warning: commands will be executed using /bin/sh
job 752 at Sun Sep  1 15:45:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 4605703 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1535234 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 80457 members 
Mstep: Class 3 contains 80872 members 
Mstep: Class 4 contains 80536 members 
Mstep: Class 5 contains 81068 members 
Mstep: Class 6 contains 80739 members 
Mstep: Class 7 contains 81398 members 
Mstep: Class 8 contains 80556 members 
Mstep: Class 9 contains 80748 members 
Mstep: Class 10 contains 80716 members 
Mstep: Class 11 contains 80653 members 
Mstep: Class 12 contains 80702 members 
Mstep: Class 13 contains 81618 members 
Mstep: Class 14 contains 80785 members 
Mstep: Class 15 contains 80839 members 
Mstep: Class 16 contains 81158 members 
Mstep: Class 17 contains 80560 members 
Mstep: Class 18 contains 80699 members 
Mstep: Class 19 contains 80395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 922.644409 but Gain 2314.679688
Score: -144378864.000000 Penalty: 41664.265625
Iteration 0F: 19 clusters Score -1.443789e+08 nChanged 1450516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1769 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 111580 members 
Mstep: Class 3 contains 104505 members 
Mstep: Class 4 contains 56571 members 
Mstep: Class 5 contains 137038 members 
Mstep: Class 6 contains 30788 members 
Mstep: Class 7 contains 115562 members 
Mstep: Class 8 contains 143694 members 
Mstep: Class 9 contains 84313 members 
Mstep: Class 10 contains 31994 members 
Mstep: Class 11 contains 44671 members 
Mstep: Class 12 contains 184898 members 
Mstep: Class 13 contains 60392 members 
Mstep: Class 15 contains 130512 members 
Mstep: Class 16 contains 96562 members 
Mstep: Class 17 contains 41807 members 
Mstep: Class 18 contains 43898 members 
Mstep: Class 19 contains 50105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150501936.000000 Penalty: 41664.265625
Iteration 1F: 19 clusters Score -1.505019e+08 nChanged 679498
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 163534 members 
Mstep: Class 3 contains 71691 members 
Mstep: Class 4 contains 58624 members 
Mstep: Class 5 contains 152587 members 
Mstep: Class 6 contains 14647 members 
Mstep: Class 7 contains 123481 members 
Mstep: Class 8 contains 151374 members 
Mstep: Class 9 contains 91251 members 
Mstep: Class 10 contains 23644 members 
Mstep: Class 11 contains 31412 members 
Mstep: Class 12 contains 88963 members 
Mstep: Class 13 contains 76916 members 
Mstep: Class 15 contains 203416 members 
Mstep: Class 16 contains 91129 members 
Mstep: Class 17 contains 42074 members 
Mstep: Class 18 contains 44401 members 
Mstep: Class 19 contains 45725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152120784.000000 Penalty: 41664.265625
Iteration 2F: 19 clusters Score -1.521208e+08 nChanged 423063
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 194849 members 
Mstep: Class 3 contains 58723 members 
Mstep: Class 4 contains 60928 members 
Mstep: Class 5 contains 155666 members 
Mstep: Class 6 contains 12479 members 
Mstep: Class 7 contains 115564 members 
Mstep: Class 8 contains 173136 members 
Mstep: Class 9 contains 82748 members 
Mstep: Class 10 contains 23912 members 
Mstep: Class 11 contains 27683 members 
Mstep: Class 12 contains 51957 members 
Mstep: Class 13 contains 92444 members 
Mstep: Class 15 contains 215578 members 
Mstep: Class 16 contains 82188 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 42829 members 
Mstep: Class 19 contains 48085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152696208.000000 Penalty: 41664.265625
Iteration 3F: 19 clusters Score -1.526962e+08 nChanged 283544
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 221670 members 
Mstep: Class 3 contains 54679 members 
Mstep: Class 4 contains 62301 members 
Mstep: Class 5 contains 152044 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 106030 members 
Mstep: Class 8 contains 199357 members 
Mstep: Class 9 contains 73791 members 
Mstep: Class 10 contains 27225 members 
Mstep: Class 11 contains 25691 members 
Mstep: Class 12 contains 39121 members 
Mstep: Class 13 contains 99196 members 
Mstep: Class 15 contains 202626 members 
Mstep: Class 16 contains 74464 members 
Mstep: Class 17 contains 42940 members 
Mstep: Class 18 contains 41349 members 
Mstep: Class 19 contains 53515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152956192.000000 Penalty: 41664.265625
Iteration 4F: 19 clusters Score -1.529562e+08 nChanged 207407
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 241625 members 
Mstep: Class 3 contains 51899 members 
Mstep: Class 4 contains 62572 members 
Mstep: Class 5 contains 149284 members 
Mstep: Class 6 contains 14777 members 
Mstep: Class 7 contains 99216 members 
Mstep: Class 8 contains 219535 members 
Mstep: Class 9 contains 67239 members 
Mstep: Class 10 contains 29700 members 
Mstep: Class 11 contains 23968 members 
Mstep: Class 12 contains 34621 members 
Mstep: Class 13 contains 98730 members 
Mstep: Class 15 contains 187418 members 
Mstep: Class 16 contains 68707 members 
Mstep: Class 17 contains 39516 members 
Mstep: Class 18 contains 41942 members 
Mstep: Class 19 contains 60608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153106432.000000 Penalty: 41664.265625
Iteration 5F: 19 clusters Score -1.531064e+08 nChanged 158561
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 253532 members 
Mstep: Class 3 contains 49968 members 
Mstep: Class 4 contains 63523 members 
Mstep: Class 5 contains 146808 members 
Mstep: Class 6 contains 15024 members 
Mstep: Class 7 contains 94810 members 
Mstep: Class 8 contains 229616 members 
Mstep: Class 9 contains 64477 members 
Mstep: Class 10 contains 31152 members 
Mstep: Class 11 contains 22111 members 
Mstep: Class 12 contains 32932 members 
Mstep: Class 13 contains 93572 members 
Mstep: Class 15 contains 178192 members 
Mstep: Class 16 contains 64678 members 
Mstep: Class 17 contains 37311 members 
Mstep: Class 18 contains 43786 members 
Mstep: Class 19 contains 69273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153204656.000000 Penalty: 41664.265625
Iteration 6F: 19 clusters Score -1.532047e+08 nChanged 127148
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 260773 members 
Mstep: Class 3 contains 49095 members 
Mstep: Class 4 contains 65656 members 
Mstep: Class 5 contains 142958 members 
Mstep: Class 6 contains 15157 members 
Mstep: Class 7 contains 91545 members 
Mstep: Class 8 contains 232338 members 
Mstep: Class 9 contains 65020 members 
Mstep: Class 10 contains 32086 members 
Mstep: Class 11 contains 20418 members 
Mstep: Class 12 contains 31359 members 
Mstep: Class 13 contains 86295 members 
Mstep: Class 15 contains 173614 members 
Mstep: Class 16 contains 61457 members 
Mstep: Class 17 contains 35681 members 
Mstep: Class 18 contains 46467 members 
Mstep: Class 19 contains 79116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153277056.000000 Penalty: 41664.265625
Iteration 7F: 19 clusters Score -1.532771e+08 nChanged 105677
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 264967 members 
Mstep: Class 3 contains 49337 members 
Mstep: Class 4 contains 68267 members 
Mstep: Class 5 contains 138054 members 
Mstep: Class 6 contains 15327 members 
Mstep: Class 7 contains 88936 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 67247 members 
Mstep: Class 10 contains 32660 members 
Mstep: Class 11 contains 19062 members 
Mstep: Class 12 contains 30025 members 
Mstep: Class 13 contains 78323 members 
Mstep: Class 15 contains 170965 members 
Mstep: Class 16 contains 59060 members 
Mstep: Class 17 contains 34285 members 
Mstep: Class 18 contains 49298 members 
Mstep: Class 19 contains 88747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153337056.000000 Penalty: 41664.265625
Iteration 8F: 19 clusters Score -1.533371e+08 nChanged 91071
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 266878 members 
Mstep: Class 3 contains 51054 members 
Mstep: Class 4 contains 70682 members 
Mstep: Class 5 contains 132901 members 
Mstep: Class 6 contains 15564 members 
Mstep: Class 7 contains 87863 members 
Mstep: Class 8 contains 231946 members 
Mstep: Class 9 contains 70011 members 
Mstep: Class 10 contains 32744 members 
Mstep: Class 11 contains 18135 members 
Mstep: Class 12 contains 28838 members 
Mstep: Class 13 contains 70638 members 
Mstep: Class 15 contains 168441 members 
Mstep: Class 16 contains 57351 members 
Mstep: Class 17 contains 32927 members 
Mstep: Class 18 contains 51502 members 
Mstep: Class 19 contains 97307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153394672.000000 Penalty: 41664.265625
Iteration 9F: 19 clusters Score -1.533947e+08 nChanged 81549
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 266886 members 
Mstep: Class 3 contains 53713 members 
Mstep: Class 4 contains 72639 members 
Mstep: Class 5 contains 127671 members 
Mstep: Class 6 contains 15782 members 
Mstep: Class 7 contains 90395 members 
Mstep: Class 8 contains 230987 members 
Mstep: Class 9 contains 72540 members 
Mstep: Class 10 contains 32574 members 
Mstep: Class 11 contains 17510 members 
Mstep: Class 12 contains 27777 members 
Mstep: Class 13 contains 63529 members 
Mstep: Class 15 contains 165572 members 
Mstep: Class 16 contains 55929 members 
Mstep: Class 17 contains 31667 members 
Mstep: Class 18 contains 52739 members 
Mstep: Class 19 contains 105038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153440624.000000 Penalty: 41664.265625
Iteration 10F: 19 clusters Score -1.534406e+08 nChanged 72399
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 265743 members 
Mstep: Class 3 contains 56846 members 
Mstep: Class 4 contains 74121 members 
Mstep: Class 5 contains 123160 members 
Mstep: Class 6 contains 15957 members 
Mstep: Class 7 contains 94408 members 
Mstep: Class 8 contains 229242 members 
Mstep: Class 9 contains 75019 members 
Mstep: Class 10 contains 32515 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 26891 members 
Mstep: Class 13 contains 57282 members 
Mstep: Class 15 contains 162993 members 
Mstep: Class 16 contains 54832 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 52879 members 
Mstep: Class 19 contains 111609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153475696.000000 Penalty: 41664.265625
Iteration 11Q: 19 clusters Score -1.534757e+08 nChanged 62843
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 264533 members 
Mstep: Class 3 contains 59984 members 
Mstep: Class 4 contains 75169 members 
Mstep: Class 5 contains 119167 members 
Mstep: Class 6 contains 16021 members 
Mstep: Class 7 contains 97748 members 
Mstep: Class 8 contains 227042 members 
Mstep: Class 9 contains 77582 members 
Mstep: Class 10 contains 32582 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 26339 members 
Mstep: Class 13 contains 52180 members 
Mstep: Class 15 contains 161385 members 
Mstep: Class 16 contains 53894 members 
Mstep: Class 17 contains 30239 members 
Mstep: Class 18 contains 52399 members 
Mstep: Class 19 contains 117224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153502080.000000 Penalty: 41664.265625
Iteration 12Q: 19 clusters Score -1.535021e+08 nChanged 53335
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 263438 members 
Mstep: Class 3 contains 62985 members 
Mstep: Class 4 contains 76034 members 
Mstep: Class 5 contains 115625 members 
Mstep: Class 6 contains 15950 members 
Mstep: Class 7 contains 99838 members 
Mstep: Class 8 contains 224306 members 
Mstep: Class 9 contains 80440 members 
Mstep: Class 10 contains 32728 members 
Mstep: Class 11 contains 16661 members 
Mstep: Class 12 contains 26035 members 
Mstep: Class 13 contains 48213 members 
Mstep: Class 15 contains 160686 members 
Mstep: Class 16 contains 53271 members 
Mstep: Class 17 contains 30012 members 
Mstep: Class 18 contains 51459 members 
Mstep: Class 19 contains 121975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153522144.000000 Penalty: 41664.265625
Iteration 13Q: 19 clusters Score -1.535221e+08 nChanged 45652
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 262237 members 
Mstep: Class 3 contains 65737 members 
Mstep: Class 4 contains 76754 members 
Mstep: Class 5 contains 112443 members 
Mstep: Class 6 contains 15778 members 
Mstep: Class 7 contains 101108 members 
Mstep: Class 8 contains 221111 members 
Mstep: Class 9 contains 83498 members 
Mstep: Class 10 contains 32817 members 
Mstep: Class 11 contains 16529 members 
Mstep: Class 12 contains 25965 members 
Mstep: Class 13 contains 45272 members 
Mstep: Class 15 contains 160866 members 
Mstep: Class 16 contains 52829 members 
Mstep: Class 17 contains 30000 members 
Mstep: Class 18 contains 50218 members 
Mstep: Class 19 contains 125941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153536064.000000 Penalty: 41664.265625
Iteration 14Q: 19 clusters Score -1.535361e+08 nChanged 39385
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 260924 members 
Mstep: Class 3 contains 68295 members 
Mstep: Class 4 contains 77321 members 
Mstep: Class 5 contains 109601 members 
Mstep: Class 6 contains 15602 members 
Mstep: Class 7 contains 101858 members 
Mstep: Class 8 contains 217866 members 
Mstep: Class 9 contains 86559 members 
Mstep: Class 10 contains 32822 members 
Mstep: Class 11 contains 16451 members 
Mstep: Class 12 contains 26021 members 
Mstep: Class 13 contains 43002 members 
Mstep: Class 15 contains 161667 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 30044 members 
Mstep: Class 18 contains 48911 members 
Mstep: Class 19 contains 129272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153547488.000000 Penalty: 41664.265625
Iteration 15Q: 19 clusters Score -1.535475e+08 nChanged 34014
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 259599 members 
Mstep: Class 3 contains 70629 members 
Mstep: Class 4 contains 77850 members 
Mstep: Class 5 contains 107131 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 102281 members 
Mstep: Class 8 contains 214423 members 
Mstep: Class 9 contains 89626 members 
Mstep: Class 10 contains 32827 members 
Mstep: Class 11 contains 16392 members 
Mstep: Class 12 contains 26114 members 
Mstep: Class 13 contains 41366 members 
Mstep: Class 15 contains 162997 members 
Mstep: Class 16 contains 52499 members 
Mstep: Class 17 contains 30109 members 
Mstep: Class 18 contains 47475 members 
Mstep: Class 19 contains 131894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153557376.000000 Penalty: 41664.265625
Iteration 16Q: 19 clusters Score -1.535574e+08 nChanged 29813
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 258288 members 
Mstep: Class 3 contains 72704 members 
Mstep: Class 4 contains 78388 members 
Mstep: Class 5 contains 104908 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 102329 members 
Mstep: Class 8 contains 210877 members 
Mstep: Class 9 contains 92644 members 
Mstep: Class 10 contains 32757 members 
Mstep: Class 11 contains 16355 members 
Mstep: Class 12 contains 26206 members 
Mstep: Class 13 contains 40024 members 
Mstep: Class 15 contains 164886 members 
Mstep: Class 16 contains 52504 members 
Mstep: Class 17 contains 30261 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 134105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153563856.000000 Penalty: 41664.265625
Iteration 17Q: 19 clusters Score -1.535639e+08 nChanged 26831
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 257008 members 
Mstep: Class 3 contains 74369 members 
Mstep: Class 4 contains 78944 members 
Mstep: Class 5 contains 102883 members 
Mstep: Class 6 contains 14931 members 
Mstep: Class 7 contains 102187 members 
Mstep: Class 8 contains 207492 members 
Mstep: Class 9 contains 95741 members 
Mstep: Class 10 contains 32605 members 
Mstep: Class 11 contains 16337 members 
Mstep: Class 12 contains 26299 members 
Mstep: Class 13 contains 38948 members 
Mstep: Class 15 contains 167171 members 
Mstep: Class 16 contains 52494 members 
Mstep: Class 17 contains 30409 members 
Mstep: Class 18 contains 44781 members 
Mstep: Class 19 contains 135871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153570848.000000 Penalty: 41664.265625
Iteration 18Q: 19 clusters Score -1.535708e+08 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 255656 members 
Mstep: Class 3 contains 75842 members 
Mstep: Class 4 contains 79641 members 
Mstep: Class 5 contains 101119 members 
Mstep: Class 6 contains 14748 members 
Mstep: Class 7 contains 101775 members 
Mstep: Class 8 contains 204095 members 
Mstep: Class 9 contains 98814 members 
Mstep: Class 10 contains 32449 members 
Mstep: Class 11 contains 16320 members 
Mstep: Class 12 contains 26385 members 
Mstep: Class 13 contains 38089 members 
Mstep: Class 15 contains 169651 members 
Mstep: Class 16 contains 52506 members 
Mstep: Class 17 contains 30579 members 
Mstep: Class 18 contains 43671 members 
Mstep: Class 19 contains 137209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153577072.000000 Penalty: 41664.265625
Iteration 19Q: 19 clusters Score -1.535771e+08 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 254196 members 
Mstep: Class 3 contains 76968 members 
Mstep: Class 4 contains 80261 members 
Mstep: Class 5 contains 99539 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 7 contains 101217 members 
Mstep: Class 8 contains 200841 members 
Mstep: Class 9 contains 101725 members 
Mstep: Class 10 contains 32308 members 
Mstep: Class 11 contains 16272 members 
Mstep: Class 12 contains 26486 members 
Mstep: Class 13 contains 37391 members 
Mstep: Class 15 contains 172489 members 
Mstep: Class 16 contains 52591 members 
Mstep: Class 17 contains 30734 members 
Mstep: Class 18 contains 42822 members 
Mstep: Class 19 contains 138255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153583408.000000 Penalty: 41664.265625
Iteration 20F: 19 clusters Score -1.535834e+08 nChanged 20082
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 252747 members 
Mstep: Class 3 contains 77827 members 
Mstep: Class 4 contains 80834 members 
Mstep: Class 5 contains 98238 members 
Mstep: Class 6 contains 14354 members 
Mstep: Class 7 contains 100484 members 
Mstep: Class 8 contains 197651 members 
Mstep: Class 9 contains 104770 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 16214 members 
Mstep: Class 12 contains 26524 members 
Mstep: Class 13 contains 36736 members 
Mstep: Class 15 contains 175677 members 
Mstep: Class 16 contains 52926 members 
Mstep: Class 17 contains 30867 members 
Mstep: Class 18 contains 41971 members 
Mstep: Class 19 contains 138941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153590624.000000 Penalty: 41664.265625
Iteration 21Q: 19 clusters Score -1.535906e+08 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 251278 members 
Mstep: Class 3 contains 78402 members 
Mstep: Class 4 contains 81398 members 
Mstep: Class 5 contains 96958 members 
Mstep: Class 6 contains 14223 members 
Mstep: Class 7 contains 99669 members 
Mstep: Class 8 contains 194492 members 
Mstep: Class 9 contains 107822 members 
Mstep: Class 10 contains 32015 members 
Mstep: Class 11 contains 16159 members 
Mstep: Class 12 contains 26568 members 
Mstep: Class 13 contains 36148 members 
Mstep: Class 15 contains 179187 members 
Mstep: Class 16 contains 53036 members 
Mstep: Class 17 contains 30999 members 
Mstep: Class 18 contains 41410 members 
Mstep: Class 19 contains 139446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153596544.000000 Penalty: 41664.265625
Iteration 22Q: 19 clusters Score -1.535965e+08 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 249872 members 
Mstep: Class 3 contains 78896 members 
Mstep: Class 4 contains 82022 members 
Mstep: Class 5 contains 95787 members 
Mstep: Class 6 contains 14113 members 
Mstep: Class 7 contains 98861 members 
Mstep: Class 8 contains 191318 members 
Mstep: Class 9 contains 110792 members 
Mstep: Class 10 contains 31920 members 
Mstep: Class 11 contains 16101 members 
Mstep: Class 12 contains 26568 members 
Mstep: Class 13 contains 35573 members 
Mstep: Class 15 contains 182760 members 
Mstep: Class 16 contains 53031 members 
Mstep: Class 17 contains 31119 members 
Mstep: Class 18 contains 41066 members 
Mstep: Class 19 contains 139719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153601200.000000 Penalty: 41664.265625
Iteration 23Q: 19 clusters Score -1.536012e+08 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 248392 members 
Mstep: Class 3 contains 79145 members 
Mstep: Class 4 contains 82576 members 
Mstep: Class 5 contains 94692 members 
Mstep: Class 6 contains 14055 members 
Mstep: Class 7 contains 97945 members 
Mstep: Class 8 contains 188361 members 
Mstep: Class 9 contains 113657 members 
Mstep: Class 10 contains 31878 members 
Mstep: Class 11 contains 16007 members 
Mstep: Class 12 contains 26604 members 
Mstep: Class 13 contains 35088 members 
Mstep: Class 15 contains 186591 members 
Mstep: Class 16 contains 52975 members 
Mstep: Class 17 contains 31170 members 
Mstep: Class 18 contains 40779 members 
Mstep: Class 19 contains 139927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153605872.000000 Penalty: 41664.265625
Iteration 24Q: 19 clusters Score -1.536059e+08 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 246939 members 
Mstep: Class 3 contains 79163 members 
Mstep: Class 4 contains 83056 members 
Mstep: Class 5 contains 93711 members 
Mstep: Class 6 contains 14031 members 
Mstep: Class 7 contains 96985 members 
Mstep: Class 8 contains 185664 members 
Mstep: Class 9 contains 116466 members 
Mstep: Class 10 contains 31885 members 
Mstep: Class 11 contains 15912 members 
Mstep: Class 12 contains 26611 members 
Mstep: Class 13 contains 34678 members 
Mstep: Class 15 contains 190372 members 
Mstep: Class 16 contains 52862 members 
Mstep: Class 17 contains 31227 members 
Mstep: Class 18 contains 40574 members 
Mstep: Class 19 contains 140038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153609216.000000 Penalty: 41664.265625
Iteration 25Q: 19 clusters Score -1.536092e+08 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 245496 members 
Mstep: Class 3 contains 79098 members 
Mstep: Class 4 contains 83462 members 
Mstep: Class 5 contains 92873 members 
Mstep: Class 6 contains 13982 members 
Mstep: Class 7 contains 96004 members 
Mstep: Class 8 contains 183074 members 
Mstep: Class 9 contains 119245 members 
Mstep: Class 10 contains 31918 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 12 contains 26608 members 
Mstep: Class 13 contains 34308 members 
Mstep: Class 15 contains 194152 members 
Mstep: Class 16 contains 52759 members 
Mstep: Class 17 contains 31291 members 
Mstep: Class 18 contains 40399 members 
Mstep: Class 19 contains 139976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153613152.000000 Penalty: 41664.265625
Iteration 26Q: 19 clusters Score -1.536132e+08 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 244122 members 
Mstep: Class 3 contains 78806 members 
Mstep: Class 4 contains 83732 members 
Mstep: Class 5 contains 92149 members 
Mstep: Class 6 contains 13948 members 
Mstep: Class 7 contains 95017 members 
Mstep: Class 8 contains 180712 members 
Mstep: Class 9 contains 122104 members 
Mstep: Class 10 contains 31985 members 
Mstep: Class 11 contains 15800 members 
Mstep: Class 12 contains 26614 members 
Mstep: Class 13 contains 33946 members 
Mstep: Class 15 contains 197898 members 
Mstep: Class 16 contains 52594 members 
Mstep: Class 17 contains 31338 members 
Mstep: Class 18 contains 40207 members 
Mstep: Class 19 contains 139786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153616000.000000 Penalty: 41664.265625
Iteration 27Q: 19 clusters Score -1.53616e+08 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 242748 members 
Mstep: Class 3 contains 78284 members 
Mstep: Class 4 contains 83958 members 
Mstep: Class 5 contains 91533 members 
Mstep: Class 6 contains 13920 members 
Mstep: Class 7 contains 94084 members 
Mstep: Class 8 contains 178511 members 
Mstep: Class 9 contains 125026 members 
Mstep: Class 10 contains 32124 members 
Mstep: Class 11 contains 15746 members 
Mstep: Class 12 contains 26619 members 
Mstep: Class 13 contains 33551 members 
Mstep: Class 15 contains 201617 members 
Mstep: Class 16 contains 52424 members 
Mstep: Class 17 contains 31347 members 
Mstep: Class 18 contains 40046 members 
Mstep: Class 19 contains 139484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153619296.000000 Penalty: 41664.265625
Iteration 28Q: 19 clusters Score -1.536193e+08 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 241490 members 
Mstep: Class 3 contains 77579 members 
Mstep: Class 4 contains 84084 members 
Mstep: Class 5 contains 91004 members 
Mstep: Class 6 contains 13903 members 
Mstep: Class 7 contains 93206 members 
Mstep: Class 8 contains 176478 members 
Mstep: Class 9 contains 128111 members 
Mstep: Class 10 contains 32271 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 26596 members 
Mstep: Class 13 contains 33196 members 
Mstep: Class 15 contains 205012 members 
Mstep: Class 16 contains 52219 members 
Mstep: Class 17 contains 31380 members 
Mstep: Class 18 contains 39921 members 
Mstep: Class 19 contains 139148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153622176.000000 Penalty: 41664.265625
Iteration 29Q: 19 clusters Score -1.536222e+08 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 240246 members 
Mstep: Class 3 contains 76735 members 
Mstep: Class 4 contains 84201 members 
Mstep: Class 5 contains 90412 members 
Mstep: Class 6 contains 13887 members 
Mstep: Class 7 contains 92315 members 
Mstep: Class 8 contains 174624 members 
Mstep: Class 9 contains 131296 members 
Mstep: Class 10 contains 32443 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 26604 members 
Mstep: Class 13 contains 32841 members 
Mstep: Class 15 contains 208268 members 
Mstep: Class 16 contains 52022 members 
Mstep: Class 17 contains 31407 members 
Mstep: Class 18 contains 39816 members 
Mstep: Class 19 contains 138839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153624640.000000 Penalty: 41664.265625
Iteration 30Q: 19 clusters Score -1.536246e+08 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 239128 members 
Mstep: Class 3 contains 75657 members 
Mstep: Class 4 contains 84263 members 
Mstep: Class 5 contains 89789 members 
Mstep: Class 6 contains 13872 members 
Mstep: Class 7 contains 91486 members 
Mstep: Class 8 contains 172951 members 
Mstep: Class 9 contains 134659 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 15542 members 
Mstep: Class 12 contains 26617 members 
Mstep: Class 13 contains 32511 members 
Mstep: Class 15 contains 211350 members 
Mstep: Class 16 contains 51801 members 
Mstep: Class 17 contains 31432 members 
Mstep: Class 18 contains 39721 members 
Mstep: Class 19 contains 138381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153626096.000000 Penalty: 41664.265625
Iteration 31Q: 19 clusters Score -1.536261e+08 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 238128 members 
Mstep: Class 3 contains 74307 members 
Mstep: Class 4 contains 84298 members 
Mstep: Class 5 contains 89235 members 
Mstep: Class 6 contains 13860 members 
Mstep: Class 7 contains 90694 members 
Mstep: Class 8 contains 171428 members 
Mstep: Class 9 contains 138216 members 
Mstep: Class 10 contains 32920 members 
Mstep: Class 11 contains 15448 members 
Mstep: Class 12 contains 26612 members 
Mstep: Class 13 contains 32145 members 
Mstep: Class 15 contains 214287 members 
Mstep: Class 16 contains 51630 members 
Mstep: Class 17 contains 31439 members 
Mstep: Class 18 contains 39573 members 
Mstep: Class 19 contains 137847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153627760.000000 Penalty: 41664.265625
Iteration 32Q: 19 clusters Score -1.536278e+08 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 237257 members 
Mstep: Class 3 contains 72792 members 
Mstep: Class 4 contains 84274 members 
Mstep: Class 5 contains 88669 members 
Mstep: Class 6 contains 13847 members 
Mstep: Class 7 contains 89906 members 
Mstep: Class 8 contains 170029 members 
Mstep: Class 9 contains 141980 members 
Mstep: Class 10 contains 33179 members 
Mstep: Class 11 contains 15367 members 
Mstep: Class 12 contains 26612 members 
Mstep: Class 13 contains 31755 members 
Mstep: Class 15 contains 217124 members 
Mstep: Class 16 contains 51505 members 
Mstep: Class 17 contains 31446 members 
Mstep: Class 18 contains 39331 members 
Mstep: Class 19 contains 137198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153629104.000000 Penalty: 41664.265625
Iteration 33Q: 19 clusters Score -1.536291e+08 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 236469 members 
Mstep: Class 3 contains 71009 members 
Mstep: Class 4 contains 84170 members 
Mstep: Class 5 contains 88128 members 
Mstep: Class 6 contains 13829 members 
Mstep: Class 7 contains 89209 members 
Mstep: Class 8 contains 168818 members 
Mstep: Class 9 contains 145981 members 
Mstep: Class 10 contains 33474 members 
Mstep: Class 11 contains 15300 members 
Mstep: Class 12 contains 26625 members 
Mstep: Class 13 contains 31357 members 
Mstep: Class 15 contains 219673 members 
Mstep: Class 16 contains 51376 members 
Mstep: Class 17 contains 31451 members 
Mstep: Class 18 contains 39086 members 
Mstep: Class 19 contains 136536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153630352.000000 Penalty: 41664.265625
Iteration 34Q: 19 clusters Score -1.536304e+08 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 235801 members 
Mstep: Class 3 contains 69122 members 
Mstep: Class 4 contains 84014 members 
Mstep: Class 5 contains 87533 members 
Mstep: Class 6 contains 13822 members 
Mstep: Class 7 contains 88568 members 
Mstep: Class 8 contains 167859 members 
Mstep: Class 9 contains 150138 members 
Mstep: Class 10 contains 33807 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 26609 members 
Mstep: Class 13 contains 30926 members 
Mstep: Class 15 contains 222084 members 
Mstep: Class 16 contains 51307 members 
Mstep: Class 17 contains 31447 members 
Mstep: Class 18 contains 38623 members 
Mstep: Class 19 contains 135806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153632976.000000 Penalty: 41664.265625
Iteration 35Q: 19 clusters Score -1.53633e+08 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 235334 members 
Mstep: Class 3 contains 67216 members 
Mstep: Class 4 contains 83849 members 
Mstep: Class 5 contains 86961 members 
Mstep: Class 6 contains 13830 members 
Mstep: Class 7 contains 87965 members 
Mstep: Class 8 contains 167309 members 
Mstep: Class 9 contains 154135 members 
Mstep: Class 10 contains 34198 members 
Mstep: Class 11 contains 15153 members 
Mstep: Class 12 contains 26591 members 
Mstep: Class 13 contains 30465 members 
Mstep: Class 15 contains 224317 members 
Mstep: Class 16 contains 51277 members 
Mstep: Class 17 contains 31432 members 
Mstep: Class 18 contains 37893 members 
Mstep: Class 19 contains 134966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153636448.000000 Penalty: 41664.265625
Iteration 36Q: 19 clusters Score -1.536364e+08 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 235060 members 
Mstep: Class 3 contains 65489 members 
Mstep: Class 4 contains 83629 members 
Mstep: Class 5 contains 86421 members 
Mstep: Class 6 contains 13847 members 
Mstep: Class 7 contains 87516 members 
Mstep: Class 8 contains 167037 members 
Mstep: Class 9 contains 157848 members 
Mstep: Class 10 contains 34561 members 
Mstep: Class 11 contains 15078 members 
Mstep: Class 12 contains 26566 members 
Mstep: Class 13 contains 29982 members 
Mstep: Class 15 contains 226307 members 
Mstep: Class 16 contains 51284 members 
Mstep: Class 17 contains 31401 members 
Mstep: Class 18 contains 37128 members 
Mstep: Class 19 contains 133922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153641088.000000 Penalty: 41664.265625
Iteration 37Q: 19 clusters Score -1.536411e+08 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 234837 members 
Mstep: Class 3 contains 64161 members 
Mstep: Class 4 contains 83390 members 
Mstep: Class 5 contains 85902 members 
Mstep: Class 6 contains 13892 members 
Mstep: Class 7 contains 87197 members 
Mstep: Class 8 contains 166978 members 
Mstep: Class 9 contains 160899 members 
Mstep: Class 10 contains 34922 members 
Mstep: Class 11 contains 15002 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 29458 members 
Mstep: Class 15 contains 228293 members 
Mstep: Class 16 contains 51383 members 
Mstep: Class 17 contains 31390 members 
Mstep: Class 18 contains 36236 members 
Mstep: Class 19 contains 132737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153645776.000000 Penalty: 41664.265625
Iteration 38Q: 19 clusters Score -1.536458e+08 nChanged 14108
Entering ConstructFrom: 
Score: -153645776.000000 Penalty: 41664.265625
Entering ConstructFrom: 
Trying to split cluster 1 (51789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Entering Unmasked Estep 
Score: -5247313.500000 Penalty: 1763.926636
	Iteration 0F: 2 clusters Score -5247314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5212691.000000 Penalty: 3527.853271
	Iteration 0F: 3 clusters Score -5212691 nChanged 24479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5227258.000000 Penalty: 3527.853271
	Iteration 1F: 3 clusters Score -5227258 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5228953.500000 Penalty: 3527.853271
	Iteration 2F: 3 clusters Score -5228954 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5231340.000000 Penalty: 3527.853271
	Iteration 3F: 3 clusters Score -5231340 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -5234587.000000 Penalty: 3527.853271
	Iteration 4F: 3 clusters Score -5234587 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5238247.000000 Penalty: 3527.853271
	Iteration 5F: 3 clusters Score -5238247 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -5241553.000000 Penalty: 3527.853271
	Iteration 6F: 3 clusters Score -5241553 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5243995.000000 Penalty: 3527.853271
	Iteration 7F: 3 clusters Score -5243995 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -5245441.000000 Penalty: 3527.853271
	Iteration 8Q: 3 clusters Score -5245441 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5246257.500000 Penalty: 3527.853271
	Iteration 9Q: 3 clusters Score -5246258 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5246882.000000 Penalty: 3527.853271
	Iteration 10Q: 3 clusters Score -5246882 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5247435.500000 Penalty: 3527.853271
	Iteration 11Q: 3 clusters Score -5247436 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5247969.000000 Penalty: 3527.853271
	Iteration 12Q: 3 clusters Score -5247969 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -5248382.000000 Penalty: 3527.853271
	Iteration 13Q: 3 clusters Score -5248382 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -5248630.000000 Penalty: 3527.853271
	Iteration 14Q: 3 clusters Score -5248630 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -5248748.000000 Penalty: 3527.853271
	Iteration 15Q: 3 clusters Score -5248748 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -5248856.500000 Penalty: 3527.853271
	Iteration 16Q: 3 clusters Score -5248856 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -5248914.500000 Penalty: 3527.853271
	Iteration 17Q: 3 clusters Score -5248914 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -5248983.000000 Penalty: 3527.853271
	Iteration 18Q: 3 clusters Score -5248983 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -5249024.000000 Penalty: 3527.853271
	Iteration 19Q: 3 clusters Score -5249024 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5249055.500000 Penalty: 3527.853271
	Iteration 20F: 3 clusters Score -5249056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5249081.500000 Penalty: 3527.853271
	Iteration 21Q: 3 clusters Score -5249082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5249112.000000 Penalty: 3527.853271
	Iteration 22Q: 3 clusters Score -5249112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5249110.500000 Penalty: 3527.853271
	Iteration 23Q: 3 clusters Score -5249110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -5249115.000000 Penalty: 3527.853271
	Iteration 24Q: 3 clusters Score -5249115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -5249143.000000 Penalty: 3527.853271
	Iteration 25Q: 3 clusters Score -5249143 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5249146.000000 Penalty: 3527.853271
	Iteration 26Q: 3 clusters Score -5249146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -5249174.000000 Penalty: 3527.853271
	Iteration 27Q: 3 clusters Score -5249174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -5249174.000000 Penalty: 3527.853271
	Iteration 28Q: 3 clusters Score -5249174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5249193.000000 Penalty: 3527.853271
	Iteration 29Q: 3 clusters Score -5249193 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5249189.000000 Penalty: 3527.853271
	Iteration 30Q: 3 clusters Score -5249189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -5249191.500000 Penalty: 3527.853271
	Iteration 31Q: 3 clusters Score -5249192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5249202.500000 Penalty: 3527.853271
	Iteration 32Q: 3 clusters Score -5249202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -5249221.000000 Penalty: 3527.853271
	Iteration 33Q: 3 clusters Score -5249221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -5249214.500000 Penalty: 3527.853271
	Iteration 34Q: 3 clusters Score -5249214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5249210.000000 Penalty: 3527.853271
	Iteration 35Q: 3 clusters Score -5249210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5249205.500000 Penalty: 3527.853271
	Iteration 36Q: 3 clusters Score -5249206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -5249205.000000 Penalty: 3527.853271
	Iteration 37Q: 3 clusters Score -5249205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5249222.000000 Penalty: 3527.853271
	Iteration 38Q: 3 clusters Score -5249222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5249220.500000 Penalty: 3527.853271
	Iteration 39Q: 3 clusters Score -5249220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5249222.000000 Penalty: 3527.853271
	Iteration 40F: 3 clusters Score -5249222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5249234.500000 Penalty: 3527.853271
	Iteration 41Q: 3 clusters Score -5249234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -5249240.000000 Penalty: 3527.853271
	Iteration 42Q: 3 clusters Score -5249240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5249254.500000 Penalty: 3527.853271
	Iteration 43Q: 3 clusters Score -5249254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -5249266.000000 Penalty: 3527.853271
	Iteration 44Q: 3 clusters Score -5249266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5249252.500000 Penalty: 3527.853271
	Iteration 45Q: 3 clusters Score -5249252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5249263.000000 Penalty: 3527.853271
	Iteration 46Q: 3 clusters Score -5249263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -5249267.500000 Penalty: 3527.853271
	Iteration 47Q: 3 clusters Score -5249268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -5249276.000000 Penalty: 3527.853271
	Iteration 48Q: 3 clusters Score -5249276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -5249258.000000 Penalty: 3527.853271
	Iteration 49Q: 3 clusters Score -5249258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5249259.500000 Penalty: 3527.853271
	Iteration 50Q: 3 clusters Score -5249260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -5249263.500000 Penalty: 3527.853271
	Iteration 51Q: 3 clusters Score -5249264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5249266.500000 Penalty: 3527.853271
	Iteration 52Q: 3 clusters Score -5249266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5249264.000000 Penalty: 3527.853271
	Iteration 53Q: 3 clusters Score -5249264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5249263.500000 Penalty: 3527.853271
	Iteration 54Q: 3 clusters Score -5249264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -5249258.000000 Penalty: 3527.853271
	Iteration 55Q: 3 clusters Score -5249258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -5249266.000000 Penalty: 3527.853271
	Iteration 56Q: 3 clusters Score -5249266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -5249266.500000 Penalty: 3527.853271
	Iteration 57Q: 3 clusters Score -5249266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5249260.500000 Penalty: 3527.853271
	Iteration 58Q: 3 clusters Score -5249260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -5249261.500000 Penalty: 3527.853271
	Iteration 59Q: 3 clusters Score -5249262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5249272.000000 Penalty: 3527.853271
	Iteration 60F: 3 clusters Score -5249272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5249277.000000 Penalty: 3527.853271
	Iteration 61Q: 3 clusters Score -5249277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -5249272.000000 Penalty: 3527.853271
	Iteration 62Q: 3 clusters Score -5249272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5249271.500000 Penalty: 3527.853271
	Iteration 63Q: 3 clusters Score -5249272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5249273.500000 Penalty: 3527.853271
	Iteration 64Q: 3 clusters Score -5249274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -5249271.500000 Penalty: 3527.853271
	Iteration 65Q: 3 clusters Score -5249272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5249272.500000 Penalty: 3527.853271
	Iteration 66Q: 3 clusters Score -5249272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5249268.500000 Penalty: 3527.853271
	Iteration 67Q: 3 clusters Score -5249268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5249268.500000 Penalty: 3527.853271
	Iteration 68F: 3 clusters Score -5249268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 234645 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 83161 members 
Mstep: Class 5 contains 85292 members 
Mstep: Class 6 contains 13936 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 163096 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Entering Unmasked Estep 
Score: -153648656.000000 Penalty: 43978.945312
Splitting cluster 1 changes total score from -153645776.000000 to -153648656.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (234645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234645 members 
Entering Unmasked Estep 
Score: -24463480.000000 Penalty: 2009.447266
	Iteration 0F: 2 clusters Score -2.446348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -24376640.000000 Penalty: 4018.894531
	Iteration 0F: 3 clusters Score -2.437664e+07 nChanged 114163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -24447838.000000 Penalty: 4018.894531
	Iteration 1F: 3 clusters Score -2.444784e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90830 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -24454378.000000 Penalty: 4018.894531
	Iteration 2F: 3 clusters Score -2.445438e+07 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -24460754.000000 Penalty: 4018.894531
	Iteration 3F: 3 clusters Score -2.446075e+07 nChanged 22443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -24462490.000000 Penalty: 4018.894531
	Iteration 4F: 3 clusters Score -2.446249e+07 nChanged 17832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 196572 members 
Entering Unmasked Estep 
Score: -24464702.000000 Penalty: 4018.894531
	Iteration 5F: 3 clusters Score -2.44647e+07 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 205689 members 
Entering Unmasked Estep 
Score: -24468156.000000 Penalty: 4018.894531
	Iteration 6Q: 3 clusters Score -2.446816e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 209846 members 
Entering Unmasked Estep 
Score: -24471162.000000 Penalty: 4018.894531
	Iteration 7Q: 3 clusters Score -2.447116e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 211497 members 
Entering Unmasked Estep 
Score: -24472932.000000 Penalty: 4018.894531
	Iteration 8Q: 3 clusters Score -2.447293e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 212358 members 
Entering Unmasked Estep 
Score: -24473574.000000 Penalty: 4018.894531
	Iteration 9Q: 3 clusters Score -2.447357e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 213022 members 
Entering Unmasked Estep 
Score: -24473778.000000 Penalty: 4018.894531
	Iteration 10Q: 3 clusters Score -2.447378e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 213657 members 
Entering Unmasked Estep 
Score: -24473680.000000 Penalty: 4018.894531
	Iteration 11Q: 3 clusters Score -2.447368e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 214216 members 
Entering Unmasked Estep 
Score: -24473508.000000 Penalty: 4018.894531
	Iteration 12Q: 3 clusters Score -2.447351e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 214730 members 
Entering Unmasked Estep 
Score: -24473400.000000 Penalty: 4018.894531
	Iteration 13Q: 3 clusters Score -2.44734e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 215218 members 
Entering Unmasked Estep 
Score: -24473214.000000 Penalty: 4018.894531
	Iteration 14Q: 3 clusters Score -2.447321e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 215707 members 
Entering Unmasked Estep 
Score: -24473072.000000 Penalty: 4018.894531
	Iteration 15Q: 3 clusters Score -2.447307e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 216172 members 
Entering Unmasked Estep 
Score: -24472918.000000 Penalty: 4018.894531
	Iteration 16Q: 3 clusters Score -2.447292e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 216595 members 
Entering Unmasked Estep 
Score: -24472826.000000 Penalty: 4018.894531
	Iteration 17Q: 3 clusters Score -2.447283e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 217014 members 
Entering Unmasked Estep 
Score: -24472754.000000 Penalty: 4018.894531
	Iteration 18Q: 3 clusters Score -2.447275e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 217377 members 
Entering Unmasked Estep 
Score: -24472658.000000 Penalty: 4018.894531
	Iteration 19Q: 3 clusters Score -2.447266e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 217743 members 
Entering Unmasked Estep 
Score: -24472522.000000 Penalty: 4018.894531
	Iteration 20F: 3 clusters Score -2.447252e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 218099 members 
Entering Unmasked Estep 
Score: -24472398.000000 Penalty: 4018.894531
	Iteration 21Q: 3 clusters Score -2.44724e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 218411 members 
Entering Unmasked Estep 
Score: -24472364.000000 Penalty: 4018.894531
	Iteration 22Q: 3 clusters Score -2.447236e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 218688 members 
Entering Unmasked Estep 
Score: -24472334.000000 Penalty: 4018.894531
	Iteration 23Q: 3 clusters Score -2.447233e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 218945 members 
Entering Unmasked Estep 
Score: -24472246.000000 Penalty: 4018.894531
	Iteration 24Q: 3 clusters Score -2.447225e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 219160 members 
Entering Unmasked Estep 
Score: -24472190.000000 Penalty: 4018.894531
	Iteration 25Q: 3 clusters Score -2.447219e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 219394 members 
Entering Unmasked Estep 
Score: -24472090.000000 Penalty: 4018.894531
	Iteration 26Q: 3 clusters Score -2.447209e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 219597 members 
Entering Unmasked Estep 
Score: -24472070.000000 Penalty: 4018.894531
	Iteration 27Q: 3 clusters Score -2.447207e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 219787 members 
Entering Unmasked Estep 
Score: -24471996.000000 Penalty: 4018.894531
	Iteration 28Q: 3 clusters Score -2.4472e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 219953 members 
Entering Unmasked Estep 
Score: -24471922.000000 Penalty: 4018.894531
	Iteration 29Q: 3 clusters Score -2.447192e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 220106 members 
Entering Unmasked Estep 
Score: -24471958.000000 Penalty: 4018.894531
	Iteration 30Q: 3 clusters Score -2.447196e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 220240 members 
Entering Unmasked Estep 
Score: -24471960.000000 Penalty: 4018.894531
	Iteration 31Q: 3 clusters Score -2.447196e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 220374 members 
Entering Unmasked Estep 
Score: -24471912.000000 Penalty: 4018.894531
	Iteration 32Q: 3 clusters Score -2.447191e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 220498 members 
Entering Unmasked Estep 
Score: -24471802.000000 Penalty: 4018.894531
	Iteration 33Q: 3 clusters Score -2.44718e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 220624 members 
Entering Unmasked Estep 
Score: -24471770.000000 Penalty: 4018.894531
	Iteration 34Q: 3 clusters Score -2.447177e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 220725 members 
Entering Unmasked Estep 
Score: -24471764.000000 Penalty: 4018.894531
	Iteration 35Q: 3 clusters Score -2.447176e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 220804 members 
Entering Unmasked Estep 
Score: -24471762.000000 Penalty: 4018.894531
	Iteration 36Q: 3 clusters Score -2.447176e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 220885 members 
Entering Unmasked Estep 
Score: -24471748.000000 Penalty: 4018.894531
	Iteration 37Q: 3 clusters Score -2.447175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 220946 members 
Entering Unmasked Estep 
Score: -24471686.000000 Penalty: 4018.894531
	Iteration 38Q: 3 clusters Score -2.447169e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 221002 members 
Entering Unmasked Estep 
Score: -24471658.000000 Penalty: 4018.894531
	Iteration 39Q: 3 clusters Score -2.447166e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 221061 members 
Entering Unmasked Estep 
Score: -24471624.000000 Penalty: 4018.894531
	Iteration 40F: 3 clusters Score -2.447162e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 221131 members 
Entering Unmasked Estep 
Score: -24471576.000000 Penalty: 4018.894531
	Iteration 41Q: 3 clusters Score -2.447158e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 221196 members 
Entering Unmasked Estep 
Score: -24471570.000000 Penalty: 4018.894531
	Iteration 42Q: 3 clusters Score -2.447157e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 221252 members 
Entering Unmasked Estep 
Score: -24471566.000000 Penalty: 4018.894531
	Iteration 43Q: 3 clusters Score -2.447157e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 221312 members 
Entering Unmasked Estep 
Score: -24471530.000000 Penalty: 4018.894531
	Iteration 44Q: 3 clusters Score -2.447153e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 221363 members 
Entering Unmasked Estep 
Score: -24471498.000000 Penalty: 4018.894531
	Iteration 45Q: 3 clusters Score -2.44715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 221414 members 
Entering Unmasked Estep 
Score: -24471474.000000 Penalty: 4018.894531
	Iteration 46Q: 3 clusters Score -2.447147e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 221459 members 
Entering Unmasked Estep 
Score: -24471422.000000 Penalty: 4018.894531
	Iteration 47Q: 3 clusters Score -2.447142e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 221491 members 
Entering Unmasked Estep 
Score: -24471394.000000 Penalty: 4018.894531
	Iteration 48Q: 3 clusters Score -2.447139e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 221509 members 
Entering Unmasked Estep 
Score: -24471396.000000 Penalty: 4018.894531
	Iteration 49Q: 3 clusters Score -2.44714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 221533 members 
Entering Unmasked Estep 
Score: -24471342.000000 Penalty: 4018.894531
	Iteration 50Q: 3 clusters Score -2.447134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 221547 members 
Entering Unmasked Estep 
Score: -24471340.000000 Penalty: 4018.894531
	Iteration 51Q: 3 clusters Score -2.447134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 221559 members 
Entering Unmasked Estep 
Score: -24471320.000000 Penalty: 4018.894531
	Iteration 52Q: 3 clusters Score -2.447132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 221575 members 
Entering Unmasked Estep 
Score: -24471296.000000 Penalty: 4018.894531
	Iteration 53Q: 3 clusters Score -2.44713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 221591 members 
Entering Unmasked Estep 
Score: -24471304.000000 Penalty: 4018.894531
	Iteration 54Q: 3 clusters Score -2.44713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 221600 members 
Entering Unmasked Estep 
Score: -24471316.000000 Penalty: 4018.894531
	Iteration 55Q: 3 clusters Score -2.447132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 221610 members 
Entering Unmasked Estep 
Score: -24471320.000000 Penalty: 4018.894531
	Iteration 56Q: 3 clusters Score -2.447132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 221631 members 
Entering Unmasked Estep 
Score: -24471334.000000 Penalty: 4018.894531
	Iteration 57Q: 3 clusters Score -2.447133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 221653 members 
Entering Unmasked Estep 
Score: -24471328.000000 Penalty: 4018.894531
	Iteration 58Q: 3 clusters Score -2.447133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 221669 members 
Entering Unmasked Estep 
Score: -24471300.000000 Penalty: 4018.894531
	Iteration 59Q: 3 clusters Score -2.44713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 221677 members 
Entering Unmasked Estep 
Score: -24471308.000000 Penalty: 4018.894531
	Iteration 60F: 3 clusters Score -2.447131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 221687 members 
Entering Unmasked Estep 
Score: -24471314.000000 Penalty: 4018.894531
	Iteration 61Q: 3 clusters Score -2.447131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 221696 members 
Entering Unmasked Estep 
Score: -24471302.000000 Penalty: 4018.894531
	Iteration 62Q: 3 clusters Score -2.44713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 221702 members 
Entering Unmasked Estep 
Score: -24471280.000000 Penalty: 4018.894531
	Iteration 63Q: 3 clusters Score -2.447128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 221709 members 
Entering Unmasked Estep 
Score: -24471288.000000 Penalty: 4018.894531
	Iteration 64Q: 3 clusters Score -2.447129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 221710 members 
Entering Unmasked Estep 
Score: -24471284.000000 Penalty: 4018.894531
	Iteration 65Q: 3 clusters Score -2.447128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 221711 members 
Entering Unmasked Estep 
Score: -24471284.000000 Penalty: 4018.894531
	Iteration 66Q: 3 clusters Score -2.447128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 221711 members 
Entering Unmasked Estep 
Score: -24471294.000000 Penalty: 4018.894531
	Iteration 67Q: 3 clusters Score -2.447129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 221707 members 
Entering Unmasked Estep 
Score: -24471300.000000 Penalty: 4018.894531
	Iteration 68Q: 3 clusters Score -2.44713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 221705 members 
Entering Unmasked Estep 
Score: -24471308.000000 Penalty: 4018.894531
	Iteration 69Q: 3 clusters Score -2.447131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 221715 members 
Entering Unmasked Estep 
Score: -24471294.000000 Penalty: 4018.894531
	Iteration 70Q: 3 clusters Score -2.447129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 221712 members 
Entering Unmasked Estep 
Score: -24471304.000000 Penalty: 4018.894531
	Iteration 71Q: 3 clusters Score -2.44713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 221709 members 
Entering Unmasked Estep 
Score: -24471328.000000 Penalty: 4018.894531
	Iteration 72Q: 3 clusters Score -2.447133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 221714 members 
Entering Unmasked Estep 
Score: -24471338.000000 Penalty: 4018.894531
	Iteration 73Q: 3 clusters Score -2.447134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 221722 members 
Entering Unmasked Estep 
Score: -24471318.000000 Penalty: 4018.894531
	Iteration 74Q: 3 clusters Score -2.447132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 221727 members 
Entering Unmasked Estep 
Score: -24471314.000000 Penalty: 4018.894531
	Iteration 75Q: 3 clusters Score -2.447131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 221729 members 
Entering Unmasked Estep 
Score: -24471310.000000 Penalty: 4018.894531
	Iteration 76Q: 3 clusters Score -2.447131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 221736 members 
Entering Unmasked Estep 
Score: -24471294.000000 Penalty: 4018.894531
	Iteration 77Q: 3 clusters Score -2.447129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 221746 members 
Entering Unmasked Estep 
Score: -24471272.000000 Penalty: 4018.894531
	Iteration 78Q: 3 clusters Score -2.447127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 221751 members 
Entering Unmasked Estep 
Score: -24471280.000000 Penalty: 4018.894531
	Iteration 79Q: 3 clusters Score -2.447128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 221755 members 
Entering Unmasked Estep 
Score: -24471274.000000 Penalty: 4018.894531
	Iteration 80F: 3 clusters Score -2.447127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 221760 members 
Entering Unmasked Estep 
Score: -24471270.000000 Penalty: 4018.894531
	Iteration 81Q: 3 clusters Score -2.447127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 221763 members 
Entering Unmasked Estep 
Score: -24471276.000000 Penalty: 4018.894531
	Iteration 82Q: 3 clusters Score -2.447128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 221768 members 
Entering Unmasked Estep 
Score: -24471276.000000 Penalty: 4018.894531
	Iteration 83Q: 3 clusters Score -2.447128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 221775 members 
Entering Unmasked Estep 
Score: -24471286.000000 Penalty: 4018.894531
	Iteration 84Q: 3 clusters Score -2.447129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 221785 members 
Entering Unmasked Estep 
Score: -24471256.000000 Penalty: 4018.894531
	Iteration 85Q: 3 clusters Score -2.447126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 221792 members 
Entering Unmasked Estep 
Score: -24471256.000000 Penalty: 4018.894531
	Iteration 86Q: 3 clusters Score -2.447126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -24471254.000000 Penalty: 4018.894531
	Iteration 87Q: 3 clusters Score -2.447125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 221808 members 
Entering Unmasked Estep 
Score: -24471222.000000 Penalty: 4018.894531
	Iteration 88Q: 3 clusters Score -2.447122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 221814 members 
Entering Unmasked Estep 
Score: -24471218.000000 Penalty: 4018.894531
	Iteration 89Q: 3 clusters Score -2.447122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 221824 members 
Entering Unmasked Estep 
Score: -24471226.000000 Penalty: 4018.894531
	Iteration 90Q: 3 clusters Score -2.447123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 221836 members 
Entering Unmasked Estep 
Score: -24471220.000000 Penalty: 4018.894531
	Iteration 91Q: 3 clusters Score -2.447122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -24471206.000000 Penalty: 4018.894531
	Iteration 92Q: 3 clusters Score -2.447121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 221868 members 
Entering Unmasked Estep 
Score: -24471202.000000 Penalty: 4018.894531
	Iteration 93Q: 3 clusters Score -2.44712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 221882 members 
Entering Unmasked Estep 
Score: -24471206.000000 Penalty: 4018.894531
	Iteration 94Q: 3 clusters Score -2.447121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 221897 members 
Entering Unmasked Estep 
Score: -24471196.000000 Penalty: 4018.894531
	Iteration 95Q: 3 clusters Score -2.44712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 221914 members 
Entering Unmasked Estep 
Score: -24471214.000000 Penalty: 4018.894531
	Iteration 96Q: 3 clusters Score -2.447121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 221931 members 
Entering Unmasked Estep 
Score: -24471212.000000 Penalty: 4018.894531
	Iteration 97Q: 3 clusters Score -2.447121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 221952 members 
Entering Unmasked Estep 
Score: -24471204.000000 Penalty: 4018.894531
	Iteration 98Q: 3 clusters Score -2.44712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 221975 members 
Entering Unmasked Estep 
Score: -24471200.000000 Penalty: 4018.894531
	Iteration 99Q: 3 clusters Score -2.44712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 221989 members 
Entering Unmasked Estep 
Score: -24471176.000000 Penalty: 4018.894531
	Iteration 100F: 3 clusters Score -2.447118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 222009 members 
Entering Unmasked Estep 
Score: -24471170.000000 Penalty: 4018.894531
	Iteration 101Q: 3 clusters Score -2.447117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 222027 members 
Entering Unmasked Estep 
Score: -24471152.000000 Penalty: 4018.894531
	Iteration 102Q: 3 clusters Score -2.447115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 222043 members 
Entering Unmasked Estep 
Score: -24471156.000000 Penalty: 4018.894531
	Iteration 103Q: 3 clusters Score -2.447116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 222059 members 
Entering Unmasked Estep 
Score: -24471154.000000 Penalty: 4018.894531
	Iteration 104Q: 3 clusters Score -2.447115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 222072 members 
Entering Unmasked Estep 
Score: -24471152.000000 Penalty: 4018.894531
	Iteration 105Q: 3 clusters Score -2.447115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 222095 members 
Entering Unmasked Estep 
Score: -24471148.000000 Penalty: 4018.894531
	Iteration 106Q: 3 clusters Score -2.447115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 222118 members 
Entering Unmasked Estep 
Score: -24471110.000000 Penalty: 4018.894531
	Iteration 107Q: 3 clusters Score -2.447111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 222139 members 
Entering Unmasked Estep 
Score: -24471078.000000 Penalty: 4018.894531
	Iteration 108Q: 3 clusters Score -2.447108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 222154 members 
Entering Unmasked Estep 
Score: -24471090.000000 Penalty: 4018.894531
	Iteration 109Q: 3 clusters Score -2.447109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 222174 members 
Entering Unmasked Estep 
Score: -24471112.000000 Penalty: 4018.894531
	Iteration 110Q: 3 clusters Score -2.447111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 222193 members 
Entering Unmasked Estep 
Score: -24471072.000000 Penalty: 4018.894531
	Iteration 111Q: 3 clusters Score -2.447107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 222212 members 
Entering Unmasked Estep 
Score: -24471094.000000 Penalty: 4018.894531
	Iteration 112Q: 3 clusters Score -2.447109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 222228 members 
Entering Unmasked Estep 
Score: -24471062.000000 Penalty: 4018.894531
	Iteration 113Q: 3 clusters Score -2.447106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 222245 members 
Entering Unmasked Estep 
Score: -24471032.000000 Penalty: 4018.894531
	Iteration 114Q: 3 clusters Score -2.447103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 222265 members 
Entering Unmasked Estep 
Score: -24471002.000000 Penalty: 4018.894531
	Iteration 115Q: 3 clusters Score -2.4471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 222286 members 
Entering Unmasked Estep 
Score: -24470978.000000 Penalty: 4018.894531
	Iteration 116Q: 3 clusters Score -2.447098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 222304 members 
Entering Unmasked Estep 
Score: -24470980.000000 Penalty: 4018.894531
	Iteration 117Q: 3 clusters Score -2.447098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 222319 members 
Entering Unmasked Estep 
Score: -24470944.000000 Penalty: 4018.894531
	Iteration 118Q: 3 clusters Score -2.447094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 222332 members 
Entering Unmasked Estep 
Score: -24470970.000000 Penalty: 4018.894531
	Iteration 119Q: 3 clusters Score -2.447097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 222347 members 
Entering Unmasked Estep 
Score: -24470936.000000 Penalty: 4018.894531
	Iteration 120F: 3 clusters Score -2.447094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 222365 members 
Entering Unmasked Estep 
Score: -24470940.000000 Penalty: 4018.894531
	Iteration 121Q: 3 clusters Score -2.447094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 222379 members 
Entering Unmasked Estep 
Score: -24470944.000000 Penalty: 4018.894531
	Iteration 122Q: 3 clusters Score -2.447094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 222398 members 
Entering Unmasked Estep 
Score: -24470902.000000 Penalty: 4018.894531
	Iteration 123Q: 3 clusters Score -2.44709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 222414 members 
Entering Unmasked Estep 
Score: -24470892.000000 Penalty: 4018.894531
	Iteration 124Q: 3 clusters Score -2.447089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 222437 members 
Entering Unmasked Estep 
Score: -24470872.000000 Penalty: 4018.894531
	Iteration 125Q: 3 clusters Score -2.447087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 222467 members 
Entering Unmasked Estep 
Score: -24470882.000000 Penalty: 4018.894531
	Iteration 126Q: 3 clusters Score -2.447088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 222495 members 
Entering Unmasked Estep 
Score: -24470842.000000 Penalty: 4018.894531
	Iteration 127Q: 3 clusters Score -2.447084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 222521 members 
Entering Unmasked Estep 
Score: -24470856.000000 Penalty: 4018.894531
	Iteration 128Q: 3 clusters Score -2.447086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 222544 members 
Entering Unmasked Estep 
Score: -24470866.000000 Penalty: 4018.894531
	Iteration 129Q: 3 clusters Score -2.447087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 222560 members 
Entering Unmasked Estep 
Score: -24470844.000000 Penalty: 4018.894531
	Iteration 130Q: 3 clusters Score -2.447084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 222575 members 
Entering Unmasked Estep 
Score: -24470846.000000 Penalty: 4018.894531
	Iteration 131Q: 3 clusters Score -2.447085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 222593 members 
Entering Unmasked Estep 
Score: -24470856.000000 Penalty: 4018.894531
	Iteration 132Q: 3 clusters Score -2.447086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 222614 members 
Entering Unmasked Estep 
Score: -24470826.000000 Penalty: 4018.894531
	Iteration 133Q: 3 clusters Score -2.447083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -24470808.000000 Penalty: 4018.894531
	Iteration 134Q: 3 clusters Score -2.447081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 222641 members 
Entering Unmasked Estep 
Score: -24470830.000000 Penalty: 4018.894531
	Iteration 135Q: 3 clusters Score -2.447083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 222650 members 
Entering Unmasked Estep 
Score: -24470818.000000 Penalty: 4018.894531
	Iteration 136Q: 3 clusters Score -2.447082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 222663 members 
Entering Unmasked Estep 
Score: -24470834.000000 Penalty: 4018.894531
	Iteration 137Q: 3 clusters Score -2.447083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 222673 members 
Entering Unmasked Estep 
Score: -24470816.000000 Penalty: 4018.894531
	Iteration 138Q: 3 clusters Score -2.447082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 222682 members 
Entering Unmasked Estep 
Score: -24470806.000000 Penalty: 4018.894531
	Iteration 139Q: 3 clusters Score -2.447081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 222690 members 
Entering Unmasked Estep 
Score: -24470794.000000 Penalty: 4018.894531
	Iteration 140F: 3 clusters Score -2.447079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 222699 members 
Entering Unmasked Estep 
Score: -24470822.000000 Penalty: 4018.894531
	Iteration 141Q: 3 clusters Score -2.447082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 222714 members 
Entering Unmasked Estep 
Score: -24470810.000000 Penalty: 4018.894531
	Iteration 142Q: 3 clusters Score -2.447081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 222718 members 
Entering Unmasked Estep 
Score: -24470816.000000 Penalty: 4018.894531
	Iteration 143Q: 3 clusters Score -2.447082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 222719 members 
Entering Unmasked Estep 
Score: -24470820.000000 Penalty: 4018.894531
	Iteration 144Q: 3 clusters Score -2.447082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 222722 members 
Entering Unmasked Estep 
Score: -24470814.000000 Penalty: 4018.894531
	Iteration 145Q: 3 clusters Score -2.447081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 222728 members 
Entering Unmasked Estep 
Score: -24470796.000000 Penalty: 4018.894531
	Iteration 146Q: 3 clusters Score -2.44708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 222734 members 
Entering Unmasked Estep 
Score: -24470800.000000 Penalty: 4018.894531
	Iteration 147Q: 3 clusters Score -2.44708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 222746 members 
Entering Unmasked Estep 
Score: -24470780.000000 Penalty: 4018.894531
	Iteration 148Q: 3 clusters Score -2.447078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 222754 members 
Entering Unmasked Estep 
Score: -24470768.000000 Penalty: 4018.894531
	Iteration 149Q: 3 clusters Score -2.447077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 222762 members 
Entering Unmasked Estep 
Score: -24470794.000000 Penalty: 4018.894531
	Iteration 150Q: 3 clusters Score -2.447079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 222768 members 
Entering Unmasked Estep 
Score: -24470778.000000 Penalty: 4018.894531
	Iteration 151Q: 3 clusters Score -2.447078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 222779 members 
Entering Unmasked Estep 
Score: -24470800.000000 Penalty: 4018.894531
	Iteration 152Q: 3 clusters Score -2.44708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 222796 members 
Entering Unmasked Estep 
Score: -24470782.000000 Penalty: 4018.894531
	Iteration 153Q: 3 clusters Score -2.447078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 222811 members 
Entering Unmasked Estep 
Score: -24470782.000000 Penalty: 4018.894531
	Iteration 154Q: 3 clusters Score -2.447078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 222825 members 
Entering Unmasked Estep 
Score: -24470764.000000 Penalty: 4018.894531
	Iteration 155Q: 3 clusters Score -2.447076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 222838 members 
Entering Unmasked Estep 
Score: -24470754.000000 Penalty: 4018.894531
	Iteration 156Q: 3 clusters Score -2.447075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 222854 members 
Entering Unmasked Estep 
Score: -24470764.000000 Penalty: 4018.894531
	Iteration 157Q: 3 clusters Score -2.447076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 222859 members 
Entering Unmasked Estep 
Score: -24470760.000000 Penalty: 4018.894531
	Iteration 158Q: 3 clusters Score -2.447076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 222869 members 
Entering Unmasked Estep 
Score: -24470748.000000 Penalty: 4018.894531
	Iteration 159Q: 3 clusters Score -2.447075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 222874 members 
Entering Unmasked Estep 
Score: -24470746.000000 Penalty: 4018.894531
	Iteration 160F: 3 clusters Score -2.447075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 222875 members 
Entering Unmasked Estep 
Score: -24470744.000000 Penalty: 4018.894531
	Iteration 161Q: 3 clusters Score -2.447074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 222878 members 
Entering Unmasked Estep 
Score: -24470734.000000 Penalty: 4018.894531
	Iteration 162Q: 3 clusters Score -2.447073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 222879 members 
Entering Unmasked Estep 
Score: -24470728.000000 Penalty: 4018.894531
	Iteration 163Q: 3 clusters Score -2.447073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 222880 members 
Entering Unmasked Estep 
Score: -24470734.000000 Penalty: 4018.894531
	Iteration 164Q: 3 clusters Score -2.447073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 222880 members 
Entering Unmasked Estep 
Score: -24470734.000000 Penalty: 4018.894531
	Iteration 165F: 3 clusters Score -2.447073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 83161 members 
Mstep: Class 5 contains 85292 members 
Mstep: Class 6 contains 13936 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 163096 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Entering Unmasked Estep 
Score: -153657456.000000 Penalty: 46293.628906
Splitting cluster 2 changes total score from -153645776.000000 to -153657456.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (63496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Entering Unmasked Estep 
Score: -6653650.500000 Penalty: 1797.043945
	Iteration 0F: 2 clusters Score -6653650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -6611198.500000 Penalty: 3594.087891
	Iteration 0F: 3 clusters Score -6611198 nChanged 30073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -6628420.000000 Penalty: 3594.087891
	Iteration 1F: 3 clusters Score -6628420 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -6629483.500000 Penalty: 3594.087891
	Iteration 2Q: 3 clusters Score -6629484 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -6631280.500000 Penalty: 3594.087891
	Iteration 3F: 3 clusters Score -6631280 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -6634048.500000 Penalty: 3594.087891
	Iteration 4F: 3 clusters Score -6634048 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -6637838.000000 Penalty: 3594.087891
	Iteration 5F: 3 clusters Score -6637838 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6641994.000000 Penalty: 3594.087891
	Iteration 6F: 3 clusters Score -6641994 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6645414.000000 Penalty: 3594.087891
	Iteration 7F: 3 clusters Score -6645414 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -6647747.500000 Penalty: 3594.087891
	Iteration 8Q: 3 clusters Score -6647748 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -6649031.500000 Penalty: 3594.087891
	Iteration 9Q: 3 clusters Score -6649032 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -6649823.500000 Penalty: 3594.087891
	Iteration 10Q: 3 clusters Score -6649824 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -6650329.500000 Penalty: 3594.087891
	Iteration 11Q: 3 clusters Score -6650330 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -6650716.500000 Penalty: 3594.087891
	Iteration 12Q: 3 clusters Score -6650716 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -6650943.000000 Penalty: 3594.087891
	Iteration 13Q: 3 clusters Score -6650943 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -6651175.500000 Penalty: 3594.087891
	Iteration 14Q: 3 clusters Score -6651176 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -6651364.500000 Penalty: 3594.087891
	Iteration 15Q: 3 clusters Score -6651364 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -6651492.500000 Penalty: 3594.087891
	Iteration 16Q: 3 clusters Score -6651492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -6651622.500000 Penalty: 3594.087891
	Iteration 17Q: 3 clusters Score -6651622 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -6651726.500000 Penalty: 3594.087891
	Iteration 18Q: 3 clusters Score -6651726 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -6651815.500000 Penalty: 3594.087891
	Iteration 19Q: 3 clusters Score -6651816 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -6651887.500000 Penalty: 3594.087891
	Iteration 20F: 3 clusters Score -6651888 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -6651960.500000 Penalty: 3594.087891
	Iteration 21Q: 3 clusters Score -6651960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -6652043.000000 Penalty: 3594.087891
	Iteration 22Q: 3 clusters Score -6652043 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -6652115.000000 Penalty: 3594.087891
	Iteration 23Q: 3 clusters Score -6652115 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -6652173.500000 Penalty: 3594.087891
	Iteration 24Q: 3 clusters Score -6652174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -6652217.000000 Penalty: 3594.087891
	Iteration 25Q: 3 clusters Score -6652217 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -6652247.500000 Penalty: 3594.087891
	Iteration 26Q: 3 clusters Score -6652248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -6652281.500000 Penalty: 3594.087891
	Iteration 27Q: 3 clusters Score -6652282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -6652312.000000 Penalty: 3594.087891
	Iteration 28Q: 3 clusters Score -6652312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -6652323.000000 Penalty: 3594.087891
	Iteration 29Q: 3 clusters Score -6652323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -6652330.500000 Penalty: 3594.087891
	Iteration 30Q: 3 clusters Score -6652330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -6652341.000000 Penalty: 3594.087891
	Iteration 31Q: 3 clusters Score -6652341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -6652369.000000 Penalty: 3594.087891
	Iteration 32Q: 3 clusters Score -6652369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -6652380.000000 Penalty: 3594.087891
	Iteration 33Q: 3 clusters Score -6652380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -6652384.500000 Penalty: 3594.087891
	Iteration 34Q: 3 clusters Score -6652384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -6652392.500000 Penalty: 3594.087891
	Iteration 35Q: 3 clusters Score -6652392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -6652399.500000 Penalty: 3594.087891
	Iteration 36Q: 3 clusters Score -6652400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -6652399.500000 Penalty: 3594.087891
	Iteration 37Q: 3 clusters Score -6652400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -6652402.000000 Penalty: 3594.087891
	Iteration 38Q: 3 clusters Score -6652402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -6652404.500000 Penalty: 3594.087891
	Iteration 39Q: 3 clusters Score -6652404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -6652410.500000 Penalty: 3594.087891
	Iteration 40F: 3 clusters Score -6652410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -6652413.000000 Penalty: 3594.087891
	Iteration 41Q: 3 clusters Score -6652413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -6652416.500000 Penalty: 3594.087891
	Iteration 42Q: 3 clusters Score -6652416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -6652417.000000 Penalty: 3594.087891
	Iteration 43Q: 3 clusters Score -6652417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -6652420.000000 Penalty: 3594.087891
	Iteration 44Q: 3 clusters Score -6652420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -6652431.500000 Penalty: 3594.087891
	Iteration 45Q: 3 clusters Score -6652432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -6652434.000000 Penalty: 3594.087891
	Iteration 46Q: 3 clusters Score -6652434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -6652445.500000 Penalty: 3594.087891
	Iteration 47Q: 3 clusters Score -6652446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -6652445.500000 Penalty: 3594.087891
	Iteration 48Q: 3 clusters Score -6652446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -6652445.000000 Penalty: 3594.087891
	Iteration 49Q: 3 clusters Score -6652445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -6652447.000000 Penalty: 3594.087891
	Iteration 50Q: 3 clusters Score -6652447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -6652449.000000 Penalty: 3594.087891
	Iteration 51Q: 3 clusters Score -6652449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -6652445.000000 Penalty: 3594.087891
	Iteration 52Q: 3 clusters Score -6652445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -6652457.000000 Penalty: 3594.087891
	Iteration 53Q: 3 clusters Score -6652457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -6652461.500000 Penalty: 3594.087891
	Iteration 54Q: 3 clusters Score -6652462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -6652465.000000 Penalty: 3594.087891
	Iteration 55Q: 3 clusters Score -6652465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -6652464.000000 Penalty: 3594.087891
	Iteration 56Q: 3 clusters Score -6652464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -6652466.000000 Penalty: 3594.087891
	Iteration 57Q: 3 clusters Score -6652466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -6652474.500000 Penalty: 3594.087891
	Iteration 58Q: 3 clusters Score -6652474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -6652475.500000 Penalty: 3594.087891
	Iteration 59Q: 3 clusters Score -6652476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -6652472.500000 Penalty: 3594.087891
	Iteration 60F: 3 clusters Score -6652472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -6652471.500000 Penalty: 3594.087891
	Iteration 61Q: 3 clusters Score -6652472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -6652480.000000 Penalty: 3594.087891
	Iteration 62Q: 3 clusters Score -6652480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -6652479.500000 Penalty: 3594.087891
	Iteration 63Q: 3 clusters Score -6652480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -6652481.000000 Penalty: 3594.087891
	Iteration 64Q: 3 clusters Score -6652481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -6652479.500000 Penalty: 3594.087891
	Iteration 65Q: 3 clusters Score -6652480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -6652481.500000 Penalty: 3594.087891
	Iteration 66Q: 3 clusters Score -6652482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -6652481.500000 Penalty: 3594.087891
	Iteration 67F: 3 clusters Score -6652482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Entering Unmasked Estep 
Score: -8600603.000000 Penalty: 1840.886841
	Iteration 0F: 2 clusters Score -8600603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -8544950.000000 Penalty: 3681.773682
	Iteration 0F: 3 clusters Score -8544950 nChanged 39602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8568404.000000 Penalty: 3681.773682
	Iteration 1F: 3 clusters Score -8568404 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -8571085.000000 Penalty: 3681.773682
	Iteration 2F: 3 clusters Score -8571085 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -8576661.000000 Penalty: 3681.773682
	Iteration 3F: 3 clusters Score -8576661 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -8585122.000000 Penalty: 3681.773682
	Iteration 4F: 3 clusters Score -8585122 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8593310.000000 Penalty: 3681.773682
	Iteration 5F: 3 clusters Score -8593310 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -8598876.000000 Penalty: 3681.773682
	Iteration 6F: 3 clusters Score -8598876 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -8602375.000000 Penalty: 3681.773682
	Iteration 7F: 3 clusters Score -8602375 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -8604410.000000 Penalty: 3681.773682
	Iteration 8Q: 3 clusters Score -8604410 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -8605572.000000 Penalty: 3681.773682
	Iteration 9Q: 3 clusters Score -8605572 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -8606262.000000 Penalty: 3681.773682
	Iteration 10Q: 3 clusters Score -8606262 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8606754.000000 Penalty: 3681.773682
	Iteration 11Q: 3 clusters Score -8606754 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -8607114.000000 Penalty: 3681.773682
	Iteration 12Q: 3 clusters Score -8607114 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -8607302.000000 Penalty: 3681.773682
	Iteration 13Q: 3 clusters Score -8607302 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -8607506.000000 Penalty: 3681.773682
	Iteration 14Q: 3 clusters Score -8607506 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -8607636.000000 Penalty: 3681.773682
	Iteration 15Q: 3 clusters Score -8607636 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -8607778.000000 Penalty: 3681.773682
	Iteration 16Q: 3 clusters Score -8607778 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -8607808.000000 Penalty: 3681.773682
	Iteration 17Q: 3 clusters Score -8607808 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -8607835.000000 Penalty: 3681.773682
	Iteration 18Q: 3 clusters Score -8607835 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -8607883.000000 Penalty: 3681.773682
	Iteration 19Q: 3 clusters Score -8607883 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -8607906.000000 Penalty: 3681.773682
	Iteration 20F: 3 clusters Score -8607906 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -8607933.000000 Penalty: 3681.773682
	Iteration 21Q: 3 clusters Score -8607933 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -8607945.000000 Penalty: 3681.773682
	Iteration 22Q: 3 clusters Score -8607945 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -8607916.000000 Penalty: 3681.773682
	Iteration 23Q: 3 clusters Score -8607916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -8607944.000000 Penalty: 3681.773682
	Iteration 24Q: 3 clusters Score -8607944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -8607978.000000 Penalty: 3681.773682
	Iteration 25Q: 3 clusters Score -8607978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -8607963.000000 Penalty: 3681.773682
	Iteration 26Q: 3 clusters Score -8607963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -8607979.000000 Penalty: 3681.773682
	Iteration 27Q: 3 clusters Score -8607979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -8608000.000000 Penalty: 3681.773682
	Iteration 28Q: 3 clusters Score -8608000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -8607993.000000 Penalty: 3681.773682
	Iteration 29Q: 3 clusters Score -8607993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -8607993.000000 Penalty: 3681.773682
	Iteration 30Q: 3 clusters Score -8607993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -8607998.000000 Penalty: 3681.773682
	Iteration 31Q: 3 clusters Score -8607998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -8607999.000000 Penalty: 3681.773682
	Iteration 32Q: 3 clusters Score -8607999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -8608018.000000 Penalty: 3681.773682
	Iteration 33Q: 3 clusters Score -8608018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8608022.000000 Penalty: 3681.773682
	Iteration 34Q: 3 clusters Score -8608022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -8608031.000000 Penalty: 3681.773682
	Iteration 35Q: 3 clusters Score -8608031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -8608026.000000 Penalty: 3681.773682
	Iteration 36Q: 3 clusters Score -8608026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -8608026.000000 Penalty: 3681.773682
	Iteration 37Q: 3 clusters Score -8608026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8608045.000000 Penalty: 3681.773682
	Iteration 38Q: 3 clusters Score -8608045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -8608039.000000 Penalty: 3681.773682
	Iteration 39Q: 3 clusters Score -8608039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -8608037.000000 Penalty: 3681.773682
	Iteration 40F: 3 clusters Score -8608037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -8608053.000000 Penalty: 3681.773682
	Iteration 41Q: 3 clusters Score -8608053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -8608059.000000 Penalty: 3681.773682
	Iteration 42Q: 3 clusters Score -8608059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -8608059.000000 Penalty: 3681.773682
	Iteration 43Q: 3 clusters Score -8608059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -8608070.000000 Penalty: 3681.773682
	Iteration 44Q: 3 clusters Score -8608070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -8608070.000000 Penalty: 3681.773682
	Iteration 45Q: 3 clusters Score -8608070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -8608085.000000 Penalty: 3681.773682
	Iteration 46Q: 3 clusters Score -8608085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -8608073.000000 Penalty: 3681.773682
	Iteration 47Q: 3 clusters Score -8608073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -8608075.000000 Penalty: 3681.773682
	Iteration 48Q: 3 clusters Score -8608075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -8608088.000000 Penalty: 3681.773682
	Iteration 49Q: 3 clusters Score -8608088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -8608096.000000 Penalty: 3681.773682
	Iteration 50Q: 3 clusters Score -8608096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -8608107.000000 Penalty: 3681.773682
	Iteration 51Q: 3 clusters Score -8608107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -8608095.000000 Penalty: 3681.773682
	Iteration 52Q: 3 clusters Score -8608095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -8608097.000000 Penalty: 3681.773682
	Iteration 53Q: 3 clusters Score -8608097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -8608103.000000 Penalty: 3681.773682
	Iteration 54Q: 3 clusters Score -8608103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8608094.000000 Penalty: 3681.773682
	Iteration 55Q: 3 clusters Score -8608094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -8608108.000000 Penalty: 3681.773682
	Iteration 56Q: 3 clusters Score -8608108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -8608107.000000 Penalty: 3681.773682
	Iteration 57Q: 3 clusters Score -8608107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8608103.000000 Penalty: 3681.773682
	Iteration 58Q: 3 clusters Score -8608103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -8608100.000000 Penalty: 3681.773682
	Iteration 59Q: 3 clusters Score -8608100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -8608100.000000 Penalty: 3681.773682
	Iteration 60F: 3 clusters Score -8608100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -8608101.000000 Penalty: 3681.773682
	Iteration 61Q: 3 clusters Score -8608101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8608097.000000 Penalty: 3681.773682
	Iteration 62Q: 3 clusters Score -8608097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -8608101.000000 Penalty: 3681.773682
	Iteration 63Q: 3 clusters Score -8608101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -8608105.000000 Penalty: 3681.773682
	Iteration 64Q: 3 clusters Score -8608105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -8608106.000000 Penalty: 3681.773682
	Iteration 65Q: 3 clusters Score -8608106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -8608106.000000 Penalty: 3681.773682
	Iteration 66Q: 3 clusters Score -8608106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -8608110.000000 Penalty: 3681.773682
	Iteration 67Q: 3 clusters Score -8608110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -8608109.000000 Penalty: 3681.773682
	Iteration 68Q: 3 clusters Score -8608109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -8608103.000000 Penalty: 3681.773682
	Iteration 69Q: 3 clusters Score -8608103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8608109.000000 Penalty: 3681.773682
	Iteration 70Q: 3 clusters Score -8608109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -8608110.000000 Penalty: 3681.773682
	Iteration 71Q: 3 clusters Score -8608110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -8608112.000000 Penalty: 3681.773682
	Iteration 72Q: 3 clusters Score -8608112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -8608112.000000 Penalty: 3681.773682
	Iteration 73F: 3 clusters Score -8608112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 85292 members 
Mstep: Class 6 contains 13936 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 163096 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Entering Unmasked Estep 
Score: -153664976.000000 Penalty: 48608.308594
Splitting cluster 4 changes total score from -153645776.000000 to -153664976.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (85292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Entering Unmasked Estep 
Score: -8655046.000000 Penalty: 1844.998413
	Iteration 0F: 2 clusters Score -8655046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8598041.000000 Penalty: 3689.996826
	Iteration 0F: 3 clusters Score -8598041 nChanged 40710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8623248.000000 Penalty: 3689.996826
	Iteration 1F: 3 clusters Score -8623248 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8627322.000000 Penalty: 3689.996826
	Iteration 2F: 3 clusters Score -8627322 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -8636225.000000 Penalty: 3689.996826
	Iteration 3F: 3 clusters Score -8636225 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -8647881.000000 Penalty: 3689.996826
	Iteration 4F: 3 clusters Score -8647881 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8655875.000000 Penalty: 3689.996826
	Iteration 5F: 3 clusters Score -8655875 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -8659757.000000 Penalty: 3689.996826
	Iteration 6F: 3 clusters Score -8659757 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -8661886.000000 Penalty: 3689.996826
	Iteration 7Q: 3 clusters Score -8661886 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -8663539.000000 Penalty: 3689.996826
	Iteration 8Q: 3 clusters Score -8663539 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -8664736.000000 Penalty: 3689.996826
	Iteration 9Q: 3 clusters Score -8664736 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -8665652.000000 Penalty: 3689.996826
	Iteration 10Q: 3 clusters Score -8665652 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8666244.000000 Penalty: 3689.996826
	Iteration 11Q: 3 clusters Score -8666244 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -8666562.000000 Penalty: 3689.996826
	Iteration 12Q: 3 clusters Score -8666562 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -8666802.000000 Penalty: 3689.996826
	Iteration 13Q: 3 clusters Score -8666802 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -8666889.000000 Penalty: 3689.996826
	Iteration 14Q: 3 clusters Score -8666889 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -8666930.000000 Penalty: 3689.996826
	Iteration 15Q: 3 clusters Score -8666930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8666954.000000 Penalty: 3689.996826
	Iteration 16Q: 3 clusters Score -8666954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -8666972.000000 Penalty: 3689.996826
	Iteration 17Q: 3 clusters Score -8666972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8666968.000000 Penalty: 3689.996826
	Iteration 18Q: 3 clusters Score -8666968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8666965.000000 Penalty: 3689.996826
	Iteration 19Q: 3 clusters Score -8666965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -8666976.000000 Penalty: 3689.996826
	Iteration 20F: 3 clusters Score -8666976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -8666983.000000 Penalty: 3689.996826
	Iteration 21Q: 3 clusters Score -8666983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -8666981.000000 Penalty: 3689.996826
	Iteration 22Q: 3 clusters Score -8666981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -8666993.000000 Penalty: 3689.996826
	Iteration 23Q: 3 clusters Score -8666993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8667005.000000 Penalty: 3689.996826
	Iteration 24Q: 3 clusters Score -8667005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -8667006.000000 Penalty: 3689.996826
	Iteration 25Q: 3 clusters Score -8667006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8667003.000000 Penalty: 3689.996826
	Iteration 26Q: 3 clusters Score -8667003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -8667003.000000 Penalty: 3689.996826
	Iteration 27Q: 3 clusters Score -8667003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -8667003.000000 Penalty: 3689.996826
	Iteration 28Q: 3 clusters Score -8667003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8667007.000000 Penalty: 3689.996826
	Iteration 29Q: 3 clusters Score -8667007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79817 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8667004.000000 Penalty: 3689.996826
	Iteration 30Q: 3 clusters Score -8667004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -8667005.000000 Penalty: 3689.996826
	Iteration 31Q: 3 clusters Score -8667005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8667005.000000 Penalty: 3689.996826
	Iteration 32Q: 3 clusters Score -8667005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8667002.000000 Penalty: 3689.996826
	Iteration 33Q: 3 clusters Score -8667002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8667002.000000 Penalty: 3689.996826
	Iteration 34F: 3 clusters Score -8667002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 13936 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 163096 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Entering Unmasked Estep 
Score: -153680624.000000 Penalty: 50922.992188
Splitting cluster 5 changes total score from -153645776.000000 to -153680624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (13936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Entering Unmasked Estep 
Score: -1288494.875000 Penalty: 1550.612427
	Iteration 0F: 2 clusters Score -1288495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1279055.375000 Penalty: 3101.224854
	Iteration 0F: 3 clusters Score -1279055 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1285200.375000 Penalty: 3101.224854
	Iteration 1F: 3 clusters Score -1285200 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1290370.500000 Penalty: 3101.224854
	Iteration 2F: 3 clusters Score -1290370 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1293988.875000 Penalty: 3101.224854
	Iteration 3F: 3 clusters Score -1293989 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1295020.000000 Penalty: 3101.224854
	Iteration 4F: 3 clusters Score -1295020 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1295320.625000 Penalty: 3101.224854
	Iteration 5Q: 3 clusters Score -1295321 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1295407.750000 Penalty: 3101.224854
	Iteration 6Q: 3 clusters Score -1295408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1295445.125000 Penalty: 3101.224854
	Iteration 7Q: 3 clusters Score -1295445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1295466.000000 Penalty: 3101.224854
	Iteration 8Q: 3 clusters Score -1295466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1295468.875000 Penalty: 3101.224854
	Iteration 9Q: 3 clusters Score -1295469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1295473.500000 Penalty: 3101.224854
	Iteration 10Q: 3 clusters Score -1295474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1295474.625000 Penalty: 3101.224854
	Iteration 11Q: 3 clusters Score -1295475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1295477.625000 Penalty: 3101.224854
	Iteration 12Q: 3 clusters Score -1295478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1295481.250000 Penalty: 3101.224854
	Iteration 13Q: 3 clusters Score -1295481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1295480.875000 Penalty: 3101.224854
	Iteration 14Q: 3 clusters Score -1295481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1295480.500000 Penalty: 3101.224854
	Iteration 15Q: 3 clusters Score -1295480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1295479.125000 Penalty: 3101.224854
	Iteration 16Q: 3 clusters Score -1295479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1295480.375000 Penalty: 3101.224854
	Iteration 17Q: 3 clusters Score -1295480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1295480.625000 Penalty: 3101.224854
	Iteration 18Q: 3 clusters Score -1295481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1295482.125000 Penalty: 3101.224854
	Iteration 19Q: 3 clusters Score -1295482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1295483.750000 Penalty: 3101.224854
	Iteration 20F: 3 clusters Score -1295484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 163096 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Entering Unmasked Estep 
Score: -153686880.000000 Penalty: 53237.671875
Splitting cluster 6 changes total score from -153645776.000000 to -153686880.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (86900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Entering Unmasked Estep 
Score: -9086886.000000 Penalty: 1848.033447
	Iteration 0F: 2 clusters Score -9086886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -9028768.000000 Penalty: 3696.066895
	Iteration 0F: 3 clusters Score -9028768 nChanged 41506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -9053019.000000 Penalty: 3696.066895
	Iteration 1F: 3 clusters Score -9053019 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -9054270.000000 Penalty: 3696.066895
	Iteration 2Q: 3 clusters Score -9054270 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -9055803.000000 Penalty: 3696.066895
	Iteration 3Q: 3 clusters Score -9055803 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -9057940.000000 Penalty: 3696.066895
	Iteration 4Q: 3 clusters Score -9057940 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -9060751.000000 Penalty: 3696.066895
	Iteration 5F: 3 clusters Score -9060751 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -9063900.000000 Penalty: 3696.066895
	Iteration 6F: 3 clusters Score -9063900 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -9066729.000000 Penalty: 3696.066895
	Iteration 7F: 3 clusters Score -9066729 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -9069053.000000 Penalty: 3696.066895
	Iteration 8F: 3 clusters Score -9069053 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -9070759.000000 Penalty: 3696.066895
	Iteration 9Q: 3 clusters Score -9070759 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -9071895.000000 Penalty: 3696.066895
	Iteration 10Q: 3 clusters Score -9071895 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -9072655.000000 Penalty: 3696.066895
	Iteration 11Q: 3 clusters Score -9072655 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9073075.000000 Penalty: 3696.066895
	Iteration 12Q: 3 clusters Score -9073075 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9073370.000000 Penalty: 3696.066895
	Iteration 13Q: 3 clusters Score -9073370 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -9073588.000000 Penalty: 3696.066895
	Iteration 14Q: 3 clusters Score -9073588 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -9073788.000000 Penalty: 3696.066895
	Iteration 15Q: 3 clusters Score -9073788 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -9073886.000000 Penalty: 3696.066895
	Iteration 16Q: 3 clusters Score -9073886 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -9074041.000000 Penalty: 3696.066895
	Iteration 17Q: 3 clusters Score -9074041 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -9074172.000000 Penalty: 3696.066895
	Iteration 18Q: 3 clusters Score -9074172 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -9074354.000000 Penalty: 3696.066895
	Iteration 19Q: 3 clusters Score -9074354 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9074430.000000 Penalty: 3696.066895
	Iteration 20F: 3 clusters Score -9074430 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -9074530.000000 Penalty: 3696.066895
	Iteration 21Q: 3 clusters Score -9074530 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -9074667.000000 Penalty: 3696.066895
	Iteration 22Q: 3 clusters Score -9074667 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -9074796.000000 Penalty: 3696.066895
	Iteration 23Q: 3 clusters Score -9074796 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -9074925.000000 Penalty: 3696.066895
	Iteration 24Q: 3 clusters Score -9074925 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -9075100.000000 Penalty: 3696.066895
	Iteration 25Q: 3 clusters Score -9075100 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -9075216.000000 Penalty: 3696.066895
	Iteration 26Q: 3 clusters Score -9075216 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -9075405.000000 Penalty: 3696.066895
	Iteration 27Q: 3 clusters Score -9075405 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -9075613.000000 Penalty: 3696.066895
	Iteration 28Q: 3 clusters Score -9075613 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -9075823.000000 Penalty: 3696.066895
	Iteration 29Q: 3 clusters Score -9075823 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -9075976.000000 Penalty: 3696.066895
	Iteration 30Q: 3 clusters Score -9075976 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -9076129.000000 Penalty: 3696.066895
	Iteration 31Q: 3 clusters Score -9076129 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -9076236.000000 Penalty: 3696.066895
	Iteration 32Q: 3 clusters Score -9076236 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -9076465.000000 Penalty: 3696.066895
	Iteration 33Q: 3 clusters Score -9076465 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -9076582.000000 Penalty: 3696.066895
	Iteration 34Q: 3 clusters Score -9076582 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -9076716.000000 Penalty: 3696.066895
	Iteration 35Q: 3 clusters Score -9076716 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -9076810.000000 Penalty: 3696.066895
	Iteration 36Q: 3 clusters Score -9076810 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -9076969.000000 Penalty: 3696.066895
	Iteration 37Q: 3 clusters Score -9076969 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -9077147.000000 Penalty: 3696.066895
	Iteration 38Q: 3 clusters Score -9077147 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -9077346.000000 Penalty: 3696.066895
	Iteration 39Q: 3 clusters Score -9077346 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9077526.000000 Penalty: 3696.066895
	Iteration 40F: 3 clusters Score -9077526 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -9077680.000000 Penalty: 3696.066895
	Iteration 41Q: 3 clusters Score -9077680 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -9077890.000000 Penalty: 3696.066895
	Iteration 42Q: 3 clusters Score -9077890 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -9078152.000000 Penalty: 3696.066895
	Iteration 43Q: 3 clusters Score -9078152 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -9078437.000000 Penalty: 3696.066895
	Iteration 44Q: 3 clusters Score -9078437 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -9078735.000000 Penalty: 3696.066895
	Iteration 45Q: 3 clusters Score -9078735 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -9079092.000000 Penalty: 3696.066895
	Iteration 46Q: 3 clusters Score -9079092 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -9079505.000000 Penalty: 3696.066895
	Iteration 47Q: 3 clusters Score -9079505 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -9079778.000000 Penalty: 3696.066895
	Iteration 48Q: 3 clusters Score -9079778 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -9080058.000000 Penalty: 3696.066895
	Iteration 49Q: 3 clusters Score -9080058 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -9080356.000000 Penalty: 3696.066895
	Iteration 50Q: 3 clusters Score -9080356 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -9080580.000000 Penalty: 3696.066895
	Iteration 51Q: 3 clusters Score -9080580 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9080807 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9081069 nChanged 965
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9081381 nChanged 955
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9081671 nChanged 938
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9081954 nChanged 950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9082271 nChanged 926
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9082567 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9082899 nChanged 814
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9083158 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9083449 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9083744 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9083974 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9084193 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9084367 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9084518.000000 Penalty: 3696.066895
	Iteration 66Q: 3 clusters Score -9084518 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9084655 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9084786 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9084880 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9084943 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9084995 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9085038 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84805 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9085089 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9085135.000000 Penalty: 3696.066895
	Iteration 74Q: 3 clusters Score -9085135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9085186.000000 Penalty: 3696.066895
	Iteration 75Q: 3 clusters Score -9085186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9085225.000000 Penalty: 3696.066895
	Iteration 76Q: 3 clusters Score -9085225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9085233.000000 Penalty: 3696.066895
	Iteration 77Q: 3 clusters Score -9085233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9085237.000000 Penalty: 3696.066895
	Iteration 78Q: 3 clusters Score -9085237 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9085251.000000 Penalty: 3696.066895
	Iteration 79Q: 3 clusters Score -9085251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9085254.000000 Penalty: 3696.066895
	Iteration 80F: 3 clusters Score -9085254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9085279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9085294 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9085299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9085291 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9085305 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9085313.000000 Penalty: 3696.066895
	Iteration 86Q: 3 clusters Score -9085313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9085312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9085325.000000 Penalty: 3696.066895
	Iteration 88Q: 3 clusters Score -9085325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9085337.000000 Penalty: 3696.066895
	Iteration 89Q: 3 clusters Score -9085337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9085346.000000 Penalty: 3696.066895
	Iteration 90Q: 3 clusters Score -9085346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9085339.000000 Penalty: 3696.066895
	Iteration 91Q: 3 clusters Score -9085339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9085351.000000 Penalty: 3696.066895
	Iteration 92Q: 3 clusters Score -9085351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9085355.000000 Penalty: 3696.066895
	Iteration 93Q: 3 clusters Score -9085355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9085354.000000 Penalty: 3696.066895
	Iteration 94Q: 3 clusters Score -9085354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85682 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9085369.000000 Penalty: 3696.066895
	Iteration 95Q: 3 clusters Score -9085369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9085365.000000 Penalty: 3696.066895
	Iteration 96Q: 3 clusters Score -9085365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9085381.000000 Penalty: 3696.066895
	Iteration 97Q: 3 clusters Score -9085381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9085378.000000 Penalty: 3696.066895
	Iteration 98Q: 3 clusters Score -9085378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9085378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9085377.000000 Penalty: 3696.066895
	Iteration 100F: 3 clusters Score -9085377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9085372.000000 Penalty: 3696.066895
	Iteration 101Q: 3 clusters Score -9085372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85738 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9085380.000000 Penalty: 3696.066895
	Iteration 102Q: 3 clusters Score -9085380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9085388.000000 Penalty: 3696.066895
	Iteration 103Q: 3 clusters Score -9085388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9085393.000000 Penalty: 3696.066895
	Iteration 104Q: 3 clusters Score -9085393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9085401.000000 Penalty: 3696.066895
	Iteration 105Q: 3 clusters Score -9085401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9085409.000000 Penalty: 3696.066895
	Iteration 106Q: 3 clusters Score -9085409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9085407.000000 Penalty: 3696.066895
	Iteration 107Q: 3 clusters Score -9085407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9085419.000000 Penalty: 3696.066895
	Iteration 108Q: 3 clusters Score -9085419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9085424.000000 Penalty: 3696.066895
	Iteration 109Q: 3 clusters Score -9085424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9085433.000000 Penalty: 3696.066895
	Iteration 110Q: 3 clusters Score -9085433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9085422.000000 Penalty: 3696.066895
	Iteration 111Q: 3 clusters Score -9085422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9085428.000000 Penalty: 3696.066895
	Iteration 112Q: 3 clusters Score -9085428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9085438.000000 Penalty: 3696.066895
	Iteration 113Q: 3 clusters Score -9085438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9085429.000000 Penalty: 3696.066895
	Iteration 114Q: 3 clusters Score -9085429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9085430.000000 Penalty: 3696.066895
	Iteration 115Q: 3 clusters Score -9085430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9085418.000000 Penalty: 3696.066895
	Iteration 116Q: 3 clusters Score -9085418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9085431.000000 Penalty: 3696.066895
	Iteration 117Q: 3 clusters Score -9085431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9085433.000000 Penalty: 3696.066895
	Iteration 118Q: 3 clusters Score -9085433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9085438.000000 Penalty: 3696.066895
	Iteration 119Q: 3 clusters Score -9085438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9085436.000000 Penalty: 3696.066895
	Iteration 120F: 3 clusters Score -9085436 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9085435 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9085436.000000 Penalty: 3696.066895
	Iteration 122Q: 3 clusters Score -9085436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9085435.000000 Penalty: 3696.066895
	Iteration 123Q: 3 clusters Score -9085435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9085440.000000 Penalty: 3696.066895
	Iteration 124Q: 3 clusters Score -9085440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9085440.000000 Penalty: 3696.066895
	Iteration 125Q: 3 clusters Score -9085440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9085442.000000 Penalty: 3696.066895
	Iteration 126Q: 3 clusters Score -9085442 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9085445.000000 Penalty: 3696.066895
	Iteration 127Q: 3 clusters Score -9085445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9085443.000000 Penalty: 3696.066895
	Iteration 128Q: 3 clusters Score -9085443 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9085445.000000 Penalty: 3696.066895
	Iteration 129Q: 3 clusters Score -9085445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9085450.000000 Penalty: 3696.066895
	Iteration 130Q: 3 clusters Score -9085450 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9085452.000000 Penalty: 3696.066895
	Iteration 131Q: 3 clusters Score -9085452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9085451.000000 Penalty: 3696.066895
	Iteration 132Q: 3 clusters Score -9085451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9085448.000000 Penalty: 3696.066895
	Iteration 133Q: 3 clusters Score -9085448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9085440 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
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	Iteration 135F: 3 clusters Score -9085440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 167087 members 
Entering Unmasked Estep 
Score: -17389910.000000 Penalty: 1954.268921
	Iteration 0F: 2 clusters Score -1.738991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -17281602.000000 Penalty: 3908.537842
	Iteration 0F: 3 clusters Score -1.72816e+07 nChanged 80786
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.73296e+07 nChanged 7078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.733233e+07 nChanged 8938
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1.733652e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -17342834.000000 Penalty: 3908.537842
	Iteration 4F: 3 clusters Score -1.734283e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -17350974.000000 Penalty: 3908.537842
	Iteration 5F: 3 clusters Score -1.735097e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -17359230.000000 Penalty: 3908.537842
	Iteration 6F: 3 clusters Score -1.735923e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 128411 members 
Entering Unmasked Estep 
Score: -17366560.000000 Penalty: 3908.537842
	Iteration 7F: 3 clusters Score -1.736656e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 137030 members 
Entering Unmasked Estep 
Score: -17373094.000000 Penalty: 3908.537842
	Iteration 8F: 3 clusters Score -1.737309e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -17378818.000000 Penalty: 3908.537842
	Iteration 9Q: 3 clusters Score -1.737882e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 151201 members 
Entering Unmasked Estep 
Score: -17383170.000000 Penalty: 3908.537842
	Iteration 10Q: 3 clusters Score -1.738317e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 156277 members 
Entering Unmasked Estep 
Score: -17386114.000000 Penalty: 3908.537842
	Iteration 11Q: 3 clusters Score -1.738611e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 159737 members 
Entering Unmasked Estep 
Score: -17387684.000000 Penalty: 3908.537842
	Iteration 12Q: 3 clusters Score -1.738768e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 161946 members 
Entering Unmasked Estep 
Score: -17388534.000000 Penalty: 3908.537842
	Iteration 13Q: 3 clusters Score -1.738853e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -17389096.000000 Penalty: 3908.537842
	Iteration 14Q: 3 clusters Score -1.73891e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -17389248.000000 Penalty: 3908.537842
	Iteration 15Q: 3 clusters Score -1.738925e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 164415 members 
Entering Unmasked Estep 
Score: -17389340.000000 Penalty: 3908.537842
	Iteration 16Q: 3 clusters Score -1.738934e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 164721 members 
Entering Unmasked Estep 
Score: -17389418.000000 Penalty: 3908.537842
	Iteration 17Q: 3 clusters Score -1.738942e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -17389452.000000 Penalty: 3908.537842
	Iteration 18Q: 3 clusters Score -1.738945e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -17389490.000000 Penalty: 3908.537842
	Iteration 19Q: 3 clusters Score -1.738949e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -17389544.000000 Penalty: 3908.537842
	Iteration 20F: 3 clusters Score -1.738954e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -17389548.000000 Penalty: 3908.537842
	Iteration 21Q: 3 clusters Score -1.738955e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -17389572.000000 Penalty: 3908.537842
	Iteration 22Q: 3 clusters Score -1.738957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 165316 members 
Entering Unmasked Estep 
Score: -17389580.000000 Penalty: 3908.537842
	Iteration 23Q: 3 clusters Score -1.738958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -17389568.000000 Penalty: 3908.537842
	Iteration 24Q: 3 clusters Score -1.738957e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -17389616.000000 Penalty: 3908.537842
	Iteration 25Q: 3 clusters Score -1.738962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -17389624.000000 Penalty: 3908.537842
	Iteration 26Q: 3 clusters Score -1.738962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 165388 members 
Entering Unmasked Estep 
Score: -17389608.000000 Penalty: 3908.537842
	Iteration 27Q: 3 clusters Score -1.738961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -17389620.000000 Penalty: 3908.537842
	Iteration 28Q: 3 clusters Score -1.738962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -17389624.000000 Penalty: 3908.537842
	Iteration 29Q: 3 clusters Score -1.738962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -17389630.000000 Penalty: 3908.537842
	Iteration 30Q: 3 clusters Score -1.738963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -17389644.000000 Penalty: 3908.537842
	Iteration 31Q: 3 clusters Score -1.738964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -17389634.000000 Penalty: 3908.537842
	Iteration 32Q: 3 clusters Score -1.738963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -17389632.000000 Penalty: 3908.537842
	Iteration 33Q: 3 clusters Score -1.738963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 165459 members 
Entering Unmasked Estep 
Score: -17389640.000000 Penalty: 3908.537842
	Iteration 34Q: 3 clusters Score -1.738964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 165460 members 
Entering Unmasked Estep 
Score: -17389642.000000 Penalty: 3908.537842
	Iteration 35Q: 3 clusters Score -1.738964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 165466 members 
Entering Unmasked Estep 
Score: -17389648.000000 Penalty: 3908.537842
	Iteration 36Q: 3 clusters Score -1.738965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -17389660.000000 Penalty: 3908.537842
	Iteration 37Q: 3 clusters Score -1.738966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -17389652.000000 Penalty: 3908.537842
	Iteration 38Q: 3 clusters Score -1.738965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -17389650.000000 Penalty: 3908.537842
	Iteration 39Q: 3 clusters Score -1.738965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 165480 members 
Entering Unmasked Estep 
Score: -17389650.000000 Penalty: 3908.537842
	Iteration 40F: 3 clusters Score -1.738965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 165486 members 
Entering Unmasked Estep 
Score: -17389652.000000 Penalty: 3908.537842
	Iteration 41Q: 3 clusters Score -1.738965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 165492 members 
Entering Unmasked Estep 
Score: -17389650.000000 Penalty: 3908.537842
	Iteration 42Q: 3 clusters Score -1.738965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 165494 members 
Entering Unmasked Estep 
Score: -17389640.000000 Penalty: 3908.537842
	Iteration 43Q: 3 clusters Score -1.738964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -17389644.000000 Penalty: 3908.537842
	Iteration 44Q: 3 clusters Score -1.738964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -17389644.000000 Penalty: 3908.537842
	Iteration 45F: 3 clusters Score -1.738964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163096 members 
Entering Unmasked Estep 
Score: -16912790.000000 Penalty: 1950.340332
	Iteration 0F: 2 clusters Score -1.691279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -16806734.000000 Penalty: 3900.680664
	Iteration 0F: 3 clusters Score -1.680673e+07 nChanged 78854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -16853830.000000 Penalty: 3900.680664
	Iteration 1F: 3 clusters Score -1.685383e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -16860072.000000 Penalty: 3900.680664
	Iteration 2Q: 3 clusters Score -1.686007e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -16871624.000000 Penalty: 3900.680664
	Iteration 3F: 3 clusters Score -1.687162e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -16884370.000000 Penalty: 3900.680664
	Iteration 4F: 3 clusters Score -1.688437e+07 nChanged 16667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -16898056.000000 Penalty: 3900.680664
	Iteration 5F: 3 clusters Score -1.689806e+07 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -16910114.000000 Penalty: 3900.680664
	Iteration 6F: 3 clusters Score -1.691011e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -16919022.000000 Penalty: 3900.680664
	Iteration 7F: 3 clusters Score -1.691902e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 133668 members 
Entering Unmasked Estep 
Score: -16924794.000000 Penalty: 3900.680664
	Iteration 8Q: 3 clusters Score -1.692479e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -16928446.000000 Penalty: 3900.680664
	Iteration 9Q: 3 clusters Score -1.692845e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 141825 members 
Entering Unmasked Estep 
Score: -16931012.000000 Penalty: 3900.680664
	Iteration 10Q: 3 clusters Score -1.693101e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -16932910.000000 Penalty: 3900.680664
	Iteration 11Q: 3 clusters Score -1.693291e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
Score: -16934718.000000 Penalty: 3900.680664
	Iteration 12Q: 3 clusters Score -1.693472e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -16936052.000000 Penalty: 3900.680664
	Iteration 13Q: 3 clusters Score -1.693605e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -16936920.000000 Penalty: 3900.680664
	Iteration 14Q: 3 clusters Score -1.693692e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 151574 members 
Entering Unmasked Estep 
Score: -16937538.000000 Penalty: 3900.680664
	Iteration 15Q: 3 clusters Score -1.693754e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -16937870.000000 Penalty: 3900.680664
	Iteration 16Q: 3 clusters Score -1.693787e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -16938014.000000 Penalty: 3900.680664
	Iteration 17Q: 3 clusters Score -1.693801e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -16938108.000000 Penalty: 3900.680664
	Iteration 18Q: 3 clusters Score -1.693811e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -16938246.000000 Penalty: 3900.680664
	Iteration 19Q: 3 clusters Score -1.693825e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 153898 members 
Entering Unmasked Estep 
Score: -16938312.000000 Penalty: 3900.680664
	Iteration 20F: 3 clusters Score -1.693831e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -16938322.000000 Penalty: 3900.680664
	Iteration 21Q: 3 clusters Score -1.693832e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -16938362.000000 Penalty: 3900.680664
	Iteration 22Q: 3 clusters Score -1.693836e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -16938380.000000 Penalty: 3900.680664
	Iteration 23Q: 3 clusters Score -1.693838e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -16938408.000000 Penalty: 3900.680664
	Iteration 24Q: 3 clusters Score -1.693841e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 154766 members 
Entering Unmasked Estep 
Score: -16938430.000000 Penalty: 3900.680664
	Iteration 25Q: 3 clusters Score -1.693843e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -16938444.000000 Penalty: 3900.680664
	Iteration 26Q: 3 clusters Score -1.693844e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 154973 members 
Entering Unmasked Estep 
Score: -16938458.000000 Penalty: 3900.680664
	Iteration 27Q: 3 clusters Score -1.693846e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -16938484.000000 Penalty: 3900.680664
	Iteration 28Q: 3 clusters Score -1.693848e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -16938476.000000 Penalty: 3900.680664
	Iteration 29Q: 3 clusters Score -1.693848e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -16938534.000000 Penalty: 3900.680664
	Iteration 30Q: 3 clusters Score -1.693853e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 31Q: 3 clusters Score -1.693855e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -16938538.000000 Penalty: 3900.680664
	Iteration 32Q: 3 clusters Score -1.693854e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -16938550.000000 Penalty: 3900.680664
	Iteration 33Q: 3 clusters Score -1.693855e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 155578 members 
Entering Unmasked Estep 
Score: -16938564.000000 Penalty: 3900.680664
	Iteration 34Q: 3 clusters Score -1.693856e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -16938578.000000 Penalty: 3900.680664
	Iteration 35Q: 3 clusters Score -1.693858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -16938582.000000 Penalty: 3900.680664
	Iteration 36Q: 3 clusters Score -1.693858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 155684 members 
Entering Unmasked Estep 
Score: -16938572.000000 Penalty: 3900.680664
	Iteration 37Q: 3 clusters Score -1.693857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -16938568.000000 Penalty: 3900.680664
	Iteration 38Q: 3 clusters Score -1.693857e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -16938588.000000 Penalty: 3900.680664
	Iteration 39Q: 3 clusters Score -1.693859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 155787 members 
Entering Unmasked Estep 
Score: -16938566.000000 Penalty: 3900.680664
	Iteration 40F: 3 clusters Score -1.693857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 41Q: 3 clusters Score -1.693855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -16938566.000000 Penalty: 3900.680664
	Iteration 42Q: 3 clusters Score -1.693857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 155845 members 
Entering Unmasked Estep 
Score: -16938568.000000 Penalty: 3900.680664
	Iteration 43Q: 3 clusters Score -1.693857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -16938574.000000 Penalty: 3900.680664
	Iteration 44Q: 3 clusters Score -1.693857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -16938586.000000 Penalty: 3900.680664
	Iteration 45Q: 3 clusters Score -1.693859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 155874 members 
Entering Unmasked Estep 
Score: -16938590.000000 Penalty: 3900.680664
	Iteration 46Q: 3 clusters Score -1.693859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -16938574.000000 Penalty: 3900.680664
	Iteration 47Q: 3 clusters Score -1.693857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 155892 members 
Entering Unmasked Estep 
Score: -16938576.000000 Penalty: 3900.680664
	Iteration 48Q: 3 clusters Score -1.693858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -16938562.000000 Penalty: 3900.680664
	Iteration 49Q: 3 clusters Score -1.693856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -16938560.000000 Penalty: 3900.680664
	Iteration 50Q: 3 clusters Score -1.693856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -16938550.000000 Penalty: 3900.680664
	Iteration 51Q: 3 clusters Score -1.693855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 155914 members 
Entering Unmasked Estep 
Score: -16938550.000000 Penalty: 3900.680664
	Iteration 52Q: 3 clusters Score -1.693855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 53Q: 3 clusters Score -1.693855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 54Q: 3 clusters Score -1.693855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -16938560.000000 Penalty: 3900.680664
	Iteration 55Q: 3 clusters Score -1.693856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 155932 members 
Entering Unmasked Estep 
Score: -16938562.000000 Penalty: 3900.680664
	Iteration 56Q: 3 clusters Score -1.693856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -16938572.000000 Penalty: 3900.680664
	Iteration 57Q: 3 clusters Score -1.693857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 155945 members 
Entering Unmasked Estep 
Score: -16938566.000000 Penalty: 3900.680664
	Iteration 58Q: 3 clusters Score -1.693857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -16938568.000000 Penalty: 3900.680664
	Iteration 59Q: 3 clusters Score -1.693857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 155951 members 
Entering Unmasked Estep 
Score: -16938572.000000 Penalty: 3900.680664
	Iteration 60F: 3 clusters Score -1.693857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -16938568.000000 Penalty: 3900.680664
	Iteration 61Q: 3 clusters Score -1.693857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 155957 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 62Q: 3 clusters Score -1.693855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -16938550.000000 Penalty: 3900.680664
	Iteration 63Q: 3 clusters Score -1.693855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -16938544.000000 Penalty: 3900.680664
	Iteration 64Q: 3 clusters Score -1.693854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -16938550.000000 Penalty: 3900.680664
	Iteration 65Q: 3 clusters Score -1.693855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -16938556.000000 Penalty: 3900.680664
	Iteration 66Q: 3 clusters Score -1.693856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -16938558.000000 Penalty: 3900.680664
	Iteration 67Q: 3 clusters Score -1.693856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -16938562.000000 Penalty: 3900.680664
	Iteration 68Q: 3 clusters Score -1.693856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 155975 members 
Entering Unmasked Estep 
Score: -16938550.000000 Penalty: 3900.680664
	Iteration 69Q: 3 clusters Score -1.693855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 70Q: 3 clusters Score -1.693855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -16938554.000000 Penalty: 3900.680664
	Iteration 71F: 3 clusters Score -1.693855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Entering Unmasked Estep 
Score: -153713360.000000 Penalty: 55552.351562
Splitting cluster 9 changes total score from -153645776.000000 to -153713360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (35317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Entering Unmasked Estep 
Score: -3596981.250000 Penalty: 1701.719360
	Iteration 0F: 2 clusters Score -3596981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3573333.500000 Penalty: 3403.438721
	Iteration 0F: 3 clusters Score -3573334 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3582286.750000 Penalty: 3403.438721
	Iteration 1F: 3 clusters Score -3582287 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3583147.750000 Penalty: 3403.438721
	Iteration 2F: 3 clusters Score -3583148 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3584492.250000 Penalty: 3403.438721
	Iteration 3F: 3 clusters Score -3584492 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3586398.500000 Penalty: 3403.438721
	Iteration 4F: 3 clusters Score -3586398 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3588933.750000 Penalty: 3403.438721
	Iteration 5F: 3 clusters Score -3588934 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3591420.000000 Penalty: 3403.438721
	Iteration 6F: 3 clusters Score -3591420 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3593119.250000 Penalty: 3403.438721
	Iteration 7F: 3 clusters Score -3593119 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3594105.750000 Penalty: 3403.438721
	Iteration 8Q: 3 clusters Score -3594106 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3594668.500000 Penalty: 3403.438721
	Iteration 9Q: 3 clusters Score -3594668 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3595109.250000 Penalty: 3403.438721
	Iteration 10Q: 3 clusters Score -3595109 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3595484.000000 Penalty: 3403.438721
	Iteration 11Q: 3 clusters Score -3595484 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3595812.500000 Penalty: 3403.438721
	Iteration 12Q: 3 clusters Score -3595812 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3596121.750000 Penalty: 3403.438721
	Iteration 13Q: 3 clusters Score -3596122 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3596380.000000 Penalty: 3403.438721
	Iteration 14Q: 3 clusters Score -3596380 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3596591.000000 Penalty: 3403.438721
	Iteration 15Q: 3 clusters Score -3596591 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3596735.250000 Penalty: 3403.438721
	Iteration 16Q: 3 clusters Score -3596735 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3596832.750000 Penalty: 3403.438721
	Iteration 17Q: 3 clusters Score -3596833 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3596902.750000 Penalty: 3403.438721
	Iteration 18Q: 3 clusters Score -3596903 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3596962.000000 Penalty: 3403.438721
	Iteration 19Q: 3 clusters Score -3596962 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3596998.250000 Penalty: 3403.438721
	Iteration 20F: 3 clusters Score -3596998 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3597046.000000 Penalty: 3403.438721
	Iteration 21Q: 3 clusters Score -3597046 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3597085.250000 Penalty: 3403.438721
	Iteration 22Q: 3 clusters Score -3597085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3597128.250000 Penalty: 3403.438721
	Iteration 23Q: 3 clusters Score -3597128 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3597169.000000 Penalty: 3403.438721
	Iteration 24Q: 3 clusters Score -3597169 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3597190.000000 Penalty: 3403.438721
	Iteration 25Q: 3 clusters Score -3597190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3597205.750000 Penalty: 3403.438721
	Iteration 26Q: 3 clusters Score -3597206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3597225.500000 Penalty: 3403.438721
	Iteration 27Q: 3 clusters Score -3597226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3597228.750000 Penalty: 3403.438721
	Iteration 28Q: 3 clusters Score -3597229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3597247.000000 Penalty: 3403.438721
	Iteration 29Q: 3 clusters Score -3597247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3597260.000000 Penalty: 3403.438721
	Iteration 30Q: 3 clusters Score -3597260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3597271.000000 Penalty: 3403.438721
	Iteration 31Q: 3 clusters Score -3597271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3597266.250000 Penalty: 3403.438721
	Iteration 32Q: 3 clusters Score -3597266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3597262.750000 Penalty: 3403.438721
	Iteration 33Q: 3 clusters Score -3597263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3597271.500000 Penalty: 3403.438721
	Iteration 34Q: 3 clusters Score -3597272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3597273.500000 Penalty: 3403.438721
	Iteration 35Q: 3 clusters Score -3597274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3597272.250000 Penalty: 3403.438721
	Iteration 36Q: 3 clusters Score -3597272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3597274.000000 Penalty: 3403.438721
	Iteration 37Q: 3 clusters Score -3597274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3597279.500000 Penalty: 3403.438721
	Iteration 38Q: 3 clusters Score -3597280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3597280.000000 Penalty: 3403.438721
	Iteration 39Q: 3 clusters Score -3597280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3597281.500000 Penalty: 3403.438721
	Iteration 40F: 3 clusters Score -3597282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3597282.500000 Penalty: 3403.438721
	Iteration 41Q: 3 clusters Score -3597282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3597286.250000 Penalty: 3403.438721
	Iteration 42Q: 3 clusters Score -3597286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3597282.250000 Penalty: 3403.438721
	Iteration 43Q: 3 clusters Score -3597282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3597290.750000 Penalty: 3403.438721
	Iteration 44Q: 3 clusters Score -3597291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3597293.250000 Penalty: 3403.438721
	Iteration 45Q: 3 clusters Score -3597293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3597294.000000 Penalty: 3403.438721
	Iteration 46Q: 3 clusters Score -3597294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3597284.750000 Penalty: 3403.438721
	Iteration 47Q: 3 clusters Score -3597285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3597284.250000 Penalty: 3403.438721
	Iteration 48Q: 3 clusters Score -3597284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3597284.750000 Penalty: 3403.438721
	Iteration 49Q: 3 clusters Score -3597285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3597286.250000 Penalty: 3403.438721
	Iteration 50Q: 3 clusters Score -3597286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3597284.500000 Penalty: 3403.438721
	Iteration 51Q: 3 clusters Score -3597284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3597288.500000 Penalty: 3403.438721
	Iteration 52Q: 3 clusters Score -3597288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3597288.750000 Penalty: 3403.438721
	Iteration 53Q: 3 clusters Score -3597289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3597289.250000 Penalty: 3403.438721
	Iteration 54Q: 3 clusters Score -3597289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3597289.250000 Penalty: 3403.438721
	Iteration 55Q: 3 clusters Score -3597289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3597293.500000 Penalty: 3403.438721
	Iteration 56Q: 3 clusters Score -3597294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3597291.500000 Penalty: 3403.438721
	Iteration 57Q: 3 clusters Score -3597292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3597288.500000 Penalty: 3403.438721
	Iteration 58Q: 3 clusters Score -3597288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3597285.750000 Penalty: 3403.438721
	Iteration 59Q: 3 clusters Score -3597286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -3597288.750000 Penalty: 3403.438721
	Iteration 60F: 3 clusters Score -3597289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3597289.000000 Penalty: 3403.438721
	Iteration 61Q: 3 clusters Score -3597289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3597290.250000 Penalty: 3403.438721
	Iteration 62Q: 3 clusters Score -3597290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3597298.500000 Penalty: 3403.438721
	Iteration 63Q: 3 clusters Score -3597298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3597293.500000 Penalty: 3403.438721
	Iteration 64Q: 3 clusters Score -3597294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3597295.750000 Penalty: 3403.438721
	Iteration 65Q: 3 clusters Score -3597296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3597298.750000 Penalty: 3403.438721
	Iteration 66Q: 3 clusters Score -3597299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3597296.750000 Penalty: 3403.438721
	Iteration 67Q: 3 clusters Score -3597297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3597297.250000 Penalty: 3403.438721
	Iteration 68Q: 3 clusters Score -3597297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3597294.750000 Penalty: 3403.438721
	Iteration 69Q: 3 clusters Score -3597295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3597296.500000 Penalty: 3403.438721
	Iteration 70Q: 3 clusters Score -3597296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3597288.750000 Penalty: 3403.438721
	Iteration 71Q: 3 clusters Score -3597289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3597295.250000 Penalty: 3403.438721
	Iteration 72Q: 3 clusters Score -3597295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3597296.000000 Penalty: 3403.438721
	Iteration 73Q: 3 clusters Score -3597296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3597295.500000 Penalty: 3403.438721
	Iteration 74Q: 3 clusters Score -3597296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3597293.250000 Penalty: 3403.438721
	Iteration 75Q: 3 clusters Score -3597293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3597292.750000 Penalty: 3403.438721
	Iteration 76Q: 3 clusters Score -3597293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3597290.000000 Penalty: 3403.438721
	Iteration 77Q: 3 clusters Score -3597290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3597293.250000 Penalty: 3403.438721
	Iteration 78Q: 3 clusters Score -3597293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3597294.750000 Penalty: 3403.438721
	Iteration 79Q: 3 clusters Score -3597295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3597300.750000 Penalty: 3403.438721
	Iteration 80F: 3 clusters Score -3597301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3597302.500000 Penalty: 3403.438721
	Iteration 81Q: 3 clusters Score -3597302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3597302.750000 Penalty: 3403.438721
	Iteration 82Q: 3 clusters Score -3597303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3597302.750000 Penalty: 3403.438721
	Iteration 83F: 3 clusters Score -3597303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 14928 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Entering Unmasked Estep 
Score: -153713808.000000 Penalty: 57867.035156
Splitting cluster 10 changes total score from -153645776.000000 to -153713808.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (14928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Entering Unmasked Estep 
Score: -1453648.875000 Penalty: 1561.786621
	Iteration 0F: 2 clusters Score -1453649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1443518.250000 Penalty: 3123.573242
	Iteration 0F: 3 clusters Score -1443518 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1448236.750000 Penalty: 3123.573242
	Iteration 1F: 3 clusters Score -1448237 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1450074.250000 Penalty: 3123.573242
	Iteration 2F: 3 clusters Score -1450074 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1452413.250000 Penalty: 3123.573242
	Iteration 3F: 3 clusters Score -1452413 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1454449.125000 Penalty: 3123.573242
	Iteration 4F: 3 clusters Score -1454449 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1455604.375000 Penalty: 3123.573242
	Iteration 5F: 3 clusters Score -1455604 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1456115.500000 Penalty: 3123.573242
	Iteration 6Q: 3 clusters Score -1456116 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1456375.500000 Penalty: 3123.573242
	Iteration 7Q: 3 clusters Score -1456376 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1456553.750000 Penalty: 3123.573242
	Iteration 8Q: 3 clusters Score -1456554 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1456700.750000 Penalty: 3123.573242
	Iteration 9Q: 3 clusters Score -1456701 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1456821.500000 Penalty: 3123.573242
	Iteration 10Q: 3 clusters Score -1456822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1456952.000000 Penalty: 3123.573242
	Iteration 11Q: 3 clusters Score -1456952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1457068.375000 Penalty: 3123.573242
	Iteration 12Q: 3 clusters Score -1457068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1457133.375000 Penalty: 3123.573242
	Iteration 13Q: 3 clusters Score -1457133 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1457179.500000 Penalty: 3123.573242
	Iteration 14Q: 3 clusters Score -1457180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1457212.250000 Penalty: 3123.573242
	Iteration 15Q: 3 clusters Score -1457212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1457227.875000 Penalty: 3123.573242
	Iteration 16Q: 3 clusters Score -1457228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1457238.750000 Penalty: 3123.573242
	Iteration 17Q: 3 clusters Score -1457239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1457240.000000 Penalty: 3123.573242
	Iteration 18Q: 3 clusters Score -1457240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1457246.500000 Penalty: 3123.573242
	Iteration 19Q: 3 clusters Score -1457246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1457246.250000 Penalty: 3123.573242
	Iteration 20F: 3 clusters Score -1457246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1457248.250000 Penalty: 3123.573242
	Iteration 21Q: 3 clusters Score -1457248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1457249.625000 Penalty: 3123.573242
	Iteration 22Q: 3 clusters Score -1457250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1457251.000000 Penalty: 3123.573242
	Iteration 23Q: 3 clusters Score -1457251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1457251.750000 Penalty: 3123.573242
	Iteration 24Q: 3 clusters Score -1457252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1457253.250000 Penalty: 3123.573242
	Iteration 25Q: 3 clusters Score -1457253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1457252.500000 Penalty: 3123.573242
	Iteration 26Q: 3 clusters Score -1457252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1457250.375000 Penalty: 3123.573242
	Iteration 27Q: 3 clusters Score -1457250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1457251.875000 Penalty: 3123.573242
	Iteration 28Q: 3 clusters Score -1457252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1457252.625000 Penalty: 3123.573242
	Iteration 29Q: 3 clusters Score -1457253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1457254.375000 Penalty: 3123.573242
	Iteration 30Q: 3 clusters Score -1457254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1457254.500000 Penalty: 3123.573242
	Iteration 31Q: 3 clusters Score -1457254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1457254.500000 Penalty: 3123.573242
	Iteration 32F: 3 clusters Score -1457254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 26529 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 13206 members 
Entering Unmasked Estep 
Score: -153716128.000000 Penalty: 60181.714844
Splitting cluster 11 changes total score from -153645776.000000 to -153716128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -2385542.750000 Penalty: 1655.223999
	Iteration 0F: 2 clusters Score -2385543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2368205.500000 Penalty: 3310.447998
	Iteration 0F: 3 clusters Score -2368206 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2382983.500000 Penalty: 3310.447998
	Iteration 1F: 3 clusters Score -2382984 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2390855.500000 Penalty: 3310.447998
	Iteration 2F: 3 clusters Score -2390856 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2394579.500000 Penalty: 3310.447998
	Iteration 3F: 3 clusters Score -2394580 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2396007.750000 Penalty: 3310.447998
	Iteration 4F: 3 clusters Score -2396008 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2396637.500000 Penalty: 3310.447998
	Iteration 5Q: 3 clusters Score -2396638 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2397071.500000 Penalty: 3310.447998
	Iteration 6Q: 3 clusters Score -2397072 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2397371.750000 Penalty: 3310.447998
	Iteration 7Q: 3 clusters Score -2397372 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2397605.250000 Penalty: 3310.447998
	Iteration 8Q: 3 clusters Score -2397605 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2397784.750000 Penalty: 3310.447998
	Iteration 9Q: 3 clusters Score -2397785 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2397931.750000 Penalty: 3310.447998
	Iteration 10Q: 3 clusters Score -2397932 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2398030.250000 Penalty: 3310.447998
	Iteration 11Q: 3 clusters Score -2398030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2398092.750000 Penalty: 3310.447998
	Iteration 12Q: 3 clusters Score -2398093 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2398130.500000 Penalty: 3310.447998
	Iteration 13Q: 3 clusters Score -2398130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2398160.000000 Penalty: 3310.447998
	Iteration 14Q: 3 clusters Score -2398160 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2398181.250000 Penalty: 3310.447998
	Iteration 15Q: 3 clusters Score -2398181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2398198.000000 Penalty: 3310.447998
	Iteration 16Q: 3 clusters Score -2398198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2398213.750000 Penalty: 3310.447998
	Iteration 17Q: 3 clusters Score -2398214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2398222.250000 Penalty: 3310.447998
	Iteration 18Q: 3 clusters Score -2398222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2398223.000000 Penalty: 3310.447998
	Iteration 19Q: 3 clusters Score -2398223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2398230.500000 Penalty: 3310.447998
	Iteration 20F: 3 clusters Score -2398230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2398236.750000 Penalty: 3310.447998
	Iteration 21Q: 3 clusters Score -2398237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2398236.500000 Penalty: 3310.447998
	Iteration 22Q: 3 clusters Score -2398236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2398231.750000 Penalty: 3310.447998
	Iteration 23Q: 3 clusters Score -2398232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2398234.000000 Penalty: 3310.447998
	Iteration 24Q: 3 clusters Score -2398234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2398237.250000 Penalty: 3310.447998
	Iteration 25Q: 3 clusters Score -2398237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2398237.500000 Penalty: 3310.447998
	Iteration 26Q: 3 clusters Score -2398238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2398240.750000 Penalty: 3310.447998
	Iteration 27Q: 3 clusters Score -2398241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2398242.500000 Penalty: 3310.447998
	Iteration 28Q: 3 clusters Score -2398242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2398248.000000 Penalty: 3310.447998
	Iteration 29Q: 3 clusters Score -2398248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2398248.250000 Penalty: 3310.447998
	Iteration 30Q: 3 clusters Score -2398248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2398253.750000 Penalty: 3310.447998
	Iteration 31Q: 3 clusters Score -2398254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2398254.750000 Penalty: 3310.447998
	Iteration 32Q: 3 clusters Score -2398255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2398255.750000 Penalty: 3310.447998
	Iteration 33Q: 3 clusters Score -2398256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2398256.000000 Penalty: 3310.447998
	Iteration 34Q: 3 clusters Score -2398256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2398256.250000 Penalty: 3310.447998
	Iteration 35Q: 3 clusters Score -2398256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2398256.250000 Penalty: 3310.447998
	Iteration 36F: 3 clusters Score -2398256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 23146 members 
Entering Unmasked Estep 
Score: -153727696.000000 Penalty: 62496.398438
Splitting cluster 12 changes total score from -153645776.000000 to -153727696.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (28960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Entering Unmasked Estep 
Score: -2892387.250000 Penalty: 1669.471558
	Iteration 0F: 2 clusters Score -2892387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2873026.750000 Penalty: 3338.943115
	Iteration 0F: 3 clusters Score -2873027 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2882334.500000 Penalty: 3338.943115
	Iteration 1F: 3 clusters Score -2882334 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2886260.000000 Penalty: 3338.943115
	Iteration 2F: 3 clusters Score -2886260 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2892128.250000 Penalty: 3338.943115
	Iteration 3F: 3 clusters Score -2892128 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2895877.250000 Penalty: 3338.943115
	Iteration 4F: 3 clusters Score -2895877 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2897655.750000 Penalty: 3338.943115
	Iteration 5F: 3 clusters Score -2897656 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2898506.250000 Penalty: 3338.943115
	Iteration 6Q: 3 clusters Score -2898506 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2899031.250000 Penalty: 3338.943115
	Iteration 7Q: 3 clusters Score -2899031 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2899444.750000 Penalty: 3338.943115
	Iteration 8Q: 3 clusters Score -2899445 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2899760.500000 Penalty: 3338.943115
	Iteration 9Q: 3 clusters Score -2899760 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2899985.500000 Penalty: 3338.943115
	Iteration 10Q: 3 clusters Score -2899986 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2900151.500000 Penalty: 3338.943115
	Iteration 11Q: 3 clusters Score -2900152 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2900228.250000 Penalty: 3338.943115
	Iteration 12Q: 3 clusters Score -2900228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2900274.750000 Penalty: 3338.943115
	Iteration 13Q: 3 clusters Score -2900275 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2900310.500000 Penalty: 3338.943115
	Iteration 14Q: 3 clusters Score -2900310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2900319.250000 Penalty: 3338.943115
	Iteration 15Q: 3 clusters Score -2900319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2900333.250000 Penalty: 3338.943115
	Iteration 16Q: 3 clusters Score -2900333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2900340.750000 Penalty: 3338.943115
	Iteration 17Q: 3 clusters Score -2900341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2900340.250000 Penalty: 3338.943115
	Iteration 18Q: 3 clusters Score -2900340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2900339.250000 Penalty: 3338.943115
	Iteration 19Q: 3 clusters Score -2900339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2900341.250000 Penalty: 3338.943115
	Iteration 20F: 3 clusters Score -2900341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2900339.250000 Penalty: 3338.943115
	Iteration 21Q: 3 clusters Score -2900339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2900341.500000 Penalty: 3338.943115
	Iteration 22Q: 3 clusters Score -2900342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2900338.500000 Penalty: 3338.943115
	Iteration 23Q: 3 clusters Score -2900338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2900334.750000 Penalty: 3338.943115
	Iteration 24Q: 3 clusters Score -2900335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2900335.250000 Penalty: 3338.943115
	Iteration 25Q: 3 clusters Score -2900335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2900337.000000 Penalty: 3338.943115
	Iteration 26Q: 3 clusters Score -2900337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2900337.000000 Penalty: 3338.943115
	Iteration 27Q: 3 clusters Score -2900337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2900339.750000 Penalty: 3338.943115
	Iteration 28Q: 3 clusters Score -2900340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2900338.750000 Penalty: 3338.943115
	Iteration 29Q: 3 clusters Score -2900339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2900338.750000 Penalty: 3338.943115
	Iteration 30F: 3 clusters Score -2900339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 25271 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 230295 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 23146 members 
Mstep: Class 28 contains 3689 members 
Entering Unmasked Estep 
Score: -153733984.000000 Penalty: 64811.078125
Splitting cluster 13 changes total score from -153645776.000000 to -153733984.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (230295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230295 members 
Entering Unmasked Estep 
Score: -23986538.000000 Penalty: 2006.406372
	Iteration 0F: 2 clusters Score -2.398654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -23841750.000000 Penalty: 4012.812744
	Iteration 0F: 3 clusters Score -2.384175e+07 nChanged 112047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -23908860.000000 Penalty: 4012.812744
	Iteration 1F: 3 clusters Score -2.390886e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -23910660.000000 Penalty: 4012.812744
	Iteration 2Q: 3 clusters Score -2.391066e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -23912650.000000 Penalty: 4012.812744
	Iteration 3Q: 3 clusters Score -2.391265e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119690 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -23915184.000000 Penalty: 4012.812744
	Iteration 4Q: 3 clusters Score -2.391518e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -23918070.000000 Penalty: 4012.812744
	Iteration 5Q: 3 clusters Score -2.391807e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -23922210.000000 Penalty: 4012.812744
	Iteration 6Q: 3 clusters Score -2.392221e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -23927616.000000 Penalty: 4012.812744
	Iteration 7Q: 3 clusters Score -2.392762e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -23934320.000000 Penalty: 4012.812744
	Iteration 8F: 3 clusters Score -2.393432e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -23942688.000000 Penalty: 4012.812744
	Iteration 9F: 3 clusters Score -2.394269e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -23950864.000000 Penalty: 4012.812744
	Iteration 10F: 3 clusters Score -2.395086e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142869 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -23956534.000000 Penalty: 4012.812744
	Iteration 11Q: 3 clusters Score -2.395653e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -23959398.000000 Penalty: 4012.812744
	Iteration 12Q: 3 clusters Score -2.39594e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -23960632.000000 Penalty: 4012.812744
	Iteration 13Q: 3 clusters Score -2.396063e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -23961330.000000 Penalty: 4012.812744
	Iteration 14Q: 3 clusters Score -2.396133e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -23961938.000000 Penalty: 4012.812744
	Iteration 15Q: 3 clusters Score -2.396194e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151894 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -23962412.000000 Penalty: 4012.812744
	Iteration 16Q: 3 clusters Score -2.396241e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -23963012.000000 Penalty: 4012.812744
	Iteration 17Q: 3 clusters Score -2.396301e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -23963424.000000 Penalty: 4012.812744
	Iteration 18Q: 3 clusters Score -2.396342e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158182 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -23964012.000000 Penalty: 4012.812744
	Iteration 19Q: 3 clusters Score -2.396401e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -23964660.000000 Penalty: 4012.812744
	Iteration 20F: 3 clusters Score -2.396466e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -23965400.000000 Penalty: 4012.812744
	Iteration 21Q: 3 clusters Score -2.39654e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -23965964.000000 Penalty: 4012.812744
	Iteration 22Q: 3 clusters Score -2.396596e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -23966476.000000 Penalty: 4012.812744
	Iteration 23Q: 3 clusters Score -2.396648e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -23967086.000000 Penalty: 4012.812744
	Iteration 24Q: 3 clusters Score -2.396709e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173610 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -23967738.000000 Penalty: 4012.812744
	Iteration 25Q: 3 clusters Score -2.396774e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -23968396.000000 Penalty: 4012.812744
	Iteration 26Q: 3 clusters Score -2.39684e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178713 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -23968860.000000 Penalty: 4012.812744
	Iteration 27Q: 3 clusters Score -2.396886e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181116 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -23969644.000000 Penalty: 4012.812744
	Iteration 28Q: 3 clusters Score -2.396964e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -23970080.000000 Penalty: 4012.812744
	Iteration 29Q: 3 clusters Score -2.397008e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185540 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -23970544.000000 Penalty: 4012.812744
	Iteration 30Q: 3 clusters Score -2.397054e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187618 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -23971288.000000 Penalty: 4012.812744
	Iteration 31Q: 3 clusters Score -2.397129e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189650 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -23972002.000000 Penalty: 4012.812744
	Iteration 32Q: 3 clusters Score -2.3972e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191527 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -23972760.000000 Penalty: 4012.812744
	Iteration 33Q: 3 clusters Score -2.397276e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193242 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -23973460.000000 Penalty: 4012.812744
	Iteration 34Q: 3 clusters Score -2.397346e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194762 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -23974196.000000 Penalty: 4012.812744
	Iteration 35Q: 3 clusters Score -2.39742e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196134 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -23975058.000000 Penalty: 4012.812744
	Iteration 36Q: 3 clusters Score -2.397506e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197288 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -23975796.000000 Penalty: 4012.812744
	Iteration 37Q: 3 clusters Score -2.39758e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198240 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -23976828.000000 Penalty: 4012.812744
	Iteration 38Q: 3 clusters Score -2.397683e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199003 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -23977634.000000 Penalty: 4012.812744
	Iteration 39Q: 3 clusters Score -2.397763e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199635 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -23978618.000000 Penalty: 4012.812744
	Iteration 40F: 3 clusters Score -2.397862e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199962 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -23979612.000000 Penalty: 4012.812744
	Iteration 41Q: 3 clusters Score -2.397961e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200041 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -23980618.000000 Penalty: 4012.812744
	Iteration 42Q: 3 clusters Score -2.398062e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199827 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -23981308.000000 Penalty: 4012.812744
	Iteration 43Q: 3 clusters Score -2.398131e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199400 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -23982106.000000 Penalty: 4012.812744
	Iteration 44Q: 3 clusters Score -2.398211e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198820 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -23982608.000000 Penalty: 4012.812744
	Iteration 45Q: 3 clusters Score -2.398261e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198105 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -23983070.000000 Penalty: 4012.812744
	Iteration 46Q: 3 clusters Score -2.398307e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197291 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -23983472.000000 Penalty: 4012.812744
	Iteration 47Q: 3 clusters Score -2.398347e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196346 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -23983868.000000 Penalty: 4012.812744
	Iteration 48Q: 3 clusters Score -2.398387e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195341 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -23984138.000000 Penalty: 4012.812744
	Iteration 49Q: 3 clusters Score -2.398414e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -23984374.000000 Penalty: 4012.812744
	Iteration 50Q: 3 clusters Score -2.398437e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193267 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -23984706.000000 Penalty: 4012.812744
	Iteration 51Q: 3 clusters Score -2.398471e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192268 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -23984986.000000 Penalty: 4012.812744
	Iteration 52Q: 3 clusters Score -2.398499e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191327 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -23985220.000000 Penalty: 4012.812744
	Iteration 53Q: 3 clusters Score -2.398522e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190447 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -23985352.000000 Penalty: 4012.812744
	Iteration 54Q: 3 clusters Score -2.398535e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -23985612.000000 Penalty: 4012.812744
	Iteration 55Q: 3 clusters Score -2.398561e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188736 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -23985780.000000 Penalty: 4012.812744
	Iteration 56Q: 3 clusters Score -2.398578e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187884 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -23985912.000000 Penalty: 4012.812744
	Iteration 57Q: 3 clusters Score -2.398591e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187042 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -23986086.000000 Penalty: 4012.812744
	Iteration 58Q: 3 clusters Score -2.398609e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186265 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -23986110.000000 Penalty: 4012.812744
	Iteration 59Q: 3 clusters Score -2.398611e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185560 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -23987122.000000 Penalty: 4012.812744
	Iteration 60F: 3 clusters Score -2.398712e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184010 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -23988074.000000 Penalty: 4012.812744
	Iteration 61Q: 3 clusters Score -2.398807e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182381 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -23988874.000000 Penalty: 4012.812744
	Iteration 62Q: 3 clusters Score -2.398887e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -23989664.000000 Penalty: 4012.812744
	Iteration 63Q: 3 clusters Score -2.398966e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178981 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -23990384.000000 Penalty: 4012.812744
	Iteration 64Q: 3 clusters Score -2.399038e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -23990898.000000 Penalty: 4012.812744
	Iteration 65Q: 3 clusters Score -2.39909e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -23991442.000000 Penalty: 4012.812744
	Iteration 66Q: 3 clusters Score -2.399144e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174381 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -23991816.000000 Penalty: 4012.812744
	Iteration 67Q: 3 clusters Score -2.399182e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173009 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -23992382.000000 Penalty: 4012.812744
	Iteration 68Q: 3 clusters Score -2.399238e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -23992844.000000 Penalty: 4012.812744
	Iteration 69Q: 3 clusters Score -2.399284e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -23993300.000000 Penalty: 4012.812744
	Iteration 70Q: 3 clusters Score -2.39933e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -23993646.000000 Penalty: 4012.812744
	Iteration 71Q: 3 clusters Score -2.399365e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -23994048.000000 Penalty: 4012.812744
	Iteration 72Q: 3 clusters Score -2.399405e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -23994292.000000 Penalty: 4012.812744
	Iteration 73Q: 3 clusters Score -2.399429e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166228 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -23994522.000000 Penalty: 4012.812744
	Iteration 74Q: 3 clusters Score -2.399452e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -23994766.000000 Penalty: 4012.812744
	Iteration 75Q: 3 clusters Score -2.399477e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164612 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -23994864.000000 Penalty: 4012.812744
	Iteration 76Q: 3 clusters Score -2.399486e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -23994986.000000 Penalty: 4012.812744
	Iteration 77Q: 3 clusters Score -2.399499e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -23995124.000000 Penalty: 4012.812744
	Iteration 78Q: 3 clusters Score -2.399512e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -23995278.000000 Penalty: 4012.812744
	Iteration 79Q: 3 clusters Score -2.399528e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -23995458.000000 Penalty: 4012.812744
	Iteration 80F: 3 clusters Score -2.399546e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -23995600.000000 Penalty: 4012.812744
	Iteration 81Q: 3 clusters Score -2.39956e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -23995778.000000 Penalty: 4012.812744
	Iteration 82Q: 3 clusters Score -2.399578e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160275 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -23995872.000000 Penalty: 4012.812744
	Iteration 83Q: 3 clusters Score -2.399587e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159790 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -23995970.000000 Penalty: 4012.812744
	Iteration 84Q: 3 clusters Score -2.399597e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159339 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -23996146.000000 Penalty: 4012.812744
	Iteration 85Q: 3 clusters Score -2.399615e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -23996164.000000 Penalty: 4012.812744
	Iteration 86Q: 3 clusters Score -2.399616e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -23996194.000000 Penalty: 4012.812744
	Iteration 87Q: 3 clusters Score -2.399619e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -23996262.000000 Penalty: 4012.812744
	Iteration 88Q: 3 clusters Score -2.399626e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -23996332.000000 Penalty: 4012.812744
	Iteration 89Q: 3 clusters Score -2.399633e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -23996402.000000 Penalty: 4012.812744
	Iteration 90Q: 3 clusters Score -2.39964e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -23996420.000000 Penalty: 4012.812744
	Iteration 91Q: 3 clusters Score -2.399642e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -23996454.000000 Penalty: 4012.812744
	Iteration 92Q: 3 clusters Score -2.399645e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -23996428.000000 Penalty: 4012.812744
	Iteration 93Q: 3 clusters Score -2.399643e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -23996460.000000 Penalty: 4012.812744
	Iteration 94Q: 3 clusters Score -2.399646e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -23996472.000000 Penalty: 4012.812744
	Iteration 95Q: 3 clusters Score -2.399647e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -23996452.000000 Penalty: 4012.812744
	Iteration 96Q: 3 clusters Score -2.399645e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -23996536.000000 Penalty: 4012.812744
	Iteration 97Q: 3 clusters Score -2.399654e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -23996518.000000 Penalty: 4012.812744
	Iteration 98Q: 3 clusters Score -2.399652e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156196 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -23996542.000000 Penalty: 4012.812744
	Iteration 99Q: 3 clusters Score -2.399654e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -23996582.000000 Penalty: 4012.812744
	Iteration 100F: 3 clusters Score -2.399658e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -23996632.000000 Penalty: 4012.812744
	Iteration 101Q: 3 clusters Score -2.399663e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -23996636.000000 Penalty: 4012.812744
	Iteration 102Q: 3 clusters Score -2.399664e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -23996634.000000 Penalty: 4012.812744
	Iteration 103Q: 3 clusters Score -2.399663e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155772 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -23996628.000000 Penalty: 4012.812744
	Iteration 104Q: 3 clusters Score -2.399663e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -23996660.000000 Penalty: 4012.812744
	Iteration 105Q: 3 clusters Score -2.399666e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -23996660.000000 Penalty: 4012.812744
	Iteration 106Q: 3 clusters Score -2.399666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -23996662.000000 Penalty: 4012.812744
	Iteration 107Q: 3 clusters Score -2.399666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -23996618.000000 Penalty: 4012.812744
	Iteration 108Q: 3 clusters Score -2.399662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -23996596.000000 Penalty: 4012.812744
	Iteration 109Q: 3 clusters Score -2.39966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -23996610.000000 Penalty: 4012.812744
	Iteration 110Q: 3 clusters Score -2.399661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -23996594.000000 Penalty: 4012.812744
	Iteration 111Q: 3 clusters Score -2.399659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -23996618.000000 Penalty: 4012.812744
	Iteration 112Q: 3 clusters Score -2.399662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -23996628.000000 Penalty: 4012.812744
	Iteration 113Q: 3 clusters Score -2.399663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -23996642.000000 Penalty: 4012.812744
	Iteration 114Q: 3 clusters Score -2.399664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -23996612.000000 Penalty: 4012.812744
	Iteration 115Q: 3 clusters Score -2.399661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -23996616.000000 Penalty: 4012.812744
	Iteration 116Q: 3 clusters Score -2.399662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -23996642.000000 Penalty: 4012.812744
	Iteration 117Q: 3 clusters Score -2.399664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -23996666.000000 Penalty: 4012.812744
	Iteration 118Q: 3 clusters Score -2.399667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -23996704.000000 Penalty: 4012.812744
	Iteration 119Q: 3 clusters Score -2.39967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -23996694.000000 Penalty: 4012.812744
	Iteration 120F: 3 clusters Score -2.399669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -23996700.000000 Penalty: 4012.812744
	Iteration 121Q: 3 clusters Score -2.39967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -23996686.000000 Penalty: 4012.812744
	Iteration 122Q: 3 clusters Score -2.399669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -23996676.000000 Penalty: 4012.812744
	Iteration 123Q: 3 clusters Score -2.399668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -23996676.000000 Penalty: 4012.812744
	Iteration 124Q: 3 clusters Score -2.399668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -23996674.000000 Penalty: 4012.812744
	Iteration 125Q: 3 clusters Score -2.399667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155061 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -23996658.000000 Penalty: 4012.812744
	Iteration 126Q: 3 clusters Score -2.399666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -23996666.000000 Penalty: 4012.812744
	Iteration 127Q: 3 clusters Score -2.399667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -23996666.000000 Penalty: 4012.812744
	Iteration 128F: 3 clusters Score -2.399667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 25271 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 155058 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 23146 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 75237 members 
Entering Unmasked Estep 
Score: -153749312.000000 Penalty: 67125.757812
Splitting cluster 15 changes total score from -153645776.000000 to -153749312.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (51581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Entering Unmasked Estep 
Score: -4961902.000000 Penalty: 1763.272583
	Iteration 0F: 2 clusters Score -4961902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4927502.000000 Penalty: 3526.545166
	Iteration 0F: 3 clusters Score -4927502 nChanged 24094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4941562.000000 Penalty: 3526.545166
	Iteration 1F: 3 clusters Score -4941562 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4943496.500000 Penalty: 3526.545166
	Iteration 2F: 3 clusters Score -4943496 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -4945932.000000 Penalty: 3526.545166
	Iteration 3F: 3 clusters Score -4945932 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4948734.500000 Penalty: 3526.545166
	Iteration 4F: 3 clusters Score -4948734 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4951014.500000 Penalty: 3526.545166
	Iteration 5F: 3 clusters Score -4951014 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4952834.000000 Penalty: 3526.545166
	Iteration 6F: 3 clusters Score -4952834 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4954089.500000 Penalty: 3526.545166
	Iteration 7F: 3 clusters Score -4954090 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4955022.000000 Penalty: 3526.545166
	Iteration 8Q: 3 clusters Score -4955022 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4955859.500000 Penalty: 3526.545166
	Iteration 9Q: 3 clusters Score -4955860 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4956474.000000 Penalty: 3526.545166
	Iteration 10Q: 3 clusters Score -4956474 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4957070.500000 Penalty: 3526.545166
	Iteration 11Q: 3 clusters Score -4957070 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -4957695.500000 Penalty: 3526.545166
	Iteration 12Q: 3 clusters Score -4957696 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4958220.000000 Penalty: 3526.545166
	Iteration 13Q: 3 clusters Score -4958220 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4958651.500000 Penalty: 3526.545166
	Iteration 14Q: 3 clusters Score -4958652 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4959028.500000 Penalty: 3526.545166
	Iteration 15Q: 3 clusters Score -4959028 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4959334.000000 Penalty: 3526.545166
	Iteration 16Q: 3 clusters Score -4959334 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -4959598.500000 Penalty: 3526.545166
	Iteration 17Q: 3 clusters Score -4959598 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4959849.500000 Penalty: 3526.545166
	Iteration 18Q: 3 clusters Score -4959850 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -4960044.000000 Penalty: 3526.545166
	Iteration 19Q: 3 clusters Score -4960044 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -4960159.500000 Penalty: 3526.545166
	Iteration 20F: 3 clusters Score -4960160 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -4960292.500000 Penalty: 3526.545166
	Iteration 21Q: 3 clusters Score -4960292 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -4960397.000000 Penalty: 3526.545166
	Iteration 22Q: 3 clusters Score -4960397 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4960507.000000 Penalty: 3526.545166
	Iteration 23Q: 3 clusters Score -4960507 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4960549.000000 Penalty: 3526.545166
	Iteration 24Q: 3 clusters Score -4960549 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4960647.000000 Penalty: 3526.545166
	Iteration 25Q: 3 clusters Score -4960647 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4960704.000000 Penalty: 3526.545166
	Iteration 26Q: 3 clusters Score -4960704 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4960758.000000 Penalty: 3526.545166
	Iteration 27Q: 3 clusters Score -4960758 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4960812.000000 Penalty: 3526.545166
	Iteration 28Q: 3 clusters Score -4960812 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4960851.000000 Penalty: 3526.545166
	Iteration 29Q: 3 clusters Score -4960851 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4960882.500000 Penalty: 3526.545166
	Iteration 30Q: 3 clusters Score -4960882 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4960937.500000 Penalty: 3526.545166
	Iteration 31Q: 3 clusters Score -4960938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4961004.000000 Penalty: 3526.545166
	Iteration 32Q: 3 clusters Score -4961004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -4961054.000000 Penalty: 3526.545166
	Iteration 33Q: 3 clusters Score -4961054 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4961103.500000 Penalty: 3526.545166
	Iteration 34Q: 3 clusters Score -4961104 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4961137.500000 Penalty: 3526.545166
	Iteration 35Q: 3 clusters Score -4961138 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4961192.500000 Penalty: 3526.545166
	Iteration 36Q: 3 clusters Score -4961192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4961253.000000 Penalty: 3526.545166
	Iteration 37Q: 3 clusters Score -4961253 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4961273.000000 Penalty: 3526.545166
	Iteration 38Q: 3 clusters Score -4961273 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4961326.000000 Penalty: 3526.545166
	Iteration 39Q: 3 clusters Score -4961326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4961386.500000 Penalty: 3526.545166
	Iteration 40F: 3 clusters Score -4961386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4961431.000000 Penalty: 3526.545166
	Iteration 41Q: 3 clusters Score -4961431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4961474.500000 Penalty: 3526.545166
	Iteration 42Q: 3 clusters Score -4961474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4961493.500000 Penalty: 3526.545166
	Iteration 43Q: 3 clusters Score -4961494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4961497.000000 Penalty: 3526.545166
	Iteration 44Q: 3 clusters Score -4961497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4961508.000000 Penalty: 3526.545166
	Iteration 45Q: 3 clusters Score -4961508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4961512.500000 Penalty: 3526.545166
	Iteration 46Q: 3 clusters Score -4961512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4961534.500000 Penalty: 3526.545166
	Iteration 47Q: 3 clusters Score -4961534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4961530.500000 Penalty: 3526.545166
	Iteration 48Q: 3 clusters Score -4961530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4961534.000000 Penalty: 3526.545166
	Iteration 49Q: 3 clusters Score -4961534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4961536.500000 Penalty: 3526.545166
	Iteration 50Q: 3 clusters Score -4961536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4961539.500000 Penalty: 3526.545166
	Iteration 51Q: 3 clusters Score -4961540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4961543.500000 Penalty: 3526.545166
	Iteration 52Q: 3 clusters Score -4961544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4961548.500000 Penalty: 3526.545166
	Iteration 53Q: 3 clusters Score -4961548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4961546.000000 Penalty: 3526.545166
	Iteration 54Q: 3 clusters Score -4961546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4961549.000000 Penalty: 3526.545166
	Iteration 55Q: 3 clusters Score -4961549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4961558.000000 Penalty: 3526.545166
	Iteration 56Q: 3 clusters Score -4961558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4961557.000000 Penalty: 3526.545166
	Iteration 57Q: 3 clusters Score -4961557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4961553.500000 Penalty: 3526.545166
	Iteration 58Q: 3 clusters Score -4961554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4961565.000000 Penalty: 3526.545166
	Iteration 59Q: 3 clusters Score -4961565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4961561.500000 Penalty: 3526.545166
	Iteration 60F: 3 clusters Score -4961562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4961564.000000 Penalty: 3526.545166
	Iteration 61Q: 3 clusters Score -4961564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4961560.500000 Penalty: 3526.545166
	Iteration 62Q: 3 clusters Score -4961560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4961566.000000 Penalty: 3526.545166
	Iteration 63Q: 3 clusters Score -4961566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4961555.000000 Penalty: 3526.545166
	Iteration 64Q: 3 clusters Score -4961555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4961562.500000 Penalty: 3526.545166
	Iteration 65Q: 3 clusters Score -4961562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4961556.000000 Penalty: 3526.545166
	Iteration 66Q: 3 clusters Score -4961556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4961565.000000 Penalty: 3526.545166
	Iteration 67Q: 3 clusters Score -4961565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4961569.500000 Penalty: 3526.545166
	Iteration 68Q: 3 clusters Score -4961570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4961566.500000 Penalty: 3526.545166
	Iteration 69Q: 3 clusters Score -4961566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4961573.000000 Penalty: 3526.545166
	Iteration 70Q: 3 clusters Score -4961573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4961567.000000 Penalty: 3526.545166
	Iteration 71Q: 3 clusters Score -4961567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4961570.000000 Penalty: 3526.545166
	Iteration 72Q: 3 clusters Score -4961570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4961569.500000 Penalty: 3526.545166
	Iteration 73Q: 3 clusters Score -4961570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4961574.500000 Penalty: 3526.545166
	Iteration 74Q: 3 clusters Score -4961574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4961573.000000 Penalty: 3526.545166
	Iteration 75Q: 3 clusters Score -4961573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4961576.000000 Penalty: 3526.545166
	Iteration 76Q: 3 clusters Score -4961576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4961569.000000 Penalty: 3526.545166
	Iteration 77Q: 3 clusters Score -4961569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4961565.500000 Penalty: 3526.545166
	Iteration 78Q: 3 clusters Score -4961566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4961565.500000 Penalty: 3526.545166
	Iteration 79F: 3 clusters Score -4961566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Entering Unmasked Estep 
Score: -3013348.250000 Penalty: 1682.492310
	Iteration 0F: 2 clusters Score -3013348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2992288.750000 Penalty: 3364.984619
	Iteration 0F: 3 clusters Score -2992289 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3003156.000000 Penalty: 3364.984619
	Iteration 1F: 3 clusters Score -3003156 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3007392.500000 Penalty: 3364.984619
	Iteration 2F: 3 clusters Score -3007392 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3011988.000000 Penalty: 3364.984619
	Iteration 3F: 3 clusters Score -3011988 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3015007.750000 Penalty: 3364.984619
	Iteration 4F: 3 clusters Score -3015008 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3016979.750000 Penalty: 3364.984619
	Iteration 5F: 3 clusters Score -3016980 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3018658.750000 Penalty: 3364.984619
	Iteration 6Q: 3 clusters Score -3018659 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3020031.250000 Penalty: 3364.984619
	Iteration 7Q: 3 clusters Score -3020031 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3021180.000000 Penalty: 3364.984619
	Iteration 8Q: 3 clusters Score -3021180 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3022196.750000 Penalty: 3364.984619
	Iteration 9Q: 3 clusters Score -3022197 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3023030.750000 Penalty: 3364.984619
	Iteration 10Q: 3 clusters Score -3023031 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3023734.250000 Penalty: 3364.984619
	Iteration 11Q: 3 clusters Score -3023734 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3024173.500000 Penalty: 3364.984619
	Iteration 12Q: 3 clusters Score -3024174 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3024427.750000 Penalty: 3364.984619
	Iteration 13Q: 3 clusters Score -3024428 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3024605.000000 Penalty: 3364.984619
	Iteration 14Q: 3 clusters Score -3024605 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3024735.000000 Penalty: 3364.984619
	Iteration 15Q: 3 clusters Score -3024735 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3024806.500000 Penalty: 3364.984619
	Iteration 16Q: 3 clusters Score -3024806 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3024861.750000 Penalty: 3364.984619
	Iteration 17Q: 3 clusters Score -3024862 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3024877.000000 Penalty: 3364.984619
	Iteration 18Q: 3 clusters Score -3024877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3024879.500000 Penalty: 3364.984619
	Iteration 19Q: 3 clusters Score -3024880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3024934.250000 Penalty: 3364.984619
	Iteration 20F: 3 clusters Score -3024934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3024982.000000 Penalty: 3364.984619
	Iteration 21Q: 3 clusters Score -3024982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3024977.250000 Penalty: 3364.984619
	Iteration 22Q: 3 clusters Score -3024977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -3024986.750000 Penalty: 3364.984619
	Iteration 23Q: 3 clusters Score -3024987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3024987.250000 Penalty: 3364.984619
	Iteration 24Q: 3 clusters Score -3024987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3024983.000000 Penalty: 3364.984619
	Iteration 25Q: 3 clusters Score -3024983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3024988.750000 Penalty: 3364.984619
	Iteration 26Q: 3 clusters Score -3024989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3024991.000000 Penalty: 3364.984619
	Iteration 27Q: 3 clusters Score -3024991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3024993.000000 Penalty: 3364.984619
	Iteration 28Q: 3 clusters Score -3024993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3024995.500000 Penalty: 3364.984619
	Iteration 29Q: 3 clusters Score -3024996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3024994.250000 Penalty: 3364.984619
	Iteration 30Q: 3 clusters Score -3024994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3024995.000000 Penalty: 3364.984619
	Iteration 31Q: 3 clusters Score -3024995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3024995.000000 Penalty: 3364.984619
	Iteration 32F: 3 clusters Score -3024995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 25271 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 155058 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 12555 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 131326 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 23146 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 75237 members 
Mstep: Class 30 contains 18821 members 
Entering Unmasked Estep 
Score: -153759184.000000 Penalty: 69440.437500
Splitting cluster 17 changes total score from -153645776.000000 to -153759184.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (35471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Entering Unmasked Estep 
Score: -3665980.000000 Penalty: 1702.426514
	Iteration 0F: 2 clusters Score -3665980 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 17586 members 
Entering Unmasked Estep 
Score: -3642297.250000 Penalty: 3404.853027
	Iteration 0F: 3 clusters Score -3642297 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3651414.250000 Penalty: 3404.853027
	Iteration 1F: 3 clusters Score -3651414 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3651979.250000 Penalty: 3404.853027
	Iteration 2Q: 3 clusters Score -3651979 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3652745.500000 Penalty: 3404.853027
	Iteration 3Q: 3 clusters Score -3652746 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3653994.750000 Penalty: 3404.853027
	Iteration 4F: 3 clusters Score -3653995 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3656003.000000 Penalty: 3404.853027
	Iteration 5F: 3 clusters Score -3656003 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3658723.000000 Penalty: 3404.853027
	Iteration 6F: 3 clusters Score -3658723 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3661284.500000 Penalty: 3404.853027
	Iteration 7F: 3 clusters Score -3661284 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3663025.250000 Penalty: 3404.853027
	Iteration 8F: 3 clusters Score -3663025 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3663880.750000 Penalty: 3404.853027
	Iteration 9Q: 3 clusters Score -3663881 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3664212.500000 Penalty: 3404.853027
	Iteration 10Q: 3 clusters Score -3664212 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3664384.000000 Penalty: 3404.853027
	Iteration 11Q: 3 clusters Score -3664384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3664476.500000 Penalty: 3404.853027
	Iteration 12Q: 3 clusters Score -3664476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3664542.250000 Penalty: 3404.853027
	Iteration 13Q: 3 clusters Score -3664542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3664591.000000 Penalty: 3404.853027
	Iteration 14Q: 3 clusters Score -3664591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3664617.500000 Penalty: 3404.853027
	Iteration 15Q: 3 clusters Score -3664618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3664654.500000 Penalty: 3404.853027
	Iteration 16Q: 3 clusters Score -3664654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3664672.500000 Penalty: 3404.853027
	Iteration 17Q: 3 clusters Score -3664672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3664693.500000 Penalty: 3404.853027
	Iteration 18Q: 3 clusters Score -3664694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3664704.500000 Penalty: 3404.853027
	Iteration 19Q: 3 clusters Score -3664704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3664713.000000 Penalty: 3404.853027
	Iteration 20F: 3 clusters Score -3664713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3664713.000000 Penalty: 3404.853027
	Iteration 21Q: 3 clusters Score -3664713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3664712.500000 Penalty: 3404.853027
	Iteration 22Q: 3 clusters Score -3664712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3664712.500000 Penalty: 3404.853027
	Iteration 23F: 3 clusters Score -3664712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (131326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Entering Unmasked Estep 
Score: -13562756.000000 Penalty: 1915.133667
	Iteration 0F: 2 clusters Score -1.356276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -13475285.000000 Penalty: 3830.267334
	Iteration 0F: 3 clusters Score -1.347528e+07 nChanged 63319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -13514802.000000 Penalty: 3830.267334
	Iteration 1F: 3 clusters Score -1.35148e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -13519429.000000 Penalty: 3830.267334
	Iteration 2F: 3 clusters Score -1.351943e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -13526174.000000 Penalty: 3830.267334
	Iteration 3F: 3 clusters Score -1.352617e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -13533889.000000 Penalty: 3830.267334
	Iteration 4F: 3 clusters Score -1.353389e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -13540353.000000 Penalty: 3830.267334
	Iteration 5F: 3 clusters Score -1.354035e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -13545461.000000 Penalty: 3830.267334
	Iteration 6F: 3 clusters Score -1.354546e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -13550046.000000 Penalty: 3830.267334
	Iteration 7Q: 3 clusters Score -1.355005e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -13555236.000000 Penalty: 3830.267334
	Iteration 8Q: 3 clusters Score -1.355524e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -13562641.000000 Penalty: 3830.267334
	Iteration 9Q: 3 clusters Score -1.356264e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -13568281.000000 Penalty: 3830.267334
	Iteration 10Q: 3 clusters Score -1.356828e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -13569302.000000 Penalty: 3830.267334
	Iteration 11Q: 3 clusters Score -1.35693e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -13569686.000000 Penalty: 3830.267334
	Iteration 12Q: 3 clusters Score -1.356969e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -13569925.000000 Penalty: 3830.267334
	Iteration 13Q: 3 clusters Score -1.356992e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 108362 members 
Entering Unmasked Estep 
Score: -13570152.000000 Penalty: 3830.267334
	Iteration 14Q: 3 clusters Score -1.357015e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -13570385.000000 Penalty: 3830.267334
	Iteration 15Q: 3 clusters Score -1.357038e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -13570595.000000 Penalty: 3830.267334
	Iteration 16Q: 3 clusters Score -1.35706e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -13570894.000000 Penalty: 3830.267334
	Iteration 17Q: 3 clusters Score -1.357089e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -13571206.000000 Penalty: 3830.267334
	Iteration 18Q: 3 clusters Score -1.357121e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 103500 members 
Entering Unmasked Estep 
Score: -13571482.000000 Penalty: 3830.267334
	Iteration 19Q: 3 clusters Score -1.357148e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -13571830.000000 Penalty: 3830.267334
	Iteration 20F: 3 clusters Score -1.357183e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -13572311.000000 Penalty: 3830.267334
	Iteration 21Q: 3 clusters Score -1.357231e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -13572768.000000 Penalty: 3830.267334
	Iteration 22Q: 3 clusters Score -1.357277e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -13573219.000000 Penalty: 3830.267334
	Iteration 23Q: 3 clusters Score -1.357322e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -13573742.000000 Penalty: 3830.267334
	Iteration 24Q: 3 clusters Score -1.357374e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -13574644.000000 Penalty: 3830.267334
	Iteration 25Q: 3 clusters Score -1.357464e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -13575665.000000 Penalty: 3830.267334
	Iteration 26Q: 3 clusters Score -1.357566e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -13577024.000000 Penalty: 3830.267334
	Iteration 27Q: 3 clusters Score -1.357702e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -13578772.000000 Penalty: 3830.267334
	Iteration 28Q: 3 clusters Score -1.357877e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -13581122.000000 Penalty: 3830.267334
	Iteration 29Q: 3 clusters Score -1.358112e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -13583579.000000 Penalty: 3830.267334
	Iteration 30Q: 3 clusters Score -1.358358e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -13585362.000000 Penalty: 3830.267334
	Iteration 31Q: 3 clusters Score -1.358536e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -13586477.000000 Penalty: 3830.267334
	Iteration 32Q: 3 clusters Score -1.358648e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -13587063.000000 Penalty: 3830.267334
	Iteration 33Q: 3 clusters Score -1.358706e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -13587361.000000 Penalty: 3830.267334
	Iteration 34Q: 3 clusters Score -1.358736e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -13587492.000000 Penalty: 3830.267334
	Iteration 35Q: 3 clusters Score -1.358749e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -13587537.000000 Penalty: 3830.267334
	Iteration 36Q: 3 clusters Score -1.358754e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -13587590.000000 Penalty: 3830.267334
	Iteration 37Q: 3 clusters Score -1.358759e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -13587605.000000 Penalty: 3830.267334
	Iteration 38Q: 3 clusters Score -1.35876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -13587617.000000 Penalty: 3830.267334
	Iteration 39Q: 3 clusters Score -1.358762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -13587861.000000 Penalty: 3830.267334
	Iteration 40F: 3 clusters Score -1.358786e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -13587968.000000 Penalty: 3830.267334
	Iteration 41Q: 3 clusters Score -1.358797e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -13587974.000000 Penalty: 3830.267334
	Iteration 42Q: 3 clusters Score -1.358797e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -13587955.000000 Penalty: 3830.267334
	Iteration 43Q: 3 clusters Score -1.358796e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -13587938.000000 Penalty: 3830.267334
	Iteration 44Q: 3 clusters Score -1.358794e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -13587940.000000 Penalty: 3830.267334
	Iteration 45Q: 3 clusters Score -1.358794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -13587962.000000 Penalty: 3830.267334
	Iteration 46Q: 3 clusters Score -1.358796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -13587935.000000 Penalty: 3830.267334
	Iteration 47Q: 3 clusters Score -1.358794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -13587931.000000 Penalty: 3830.267334
	Iteration 48Q: 3 clusters Score -1.358793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -13587938.000000 Penalty: 3830.267334
	Iteration 49Q: 3 clusters Score -1.358794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -13587944.000000 Penalty: 3830.267334
	Iteration 50Q: 3 clusters Score -1.358794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -13587955.000000 Penalty: 3830.267334
	Iteration 51Q: 3 clusters Score -1.358796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -13587955.000000 Penalty: 3830.267334
	Iteration 52F: 3 clusters Score -1.358796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 25271 members 
Mstep: Class 14 contains 6275 members 
Mstep: Class 15 contains 155058 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 12555 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 59042 members 
Mstep: Class 20 contains 222880 members 
Mstep: Class 21 contains 11387 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 155976 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 23146 members 
Mstep: Class 28 contains 3689 members 
Mstep: Class 29 contains 75237 members 
Mstep: Class 30 contains 18821 members 
Mstep: Class 31 contains 72284 members 
Entering Unmasked Estep 
Score: -153787600.000000 Penalty: 71755.125000
Splitting cluster 19 changes total score from -153645776.000000 to -153787600.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 63496 members 
Mstep: Class 4 contains 71774 members 
Mstep: Class 5 contains 79822 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 86900 members 
Mstep: Class 8 contains 167087 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 30038 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 25271 members 
Mstep: Class 15 contains 155058 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 12555 members 
Mstep: Class 18 contains 35471 members 
Mstep: Class 19 contains 59042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153818128.000000 Penalty: 71755.125000
Iteration 39Q: 32 clusters Score -1.538181e+08 nChanged 61627
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 12894 members 
Mstep: Class 3 contains 61998 members 
Mstep: Class 4 contains 72439 members 
Mstep: Class 5 contains 76347 members 
Mstep: Class 6 contains 9378 members 
Mstep: Class 7 contains 87014 members 
Mstep: Class 8 contains 168428 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 30126 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 25980 members 
Mstep: Class 14 contains 6717 members 
Mstep: Class 15 contains 164112 members 
Mstep: Class 16 contains 53599 members 
Mstep: Class 17 contains 12840 members 
Mstep: Class 18 contains 35584 members 
Mstep: Class 19 contains 62252 members 
Mstep: Class 20 contains 216445 members 
Mstep: Class 21 contains 11700 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 154918 members 
Mstep: Class 25 contains 5528 members 
Mstep: Class 26 contains 12469 members 
Mstep: Class 27 contains 21559 members 
Mstep: Class 28 contains 3638 members 
Mstep: Class 29 contains 72380 members 
Mstep: Class 30 contains 18098 members 
Mstep: Class 31 contains 70565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153850512.000000 Penalty: 71755.125000
Iteration 40F: 32 clusters Score -1.538505e+08 nChanged 53543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 13572 members 
Mstep: Class 3 contains 58636 members 
Mstep: Class 4 contains 72113 members 
Mstep: Class 5 contains 72524 members 
Mstep: Class 6 contains 9149 members 
Mstep: Class 7 contains 85068 members 
Mstep: Class 8 contains 166232 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 29521 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 26062 members 
Mstep: Class 14 contains 6965 members 
Mstep: Class 15 contains 167186 members 
Mstep: Class 16 contains 52118 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 34183 members 
Mstep: Class 19 contains 63036 members 
Mstep: Class 20 contains 216845 members 
Mstep: Class 21 contains 12442 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 4271 members 
Mstep: Class 24 contains 159321 members 
Mstep: Class 25 contains 6026 members 
Mstep: Class 26 contains 12488 members 
Mstep: Class 27 contains 22742 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 74448 members 
Mstep: Class 30 contains 18890 members 
Mstep: Class 31 contains 71949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153864720.000000 Penalty: 71755.125000
Iteration 41Q: 32 clusters Score -1.538647e+08 nChanged 33426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 56197 members 
Mstep: Class 4 contains 71790 members 
Mstep: Class 5 contains 69218 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 83691 members 
Mstep: Class 8 contains 164366 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 28836 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 26126 members 
Mstep: Class 14 contains 7184 members 
Mstep: Class 15 contains 170926 members 
Mstep: Class 16 contains 51142 members 
Mstep: Class 17 contains 12174 members 
Mstep: Class 18 contains 33281 members 
Mstep: Class 19 contains 64317 members 
Mstep: Class 20 contains 216021 members 
Mstep: Class 21 contains 12840 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 4135 members 
Mstep: Class 24 contains 162196 members 
Mstep: Class 25 contains 6408 members 
Mstep: Class 26 contains 12541 members 
Mstep: Class 27 contains 23358 members 
Mstep: Class 28 contains 3790 members 
Mstep: Class 29 contains 76045 members 
Mstep: Class 30 contains 19424 members 
Mstep: Class 31 contains 72974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153871568.000000 Penalty: 71755.125000
Iteration 42Q: 32 clusters Score -1.538716e+08 nChanged 26104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 14566 members 
Mstep: Class 3 contains 54177 members 
Mstep: Class 4 contains 71437 members 
Mstep: Class 5 contains 66426 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 82654 members 
Mstep: Class 8 contains 162435 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 26226 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 174805 members 
Mstep: Class 16 contains 50311 members 
Mstep: Class 17 contains 12010 members 
Mstep: Class 18 contains 32730 members 
Mstep: Class 19 contains 65960 members 
Mstep: Class 20 contains 214523 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 5662 members 
Mstep: Class 23 contains 4008 members 
Mstep: Class 24 contains 164225 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 12584 members 
Mstep: Class 27 contains 23673 members 
Mstep: Class 28 contains 3875 members 
Mstep: Class 29 contains 77473 members 
Mstep: Class 30 contains 19852 members 
Mstep: Class 31 contains 73943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153875488.000000 Penalty: 71755.125000
Iteration 43Q: 32 clusters Score -1.538755e+08 nChanged 22367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 14927 members 
Mstep: Class 3 contains 52365 members 
Mstep: Class 4 contains 71106 members 
Mstep: Class 5 contains 64076 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 81889 members 
Mstep: Class 8 contains 160293 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 27687 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 26336 members 
Mstep: Class 14 contains 7572 members 
Mstep: Class 15 contains 178568 members 
Mstep: Class 16 contains 49483 members 
Mstep: Class 17 contains 11827 members 
Mstep: Class 18 contains 32303 members 
Mstep: Class 19 contains 67886 members 
Mstep: Class 20 contains 212793 members 
Mstep: Class 21 contains 13422 members 
Mstep: Class 22 contains 5648 members 
Mstep: Class 23 contains 3877 members 
Mstep: Class 24 contains 165888 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 12604 members 
Mstep: Class 27 contains 23844 members 
Mstep: Class 28 contains 3964 members 
Mstep: Class 29 contains 78746 members 
Mstep: Class 30 contains 20239 members 
Mstep: Class 31 contains 74923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153880832.000000 Penalty: 71755.125000
Iteration 44Q: 32 clusters Score -1.538808e+08 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 15198 members 
Mstep: Class 3 contains 50729 members 
Mstep: Class 4 contains 70714 members 
Mstep: Class 5 contains 61955 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 81260 members 
Mstep: Class 8 contains 158162 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 27199 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 2499 members 
Mstep: Class 13 contains 26392 members 
Mstep: Class 14 contains 7754 members 
Mstep: Class 15 contains 182235 members 
Mstep: Class 16 contains 48767 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 31974 members 
Mstep: Class 19 contains 70006 members 
Mstep: Class 20 contains 211027 members 
Mstep: Class 21 contains 13690 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 3756 members 
Mstep: Class 24 contains 167188 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 12617 members 
Mstep: Class 27 contains 23985 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 79851 members 
Mstep: Class 30 contains 20530 members 
Mstep: Class 31 contains 75908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153884480.000000 Penalty: 71755.125000
Iteration 45Q: 32 clusters Score -1.538845e+08 nChanged 18426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 15398 members 
Mstep: Class 3 contains 49194 members 
Mstep: Class 4 contains 70333 members 
Mstep: Class 5 contains 60143 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 7 contains 80711 members 
Mstep: Class 8 contains 156061 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 26766 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 26445 members 
Mstep: Class 14 contains 7931 members 
Mstep: Class 15 contains 185779 members 
Mstep: Class 16 contains 48137 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 31738 members 
Mstep: Class 19 contains 72323 members 
Mstep: Class 20 contains 209212 members 
Mstep: Class 21 contains 13912 members 
Mstep: Class 22 contains 5638 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 168119 members 
Mstep: Class 25 contains 7417 members 
Mstep: Class 26 contains 12654 members 
Mstep: Class 27 contains 24072 members 
Mstep: Class 28 contains 4139 members 
Mstep: Class 29 contains 80759 members 
Mstep: Class 30 contains 20749 members 
Mstep: Class 31 contains 76871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153886592.000000 Penalty: 71755.125000
Iteration 46Q: 32 clusters Score -1.538866e+08 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 15532 members 
Mstep: Class 3 contains 47773 members 
Mstep: Class 4 contains 69989 members 
Mstep: Class 5 contains 58591 members 
Mstep: Class 6 contains 8600 members 
Mstep: Class 7 contains 80229 members 
Mstep: Class 8 contains 153910 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 26361 members 
Mstep: Class 11 contains 2977 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 26523 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 15 contains 189030 members 
Mstep: Class 16 contains 47533 members 
Mstep: Class 17 contains 11437 members 
Mstep: Class 18 contains 31589 members 
Mstep: Class 19 contains 74809 members 
Mstep: Class 20 contains 207328 members 
Mstep: Class 21 contains 14101 members 
Mstep: Class 22 contains 5636 members 
Mstep: Class 23 contains 3593 members 
Mstep: Class 24 contains 168958 members 
Mstep: Class 25 contains 7652 members 
Mstep: Class 26 contains 12650 members 
Mstep: Class 27 contains 24124 members 
Mstep: Class 28 contains 4224 members 
Mstep: Class 29 contains 81542 members 
Mstep: Class 30 contains 20916 members 
Mstep: Class 31 contains 77854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153888800.000000 Penalty: 71755.125000
Iteration 47Q: 32 clusters Score -1.538888e+08 nChanged 15988
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 15626 members 
Mstep: Class 3 contains 46479 members 
Mstep: Class 4 contains 69627 members 
Mstep: Class 5 contains 57307 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 79803 members 
Mstep: Class 8 contains 151808 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 25979 members 
Mstep: Class 11 contains 2988 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 8223 members 
Mstep: Class 15 contains 191936 members 
Mstep: Class 16 contains 46935 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 31477 members 
Mstep: Class 19 contains 77444 members 
Mstep: Class 20 contains 205413 members 
Mstep: Class 21 contains 14283 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 3566 members 
Mstep: Class 24 contains 169655 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 12634 members 
Mstep: Class 27 contains 24179 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 82228 members 
Mstep: Class 30 contains 21039 members 
Mstep: Class 31 contains 78844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153891616.000000 Penalty: 71755.125000
Iteration 48Q: 32 clusters Score -1.538916e+08 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 15637 members 
Mstep: Class 3 contains 45288 members 
Mstep: Class 4 contains 69252 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 79407 members 
Mstep: Class 8 contains 149931 members 
Mstep: Class 9 contains 7390 members 
Mstep: Class 10 contains 25670 members 
Mstep: Class 11 contains 2980 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 26531 members 
Mstep: Class 14 contains 8335 members 
Mstep: Class 15 contains 194300 members 
Mstep: Class 16 contains 46408 members 
Mstep: Class 17 contains 11235 members 
Mstep: Class 18 contains 31405 members 
Mstep: Class 19 contains 80278 members 
Mstep: Class 20 contains 203454 members 
Mstep: Class 21 contains 14447 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 3551 members 
Mstep: Class 24 contains 170256 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 12580 members 
Mstep: Class 27 contains 24225 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 82840 members 
Mstep: Class 30 contains 21141 members 
Mstep: Class 31 contains 79812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153893312.000000 Penalty: 71755.125000
Iteration 49Q: 32 clusters Score -1.538933e+08 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 15580 members 
Mstep: Class 3 contains 44210 members 
Mstep: Class 4 contains 68893 members 
Mstep: Class 5 contains 55217 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 79035 members 
Mstep: Class 8 contains 148321 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 25353 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 2449 members 
Mstep: Class 13 contains 26462 members 
Mstep: Class 14 contains 8453 members 
Mstep: Class 15 contains 196128 members 
Mstep: Class 16 contains 45922 members 
Mstep: Class 17 contains 11175 members 
Mstep: Class 18 contains 31375 members 
Mstep: Class 19 contains 83304 members 
Mstep: Class 20 contains 201442 members 
Mstep: Class 21 contains 14594 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 3556 members 
Mstep: Class 24 contains 170820 members 
Mstep: Class 25 contains 8382 members 
Mstep: Class 26 contains 12528 members 
Mstep: Class 27 contains 24236 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 83365 members 
Mstep: Class 30 contains 21215 members 
Mstep: Class 31 contains 80746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153895120.000000 Penalty: 71755.125000
Iteration 50Q: 32 clusters Score -1.538951e+08 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 15525 members 
Mstep: Class 3 contains 43198 members 
Mstep: Class 4 contains 68516 members 
Mstep: Class 5 contains 54365 members 
Mstep: Class 6 contains 8385 members 
Mstep: Class 7 contains 78698 members 
Mstep: Class 8 contains 146967 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 25040 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 15 contains 197447 members 
Mstep: Class 16 contains 45418 members 
Mstep: Class 17 contains 11138 members 
Mstep: Class 18 contains 31352 members 
Mstep: Class 19 contains 86575 members 
Mstep: Class 20 contains 199291 members 
Mstep: Class 21 contains 14736 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 3587 members 
Mstep: Class 24 contains 171382 members 
Mstep: Class 25 contains 8614 members 
Mstep: Class 26 contains 12498 members 
Mstep: Class 27 contains 24252 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 83854 members 
Mstep: Class 30 contains 21252 members 
Mstep: Class 31 contains 81661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153896624.000000 Penalty: 71755.125000
Iteration 51Q: 32 clusters Score -1.538966e+08 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 42299 members 
Mstep: Class 4 contains 68150 members 
Mstep: Class 5 contains 53553 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 78402 members 
Mstep: Class 8 contains 145767 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 24778 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 26327 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 198462 members 
Mstep: Class 16 contains 45028 members 
Mstep: Class 17 contains 11096 members 
Mstep: Class 18 contains 31330 members 
Mstep: Class 19 contains 90039 members 
Mstep: Class 20 contains 196961 members 
Mstep: Class 21 contains 14861 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 3619 members 
Mstep: Class 24 contains 172009 members 
Mstep: Class 25 contains 8816 members 
Mstep: Class 26 contains 12489 members 
Mstep: Class 27 contains 24254 members 
Mstep: Class 28 contains 4976 members 
Mstep: Class 29 contains 84270 members 
Mstep: Class 30 contains 21265 members 
Mstep: Class 31 contains 82512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153898592.000000 Penalty: 71755.125000
Iteration 52Q: 32 clusters Score -1.538986e+08 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 15250 members 
Mstep: Class 3 contains 41479 members 
Mstep: Class 4 contains 67776 members 
Mstep: Class 5 contains 52781 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 7 contains 78139 members 
Mstep: Class 8 contains 144695 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 24574 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 26271 members 
Mstep: Class 14 contains 8657 members 
Mstep: Class 15 contains 199171 members 
Mstep: Class 16 contains 44692 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 31321 members 
Mstep: Class 19 contains 93646 members 
Mstep: Class 20 contains 194421 members 
Mstep: Class 21 contains 14970 members 
Mstep: Class 22 contains 5638 members 
Mstep: Class 23 contains 3674 members 
Mstep: Class 24 contains 172641 members 
Mstep: Class 25 contains 9026 members 
Mstep: Class 26 contains 12507 members 
Mstep: Class 27 contains 24285 members 
Mstep: Class 28 contains 5088 members 
Mstep: Class 29 contains 84630 members 
Mstep: Class 30 contains 21279 members 
Mstep: Class 31 contains 83357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153900608.000000 Penalty: 71755.125000
Iteration 53Q: 32 clusters Score -1.539006e+08 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 15056 members 
Mstep: Class 3 contains 40668 members 
Mstep: Class 4 contains 67417 members 
Mstep: Class 5 contains 52083 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 77910 members 
Mstep: Class 8 contains 143738 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 24346 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 2497 members 
Mstep: Class 13 contains 26214 members 
Mstep: Class 14 contains 8700 members 
Mstep: Class 15 contains 199562 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 11026 members 
Mstep: Class 18 contains 31309 members 
Mstep: Class 19 contains 97537 members 
Mstep: Class 20 contains 191764 members 
Mstep: Class 21 contains 15052 members 
Mstep: Class 22 contains 5616 members 
Mstep: Class 23 contains 3735 members 
Mstep: Class 24 contains 173244 members 
Mstep: Class 25 contains 9255 members 
Mstep: Class 26 contains 12531 members 
Mstep: Class 27 contains 24331 members 
Mstep: Class 28 contains 5181 members 
Mstep: Class 29 contains 84938 members 
Mstep: Class 30 contains 21303 members 
Mstep: Class 31 contains 84227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153903200.000000 Penalty: 71755.125000
Iteration 54Q: 32 clusters Score -1.539032e+08 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 14836 members 
Mstep: Class 3 contains 39953 members 
Mstep: Class 4 contains 67054 members 
Mstep: Class 5 contains 51442 members 
Mstep: Class 6 contains 8043 members 
Mstep: Class 7 contains 77685 members 
Mstep: Class 8 contains 142771 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 24190 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 13 contains 26166 members 
Mstep: Class 14 contains 8753 members 
Mstep: Class 15 contains 199674 members 
Mstep: Class 16 contains 44157 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 31296 members 
Mstep: Class 19 contains 101731 members 
Mstep: Class 20 contains 188895 members 
Mstep: Class 21 contains 15098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 3792 members 
Mstep: Class 24 contains 173975 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 12589 members 
Mstep: Class 27 contains 24367 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 85183 members 
Mstep: Class 30 contains 21310 members 
Mstep: Class 31 contains 85083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153906928.000000 Penalty: 71755.125000
Iteration 55Q: 32 clusters Score -1.539069e+08 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 14608 members 
Mstep: Class 3 contains 39299 members 
Mstep: Class 4 contains 66659 members 
Mstep: Class 5 contains 50791 members 
Mstep: Class 6 contains 7925 members 
Mstep: Class 7 contains 77501 members 
Mstep: Class 8 contains 141695 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 24086 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 26098 members 
Mstep: Class 14 contains 8800 members 
Mstep: Class 15 contains 199739 members 
Mstep: Class 16 contains 43876 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 31288 members 
Mstep: Class 19 contains 106288 members 
Mstep: Class 20 contains 185769 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 3874 members 
Mstep: Class 24 contains 174753 members 
Mstep: Class 25 contains 9693 members 
Mstep: Class 26 contains 12647 members 
Mstep: Class 27 contains 24428 members 
Mstep: Class 28 contains 5314 members 
Mstep: Class 29 contains 85385 members 
Mstep: Class 30 contains 21307 members 
Mstep: Class 31 contains 85885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153910384.000000 Penalty: 71755.125000
Iteration 56Q: 32 clusters Score -1.539104e+08 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 38681 members 
Mstep: Class 4 contains 66235 members 
Mstep: Class 5 contains 50182 members 
Mstep: Class 6 contains 7833 members 
Mstep: Class 7 contains 77346 members 
Mstep: Class 8 contains 140569 members 
Mstep: Class 9 contains 7677 members 
Mstep: Class 10 contains 23986 members 
Mstep: Class 11 contains 2898 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 13 contains 26048 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 199704 members 
Mstep: Class 16 contains 43581 members 
Mstep: Class 17 contains 10960 members 
Mstep: Class 18 contains 31277 members 
Mstep: Class 19 contains 111032 members 
Mstep: Class 20 contains 182534 members 
Mstep: Class 21 contains 15197 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 175643 members 
Mstep: Class 25 contains 9895 members 
Mstep: Class 26 contains 12698 members 
Mstep: Class 27 contains 24456 members 
Mstep: Class 28 contains 5378 members 
Mstep: Class 29 contains 85569 members 
Mstep: Class 30 contains 21299 members 
Mstep: Class 31 contains 86678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153913680.000000 Penalty: 71755.125000
Iteration 57Q: 32 clusters Score -1.539137e+08 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 38131 members 
Mstep: Class 4 contains 65734 members 
Mstep: Class 5 contains 49565 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 77203 members 
Mstep: Class 8 contains 139440 members 
Mstep: Class 9 contains 7725 members 
Mstep: Class 10 contains 23900 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 25965 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 199462 members 
Mstep: Class 16 contains 43307 members 
Mstep: Class 17 contains 10938 members 
Mstep: Class 18 contains 31284 members 
Mstep: Class 19 contains 116024 members 
Mstep: Class 20 contains 179256 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 176671 members 
Mstep: Class 25 contains 10065 members 
Mstep: Class 26 contains 12758 members 
Mstep: Class 27 contains 24513 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 85680 members 
Mstep: Class 30 contains 21261 members 
Mstep: Class 31 contains 87461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153916960.000000 Penalty: 71755.125000
Iteration 58Q: 32 clusters Score -1.53917e+08 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 13566 members 
Mstep: Class 3 contains 37617 members 
Mstep: Class 4 contains 65228 members 
Mstep: Class 5 contains 48969 members 
Mstep: Class 6 contains 7728 members 
Mstep: Class 7 contains 77046 members 
Mstep: Class 8 contains 138220 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 23809 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 25884 members 
Mstep: Class 14 contains 8971 members 
Mstep: Class 15 contains 199137 members 
Mstep: Class 16 contains 43020 members 
Mstep: Class 17 contains 10918 members 
Mstep: Class 18 contains 31294 members 
Mstep: Class 19 contains 121196 members 
Mstep: Class 20 contains 175971 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 4024 members 
Mstep: Class 24 contains 177712 members 
Mstep: Class 25 contains 10210 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 24559 members 
Mstep: Class 28 contains 5506 members 
Mstep: Class 29 contains 85738 members 
Mstep: Class 30 contains 21239 members 
Mstep: Class 31 contains 88263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153920480.000000 Penalty: 71755.125000
Iteration 59Q: 32 clusters Score -1.539205e+08 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 13133 members 
Mstep: Class 3 contains 37166 members 
Mstep: Class 4 contains 64718 members 
Mstep: Class 5 contains 48336 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 76915 members 
Mstep: Class 8 contains 136920 members 
Mstep: Class 9 contains 7842 members 
Mstep: Class 10 contains 23723 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 8993 members 
Mstep: Class 15 contains 198836 members 
Mstep: Class 16 contains 42786 members 
Mstep: Class 17 contains 10906 members 
Mstep: Class 18 contains 31298 members 
Mstep: Class 19 contains 126482 members 
Mstep: Class 20 contains 172578 members 
Mstep: Class 21 contains 15341 members 
Mstep: Class 22 contains 5449 members 
Mstep: Class 23 contains 4050 members 
Mstep: Class 24 contains 178874 members 
Mstep: Class 25 contains 10345 members 
Mstep: Class 26 contains 12950 members 
Mstep: Class 27 contains 24589 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 85781 members 
Mstep: Class 30 contains 21208 members 
Mstep: Class 31 contains 89007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153925152.000000 Penalty: 71755.125000
Iteration 60F: 32 clusters Score -1.539252e+08 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 36779 members 
Mstep: Class 4 contains 64146 members 
Mstep: Class 5 contains 47714 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 76842 members 
Mstep: Class 8 contains 135430 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 10 contains 23617 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 25697 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 15 contains 198447 members 
Mstep: Class 16 contains 42461 members 
Mstep: Class 17 contains 10885 members 
Mstep: Class 18 contains 31283 members 
Mstep: Class 19 contains 132143 members 
Mstep: Class 20 contains 168971 members 
Mstep: Class 21 contains 15387 members 
Mstep: Class 22 contains 5418 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 180170 members 
Mstep: Class 25 contains 10688 members 
Mstep: Class 26 contains 13006 members 
Mstep: Class 27 contains 24550 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 85799 members 
Mstep: Class 30 contains 21183 members 
Mstep: Class 31 contains 89726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153931392.000000 Penalty: 71755.125000
Iteration 61Q: 32 clusters Score -1.539314e+08 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 36345 members 
Mstep: Class 4 contains 63519 members 
Mstep: Class 5 contains 47128 members 
Mstep: Class 6 contains 7717 members 
Mstep: Class 7 contains 76731 members 
Mstep: Class 8 contains 134041 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 23507 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 25614 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 198114 members 
Mstep: Class 16 contains 42156 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 31271 members 
Mstep: Class 19 contains 137856 members 
Mstep: Class 20 contains 165277 members 
Mstep: Class 21 contains 15418 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 3883 members 
Mstep: Class 24 contains 181494 members 
Mstep: Class 25 contains 11012 members 
Mstep: Class 26 contains 13070 members 
Mstep: Class 27 contains 24520 members 
Mstep: Class 28 contains 5719 members 
Mstep: Class 29 contains 85779 members 
Mstep: Class 30 contains 21163 members 
Mstep: Class 31 contains 90476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153935792.000000 Penalty: 71755.125000
Iteration 62Q: 32 clusters Score -1.539358e+08 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 11901 members 
Mstep: Class 3 contains 35949 members 
Mstep: Class 4 contains 62864 members 
Mstep: Class 5 contains 46537 members 
Mstep: Class 6 contains 7718 members 
Mstep: Class 7 contains 76609 members 
Mstep: Class 8 contains 132531 members 
Mstep: Class 9 contains 8173 members 
Mstep: Class 10 contains 23387 members 
Mstep: Class 11 contains 2942 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 25514 members 
Mstep: Class 14 contains 9148 members 
Mstep: Class 15 contains 197806 members 
Mstep: Class 16 contains 41861 members 
Mstep: Class 17 contains 10828 members 
Mstep: Class 18 contains 31259 members 
Mstep: Class 19 contains 143477 members 
Mstep: Class 20 contains 161805 members 
Mstep: Class 21 contains 15431 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 3809 members 
Mstep: Class 24 contains 182861 members 
Mstep: Class 25 contains 11319 members 
Mstep: Class 26 contains 13141 members 
Mstep: Class 27 contains 24507 members 
Mstep: Class 28 contains 5778 members 
Mstep: Class 29 contains 85777 members 
Mstep: Class 30 contains 21149 members 
Mstep: Class 31 contains 91184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153939696.000000 Penalty: 71755.125000
Iteration 63Q: 32 clusters Score -1.539397e+08 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 11497 members 
Mstep: Class 3 contains 35584 members 
Mstep: Class 4 contains 62254 members 
Mstep: Class 5 contains 45916 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 76504 members 
Mstep: Class 8 contains 130977 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 23256 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 25418 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 197600 members 
Mstep: Class 16 contains 41530 members 
Mstep: Class 17 contains 10793 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 148923 members 
Mstep: Class 20 contains 158471 members 
Mstep: Class 21 contains 15459 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 3786 members 
Mstep: Class 24 contains 184262 members 
Mstep: Class 25 contains 11574 members 
Mstep: Class 26 contains 13208 members 
Mstep: Class 27 contains 24489 members 
Mstep: Class 28 contains 5834 members 
Mstep: Class 29 contains 85778 members 
Mstep: Class 30 contains 21146 members 
Mstep: Class 31 contains 91797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153942416.000000 Penalty: 71755.125000
Iteration 64Q: 32 clusters Score -1.539424e+08 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 35274 members 
Mstep: Class 4 contains 61653 members 
Mstep: Class 5 contains 45296 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 76400 members 
Mstep: Class 8 contains 129530 members 
Mstep: Class 9 contains 8485 members 
Mstep: Class 10 contains 23165 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 25310 members 
Mstep: Class 14 contains 9191 members 
Mstep: Class 15 contains 197789 members 
Mstep: Class 16 contains 41224 members 
Mstep: Class 17 contains 10753 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 154440 members 
Mstep: Class 20 contains 154673 members 
Mstep: Class 21 contains 15477 members 
Mstep: Class 22 contains 5265 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 185526 members 
Mstep: Class 25 contains 11768 members 
Mstep: Class 26 contains 13296 members 
Mstep: Class 27 contains 24469 members 
Mstep: Class 28 contains 5890 members 
Mstep: Class 29 contains 85818 members 
Mstep: Class 30 contains 21156 members 
Mstep: Class 31 contains 92357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943152.000000 Penalty: 71755.125000
Iteration 65Q: 32 clusters Score -1.539432e+08 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 10805 members 
Mstep: Class 3 contains 34965 members 
Mstep: Class 4 contains 61164 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 76294 members 
Mstep: Class 8 contains 128111 members 
Mstep: Class 9 contains 8654 members 
Mstep: Class 10 contains 23094 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 25208 members 
Mstep: Class 14 contains 9211 members 
Mstep: Class 15 contains 198310 members 
Mstep: Class 16 contains 40994 members 
Mstep: Class 17 contains 10716 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 19 contains 159590 members 
Mstep: Class 20 contains 150709 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 3735 members 
Mstep: Class 24 contains 186678 members 
Mstep: Class 25 contains 11911 members 
Mstep: Class 26 contains 13400 members 
Mstep: Class 27 contains 24465 members 
Mstep: Class 28 contains 5938 members 
Mstep: Class 29 contains 85842 members 
Mstep: Class 30 contains 21162 members 
Mstep: Class 31 contains 92925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943744.000000 Penalty: 71755.125000
Iteration 66Q: 32 clusters Score -1.539437e+08 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 34679 members 
Mstep: Class 4 contains 60786 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 76205 members 
Mstep: Class 8 contains 126803 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 22945 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 25115 members 
Mstep: Class 14 contains 9222 members 
Mstep: Class 15 contains 199044 members 
Mstep: Class 16 contains 40755 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 31243 members 
Mstep: Class 19 contains 163861 members 
Mstep: Class 20 contains 147468 members 
Mstep: Class 21 contains 15483 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 3732 members 
Mstep: Class 24 contains 187563 members 
Mstep: Class 25 contains 12047 members 
Mstep: Class 26 contains 13554 members 
Mstep: Class 27 contains 24416 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 85818 members 
Mstep: Class 30 contains 21161 members 
Mstep: Class 31 contains 93410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943424.000000 Penalty: 71755.125000
Iteration 67Q: 32 clusters Score -1.539434e+08 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 10470 members 
Mstep: Class 3 contains 34367 members 
Mstep: Class 4 contains 60464 members 
Mstep: Class 5 contains 43813 members 
Mstep: Class 6 contains 7719 members 
Mstep: Class 7 contains 76113 members 
Mstep: Class 8 contains 125504 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 22750 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 25044 members 
Mstep: Class 14 contains 9230 members 
Mstep: Class 15 contains 199765 members 
Mstep: Class 16 contains 40513 members 
Mstep: Class 17 contains 10664 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 19 contains 167173 members 
Mstep: Class 20 contains 145315 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 3743 members 
Mstep: Class 24 contains 188306 members 
Mstep: Class 25 contains 12191 members 
Mstep: Class 26 contains 13694 members 
Mstep: Class 27 contains 24408 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 85712 members 
Mstep: Class 30 contains 21145 members 
Mstep: Class 31 contains 93881 members 
Entering Unmasked Estep 
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Score: -153943440.000000 Penalty: 71755.125000
Iteration 68Q: 32 clusters Score -1.539434e+08 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 34065 members 
Mstep: Class 4 contains 60179 members 
Mstep: Class 5 contains 43385 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 76023 members 
Mstep: Class 8 contains 124213 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 22533 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 24986 members 
Mstep: Class 14 contains 9245 members 
Mstep: Class 15 contains 200494 members 
Mstep: Class 16 contains 40307 members 
Mstep: Class 17 contains 10641 members 
Mstep: Class 18 contains 31262 members 
Mstep: Class 19 contains 169245 members 
Mstep: Class 20 contains 144525 members 
Mstep: Class 21 contains 15447 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 3751 members 
Mstep: Class 24 contains 188867 members 
Mstep: Class 25 contains 12300 members 
Mstep: Class 26 contains 13819 members 
Mstep: Class 27 contains 24388 members 
Mstep: Class 28 contains 6038 members 
Mstep: Class 29 contains 85512 members 
Mstep: Class 30 contains 21135 members 
Mstep: Class 31 contains 94319 members 
Entering Unmasked Estep 
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Iteration 69Q: 32 clusters Score -1.539433e+08 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 33788 members 
Mstep: Class 4 contains 59896 members 
Mstep: Class 5 contains 42975 members 
Mstep: Class 6 contains 7742 members 
Mstep: Class 7 contains 75954 members 
Mstep: Class 8 contains 122933 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 22310 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 24933 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 201216 members 
Mstep: Class 16 contains 40089 members 
Mstep: Class 17 contains 10620 members 
Mstep: Class 18 contains 31277 members 
Mstep: Class 19 contains 169780 members 
Mstep: Class 20 contains 145184 members 
Mstep: Class 21 contains 15427 members 
Mstep: Class 22 contains 5029 members 
Mstep: Class 23 contains 3759 members 
Mstep: Class 24 contains 189365 members 
Mstep: Class 25 contains 12419 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 24375 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 85311 members 
Mstep: Class 30 contains 21128 members 
Mstep: Class 31 contains 94785 members 
Entering Unmasked Estep 
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Score: -153943264.000000 Penalty: 71755.125000
Iteration 70Q: 32 clusters Score -1.539433e+08 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 10630 members 
Mstep: Class 3 contains 33537 members 
Mstep: Class 4 contains 59659 members 
Mstep: Class 5 contains 42619 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 75910 members 
Mstep: Class 8 contains 121871 members 
Mstep: Class 9 contains 9789 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 24861 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 201697 members 
Mstep: Class 16 contains 39918 members 
Mstep: Class 17 contains 10602 members 
Mstep: Class 18 contains 31287 members 
Mstep: Class 19 contains 169236 members 
Mstep: Class 20 contains 146834 members 
Mstep: Class 21 contains 15424 members 
Mstep: Class 22 contains 4973 members 
Mstep: Class 23 contains 3765 members 
Mstep: Class 24 contains 189741 members 
Mstep: Class 25 contains 12513 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 24333 members 
Mstep: Class 28 contains 6079 members 
Mstep: Class 29 contains 85140 members 
Mstep: Class 30 contains 21110 members 
Mstep: Class 31 contains 95239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943088.000000 Penalty: 71755.125000
Iteration 71Q: 32 clusters Score -1.539431e+08 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 10827 members 
Mstep: Class 3 contains 33330 members 
Mstep: Class 4 contains 59463 members 
Mstep: Class 5 contains 42313 members 
Mstep: Class 6 contains 7778 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 120866 members 
Mstep: Class 9 contains 10067 members 
Mstep: Class 10 contains 21973 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 24786 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 202059 members 
Mstep: Class 16 contains 39769 members 
Mstep: Class 17 contains 10592 members 
Mstep: Class 18 contains 31313 members 
Mstep: Class 19 contains 167876 members 
Mstep: Class 20 contains 149170 members 
Mstep: Class 21 contains 15396 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 3770 members 
Mstep: Class 24 contains 190057 members 
Mstep: Class 25 contains 12586 members 
Mstep: Class 26 contains 13899 members 
Mstep: Class 27 contains 24301 members 
Mstep: Class 28 contains 6103 members 
Mstep: Class 29 contains 84954 members 
Mstep: Class 30 contains 21109 members 
Mstep: Class 31 contains 95711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153942944.000000 Penalty: 71755.125000
Iteration 72Q: 32 clusters Score -1.539429e+08 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 11087 members 
Mstep: Class 3 contains 33100 members 
Mstep: Class 4 contains 59283 members 
Mstep: Class 5 contains 42033 members 
Mstep: Class 6 contains 7792 members 
Mstep: Class 7 contains 75849 members 
Mstep: Class 8 contains 119926 members 
Mstep: Class 9 contains 10327 members 
Mstep: Class 10 contains 21845 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 24726 members 
Mstep: Class 14 contains 9302 members 
Mstep: Class 15 contains 202337 members 
Mstep: Class 16 contains 39635 members 
Mstep: Class 17 contains 10583 members 
Mstep: Class 18 contains 31329 members 
Mstep: Class 19 contains 166117 members 
Mstep: Class 20 contains 151788 members 
Mstep: Class 21 contains 15382 members 
Mstep: Class 22 contains 4890 members 
Mstep: Class 23 contains 3784 members 
Mstep: Class 24 contains 190350 members 
Mstep: Class 25 contains 12641 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 24246 members 
Mstep: Class 28 contains 6125 members 
Mstep: Class 29 contains 84763 members 
Mstep: Class 30 contains 21097 members 
Mstep: Class 31 contains 96218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153942928.000000 Penalty: 71755.125000
Iteration 73Q: 32 clusters Score -1.539429e+08 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 32890 members 
Mstep: Class 4 contains 59162 members 
Mstep: Class 5 contains 41789 members 
Mstep: Class 6 contains 7803 members 
Mstep: Class 7 contains 75876 members 
Mstep: Class 8 contains 119075 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 21743 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 24662 members 
Mstep: Class 14 contains 9309 members 
Mstep: Class 15 contains 202571 members 
Mstep: Class 16 contains 39492 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 31340 members 
Mstep: Class 19 contains 164150 members 
Mstep: Class 20 contains 154510 members 
Mstep: Class 21 contains 15358 members 
Mstep: Class 22 contains 4836 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 190504 members 
Mstep: Class 25 contains 12703 members 
Mstep: Class 26 contains 13801 members 
Mstep: Class 27 contains 24185 members 
Mstep: Class 28 contains 6156 members 
Mstep: Class 29 contains 84595 members 
Mstep: Class 30 contains 21080 members 
Mstep: Class 31 contains 96709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943872.000000 Penalty: 71755.125000
Iteration 74Q: 32 clusters Score -1.539439e+08 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 32683 members 
Mstep: Class 4 contains 59032 members 
Mstep: Class 5 contains 41546 members 
Mstep: Class 6 contains 7814 members 
Mstep: Class 7 contains 75908 members 
Mstep: Class 8 contains 118410 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 9333 members 
Mstep: Class 15 contains 202786 members 
Mstep: Class 16 contains 39338 members 
Mstep: Class 17 contains 10558 members 
Mstep: Class 18 contains 31354 members 
Mstep: Class 19 contains 162189 members 
Mstep: Class 20 contains 157048 members 
Mstep: Class 21 contains 15325 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 190563 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 13712 members 
Mstep: Class 27 contains 24131 members 
Mstep: Class 28 contains 6181 members 
Mstep: Class 29 contains 84458 members 
Mstep: Class 30 contains 21074 members 
Mstep: Class 31 contains 97218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943440.000000 Penalty: 71755.125000
Iteration 75Q: 32 clusters Score -1.539434e+08 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 32467 members 
Mstep: Class 4 contains 58922 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 75907 members 
Mstep: Class 8 contains 117863 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 24529 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 202844 members 
Mstep: Class 16 contains 39224 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 31374 members 
Mstep: Class 19 contains 160358 members 
Mstep: Class 20 contains 159410 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 4721 members 
Mstep: Class 23 contains 3857 members 
Mstep: Class 24 contains 190550 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13623 members 
Mstep: Class 27 contains 24085 members 
Mstep: Class 28 contains 6198 members 
Mstep: Class 29 contains 84333 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 97723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943104.000000 Penalty: 71755.125000
Iteration 76Q: 32 clusters Score -1.539431e+08 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 32249 members 
Mstep: Class 4 contains 58827 members 
Mstep: Class 5 contains 41112 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 75912 members 
Mstep: Class 8 contains 117398 members 
Mstep: Class 9 contains 11502 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 24469 members 
Mstep: Class 14 contains 9370 members 
Mstep: Class 15 contains 202796 members 
Mstep: Class 16 contains 39139 members 
Mstep: Class 17 contains 10536 members 
Mstep: Class 18 contains 31386 members 
Mstep: Class 19 contains 158993 members 
Mstep: Class 20 contains 161264 members 
Mstep: Class 21 contains 15245 members 
Mstep: Class 22 contains 4677 members 
Mstep: Class 23 contains 3877 members 
Mstep: Class 24 contains 190501 members 
Mstep: Class 25 contains 12875 members 
Mstep: Class 26 contains 13534 members 
Mstep: Class 27 contains 24043 members 
Mstep: Class 28 contains 6206 members 
Mstep: Class 29 contains 84202 members 
Mstep: Class 30 contains 21069 members 
Mstep: Class 31 contains 98245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153942272.000000 Penalty: 71755.125000
Iteration 77Q: 32 clusters Score -1.539423e+08 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 12780 members 
Mstep: Class 3 contains 32006 members 
Mstep: Class 4 contains 58738 members 
Mstep: Class 5 contains 40913 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 75882 members 
Mstep: Class 8 contains 117081 members 
Mstep: Class 9 contains 11783 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 24403 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 202627 members 
Mstep: Class 16 contains 39079 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 31397 members 
Mstep: Class 19 contains 158179 members 
Mstep: Class 20 contains 162552 members 
Mstep: Class 21 contains 15199 members 
Mstep: Class 22 contains 4653 members 
Mstep: Class 23 contains 3895 members 
Mstep: Class 24 contains 190463 members 
Mstep: Class 25 contains 12925 members 
Mstep: Class 26 contains 13432 members 
Mstep: Class 27 contains 24012 members 
Mstep: Class 28 contains 6221 members 
Mstep: Class 29 contains 84078 members 
Mstep: Class 30 contains 21073 members 
Mstep: Class 31 contains 98751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153942832.000000 Penalty: 71755.125000
Iteration 78Q: 32 clusters Score -1.539428e+08 nChanged 6636
Entering ConstructFrom: 
Score: -153942832.000000 Penalty: 71755.125000
Entering ConstructFrom: 
Trying to split cluster 1 (38258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Entering Unmasked Estep 
Score: -3885634.500000 Penalty: 1714.717529
	Iteration 0F: 2 clusters Score -3885634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3859935.500000 Penalty: 3429.435059
	Iteration 0F: 3 clusters Score -3859936 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3870547.000000 Penalty: 3429.435059
	Iteration 1F: 3 clusters Score -3870547 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3871476.500000 Penalty: 3429.435059
	Iteration 2F: 3 clusters Score -3871476 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3872507.500000 Penalty: 3429.435059
	Iteration 3F: 3 clusters Score -3872508 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3873722.750000 Penalty: 3429.435059
	Iteration 4F: 3 clusters Score -3873723 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3874978.000000 Penalty: 3429.435059
	Iteration 5F: 3 clusters Score -3874978 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3876019.500000 Penalty: 3429.435059
	Iteration 6F: 3 clusters Score -3876020 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3876880.750000 Penalty: 3429.435059
	Iteration 7Q: 3 clusters Score -3876881 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3877627.750000 Penalty: 3429.435059
	Iteration 8Q: 3 clusters Score -3877628 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3878199.000000 Penalty: 3429.435059
	Iteration 9Q: 3 clusters Score -3878199 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3878674.750000 Penalty: 3429.435059
	Iteration 10Q: 3 clusters Score -3878675 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3879120.000000 Penalty: 3429.435059
	Iteration 11Q: 3 clusters Score -3879120 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3879560.750000 Penalty: 3429.435059
	Iteration 12Q: 3 clusters Score -3879561 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3880004.750000 Penalty: 3429.435059
	Iteration 13Q: 3 clusters Score -3880005 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3880462.500000 Penalty: 3429.435059
	Iteration 14Q: 3 clusters Score -3880462 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3880967.750000 Penalty: 3429.435059
	Iteration 15Q: 3 clusters Score -3880968 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -3881523.000000 Penalty: 3429.435059
	Iteration 16Q: 3 clusters Score -3881523 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3882009.500000 Penalty: 3429.435059
	Iteration 17Q: 3 clusters Score -3882010 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3882414.250000 Penalty: 3429.435059
	Iteration 18Q: 3 clusters Score -3882414 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3882753.000000 Penalty: 3429.435059
	Iteration 19Q: 3 clusters Score -3882753 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3883020.750000 Penalty: 3429.435059
	Iteration 20F: 3 clusters Score -3883021 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -3883203.750000 Penalty: 3429.435059
	Iteration 21Q: 3 clusters Score -3883204 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -3883380.500000 Penalty: 3429.435059
	Iteration 22Q: 3 clusters Score -3883380 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3883519.500000 Penalty: 3429.435059
	Iteration 23Q: 3 clusters Score -3883520 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -3883636.750000 Penalty: 3429.435059
	Iteration 24Q: 3 clusters Score -3883637 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -3883767.000000 Penalty: 3429.435059
	Iteration 25Q: 3 clusters Score -3883767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -3883886.750000 Penalty: 3429.435059
	Iteration 26Q: 3 clusters Score -3883887 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -3883993.000000 Penalty: 3429.435059
	Iteration 27Q: 3 clusters Score -3883993 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3884074.500000 Penalty: 3429.435059
	Iteration 28Q: 3 clusters Score -3884074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -3884160.250000 Penalty: 3429.435059
	Iteration 29Q: 3 clusters Score -3884160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3884240.500000 Penalty: 3429.435059
	Iteration 30Q: 3 clusters Score -3884240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -3884309.000000 Penalty: 3429.435059
	Iteration 31Q: 3 clusters Score -3884309 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -3884389.250000 Penalty: 3429.435059
	Iteration 32Q: 3 clusters Score -3884389 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3884441.250000 Penalty: 3429.435059
	Iteration 33Q: 3 clusters Score -3884441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -3884495.000000 Penalty: 3429.435059
	Iteration 34Q: 3 clusters Score -3884495 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3884541.000000 Penalty: 3429.435059
	Iteration 35Q: 3 clusters Score -3884541 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3884572.750000 Penalty: 3429.435059
	Iteration 36Q: 3 clusters Score -3884573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3884607.500000 Penalty: 3429.435059
	Iteration 37Q: 3 clusters Score -3884608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -3884638.500000 Penalty: 3429.435059
	Iteration 38Q: 3 clusters Score -3884638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3884647.000000 Penalty: 3429.435059
	Iteration 39Q: 3 clusters Score -3884647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -3884685.500000 Penalty: 3429.435059
	Iteration 40F: 3 clusters Score -3884686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -3884710.000000 Penalty: 3429.435059
	Iteration 41Q: 3 clusters Score -3884710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -3884739.250000 Penalty: 3429.435059
	Iteration 42Q: 3 clusters Score -3884739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -3884766.000000 Penalty: 3429.435059
	Iteration 43Q: 3 clusters Score -3884766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3884794.000000 Penalty: 3429.435059
	Iteration 44Q: 3 clusters Score -3884794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -3884811.250000 Penalty: 3429.435059
	Iteration 45Q: 3 clusters Score -3884811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3884828.250000 Penalty: 3429.435059
	Iteration 46Q: 3 clusters Score -3884828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -3884839.000000 Penalty: 3429.435059
	Iteration 47Q: 3 clusters Score -3884839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -3884847.250000 Penalty: 3429.435059
	Iteration 48Q: 3 clusters Score -3884847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -3884862.500000 Penalty: 3429.435059
	Iteration 49Q: 3 clusters Score -3884862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -3884867.000000 Penalty: 3429.435059
	Iteration 50Q: 3 clusters Score -3884867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -3884881.000000 Penalty: 3429.435059
	Iteration 51Q: 3 clusters Score -3884881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3884885.750000 Penalty: 3429.435059
	Iteration 52Q: 3 clusters Score -3884886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -3884885.000000 Penalty: 3429.435059
	Iteration 53Q: 3 clusters Score -3884885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3884890.250000 Penalty: 3429.435059
	Iteration 54Q: 3 clusters Score -3884890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -3884890.250000 Penalty: 3429.435059
	Iteration 55Q: 3 clusters Score -3884890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -3884896.750000 Penalty: 3429.435059
	Iteration 56Q: 3 clusters Score -3884897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -3884895.500000 Penalty: 3429.435059
	Iteration 57Q: 3 clusters Score -3884896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3884898.500000 Penalty: 3429.435059
	Iteration 58Q: 3 clusters Score -3884898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -3884896.000000 Penalty: 3429.435059
	Iteration 59Q: 3 clusters Score -3884896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -3884894.500000 Penalty: 3429.435059
	Iteration 60F: 3 clusters Score -3884894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -3884896.250000 Penalty: 3429.435059
	Iteration 61Q: 3 clusters Score -3884896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3884901.250000 Penalty: 3429.435059
	Iteration 62Q: 3 clusters Score -3884901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3884899.500000 Penalty: 3429.435059
	Iteration 63Q: 3 clusters Score -3884900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -3884900.750000 Penalty: 3429.435059
	Iteration 64Q: 3 clusters Score -3884901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -3884897.000000 Penalty: 3429.435059
	Iteration 65Q: 3 clusters Score -3884897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -3884902.500000 Penalty: 3429.435059
	Iteration 66Q: 3 clusters Score -3884902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3884901.750000 Penalty: 3429.435059
	Iteration 67Q: 3 clusters Score -3884902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -3884900.000000 Penalty: 3429.435059
	Iteration 68Q: 3 clusters Score -3884900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3884898.750000 Penalty: 3429.435059
	Iteration 69Q: 3 clusters Score -3884899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3884902.250000 Penalty: 3429.435059
	Iteration 70Q: 3 clusters Score -3884902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -3884897.250000 Penalty: 3429.435059
	Iteration 71Q: 3 clusters Score -3884897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -3884895.500000 Penalty: 3429.435059
	Iteration 72Q: 3 clusters Score -3884896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3884899.250000 Penalty: 3429.435059
	Iteration 73Q: 3 clusters Score -3884899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3884899.250000 Penalty: 3429.435059
	Iteration 74F: 3 clusters Score -3884899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -1360637.250000 Penalty: 1540.658936
	Iteration 0F: 2 clusters Score -1360637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1351514.375000 Penalty: 3081.317871
	Iteration 0F: 3 clusters Score -1351514 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1354954.250000 Penalty: 3081.317871
	Iteration 1F: 3 clusters Score -1354954 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1355644.750000 Penalty: 3081.317871
	Iteration 2F: 3 clusters Score -1355645 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1356510.875000 Penalty: 3081.317871
	Iteration 3F: 3 clusters Score -1356511 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1357327.375000 Penalty: 3081.317871
	Iteration 4F: 3 clusters Score -1357327 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1357920.500000 Penalty: 3081.317871
	Iteration 5F: 3 clusters Score -1357920 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1358369.875000 Penalty: 3081.317871
	Iteration 6F: 3 clusters Score -1358370 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1358720.500000 Penalty: 3081.317871
	Iteration 7Q: 3 clusters Score -1358720 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1359039.375000 Penalty: 3081.317871
	Iteration 8Q: 3 clusters Score -1359039 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1359332.500000 Penalty: 3081.317871
	Iteration 9Q: 3 clusters Score -1359332 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1359567.875000 Penalty: 3081.317871
	Iteration 10Q: 3 clusters Score -1359568 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1359724.875000 Penalty: 3081.317871
	Iteration 11Q: 3 clusters Score -1359725 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1359830.875000 Penalty: 3081.317871
	Iteration 12Q: 3 clusters Score -1359831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1359880.750000 Penalty: 3081.317871
	Iteration 13Q: 3 clusters Score -1359881 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1359910.750000 Penalty: 3081.317871
	Iteration 14Q: 3 clusters Score -1359911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1359925.625000 Penalty: 3081.317871
	Iteration 15Q: 3 clusters Score -1359926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1359939.875000 Penalty: 3081.317871
	Iteration 16Q: 3 clusters Score -1359940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1359948.875000 Penalty: 3081.317871
	Iteration 17Q: 3 clusters Score -1359949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1359955.000000 Penalty: 3081.317871
	Iteration 18Q: 3 clusters Score -1359955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1359961.000000 Penalty: 3081.317871
	Iteration 19Q: 3 clusters Score -1359961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1359967.375000 Penalty: 3081.317871
	Iteration 20F: 3 clusters Score -1359967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1359974.000000 Penalty: 3081.317871
	Iteration 21Q: 3 clusters Score -1359974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1359972.375000 Penalty: 3081.317871
	Iteration 22Q: 3 clusters Score -1359972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1359973.000000 Penalty: 3081.317871
	Iteration 23Q: 3 clusters Score -1359973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1359975.750000 Penalty: 3081.317871
	Iteration 24Q: 3 clusters Score -1359976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1359974.125000 Penalty: 3081.317871
	Iteration 25Q: 3 clusters Score -1359974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1359976.125000 Penalty: 3081.317871
	Iteration 26Q: 3 clusters Score -1359976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1359977.625000 Penalty: 3081.317871
	Iteration 27Q: 3 clusters Score -1359978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1359975.500000 Penalty: 3081.317871
	Iteration 28Q: 3 clusters Score -1359976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1359975.500000 Penalty: 3081.317871
	Iteration 29F: 3 clusters Score -1359976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Entering Unmasked Estep 
Score: -3348256.000000 Penalty: 1684.555908
	Iteration 0F: 2 clusters Score -3348256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3326854.000000 Penalty: 3369.111816
	Iteration 0F: 3 clusters Score -3326854 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3334860.500000 Penalty: 3369.111816
	Iteration 1F: 3 clusters Score -3334860 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3335234.250000 Penalty: 3369.111816
	Iteration 2Q: 3 clusters Score -3335234 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3335541.750000 Penalty: 3369.111816
	Iteration 3Q: 3 clusters Score -3335542 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3335839.000000 Penalty: 3369.111816
	Iteration 4Q: 3 clusters Score -3335839 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3336191.750000 Penalty: 3369.111816
	Iteration 5Q: 3 clusters Score -3336192 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3336667.250000 Penalty: 3369.111816
	Iteration 6Q: 3 clusters Score -3336667 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3337357.250000 Penalty: 3369.111816
	Iteration 7Q: 3 clusters Score -3337357 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3338400.250000 Penalty: 3369.111816
	Iteration 8F: 3 clusters Score -3338400 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3339984.000000 Penalty: 3369.111816
	Iteration 9F: 3 clusters Score -3339984 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3342129.750000 Penalty: 3369.111816
	Iteration 10F: 3 clusters Score -3342130 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3344252.750000 Penalty: 3369.111816
	Iteration 11F: 3 clusters Score -3344253 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3345665.000000 Penalty: 3369.111816
	Iteration 12Q: 3 clusters Score -3345665 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3346310.500000 Penalty: 3369.111816
	Iteration 13Q: 3 clusters Score -3346310 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3346563.500000 Penalty: 3369.111816
	Iteration 14Q: 3 clusters Score -3346564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3346677.000000 Penalty: 3369.111816
	Iteration 15Q: 3 clusters Score -3346677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3346760.500000 Penalty: 3369.111816
	Iteration 16Q: 3 clusters Score -3346760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3346796.750000 Penalty: 3369.111816
	Iteration 17Q: 3 clusters Score -3346797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3346825.250000 Penalty: 3369.111816
	Iteration 18Q: 3 clusters Score -3346825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3346839.000000 Penalty: 3369.111816
	Iteration 19Q: 3 clusters Score -3346839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3346848.000000 Penalty: 3369.111816
	Iteration 20F: 3 clusters Score -3346848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3346854.250000 Penalty: 3369.111816
	Iteration 21Q: 3 clusters Score -3346854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3346860.000000 Penalty: 3369.111816
	Iteration 22Q: 3 clusters Score -3346860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3346862.000000 Penalty: 3369.111816
	Iteration 23Q: 3 clusters Score -3346862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3346863.000000 Penalty: 3369.111816
	Iteration 24Q: 3 clusters Score -3346863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3346863.000000 Penalty: 3369.111816
	Iteration 25F: 3 clusters Score -3346863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Entering Unmasked Estep 
Score: -6128415.500000 Penalty: 1784.115601
	Iteration 0F: 2 clusters Score -6128416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -6089367.000000 Penalty: 3568.231201
	Iteration 0F: 3 clusters Score -6089367 nChanged 27644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6105833.000000 Penalty: 3568.231201
	Iteration 1F: 3 clusters Score -6105833 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -6107517.500000 Penalty: 3568.231201
	Iteration 2F: 3 clusters Score -6107518 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -6110092.500000 Penalty: 3568.231201
	Iteration 3F: 3 clusters Score -6110092 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -6113426.500000 Penalty: 3568.231201
	Iteration 4F: 3 clusters Score -6113426 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -6116972.500000 Penalty: 3568.231201
	Iteration 5F: 3 clusters Score -6116972 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -6120027.500000 Penalty: 3568.231201
	Iteration 6F: 3 clusters Score -6120028 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -6122307.000000 Penalty: 3568.231201
	Iteration 7F: 3 clusters Score -6122307 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6123860.500000 Penalty: 3568.231201
	Iteration 8Q: 3 clusters Score -6123860 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6124899.500000 Penalty: 3568.231201
	Iteration 9Q: 3 clusters Score -6124900 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6125619.500000 Penalty: 3568.231201
	Iteration 10Q: 3 clusters Score -6125620 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6126119.500000 Penalty: 3568.231201
	Iteration 11Q: 3 clusters Score -6126120 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6126438.500000 Penalty: 3568.231201
	Iteration 12Q: 3 clusters Score -6126438 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6126642.000000 Penalty: 3568.231201
	Iteration 13Q: 3 clusters Score -6126642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6126796.500000 Penalty: 3568.231201
	Iteration 14Q: 3 clusters Score -6126796 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6126894.500000 Penalty: 3568.231201
	Iteration 15Q: 3 clusters Score -6126894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6126963.000000 Penalty: 3568.231201
	Iteration 16Q: 3 clusters Score -6126963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6127080.500000 Penalty: 3568.231201
	Iteration 17Q: 3 clusters Score -6127080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6127182.000000 Penalty: 3568.231201
	Iteration 18Q: 3 clusters Score -6127182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6127264.000000 Penalty: 3568.231201
	Iteration 19Q: 3 clusters Score -6127264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6127339.500000 Penalty: 3568.231201
	Iteration 20F: 3 clusters Score -6127340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6127401.500000 Penalty: 3568.231201
	Iteration 21Q: 3 clusters Score -6127402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6127429.000000 Penalty: 3568.231201
	Iteration 22Q: 3 clusters Score -6127429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6127455.000000 Penalty: 3568.231201
	Iteration 23Q: 3 clusters Score -6127455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6127474.500000 Penalty: 3568.231201
	Iteration 24Q: 3 clusters Score -6127474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6127496.000000 Penalty: 3568.231201
	Iteration 25Q: 3 clusters Score -6127496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6127512.500000 Penalty: 3568.231201
	Iteration 26Q: 3 clusters Score -6127512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6127516.000000 Penalty: 3568.231201
	Iteration 27Q: 3 clusters Score -6127516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6127530.000000 Penalty: 3568.231201
	Iteration 28Q: 3 clusters Score -6127530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6127545.500000 Penalty: 3568.231201
	Iteration 29Q: 3 clusters Score -6127546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6127549.000000 Penalty: 3568.231201
	Iteration 30Q: 3 clusters Score -6127549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6127554.000000 Penalty: 3568.231201
	Iteration 31Q: 3 clusters Score -6127554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6127545.500000 Penalty: 3568.231201
	Iteration 32Q: 3 clusters Score -6127546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6127553.000000 Penalty: 3568.231201
	Iteration 33Q: 3 clusters Score -6127553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6127562.500000 Penalty: 3568.231201
	Iteration 34Q: 3 clusters Score -6127562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6127558.500000 Penalty: 3568.231201
	Iteration 35Q: 3 clusters Score -6127558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6127559.000000 Penalty: 3568.231201
	Iteration 36Q: 3 clusters Score -6127559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6127556.500000 Penalty: 3568.231201
	Iteration 37Q: 3 clusters Score -6127556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6127556.500000 Penalty: 3568.231201
	Iteration 38F: 3 clusters Score -6127556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Entering Unmasked Estep 
Score: -4154792.000000 Penalty: 1724.820190
	Iteration 0F: 2 clusters Score -4154792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4127277.750000 Penalty: 3449.640381
	Iteration 0F: 3 clusters Score -4127278 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4138098.000000 Penalty: 3449.640381
	Iteration 1F: 3 clusters Score -4138098 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4138731.000000 Penalty: 3449.640381
	Iteration 2Q: 3 clusters Score -4138731 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4139659.500000 Penalty: 3449.640381
	Iteration 3Q: 3 clusters Score -4139660 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4141162.250000 Penalty: 3449.640381
	Iteration 4F: 3 clusters Score -4141162 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4143559.500000 Penalty: 3449.640381
	Iteration 5F: 3 clusters Score -4143560 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4146734.750000 Penalty: 3449.640381
	Iteration 6F: 3 clusters Score -4146735 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4149810.750000 Penalty: 3449.640381
	Iteration 7F: 3 clusters Score -4149811 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4151814.250000 Penalty: 3449.640381
	Iteration 8Q: 3 clusters Score -4151814 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4152764.500000 Penalty: 3449.640381
	Iteration 9Q: 3 clusters Score -4152764 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4153215.750000 Penalty: 3449.640381
	Iteration 10Q: 3 clusters Score -4153216 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4153444.500000 Penalty: 3449.640381
	Iteration 11Q: 3 clusters Score -4153444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4153580.750000 Penalty: 3449.640381
	Iteration 12Q: 3 clusters Score -4153581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4153636.750000 Penalty: 3449.640381
	Iteration 13Q: 3 clusters Score -4153637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4153680.250000 Penalty: 3449.640381
	Iteration 14Q: 3 clusters Score -4153680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4153709.000000 Penalty: 3449.640381
	Iteration 15Q: 3 clusters Score -4153709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4153720.750000 Penalty: 3449.640381
	Iteration 16Q: 3 clusters Score -4153721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4153737.750000 Penalty: 3449.640381
	Iteration 17Q: 3 clusters Score -4153738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4153762.500000 Penalty: 3449.640381
	Iteration 18Q: 3 clusters Score -4153762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4153779.250000 Penalty: 3449.640381
	Iteration 19Q: 3 clusters Score -4153779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4153798.250000 Penalty: 3449.640381
	Iteration 20F: 3 clusters Score -4153798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4153801.250000 Penalty: 3449.640381
	Iteration 21Q: 3 clusters Score -4153801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4153809.250000 Penalty: 3449.640381
	Iteration 22Q: 3 clusters Score -4153809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4153820.750000 Penalty: 3449.640381
	Iteration 23Q: 3 clusters Score -4153821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4153835.500000 Penalty: 3449.640381
	Iteration 24Q: 3 clusters Score -4153836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4153846.500000 Penalty: 3449.640381
	Iteration 25Q: 3 clusters Score -4153846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4153855.750000 Penalty: 3449.640381
	Iteration 26Q: 3 clusters Score -4153856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4153861.500000 Penalty: 3449.640381
	Iteration 27Q: 3 clusters Score -4153862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4153875.250000 Penalty: 3449.640381
	Iteration 28Q: 3 clusters Score -4153875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4153880.250000 Penalty: 3449.640381
	Iteration 29Q: 3 clusters Score -4153880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4153881.000000 Penalty: 3449.640381
	Iteration 30Q: 3 clusters Score -4153881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4153883.750000 Penalty: 3449.640381
	Iteration 31Q: 3 clusters Score -4153884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4153883.750000 Penalty: 3449.640381
	Iteration 32F: 3 clusters Score -4153884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Entering Unmasked Estep 
Score: -751722.937500 Penalty: 1456.721436
	Iteration 0F: 2 clusters Score -751722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -745901.375000 Penalty: 2913.442871
	Iteration 0F: 3 clusters Score -745901.4 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -748190.937500 Penalty: 2913.442871
	Iteration 1F: 3 clusters Score -748190.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -749178.500000 Penalty: 2913.442871
	Iteration 2F: 3 clusters Score -749178.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -750793.000000 Penalty: 2913.442871
	Iteration 3F: 3 clusters Score -750793 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -752426.687500 Penalty: 2913.442871
	Iteration 4F: 3 clusters Score -752426.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -753503.375000 Penalty: 2913.442871
	Iteration 5F: 3 clusters Score -753503.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -754148.875000 Penalty: 2913.442871
	Iteration 6F: 3 clusters Score -754148.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -754484.000000 Penalty: 2913.442871
	Iteration 7Q: 3 clusters Score -754484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -754608.062500 Penalty: 2913.442871
	Iteration 8Q: 3 clusters Score -754608.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -754668.375000 Penalty: 2913.442871
	Iteration 9Q: 3 clusters Score -754668.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -754704.000000 Penalty: 2913.442871
	Iteration 10Q: 3 clusters Score -754704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -754731.500000 Penalty: 2913.442871
	Iteration 11Q: 3 clusters Score -754731.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -754759.250000 Penalty: 2913.442871
	Iteration 12Q: 3 clusters Score -754759.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -754800.125000 Penalty: 2913.442871
	Iteration 13Q: 3 clusters Score -754800.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -754841.625000 Penalty: 2913.442871
	Iteration 14Q: 3 clusters Score -754841.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -754883.375000 Penalty: 2913.442871
	Iteration 15Q: 3 clusters Score -754883.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -754920.500000 Penalty: 2913.442871
	Iteration 16Q: 3 clusters Score -754920.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -754947.437500 Penalty: 2913.442871
	Iteration 17Q: 3 clusters Score -754947.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -754966.125000 Penalty: 2913.442871
	Iteration 18Q: 3 clusters Score -754966.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -754978.625000 Penalty: 2913.442871
	Iteration 19Q: 3 clusters Score -754978.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -754986.250000 Penalty: 2913.442871
	Iteration 20F: 3 clusters Score -754986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -754991.687500 Penalty: 2913.442871
	Iteration 21Q: 3 clusters Score -754991.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -754994.500000 Penalty: 2913.442871
	Iteration 22Q: 3 clusters Score -754994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -754997.062500 Penalty: 2913.442871
	Iteration 23Q: 3 clusters Score -754997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -754999.000000 Penalty: 2913.442871
	Iteration 24Q: 3 clusters Score -754999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -755001.562500 Penalty: 2913.442871
	Iteration 25Q: 3 clusters Score -755001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -755003.625000 Penalty: 2913.442871
	Iteration 26Q: 3 clusters Score -755003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -755006.687500 Penalty: 2913.442871
	Iteration 27Q: 3 clusters Score -755006.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -755008.687500 Penalty: 2913.442871
	Iteration 28Q: 3 clusters Score -755008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -755011.062500 Penalty: 2913.442871
	Iteration 29Q: 3 clusters Score -755011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -755010.250000 Penalty: 2913.442871
	Iteration 30Q: 3 clusters Score -755010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -755010.937500 Penalty: 2913.442871
	Iteration 31Q: 3 clusters Score -755010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -755011.687500 Penalty: 2913.442871
	Iteration 32Q: 3 clusters Score -755011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -755012.812500 Penalty: 2913.442871
	Iteration 33Q: 3 clusters Score -755012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -755012.812500 Penalty: 2913.442871
	Iteration 34Q: 3 clusters Score -755012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -755014.125000 Penalty: 2913.442871
	Iteration 35Q: 3 clusters Score -755014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -755015.437500 Penalty: 2913.442871
	Iteration 36Q: 3 clusters Score -755015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -755014.625000 Penalty: 2913.442871
	Iteration 37Q: 3 clusters Score -755014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -755017.125000 Penalty: 2913.442871
	Iteration 38Q: 3 clusters Score -755017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -755017.125000 Penalty: 2913.442871
	Iteration 39F: 3 clusters Score -755017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 39048 members 
Mstep: Class 17 contains 10522 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 157840 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Entering Unmasked Estep 
Score: -153945056.000000 Penalty: 74069.804688
Splitting cluster 6 changes total score from -153942832.000000 to -153945056.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (75846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Entering Unmasked Estep 
Score: -7941495.500000 Penalty: 1825.924805
	Iteration 0F: 2 clusters Score -7941496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -7890728.500000 Penalty: 3651.849609
	Iteration 0F: 3 clusters Score -7890728 nChanged 36174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -7912744.000000 Penalty: 3651.849609
	Iteration 1F: 3 clusters Score -7912744 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -7914493.500000 Penalty: 3651.849609
	Iteration 2F: 3 clusters Score -7914494 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -7916892.500000 Penalty: 3651.849609
	Iteration 3F: 3 clusters Score -7916892 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -7920143.000000 Penalty: 3651.849609
	Iteration 4F: 3 clusters Score -7920143 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -7923894.000000 Penalty: 3651.849609
	Iteration 5F: 3 clusters Score -7923894 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -7928131.000000 Penalty: 3651.849609
	Iteration 6F: 3 clusters Score -7928131 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -7932182.500000 Penalty: 3651.849609
	Iteration 7F: 3 clusters Score -7932182 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -7935562.500000 Penalty: 3651.849609
	Iteration 8F: 3 clusters Score -7935562 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7937826.500000 Penalty: 3651.849609
	Iteration 9Q: 3 clusters Score -7937826 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7939124.500000 Penalty: 3651.849609
	Iteration 10Q: 3 clusters Score -7939124 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7939729.000000 Penalty: 3651.849609
	Iteration 11Q: 3 clusters Score -7939729 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7939980.000000 Penalty: 3651.849609
	Iteration 12Q: 3 clusters Score -7939980 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7940104.500000 Penalty: 3651.849609
	Iteration 13Q: 3 clusters Score -7940104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7940172.000000 Penalty: 3651.849609
	Iteration 14Q: 3 clusters Score -7940172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7940208.500000 Penalty: 3651.849609
	Iteration 15Q: 3 clusters Score -7940208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7940226.500000 Penalty: 3651.849609
	Iteration 16Q: 3 clusters Score -7940226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7940240.500000 Penalty: 3651.849609
	Iteration 17Q: 3 clusters Score -7940240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7940253.500000 Penalty: 3651.849609
	Iteration 18Q: 3 clusters Score -7940254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7940249.500000 Penalty: 3651.849609
	Iteration 19Q: 3 clusters Score -7940250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7940255.500000 Penalty: 3651.849609
	Iteration 20F: 3 clusters Score -7940256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7940262.000000 Penalty: 3651.849609
	Iteration 21Q: 3 clusters Score -7940262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7940264.000000 Penalty: 3651.849609
	Iteration 22Q: 3 clusters Score -7940264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7940265.000000 Penalty: 3651.849609
	Iteration 23Q: 3 clusters Score -7940265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7940265.000000 Penalty: 3651.849609
	Iteration 24F: 3 clusters Score -7940265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116790 members 
Entering Unmasked Estep 
Score: -12199496.000000 Penalty: 1896.071533
	Iteration 0F: 2 clusters Score -1.21995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -12121412.000000 Penalty: 3792.143066
	Iteration 0F: 3 clusters Score -1.212141e+07 nChanged 56212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -12155287.000000 Penalty: 3792.143066
	Iteration 1F: 3 clusters Score -1.215529e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -12157990.000000 Penalty: 3792.143066
	Iteration 2Q: 3 clusters Score -1.215799e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -12162329.000000 Penalty: 3792.143066
	Iteration 3F: 3 clusters Score -1.216233e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -12168678.000000 Penalty: 3792.143066
	Iteration 4F: 3 clusters Score -1.216868e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -12175807.000000 Penalty: 3792.143066
	Iteration 5F: 3 clusters Score -1.217581e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -12182763.000000 Penalty: 3792.143066
	Iteration 6F: 3 clusters Score -1.218276e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -12188399.000000 Penalty: 3792.143066
	Iteration 7F: 3 clusters Score -1.21884e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -12192241.000000 Penalty: 3792.143066
	Iteration 8Q: 3 clusters Score -1.219224e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -12194733.000000 Penalty: 3792.143066
	Iteration 9Q: 3 clusters Score -1.219473e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -12196172.000000 Penalty: 3792.143066
	Iteration 10Q: 3 clusters Score -1.219617e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114947 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12196881.000000 Penalty: 3792.143066
	Iteration 11Q: 3 clusters Score -1.219688e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12197328.000000 Penalty: 3792.143066
	Iteration 12Q: 3 clusters Score -1.219733e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12197526.000000 Penalty: 3792.143066
	Iteration 13Q: 3 clusters Score -1.219753e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12197685.000000 Penalty: 3792.143066
	Iteration 14Q: 3 clusters Score -1.219768e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12197748.000000 Penalty: 3792.143066
	Iteration 15Q: 3 clusters Score -1.219775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12197806.000000 Penalty: 3792.143066
	Iteration 16Q: 3 clusters Score -1.219781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12197852.000000 Penalty: 3792.143066
	Iteration 17Q: 3 clusters Score -1.219785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12197894.000000 Penalty: 3792.143066
	Iteration 18Q: 3 clusters Score -1.219789e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12197902.000000 Penalty: 3792.143066
	Iteration 19Q: 3 clusters Score -1.21979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12197922.000000 Penalty: 3792.143066
	Iteration 20F: 3 clusters Score -1.219792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12197933.000000 Penalty: 3792.143066
	Iteration 21Q: 3 clusters Score -1.219793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116334 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12197964.000000 Penalty: 3792.143066
	Iteration 22Q: 3 clusters Score -1.219796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12197982.000000 Penalty: 3792.143066
	Iteration 23Q: 3 clusters Score -1.219798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12197990.000000 Penalty: 3792.143066
	Iteration 24Q: 3 clusters Score -1.219799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12197999.000000 Penalty: 3792.143066
	Iteration 25Q: 3 clusters Score -1.2198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12198026.000000 Penalty: 3792.143066
	Iteration 26Q: 3 clusters Score -1.219803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12198029.000000 Penalty: 3792.143066
	Iteration 27Q: 3 clusters Score -1.219803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12198027.000000 Penalty: 3792.143066
	Iteration 28Q: 3 clusters Score -1.219803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116334 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12198015.000000 Penalty: 3792.143066
	Iteration 29Q: 3 clusters Score -1.219802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12198023.000000 Penalty: 3792.143066
	Iteration 30Q: 3 clusters Score -1.219802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12198016.000000 Penalty: 3792.143066
	Iteration 31Q: 3 clusters Score -1.219802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12198016.000000 Penalty: 3792.143066
	Iteration 32F: 3 clusters Score -1.219802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Entering Unmasked Estep 
Score: -1280842.500000 Penalty: 1526.888916
	Iteration 0F: 2 clusters Score -1280842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1272425.375000 Penalty: 3053.777832
	Iteration 0F: 3 clusters Score -1272425 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1275230.625000 Penalty: 3053.777832
	Iteration 1F: 3 clusters Score -1275231 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1275659.875000 Penalty: 3053.777832
	Iteration 2F: 3 clusters Score -1275660 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1276204.625000 Penalty: 3053.777832
	Iteration 3F: 3 clusters Score -1276205 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1276916.375000 Penalty: 3053.777832
	Iteration 4F: 3 clusters Score -1276916 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1277777.375000 Penalty: 3053.777832
	Iteration 5F: 3 clusters Score -1277777 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1278650.375000 Penalty: 3053.777832
	Iteration 6F: 3 clusters Score -1278650 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1279291.000000 Penalty: 3053.777832
	Iteration 7F: 3 clusters Score -1279291 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1279623.500000 Penalty: 3053.777832
	Iteration 8Q: 3 clusters Score -1279624 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1279791.500000 Penalty: 3053.777832
	Iteration 9Q: 3 clusters Score -1279792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1279895.500000 Penalty: 3053.777832
	Iteration 10Q: 3 clusters Score -1279896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1279983.750000 Penalty: 3053.777832
	Iteration 11Q: 3 clusters Score -1279984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1280059.625000 Penalty: 3053.777832
	Iteration 12Q: 3 clusters Score -1280060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1280153.000000 Penalty: 3053.777832
	Iteration 13Q: 3 clusters Score -1280153 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1280257.875000 Penalty: 3053.777832
	Iteration 14Q: 3 clusters Score -1280258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1280362.500000 Penalty: 3053.777832
	Iteration 15Q: 3 clusters Score -1280362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1280432.000000 Penalty: 3053.777832
	Iteration 16Q: 3 clusters Score -1280432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1280474.750000 Penalty: 3053.777832
	Iteration 17Q: 3 clusters Score -1280475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1280503.750000 Penalty: 3053.777832
	Iteration 18Q: 3 clusters Score -1280504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1280521.625000 Penalty: 3053.777832
	Iteration 19Q: 3 clusters Score -1280522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1280532.250000 Penalty: 3053.777832
	Iteration 20F: 3 clusters Score -1280532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1280540.375000 Penalty: 3053.777832
	Iteration 21Q: 3 clusters Score -1280540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1280544.125000 Penalty: 3053.777832
	Iteration 22Q: 3 clusters Score -1280544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1280548.500000 Penalty: 3053.777832
	Iteration 23Q: 3 clusters Score -1280548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1280553.375000 Penalty: 3053.777832
	Iteration 24Q: 3 clusters Score -1280553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1280555.125000 Penalty: 3053.777832
	Iteration 25Q: 3 clusters Score -1280555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1280558.625000 Penalty: 3053.777832
	Iteration 26Q: 3 clusters Score -1280559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1280557.625000 Penalty: 3053.777832
	Iteration 27Q: 3 clusters Score -1280558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1280557.500000 Penalty: 3053.777832
	Iteration 28Q: 3 clusters Score -1280558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1280558.375000 Penalty: 3053.777832
	Iteration 29Q: 3 clusters Score -1280558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1280559.625000 Penalty: 3053.777832
	Iteration 30Q: 3 clusters Score -1280560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1280562.875000 Penalty: 3053.777832
	Iteration 31Q: 3 clusters Score -1280563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1280562.875000 Penalty: 3053.777832
	Iteration 32F: 3 clusters Score -1280563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Entering Unmasked Estep 
Score: -2213507.000000 Penalty: 1621.446289
	Iteration 0F: 2 clusters Score -2213507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2198930.750000 Penalty: 3242.892578
	Iteration 0F: 3 clusters Score -2198931 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2204189.250000 Penalty: 3242.892578
	Iteration 1F: 3 clusters Score -2204189 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2204635.500000 Penalty: 3242.892578
	Iteration 2F: 3 clusters Score -2204636 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2205210.000000 Penalty: 3242.892578
	Iteration 3F: 3 clusters Score -2205210 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2206044.750000 Penalty: 3242.892578
	Iteration 4F: 3 clusters Score -2206045 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2207229.750000 Penalty: 3242.892578
	Iteration 5F: 3 clusters Score -2207230 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2208650.250000 Penalty: 3242.892578
	Iteration 6F: 3 clusters Score -2208650 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2210020.500000 Penalty: 3242.892578
	Iteration 7F: 3 clusters Score -2210020 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2210980.500000 Penalty: 3242.892578
	Iteration 8Q: 3 clusters Score -2210980 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2211561.000000 Penalty: 3242.892578
	Iteration 9Q: 3 clusters Score -2211561 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2211851.250000 Penalty: 3242.892578
	Iteration 10Q: 3 clusters Score -2211851 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2212004.500000 Penalty: 3242.892578
	Iteration 11Q: 3 clusters Score -2212004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2212117.750000 Penalty: 3242.892578
	Iteration 12Q: 3 clusters Score -2212118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2212195.750000 Penalty: 3242.892578
	Iteration 13Q: 3 clusters Score -2212196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2212233.000000 Penalty: 3242.892578
	Iteration 14Q: 3 clusters Score -2212233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2212256.750000 Penalty: 3242.892578
	Iteration 15Q: 3 clusters Score -2212257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2212263.750000 Penalty: 3242.892578
	Iteration 16Q: 3 clusters Score -2212264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2212268.750000 Penalty: 3242.892578
	Iteration 17Q: 3 clusters Score -2212269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2212272.750000 Penalty: 3242.892578
	Iteration 18Q: 3 clusters Score -2212273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2212273.000000 Penalty: 3242.892578
	Iteration 19Q: 3 clusters Score -2212273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2212275.250000 Penalty: 3242.892578
	Iteration 20F: 3 clusters Score -2212275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2212280.500000 Penalty: 3242.892578
	Iteration 21Q: 3 clusters Score -2212280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2212279.250000 Penalty: 3242.892578
	Iteration 22Q: 3 clusters Score -2212279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2212283.750000 Penalty: 3242.892578
	Iteration 23Q: 3 clusters Score -2212284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2212283.750000 Penalty: 3242.892578
	Iteration 24Q: 3 clusters Score -2212284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2212286.750000 Penalty: 3242.892578
	Iteration 25Q: 3 clusters Score -2212287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2212289.750000 Penalty: 3242.892578
	Iteration 26Q: 3 clusters Score -2212290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2212293.500000 Penalty: 3242.892578
	Iteration 27Q: 3 clusters Score -2212294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2212293.250000 Penalty: 3242.892578
	Iteration 28Q: 3 clusters Score -2212293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2212293.750000 Penalty: 3242.892578
	Iteration 29Q: 3 clusters Score -2212294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2212293.750000 Penalty: 3242.892578
	Iteration 30F: 3 clusters Score -2212294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -242315.468750 Penalty: 1289.241943
	Iteration 0F: 2 clusters Score -242315.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239828.187500 Penalty: 2578.483887
	Iteration 0F: 3 clusters Score -239828.2 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -240790.046875 Penalty: 2578.483887
	Iteration 1F: 3 clusters Score -240790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -241522.812500 Penalty: 2578.483887
	Iteration 2F: 3 clusters Score -241522.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -242146.968750 Penalty: 2578.483887
	Iteration 3F: 3 clusters Score -242147 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242545.375000 Penalty: 2578.483887
	Iteration 4F: 3 clusters Score -242545.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -242754.921875 Penalty: 2578.483887
	Iteration 5F: 3 clusters Score -242754.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -242845.984375 Penalty: 2578.483887
	Iteration 6Q: 3 clusters Score -242846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -242892.906250 Penalty: 2578.483887
	Iteration 7Q: 3 clusters Score -242892.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -242951.500000 Penalty: 2578.483887
	Iteration 8Q: 3 clusters Score -242951.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -243021.781250 Penalty: 2578.483887
	Iteration 9Q: 3 clusters Score -243021.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -243051.906250 Penalty: 2578.483887
	Iteration 10Q: 3 clusters Score -243051.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -243066.265625 Penalty: 2578.483887
	Iteration 11Q: 3 clusters Score -243066.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -243071.546875 Penalty: 2578.483887
	Iteration 12Q: 3 clusters Score -243071.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -243073.765625 Penalty: 2578.483887
	Iteration 13Q: 3 clusters Score -243073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -243074.234375 Penalty: 2578.483887
	Iteration 14Q: 3 clusters Score -243074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -243076.546875 Penalty: 2578.483887
	Iteration 15Q: 3 clusters Score -243076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -243082.421875 Penalty: 2578.483887
	Iteration 16Q: 3 clusters Score -243082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -243083.406250 Penalty: 2578.483887
	Iteration 17Q: 3 clusters Score -243083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -243084.203125 Penalty: 2578.483887
	Iteration 18Q: 3 clusters Score -243084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -243083.906250 Penalty: 2578.483887
	Iteration 19Q: 3 clusters Score -243083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -243093.078125 Penalty: 2578.483887
	Iteration 20F: 3 clusters Score -243093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -243102.296875 Penalty: 2578.483887
	Iteration 21Q: 3 clusters Score -243102.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -243106.250000 Penalty: 2578.483887
	Iteration 22Q: 3 clusters Score -243106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -243108.359375 Penalty: 2578.483887
	Iteration 23Q: 3 clusters Score -243108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -243108.359375 Penalty: 2578.483887
	Iteration 24F: 3 clusters Score -243108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 2604 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 39048 members 
Mstep: Class 17 contains 10522 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 157840 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Entering Unmasked Estep 
Score: -153944928.000000 Penalty: 76384.484375
Splitting cluster 11 changes total score from -153942832.000000 to -153944928.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -215047.734375 Penalty: 1278.030640
	Iteration 0F: 2 clusters Score -215047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -212683.656250 Penalty: 2556.061279
	Iteration 0F: 3 clusters Score -212683.7 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -213959.171875 Penalty: 2556.061279
	Iteration 1F: 3 clusters Score -213959.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -214549.406250 Penalty: 2556.061279
	Iteration 2F: 3 clusters Score -214549.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -214897.125000 Penalty: 2556.061279
	Iteration 3F: 3 clusters Score -214897.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -215059.078125 Penalty: 2556.061279
	Iteration 4F: 3 clusters Score -215059.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -215163.468750 Penalty: 2556.061279
	Iteration 5Q: 3 clusters Score -215163.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -215287.437500 Penalty: 2556.061279
	Iteration 6Q: 3 clusters Score -215287.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -215451.671875 Penalty: 2556.061279
	Iteration 7Q: 3 clusters Score -215451.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -215650.953125 Penalty: 2556.061279
	Iteration 8Q: 3 clusters Score -215651 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -215834.390625 Penalty: 2556.061279
	Iteration 9Q: 3 clusters Score -215834.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -215936.250000 Penalty: 2556.061279
	Iteration 10Q: 3 clusters Score -215936.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -215988.859375 Penalty: 2556.061279
	Iteration 11Q: 3 clusters Score -215988.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -216029.562500 Penalty: 2556.061279
	Iteration 12Q: 3 clusters Score -216029.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -216061.937500 Penalty: 2556.061279
	Iteration 13Q: 3 clusters Score -216061.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -216086.156250 Penalty: 2556.061279
	Iteration 14Q: 3 clusters Score -216086.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -216100.671875 Penalty: 2556.061279
	Iteration 15Q: 3 clusters Score -216100.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -216112.984375 Penalty: 2556.061279
	Iteration 16Q: 3 clusters Score -216113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -216127.640625 Penalty: 2556.061279
	Iteration 17Q: 3 clusters Score -216127.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -216138.171875 Penalty: 2556.061279
	Iteration 18Q: 3 clusters Score -216138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -216143.218750 Penalty: 2556.061279
	Iteration 19Q: 3 clusters Score -216143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -216156.828125 Penalty: 2556.061279
	Iteration 20F: 3 clusters Score -216156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -216164.375000 Penalty: 2556.061279
	Iteration 21Q: 3 clusters Score -216164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -216169.828125 Penalty: 2556.061279
	Iteration 22Q: 3 clusters Score -216169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -216173.312500 Penalty: 2556.061279
	Iteration 23Q: 3 clusters Score -216173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -216179.093750 Penalty: 2556.061279
	Iteration 24Q: 3 clusters Score -216179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216181.390625 Penalty: 2556.061279
	Iteration 25Q: 3 clusters Score -216181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -216182.453125 Penalty: 2556.061279
	Iteration 26Q: 3 clusters Score -216182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -216182.656250 Penalty: 2556.061279
	Iteration 27Q: 3 clusters Score -216182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -216183.218750 Penalty: 2556.061279
	Iteration 28Q: 3 clusters Score -216183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -216183.984375 Penalty: 2556.061279
	Iteration 29Q: 3 clusters Score -216184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -216184.515625 Penalty: 2556.061279
	Iteration 30Q: 3 clusters Score -216184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -216184.515625 Penalty: 2556.061279
	Iteration 31F: 3 clusters Score -216184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 39048 members 
Mstep: Class 17 contains 10522 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 157840 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Entering Unmasked Estep 
Score: -153944992.000000 Penalty: 78699.164062
Splitting cluster 12 changes total score from -153942832.000000 to -153944992.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (24339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Entering Unmasked Estep 
Score: -2472875.250000 Penalty: 1641.223267
	Iteration 0F: 2 clusters Score -2472875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2456481.500000 Penalty: 3282.446533
	Iteration 0F: 3 clusters Score -2456482 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2462987.000000 Penalty: 3282.446533
	Iteration 1F: 3 clusters Score -2462987 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2463925.500000 Penalty: 3282.446533
	Iteration 2F: 3 clusters Score -2463926 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2465140.750000 Penalty: 3282.446533
	Iteration 3F: 3 clusters Score -2465141 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2466488.000000 Penalty: 3282.446533
	Iteration 4F: 3 clusters Score -2466488 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2467620.000000 Penalty: 3282.446533
	Iteration 5F: 3 clusters Score -2467620 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2468373.000000 Penalty: 3282.446533
	Iteration 6F: 3 clusters Score -2468373 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2468803.750000 Penalty: 3282.446533
	Iteration 7Q: 3 clusters Score -2468804 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2469050.250000 Penalty: 3282.446533
	Iteration 8Q: 3 clusters Score -2469050 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2469198.750000 Penalty: 3282.446533
	Iteration 9Q: 3 clusters Score -2469199 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2469295.000000 Penalty: 3282.446533
	Iteration 10Q: 3 clusters Score -2469295 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2469370.000000 Penalty: 3282.446533
	Iteration 11Q: 3 clusters Score -2469370 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2469440.750000 Penalty: 3282.446533
	Iteration 12Q: 3 clusters Score -2469441 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2469505.750000 Penalty: 3282.446533
	Iteration 13Q: 3 clusters Score -2469506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2469565.500000 Penalty: 3282.446533
	Iteration 14Q: 3 clusters Score -2469566 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2469626.000000 Penalty: 3282.446533
	Iteration 15Q: 3 clusters Score -2469626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2469666.500000 Penalty: 3282.446533
	Iteration 16Q: 3 clusters Score -2469666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2469729.500000 Penalty: 3282.446533
	Iteration 17Q: 3 clusters Score -2469730 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2469805.000000 Penalty: 3282.446533
	Iteration 18Q: 3 clusters Score -2469805 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2469883.000000 Penalty: 3282.446533
	Iteration 19Q: 3 clusters Score -2469883 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2469967.500000 Penalty: 3282.446533
	Iteration 20F: 3 clusters Score -2469968 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2470054.000000 Penalty: 3282.446533
	Iteration 21Q: 3 clusters Score -2470054 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2470163.250000 Penalty: 3282.446533
	Iteration 22Q: 3 clusters Score -2470163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2470315.750000 Penalty: 3282.446533
	Iteration 23Q: 3 clusters Score -2470316 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2470468.500000 Penalty: 3282.446533
	Iteration 24Q: 3 clusters Score -2470468 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2470631.750000 Penalty: 3282.446533
	Iteration 25Q: 3 clusters Score -2470632 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2470815.500000 Penalty: 3282.446533
	Iteration 26Q: 3 clusters Score -2470816 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2470993.250000 Penalty: 3282.446533
	Iteration 27Q: 3 clusters Score -2470993 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2471128.750000 Penalty: 3282.446533
	Iteration 28Q: 3 clusters Score -2471129 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2471253.500000 Penalty: 3282.446533
	Iteration 29Q: 3 clusters Score -2471254 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2471331.750000 Penalty: 3282.446533
	Iteration 30Q: 3 clusters Score -2471332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2471406.250000 Penalty: 3282.446533
	Iteration 31Q: 3 clusters Score -2471406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2471462.000000 Penalty: 3282.446533
	Iteration 32Q: 3 clusters Score -2471462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2471497.750000 Penalty: 3282.446533
	Iteration 33Q: 3 clusters Score -2471498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2471530.000000 Penalty: 3282.446533
	Iteration 34Q: 3 clusters Score -2471530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2471543.250000 Penalty: 3282.446533
	Iteration 35Q: 3 clusters Score -2471543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2471562.250000 Penalty: 3282.446533
	Iteration 36Q: 3 clusters Score -2471562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2471572.750000 Penalty: 3282.446533
	Iteration 37Q: 3 clusters Score -2471573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2471588.750000 Penalty: 3282.446533
	Iteration 38Q: 3 clusters Score -2471589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2471594.500000 Penalty: 3282.446533
	Iteration 39Q: 3 clusters Score -2471594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2471610.500000 Penalty: 3282.446533
	Iteration 40F: 3 clusters Score -2471610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2471623.500000 Penalty: 3282.446533
	Iteration 41Q: 3 clusters Score -2471624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2471628.500000 Penalty: 3282.446533
	Iteration 42Q: 3 clusters Score -2471628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2471637.750000 Penalty: 3282.446533
	Iteration 43Q: 3 clusters Score -2471638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2471643.500000 Penalty: 3282.446533
	Iteration 44Q: 3 clusters Score -2471644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2471648.500000 Penalty: 3282.446533
	Iteration 45Q: 3 clusters Score -2471648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2471657.250000 Penalty: 3282.446533
	Iteration 46Q: 3 clusters Score -2471657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2471653.000000 Penalty: 3282.446533
	Iteration 47Q: 3 clusters Score -2471653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2471653.250000 Penalty: 3282.446533
	Iteration 48Q: 3 clusters Score -2471653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2471652.000000 Penalty: 3282.446533
	Iteration 49Q: 3 clusters Score -2471652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2471652.000000 Penalty: 3282.446533
	Iteration 50Q: 3 clusters Score -2471652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2471657.000000 Penalty: 3282.446533
	Iteration 51Q: 3 clusters Score -2471657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2471660.000000 Penalty: 3282.446533
	Iteration 52Q: 3 clusters Score -2471660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2471659.750000 Penalty: 3282.446533
	Iteration 53Q: 3 clusters Score -2471660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2471662.000000 Penalty: 3282.446533
	Iteration 54Q: 3 clusters Score -2471662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2471659.500000 Penalty: 3282.446533
	Iteration 55Q: 3 clusters Score -2471660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2471662.000000 Penalty: 3282.446533
	Iteration 56Q: 3 clusters Score -2471662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2471662.250000 Penalty: 3282.446533
	Iteration 57Q: 3 clusters Score -2471662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2471662.000000 Penalty: 3282.446533
	Iteration 58Q: 3 clusters Score -2471662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2471665.750000 Penalty: 3282.446533
	Iteration 59Q: 3 clusters Score -2471666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2471663.500000 Penalty: 3282.446533
	Iteration 60F: 3 clusters Score -2471664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2471666.750000 Penalty: 3282.446533
	Iteration 61Q: 3 clusters Score -2471667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2471665.250000 Penalty: 3282.446533
	Iteration 62Q: 3 clusters Score -2471665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2471670.500000 Penalty: 3282.446533
	Iteration 63Q: 3 clusters Score -2471670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2471674.250000 Penalty: 3282.446533
	Iteration 64Q: 3 clusters Score -2471674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2471676.750000 Penalty: 3282.446533
	Iteration 65Q: 3 clusters Score -2471677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2471677.750000 Penalty: 3282.446533
	Iteration 66Q: 3 clusters Score -2471678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2471679.750000 Penalty: 3282.446533
	Iteration 67Q: 3 clusters Score -2471680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2471679.750000 Penalty: 3282.446533
	Iteration 68F: 3 clusters Score -2471680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Entering Unmasked Estep 
Score: -963448.312500 Penalty: 1486.970825
	Iteration 0F: 2 clusters Score -963448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -956675.687500 Penalty: 2973.941650
	Iteration 0F: 3 clusters Score -956675.7 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -958956.250000 Penalty: 2973.941650
	Iteration 1F: 3 clusters Score -958956.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -959320.625000 Penalty: 2973.941650
	Iteration 2F: 3 clusters Score -959320.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -959691.312500 Penalty: 2973.941650
	Iteration 3F: 3 clusters Score -959691.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -960062.187500 Penalty: 2973.941650
	Iteration 4F: 3 clusters Score -960062.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -960326.500000 Penalty: 2973.941650
	Iteration 5F: 3 clusters Score -960326.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -960514.750000 Penalty: 2973.941650
	Iteration 6Q: 3 clusters Score -960514.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -960648.375000 Penalty: 2973.941650
	Iteration 7Q: 3 clusters Score -960648.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -960761.812500 Penalty: 2973.941650
	Iteration 8Q: 3 clusters Score -960761.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -960862.625000 Penalty: 2973.941650
	Iteration 9Q: 3 clusters Score -960862.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -960932.062500 Penalty: 2973.941650
	Iteration 10Q: 3 clusters Score -960932.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -961002.812500 Penalty: 2973.941650
	Iteration 11Q: 3 clusters Score -961002.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -961059.187500 Penalty: 2973.941650
	Iteration 12Q: 3 clusters Score -961059.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -961112.937500 Penalty: 2973.941650
	Iteration 13Q: 3 clusters Score -961112.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -961157.812500 Penalty: 2973.941650
	Iteration 14Q: 3 clusters Score -961157.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -961186.687500 Penalty: 2973.941650
	Iteration 15Q: 3 clusters Score -961186.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -961218.687500 Penalty: 2973.941650
	Iteration 16Q: 3 clusters Score -961218.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -961235.937500 Penalty: 2973.941650
	Iteration 17Q: 3 clusters Score -961235.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -961245.937500 Penalty: 2973.941650
	Iteration 18Q: 3 clusters Score -961245.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -961256.375000 Penalty: 2973.941650
	Iteration 19Q: 3 clusters Score -961256.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -961268.000000 Penalty: 2973.941650
	Iteration 20F: 3 clusters Score -961268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -961279.312500 Penalty: 2973.941650
	Iteration 21Q: 3 clusters Score -961279.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -961283.437500 Penalty: 2973.941650
	Iteration 22Q: 3 clusters Score -961283.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -961289.437500 Penalty: 2973.941650
	Iteration 23Q: 3 clusters Score -961289.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -961295.750000 Penalty: 2973.941650
	Iteration 24Q: 3 clusters Score -961295.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -961300.062500 Penalty: 2973.941650
	Iteration 25Q: 3 clusters Score -961300.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -961306.937500 Penalty: 2973.941650
	Iteration 26Q: 3 clusters Score -961306.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -961310.500000 Penalty: 2973.941650
	Iteration 27Q: 3 clusters Score -961310.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -961315.187500 Penalty: 2973.941650
	Iteration 28Q: 3 clusters Score -961315.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -961319.250000 Penalty: 2973.941650
	Iteration 29Q: 3 clusters Score -961319.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -961324.937500 Penalty: 2973.941650
	Iteration 30Q: 3 clusters Score -961324.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -961330.437500 Penalty: 2973.941650
	Iteration 31Q: 3 clusters Score -961330.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -961332.312500 Penalty: 2973.941650
	Iteration 32Q: 3 clusters Score -961332.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -961331.187500 Penalty: 2973.941650
	Iteration 33Q: 3 clusters Score -961331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -961333.187500 Penalty: 2973.941650
	Iteration 34Q: 3 clusters Score -961333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -961334.250000 Penalty: 2973.941650
	Iteration 35Q: 3 clusters Score -961334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -961337.750000 Penalty: 2973.941650
	Iteration 36Q: 3 clusters Score -961337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -961338.312500 Penalty: 2973.941650
	Iteration 37Q: 3 clusters Score -961338.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -961337.500000 Penalty: 2973.941650
	Iteration 38Q: 3 clusters Score -961337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -961336.687500 Penalty: 2973.941650
	Iteration 39Q: 3 clusters Score -961336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -961339.312500 Penalty: 2973.941650
	Iteration 40F: 3 clusters Score -961339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -961341.312500 Penalty: 2973.941650
	Iteration 41Q: 3 clusters Score -961341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -961341.812500 Penalty: 2973.941650
	Iteration 42Q: 3 clusters Score -961341.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -961343.500000 Penalty: 2973.941650
	Iteration 43Q: 3 clusters Score -961343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -961344.562500 Penalty: 2973.941650
	Iteration 44Q: 3 clusters Score -961344.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -961345.562500 Penalty: 2973.941650
	Iteration 45Q: 3 clusters Score -961345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -961344.187500 Penalty: 2973.941650
	Iteration 46Q: 3 clusters Score -961344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -961346.312500 Penalty: 2973.941650
	Iteration 47Q: 3 clusters Score -961346.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -961346.250000 Penalty: 2973.941650
	Iteration 48Q: 3 clusters Score -961346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -961346.562500 Penalty: 2973.941650
	Iteration 49Q: 3 clusters Score -961346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -961346.187500 Penalty: 2973.941650
	Iteration 50Q: 3 clusters Score -961346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -961348.812500 Penalty: 2973.941650
	Iteration 51Q: 3 clusters Score -961348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -961348.562500 Penalty: 2973.941650
	Iteration 52Q: 3 clusters Score -961348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -961347.625000 Penalty: 2973.941650
	Iteration 53Q: 3 clusters Score -961347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -961347.750000 Penalty: 2973.941650
	Iteration 54Q: 3 clusters Score -961347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -961348.375000 Penalty: 2973.941650
	Iteration 55Q: 3 clusters Score -961348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -961348.312500 Penalty: 2973.941650
	Iteration 56Q: 3 clusters Score -961348.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -961348.562500 Penalty: 2973.941650
	Iteration 57Q: 3 clusters Score -961348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -961348.437500 Penalty: 2973.941650
	Iteration 58Q: 3 clusters Score -961348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -961351.312500 Penalty: 2973.941650
	Iteration 59Q: 3 clusters Score -961351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -961349.687500 Penalty: 2973.941650
	Iteration 60F: 3 clusters Score -961349.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -961349.500000 Penalty: 2973.941650
	Iteration 61Q: 3 clusters Score -961349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -961351.375000 Penalty: 2973.941650
	Iteration 62Q: 3 clusters Score -961351.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -961353.687500 Penalty: 2973.941650
	Iteration 63Q: 3 clusters Score -961353.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -961356.500000 Penalty: 2973.941650
	Iteration 64Q: 3 clusters Score -961356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -961357.750000 Penalty: 2973.941650
	Iteration 65Q: 3 clusters Score -961357.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -961359.000000 Penalty: 2973.941650
	Iteration 66Q: 3 clusters Score -961359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -961361.375000 Penalty: 2973.941650
	Iteration 67Q: 3 clusters Score -961361.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -961361.875000 Penalty: 2973.941650
	Iteration 68Q: 3 clusters Score -961361.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -961365.625000 Penalty: 2973.941650
	Iteration 69Q: 3 clusters Score -961365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -961367.625000 Penalty: 2973.941650
	Iteration 70Q: 3 clusters Score -961367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -961370.312500 Penalty: 2973.941650
	Iteration 71Q: 3 clusters Score -961370.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -961371.187500 Penalty: 2973.941650
	Iteration 72Q: 3 clusters Score -961371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -961375.687500 Penalty: 2973.941650
	Iteration 73Q: 3 clusters Score -961375.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -961378.937500 Penalty: 2973.941650
	Iteration 74Q: 3 clusters Score -961378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -961377.187500 Penalty: 2973.941650
	Iteration 75Q: 3 clusters Score -961377.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -961380.062500 Penalty: 2973.941650
	Iteration 76Q: 3 clusters Score -961380.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -961382.062500 Penalty: 2973.941650
	Iteration 77Q: 3 clusters Score -961382.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -961384.250000 Penalty: 2973.941650
	Iteration 78Q: 3 clusters Score -961384.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -961388.250000 Penalty: 2973.941650
	Iteration 79Q: 3 clusters Score -961388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -961389.937500 Penalty: 2973.941650
	Iteration 80F: 3 clusters Score -961389.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -961391.625000 Penalty: 2973.941650
	Iteration 81Q: 3 clusters Score -961391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -961393.687500 Penalty: 2973.941650
	Iteration 82Q: 3 clusters Score -961393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -961394.812500 Penalty: 2973.941650
	Iteration 83Q: 3 clusters Score -961394.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -961400.062500 Penalty: 2973.941650
	Iteration 84Q: 3 clusters Score -961400.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -961399.687500 Penalty: 2973.941650
	Iteration 85Q: 3 clusters Score -961399.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -961400.687500 Penalty: 2973.941650
	Iteration 86Q: 3 clusters Score -961400.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -961401.625000 Penalty: 2973.941650
	Iteration 87Q: 3 clusters Score -961401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -961404.000000 Penalty: 2973.941650
	Iteration 88Q: 3 clusters Score -961404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -961403.875000 Penalty: 2973.941650
	Iteration 89Q: 3 clusters Score -961403.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -961404.437500 Penalty: 2973.941650
	Iteration 90Q: 3 clusters Score -961404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -961403.187500 Penalty: 2973.941650
	Iteration 91Q: 3 clusters Score -961403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -961407.125000 Penalty: 2973.941650
	Iteration 92Q: 3 clusters Score -961407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -961406.062500 Penalty: 2973.941650
	Iteration 93Q: 3 clusters Score -961406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -961407.437500 Penalty: 2973.941650
	Iteration 94Q: 3 clusters Score -961407.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -961409.812500 Penalty: 2973.941650
	Iteration 95Q: 3 clusters Score -961409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -961412.250000 Penalty: 2973.941650
	Iteration 96Q: 3 clusters Score -961412.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -961414.375000 Penalty: 2973.941650
	Iteration 97Q: 3 clusters Score -961414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -961416.125000 Penalty: 2973.941650
	Iteration 98Q: 3 clusters Score -961416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -961417.687500 Penalty: 2973.941650
	Iteration 99Q: 3 clusters Score -961417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -961419.250000 Penalty: 2973.941650
	Iteration 100F: 3 clusters Score -961419.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -961421.750000 Penalty: 2973.941650
	Iteration 101Q: 3 clusters Score -961421.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -961426.125000 Penalty: 2973.941650
	Iteration 102Q: 3 clusters Score -961426.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -961430.000000 Penalty: 2973.941650
	Iteration 103Q: 3 clusters Score -961430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -961431.500000 Penalty: 2973.941650
	Iteration 104Q: 3 clusters Score -961431.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -961433.937500 Penalty: 2973.941650
	Iteration 105Q: 3 clusters Score -961433.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -961437.250000 Penalty: 2973.941650
	Iteration 106Q: 3 clusters Score -961437.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -961441.250000 Penalty: 2973.941650
	Iteration 107Q: 3 clusters Score -961441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -961447.000000 Penalty: 2973.941650
	Iteration 108Q: 3 clusters Score -961447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -961448.562500 Penalty: 2973.941650
	Iteration 109Q: 3 clusters Score -961448.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -961449.687500 Penalty: 2973.941650
	Iteration 110Q: 3 clusters Score -961449.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -961455.000000 Penalty: 2973.941650
	Iteration 111Q: 3 clusters Score -961455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -961461.125000 Penalty: 2973.941650
	Iteration 112Q: 3 clusters Score -961461.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -961469.250000 Penalty: 2973.941650
	Iteration 113Q: 3 clusters Score -961469.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -961478.062500 Penalty: 2973.941650
	Iteration 114Q: 3 clusters Score -961478.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -961487.875000 Penalty: 2973.941650
	Iteration 115Q: 3 clusters Score -961487.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -961496.125000 Penalty: 2973.941650
	Iteration 116Q: 3 clusters Score -961496.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -961501.500000 Penalty: 2973.941650
	Iteration 117Q: 3 clusters Score -961501.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -961510.187500 Penalty: 2973.941650
	Iteration 118Q: 3 clusters Score -961510.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -961523.250000 Penalty: 2973.941650
	Iteration 119Q: 3 clusters Score -961523.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -961533.875000 Penalty: 2973.941650
	Iteration 120F: 3 clusters Score -961533.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -961554.812500 Penalty: 2973.941650
	Iteration 121Q: 3 clusters Score -961554.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -961586.875000 Penalty: 2973.941650
	Iteration 122Q: 3 clusters Score -961586.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -961621.125000 Penalty: 2973.941650
	Iteration 123Q: 3 clusters Score -961621.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -961653.875000 Penalty: 2973.941650
	Iteration 124Q: 3 clusters Score -961653.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -961688.750000 Penalty: 2973.941650
	Iteration 125Q: 3 clusters Score -961688.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -961723.375000 Penalty: 2973.941650
	Iteration 126Q: 3 clusters Score -961723.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -961755.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -961789.375000 Penalty: 2973.941650
	Iteration 128Q: 3 clusters Score -961789.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -961825.250000 Penalty: 2973.941650
	Iteration 129Q: 3 clusters Score -961825.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -961855.500000 Penalty: 2973.941650
	Iteration 130Q: 3 clusters Score -961855.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -961891.062500 Penalty: 2973.941650
	Iteration 131Q: 3 clusters Score -961891.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -961921.000000 Penalty: 2973.941650
	Iteration 132Q: 3 clusters Score -961921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -961959.937500 Penalty: 2973.941650
	Iteration 133Q: 3 clusters Score -961959.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -962006.812500 Penalty: 2973.941650
	Iteration 134Q: 3 clusters Score -962006.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -962055.250000 Penalty: 2973.941650
	Iteration 135Q: 3 clusters Score -962055.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -962097.187500 Penalty: 2973.941650
	Iteration 136Q: 3 clusters Score -962097.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -962144.562500 Penalty: 2973.941650
	Iteration 137Q: 3 clusters Score -962144.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -962198.187500 Penalty: 2973.941650
	Iteration 138Q: 3 clusters Score -962198.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -962256.250000 Penalty: 2973.941650
	Iteration 139Q: 3 clusters Score -962256.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -962292.312500 Penalty: 2973.941650
	Iteration 140F: 3 clusters Score -962292.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -962332.062500 Penalty: 2973.941650
	Iteration 141Q: 3 clusters Score -962332.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -962356.312500 Penalty: 2973.941650
	Iteration 142Q: 3 clusters Score -962356.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -962372.937500 Penalty: 2973.941650
	Iteration 143Q: 3 clusters Score -962372.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -962390.562500 Penalty: 2973.941650
	Iteration 144Q: 3 clusters Score -962390.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -962414.250000 Penalty: 2973.941650
	Iteration 145Q: 3 clusters Score -962414.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -962432.187500 Penalty: 2973.941650
	Iteration 146Q: 3 clusters Score -962432.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -962440.937500 Penalty: 2973.941650
	Iteration 147Q: 3 clusters Score -962440.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -962449.000000 Penalty: 2973.941650
	Iteration 148Q: 3 clusters Score -962449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -962461.375000 Penalty: 2973.941650
	Iteration 149Q: 3 clusters Score -962461.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -962469.187500 Penalty: 2973.941650
	Iteration 150Q: 3 clusters Score -962469.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -962482.125000 Penalty: 2973.941650
	Iteration 151Q: 3 clusters Score -962482.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -962497.437500 Penalty: 2973.941650
	Iteration 152Q: 3 clusters Score -962497.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -962507.187500 Penalty: 2973.941650
	Iteration 153Q: 3 clusters Score -962507.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -962516.625000 Penalty: 2973.941650
	Iteration 154Q: 3 clusters Score -962516.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -962529.250000 Penalty: 2973.941650
	Iteration 155Q: 3 clusters Score -962529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -962534.812500 Penalty: 2973.941650
	Iteration 156Q: 3 clusters Score -962534.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -962547.250000 Penalty: 2973.941650
	Iteration 157Q: 3 clusters Score -962547.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -962561.500000 Penalty: 2973.941650
	Iteration 158Q: 3 clusters Score -962561.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -962569.875000 Penalty: 2973.941650
	Iteration 159Q: 3 clusters Score -962569.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -962575.937500 Penalty: 2973.941650
	Iteration 160F: 3 clusters Score -962575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -962580.750000 Penalty: 2973.941650
	Iteration 161Q: 3 clusters Score -962580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -962586.250000 Penalty: 2973.941650
	Iteration 162Q: 3 clusters Score -962586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -962588.375000 Penalty: 2973.941650
	Iteration 163Q: 3 clusters Score -962588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -962592.500000 Penalty: 2973.941650
	Iteration 164Q: 3 clusters Score -962592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -962595.812500 Penalty: 2973.941650
	Iteration 165Q: 3 clusters Score -962595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -962598.187500 Penalty: 2973.941650
	Iteration 166Q: 3 clusters Score -962598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -962600.875000 Penalty: 2973.941650
	Iteration 167Q: 3 clusters Score -962600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -962601.875000 Penalty: 2973.941650
	Iteration 168Q: 3 clusters Score -962601.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -962606.625000 Penalty: 2973.941650
	Iteration 169Q: 3 clusters Score -962606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -962612.937500 Penalty: 2973.941650
	Iteration 170Q: 3 clusters Score -962612.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -962617.437500 Penalty: 2973.941650
	Iteration 171Q: 3 clusters Score -962617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -962621.125000 Penalty: 2973.941650
	Iteration 172Q: 3 clusters Score -962621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -962625.187500 Penalty: 2973.941650
	Iteration 173Q: 3 clusters Score -962625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -962629.562500 Penalty: 2973.941650
	Iteration 174Q: 3 clusters Score -962629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -962634.312500 Penalty: 2973.941650
	Iteration 175Q: 3 clusters Score -962634.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -962635.250000 Penalty: 2973.941650
	Iteration 176Q: 3 clusters Score -962635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -962637.625000 Penalty: 2973.941650
	Iteration 177Q: 3 clusters Score -962637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -962639.875000 Penalty: 2973.941650
	Iteration 178Q: 3 clusters Score -962639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -962640.375000 Penalty: 2973.941650
	Iteration 179Q: 3 clusters Score -962640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -962641.375000 Penalty: 2973.941650
	Iteration 180F: 3 clusters Score -962641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -962644.062500 Penalty: 2973.941650
	Iteration 181Q: 3 clusters Score -962644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -962644.062500 Penalty: 2973.941650
	Iteration 182Q: 3 clusters Score -962644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -962644.000000 Penalty: 2973.941650
	Iteration 183Q: 3 clusters Score -962644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -962644.687500 Penalty: 2973.941650
	Iteration 184Q: 3 clusters Score -962644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -962644.687500 Penalty: 2973.941650
	Iteration 185F: 3 clusters Score -962644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (202384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202384 members 
Entering Unmasked Estep 
Score: -21095420.000000 Penalty: 1985.412354
	Iteration 0F: 2 clusters Score -2.109542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -20969930.000000 Penalty: 3970.824707
	Iteration 0F: 3 clusters Score -2.096993e+07 nChanged 98483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -21028618.000000 Penalty: 3970.824707
	Iteration 1F: 3 clusters Score -2.102862e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -21029822.000000 Penalty: 3970.824707
	Iteration 2Q: 3 clusters Score -2.102982e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -21031430.000000 Penalty: 3970.824707
	Iteration 3Q: 3 clusters Score -2.103143e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -21033422.000000 Penalty: 3970.824707
	Iteration 4Q: 3 clusters Score -2.103342e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -21036372.000000 Penalty: 3970.824707
	Iteration 5Q: 3 clusters Score -2.103637e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -21041208.000000 Penalty: 3970.824707
	Iteration 6Q: 3 clusters Score -2.104121e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 108208 members 
Entering Unmasked Estep 
Score: -21049888.000000 Penalty: 3970.824707
	Iteration 7F: 3 clusters Score -2.104989e+07 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -21059764.000000 Penalty: 3970.824707
	Iteration 8F: 3 clusters Score -2.105976e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -21065786.000000 Penalty: 3970.824707
	Iteration 9F: 3 clusters Score -2.106579e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -21068108.000000 Penalty: 3970.824707
	Iteration 10Q: 3 clusters Score -2.106811e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -21068730.000000 Penalty: 3970.824707
	Iteration 11Q: 3 clusters Score -2.106873e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -21069100.000000 Penalty: 3970.824707
	Iteration 12Q: 3 clusters Score -2.10691e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 120163 members 
Entering Unmasked Estep 
Score: -21069344.000000 Penalty: 3970.824707
	Iteration 13Q: 3 clusters Score -2.106934e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 122501 members 
Entering Unmasked Estep 
Score: -21069776.000000 Penalty: 3970.824707
	Iteration 14Q: 3 clusters Score -2.106978e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -21070254.000000 Penalty: 3970.824707
	Iteration 15Q: 3 clusters Score -2.107025e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 127868 members 
Entering Unmasked Estep 
Score: -21070636.000000 Penalty: 3970.824707
	Iteration 16Q: 3 clusters Score -2.107064e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 130957 members 
Entering Unmasked Estep 
Score: -21071188.000000 Penalty: 3970.824707
	Iteration 17Q: 3 clusters Score -2.107119e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 134260 members 
Entering Unmasked Estep 
Score: -21071894.000000 Penalty: 3970.824707
	Iteration 18Q: 3 clusters Score -2.107189e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -21072702.000000 Penalty: 3970.824707
	Iteration 19Q: 3 clusters Score -2.10727e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 141811 members 
Entering Unmasked Estep 
Score: -21073648.000000 Penalty: 3970.824707
	Iteration 20F: 3 clusters Score -2.107365e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
Score: -21074914.000000 Penalty: 3970.824707
	Iteration 21Q: 3 clusters Score -2.107491e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -21076164.000000 Penalty: 3970.824707
	Iteration 22Q: 3 clusters Score -2.107616e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -21077548.000000 Penalty: 3970.824707
	Iteration 23Q: 3 clusters Score -2.107755e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 162010 members 
Entering Unmasked Estep 
Score: -21078896.000000 Penalty: 3970.824707
	Iteration 24Q: 3 clusters Score -2.10789e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -21080078.000000 Penalty: 3970.824707
	Iteration 25Q: 3 clusters Score -2.108008e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -21081096.000000 Penalty: 3970.824707
	Iteration 26Q: 3 clusters Score -2.10811e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -21082468.000000 Penalty: 3970.824707
	Iteration 27Q: 3 clusters Score -2.108247e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 181825 members 
Entering Unmasked Estep 
Score: -21083806.000000 Penalty: 3970.824707
	Iteration 28Q: 3 clusters Score -2.108381e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -21084890.000000 Penalty: 3970.824707
	Iteration 29Q: 3 clusters Score -2.108489e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 188607 members 
Entering Unmasked Estep 
Score: -21086276.000000 Penalty: 3970.824707
	Iteration 30Q: 3 clusters Score -2.108628e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 191298 members 
Entering Unmasked Estep 
Score: -21087452.000000 Penalty: 3970.824707
	Iteration 31Q: 3 clusters Score -2.108745e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 193593 members 
Entering Unmasked Estep 
Score: -21088554.000000 Penalty: 3970.824707
	Iteration 32Q: 3 clusters Score -2.108855e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -21089728.000000 Penalty: 3970.824707
	Iteration 33Q: 3 clusters Score -2.108973e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 196980 members 
Entering Unmasked Estep 
Score: -21090602.000000 Penalty: 3970.824707
	Iteration 34Q: 3 clusters Score -2.10906e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 198162 members 
Entering Unmasked Estep 
Score: -21091428.000000 Penalty: 3970.824707
	Iteration 35Q: 3 clusters Score -2.109143e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 199092 members 
Entering Unmasked Estep 
Score: -21092074.000000 Penalty: 3970.824707
	Iteration 36Q: 3 clusters Score -2.109207e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 199734 members 
Entering Unmasked Estep 
Score: -21092524.000000 Penalty: 3970.824707
	Iteration 37Q: 3 clusters Score -2.109252e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 200182 members 
Entering Unmasked Estep 
Score: -21092790.000000 Penalty: 3970.824707
	Iteration 38Q: 3 clusters Score -2.109279e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 200501 members 
Entering Unmasked Estep 
Score: -21093034.000000 Penalty: 3970.824707
	Iteration 39Q: 3 clusters Score -2.109303e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 200741 members 
Entering Unmasked Estep 
Score: -21093208.000000 Penalty: 3970.824707
	Iteration 40F: 3 clusters Score -2.109321e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 200879 members 
Entering Unmasked Estep 
Score: -21093270.000000 Penalty: 3970.824707
	Iteration 41Q: 3 clusters Score -2.109327e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 200986 members 
Entering Unmasked Estep 
Score: -21093292.000000 Penalty: 3970.824707
	Iteration 42Q: 3 clusters Score -2.109329e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 201059 members 
Entering Unmasked Estep 
Score: -21093346.000000 Penalty: 3970.824707
	Iteration 43Q: 3 clusters Score -2.109335e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 201121 members 
Entering Unmasked Estep 
Score: -21093366.000000 Penalty: 3970.824707
	Iteration 44Q: 3 clusters Score -2.109337e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 201170 members 
Entering Unmasked Estep 
Score: -21093400.000000 Penalty: 3970.824707
	Iteration 45Q: 3 clusters Score -2.10934e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 201210 members 
Entering Unmasked Estep 
Score: -21093410.000000 Penalty: 3970.824707
	Iteration 46Q: 3 clusters Score -2.109341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 201246 members 
Entering Unmasked Estep 
Score: -21093488.000000 Penalty: 3970.824707
	Iteration 47Q: 3 clusters Score -2.109349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 201275 members 
Entering Unmasked Estep 
Score: -21093526.000000 Penalty: 3970.824707
	Iteration 48Q: 3 clusters Score -2.109353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 201296 members 
Entering Unmasked Estep 
Score: -21093518.000000 Penalty: 3970.824707
	Iteration 49Q: 3 clusters Score -2.109352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 201322 members 
Entering Unmasked Estep 
Score: -21093552.000000 Penalty: 3970.824707
	Iteration 50Q: 3 clusters Score -2.109355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 201348 members 
Entering Unmasked Estep 
Score: -21093570.000000 Penalty: 3970.824707
	Iteration 51Q: 3 clusters Score -2.109357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 201370 members 
Entering Unmasked Estep 
Score: -21093568.000000 Penalty: 3970.824707
	Iteration 52Q: 3 clusters Score -2.109357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 201390 members 
Entering Unmasked Estep 
Score: -21093588.000000 Penalty: 3970.824707
	Iteration 53Q: 3 clusters Score -2.109359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 201400 members 
Entering Unmasked Estep 
Score: -21093574.000000 Penalty: 3970.824707
	Iteration 54Q: 3 clusters Score -2.109357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 201415 members 
Entering Unmasked Estep 
Score: -21093586.000000 Penalty: 3970.824707
	Iteration 55Q: 3 clusters Score -2.109359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 201432 members 
Entering Unmasked Estep 
Score: -21093606.000000 Penalty: 3970.824707
	Iteration 56Q: 3 clusters Score -2.109361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 201442 members 
Entering Unmasked Estep 
Score: -21093624.000000 Penalty: 3970.824707
	Iteration 57Q: 3 clusters Score -2.109362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 201458 members 
Entering Unmasked Estep 
Score: -21093620.000000 Penalty: 3970.824707
	Iteration 58Q: 3 clusters Score -2.109362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 201466 members 
Entering Unmasked Estep 
Score: -21093626.000000 Penalty: 3970.824707
	Iteration 59Q: 3 clusters Score -2.109363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 201473 members 
Entering Unmasked Estep 
Score: -21093628.000000 Penalty: 3970.824707
	Iteration 60F: 3 clusters Score -2.109363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 201483 members 
Entering Unmasked Estep 
Score: -21093622.000000 Penalty: 3970.824707
	Iteration 61Q: 3 clusters Score -2.109362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 201491 members 
Entering Unmasked Estep 
Score: -21093628.000000 Penalty: 3970.824707
	Iteration 62Q: 3 clusters Score -2.109363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 201501 members 
Entering Unmasked Estep 
Score: -21093626.000000 Penalty: 3970.824707
	Iteration 63Q: 3 clusters Score -2.109363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 201508 members 
Entering Unmasked Estep 
Score: -21093632.000000 Penalty: 3970.824707
	Iteration 64Q: 3 clusters Score -2.109363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 201514 members 
Entering Unmasked Estep 
Score: -21093634.000000 Penalty: 3970.824707
	Iteration 65Q: 3 clusters Score -2.109363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 201520 members 
Entering Unmasked Estep 
Score: -21093630.000000 Penalty: 3970.824707
	Iteration 66Q: 3 clusters Score -2.109363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 201523 members 
Entering Unmasked Estep 
Score: -21093626.000000 Penalty: 3970.824707
	Iteration 67Q: 3 clusters Score -2.109363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 201527 members 
Entering Unmasked Estep 
Score: -21093636.000000 Penalty: 3970.824707
	Iteration 68Q: 3 clusters Score -2.109364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 201530 members 
Entering Unmasked Estep 
Score: -21093634.000000 Penalty: 3970.824707
	Iteration 69Q: 3 clusters Score -2.109363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 201532 members 
Entering Unmasked Estep 
Score: -21093638.000000 Penalty: 3970.824707
	Iteration 70Q: 3 clusters Score -2.109364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 201535 members 
Entering Unmasked Estep 
Score: -21093638.000000 Penalty: 3970.824707
	Iteration 71Q: 3 clusters Score -2.109364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 201538 members 
Entering Unmasked Estep 
Score: -21093634.000000 Penalty: 3970.824707
	Iteration 72Q: 3 clusters Score -2.109363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 201542 members 
Entering Unmasked Estep 
Score: -21093636.000000 Penalty: 3970.824707
	Iteration 73Q: 3 clusters Score -2.109364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -21093644.000000 Penalty: 3970.824707
	Iteration 74Q: 3 clusters Score -2.109364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 201552 members 
Entering Unmasked Estep 
Score: -21093642.000000 Penalty: 3970.824707
	Iteration 75Q: 3 clusters Score -2.109364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 201555 members 
Entering Unmasked Estep 
Score: -21093644.000000 Penalty: 3970.824707
	Iteration 76Q: 3 clusters Score -2.109364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 201556 members 
Entering Unmasked Estep 
Score: -21093640.000000 Penalty: 3970.824707
	Iteration 77Q: 3 clusters Score -2.109364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 201558 members 
Entering Unmasked Estep 
Score: -21093640.000000 Penalty: 3970.824707
	Iteration 78Q: 3 clusters Score -2.109364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 201557 members 
Entering Unmasked Estep 
Score: -21093642.000000 Penalty: 3970.824707
	Iteration 79Q: 3 clusters Score -2.109364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 201560 members 
Entering Unmasked Estep 
Score: -21093630.000000 Penalty: 3970.824707
	Iteration 80F: 3 clusters Score -2.109363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 201565 members 
Entering Unmasked Estep 
Score: -21093648.000000 Penalty: 3970.824707
	Iteration 81Q: 3 clusters Score -2.109365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 201567 members 
Entering Unmasked Estep 
Score: -21093648.000000 Penalty: 3970.824707
	Iteration 82Q: 3 clusters Score -2.109365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -21093642.000000 Penalty: 3970.824707
	Iteration 83Q: 3 clusters Score -2.109364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 201570 members 
Entering Unmasked Estep 
Score: -21093642.000000 Penalty: 3970.824707
	Iteration 84Q: 3 clusters Score -2.109364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 201571 members 
Entering Unmasked Estep 
Score: -21093644.000000 Penalty: 3970.824707
	Iteration 85Q: 3 clusters Score -2.109364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 201571 members 
Entering Unmasked Estep 
Score: -21093644.000000 Penalty: 3970.824707
	Iteration 86F: 3 clusters Score -2.109364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Entering Unmasked Estep 
Score: -3705417.750000 Penalty: 1718.038940
	Iteration 0F: 2 clusters Score -3705418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3679223.250000 Penalty: 3436.077881
	Iteration 0F: 3 clusters Score -3679223 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3691086.000000 Penalty: 3436.077881
	Iteration 1F: 3 clusters Score -3691086 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3692756.250000 Penalty: 3436.077881
	Iteration 2F: 3 clusters Score -3692756 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3694530.500000 Penalty: 3436.077881
	Iteration 3F: 3 clusters Score -3694530 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3696227.500000 Penalty: 3436.077881
	Iteration 4F: 3 clusters Score -3696228 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3697637.500000 Penalty: 3436.077881
	Iteration 5F: 3 clusters Score -3697638 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3698725.750000 Penalty: 3436.077881
	Iteration 6F: 3 clusters Score -3698726 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3699599.250000 Penalty: 3436.077881
	Iteration 7Q: 3 clusters Score -3699599 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3700292.500000 Penalty: 3436.077881
	Iteration 8Q: 3 clusters Score -3700292 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3700819.000000 Penalty: 3436.077881
	Iteration 9Q: 3 clusters Score -3700819 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3701247.750000 Penalty: 3436.077881
	Iteration 10Q: 3 clusters Score -3701248 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3701554.500000 Penalty: 3436.077881
	Iteration 11Q: 3 clusters Score -3701554 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3701839.500000 Penalty: 3436.077881
	Iteration 12Q: 3 clusters Score -3701840 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3702086.500000 Penalty: 3436.077881
	Iteration 13Q: 3 clusters Score -3702086 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3702275.750000 Penalty: 3436.077881
	Iteration 14Q: 3 clusters Score -3702276 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3702424.000000 Penalty: 3436.077881
	Iteration 15Q: 3 clusters Score -3702424 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3702567.500000 Penalty: 3436.077881
	Iteration 16Q: 3 clusters Score -3702568 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3702700.750000 Penalty: 3436.077881
	Iteration 17Q: 3 clusters Score -3702701 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3702771.000000 Penalty: 3436.077881
	Iteration 18Q: 3 clusters Score -3702771 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3702858.000000 Penalty: 3436.077881
	Iteration 19Q: 3 clusters Score -3702858 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3702936.000000 Penalty: 3436.077881
	Iteration 20F: 3 clusters Score -3702936 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3703046.250000 Penalty: 3436.077881
	Iteration 21Q: 3 clusters Score -3703046 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3703156.500000 Penalty: 3436.077881
	Iteration 22Q: 3 clusters Score -3703156 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3703241.250000 Penalty: 3436.077881
	Iteration 23Q: 3 clusters Score -3703241 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3703365.250000 Penalty: 3436.077881
	Iteration 24Q: 3 clusters Score -3703365 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3703455.500000 Penalty: 3436.077881
	Iteration 25Q: 3 clusters Score -3703456 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3703558.750000 Penalty: 3436.077881
	Iteration 26Q: 3 clusters Score -3703559 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3703641.500000 Penalty: 3436.077881
	Iteration 27Q: 3 clusters Score -3703642 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3703741.500000 Penalty: 3436.077881
	Iteration 28Q: 3 clusters Score -3703742 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3703807.250000 Penalty: 3436.077881
	Iteration 29Q: 3 clusters Score -3703807 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3703858.000000 Penalty: 3436.077881
	Iteration 30Q: 3 clusters Score -3703858 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3703909.000000 Penalty: 3436.077881
	Iteration 31Q: 3 clusters Score -3703909 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3703988.000000 Penalty: 3436.077881
	Iteration 32Q: 3 clusters Score -3703988 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3704052.750000 Penalty: 3436.077881
	Iteration 33Q: 3 clusters Score -3704053 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3704116.000000 Penalty: 3436.077881
	Iteration 34Q: 3 clusters Score -3704116 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3704170.000000 Penalty: 3436.077881
	Iteration 35Q: 3 clusters Score -3704170 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3704257.500000 Penalty: 3436.077881
	Iteration 36Q: 3 clusters Score -3704258 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3704318.500000 Penalty: 3436.077881
	Iteration 37Q: 3 clusters Score -3704318 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3704386.500000 Penalty: 3436.077881
	Iteration 38Q: 3 clusters Score -3704386 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3704469.500000 Penalty: 3436.077881
	Iteration 39Q: 3 clusters Score -3704470 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3704549.500000 Penalty: 3436.077881
	Iteration 40F: 3 clusters Score -3704550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3704601.250000 Penalty: 3436.077881
	Iteration 41Q: 3 clusters Score -3704601 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3704641.750000 Penalty: 3436.077881
	Iteration 42Q: 3 clusters Score -3704642 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3704689.000000 Penalty: 3436.077881
	Iteration 43Q: 3 clusters Score -3704689 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3704731.000000 Penalty: 3436.077881
	Iteration 44Q: 3 clusters Score -3704731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3704776.500000 Penalty: 3436.077881
	Iteration 45Q: 3 clusters Score -3704776 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3704810.750000 Penalty: 3436.077881
	Iteration 46Q: 3 clusters Score -3704811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3704878.500000 Penalty: 3436.077881
	Iteration 47Q: 3 clusters Score -3704878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3704951.500000 Penalty: 3436.077881
	Iteration 48Q: 3 clusters Score -3704952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3705005.500000 Penalty: 3436.077881
	Iteration 49Q: 3 clusters Score -3705006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3705083.250000 Penalty: 3436.077881
	Iteration 50Q: 3 clusters Score -3705083 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3705144.750000 Penalty: 3436.077881
	Iteration 51Q: 3 clusters Score -3705145 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3705180.500000 Penalty: 3436.077881
	Iteration 52Q: 3 clusters Score -3705180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3705257.000000 Penalty: 3436.077881
	Iteration 53Q: 3 clusters Score -3705257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3705308.500000 Penalty: 3436.077881
	Iteration 54Q: 3 clusters Score -3705308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3705357.000000 Penalty: 3436.077881
	Iteration 55Q: 3 clusters Score -3705357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3705391.250000 Penalty: 3436.077881
	Iteration 56Q: 3 clusters Score -3705391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3705421.000000 Penalty: 3436.077881
	Iteration 57Q: 3 clusters Score -3705421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3705448.250000 Penalty: 3436.077881
	Iteration 58Q: 3 clusters Score -3705448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3705468.500000 Penalty: 3436.077881
	Iteration 59Q: 3 clusters Score -3705468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3705485.000000 Penalty: 3436.077881
	Iteration 60F: 3 clusters Score -3705485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3705498.750000 Penalty: 3436.077881
	Iteration 61Q: 3 clusters Score -3705499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3705508.750000 Penalty: 3436.077881
	Iteration 62Q: 3 clusters Score -3705509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3705512.250000 Penalty: 3436.077881
	Iteration 63Q: 3 clusters Score -3705512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3705517.250000 Penalty: 3436.077881
	Iteration 64Q: 3 clusters Score -3705517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3705529.250000 Penalty: 3436.077881
	Iteration 65Q: 3 clusters Score -3705529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3705529.500000 Penalty: 3436.077881
	Iteration 66Q: 3 clusters Score -3705530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3705527.250000 Penalty: 3436.077881
	Iteration 67Q: 3 clusters Score -3705527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3705532.500000 Penalty: 3436.077881
	Iteration 68Q: 3 clusters Score -3705532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3705542.000000 Penalty: 3436.077881
	Iteration 69Q: 3 clusters Score -3705542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3705541.000000 Penalty: 3436.077881
	Iteration 70Q: 3 clusters Score -3705541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3705541.750000 Penalty: 3436.077881
	Iteration 71Q: 3 clusters Score -3705542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3705549.250000 Penalty: 3436.077881
	Iteration 72Q: 3 clusters Score -3705549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3705555.000000 Penalty: 3436.077881
	Iteration 73Q: 3 clusters Score -3705555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3705556.250000 Penalty: 3436.077881
	Iteration 74Q: 3 clusters Score -3705556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3705560.250000 Penalty: 3436.077881
	Iteration 75Q: 3 clusters Score -3705560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3705557.000000 Penalty: 3436.077881
	Iteration 76Q: 3 clusters Score -3705557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3705559.750000 Penalty: 3436.077881
	Iteration 77Q: 3 clusters Score -3705560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3705559.000000 Penalty: 3436.077881
	Iteration 78Q: 3 clusters Score -3705559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3705562.000000 Penalty: 3436.077881
	Iteration 79Q: 3 clusters Score -3705562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3705558.000000 Penalty: 3436.077881
	Iteration 80F: 3 clusters Score -3705558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3705562.250000 Penalty: 3436.077881
	Iteration 81Q: 3 clusters Score -3705562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3705563.000000 Penalty: 3436.077881
	Iteration 82Q: 3 clusters Score -3705563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3705563.000000 Penalty: 3436.077881
	Iteration 83Q: 3 clusters Score -3705563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3705563.000000 Penalty: 3436.077881
	Iteration 84F: 3 clusters Score -3705563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 10522 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 157840 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Entering Unmasked Estep 
Score: -153944512.000000 Penalty: 81013.851562
Splitting cluster 16 changes total score from -153942832.000000 to -153944512.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (10522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Entering Unmasked Estep 
Score: -965047.125000 Penalty: 1504.948853
	Iteration 0F: 2 clusters Score -965047.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -957528.875000 Penalty: 3009.897705
	Iteration 0F: 3 clusters Score -957528.9 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -960887.062500 Penalty: 3009.897705
	Iteration 1F: 3 clusters Score -960887.1 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -962350.000000 Penalty: 3009.897705
	Iteration 2F: 3 clusters Score -962350 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -964071.375000 Penalty: 3009.897705
	Iteration 3F: 3 clusters Score -964071.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -965217.812500 Penalty: 3009.897705
	Iteration 4F: 3 clusters Score -965217.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -965739.937500 Penalty: 3009.897705
	Iteration 5F: 3 clusters Score -965739.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -965961.187500 Penalty: 3009.897705
	Iteration 6Q: 3 clusters Score -965961.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -966053.375000 Penalty: 3009.897705
	Iteration 7Q: 3 clusters Score -966053.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -966131.250000 Penalty: 3009.897705
	Iteration 8Q: 3 clusters Score -966131.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -966190.187500 Penalty: 3009.897705
	Iteration 9Q: 3 clusters Score -966190.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -966230.687500 Penalty: 3009.897705
	Iteration 10Q: 3 clusters Score -966230.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -966253.937500 Penalty: 3009.897705
	Iteration 11Q: 3 clusters Score -966253.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -966272.250000 Penalty: 3009.897705
	Iteration 12Q: 3 clusters Score -966272.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -966280.437500 Penalty: 3009.897705
	Iteration 13Q: 3 clusters Score -966280.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -966290.062500 Penalty: 3009.897705
	Iteration 14Q: 3 clusters Score -966290.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -966296.312500 Penalty: 3009.897705
	Iteration 15Q: 3 clusters Score -966296.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -966298.000000 Penalty: 3009.897705
	Iteration 16Q: 3 clusters Score -966298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -966301.312500 Penalty: 3009.897705
	Iteration 17Q: 3 clusters Score -966301.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -966299.562500 Penalty: 3009.897705
	Iteration 18Q: 3 clusters Score -966299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -966300.375000 Penalty: 3009.897705
	Iteration 19Q: 3 clusters Score -966300.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -966305.312500 Penalty: 3009.897705
	Iteration 20F: 3 clusters Score -966305.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -966306.187500 Penalty: 3009.897705
	Iteration 21Q: 3 clusters Score -966306.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -966306.875000 Penalty: 3009.897705
	Iteration 22Q: 3 clusters Score -966306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -966308.375000 Penalty: 3009.897705
	Iteration 23Q: 3 clusters Score -966308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -966307.875000 Penalty: 3009.897705
	Iteration 24Q: 3 clusters Score -966307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -966305.500000 Penalty: 3009.897705
	Iteration 25Q: 3 clusters Score -966305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -966306.625000 Penalty: 3009.897705
	Iteration 26Q: 3 clusters Score -966306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -966306.625000 Penalty: 3009.897705
	Iteration 27F: 3 clusters Score -966306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 157840 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Entering Unmasked Estep 
Score: -153945888.000000 Penalty: 83328.531250
Splitting cluster 17 changes total score from -153942832.000000 to -153945888.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (31421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Entering Unmasked Estep 
Score: -3249191.500000 Penalty: 1682.725098
	Iteration 0F: 2 clusters Score -3249192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3227840.250000 Penalty: 3365.450195
	Iteration 0F: 3 clusters Score -3227840 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3236202.500000 Penalty: 3365.450195
	Iteration 1F: 3 clusters Score -3236202 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3236573.500000 Penalty: 3365.450195
	Iteration 2Q: 3 clusters Score -3236574 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3236946.500000 Penalty: 3365.450195
	Iteration 3Q: 3 clusters Score -3236946 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3237353.000000 Penalty: 3365.450195
	Iteration 4Q: 3 clusters Score -3237353 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3237745.500000 Penalty: 3365.450195
	Iteration 5Q: 3 clusters Score -3237746 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3238169.250000 Penalty: 3365.450195
	Iteration 6Q: 3 clusters Score -3238169 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3238601.000000 Penalty: 3365.450195
	Iteration 7Q: 3 clusters Score -3238601 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3239118.000000 Penalty: 3365.450195
	Iteration 8Q: 3 clusters Score -3239118 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3239770.000000 Penalty: 3365.450195
	Iteration 9Q: 3 clusters Score -3239770 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3240572.750000 Penalty: 3365.450195
	Iteration 10Q: 3 clusters Score -3240573 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3241474.000000 Penalty: 3365.450195
	Iteration 11Q: 3 clusters Score -3241474 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3242360.750000 Penalty: 3365.450195
	Iteration 12Q: 3 clusters Score -3242361 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3243047.500000 Penalty: 3365.450195
	Iteration 13Q: 3 clusters Score -3243048 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3243492.250000 Penalty: 3365.450195
	Iteration 14Q: 3 clusters Score -3243492 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3243815.000000 Penalty: 3365.450195
	Iteration 15Q: 3 clusters Score -3243815 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3244014.500000 Penalty: 3365.450195
	Iteration 16Q: 3 clusters Score -3244014 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3244247.750000 Penalty: 3365.450195
	Iteration 17Q: 3 clusters Score -3244248 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3244441.250000 Penalty: 3365.450195
	Iteration 18Q: 3 clusters Score -3244441 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3244657.500000 Penalty: 3365.450195
	Iteration 19Q: 3 clusters Score -3244658 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3244922.000000 Penalty: 3365.450195
	Iteration 20F: 3 clusters Score -3244922 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3245176.000000 Penalty: 3365.450195
	Iteration 21Q: 3 clusters Score -3245176 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3245436.000000 Penalty: 3365.450195
	Iteration 22Q: 3 clusters Score -3245436 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3245650.000000 Penalty: 3365.450195
	Iteration 23Q: 3 clusters Score -3245650 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3245839.000000 Penalty: 3365.450195
	Iteration 24Q: 3 clusters Score -3245839 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3246018.500000 Penalty: 3365.450195
	Iteration 25Q: 3 clusters Score -3246018 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3246184.250000 Penalty: 3365.450195
	Iteration 26Q: 3 clusters Score -3246184 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3246312.750000 Penalty: 3365.450195
	Iteration 27Q: 3 clusters Score -3246313 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3246443.500000 Penalty: 3365.450195
	Iteration 28Q: 3 clusters Score -3246444 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3246571.750000 Penalty: 3365.450195
	Iteration 29Q: 3 clusters Score -3246572 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3246720.750000 Penalty: 3365.450195
	Iteration 30Q: 3 clusters Score -3246721 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3246836.250000 Penalty: 3365.450195
	Iteration 31Q: 3 clusters Score -3246836 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3246973.250000 Penalty: 3365.450195
	Iteration 32Q: 3 clusters Score -3246973 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3247075.500000 Penalty: 3365.450195
	Iteration 33Q: 3 clusters Score -3247076 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3247146.750000 Penalty: 3365.450195
	Iteration 34Q: 3 clusters Score -3247147 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3247205.500000 Penalty: 3365.450195
	Iteration 35Q: 3 clusters Score -3247206 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3247264.250000 Penalty: 3365.450195
	Iteration 36Q: 3 clusters Score -3247264 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3247322.750000 Penalty: 3365.450195
	Iteration 37Q: 3 clusters Score -3247323 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3247370.000000 Penalty: 3365.450195
	Iteration 38Q: 3 clusters Score -3247370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3247428.250000 Penalty: 3365.450195
	Iteration 39Q: 3 clusters Score -3247428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3247459.750000 Penalty: 3365.450195
	Iteration 40F: 3 clusters Score -3247460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3247488.500000 Penalty: 3365.450195
	Iteration 41Q: 3 clusters Score -3247488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3247508.500000 Penalty: 3365.450195
	Iteration 42Q: 3 clusters Score -3247508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3247522.750000 Penalty: 3365.450195
	Iteration 43Q: 3 clusters Score -3247523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3247531.000000 Penalty: 3365.450195
	Iteration 44Q: 3 clusters Score -3247531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3247535.500000 Penalty: 3365.450195
	Iteration 45Q: 3 clusters Score -3247536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3247559.000000 Penalty: 3365.450195
	Iteration 46Q: 3 clusters Score -3247559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3247570.500000 Penalty: 3365.450195
	Iteration 47Q: 3 clusters Score -3247570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3247572.000000 Penalty: 3365.450195
	Iteration 48Q: 3 clusters Score -3247572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3247584.250000 Penalty: 3365.450195
	Iteration 49Q: 3 clusters Score -3247584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3247592.750000 Penalty: 3365.450195
	Iteration 50Q: 3 clusters Score -3247593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3247601.000000 Penalty: 3365.450195
	Iteration 51Q: 3 clusters Score -3247601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3247611.000000 Penalty: 3365.450195
	Iteration 52Q: 3 clusters Score -3247611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3247620.500000 Penalty: 3365.450195
	Iteration 53Q: 3 clusters Score -3247620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3247623.000000 Penalty: 3365.450195
	Iteration 54Q: 3 clusters Score -3247623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3247632.000000 Penalty: 3365.450195
	Iteration 55Q: 3 clusters Score -3247632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3247647.500000 Penalty: 3365.450195
	Iteration 56Q: 3 clusters Score -3247648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3247656.250000 Penalty: 3365.450195
	Iteration 57Q: 3 clusters Score -3247656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3247659.250000 Penalty: 3365.450195
	Iteration 58Q: 3 clusters Score -3247659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3247667.000000 Penalty: 3365.450195
	Iteration 59Q: 3 clusters Score -3247667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3247666.000000 Penalty: 3365.450195
	Iteration 60F: 3 clusters Score -3247666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3247662.500000 Penalty: 3365.450195
	Iteration 61Q: 3 clusters Score -3247662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3247667.500000 Penalty: 3365.450195
	Iteration 62Q: 3 clusters Score -3247668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3247676.500000 Penalty: 3365.450195
	Iteration 63Q: 3 clusters Score -3247676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3247686.500000 Penalty: 3365.450195
	Iteration 64Q: 3 clusters Score -3247686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3247687.750000 Penalty: 3365.450195
	Iteration 65Q: 3 clusters Score -3247688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3247697.000000 Penalty: 3365.450195
	Iteration 66Q: 3 clusters Score -3247697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3247704.750000 Penalty: 3365.450195
	Iteration 67Q: 3 clusters Score -3247705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3247704.250000 Penalty: 3365.450195
	Iteration 68Q: 3 clusters Score -3247704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3247710.250000 Penalty: 3365.450195
	Iteration 69Q: 3 clusters Score -3247710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3247717.250000 Penalty: 3365.450195
	Iteration 70Q: 3 clusters Score -3247717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3247727.000000 Penalty: 3365.450195
	Iteration 71Q: 3 clusters Score -3247727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3247729.250000 Penalty: 3365.450195
	Iteration 72Q: 3 clusters Score -3247729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3247729.000000 Penalty: 3365.450195
	Iteration 73Q: 3 clusters Score -3247729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3247736.500000 Penalty: 3365.450195
	Iteration 74Q: 3 clusters Score -3247736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3247732.750000 Penalty: 3365.450195
	Iteration 75Q: 3 clusters Score -3247733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3247738.750000 Penalty: 3365.450195
	Iteration 76Q: 3 clusters Score -3247739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3247737.000000 Penalty: 3365.450195
	Iteration 77Q: 3 clusters Score -3247737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3247741.250000 Penalty: 3365.450195
	Iteration 78Q: 3 clusters Score -3247741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3247744.500000 Penalty: 3365.450195
	Iteration 79Q: 3 clusters Score -3247744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3247740.000000 Penalty: 3365.450195
	Iteration 80F: 3 clusters Score -3247740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3247740.000000 Penalty: 3365.450195
	Iteration 81Q: 3 clusters Score -3247740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3247746.250000 Penalty: 3365.450195
	Iteration 82Q: 3 clusters Score -3247746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3247750.500000 Penalty: 3365.450195
	Iteration 83Q: 3 clusters Score -3247750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3247753.250000 Penalty: 3365.450195
	Iteration 84Q: 3 clusters Score -3247753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3247750.250000 Penalty: 3365.450195
	Iteration 85Q: 3 clusters Score -3247750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3247754.000000 Penalty: 3365.450195
	Iteration 86Q: 3 clusters Score -3247754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3247759.000000 Penalty: 3365.450195
	Iteration 87Q: 3 clusters Score -3247759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3247758.250000 Penalty: 3365.450195
	Iteration 88Q: 3 clusters Score -3247758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3247759.250000 Penalty: 3365.450195
	Iteration 89Q: 3 clusters Score -3247759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3247759.250000 Penalty: 3365.450195
	Iteration 90Q: 3 clusters Score -3247759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3247760.750000 Penalty: 3365.450195
	Iteration 91Q: 3 clusters Score -3247761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3247756.000000 Penalty: 3365.450195
	Iteration 92Q: 3 clusters Score -3247756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3247759.000000 Penalty: 3365.450195
	Iteration 93Q: 3 clusters Score -3247759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3247754.500000 Penalty: 3365.450195
	Iteration 94Q: 3 clusters Score -3247754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3247754.500000 Penalty: 3365.450195
	Iteration 95F: 3 clusters Score -3247754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Entering Unmasked Estep 
Score: -16532766.000000 Penalty: 1945.017334
	Iteration 0F: 2 clusters Score -1.653277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -16434055.000000 Penalty: 3890.034668
	Iteration 0F: 3 clusters Score -1.643406e+07 nChanged 76326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -16479701.000000 Penalty: 3890.034668
	Iteration 1F: 3 clusters Score -1.64797e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -16481633.000000 Penalty: 3890.034668
	Iteration 2Q: 3 clusters Score -1.648163e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -16485386.000000 Penalty: 3890.034668
	Iteration 3Q: 3 clusters Score -1.648539e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -16492565.000000 Penalty: 3890.034668
	Iteration 4F: 3 clusters Score -1.649256e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -16504006.000000 Penalty: 3890.034668
	Iteration 5F: 3 clusters Score -1.650401e+07 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -16517370.000000 Penalty: 3890.034668
	Iteration 6F: 3 clusters Score -1.651737e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 123451 members 
Entering Unmasked Estep 
Score: -16528318.000000 Penalty: 3890.034668
	Iteration 7F: 3 clusters Score -1.652832e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 126649 members 
Entering Unmasked Estep 
Score: -16534857.000000 Penalty: 3890.034668
	Iteration 8Q: 3 clusters Score -1.653486e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 128549 members 
Entering Unmasked Estep 
Score: -16537493.000000 Penalty: 3890.034668
	Iteration 9Q: 3 clusters Score -1.653749e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 130172 members 
Entering Unmasked Estep 
Score: -16538702.000000 Penalty: 3890.034668
	Iteration 10Q: 3 clusters Score -1.65387e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 131657 members 
Entering Unmasked Estep 
Score: -16539497.000000 Penalty: 3890.034668
	Iteration 11Q: 3 clusters Score -1.65395e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 132887 members 
Entering Unmasked Estep 
Score: -16539974.000000 Penalty: 3890.034668
	Iteration 12Q: 3 clusters Score -1.653997e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 133936 members 
Entering Unmasked Estep 
Score: -16540377.000000 Penalty: 3890.034668
	Iteration 13Q: 3 clusters Score -1.654038e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -16540681.000000 Penalty: 3890.034668
	Iteration 14Q: 3 clusters Score -1.654068e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -16540874.000000 Penalty: 3890.034668
	Iteration 15Q: 3 clusters Score -1.654087e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -16541033.000000 Penalty: 3890.034668
	Iteration 16Q: 3 clusters Score -1.654103e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -16541147.000000 Penalty: 3890.034668
	Iteration 17Q: 3 clusters Score -1.654115e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -16541171.000000 Penalty: 3890.034668
	Iteration 18Q: 3 clusters Score -1.654117e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 138102 members 
Entering Unmasked Estep 
Score: -16541271.000000 Penalty: 3890.034668
	Iteration 19Q: 3 clusters Score -1.654127e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 138536 members 
Entering Unmasked Estep 
Score: -16541333.000000 Penalty: 3890.034668
	Iteration 20F: 3 clusters Score -1.654133e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -16541372.000000 Penalty: 3890.034668
	Iteration 21Q: 3 clusters Score -1.654137e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -16541357.000000 Penalty: 3890.034668
	Iteration 22Q: 3 clusters Score -1.654136e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 139632 members 
Entering Unmasked Estep 
Score: -16541337.000000 Penalty: 3890.034668
	Iteration 23Q: 3 clusters Score -1.654134e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -16541378.000000 Penalty: 3890.034668
	Iteration 24Q: 3 clusters Score -1.654138e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 140200 members 
Entering Unmasked Estep 
Score: -16541388.000000 Penalty: 3890.034668
	Iteration 25Q: 3 clusters Score -1.654139e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -16541380.000000 Penalty: 3890.034668
	Iteration 26Q: 3 clusters Score -1.654138e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -16541408.000000 Penalty: 3890.034668
	Iteration 27Q: 3 clusters Score -1.654141e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 140882 members 
Entering Unmasked Estep 
Score: -16541412.000000 Penalty: 3890.034668
	Iteration 28Q: 3 clusters Score -1.654141e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -16541405.000000 Penalty: 3890.034668
	Iteration 29Q: 3 clusters Score -1.65414e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 141245 members 
Entering Unmasked Estep 
Score: -16541414.000000 Penalty: 3890.034668
	Iteration 30Q: 3 clusters Score -1.654141e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 141397 members 
Entering Unmasked Estep 
Score: -16541416.000000 Penalty: 3890.034668
	Iteration 31Q: 3 clusters Score -1.654142e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 141542 members 
Entering Unmasked Estep 
Score: -16541441.000000 Penalty: 3890.034668
	Iteration 32Q: 3 clusters Score -1.654144e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -16541409.000000 Penalty: 3890.034668
	Iteration 33Q: 3 clusters Score -1.654141e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -16541431.000000 Penalty: 3890.034668
	Iteration 34Q: 3 clusters Score -1.654143e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 141968 members 
Entering Unmasked Estep 
Score: -16541420.000000 Penalty: 3890.034668
	Iteration 35Q: 3 clusters Score -1.654142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 142104 members 
Entering Unmasked Estep 
Score: -16541391.000000 Penalty: 3890.034668
	Iteration 36Q: 3 clusters Score -1.654139e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 142221 members 
Entering Unmasked Estep 
Score: -16541386.000000 Penalty: 3890.034668
	Iteration 37Q: 3 clusters Score -1.654139e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -16541393.000000 Penalty: 3890.034668
	Iteration 38Q: 3 clusters Score -1.654139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 142413 members 
Entering Unmasked Estep 
Score: -16541371.000000 Penalty: 3890.034668
	Iteration 39Q: 3 clusters Score -1.654137e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -16541378.000000 Penalty: 3890.034668
	Iteration 40F: 3 clusters Score -1.654138e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 142573 members 
Entering Unmasked Estep 
Score: -16541372.000000 Penalty: 3890.034668
	Iteration 41Q: 3 clusters Score -1.654137e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -16541354.000000 Penalty: 3890.034668
	Iteration 42Q: 3 clusters Score -1.654135e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -16541359.000000 Penalty: 3890.034668
	Iteration 43Q: 3 clusters Score -1.654136e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 142821 members 
Entering Unmasked Estep 
Score: -16541325.000000 Penalty: 3890.034668
	Iteration 44Q: 3 clusters Score -1.654132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 142896 members 
Entering Unmasked Estep 
Score: -16541307.000000 Penalty: 3890.034668
	Iteration 45Q: 3 clusters Score -1.654131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -16541297.000000 Penalty: 3890.034668
	Iteration 46Q: 3 clusters Score -1.65413e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 143015 members 
Entering Unmasked Estep 
Score: -16541294.000000 Penalty: 3890.034668
	Iteration 47Q: 3 clusters Score -1.654129e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -16541279.000000 Penalty: 3890.034668
	Iteration 48Q: 3 clusters Score -1.654128e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 143122 members 
Entering Unmasked Estep 
Score: -16541255.000000 Penalty: 3890.034668
	Iteration 49Q: 3 clusters Score -1.654126e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -16541237.000000 Penalty: 3890.034668
	Iteration 50Q: 3 clusters Score -1.654124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -16541213.000000 Penalty: 3890.034668
	Iteration 51Q: 3 clusters Score -1.654121e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 143282 members 
Entering Unmasked Estep 
Score: -16541188.000000 Penalty: 3890.034668
	Iteration 52Q: 3 clusters Score -1.654119e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 143340 members 
Entering Unmasked Estep 
Score: -16541156.000000 Penalty: 3890.034668
	Iteration 53Q: 3 clusters Score -1.654116e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -16541153.000000 Penalty: 3890.034668
	Iteration 54Q: 3 clusters Score -1.654115e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -16541151.000000 Penalty: 3890.034668
	Iteration 55Q: 3 clusters Score -1.654115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -16541143.000000 Penalty: 3890.034668
	Iteration 56Q: 3 clusters Score -1.654114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 143527 members 
Entering Unmasked Estep 
Score: -16541134.000000 Penalty: 3890.034668
	Iteration 57Q: 3 clusters Score -1.654113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 143554 members 
Entering Unmasked Estep 
Score: -16541138.000000 Penalty: 3890.034668
	Iteration 58Q: 3 clusters Score -1.654114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -16541125.000000 Penalty: 3890.034668
	Iteration 59Q: 3 clusters Score -1.654112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -16541103.000000 Penalty: 3890.034668
	Iteration 60F: 3 clusters Score -1.65411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -16541107.000000 Penalty: 3890.034668
	Iteration 61Q: 3 clusters Score -1.654111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 143650 members 
Entering Unmasked Estep 
Score: -16541104.000000 Penalty: 3890.034668
	Iteration 62Q: 3 clusters Score -1.65411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 143664 members 
Entering Unmasked Estep 
Score: -16541107.000000 Penalty: 3890.034668
	Iteration 63Q: 3 clusters Score -1.654111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 143676 members 
Entering Unmasked Estep 
Score: -16541108.000000 Penalty: 3890.034668
	Iteration 64Q: 3 clusters Score -1.654111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -16541112.000000 Penalty: 3890.034668
	Iteration 65Q: 3 clusters Score -1.654111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 143691 members 
Entering Unmasked Estep 
Score: -16541120.000000 Penalty: 3890.034668
	Iteration 66Q: 3 clusters Score -1.654112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -16541114.000000 Penalty: 3890.034668
	Iteration 67Q: 3 clusters Score -1.654111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -16541114.000000 Penalty: 3890.034668
	Iteration 68Q: 3 clusters Score -1.654111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -16541123.000000 Penalty: 3890.034668
	Iteration 69Q: 3 clusters Score -1.654112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -16541119.000000 Penalty: 3890.034668
	Iteration 70Q: 3 clusters Score -1.654112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -16541109.000000 Penalty: 3890.034668
	Iteration 71Q: 3 clusters Score -1.654111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 143742 members 
Entering Unmasked Estep 
Score: -16541111.000000 Penalty: 3890.034668
	Iteration 72Q: 3 clusters Score -1.654111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -16541114.000000 Penalty: 3890.034668
	Iteration 73Q: 3 clusters Score -1.654111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -16541105.000000 Penalty: 3890.034668
	Iteration 74Q: 3 clusters Score -1.65411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 143753 members 
Entering Unmasked Estep 
Score: -16541104.000000 Penalty: 3890.034668
	Iteration 75Q: 3 clusters Score -1.65411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -16541097.000000 Penalty: 3890.034668
	Iteration 76Q: 3 clusters Score -1.65411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -16541095.000000 Penalty: 3890.034668
	Iteration 77Q: 3 clusters Score -1.65411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 143767 members 
Entering Unmasked Estep 
Score: -16541093.000000 Penalty: 3890.034668
	Iteration 78Q: 3 clusters Score -1.654109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -16541095.000000 Penalty: 3890.034668
	Iteration 79Q: 3 clusters Score -1.65411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -16541084.000000 Penalty: 3890.034668
	Iteration 80F: 3 clusters Score -1.654108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 143784 members 
Entering Unmasked Estep 
Score: -16541091.000000 Penalty: 3890.034668
	Iteration 81Q: 3 clusters Score -1.654109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 143790 members 
Entering Unmasked Estep 
Score: -16541090.000000 Penalty: 3890.034668
	Iteration 82Q: 3 clusters Score -1.654109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -16541097.000000 Penalty: 3890.034668
	Iteration 83Q: 3 clusters Score -1.65411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -16541088.000000 Penalty: 3890.034668
	Iteration 84Q: 3 clusters Score -1.654109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 143807 members 
Entering Unmasked Estep 
Score: -16541081.000000 Penalty: 3890.034668
	Iteration 85Q: 3 clusters Score -1.654108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -16541084.000000 Penalty: 3890.034668
	Iteration 86Q: 3 clusters Score -1.654108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -16541078.000000 Penalty: 3890.034668
	Iteration 87Q: 3 clusters Score -1.654108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -16541079.000000 Penalty: 3890.034668
	Iteration 88Q: 3 clusters Score -1.654108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 143823 members 
Entering Unmasked Estep 
Score: -16541085.000000 Penalty: 3890.034668
	Iteration 89Q: 3 clusters Score -1.654108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 143826 members 
Entering Unmasked Estep 
Score: -16541088.000000 Penalty: 3890.034668
	Iteration 90Q: 3 clusters Score -1.654109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -16541084.000000 Penalty: 3890.034668
	Iteration 91Q: 3 clusters Score -1.654108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 143831 members 
Entering Unmasked Estep 
Score: -16541077.000000 Penalty: 3890.034668
	Iteration 92Q: 3 clusters Score -1.654108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -16541086.000000 Penalty: 3890.034668
	Iteration 93Q: 3 clusters Score -1.654109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -16541079.000000 Penalty: 3890.034668
	Iteration 94Q: 3 clusters Score -1.654108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -16541079.000000 Penalty: 3890.034668
	Iteration 95F: 3 clusters Score -1.654108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Entering Unmasked Estep 
Score: -153955008.000000 Penalty: 85643.210938
Splitting cluster 19 changes total score from -153942832.000000 to -153955008.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (163349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Entering Unmasked Estep 
Score: -17026388.000000 Penalty: 1950.592163
	Iteration 0F: 2 clusters Score -1.702639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -16926344.000000 Penalty: 3901.184326
	Iteration 0F: 3 clusters Score -1.692634e+07 nChanged 78918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -16972240.000000 Penalty: 3901.184326
	Iteration 1F: 3 clusters Score -1.697224e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -16973356.000000 Penalty: 3901.184326
	Iteration 2Q: 3 clusters Score -1.697336e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -16974920.000000 Penalty: 3901.184326
	Iteration 3Q: 3 clusters Score -1.697492e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -16976858.000000 Penalty: 3901.184326
	Iteration 4Q: 3 clusters Score -1.697686e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -16979532.000000 Penalty: 3901.184326
	Iteration 5Q: 3 clusters Score -1.697953e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -16983462.000000 Penalty: 3901.184326
	Iteration 6Q: 3 clusters Score -1.698346e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -16988944.000000 Penalty: 3901.184326
	Iteration 7F: 3 clusters Score -1.698894e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -16996096.000000 Penalty: 3901.184326
	Iteration 8F: 3 clusters Score -1.69961e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 119753 members 
Entering Unmasked Estep 
Score: -17003822.000000 Penalty: 3901.184326
	Iteration 9F: 3 clusters Score -1.700382e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 124820 members 
Entering Unmasked Estep 
Score: -17010306.000000 Penalty: 3901.184326
	Iteration 10F: 3 clusters Score -1.701031e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -17014392.000000 Penalty: 3901.184326
	Iteration 11Q: 3 clusters Score -1.701439e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -17016656.000000 Penalty: 3901.184326
	Iteration 12Q: 3 clusters Score -1.701666e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -17018176.000000 Penalty: 3901.184326
	Iteration 13Q: 3 clusters Score -1.701818e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -17019288.000000 Penalty: 3901.184326
	Iteration 14Q: 3 clusters Score -1.701929e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 138383 members 
Entering Unmasked Estep 
Score: -17020262.000000 Penalty: 3901.184326
	Iteration 15Q: 3 clusters Score -1.702026e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 140946 members 
Entering Unmasked Estep 
Score: -17021284.000000 Penalty: 3901.184326
	Iteration 16Q: 3 clusters Score -1.702128e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 143488 members 
Entering Unmasked Estep 
Score: -17022128.000000 Penalty: 3901.184326
	Iteration 17Q: 3 clusters Score -1.702213e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 146009 members 
Entering Unmasked Estep 
Score: -17022660.000000 Penalty: 3901.184326
	Iteration 18Q: 3 clusters Score -1.702266e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 148274 members 
Entering Unmasked Estep 
Score: -17023222.000000 Penalty: 3901.184326
	Iteration 19Q: 3 clusters Score -1.702322e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -17023510.000000 Penalty: 3901.184326
	Iteration 20F: 3 clusters Score -1.702351e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -17023766.000000 Penalty: 3901.184326
	Iteration 21Q: 3 clusters Score -1.702377e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -17024036.000000 Penalty: 3901.184326
	Iteration 22Q: 3 clusters Score -1.702404e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 155232 members 
Entering Unmasked Estep 
Score: -17024226.000000 Penalty: 3901.184326
	Iteration 23Q: 3 clusters Score -1.702423e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -17024370.000000 Penalty: 3901.184326
	Iteration 24Q: 3 clusters Score -1.702437e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -17024506.000000 Penalty: 3901.184326
	Iteration 25Q: 3 clusters Score -1.702451e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -17024594.000000 Penalty: 3901.184326
	Iteration 26Q: 3 clusters Score -1.702459e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -17024642.000000 Penalty: 3901.184326
	Iteration 27Q: 3 clusters Score -1.702464e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -17024746.000000 Penalty: 3901.184326
	Iteration 28Q: 3 clusters Score -1.702475e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 160111 members 
Entering Unmasked Estep 
Score: -17024876.000000 Penalty: 3901.184326
	Iteration 29Q: 3 clusters Score -1.702488e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -17024922.000000 Penalty: 3901.184326
	Iteration 30Q: 3 clusters Score -1.702492e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -17024968.000000 Penalty: 3901.184326
	Iteration 31Q: 3 clusters Score -1.702497e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 161003 members 
Entering Unmasked Estep 
Score: -17025004.000000 Penalty: 3901.184326
	Iteration 32Q: 3 clusters Score -1.7025e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 161184 members 
Entering Unmasked Estep 
Score: -17025030.000000 Penalty: 3901.184326
	Iteration 33Q: 3 clusters Score -1.702503e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -17025066.000000 Penalty: 3901.184326
	Iteration 34Q: 3 clusters Score -1.702507e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -17025076.000000 Penalty: 3901.184326
	Iteration 35Q: 3 clusters Score -1.702508e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 161517 members 
Entering Unmasked Estep 
Score: -17025088.000000 Penalty: 3901.184326
	Iteration 36Q: 3 clusters Score -1.702509e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 161587 members 
Entering Unmasked Estep 
Score: -17025088.000000 Penalty: 3901.184326
	Iteration 37Q: 3 clusters Score -1.702509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 161670 members 
Entering Unmasked Estep 
Score: -17025132.000000 Penalty: 3901.184326
	Iteration 38Q: 3 clusters Score -1.702513e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -17025168.000000 Penalty: 3901.184326
	Iteration 39Q: 3 clusters Score -1.702517e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -17025170.000000 Penalty: 3901.184326
	Iteration 40F: 3 clusters Score -1.702517e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -17025160.000000 Penalty: 3901.184326
	Iteration 41Q: 3 clusters Score -1.702516e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 161869 members 
Entering Unmasked Estep 
Score: -17025148.000000 Penalty: 3901.184326
	Iteration 42Q: 3 clusters Score -1.702515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 161895 members 
Entering Unmasked Estep 
Score: -17025166.000000 Penalty: 3901.184326
	Iteration 43Q: 3 clusters Score -1.702517e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -17025180.000000 Penalty: 3901.184326
	Iteration 44Q: 3 clusters Score -1.702518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
Score: -17025178.000000 Penalty: 3901.184326
	Iteration 45Q: 3 clusters Score -1.702518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -17025174.000000 Penalty: 3901.184326
	Iteration 46Q: 3 clusters Score -1.702517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -17025196.000000 Penalty: 3901.184326
	Iteration 47Q: 3 clusters Score -1.70252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -17025196.000000 Penalty: 3901.184326
	Iteration 48Q: 3 clusters Score -1.70252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -17025170.000000 Penalty: 3901.184326
	Iteration 49Q: 3 clusters Score -1.702517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 162030 members 
Entering Unmasked Estep 
Score: -17025166.000000 Penalty: 3901.184326
	Iteration 50Q: 3 clusters Score -1.702517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -17025188.000000 Penalty: 3901.184326
	Iteration 51Q: 3 clusters Score -1.702519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -17025186.000000 Penalty: 3901.184326
	Iteration 52Q: 3 clusters Score -1.702519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -17025186.000000 Penalty: 3901.184326
	Iteration 53Q: 3 clusters Score -1.702519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 162092 members 
Entering Unmasked Estep 
Score: -17025202.000000 Penalty: 3901.184326
	Iteration 54Q: 3 clusters Score -1.70252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -17025220.000000 Penalty: 3901.184326
	Iteration 55Q: 3 clusters Score -1.702522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 162123 members 
Entering Unmasked Estep 
Score: -17025222.000000 Penalty: 3901.184326
	Iteration 56Q: 3 clusters Score -1.702522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -17025218.000000 Penalty: 3901.184326
	Iteration 57Q: 3 clusters Score -1.702522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -17025226.000000 Penalty: 3901.184326
	Iteration 58Q: 3 clusters Score -1.702523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -17025242.000000 Penalty: 3901.184326
	Iteration 59Q: 3 clusters Score -1.702524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 162188 members 
Entering Unmasked Estep 
Score: -17025230.000000 Penalty: 3901.184326
	Iteration 60F: 3 clusters Score -1.702523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -17025230.000000 Penalty: 3901.184326
	Iteration 61Q: 3 clusters Score -1.702523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -17025222.000000 Penalty: 3901.184326
	Iteration 62Q: 3 clusters Score -1.702522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -17025228.000000 Penalty: 3901.184326
	Iteration 63Q: 3 clusters Score -1.702523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -17025218.000000 Penalty: 3901.184326
	Iteration 64Q: 3 clusters Score -1.702522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 162227 members 
Entering Unmasked Estep 
Score: -17025208.000000 Penalty: 3901.184326
	Iteration 65Q: 3 clusters Score -1.702521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -17025216.000000 Penalty: 3901.184326
	Iteration 66Q: 3 clusters Score -1.702522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 162233 members 
Entering Unmasked Estep 
Score: -17025216.000000 Penalty: 3901.184326
	Iteration 67Q: 3 clusters Score -1.702522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -17025208.000000 Penalty: 3901.184326
	Iteration 68Q: 3 clusters Score -1.702521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 162243 members 
Entering Unmasked Estep 
Score: -17025214.000000 Penalty: 3901.184326
	Iteration 69Q: 3 clusters Score -1.702521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 162248 members 
Entering Unmasked Estep 
Score: -17025204.000000 Penalty: 3901.184326
	Iteration 70Q: 3 clusters Score -1.70252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -17025208.000000 Penalty: 3901.184326
	Iteration 71Q: 3 clusters Score -1.702521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
Score: -17025214.000000 Penalty: 3901.184326
	Iteration 72Q: 3 clusters Score -1.702521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -17025228.000000 Penalty: 3901.184326
	Iteration 73Q: 3 clusters Score -1.702523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -17025232.000000 Penalty: 3901.184326
	Iteration 74Q: 3 clusters Score -1.702523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -17025216.000000 Penalty: 3901.184326
	Iteration 75Q: 3 clusters Score -1.702522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 162275 members 
Entering Unmasked Estep 
Score: -17025218.000000 Penalty: 3901.184326
	Iteration 76Q: 3 clusters Score -1.702522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -17025216.000000 Penalty: 3901.184326
	Iteration 77Q: 3 clusters Score -1.702522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -17025216.000000 Penalty: 3901.184326
	Iteration 78F: 3 clusters Score -1.702522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Entering Unmasked Estep 
Score: -1544124.125000 Penalty: 1564.260376
	Iteration 0F: 2 clusters Score -1544124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1533652.250000 Penalty: 3128.520752
	Iteration 0F: 3 clusters Score -1533652 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1537451.500000 Penalty: 3128.520752
	Iteration 1F: 3 clusters Score -1537452 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1538058.250000 Penalty: 3128.520752
	Iteration 2F: 3 clusters Score -1538058 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1538970.875000 Penalty: 3128.520752
	Iteration 3F: 3 clusters Score -1538971 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1540417.375000 Penalty: 3128.520752
	Iteration 4F: 3 clusters Score -1540417 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1542161.000000 Penalty: 3128.520752
	Iteration 5F: 3 clusters Score -1542161 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1543626.625000 Penalty: 3128.520752
	Iteration 6F: 3 clusters Score -1543627 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1544555.250000 Penalty: 3128.520752
	Iteration 7F: 3 clusters Score -1544555 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1544978.625000 Penalty: 3128.520752
	Iteration 8Q: 3 clusters Score -1544979 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1545163.500000 Penalty: 3128.520752
	Iteration 9Q: 3 clusters Score -1545164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1545258.750000 Penalty: 3128.520752
	Iteration 10Q: 3 clusters Score -1545259 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1545290.625000 Penalty: 3128.520752
	Iteration 11Q: 3 clusters Score -1545291 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1545318.250000 Penalty: 3128.520752
	Iteration 12Q: 3 clusters Score -1545318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1545332.250000 Penalty: 3128.520752
	Iteration 13Q: 3 clusters Score -1545332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1545339.875000 Penalty: 3128.520752
	Iteration 14Q: 3 clusters Score -1545340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1545348.125000 Penalty: 3128.520752
	Iteration 15Q: 3 clusters Score -1545348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1545362.000000 Penalty: 3128.520752
	Iteration 16Q: 3 clusters Score -1545362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1545365.000000 Penalty: 3128.520752
	Iteration 17Q: 3 clusters Score -1545365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1545370.625000 Penalty: 3128.520752
	Iteration 18Q: 3 clusters Score -1545371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1545372.625000 Penalty: 3128.520752
	Iteration 19Q: 3 clusters Score -1545373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1545375.500000 Penalty: 3128.520752
	Iteration 20F: 3 clusters Score -1545376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1545376.625000 Penalty: 3128.520752
	Iteration 21Q: 3 clusters Score -1545377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1545376.875000 Penalty: 3128.520752
	Iteration 22Q: 3 clusters Score -1545377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1545378.125000 Penalty: 3128.520752
	Iteration 23Q: 3 clusters Score -1545378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1545382.375000 Penalty: 3128.520752
	Iteration 24Q: 3 clusters Score -1545382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1545382.875000 Penalty: 3128.520752
	Iteration 25Q: 3 clusters Score -1545383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1545382.625000 Penalty: 3128.520752
	Iteration 26Q: 3 clusters Score -1545383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1545382.875000 Penalty: 3128.520752
	Iteration 27Q: 3 clusters Score -1545383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1545381.875000 Penalty: 3128.520752
	Iteration 28Q: 3 clusters Score -1545382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1545383.250000 Penalty: 3128.520752
	Iteration 29Q: 3 clusters Score -1545383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1545383.250000 Penalty: 3128.520752
	Iteration 30Q: 3 clusters Score -1545383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1545385.250000 Penalty: 3128.520752
	Iteration 31Q: 3 clusters Score -1545385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1545385.375000 Penalty: 3128.520752
	Iteration 32Q: 3 clusters Score -1545385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1545385.750000 Penalty: 3128.520752
	Iteration 33Q: 3 clusters Score -1545386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1545387.750000 Penalty: 3128.520752
	Iteration 34Q: 3 clusters Score -1545388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1545386.375000 Penalty: 3128.520752
	Iteration 35Q: 3 clusters Score -1545386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1545386.250000 Penalty: 3128.520752
	Iteration 36Q: 3 clusters Score -1545386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1545387.000000 Penalty: 3128.520752
	Iteration 37Q: 3 clusters Score -1545387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1545387.000000 Penalty: 3128.520752
	Iteration 38F: 3 clusters Score -1545387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Entering Unmasked Estep 
Score: -153955792.000000 Penalty: 87957.890625
Splitting cluster 21 changes total score from -153942832.000000 to -153955792.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -443945.218750 Penalty: 1371.620972
	Iteration 0F: 2 clusters Score -443945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -440243.687500 Penalty: 2743.241943
	Iteration 0F: 3 clusters Score -440243.7 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -441363.750000 Penalty: 2743.241943
	Iteration 1F: 3 clusters Score -441363.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -441696.406250 Penalty: 2743.241943
	Iteration 2F: 3 clusters Score -441696.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -441915.781250 Penalty: 2743.241943
	Iteration 3F: 3 clusters Score -441915.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -442088.218750 Penalty: 2743.241943
	Iteration 4F: 3 clusters Score -442088.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -442271.750000 Penalty: 2743.241943
	Iteration 5F: 3 clusters Score -442271.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -442448.562500 Penalty: 2743.241943
	Iteration 6Q: 3 clusters Score -442448.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -442645.187500 Penalty: 2743.241943
	Iteration 7Q: 3 clusters Score -442645.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -442824.218750 Penalty: 2743.241943
	Iteration 8Q: 3 clusters Score -442824.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -442965.656250 Penalty: 2743.241943
	Iteration 9Q: 3 clusters Score -442965.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -443071.468750 Penalty: 2743.241943
	Iteration 10Q: 3 clusters Score -443071.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -443147.031250 Penalty: 2743.241943
	Iteration 11Q: 3 clusters Score -443147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -443209.468750 Penalty: 2743.241943
	Iteration 12Q: 3 clusters Score -443209.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443252.062500 Penalty: 2743.241943
	Iteration 13Q: 3 clusters Score -443252.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -443308.843750 Penalty: 2743.241943
	Iteration 14Q: 3 clusters Score -443308.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -443344.906250 Penalty: 2743.241943
	Iteration 15Q: 3 clusters Score -443344.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -443383.250000 Penalty: 2743.241943
	Iteration 16Q: 3 clusters Score -443383.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -443418.281250 Penalty: 2743.241943
	Iteration 17Q: 3 clusters Score -443418.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -443436.468750 Penalty: 2743.241943
	Iteration 18Q: 3 clusters Score -443436.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -443451.406250 Penalty: 2743.241943
	Iteration 19Q: 3 clusters Score -443451.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -443468.500000 Penalty: 2743.241943
	Iteration 20F: 3 clusters Score -443468.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -443480.375000 Penalty: 2743.241943
	Iteration 21Q: 3 clusters Score -443480.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -443487.750000 Penalty: 2743.241943
	Iteration 22Q: 3 clusters Score -443487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -443492.812500 Penalty: 2743.241943
	Iteration 23Q: 3 clusters Score -443492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -443497.468750 Penalty: 2743.241943
	Iteration 24Q: 3 clusters Score -443497.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -443501.687500 Penalty: 2743.241943
	Iteration 25Q: 3 clusters Score -443501.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -443509.500000 Penalty: 2743.241943
	Iteration 26Q: 3 clusters Score -443509.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -443520.468750 Penalty: 2743.241943
	Iteration 27Q: 3 clusters Score -443520.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -443534.562500 Penalty: 2743.241943
	Iteration 28Q: 3 clusters Score -443534.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -443545.593750 Penalty: 2743.241943
	Iteration 29Q: 3 clusters Score -443545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -443561.187500 Penalty: 2743.241943
	Iteration 30Q: 3 clusters Score -443561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -443573.187500 Penalty: 2743.241943
	Iteration 31Q: 3 clusters Score -443573.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -443583.968750 Penalty: 2743.241943
	Iteration 32Q: 3 clusters Score -443584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -443590.968750 Penalty: 2743.241943
	Iteration 33Q: 3 clusters Score -443591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -443595.968750 Penalty: 2743.241943
	Iteration 34Q: 3 clusters Score -443596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -443600.437500 Penalty: 2743.241943
	Iteration 35Q: 3 clusters Score -443600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -443602.312500 Penalty: 2743.241943
	Iteration 36Q: 3 clusters Score -443602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -443603.562500 Penalty: 2743.241943
	Iteration 37Q: 3 clusters Score -443603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -443606.781250 Penalty: 2743.241943
	Iteration 38Q: 3 clusters Score -443606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -443609.375000 Penalty: 2743.241943
	Iteration 39Q: 3 clusters Score -443609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -443611.250000 Penalty: 2743.241943
	Iteration 40F: 3 clusters Score -443611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -443612.375000 Penalty: 2743.241943
	Iteration 41Q: 3 clusters Score -443612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -443613.093750 Penalty: 2743.241943
	Iteration 42Q: 3 clusters Score -443613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -443613.093750 Penalty: 2743.241943
	Iteration 43F: 3 clusters Score -443613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -361755.281250 Penalty: 1344.251221
	Iteration 0F: 2 clusters Score -361755.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -358492.281250 Penalty: 2688.502441
	Iteration 0F: 3 clusters Score -358492.3 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -359776.468750 Penalty: 2688.502441
	Iteration 1F: 3 clusters Score -359776.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -360540.093750 Penalty: 2688.502441
	Iteration 2F: 3 clusters Score -360540.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -361230.156250 Penalty: 2688.502441
	Iteration 3F: 3 clusters Score -361230.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -361601.375000 Penalty: 2688.502441
	Iteration 4F: 3 clusters Score -361601.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -361758.218750 Penalty: 2688.502441
	Iteration 5Q: 3 clusters Score -361758.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -361903.593750 Penalty: 2688.502441
	Iteration 6Q: 3 clusters Score -361903.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -362061.750000 Penalty: 2688.502441
	Iteration 7Q: 3 clusters Score -362061.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -362217.125000 Penalty: 2688.502441
	Iteration 8Q: 3 clusters Score -362217.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -362306.062500 Penalty: 2688.502441
	Iteration 9Q: 3 clusters Score -362306.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -362339.281250 Penalty: 2688.502441
	Iteration 10Q: 3 clusters Score -362339.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -362354.125000 Penalty: 2688.502441
	Iteration 11Q: 3 clusters Score -362354.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -362367.531250 Penalty: 2688.502441
	Iteration 12Q: 3 clusters Score -362367.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -362378.937500 Penalty: 2688.502441
	Iteration 13Q: 3 clusters Score -362378.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -362392.093750 Penalty: 2688.502441
	Iteration 14Q: 3 clusters Score -362392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -362410.843750 Penalty: 2688.502441
	Iteration 15Q: 3 clusters Score -362410.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -362431.187500 Penalty: 2688.502441
	Iteration 16Q: 3 clusters Score -362431.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -362445.375000 Penalty: 2688.502441
	Iteration 17Q: 3 clusters Score -362445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -362452.781250 Penalty: 2688.502441
	Iteration 18Q: 3 clusters Score -362452.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -362462.031250 Penalty: 2688.502441
	Iteration 19Q: 3 clusters Score -362462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -362475.468750 Penalty: 2688.502441
	Iteration 20F: 3 clusters Score -362475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -362483.125000 Penalty: 2688.502441
	Iteration 21Q: 3 clusters Score -362483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -362488.906250 Penalty: 2688.502441
	Iteration 22Q: 3 clusters Score -362488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -362492.812500 Penalty: 2688.502441
	Iteration 23Q: 3 clusters Score -362492.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -362495.687500 Penalty: 2688.502441
	Iteration 24Q: 3 clusters Score -362495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -362498.437500 Penalty: 2688.502441
	Iteration 25Q: 3 clusters Score -362498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -362499.218750 Penalty: 2688.502441
	Iteration 26Q: 3 clusters Score -362499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -362499.406250 Penalty: 2688.502441
	Iteration 27Q: 3 clusters Score -362499.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -362499.406250 Penalty: 2688.502441
	Iteration 28F: 3 clusters Score -362499.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 190421 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Entering Unmasked Estep 
Score: -153956272.000000 Penalty: 90272.570312
Splitting cluster 23 changes total score from -153942832.000000 to -153956272.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (190421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190421 members 
Entering Unmasked Estep 
Score: -19756862.000000 Penalty: 1975.511353
	Iteration 0F: 2 clusters Score -1.975686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -19638030.000000 Penalty: 3951.022705
	Iteration 0F: 3 clusters Score -1.963803e+07 nChanged 92107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -19697778.000000 Penalty: 3951.022705
	Iteration 1F: 3 clusters Score -1.969778e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -19705380.000000 Penalty: 3951.022705
	Iteration 2F: 3 clusters Score -1.970538e+07 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -19716216.000000 Penalty: 3951.022705
	Iteration 3F: 3 clusters Score -1.971622e+07 nChanged 16502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -19728422.000000 Penalty: 3951.022705
	Iteration 4F: 3 clusters Score -1.972842e+07 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 135519 members 
Entering Unmasked Estep 
Score: -19739422.000000 Penalty: 3951.022705
	Iteration 5F: 3 clusters Score -1.973942e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 145035 members 
Entering Unmasked Estep 
Score: -19747998.000000 Penalty: 3951.022705
	Iteration 6F: 3 clusters Score -1.9748e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -19754582.000000 Penalty: 3951.022705
	Iteration 7Q: 3 clusters Score -1.975458e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -19758490.000000 Penalty: 3951.022705
	Iteration 8Q: 3 clusters Score -1.975849e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -19760812.000000 Penalty: 3951.022705
	Iteration 9Q: 3 clusters Score -1.976081e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -19762402.000000 Penalty: 3951.022705
	Iteration 10Q: 3 clusters Score -1.97624e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -19763456.000000 Penalty: 3951.022705
	Iteration 11Q: 3 clusters Score -1.976346e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -19764326.000000 Penalty: 3951.022705
	Iteration 12Q: 3 clusters Score -1.976433e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -19764904.000000 Penalty: 3951.022705
	Iteration 13Q: 3 clusters Score -1.97649e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 176613 members 
Entering Unmasked Estep 
Score: -19765214.000000 Penalty: 3951.022705
	Iteration 14Q: 3 clusters Score -1.976521e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -19765400.000000 Penalty: 3951.022705
	Iteration 15Q: 3 clusters Score -1.97654e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 178310 members 
Entering Unmasked Estep 
Score: -19765506.000000 Penalty: 3951.022705
	Iteration 16Q: 3 clusters Score -1.976551e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -19765538.000000 Penalty: 3951.022705
	Iteration 17Q: 3 clusters Score -1.976554e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 179360 members 
Entering Unmasked Estep 
Score: -19765538.000000 Penalty: 3951.022705
	Iteration 18Q: 3 clusters Score -1.976554e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -19765582.000000 Penalty: 3951.022705
	Iteration 19Q: 3 clusters Score -1.976558e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -19765616.000000 Penalty: 3951.022705
	Iteration 20F: 3 clusters Score -1.976562e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -19765602.000000 Penalty: 3951.022705
	Iteration 21Q: 3 clusters Score -1.97656e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 180435 members 
Entering Unmasked Estep 
Score: -19765576.000000 Penalty: 3951.022705
	Iteration 22Q: 3 clusters Score -1.976558e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 180591 members 
Entering Unmasked Estep 
Score: -19765576.000000 Penalty: 3951.022705
	Iteration 23Q: 3 clusters Score -1.976558e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 180701 members 
Entering Unmasked Estep 
Score: -19765620.000000 Penalty: 3951.022705
	Iteration 24Q: 3 clusters Score -1.976562e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 180809 members 
Entering Unmasked Estep 
Score: -19765632.000000 Penalty: 3951.022705
	Iteration 25Q: 3 clusters Score -1.976563e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 180900 members 
Entering Unmasked Estep 
Score: -19765666.000000 Penalty: 3951.022705
	Iteration 26Q: 3 clusters Score -1.976567e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -19765698.000000 Penalty: 3951.022705
	Iteration 27Q: 3 clusters Score -1.97657e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 181053 members 
Entering Unmasked Estep 
Score: -19765690.000000 Penalty: 3951.022705
	Iteration 28Q: 3 clusters Score -1.976569e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -19765734.000000 Penalty: 3951.022705
	Iteration 29Q: 3 clusters Score -1.976573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 181168 members 
Entering Unmasked Estep 
Score: -19765728.000000 Penalty: 3951.022705
	Iteration 30Q: 3 clusters Score -1.976573e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 181220 members 
Entering Unmasked Estep 
Score: -19765746.000000 Penalty: 3951.022705
	Iteration 31Q: 3 clusters Score -1.976575e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 181254 members 
Entering Unmasked Estep 
Score: -19765750.000000 Penalty: 3951.022705
	Iteration 32Q: 3 clusters Score -1.976575e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 181303 members 
Entering Unmasked Estep 
Score: -19765760.000000 Penalty: 3951.022705
	Iteration 33Q: 3 clusters Score -1.976576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 181342 members 
Entering Unmasked Estep 
Score: -19765738.000000 Penalty: 3951.022705
	Iteration 34Q: 3 clusters Score -1.976574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 181366 members 
Entering Unmasked Estep 
Score: -19765758.000000 Penalty: 3951.022705
	Iteration 35Q: 3 clusters Score -1.976576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -19765744.000000 Penalty: 3951.022705
	Iteration 36Q: 3 clusters Score -1.976574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 181412 members 
Entering Unmasked Estep 
Score: -19765782.000000 Penalty: 3951.022705
	Iteration 37Q: 3 clusters Score -1.976578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 181423 members 
Entering Unmasked Estep 
Score: -19765778.000000 Penalty: 3951.022705
	Iteration 38Q: 3 clusters Score -1.976578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 181439 members 
Entering Unmasked Estep 
Score: -19765766.000000 Penalty: 3951.022705
	Iteration 39Q: 3 clusters Score -1.976577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 181452 members 
Entering Unmasked Estep 
Score: -19765740.000000 Penalty: 3951.022705
	Iteration 40F: 3 clusters Score -1.976574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 181468 members 
Entering Unmasked Estep 
Score: -19765738.000000 Penalty: 3951.022705
	Iteration 41Q: 3 clusters Score -1.976574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 181488 members 
Entering Unmasked Estep 
Score: -19765730.000000 Penalty: 3951.022705
	Iteration 42Q: 3 clusters Score -1.976573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 181504 members 
Entering Unmasked Estep 
Score: -19765750.000000 Penalty: 3951.022705
	Iteration 43Q: 3 clusters Score -1.976575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 181519 members 
Entering Unmasked Estep 
Score: -19765764.000000 Penalty: 3951.022705
	Iteration 44Q: 3 clusters Score -1.976576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 181532 members 
Entering Unmasked Estep 
Score: -19765766.000000 Penalty: 3951.022705
	Iteration 45Q: 3 clusters Score -1.976577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -19765766.000000 Penalty: 3951.022705
	Iteration 46Q: 3 clusters Score -1.976577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 181579 members 
Entering Unmasked Estep 
Score: -19765764.000000 Penalty: 3951.022705
	Iteration 47Q: 3 clusters Score -1.976576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 181601 members 
Entering Unmasked Estep 
Score: -19765766.000000 Penalty: 3951.022705
	Iteration 48Q: 3 clusters Score -1.976577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 181611 members 
Entering Unmasked Estep 
Score: -19765804.000000 Penalty: 3951.022705
	Iteration 49Q: 3 clusters Score -1.97658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 181629 members 
Entering Unmasked Estep 
Score: -19765802.000000 Penalty: 3951.022705
	Iteration 50Q: 3 clusters Score -1.97658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -19765806.000000 Penalty: 3951.022705
	Iteration 51Q: 3 clusters Score -1.976581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 181661 members 
Entering Unmasked Estep 
Score: -19765822.000000 Penalty: 3951.022705
	Iteration 52Q: 3 clusters Score -1.976582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 181678 members 
Entering Unmasked Estep 
Score: -19765808.000000 Penalty: 3951.022705
	Iteration 53Q: 3 clusters Score -1.976581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 181691 members 
Entering Unmasked Estep 
Score: -19765796.000000 Penalty: 3951.022705
	Iteration 54Q: 3 clusters Score -1.97658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 181706 members 
Entering Unmasked Estep 
Score: -19765794.000000 Penalty: 3951.022705
	Iteration 55Q: 3 clusters Score -1.976579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 181715 members 
Entering Unmasked Estep 
Score: -19765784.000000 Penalty: 3951.022705
	Iteration 56Q: 3 clusters Score -1.976578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 181715 members 
Entering Unmasked Estep 
Score: -19765796.000000 Penalty: 3951.022705
	Iteration 57Q: 3 clusters Score -1.97658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 181714 members 
Entering Unmasked Estep 
Score: -19765788.000000 Penalty: 3951.022705
	Iteration 58Q: 3 clusters Score -1.976579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 181717 members 
Entering Unmasked Estep 
Score: -19765776.000000 Penalty: 3951.022705
	Iteration 59Q: 3 clusters Score -1.976578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 181724 members 
Entering Unmasked Estep 
Score: -19765794.000000 Penalty: 3951.022705
	Iteration 60F: 3 clusters Score -1.976579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 181730 members 
Entering Unmasked Estep 
Score: -19765800.000000 Penalty: 3951.022705
	Iteration 61Q: 3 clusters Score -1.97658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 181730 members 
Entering Unmasked Estep 
Score: -19765800.000000 Penalty: 3951.022705
	Iteration 62Q: 3 clusters Score -1.97658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 181730 members 
Entering Unmasked Estep 
Score: -19765806.000000 Penalty: 3951.022705
	Iteration 63Q: 3 clusters Score -1.976581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 181731 members 
Entering Unmasked Estep 
Score: -19765810.000000 Penalty: 3951.022705
	Iteration 64Q: 3 clusters Score -1.976581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 181734 members 
Entering Unmasked Estep 
Score: -19765804.000000 Penalty: 3951.022705
	Iteration 65Q: 3 clusters Score -1.97658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 181738 members 
Entering Unmasked Estep 
Score: -19765814.000000 Penalty: 3951.022705
	Iteration 66Q: 3 clusters Score -1.976581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 181741 members 
Entering Unmasked Estep 
Score: -19765800.000000 Penalty: 3951.022705
	Iteration 67Q: 3 clusters Score -1.97658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -19765812.000000 Penalty: 3951.022705
	Iteration 68Q: 3 clusters Score -1.976581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 181744 members 
Entering Unmasked Estep 
Score: -19765816.000000 Penalty: 3951.022705
	Iteration 69Q: 3 clusters Score -1.976582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 181744 members 
Entering Unmasked Estep 
Score: -19765816.000000 Penalty: 3951.022705
	Iteration 70F: 3 clusters Score -1.976582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Mstep: Class 40 contains 181744 members 
Entering Unmasked Estep 
Score: -153966256.000000 Penalty: 92587.257812
Splitting cluster 24 changes total score from -153942832.000000 to -153966256.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (12970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Entering Unmasked Estep 
Score: -1292145.125000 Penalty: 1538.939087
	Iteration 0F: 2 clusters Score -1292145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1283059.500000 Penalty: 3077.878174
	Iteration 0F: 3 clusters Score -1283060 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1286581.000000 Penalty: 3077.878174
	Iteration 1F: 3 clusters Score -1286581 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1287485.000000 Penalty: 3077.878174
	Iteration 2F: 3 clusters Score -1287485 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1288538.875000 Penalty: 3077.878174
	Iteration 3F: 3 clusters Score -1288539 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1289306.125000 Penalty: 3077.878174
	Iteration 4F: 3 clusters Score -1289306 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1289891.750000 Penalty: 3077.878174
	Iteration 5F: 3 clusters Score -1289892 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1290370.125000 Penalty: 3077.878174
	Iteration 6F: 3 clusters Score -1290370 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1290774.250000 Penalty: 3077.878174
	Iteration 7Q: 3 clusters Score -1290774 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1291054.125000 Penalty: 3077.878174
	Iteration 8Q: 3 clusters Score -1291054 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1291284.750000 Penalty: 3077.878174
	Iteration 9Q: 3 clusters Score -1291285 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1291463.125000 Penalty: 3077.878174
	Iteration 10Q: 3 clusters Score -1291463 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1291585.500000 Penalty: 3077.878174
	Iteration 11Q: 3 clusters Score -1291586 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1291680.750000 Penalty: 3077.878174
	Iteration 12Q: 3 clusters Score -1291681 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1291763.625000 Penalty: 3077.878174
	Iteration 13Q: 3 clusters Score -1291764 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1291834.750000 Penalty: 3077.878174
	Iteration 14Q: 3 clusters Score -1291835 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1291915.000000 Penalty: 3077.878174
	Iteration 15Q: 3 clusters Score -1291915 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1291986.625000 Penalty: 3077.878174
	Iteration 16Q: 3 clusters Score -1291987 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1292049.125000 Penalty: 3077.878174
	Iteration 17Q: 3 clusters Score -1292049 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1292118.000000 Penalty: 3077.878174
	Iteration 18Q: 3 clusters Score -1292118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1292181.500000 Penalty: 3077.878174
	Iteration 19Q: 3 clusters Score -1292182 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1292263.125000 Penalty: 3077.878174
	Iteration 20F: 3 clusters Score -1292263 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1292346.625000 Penalty: 3077.878174
	Iteration 21Q: 3 clusters Score -1292347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1292449.375000 Penalty: 3077.878174
	Iteration 22Q: 3 clusters Score -1292449 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1292568.500000 Penalty: 3077.878174
	Iteration 23Q: 3 clusters Score -1292568 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1292661.750000 Penalty: 3077.878174
	Iteration 24Q: 3 clusters Score -1292662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1292745.500000 Penalty: 3077.878174
	Iteration 25Q: 3 clusters Score -1292746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1292799.875000 Penalty: 3077.878174
	Iteration 26Q: 3 clusters Score -1292800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1292840.750000 Penalty: 3077.878174
	Iteration 27Q: 3 clusters Score -1292841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1292879.000000 Penalty: 3077.878174
	Iteration 28Q: 3 clusters Score -1292879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1292910.875000 Penalty: 3077.878174
	Iteration 29Q: 3 clusters Score -1292911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1292943.750000 Penalty: 3077.878174
	Iteration 30Q: 3 clusters Score -1292944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1292978.500000 Penalty: 3077.878174
	Iteration 31Q: 3 clusters Score -1292978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1293007.625000 Penalty: 3077.878174
	Iteration 32Q: 3 clusters Score -1293008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1293026.750000 Penalty: 3077.878174
	Iteration 33Q: 3 clusters Score -1293027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1293030.875000 Penalty: 3077.878174
	Iteration 34Q: 3 clusters Score -1293031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1293033.500000 Penalty: 3077.878174
	Iteration 35Q: 3 clusters Score -1293034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1293037.000000 Penalty: 3077.878174
	Iteration 36Q: 3 clusters Score -1293037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1293036.250000 Penalty: 3077.878174
	Iteration 37Q: 3 clusters Score -1293036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1293035.250000 Penalty: 3077.878174
	Iteration 38Q: 3 clusters Score -1293035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1293040.625000 Penalty: 3077.878174
	Iteration 39Q: 3 clusters Score -1293041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1293040.625000 Penalty: 3077.878174
	Iteration 40F: 3 clusters Score -1293041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Mstep: Class 40 contains 181744 members 
Mstep: Class 41 contains 1228 members 
Entering Unmasked Estep 
Score: -153966272.000000 Penalty: 94901.937500
Splitting cluster 25 changes total score from -153942832.000000 to -153966272.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (13338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Entering Unmasked Estep 
Score: -1324125.125000 Penalty: 1543.485474
	Iteration 0F: 2 clusters Score -1324125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1314871.000000 Penalty: 3086.970947
	Iteration 0F: 3 clusters Score -1314871 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1318228.750000 Penalty: 3086.970947
	Iteration 1F: 3 clusters Score -1318229 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1319238.625000 Penalty: 3086.970947
	Iteration 2F: 3 clusters Score -1319239 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1320579.750000 Penalty: 3086.970947
	Iteration 3F: 3 clusters Score -1320580 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1322015.500000 Penalty: 3086.970947
	Iteration 4F: 3 clusters Score -1322016 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1323483.125000 Penalty: 3086.970947
	Iteration 5F: 3 clusters Score -1323483 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1324660.625000 Penalty: 3086.970947
	Iteration 6F: 3 clusters Score -1324661 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1325406.625000 Penalty: 3086.970947
	Iteration 7F: 3 clusters Score -1325407 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1325912.625000 Penalty: 3086.970947
	Iteration 8Q: 3 clusters Score -1325913 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1326082.625000 Penalty: 3086.970947
	Iteration 9Q: 3 clusters Score -1326083 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1326136.375000 Penalty: 3086.970947
	Iteration 10Q: 3 clusters Score -1326136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1326162.500000 Penalty: 3086.970947
	Iteration 11Q: 3 clusters Score -1326162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1326176.125000 Penalty: 3086.970947
	Iteration 12Q: 3 clusters Score -1326176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1326184.250000 Penalty: 3086.970947
	Iteration 13Q: 3 clusters Score -1326184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1326188.250000 Penalty: 3086.970947
	Iteration 14Q: 3 clusters Score -1326188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1326192.000000 Penalty: 3086.970947
	Iteration 15Q: 3 clusters Score -1326192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1326194.750000 Penalty: 3086.970947
	Iteration 16Q: 3 clusters Score -1326195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1326194.250000 Penalty: 3086.970947
	Iteration 17Q: 3 clusters Score -1326194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1326196.125000 Penalty: 3086.970947
	Iteration 18Q: 3 clusters Score -1326196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1326192.875000 Penalty: 3086.970947
	Iteration 19Q: 3 clusters Score -1326193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1326194.125000 Penalty: 3086.970947
	Iteration 20F: 3 clusters Score -1326194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 23971 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Mstep: Class 40 contains 181744 members 
Mstep: Class 41 contains 1228 members 
Mstep: Class 42 contains 8613 members 
Entering Unmasked Estep 
Score: -153967472.000000 Penalty: 97216.617188
Splitting cluster 26 changes total score from -153942832.000000 to -153967472.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 27 (23971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Entering Unmasked Estep 
Score: -2236963.250000 Penalty: 1638.747559
	Iteration 0F: 2 clusters Score -2236963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2220699.000000 Penalty: 3277.495117
	Iteration 0F: 3 clusters Score -2220699 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2227427.000000 Penalty: 3277.495117
	Iteration 1F: 3 clusters Score -2227427 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2228935.750000 Penalty: 3277.495117
	Iteration 2F: 3 clusters Score -2228936 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2231255.500000 Penalty: 3277.495117
	Iteration 3F: 3 clusters Score -2231256 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2233368.000000 Penalty: 3277.495117
	Iteration 4F: 3 clusters Score -2233368 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2234867.750000 Penalty: 3277.495117
	Iteration 5F: 3 clusters Score -2234868 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2236074.500000 Penalty: 3277.495117
	Iteration 6F: 3 clusters Score -2236074 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2237163.500000 Penalty: 3277.495117
	Iteration 7F: 3 clusters Score -2237164 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2238066.000000 Penalty: 3277.495117
	Iteration 8F: 3 clusters Score -2238066 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2238902.750000 Penalty: 3277.495117
	Iteration 9Q: 3 clusters Score -2238903 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2239655.000000 Penalty: 3277.495117
	Iteration 10Q: 3 clusters Score -2239655 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2240297.500000 Penalty: 3277.495117
	Iteration 11Q: 3 clusters Score -2240298 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2240754.500000 Penalty: 3277.495117
	Iteration 12Q: 3 clusters Score -2240754 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2241038.500000 Penalty: 3277.495117
	Iteration 13Q: 3 clusters Score -2241038 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2241265.750000 Penalty: 3277.495117
	Iteration 14Q: 3 clusters Score -2241266 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2241400.000000 Penalty: 3277.495117
	Iteration 15Q: 3 clusters Score -2241400 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2241492.250000 Penalty: 3277.495117
	Iteration 16Q: 3 clusters Score -2241492 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2241585.250000 Penalty: 3277.495117
	Iteration 17Q: 3 clusters Score -2241585 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2241680.000000 Penalty: 3277.495117
	Iteration 18Q: 3 clusters Score -2241680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2241772.000000 Penalty: 3277.495117
	Iteration 19Q: 3 clusters Score -2241772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2241848.250000 Penalty: 3277.495117
	Iteration 20F: 3 clusters Score -2241848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2241925.000000 Penalty: 3277.495117
	Iteration 21Q: 3 clusters Score -2241925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2241990.750000 Penalty: 3277.495117
	Iteration 22Q: 3 clusters Score -2241991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2242059.000000 Penalty: 3277.495117
	Iteration 23Q: 3 clusters Score -2242059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2242097.500000 Penalty: 3277.495117
	Iteration 24Q: 3 clusters Score -2242098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2242125.000000 Penalty: 3277.495117
	Iteration 25Q: 3 clusters Score -2242125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2242145.500000 Penalty: 3277.495117
	Iteration 26Q: 3 clusters Score -2242146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2242153.000000 Penalty: 3277.495117
	Iteration 27Q: 3 clusters Score -2242153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2242153.750000 Penalty: 3277.495117
	Iteration 28Q: 3 clusters Score -2242154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2242159.500000 Penalty: 3277.495117
	Iteration 29Q: 3 clusters Score -2242160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2242163.250000 Penalty: 3277.495117
	Iteration 30Q: 3 clusters Score -2242163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2242162.500000 Penalty: 3277.495117
	Iteration 31Q: 3 clusters Score -2242162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2242159.750000 Penalty: 3277.495117
	Iteration 32Q: 3 clusters Score -2242160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2242163.750000 Penalty: 3277.495117
	Iteration 33Q: 3 clusters Score -2242164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2242167.750000 Penalty: 3277.495117
	Iteration 34Q: 3 clusters Score -2242168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2242171.250000 Penalty: 3277.495117
	Iteration 35Q: 3 clusters Score -2242171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2242171.500000 Penalty: 3277.495117
	Iteration 36Q: 3 clusters Score -2242172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2242174.500000 Penalty: 3277.495117
	Iteration 37Q: 3 clusters Score -2242174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2242178.500000 Penalty: 3277.495117
	Iteration 38Q: 3 clusters Score -2242178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2242179.750000 Penalty: 3277.495117
	Iteration 39Q: 3 clusters Score -2242180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2242175.250000 Penalty: 3277.495117
	Iteration 40F: 3 clusters Score -2242175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2242179.500000 Penalty: 3277.495117
	Iteration 41Q: 3 clusters Score -2242180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2242179.000000 Penalty: 3277.495117
	Iteration 42Q: 3 clusters Score -2242179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2242179.250000 Penalty: 3277.495117
	Iteration 43Q: 3 clusters Score -2242179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2242180.000000 Penalty: 3277.495117
	Iteration 44Q: 3 clusters Score -2242180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2242179.500000 Penalty: 3277.495117
	Iteration 45Q: 3 clusters Score -2242180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2242177.000000 Penalty: 3277.495117
	Iteration 46Q: 3 clusters Score -2242177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2242181.750000 Penalty: 3277.495117
	Iteration 47Q: 3 clusters Score -2242182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2242185.250000 Penalty: 3277.495117
	Iteration 48Q: 3 clusters Score -2242185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2242181.750000 Penalty: 3277.495117
	Iteration 49Q: 3 clusters Score -2242182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2242182.000000 Penalty: 3277.495117
	Iteration 50Q: 3 clusters Score -2242182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2242182.000000 Penalty: 3277.495117
	Iteration 51F: 3 clusters Score -2242182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2769 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Mstep: Class 40 contains 181744 members 
Mstep: Class 41 contains 1228 members 
Mstep: Class 42 contains 8613 members 
Mstep: Class 43 contains 21202 members 
Entering Unmasked Estep 
Score: -153972928.000000 Penalty: 99531.296875
Splitting cluster 27 changes total score from -153942832.000000 to -153972928.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -611309.625000 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -611309.6 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 3100 members 
Entering Unmasked Estep 
Score: -606628.000000 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -606628 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -608496.000000 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -608496 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -609589.750000 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -609589.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -610569.687500 Penalty: 2839.619873
	Iteration 3F: 3 clusters Score -610569.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -611041.500000 Penalty: 2839.619873
	Iteration 4F: 3 clusters Score -611041.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -611197.812500 Penalty: 2839.619873
	Iteration 5Q: 3 clusters Score -611197.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -611256.562500 Penalty: 2839.619873
	Iteration 6Q: 3 clusters Score -611256.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -611286.937500 Penalty: 2839.619873
	Iteration 7Q: 3 clusters Score -611286.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -611305.875000 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -611305.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -611320.875000 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -611320.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -611335.062500 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -611335.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -611345.062500 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -611345.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -611356.625000 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -611356.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -611366.125000 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -611366.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -611376.500000 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -611376.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -611384.687500 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -611384.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -611392.562500 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -611392.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -611400.062500 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -611400.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -611404.875000 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -611404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -611410.625000 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -611410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -611414.625000 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -611414.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -611418.625000 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -611418.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -611423.562500 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -611423.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -611427.187500 Penalty: 2839.619873
	Iteration 23Q: 3 clusters Score -611427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -611429.875000 Penalty: 2839.619873
	Iteration 24Q: 3 clusters Score -611429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -611431.125000 Penalty: 2839.619873
	Iteration 25Q: 3 clusters Score -611431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -611431.000000 Penalty: 2839.619873
	Iteration 26Q: 3 clusters Score -611431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -611432.500000 Penalty: 2839.619873
	Iteration 27Q: 3 clusters Score -611432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -611433.875000 Penalty: 2839.619873
	Iteration 28Q: 3 clusters Score -611433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -611433.062500 Penalty: 2839.619873
	Iteration 29Q: 3 clusters Score -611433.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -611437.062500 Penalty: 2839.619873
	Iteration 30Q: 3 clusters Score -611437.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -611437.937500 Penalty: 2839.619873
	Iteration 31Q: 3 clusters Score -611437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -611438.875000 Penalty: 2839.619873
	Iteration 32Q: 3 clusters Score -611438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -611439.437500 Penalty: 2839.619873
	Iteration 33Q: 3 clusters Score -611439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -611442.187500 Penalty: 2839.619873
	Iteration 34Q: 3 clusters Score -611442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -611443.250000 Penalty: 2839.619873
	Iteration 35Q: 3 clusters Score -611443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -611443.062500 Penalty: 2839.619873
	Iteration 36Q: 3 clusters Score -611443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -611443.812500 Penalty: 2839.619873
	Iteration 37Q: 3 clusters Score -611443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -611443.687500 Penalty: 2839.619873
	Iteration 38Q: 3 clusters Score -611443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -611443.250000 Penalty: 2839.619873
	Iteration 39Q: 3 clusters Score -611443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -611443.937500 Penalty: 2839.619873
	Iteration 40F: 3 clusters Score -611443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2769 members 
Mstep: Class 28 contains 3470 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 21076 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Mstep: Class 40 contains 181744 members 
Mstep: Class 41 contains 1228 members 
Mstep: Class 42 contains 8613 members 
Mstep: Class 43 contains 21202 members 
Mstep: Class 44 contains 2761 members 
Entering Unmasked Estep 
Score: -153971840.000000 Penalty: 101845.984375
Splitting cluster 28 changes total score from -153942832.000000 to -153971840.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 29 (83986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Entering Unmasked Estep 
Score: -8802286.000000 Penalty: 1842.490967
	Iteration 0F: 2 clusters Score -8802286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8746053.000000 Penalty: 3684.981934
	Iteration 0F: 3 clusters Score -8746053 nChanged 40007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -8769128.000000 Penalty: 3684.981934
	Iteration 1F: 3 clusters Score -8769128 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8769795.000000 Penalty: 3684.981934
	Iteration 2Q: 3 clusters Score -8769795 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8770713.000000 Penalty: 3684.981934
	Iteration 3Q: 3 clusters Score -8770713 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -8771719.000000 Penalty: 3684.981934
	Iteration 4Q: 3 clusters Score -8771719 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -8773039.000000 Penalty: 3684.981934
	Iteration 5Q: 3 clusters Score -8773039 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -8774505.000000 Penalty: 3684.981934
	Iteration 6Q: 3 clusters Score -8774505 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -8776370.000000 Penalty: 3684.981934
	Iteration 7Q: 3 clusters Score -8776370 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8778341.000000 Penalty: 3684.981934
	Iteration 8F: 3 clusters Score -8778341 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -8780434.000000 Penalty: 3684.981934
	Iteration 9F: 3 clusters Score -8780434 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8782284.000000 Penalty: 3684.981934
	Iteration 10Q: 3 clusters Score -8782284 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -8783979.000000 Penalty: 3684.981934
	Iteration 11Q: 3 clusters Score -8783979 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8785467 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8786571 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8787391 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8787923 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8788272 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8788601 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -8789041.000000 Penalty: 3684.981934
	Iteration 18Q: 3 clusters Score -8789041 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8789406 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -8789913.000000 Penalty: 3684.981934
	Iteration 20F: 3 clusters Score -8789913 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -8790362.000000 Penalty: 3684.981934
	Iteration 21Q: 3 clusters Score -8790362 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -8790909.000000 Penalty: 3684.981934
	Iteration 22Q: 3 clusters Score -8790909 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8791570 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8792244 nChanged 1792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8792979 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8793783 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8794582 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8795349 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -8796140.000000 Penalty: 3684.981934
	Iteration 29Q: 3 clusters Score -8796140 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8796827 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8797453 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8798027 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8798549 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8798916 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -8799233.000000 Penalty: 3684.981934
	Iteration 35Q: 3 clusters Score -8799233 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8799526 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8799768 nChanged 525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8799954 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8800089 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -8800292.000000 Penalty: 3684.981934
	Iteration 40F: 3 clusters Score -8800292 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -8800512.000000 Penalty: 3684.981934
	Iteration 41Q: 3 clusters Score -8800512 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8800690 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8800758 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8800842 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8800910 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8800954 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8800991 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8801028 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8801042.000000 Penalty: 3684.981934
	Iteration 49Q: 3 clusters Score -8801042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8801057.000000 Penalty: 3684.981934
	Iteration 50Q: 3 clusters Score -8801057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8801059.000000 Penalty: 3684.981934
	Iteration 51Q: 3 clusters Score -8801059 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8801077 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -8801090.000000 Penalty: 3684.981934
	Iteration 53Q: 3 clusters Score -8801090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8801112.000000 Penalty: 3684.981934
	Iteration 54Q: 3 clusters Score -8801112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8801142.000000 Penalty: 3684.981934
	Iteration 55Q: 3 clusters Score -8801142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8801135.000000 Penalty: 3684.981934
	Iteration 56Q: 3 clusters Score -8801135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8801151.000000 Penalty: 3684.981934
	Iteration 57Q: 3 clusters Score -8801151 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8801181.000000 Penalty: 3684.981934
	Iteration 58Q: 3 clusters Score -8801181 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8801200.000000 Penalty: 3684.981934
	Iteration 59Q: 3 clusters Score -8801200 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8801216.000000 Penalty: 3684.981934
	Iteration 60F: 3 clusters Score -8801216 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8801219.000000 Penalty: 3684.981934
	Iteration 61Q: 3 clusters Score -8801219 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8801226.000000 Penalty: 3684.981934
	Iteration 62Q: 3 clusters Score -8801226 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8801245.000000 Penalty: 3684.981934
	Iteration 63Q: 3 clusters Score -8801245 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8801243.000000 Penalty: 3684.981934
	Iteration 64Q: 3 clusters Score -8801243 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8801254.000000 Penalty: 3684.981934
	Iteration 65Q: 3 clusters Score -8801254 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8801281.000000 Penalty: 3684.981934
	Iteration 66Q: 3 clusters Score -8801281 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8801273.000000 Penalty: 3684.981934
	Iteration 67Q: 3 clusters Score -8801273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8801286 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8801283.000000 Penalty: 3684.981934
	Iteration 69Q: 3 clusters Score -8801283 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8801292.000000 Penalty: 3684.981934
	Iteration 70Q: 3 clusters Score -8801292 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8801309.000000 Penalty: 3684.981934
	Iteration 71Q: 3 clusters Score -8801309 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8801334 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8801334 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8801329.000000 Penalty: 3684.981934
	Iteration 74Q: 3 clusters Score -8801329 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8801341.000000 Penalty: 3684.981934
	Iteration 75Q: 3 clusters Score -8801341 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8801363.000000 Penalty: 3684.981934
	Iteration 76Q: 3 clusters Score -8801363 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8801385.000000 Penalty: 3684.981934
	Iteration 77Q: 3 clusters Score -8801385 nChanged 59
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Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8801386 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8801394 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8801388.000000 Penalty: 3684.981934
	Iteration 80F: 3 clusters Score -8801388 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80751 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8801404 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8801402 nChanged 48
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Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8801430 nChanged 46
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Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8801440 nChanged 42
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8801428 nChanged 42
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Mstep: Class 1 contains 80933 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8801450 nChanged 40
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8801454 nChanged 43
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8801465 nChanged 34
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8801461 nChanged 23
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8801466 nChanged 25
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8801451 nChanged 18
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8801459 nChanged 16
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8801459 nChanged 16
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Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8801474 nChanged 20
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8801484 nChanged 21
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Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8801493 nChanged 12
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Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8801491 nChanged 12
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8801482 nChanged 15
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8801479 nChanged 13
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8801483 nChanged 15
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8801474 nChanged 16
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8801484 nChanged 21
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Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8801494 nChanged 14
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8801504 nChanged 11
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8801502 nChanged 12
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Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8801514.000000 Penalty: 3684.981934
	Iteration 106Q: 3 clusters Score -8801514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8801516.000000 Penalty: 3684.981934
	Iteration 107Q: 3 clusters Score -8801516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8801508.000000 Penalty: 3684.981934
	Iteration 108Q: 3 clusters Score -8801508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8801511.000000 Penalty: 3684.981934
	Iteration 109Q: 3 clusters Score -8801511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8801515.000000 Penalty: 3684.981934
	Iteration 110Q: 3 clusters Score -8801515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8801511.000000 Penalty: 3684.981934
	Iteration 111Q: 3 clusters Score -8801511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8801502.000000 Penalty: 3684.981934
	Iteration 112Q: 3 clusters Score -8801502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8801502.000000 Penalty: 3684.981934
	Iteration 113Q: 3 clusters Score -8801502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8801511.000000 Penalty: 3684.981934
	Iteration 114Q: 3 clusters Score -8801511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8801504.000000 Penalty: 3684.981934
	Iteration 115Q: 3 clusters Score -8801504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8801506.000000 Penalty: 3684.981934
	Iteration 116Q: 3 clusters Score -8801506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8801503.000000 Penalty: 3684.981934
	Iteration 117Q: 3 clusters Score -8801503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8801501.000000 Penalty: 3684.981934
	Iteration 118Q: 3 clusters Score -8801501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8801502.000000 Penalty: 3684.981934
	Iteration 119Q: 3 clusters Score -8801502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8801517.000000 Penalty: 3684.981934
	Iteration 120F: 3 clusters Score -8801517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8801504.000000 Penalty: 3684.981934
	Iteration 121Q: 3 clusters Score -8801504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8801507.000000 Penalty: 3684.981934
	Iteration 122Q: 3 clusters Score -8801507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8801510.000000 Penalty: 3684.981934
	Iteration 123Q: 3 clusters Score -8801510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8801517.000000 Penalty: 3684.981934
	Iteration 124Q: 3 clusters Score -8801517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8801521.000000 Penalty: 3684.981934
	Iteration 125Q: 3 clusters Score -8801521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8801508.000000 Penalty: 3684.981934
	Iteration 126Q: 3 clusters Score -8801508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8801510.000000 Penalty: 3684.981934
	Iteration 127Q: 3 clusters Score -8801510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8801511.000000 Penalty: 3684.981934
	Iteration 128Q: 3 clusters Score -8801511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8801510.000000 Penalty: 3684.981934
	Iteration 129Q: 3 clusters Score -8801510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8801517.000000 Penalty: 3684.981934
	Iteration 130Q: 3 clusters Score -8801517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8801515.000000 Penalty: 3684.981934
	Iteration 131Q: 3 clusters Score -8801515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8801508.000000 Penalty: 3684.981934
	Iteration 132Q: 3 clusters Score -8801508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8801507.000000 Penalty: 3684.981934
	Iteration 133Q: 3 clusters Score -8801507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8801508.000000 Penalty: 3684.981934
	Iteration 134Q: 3 clusters Score -8801508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8801504.000000 Penalty: 3684.981934
	Iteration 135Q: 3 clusters Score -8801504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8801512.000000 Penalty: 3684.981934
	Iteration 136Q: 3 clusters Score -8801512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8801514.000000 Penalty: 3684.981934
	Iteration 137Q: 3 clusters Score -8801514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8801514.000000 Penalty: 3684.981934
	Iteration 138F: 3 clusters Score -8801514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Entering Unmasked Estep 
Score: -2092593.625000 Penalty: 1617.832275
	Iteration 0F: 2 clusters Score -2092594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2078420.000000 Penalty: 3235.664551
	Iteration 0F: 3 clusters Score -2078420 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2084926.000000 Penalty: 3235.664551
	Iteration 1F: 3 clusters Score -2084926 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2086597.500000 Penalty: 3235.664551
	Iteration 2F: 3 clusters Score -2086598 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2088285.250000 Penalty: 3235.664551
	Iteration 3F: 3 clusters Score -2088285 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2089619.125000 Penalty: 3235.664551
	Iteration 4F: 3 clusters Score -2089619 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2090453.000000 Penalty: 3235.664551
	Iteration 5F: 3 clusters Score -2090453 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2090838.500000 Penalty: 3235.664551
	Iteration 6Q: 3 clusters Score -2090838 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2091047.375000 Penalty: 3235.664551
	Iteration 7Q: 3 clusters Score -2091047 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2091146.875000 Penalty: 3235.664551
	Iteration 8Q: 3 clusters Score -2091147 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2091200.000000 Penalty: 3235.664551
	Iteration 9Q: 3 clusters Score -2091200 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2091266.625000 Penalty: 3235.664551
	Iteration 10Q: 3 clusters Score -2091267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2091328.500000 Penalty: 3235.664551
	Iteration 11Q: 3 clusters Score -2091328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2091376.625000 Penalty: 3235.664551
	Iteration 12Q: 3 clusters Score -2091377 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2091418.000000 Penalty: 3235.664551
	Iteration 13Q: 3 clusters Score -2091418 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2091467.125000 Penalty: 3235.664551
	Iteration 14Q: 3 clusters Score -2091467 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2091509.750000 Penalty: 3235.664551
	Iteration 15Q: 3 clusters Score -2091510 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2091557.625000 Penalty: 3235.664551
	Iteration 16Q: 3 clusters Score -2091558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2091603.250000 Penalty: 3235.664551
	Iteration 17Q: 3 clusters Score -2091603 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2091651.625000 Penalty: 3235.664551
	Iteration 18Q: 3 clusters Score -2091652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2091703.500000 Penalty: 3235.664551
	Iteration 19Q: 3 clusters Score -2091704 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2091754.125000 Penalty: 3235.664551
	Iteration 20F: 3 clusters Score -2091754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2091807.625000 Penalty: 3235.664551
	Iteration 21Q: 3 clusters Score -2091808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2091840.625000 Penalty: 3235.664551
	Iteration 22Q: 3 clusters Score -2091841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2091869.375000 Penalty: 3235.664551
	Iteration 23Q: 3 clusters Score -2091869 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2091915.375000 Penalty: 3235.664551
	Iteration 24Q: 3 clusters Score -2091915 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2091952.750000 Penalty: 3235.664551
	Iteration 25Q: 3 clusters Score -2091953 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2091981.375000 Penalty: 3235.664551
	Iteration 26Q: 3 clusters Score -2091981 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2092006.000000 Penalty: 3235.664551
	Iteration 27Q: 3 clusters Score -2092006 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2092031.500000 Penalty: 3235.664551
	Iteration 28Q: 3 clusters Score -2092032 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2092048.375000 Penalty: 3235.664551
	Iteration 29Q: 3 clusters Score -2092048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2092060.125000 Penalty: 3235.664551
	Iteration 30Q: 3 clusters Score -2092060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2092077.500000 Penalty: 3235.664551
	Iteration 31Q: 3 clusters Score -2092078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2092088.250000 Penalty: 3235.664551
	Iteration 32Q: 3 clusters Score -2092088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2092096.125000 Penalty: 3235.664551
	Iteration 33Q: 3 clusters Score -2092096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2092107.250000 Penalty: 3235.664551
	Iteration 34Q: 3 clusters Score -2092107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2092125.125000 Penalty: 3235.664551
	Iteration 35Q: 3 clusters Score -2092125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2092137.250000 Penalty: 3235.664551
	Iteration 36Q: 3 clusters Score -2092137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2092150.625000 Penalty: 3235.664551
	Iteration 37Q: 3 clusters Score -2092151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2092164.500000 Penalty: 3235.664551
	Iteration 38Q: 3 clusters Score -2092164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2092169.625000 Penalty: 3235.664551
	Iteration 39Q: 3 clusters Score -2092170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2092190.250000 Penalty: 3235.664551
	Iteration 40F: 3 clusters Score -2092190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2092200.875000 Penalty: 3235.664551
	Iteration 41Q: 3 clusters Score -2092201 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2092224.000000 Penalty: 3235.664551
	Iteration 42Q: 3 clusters Score -2092224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2092240.375000 Penalty: 3235.664551
	Iteration 43Q: 3 clusters Score -2092240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2092264.875000 Penalty: 3235.664551
	Iteration 44Q: 3 clusters Score -2092265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2092282.000000 Penalty: 3235.664551
	Iteration 45Q: 3 clusters Score -2092282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2092301.500000 Penalty: 3235.664551
	Iteration 46Q: 3 clusters Score -2092302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2092320.125000 Penalty: 3235.664551
	Iteration 47Q: 3 clusters Score -2092320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2092343.625000 Penalty: 3235.664551
	Iteration 48Q: 3 clusters Score -2092344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2092363.125000 Penalty: 3235.664551
	Iteration 49Q: 3 clusters Score -2092363 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2092380.375000 Penalty: 3235.664551
	Iteration 50Q: 3 clusters Score -2092380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2092409.375000 Penalty: 3235.664551
	Iteration 51Q: 3 clusters Score -2092409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2092432.375000 Penalty: 3235.664551
	Iteration 52Q: 3 clusters Score -2092432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2092462.875000 Penalty: 3235.664551
	Iteration 53Q: 3 clusters Score -2092463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2092507.250000 Penalty: 3235.664551
	Iteration 54Q: 3 clusters Score -2092507 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2092567.875000 Penalty: 3235.664551
	Iteration 55Q: 3 clusters Score -2092568 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2092664.000000 Penalty: 3235.664551
	Iteration 56Q: 3 clusters Score -2092664 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2092829.250000 Penalty: 3235.664551
	Iteration 57Q: 3 clusters Score -2092829 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2093061.750000 Penalty: 3235.664551
	Iteration 58Q: 3 clusters Score -2093062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2093306.125000 Penalty: 3235.664551
	Iteration 59Q: 3 clusters Score -2093306 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2093608.500000 Penalty: 3235.664551
	Iteration 60F: 3 clusters Score -2093608 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2093880.625000 Penalty: 3235.664551
	Iteration 61Q: 3 clusters Score -2093881 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2094004.500000 Penalty: 3235.664551
	Iteration 62Q: 3 clusters Score -2094004 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2094083.625000 Penalty: 3235.664551
	Iteration 63Q: 3 clusters Score -2094084 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2094121.375000 Penalty: 3235.664551
	Iteration 64Q: 3 clusters Score -2094121 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2094161.250000 Penalty: 3235.664551
	Iteration 65Q: 3 clusters Score -2094161 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2094189.750000 Penalty: 3235.664551
	Iteration 66Q: 3 clusters Score -2094190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2094210.750000 Penalty: 3235.664551
	Iteration 67Q: 3 clusters Score -2094211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2094226.750000 Penalty: 3235.664551
	Iteration 68Q: 3 clusters Score -2094227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2094244.625000 Penalty: 3235.664551
	Iteration 69Q: 3 clusters Score -2094245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2094265.750000 Penalty: 3235.664551
	Iteration 70Q: 3 clusters Score -2094266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2094294.125000 Penalty: 3235.664551
	Iteration 71Q: 3 clusters Score -2094294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2094327.750000 Penalty: 3235.664551
	Iteration 72Q: 3 clusters Score -2094328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2094369.000000 Penalty: 3235.664551
	Iteration 73Q: 3 clusters Score -2094369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2094417.125000 Penalty: 3235.664551
	Iteration 74Q: 3 clusters Score -2094417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2094450.875000 Penalty: 3235.664551
	Iteration 75Q: 3 clusters Score -2094451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2094487.125000 Penalty: 3235.664551
	Iteration 76Q: 3 clusters Score -2094487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2094513.750000 Penalty: 3235.664551
	Iteration 77Q: 3 clusters Score -2094514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2094543.750000 Penalty: 3235.664551
	Iteration 78Q: 3 clusters Score -2094544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2094554.125000 Penalty: 3235.664551
	Iteration 79Q: 3 clusters Score -2094554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2094565.250000 Penalty: 3235.664551
	Iteration 80F: 3 clusters Score -2094565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2094574.500000 Penalty: 3235.664551
	Iteration 81Q: 3 clusters Score -2094574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2094589.125000 Penalty: 3235.664551
	Iteration 82Q: 3 clusters Score -2094589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2094606.000000 Penalty: 3235.664551
	Iteration 83Q: 3 clusters Score -2094606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2094607.250000 Penalty: 3235.664551
	Iteration 84Q: 3 clusters Score -2094607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2094605.875000 Penalty: 3235.664551
	Iteration 85Q: 3 clusters Score -2094606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2094619.250000 Penalty: 3235.664551
	Iteration 86Q: 3 clusters Score -2094619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2094627.250000 Penalty: 3235.664551
	Iteration 87Q: 3 clusters Score -2094627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2094639.000000 Penalty: 3235.664551
	Iteration 88Q: 3 clusters Score -2094639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2094646.000000 Penalty: 3235.664551
	Iteration 89Q: 3 clusters Score -2094646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2094653.875000 Penalty: 3235.664551
	Iteration 90Q: 3 clusters Score -2094654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2094657.250000 Penalty: 3235.664551
	Iteration 91Q: 3 clusters Score -2094657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2094663.625000 Penalty: 3235.664551
	Iteration 92Q: 3 clusters Score -2094664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2094670.000000 Penalty: 3235.664551
	Iteration 93Q: 3 clusters Score -2094670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2094679.000000 Penalty: 3235.664551
	Iteration 94Q: 3 clusters Score -2094679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2094682.375000 Penalty: 3235.664551
	Iteration 95Q: 3 clusters Score -2094682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2094685.375000 Penalty: 3235.664551
	Iteration 96Q: 3 clusters Score -2094685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2094684.125000 Penalty: 3235.664551
	Iteration 97Q: 3 clusters Score -2094684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2094689.125000 Penalty: 3235.664551
	Iteration 98Q: 3 clusters Score -2094689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2094689.750000 Penalty: 3235.664551
	Iteration 99Q: 3 clusters Score -2094690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2094697.500000 Penalty: 3235.664551
	Iteration 100F: 3 clusters Score -2094698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2094694.625000 Penalty: 3235.664551
	Iteration 101Q: 3 clusters Score -2094695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2094697.500000 Penalty: 3235.664551
	Iteration 102Q: 3 clusters Score -2094698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2094696.000000 Penalty: 3235.664551
	Iteration 103Q: 3 clusters Score -2094696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2094699.500000 Penalty: 3235.664551
	Iteration 104Q: 3 clusters Score -2094700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2094700.250000 Penalty: 3235.664551
	Iteration 105Q: 3 clusters Score -2094700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2094701.000000 Penalty: 3235.664551
	Iteration 106Q: 3 clusters Score -2094701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2094702.000000 Penalty: 3235.664551
	Iteration 107Q: 3 clusters Score -2094702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2094701.500000 Penalty: 3235.664551
	Iteration 108Q: 3 clusters Score -2094702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2094702.500000 Penalty: 3235.664551
	Iteration 109Q: 3 clusters Score -2094702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2094702.500000 Penalty: 3235.664551
	Iteration 110F: 3 clusters Score -2094702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2769 members 
Mstep: Class 28 contains 3470 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 4590 members 
Mstep: Class 31 contains 99262 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 2414 members 
Mstep: Class 36 contains 3395 members 
Mstep: Class 37 contains 143834 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 2958 members 
Mstep: Class 40 contains 181744 members 
Mstep: Class 41 contains 1228 members 
Mstep: Class 42 contains 8613 members 
Mstep: Class 43 contains 21202 members 
Mstep: Class 44 contains 2761 members 
Mstep: Class 45 contains 16486 members 
Entering Unmasked Estep 
Score: -153972240.000000 Penalty: 104160.664062
Splitting cluster 30 changes total score from -153942832.000000 to -153972240.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 31 (99262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Entering Unmasked Estep 
Score: -10335518.000000 Penalty: 1869.646729
	Iteration 0F: 2 clusters Score -1.033552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -10269324.000000 Penalty: 3739.293457
	Iteration 0F: 3 clusters Score -1.026932e+07 nChanged 47426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -10297997.000000 Penalty: 3739.293457
	Iteration 1F: 3 clusters Score -1.0298e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -10301036.000000 Penalty: 3739.293457
	Iteration 2F: 3 clusters Score -1.030104e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -10305728.000000 Penalty: 3739.293457
	Iteration 3F: 3 clusters Score -1.030573e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -10311618.000000 Penalty: 3739.293457
	Iteration 4F: 3 clusters Score -1.031162e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -10317457.000000 Penalty: 3739.293457
	Iteration 5F: 3 clusters Score -1.031746e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -10322133.000000 Penalty: 3739.293457
	Iteration 6F: 3 clusters Score -1.032213e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -10325637.000000 Penalty: 3739.293457
	Iteration 7F: 3 clusters Score -1.032564e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -10328074.000000 Penalty: 3739.293457
	Iteration 8Q: 3 clusters Score -1.032807e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -10329999.000000 Penalty: 3739.293457
	Iteration 9Q: 3 clusters Score -1.033e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -10331469.000000 Penalty: 3739.293457
	Iteration 10Q: 3 clusters Score -1.033147e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -10332419.000000 Penalty: 3739.293457
	Iteration 11Q: 3 clusters Score -1.033242e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -10333066.000000 Penalty: 3739.293457
	Iteration 12Q: 3 clusters Score -1.033307e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -10333494.000000 Penalty: 3739.293457
	Iteration 13Q: 3 clusters Score -1.033349e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -10333710.000000 Penalty: 3739.293457
	Iteration 14Q: 3 clusters Score -1.033371e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 97983 members 
Entering Unmasked Estep 
Score: -10333845.000000 Penalty: 3739.293457
	Iteration 15Q: 3 clusters Score -1.033384e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -10333922.000000 Penalty: 3739.293457
	Iteration 16Q: 3 clusters Score -1.033392e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -10334001.000000 Penalty: 3739.293457
	Iteration 17Q: 3 clusters Score -1.0334e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -10334052.000000 Penalty: 3739.293457
	Iteration 18Q: 3 clusters Score -1.033405e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -10334066.000000 Penalty: 3739.293457
	Iteration 19Q: 3 clusters Score -1.033407e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -10334114.000000 Penalty: 3739.293457
	Iteration 20F: 3 clusters Score -1.033411e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -10334148.000000 Penalty: 3739.293457
	Iteration 21Q: 3 clusters Score -1.033415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -10334158.000000 Penalty: 3739.293457
	Iteration 22Q: 3 clusters Score -1.033416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -10334160.000000 Penalty: 3739.293457
	Iteration 23Q: 3 clusters Score -1.033416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -10334191.000000 Penalty: 3739.293457
	Iteration 24Q: 3 clusters Score -1.033419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -10334198.000000 Penalty: 3739.293457
	Iteration 25Q: 3 clusters Score -1.03342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -10334221.000000 Penalty: 3739.293457
	Iteration 26Q: 3 clusters Score -1.033422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -10334254.000000 Penalty: 3739.293457
	Iteration 27Q: 3 clusters Score -1.033425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -10334262.000000 Penalty: 3739.293457
	Iteration 28Q: 3 clusters Score -1.033426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -10334269.000000 Penalty: 3739.293457
	Iteration 29Q: 3 clusters Score -1.033427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -10334272.000000 Penalty: 3739.293457
	Iteration 30Q: 3 clusters Score -1.033427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -10334274.000000 Penalty: 3739.293457
	Iteration 31Q: 3 clusters Score -1.033427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -10334272.000000 Penalty: 3739.293457
	Iteration 32Q: 3 clusters Score -1.033427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -10334271.000000 Penalty: 3739.293457
	Iteration 33Q: 3 clusters Score -1.033427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -10334261.000000 Penalty: 3739.293457
	Iteration 34Q: 3 clusters Score -1.033426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -10334273.000000 Penalty: 3739.293457
	Iteration 35Q: 3 clusters Score -1.033427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -10334266.000000 Penalty: 3739.293457
	Iteration 36Q: 3 clusters Score -1.033427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -10334265.000000 Penalty: 3739.293457
	Iteration 37Q: 3 clusters Score -1.033426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -10334272.000000 Penalty: 3739.293457
	Iteration 38Q: 3 clusters Score -1.033427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -10334272.000000 Penalty: 3739.293457
	Iteration 39F: 3 clusters Score -1.033427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 31777 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 40712 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 75846 members 
Mstep: Class 8 contains 116790 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 202384 members 
Mstep: Class 16 contains 36634 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 31421 members 
Mstep: Class 19 contains 14006 members 
Mstep: Class 20 contains 163349 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 11742 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2769 members 
Mstep: Class 28 contains 3470 members 
Mstep: Class 29 contains 83986 members 
Mstep: Class 30 contains 4590 members 
Mstep: Class 31 contains 99262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153984096.000000 Penalty: 104160.664062
Iteration 79Q: 46 clusters Score -1.539841e+08 nChanged 23130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 13386 members 
Mstep: Class 3 contains 31570 members 
Mstep: Class 4 contains 58466 members 
Mstep: Class 5 contains 40600 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 76128 members 
Mstep: Class 8 contains 116893 members 
Mstep: Class 9 contains 12164 members 
Mstep: Class 10 contains 21509 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 24133 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 203371 members 
Mstep: Class 16 contains 36875 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 18 contains 31380 members 
Mstep: Class 19 contains 15696 members 
Mstep: Class 20 contains 165630 members 
Mstep: Class 21 contains 5163 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 1037 members 
Mstep: Class 24 contains 8778 members 
Mstep: Class 25 contains 11159 members 
Mstep: Class 26 contains 4751 members 
Mstep: Class 27 contains 3019 members 
Mstep: Class 28 contains 3737 members 
Mstep: Class 29 contains 84105 members 
Mstep: Class 30 contains 4824 members 
Mstep: Class 31 contains 100198 members 
Mstep: Class 32 contains 3315 members 
Mstep: Class 33 contains 1796 members 
Mstep: Class 34 contains 1018 members 
Mstep: Class 35 contains 3082 members 
Mstep: Class 36 contains 3179 members 
Mstep: Class 37 contains 139973 members 
Mstep: Class 38 contains 10213 members 
Mstep: Class 39 contains 2803 members 
Mstep: Class 40 contains 179732 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 8107 members 
Mstep: Class 43 contains 20232 members 
Mstep: Class 44 contains 2633 members 
Mstep: Class 45 contains 15805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153994480.000000 Penalty: 104160.664062
Iteration 80F: 46 clusters Score -1.539945e+08 nChanged 27380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 31168 members 
Mstep: Class 4 contains 57963 members 
Mstep: Class 5 contains 40393 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 75502 members 
Mstep: Class 8 contains 115993 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 21205 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 200583 members 
Mstep: Class 16 contains 36235 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 31299 members 
Mstep: Class 19 contains 16916 members 
Mstep: Class 20 contains 163493 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 1076 members 
Mstep: Class 24 contains 8821 members 
Mstep: Class 25 contains 10193 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 83841 members 
Mstep: Class 30 contains 4881 members 
Mstep: Class 31 contains 100149 members 
Mstep: Class 32 contains 3316 members 
Mstep: Class 33 contains 1929 members 
Mstep: Class 34 contains 1105 members 
Mstep: Class 35 contains 3903 members 
Mstep: Class 36 contains 3263 members 
Mstep: Class 37 contains 143625 members 
Mstep: Class 38 contains 10411 members 
Mstep: Class 39 contains 2902 members 
Mstep: Class 40 contains 181188 members 
Mstep: Class 41 contains 1295 members 
Mstep: Class 42 contains 8316 members 
Mstep: Class 43 contains 21527 members 
Mstep: Class 44 contains 2733 members 
Mstep: Class 45 contains 16068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154001888.000000 Penalty: 104160.664062
Iteration 81Q: 46 clusters Score -1.540019e+08 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 57540 members 
Mstep: Class 5 contains 40034 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 75172 members 
Mstep: Class 8 contains 115492 members 
Mstep: Class 9 contains 12218 members 
Mstep: Class 10 contains 20973 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 23410 members 
Mstep: Class 14 contains 9471 members 
Mstep: Class 15 contains 198775 members 
Mstep: Class 16 contains 35756 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 18 contains 31213 members 
Mstep: Class 19 contains 18168 members 
Mstep: Class 20 contains 161051 members 
Mstep: Class 21 contains 5465 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 1099 members 
Mstep: Class 24 contains 8942 members 
Mstep: Class 25 contains 9513 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 3319 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 83677 members 
Mstep: Class 30 contains 4956 members 
Mstep: Class 31 contains 100229 members 
Mstep: Class 32 contains 3315 members 
Mstep: Class 33 contains 2001 members 
Mstep: Class 34 contains 1179 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 3354 members 
Mstep: Class 37 contains 147013 members 
Mstep: Class 38 contains 10541 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 181858 members 
Mstep: Class 41 contains 1302 members 
Mstep: Class 42 contains 8355 members 
Mstep: Class 43 contains 22432 members 
Mstep: Class 44 contains 2817 members 
Mstep: Class 45 contains 16174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154006864.000000 Penalty: 104160.664062
Iteration 82Q: 46 clusters Score -1.540069e+08 nChanged 15047
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 13865 members 
Mstep: Class 3 contains 30562 members 
Mstep: Class 4 contains 57157 members 
Mstep: Class 5 contains 39679 members 
Mstep: Class 6 contains 4443 members 
Mstep: Class 7 contains 74998 members 
Mstep: Class 8 contains 115207 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 20721 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 197572 members 
Mstep: Class 16 contains 35337 members 
Mstep: Class 17 contains 7868 members 
Mstep: Class 18 contains 31135 members 
Mstep: Class 19 contains 19368 members 
Mstep: Class 20 contains 158113 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 22 contains 4435 members 
Mstep: Class 23 contains 1100 members 
Mstep: Class 24 contains 9083 members 
Mstep: Class 25 contains 9065 members 
Mstep: Class 26 contains 4940 members 
Mstep: Class 27 contains 3475 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 83488 members 
Mstep: Class 30 contains 5006 members 
Mstep: Class 31 contains 100322 members 
Mstep: Class 32 contains 3313 members 
Mstep: Class 33 contains 2041 members 
Mstep: Class 34 contains 1236 members 
Mstep: Class 35 contains 5059 members 
Mstep: Class 36 contains 3437 members 
Mstep: Class 37 contains 150479 members 
Mstep: Class 38 contains 10654 members 
Mstep: Class 39 contains 2921 members 
Mstep: Class 40 contains 182138 members 
Mstep: Class 41 contains 1302 members 
Mstep: Class 42 contains 8359 members 
Mstep: Class 43 contains 23238 members 
Mstep: Class 44 contains 2909 members 
Mstep: Class 45 contains 16266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154009696.000000 Penalty: 104160.664062
Iteration 83Q: 46 clusters Score -1.540097e+08 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 13872 members 
Mstep: Class 3 contains 30269 members 
Mstep: Class 4 contains 56877 members 
Mstep: Class 5 contains 39360 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 74900 members 
Mstep: Class 8 contains 114987 members 
Mstep: Class 9 contains 12262 members 
Mstep: Class 10 contains 20500 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 22844 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 196731 members 
Mstep: Class 16 contains 34989 members 
Mstep: Class 17 contains 7788 members 
Mstep: Class 18 contains 31095 members 
Mstep: Class 19 contains 20487 members 
Mstep: Class 20 contains 155168 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 9248 members 
Mstep: Class 25 contains 8736 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 83295 members 
Mstep: Class 30 contains 5070 members 
Mstep: Class 31 contains 100461 members 
Mstep: Class 32 contains 3305 members 
Mstep: Class 33 contains 2080 members 
Mstep: Class 34 contains 1288 members 
Mstep: Class 35 contains 5441 members 
Mstep: Class 36 contains 3522 members 
Mstep: Class 37 contains 153781 members 
Mstep: Class 38 contains 10751 members 
Mstep: Class 39 contains 2915 members 
Mstep: Class 40 contains 182255 members 
Mstep: Class 41 contains 1297 members 
Mstep: Class 42 contains 8334 members 
Mstep: Class 43 contains 23859 members 
Mstep: Class 44 contains 2990 members 
Mstep: Class 45 contains 16307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154011072.000000 Penalty: 104160.664062
Iteration 84Q: 46 clusters Score -1.540111e+08 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 13844 members 
Mstep: Class 3 contains 30039 members 
Mstep: Class 4 contains 56626 members 
Mstep: Class 5 contains 39026 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 74793 members 
Mstep: Class 8 contains 114820 members 
Mstep: Class 9 contains 12279 members 
Mstep: Class 10 contains 20265 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 22588 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 196213 members 
Mstep: Class 16 contains 34575 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 31045 members 
Mstep: Class 19 contains 21502 members 
Mstep: Class 20 contains 152464 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 4355 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 9392 members 
Mstep: Class 25 contains 8500 members 
Mstep: Class 26 contains 5050 members 
Mstep: Class 27 contains 3750 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 83180 members 
Mstep: Class 30 contains 5147 members 
Mstep: Class 31 contains 100586 members 
Mstep: Class 32 contains 3302 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 5799 members 
Mstep: Class 36 contains 3564 members 
Mstep: Class 37 contains 156756 members 
Mstep: Class 38 contains 10820 members 
Mstep: Class 39 contains 2893 members 
Mstep: Class 40 contains 182220 members 
Mstep: Class 41 contains 1292 members 
Mstep: Class 42 contains 8299 members 
Mstep: Class 43 contains 24450 members 
Mstep: Class 44 contains 3067 members 
Mstep: Class 45 contains 16323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154013040.000000 Penalty: 104160.664062
Iteration 85Q: 46 clusters Score -1.54013e+08 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 13815 members 
Mstep: Class 3 contains 29827 members 
Mstep: Class 4 contains 56404 members 
Mstep: Class 5 contains 38750 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 74670 members 
Mstep: Class 8 contains 114712 members 
Mstep: Class 9 contains 12287 members 
Mstep: Class 10 contains 20065 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 22342 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 195642 members 
Mstep: Class 16 contains 34215 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 31002 members 
Mstep: Class 19 contains 22467 members 
Mstep: Class 20 contains 150162 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 9522 members 
Mstep: Class 25 contains 8299 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 3865 members 
Mstep: Class 28 contains 3852 members 
Mstep: Class 29 contains 83069 members 
Mstep: Class 30 contains 5230 members 
Mstep: Class 31 contains 100708 members 
Mstep: Class 32 contains 3302 members 
Mstep: Class 33 contains 2161 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 6089 members 
Mstep: Class 36 contains 3588 members 
Mstep: Class 37 contains 159378 members 
Mstep: Class 38 contains 10897 members 
Mstep: Class 39 contains 2871 members 
Mstep: Class 40 contains 182135 members 
Mstep: Class 41 contains 1288 members 
Mstep: Class 42 contains 8250 members 
Mstep: Class 43 contains 25032 members 
Mstep: Class 44 contains 3139 members 
Mstep: Class 45 contains 16350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154014272.000000 Penalty: 104160.664062
Iteration 86Q: 46 clusters Score -1.540143e+08 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 13835 members 
Mstep: Class 3 contains 29610 members 
Mstep: Class 4 contains 56214 members 
Mstep: Class 5 contains 38490 members 
Mstep: Class 6 contains 4269 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 114671 members 
Mstep: Class 9 contains 12281 members 
Mstep: Class 10 contains 19849 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 2260 members 
Mstep: Class 13 contains 22154 members 
Mstep: Class 14 contains 9368 members 
Mstep: Class 15 contains 195014 members 
Mstep: Class 16 contains 33870 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 30975 members 
Mstep: Class 19 contains 23465 members 
Mstep: Class 20 contains 148289 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 4288 members 
Mstep: Class 23 contains 1204 members 
Mstep: Class 24 contains 9631 members 
Mstep: Class 25 contains 8141 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 3962 members 
Mstep: Class 28 contains 3864 members 
Mstep: Class 29 contains 82941 members 
Mstep: Class 30 contains 5315 members 
Mstep: Class 31 contains 100766 members 
Mstep: Class 32 contains 3301 members 
Mstep: Class 33 contains 2195 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 6340 members 
Mstep: Class 36 contains 3618 members 
Mstep: Class 37 contains 161726 members 
Mstep: Class 38 contains 10981 members 
Mstep: Class 39 contains 2851 members 
Mstep: Class 40 contains 181957 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 8216 members 
Mstep: Class 43 contains 25540 members 
Mstep: Class 44 contains 3183 members 
Mstep: Class 45 contains 16359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154015088.000000 Penalty: 104160.664062
Iteration 87Q: 46 clusters Score -1.540151e+08 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 13890 members 
Mstep: Class 3 contains 29394 members 
Mstep: Class 4 contains 56066 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 74383 members 
Mstep: Class 8 contains 114645 members 
Mstep: Class 9 contains 12280 members 
Mstep: Class 10 contains 19637 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 21988 members 
Mstep: Class 14 contains 9341 members 
Mstep: Class 15 contains 194235 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 146923 members 
Mstep: Class 21 contains 6237 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 8000 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3865 members 
Mstep: Class 29 contains 82760 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 100857 members 
Mstep: Class 32 contains 3299 members 
Mstep: Class 33 contains 2230 members 
Mstep: Class 34 contains 1511 members 
Mstep: Class 35 contains 6549 members 
Mstep: Class 36 contains 3652 members 
Mstep: Class 37 contains 163683 members 
Mstep: Class 38 contains 11055 members 
Mstep: Class 39 contains 2835 members 
Mstep: Class 40 contains 181750 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 8195 members 
Mstep: Class 43 contains 25981 members 
Mstep: Class 44 contains 3218 members 
Mstep: Class 45 contains 16378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154015776.000000 Penalty: 104160.664062
Iteration 88Q: 46 clusters Score -1.540158e+08 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 13970 members 
Mstep: Class 3 contains 29185 members 
Mstep: Class 4 contains 55923 members 
Mstep: Class 5 contains 38052 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 74236 members 
Mstep: Class 8 contains 114616 members 
Mstep: Class 9 contains 12273 members 
Mstep: Class 10 contains 19407 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 21810 members 
Mstep: Class 14 contains 9318 members 
Mstep: Class 15 contains 193413 members 
Mstep: Class 16 contains 33366 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 25554 members 
Mstep: Class 20 contains 146063 members 
Mstep: Class 21 contains 6348 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 1249 members 
Mstep: Class 24 contains 9850 members 
Mstep: Class 25 contains 7866 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 4099 members 
Mstep: Class 28 contains 3865 members 
Mstep: Class 29 contains 82585 members 
Mstep: Class 30 contains 5514 members 
Mstep: Class 31 contains 100910 members 
Mstep: Class 32 contains 3303 members 
Mstep: Class 33 contains 2255 members 
Mstep: Class 34 contains 1554 members 
Mstep: Class 35 contains 6709 members 
Mstep: Class 36 contains 3690 members 
Mstep: Class 37 contains 165244 members 
Mstep: Class 38 contains 11107 members 
Mstep: Class 39 contains 2812 members 
Mstep: Class 40 contains 181539 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 8160 members 
Mstep: Class 43 contains 26365 members 
Mstep: Class 44 contains 3272 members 
Mstep: Class 45 contains 16409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154016912.000000 Penalty: 104160.664062
Iteration 89Q: 46 clusters Score -1.540169e+08 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 29012 members 
Mstep: Class 4 contains 55793 members 
Mstep: Class 5 contains 37851 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 74067 members 
Mstep: Class 8 contains 114611 members 
Mstep: Class 9 contains 12261 members 
Mstep: Class 10 contains 19170 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 21637 members 
Mstep: Class 14 contains 9287 members 
Mstep: Class 15 contains 192570 members 
Mstep: Class 16 contains 33112 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 30795 members 
Mstep: Class 19 contains 26592 members 
Mstep: Class 20 contains 145649 members 
Mstep: Class 21 contains 6470 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 1262 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 7738 members 
Mstep: Class 26 contains 5172 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 3876 members 
Mstep: Class 29 contains 82428 members 
Mstep: Class 30 contains 5587 members 
Mstep: Class 31 contains 101010 members 
Mstep: Class 32 contains 3307 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 6841 members 
Mstep: Class 36 contains 3723 members 
Mstep: Class 37 contains 166344 members 
Mstep: Class 38 contains 11137 members 
Mstep: Class 39 contains 2793 members 
Mstep: Class 40 contains 181321 members 
Mstep: Class 41 contains 1277 members 
Mstep: Class 42 contains 8119 members 
Mstep: Class 43 contains 26745 members 
Mstep: Class 44 contains 3320 members 
Mstep: Class 45 contains 16437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017568.000000 Penalty: 104160.664062
Iteration 90Q: 46 clusters Score -1.540176e+08 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 14220 members 
Mstep: Class 3 contains 28816 members 
Mstep: Class 4 contains 55657 members 
Mstep: Class 5 contains 37687 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 73906 members 
Mstep: Class 8 contains 114654 members 
Mstep: Class 9 contains 12261 members 
Mstep: Class 10 contains 18927 members 
Mstep: Class 11 contains 1081 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 21464 members 
Mstep: Class 14 contains 9270 members 
Mstep: Class 15 contains 191729 members 
Mstep: Class 16 contains 32897 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 30747 members 
Mstep: Class 19 contains 27578 members 
Mstep: Class 20 contains 145688 members 
Mstep: Class 21 contains 6597 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 1283 members 
Mstep: Class 24 contains 10029 members 
Mstep: Class 25 contains 7637 members 
Mstep: Class 26 contains 5182 members 
Mstep: Class 27 contains 4188 members 
Mstep: Class 28 contains 3891 members 
Mstep: Class 29 contains 82287 members 
Mstep: Class 30 contains 5640 members 
Mstep: Class 31 contains 101148 members 
Mstep: Class 32 contains 3307 members 
Mstep: Class 33 contains 2310 members 
Mstep: Class 34 contains 1639 members 
Mstep: Class 35 contains 6950 members 
Mstep: Class 36 contains 3756 members 
Mstep: Class 37 contains 166923 members 
Mstep: Class 38 contains 11168 members 
Mstep: Class 39 contains 2771 members 
Mstep: Class 40 contains 181087 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 8087 members 
Mstep: Class 43 contains 27061 members 
Mstep: Class 44 contains 3356 members 
Mstep: Class 45 contains 16473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017728.000000 Penalty: 104160.664062
Iteration 91Q: 46 clusters Score -1.540177e+08 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 28640 members 
Mstep: Class 4 contains 55525 members 
Mstep: Class 5 contains 37504 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 73777 members 
Mstep: Class 8 contains 114697 members 
Mstep: Class 9 contains 12255 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 21294 members 
Mstep: Class 14 contains 9273 members 
Mstep: Class 15 contains 190942 members 
Mstep: Class 16 contains 32696 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 30714 members 
Mstep: Class 19 contains 28469 members 
Mstep: Class 20 contains 145976 members 
Mstep: Class 21 contains 6719 members 
Mstep: Class 22 contains 4139 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 10104 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 5194 members 
Mstep: Class 27 contains 4221 members 
Mstep: Class 28 contains 3910 members 
Mstep: Class 29 contains 82155 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 101292 members 
Mstep: Class 32 contains 3301 members 
Mstep: Class 33 contains 2325 members 
Mstep: Class 34 contains 1682 members 
Mstep: Class 35 contains 7039 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 167183 members 
Mstep: Class 38 contains 11195 members 
Mstep: Class 39 contains 2747 members 
Mstep: Class 40 contains 180929 members 
Mstep: Class 41 contains 1277 members 
Mstep: Class 42 contains 8052 members 
Mstep: Class 43 contains 27330 members 
Mstep: Class 44 contains 3403 members 
Mstep: Class 45 contains 16519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017520.000000 Penalty: 104160.664062
Iteration 92Q: 46 clusters Score -1.540175e+08 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 14525 members 
Mstep: Class 3 contains 28474 members 
Mstep: Class 4 contains 55386 members 
Mstep: Class 5 contains 37306 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 73609 members 
Mstep: Class 8 contains 114832 members 
Mstep: Class 9 contains 12255 members 
Mstep: Class 10 contains 18456 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 21154 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 190279 members 
Mstep: Class 16 contains 32551 members 
Mstep: Class 17 contains 6820 members 
Mstep: Class 18 contains 30667 members 
Mstep: Class 19 contains 29269 members 
Mstep: Class 20 contains 146523 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 4117 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 10162 members 
Mstep: Class 25 contains 7460 members 
Mstep: Class 26 contains 5201 members 
Mstep: Class 27 contains 4243 members 
Mstep: Class 28 contains 3920 members 
Mstep: Class 29 contains 82024 members 
Mstep: Class 30 contains 5707 members 
Mstep: Class 31 contains 101428 members 
Mstep: Class 32 contains 3295 members 
Mstep: Class 33 contains 2351 members 
Mstep: Class 34 contains 1713 members 
Mstep: Class 35 contains 7113 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 167141 members 
Mstep: Class 38 contains 11240 members 
Mstep: Class 39 contains 2728 members 
Mstep: Class 40 contains 180772 members 
Mstep: Class 41 contains 1273 members 
Mstep: Class 42 contains 8017 members 
Mstep: Class 43 contains 27546 members 
Mstep: Class 44 contains 3446 members 
Mstep: Class 45 contains 16567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154018192.000000 Penalty: 104160.664062
Iteration 93Q: 46 clusters Score -1.540182e+08 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 14686 members 
Mstep: Class 3 contains 28333 members 
Mstep: Class 4 contains 55249 members 
Mstep: Class 5 contains 37108 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 73481 members 
Mstep: Class 8 contains 114993 members 
Mstep: Class 9 contains 12253 members 
Mstep: Class 10 contains 18201 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 21025 members 
Mstep: Class 14 contains 9248 members 
Mstep: Class 15 contains 189693 members 
Mstep: Class 16 contains 32458 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 30636 members 
Mstep: Class 19 contains 29985 members 
Mstep: Class 20 contains 147140 members 
Mstep: Class 21 contains 6936 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 10200 members 
Mstep: Class 25 contains 7399 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 3916 members 
Mstep: Class 29 contains 81905 members 
Mstep: Class 30 contains 5712 members 
Mstep: Class 31 contains 101572 members 
Mstep: Class 32 contains 3293 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 1728 members 
Mstep: Class 35 contains 7201 members 
Mstep: Class 36 contains 3868 members 
Mstep: Class 37 contains 166900 members 
Mstep: Class 38 contains 11283 members 
Mstep: Class 39 contains 2700 members 
Mstep: Class 40 contains 180613 members 
Mstep: Class 41 contains 1271 members 
Mstep: Class 42 contains 7976 members 
Mstep: Class 43 contains 27714 members 
Mstep: Class 44 contains 3498 members 
Mstep: Class 45 contains 16615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154018784.000000 Penalty: 104160.664062
Iteration 94Q: 46 clusters Score -1.540188e+08 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 28216 members 
Mstep: Class 4 contains 55109 members 
Mstep: Class 5 contains 36909 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 73372 members 
Mstep: Class 8 contains 115166 members 
Mstep: Class 9 contains 12245 members 
Mstep: Class 10 contains 17940 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 12 contains 2504 members 
Mstep: Class 13 contains 20923 members 
Mstep: Class 14 contains 9209 members 
Mstep: Class 15 contains 189181 members 
Mstep: Class 16 contains 32357 members 
Mstep: Class 17 contains 6666 members 
Mstep: Class 18 contains 30606 members 
Mstep: Class 19 contains 30585 members 
Mstep: Class 20 contains 147887 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 4068 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 7343 members 
Mstep: Class 26 contains 5216 members 
Mstep: Class 27 contains 4286 members 
Mstep: Class 28 contains 3918 members 
Mstep: Class 29 contains 81809 members 
Mstep: Class 30 contains 5719 members 
Mstep: Class 31 contains 101737 members 
Mstep: Class 32 contains 3289 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 7299 members 
Mstep: Class 36 contains 3911 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 11316 members 
Mstep: Class 39 contains 2672 members 
Mstep: Class 40 contains 180492 members 
Mstep: Class 41 contains 1271 members 
Mstep: Class 42 contains 7931 members 
Mstep: Class 43 contains 27868 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 16663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154018688.000000 Penalty: 104160.664062
Iteration 95Q: 46 clusters Score -1.540187e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 54978 members 
Mstep: Class 5 contains 36722 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 73268 members 
Mstep: Class 8 contains 115368 members 
Mstep: Class 9 contains 12243 members 
Mstep: Class 10 contains 17724 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 20825 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 188757 members 
Mstep: Class 16 contains 32261 members 
Mstep: Class 17 contains 6604 members 
Mstep: Class 18 contains 30569 members 
Mstep: Class 19 contains 31121 members 
Mstep: Class 20 contains 148632 members 
Mstep: Class 21 contains 7137 members 
Mstep: Class 22 contains 4042 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 10253 members 
Mstep: Class 25 contains 7273 members 
Mstep: Class 26 contains 5221 members 
Mstep: Class 27 contains 4294 members 
Mstep: Class 28 contains 3916 members 
Mstep: Class 29 contains 81728 members 
Mstep: Class 30 contains 5722 members 
Mstep: Class 31 contains 101901 members 
Mstep: Class 32 contains 3282 members 
Mstep: Class 33 contains 2423 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 7389 members 
Mstep: Class 36 contains 3941 members 
Mstep: Class 37 contains 166024 members 
Mstep: Class 38 contains 11345 members 
Mstep: Class 39 contains 2652 members 
Mstep: Class 40 contains 180356 members 
Mstep: Class 41 contains 1270 members 
Mstep: Class 42 contains 7901 members 
Mstep: Class 43 contains 27996 members 
Mstep: Class 44 contains 3587 members 
Mstep: Class 45 contains 16706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154019408.000000 Penalty: 104160.664062
Iteration 96Q: 46 clusters Score -1.540194e+08 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 28009 members 
Mstep: Class 4 contains 54877 members 
Mstep: Class 5 contains 36558 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 73184 members 
Mstep: Class 8 contains 115524 members 
Mstep: Class 9 contains 12245 members 
Mstep: Class 10 contains 17513 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 20745 members 
Mstep: Class 14 contains 9165 members 
Mstep: Class 15 contains 188352 members 
Mstep: Class 16 contains 32187 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 30541 members 
Mstep: Class 19 contains 31588 members 
Mstep: Class 20 contains 149415 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 10283 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 5225 members 
Mstep: Class 27 contains 4282 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 81653 members 
Mstep: Class 30 contains 5726 members 
Mstep: Class 31 contains 102052 members 
Mstep: Class 32 contains 3284 members 
Mstep: Class 33 contains 2442 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 7462 members 
Mstep: Class 36 contains 3977 members 
Mstep: Class 37 contains 165548 members 
Mstep: Class 38 contains 11375 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 180246 members 
Mstep: Class 41 contains 1267 members 
Mstep: Class 42 contains 7866 members 
Mstep: Class 43 contains 28126 members 
Mstep: Class 44 contains 3611 members 
Mstep: Class 45 contains 16738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154020240.000000 Penalty: 104160.664062
Iteration 97Q: 46 clusters Score -1.540202e+08 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 15230 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 54775 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 3877 members 
Mstep: Class 7 contains 73103 members 
Mstep: Class 8 contains 115706 members 
Mstep: Class 9 contains 12245 members 
Mstep: Class 10 contains 17357 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 20667 members 
Mstep: Class 14 contains 9144 members 
Mstep: Class 15 contains 188114 members 
Mstep: Class 16 contains 32144 members 
Mstep: Class 17 contains 6496 members 
Mstep: Class 18 contains 30513 members 
Mstep: Class 19 contains 31963 members 
Mstep: Class 20 contains 150100 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 3979 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 10307 members 
Mstep: Class 25 contains 7168 members 
Mstep: Class 26 contains 5226 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 3925 members 
Mstep: Class 29 contains 81576 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 102229 members 
Mstep: Class 32 contains 3283 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 7543 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 165063 members 
Mstep: Class 38 contains 11388 members 
Mstep: Class 39 contains 2589 members 
Mstep: Class 40 contains 180110 members 
Mstep: Class 41 contains 1267 members 
Mstep: Class 42 contains 7836 members 
Mstep: Class 43 contains 28249 members 
Mstep: Class 44 contains 3649 members 
Mstep: Class 45 contains 16768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154021056.000000 Penalty: 104160.664062
Iteration 98Q: 46 clusters Score -1.540211e+08 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 15311 members 
Mstep: Class 3 contains 27788 members 
Mstep: Class 4 contains 54691 members 
Mstep: Class 5 contains 36163 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 73042 members 
Mstep: Class 8 contains 115866 members 
Mstep: Class 9 contains 12239 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 2623 members 
Mstep: Class 13 contains 20601 members 
Mstep: Class 14 contains 9118 members 
Mstep: Class 15 contains 187940 members 
Mstep: Class 16 contains 32097 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 30505 members 
Mstep: Class 19 contains 32257 members 
Mstep: Class 20 contains 150749 members 
Mstep: Class 21 contains 7325 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 10327 members 
Mstep: Class 25 contains 7118 members 
Mstep: Class 26 contains 5229 members 
Mstep: Class 27 contains 4269 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 81493 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 102428 members 
Mstep: Class 32 contains 3283 members 
Mstep: Class 33 contains 2475 members 
Mstep: Class 34 contains 1821 members 
Mstep: Class 35 contains 7615 members 
Mstep: Class 36 contains 4053 members 
Mstep: Class 37 contains 164646 members 
Mstep: Class 38 contains 11404 members 
Mstep: Class 39 contains 2558 members 
Mstep: Class 40 contains 179956 members 
Mstep: Class 41 contains 1268 members 
Mstep: Class 42 contains 7813 members 
Mstep: Class 43 contains 28361 members 
Mstep: Class 44 contains 3688 members 
Mstep: Class 45 contains 16791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154021904.000000 Penalty: 104160.664062
Iteration 99Q: 46 clusters Score -1.540219e+08 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 27674 members 
Mstep: Class 4 contains 54610 members 
Mstep: Class 5 contains 35971 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 72976 members 
Mstep: Class 8 contains 116029 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 187860 members 
Mstep: Class 16 contains 32053 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 30485 members 
Mstep: Class 19 contains 32499 members 
Mstep: Class 20 contains 151268 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 10343 members 
Mstep: Class 25 contains 7089 members 
Mstep: Class 26 contains 5230 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 3930 members 
Mstep: Class 29 contains 81404 members 
Mstep: Class 30 contains 5729 members 
Mstep: Class 31 contains 102599 members 
Mstep: Class 32 contains 3280 members 
Mstep: Class 33 contains 2491 members 
Mstep: Class 34 contains 1836 members 
Mstep: Class 35 contains 7688 members 
Mstep: Class 36 contains 4106 members 
Mstep: Class 37 contains 164341 members 
Mstep: Class 38 contains 11416 members 
Mstep: Class 39 contains 2529 members 
Mstep: Class 40 contains 179821 members 
Mstep: Class 41 contains 1268 members 
Mstep: Class 42 contains 7793 members 
Mstep: Class 43 contains 28467 members 
Mstep: Class 44 contains 3734 members 
Mstep: Class 45 contains 16833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154022672.000000 Penalty: 104160.664062
Iteration 100F: 46 clusters Score -1.540227e+08 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 27576 members 
Mstep: Class 4 contains 54542 members 
Mstep: Class 5 contains 35789 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 72910 members 
Mstep: Class 8 contains 116196 members 
Mstep: Class 9 contains 12221 members 
Mstep: Class 10 contains 16901 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 13 contains 20478 members 
Mstep: Class 14 contains 9057 members 
Mstep: Class 15 contains 187763 members 
Mstep: Class 16 contains 32007 members 
Mstep: Class 17 contains 6186 members 
Mstep: Class 18 contains 30469 members 
Mstep: Class 19 contains 32787 members 
Mstep: Class 20 contains 151698 members 
Mstep: Class 21 contains 7439 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 1410 members 
Mstep: Class 24 contains 10353 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 5233 members 
Mstep: Class 27 contains 4235 members 
Mstep: Class 28 contains 3926 members 
Mstep: Class 29 contains 81317 members 
Mstep: Class 30 contains 5833 members 
Mstep: Class 31 contains 102787 members 
Mstep: Class 32 contains 3275 members 
Mstep: Class 33 contains 2500 members 
Mstep: Class 34 contains 1848 members 
Mstep: Class 35 contains 7776 members 
Mstep: Class 36 contains 4128 members 
Mstep: Class 37 contains 164114 members 
Mstep: Class 38 contains 11435 members 
Mstep: Class 39 contains 2494 members 
Mstep: Class 40 contains 179692 members 
Mstep: Class 41 contains 1270 members 
Mstep: Class 42 contains 7775 members 
Mstep: Class 43 contains 28544 members 
Mstep: Class 44 contains 3801 members 
Mstep: Class 45 contains 16849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154022592.000000 Penalty: 104160.664062
Iteration 101Q: 46 clusters Score -1.540226e+08 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 27465 members 
Mstep: Class 4 contains 54482 members 
Mstep: Class 5 contains 35612 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 72858 members 
Mstep: Class 8 contains 116318 members 
Mstep: Class 9 contains 12207 members 
Mstep: Class 10 contains 16740 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 20404 members 
Mstep: Class 14 contains 9020 members 
Mstep: Class 15 contains 187683 members 
Mstep: Class 16 contains 31954 members 
Mstep: Class 17 contains 6052 members 
Mstep: Class 18 contains 30457 members 
Mstep: Class 19 contains 33066 members 
Mstep: Class 20 contains 152067 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 10361 members 
Mstep: Class 25 contains 7028 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 3950 members 
Mstep: Class 29 contains 81234 members 
Mstep: Class 30 contains 5943 members 
Mstep: Class 31 contains 102958 members 
Mstep: Class 32 contains 3271 members 
Mstep: Class 33 contains 2514 members 
Mstep: Class 34 contains 1866 members 
Mstep: Class 35 contains 7867 members 
Mstep: Class 36 contains 4167 members 
Mstep: Class 37 contains 163948 members 
Mstep: Class 38 contains 11454 members 
Mstep: Class 39 contains 2460 members 
Mstep: Class 40 contains 179585 members 
Mstep: Class 41 contains 1273 members 
Mstep: Class 42 contains 7764 members 
Mstep: Class 43 contains 28613 members 
Mstep: Class 44 contains 3861 members 
Mstep: Class 45 contains 16860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154023120.000000 Penalty: 104160.664062
Iteration 102Q: 46 clusters Score -1.540231e+08 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 54422 members 
Mstep: Class 5 contains 35455 members 
Mstep: Class 6 contains 3756 members 
Mstep: Class 7 contains 72792 members 
Mstep: Class 8 contains 116430 members 
Mstep: Class 9 contains 12193 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 1086 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 20327 members 
Mstep: Class 14 contains 8989 members 
Mstep: Class 15 contains 187606 members 
Mstep: Class 16 contains 31924 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 30439 members 
Mstep: Class 19 contains 33320 members 
Mstep: Class 20 contains 152399 members 
Mstep: Class 21 contains 7545 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 10367 members 
Mstep: Class 25 contains 6990 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4185 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 81171 members 
Mstep: Class 30 contains 6019 members 
Mstep: Class 31 contains 103138 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 2536 members 
Mstep: Class 34 contains 1880 members 
Mstep: Class 35 contains 7930 members 
Mstep: Class 36 contains 4209 members 
Mstep: Class 37 contains 163806 members 
Mstep: Class 38 contains 11465 members 
Mstep: Class 39 contains 2436 members 
Mstep: Class 40 contains 179485 members 
Mstep: Class 41 contains 1273 members 
Mstep: Class 42 contains 7753 members 
Mstep: Class 43 contains 28695 members 
Mstep: Class 44 contains 3951 members 
Mstep: Class 45 contains 16872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154023760.000000 Penalty: 104160.664062
Iteration 103Q: 46 clusters Score -1.540238e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 27277 members 
Mstep: Class 4 contains 54361 members 
Mstep: Class 5 contains 35322 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 72725 members 
Mstep: Class 8 contains 116539 members 
Mstep: Class 9 contains 12186 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 20268 members 
Mstep: Class 14 contains 9009 members 
Mstep: Class 15 contains 187574 members 
Mstep: Class 16 contains 31874 members 
Mstep: Class 17 contains 5908 members 
Mstep: Class 18 contains 30423 members 
Mstep: Class 19 contains 33511 members 
Mstep: Class 20 contains 152713 members 
Mstep: Class 21 contains 7592 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 10374 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 81102 members 
Mstep: Class 30 contains 6058 members 
Mstep: Class 31 contains 103292 members 
Mstep: Class 32 contains 3256 members 
Mstep: Class 33 contains 2550 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 7991 members 
Mstep: Class 36 contains 4247 members 
Mstep: Class 37 contains 163746 members 
Mstep: Class 38 contains 11477 members 
Mstep: Class 39 contains 2424 members 
Mstep: Class 40 contains 179378 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7737 members 
Mstep: Class 43 contains 28764 members 
Mstep: Class 44 contains 4042 members 
Mstep: Class 45 contains 16893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154024512.000000 Penalty: 104160.664062
Iteration 104Q: 46 clusters Score -1.540245e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 15332 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 54306 members 
Mstep: Class 5 contains 35191 members 
Mstep: Class 6 contains 3723 members 
Mstep: Class 7 contains 72669 members 
Mstep: Class 8 contains 116644 members 
Mstep: Class 9 contains 12185 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 20224 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 187559 members 
Mstep: Class 16 contains 31833 members 
Mstep: Class 17 contains 5865 members 
Mstep: Class 18 contains 30408 members 
Mstep: Class 19 contains 33681 members 
Mstep: Class 20 contains 152992 members 
Mstep: Class 21 contains 7646 members 
Mstep: Class 22 contains 3831 members 
Mstep: Class 23 contains 1451 members 
Mstep: Class 24 contains 10373 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 5243 members 
Mstep: Class 27 contains 4134 members 
Mstep: Class 28 contains 3864 members 
Mstep: Class 29 contains 81030 members 
Mstep: Class 30 contains 6079 members 
Mstep: Class 31 contains 103433 members 
Mstep: Class 32 contains 3244 members 
Mstep: Class 33 contains 2565 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 8025 members 
Mstep: Class 36 contains 4274 members 
Mstep: Class 37 contains 163753 members 
Mstep: Class 38 contains 11480 members 
Mstep: Class 39 contains 2405 members 
Mstep: Class 40 contains 179284 members 
Mstep: Class 41 contains 1284 members 
Mstep: Class 42 contains 7732 members 
Mstep: Class 43 contains 28806 members 
Mstep: Class 44 contains 4142 members 
Mstep: Class 45 contains 16903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025008.000000 Penalty: 104160.664062
Iteration 105Q: 46 clusters Score -1.54025e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 15268 members 
Mstep: Class 3 contains 27093 members 
Mstep: Class 4 contains 54278 members 
Mstep: Class 5 contains 35067 members 
Mstep: Class 6 contains 3704 members 
Mstep: Class 7 contains 72621 members 
Mstep: Class 8 contains 116692 members 
Mstep: Class 9 contains 12172 members 
Mstep: Class 10 contains 16236 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 20175 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 15 contains 187571 members 
Mstep: Class 16 contains 31804 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 33831 members 
Mstep: Class 20 contains 153185 members 
Mstep: Class 21 contains 7692 members 
Mstep: Class 22 contains 3820 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 10392 members 
Mstep: Class 25 contains 6834 members 
Mstep: Class 26 contains 5244 members 
Mstep: Class 27 contains 4102 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 80955 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 103571 members 
Mstep: Class 32 contains 3242 members 
Mstep: Class 33 contains 2574 members 
Mstep: Class 34 contains 1932 members 
Mstep: Class 35 contains 8050 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 163793 members 
Mstep: Class 38 contains 11483 members 
Mstep: Class 39 contains 2385 members 
Mstep: Class 40 contains 179189 members 
Mstep: Class 41 contains 1285 members 
Mstep: Class 42 contains 7729 members 
Mstep: Class 43 contains 28839 members 
Mstep: Class 44 contains 4240 members 
Mstep: Class 45 contains 16919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025264.000000 Penalty: 104160.664062
Iteration 106Q: 46 clusters Score -1.540253e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 26980 members 
Mstep: Class 4 contains 54243 members 
Mstep: Class 5 contains 34936 members 
Mstep: Class 6 contains 3699 members 
Mstep: Class 7 contains 72585 members 
Mstep: Class 8 contains 116740 members 
Mstep: Class 9 contains 12169 members 
Mstep: Class 10 contains 16160 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 9076 members 
Mstep: Class 15 contains 187628 members 
Mstep: Class 16 contains 31802 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 30389 members 
Mstep: Class 19 contains 33973 members 
Mstep: Class 20 contains 153338 members 
Mstep: Class 21 contains 7731 members 
Mstep: Class 22 contains 3811 members 
Mstep: Class 23 contains 1452 members 
Mstep: Class 24 contains 10409 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 5245 members 
Mstep: Class 27 contains 4087 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 80850 members 
Mstep: Class 30 contains 6065 members 
Mstep: Class 31 contains 103719 members 
Mstep: Class 32 contains 3241 members 
Mstep: Class 33 contains 2588 members 
Mstep: Class 34 contains 1941 members 
Mstep: Class 35 contains 8084 members 
Mstep: Class 36 contains 4320 members 
Mstep: Class 37 contains 163928 members 
Mstep: Class 38 contains 11483 members 
Mstep: Class 39 contains 2371 members 
Mstep: Class 40 contains 179047 members 
Mstep: Class 41 contains 1286 members 
Mstep: Class 42 contains 7716 members 
Mstep: Class 43 contains 28841 members 
Mstep: Class 44 contains 4345 members 
Mstep: Class 45 contains 16922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025488.000000 Penalty: 104160.664062
Iteration 107Q: 46 clusters Score -1.540255e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 15088 members 
Mstep: Class 3 contains 26883 members 
Mstep: Class 4 contains 54213 members 
Mstep: Class 5 contains 34797 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 7 contains 72563 members 
Mstep: Class 8 contains 116794 members 
Mstep: Class 9 contains 12163 members 
Mstep: Class 10 contains 16087 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 20074 members 
Mstep: Class 14 contains 9093 members 
Mstep: Class 15 contains 187722 members 
Mstep: Class 16 contains 31783 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 30381 members 
Mstep: Class 19 contains 34139 members 
Mstep: Class 20 contains 153421 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 1452 members 
Mstep: Class 24 contains 10418 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 5245 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 3770 members 
Mstep: Class 29 contains 80763 members 
Mstep: Class 30 contains 6044 members 
Mstep: Class 31 contains 103838 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 2598 members 
Mstep: Class 34 contains 1950 members 
Mstep: Class 35 contains 8117 members 
Mstep: Class 36 contains 4323 members 
Mstep: Class 37 contains 164060 members 
Mstep: Class 38 contains 11483 members 
Mstep: Class 39 contains 2361 members 
Mstep: Class 40 contains 178938 members 
Mstep: Class 41 contains 1286 members 
Mstep: Class 42 contains 7706 members 
Mstep: Class 43 contains 28861 members 
Mstep: Class 44 contains 4422 members 
Mstep: Class 45 contains 16942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025840.000000 Penalty: 104160.664062
Iteration 108Q: 46 clusters Score -1.540258e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 15024 members 
Mstep: Class 3 contains 26786 members 
Mstep: Class 4 contains 54177 members 
Mstep: Class 5 contains 34661 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 7 contains 72523 members 
Mstep: Class 8 contains 116859 members 
Mstep: Class 9 contains 12153 members 
Mstep: Class 10 contains 16011 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 2976 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 9100 members 
Mstep: Class 15 contains 187823 members 
Mstep: Class 16 contains 31756 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 18 contains 30378 members 
Mstep: Class 19 contains 34293 members 
Mstep: Class 20 contains 153436 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 3790 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 10432 members 
Mstep: Class 25 contains 6660 members 
Mstep: Class 26 contains 5245 members 
Mstep: Class 27 contains 4043 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 80665 members 
Mstep: Class 30 contains 6023 members 
Mstep: Class 31 contains 103971 members 
Mstep: Class 32 contains 3230 members 
Mstep: Class 33 contains 2612 members 
Mstep: Class 34 contains 1961 members 
Mstep: Class 35 contains 8163 members 
Mstep: Class 36 contains 4318 members 
Mstep: Class 37 contains 164236 members 
Mstep: Class 38 contains 11479 members 
Mstep: Class 39 contains 2358 members 
Mstep: Class 40 contains 178818 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 7702 members 
Mstep: Class 43 contains 28892 members 
Mstep: Class 44 contains 4497 members 
Mstep: Class 45 contains 16951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026016.000000 Penalty: 104160.664062
Iteration 109Q: 46 clusters Score -1.54026e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 26722 members 
Mstep: Class 4 contains 54152 members 
Mstep: Class 5 contains 34533 members 
Mstep: Class 6 contains 3685 members 
Mstep: Class 7 contains 72475 members 
Mstep: Class 8 contains 116900 members 
Mstep: Class 9 contains 12138 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 19937 members 
Mstep: Class 14 contains 9107 members 
Mstep: Class 15 contains 187919 members 
Mstep: Class 16 contains 31727 members 
Mstep: Class 17 contains 5934 members 
Mstep: Class 18 contains 30369 members 
Mstep: Class 19 contains 34419 members 
Mstep: Class 20 contains 153419 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 10434 members 
Mstep: Class 25 contains 6605 members 
Mstep: Class 26 contains 5245 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3761 members 
Mstep: Class 29 contains 80586 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 104086 members 
Mstep: Class 32 contains 3226 members 
Mstep: Class 33 contains 2630 members 
Mstep: Class 34 contains 1973 members 
Mstep: Class 35 contains 8206 members 
Mstep: Class 36 contains 4310 members 
Mstep: Class 37 contains 164435 members 
Mstep: Class 38 contains 11473 members 
Mstep: Class 39 contains 2355 members 
Mstep: Class 40 contains 178719 members 
Mstep: Class 41 contains 1290 members 
Mstep: Class 42 contains 7703 members 
Mstep: Class 43 contains 28928 members 
Mstep: Class 44 contains 4553 members 
Mstep: Class 45 contains 16955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026448.000000 Penalty: 104160.664062
Iteration 110Q: 46 clusters Score -1.540264e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 14916 members 
Mstep: Class 3 contains 26653 members 
Mstep: Class 4 contains 54126 members 
Mstep: Class 5 contains 34397 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 72436 members 
Mstep: Class 8 contains 116955 members 
Mstep: Class 9 contains 12126 members 
Mstep: Class 10 contains 15878 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 19878 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 188035 members 
Mstep: Class 16 contains 31715 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 30364 members 
Mstep: Class 19 contains 34538 members 
Mstep: Class 20 contains 153396 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 10441 members 
Mstep: Class 25 contains 6563 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 3775 members 
Mstep: Class 29 contains 80517 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 104229 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 2639 members 
Mstep: Class 34 contains 1991 members 
Mstep: Class 35 contains 8223 members 
Mstep: Class 36 contains 4289 members 
Mstep: Class 37 contains 164649 members 
Mstep: Class 38 contains 11473 members 
Mstep: Class 39 contains 2352 members 
Mstep: Class 40 contains 178595 members 
Mstep: Class 41 contains 1290 members 
Mstep: Class 42 contains 7697 members 
Mstep: Class 43 contains 28948 members 
Mstep: Class 44 contains 4601 members 
Mstep: Class 45 contains 16957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025856.000000 Penalty: 104160.664062
Iteration 111Q: 46 clusters Score -1.540259e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 14851 members 
Mstep: Class 3 contains 26574 members 
Mstep: Class 4 contains 54101 members 
Mstep: Class 5 contains 34278 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 72397 members 
Mstep: Class 8 contains 117000 members 
Mstep: Class 9 contains 12112 members 
Mstep: Class 10 contains 15813 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 19813 members 
Mstep: Class 14 contains 9073 members 
Mstep: Class 15 contains 188140 members 
Mstep: Class 16 contains 31694 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 30363 members 
Mstep: Class 19 contains 34644 members 
Mstep: Class 20 contains 153391 members 
Mstep: Class 21 contains 7892 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 10456 members 
Mstep: Class 25 contains 6520 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 4040 members 
Mstep: Class 28 contains 3795 members 
Mstep: Class 29 contains 80441 members 
Mstep: Class 30 contains 5983 members 
Mstep: Class 31 contains 104361 members 
Mstep: Class 32 contains 3218 members 
Mstep: Class 33 contains 2655 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 4282 members 
Mstep: Class 37 contains 164849 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2350 members 
Mstep: Class 40 contains 178511 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 7694 members 
Mstep: Class 43 contains 28975 members 
Mstep: Class 44 contains 4632 members 
Mstep: Class 45 contains 16958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025936.000000 Penalty: 104160.664062
Iteration 112Q: 46 clusters Score -1.540259e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 14773 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 54079 members 
Mstep: Class 5 contains 34178 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 72351 members 
Mstep: Class 8 contains 117019 members 
Mstep: Class 9 contains 12101 members 
Mstep: Class 10 contains 15759 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 19745 members 
Mstep: Class 14 contains 9067 members 
Mstep: Class 15 contains 188278 members 
Mstep: Class 16 contains 31675 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 34756 members 
Mstep: Class 20 contains 153431 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 1462 members 
Mstep: Class 24 contains 10475 members 
Mstep: Class 25 contains 6483 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 4028 members 
Mstep: Class 28 contains 3804 members 
Mstep: Class 29 contains 80358 members 
Mstep: Class 30 contains 5971 members 
Mstep: Class 31 contains 104503 members 
Mstep: Class 32 contains 3210 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 2015 members 
Mstep: Class 35 contains 8239 members 
Mstep: Class 36 contains 4277 members 
Mstep: Class 37 contains 164970 members 
Mstep: Class 38 contains 11470 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 178436 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 7689 members 
Mstep: Class 43 contains 29002 members 
Mstep: Class 44 contains 4669 members 
Mstep: Class 45 contains 16959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025984.000000 Penalty: 104160.664062
Iteration 113Q: 46 clusters Score -1.54026e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 14697 members 
Mstep: Class 3 contains 26402 members 
Mstep: Class 4 contains 54055 members 
Mstep: Class 5 contains 34081 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 72304 members 
Mstep: Class 8 contains 117066 members 
Mstep: Class 9 contains 12097 members 
Mstep: Class 10 contains 15708 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 19674 members 
Mstep: Class 14 contains 9065 members 
Mstep: Class 15 contains 188398 members 
Mstep: Class 16 contains 31651 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 34868 members 
Mstep: Class 20 contains 153508 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 3767 members 
Mstep: Class 23 contains 1462 members 
Mstep: Class 24 contains 10496 members 
Mstep: Class 25 contains 6437 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 4025 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 80266 members 
Mstep: Class 30 contains 5966 members 
Mstep: Class 31 contains 104631 members 
Mstep: Class 32 contains 3207 members 
Mstep: Class 33 contains 2681 members 
Mstep: Class 34 contains 2020 members 
Mstep: Class 35 contains 8242 members 
Mstep: Class 36 contains 4280 members 
Mstep: Class 37 contains 165072 members 
Mstep: Class 38 contains 11472 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 178376 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 7678 members 
Mstep: Class 43 contains 29020 members 
Mstep: Class 44 contains 4692 members 
Mstep: Class 45 contains 16961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026064.000000 Penalty: 104160.664062
Iteration 114Q: 46 clusters Score -1.540261e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 26330 members 
Mstep: Class 4 contains 54025 members 
Mstep: Class 5 contains 33997 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 72289 members 
Mstep: Class 8 contains 117116 members 
Mstep: Class 9 contains 12095 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 19606 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 188476 members 
Mstep: Class 16 contains 31631 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 30355 members 
Mstep: Class 19 contains 34990 members 
Mstep: Class 20 contains 153621 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 3762 members 
Mstep: Class 23 contains 1469 members 
Mstep: Class 24 contains 10509 members 
Mstep: Class 25 contains 6400 members 
Mstep: Class 26 contains 5248 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 80184 members 
Mstep: Class 30 contains 5959 members 
Mstep: Class 31 contains 104764 members 
Mstep: Class 32 contains 3203 members 
Mstep: Class 33 contains 2692 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 8251 members 
Mstep: Class 36 contains 4291 members 
Mstep: Class 37 contains 165136 members 
Mstep: Class 38 contains 11474 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 178288 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 7670 members 
Mstep: Class 43 contains 29030 members 
Mstep: Class 44 contains 4707 members 
Mstep: Class 45 contains 16962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025696.000000 Penalty: 104160.664062
Iteration 115Q: 46 clusters Score -1.540257e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 14517 members 
Mstep: Class 3 contains 26272 members 
Mstep: Class 4 contains 53998 members 
Mstep: Class 5 contains 33923 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 7 contains 72265 members 
Mstep: Class 8 contains 117170 members 
Mstep: Class 9 contains 12089 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 19535 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 188539 members 
Mstep: Class 16 contains 31609 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 30349 members 
Mstep: Class 19 contains 35109 members 
Mstep: Class 20 contains 153719 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 10521 members 
Mstep: Class 25 contains 6357 members 
Mstep: Class 26 contains 5248 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 3875 members 
Mstep: Class 29 contains 80106 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 104890 members 
Mstep: Class 32 contains 3201 members 
Mstep: Class 33 contains 2705 members 
Mstep: Class 34 contains 2027 members 
Mstep: Class 35 contains 8253 members 
Mstep: Class 36 contains 4307 members 
Mstep: Class 37 contains 165210 members 
Mstep: Class 38 contains 11467 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 178220 members 
Mstep: Class 41 contains 1290 members 
Mstep: Class 42 contains 7661 members 
Mstep: Class 43 contains 29028 members 
Mstep: Class 44 contains 4718 members 
Mstep: Class 45 contains 16967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025840.000000 Penalty: 104160.664062
Iteration 116Q: 46 clusters Score -1.540258e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 14447 members 
Mstep: Class 3 contains 26230 members 
Mstep: Class 4 contains 53979 members 
Mstep: Class 5 contains 33862 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 7 contains 72248 members 
Mstep: Class 8 contains 117199 members 
Mstep: Class 9 contains 12084 members 
Mstep: Class 10 contains 15599 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 19476 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 188594 members 
Mstep: Class 16 contains 31590 members 
Mstep: Class 17 contains 5896 members 
Mstep: Class 18 contains 30335 members 
Mstep: Class 19 contains 35207 members 
Mstep: Class 20 contains 153828 members 
Mstep: Class 21 contains 8005 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 10529 members 
Mstep: Class 25 contains 6315 members 
Mstep: Class 26 contains 5249 members 
Mstep: Class 27 contains 4030 members 
Mstep: Class 28 contains 3900 members 
Mstep: Class 29 contains 80040 members 
Mstep: Class 30 contains 5944 members 
Mstep: Class 31 contains 105005 members 
Mstep: Class 32 contains 3197 members 
Mstep: Class 33 contains 2720 members 
Mstep: Class 34 contains 2032 members 
Mstep: Class 35 contains 8269 members 
Mstep: Class 36 contains 4318 members 
Mstep: Class 37 contains 165244 members 
Mstep: Class 38 contains 11469 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 178130 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 7659 members 
Mstep: Class 43 contains 29041 members 
Mstep: Class 44 contains 4728 members 
Mstep: Class 45 contains 16963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025744.000000 Penalty: 104160.664062
Iteration 117Q: 46 clusters Score -1.540257e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 14369 members 
Mstep: Class 3 contains 26162 members 
Mstep: Class 4 contains 53953 members 
Mstep: Class 5 contains 33801 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 7 contains 72248 members 
Mstep: Class 8 contains 117230 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15577 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 19425 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 188648 members 
Mstep: Class 16 contains 31582 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 30323 members 
Mstep: Class 19 contains 35295 members 
Mstep: Class 20 contains 153894 members 
Mstep: Class 21 contains 8027 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 1472 members 
Mstep: Class 24 contains 10539 members 
Mstep: Class 25 contains 6278 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4033 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 79977 members 
Mstep: Class 30 contains 5936 members 
Mstep: Class 31 contains 105129 members 
Mstep: Class 32 contains 3195 members 
Mstep: Class 33 contains 2728 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 8275 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 165328 members 
Mstep: Class 38 contains 11472 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 178043 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7654 members 
Mstep: Class 43 contains 29058 members 
Mstep: Class 44 contains 4740 members 
Mstep: Class 45 contains 16952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026032.000000 Penalty: 104160.664062
Iteration 118Q: 46 clusters Score -1.54026e+08 nChanged 2115
Entering ConstructFrom: 
Score: -154026032.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (36021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Entering Unmasked Estep 
Score: -3658820.750000 Penalty: 1704.926880
	Iteration 0F: 2 clusters Score -3658821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3634608.500000 Penalty: 3409.853760
	Iteration 0F: 3 clusters Score -3634608 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3644415.000000 Penalty: 3409.853760
	Iteration 1F: 3 clusters Score -3644415 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3645111.500000 Penalty: 3409.853760
	Iteration 2F: 3 clusters Score -3645112 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3645999.500000 Penalty: 3409.853760
	Iteration 3F: 3 clusters Score -3646000 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3647206.750000 Penalty: 3409.853760
	Iteration 4F: 3 clusters Score -3647207 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3648584.250000 Penalty: 3409.853760
	Iteration 5F: 3 clusters Score -3648584 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3650155.500000 Penalty: 3409.853760
	Iteration 6F: 3 clusters Score -3650156 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3651778.000000 Penalty: 3409.853760
	Iteration 7F: 3 clusters Score -3651778 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3653264.500000 Penalty: 3409.853760
	Iteration 8F: 3 clusters Score -3653264 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3654348.500000 Penalty: 3409.853760
	Iteration 9Q: 3 clusters Score -3654348 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3655021.250000 Penalty: 3409.853760
	Iteration 10Q: 3 clusters Score -3655021 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3655389 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3655609.250000 Penalty: 3409.853760
	Iteration 12Q: 3 clusters Score -3655609 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3655782 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3655946 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3656109 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3656233.000000 Penalty: 3409.853760
	Iteration 16Q: 3 clusters Score -3656233 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3656363 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3656471.250000 Penalty: 3409.853760
	Iteration 18Q: 3 clusters Score -3656471 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3656576.000000 Penalty: 3409.853760
	Iteration 19Q: 3 clusters Score -3656576 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3656667.250000 Penalty: 3409.853760
	Iteration 20F: 3 clusters Score -3656667 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3656760.000000 Penalty: 3409.853760
	Iteration 21Q: 3 clusters Score -3656760 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3656835.000000 Penalty: 3409.853760
	Iteration 22Q: 3 clusters Score -3656835 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3656917.250000 Penalty: 3409.853760
	Iteration 23Q: 3 clusters Score -3656917 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3657011.000000 Penalty: 3409.853760
	Iteration 24Q: 3 clusters Score -3657011 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3657115.000000 Penalty: 3409.853760
	Iteration 25Q: 3 clusters Score -3657115 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3657198.000000 Penalty: 3409.853760
	Iteration 26Q: 3 clusters Score -3657198 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3657313.250000 Penalty: 3409.853760
	Iteration 27Q: 3 clusters Score -3657313 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3657432.000000 Penalty: 3409.853760
	Iteration 28Q: 3 clusters Score -3657432 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3657509.250000 Penalty: 3409.853760
	Iteration 29Q: 3 clusters Score -3657509 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3657595.000000 Penalty: 3409.853760
	Iteration 30Q: 3 clusters Score -3657595 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3657687.000000 Penalty: 3409.853760
	Iteration 31Q: 3 clusters Score -3657687 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3657790.500000 Penalty: 3409.853760
	Iteration 32Q: 3 clusters Score -3657790 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3657891.250000 Penalty: 3409.853760
	Iteration 33Q: 3 clusters Score -3657891 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3657968.000000 Penalty: 3409.853760
	Iteration 34Q: 3 clusters Score -3657968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3658032.500000 Penalty: 3409.853760
	Iteration 35Q: 3 clusters Score -3658032 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3658079.250000 Penalty: 3409.853760
	Iteration 36Q: 3 clusters Score -3658079 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3658123.000000 Penalty: 3409.853760
	Iteration 37Q: 3 clusters Score -3658123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3658154.750000 Penalty: 3409.853760
	Iteration 38Q: 3 clusters Score -3658155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3658180.750000 Penalty: 3409.853760
	Iteration 39Q: 3 clusters Score -3658181 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3658199.250000 Penalty: 3409.853760
	Iteration 40F: 3 clusters Score -3658199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3658220.500000 Penalty: 3409.853760
	Iteration 41Q: 3 clusters Score -3658220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3658252.000000 Penalty: 3409.853760
	Iteration 42Q: 3 clusters Score -3658252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3658266.250000 Penalty: 3409.853760
	Iteration 43Q: 3 clusters Score -3658266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3658272.000000 Penalty: 3409.853760
	Iteration 44Q: 3 clusters Score -3658272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3658286.000000 Penalty: 3409.853760
	Iteration 45Q: 3 clusters Score -3658286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3658293.250000 Penalty: 3409.853760
	Iteration 46Q: 3 clusters Score -3658293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3658313.750000 Penalty: 3409.853760
	Iteration 47Q: 3 clusters Score -3658314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3658308.750000 Penalty: 3409.853760
	Iteration 48Q: 3 clusters Score -3658309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3658312.000000 Penalty: 3409.853760
	Iteration 49Q: 3 clusters Score -3658312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3658320.500000 Penalty: 3409.853760
	Iteration 50Q: 3 clusters Score -3658320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3658332.250000 Penalty: 3409.853760
	Iteration 51Q: 3 clusters Score -3658332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3658341.500000 Penalty: 3409.853760
	Iteration 52Q: 3 clusters Score -3658342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3658356.000000 Penalty: 3409.853760
	Iteration 53Q: 3 clusters Score -3658356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3658351.000000 Penalty: 3409.853760
	Iteration 54Q: 3 clusters Score -3658351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3658350.250000 Penalty: 3409.853760
	Iteration 55Q: 3 clusters Score -3658350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3658356.750000 Penalty: 3409.853760
	Iteration 56Q: 3 clusters Score -3658357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3658366.750000 Penalty: 3409.853760
	Iteration 57Q: 3 clusters Score -3658367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3658373.500000 Penalty: 3409.853760
	Iteration 58Q: 3 clusters Score -3658374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3658367.000000 Penalty: 3409.853760
	Iteration 59Q: 3 clusters Score -3658367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3658373.000000 Penalty: 3409.853760
	Iteration 60F: 3 clusters Score -3658373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3658371.250000 Penalty: 3409.853760
	Iteration 61Q: 3 clusters Score -3658371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3658380.750000 Penalty: 3409.853760
	Iteration 62Q: 3 clusters Score -3658381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3658378.750000 Penalty: 3409.853760
	Iteration 63Q: 3 clusters Score -3658379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3658380.750000 Penalty: 3409.853760
	Iteration 64Q: 3 clusters Score -3658381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3658381.250000 Penalty: 3409.853760
	Iteration 65Q: 3 clusters Score -3658381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3658380.500000 Penalty: 3409.853760
	Iteration 66Q: 3 clusters Score -3658380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3658381.500000 Penalty: 3409.853760
	Iteration 67Q: 3 clusters Score -3658382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3658384.250000 Penalty: 3409.853760
	Iteration 68Q: 3 clusters Score -3658384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3658389.000000 Penalty: 3409.853760
	Iteration 69Q: 3 clusters Score -3658389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3658385.000000 Penalty: 3409.853760
	Iteration 70Q: 3 clusters Score -3658385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3658388.750000 Penalty: 3409.853760
	Iteration 71Q: 3 clusters Score -3658389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3658391.750000 Penalty: 3409.853760
	Iteration 72Q: 3 clusters Score -3658392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3658389.500000 Penalty: 3409.853760
	Iteration 73Q: 3 clusters Score -3658390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3658391.250000 Penalty: 3409.853760
	Iteration 74Q: 3 clusters Score -3658391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3658392.000000 Penalty: 3409.853760
	Iteration 75Q: 3 clusters Score -3658392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3658394.500000 Penalty: 3409.853760
	Iteration 76Q: 3 clusters Score -3658394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3658391.750000 Penalty: 3409.853760
	Iteration 77Q: 3 clusters Score -3658392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3658393.250000 Penalty: 3409.853760
	Iteration 78Q: 3 clusters Score -3658393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3658390.250000 Penalty: 3409.853760
	Iteration 79Q: 3 clusters Score -3658390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3658387.500000 Penalty: 3409.853760
	Iteration 80F: 3 clusters Score -3658388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3658389.250000 Penalty: 3409.853760
	Iteration 81Q: 3 clusters Score -3658389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3658390.500000 Penalty: 3409.853760
	Iteration 82Q: 3 clusters Score -3658390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3658392.250000 Penalty: 3409.853760
	Iteration 83Q: 3 clusters Score -3658392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3658392.500000 Penalty: 3409.853760
	Iteration 84Q: 3 clusters Score -3658392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3658391.750000 Penalty: 3409.853760
	Iteration 85Q: 3 clusters Score -3658392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3658390.500000 Penalty: 3409.853760
	Iteration 86Q: 3 clusters Score -3658390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3658390.250000 Penalty: 3409.853760
	Iteration 87Q: 3 clusters Score -3658390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3658384.750000 Penalty: 3409.853760
	Iteration 88Q: 3 clusters Score -3658385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3658384.000000 Penalty: 3409.853760
	Iteration 89Q: 3 clusters Score -3658384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3658384.000000 Penalty: 3409.853760
	Iteration 90Q: 3 clusters Score -3658384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3658382.250000 Penalty: 3409.853760
	Iteration 91Q: 3 clusters Score -3658382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3658383.250000 Penalty: 3409.853760
	Iteration 92Q: 3 clusters Score -3658383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3658383.250000 Penalty: 3409.853760
	Iteration 93F: 3 clusters Score -3658383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Entering Unmasked Estep 
Score: -1487084.625000 Penalty: 1554.563599
	Iteration 0F: 2 clusters Score -1487085 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 7120 members 
Entering Unmasked Estep 
Score: -1477193.500000 Penalty: 3109.127197
	Iteration 0F: 3 clusters Score -1477194 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1480464.250000 Penalty: 3109.127197
	Iteration 1F: 3 clusters Score -1480464 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1480854 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1481263.375000 Penalty: 3109.127197
	Iteration 3F: 3 clusters Score -1481263 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1481767.625000 Penalty: 3109.127197
	Iteration 4F: 3 clusters Score -1481768 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1482412.500000 Penalty: 3109.127197
	Iteration 5F: 3 clusters Score -1482412 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1483170.375000 Penalty: 3109.127197
	Iteration 6F: 3 clusters Score -1483170 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1483909.875000 Penalty: 3109.127197
	Iteration 7F: 3 clusters Score -1483910 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1484558.000000 Penalty: 3109.127197
	Iteration 8F: 3 clusters Score -1484558 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1485054.750000 Penalty: 3109.127197
	Iteration 9F: 3 clusters Score -1485055 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1485395.625000 Penalty: 3109.127197
	Iteration 10Q: 3 clusters Score -1485396 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1485639.250000 Penalty: 3109.127197
	Iteration 11Q: 3 clusters Score -1485639 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1485800.875000 Penalty: 3109.127197
	Iteration 12Q: 3 clusters Score -1485801 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1485896.875000 Penalty: 3109.127197
	Iteration 13Q: 3 clusters Score -1485897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1485975.250000 Penalty: 3109.127197
	Iteration 14Q: 3 clusters Score -1485975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1486016.375000 Penalty: 3109.127197
	Iteration 15Q: 3 clusters Score -1486016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1486055.125000 Penalty: 3109.127197
	Iteration 16Q: 3 clusters Score -1486055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1486096.625000 Penalty: 3109.127197
	Iteration 17Q: 3 clusters Score -1486097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1486129.000000 Penalty: 3109.127197
	Iteration 18Q: 3 clusters Score -1486129 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1486168.625000 Penalty: 3109.127197
	Iteration 19Q: 3 clusters Score -1486169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1486196.750000 Penalty: 3109.127197
	Iteration 20F: 3 clusters Score -1486197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1486215.250000 Penalty: 3109.127197
	Iteration 21Q: 3 clusters Score -1486215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1486233.125000 Penalty: 3109.127197
	Iteration 22Q: 3 clusters Score -1486233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1486252.125000 Penalty: 3109.127197
	Iteration 23Q: 3 clusters Score -1486252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1486271.875000 Penalty: 3109.127197
	Iteration 24Q: 3 clusters Score -1486272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1486289.000000 Penalty: 3109.127197
	Iteration 25Q: 3 clusters Score -1486289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1486294.750000 Penalty: 3109.127197
	Iteration 26Q: 3 clusters Score -1486295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1486303.000000 Penalty: 3109.127197
	Iteration 27Q: 3 clusters Score -1486303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1486310.875000 Penalty: 3109.127197
	Iteration 28Q: 3 clusters Score -1486311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1486319.000000 Penalty: 3109.127197
	Iteration 29Q: 3 clusters Score -1486319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1486324.500000 Penalty: 3109.127197
	Iteration 30Q: 3 clusters Score -1486324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1486330.375000 Penalty: 3109.127197
	Iteration 31Q: 3 clusters Score -1486330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1486333.875000 Penalty: 3109.127197
	Iteration 32Q: 3 clusters Score -1486334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1486339.125000 Penalty: 3109.127197
	Iteration 33Q: 3 clusters Score -1486339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1486342.250000 Penalty: 3109.127197
	Iteration 34Q: 3 clusters Score -1486342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1486348.500000 Penalty: 3109.127197
	Iteration 35Q: 3 clusters Score -1486348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1486357.125000 Penalty: 3109.127197
	Iteration 36Q: 3 clusters Score -1486357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1486356.875000 Penalty: 3109.127197
	Iteration 37Q: 3 clusters Score -1486357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1486362.875000 Penalty: 3109.127197
	Iteration 38Q: 3 clusters Score -1486363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1486363.000000 Penalty: 3109.127197
	Iteration 39Q: 3 clusters Score -1486363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1486364.375000 Penalty: 3109.127197
	Iteration 40F: 3 clusters Score -1486364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1486366.125000 Penalty: 3109.127197
	Iteration 41Q: 3 clusters Score -1486366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1486364.375000 Penalty: 3109.127197
	Iteration 42Q: 3 clusters Score -1486364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1486363.375000 Penalty: 3109.127197
	Iteration 43Q: 3 clusters Score -1486363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1486366.375000 Penalty: 3109.127197
	Iteration 44Q: 3 clusters Score -1486366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1486368.125000 Penalty: 3109.127197
	Iteration 45Q: 3 clusters Score -1486368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1486367.125000 Penalty: 3109.127197
	Iteration 46Q: 3 clusters Score -1486367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1486369.750000 Penalty: 3109.127197
	Iteration 47Q: 3 clusters Score -1486370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1486368.000000 Penalty: 3109.127197
	Iteration 48Q: 3 clusters Score -1486368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1486369.625000 Penalty: 3109.127197
	Iteration 49Q: 3 clusters Score -1486370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1486369.875000 Penalty: 3109.127197
	Iteration 50Q: 3 clusters Score -1486370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1486370.000000 Penalty: 3109.127197
	Iteration 51Q: 3 clusters Score -1486370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1486371.125000 Penalty: 3109.127197
	Iteration 52Q: 3 clusters Score -1486371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1486373.625000 Penalty: 3109.127197
	Iteration 53Q: 3 clusters Score -1486374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1486373.125000 Penalty: 3109.127197
	Iteration 54Q: 3 clusters Score -1486373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1486371.500000 Penalty: 3109.127197
	Iteration 55Q: 3 clusters Score -1486372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1486369.125000 Penalty: 3109.127197
	Iteration 56Q: 3 clusters Score -1486369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1486367.625000 Penalty: 3109.127197
	Iteration 57Q: 3 clusters Score -1486368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1486370.500000 Penalty: 3109.127197
	Iteration 58Q: 3 clusters Score -1486370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1486369.875000 Penalty: 3109.127197
	Iteration 59Q: 3 clusters Score -1486370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1486369.875000 Penalty: 3109.127197
	Iteration 60F: 3 clusters Score -1486370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Entering Unmasked Estep 
Score: -2750729.500000 Penalty: 1652.618408
	Iteration 0F: 2 clusters Score -2750730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2733122.500000 Penalty: 3305.236816
	Iteration 0F: 3 clusters Score -2733122 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2739728.750000 Penalty: 3305.236816
	Iteration 1F: 3 clusters Score -2739729 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2740217.500000 Penalty: 3305.236816
	Iteration 2Q: 3 clusters Score -2740218 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2740679.250000 Penalty: 3305.236816
	Iteration 3Q: 3 clusters Score -2740679 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2741217.250000 Penalty: 3305.236816
	Iteration 4Q: 3 clusters Score -2741217 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2741792.750000 Penalty: 3305.236816
	Iteration 5Q: 3 clusters Score -2741793 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2742468.000000 Penalty: 3305.236816
	Iteration 6F: 3 clusters Score -2742468 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2743117.750000 Penalty: 3305.236816
	Iteration 7F: 3 clusters Score -2743118 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2743719.750000 Penalty: 3305.236816
	Iteration 8Q: 3 clusters Score -2743720 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2744283.000000 Penalty: 3305.236816
	Iteration 9Q: 3 clusters Score -2744283 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2744788.250000 Penalty: 3305.236816
	Iteration 10Q: 3 clusters Score -2744788 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2745255.500000 Penalty: 3305.236816
	Iteration 11Q: 3 clusters Score -2745256 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2745687.750000 Penalty: 3305.236816
	Iteration 12Q: 3 clusters Score -2745688 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2746093.000000 Penalty: 3305.236816
	Iteration 13Q: 3 clusters Score -2746093 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2746376.000000 Penalty: 3305.236816
	Iteration 14Q: 3 clusters Score -2746376 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2746601.750000 Penalty: 3305.236816
	Iteration 15Q: 3 clusters Score -2746602 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2746757.000000 Penalty: 3305.236816
	Iteration 16Q: 3 clusters Score -2746757 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2746914.500000 Penalty: 3305.236816
	Iteration 17Q: 3 clusters Score -2746914 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2747058.500000 Penalty: 3305.236816
	Iteration 18Q: 3 clusters Score -2747058 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2747199.500000 Penalty: 3305.236816
	Iteration 19Q: 3 clusters Score -2747200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2747342.500000 Penalty: 3305.236816
	Iteration 20F: 3 clusters Score -2747342 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2747500.500000 Penalty: 3305.236816
	Iteration 21Q: 3 clusters Score -2747500 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2747661.000000 Penalty: 3305.236816
	Iteration 22Q: 3 clusters Score -2747661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2747815.750000 Penalty: 3305.236816
	Iteration 23Q: 3 clusters Score -2747816 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2747940.000000 Penalty: 3305.236816
	Iteration 24Q: 3 clusters Score -2747940 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2748076.000000 Penalty: 3305.236816
	Iteration 25Q: 3 clusters Score -2748076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2748173.500000 Penalty: 3305.236816
	Iteration 26Q: 3 clusters Score -2748174 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2748305.250000 Penalty: 3305.236816
	Iteration 27Q: 3 clusters Score -2748305 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2748389.750000 Penalty: 3305.236816
	Iteration 28Q: 3 clusters Score -2748390 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2748504.750000 Penalty: 3305.236816
	Iteration 29Q: 3 clusters Score -2748505 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2748603.750000 Penalty: 3305.236816
	Iteration 30Q: 3 clusters Score -2748604 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2748689.000000 Penalty: 3305.236816
	Iteration 31Q: 3 clusters Score -2748689 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2748785.000000 Penalty: 3305.236816
	Iteration 32Q: 3 clusters Score -2748785 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2748821.250000 Penalty: 3305.236816
	Iteration 33Q: 3 clusters Score -2748821 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2748866.750000 Penalty: 3305.236816
	Iteration 34Q: 3 clusters Score -2748867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2748910.000000 Penalty: 3305.236816
	Iteration 35Q: 3 clusters Score -2748910 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2748955.750000 Penalty: 3305.236816
	Iteration 36Q: 3 clusters Score -2748956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2748996.500000 Penalty: 3305.236816
	Iteration 37Q: 3 clusters Score -2748996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2749019.000000 Penalty: 3305.236816
	Iteration 38Q: 3 clusters Score -2749019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2749049.250000 Penalty: 3305.236816
	Iteration 39Q: 3 clusters Score -2749049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2749066.500000 Penalty: 3305.236816
	Iteration 40F: 3 clusters Score -2749066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2749086.500000 Penalty: 3305.236816
	Iteration 41Q: 3 clusters Score -2749086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2749099.500000 Penalty: 3305.236816
	Iteration 42Q: 3 clusters Score -2749100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2749114.250000 Penalty: 3305.236816
	Iteration 43Q: 3 clusters Score -2749114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2749121.750000 Penalty: 3305.236816
	Iteration 44Q: 3 clusters Score -2749122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2749123.250000 Penalty: 3305.236816
	Iteration 45Q: 3 clusters Score -2749123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2749130.500000 Penalty: 3305.236816
	Iteration 46Q: 3 clusters Score -2749130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2749141.000000 Penalty: 3305.236816
	Iteration 47Q: 3 clusters Score -2749141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2749150.000000 Penalty: 3305.236816
	Iteration 48Q: 3 clusters Score -2749150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2749160.000000 Penalty: 3305.236816
	Iteration 49Q: 3 clusters Score -2749160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2749171.250000 Penalty: 3305.236816
	Iteration 50Q: 3 clusters Score -2749171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2749181.250000 Penalty: 3305.236816
	Iteration 51Q: 3 clusters Score -2749181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2749181.750000 Penalty: 3305.236816
	Iteration 52Q: 3 clusters Score -2749182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2749183.250000 Penalty: 3305.236816
	Iteration 53Q: 3 clusters Score -2749183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2749188.250000 Penalty: 3305.236816
	Iteration 54Q: 3 clusters Score -2749188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2749194.000000 Penalty: 3305.236816
	Iteration 55Q: 3 clusters Score -2749194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2749211.750000 Penalty: 3305.236816
	Iteration 56Q: 3 clusters Score -2749212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2749210.750000 Penalty: 3305.236816
	Iteration 57Q: 3 clusters Score -2749211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2749210.500000 Penalty: 3305.236816
	Iteration 58Q: 3 clusters Score -2749210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2749214.750000 Penalty: 3305.236816
	Iteration 59Q: 3 clusters Score -2749215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2749217.000000 Penalty: 3305.236816
	Iteration 60F: 3 clusters Score -2749217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2749225.750000 Penalty: 3305.236816
	Iteration 61Q: 3 clusters Score -2749226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2749236.500000 Penalty: 3305.236816
	Iteration 62Q: 3 clusters Score -2749236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2749237.250000 Penalty: 3305.236816
	Iteration 63Q: 3 clusters Score -2749237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2749239.750000 Penalty: 3305.236816
	Iteration 64Q: 3 clusters Score -2749240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2749249.250000 Penalty: 3305.236816
	Iteration 65Q: 3 clusters Score -2749249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2749257.250000 Penalty: 3305.236816
	Iteration 66Q: 3 clusters Score -2749257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2749262.750000 Penalty: 3305.236816
	Iteration 67Q: 3 clusters Score -2749263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2749274.000000 Penalty: 3305.236816
	Iteration 68Q: 3 clusters Score -2749274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2749291.750000 Penalty: 3305.236816
	Iteration 69Q: 3 clusters Score -2749292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2749304.000000 Penalty: 3305.236816
	Iteration 70Q: 3 clusters Score -2749304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2749317.250000 Penalty: 3305.236816
	Iteration 71Q: 3 clusters Score -2749317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2749331.500000 Penalty: 3305.236816
	Iteration 72Q: 3 clusters Score -2749332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2749348.500000 Penalty: 3305.236816
	Iteration 73Q: 3 clusters Score -2749348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2749371.000000 Penalty: 3305.236816
	Iteration 74Q: 3 clusters Score -2749371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2749377.250000 Penalty: 3305.236816
	Iteration 75Q: 3 clusters Score -2749377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2749387.000000 Penalty: 3305.236816
	Iteration 76Q: 3 clusters Score -2749387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2749399.500000 Penalty: 3305.236816
	Iteration 77Q: 3 clusters Score -2749400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2749410.000000 Penalty: 3305.236816
	Iteration 78Q: 3 clusters Score -2749410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2749413.000000 Penalty: 3305.236816
	Iteration 79Q: 3 clusters Score -2749413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2749425.500000 Penalty: 3305.236816
	Iteration 80F: 3 clusters Score -2749426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2749433.250000 Penalty: 3305.236816
	Iteration 81Q: 3 clusters Score -2749433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2749448.250000 Penalty: 3305.236816
	Iteration 82Q: 3 clusters Score -2749448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2749459.750000 Penalty: 3305.236816
	Iteration 83Q: 3 clusters Score -2749460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2749478.250000 Penalty: 3305.236816
	Iteration 84Q: 3 clusters Score -2749478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2749480.500000 Penalty: 3305.236816
	Iteration 85Q: 3 clusters Score -2749480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2749490.750000 Penalty: 3305.236816
	Iteration 86Q: 3 clusters Score -2749491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2749494.250000 Penalty: 3305.236816
	Iteration 87Q: 3 clusters Score -2749494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2749503.500000 Penalty: 3305.236816
	Iteration 88Q: 3 clusters Score -2749504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2749504.000000 Penalty: 3305.236816
	Iteration 89Q: 3 clusters Score -2749504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2749501.750000 Penalty: 3305.236816
	Iteration 90Q: 3 clusters Score -2749502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2749500.750000 Penalty: 3305.236816
	Iteration 91Q: 3 clusters Score -2749501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2749503.000000 Penalty: 3305.236816
	Iteration 92Q: 3 clusters Score -2749503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2749503.000000 Penalty: 3305.236816
	Iteration 93Q: 3 clusters Score -2749503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2749504.000000 Penalty: 3305.236816
	Iteration 94Q: 3 clusters Score -2749504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2749502.500000 Penalty: 3305.236816
	Iteration 95Q: 3 clusters Score -2749502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2749505.250000 Penalty: 3305.236816
	Iteration 96Q: 3 clusters Score -2749505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2749503.000000 Penalty: 3305.236816
	Iteration 97Q: 3 clusters Score -2749503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2749503.000000 Penalty: 3305.236816
	Iteration 98F: 3 clusters Score -2749503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Entering Unmasked Estep 
Score: -5657310.000000 Penalty: 1770.494263
	Iteration 0F: 2 clusters Score -5657310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5621449.500000 Penalty: 3540.988525
	Iteration 0F: 3 clusters Score -5621450 nChanged 25140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5635557.500000 Penalty: 3540.988525
	Iteration 1F: 3 clusters Score -5635558 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5636431.500000 Penalty: 3540.988525
	Iteration 2Q: 3 clusters Score -5636432 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5637735.500000 Penalty: 3540.988525
	Iteration 3F: 3 clusters Score -5637736 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5639623.000000 Penalty: 3540.988525
	Iteration 4F: 3 clusters Score -5639623 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -5642007.000000 Penalty: 3540.988525
	Iteration 5F: 3 clusters Score -5642007 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5644351.500000 Penalty: 3540.988525
	Iteration 6F: 3 clusters Score -5644352 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5646460.500000 Penalty: 3540.988525
	Iteration 7F: 3 clusters Score -5646460 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -5648157.500000 Penalty: 3540.988525
	Iteration 8F: 3 clusters Score -5648158 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5649601.000000 Penalty: 3540.988525
	Iteration 9Q: 3 clusters Score -5649601 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -5650934.000000 Penalty: 3540.988525
	Iteration 10Q: 3 clusters Score -5650934 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -5652167.500000 Penalty: 3540.988525
	Iteration 11Q: 3 clusters Score -5652168 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -5653260.000000 Penalty: 3540.988525
	Iteration 12Q: 3 clusters Score -5653260 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -5654126.000000 Penalty: 3540.988525
	Iteration 13Q: 3 clusters Score -5654126 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -5654691.000000 Penalty: 3540.988525
	Iteration 14Q: 3 clusters Score -5654691 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -5655049.000000 Penalty: 3540.988525
	Iteration 15Q: 3 clusters Score -5655049 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -5655296.500000 Penalty: 3540.988525
	Iteration 16Q: 3 clusters Score -5655296 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -5655458.000000 Penalty: 3540.988525
	Iteration 17Q: 3 clusters Score -5655458 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -5655593.000000 Penalty: 3540.988525
	Iteration 18Q: 3 clusters Score -5655593 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -5655664.500000 Penalty: 3540.988525
	Iteration 19Q: 3 clusters Score -5655664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -5655711.000000 Penalty: 3540.988525
	Iteration 20F: 3 clusters Score -5655711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -5655738.000000 Penalty: 3540.988525
	Iteration 21Q: 3 clusters Score -5655738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -5655750.000000 Penalty: 3540.988525
	Iteration 22Q: 3 clusters Score -5655750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -5655767.500000 Penalty: 3540.988525
	Iteration 23Q: 3 clusters Score -5655768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -5655783.000000 Penalty: 3540.988525
	Iteration 24Q: 3 clusters Score -5655783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -5655792.000000 Penalty: 3540.988525
	Iteration 25Q: 3 clusters Score -5655792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -5655795.500000 Penalty: 3540.988525
	Iteration 26Q: 3 clusters Score -5655796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -5655791.500000 Penalty: 3540.988525
	Iteration 27Q: 3 clusters Score -5655792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -5655793.500000 Penalty: 3540.988525
	Iteration 28Q: 3 clusters Score -5655794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -5655793.000000 Penalty: 3540.988525
	Iteration 29Q: 3 clusters Score -5655793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -5655796.500000 Penalty: 3540.988525
	Iteration 30Q: 3 clusters Score -5655796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -5655792.000000 Penalty: 3540.988525
	Iteration 31Q: 3 clusters Score -5655792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -5655800.000000 Penalty: 3540.988525
	Iteration 32Q: 3 clusters Score -5655800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -5655804.000000 Penalty: 3540.988525
	Iteration 33Q: 3 clusters Score -5655804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -5655806.000000 Penalty: 3540.988525
	Iteration 34Q: 3 clusters Score -5655806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -5655811.500000 Penalty: 3540.988525
	Iteration 35Q: 3 clusters Score -5655812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -5655819.000000 Penalty: 3540.988525
	Iteration 36Q: 3 clusters Score -5655819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -5655813.500000 Penalty: 3540.988525
	Iteration 37Q: 3 clusters Score -5655814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -5655823.500000 Penalty: 3540.988525
	Iteration 38Q: 3 clusters Score -5655824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -5655814.000000 Penalty: 3540.988525
	Iteration 39Q: 3 clusters Score -5655814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -5655823.500000 Penalty: 3540.988525
	Iteration 40F: 3 clusters Score -5655824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -5655821.500000 Penalty: 3540.988525
	Iteration 41Q: 3 clusters Score -5655822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -5655830.000000 Penalty: 3540.988525
	Iteration 42Q: 3 clusters Score -5655830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -5655833.500000 Penalty: 3540.988525
	Iteration 43Q: 3 clusters Score -5655834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -5655838.500000 Penalty: 3540.988525
	Iteration 44Q: 3 clusters Score -5655838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -5655841.500000 Penalty: 3540.988525
	Iteration 45Q: 3 clusters Score -5655842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -5655840.000000 Penalty: 3540.988525
	Iteration 46Q: 3 clusters Score -5655840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -5655851.000000 Penalty: 3540.988525
	Iteration 47Q: 3 clusters Score -5655851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -5655854.000000 Penalty: 3540.988525
	Iteration 48Q: 3 clusters Score -5655854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -5655858.500000 Penalty: 3540.988525
	Iteration 49Q: 3 clusters Score -5655858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -5655856.500000 Penalty: 3540.988525
	Iteration 50Q: 3 clusters Score -5655856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -5655863.500000 Penalty: 3540.988525
	Iteration 51Q: 3 clusters Score -5655864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -5655865.000000 Penalty: 3540.988525
	Iteration 52Q: 3 clusters Score -5655865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -5655865.000000 Penalty: 3540.988525
	Iteration 53F: 3 clusters Score -5655865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Entering Unmasked Estep 
Score: -3435062.250000 Penalty: 1694.344604
	Iteration 0F: 2 clusters Score -3435062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3412493.250000 Penalty: 3388.689209
	Iteration 0F: 3 clusters Score -3412493 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3421051.750000 Penalty: 3388.689209
	Iteration 1F: 3 clusters Score -3421052 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3421630.500000 Penalty: 3388.689209
	Iteration 2Q: 3 clusters Score -3421630 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3422351.000000 Penalty: 3388.689209
	Iteration 3Q: 3 clusters Score -3422351 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3423284.500000 Penalty: 3388.689209
	Iteration 4F: 3 clusters Score -3423284 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3424412.750000 Penalty: 3388.689209
	Iteration 5F: 3 clusters Score -3424413 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3425781.250000 Penalty: 3388.689209
	Iteration 6F: 3 clusters Score -3425781 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3427142.250000 Penalty: 3388.689209
	Iteration 7F: 3 clusters Score -3427142 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3428424.500000 Penalty: 3388.689209
	Iteration 8F: 3 clusters Score -3428424 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3429616.500000 Penalty: 3388.689209
	Iteration 9Q: 3 clusters Score -3429616 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3430537.500000 Penalty: 3388.689209
	Iteration 10Q: 3 clusters Score -3430538 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3431273.000000 Penalty: 3388.689209
	Iteration 11Q: 3 clusters Score -3431273 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3431899.000000 Penalty: 3388.689209
	Iteration 12Q: 3 clusters Score -3431899 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3432312.750000 Penalty: 3388.689209
	Iteration 13Q: 3 clusters Score -3432313 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3432607.750000 Penalty: 3388.689209
	Iteration 14Q: 3 clusters Score -3432608 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3432839.250000 Penalty: 3388.689209
	Iteration 15Q: 3 clusters Score -3432839 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3433004.750000 Penalty: 3388.689209
	Iteration 16Q: 3 clusters Score -3433005 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3433111.250000 Penalty: 3388.689209
	Iteration 17Q: 3 clusters Score -3433111 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3433183.500000 Penalty: 3388.689209
	Iteration 18Q: 3 clusters Score -3433184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3433247.250000 Penalty: 3388.689209
	Iteration 19Q: 3 clusters Score -3433247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3433306.250000 Penalty: 3388.689209
	Iteration 20F: 3 clusters Score -3433306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3433371.250000 Penalty: 3388.689209
	Iteration 21Q: 3 clusters Score -3433371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3433427.250000 Penalty: 3388.689209
	Iteration 22Q: 3 clusters Score -3433427 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3433487.250000 Penalty: 3388.689209
	Iteration 23Q: 3 clusters Score -3433487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3433524.750000 Penalty: 3388.689209
	Iteration 24Q: 3 clusters Score -3433525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3433556.750000 Penalty: 3388.689209
	Iteration 25Q: 3 clusters Score -3433557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3433576.250000 Penalty: 3388.689209
	Iteration 26Q: 3 clusters Score -3433576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3433583.500000 Penalty: 3388.689209
	Iteration 27Q: 3 clusters Score -3433584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3433591.000000 Penalty: 3388.689209
	Iteration 28Q: 3 clusters Score -3433591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3433590.500000 Penalty: 3388.689209
	Iteration 29Q: 3 clusters Score -3433590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3433600.250000 Penalty: 3388.689209
	Iteration 30Q: 3 clusters Score -3433600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3433609.500000 Penalty: 3388.689209
	Iteration 31Q: 3 clusters Score -3433610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3433617.750000 Penalty: 3388.689209
	Iteration 32Q: 3 clusters Score -3433618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3433627.250000 Penalty: 3388.689209
	Iteration 33Q: 3 clusters Score -3433627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3433639.500000 Penalty: 3388.689209
	Iteration 34Q: 3 clusters Score -3433640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3433642.250000 Penalty: 3388.689209
	Iteration 35Q: 3 clusters Score -3433642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3433647.750000 Penalty: 3388.689209
	Iteration 36Q: 3 clusters Score -3433648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3433650.500000 Penalty: 3388.689209
	Iteration 37Q: 3 clusters Score -3433650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3433648.750000 Penalty: 3388.689209
	Iteration 38Q: 3 clusters Score -3433649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3433656.000000 Penalty: 3388.689209
	Iteration 39Q: 3 clusters Score -3433656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3433662.500000 Penalty: 3388.689209
	Iteration 40F: 3 clusters Score -3433662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3433664.250000 Penalty: 3388.689209
	Iteration 41Q: 3 clusters Score -3433664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3433663.250000 Penalty: 3388.689209
	Iteration 42Q: 3 clusters Score -3433663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3433662.000000 Penalty: 3388.689209
	Iteration 43Q: 3 clusters Score -3433662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3433668.750000 Penalty: 3388.689209
	Iteration 44Q: 3 clusters Score -3433669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3433670.000000 Penalty: 3388.689209
	Iteration 45Q: 3 clusters Score -3433670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3433672.000000 Penalty: 3388.689209
	Iteration 46Q: 3 clusters Score -3433672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3433673.000000 Penalty: 3388.689209
	Iteration 47Q: 3 clusters Score -3433673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3433673.000000 Penalty: 3388.689209
	Iteration 48Q: 3 clusters Score -3433673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3433673.000000 Penalty: 3388.689209
	Iteration 49F: 3 clusters Score -3433673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -357804.343750 Penalty: 1333.303711
	Iteration 0F: 2 clusters Score -357804.3 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 1832 members 
Entering Unmasked Estep 
Score: -354669.937500 Penalty: 2666.607422
	Iteration 0F: 3 clusters Score -354669.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -355562.968750 Penalty: 2666.607422
	Iteration 1F: 3 clusters Score -355563 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -355781.625000 Penalty: 2666.607422
	Iteration 2F: 3 clusters Score -355781.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -355965.718750 Penalty: 2666.607422
	Iteration 3F: 3 clusters Score -355965.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -356143.312500 Penalty: 2666.607422
	Iteration 4F: 3 clusters Score -356143.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -356318.468750 Penalty: 2666.607422
	Iteration 5F: 3 clusters Score -356318.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -356493.468750 Penalty: 2666.607422
	Iteration 6Q: 3 clusters Score -356493.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -356680.843750 Penalty: 2666.607422
	Iteration 7Q: 3 clusters Score -356680.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -356885.812500 Penalty: 2666.607422
	Iteration 8Q: 3 clusters Score -356885.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -357060.968750 Penalty: 2666.607422
	Iteration 9Q: 3 clusters Score -357061 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -357186.437500 Penalty: 2666.607422
	Iteration 10Q: 3 clusters Score -357186.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -357278.968750 Penalty: 2666.607422
	Iteration 11Q: 3 clusters Score -357279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -357350.656250 Penalty: 2666.607422
	Iteration 12Q: 3 clusters Score -357350.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -357394.812500 Penalty: 2666.607422
	Iteration 13Q: 3 clusters Score -357394.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -357426.125000 Penalty: 2666.607422
	Iteration 14Q: 3 clusters Score -357426.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -357450.031250 Penalty: 2666.607422
	Iteration 15Q: 3 clusters Score -357450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -357467.125000 Penalty: 2666.607422
	Iteration 16Q: 3 clusters Score -357467.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -357476.781250 Penalty: 2666.607422
	Iteration 17Q: 3 clusters Score -357476.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -357484.843750 Penalty: 2666.607422
	Iteration 18Q: 3 clusters Score -357484.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -357489.187500 Penalty: 2666.607422
	Iteration 19Q: 3 clusters Score -357489.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -357496.218750 Penalty: 2666.607422
	Iteration 20F: 3 clusters Score -357496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -357502.156250 Penalty: 2666.607422
	Iteration 21Q: 3 clusters Score -357502.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -357506.687500 Penalty: 2666.607422
	Iteration 22Q: 3 clusters Score -357506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -357509.968750 Penalty: 2666.607422
	Iteration 23Q: 3 clusters Score -357510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -357512.375000 Penalty: 2666.607422
	Iteration 24Q: 3 clusters Score -357512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -357513.187500 Penalty: 2666.607422
	Iteration 25Q: 3 clusters Score -357513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -357514.531250 Penalty: 2666.607422
	Iteration 26Q: 3 clusters Score -357514.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -357516.593750 Penalty: 2666.607422
	Iteration 27Q: 3 clusters Score -357516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -357517.593750 Penalty: 2666.607422
	Iteration 28Q: 3 clusters Score -357517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -357518.500000 Penalty: 2666.607422
	Iteration 29Q: 3 clusters Score -357518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -357519.375000 Penalty: 2666.607422
	Iteration 30Q: 3 clusters Score -357519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -357521.031250 Penalty: 2666.607422
	Iteration 31Q: 3 clusters Score -357521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -357521.281250 Penalty: 2666.607422
	Iteration 32Q: 3 clusters Score -357521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -357522.062500 Penalty: 2666.607422
	Iteration 33Q: 3 clusters Score -357522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -357523.968750 Penalty: 2666.607422
	Iteration 34Q: 3 clusters Score -357524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -357524.562500 Penalty: 2666.607422
	Iteration 35Q: 3 clusters Score -357524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -357528.093750 Penalty: 2666.607422
	Iteration 36Q: 3 clusters Score -357528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -357530.718750 Penalty: 2666.607422
	Iteration 37Q: 3 clusters Score -357530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -357531.625000 Penalty: 2666.607422
	Iteration 38Q: 3 clusters Score -357531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -357532.593750 Penalty: 2666.607422
	Iteration 39Q: 3 clusters Score -357532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -357533.656250 Penalty: 2666.607422
	Iteration 40F: 3 clusters Score -357533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -357534.687500 Penalty: 2666.607422
	Iteration 41Q: 3 clusters Score -357534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -357535.406250 Penalty: 2666.607422
	Iteration 42Q: 3 clusters Score -357535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -357535.437500 Penalty: 2666.607422
	Iteration 43Q: 3 clusters Score -357535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -357535.531250 Penalty: 2666.607422
	Iteration 44Q: 3 clusters Score -357535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -357535.718750 Penalty: 2666.607422
	Iteration 45Q: 3 clusters Score -357535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -357536.125000 Penalty: 2666.607422
	Iteration 46Q: 3 clusters Score -357536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -357536.125000 Penalty: 2666.607422
	Iteration 47F: 3 clusters Score -357536.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Entering Unmasked Estep 
Score: -7571792.500000 Penalty: 1818.038452
	Iteration 0F: 2 clusters Score -7571792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -7523330.500000 Penalty: 3636.076904
	Iteration 0F: 3 clusters Score -7523330 nChanged 34394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7542921.000000 Penalty: 3636.076904
	Iteration 1F: 3 clusters Score -7542921 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -7543639.500000 Penalty: 3636.076904
	Iteration 2Q: 3 clusters Score -7543640 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7544448.000000 Penalty: 3636.076904
	Iteration 3Q: 3 clusters Score -7544448 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7545354.000000 Penalty: 3636.076904
	Iteration 4Q: 3 clusters Score -7545354 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7546576.500000 Penalty: 3636.076904
	Iteration 5Q: 3 clusters Score -7546576 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7548271.000000 Penalty: 3636.076904
	Iteration 6Q: 3 clusters Score -7548271 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7550556.000000 Penalty: 3636.076904
	Iteration 7F: 3 clusters Score -7550556 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -7553331.500000 Penalty: 3636.076904
	Iteration 8F: 3 clusters Score -7553332 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -7556539.000000 Penalty: 3636.076904
	Iteration 9F: 3 clusters Score -7556539 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -7559599.500000 Penalty: 3636.076904
	Iteration 10F: 3 clusters Score -7559600 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -7562175.500000 Penalty: 3636.076904
	Iteration 11Q: 3 clusters Score -7562176 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -7564270.500000 Penalty: 3636.076904
	Iteration 12Q: 3 clusters Score -7564270 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -7565803.500000 Penalty: 3636.076904
	Iteration 13Q: 3 clusters Score -7565804 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7567047.500000 Penalty: 3636.076904
	Iteration 14Q: 3 clusters Score -7567048 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -7568034.500000 Penalty: 3636.076904
	Iteration 15Q: 3 clusters Score -7568034 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7568765.500000 Penalty: 3636.076904
	Iteration 16Q: 3 clusters Score -7568766 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7569241.500000 Penalty: 3636.076904
	Iteration 17Q: 3 clusters Score -7569242 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7569578.500000 Penalty: 3636.076904
	Iteration 18Q: 3 clusters Score -7569578 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7569819.000000 Penalty: 3636.076904
	Iteration 19Q: 3 clusters Score -7569819 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7569958.000000 Penalty: 3636.076904
	Iteration 20F: 3 clusters Score -7569958 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7570062.500000 Penalty: 3636.076904
	Iteration 21Q: 3 clusters Score -7570062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7570121.500000 Penalty: 3636.076904
	Iteration 22Q: 3 clusters Score -7570122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7570190.000000 Penalty: 3636.076904
	Iteration 23Q: 3 clusters Score -7570190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7570203.500000 Penalty: 3636.076904
	Iteration 24Q: 3 clusters Score -7570204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7570238.000000 Penalty: 3636.076904
	Iteration 25Q: 3 clusters Score -7570238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7570250.500000 Penalty: 3636.076904
	Iteration 26Q: 3 clusters Score -7570250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7570278.500000 Penalty: 3636.076904
	Iteration 27Q: 3 clusters Score -7570278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7570303.500000 Penalty: 3636.076904
	Iteration 28Q: 3 clusters Score -7570304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7570318.500000 Penalty: 3636.076904
	Iteration 29Q: 3 clusters Score -7570318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7570337.000000 Penalty: 3636.076904
	Iteration 30Q: 3 clusters Score -7570337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7570340.500000 Penalty: 3636.076904
	Iteration 31Q: 3 clusters Score -7570340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7570343.500000 Penalty: 3636.076904
	Iteration 32Q: 3 clusters Score -7570344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7570356.500000 Penalty: 3636.076904
	Iteration 33Q: 3 clusters Score -7570356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7570359.500000 Penalty: 3636.076904
	Iteration 34Q: 3 clusters Score -7570360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7570365.500000 Penalty: 3636.076904
	Iteration 35Q: 3 clusters Score -7570366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7570378.000000 Penalty: 3636.076904
	Iteration 36Q: 3 clusters Score -7570378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7570375.000000 Penalty: 3636.076904
	Iteration 37Q: 3 clusters Score -7570375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7570382.000000 Penalty: 3636.076904
	Iteration 38Q: 3 clusters Score -7570382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7570383.500000 Penalty: 3636.076904
	Iteration 39Q: 3 clusters Score -7570384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7570383.000000 Penalty: 3636.076904
	Iteration 40F: 3 clusters Score -7570383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7570400.500000 Penalty: 3636.076904
	Iteration 41Q: 3 clusters Score -7570400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7570399.000000 Penalty: 3636.076904
	Iteration 42Q: 3 clusters Score -7570399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7570406.000000 Penalty: 3636.076904
	Iteration 43Q: 3 clusters Score -7570406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7570403.500000 Penalty: 3636.076904
	Iteration 44Q: 3 clusters Score -7570404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7570400.500000 Penalty: 3636.076904
	Iteration 45Q: 3 clusters Score -7570400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7570406.000000 Penalty: 3636.076904
	Iteration 46Q: 3 clusters Score -7570406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7570416.500000 Penalty: 3636.076904
	Iteration 47Q: 3 clusters Score -7570416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7570419.000000 Penalty: 3636.076904
	Iteration 48Q: 3 clusters Score -7570419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7570440.500000 Penalty: 3636.076904
	Iteration 49Q: 3 clusters Score -7570440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7570444.000000 Penalty: 3636.076904
	Iteration 50Q: 3 clusters Score -7570444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7570452.000000 Penalty: 3636.076904
	Iteration 51Q: 3 clusters Score -7570452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7570460.500000 Penalty: 3636.076904
	Iteration 52Q: 3 clusters Score -7570460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7570453.500000 Penalty: 3636.076904
	Iteration 53Q: 3 clusters Score -7570454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7570456.000000 Penalty: 3636.076904
	Iteration 54Q: 3 clusters Score -7570456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7570461.500000 Penalty: 3636.076904
	Iteration 55Q: 3 clusters Score -7570462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7570465.000000 Penalty: 3636.076904
	Iteration 56Q: 3 clusters Score -7570465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7570470.000000 Penalty: 3636.076904
	Iteration 57Q: 3 clusters Score -7570470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7570466.000000 Penalty: 3636.076904
	Iteration 58Q: 3 clusters Score -7570466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7570476.500000 Penalty: 3636.076904
	Iteration 59Q: 3 clusters Score -7570476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7570484.000000 Penalty: 3636.076904
	Iteration 60F: 3 clusters Score -7570484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7570485.500000 Penalty: 3636.076904
	Iteration 61Q: 3 clusters Score -7570486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7570489.500000 Penalty: 3636.076904
	Iteration 62Q: 3 clusters Score -7570490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7570497.000000 Penalty: 3636.076904
	Iteration 63Q: 3 clusters Score -7570497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7570491.500000 Penalty: 3636.076904
	Iteration 64Q: 3 clusters Score -7570492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7570494.000000 Penalty: 3636.076904
	Iteration 65Q: 3 clusters Score -7570494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7570496.500000 Penalty: 3636.076904
	Iteration 66Q: 3 clusters Score -7570496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7570502.500000 Penalty: 3636.076904
	Iteration 67Q: 3 clusters Score -7570502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7570507.500000 Penalty: 3636.076904
	Iteration 68Q: 3 clusters Score -7570508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7570512.500000 Penalty: 3636.076904
	Iteration 69Q: 3 clusters Score -7570512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7570514.000000 Penalty: 3636.076904
	Iteration 70Q: 3 clusters Score -7570514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7570515.000000 Penalty: 3636.076904
	Iteration 71Q: 3 clusters Score -7570515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7570516.000000 Penalty: 3636.076904
	Iteration 72Q: 3 clusters Score -7570516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7570519.000000 Penalty: 3636.076904
	Iteration 73Q: 3 clusters Score -7570519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7570508.500000 Penalty: 3636.076904
	Iteration 74Q: 3 clusters Score -7570508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7570510.000000 Penalty: 3636.076904
	Iteration 75Q: 3 clusters Score -7570510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7570518.500000 Penalty: 3636.076904
	Iteration 76Q: 3 clusters Score -7570518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7570515.500000 Penalty: 3636.076904
	Iteration 77Q: 3 clusters Score -7570516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7570515.500000 Penalty: 3636.076904
	Iteration 78F: 3 clusters Score -7570516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (117263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117263 members 
Entering Unmasked Estep 
Score: -12268032.000000 Penalty: 1896.728394
	Iteration 0F: 2 clusters Score -1.226803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -12189464.000000 Penalty: 3793.456787
	Iteration 0F: 3 clusters Score -1.218946e+07 nChanged 56348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -12223065.000000 Penalty: 3793.456787
	Iteration 1F: 3 clusters Score -1.222306e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -12224975.000000 Penalty: 3793.456787
	Iteration 2Q: 3 clusters Score -1.222498e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -12227974.000000 Penalty: 3793.456787
	Iteration 3F: 3 clusters Score -1.222797e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -12232943.000000 Penalty: 3793.456787
	Iteration 4F: 3 clusters Score -1.223294e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -12240146.000000 Penalty: 3793.456787
	Iteration 5F: 3 clusters Score -1.224015e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -12248575.000000 Penalty: 3793.456787
	Iteration 6F: 3 clusters Score -1.224858e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -12255876.000000 Penalty: 3793.456787
	Iteration 7F: 3 clusters Score -1.225588e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108967 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -12260672.000000 Penalty: 3793.456787
	Iteration 8Q: 3 clusters Score -1.226067e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -12263352.000000 Penalty: 3793.456787
	Iteration 9Q: 3 clusters Score -1.226335e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -12264439.000000 Penalty: 3793.456787
	Iteration 10Q: 3 clusters Score -1.226444e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -12265068.000000 Penalty: 3793.456787
	Iteration 11Q: 3 clusters Score -1.226507e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -12265403.000000 Penalty: 3793.456787
	Iteration 12Q: 3 clusters Score -1.22654e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12265697.000000 Penalty: 3793.456787
	Iteration 13Q: 3 clusters Score -1.22657e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115146 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12265873.000000 Penalty: 3793.456787
	Iteration 14Q: 3 clusters Score -1.226587e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115395 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -12266010.000000 Penalty: 3793.456787
	Iteration 15Q: 3 clusters Score -1.226601e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12266107.000000 Penalty: 3793.456787
	Iteration 16Q: 3 clusters Score -1.226611e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115739 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12266189.000000 Penalty: 3793.456787
	Iteration 17Q: 3 clusters Score -1.226619e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115840 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12266233.000000 Penalty: 3793.456787
	Iteration 18Q: 3 clusters Score -1.226623e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12266261.000000 Penalty: 3793.456787
	Iteration 19Q: 3 clusters Score -1.226626e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116012 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12266301.000000 Penalty: 3793.456787
	Iteration 20F: 3 clusters Score -1.22663e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -12266307.000000 Penalty: 3793.456787
	Iteration 21Q: 3 clusters Score -1.226631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -12266299.000000 Penalty: 3793.456787
	Iteration 22Q: 3 clusters Score -1.22663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12266311.000000 Penalty: 3793.456787
	Iteration 23Q: 3 clusters Score -1.226631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12266340.000000 Penalty: 3793.456787
	Iteration 24Q: 3 clusters Score -1.226634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12266340.000000 Penalty: 3793.456787
	Iteration 25Q: 3 clusters Score -1.226634e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12266352.000000 Penalty: 3793.456787
	Iteration 26Q: 3 clusters Score -1.226635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12266363.000000 Penalty: 3793.456787
	Iteration 27Q: 3 clusters Score -1.226636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12266376.000000 Penalty: 3793.456787
	Iteration 28Q: 3 clusters Score -1.226638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12266369.000000 Penalty: 3793.456787
	Iteration 29Q: 3 clusters Score -1.226637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116328 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -12266392.000000 Penalty: 3793.456787
	Iteration 30Q: 3 clusters Score -1.226639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12266402.000000 Penalty: 3793.456787
	Iteration 31Q: 3 clusters Score -1.22664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12266403.000000 Penalty: 3793.456787
	Iteration 32Q: 3 clusters Score -1.22664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12266406.000000 Penalty: 3793.456787
	Iteration 33Q: 3 clusters Score -1.226641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -12266412.000000 Penalty: 3793.456787
	Iteration 34Q: 3 clusters Score -1.226641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12266435.000000 Penalty: 3793.456787
	Iteration 35Q: 3 clusters Score -1.226644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -12266434.000000 Penalty: 3793.456787
	Iteration 36Q: 3 clusters Score -1.226643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116416 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12266437.000000 Penalty: 3793.456787
	Iteration 37Q: 3 clusters Score -1.226644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12266444.000000 Penalty: 3793.456787
	Iteration 38Q: 3 clusters Score -1.226644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12266449.000000 Penalty: 3793.456787
	Iteration 39Q: 3 clusters Score -1.226645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12266460.000000 Penalty: 3793.456787
	Iteration 40F: 3 clusters Score -1.226646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12266471.000000 Penalty: 3793.456787
	Iteration 41Q: 3 clusters Score -1.226647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12266463.000000 Penalty: 3793.456787
	Iteration 42Q: 3 clusters Score -1.226646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116465 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12266467.000000 Penalty: 3793.456787
	Iteration 43Q: 3 clusters Score -1.226647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12266464.000000 Penalty: 3793.456787
	Iteration 44Q: 3 clusters Score -1.226646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12266469.000000 Penalty: 3793.456787
	Iteration 45Q: 3 clusters Score -1.226647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12266462.000000 Penalty: 3793.456787
	Iteration 46Q: 3 clusters Score -1.226646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12266462.000000 Penalty: 3793.456787
	Iteration 47F: 3 clusters Score -1.226646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Entering Unmasked Estep 
Score: -1287500.750000 Penalty: 1527.373779
	Iteration 0F: 2 clusters Score -1287501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1279013.750000 Penalty: 3054.747559
	Iteration 0F: 3 clusters Score -1279014 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1281934.875000 Penalty: 3054.747559
	Iteration 1F: 3 clusters Score -1281935 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1282330.625000 Penalty: 3054.747559
	Iteration 2F: 3 clusters Score -1282331 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1282748.625000 Penalty: 3054.747559
	Iteration 3F: 3 clusters Score -1282749 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1283251.125000 Penalty: 3054.747559
	Iteration 4F: 3 clusters Score -1283251 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1283766.250000 Penalty: 3054.747559
	Iteration 5F: 3 clusters Score -1283766 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1284241.625000 Penalty: 3054.747559
	Iteration 6F: 3 clusters Score -1284242 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1284680.125000 Penalty: 3054.747559
	Iteration 7Q: 3 clusters Score -1284680 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1285032.875000 Penalty: 3054.747559
	Iteration 8Q: 3 clusters Score -1285033 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1285334.000000 Penalty: 3054.747559
	Iteration 9Q: 3 clusters Score -1285334 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1285578.500000 Penalty: 3054.747559
	Iteration 10Q: 3 clusters Score -1285578 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1285742.250000 Penalty: 3054.747559
	Iteration 11Q: 3 clusters Score -1285742 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1285877.250000 Penalty: 3054.747559
	Iteration 12Q: 3 clusters Score -1285877 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1285973.250000 Penalty: 3054.747559
	Iteration 13Q: 3 clusters Score -1285973 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1286031.000000 Penalty: 3054.747559
	Iteration 14Q: 3 clusters Score -1286031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1286079.375000 Penalty: 3054.747559
	Iteration 15Q: 3 clusters Score -1286079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1286114.250000 Penalty: 3054.747559
	Iteration 16Q: 3 clusters Score -1286114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1286142.500000 Penalty: 3054.747559
	Iteration 17Q: 3 clusters Score -1286142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1286167.250000 Penalty: 3054.747559
	Iteration 18Q: 3 clusters Score -1286167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1286187.375000 Penalty: 3054.747559
	Iteration 19Q: 3 clusters Score -1286187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1286203.875000 Penalty: 3054.747559
	Iteration 20F: 3 clusters Score -1286204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1286217.375000 Penalty: 3054.747559
	Iteration 21Q: 3 clusters Score -1286217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1286223.125000 Penalty: 3054.747559
	Iteration 22Q: 3 clusters Score -1286223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1286226.500000 Penalty: 3054.747559
	Iteration 23Q: 3 clusters Score -1286226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1286227.125000 Penalty: 3054.747559
	Iteration 24Q: 3 clusters Score -1286227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1286231.375000 Penalty: 3054.747559
	Iteration 25Q: 3 clusters Score -1286231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1286234.000000 Penalty: 3054.747559
	Iteration 26Q: 3 clusters Score -1286234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1286236.250000 Penalty: 3054.747559
	Iteration 27Q: 3 clusters Score -1286236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1286239.875000 Penalty: 3054.747559
	Iteration 28Q: 3 clusters Score -1286240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1286247.000000 Penalty: 3054.747559
	Iteration 29Q: 3 clusters Score -1286247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1286249.875000 Penalty: 3054.747559
	Iteration 30Q: 3 clusters Score -1286250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1286251.000000 Penalty: 3054.747559
	Iteration 31Q: 3 clusters Score -1286251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1286255.875000 Penalty: 3054.747559
	Iteration 32Q: 3 clusters Score -1286256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1286255.875000 Penalty: 3054.747559
	Iteration 33F: 3 clusters Score -1286256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Entering Unmasked Estep 
Score: -1589130.500000 Penalty: 1568.461792
	Iteration 0F: 2 clusters Score -1589130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1578409.500000 Penalty: 3136.923584
	Iteration 0F: 3 clusters Score -1578410 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1582151.750000 Penalty: 3136.923584
	Iteration 1F: 3 clusters Score -1582152 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1582546.500000 Penalty: 3136.923584
	Iteration 2F: 3 clusters Score -1582546 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1582947.500000 Penalty: 3136.923584
	Iteration 3F: 3 clusters Score -1582948 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1583366.375000 Penalty: 3136.923584
	Iteration 4F: 3 clusters Score -1583366 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1583807.625000 Penalty: 3136.923584
	Iteration 5F: 3 clusters Score -1583808 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1584263.875000 Penalty: 3136.923584
	Iteration 6F: 3 clusters Score -1584264 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1584716.750000 Penalty: 3136.923584
	Iteration 7F: 3 clusters Score -1584717 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1585099.625000 Penalty: 3136.923584
	Iteration 8Q: 3 clusters Score -1585100 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1585401.250000 Penalty: 3136.923584
	Iteration 9Q: 3 clusters Score -1585401 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1585666.000000 Penalty: 3136.923584
	Iteration 10Q: 3 clusters Score -1585666 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1585901.875000 Penalty: 3136.923584
	Iteration 11Q: 3 clusters Score -1585902 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1586160.125000 Penalty: 3136.923584
	Iteration 12Q: 3 clusters Score -1586160 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1586373.250000 Penalty: 3136.923584
	Iteration 13Q: 3 clusters Score -1586373 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1586599.875000 Penalty: 3136.923584
	Iteration 14Q: 3 clusters Score -1586600 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1586796.625000 Penalty: 3136.923584
	Iteration 15Q: 3 clusters Score -1586797 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1587000.250000 Penalty: 3136.923584
	Iteration 16Q: 3 clusters Score -1587000 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1587164.750000 Penalty: 3136.923584
	Iteration 17Q: 3 clusters Score -1587165 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1587314.625000 Penalty: 3136.923584
	Iteration 18Q: 3 clusters Score -1587315 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1587452.500000 Penalty: 3136.923584
	Iteration 19Q: 3 clusters Score -1587452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1587563.625000 Penalty: 3136.923584
	Iteration 20F: 3 clusters Score -1587564 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1587661.625000 Penalty: 3136.923584
	Iteration 21Q: 3 clusters Score -1587662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1587733.375000 Penalty: 3136.923584
	Iteration 22Q: 3 clusters Score -1587733 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1587780.875000 Penalty: 3136.923584
	Iteration 23Q: 3 clusters Score -1587781 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1587818.750000 Penalty: 3136.923584
	Iteration 24Q: 3 clusters Score -1587819 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1587868.000000 Penalty: 3136.923584
	Iteration 25Q: 3 clusters Score -1587868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1587912.375000 Penalty: 3136.923584
	Iteration 26Q: 3 clusters Score -1587912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1587945.125000 Penalty: 3136.923584
	Iteration 27Q: 3 clusters Score -1587945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1587976.750000 Penalty: 3136.923584
	Iteration 28Q: 3 clusters Score -1587977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1588001.875000 Penalty: 3136.923584
	Iteration 29Q: 3 clusters Score -1588002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1588011.750000 Penalty: 3136.923584
	Iteration 30Q: 3 clusters Score -1588012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1588021.000000 Penalty: 3136.923584
	Iteration 31Q: 3 clusters Score -1588021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1588031.250000 Penalty: 3136.923584
	Iteration 32Q: 3 clusters Score -1588031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1588033.125000 Penalty: 3136.923584
	Iteration 33Q: 3 clusters Score -1588033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1588038.625000 Penalty: 3136.923584
	Iteration 34Q: 3 clusters Score -1588039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1588041.875000 Penalty: 3136.923584
	Iteration 35Q: 3 clusters Score -1588042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1588047.125000 Penalty: 3136.923584
	Iteration 36Q: 3 clusters Score -1588047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1588044.875000 Penalty: 3136.923584
	Iteration 37Q: 3 clusters Score -1588045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1588047.375000 Penalty: 3136.923584
	Iteration 38Q: 3 clusters Score -1588047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1588048.000000 Penalty: 3136.923584
	Iteration 39Q: 3 clusters Score -1588048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1588047.875000 Penalty: 3136.923584
	Iteration 40F: 3 clusters Score -1588048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1588046.250000 Penalty: 3136.923584
	Iteration 41Q: 3 clusters Score -1588046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1588047.750000 Penalty: 3136.923584
	Iteration 42Q: 3 clusters Score -1588048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1588047.500000 Penalty: 3136.923584
	Iteration 43Q: 3 clusters Score -1588048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1588048.000000 Penalty: 3136.923584
	Iteration 44Q: 3 clusters Score -1588048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1588052.125000 Penalty: 3136.923584
	Iteration 45Q: 3 clusters Score -1588052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1588051.375000 Penalty: 3136.923584
	Iteration 46Q: 3 clusters Score -1588051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1588049.625000 Penalty: 3136.923584
	Iteration 47Q: 3 clusters Score -1588050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1588053.750000 Penalty: 3136.923584
	Iteration 48Q: 3 clusters Score -1588054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1588055.375000 Penalty: 3136.923584
	Iteration 49Q: 3 clusters Score -1588055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1588056.125000 Penalty: 3136.923584
	Iteration 50Q: 3 clusters Score -1588056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1588057.750000 Penalty: 3136.923584
	Iteration 51Q: 3 clusters Score -1588058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1588064.375000 Penalty: 3136.923584
	Iteration 52Q: 3 clusters Score -1588064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1588064.625000 Penalty: 3136.923584
	Iteration 53Q: 3 clusters Score -1588065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1588064.000000 Penalty: 3136.923584
	Iteration 54Q: 3 clusters Score -1588064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1588065.125000 Penalty: 3136.923584
	Iteration 55Q: 3 clusters Score -1588065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1588071.000000 Penalty: 3136.923584
	Iteration 56Q: 3 clusters Score -1588071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1588074.750000 Penalty: 3136.923584
	Iteration 57Q: 3 clusters Score -1588075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1588076.000000 Penalty: 3136.923584
	Iteration 58Q: 3 clusters Score -1588076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1588079.625000 Penalty: 3136.923584
	Iteration 59Q: 3 clusters Score -1588080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1588078.250000 Penalty: 3136.923584
	Iteration 60F: 3 clusters Score -1588078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1588079.000000 Penalty: 3136.923584
	Iteration 61Q: 3 clusters Score -1588079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1588079.000000 Penalty: 3136.923584
	Iteration 62F: 3 clusters Score -1588079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -92397.734375 Penalty: 1134.564331
	Iteration 0F: 2 clusters Score -92397.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -90926.617188 Penalty: 2269.128662
	Iteration 0F: 3 clusters Score -90926.62 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91247.507812 Penalty: 2269.128662
	Iteration 1F: 3 clusters Score -91247.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -91382.335938 Penalty: 2269.128662
	Iteration 2F: 3 clusters Score -91382.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -91486.140625 Penalty: 2269.128662
	Iteration 3F: 3 clusters Score -91486.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -91583.726562 Penalty: 2269.128662
	Iteration 4F: 3 clusters Score -91583.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -91676.125000 Penalty: 2269.128662
	Iteration 5Q: 3 clusters Score -91676.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91769.976562 Penalty: 2269.128662
	Iteration 6F: 3 clusters Score -91769.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -91834.257812 Penalty: 2269.128662
	Iteration 7Q: 3 clusters Score -91834.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -91851.875000 Penalty: 2269.128662
	Iteration 8Q: 3 clusters Score -91851.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -91866.164062 Penalty: 2269.128662
	Iteration 9Q: 3 clusters Score -91866.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -91875.531250 Penalty: 2269.128662
	Iteration 10Q: 3 clusters Score -91875.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -91877.890625 Penalty: 2269.128662
	Iteration 11Q: 3 clusters Score -91877.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91879.367188 Penalty: 2269.128662
	Iteration 12Q: 3 clusters Score -91879.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -91884.070312 Penalty: 2269.128662
	Iteration 13Q: 3 clusters Score -91884.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -91885.742188 Penalty: 2269.128662
	Iteration 14Q: 3 clusters Score -91885.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -91885.742188 Penalty: 2269.128662
	Iteration 15F: 3 clusters Score -91885.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -285994.093750 Penalty: 1309.940430
	Iteration 0F: 2 clusters Score -285994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -283223.156250 Penalty: 2619.880859
	Iteration 0F: 3 clusters Score -283223.2 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -284059.468750 Penalty: 2619.880859
	Iteration 1F: 3 clusters Score -284059.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -284313.625000 Penalty: 2619.880859
	Iteration 2F: 3 clusters Score -284313.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -284556.437500 Penalty: 2619.880859
	Iteration 3F: 3 clusters Score -284556.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -284768.906250 Penalty: 2619.880859
	Iteration 4F: 3 clusters Score -284768.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -284945.187500 Penalty: 2619.880859
	Iteration 5F: 3 clusters Score -284945.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -285118.093750 Penalty: 2619.880859
	Iteration 6F: 3 clusters Score -285118.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -285252.906250 Penalty: 2619.880859
	Iteration 7Q: 3 clusters Score -285252.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -285352.937500 Penalty: 2619.880859
	Iteration 8Q: 3 clusters Score -285352.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -285439.125000 Penalty: 2619.880859
	Iteration 9Q: 3 clusters Score -285439.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -285483.187500 Penalty: 2619.880859
	Iteration 10Q: 3 clusters Score -285483.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -285523.093750 Penalty: 2619.880859
	Iteration 11Q: 3 clusters Score -285523.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285549.968750 Penalty: 2619.880859
	Iteration 12Q: 3 clusters Score -285550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -285571.968750 Penalty: 2619.880859
	Iteration 13Q: 3 clusters Score -285572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -285599.000000 Penalty: 2619.880859
	Iteration 14Q: 3 clusters Score -285599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285627.406250 Penalty: 2619.880859
	Iteration 15Q: 3 clusters Score -285627.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -285646.937500 Penalty: 2619.880859
	Iteration 16Q: 3 clusters Score -285646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285665.968750 Penalty: 2619.880859
	Iteration 17Q: 3 clusters Score -285666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -285681.312500 Penalty: 2619.880859
	Iteration 18Q: 3 clusters Score -285681.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -285686.531250 Penalty: 2619.880859
	Iteration 19Q: 3 clusters Score -285686.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -285772.031250 Penalty: 2619.880859
	Iteration 20F: 3 clusters Score -285772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -285834.531250 Penalty: 2619.880859
	Iteration 21Q: 3 clusters Score -285834.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -285857.812500 Penalty: 2619.880859
	Iteration 22Q: 3 clusters Score -285857.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285871.656250 Penalty: 2619.880859
	Iteration 23Q: 3 clusters Score -285871.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -285883.843750 Penalty: 2619.880859
	Iteration 24Q: 3 clusters Score -285883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -285889.375000 Penalty: 2619.880859
	Iteration 25Q: 3 clusters Score -285889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285892.312500 Penalty: 2619.880859
	Iteration 26Q: 3 clusters Score -285892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285895.093750 Penalty: 2619.880859
	Iteration 27Q: 3 clusters Score -285895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285895.843750 Penalty: 2619.880859
	Iteration 28Q: 3 clusters Score -285895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285896.656250 Penalty: 2619.880859
	Iteration 29Q: 3 clusters Score -285896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -285896.875000 Penalty: 2619.880859
	Iteration 30Q: 3 clusters Score -285896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -285897.125000 Penalty: 2619.880859
	Iteration 31Q: 3 clusters Score -285897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285898.625000 Penalty: 2619.880859
	Iteration 32Q: 3 clusters Score -285898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -285898.593750 Penalty: 2619.880859
	Iteration 33Q: 3 clusters Score -285898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285898.906250 Penalty: 2619.880859
	Iteration 34Q: 3 clusters Score -285898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285899.093750 Penalty: 2619.880859
	Iteration 35Q: 3 clusters Score -285899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -285900.375000 Penalty: 2619.880859
	Iteration 36Q: 3 clusters Score -285900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -285900.437500 Penalty: 2619.880859
	Iteration 37Q: 3 clusters Score -285900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -285900.437500 Penalty: 2619.880859
	Iteration 38F: 3 clusters Score -285900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Entering Unmasked Estep 
Score: -1985516.375000 Penalty: 1604.149170
	Iteration 0F: 2 clusters Score -1985516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1972229.125000 Penalty: 3208.298340
	Iteration 0F: 3 clusters Score -1972229 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1977002.500000 Penalty: 3208.298340
	Iteration 1F: 3 clusters Score -1977002 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1977339.625000 Penalty: 3208.298340
	Iteration 2Q: 3 clusters Score -1977340 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1977650.875000 Penalty: 3208.298340
	Iteration 3Q: 3 clusters Score -1977651 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1977978.125000 Penalty: 3208.298340
	Iteration 4Q: 3 clusters Score -1977978 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1978290.125000 Penalty: 3208.298340
	Iteration 5Q: 3 clusters Score -1978290 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1978638.000000 Penalty: 3208.298340
	Iteration 6Q: 3 clusters Score -1978638 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1979041.625000 Penalty: 3208.298340
	Iteration 7Q: 3 clusters Score -1979042 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1979489.500000 Penalty: 3208.298340
	Iteration 8Q: 3 clusters Score -1979490 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1980052.125000 Penalty: 3208.298340
	Iteration 9Q: 3 clusters Score -1980052 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1980646.500000 Penalty: 3208.298340
	Iteration 10Q: 3 clusters Score -1980646 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1981187.625000 Penalty: 3208.298340
	Iteration 11Q: 3 clusters Score -1981188 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1981641.250000 Penalty: 3208.298340
	Iteration 12Q: 3 clusters Score -1981641 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1981994.625000 Penalty: 3208.298340
	Iteration 13Q: 3 clusters Score -1981995 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1982292.500000 Penalty: 3208.298340
	Iteration 14Q: 3 clusters Score -1982292 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1982567.750000 Penalty: 3208.298340
	Iteration 15Q: 3 clusters Score -1982568 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1982845.500000 Penalty: 3208.298340
	Iteration 16Q: 3 clusters Score -1982846 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1983134.875000 Penalty: 3208.298340
	Iteration 17Q: 3 clusters Score -1983135 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1983386.250000 Penalty: 3208.298340
	Iteration 18Q: 3 clusters Score -1983386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1983590.500000 Penalty: 3208.298340
	Iteration 19Q: 3 clusters Score -1983590 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1983755.375000 Penalty: 3208.298340
	Iteration 20F: 3 clusters Score -1983755 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1983864.625000 Penalty: 3208.298340
	Iteration 21Q: 3 clusters Score -1983865 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1983962.250000 Penalty: 3208.298340
	Iteration 22Q: 3 clusters Score -1983962 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1984057.250000 Penalty: 3208.298340
	Iteration 23Q: 3 clusters Score -1984057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1984131.625000 Penalty: 3208.298340
	Iteration 24Q: 3 clusters Score -1984132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1984184.875000 Penalty: 3208.298340
	Iteration 25Q: 3 clusters Score -1984185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1984227.375000 Penalty: 3208.298340
	Iteration 26Q: 3 clusters Score -1984227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1984252.750000 Penalty: 3208.298340
	Iteration 27Q: 3 clusters Score -1984253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1984277.500000 Penalty: 3208.298340
	Iteration 28Q: 3 clusters Score -1984278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1984295.000000 Penalty: 3208.298340
	Iteration 29Q: 3 clusters Score -1984295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1984307.250000 Penalty: 3208.298340
	Iteration 30Q: 3 clusters Score -1984307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1984320.500000 Penalty: 3208.298340
	Iteration 31Q: 3 clusters Score -1984320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1984334.750000 Penalty: 3208.298340
	Iteration 32Q: 3 clusters Score -1984335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1984354.250000 Penalty: 3208.298340
	Iteration 33Q: 3 clusters Score -1984354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1984367.125000 Penalty: 3208.298340
	Iteration 34Q: 3 clusters Score -1984367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1984376.125000 Penalty: 3208.298340
	Iteration 35Q: 3 clusters Score -1984376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1984380.250000 Penalty: 3208.298340
	Iteration 36Q: 3 clusters Score -1984380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1984383.875000 Penalty: 3208.298340
	Iteration 37Q: 3 clusters Score -1984384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1984391.750000 Penalty: 3208.298340
	Iteration 38Q: 3 clusters Score -1984392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1984391.000000 Penalty: 3208.298340
	Iteration 39Q: 3 clusters Score -1984391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1984388.750000 Penalty: 3208.298340
	Iteration 40F: 3 clusters Score -1984389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1984393.625000 Penalty: 3208.298340
	Iteration 41Q: 3 clusters Score -1984394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1984391.625000 Penalty: 3208.298340
	Iteration 42Q: 3 clusters Score -1984392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1984398.000000 Penalty: 3208.298340
	Iteration 43Q: 3 clusters Score -1984398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1984399.250000 Penalty: 3208.298340
	Iteration 44Q: 3 clusters Score -1984399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1984399.500000 Penalty: 3208.298340
	Iteration 45Q: 3 clusters Score -1984400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1984399.500000 Penalty: 3208.298340
	Iteration 46F: 3 clusters Score -1984400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -933043.500000 Penalty: 1480.818115
	Iteration 0F: 2 clusters Score -933043.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -926463.187500 Penalty: 2961.636230
	Iteration 0F: 3 clusters Score -926463.2 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -928525.812500 Penalty: 2961.636230
	Iteration 1F: 3 clusters Score -928525.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -928751.750000 Penalty: 2961.636230
	Iteration 2F: 3 clusters Score -928751.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -928940.500000 Penalty: 2961.636230
	Iteration 3F: 3 clusters Score -928940.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -929096.125000 Penalty: 2961.636230
	Iteration 4Q: 3 clusters Score -929096.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -929248.187500 Penalty: 2961.636230
	Iteration 5Q: 3 clusters Score -929248.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -929395.875000 Penalty: 2961.636230
	Iteration 6Q: 3 clusters Score -929395.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -929556.375000 Penalty: 2961.636230
	Iteration 7Q: 3 clusters Score -929556.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -929749.125000 Penalty: 2961.636230
	Iteration 8Q: 3 clusters Score -929749.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -929944.687500 Penalty: 2961.636230
	Iteration 9Q: 3 clusters Score -929944.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -930196.187500 Penalty: 2961.636230
	Iteration 10Q: 3 clusters Score -930196.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -930503.375000 Penalty: 2961.636230
	Iteration 11Q: 3 clusters Score -930503.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -930781.937500 Penalty: 2961.636230
	Iteration 12Q: 3 clusters Score -930781.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -931012.062500 Penalty: 2961.636230
	Iteration 13Q: 3 clusters Score -931012.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -931203.750000 Penalty: 2961.636230
	Iteration 14Q: 3 clusters Score -931203.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -931320.750000 Penalty: 2961.636230
	Iteration 15Q: 3 clusters Score -931320.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -931420.375000 Penalty: 2961.636230
	Iteration 16Q: 3 clusters Score -931420.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -931500.625000 Penalty: 2961.636230
	Iteration 17Q: 3 clusters Score -931500.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -931568.937500 Penalty: 2961.636230
	Iteration 18Q: 3 clusters Score -931568.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -931615.875000 Penalty: 2961.636230
	Iteration 19Q: 3 clusters Score -931615.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -931643.437500 Penalty: 2961.636230
	Iteration 20F: 3 clusters Score -931643.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -931652.250000 Penalty: 2961.636230
	Iteration 21Q: 3 clusters Score -931652.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -931665.812500 Penalty: 2961.636230
	Iteration 22Q: 3 clusters Score -931665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -931676.750000 Penalty: 2961.636230
	Iteration 23Q: 3 clusters Score -931676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -931685.562500 Penalty: 2961.636230
	Iteration 24Q: 3 clusters Score -931685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -931694.250000 Penalty: 2961.636230
	Iteration 25Q: 3 clusters Score -931694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -931700.625000 Penalty: 2961.636230
	Iteration 26Q: 3 clusters Score -931700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -931707.125000 Penalty: 2961.636230
	Iteration 27Q: 3 clusters Score -931707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -931710.187500 Penalty: 2961.636230
	Iteration 28Q: 3 clusters Score -931710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -931710.687500 Penalty: 2961.636230
	Iteration 29Q: 3 clusters Score -931710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -931712.375000 Penalty: 2961.636230
	Iteration 30Q: 3 clusters Score -931712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -931716.500000 Penalty: 2961.636230
	Iteration 31Q: 3 clusters Score -931716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -931719.125000 Penalty: 2961.636230
	Iteration 32Q: 3 clusters Score -931719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -931720.625000 Penalty: 2961.636230
	Iteration 33Q: 3 clusters Score -931720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -931721.312500 Penalty: 2961.636230
	Iteration 34Q: 3 clusters Score -931721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -931723.500000 Penalty: 2961.636230
	Iteration 35Q: 3 clusters Score -931723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -931725.250000 Penalty: 2961.636230
	Iteration 36Q: 3 clusters Score -931725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -931726.437500 Penalty: 2961.636230
	Iteration 37Q: 3 clusters Score -931726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -931729.875000 Penalty: 2961.636230
	Iteration 38Q: 3 clusters Score -931729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -931731.500000 Penalty: 2961.636230
	Iteration 39Q: 3 clusters Score -931731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -931732.375000 Penalty: 2961.636230
	Iteration 40F: 3 clusters Score -931732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -931734.187500 Penalty: 2961.636230
	Iteration 41Q: 3 clusters Score -931734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -931734.187500 Penalty: 2961.636230
	Iteration 42F: 3 clusters Score -931734.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188683 members 
Entering Unmasked Estep 
Score: -19661230.000000 Penalty: 1974.021240
	Iteration 0F: 2 clusters Score -1.966123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -19541972.000000 Penalty: 3948.042480
	Iteration 0F: 3 clusters Score -1.954197e+07 nChanged 91458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -19595792.000000 Penalty: 3948.042480
	Iteration 1F: 3 clusters Score -1.959579e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -19596322.000000 Penalty: 3948.042480
	Iteration 2Q: 3 clusters Score -1.959632e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -19597064.000000 Penalty: 3948.042480
	Iteration 3Q: 3 clusters Score -1.959706e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -19598010.000000 Penalty: 3948.042480
	Iteration 4Q: 3 clusters Score -1.959801e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -19599084.000000 Penalty: 3948.042480
	Iteration 5Q: 3 clusters Score -1.959908e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -19600550.000000 Penalty: 3948.042480
	Iteration 6Q: 3 clusters Score -1.960055e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -19602416.000000 Penalty: 3948.042480
	Iteration 7Q: 3 clusters Score -1.960242e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -19605266.000000 Penalty: 3948.042480
	Iteration 8Q: 3 clusters Score -1.960527e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -19609778.000000 Penalty: 3948.042480
	Iteration 9Q: 3 clusters Score -1.960978e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120511 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -19615956.000000 Penalty: 3948.042480
	Iteration 10F: 3 clusters Score -1.961596e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129035 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -19623878.000000 Penalty: 3948.042480
	Iteration 11F: 3 clusters Score -1.962388e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136927 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -19631836.000000 Penalty: 3948.042480
	Iteration 12F: 3 clusters Score -1.963184e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143184 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -19638156.000000 Penalty: 3948.042480
	Iteration 13Q: 3 clusters Score -1.963816e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -19642288.000000 Penalty: 3948.042480
	Iteration 14Q: 3 clusters Score -1.964229e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -19644680.000000 Penalty: 3948.042480
	Iteration 15Q: 3 clusters Score -1.964468e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -19646200.000000 Penalty: 3948.042480
	Iteration 16Q: 3 clusters Score -1.96462e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159753 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -19647596.000000 Penalty: 3948.042480
	Iteration 17Q: 3 clusters Score -1.96476e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -19648792.000000 Penalty: 3948.042480
	Iteration 18Q: 3 clusters Score -1.964879e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -19649928.000000 Penalty: 3948.042480
	Iteration 19Q: 3 clusters Score -1.964993e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169502 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -19651016.000000 Penalty: 3948.042480
	Iteration 20F: 3 clusters Score -1.965102e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -19651842.000000 Penalty: 3948.042480
	Iteration 21Q: 3 clusters Score -1.965184e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174716 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -19652614.000000 Penalty: 3948.042480
	Iteration 22Q: 3 clusters Score -1.965261e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176980 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -19653646.000000 Penalty: 3948.042480
	Iteration 23Q: 3 clusters Score -1.965365e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -19654404.000000 Penalty: 3948.042480
	Iteration 24Q: 3 clusters Score -1.96544e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180779 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -19655208.000000 Penalty: 3948.042480
	Iteration 25Q: 3 clusters Score -1.965521e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -19655944.000000 Penalty: 3948.042480
	Iteration 26Q: 3 clusters Score -1.965594e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183619 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -19656604.000000 Penalty: 3948.042480
	Iteration 27Q: 3 clusters Score -1.96566e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -19657252.000000 Penalty: 3948.042480
	Iteration 28Q: 3 clusters Score -1.965725e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -19657776.000000 Penalty: 3948.042480
	Iteration 29Q: 3 clusters Score -1.965778e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186508 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19658250.000000 Penalty: 3948.042480
	Iteration 30Q: 3 clusters Score -1.965825e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19658640.000000 Penalty: 3948.042480
	Iteration 31Q: 3 clusters Score -1.965864e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187449 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19658866.000000 Penalty: 3948.042480
	Iteration 32Q: 3 clusters Score -1.965887e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19659030.000000 Penalty: 3948.042480
	Iteration 33Q: 3 clusters Score -1.965903e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187843 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19659164.000000 Penalty: 3948.042480
	Iteration 34Q: 3 clusters Score -1.965916e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187944 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19659242.000000 Penalty: 3948.042480
	Iteration 35Q: 3 clusters Score -1.965924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19659286.000000 Penalty: 3948.042480
	Iteration 36Q: 3 clusters Score -1.965929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188062 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -19659324.000000 Penalty: 3948.042480
	Iteration 37Q: 3 clusters Score -1.965932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188107 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19659368.000000 Penalty: 3948.042480
	Iteration 38Q: 3 clusters Score -1.965937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188148 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19659390.000000 Penalty: 3948.042480
	Iteration 39Q: 3 clusters Score -1.965939e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188173 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -19659420.000000 Penalty: 3948.042480
	Iteration 40F: 3 clusters Score -1.965942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188192 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19659426.000000 Penalty: 3948.042480
	Iteration 41Q: 3 clusters Score -1.965943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188205 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19659454.000000 Penalty: 3948.042480
	Iteration 42Q: 3 clusters Score -1.965945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188217 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19659462.000000 Penalty: 3948.042480
	Iteration 43Q: 3 clusters Score -1.965946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188231 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -19659470.000000 Penalty: 3948.042480
	Iteration 44Q: 3 clusters Score -1.965947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19659478.000000 Penalty: 3948.042480
	Iteration 45Q: 3 clusters Score -1.965948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188247 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19659474.000000 Penalty: 3948.042480
	Iteration 46Q: 3 clusters Score -1.965947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188253 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19659488.000000 Penalty: 3948.042480
	Iteration 47Q: 3 clusters Score -1.965949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19659482.000000 Penalty: 3948.042480
	Iteration 48Q: 3 clusters Score -1.965948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188266 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -19659484.000000 Penalty: 3948.042480
	Iteration 49Q: 3 clusters Score -1.965948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188270 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19659494.000000 Penalty: 3948.042480
	Iteration 50Q: 3 clusters Score -1.965949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188274 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -19659492.000000 Penalty: 3948.042480
	Iteration 51Q: 3 clusters Score -1.965949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188277 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19659488.000000 Penalty: 3948.042480
	Iteration 52Q: 3 clusters Score -1.965949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19659500.000000 Penalty: 3948.042480
	Iteration 53Q: 3 clusters Score -1.96595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19659510.000000 Penalty: 3948.042480
	Iteration 54Q: 3 clusters Score -1.965951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19659512.000000 Penalty: 3948.042480
	Iteration 55Q: 3 clusters Score -1.965951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19659506.000000 Penalty: 3948.042480
	Iteration 56Q: 3 clusters Score -1.965951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -19659510.000000 Penalty: 3948.042480
	Iteration 57Q: 3 clusters Score -1.965951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19659508.000000 Penalty: 3948.042480
	Iteration 58Q: 3 clusters Score -1.965951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19659512.000000 Penalty: 3948.042480
	Iteration 59Q: 3 clusters Score -1.965951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19659506.000000 Penalty: 3948.042480
	Iteration 60F: 3 clusters Score -1.965951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188296 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -19659526.000000 Penalty: 3948.042480
	Iteration 61Q: 3 clusters Score -1.965953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188298 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19659520.000000 Penalty: 3948.042480
	Iteration 62Q: 3 clusters Score -1.965952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19659526.000000 Penalty: 3948.042480
	Iteration 63Q: 3 clusters Score -1.965953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -19659526.000000 Penalty: 3948.042480
	Iteration 64F: 3 clusters Score -1.965953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Entering Unmasked Estep 
Score: -3006625.000000 Penalty: 1683.504272
	Iteration 0F: 2 clusters Score -3006625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2985398.000000 Penalty: 3367.008545
	Iteration 0F: 3 clusters Score -2985398 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2994128.750000 Penalty: 3367.008545
	Iteration 1F: 3 clusters Score -2994129 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2995329.750000 Penalty: 3367.008545
	Iteration 2F: 3 clusters Score -2995330 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2996729.000000 Penalty: 3367.008545
	Iteration 3F: 3 clusters Score -2996729 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2998167.750000 Penalty: 3367.008545
	Iteration 4F: 3 clusters Score -2998168 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2999355.250000 Penalty: 3367.008545
	Iteration 5F: 3 clusters Score -2999355 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3000120.750000 Penalty: 3367.008545
	Iteration 6F: 3 clusters Score -3000121 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3000574.000000 Penalty: 3367.008545
	Iteration 7Q: 3 clusters Score -3000574 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3000846.750000 Penalty: 3367.008545
	Iteration 8Q: 3 clusters Score -3000847 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3001050.000000 Penalty: 3367.008545
	Iteration 9Q: 3 clusters Score -3001050 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3001173.000000 Penalty: 3367.008545
	Iteration 10Q: 3 clusters Score -3001173 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3001256.000000 Penalty: 3367.008545
	Iteration 11Q: 3 clusters Score -3001256 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3001310.500000 Penalty: 3367.008545
	Iteration 12Q: 3 clusters Score -3001310 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3001365.000000 Penalty: 3367.008545
	Iteration 13Q: 3 clusters Score -3001365 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3001388.250000 Penalty: 3367.008545
	Iteration 14Q: 3 clusters Score -3001388 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3001415.500000 Penalty: 3367.008545
	Iteration 15Q: 3 clusters Score -3001416 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3001454.000000 Penalty: 3367.008545
	Iteration 16Q: 3 clusters Score -3001454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3001468.750000 Penalty: 3367.008545
	Iteration 17Q: 3 clusters Score -3001469 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3001493.500000 Penalty: 3367.008545
	Iteration 18Q: 3 clusters Score -3001494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3001498.000000 Penalty: 3367.008545
	Iteration 19Q: 3 clusters Score -3001498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3001507.750000 Penalty: 3367.008545
	Iteration 20F: 3 clusters Score -3001508 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3001498.000000 Penalty: 3367.008545
	Iteration 21Q: 3 clusters Score -3001498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3001519.000000 Penalty: 3367.008545
	Iteration 22Q: 3 clusters Score -3001519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3001530.000000 Penalty: 3367.008545
	Iteration 23Q: 3 clusters Score -3001530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3001543.000000 Penalty: 3367.008545
	Iteration 24Q: 3 clusters Score -3001543 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3001553.000000 Penalty: 3367.008545
	Iteration 25Q: 3 clusters Score -3001553 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3001558.250000 Penalty: 3367.008545
	Iteration 26Q: 3 clusters Score -3001558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3001572.500000 Penalty: 3367.008545
	Iteration 27Q: 3 clusters Score -3001572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3001590.250000 Penalty: 3367.008545
	Iteration 28Q: 3 clusters Score -3001590 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3001614.000000 Penalty: 3367.008545
	Iteration 29Q: 3 clusters Score -3001614 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3001634.500000 Penalty: 3367.008545
	Iteration 30Q: 3 clusters Score -3001634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3001671.000000 Penalty: 3367.008545
	Iteration 31Q: 3 clusters Score -3001671 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3001693.250000 Penalty: 3367.008545
	Iteration 32Q: 3 clusters Score -3001693 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3001727.250000 Penalty: 3367.008545
	Iteration 33Q: 3 clusters Score -3001727 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3001778.000000 Penalty: 3367.008545
	Iteration 34Q: 3 clusters Score -3001778 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3001807.750000 Penalty: 3367.008545
	Iteration 35Q: 3 clusters Score -3001808 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3001857.500000 Penalty: 3367.008545
	Iteration 36Q: 3 clusters Score -3001858 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3001918.250000 Penalty: 3367.008545
	Iteration 37Q: 3 clusters Score -3001918 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3002005.500000 Penalty: 3367.008545
	Iteration 38Q: 3 clusters Score -3002006 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3002095.500000 Penalty: 3367.008545
	Iteration 39Q: 3 clusters Score -3002096 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3002209.500000 Penalty: 3367.008545
	Iteration 40F: 3 clusters Score -3002210 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3002349.250000 Penalty: 3367.008545
	Iteration 41Q: 3 clusters Score -3002349 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3002521.500000 Penalty: 3367.008545
	Iteration 42Q: 3 clusters Score -3002522 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3002746.750000 Penalty: 3367.008545
	Iteration 43Q: 3 clusters Score -3002747 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3002984.750000 Penalty: 3367.008545
	Iteration 44Q: 3 clusters Score -3002985 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3003245.500000 Penalty: 3367.008545
	Iteration 45Q: 3 clusters Score -3003246 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3003534.250000 Penalty: 3367.008545
	Iteration 46Q: 3 clusters Score -3003534 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3003819.250000 Penalty: 3367.008545
	Iteration 47Q: 3 clusters Score -3003819 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3004108.250000 Penalty: 3367.008545
	Iteration 48Q: 3 clusters Score -3004108 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3004377.750000 Penalty: 3367.008545
	Iteration 49Q: 3 clusters Score -3004378 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3004612.750000 Penalty: 3367.008545
	Iteration 50Q: 3 clusters Score -3004613 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3004804.500000 Penalty: 3367.008545
	Iteration 51Q: 3 clusters Score -3004804 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3004998.000000 Penalty: 3367.008545
	Iteration 52Q: 3 clusters Score -3004998 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3005146.500000 Penalty: 3367.008545
	Iteration 53Q: 3 clusters Score -3005146 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3005233.250000 Penalty: 3367.008545
	Iteration 54Q: 3 clusters Score -3005233 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3005303.250000 Penalty: 3367.008545
	Iteration 55Q: 3 clusters Score -3005303 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3005365.750000 Penalty: 3367.008545
	Iteration 56Q: 3 clusters Score -3005366 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3005418.500000 Penalty: 3367.008545
	Iteration 57Q: 3 clusters Score -3005418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3005464.000000 Penalty: 3367.008545
	Iteration 58Q: 3 clusters Score -3005464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3005498.000000 Penalty: 3367.008545
	Iteration 59Q: 3 clusters Score -3005498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3005522.750000 Penalty: 3367.008545
	Iteration 60F: 3 clusters Score -3005523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3005550.750000 Penalty: 3367.008545
	Iteration 61Q: 3 clusters Score -3005551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3005573.750000 Penalty: 3367.008545
	Iteration 62Q: 3 clusters Score -3005574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3005589.000000 Penalty: 3367.008545
	Iteration 63Q: 3 clusters Score -3005589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3005608.500000 Penalty: 3367.008545
	Iteration 64Q: 3 clusters Score -3005608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3005617.000000 Penalty: 3367.008545
	Iteration 65Q: 3 clusters Score -3005617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3005620.500000 Penalty: 3367.008545
	Iteration 66Q: 3 clusters Score -3005620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3005628.000000 Penalty: 3367.008545
	Iteration 67Q: 3 clusters Score -3005628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3005629.750000 Penalty: 3367.008545
	Iteration 68Q: 3 clusters Score -3005630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3005628.250000 Penalty: 3367.008545
	Iteration 69Q: 3 clusters Score -3005628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3005631.000000 Penalty: 3367.008545
	Iteration 70Q: 3 clusters Score -3005631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3005632.000000 Penalty: 3367.008545
	Iteration 71Q: 3 clusters Score -3005632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3005631.000000 Penalty: 3367.008545
	Iteration 72Q: 3 clusters Score -3005631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3005631.250000 Penalty: 3367.008545
	Iteration 73Q: 3 clusters Score -3005631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3005630.000000 Penalty: 3367.008545
	Iteration 74Q: 3 clusters Score -3005630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3005629.500000 Penalty: 3367.008545
	Iteration 75Q: 3 clusters Score -3005630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3005630.250000 Penalty: 3367.008545
	Iteration 76Q: 3 clusters Score -3005630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3005630.250000 Penalty: 3367.008545
	Iteration 77F: 3 clusters Score -3005630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Entering Unmasked Estep 
Score: -556544.625000 Penalty: 1409.612549
	Iteration 0F: 2 clusters Score -556544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -552039.125000 Penalty: 2819.225098
	Iteration 0F: 3 clusters Score -552039.1 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -553634.187500 Penalty: 2819.225098
	Iteration 1F: 3 clusters Score -553634.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -553994.437500 Penalty: 2819.225098
	Iteration 2F: 3 clusters Score -553994.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -554246.875000 Penalty: 2819.225098
	Iteration 3F: 3 clusters Score -554246.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -554457.312500 Penalty: 2819.225098
	Iteration 4F: 3 clusters Score -554457.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -554630.562500 Penalty: 2819.225098
	Iteration 5Q: 3 clusters Score -554630.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -554773.437500 Penalty: 2819.225098
	Iteration 6Q: 3 clusters Score -554773.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -554897.750000 Penalty: 2819.225098
	Iteration 7Q: 3 clusters Score -554897.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -555011.437500 Penalty: 2819.225098
	Iteration 8Q: 3 clusters Score -555011.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -555112.500000 Penalty: 2819.225098
	Iteration 9Q: 3 clusters Score -555112.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -555171.375000 Penalty: 2819.225098
	Iteration 10Q: 3 clusters Score -555171.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -555207.125000 Penalty: 2819.225098
	Iteration 11Q: 3 clusters Score -555207.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -555235.687500 Penalty: 2819.225098
	Iteration 12Q: 3 clusters Score -555235.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -555265.562500 Penalty: 2819.225098
	Iteration 13Q: 3 clusters Score -555265.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -555291.562500 Penalty: 2819.225098
	Iteration 14Q: 3 clusters Score -555291.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -555313.625000 Penalty: 2819.225098
	Iteration 15Q: 3 clusters Score -555313.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -555333.562500 Penalty: 2819.225098
	Iteration 16Q: 3 clusters Score -555333.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -555344.625000 Penalty: 2819.225098
	Iteration 17Q: 3 clusters Score -555344.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -555354.375000 Penalty: 2819.225098
	Iteration 18Q: 3 clusters Score -555354.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -555360.500000 Penalty: 2819.225098
	Iteration 19Q: 3 clusters Score -555360.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -555367.187500 Penalty: 2819.225098
	Iteration 20F: 3 clusters Score -555367.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -555373.875000 Penalty: 2819.225098
	Iteration 21Q: 3 clusters Score -555373.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -555383.937500 Penalty: 2819.225098
	Iteration 22Q: 3 clusters Score -555383.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -555388.937500 Penalty: 2819.225098
	Iteration 23Q: 3 clusters Score -555388.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -555396.250000 Penalty: 2819.225098
	Iteration 24Q: 3 clusters Score -555396.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -555404.250000 Penalty: 2819.225098
	Iteration 25Q: 3 clusters Score -555404.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -555410.750000 Penalty: 2819.225098
	Iteration 26Q: 3 clusters Score -555410.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -555418.562500 Penalty: 2819.225098
	Iteration 27Q: 3 clusters Score -555418.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -555426.187500 Penalty: 2819.225098
	Iteration 28Q: 3 clusters Score -555426.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -555435.062500 Penalty: 2819.225098
	Iteration 29Q: 3 clusters Score -555435.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -555445.937500 Penalty: 2819.225098
	Iteration 30Q: 3 clusters Score -555445.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -555459.500000 Penalty: 2819.225098
	Iteration 31Q: 3 clusters Score -555459.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -555474.687500 Penalty: 2819.225098
	Iteration 32Q: 3 clusters Score -555474.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -555486.687500 Penalty: 2819.225098
	Iteration 33Q: 3 clusters Score -555486.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -555508.187500 Penalty: 2819.225098
	Iteration 34Q: 3 clusters Score -555508.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -555527.312500 Penalty: 2819.225098
	Iteration 35Q: 3 clusters Score -555527.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -555549.187500 Penalty: 2819.225098
	Iteration 36Q: 3 clusters Score -555549.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -555572.937500 Penalty: 2819.225098
	Iteration 37Q: 3 clusters Score -555572.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -555595.187500 Penalty: 2819.225098
	Iteration 38Q: 3 clusters Score -555595.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -555618.375000 Penalty: 2819.225098
	Iteration 39Q: 3 clusters Score -555618.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -555639.375000 Penalty: 2819.225098
	Iteration 40F: 3 clusters Score -555639.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -555659.750000 Penalty: 2819.225098
	Iteration 41Q: 3 clusters Score -555659.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -555677.750000 Penalty: 2819.225098
	Iteration 42Q: 3 clusters Score -555677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -555694.375000 Penalty: 2819.225098
	Iteration 43Q: 3 clusters Score -555694.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -555710.125000 Penalty: 2819.225098
	Iteration 44Q: 3 clusters Score -555710.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -555733.937500 Penalty: 2819.225098
	Iteration 45Q: 3 clusters Score -555733.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -555764.187500 Penalty: 2819.225098
	Iteration 46Q: 3 clusters Score -555764.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -555800.437500 Penalty: 2819.225098
	Iteration 47Q: 3 clusters Score -555800.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -555843.812500 Penalty: 2819.225098
	Iteration 48Q: 3 clusters Score -555843.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -555887.437500 Penalty: 2819.225098
	Iteration 49Q: 3 clusters Score -555887.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -555921.562500 Penalty: 2819.225098
	Iteration 50Q: 3 clusters Score -555921.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -555953.375000 Penalty: 2819.225098
	Iteration 51Q: 3 clusters Score -555953.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -555977.437500 Penalty: 2819.225098
	Iteration 52Q: 3 clusters Score -555977.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -555994.937500 Penalty: 2819.225098
	Iteration 53Q: 3 clusters Score -555994.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -556012.875000 Penalty: 2819.225098
	Iteration 54Q: 3 clusters Score -556012.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -556029.062500 Penalty: 2819.225098
	Iteration 55Q: 3 clusters Score -556029.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -556036.500000 Penalty: 2819.225098
	Iteration 56Q: 3 clusters Score -556036.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -556047.187500 Penalty: 2819.225098
	Iteration 57Q: 3 clusters Score -556047.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -556052.250000 Penalty: 2819.225098
	Iteration 58Q: 3 clusters Score -556052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -556053.750000 Penalty: 2819.225098
	Iteration 59Q: 3 clusters Score -556053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -556059.937500 Penalty: 2819.225098
	Iteration 60F: 3 clusters Score -556059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -556061.875000 Penalty: 2819.225098
	Iteration 61Q: 3 clusters Score -556061.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -556068.125000 Penalty: 2819.225098
	Iteration 62Q: 3 clusters Score -556068.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -556075.000000 Penalty: 2819.225098
	Iteration 63Q: 3 clusters Score -556075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -556076.750000 Penalty: 2819.225098
	Iteration 64Q: 3 clusters Score -556076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -556082.312500 Penalty: 2819.225098
	Iteration 65Q: 3 clusters Score -556082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -556082.812500 Penalty: 2819.225098
	Iteration 66Q: 3 clusters Score -556082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -556083.500000 Penalty: 2819.225098
	Iteration 67Q: 3 clusters Score -556083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -556084.000000 Penalty: 2819.225098
	Iteration 68Q: 3 clusters Score -556084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -556084.250000 Penalty: 2819.225098
	Iteration 69Q: 3 clusters Score -556084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -556084.250000 Penalty: 2819.225098
	Iteration 70F: 3 clusters Score -556084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Entering Unmasked Estep 
Score: -3143605.500000 Penalty: 1676.891479
	Iteration 0F: 2 clusters Score -3143606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3123346.000000 Penalty: 3353.782959
	Iteration 0F: 3 clusters Score -3123346 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3131020.500000 Penalty: 3353.782959
	Iteration 1F: 3 clusters Score -3131020 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3131450.500000 Penalty: 3353.782959
	Iteration 2Q: 3 clusters Score -3131450 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3131979.500000 Penalty: 3353.782959
	Iteration 3Q: 3 clusters Score -3131980 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3132605.250000 Penalty: 3353.782959
	Iteration 4Q: 3 clusters Score -3132605 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3133504.000000 Penalty: 3353.782959
	Iteration 5F: 3 clusters Score -3133504 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3134804.750000 Penalty: 3353.782959
	Iteration 6F: 3 clusters Score -3134805 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3136525.750000 Penalty: 3353.782959
	Iteration 7F: 3 clusters Score -3136526 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3138416.750000 Penalty: 3353.782959
	Iteration 8F: 3 clusters Score -3138417 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3140002.750000 Penalty: 3353.782959
	Iteration 9F: 3 clusters Score -3140003 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -3141034.250000 Penalty: 3353.782959
	Iteration 10Q: 3 clusters Score -3141034 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3141615.250000 Penalty: 3353.782959
	Iteration 11Q: 3 clusters Score -3141615 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3141847.500000 Penalty: 3353.782959
	Iteration 12Q: 3 clusters Score -3141848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3141956.750000 Penalty: 3353.782959
	Iteration 13Q: 3 clusters Score -3141957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3142025.750000 Penalty: 3353.782959
	Iteration 14Q: 3 clusters Score -3142026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3142055.500000 Penalty: 3353.782959
	Iteration 15Q: 3 clusters Score -3142056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3142067.750000 Penalty: 3353.782959
	Iteration 16Q: 3 clusters Score -3142068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3142085.500000 Penalty: 3353.782959
	Iteration 17Q: 3 clusters Score -3142086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3142098.250000 Penalty: 3353.782959
	Iteration 18Q: 3 clusters Score -3142098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3142101.750000 Penalty: 3353.782959
	Iteration 19Q: 3 clusters Score -3142102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3142104.250000 Penalty: 3353.782959
	Iteration 20F: 3 clusters Score -3142104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3142106.000000 Penalty: 3353.782959
	Iteration 21Q: 3 clusters Score -3142106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3142106.000000 Penalty: 3353.782959
	Iteration 22Q: 3 clusters Score -3142106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3142104.750000 Penalty: 3353.782959
	Iteration 23Q: 3 clusters Score -3142105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3142099.750000 Penalty: 3353.782959
	Iteration 24Q: 3 clusters Score -3142100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3142108.250000 Penalty: 3353.782959
	Iteration 25Q: 3 clusters Score -3142108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3142110.000000 Penalty: 3353.782959
	Iteration 26Q: 3 clusters Score -3142110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3142113.750000 Penalty: 3353.782959
	Iteration 27Q: 3 clusters Score -3142114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3142120.750000 Penalty: 3353.782959
	Iteration 28Q: 3 clusters Score -3142121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3142120.500000 Penalty: 3353.782959
	Iteration 29Q: 3 clusters Score -3142120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3142122.500000 Penalty: 3353.782959
	Iteration 30Q: 3 clusters Score -3142122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3142127.000000 Penalty: 3353.782959
	Iteration 31Q: 3 clusters Score -3142127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3142127.000000 Penalty: 3353.782959
	Iteration 32F: 3 clusters Score -3142127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Entering Unmasked Estep 
Score: -3674956.750000 Penalty: 1702.031982
	Iteration 0F: 2 clusters Score -3674957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3651337.500000 Penalty: 3404.063965
	Iteration 0F: 3 clusters Score -3651338 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3660456.000000 Penalty: 3404.063965
	Iteration 1F: 3 clusters Score -3660456 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3661023.500000 Penalty: 3404.063965
	Iteration 2Q: 3 clusters Score -3661024 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3661618.750000 Penalty: 3404.063965
	Iteration 3Q: 3 clusters Score -3661619 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3662252.250000 Penalty: 3404.063965
	Iteration 4Q: 3 clusters Score -3662252 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3663013.250000 Penalty: 3404.063965
	Iteration 5Q: 3 clusters Score -3663013 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3663805.500000 Penalty: 3404.063965
	Iteration 6F: 3 clusters Score -3663806 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3664608.000000 Penalty: 3404.063965
	Iteration 7F: 3 clusters Score -3664608 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3665334.750000 Penalty: 3404.063965
	Iteration 8Q: 3 clusters Score -3665335 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3665891.250000 Penalty: 3404.063965
	Iteration 9Q: 3 clusters Score -3665891 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3666317.750000 Penalty: 3404.063965
	Iteration 10Q: 3 clusters Score -3666318 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3666670.500000 Penalty: 3404.063965
	Iteration 11Q: 3 clusters Score -3666670 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3666994.750000 Penalty: 3404.063965
	Iteration 12Q: 3 clusters Score -3666995 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3667288.750000 Penalty: 3404.063965
	Iteration 13Q: 3 clusters Score -3667289 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3667591.250000 Penalty: 3404.063965
	Iteration 14Q: 3 clusters Score -3667591 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3667926.750000 Penalty: 3404.063965
	Iteration 15Q: 3 clusters Score -3667927 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3668199.250000 Penalty: 3404.063965
	Iteration 16Q: 3 clusters Score -3668199 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3668392.500000 Penalty: 3404.063965
	Iteration 17Q: 3 clusters Score -3668392 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3668555.750000 Penalty: 3404.063965
	Iteration 18Q: 3 clusters Score -3668556 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3668651.500000 Penalty: 3404.063965
	Iteration 19Q: 3 clusters Score -3668652 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3668755.000000 Penalty: 3404.063965
	Iteration 20F: 3 clusters Score -3668755 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3668846.500000 Penalty: 3404.063965
	Iteration 21Q: 3 clusters Score -3668846 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3668962.000000 Penalty: 3404.063965
	Iteration 22Q: 3 clusters Score -3668962 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3669029.500000 Penalty: 3404.063965
	Iteration 23Q: 3 clusters Score -3669030 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3669089.500000 Penalty: 3404.063965
	Iteration 24Q: 3 clusters Score -3669090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3669151.500000 Penalty: 3404.063965
	Iteration 25Q: 3 clusters Score -3669152 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3669202.000000 Penalty: 3404.063965
	Iteration 26Q: 3 clusters Score -3669202 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3669265.500000 Penalty: 3404.063965
	Iteration 27Q: 3 clusters Score -3669266 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3669304.500000 Penalty: 3404.063965
	Iteration 28Q: 3 clusters Score -3669304 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3669334.750000 Penalty: 3404.063965
	Iteration 29Q: 3 clusters Score -3669335 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3669373.500000 Penalty: 3404.063965
	Iteration 30Q: 3 clusters Score -3669374 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3669412.250000 Penalty: 3404.063965
	Iteration 31Q: 3 clusters Score -3669412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3669454.250000 Penalty: 3404.063965
	Iteration 32Q: 3 clusters Score -3669454 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3669483.500000 Penalty: 3404.063965
	Iteration 33Q: 3 clusters Score -3669484 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3669532.750000 Penalty: 3404.063965
	Iteration 34Q: 3 clusters Score -3669533 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3669569.750000 Penalty: 3404.063965
	Iteration 35Q: 3 clusters Score -3669570 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3669624.250000 Penalty: 3404.063965
	Iteration 36Q: 3 clusters Score -3669624 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3669663.500000 Penalty: 3404.063965
	Iteration 37Q: 3 clusters Score -3669664 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3669725.500000 Penalty: 3404.063965
	Iteration 38Q: 3 clusters Score -3669726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3669763.000000 Penalty: 3404.063965
	Iteration 39Q: 3 clusters Score -3669763 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3669797.250000 Penalty: 3404.063965
	Iteration 40F: 3 clusters Score -3669797 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3669830.500000 Penalty: 3404.063965
	Iteration 41Q: 3 clusters Score -3669830 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3669867.750000 Penalty: 3404.063965
	Iteration 42Q: 3 clusters Score -3669868 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3669901.500000 Penalty: 3404.063965
	Iteration 43Q: 3 clusters Score -3669902 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3669933.000000 Penalty: 3404.063965
	Iteration 44Q: 3 clusters Score -3669933 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3669959.000000 Penalty: 3404.063965
	Iteration 45Q: 3 clusters Score -3669959 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3669997.750000 Penalty: 3404.063965
	Iteration 46Q: 3 clusters Score -3669998 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3670048.250000 Penalty: 3404.063965
	Iteration 47Q: 3 clusters Score -3670048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3670090.000000 Penalty: 3404.063965
	Iteration 48Q: 3 clusters Score -3670090 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3670148.500000 Penalty: 3404.063965
	Iteration 49Q: 3 clusters Score -3670148 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3670214.250000 Penalty: 3404.063965
	Iteration 50Q: 3 clusters Score -3670214 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3670321.750000 Penalty: 3404.063965
	Iteration 51Q: 3 clusters Score -3670322 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3670406.500000 Penalty: 3404.063965
	Iteration 52Q: 3 clusters Score -3670406 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3670502.750000 Penalty: 3404.063965
	Iteration 53Q: 3 clusters Score -3670503 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3670608.750000 Penalty: 3404.063965
	Iteration 54Q: 3 clusters Score -3670609 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3670712.750000 Penalty: 3404.063965
	Iteration 55Q: 3 clusters Score -3670713 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3670815.750000 Penalty: 3404.063965
	Iteration 56Q: 3 clusters Score -3670816 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3670921.000000 Penalty: 3404.063965
	Iteration 57Q: 3 clusters Score -3670921 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3671029.000000 Penalty: 3404.063965
	Iteration 58Q: 3 clusters Score -3671029 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3671151.000000 Penalty: 3404.063965
	Iteration 59Q: 3 clusters Score -3671151 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3671260.750000 Penalty: 3404.063965
	Iteration 60F: 3 clusters Score -3671261 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3671390.750000 Penalty: 3404.063965
	Iteration 61Q: 3 clusters Score -3671391 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3671505.750000 Penalty: 3404.063965
	Iteration 62Q: 3 clusters Score -3671506 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3671630.250000 Penalty: 3404.063965
	Iteration 63Q: 3 clusters Score -3671630 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3671753.250000 Penalty: 3404.063965
	Iteration 64Q: 3 clusters Score -3671753 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3671863.500000 Penalty: 3404.063965
	Iteration 65Q: 3 clusters Score -3671864 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3671979.750000 Penalty: 3404.063965
	Iteration 66Q: 3 clusters Score -3671980 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3672091.750000 Penalty: 3404.063965
	Iteration 67Q: 3 clusters Score -3672092 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3672190.000000 Penalty: 3404.063965
	Iteration 68Q: 3 clusters Score -3672190 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3672295.000000 Penalty: 3404.063965
	Iteration 69Q: 3 clusters Score -3672295 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3672403.750000 Penalty: 3404.063965
	Iteration 70Q: 3 clusters Score -3672404 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3672509.500000 Penalty: 3404.063965
	Iteration 71Q: 3 clusters Score -3672510 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3672574.250000 Penalty: 3404.063965
	Iteration 72Q: 3 clusters Score -3672574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -3672664.000000 Penalty: 3404.063965
	Iteration 73Q: 3 clusters Score -3672664 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3672739.000000 Penalty: 3404.063965
	Iteration 74Q: 3 clusters Score -3672739 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -3672800.750000 Penalty: 3404.063965
	Iteration 75Q: 3 clusters Score -3672801 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3672870.250000 Penalty: 3404.063965
	Iteration 76Q: 3 clusters Score -3672870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -3672935.250000 Penalty: 3404.063965
	Iteration 77Q: 3 clusters Score -3672935 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3672982.750000 Penalty: 3404.063965
	Iteration 78Q: 3 clusters Score -3672983 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3673042.250000 Penalty: 3404.063965
	Iteration 79Q: 3 clusters Score -3673042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3673089.250000 Penalty: 3404.063965
	Iteration 80F: 3 clusters Score -3673089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3673140.000000 Penalty: 3404.063965
	Iteration 81Q: 3 clusters Score -3673140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3673155.500000 Penalty: 3404.063965
	Iteration 82Q: 3 clusters Score -3673156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3673176.000000 Penalty: 3404.063965
	Iteration 83Q: 3 clusters Score -3673176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3673195.500000 Penalty: 3404.063965
	Iteration 84Q: 3 clusters Score -3673196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3673214.750000 Penalty: 3404.063965
	Iteration 85Q: 3 clusters Score -3673215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3673231.250000 Penalty: 3404.063965
	Iteration 86Q: 3 clusters Score -3673231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -3673253.500000 Penalty: 3404.063965
	Iteration 87Q: 3 clusters Score -3673254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3673267.750000 Penalty: 3404.063965
	Iteration 88Q: 3 clusters Score -3673268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -3673275.000000 Penalty: 3404.063965
	Iteration 89Q: 3 clusters Score -3673275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3673288.250000 Penalty: 3404.063965
	Iteration 90Q: 3 clusters Score -3673288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -3673302.000000 Penalty: 3404.063965
	Iteration 91Q: 3 clusters Score -3673302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -3673320.500000 Penalty: 3404.063965
	Iteration 92Q: 3 clusters Score -3673320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3673335.250000 Penalty: 3404.063965
	Iteration 93Q: 3 clusters Score -3673335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3673356.250000 Penalty: 3404.063965
	Iteration 94Q: 3 clusters Score -3673356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3673363.000000 Penalty: 3404.063965
	Iteration 95Q: 3 clusters Score -3673363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3673384.250000 Penalty: 3404.063965
	Iteration 96Q: 3 clusters Score -3673384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -3673400.250000 Penalty: 3404.063965
	Iteration 97Q: 3 clusters Score -3673400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3673414.000000 Penalty: 3404.063965
	Iteration 98Q: 3 clusters Score -3673414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -3673419.250000 Penalty: 3404.063965
	Iteration 99Q: 3 clusters Score -3673419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3673424.500000 Penalty: 3404.063965
	Iteration 100F: 3 clusters Score -3673424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -3673425.500000 Penalty: 3404.063965
	Iteration 101Q: 3 clusters Score -3673426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -3673433.250000 Penalty: 3404.063965
	Iteration 102Q: 3 clusters Score -3673433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3673434.000000 Penalty: 3404.063965
	Iteration 103Q: 3 clusters Score -3673434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3673435.500000 Penalty: 3404.063965
	Iteration 104Q: 3 clusters Score -3673436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -3673439.000000 Penalty: 3404.063965
	Iteration 105Q: 3 clusters Score -3673439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3673441.000000 Penalty: 3404.063965
	Iteration 106Q: 3 clusters Score -3673441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3673445.250000 Penalty: 3404.063965
	Iteration 107Q: 3 clusters Score -3673445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -3673446.750000 Penalty: 3404.063965
	Iteration 108Q: 3 clusters Score -3673447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3673447.250000 Penalty: 3404.063965
	Iteration 109Q: 3 clusters Score -3673447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -3673448.750000 Penalty: 3404.063965
	Iteration 110Q: 3 clusters Score -3673449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -3673464.750000 Penalty: 3404.063965
	Iteration 111Q: 3 clusters Score -3673465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3673463.750000 Penalty: 3404.063965
	Iteration 112Q: 3 clusters Score -3673464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -3673466.000000 Penalty: 3404.063965
	Iteration 113Q: 3 clusters Score -3673466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -3673466.500000 Penalty: 3404.063965
	Iteration 114Q: 3 clusters Score -3673466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3673461.500000 Penalty: 3404.063965
	Iteration 115Q: 3 clusters Score -3673462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3673466.000000 Penalty: 3404.063965
	Iteration 116Q: 3 clusters Score -3673466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -3673463.500000 Penalty: 3404.063965
	Iteration 117Q: 3 clusters Score -3673464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3673469.250000 Penalty: 3404.063965
	Iteration 118Q: 3 clusters Score -3673469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3673467.250000 Penalty: 3404.063965
	Iteration 119Q: 3 clusters Score -3673467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3673471.000000 Penalty: 3404.063965
	Iteration 120F: 3 clusters Score -3673471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3673472.000000 Penalty: 3404.063965
	Iteration 121Q: 3 clusters Score -3673472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3673470.000000 Penalty: 3404.063965
	Iteration 122Q: 3 clusters Score -3673470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -3673471.250000 Penalty: 3404.063965
	Iteration 123Q: 3 clusters Score -3673471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -3673470.000000 Penalty: 3404.063965
	Iteration 124Q: 3 clusters Score -3673470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -3673470.000000 Penalty: 3404.063965
	Iteration 125Q: 3 clusters Score -3673470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3673468.250000 Penalty: 3404.063965
	Iteration 126Q: 3 clusters Score -3673468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3673468.250000 Penalty: 3404.063965
	Iteration 127F: 3 clusters Score -3673468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Entering Unmasked Estep 
Score: -16031955.000000 Penalty: 1940.984497
	Iteration 0F: 2 clusters Score -1.603196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -15931997.000000 Penalty: 3881.968994
	Iteration 0F: 3 clusters Score -1.5932e+07 nChanged 74032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -15975832.000000 Penalty: 3881.968994
	Iteration 1F: 3 clusters Score -1.597583e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -15977827.000000 Penalty: 3881.968994
	Iteration 2Q: 3 clusters Score -1.597783e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -15980884.000000 Penalty: 3881.968994
	Iteration 3Q: 3 clusters Score -1.598088e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -15986126.000000 Penalty: 3881.968994
	Iteration 4F: 3 clusters Score -1.598613e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -15993508.000000 Penalty: 3881.968994
	Iteration 5F: 3 clusters Score -1.599351e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -16003461.000000 Penalty: 3881.968994
	Iteration 6F: 3 clusters Score -1.600346e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -16013930.000000 Penalty: 3881.968994
	Iteration 7F: 3 clusters Score -1.601393e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -16022381.000000 Penalty: 3881.968994
	Iteration 8F: 3 clusters Score -1.602238e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148125 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -16026891.000000 Penalty: 3881.968994
	Iteration 9Q: 3 clusters Score -1.602689e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -16028858.000000 Penalty: 3881.968994
	Iteration 10Q: 3 clusters Score -1.602886e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16029616.000000 Penalty: 3881.968994
	Iteration 11Q: 3 clusters Score -1.602962e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16029995.000000 Penalty: 3881.968994
	Iteration 12Q: 3 clusters Score -1.603e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16030137.000000 Penalty: 3881.968994
	Iteration 13Q: 3 clusters Score -1.603014e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16030204.000000 Penalty: 3881.968994
	Iteration 14Q: 3 clusters Score -1.60302e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16030251.000000 Penalty: 3881.968994
	Iteration 15Q: 3 clusters Score -1.603025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16030268.000000 Penalty: 3881.968994
	Iteration 16Q: 3 clusters Score -1.603027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16030295.000000 Penalty: 3881.968994
	Iteration 17Q: 3 clusters Score -1.60303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16030314.000000 Penalty: 3881.968994
	Iteration 18Q: 3 clusters Score -1.603031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16030311.000000 Penalty: 3881.968994
	Iteration 19Q: 3 clusters Score -1.603031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16030320.000000 Penalty: 3881.968994
	Iteration 20F: 3 clusters Score -1.603032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16030325.000000 Penalty: 3881.968994
	Iteration 21Q: 3 clusters Score -1.603032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16030333.000000 Penalty: 3881.968994
	Iteration 22Q: 3 clusters Score -1.603033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16030332.000000 Penalty: 3881.968994
	Iteration 23Q: 3 clusters Score -1.603033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16030349.000000 Penalty: 3881.968994
	Iteration 24Q: 3 clusters Score -1.603035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16030353.000000 Penalty: 3881.968994
	Iteration 25Q: 3 clusters Score -1.603035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16030353.000000 Penalty: 3881.968994
	Iteration 26Q: 3 clusters Score -1.603035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16030369.000000 Penalty: 3881.968994
	Iteration 27Q: 3 clusters Score -1.603037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153718 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16030367.000000 Penalty: 3881.968994
	Iteration 28Q: 3 clusters Score -1.603037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16030383.000000 Penalty: 3881.968994
	Iteration 29Q: 3 clusters Score -1.603038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16030381.000000 Penalty: 3881.968994
	Iteration 30Q: 3 clusters Score -1.603038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16030384.000000 Penalty: 3881.968994
	Iteration 31Q: 3 clusters Score -1.603038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16030393.000000 Penalty: 3881.968994
	Iteration 32Q: 3 clusters Score -1.603039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16030389.000000 Penalty: 3881.968994
	Iteration 33Q: 3 clusters Score -1.603039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16030389.000000 Penalty: 3881.968994
	Iteration 34F: 3 clusters Score -1.603039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -829126.500000 Penalty: 1461.552979
	Iteration 0F: 2 clusters Score -829126.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -823225.562500 Penalty: 2923.105957
	Iteration 0F: 3 clusters Score -823225.6 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -825093.250000 Penalty: 2923.105957
	Iteration 1F: 3 clusters Score -825093.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -825339.562500 Penalty: 2923.105957
	Iteration 2F: 3 clusters Score -825339.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -825558.187500 Penalty: 2923.105957
	Iteration 3F: 3 clusters Score -825558.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -825747.875000 Penalty: 2923.105957
	Iteration 4Q: 3 clusters Score -825747.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -825900.812500 Penalty: 2923.105957
	Iteration 5Q: 3 clusters Score -825900.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -826071.250000 Penalty: 2923.105957
	Iteration 6Q: 3 clusters Score -826071.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -826232.500000 Penalty: 2923.105957
	Iteration 7Q: 3 clusters Score -826232.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -826388.437500 Penalty: 2923.105957
	Iteration 8Q: 3 clusters Score -826388.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -826544.625000 Penalty: 2923.105957
	Iteration 9Q: 3 clusters Score -826544.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -826682.812500 Penalty: 2923.105957
	Iteration 10Q: 3 clusters Score -826682.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -826807.000000 Penalty: 2923.105957
	Iteration 11Q: 3 clusters Score -826807 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -826929.437500 Penalty: 2923.105957
	Iteration 12Q: 3 clusters Score -826929.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -827037.750000 Penalty: 2923.105957
	Iteration 13Q: 3 clusters Score -827037.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -827151.750000 Penalty: 2923.105957
	Iteration 14Q: 3 clusters Score -827151.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -827260.812500 Penalty: 2923.105957
	Iteration 15Q: 3 clusters Score -827260.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -827344.437500 Penalty: 2923.105957
	Iteration 16Q: 3 clusters Score -827344.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -827420.125000 Penalty: 2923.105957
	Iteration 17Q: 3 clusters Score -827420.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -827472.062500 Penalty: 2923.105957
	Iteration 18Q: 3 clusters Score -827472.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -827515.687500 Penalty: 2923.105957
	Iteration 19Q: 3 clusters Score -827515.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -827545.375000 Penalty: 2923.105957
	Iteration 20F: 3 clusters Score -827545.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -827567.375000 Penalty: 2923.105957
	Iteration 21Q: 3 clusters Score -827567.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -827582.750000 Penalty: 2923.105957
	Iteration 22Q: 3 clusters Score -827582.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -827599.750000 Penalty: 2923.105957
	Iteration 23Q: 3 clusters Score -827599.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -827614.125000 Penalty: 2923.105957
	Iteration 24Q: 3 clusters Score -827614.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -827625.187500 Penalty: 2923.105957
	Iteration 25Q: 3 clusters Score -827625.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -827641.187500 Penalty: 2923.105957
	Iteration 26Q: 3 clusters Score -827641.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -827655.562500 Penalty: 2923.105957
	Iteration 27Q: 3 clusters Score -827655.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -827670.500000 Penalty: 2923.105957
	Iteration 28Q: 3 clusters Score -827670.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -827682.875000 Penalty: 2923.105957
	Iteration 29Q: 3 clusters Score -827682.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -827688.750000 Penalty: 2923.105957
	Iteration 30Q: 3 clusters Score -827688.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -827699.000000 Penalty: 2923.105957
	Iteration 31Q: 3 clusters Score -827699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -827704.562500 Penalty: 2923.105957
	Iteration 32Q: 3 clusters Score -827704.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -827711.062500 Penalty: 2923.105957
	Iteration 33Q: 3 clusters Score -827711.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -827716.937500 Penalty: 2923.105957
	Iteration 34Q: 3 clusters Score -827716.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -827723.437500 Penalty: 2923.105957
	Iteration 35Q: 3 clusters Score -827723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -827729.375000 Penalty: 2923.105957
	Iteration 36Q: 3 clusters Score -827729.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -827737.875000 Penalty: 2923.105957
	Iteration 37Q: 3 clusters Score -827737.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -827747.875000 Penalty: 2923.105957
	Iteration 38Q: 3 clusters Score -827747.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -827759.187500 Penalty: 2923.105957
	Iteration 39Q: 3 clusters Score -827759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -827770.375000 Penalty: 2923.105957
	Iteration 40F: 3 clusters Score -827770.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -827779.937500 Penalty: 2923.105957
	Iteration 41Q: 3 clusters Score -827779.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -827790.812500 Penalty: 2923.105957
	Iteration 42Q: 3 clusters Score -827790.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -827796.312500 Penalty: 2923.105957
	Iteration 43Q: 3 clusters Score -827796.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -827809.875000 Penalty: 2923.105957
	Iteration 44Q: 3 clusters Score -827809.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -827822.562500 Penalty: 2923.105957
	Iteration 45Q: 3 clusters Score -827822.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -827828.562500 Penalty: 2923.105957
	Iteration 46Q: 3 clusters Score -827828.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -827837.500000 Penalty: 2923.105957
	Iteration 47Q: 3 clusters Score -827837.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -827843.312500 Penalty: 2923.105957
	Iteration 48Q: 3 clusters Score -827843.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -827845.812500 Penalty: 2923.105957
	Iteration 49Q: 3 clusters Score -827845.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -827853.125000 Penalty: 2923.105957
	Iteration 50Q: 3 clusters Score -827853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -827856.875000 Penalty: 2923.105957
	Iteration 51Q: 3 clusters Score -827856.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -827863.500000 Penalty: 2923.105957
	Iteration 52Q: 3 clusters Score -827863.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -827870.312500 Penalty: 2923.105957
	Iteration 53Q: 3 clusters Score -827870.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -827878.562500 Penalty: 2923.105957
	Iteration 54Q: 3 clusters Score -827878.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -827883.312500 Penalty: 2923.105957
	Iteration 55Q: 3 clusters Score -827883.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -827891.375000 Penalty: 2923.105957
	Iteration 56Q: 3 clusters Score -827891.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -827895.312500 Penalty: 2923.105957
	Iteration 57Q: 3 clusters Score -827895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -827897.750000 Penalty: 2923.105957
	Iteration 58Q: 3 clusters Score -827897.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -827900.562500 Penalty: 2923.105957
	Iteration 59Q: 3 clusters Score -827900.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -827904.312500 Penalty: 2923.105957
	Iteration 60F: 3 clusters Score -827904.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -827906.125000 Penalty: 2923.105957
	Iteration 61Q: 3 clusters Score -827906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -827908.500000 Penalty: 2923.105957
	Iteration 62Q: 3 clusters Score -827908.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -827914.625000 Penalty: 2923.105957
	Iteration 63Q: 3 clusters Score -827914.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -827921.062500 Penalty: 2923.105957
	Iteration 64Q: 3 clusters Score -827921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -827923.750000 Penalty: 2923.105957
	Iteration 65Q: 3 clusters Score -827923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -827925.125000 Penalty: 2923.105957
	Iteration 66Q: 3 clusters Score -827925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -827925.250000 Penalty: 2923.105957
	Iteration 67Q: 3 clusters Score -827925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -827925.875000 Penalty: 2923.105957
	Iteration 68Q: 3 clusters Score -827925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -827925.875000 Penalty: 2923.105957
	Iteration 69F: 3 clusters Score -827925.9 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: -357578.437500 Penalty: 1337.078735
	Iteration 0F: 2 clusters Score -357578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -354439.750000 Penalty: 2674.157471
	Iteration 0F: 3 clusters Score -354439.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -355343.343750 Penalty: 2674.157471
	Iteration 1F: 3 clusters Score -355343.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -355573.843750 Penalty: 2674.157471
	Iteration 2F: 3 clusters Score -355573.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -355741.875000 Penalty: 2674.157471
	Iteration 3F: 3 clusters Score -355741.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -355895.500000 Penalty: 2674.157471
	Iteration 4F: 3 clusters Score -355895.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -356031.125000 Penalty: 2674.157471
	Iteration 5F: 3 clusters Score -356031.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -356141.468750 Penalty: 2674.157471
	Iteration 6Q: 3 clusters Score -356141.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -356238.625000 Penalty: 2674.157471
	Iteration 7Q: 3 clusters Score -356238.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -356342.781250 Penalty: 2674.157471
	Iteration 8Q: 3 clusters Score -356342.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -356446.781250 Penalty: 2674.157471
	Iteration 9Q: 3 clusters Score -356446.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -356548.375000 Penalty: 2674.157471
	Iteration 10Q: 3 clusters Score -356548.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -356625.562500 Penalty: 2674.157471
	Iteration 11Q: 3 clusters Score -356625.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -356703.500000 Penalty: 2674.157471
	Iteration 12Q: 3 clusters Score -356703.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356775.312500 Penalty: 2674.157471
	Iteration 13Q: 3 clusters Score -356775.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -356823.437500 Penalty: 2674.157471
	Iteration 14Q: 3 clusters Score -356823.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -356871.093750 Penalty: 2674.157471
	Iteration 15Q: 3 clusters Score -356871.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -356915.562500 Penalty: 2674.157471
	Iteration 16Q: 3 clusters Score -356915.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -356944.781250 Penalty: 2674.157471
	Iteration 17Q: 3 clusters Score -356944.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -356969.531250 Penalty: 2674.157471
	Iteration 18Q: 3 clusters Score -356969.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -356984.656250 Penalty: 2674.157471
	Iteration 19Q: 3 clusters Score -356984.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -356999.218750 Penalty: 2674.157471
	Iteration 20F: 3 clusters Score -356999.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -357010.281250 Penalty: 2674.157471
	Iteration 21Q: 3 clusters Score -357010.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -357015.906250 Penalty: 2674.157471
	Iteration 22Q: 3 clusters Score -357015.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -357018.531250 Penalty: 2674.157471
	Iteration 23Q: 3 clusters Score -357018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -357020.656250 Penalty: 2674.157471
	Iteration 24Q: 3 clusters Score -357020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -357025.000000 Penalty: 2674.157471
	Iteration 25Q: 3 clusters Score -357025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -357028.218750 Penalty: 2674.157471
	Iteration 26Q: 3 clusters Score -357028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -357031.218750 Penalty: 2674.157471
	Iteration 27Q: 3 clusters Score -357031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -357032.593750 Penalty: 2674.157471
	Iteration 28Q: 3 clusters Score -357032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -357035.718750 Penalty: 2674.157471
	Iteration 29Q: 3 clusters Score -357035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -357044.062500 Penalty: 2674.157471
	Iteration 30Q: 3 clusters Score -357044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -357047.093750 Penalty: 2674.157471
	Iteration 31Q: 3 clusters Score -357047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -357047.750000 Penalty: 2674.157471
	Iteration 32Q: 3 clusters Score -357047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -357048.562500 Penalty: 2674.157471
	Iteration 33Q: 3 clusters Score -357048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -357048.343750 Penalty: 2674.157471
	Iteration 34Q: 3 clusters Score -357048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -357048.343750 Penalty: 2674.157471
	Iteration 35F: 3 clusters Score -357048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -127398.203125 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -127398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -125679.789062 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -125679.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -126210.226562 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -126210.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -126427.375000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -126427.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -126599.156250 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -126599.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -126718.234375 Penalty: 2370.893311
	Iteration 4F: 3 clusters Score -126718.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -126813.492188 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -126813.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -126872.023438 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -126872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -126924.296875 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -126924.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -126958.304688 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -126958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -126985.640625 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -126985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -127003.820312 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -127003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -127012.039062 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -127012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127019.000000 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -127019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -127027.898438 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -127027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -127036.304688 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -127036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127045.390625 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -127045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -127054.695312 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -127054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127060.601562 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -127060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -127066.968750 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -127067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127073.000000 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -127073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127078.796875 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -127078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -127111.046875 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -127111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127121.257812 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -127121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -127124.898438 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -127124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127126.531250 Penalty: 2370.893311
	Iteration 24Q: 3 clusters Score -127126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -127127.851562 Penalty: 2370.893311
	Iteration 25Q: 3 clusters Score -127127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127128.398438 Penalty: 2370.893311
	Iteration 26Q: 3 clusters Score -127128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -127129.015625 Penalty: 2370.893311
	Iteration 27Q: 3 clusters Score -127129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127129.343750 Penalty: 2370.893311
	Iteration 28Q: 3 clusters Score -127129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127129.343750 Penalty: 2370.893311
	Iteration 29F: 3 clusters Score -127129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1102145.000000 Penalty: 1505.380615
	Iteration 0F: 2 clusters Score -1102145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1094608.625000 Penalty: 3010.761230
	Iteration 0F: 3 clusters Score -1094609 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1097131.500000 Penalty: 3010.761230
	Iteration 1F: 3 clusters Score -1097132 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1097409.000000 Penalty: 3010.761230
	Iteration 2F: 3 clusters Score -1097409 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1097663.500000 Penalty: 3010.761230
	Iteration 3F: 3 clusters Score -1097664 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1097940.125000 Penalty: 3010.761230
	Iteration 4F: 3 clusters Score -1097940 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1098228.500000 Penalty: 3010.761230
	Iteration 5F: 3 clusters Score -1098228 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1098622.750000 Penalty: 3010.761230
	Iteration 6F: 3 clusters Score -1098623 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1099073.250000 Penalty: 3010.761230
	Iteration 7F: 3 clusters Score -1099073 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1099468.375000 Penalty: 3010.761230
	Iteration 8F: 3 clusters Score -1099468 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1099832.125000 Penalty: 3010.761230
	Iteration 9F: 3 clusters Score -1099832 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1100068.125000 Penalty: 3010.761230
	Iteration 10Q: 3 clusters Score -1100068 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1100206.875000 Penalty: 3010.761230
	Iteration 11Q: 3 clusters Score -1100207 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1100308.000000 Penalty: 3010.761230
	Iteration 12Q: 3 clusters Score -1100308 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1100368.625000 Penalty: 3010.761230
	Iteration 13Q: 3 clusters Score -1100369 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1100408.250000 Penalty: 3010.761230
	Iteration 14Q: 3 clusters Score -1100408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1100434.000000 Penalty: 3010.761230
	Iteration 15Q: 3 clusters Score -1100434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1100457.750000 Penalty: 3010.761230
	Iteration 16Q: 3 clusters Score -1100458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1100479.000000 Penalty: 3010.761230
	Iteration 17Q: 3 clusters Score -1100479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1100491.250000 Penalty: 3010.761230
	Iteration 18Q: 3 clusters Score -1100491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1100508.125000 Penalty: 3010.761230
	Iteration 19Q: 3 clusters Score -1100508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1100520.875000 Penalty: 3010.761230
	Iteration 20F: 3 clusters Score -1100521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1100536.125000 Penalty: 3010.761230
	Iteration 21Q: 3 clusters Score -1100536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1100557.500000 Penalty: 3010.761230
	Iteration 22Q: 3 clusters Score -1100558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1100568.625000 Penalty: 3010.761230
	Iteration 23Q: 3 clusters Score -1100569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1100578.750000 Penalty: 3010.761230
	Iteration 24Q: 3 clusters Score -1100579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1100589.875000 Penalty: 3010.761230
	Iteration 25Q: 3 clusters Score -1100590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1100594.375000 Penalty: 3010.761230
	Iteration 26Q: 3 clusters Score -1100594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1100599.750000 Penalty: 3010.761230
	Iteration 27Q: 3 clusters Score -1100600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1100603.250000 Penalty: 3010.761230
	Iteration 28Q: 3 clusters Score -1100603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1100608.500000 Penalty: 3010.761230
	Iteration 29Q: 3 clusters Score -1100608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1100613.125000 Penalty: 3010.761230
	Iteration 30Q: 3 clusters Score -1100613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1100618.375000 Penalty: 3010.761230
	Iteration 31Q: 3 clusters Score -1100618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1100623.000000 Penalty: 3010.761230
	Iteration 32Q: 3 clusters Score -1100623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1100626.250000 Penalty: 3010.761230
	Iteration 33Q: 3 clusters Score -1100626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1100626.625000 Penalty: 3010.761230
	Iteration 34Q: 3 clusters Score -1100627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1100631.375000 Penalty: 3010.761230
	Iteration 35Q: 3 clusters Score -1100631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1100632.875000 Penalty: 3010.761230
	Iteration 36Q: 3 clusters Score -1100633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1100632.625000 Penalty: 3010.761230
	Iteration 37Q: 3 clusters Score -1100633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1100633.625000 Penalty: 3010.761230
	Iteration 38Q: 3 clusters Score -1100634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1100634.625000 Penalty: 3010.761230
	Iteration 39Q: 3 clusters Score -1100635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1100636.750000 Penalty: 3010.761230
	Iteration 40F: 3 clusters Score -1100637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1100639.000000 Penalty: 3010.761230
	Iteration 41Q: 3 clusters Score -1100639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1100638.500000 Penalty: 3010.761230
	Iteration 42Q: 3 clusters Score -1100638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1100636.625000 Penalty: 3010.761230
	Iteration 43Q: 3 clusters Score -1100637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1100635.000000 Penalty: 3010.761230
	Iteration 44Q: 3 clusters Score -1100635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1100637.500000 Penalty: 3010.761230
	Iteration 45Q: 3 clusters Score -1100638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1100640.875000 Penalty: 3010.761230
	Iteration 46Q: 3 clusters Score -1100641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1100639.625000 Penalty: 3010.761230
	Iteration 47Q: 3 clusters Score -1100640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1100642.000000 Penalty: 3010.761230
	Iteration 48Q: 3 clusters Score -1100642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1100644.000000 Penalty: 3010.761230
	Iteration 49Q: 3 clusters Score -1100644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1100644.000000 Penalty: 3010.761230
	Iteration 50F: 3 clusters Score -1100644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -616782.500000 Penalty: 1420.044434
	Iteration 0F: 2 clusters Score -616782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -612049.187500 Penalty: 2840.088867
	Iteration 0F: 3 clusters Score -612049.2 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -613672.187500 Penalty: 2840.088867
	Iteration 1F: 3 clusters Score -613672.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -614173.500000 Penalty: 2840.088867
	Iteration 2F: 3 clusters Score -614173.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -614757.437500 Penalty: 2840.088867
	Iteration 3F: 3 clusters Score -614757.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -615149.562500 Penalty: 2840.088867
	Iteration 4F: 3 clusters Score -615149.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -615434.875000 Penalty: 2840.088867
	Iteration 5F: 3 clusters Score -615434.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -615697.312500 Penalty: 2840.088867
	Iteration 6F: 3 clusters Score -615697.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -615947.812500 Penalty: 2840.088867
	Iteration 7Q: 3 clusters Score -615947.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -616128.250000 Penalty: 2840.088867
	Iteration 8Q: 3 clusters Score -616128.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -616284.125000 Penalty: 2840.088867
	Iteration 9Q: 3 clusters Score -616284.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -616450.812500 Penalty: 2840.088867
	Iteration 10Q: 3 clusters Score -616450.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -616533.687500 Penalty: 2840.088867
	Iteration 11Q: 3 clusters Score -616533.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -616571.250000 Penalty: 2840.088867
	Iteration 12Q: 3 clusters Score -616571.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -616583.562500 Penalty: 2840.088867
	Iteration 13Q: 3 clusters Score -616583.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -616593.687500 Penalty: 2840.088867
	Iteration 14Q: 3 clusters Score -616593.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -616603.312500 Penalty: 2840.088867
	Iteration 15Q: 3 clusters Score -616603.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -616613.187500 Penalty: 2840.088867
	Iteration 16Q: 3 clusters Score -616613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -616620.125000 Penalty: 2840.088867
	Iteration 17Q: 3 clusters Score -616620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -616623.750000 Penalty: 2840.088867
	Iteration 18Q: 3 clusters Score -616623.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -616627.375000 Penalty: 2840.088867
	Iteration 19Q: 3 clusters Score -616627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -616631.500000 Penalty: 2840.088867
	Iteration 20F: 3 clusters Score -616631.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -616633.812500 Penalty: 2840.088867
	Iteration 21Q: 3 clusters Score -616633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -616638.437500 Penalty: 2840.088867
	Iteration 22Q: 3 clusters Score -616638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -616638.750000 Penalty: 2840.088867
	Iteration 23Q: 3 clusters Score -616638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -616638.187500 Penalty: 2840.088867
	Iteration 24Q: 3 clusters Score -616638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -616640.125000 Penalty: 2840.088867
	Iteration 25Q: 3 clusters Score -616640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -616639.437500 Penalty: 2840.088867
	Iteration 26Q: 3 clusters Score -616639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -616639.437500 Penalty: 2840.088867
	Iteration 27F: 3 clusters Score -616639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -520255.218750 Penalty: 1391.972412
	Iteration 0F: 2 clusters Score -520255.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -516091.000000 Penalty: 2783.944824
	Iteration 0F: 3 clusters Score -516091 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -517464.125000 Penalty: 2783.944824
	Iteration 1F: 3 clusters Score -517464.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -517746.250000 Penalty: 2783.944824
	Iteration 2F: 3 clusters Score -517746.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -518000.593750 Penalty: 2783.944824
	Iteration 3F: 3 clusters Score -518000.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -518273.093750 Penalty: 2783.944824
	Iteration 4F: 3 clusters Score -518273.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -518659.218750 Penalty: 2783.944824
	Iteration 5F: 3 clusters Score -518659.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -519027.468750 Penalty: 2783.944824
	Iteration 6F: 3 clusters Score -519027.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -519236.625000 Penalty: 2783.944824
	Iteration 7F: 3 clusters Score -519236.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -519351.562500 Penalty: 2783.944824
	Iteration 8Q: 3 clusters Score -519351.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -519397.781250 Penalty: 2783.944824
	Iteration 9Q: 3 clusters Score -519397.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -519431.125000 Penalty: 2783.944824
	Iteration 10Q: 3 clusters Score -519431.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -519463.250000 Penalty: 2783.944824
	Iteration 11Q: 3 clusters Score -519463.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -519493.312500 Penalty: 2783.944824
	Iteration 12Q: 3 clusters Score -519493.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -519513.218750 Penalty: 2783.944824
	Iteration 13Q: 3 clusters Score -519513.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -519530.562500 Penalty: 2783.944824
	Iteration 14Q: 3 clusters Score -519530.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -519547.875000 Penalty: 2783.944824
	Iteration 15Q: 3 clusters Score -519547.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -519560.062500 Penalty: 2783.944824
	Iteration 16Q: 3 clusters Score -519560.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -519570.718750 Penalty: 2783.944824
	Iteration 17Q: 3 clusters Score -519570.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -519585.718750 Penalty: 2783.944824
	Iteration 18Q: 3 clusters Score -519585.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -519599.062500 Penalty: 2783.944824
	Iteration 19Q: 3 clusters Score -519599.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -519608.906250 Penalty: 2783.944824
	Iteration 20F: 3 clusters Score -519608.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -519612.156250 Penalty: 2783.944824
	Iteration 21Q: 3 clusters Score -519612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -519613.843750 Penalty: 2783.944824
	Iteration 22Q: 3 clusters Score -519613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -519613.625000 Penalty: 2783.944824
	Iteration 23Q: 3 clusters Score -519613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -519614.656250 Penalty: 2783.944824
	Iteration 24Q: 3 clusters Score -519614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -519614.718750 Penalty: 2783.944824
	Iteration 25Q: 3 clusters Score -519614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -519614.718750 Penalty: 2783.944824
	Iteration 26F: 3 clusters Score -519614.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -388996.437500 Penalty: 1349.279297
	Iteration 0F: 2 clusters Score -388996.4 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 2011 members 
Entering Unmasked Estep 
Score: -385649.468750 Penalty: 2698.558594
	Iteration 0F: 3 clusters Score -385649.5 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -386598.343750 Penalty: 2698.558594
	Iteration 1F: 3 clusters Score -386598.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -386844.625000 Penalty: 2698.558594
	Iteration 2F: 3 clusters Score -386844.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -387010.468750 Penalty: 2698.558594
	Iteration 3F: 3 clusters Score -387010.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -387143.593750 Penalty: 2698.558594
	Iteration 4Q: 3 clusters Score -387143.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -387250.500000 Penalty: 2698.558594
	Iteration 5Q: 3 clusters Score -387250.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -387371.250000 Penalty: 2698.558594
	Iteration 6Q: 3 clusters Score -387371.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -387488.093750 Penalty: 2698.558594
	Iteration 7Q: 3 clusters Score -387488.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -387636.375000 Penalty: 2698.558594
	Iteration 8Q: 3 clusters Score -387636.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -387790.406250 Penalty: 2698.558594
	Iteration 9Q: 3 clusters Score -387790.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -387941.187500 Penalty: 2698.558594
	Iteration 10Q: 3 clusters Score -387941.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -388065.843750 Penalty: 2698.558594
	Iteration 11Q: 3 clusters Score -388065.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -388140.281250 Penalty: 2698.558594
	Iteration 12Q: 3 clusters Score -388140.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -388190.156250 Penalty: 2698.558594
	Iteration 13Q: 3 clusters Score -388190.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -388236.375000 Penalty: 2698.558594
	Iteration 14Q: 3 clusters Score -388236.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -388287.937500 Penalty: 2698.558594
	Iteration 15Q: 3 clusters Score -388287.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -388358.281250 Penalty: 2698.558594
	Iteration 16Q: 3 clusters Score -388358.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -388394.875000 Penalty: 2698.558594
	Iteration 17Q: 3 clusters Score -388394.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -388417.812500 Penalty: 2698.558594
	Iteration 18Q: 3 clusters Score -388417.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -388440.468750 Penalty: 2698.558594
	Iteration 19Q: 3 clusters Score -388440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -388456.437500 Penalty: 2698.558594
	Iteration 20F: 3 clusters Score -388456.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -388472.656250 Penalty: 2698.558594
	Iteration 21Q: 3 clusters Score -388472.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -388483.625000 Penalty: 2698.558594
	Iteration 22Q: 3 clusters Score -388483.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -388490.562500 Penalty: 2698.558594
	Iteration 23Q: 3 clusters Score -388490.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -388500.843750 Penalty: 2698.558594
	Iteration 24Q: 3 clusters Score -388500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -388506.875000 Penalty: 2698.558594
	Iteration 25Q: 3 clusters Score -388506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -388516.875000 Penalty: 2698.558594
	Iteration 26Q: 3 clusters Score -388516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -388530.312500 Penalty: 2698.558594
	Iteration 27Q: 3 clusters Score -388530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -388538.250000 Penalty: 2698.558594
	Iteration 28Q: 3 clusters Score -388538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388542.468750 Penalty: 2698.558594
	Iteration 29Q: 3 clusters Score -388542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388545.343750 Penalty: 2698.558594
	Iteration 30Q: 3 clusters Score -388545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388546.031250 Penalty: 2698.558594
	Iteration 31Q: 3 clusters Score -388546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -388546.343750 Penalty: 2698.558594
	Iteration 32Q: 3 clusters Score -388546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -388546.343750 Penalty: 2698.558594
	Iteration 33F: 3 clusters Score -388546.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -390539.906250 Penalty: 1345.327148
	Iteration 0F: 2 clusters Score -390539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -387267.218750 Penalty: 2690.654297
	Iteration 0F: 3 clusters Score -387267.2 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -388175.218750 Penalty: 2690.654297
	Iteration 1F: 3 clusters Score -388175.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -388370.312500 Penalty: 2690.654297
	Iteration 2F: 3 clusters Score -388370.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -388497.781250 Penalty: 2690.654297
	Iteration 3F: 3 clusters Score -388497.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -388592.500000 Penalty: 2690.654297
	Iteration 4Q: 3 clusters Score -388592.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -388677.343750 Penalty: 2690.654297
	Iteration 5Q: 3 clusters Score -388677.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -388781.750000 Penalty: 2690.654297
	Iteration 6Q: 3 clusters Score -388781.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -388874.468750 Penalty: 2690.654297
	Iteration 7Q: 3 clusters Score -388874.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -388959.750000 Penalty: 2690.654297
	Iteration 8Q: 3 clusters Score -388959.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -389024.906250 Penalty: 2690.654297
	Iteration 9Q: 3 clusters Score -389024.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -389072.093750 Penalty: 2690.654297
	Iteration 10Q: 3 clusters Score -389072.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -389111.468750 Penalty: 2690.654297
	Iteration 11Q: 3 clusters Score -389111.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -389147.406250 Penalty: 2690.654297
	Iteration 12Q: 3 clusters Score -389147.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -389183.625000 Penalty: 2690.654297
	Iteration 13Q: 3 clusters Score -389183.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -389227.312500 Penalty: 2690.654297
	Iteration 14Q: 3 clusters Score -389227.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -389252.625000 Penalty: 2690.654297
	Iteration 15Q: 3 clusters Score -389252.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -389275.125000 Penalty: 2690.654297
	Iteration 16Q: 3 clusters Score -389275.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -389294.968750 Penalty: 2690.654297
	Iteration 17Q: 3 clusters Score -389295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -389315.000000 Penalty: 2690.654297
	Iteration 18Q: 3 clusters Score -389315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -389328.781250 Penalty: 2690.654297
	Iteration 19Q: 3 clusters Score -389328.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -389338.468750 Penalty: 2690.654297
	Iteration 20F: 3 clusters Score -389338.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -389348.500000 Penalty: 2690.654297
	Iteration 21Q: 3 clusters Score -389348.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -389356.750000 Penalty: 2690.654297
	Iteration 22Q: 3 clusters Score -389356.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -389364.968750 Penalty: 2690.654297
	Iteration 23Q: 3 clusters Score -389365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -389370.531250 Penalty: 2690.654297
	Iteration 24Q: 3 clusters Score -389370.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -389375.312500 Penalty: 2690.654297
	Iteration 25Q: 3 clusters Score -389375.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -389379.500000 Penalty: 2690.654297
	Iteration 26Q: 3 clusters Score -389379.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -389386.375000 Penalty: 2690.654297
	Iteration 27Q: 3 clusters Score -389386.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -389399.687500 Penalty: 2690.654297
	Iteration 28Q: 3 clusters Score -389399.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -389425.781250 Penalty: 2690.654297
	Iteration 29Q: 3 clusters Score -389425.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -389449.218750 Penalty: 2690.654297
	Iteration 30Q: 3 clusters Score -389449.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -389481.843750 Penalty: 2690.654297
	Iteration 31Q: 3 clusters Score -389481.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -389518.562500 Penalty: 2690.654297
	Iteration 32Q: 3 clusters Score -389518.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -389548.000000 Penalty: 2690.654297
	Iteration 33Q: 3 clusters Score -389548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -389576.937500 Penalty: 2690.654297
	Iteration 34Q: 3 clusters Score -389576.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -389599.218750 Penalty: 2690.654297
	Iteration 35Q: 3 clusters Score -389599.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -389621.562500 Penalty: 2690.654297
	Iteration 36Q: 3 clusters Score -389621.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -389645.281250 Penalty: 2690.654297
	Iteration 37Q: 3 clusters Score -389645.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -389670.156250 Penalty: 2690.654297
	Iteration 38Q: 3 clusters Score -389670.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -389690.656250 Penalty: 2690.654297
	Iteration 39Q: 3 clusters Score -389690.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -389705.937500 Penalty: 2690.654297
	Iteration 40F: 3 clusters Score -389705.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -389716.250000 Penalty: 2690.654297
	Iteration 41Q: 3 clusters Score -389716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -389725.000000 Penalty: 2690.654297
	Iteration 42Q: 3 clusters Score -389725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -389732.593750 Penalty: 2690.654297
	Iteration 43Q: 3 clusters Score -389732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -389738.156250 Penalty: 2690.654297
	Iteration 44Q: 3 clusters Score -389738.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -389742.062500 Penalty: 2690.654297
	Iteration 45Q: 3 clusters Score -389742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -389750.062500 Penalty: 2690.654297
	Iteration 46Q: 3 clusters Score -389750.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -389757.437500 Penalty: 2690.654297
	Iteration 47Q: 3 clusters Score -389757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -389763.281250 Penalty: 2690.654297
	Iteration 48Q: 3 clusters Score -389763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -389775.343750 Penalty: 2690.654297
	Iteration 49Q: 3 clusters Score -389775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -389786.312500 Penalty: 2690.654297
	Iteration 50Q: 3 clusters Score -389786.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -389794.937500 Penalty: 2690.654297
	Iteration 51Q: 3 clusters Score -389794.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -389801.656250 Penalty: 2690.654297
	Iteration 52Q: 3 clusters Score -389801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -389809.375000 Penalty: 2690.654297
	Iteration 53Q: 3 clusters Score -389809.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -389819.093750 Penalty: 2690.654297
	Iteration 54Q: 3 clusters Score -389819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -389824.562500 Penalty: 2690.654297
	Iteration 55Q: 3 clusters Score -389824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -389825.781250 Penalty: 2690.654297
	Iteration 56Q: 3 clusters Score -389825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -389828.500000 Penalty: 2690.654297
	Iteration 57Q: 3 clusters Score -389828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -389831.500000 Penalty: 2690.654297
	Iteration 58Q: 3 clusters Score -389831.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -389836.875000 Penalty: 2690.654297
	Iteration 59Q: 3 clusters Score -389836.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -389842.156250 Penalty: 2690.654297
	Iteration 60F: 3 clusters Score -389842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -389843.562500 Penalty: 2690.654297
	Iteration 61Q: 3 clusters Score -389843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -389844.312500 Penalty: 2690.654297
	Iteration 62Q: 3 clusters Score -389844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -389845.656250 Penalty: 2690.654297
	Iteration 63Q: 3 clusters Score -389845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -389846.718750 Penalty: 2690.654297
	Iteration 64Q: 3 clusters Score -389846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -389846.718750 Penalty: 2690.654297
	Iteration 65F: 3 clusters Score -389846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (79905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Entering Unmasked Estep 
Score: -8380839.500000 Penalty: 1834.396362
	Iteration 0F: 2 clusters Score -8380840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8327342.000000 Penalty: 3668.792725
	Iteration 0F: 3 clusters Score -8327342 nChanged 38044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -8349322.500000 Penalty: 3668.792725
	Iteration 1F: 3 clusters Score -8349322 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -8350223.500000 Penalty: 3668.792725
	Iteration 2Q: 3 clusters Score -8350224 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -8351482.000000 Penalty: 3668.792725
	Iteration 3Q: 3 clusters Score -8351482 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8353237.500000 Penalty: 3668.792725
	Iteration 4Q: 3 clusters Score -8353238 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -8355852.500000 Penalty: 3668.792725
	Iteration 5F: 3 clusters Score -8355852 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -8359251.500000 Penalty: 3668.792725
	Iteration 6F: 3 clusters Score -8359252 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -8363252.500000 Penalty: 3668.792725
	Iteration 7F: 3 clusters Score -8363252 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -8366973.000000 Penalty: 3668.792725
	Iteration 8F: 3 clusters Score -8366973 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -8370030.000000 Penalty: 3668.792725
	Iteration 9Q: 3 clusters Score -8370030 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -8372092.000000 Penalty: 3668.792725
	Iteration 10Q: 3 clusters Score -8372092 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8373507.000000 Penalty: 3668.792725
	Iteration 11Q: 3 clusters Score -8373507 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -8374604.500000 Penalty: 3668.792725
	Iteration 12Q: 3 clusters Score -8374604 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8375653.000000 Penalty: 3668.792725
	Iteration 13Q: 3 clusters Score -8375653 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -8376559.500000 Penalty: 3668.792725
	Iteration 14Q: 3 clusters Score -8376560 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8377245.500000 Penalty: 3668.792725
	Iteration 15Q: 3 clusters Score -8377246 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8377869.500000 Penalty: 3668.792725
	Iteration 16Q: 3 clusters Score -8377870 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8378314.000000 Penalty: 3668.792725
	Iteration 17Q: 3 clusters Score -8378314 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8378640.500000 Penalty: 3668.792725
	Iteration 18Q: 3 clusters Score -8378640 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8378881.000000 Penalty: 3668.792725
	Iteration 19Q: 3 clusters Score -8378881 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8379061.000000 Penalty: 3668.792725
	Iteration 20F: 3 clusters Score -8379061 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8379172.500000 Penalty: 3668.792725
	Iteration 21Q: 3 clusters Score -8379172 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8379259.500000 Penalty: 3668.792725
	Iteration 22Q: 3 clusters Score -8379260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8379349.000000 Penalty: 3668.792725
	Iteration 23Q: 3 clusters Score -8379349 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8379429.500000 Penalty: 3668.792725
	Iteration 24Q: 3 clusters Score -8379430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8379490.500000 Penalty: 3668.792725
	Iteration 25Q: 3 clusters Score -8379490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8379560.000000 Penalty: 3668.792725
	Iteration 26Q: 3 clusters Score -8379560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8379602.500000 Penalty: 3668.792725
	Iteration 27Q: 3 clusters Score -8379602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8379626.500000 Penalty: 3668.792725
	Iteration 28Q: 3 clusters Score -8379626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8379635.000000 Penalty: 3668.792725
	Iteration 29Q: 3 clusters Score -8379635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8379652.000000 Penalty: 3668.792725
	Iteration 30Q: 3 clusters Score -8379652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8379670.500000 Penalty: 3668.792725
	Iteration 31Q: 3 clusters Score -8379670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8379717.000000 Penalty: 3668.792725
	Iteration 32Q: 3 clusters Score -8379717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8379742.500000 Penalty: 3668.792725
	Iteration 33Q: 3 clusters Score -8379742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8379753.500000 Penalty: 3668.792725
	Iteration 34Q: 3 clusters Score -8379754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8379774.000000 Penalty: 3668.792725
	Iteration 35Q: 3 clusters Score -8379774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8379797.000000 Penalty: 3668.792725
	Iteration 36Q: 3 clusters Score -8379797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8379825.000000 Penalty: 3668.792725
	Iteration 37Q: 3 clusters Score -8379825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8379824.000000 Penalty: 3668.792725
	Iteration 38Q: 3 clusters Score -8379824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8379829.500000 Penalty: 3668.792725
	Iteration 39Q: 3 clusters Score -8379830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8379833.500000 Penalty: 3668.792725
	Iteration 40F: 3 clusters Score -8379834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8379849.500000 Penalty: 3668.792725
	Iteration 41Q: 3 clusters Score -8379850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8379846.500000 Penalty: 3668.792725
	Iteration 42Q: 3 clusters Score -8379846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8379849.000000 Penalty: 3668.792725
	Iteration 43Q: 3 clusters Score -8379849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8379852.500000 Penalty: 3668.792725
	Iteration 44Q: 3 clusters Score -8379852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8379854.000000 Penalty: 3668.792725
	Iteration 45Q: 3 clusters Score -8379854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8379858.500000 Penalty: 3668.792725
	Iteration 46Q: 3 clusters Score -8379858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8379868.500000 Penalty: 3668.792725
	Iteration 47Q: 3 clusters Score -8379868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8379873.500000 Penalty: 3668.792725
	Iteration 48Q: 3 clusters Score -8379874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8379880.000000 Penalty: 3668.792725
	Iteration 49Q: 3 clusters Score -8379880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8379877.500000 Penalty: 3668.792725
	Iteration 50Q: 3 clusters Score -8379878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8379876.500000 Penalty: 3668.792725
	Iteration 51Q: 3 clusters Score -8379876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8379875.000000 Penalty: 3668.792725
	Iteration 52Q: 3 clusters Score -8379875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8379876.500000 Penalty: 3668.792725
	Iteration 53Q: 3 clusters Score -8379876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8379877.500000 Penalty: 3668.792725
	Iteration 54Q: 3 clusters Score -8379878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8379870.500000 Penalty: 3668.792725
	Iteration 55Q: 3 clusters Score -8379870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8379878.500000 Penalty: 3668.792725
	Iteration 56Q: 3 clusters Score -8379878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8379878.500000 Penalty: 3668.792725
	Iteration 57F: 3 clusters Score -8379878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -588437.750000 Penalty: 1411.599731
	Iteration 0F: 2 clusters Score -588437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -583922.000000 Penalty: 2823.199463
	Iteration 0F: 3 clusters Score -583922 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -585543.875000 Penalty: 2823.199463
	Iteration 1F: 3 clusters Score -585543.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -586090.687500 Penalty: 2823.199463
	Iteration 2F: 3 clusters Score -586090.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -586640.562500 Penalty: 2823.199463
	Iteration 3F: 3 clusters Score -586640.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -587156.187500 Penalty: 2823.199463
	Iteration 4F: 3 clusters Score -587156.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -587568.750000 Penalty: 2823.199463
	Iteration 5F: 3 clusters Score -587568.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -587807.250000 Penalty: 2823.199463
	Iteration 6Q: 3 clusters Score -587807.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -587922.625000 Penalty: 2823.199463
	Iteration 7Q: 3 clusters Score -587922.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -587978.562500 Penalty: 2823.199463
	Iteration 8Q: 3 clusters Score -587978.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -588010.812500 Penalty: 2823.199463
	Iteration 9Q: 3 clusters Score -588010.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -588035.625000 Penalty: 2823.199463
	Iteration 10Q: 3 clusters Score -588035.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -588063.375000 Penalty: 2823.199463
	Iteration 11Q: 3 clusters Score -588063.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -588089.875000 Penalty: 2823.199463
	Iteration 12Q: 3 clusters Score -588089.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -588102.500000 Penalty: 2823.199463
	Iteration 13Q: 3 clusters Score -588102.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -588114.062500 Penalty: 2823.199463
	Iteration 14Q: 3 clusters Score -588114.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -588122.000000 Penalty: 2823.199463
	Iteration 15Q: 3 clusters Score -588122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -588128.187500 Penalty: 2823.199463
	Iteration 16Q: 3 clusters Score -588128.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -588133.750000 Penalty: 2823.199463
	Iteration 17Q: 3 clusters Score -588133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -588135.687500 Penalty: 2823.199463
	Iteration 18Q: 3 clusters Score -588135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -588139.875000 Penalty: 2823.199463
	Iteration 19Q: 3 clusters Score -588139.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -588141.000000 Penalty: 2823.199463
	Iteration 20F: 3 clusters Score -588141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -588142.437500 Penalty: 2823.199463
	Iteration 21Q: 3 clusters Score -588142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -588142.625000 Penalty: 2823.199463
	Iteration 22Q: 3 clusters Score -588142.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -588146.312500 Penalty: 2823.199463
	Iteration 23Q: 3 clusters Score -588146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -588146.500000 Penalty: 2823.199463
	Iteration 24Q: 3 clusters Score -588146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -588146.562500 Penalty: 2823.199463
	Iteration 25Q: 3 clusters Score -588146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -588147.125000 Penalty: 2823.199463
	Iteration 26Q: 3 clusters Score -588147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -588148.750000 Penalty: 2823.199463
	Iteration 27Q: 3 clusters Score -588148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -588148.750000 Penalty: 2823.199463
	Iteration 28F: 3 clusters Score -588148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (105222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Entering Unmasked Estep 
Score: -10982442.000000 Penalty: 1879.121948
	Iteration 0F: 2 clusters Score -1.098244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -10912409.000000 Penalty: 3758.243896
	Iteration 0F: 3 clusters Score -1.091241e+07 nChanged 50331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -10942068.000000 Penalty: 3758.243896
	Iteration 1F: 3 clusters Score -1.094207e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -10943720.000000 Penalty: 3758.243896
	Iteration 2Q: 3 clusters Score -1.094372e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -10946610.000000 Penalty: 3758.243896
	Iteration 3F: 3 clusters Score -1.094661e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -10951506.000000 Penalty: 3758.243896
	Iteration 4F: 3 clusters Score -1.095151e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -10957747.000000 Penalty: 3758.243896
	Iteration 5F: 3 clusters Score -1.095775e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -10963422.000000 Penalty: 3758.243896
	Iteration 6F: 3 clusters Score -1.096342e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -10968126.000000 Penalty: 3758.243896
	Iteration 7F: 3 clusters Score -1.096813e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -10972070.000000 Penalty: 3758.243896
	Iteration 8F: 3 clusters Score -1.097207e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -10975907.000000 Penalty: 3758.243896
	Iteration 9Q: 3 clusters Score -1.097591e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -10978738.000000 Penalty: 3758.243896
	Iteration 10Q: 3 clusters Score -1.097874e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -10980278.000000 Penalty: 3758.243896
	Iteration 11Q: 3 clusters Score -1.098028e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -10981134.000000 Penalty: 3758.243896
	Iteration 12Q: 3 clusters Score -1.098113e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -10981721.000000 Penalty: 3758.243896
	Iteration 13Q: 3 clusters Score -1.098172e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -10982135.000000 Penalty: 3758.243896
	Iteration 14Q: 3 clusters Score -1.098214e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -10982452.000000 Penalty: 3758.243896
	Iteration 15Q: 3 clusters Score -1.098245e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -10982706.000000 Penalty: 3758.243896
	Iteration 16Q: 3 clusters Score -1.098271e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -10982883.000000 Penalty: 3758.243896
	Iteration 17Q: 3 clusters Score -1.098288e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -10982963.000000 Penalty: 3758.243896
	Iteration 18Q: 3 clusters Score -1.098296e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -10983022.000000 Penalty: 3758.243896
	Iteration 19Q: 3 clusters Score -1.098302e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86368 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -10983110.000000 Penalty: 3758.243896
	Iteration 20F: 3 clusters Score -1.098311e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -10983143.000000 Penalty: 3758.243896
	Iteration 21Q: 3 clusters Score -1.098314e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -10983119.000000 Penalty: 3758.243896
	Iteration 22Q: 3 clusters Score -1.098312e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -10983183.000000 Penalty: 3758.243896
	Iteration 23Q: 3 clusters Score -1.098318e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -10983196.000000 Penalty: 3758.243896
	Iteration 24Q: 3 clusters Score -1.09832e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -10983232.000000 Penalty: 3758.243896
	Iteration 25Q: 3 clusters Score -1.098323e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -10983281.000000 Penalty: 3758.243896
	Iteration 26Q: 3 clusters Score -1.098328e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -10983251.000000 Penalty: 3758.243896
	Iteration 27Q: 3 clusters Score -1.098325e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -10983261.000000 Penalty: 3758.243896
	Iteration 28Q: 3 clusters Score -1.098326e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -10983255.000000 Penalty: 3758.243896
	Iteration 29Q: 3 clusters Score -1.098326e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -10983253.000000 Penalty: 3758.243896
	Iteration 30Q: 3 clusters Score -1.098325e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -10983249.000000 Penalty: 3758.243896
	Iteration 31Q: 3 clusters Score -1.098325e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -10983264.000000 Penalty: 3758.243896
	Iteration 32Q: 3 clusters Score -1.098326e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -10983266.000000 Penalty: 3758.243896
	Iteration 33Q: 3 clusters Score -1.098327e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -10983266.000000 Penalty: 3758.243896
	Iteration 34Q: 3 clusters Score -1.098327e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -10983260.000000 Penalty: 3758.243896
	Iteration 35Q: 3 clusters Score -1.098326e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -10983258.000000 Penalty: 3758.243896
	Iteration 36Q: 3 clusters Score -1.098326e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -10983243.000000 Penalty: 3758.243896
	Iteration 37Q: 3 clusters Score -1.098324e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -10983234.000000 Penalty: 3758.243896
	Iteration 38Q: 3 clusters Score -1.098323e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -10983242.000000 Penalty: 3758.243896
	Iteration 39Q: 3 clusters Score -1.098324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -10983215.000000 Penalty: 3758.243896
	Iteration 40F: 3 clusters Score -1.098322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -10983206.000000 Penalty: 3758.243896
	Iteration 41Q: 3 clusters Score -1.098321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -10983214.000000 Penalty: 3758.243896
	Iteration 42Q: 3 clusters Score -1.098321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -10983218.000000 Penalty: 3758.243896
	Iteration 43Q: 3 clusters Score -1.098322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -10983206.000000 Penalty: 3758.243896
	Iteration 44Q: 3 clusters Score -1.098321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -10983221.000000 Penalty: 3758.243896
	Iteration 45Q: 3 clusters Score -1.098322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -10983224.000000 Penalty: 3758.243896
	Iteration 46Q: 3 clusters Score -1.098322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -10983222.000000 Penalty: 3758.243896
	Iteration 47Q: 3 clusters Score -1.098322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90910 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -10983225.000000 Penalty: 3758.243896
	Iteration 48Q: 3 clusters Score -1.098322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -10983206.000000 Penalty: 3758.243896
	Iteration 49Q: 3 clusters Score -1.098321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -10983211.000000 Penalty: 3758.243896
	Iteration 50Q: 3 clusters Score -1.098321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -10983193.000000 Penalty: 3758.243896
	Iteration 51Q: 3 clusters Score -1.098319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -10983198.000000 Penalty: 3758.243896
	Iteration 52Q: 3 clusters Score -1.09832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -10983192.000000 Penalty: 3758.243896
	Iteration 53Q: 3 clusters Score -1.098319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -10983185.000000 Penalty: 3758.243896
	Iteration 54Q: 3 clusters Score -1.098318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -10983185.000000 Penalty: 3758.243896
	Iteration 55Q: 3 clusters Score -1.098318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -10983191.000000 Penalty: 3758.243896
	Iteration 56Q: 3 clusters Score -1.098319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91089 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -10983189.000000 Penalty: 3758.243896
	Iteration 57Q: 3 clusters Score -1.098319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -10983191.000000 Penalty: 3758.243896
	Iteration 58Q: 3 clusters Score -1.098319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -10983186.000000 Penalty: 3758.243896
	Iteration 59Q: 3 clusters Score -1.098319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -10983186.000000 Penalty: 3758.243896
	Iteration 60F: 3 clusters Score -1.098319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -10983196.000000 Penalty: 3758.243896
	Iteration 61Q: 3 clusters Score -1.09832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -10983191.000000 Penalty: 3758.243896
	Iteration 62Q: 3 clusters Score -1.098319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -10983190.000000 Penalty: 3758.243896
	Iteration 63Q: 3 clusters Score -1.098319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -10983171.000000 Penalty: 3758.243896
	Iteration 64Q: 3 clusters Score -1.098317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -10983179.000000 Penalty: 3758.243896
	Iteration 65Q: 3 clusters Score -1.098318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -10983181.000000 Penalty: 3758.243896
	Iteration 66Q: 3 clusters Score -1.098318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -10983163.000000 Penalty: 3758.243896
	Iteration 67Q: 3 clusters Score -1.098316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -10983166.000000 Penalty: 3758.243896
	Iteration 68Q: 3 clusters Score -1.098317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -10983171.000000 Penalty: 3758.243896
	Iteration 69Q: 3 clusters Score -1.098317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91252 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -10983176.000000 Penalty: 3758.243896
	Iteration 70Q: 3 clusters Score -1.098318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -10983172.000000 Penalty: 3758.243896
	Iteration 71Q: 3 clusters Score -1.098317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -10983165.000000 Penalty: 3758.243896
	Iteration 72Q: 3 clusters Score -1.098316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -10983171.000000 Penalty: 3758.243896
	Iteration 73Q: 3 clusters Score -1.098317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -10983174.000000 Penalty: 3758.243896
	Iteration 74Q: 3 clusters Score -1.098317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -10983172.000000 Penalty: 3758.243896
	Iteration 75Q: 3 clusters Score -1.098317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -10983173.000000 Penalty: 3758.243896
	Iteration 76Q: 3 clusters Score -1.098317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -10983168.000000 Penalty: 3758.243896
	Iteration 77Q: 3 clusters Score -1.098317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -10983163.000000 Penalty: 3758.243896
	Iteration 78Q: 3 clusters Score -1.098316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -10983172.000000 Penalty: 3758.243896
	Iteration 79Q: 3 clusters Score -1.098317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -10983172.000000 Penalty: 3758.243896
	Iteration 80F: 3 clusters Score -1.098317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 177971 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 4747 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 13923 members 
Entering Unmasked Estep 
Score: -154026560.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154026032.000000 to -154026560.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 32 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -316332.843750 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -316332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -313469.468750 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -313469.5 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -314271.000000 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -314271 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -314638.718750 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -314638.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -314994.656250 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -314994.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -315287.062500 Penalty: 2622.230957
	Iteration 4F: 3 clusters Score -315287.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -315492.718750 Penalty: 2622.230957
	Iteration 5F: 3 clusters Score -315492.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -315640.750000 Penalty: 2622.230957
	Iteration 6F: 3 clusters Score -315640.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -315781.875000 Penalty: 2622.230957
	Iteration 7F: 3 clusters Score -315781.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -315919.000000 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -315919 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316069.718750 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -316069.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -316239.312500 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -316239.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -316374.250000 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -316374.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -316440.718750 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -316440.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -316489.625000 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -316489.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -316515.968750 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -316516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -316543.218750 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -316543.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -316565.843750 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -316565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -316578.468750 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -316578.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -316592.812500 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -316592.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -316609.062500 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -316609.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -316625.937500 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -316625.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -316635.125000 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -316635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -316644.031250 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -316644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -316655.000000 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -316655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -316663.250000 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -316663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -316668.781250 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -316668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -316670.343750 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -316670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -316671.562500 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -316671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -316674.093750 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -316674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -316677.312500 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -316677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -316679.531250 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -316679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -316681.156250 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -316681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -316683.156250 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -316683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -316683.812500 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -316683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -316683.812500 Penalty: 2622.230957
	Iteration 34F: 3 clusters Score -316683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 2655 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 177971 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 4747 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 13923 members 
Mstep: Class 47 contains 537 members 
Entering Unmasked Estep 
Score: -154025824.000000 Penalty: 108790.023438
Splitting cluster 32 changes total score from -154026032.000000 to -154025824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -249826.234375 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -249826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -247343.015625 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -247343 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -248100.312500 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -248100.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -248333.515625 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -248333.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -248507.500000 Penalty: 2572.013184
	Iteration 3F: 3 clusters Score -248507.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -248711.734375 Penalty: 2572.013184
	Iteration 4F: 3 clusters Score -248711.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -248942.625000 Penalty: 2572.013184
	Iteration 5F: 3 clusters Score -248942.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -249103.187500 Penalty: 2572.013184
	Iteration 6F: 3 clusters Score -249103.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -249211.125000 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -249211.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -249291.000000 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -249291 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -249345.546875 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -249345.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -249387.609375 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -249387.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -249430.796875 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -249430.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -249462.406250 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -249462.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -249492.671875 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -249492.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -249515.671875 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -249515.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -249533.656250 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -249533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -249565.031250 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -249565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -249576.546875 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -249576.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -249583.984375 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -249584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -249594.468750 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -249594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -249598.437500 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -249598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -249600.437500 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -249600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -249602.500000 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -249602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -249604.375000 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -249604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -249606.031250 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -249606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -249606.703125 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -249606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -249606.984375 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -249607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -249606.984375 Penalty: 2572.013184
	Iteration 27F: 3 clusters Score -249607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -171562.234375 Penalty: 1238.205200
	Iteration 0F: 2 clusters Score -171562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -169488.515625 Penalty: 2476.410400
	Iteration 0F: 3 clusters Score -169488.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -170196.171875 Penalty: 2476.410400
	Iteration 1F: 3 clusters Score -170196.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170519.046875 Penalty: 2476.410400
	Iteration 2F: 3 clusters Score -170519 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170747.046875 Penalty: 2476.410400
	Iteration 3F: 3 clusters Score -170747 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170907.796875 Penalty: 2476.410400
	Iteration 4F: 3 clusters Score -170907.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -171051.421875 Penalty: 2476.410400
	Iteration 5Q: 3 clusters Score -171051.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -171174.234375 Penalty: 2476.410400
	Iteration 6Q: 3 clusters Score -171174.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -171301.218750 Penalty: 2476.410400
	Iteration 7Q: 3 clusters Score -171301.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171432.265625 Penalty: 2476.410400
	Iteration 8Q: 3 clusters Score -171432.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -171506.468750 Penalty: 2476.410400
	Iteration 9Q: 3 clusters Score -171506.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -171556.640625 Penalty: 2476.410400
	Iteration 10Q: 3 clusters Score -171556.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -171599.875000 Penalty: 2476.410400
	Iteration 11Q: 3 clusters Score -171599.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -171641.109375 Penalty: 2476.410400
	Iteration 12Q: 3 clusters Score -171641.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171654.531250 Penalty: 2476.410400
	Iteration 13Q: 3 clusters Score -171654.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171661.671875 Penalty: 2476.410400
	Iteration 14Q: 3 clusters Score -171661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171664.078125 Penalty: 2476.410400
	Iteration 15Q: 3 clusters Score -171664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171664.078125 Penalty: 2476.410400
	Iteration 16F: 3 clusters Score -171664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 177971 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 4747 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 13923 members 
Mstep: Class 47 contains 1050 members 
Entering Unmasked Estep 
Score: -154025552.000000 Penalty: 108790.023438
Splitting cluster 34 changes total score from -154026032.000000 to -154025552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -820327.437500 Penalty: 1466.088257
	Iteration 0F: 2 clusters Score -820327.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -814242.625000 Penalty: 2932.176514
	Iteration 0F: 3 clusters Score -814242.6 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -816179.937500 Penalty: 2932.176514
	Iteration 1F: 3 clusters Score -816179.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -816436.625000 Penalty: 2932.176514
	Iteration 2F: 3 clusters Score -816436.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -816666.875000 Penalty: 2932.176514
	Iteration 3F: 3 clusters Score -816666.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -816891.750000 Penalty: 2932.176514
	Iteration 4Q: 3 clusters Score -816891.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -817157.687500 Penalty: 2932.176514
	Iteration 5F: 3 clusters Score -817157.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -817475.312500 Penalty: 2932.176514
	Iteration 6F: 3 clusters Score -817475.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -817834.437500 Penalty: 2932.176514
	Iteration 7F: 3 clusters Score -817834.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -818189.437500 Penalty: 2932.176514
	Iteration 8F: 3 clusters Score -818189.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -818521.312500 Penalty: 2932.176514
	Iteration 9Q: 3 clusters Score -818521.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -818812.812500 Penalty: 2932.176514
	Iteration 10Q: 3 clusters Score -818812.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -819025.812500 Penalty: 2932.176514
	Iteration 11Q: 3 clusters Score -819025.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -819144.750000 Penalty: 2932.176514
	Iteration 12Q: 3 clusters Score -819144.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -819256.687500 Penalty: 2932.176514
	Iteration 13Q: 3 clusters Score -819256.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -819345.000000 Penalty: 2932.176514
	Iteration 14Q: 3 clusters Score -819345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -819415.000000 Penalty: 2932.176514
	Iteration 15Q: 3 clusters Score -819415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -819508.312500 Penalty: 2932.176514
	Iteration 16Q: 3 clusters Score -819508.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -819588.687500 Penalty: 2932.176514
	Iteration 17Q: 3 clusters Score -819588.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -819683.937500 Penalty: 2932.176514
	Iteration 18Q: 3 clusters Score -819683.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -819780.937500 Penalty: 2932.176514
	Iteration 19Q: 3 clusters Score -819780.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -819826.500000 Penalty: 2932.176514
	Iteration 20F: 3 clusters Score -819826.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -819857.375000 Penalty: 2932.176514
	Iteration 21Q: 3 clusters Score -819857.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -819880.437500 Penalty: 2932.176514
	Iteration 22Q: 3 clusters Score -819880.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -819898.000000 Penalty: 2932.176514
	Iteration 23Q: 3 clusters Score -819898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -819910.125000 Penalty: 2932.176514
	Iteration 24Q: 3 clusters Score -819910.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -819920.062500 Penalty: 2932.176514
	Iteration 25Q: 3 clusters Score -819920.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -819929.125000 Penalty: 2932.176514
	Iteration 26Q: 3 clusters Score -819929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -819933.437500 Penalty: 2932.176514
	Iteration 27Q: 3 clusters Score -819933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -819935.750000 Penalty: 2932.176514
	Iteration 28Q: 3 clusters Score -819935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -819938.062500 Penalty: 2932.176514
	Iteration 29Q: 3 clusters Score -819938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -819938.750000 Penalty: 2932.176514
	Iteration 30Q: 3 clusters Score -819938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -819938.250000 Penalty: 2932.176514
	Iteration 31Q: 3 clusters Score -819938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -819940.125000 Penalty: 2932.176514
	Iteration 32Q: 3 clusters Score -819940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -819941.187500 Penalty: 2932.176514
	Iteration 33Q: 3 clusters Score -819941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -819943.750000 Penalty: 2932.176514
	Iteration 34Q: 3 clusters Score -819943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -819945.687500 Penalty: 2932.176514
	Iteration 35Q: 3 clusters Score -819945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -819945.687500 Penalty: 2932.176514
	Iteration 36F: 3 clusters Score -819945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -389964.937500 Penalty: 1361.189453
	Iteration 0F: 2 clusters Score -389964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -386488.625000 Penalty: 2722.378906
	Iteration 0F: 3 clusters Score -386488.6 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -387870.750000 Penalty: 2722.378906
	Iteration 1F: 3 clusters Score -387870.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -388445.375000 Penalty: 2722.378906
	Iteration 2F: 3 clusters Score -388445.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -388925.750000 Penalty: 2722.378906
	Iteration 3F: 3 clusters Score -388925.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -389238.156250 Penalty: 2722.378906
	Iteration 4F: 3 clusters Score -389238.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -389506.812500 Penalty: 2722.378906
	Iteration 5F: 3 clusters Score -389506.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -389683.062500 Penalty: 2722.378906
	Iteration 6Q: 3 clusters Score -389683.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -389822.000000 Penalty: 2722.378906
	Iteration 7Q: 3 clusters Score -389822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -389961.531250 Penalty: 2722.378906
	Iteration 8Q: 3 clusters Score -389961.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -390079.687500 Penalty: 2722.378906
	Iteration 9Q: 3 clusters Score -390079.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -390160.218750 Penalty: 2722.378906
	Iteration 10Q: 3 clusters Score -390160.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -390236.000000 Penalty: 2722.378906
	Iteration 11Q: 3 clusters Score -390236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -390289.750000 Penalty: 2722.378906
	Iteration 12Q: 3 clusters Score -390289.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -390341.687500 Penalty: 2722.378906
	Iteration 13Q: 3 clusters Score -390341.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -390382.718750 Penalty: 2722.378906
	Iteration 14Q: 3 clusters Score -390382.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -390408.312500 Penalty: 2722.378906
	Iteration 15Q: 3 clusters Score -390408.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -390419.468750 Penalty: 2722.378906
	Iteration 16Q: 3 clusters Score -390419.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -390424.937500 Penalty: 2722.378906
	Iteration 17Q: 3 clusters Score -390424.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -390430.031250 Penalty: 2722.378906
	Iteration 18Q: 3 clusters Score -390430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -390432.593750 Penalty: 2722.378906
	Iteration 19Q: 3 clusters Score -390432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -390434.718750 Penalty: 2722.378906
	Iteration 20F: 3 clusters Score -390434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -390436.500000 Penalty: 2722.378906
	Iteration 21Q: 3 clusters Score -390436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -390436.875000 Penalty: 2722.378906
	Iteration 22Q: 3 clusters Score -390436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -390437.062500 Penalty: 2722.378906
	Iteration 23Q: 3 clusters Score -390437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -390437.718750 Penalty: 2722.378906
	Iteration 24Q: 3 clusters Score -390437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -390438.812500 Penalty: 2722.378906
	Iteration 25Q: 3 clusters Score -390438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -390440.156250 Penalty: 2722.378906
	Iteration 26Q: 3 clusters Score -390440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -390439.562500 Penalty: 2722.378906
	Iteration 27Q: 3 clusters Score -390439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -390440.093750 Penalty: 2722.378906
	Iteration 28Q: 3 clusters Score -390440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -390440.062500 Penalty: 2722.378906
	Iteration 29Q: 3 clusters Score -390440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -390440.062500 Penalty: 2722.378906
	Iteration 30F: 3 clusters Score -390440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 1638 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 177971 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 4747 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 13923 members 
Mstep: Class 47 contains 2706 members 
Entering Unmasked Estep 
Score: -154025760.000000 Penalty: 108790.023438
Splitting cluster 36 changes total score from -154026032.000000 to -154025760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (165439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Entering Unmasked Estep 
Score: -17380804.000000 Penalty: 1952.658081
	Iteration 0F: 2 clusters Score -1.73808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -17282098.000000 Penalty: 3905.316162
	Iteration 0F: 3 clusters Score -1.72821e+07 nChanged 79856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -17328826.000000 Penalty: 3905.316162
	Iteration 1F: 3 clusters Score -1.732883e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -17329520.000000 Penalty: 3905.316162
	Iteration 2Q: 3 clusters Score -1.732952e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -17330522.000000 Penalty: 3905.316162
	Iteration 3Q: 3 clusters Score -1.733052e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -17331930.000000 Penalty: 3905.316162
	Iteration 4Q: 3 clusters Score -1.733193e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -17333886.000000 Penalty: 3905.316162
	Iteration 5Q: 3 clusters Score -1.733389e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -17336668.000000 Penalty: 3905.316162
	Iteration 6Q: 3 clusters Score -1.733667e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -17340142.000000 Penalty: 3905.316162
	Iteration 7F: 3 clusters Score -1.734014e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -17344690.000000 Penalty: 3905.316162
	Iteration 8F: 3 clusters Score -1.734469e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -17349762.000000 Penalty: 3905.316162
	Iteration 9F: 3 clusters Score -1.734976e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -17356200.000000 Penalty: 3905.316162
	Iteration 10F: 3 clusters Score -1.73562e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 124914 members 
Entering Unmasked Estep 
Score: -17362676.000000 Penalty: 3905.316162
	Iteration 11F: 3 clusters Score -1.736268e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 131356 members 
Entering Unmasked Estep 
Score: -17368696.000000 Penalty: 3905.316162
	Iteration 12Q: 3 clusters Score -1.73687e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 136344 members 
Entering Unmasked Estep 
Score: -17373492.000000 Penalty: 3905.316162
	Iteration 13Q: 3 clusters Score -1.737349e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -17376460.000000 Penalty: 3905.316162
	Iteration 14Q: 3 clusters Score -1.737646e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -17378304.000000 Penalty: 3905.316162
	Iteration 15Q: 3 clusters Score -1.73783e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 146417 members 
Entering Unmasked Estep 
Score: -17379236.000000 Penalty: 3905.316162
	Iteration 16Q: 3 clusters Score -1.737924e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -17379840.000000 Penalty: 3905.316162
	Iteration 17Q: 3 clusters Score -1.737984e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 151851 members 
Entering Unmasked Estep 
Score: -17379898.000000 Penalty: 3905.316162
	Iteration 18Q: 3 clusters Score -1.73799e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 154276 members 
Entering Unmasked Estep 
Score: -17379930.000000 Penalty: 3905.316162
	Iteration 19Q: 3 clusters Score -1.737993e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -17379868.000000 Penalty: 3905.316162
	Iteration 20F: 3 clusters Score -1.737987e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -17379846.000000 Penalty: 3905.316162
	Iteration 21Q: 3 clusters Score -1.737985e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -17379848.000000 Penalty: 3905.316162
	Iteration 22Q: 3 clusters Score -1.737985e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -17379922.000000 Penalty: 3905.316162
	Iteration 23Q: 3 clusters Score -1.737992e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 161852 members 
Entering Unmasked Estep 
Score: -17379804.000000 Penalty: 3905.316162
	Iteration 24Q: 3 clusters Score -1.73798e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -17379846.000000 Penalty: 3905.316162
	Iteration 25Q: 3 clusters Score -1.737985e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -17379818.000000 Penalty: 3905.316162
	Iteration 26Q: 3 clusters Score -1.737982e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -17379724.000000 Penalty: 3905.316162
	Iteration 27Q: 3 clusters Score -1.737972e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -17379632.000000 Penalty: 3905.316162
	Iteration 28Q: 3 clusters Score -1.737963e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 163978 members 
Entering Unmasked Estep 
Score: -17379604.000000 Penalty: 3905.316162
	Iteration 29Q: 3 clusters Score -1.73796e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -17379570.000000 Penalty: 3905.316162
	Iteration 30Q: 3 clusters Score -1.737957e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 164292 members 
Entering Unmasked Estep 
Score: -17379554.000000 Penalty: 3905.316162
	Iteration 31Q: 3 clusters Score -1.737955e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -17379580.000000 Penalty: 3905.316162
	Iteration 32Q: 3 clusters Score -1.737958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -17379580.000000 Penalty: 3905.316162
	Iteration 33Q: 3 clusters Score -1.737958e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 164593 members 
Entering Unmasked Estep 
Score: -17379590.000000 Penalty: 3905.316162
	Iteration 34Q: 3 clusters Score -1.737959e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -17379604.000000 Penalty: 3905.316162
	Iteration 35Q: 3 clusters Score -1.73796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 164663 members 
Entering Unmasked Estep 
Score: -17379592.000000 Penalty: 3905.316162
	Iteration 36Q: 3 clusters Score -1.737959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 164694 members 
Entering Unmasked Estep 
Score: -17379580.000000 Penalty: 3905.316162
	Iteration 37Q: 3 clusters Score -1.737958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 164721 members 
Entering Unmasked Estep 
Score: -17379568.000000 Penalty: 3905.316162
	Iteration 38Q: 3 clusters Score -1.737957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 164739 members 
Entering Unmasked Estep 
Score: -17379578.000000 Penalty: 3905.316162
	Iteration 39Q: 3 clusters Score -1.737958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -17379592.000000 Penalty: 3905.316162
	Iteration 40F: 3 clusters Score -1.737959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 164773 members 
Entering Unmasked Estep 
Score: -17379598.000000 Penalty: 3905.316162
	Iteration 41Q: 3 clusters Score -1.73796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -17379588.000000 Penalty: 3905.316162
	Iteration 42Q: 3 clusters Score -1.737959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -17379584.000000 Penalty: 3905.316162
	Iteration 43Q: 3 clusters Score -1.737958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 164793 members 
Entering Unmasked Estep 
Score: -17379588.000000 Penalty: 3905.316162
	Iteration 44Q: 3 clusters Score -1.737959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -17379580.000000 Penalty: 3905.316162
	Iteration 45Q: 3 clusters Score -1.737958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -17379578.000000 Penalty: 3905.316162
	Iteration 46Q: 3 clusters Score -1.737958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -17379584.000000 Penalty: 3905.316162
	Iteration 47Q: 3 clusters Score -1.737958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -17379588.000000 Penalty: 3905.316162
	Iteration 48Q: 3 clusters Score -1.737959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 164802 members 
Entering Unmasked Estep 
Score: -17379584.000000 Penalty: 3905.316162
	Iteration 49Q: 3 clusters Score -1.737958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 164802 members 
Entering Unmasked Estep 
Score: -17379580.000000 Penalty: 3905.316162
	Iteration 50Q: 3 clusters Score -1.737958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -17379578.000000 Penalty: 3905.316162
	Iteration 51Q: 3 clusters Score -1.737958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -17379578.000000 Penalty: 3905.316162
	Iteration 52F: 3 clusters Score -1.737958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -1162430.250000 Penalty: 1518.981323
	Iteration 0F: 2 clusters Score -1162430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1154281.000000 Penalty: 3037.962646
	Iteration 0F: 3 clusters Score -1154281 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1157012.875000 Penalty: 3037.962646
	Iteration 1F: 3 clusters Score -1157013 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1157337.750000 Penalty: 3037.962646
	Iteration 2F: 3 clusters Score -1157338 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1157595.375000 Penalty: 3037.962646
	Iteration 3F: 3 clusters Score -1157595 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1157837.625000 Penalty: 3037.962646
	Iteration 4Q: 3 clusters Score -1157838 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1158062.500000 Penalty: 3037.962646
	Iteration 5Q: 3 clusters Score -1158062 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1158274.000000 Penalty: 3037.962646
	Iteration 6Q: 3 clusters Score -1158274 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1158528.250000 Penalty: 3037.962646
	Iteration 7Q: 3 clusters Score -1158528 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1158860.750000 Penalty: 3037.962646
	Iteration 8Q: 3 clusters Score -1158861 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1159148.875000 Penalty: 3037.962646
	Iteration 9Q: 3 clusters Score -1159149 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1159424.750000 Penalty: 3037.962646
	Iteration 10Q: 3 clusters Score -1159425 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1159677.500000 Penalty: 3037.962646
	Iteration 11Q: 3 clusters Score -1159678 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1159917.000000 Penalty: 3037.962646
	Iteration 12Q: 3 clusters Score -1159917 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1160121.750000 Penalty: 3037.962646
	Iteration 13Q: 3 clusters Score -1160122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1160292.625000 Penalty: 3037.962646
	Iteration 14Q: 3 clusters Score -1160293 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1160408.000000 Penalty: 3037.962646
	Iteration 15Q: 3 clusters Score -1160408 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1160522.000000 Penalty: 3037.962646
	Iteration 16Q: 3 clusters Score -1160522 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1160622.750000 Penalty: 3037.962646
	Iteration 17Q: 3 clusters Score -1160623 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1160715.375000 Penalty: 3037.962646
	Iteration 18Q: 3 clusters Score -1160715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1160776.250000 Penalty: 3037.962646
	Iteration 19Q: 3 clusters Score -1160776 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1160843.125000 Penalty: 3037.962646
	Iteration 20F: 3 clusters Score -1160843 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1160911.625000 Penalty: 3037.962646
	Iteration 21Q: 3 clusters Score -1160912 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1160985.750000 Penalty: 3037.962646
	Iteration 22Q: 3 clusters Score -1160986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1161040.750000 Penalty: 3037.962646
	Iteration 23Q: 3 clusters Score -1161041 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1161091.125000 Penalty: 3037.962646
	Iteration 24Q: 3 clusters Score -1161091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1161129.000000 Penalty: 3037.962646
	Iteration 25Q: 3 clusters Score -1161129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1161170.500000 Penalty: 3037.962646
	Iteration 26Q: 3 clusters Score -1161170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1161213.750000 Penalty: 3037.962646
	Iteration 27Q: 3 clusters Score -1161214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1161259.375000 Penalty: 3037.962646
	Iteration 28Q: 3 clusters Score -1161259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1161293.625000 Penalty: 3037.962646
	Iteration 29Q: 3 clusters Score -1161294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1161319.875000 Penalty: 3037.962646
	Iteration 30Q: 3 clusters Score -1161320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1161339.250000 Penalty: 3037.962646
	Iteration 31Q: 3 clusters Score -1161339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1161371.500000 Penalty: 3037.962646
	Iteration 32Q: 3 clusters Score -1161372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1161393.875000 Penalty: 3037.962646
	Iteration 33Q: 3 clusters Score -1161394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1161414.125000 Penalty: 3037.962646
	Iteration 34Q: 3 clusters Score -1161414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1161427.125000 Penalty: 3037.962646
	Iteration 35Q: 3 clusters Score -1161427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1161436.125000 Penalty: 3037.962646
	Iteration 36Q: 3 clusters Score -1161436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1161446.250000 Penalty: 3037.962646
	Iteration 37Q: 3 clusters Score -1161446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1161454.750000 Penalty: 3037.962646
	Iteration 38Q: 3 clusters Score -1161455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1161461.125000 Penalty: 3037.962646
	Iteration 39Q: 3 clusters Score -1161461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1161467.625000 Penalty: 3037.962646
	Iteration 40F: 3 clusters Score -1161468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1161470.750000 Penalty: 3037.962646
	Iteration 41Q: 3 clusters Score -1161471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1161473.500000 Penalty: 3037.962646
	Iteration 42Q: 3 clusters Score -1161474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1161476.125000 Penalty: 3037.962646
	Iteration 43Q: 3 clusters Score -1161476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1161477.875000 Penalty: 3037.962646
	Iteration 44Q: 3 clusters Score -1161478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1161481.375000 Penalty: 3037.962646
	Iteration 45Q: 3 clusters Score -1161481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1161483.125000 Penalty: 3037.962646
	Iteration 46Q: 3 clusters Score -1161483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1161485.125000 Penalty: 3037.962646
	Iteration 47Q: 3 clusters Score -1161485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1161490.750000 Penalty: 3037.962646
	Iteration 48Q: 3 clusters Score -1161491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1161493.000000 Penalty: 3037.962646
	Iteration 49Q: 3 clusters Score -1161493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1161496.625000 Penalty: 3037.962646
	Iteration 50Q: 3 clusters Score -1161497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1161499.125000 Penalty: 3037.962646
	Iteration 51Q: 3 clusters Score -1161499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1161499.875000 Penalty: 3037.962646
	Iteration 52Q: 3 clusters Score -1161500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1161502.125000 Penalty: 3037.962646
	Iteration 53Q: 3 clusters Score -1161502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1161507.750000 Penalty: 3037.962646
	Iteration 54Q: 3 clusters Score -1161508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1161506.000000 Penalty: 3037.962646
	Iteration 55Q: 3 clusters Score -1161506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1161506.375000 Penalty: 3037.962646
	Iteration 56Q: 3 clusters Score -1161506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1161507.375000 Penalty: 3037.962646
	Iteration 57Q: 3 clusters Score -1161507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1161507.375000 Penalty: 3037.962646
	Iteration 58F: 3 clusters Score -1161507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224636.531250 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224636.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -222350.109375 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222350.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -222929.328125 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -222929.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -223124.843750 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223124.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -223248.937500 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223248.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -223335.281250 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -223335.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -223407.984375 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -223470.781250 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223470.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -223535.875000 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223535.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223582.953125 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -223621.453125 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223621.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -223659.968750 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -223692.375000 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -223692.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -223727.218750 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -223727.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223774.906250 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -223774.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -223820.406250 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -223820.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -223852.734375 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -223852.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -223874.609375 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -223874.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -223901.812500 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -223901.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -223927.093750 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -223927.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -223942.453125 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -223942.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -223958.375000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -223958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223973.484375 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -223973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -223985.953125 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -223986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -223998.109375 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -223998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -224012.593750 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -224012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -224029.390625 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -224029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -224049.375000 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -224049.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -224074.234375 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -224074.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -224105.296875 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -224105.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -224132.062500 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -224132.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -224157.984375 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -224158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -224182.093750 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -224182.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -224204.312500 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -224204.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -224226.859375 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -224226.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -224243.187500 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -224243.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -224257.828125 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -224257.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -224271.437500 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -224271.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -224286.359375 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -224286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -224294.531250 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -224294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -224302.062500 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -224302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -224310.062500 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -224310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -224317.734375 Penalty: 2522.013184
	Iteration 41Q: 3 clusters Score -224317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -224319.453125 Penalty: 2522.013184
	Iteration 42Q: 3 clusters Score -224319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -224319.625000 Penalty: 2522.013184
	Iteration 43Q: 3 clusters Score -224319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -224319.828125 Penalty: 2522.013184
	Iteration 44Q: 3 clusters Score -224319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -224320.281250 Penalty: 2522.013184
	Iteration 45Q: 3 clusters Score -224320.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -224320.281250 Penalty: 2522.013184
	Iteration 46F: 3 clusters Score -224320.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (177971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Entering Unmasked Estep 
Score: -18560294.000000 Penalty: 1964.523560
	Iteration 0F: 2 clusters Score -1.856029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -18446776.000000 Penalty: 3929.047119
	Iteration 0F: 3 clusters Score -1.844678e+07 nChanged 86201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -18498454.000000 Penalty: 3929.047119
	Iteration 1F: 3 clusters Score -1.849845e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -18501328.000000 Penalty: 3929.047119
	Iteration 2Q: 3 clusters Score -1.850133e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -18505476.000000 Penalty: 3929.047119
	Iteration 3Q: 3 clusters Score -1.850548e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79817 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -18511094.000000 Penalty: 3929.047119
	Iteration 4F: 3 clusters Score -1.851109e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -18518792.000000 Penalty: 3929.047119
	Iteration 5F: 3 clusters Score -1.851879e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -18528060.000000 Penalty: 3929.047119
	Iteration 6F: 3 clusters Score -1.852806e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -18536466.000000 Penalty: 3929.047119
	Iteration 7F: 3 clusters Score -1.853647e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -18542792.000000 Penalty: 3929.047119
	Iteration 8F: 3 clusters Score -1.854279e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 107230 members 
Entering Unmasked Estep 
Score: -18546742.000000 Penalty: 3929.047119
	Iteration 9Q: 3 clusters Score -1.854674e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 108169 members 
Entering Unmasked Estep 
Score: -18549680.000000 Penalty: 3929.047119
	Iteration 10Q: 3 clusters Score -1.854968e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -18552478.000000 Penalty: 3929.047119
	Iteration 11Q: 3 clusters Score -1.855248e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -18555368.000000 Penalty: 3929.047119
	Iteration 12Q: 3 clusters Score -1.855537e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -18558200.000000 Penalty: 3929.047119
	Iteration 13Q: 3 clusters Score -1.85582e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -18560968.000000 Penalty: 3929.047119
	Iteration 14Q: 3 clusters Score -1.856097e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 111390 members 
Entering Unmasked Estep 
Score: -18563012.000000 Penalty: 3929.047119
	Iteration 15Q: 3 clusters Score -1.856301e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -18564284.000000 Penalty: 3929.047119
	Iteration 16Q: 3 clusters Score -1.856428e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -18565082.000000 Penalty: 3929.047119
	Iteration 17Q: 3 clusters Score -1.856508e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -18565612.000000 Penalty: 3929.047119
	Iteration 18Q: 3 clusters Score -1.856561e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -18565850.000000 Penalty: 3929.047119
	Iteration 19Q: 3 clusters Score -1.856585e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -18566014.000000 Penalty: 3929.047119
	Iteration 20F: 3 clusters Score -1.856601e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -18566192.000000 Penalty: 3929.047119
	Iteration 21Q: 3 clusters Score -1.856619e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -18566326.000000 Penalty: 3929.047119
	Iteration 22Q: 3 clusters Score -1.856633e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
Score: -18566422.000000 Penalty: 3929.047119
	Iteration 23Q: 3 clusters Score -1.856642e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -18566580.000000 Penalty: 3929.047119
	Iteration 24Q: 3 clusters Score -1.856658e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -18566694.000000 Penalty: 3929.047119
	Iteration 25Q: 3 clusters Score -1.856669e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -18566786.000000 Penalty: 3929.047119
	Iteration 26Q: 3 clusters Score -1.856679e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -18566870.000000 Penalty: 3929.047119
	Iteration 27Q: 3 clusters Score -1.856687e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -18566992.000000 Penalty: 3929.047119
	Iteration 28Q: 3 clusters Score -1.856699e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -18567238.000000 Penalty: 3929.047119
	Iteration 29Q: 3 clusters Score -1.856724e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -18567410.000000 Penalty: 3929.047119
	Iteration 30Q: 3 clusters Score -1.856741e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -18567520.000000 Penalty: 3929.047119
	Iteration 31Q: 3 clusters Score -1.856752e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -18567686.000000 Penalty: 3929.047119
	Iteration 32Q: 3 clusters Score -1.856769e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -18567800.000000 Penalty: 3929.047119
	Iteration 33Q: 3 clusters Score -1.85678e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 97231 members 
Entering Unmasked Estep 
Score: -18567892.000000 Penalty: 3929.047119
	Iteration 34Q: 3 clusters Score -1.856789e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -18568078.000000 Penalty: 3929.047119
	Iteration 35Q: 3 clusters Score -1.856808e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -18568182.000000 Penalty: 3929.047119
	Iteration 36Q: 3 clusters Score -1.856818e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83117 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -18568380.000000 Penalty: 3929.047119
	Iteration 37Q: 3 clusters Score -1.856838e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -18568500.000000 Penalty: 3929.047119
	Iteration 38Q: 3 clusters Score -1.85685e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -18568670.000000 Penalty: 3929.047119
	Iteration 39Q: 3 clusters Score -1.856867e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -18568800.000000 Penalty: 3929.047119
	Iteration 40F: 3 clusters Score -1.85688e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -18568864.000000 Penalty: 3929.047119
	Iteration 41Q: 3 clusters Score -1.856886e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -18569000.000000 Penalty: 3929.047119
	Iteration 42Q: 3 clusters Score -1.8569e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -18569152.000000 Penalty: 3929.047119
	Iteration 43Q: 3 clusters Score -1.856915e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -18569252.000000 Penalty: 3929.047119
	Iteration 44Q: 3 clusters Score -1.856925e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -18569338.000000 Penalty: 3929.047119
	Iteration 45Q: 3 clusters Score -1.856934e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -18569556.000000 Penalty: 3929.047119
	Iteration 46Q: 3 clusters Score -1.856956e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -18569718.000000 Penalty: 3929.047119
	Iteration 47Q: 3 clusters Score -1.856972e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -18569802.000000 Penalty: 3929.047119
	Iteration 48Q: 3 clusters Score -1.85698e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 86091 members 
Entering Unmasked Estep 
Score: -18569886.000000 Penalty: 3929.047119
	Iteration 49Q: 3 clusters Score -1.856989e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -18569960.000000 Penalty: 3929.047119
	Iteration 50Q: 3 clusters Score -1.856996e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -18570062.000000 Penalty: 3929.047119
	Iteration 51Q: 3 clusters Score -1.857006e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -18570102.000000 Penalty: 3929.047119
	Iteration 52Q: 3 clusters Score -1.85701e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -18570182.000000 Penalty: 3929.047119
	Iteration 53Q: 3 clusters Score -1.857018e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -18570248.000000 Penalty: 3929.047119
	Iteration 54Q: 3 clusters Score -1.857025e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -18570408.000000 Penalty: 3929.047119
	Iteration 55Q: 3 clusters Score -1.857041e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -18570632.000000 Penalty: 3929.047119
	Iteration 56Q: 3 clusters Score -1.857063e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -18570864.000000 Penalty: 3929.047119
	Iteration 57Q: 3 clusters Score -1.857086e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -18571026.000000 Penalty: 3929.047119
	Iteration 58Q: 3 clusters Score -1.857103e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -18571208.000000 Penalty: 3929.047119
	Iteration 59Q: 3 clusters Score -1.857121e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -18571364.000000 Penalty: 3929.047119
	Iteration 60F: 3 clusters Score -1.857136e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -18571508.000000 Penalty: 3929.047119
	Iteration 61Q: 3 clusters Score -1.857151e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -18571752.000000 Penalty: 3929.047119
	Iteration 62Q: 3 clusters Score -1.857175e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -18571904.000000 Penalty: 3929.047119
	Iteration 63Q: 3 clusters Score -1.85719e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -18572014.000000 Penalty: 3929.047119
	Iteration 64Q: 3 clusters Score -1.857201e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -18572086.000000 Penalty: 3929.047119
	Iteration 65Q: 3 clusters Score -1.857209e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -18572086.000000 Penalty: 3929.047119
	Iteration 66Q: 3 clusters Score -1.857209e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -18572122.000000 Penalty: 3929.047119
	Iteration 67Q: 3 clusters Score -1.857212e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -18572166.000000 Penalty: 3929.047119
	Iteration 68Q: 3 clusters Score -1.857217e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -18572238.000000 Penalty: 3929.047119
	Iteration 69Q: 3 clusters Score -1.857224e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -18572282.000000 Penalty: 3929.047119
	Iteration 70Q: 3 clusters Score -1.857228e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -18572332.000000 Penalty: 3929.047119
	Iteration 71Q: 3 clusters Score -1.857233e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -18572390.000000 Penalty: 3929.047119
	Iteration 72Q: 3 clusters Score -1.857239e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -18572382.000000 Penalty: 3929.047119
	Iteration 73Q: 3 clusters Score -1.857238e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -18572372.000000 Penalty: 3929.047119
	Iteration 74Q: 3 clusters Score -1.857237e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -18572380.000000 Penalty: 3929.047119
	Iteration 75Q: 3 clusters Score -1.857238e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -18572372.000000 Penalty: 3929.047119
	Iteration 76Q: 3 clusters Score -1.857237e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -18572340.000000 Penalty: 3929.047119
	Iteration 77Q: 3 clusters Score -1.857234e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -18572314.000000 Penalty: 3929.047119
	Iteration 78Q: 3 clusters Score -1.857231e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -18572318.000000 Penalty: 3929.047119
	Iteration 79Q: 3 clusters Score -1.857232e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -18572308.000000 Penalty: 3929.047119
	Iteration 80F: 3 clusters Score -1.857231e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -18572342.000000 Penalty: 3929.047119
	Iteration 81Q: 3 clusters Score -1.857234e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107318 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -18572368.000000 Penalty: 3929.047119
	Iteration 82Q: 3 clusters Score -1.857237e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -18572328.000000 Penalty: 3929.047119
	Iteration 83Q: 3 clusters Score -1.857233e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -18572338.000000 Penalty: 3929.047119
	Iteration 84Q: 3 clusters Score -1.857234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -18572340.000000 Penalty: 3929.047119
	Iteration 85Q: 3 clusters Score -1.857234e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -18572356.000000 Penalty: 3929.047119
	Iteration 86Q: 3 clusters Score -1.857236e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -18572338.000000 Penalty: 3929.047119
	Iteration 87Q: 3 clusters Score -1.857234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -18572338.000000 Penalty: 3929.047119
	Iteration 88Q: 3 clusters Score -1.857234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -18572342.000000 Penalty: 3929.047119
	Iteration 89Q: 3 clusters Score -1.857234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3929.047119
	Iteration 90Q: 3 clusters Score -1.857235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -18572344.000000 Penalty: 3929.047119
	Iteration 91Q: 3 clusters Score -1.857234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3929.047119
	Iteration 92Q: 3 clusters Score -1.857235e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108003 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -18572354.000000 Penalty: 3929.047119
	Iteration 93Q: 3 clusters Score -1.857235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -18572354.000000 Penalty: 3929.047119
	Iteration 94Q: 3 clusters Score -1.857235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -18572346.000000 Penalty: 3929.047119
	Iteration 95Q: 3 clusters Score -1.857235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -18572342.000000 Penalty: 3929.047119
	Iteration 96Q: 3 clusters Score -1.857234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -18572338.000000 Penalty: 3929.047119
	Iteration 97Q: 3 clusters Score -1.857234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -18572338.000000 Penalty: 3929.047119
	Iteration 98Q: 3 clusters Score -1.857234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3929.047119
	Iteration 99Q: 3 clusters Score -1.857235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -18572358.000000 Penalty: 3929.047119
	Iteration 100F: 3 clusters Score -1.857236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -18572370.000000 Penalty: 3929.047119
	Iteration 101Q: 3 clusters Score -1.857237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -18572358.000000 Penalty: 3929.047119
	Iteration 102Q: 3 clusters Score -1.857236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -18572360.000000 Penalty: 3929.047119
	Iteration 103Q: 3 clusters Score -1.857236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -18572354.000000 Penalty: 3929.047119
	Iteration 104Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -18572352.000000 Penalty: 3929.047119
	Iteration 105Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 3929.047119
	Iteration 106Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -18572346.000000 Penalty: 3929.047119
	Iteration 107Q: 3 clusters Score -1.857235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3929.047119
	Iteration 108Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3929.047119
	Iteration 109Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108158 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -18572352.000000 Penalty: 3929.047119
	Iteration 110Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -18572344.000000 Penalty: 3929.047119
	Iteration 111Q: 3 clusters Score -1.857234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -18572346.000000 Penalty: 3929.047119
	Iteration 112Q: 3 clusters Score -1.857235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -18572352.000000 Penalty: 3929.047119
	Iteration 113Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 3929.047119
	Iteration 114Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 3929.047119
	Iteration 115Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -18572348.000000 Penalty: 3929.047119
	Iteration 116Q: 3 clusters Score -1.857235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 3929.047119
	Iteration 117Q: 3 clusters Score -1.857235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -18572350.000000 Penalty: 3929.047119
	Iteration 118F: 3 clusters Score -1.857235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 108167 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 4747 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 13923 members 
Mstep: Class 47 contains 69804 members 
Entering Unmasked Estep 
Score: -154041840.000000 Penalty: 108790.023438
Splitting cluster 40 changes total score from -154026032.000000 to -154041840.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 41 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -128360.218750 Penalty: 1163.511230
	Iteration 0F: 2 clusters Score -128360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126724.085938 Penalty: 2327.022461
	Iteration 0F: 3 clusters Score -126724.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127005.312500 Penalty: 2327.022461
	Iteration 1F: 3 clusters Score -127005.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127076.085938 Penalty: 2327.022461
	Iteration 2F: 3 clusters Score -127076.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -127127.976562 Penalty: 2327.022461
	Iteration 3Q: 3 clusters Score -127128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127162.492188 Penalty: 2327.022461
	Iteration 4Q: 3 clusters Score -127162.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127197.859375 Penalty: 2327.022461
	Iteration 5Q: 3 clusters Score -127197.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127235.320312 Penalty: 2327.022461
	Iteration 6Q: 3 clusters Score -127235.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127258.156250 Penalty: 2327.022461
	Iteration 7Q: 3 clusters Score -127258.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127284.507812 Penalty: 2327.022461
	Iteration 8Q: 3 clusters Score -127284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -127288.734375 Penalty: 2327.022461
	Iteration 9Q: 3 clusters Score -127288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127291.148438 Penalty: 2327.022461
	Iteration 10Q: 3 clusters Score -127291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127299.265625 Penalty: 2327.022461
	Iteration 11Q: 3 clusters Score -127299.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127307.703125 Penalty: 2327.022461
	Iteration 12Q: 3 clusters Score -127307.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127314.468750 Penalty: 2327.022461
	Iteration 13Q: 3 clusters Score -127314.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127318.773438 Penalty: 2327.022461
	Iteration 14Q: 3 clusters Score -127318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127321.031250 Penalty: 2327.022461
	Iteration 15Q: 3 clusters Score -127321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127325.250000 Penalty: 2327.022461
	Iteration 16Q: 3 clusters Score -127325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -127333.226562 Penalty: 2327.022461
	Iteration 17Q: 3 clusters Score -127333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127337.726562 Penalty: 2327.022461
	Iteration 18Q: 3 clusters Score -127337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127342.609375 Penalty: 2327.022461
	Iteration 19Q: 3 clusters Score -127342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127353.757812 Penalty: 2327.022461
	Iteration 20F: 3 clusters Score -127353.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127366.234375 Penalty: 2327.022461
	Iteration 21Q: 3 clusters Score -127366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127380.757812 Penalty: 2327.022461
	Iteration 22Q: 3 clusters Score -127380.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -127400.140625 Penalty: 2327.022461
	Iteration 23Q: 3 clusters Score -127400.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127414.148438 Penalty: 2327.022461
	Iteration 24Q: 3 clusters Score -127414.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -127433.234375 Penalty: 2327.022461
	Iteration 25Q: 3 clusters Score -127433.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127449.312500 Penalty: 2327.022461
	Iteration 26Q: 3 clusters Score -127449.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127465.789062 Penalty: 2327.022461
	Iteration 27Q: 3 clusters Score -127465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -127481.976562 Penalty: 2327.022461
	Iteration 28Q: 3 clusters Score -127482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -127491.828125 Penalty: 2327.022461
	Iteration 29Q: 3 clusters Score -127491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -127496.500000 Penalty: 2327.022461
	Iteration 30Q: 3 clusters Score -127496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -127497.976562 Penalty: 2327.022461
	Iteration 31Q: 3 clusters Score -127498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -127498.812500 Penalty: 2327.022461
	Iteration 32Q: 3 clusters Score -127498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -127498.812500 Penalty: 2327.022461
	Iteration 33F: 3 clusters Score -127498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -770746.187500 Penalty: 1453.192383
	Iteration 0F: 2 clusters Score -770746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -765050.375000 Penalty: 2906.384766
	Iteration 0F: 3 clusters Score -765050.4 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -766755.437500 Penalty: 2906.384766
	Iteration 1F: 3 clusters Score -766755.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -766986.437500 Penalty: 2906.384766
	Iteration 2F: 3 clusters Score -766986.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -767171.125000 Penalty: 2906.384766
	Iteration 3F: 3 clusters Score -767171.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -767342.187500 Penalty: 2906.384766
	Iteration 4Q: 3 clusters Score -767342.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -767549.812500 Penalty: 2906.384766
	Iteration 5Q: 3 clusters Score -767549.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -767838.687500 Penalty: 2906.384766
	Iteration 6F: 3 clusters Score -767838.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -768157.187500 Penalty: 2906.384766
	Iteration 7F: 3 clusters Score -768157.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -768451.375000 Penalty: 2906.384766
	Iteration 8F: 3 clusters Score -768451.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -768711.000000 Penalty: 2906.384766
	Iteration 9F: 3 clusters Score -768711 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -768922.062500 Penalty: 2906.384766
	Iteration 10Q: 3 clusters Score -768922.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -769075.875000 Penalty: 2906.384766
	Iteration 11Q: 3 clusters Score -769075.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -769178.437500 Penalty: 2906.384766
	Iteration 12Q: 3 clusters Score -769178.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -769256.750000 Penalty: 2906.384766
	Iteration 13Q: 3 clusters Score -769256.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -769320.875000 Penalty: 2906.384766
	Iteration 14Q: 3 clusters Score -769320.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -769375.875000 Penalty: 2906.384766
	Iteration 15Q: 3 clusters Score -769375.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -769414.125000 Penalty: 2906.384766
	Iteration 16Q: 3 clusters Score -769414.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -769436.125000 Penalty: 2906.384766
	Iteration 17Q: 3 clusters Score -769436.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -769444.500000 Penalty: 2906.384766
	Iteration 18Q: 3 clusters Score -769444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -769450.625000 Penalty: 2906.384766
	Iteration 19Q: 3 clusters Score -769450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -769458.000000 Penalty: 2906.384766
	Iteration 20F: 3 clusters Score -769458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -769466.437500 Penalty: 2906.384766
	Iteration 21Q: 3 clusters Score -769466.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -769473.125000 Penalty: 2906.384766
	Iteration 22Q: 3 clusters Score -769473.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -769478.062500 Penalty: 2906.384766
	Iteration 23Q: 3 clusters Score -769478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -769483.000000 Penalty: 2906.384766
	Iteration 24Q: 3 clusters Score -769483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -769485.312500 Penalty: 2906.384766
	Iteration 25Q: 3 clusters Score -769485.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -769488.812500 Penalty: 2906.384766
	Iteration 26Q: 3 clusters Score -769488.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -769491.500000 Penalty: 2906.384766
	Iteration 27Q: 3 clusters Score -769491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -769494.250000 Penalty: 2906.384766
	Iteration 28Q: 3 clusters Score -769494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -769499.250000 Penalty: 2906.384766
	Iteration 29Q: 3 clusters Score -769499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -769500.375000 Penalty: 2906.384766
	Iteration 30Q: 3 clusters Score -769500.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -769501.937500 Penalty: 2906.384766
	Iteration 31Q: 3 clusters Score -769501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -769504.812500 Penalty: 2906.384766
	Iteration 32Q: 3 clusters Score -769504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -769508.937500 Penalty: 2906.384766
	Iteration 33Q: 3 clusters Score -769508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -769512.062500 Penalty: 2906.384766
	Iteration 34Q: 3 clusters Score -769512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -769515.062500 Penalty: 2906.384766
	Iteration 35Q: 3 clusters Score -769515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -769518.437500 Penalty: 2906.384766
	Iteration 36Q: 3 clusters Score -769518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -769521.125000 Penalty: 2906.384766
	Iteration 37Q: 3 clusters Score -769521.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -769528.062500 Penalty: 2906.384766
	Iteration 38Q: 3 clusters Score -769528.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -769538.875000 Penalty: 2906.384766
	Iteration 39Q: 3 clusters Score -769538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -769544.750000 Penalty: 2906.384766
	Iteration 40F: 3 clusters Score -769544.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -769556.125000 Penalty: 2906.384766
	Iteration 41Q: 3 clusters Score -769556.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -769570.312500 Penalty: 2906.384766
	Iteration 42Q: 3 clusters Score -769570.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -769579.625000 Penalty: 2906.384766
	Iteration 43Q: 3 clusters Score -769579.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -769591.187500 Penalty: 2906.384766
	Iteration 44Q: 3 clusters Score -769591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -769597.062500 Penalty: 2906.384766
	Iteration 45Q: 3 clusters Score -769597.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -769601.312500 Penalty: 2906.384766
	Iteration 46Q: 3 clusters Score -769601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -769611.312500 Penalty: 2906.384766
	Iteration 47Q: 3 clusters Score -769611.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -769622.875000 Penalty: 2906.384766
	Iteration 48Q: 3 clusters Score -769622.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -769632.312500 Penalty: 2906.384766
	Iteration 49Q: 3 clusters Score -769632.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -769640.937500 Penalty: 2906.384766
	Iteration 50Q: 3 clusters Score -769640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -769653.000000 Penalty: 2906.384766
	Iteration 51Q: 3 clusters Score -769653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -769669.187500 Penalty: 2906.384766
	Iteration 52Q: 3 clusters Score -769669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -769693.437500 Penalty: 2906.384766
	Iteration 53Q: 3 clusters Score -769693.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -769707.750000 Penalty: 2906.384766
	Iteration 54Q: 3 clusters Score -769707.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -769722.875000 Penalty: 2906.384766
	Iteration 55Q: 3 clusters Score -769722.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -769734.062500 Penalty: 2906.384766
	Iteration 56Q: 3 clusters Score -769734.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -769740.250000 Penalty: 2906.384766
	Iteration 57Q: 3 clusters Score -769740.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -769746.875000 Penalty: 2906.384766
	Iteration 58Q: 3 clusters Score -769746.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -769756.125000 Penalty: 2906.384766
	Iteration 59Q: 3 clusters Score -769756.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -769765.375000 Penalty: 2906.384766
	Iteration 60F: 3 clusters Score -769765.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -769773.250000 Penalty: 2906.384766
	Iteration 61Q: 3 clusters Score -769773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -769784.437500 Penalty: 2906.384766
	Iteration 62Q: 3 clusters Score -769784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -769796.812500 Penalty: 2906.384766
	Iteration 63Q: 3 clusters Score -769796.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -769806.375000 Penalty: 2906.384766
	Iteration 64Q: 3 clusters Score -769806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -769807.812500 Penalty: 2906.384766
	Iteration 65Q: 3 clusters Score -769807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -769811.812500 Penalty: 2906.384766
	Iteration 66Q: 3 clusters Score -769811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -769816.687500 Penalty: 2906.384766
	Iteration 67Q: 3 clusters Score -769816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -769819.812500 Penalty: 2906.384766
	Iteration 68Q: 3 clusters Score -769819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -769824.062500 Penalty: 2906.384766
	Iteration 69Q: 3 clusters Score -769824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -769824.625000 Penalty: 2906.384766
	Iteration 70Q: 3 clusters Score -769824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -769828.437500 Penalty: 2906.384766
	Iteration 71Q: 3 clusters Score -769828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -769830.500000 Penalty: 2906.384766
	Iteration 72Q: 3 clusters Score -769830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -769832.437500 Penalty: 2906.384766
	Iteration 73Q: 3 clusters Score -769832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -769832.437500 Penalty: 2906.384766
	Iteration 74F: 3 clusters Score -769832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Entering Unmasked Estep 
Score: -2775205.250000 Penalty: 1670.076416
	Iteration 0F: 2 clusters Score -2775205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2755623.750000 Penalty: 3340.152832
	Iteration 0F: 3 clusters Score -2755624 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2763123.250000 Penalty: 3340.152832
	Iteration 1F: 3 clusters Score -2763123 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2763645.250000 Penalty: 3340.152832
	Iteration 2F: 3 clusters Score -2763645 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2764141.250000 Penalty: 3340.152832
	Iteration 3Q: 3 clusters Score -2764141 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2764711.000000 Penalty: 3340.152832
	Iteration 4Q: 3 clusters Score -2764711 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2765391.250000 Penalty: 3340.152832
	Iteration 5Q: 3 clusters Score -2765391 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2766141.500000 Penalty: 3340.152832
	Iteration 6F: 3 clusters Score -2766142 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2766936.500000 Penalty: 3340.152832
	Iteration 7F: 3 clusters Score -2766936 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2767792.250000 Penalty: 3340.152832
	Iteration 8F: 3 clusters Score -2767792 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2768562.250000 Penalty: 3340.152832
	Iteration 9Q: 3 clusters Score -2768562 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2769291.500000 Penalty: 3340.152832
	Iteration 10Q: 3 clusters Score -2769292 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2769957.750000 Penalty: 3340.152832
	Iteration 11Q: 3 clusters Score -2769958 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2770502.250000 Penalty: 3340.152832
	Iteration 12Q: 3 clusters Score -2770502 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2770907.750000 Penalty: 3340.152832
	Iteration 13Q: 3 clusters Score -2770908 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2771209.250000 Penalty: 3340.152832
	Iteration 14Q: 3 clusters Score -2771209 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2771420.250000 Penalty: 3340.152832
	Iteration 15Q: 3 clusters Score -2771420 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2771597.750000 Penalty: 3340.152832
	Iteration 16Q: 3 clusters Score -2771598 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2771758.250000 Penalty: 3340.152832
	Iteration 17Q: 3 clusters Score -2771758 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2771889.250000 Penalty: 3340.152832
	Iteration 18Q: 3 clusters Score -2771889 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2772037.250000 Penalty: 3340.152832
	Iteration 19Q: 3 clusters Score -2772037 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2772218.750000 Penalty: 3340.152832
	Iteration 20F: 3 clusters Score -2772219 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2772455.750000 Penalty: 3340.152832
	Iteration 21Q: 3 clusters Score -2772456 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2772735.500000 Penalty: 3340.152832
	Iteration 22Q: 3 clusters Score -2772736 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2772912.750000 Penalty: 3340.152832
	Iteration 23Q: 3 clusters Score -2772913 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2773060.500000 Penalty: 3340.152832
	Iteration 24Q: 3 clusters Score -2773060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2773159.500000 Penalty: 3340.152832
	Iteration 25Q: 3 clusters Score -2773160 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2773228.500000 Penalty: 3340.152832
	Iteration 26Q: 3 clusters Score -2773228 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2773278.000000 Penalty: 3340.152832
	Iteration 27Q: 3 clusters Score -2773278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2773312.000000 Penalty: 3340.152832
	Iteration 28Q: 3 clusters Score -2773312 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2773349.750000 Penalty: 3340.152832
	Iteration 29Q: 3 clusters Score -2773350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2773382.000000 Penalty: 3340.152832
	Iteration 30Q: 3 clusters Score -2773382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2773392.250000 Penalty: 3340.152832
	Iteration 31Q: 3 clusters Score -2773392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2773404.750000 Penalty: 3340.152832
	Iteration 32Q: 3 clusters Score -2773405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2773409.250000 Penalty: 3340.152832
	Iteration 33Q: 3 clusters Score -2773409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2773419.250000 Penalty: 3340.152832
	Iteration 34Q: 3 clusters Score -2773419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2773427.250000 Penalty: 3340.152832
	Iteration 35Q: 3 clusters Score -2773427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2773429.000000 Penalty: 3340.152832
	Iteration 36Q: 3 clusters Score -2773429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2773425.750000 Penalty: 3340.152832
	Iteration 37Q: 3 clusters Score -2773426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2773433.750000 Penalty: 3340.152832
	Iteration 38Q: 3 clusters Score -2773434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2773434.000000 Penalty: 3340.152832
	Iteration 39Q: 3 clusters Score -2773434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2773445.500000 Penalty: 3340.152832
	Iteration 40F: 3 clusters Score -2773446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2773449.750000 Penalty: 3340.152832
	Iteration 41Q: 3 clusters Score -2773450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2773455.500000 Penalty: 3340.152832
	Iteration 42Q: 3 clusters Score -2773456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2773442.750000 Penalty: 3340.152832
	Iteration 43Q: 3 clusters Score -2773443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2773446.250000 Penalty: 3340.152832
	Iteration 44Q: 3 clusters Score -2773446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2773453.250000 Penalty: 3340.152832
	Iteration 45Q: 3 clusters Score -2773453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2773458.750000 Penalty: 3340.152832
	Iteration 46Q: 3 clusters Score -2773459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2773458.000000 Penalty: 3340.152832
	Iteration 47Q: 3 clusters Score -2773458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2773455.750000 Penalty: 3340.152832
	Iteration 48Q: 3 clusters Score -2773456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2773456.500000 Penalty: 3340.152832
	Iteration 49Q: 3 clusters Score -2773456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2773457.250000 Penalty: 3340.152832
	Iteration 50Q: 3 clusters Score -2773457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2773452.000000 Penalty: 3340.152832
	Iteration 51Q: 3 clusters Score -2773452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2773452.000000 Penalty: 3340.152832
	Iteration 52Q: 3 clusters Score -2773452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2773456.750000 Penalty: 3340.152832
	Iteration 53Q: 3 clusters Score -2773457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2773457.750000 Penalty: 3340.152832
	Iteration 54Q: 3 clusters Score -2773458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2773460.000000 Penalty: 3340.152832
	Iteration 55Q: 3 clusters Score -2773460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2773460.250000 Penalty: 3340.152832
	Iteration 56Q: 3 clusters Score -2773460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2773463.250000 Penalty: 3340.152832
	Iteration 57Q: 3 clusters Score -2773463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2773463.000000 Penalty: 3340.152832
	Iteration 58Q: 3 clusters Score -2773463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2773471.750000 Penalty: 3340.152832
	Iteration 59Q: 3 clusters Score -2773472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2773465.750000 Penalty: 3340.152832
	Iteration 60F: 3 clusters Score -2773466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2773471.250000 Penalty: 3340.152832
	Iteration 61Q: 3 clusters Score -2773471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2773472.000000 Penalty: 3340.152832
	Iteration 62Q: 3 clusters Score -2773472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2773474.500000 Penalty: 3340.152832
	Iteration 63Q: 3 clusters Score -2773474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2773475.750000 Penalty: 3340.152832
	Iteration 64Q: 3 clusters Score -2773476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2773471.250000 Penalty: 3340.152832
	Iteration 65Q: 3 clusters Score -2773471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2773479.000000 Penalty: 3340.152832
	Iteration 66Q: 3 clusters Score -2773479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2773477.250000 Penalty: 3340.152832
	Iteration 67Q: 3 clusters Score -2773477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2773485.500000 Penalty: 3340.152832
	Iteration 68Q: 3 clusters Score -2773486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2773486.750000 Penalty: 3340.152832
	Iteration 69Q: 3 clusters Score -2773487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2773483.500000 Penalty: 3340.152832
	Iteration 70Q: 3 clusters Score -2773484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2773482.750000 Penalty: 3340.152832
	Iteration 71Q: 3 clusters Score -2773483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2773487.000000 Penalty: 3340.152832
	Iteration 72Q: 3 clusters Score -2773487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2773486.000000 Penalty: 3340.152832
	Iteration 73Q: 3 clusters Score -2773486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2773489.750000 Penalty: 3340.152832
	Iteration 74Q: 3 clusters Score -2773490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2773489.500000 Penalty: 3340.152832
	Iteration 75Q: 3 clusters Score -2773490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2773493.500000 Penalty: 3340.152832
	Iteration 76Q: 3 clusters Score -2773494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2773492.750000 Penalty: 3340.152832
	Iteration 77Q: 3 clusters Score -2773493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2773493.250000 Penalty: 3340.152832
	Iteration 78Q: 3 clusters Score -2773493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2773489.250000 Penalty: 3340.152832
	Iteration 79Q: 3 clusters Score -2773489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2773491.250000 Penalty: 3340.152832
	Iteration 80F: 3 clusters Score -2773491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2773489.250000 Penalty: 3340.152832
	Iteration 81Q: 3 clusters Score -2773489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2773492.750000 Penalty: 3340.152832
	Iteration 82Q: 3 clusters Score -2773493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2773492.000000 Penalty: 3340.152832
	Iteration 83Q: 3 clusters Score -2773492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2773488.250000 Penalty: 3340.152832
	Iteration 84Q: 3 clusters Score -2773488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2773488.500000 Penalty: 3340.152832
	Iteration 85Q: 3 clusters Score -2773488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2773493.000000 Penalty: 3340.152832
	Iteration 86Q: 3 clusters Score -2773493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2773495.250000 Penalty: 3340.152832
	Iteration 87Q: 3 clusters Score -2773495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2773497.250000 Penalty: 3340.152832
	Iteration 88Q: 3 clusters Score -2773497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2773498.750000 Penalty: 3340.152832
	Iteration 89Q: 3 clusters Score -2773499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2773492.500000 Penalty: 3340.152832
	Iteration 90Q: 3 clusters Score -2773492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2773495.500000 Penalty: 3340.152832
	Iteration 91Q: 3 clusters Score -2773496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2773498.250000 Penalty: 3340.152832
	Iteration 92Q: 3 clusters Score -2773498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2773494.000000 Penalty: 3340.152832
	Iteration 93Q: 3 clusters Score -2773494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2773495.250000 Penalty: 3340.152832
	Iteration 94Q: 3 clusters Score -2773495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2773492.500000 Penalty: 3340.152832
	Iteration 95Q: 3 clusters Score -2773492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2773488.500000 Penalty: 3340.152832
	Iteration 96Q: 3 clusters Score -2773488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2773493.500000 Penalty: 3340.152832
	Iteration 97Q: 3 clusters Score -2773494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2773492.250000 Penalty: 3340.152832
	Iteration 98Q: 3 clusters Score -2773492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2773490.250000 Penalty: 3340.152832
	Iteration 99Q: 3 clusters Score -2773490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2773492.750000 Penalty: 3340.152832
	Iteration 100F: 3 clusters Score -2773493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -468997.718750 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -468997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -465238.343750 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -465238.3 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -466614.593750 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -466614.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -467428.718750 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -467428.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -468278.625000 Penalty: 2751.212158
	Iteration 3F: 3 clusters Score -468278.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -468767.156250 Penalty: 2751.212158
	Iteration 4F: 3 clusters Score -468767.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -468948.187500 Penalty: 2751.212158
	Iteration 5F: 3 clusters Score -468948.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -469036.406250 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -469036.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -469077.781250 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -469077.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -469098.187500 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -469098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -469102.875000 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -469102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -469104.125000 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -469104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -469104.062500 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -469104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -469105.375000 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -469105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -469104.093750 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -469104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -469105.500000 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -469105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -469105.593750 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -469105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -469106.875000 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -469106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -469106.843750 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -469106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -469106.843750 Penalty: 2751.212158
	Iteration 18F: 3 clusters Score -469106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 108167 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 1691 members 
Mstep: Class 45 contains 16946 members 
Mstep: Class 46 contains 13923 members 
Mstep: Class 47 contains 69804 members 
Mstep: Class 48 contains 3056 members 
Entering Unmasked Estep 
Score: -154040960.000000 Penalty: 111104.703125
Splitting cluster 44 changes total score from -154026032.000000 to -154040960.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 45 (16946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Entering Unmasked Estep 
Score: -1693619.250000 Penalty: 1582.390381
	Iteration 0F: 2 clusters Score -1693619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1681968.625000 Penalty: 3164.780762
	Iteration 0F: 3 clusters Score -1681969 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1686307.875000 Penalty: 3164.780762
	Iteration 1F: 3 clusters Score -1686308 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1686900.250000 Penalty: 3164.780762
	Iteration 2F: 3 clusters Score -1686900 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1687627.000000 Penalty: 3164.780762
	Iteration 3F: 3 clusters Score -1687627 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1688451.000000 Penalty: 3164.780762
	Iteration 4F: 3 clusters Score -1688451 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1689226.000000 Penalty: 3164.780762
	Iteration 5F: 3 clusters Score -1689226 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1689850.750000 Penalty: 3164.780762
	Iteration 6F: 3 clusters Score -1689851 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1690294.250000 Penalty: 3164.780762
	Iteration 7Q: 3 clusters Score -1690294 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1690635.875000 Penalty: 3164.780762
	Iteration 8Q: 3 clusters Score -1690636 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1690966.000000 Penalty: 3164.780762
	Iteration 9Q: 3 clusters Score -1690966 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1691282.500000 Penalty: 3164.780762
	Iteration 10Q: 3 clusters Score -1691282 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1691591.625000 Penalty: 3164.780762
	Iteration 11Q: 3 clusters Score -1691592 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1691882.375000 Penalty: 3164.780762
	Iteration 12Q: 3 clusters Score -1691882 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1692111.500000 Penalty: 3164.780762
	Iteration 13Q: 3 clusters Score -1692112 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1692300.875000 Penalty: 3164.780762
	Iteration 14Q: 3 clusters Score -1692301 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1692460.250000 Penalty: 3164.780762
	Iteration 15Q: 3 clusters Score -1692460 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1692569.250000 Penalty: 3164.780762
	Iteration 16Q: 3 clusters Score -1692569 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1692657.250000 Penalty: 3164.780762
	Iteration 17Q: 3 clusters Score -1692657 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1692742.625000 Penalty: 3164.780762
	Iteration 18Q: 3 clusters Score -1692743 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1692824.375000 Penalty: 3164.780762
	Iteration 19Q: 3 clusters Score -1692824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1692891.625000 Penalty: 3164.780762
	Iteration 20F: 3 clusters Score -1692892 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1692976.250000 Penalty: 3164.780762
	Iteration 21Q: 3 clusters Score -1692976 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1693051.750000 Penalty: 3164.780762
	Iteration 22Q: 3 clusters Score -1693052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1693118.125000 Penalty: 3164.780762
	Iteration 23Q: 3 clusters Score -1693118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1693161.250000 Penalty: 3164.780762
	Iteration 24Q: 3 clusters Score -1693161 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1693191.500000 Penalty: 3164.780762
	Iteration 25Q: 3 clusters Score -1693192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1693212.000000 Penalty: 3164.780762
	Iteration 26Q: 3 clusters Score -1693212 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1693232.750000 Penalty: 3164.780762
	Iteration 27Q: 3 clusters Score -1693233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1693252.250000 Penalty: 3164.780762
	Iteration 28Q: 3 clusters Score -1693252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1693271.875000 Penalty: 3164.780762
	Iteration 29Q: 3 clusters Score -1693272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1693290.125000 Penalty: 3164.780762
	Iteration 30Q: 3 clusters Score -1693290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1693296.000000 Penalty: 3164.780762
	Iteration 31Q: 3 clusters Score -1693296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1693303.750000 Penalty: 3164.780762
	Iteration 32Q: 3 clusters Score -1693304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1693308.750000 Penalty: 3164.780762
	Iteration 33Q: 3 clusters Score -1693309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1693311.875000 Penalty: 3164.780762
	Iteration 34Q: 3 clusters Score -1693312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1693318.500000 Penalty: 3164.780762
	Iteration 35Q: 3 clusters Score -1693318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1693317.625000 Penalty: 3164.780762
	Iteration 36Q: 3 clusters Score -1693318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1693323.875000 Penalty: 3164.780762
	Iteration 37Q: 3 clusters Score -1693324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1693331.250000 Penalty: 3164.780762
	Iteration 38Q: 3 clusters Score -1693331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1693330.000000 Penalty: 3164.780762
	Iteration 39Q: 3 clusters Score -1693330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1693331.750000 Penalty: 3164.780762
	Iteration 40F: 3 clusters Score -1693332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1693329.750000 Penalty: 3164.780762
	Iteration 41Q: 3 clusters Score -1693330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1693329.500000 Penalty: 3164.780762
	Iteration 42Q: 3 clusters Score -1693330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1693329.500000 Penalty: 3164.780762
	Iteration 43F: 3 clusters Score -1693330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 53925 members 
Mstep: Class 5 contains 33750 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 72253 members 
Mstep: Class 8 contains 117263 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 19374 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 188683 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 35385 members 
Mstep: Class 20 contains 153971 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 79905 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 91299 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 165439 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 108167 members 
Mstep: Class 41 contains 1287 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 29068 members 
Mstep: Class 44 contains 1691 members 
Mstep: Class 45 contains 16946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050816.000000 Penalty: 111104.703125
Iteration 119Q: 49 clusters Score -1.540508e+08 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 14189 members 
Mstep: Class 3 contains 25624 members 
Mstep: Class 4 contains 53915 members 
Mstep: Class 5 contains 33703 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 117111 members 
Mstep: Class 9 contains 12449 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3191 members 
Mstep: Class 13 contains 19601 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 189641 members 
Mstep: Class 16 contains 31728 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 30299 members 
Mstep: Class 19 contains 35471 members 
Mstep: Class 20 contains 154300 members 
Mstep: Class 21 contains 8072 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10762 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4043 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 80521 members 
Mstep: Class 30 contains 5905 members 
Mstep: Class 31 contains 92226 members 
Mstep: Class 32 contains 3189 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 1954 members 
Mstep: Class 35 contains 7533 members 
Mstep: Class 36 contains 4357 members 
Mstep: Class 37 contains 166556 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 108567 members 
Mstep: Class 41 contains 1286 members 
Mstep: Class 42 contains 7655 members 
Mstep: Class 43 contains 29506 members 
Mstep: Class 44 contains 1757 members 
Mstep: Class 45 contains 16951 members 
Mstep: Class 46 contains 13605 members 
Mstep: Class 47 contains 65298 members 
Mstep: Class 48 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058464.000000 Penalty: 111104.703125
Iteration 120F: 49 clusters Score -1.540585e+08 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 14084 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 4 contains 53861 members 
Mstep: Class 5 contains 33591 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 72785 members 
Mstep: Class 8 contains 116853 members 
Mstep: Class 9 contains 10763 members 
Mstep: Class 10 contains 15513 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 19546 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 189484 members 
Mstep: Class 16 contains 31691 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 30261 members 
Mstep: Class 19 contains 35607 members 
Mstep: Class 20 contains 154440 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 6153 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 80409 members 
Mstep: Class 30 contains 5889 members 
Mstep: Class 31 contains 92354 members 
Mstep: Class 32 contains 3188 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 7133 members 
Mstep: Class 36 contains 4375 members 
Mstep: Class 37 contains 167219 members 
Mstep: Class 38 contains 11477 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 108715 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 7656 members 
Mstep: Class 43 contains 29399 members 
Mstep: Class 44 contains 1843 members 
Mstep: Class 45 contains 16952 members 
Mstep: Class 46 contains 14105 members 
Mstep: Class 47 contains 66956 members 
Mstep: Class 48 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061808.000000 Penalty: 111104.703125
Iteration 121Q: 49 clusters Score -1.540618e+08 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 24973 members 
Mstep: Class 4 contains 53814 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 72815 members 
Mstep: Class 8 contains 116805 members 
Mstep: Class 9 contains 9631 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 19500 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 189578 members 
Mstep: Class 16 contains 31644 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 30232 members 
Mstep: Class 19 contains 35734 members 
Mstep: Class 20 contains 154581 members 
Mstep: Class 21 contains 8101 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 10892 members 
Mstep: Class 25 contains 6119 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 4046 members 
Mstep: Class 28 contains 4005 members 
Mstep: Class 29 contains 80331 members 
Mstep: Class 30 contains 5882 members 
Mstep: Class 31 contains 92491 members 
Mstep: Class 32 contains 3187 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 4389 members 
Mstep: Class 37 contains 167562 members 
Mstep: Class 38 contains 11484 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 108984 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7646 members 
Mstep: Class 43 contains 29351 members 
Mstep: Class 44 contains 1897 members 
Mstep: Class 45 contains 16933 members 
Mstep: Class 46 contains 14527 members 
Mstep: Class 47 contains 67656 members 
Mstep: Class 48 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063584.000000 Penalty: 111104.703125
Iteration 122Q: 49 clusters Score -1.540636e+08 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 24748 members 
Mstep: Class 4 contains 53782 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 72824 members 
Mstep: Class 8 contains 116783 members 
Mstep: Class 9 contains 8839 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 19417 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 189706 members 
Mstep: Class 16 contains 31607 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 30205 members 
Mstep: Class 19 contains 35879 members 
Mstep: Class 20 contains 154669 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 10934 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 4051 members 
Mstep: Class 28 contains 4016 members 
Mstep: Class 29 contains 80309 members 
Mstep: Class 30 contains 5873 members 
Mstep: Class 31 contains 92526 members 
Mstep: Class 32 contains 3186 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 1853 members 
Mstep: Class 35 contains 6667 members 
Mstep: Class 36 contains 4400 members 
Mstep: Class 37 contains 167746 members 
Mstep: Class 38 contains 11481 members 
Mstep: Class 39 contains 2351 members 
Mstep: Class 40 contains 109307 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7645 members 
Mstep: Class 43 contains 29314 members 
Mstep: Class 44 contains 1945 members 
Mstep: Class 45 contains 16926 members 
Mstep: Class 46 contains 14941 members 
Mstep: Class 47 contains 68084 members 
Mstep: Class 48 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064896.000000 Penalty: 111104.703125
Iteration 123Q: 49 clusters Score -1.540649e+08 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 13813 members 
Mstep: Class 3 contains 24563 members 
Mstep: Class 4 contains 53747 members 
Mstep: Class 5 contains 33036 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 72845 members 
Mstep: Class 8 contains 116794 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 19317 members 
Mstep: Class 14 contains 9086 members 
Mstep: Class 15 contains 189801 members 
Mstep: Class 16 contains 31559 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 30184 members 
Mstep: Class 19 contains 35979 members 
Mstep: Class 20 contains 154833 members 
Mstep: Class 21 contains 8120 members 
Mstep: Class 22 contains 3698 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10958 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 4024 members 
Mstep: Class 29 contains 80281 members 
Mstep: Class 30 contains 5859 members 
Mstep: Class 31 contains 92540 members 
Mstep: Class 32 contains 3185 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 1850 members 
Mstep: Class 35 contains 6512 members 
Mstep: Class 36 contains 4410 members 
Mstep: Class 37 contains 167837 members 
Mstep: Class 38 contains 11483 members 
Mstep: Class 39 contains 2352 members 
Mstep: Class 40 contains 109581 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7646 members 
Mstep: Class 43 contains 29316 members 
Mstep: Class 44 contains 1966 members 
Mstep: Class 45 contains 16923 members 
Mstep: Class 46 contains 15355 members 
Mstep: Class 47 contains 68316 members 
Mstep: Class 48 contains 3165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065552.000000 Penalty: 111104.703125
Iteration 124Q: 49 clusters Score -1.540656e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 13724 members 
Mstep: Class 3 contains 24352 members 
Mstep: Class 4 contains 53714 members 
Mstep: Class 5 contains 32869 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 72875 members 
Mstep: Class 8 contains 116868 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 10 contains 15420 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 19232 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 189898 members 
Mstep: Class 16 contains 31549 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 30172 members 
Mstep: Class 19 contains 36064 members 
Mstep: Class 20 contains 154975 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 10969 members 
Mstep: Class 25 contains 6022 members 
Mstep: Class 26 contains 5249 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 4033 members 
Mstep: Class 29 contains 80255 members 
Mstep: Class 30 contains 5854 members 
Mstep: Class 31 contains 92584 members 
Mstep: Class 32 contains 3184 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 1860 members 
Mstep: Class 35 contains 6392 members 
Mstep: Class 36 contains 4417 members 
Mstep: Class 37 contains 167865 members 
Mstep: Class 38 contains 11488 members 
Mstep: Class 39 contains 2354 members 
Mstep: Class 40 contains 109757 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7645 members 
Mstep: Class 43 contains 29319 members 
Mstep: Class 44 contains 1966 members 
Mstep: Class 45 contains 16916 members 
Mstep: Class 46 contains 15758 members 
Mstep: Class 47 contains 68429 members 
Mstep: Class 48 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065760.000000 Penalty: 111104.703125
Iteration 125Q: 49 clusters Score -1.540658e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 13650 members 
Mstep: Class 3 contains 24157 members 
Mstep: Class 4 contains 53684 members 
Mstep: Class 5 contains 32686 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 72894 members 
Mstep: Class 8 contains 116903 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 10 contains 15416 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 19179 members 
Mstep: Class 14 contains 9126 members 
Mstep: Class 15 contains 190071 members 
Mstep: Class 16 contains 31550 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 30166 members 
Mstep: Class 19 contains 36148 members 
Mstep: Class 20 contains 155074 members 
Mstep: Class 21 contains 8131 members 
Mstep: Class 22 contains 3669 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 10967 members 
Mstep: Class 25 contains 6003 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 80238 members 
Mstep: Class 30 contains 5845 members 
Mstep: Class 31 contains 92623 members 
Mstep: Class 32 contains 3180 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 1860 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 4421 members 
Mstep: Class 37 contains 167853 members 
Mstep: Class 38 contains 11490 members 
Mstep: Class 39 contains 2354 members 
Mstep: Class 40 contains 109894 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7644 members 
Mstep: Class 43 contains 29330 members 
Mstep: Class 44 contains 1960 members 
Mstep: Class 45 contains 16910 members 
Mstep: Class 46 contains 16123 members 
Mstep: Class 47 contains 68425 members 
Mstep: Class 48 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065808.000000 Penalty: 111104.703125
Iteration 126Q: 49 clusters Score -1.540658e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 13584 members 
Mstep: Class 3 contains 23993 members 
Mstep: Class 4 contains 53655 members 
Mstep: Class 5 contains 32563 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 72914 members 
Mstep: Class 8 contains 116945 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3092 members 
Mstep: Class 13 contains 19105 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 190182 members 
Mstep: Class 16 contains 31549 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 30151 members 
Mstep: Class 19 contains 36234 members 
Mstep: Class 20 contains 155141 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 3654 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 10969 members 
Mstep: Class 25 contains 5987 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 4065 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80235 members 
Mstep: Class 30 contains 5835 members 
Mstep: Class 31 contains 92647 members 
Mstep: Class 32 contains 3175 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 6202 members 
Mstep: Class 36 contains 4432 members 
Mstep: Class 37 contains 167858 members 
Mstep: Class 38 contains 11497 members 
Mstep: Class 39 contains 2353 members 
Mstep: Class 40 contains 110001 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7645 members 
Mstep: Class 43 contains 29361 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 16912 members 
Mstep: Class 46 contains 16457 members 
Mstep: Class 47 contains 68372 members 
Mstep: Class 48 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065232.000000 Penalty: 111104.703125
Iteration 127Q: 49 clusters Score -1.540652e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 13505 members 
Mstep: Class 3 contains 23870 members 
Mstep: Class 4 contains 53623 members 
Mstep: Class 5 contains 32444 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 72915 members 
Mstep: Class 8 contains 117012 members 
Mstep: Class 9 contains 7368 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 19022 members 
Mstep: Class 14 contains 9160 members 
Mstep: Class 15 contains 190261 members 
Mstep: Class 16 contains 31535 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 30137 members 
Mstep: Class 19 contains 36305 members 
Mstep: Class 20 contains 155200 members 
Mstep: Class 21 contains 8142 members 
Mstep: Class 22 contains 3640 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 10961 members 
Mstep: Class 25 contains 5959 members 
Mstep: Class 26 contains 5243 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80217 members 
Mstep: Class 30 contains 5830 members 
Mstep: Class 31 contains 92624 members 
Mstep: Class 32 contains 3169 members 
Mstep: Class 33 contains 2750 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 6146 members 
Mstep: Class 36 contains 4434 members 
Mstep: Class 37 contains 167878 members 
Mstep: Class 38 contains 11501 members 
Mstep: Class 39 contains 2354 members 
Mstep: Class 40 contains 110141 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7653 members 
Mstep: Class 43 contains 29370 members 
Mstep: Class 44 contains 1944 members 
Mstep: Class 45 contains 16920 members 
Mstep: Class 46 contains 16781 members 
Mstep: Class 47 contains 68329 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065152.000000 Penalty: 111104.703125
Iteration 128Q: 49 clusters Score -1.540652e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 23749 members 
Mstep: Class 4 contains 53592 members 
Mstep: Class 5 contains 32341 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 72909 members 
Mstep: Class 8 contains 117084 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 18935 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 190344 members 
Mstep: Class 16 contains 31531 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 30120 members 
Mstep: Class 19 contains 36372 members 
Mstep: Class 20 contains 155251 members 
Mstep: Class 21 contains 8144 members 
Mstep: Class 22 contains 3628 members 
Mstep: Class 23 contains 1489 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 5948 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 80192 members 
Mstep: Class 30 contains 5822 members 
Mstep: Class 31 contains 92577 members 
Mstep: Class 32 contains 3165 members 
Mstep: Class 33 contains 2760 members 
Mstep: Class 34 contains 1884 members 
Mstep: Class 35 contains 6089 members 
Mstep: Class 36 contains 4443 members 
Mstep: Class 37 contains 167918 members 
Mstep: Class 38 contains 11502 members 
Mstep: Class 39 contains 2356 members 
Mstep: Class 40 contains 110250 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 29389 members 
Mstep: Class 44 contains 1939 members 
Mstep: Class 45 contains 16929 members 
Mstep: Class 46 contains 17085 members 
Mstep: Class 47 contains 68296 members 
Mstep: Class 48 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 111104.703125
Iteration 129Q: 49 clusters Score -1.54065e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 13355 members 
Mstep: Class 3 contains 23632 members 
Mstep: Class 4 contains 53563 members 
Mstep: Class 5 contains 32249 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 72909 members 
Mstep: Class 8 contains 117158 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 15368 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 18857 members 
Mstep: Class 14 contains 9199 members 
Mstep: Class 15 contains 190401 members 
Mstep: Class 16 contains 31520 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 30113 members 
Mstep: Class 19 contains 36424 members 
Mstep: Class 20 contains 155258 members 
Mstep: Class 21 contains 8149 members 
Mstep: Class 22 contains 3611 members 
Mstep: Class 23 contains 1497 members 
Mstep: Class 24 contains 10944 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4077 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80173 members 
Mstep: Class 30 contains 5806 members 
Mstep: Class 31 contains 92549 members 
Mstep: Class 32 contains 3164 members 
Mstep: Class 33 contains 2763 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 6051 members 
Mstep: Class 36 contains 4451 members 
Mstep: Class 37 contains 167993 members 
Mstep: Class 38 contains 11503 members 
Mstep: Class 39 contains 2358 members 
Mstep: Class 40 contains 110335 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7650 members 
Mstep: Class 43 contains 29414 members 
Mstep: Class 44 contains 1942 members 
Mstep: Class 45 contains 16948 members 
Mstep: Class 46 contains 17344 members 
Mstep: Class 47 contains 68259 members 
Mstep: Class 48 contains 3275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 111104.703125
Iteration 130Q: 49 clusters Score -1.540651e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 13302 members 
Mstep: Class 3 contains 23499 members 
Mstep: Class 4 contains 53553 members 
Mstep: Class 5 contains 32125 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 72892 members 
Mstep: Class 8 contains 117213 members 
Mstep: Class 9 contains 7139 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 18799 members 
Mstep: Class 14 contains 9213 members 
Mstep: Class 15 contains 190508 members 
Mstep: Class 16 contains 31515 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 30108 members 
Mstep: Class 19 contains 36481 members 
Mstep: Class 20 contains 155263 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 3600 members 
Mstep: Class 23 contains 1502 members 
Mstep: Class 24 contains 10936 members 
Mstep: Class 25 contains 5909 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4076 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80149 members 
Mstep: Class 30 contains 5794 members 
Mstep: Class 31 contains 92515 members 
Mstep: Class 32 contains 3161 members 
Mstep: Class 33 contains 2771 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 6022 members 
Mstep: Class 36 contains 4453 members 
Mstep: Class 37 contains 168051 members 
Mstep: Class 38 contains 11502 members 
Mstep: Class 39 contains 2352 members 
Mstep: Class 40 contains 110426 members 
Mstep: Class 41 contains 1282 members 
Mstep: Class 42 contains 7649 members 
Mstep: Class 43 contains 29451 members 
Mstep: Class 44 contains 1941 members 
Mstep: Class 45 contains 16970 members 
Mstep: Class 46 contains 17582 members 
Mstep: Class 47 contains 68198 members 
Mstep: Class 48 contains 3281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 111104.703125
Iteration 131Q: 49 clusters Score -1.540651e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 13249 members 
Mstep: Class 3 contains 23384 members 
Mstep: Class 4 contains 53536 members 
Mstep: Class 5 contains 32018 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 72887 members 
Mstep: Class 8 contains 117306 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 18737 members 
Mstep: Class 14 contains 9224 members 
Mstep: Class 15 contains 190554 members 
Mstep: Class 16 contains 31506 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 30095 members 
Mstep: Class 19 contains 36540 members 
Mstep: Class 20 contains 155279 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 1510 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 5884 members 
Mstep: Class 26 contains 5242 members 
Mstep: Class 27 contains 4079 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80137 members 
Mstep: Class 30 contains 5783 members 
Mstep: Class 31 contains 92489 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 2777 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 5993 members 
Mstep: Class 36 contains 4454 members 
Mstep: Class 37 contains 168076 members 
Mstep: Class 38 contains 11504 members 
Mstep: Class 39 contains 2350 members 
Mstep: Class 40 contains 110527 members 
Mstep: Class 41 contains 1284 members 
Mstep: Class 42 contains 7649 members 
Mstep: Class 43 contains 29484 members 
Mstep: Class 44 contains 1937 members 
Mstep: Class 45 contains 17001 members 
Mstep: Class 46 contains 17810 members 
Mstep: Class 47 contains 68119 members 
Mstep: Class 48 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065584.000000 Penalty: 111104.703125
Iteration 132Q: 49 clusters Score -1.540656e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 23280 members 
Mstep: Class 4 contains 53525 members 
Mstep: Class 5 contains 31927 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 72873 members 
Mstep: Class 8 contains 117395 members 
Mstep: Class 9 contains 7084 members 
Mstep: Class 10 contains 15357 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 18666 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 15 contains 190604 members 
Mstep: Class 16 contains 31489 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 30078 members 
Mstep: Class 19 contains 36594 members 
Mstep: Class 20 contains 155291 members 
Mstep: Class 21 contains 8160 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 10922 members 
Mstep: Class 25 contains 5881 members 
Mstep: Class 26 contains 5242 members 
Mstep: Class 27 contains 4082 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80133 members 
Mstep: Class 30 contains 5765 members 
Mstep: Class 31 contains 92477 members 
Mstep: Class 32 contains 3155 members 
Mstep: Class 33 contains 2777 members 
Mstep: Class 34 contains 1876 members 
Mstep: Class 35 contains 5990 members 
Mstep: Class 36 contains 4462 members 
Mstep: Class 37 contains 168095 members 
Mstep: Class 38 contains 11504 members 
Mstep: Class 39 contains 2350 members 
Mstep: Class 40 contains 110615 members 
Mstep: Class 41 contains 1284 members 
Mstep: Class 42 contains 7648 members 
Mstep: Class 43 contains 29507 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17012 members 
Mstep: Class 46 contains 18016 members 
Mstep: Class 47 contains 68044 members 
Mstep: Class 48 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065408.000000 Penalty: 111104.703125
Iteration 133Q: 49 clusters Score -1.540654e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 13126 members 
Mstep: Class 3 contains 23185 members 
Mstep: Class 4 contains 53523 members 
Mstep: Class 5 contains 31843 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 72860 members 
Mstep: Class 8 contains 117450 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 15352 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 18596 members 
Mstep: Class 14 contains 9248 members 
Mstep: Class 15 contains 190686 members 
Mstep: Class 16 contains 31489 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 30074 members 
Mstep: Class 19 contains 36647 members 
Mstep: Class 20 contains 155271 members 
Mstep: Class 21 contains 8163 members 
Mstep: Class 22 contains 3561 members 
Mstep: Class 23 contains 1522 members 
Mstep: Class 24 contains 10909 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4088 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80120 members 
Mstep: Class 30 contains 5743 members 
Mstep: Class 31 contains 92471 members 
Mstep: Class 32 contains 3150 members 
Mstep: Class 33 contains 2776 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 5972 members 
Mstep: Class 36 contains 4465 members 
Mstep: Class 37 contains 168126 members 
Mstep: Class 38 contains 11504 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 110694 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 7644 members 
Mstep: Class 43 contains 29528 members 
Mstep: Class 44 contains 1938 members 
Mstep: Class 45 contains 17031 members 
Mstep: Class 46 contains 18210 members 
Mstep: Class 47 contains 68000 members 
Mstep: Class 48 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065568.000000 Penalty: 111104.703125
Iteration 134Q: 49 clusters Score -1.540656e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 13064 members 
Mstep: Class 3 contains 23076 members 
Mstep: Class 4 contains 53515 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 72862 members 
Mstep: Class 8 contains 117518 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 18536 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 190734 members 
Mstep: Class 16 contains 31474 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 30066 members 
Mstep: Class 19 contains 36712 members 
Mstep: Class 20 contains 155281 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 1526 members 
Mstep: Class 24 contains 10895 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4085 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80117 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 92474 members 
Mstep: Class 32 contains 3147 members 
Mstep: Class 33 contains 2778 members 
Mstep: Class 34 contains 1873 members 
Mstep: Class 35 contains 5958 members 
Mstep: Class 36 contains 4471 members 
Mstep: Class 37 contains 168113 members 
Mstep: Class 38 contains 11505 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 110769 members 
Mstep: Class 41 contains 1284 members 
Mstep: Class 42 contains 7642 members 
Mstep: Class 43 contains 29552 members 
Mstep: Class 44 contains 1931 members 
Mstep: Class 45 contains 17028 members 
Mstep: Class 46 contains 18386 members 
Mstep: Class 47 contains 67972 members 
Mstep: Class 48 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065616.000000 Penalty: 111104.703125
Iteration 135Q: 49 clusters Score -1.540656e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 13010 members 
Mstep: Class 3 contains 23000 members 
Mstep: Class 4 contains 53510 members 
Mstep: Class 5 contains 31730 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 72866 members 
Mstep: Class 8 contains 117578 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 9271 members 
Mstep: Class 15 contains 190753 members 
Mstep: Class 16 contains 31453 members 
Mstep: Class 17 contains 6053 members 
Mstep: Class 18 contains 30062 members 
Mstep: Class 19 contains 36786 members 
Mstep: Class 20 contains 155235 members 
Mstep: Class 21 contains 8167 members 
Mstep: Class 22 contains 3512 members 
Mstep: Class 23 contains 1534 members 
Mstep: Class 24 contains 10890 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 4088 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80115 members 
Mstep: Class 30 contains 5719 members 
Mstep: Class 31 contains 92468 members 
Mstep: Class 32 contains 3145 members 
Mstep: Class 33 contains 2781 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 5951 members 
Mstep: Class 36 contains 4481 members 
Mstep: Class 37 contains 168157 members 
Mstep: Class 38 contains 11506 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 110831 members 
Mstep: Class 41 contains 1284 members 
Mstep: Class 42 contains 7641 members 
Mstep: Class 43 contains 29567 members 
Mstep: Class 44 contains 1919 members 
Mstep: Class 45 contains 17038 members 
Mstep: Class 46 contains 18539 members 
Mstep: Class 47 contains 67940 members 
Mstep: Class 48 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065728.000000 Penalty: 111104.703125
Iteration 136Q: 49 clusters Score -1.540657e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 22910 members 
Mstep: Class 4 contains 53500 members 
Mstep: Class 5 contains 31669 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 72873 members 
Mstep: Class 8 contains 117655 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 15327 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 9287 members 
Mstep: Class 15 contains 190758 members 
Mstep: Class 16 contains 31442 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 30050 members 
Mstep: Class 19 contains 36839 members 
Mstep: Class 20 contains 155193 members 
Mstep: Class 21 contains 8170 members 
Mstep: Class 22 contains 3488 members 
Mstep: Class 23 contains 1540 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 5240 members 
Mstep: Class 27 contains 4090 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80117 members 
Mstep: Class 30 contains 5709 members 
Mstep: Class 31 contains 92471 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 2785 members 
Mstep: Class 34 contains 1879 members 
Mstep: Class 35 contains 5925 members 
Mstep: Class 36 contains 4492 members 
Mstep: Class 37 contains 168217 members 
Mstep: Class 38 contains 11507 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 110896 members 
Mstep: Class 41 contains 1282 members 
Mstep: Class 42 contains 7642 members 
Mstep: Class 43 contains 29583 members 
Mstep: Class 44 contains 1916 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 18670 members 
Mstep: Class 47 contains 67910 members 
Mstep: Class 48 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065952.000000 Penalty: 111104.703125
Iteration 137Q: 49 clusters Score -1.54066e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 22834 members 
Mstep: Class 4 contains 53492 members 
Mstep: Class 5 contains 31628 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 72885 members 
Mstep: Class 8 contains 117711 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 10 contains 15325 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 18401 members 
Mstep: Class 14 contains 9304 members 
Mstep: Class 15 contains 190760 members 
Mstep: Class 16 contains 31422 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 30046 members 
Mstep: Class 19 contains 36890 members 
Mstep: Class 20 contains 155153 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 3454 members 
Mstep: Class 23 contains 1547 members 
Mstep: Class 24 contains 10883 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 5240 members 
Mstep: Class 27 contains 4094 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80124 members 
Mstep: Class 30 contains 5698 members 
Mstep: Class 31 contains 92466 members 
Mstep: Class 32 contains 3133 members 
Mstep: Class 33 contains 2787 members 
Mstep: Class 34 contains 1884 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 4504 members 
Mstep: Class 37 contains 168267 members 
Mstep: Class 38 contains 11506 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 110931 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7647 members 
Mstep: Class 43 contains 29593 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17061 members 
Mstep: Class 46 contains 18792 members 
Mstep: Class 47 contains 67896 members 
Mstep: Class 48 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066096.000000 Penalty: 111104.703125
Iteration 138Q: 49 clusters Score -1.540661e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 12851 members 
Mstep: Class 3 contains 22771 members 
Mstep: Class 4 contains 53485 members 
Mstep: Class 5 contains 31592 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 72889 members 
Mstep: Class 8 contains 117765 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 18353 members 
Mstep: Class 14 contains 9317 members 
Mstep: Class 15 contains 190786 members 
Mstep: Class 16 contains 31401 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 30045 members 
Mstep: Class 19 contains 36930 members 
Mstep: Class 20 contains 155118 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 3424 members 
Mstep: Class 23 contains 1557 members 
Mstep: Class 24 contains 10879 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 5240 members 
Mstep: Class 27 contains 4096 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 80127 members 
Mstep: Class 30 contains 5693 members 
Mstep: Class 31 contains 92474 members 
Mstep: Class 32 contains 3130 members 
Mstep: Class 33 contains 2791 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 5911 members 
Mstep: Class 36 contains 4508 members 
Mstep: Class 37 contains 168317 members 
Mstep: Class 38 contains 11508 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 110973 members 
Mstep: Class 41 contains 1282 members 
Mstep: Class 42 contains 7648 members 
Mstep: Class 43 contains 29591 members 
Mstep: Class 44 contains 1914 members 
Mstep: Class 45 contains 17057 members 
Mstep: Class 46 contains 18906 members 
Mstep: Class 47 contains 67871 members 
Mstep: Class 48 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065856.000000 Penalty: 111104.703125
Iteration 139Q: 49 clusters Score -1.540659e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 12793 members 
Mstep: Class 3 contains 22686 members 
Mstep: Class 4 contains 53476 members 
Mstep: Class 5 contains 31516 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 72894 members 
Mstep: Class 8 contains 117826 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15326 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 18322 members 
Mstep: Class 14 contains 9331 members 
Mstep: Class 15 contains 190804 members 
Mstep: Class 16 contains 31378 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 30041 members 
Mstep: Class 19 contains 36984 members 
Mstep: Class 20 contains 155081 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 3410 members 
Mstep: Class 23 contains 1565 members 
Mstep: Class 24 contains 10880 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 5240 members 
Mstep: Class 27 contains 4098 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 80132 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 92490 members 
Mstep: Class 32 contains 3128 members 
Mstep: Class 33 contains 2791 members 
Mstep: Class 34 contains 1892 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 4510 members 
Mstep: Class 37 contains 168359 members 
Mstep: Class 38 contains 11510 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 111014 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7649 members 
Mstep: Class 43 contains 29597 members 
Mstep: Class 44 contains 1913 members 
Mstep: Class 45 contains 17059 members 
Mstep: Class 46 contains 19020 members 
Mstep: Class 47 contains 67857 members 
Mstep: Class 48 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066256.000000 Penalty: 111104.703125
Iteration 140F: 49 clusters Score -1.540663e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 22603 members 
Mstep: Class 4 contains 53472 members 
Mstep: Class 5 contains 31456 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 72877 members 
Mstep: Class 8 contains 117872 members 
Mstep: Class 9 contains 7036 members 
Mstep: Class 10 contains 15330 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 18290 members 
Mstep: Class 14 contains 9341 members 
Mstep: Class 15 contains 190841 members 
Mstep: Class 16 contains 31351 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 30038 members 
Mstep: Class 19 contains 37025 members 
Mstep: Class 20 contains 155022 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 1572 members 
Mstep: Class 24 contains 10880 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 5240 members 
Mstep: Class 27 contains 4097 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80136 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 92519 members 
Mstep: Class 32 contains 3125 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 1892 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 4516 members 
Mstep: Class 37 contains 168411 members 
Mstep: Class 38 contains 11510 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 111045 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 7647 members 
Mstep: Class 43 contains 29610 members 
Mstep: Class 44 contains 1918 members 
Mstep: Class 45 contains 17065 members 
Mstep: Class 46 contains 19120 members 
Mstep: Class 47 contains 67826 members 
Mstep: Class 48 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066288.000000 Penalty: 111104.703125
Iteration 141Q: 49 clusters Score -1.540663e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 22536 members 
Mstep: Class 4 contains 53471 members 
Mstep: Class 5 contains 31413 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 72866 members 
Mstep: Class 8 contains 117899 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 15333 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 18266 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 190856 members 
Mstep: Class 16 contains 31301 members 
Mstep: Class 17 contains 6014 members 
Mstep: Class 18 contains 30040 members 
Mstep: Class 19 contains 37064 members 
Mstep: Class 20 contains 154999 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 3368 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4099 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 80139 members 
Mstep: Class 30 contains 5655 members 
Mstep: Class 31 contains 92566 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 2795 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 6019 members 
Mstep: Class 36 contains 4521 members 
Mstep: Class 37 contains 168445 members 
Mstep: Class 38 contains 11510 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 111089 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 7643 members 
Mstep: Class 43 contains 29610 members 
Mstep: Class 44 contains 1916 members 
Mstep: Class 45 contains 17074 members 
Mstep: Class 46 contains 19208 members 
Mstep: Class 47 contains 67775 members 
Mstep: Class 48 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066416.000000 Penalty: 111104.703125
Iteration 142Q: 49 clusters Score -1.540664e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 12644 members 
Mstep: Class 3 contains 22448 members 
Mstep: Class 4 contains 53470 members 
Mstep: Class 5 contains 31379 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 72852 members 
Mstep: Class 8 contains 117923 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 18250 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 190889 members 
Mstep: Class 16 contains 31248 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 30042 members 
Mstep: Class 19 contains 37099 members 
Mstep: Class 20 contains 154957 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 3350 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 10866 members 
Mstep: Class 25 contains 5786 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4102 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80149 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 92623 members 
Mstep: Class 32 contains 3121 members 
Mstep: Class 33 contains 2800 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 6116 members 
Mstep: Class 36 contains 4532 members 
Mstep: Class 37 contains 168486 members 
Mstep: Class 38 contains 11510 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 111158 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29618 members 
Mstep: Class 44 contains 1913 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19267 members 
Mstep: Class 47 contains 67686 members 
Mstep: Class 48 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066640.000000 Penalty: 111104.703125
Iteration 143Q: 49 clusters Score -1.540666e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 12601 members 
Mstep: Class 3 contains 22383 members 
Mstep: Class 4 contains 53462 members 
Mstep: Class 5 contains 31339 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 72844 members 
Mstep: Class 8 contains 117952 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 15342 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 18228 members 
Mstep: Class 14 contains 9368 members 
Mstep: Class 15 contains 190944 members 
Mstep: Class 16 contains 31185 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 30033 members 
Mstep: Class 19 contains 37138 members 
Mstep: Class 20 contains 154924 members 
Mstep: Class 21 contains 8205 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 10864 members 
Mstep: Class 25 contains 5768 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4102 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80168 members 
Mstep: Class 30 contains 5617 members 
Mstep: Class 31 contains 92663 members 
Mstep: Class 32 contains 3120 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 4541 members 
Mstep: Class 37 contains 168521 members 
Mstep: Class 38 contains 11509 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 111187 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 7628 members 
Mstep: Class 43 contains 29630 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17076 members 
Mstep: Class 46 contains 19319 members 
Mstep: Class 47 contains 67604 members 
Mstep: Class 48 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066592.000000 Penalty: 111104.703125
Iteration 144Q: 49 clusters Score -1.540666e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 12564 members 
Mstep: Class 3 contains 22333 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 31300 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 72837 members 
Mstep: Class 8 contains 117977 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 15357 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 18206 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 15 contains 191002 members 
Mstep: Class 16 contains 31124 members 
Mstep: Class 17 contains 5908 members 
Mstep: Class 18 contains 30028 members 
Mstep: Class 19 contains 37175 members 
Mstep: Class 20 contains 154886 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 1609 members 
Mstep: Class 24 contains 10863 members 
Mstep: Class 25 contains 5744 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4105 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80183 members 
Mstep: Class 30 contains 5604 members 
Mstep: Class 31 contains 92682 members 
Mstep: Class 32 contains 3119 members 
Mstep: Class 33 contains 2807 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 6309 members 
Mstep: Class 36 contains 4547 members 
Mstep: Class 37 contains 168551 members 
Mstep: Class 38 contains 11507 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 111213 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7629 members 
Mstep: Class 43 contains 29641 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17083 members 
Mstep: Class 46 contains 19369 members 
Mstep: Class 47 contains 67514 members 
Mstep: Class 48 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066480.000000 Penalty: 111104.703125
Iteration 145Q: 49 clusters Score -1.540665e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 12535 members 
Mstep: Class 3 contains 22293 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 31278 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 72838 members 
Mstep: Class 8 contains 118006 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 18177 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 191037 members 
Mstep: Class 16 contains 31074 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 30024 members 
Mstep: Class 19 contains 37219 members 
Mstep: Class 20 contains 154854 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 1622 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 5729 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4107 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80204 members 
Mstep: Class 30 contains 5598 members 
Mstep: Class 31 contains 92708 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 2810 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 6398 members 
Mstep: Class 36 contains 4552 members 
Mstep: Class 37 contains 168569 members 
Mstep: Class 38 contains 11504 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 111233 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29646 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17082 members 
Mstep: Class 46 contains 19417 members 
Mstep: Class 47 contains 67425 members 
Mstep: Class 48 contains 3298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066816.000000 Penalty: 111104.703125
Iteration 146Q: 49 clusters Score -1.540668e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 12492 members 
Mstep: Class 3 contains 22243 members 
Mstep: Class 4 contains 53443 members 
Mstep: Class 5 contains 31268 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 72831 members 
Mstep: Class 8 contains 118030 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 9441 members 
Mstep: Class 15 contains 191083 members 
Mstep: Class 16 contains 31019 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 30015 members 
Mstep: Class 19 contains 37255 members 
Mstep: Class 20 contains 154862 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 1627 members 
Mstep: Class 24 contains 10863 members 
Mstep: Class 25 contains 5720 members 
Mstep: Class 26 contains 5238 members 
Mstep: Class 27 contains 4111 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80218 members 
Mstep: Class 30 contains 5595 members 
Mstep: Class 31 contains 92751 members 
Mstep: Class 32 contains 3112 members 
Mstep: Class 33 contains 2814 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 6515 members 
Mstep: Class 36 contains 4557 members 
Mstep: Class 37 contains 168564 members 
Mstep: Class 38 contains 11505 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 111240 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29651 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17084 members 
Mstep: Class 46 contains 19464 members 
Mstep: Class 47 contains 67320 members 
Mstep: Class 48 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066960.000000 Penalty: 111104.703125
Iteration 147Q: 49 clusters Score -1.54067e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 12447 members 
Mstep: Class 3 contains 22220 members 
Mstep: Class 4 contains 53436 members 
Mstep: Class 5 contains 31263 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 72825 members 
Mstep: Class 8 contains 118051 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 15363 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 18112 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 191122 members 
Mstep: Class 16 contains 30965 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 30006 members 
Mstep: Class 19 contains 37278 members 
Mstep: Class 20 contains 154858 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 10863 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4111 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80236 members 
Mstep: Class 30 contains 5589 members 
Mstep: Class 31 contains 92770 members 
Mstep: Class 32 contains 3109 members 
Mstep: Class 33 contains 2815 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 6616 members 
Mstep: Class 36 contains 4561 members 
Mstep: Class 37 contains 168576 members 
Mstep: Class 38 contains 11506 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 111250 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 7628 members 
Mstep: Class 43 contains 29667 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17082 members 
Mstep: Class 46 contains 19501 members 
Mstep: Class 47 contains 67219 members 
Mstep: Class 48 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067088.000000 Penalty: 111104.703125
Iteration 148Q: 49 clusters Score -1.540671e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 12413 members 
Mstep: Class 3 contains 22201 members 
Mstep: Class 4 contains 53428 members 
Mstep: Class 5 contains 31243 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 72821 members 
Mstep: Class 8 contains 118076 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 18083 members 
Mstep: Class 14 contains 9472 members 
Mstep: Class 15 contains 191178 members 
Mstep: Class 16 contains 30912 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 29992 members 
Mstep: Class 19 contains 37293 members 
Mstep: Class 20 contains 154866 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 10856 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4112 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 80259 members 
Mstep: Class 30 contains 5581 members 
Mstep: Class 31 contains 92793 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 2815 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 6706 members 
Mstep: Class 36 contains 4563 members 
Mstep: Class 37 contains 168567 members 
Mstep: Class 38 contains 11508 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 111283 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7627 members 
Mstep: Class 43 contains 29665 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17077 members 
Mstep: Class 46 contains 19531 members 
Mstep: Class 47 contains 67123 members 
Mstep: Class 48 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067184.000000 Penalty: 111104.703125
Iteration 149Q: 49 clusters Score -1.540672e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 12378 members 
Mstep: Class 3 contains 22181 members 
Mstep: Class 4 contains 53427 members 
Mstep: Class 5 contains 31213 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 72817 members 
Mstep: Class 8 contains 118090 members 
Mstep: Class 9 contains 7022 members 
Mstep: Class 10 contains 15394 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 18051 members 
Mstep: Class 14 contains 9479 members 
Mstep: Class 15 contains 191249 members 
Mstep: Class 16 contains 30887 members 
Mstep: Class 17 contains 5817 members 
Mstep: Class 18 contains 29985 members 
Mstep: Class 19 contains 37315 members 
Mstep: Class 20 contains 154837 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 5239 members 
Mstep: Class 27 contains 4114 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 80269 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 92813 members 
Mstep: Class 32 contains 3101 members 
Mstep: Class 33 contains 2816 members 
Mstep: Class 34 contains 1906 members 
Mstep: Class 35 contains 6762 members 
Mstep: Class 36 contains 4566 members 
Mstep: Class 37 contains 168595 members 
Mstep: Class 38 contains 11507 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 111310 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7622 members 
Mstep: Class 43 contains 29674 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17078 members 
Mstep: Class 46 contains 19563 members 
Mstep: Class 47 contains 67024 members 
Mstep: Class 48 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067008.000000 Penalty: 111104.703125
Iteration 150Q: 49 clusters Score -1.54067e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 12336 members 
Mstep: Class 3 contains 22184 members 
Mstep: Class 4 contains 53425 members 
Mstep: Class 5 contains 31187 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 72830 members 
Mstep: Class 8 contains 118116 members 
Mstep: Class 9 contains 7020 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 18002 members 
Mstep: Class 14 contains 9482 members 
Mstep: Class 15 contains 191291 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 29982 members 
Mstep: Class 19 contains 37349 members 
Mstep: Class 20 contains 154834 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3260 members 
Mstep: Class 23 contains 1632 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 5664 members 
Mstep: Class 26 contains 5238 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 80276 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 92817 members 
Mstep: Class 32 contains 3096 members 
Mstep: Class 33 contains 2814 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 6820 members 
Mstep: Class 36 contains 4569 members 
Mstep: Class 37 contains 168605 members 
Mstep: Class 38 contains 11509 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 111322 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7625 members 
Mstep: Class 43 contains 29688 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17073 members 
Mstep: Class 46 contains 19598 members 
Mstep: Class 47 contains 66948 members 
Mstep: Class 48 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067088.000000 Penalty: 111104.703125
Iteration 151Q: 49 clusters Score -1.540671e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 12304 members 
Mstep: Class 3 contains 22194 members 
Mstep: Class 4 contains 53421 members 
Mstep: Class 5 contains 31166 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 72834 members 
Mstep: Class 8 contains 118145 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 17953 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 191341 members 
Mstep: Class 16 contains 30815 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 29980 members 
Mstep: Class 19 contains 37381 members 
Mstep: Class 20 contains 154832 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 5647 members 
Mstep: Class 26 contains 5237 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 80282 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 92834 members 
Mstep: Class 32 contains 3095 members 
Mstep: Class 33 contains 2813 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 6879 members 
Mstep: Class 36 contains 4574 members 
Mstep: Class 37 contains 168611 members 
Mstep: Class 38 contains 11511 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 111347 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7626 members 
Mstep: Class 43 contains 29700 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17070 members 
Mstep: Class 46 contains 19621 members 
Mstep: Class 47 contains 66860 members 
Mstep: Class 48 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067216.000000 Penalty: 111104.703125
Iteration 152Q: 49 clusters Score -1.540672e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 12287 members 
Mstep: Class 3 contains 22182 members 
Mstep: Class 4 contains 53423 members 
Mstep: Class 5 contains 31156 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 72832 members 
Mstep: Class 8 contains 118166 members 
Mstep: Class 9 contains 7017 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 9502 members 
Mstep: Class 15 contains 191373 members 
Mstep: Class 16 contains 30787 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 29979 members 
Mstep: Class 19 contains 37393 members 
Mstep: Class 20 contains 154793 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 3236 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 10872 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 4123 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 80286 members 
Mstep: Class 30 contains 5579 members 
Mstep: Class 31 contains 92856 members 
Mstep: Class 32 contains 3093 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 6945 members 
Mstep: Class 36 contains 4587 members 
Mstep: Class 37 contains 168655 members 
Mstep: Class 38 contains 11511 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 111369 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7628 members 
Mstep: Class 43 contains 29702 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17070 members 
Mstep: Class 46 contains 19643 members 
Mstep: Class 47 contains 66782 members 
Mstep: Class 48 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 153Q: 49 clusters Score -1.540674e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 12261 members 
Mstep: Class 3 contains 22147 members 
Mstep: Class 4 contains 53428 members 
Mstep: Class 5 contains 31147 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 72831 members 
Mstep: Class 8 contains 118180 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 17859 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 191392 members 
Mstep: Class 16 contains 30757 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 29977 members 
Mstep: Class 19 contains 37416 members 
Mstep: Class 20 contains 154758 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 1639 members 
Mstep: Class 24 contains 10873 members 
Mstep: Class 25 contains 5614 members 
Mstep: Class 26 contains 5236 members 
Mstep: Class 27 contains 4125 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 80296 members 
Mstep: Class 30 contains 5578 members 
Mstep: Class 31 contains 92907 members 
Mstep: Class 32 contains 3093 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 6988 members 
Mstep: Class 36 contains 4593 members 
Mstep: Class 37 contains 168706 members 
Mstep: Class 38 contains 11512 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 111385 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29700 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17070 members 
Mstep: Class 46 contains 19664 members 
Mstep: Class 47 contains 66723 members 
Mstep: Class 48 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 154Q: 49 clusters Score -1.540676e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 53432 members 
Mstep: Class 5 contains 31139 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 72830 members 
Mstep: Class 8 contains 118196 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 17813 members 
Mstep: Class 14 contains 9543 members 
Mstep: Class 15 contains 191407 members 
Mstep: Class 16 contains 30721 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 29976 members 
Mstep: Class 19 contains 37436 members 
Mstep: Class 20 contains 154739 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 3218 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 10863 members 
Mstep: Class 25 contains 5601 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4126 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80298 members 
Mstep: Class 30 contains 5577 members 
Mstep: Class 31 contains 92947 members 
Mstep: Class 32 contains 3092 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 7020 members 
Mstep: Class 36 contains 4596 members 
Mstep: Class 37 contains 168764 members 
Mstep: Class 38 contains 11514 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 111411 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29701 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17067 members 
Mstep: Class 46 contains 19682 members 
Mstep: Class 47 contains 66676 members 
Mstep: Class 48 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 155Q: 49 clusters Score -1.540678e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 22089 members 
Mstep: Class 4 contains 53434 members 
Mstep: Class 5 contains 31126 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 72818 members 
Mstep: Class 8 contains 118213 members 
Mstep: Class 9 contains 7022 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 17766 members 
Mstep: Class 14 contains 9557 members 
Mstep: Class 15 contains 191428 members 
Mstep: Class 16 contains 30703 members 
Mstep: Class 17 contains 5717 members 
Mstep: Class 18 contains 29976 members 
Mstep: Class 19 contains 37460 members 
Mstep: Class 20 contains 154720 members 
Mstep: Class 21 contains 8220 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 5589 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4124 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80295 members 
Mstep: Class 30 contains 5577 members 
Mstep: Class 31 contains 92961 members 
Mstep: Class 32 contains 3092 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7061 members 
Mstep: Class 36 contains 4598 members 
Mstep: Class 37 contains 168824 members 
Mstep: Class 38 contains 11515 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 111412 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29712 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17073 members 
Mstep: Class 46 contains 19702 members 
Mstep: Class 47 contains 66641 members 
Mstep: Class 48 contains 3286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067904.000000 Penalty: 111104.703125
Iteration 156Q: 49 clusters Score -1.540679e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 22075 members 
Mstep: Class 4 contains 53432 members 
Mstep: Class 5 contains 31118 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 72814 members 
Mstep: Class 8 contains 118228 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 17724 members 
Mstep: Class 14 contains 9578 members 
Mstep: Class 15 contains 191442 members 
Mstep: Class 16 contains 30698 members 
Mstep: Class 17 contains 5717 members 
Mstep: Class 18 contains 29970 members 
Mstep: Class 19 contains 37475 members 
Mstep: Class 20 contains 154718 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 3204 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 5581 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4123 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80287 members 
Mstep: Class 30 contains 5577 members 
Mstep: Class 31 contains 92978 members 
Mstep: Class 32 contains 3091 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7083 members 
Mstep: Class 36 contains 4597 members 
Mstep: Class 37 contains 168861 members 
Mstep: Class 38 contains 11516 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 111413 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29712 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17076 members 
Mstep: Class 46 contains 19724 members 
Mstep: Class 47 contains 66605 members 
Mstep: Class 48 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067984.000000 Penalty: 111104.703125
Iteration 157Q: 49 clusters Score -1.54068e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 12182 members 
Mstep: Class 3 contains 22068 members 
Mstep: Class 4 contains 53435 members 
Mstep: Class 5 contains 31108 members 
Mstep: Class 6 contains 3357 members 
Mstep: Class 7 contains 72811 members 
Mstep: Class 8 contains 118236 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 17673 members 
Mstep: Class 14 contains 9597 members 
Mstep: Class 15 contains 191440 members 
Mstep: Class 16 contains 30680 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 29965 members 
Mstep: Class 19 contains 37490 members 
Mstep: Class 20 contains 154735 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3197 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 5573 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4120 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80287 members 
Mstep: Class 30 contains 5575 members 
Mstep: Class 31 contains 92995 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7101 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168889 members 
Mstep: Class 38 contains 11516 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111428 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7629 members 
Mstep: Class 43 contains 29716 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17077 members 
Mstep: Class 46 contains 19749 members 
Mstep: Class 47 contains 66580 members 
Mstep: Class 48 contains 3280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067648.000000 Penalty: 111104.703125
Iteration 158Q: 49 clusters Score -1.540676e+08 nChanged 605
Entering ConstructFrom: 
Score: -154067648.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Entering Unmasked Estep 
Score: -3601695.750000 Penalty: 1702.444824
	Iteration 0F: 2 clusters Score -3601696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3577927.750000 Penalty: 3404.889648
	Iteration 0F: 3 clusters Score -3577928 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3586891.000000 Penalty: 3404.889648
	Iteration 1F: 3 clusters Score -3586891 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3587458.500000 Penalty: 3404.889648
	Iteration 2Q: 3 clusters Score -3587458 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3588122.750000 Penalty: 3404.889648
	Iteration 3Q: 3 clusters Score -3588123 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3589123.000000 Penalty: 3404.889648
	Iteration 4F: 3 clusters Score -3589123 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3590667.250000 Penalty: 3404.889648
	Iteration 5F: 3 clusters Score -3590667 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3592721.000000 Penalty: 3404.889648
	Iteration 6F: 3 clusters Score -3592721 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3594789.250000 Penalty: 3404.889648
	Iteration 7F: 3 clusters Score -3594789 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3596540.250000 Penalty: 3404.889648
	Iteration 8F: 3 clusters Score -3596540 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3597739.000000 Penalty: 3404.889648
	Iteration 9Q: 3 clusters Score -3597739 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3598529.000000 Penalty: 3404.889648
	Iteration 10Q: 3 clusters Score -3598529 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3599086.750000 Penalty: 3404.889648
	Iteration 11Q: 3 clusters Score -3599087 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3599471.500000 Penalty: 3404.889648
	Iteration 12Q: 3 clusters Score -3599472 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3599684.500000 Penalty: 3404.889648
	Iteration 13Q: 3 clusters Score -3599684 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3599845.000000 Penalty: 3404.889648
	Iteration 14Q: 3 clusters Score -3599845 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3599953.000000 Penalty: 3404.889648
	Iteration 15Q: 3 clusters Score -3599953 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3600015.750000 Penalty: 3404.889648
	Iteration 16Q: 3 clusters Score -3600016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3600094.500000 Penalty: 3404.889648
	Iteration 17Q: 3 clusters Score -3600094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3600110.000000 Penalty: 3404.889648
	Iteration 18Q: 3 clusters Score -3600110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3600132.500000 Penalty: 3404.889648
	Iteration 19Q: 3 clusters Score -3600132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3600144.750000 Penalty: 3404.889648
	Iteration 20F: 3 clusters Score -3600145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3600153.500000 Penalty: 3404.889648
	Iteration 21Q: 3 clusters Score -3600154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3600171.750000 Penalty: 3404.889648
	Iteration 22Q: 3 clusters Score -3600172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3600177.250000 Penalty: 3404.889648
	Iteration 23Q: 3 clusters Score -3600177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3600196.750000 Penalty: 3404.889648
	Iteration 24Q: 3 clusters Score -3600197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3600207.750000 Penalty: 3404.889648
	Iteration 25Q: 3 clusters Score -3600208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3600214.250000 Penalty: 3404.889648
	Iteration 26Q: 3 clusters Score -3600214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3600214.750000 Penalty: 3404.889648
	Iteration 27Q: 3 clusters Score -3600215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3600212.500000 Penalty: 3404.889648
	Iteration 28Q: 3 clusters Score -3600212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3600208.500000 Penalty: 3404.889648
	Iteration 29Q: 3 clusters Score -3600208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3600218.000000 Penalty: 3404.889648
	Iteration 30Q: 3 clusters Score -3600218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3600227.250000 Penalty: 3404.889648
	Iteration 31Q: 3 clusters Score -3600227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3600231.750000 Penalty: 3404.889648
	Iteration 32Q: 3 clusters Score -3600232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3600222.000000 Penalty: 3404.889648
	Iteration 33Q: 3 clusters Score -3600222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3600231.750000 Penalty: 3404.889648
	Iteration 34Q: 3 clusters Score -3600232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3600224.000000 Penalty: 3404.889648
	Iteration 35Q: 3 clusters Score -3600224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3600223.750000 Penalty: 3404.889648
	Iteration 36Q: 3 clusters Score -3600224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3600227.000000 Penalty: 3404.889648
	Iteration 37Q: 3 clusters Score -3600227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3600232.000000 Penalty: 3404.889648
	Iteration 38Q: 3 clusters Score -3600232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3600234.750000 Penalty: 3404.889648
	Iteration 39Q: 3 clusters Score -3600235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3600232.000000 Penalty: 3404.889648
	Iteration 40F: 3 clusters Score -3600232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3600229.750000 Penalty: 3404.889648
	Iteration 41Q: 3 clusters Score -3600230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3600229.250000 Penalty: 3404.889648
	Iteration 42Q: 3 clusters Score -3600229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3600234.500000 Penalty: 3404.889648
	Iteration 43Q: 3 clusters Score -3600234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3600241.000000 Penalty: 3404.889648
	Iteration 44Q: 3 clusters Score -3600241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3600245.250000 Penalty: 3404.889648
	Iteration 45Q: 3 clusters Score -3600245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3600249.500000 Penalty: 3404.889648
	Iteration 46Q: 3 clusters Score -3600250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3600247.250000 Penalty: 3404.889648
	Iteration 47Q: 3 clusters Score -3600247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3600252.750000 Penalty: 3404.889648
	Iteration 48Q: 3 clusters Score -3600253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3600260.000000 Penalty: 3404.889648
	Iteration 49Q: 3 clusters Score -3600260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3600264.250000 Penalty: 3404.889648
	Iteration 50Q: 3 clusters Score -3600264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3600268.750000 Penalty: 3404.889648
	Iteration 51Q: 3 clusters Score -3600269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3600265.250000 Penalty: 3404.889648
	Iteration 52Q: 3 clusters Score -3600265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3600263.250000 Penalty: 3404.889648
	Iteration 53Q: 3 clusters Score -3600263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3600264.750000 Penalty: 3404.889648
	Iteration 54Q: 3 clusters Score -3600265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3600265.250000 Penalty: 3404.889648
	Iteration 55Q: 3 clusters Score -3600265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3600263.750000 Penalty: 3404.889648
	Iteration 56Q: 3 clusters Score -3600264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3600270.250000 Penalty: 3404.889648
	Iteration 57Q: 3 clusters Score -3600270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3600268.250000 Penalty: 3404.889648
	Iteration 58Q: 3 clusters Score -3600268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3600275.000000 Penalty: 3404.889648
	Iteration 59Q: 3 clusters Score -3600275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3600274.000000 Penalty: 3404.889648
	Iteration 60F: 3 clusters Score -3600274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3600277.250000 Penalty: 3404.889648
	Iteration 61Q: 3 clusters Score -3600277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3600272.000000 Penalty: 3404.889648
	Iteration 62Q: 3 clusters Score -3600272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3600288.250000 Penalty: 3404.889648
	Iteration 63Q: 3 clusters Score -3600288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3600292.750000 Penalty: 3404.889648
	Iteration 64Q: 3 clusters Score -3600293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3600295.750000 Penalty: 3404.889648
	Iteration 65Q: 3 clusters Score -3600296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3600295.500000 Penalty: 3404.889648
	Iteration 66Q: 3 clusters Score -3600296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3600297.750000 Penalty: 3404.889648
	Iteration 67Q: 3 clusters Score -3600298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3600292.750000 Penalty: 3404.889648
	Iteration 68Q: 3 clusters Score -3600293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3600299.000000 Penalty: 3404.889648
	Iteration 69Q: 3 clusters Score -3600299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3600299.500000 Penalty: 3404.889648
	Iteration 70Q: 3 clusters Score -3600300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3600304.750000 Penalty: 3404.889648
	Iteration 71Q: 3 clusters Score -3600305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3600308.500000 Penalty: 3404.889648
	Iteration 72Q: 3 clusters Score -3600308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3600308.250000 Penalty: 3404.889648
	Iteration 73Q: 3 clusters Score -3600308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3600304.500000 Penalty: 3404.889648
	Iteration 74Q: 3 clusters Score -3600304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3600308.750000 Penalty: 3404.889648
	Iteration 75Q: 3 clusters Score -3600309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3600315.250000 Penalty: 3404.889648
	Iteration 76Q: 3 clusters Score -3600315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3600315.000000 Penalty: 3404.889648
	Iteration 77Q: 3 clusters Score -3600315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3600314.750000 Penalty: 3404.889648
	Iteration 78Q: 3 clusters Score -3600315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3600321.250000 Penalty: 3404.889648
	Iteration 79Q: 3 clusters Score -3600321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3600325.500000 Penalty: 3404.889648
	Iteration 80F: 3 clusters Score -3600326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3600333.250000 Penalty: 3404.889648
	Iteration 81Q: 3 clusters Score -3600333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3600330.000000 Penalty: 3404.889648
	Iteration 82Q: 3 clusters Score -3600330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3600334.250000 Penalty: 3404.889648
	Iteration 83Q: 3 clusters Score -3600334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3600341.250000 Penalty: 3404.889648
	Iteration 84Q: 3 clusters Score -3600341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3600359.750000 Penalty: 3404.889648
	Iteration 85Q: 3 clusters Score -3600360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3600382.250000 Penalty: 3404.889648
	Iteration 86Q: 3 clusters Score -3600382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3600418.000000 Penalty: 3404.889648
	Iteration 87Q: 3 clusters Score -3600418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3600452.250000 Penalty: 3404.889648
	Iteration 88Q: 3 clusters Score -3600452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3600487.500000 Penalty: 3404.889648
	Iteration 89Q: 3 clusters Score -3600488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3600524.750000 Penalty: 3404.889648
	Iteration 90Q: 3 clusters Score -3600525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3600548.250000 Penalty: 3404.889648
	Iteration 91Q: 3 clusters Score -3600548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3600575.000000 Penalty: 3404.889648
	Iteration 92Q: 3 clusters Score -3600575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3600591.000000 Penalty: 3404.889648
	Iteration 93Q: 3 clusters Score -3600591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3600609.750000 Penalty: 3404.889648
	Iteration 94Q: 3 clusters Score -3600610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3600619.500000 Penalty: 3404.889648
	Iteration 95Q: 3 clusters Score -3600620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3600636.000000 Penalty: 3404.889648
	Iteration 96Q: 3 clusters Score -3600636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3600639.500000 Penalty: 3404.889648
	Iteration 97Q: 3 clusters Score -3600640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3600668.750000 Penalty: 3404.889648
	Iteration 98Q: 3 clusters Score -3600669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3600677.250000 Penalty: 3404.889648
	Iteration 99Q: 3 clusters Score -3600677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3600686.000000 Penalty: 3404.889648
	Iteration 100F: 3 clusters Score -3600686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3600695.750000 Penalty: 3404.889648
	Iteration 101Q: 3 clusters Score -3600696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3600706.750000 Penalty: 3404.889648
	Iteration 102Q: 3 clusters Score -3600707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3600711.000000 Penalty: 3404.889648
	Iteration 103Q: 3 clusters Score -3600711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3600720.250000 Penalty: 3404.889648
	Iteration 104Q: 3 clusters Score -3600720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3600724.000000 Penalty: 3404.889648
	Iteration 105Q: 3 clusters Score -3600724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3600723.250000 Penalty: 3404.889648
	Iteration 106Q: 3 clusters Score -3600723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3600727.000000 Penalty: 3404.889648
	Iteration 107Q: 3 clusters Score -3600727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3600725.750000 Penalty: 3404.889648
	Iteration 108Q: 3 clusters Score -3600726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3600730.000000 Penalty: 3404.889648
	Iteration 109Q: 3 clusters Score -3600730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3600724.750000 Penalty: 3404.889648
	Iteration 110Q: 3 clusters Score -3600725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3600727.500000 Penalty: 3404.889648
	Iteration 111Q: 3 clusters Score -3600728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3600730.500000 Penalty: 3404.889648
	Iteration 112Q: 3 clusters Score -3600730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3600733.500000 Penalty: 3404.889648
	Iteration 113Q: 3 clusters Score -3600734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3600736.000000 Penalty: 3404.889648
	Iteration 114Q: 3 clusters Score -3600736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3600735.000000 Penalty: 3404.889648
	Iteration 115Q: 3 clusters Score -3600735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3600734.250000 Penalty: 3404.889648
	Iteration 116Q: 3 clusters Score -3600734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3600732.250000 Penalty: 3404.889648
	Iteration 117Q: 3 clusters Score -3600732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3600732.250000 Penalty: 3404.889648
	Iteration 118F: 3 clusters Score -3600732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -1266952.000000 Penalty: 1528.486694
	Iteration 0F: 2 clusters Score -1266952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1258423.000000 Penalty: 3056.973389
	Iteration 0F: 3 clusters Score -1258423 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1261324.875000 Penalty: 3056.973389
	Iteration 1F: 3 clusters Score -1261325 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1261647.750000 Penalty: 3056.973389
	Iteration 2F: 3 clusters Score -1261648 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1261985.875000 Penalty: 3056.973389
	Iteration 3F: 3 clusters Score -1261986 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1262334.750000 Penalty: 3056.973389
	Iteration 4F: 3 clusters Score -1262335 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1262717.875000 Penalty: 3056.973389
	Iteration 5F: 3 clusters Score -1262718 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1263152.875000 Penalty: 3056.973389
	Iteration 6F: 3 clusters Score -1263153 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1263612.500000 Penalty: 3056.973389
	Iteration 7F: 3 clusters Score -1263612 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1264065.750000 Penalty: 3056.973389
	Iteration 8F: 3 clusters Score -1264066 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1264463.750000 Penalty: 3056.973389
	Iteration 9Q: 3 clusters Score -1264464 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1264823.500000 Penalty: 3056.973389
	Iteration 10Q: 3 clusters Score -1264824 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1265111.250000 Penalty: 3056.973389
	Iteration 11Q: 3 clusters Score -1265111 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1265297.375000 Penalty: 3056.973389
	Iteration 12Q: 3 clusters Score -1265297 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1265411.125000 Penalty: 3056.973389
	Iteration 13Q: 3 clusters Score -1265411 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1265507.750000 Penalty: 3056.973389
	Iteration 14Q: 3 clusters Score -1265508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1265563.625000 Penalty: 3056.973389
	Iteration 15Q: 3 clusters Score -1265564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1265601.500000 Penalty: 3056.973389
	Iteration 16Q: 3 clusters Score -1265602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1265635.875000 Penalty: 3056.973389
	Iteration 17Q: 3 clusters Score -1265636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1265661.125000 Penalty: 3056.973389
	Iteration 18Q: 3 clusters Score -1265661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1265677.125000 Penalty: 3056.973389
	Iteration 19Q: 3 clusters Score -1265677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1265682.875000 Penalty: 3056.973389
	Iteration 20F: 3 clusters Score -1265683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1265697.125000 Penalty: 3056.973389
	Iteration 21Q: 3 clusters Score -1265697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1265701.625000 Penalty: 3056.973389
	Iteration 22Q: 3 clusters Score -1265702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1265707.625000 Penalty: 3056.973389
	Iteration 23Q: 3 clusters Score -1265708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1265712.750000 Penalty: 3056.973389
	Iteration 24Q: 3 clusters Score -1265713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1265715.500000 Penalty: 3056.973389
	Iteration 25Q: 3 clusters Score -1265716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1265723.375000 Penalty: 3056.973389
	Iteration 26Q: 3 clusters Score -1265723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1265730.625000 Penalty: 3056.973389
	Iteration 27Q: 3 clusters Score -1265731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1265737.500000 Penalty: 3056.973389
	Iteration 28Q: 3 clusters Score -1265738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1265740.750000 Penalty: 3056.973389
	Iteration 29Q: 3 clusters Score -1265741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1265741.000000 Penalty: 3056.973389
	Iteration 30Q: 3 clusters Score -1265741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1265741.000000 Penalty: 3056.973389
	Iteration 31F: 3 clusters Score -1265741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Entering Unmasked Estep 
Score: -2320214.000000 Penalty: 1625.070312
	Iteration 0F: 2 clusters Score -2320214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2305377.750000 Penalty: 3250.140625
	Iteration 0F: 3 clusters Score -2305378 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2310686.750000 Penalty: 3250.140625
	Iteration 1F: 3 clusters Score -2310687 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2310983.500000 Penalty: 3250.140625
	Iteration 2Q: 3 clusters Score -2310984 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2311272.250000 Penalty: 3250.140625
	Iteration 3Q: 3 clusters Score -2311272 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2311543.750000 Penalty: 3250.140625
	Iteration 4Q: 3 clusters Score -2311544 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2311842.000000 Penalty: 3250.140625
	Iteration 5Q: 3 clusters Score -2311842 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2312164.000000 Penalty: 3250.140625
	Iteration 6Q: 3 clusters Score -2312164 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2312498.000000 Penalty: 3250.140625
	Iteration 7Q: 3 clusters Score -2312498 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2312854.250000 Penalty: 3250.140625
	Iteration 8Q: 3 clusters Score -2312854 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2313261.500000 Penalty: 3250.140625
	Iteration 9Q: 3 clusters Score -2313262 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2313694.000000 Penalty: 3250.140625
	Iteration 10Q: 3 clusters Score -2313694 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2314065.750000 Penalty: 3250.140625
	Iteration 11Q: 3 clusters Score -2314066 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2314411.000000 Penalty: 3250.140625
	Iteration 12Q: 3 clusters Score -2314411 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2314765.250000 Penalty: 3250.140625
	Iteration 13Q: 3 clusters Score -2314765 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2315167.500000 Penalty: 3250.140625
	Iteration 14Q: 3 clusters Score -2315168 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2315530.000000 Penalty: 3250.140625
	Iteration 15Q: 3 clusters Score -2315530 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2315894.500000 Penalty: 3250.140625
	Iteration 16Q: 3 clusters Score -2315894 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2316259.500000 Penalty: 3250.140625
	Iteration 17Q: 3 clusters Score -2316260 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2316615.250000 Penalty: 3250.140625
	Iteration 18Q: 3 clusters Score -2316615 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2316968.750000 Penalty: 3250.140625
	Iteration 19Q: 3 clusters Score -2316969 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2317290.750000 Penalty: 3250.140625
	Iteration 20F: 3 clusters Score -2317291 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2317600.500000 Penalty: 3250.140625
	Iteration 21Q: 3 clusters Score -2317600 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2317864.250000 Penalty: 3250.140625
	Iteration 22Q: 3 clusters Score -2317864 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2318090.000000 Penalty: 3250.140625
	Iteration 23Q: 3 clusters Score -2318090 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2318269.000000 Penalty: 3250.140625
	Iteration 24Q: 3 clusters Score -2318269 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2318388.750000 Penalty: 3250.140625
	Iteration 25Q: 3 clusters Score -2318389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2318483.750000 Penalty: 3250.140625
	Iteration 26Q: 3 clusters Score -2318484 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2318553.500000 Penalty: 3250.140625
	Iteration 27Q: 3 clusters Score -2318554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2318611.250000 Penalty: 3250.140625
	Iteration 28Q: 3 clusters Score -2318611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2318661.500000 Penalty: 3250.140625
	Iteration 29Q: 3 clusters Score -2318662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2318704.750000 Penalty: 3250.140625
	Iteration 30Q: 3 clusters Score -2318705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2318732.250000 Penalty: 3250.140625
	Iteration 31Q: 3 clusters Score -2318732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2318745.750000 Penalty: 3250.140625
	Iteration 32Q: 3 clusters Score -2318746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2318769.750000 Penalty: 3250.140625
	Iteration 33Q: 3 clusters Score -2318770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2318788.250000 Penalty: 3250.140625
	Iteration 34Q: 3 clusters Score -2318788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2318803.000000 Penalty: 3250.140625
	Iteration 35Q: 3 clusters Score -2318803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2318813.750000 Penalty: 3250.140625
	Iteration 36Q: 3 clusters Score -2318814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2318819.250000 Penalty: 3250.140625
	Iteration 37Q: 3 clusters Score -2318819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2318825.500000 Penalty: 3250.140625
	Iteration 38Q: 3 clusters Score -2318826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2318828.250000 Penalty: 3250.140625
	Iteration 39Q: 3 clusters Score -2318828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2318834.750000 Penalty: 3250.140625
	Iteration 40F: 3 clusters Score -2318835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2318845.250000 Penalty: 3250.140625
	Iteration 41Q: 3 clusters Score -2318845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2318857.000000 Penalty: 3250.140625
	Iteration 42Q: 3 clusters Score -2318857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2318858.750000 Penalty: 3250.140625
	Iteration 43Q: 3 clusters Score -2318859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2318858.000000 Penalty: 3250.140625
	Iteration 44Q: 3 clusters Score -2318858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2318858.750000 Penalty: 3250.140625
	Iteration 45Q: 3 clusters Score -2318859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2318860.500000 Penalty: 3250.140625
	Iteration 46Q: 3 clusters Score -2318860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2318861.000000 Penalty: 3250.140625
	Iteration 47Q: 3 clusters Score -2318861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2318861.750000 Penalty: 3250.140625
	Iteration 48Q: 3 clusters Score -2318862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2318864.000000 Penalty: 3250.140625
	Iteration 49Q: 3 clusters Score -2318864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2318865.250000 Penalty: 3250.140625
	Iteration 50Q: 3 clusters Score -2318865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2318870.000000 Penalty: 3250.140625
	Iteration 51Q: 3 clusters Score -2318870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2318870.500000 Penalty: 3250.140625
	Iteration 52Q: 3 clusters Score -2318870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2318870.000000 Penalty: 3250.140625
	Iteration 53Q: 3 clusters Score -2318870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2318870.000000 Penalty: 3250.140625
	Iteration 54F: 3 clusters Score -2318870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Entering Unmasked Estep 
Score: -5607324.000000 Penalty: 1768.998779
	Iteration 0F: 2 clusters Score -5607324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5571480.000000 Penalty: 3537.997559
	Iteration 0F: 3 clusters Score -5571480 nChanged 25137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5585923.500000 Penalty: 3537.997559
	Iteration 1F: 3 clusters Score -5585924 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -5586466.000000 Penalty: 3537.997559
	Iteration 2Q: 3 clusters Score -5586466 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5587152.000000 Penalty: 3537.997559
	Iteration 3Q: 3 clusters Score -5587152 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5588083.000000 Penalty: 3537.997559
	Iteration 4Q: 3 clusters Score -5588083 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -5589449.500000 Penalty: 3537.997559
	Iteration 5Q: 3 clusters Score -5589450 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5591571.500000 Penalty: 3537.997559
	Iteration 6F: 3 clusters Score -5591572 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5594483.000000 Penalty: 3537.997559
	Iteration 7F: 3 clusters Score -5594483 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5597820.500000 Penalty: 3537.997559
	Iteration 8F: 3 clusters Score -5597820 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -5600971.000000 Penalty: 3537.997559
	Iteration 9F: 3 clusters Score -5600971 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5603137.000000 Penalty: 3537.997559
	Iteration 10Q: 3 clusters Score -5603137 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5604458.000000 Penalty: 3537.997559
	Iteration 11Q: 3 clusters Score -5604458 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5605074.000000 Penalty: 3537.997559
	Iteration 12Q: 3 clusters Score -5605074 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5605404.000000 Penalty: 3537.997559
	Iteration 13Q: 3 clusters Score -5605404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5605562.000000 Penalty: 3537.997559
	Iteration 14Q: 3 clusters Score -5605562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5605634.000000 Penalty: 3537.997559
	Iteration 15Q: 3 clusters Score -5605634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5605682.000000 Penalty: 3537.997559
	Iteration 16Q: 3 clusters Score -5605682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5605723.000000 Penalty: 3537.997559
	Iteration 17Q: 3 clusters Score -5605723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5605747.000000 Penalty: 3537.997559
	Iteration 18Q: 3 clusters Score -5605747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5605767.000000 Penalty: 3537.997559
	Iteration 19Q: 3 clusters Score -5605767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5605777.500000 Penalty: 3537.997559
	Iteration 20F: 3 clusters Score -5605778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5605781.000000 Penalty: 3537.997559
	Iteration 21Q: 3 clusters Score -5605781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5605779.000000 Penalty: 3537.997559
	Iteration 22Q: 3 clusters Score -5605779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5605788.500000 Penalty: 3537.997559
	Iteration 23Q: 3 clusters Score -5605788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5605790.000000 Penalty: 3537.997559
	Iteration 24Q: 3 clusters Score -5605790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5605796.000000 Penalty: 3537.997559
	Iteration 25Q: 3 clusters Score -5605796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5605792.500000 Penalty: 3537.997559
	Iteration 26Q: 3 clusters Score -5605792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5605792.500000 Penalty: 3537.997559
	Iteration 27F: 3 clusters Score -5605792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Entering Unmasked Estep 
Score: -3157060.750000 Penalty: 1681.014648
	Iteration 0F: 2 clusters Score -3157061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3136214.500000 Penalty: 3362.029297
	Iteration 0F: 3 clusters Score -3136214 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3144369.000000 Penalty: 3362.029297
	Iteration 1F: 3 clusters Score -3144369 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3145153.000000 Penalty: 3362.029297
	Iteration 2F: 3 clusters Score -3145153 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3146176.250000 Penalty: 3362.029297
	Iteration 3F: 3 clusters Score -3146176 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3147420.000000 Penalty: 3362.029297
	Iteration 4F: 3 clusters Score -3147420 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3148870.250000 Penalty: 3362.029297
	Iteration 5F: 3 clusters Score -3148870 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3150272.000000 Penalty: 3362.029297
	Iteration 6F: 3 clusters Score -3150272 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3151272.750000 Penalty: 3362.029297
	Iteration 7F: 3 clusters Score -3151273 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3151986.250000 Penalty: 3362.029297
	Iteration 8Q: 3 clusters Score -3151986 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3152472.250000 Penalty: 3362.029297
	Iteration 9Q: 3 clusters Score -3152472 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3152833.750000 Penalty: 3362.029297
	Iteration 10Q: 3 clusters Score -3152834 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3153209.750000 Penalty: 3362.029297
	Iteration 11Q: 3 clusters Score -3153210 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3153567.000000 Penalty: 3362.029297
	Iteration 12Q: 3 clusters Score -3153567 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3153856.750000 Penalty: 3362.029297
	Iteration 13Q: 3 clusters Score -3153857 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3154078.500000 Penalty: 3362.029297
	Iteration 14Q: 3 clusters Score -3154078 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3154312.000000 Penalty: 3362.029297
	Iteration 15Q: 3 clusters Score -3154312 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3154533.500000 Penalty: 3362.029297
	Iteration 16Q: 3 clusters Score -3154534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3154701.500000 Penalty: 3362.029297
	Iteration 17Q: 3 clusters Score -3154702 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3154861.750000 Penalty: 3362.029297
	Iteration 18Q: 3 clusters Score -3154862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3155022.000000 Penalty: 3362.029297
	Iteration 19Q: 3 clusters Score -3155022 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3155193.750000 Penalty: 3362.029297
	Iteration 20F: 3 clusters Score -3155194 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3155320.500000 Penalty: 3362.029297
	Iteration 21Q: 3 clusters Score -3155320 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3155443.250000 Penalty: 3362.029297
	Iteration 22Q: 3 clusters Score -3155443 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3155532.750000 Penalty: 3362.029297
	Iteration 23Q: 3 clusters Score -3155533 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3155602.000000 Penalty: 3362.029297
	Iteration 24Q: 3 clusters Score -3155602 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3155650.250000 Penalty: 3362.029297
	Iteration 25Q: 3 clusters Score -3155650 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3155684.750000 Penalty: 3362.029297
	Iteration 26Q: 3 clusters Score -3155685 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3155714.750000 Penalty: 3362.029297
	Iteration 27Q: 3 clusters Score -3155715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3155733.500000 Penalty: 3362.029297
	Iteration 28Q: 3 clusters Score -3155734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3155766.250000 Penalty: 3362.029297
	Iteration 29Q: 3 clusters Score -3155766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3155770.750000 Penalty: 3362.029297
	Iteration 30Q: 3 clusters Score -3155771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3155787.750000 Penalty: 3362.029297
	Iteration 31Q: 3 clusters Score -3155788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3155788.500000 Penalty: 3362.029297
	Iteration 32Q: 3 clusters Score -3155788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3155794.500000 Penalty: 3362.029297
	Iteration 33Q: 3 clusters Score -3155794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3155797.000000 Penalty: 3362.029297
	Iteration 34Q: 3 clusters Score -3155797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3155798.000000 Penalty: 3362.029297
	Iteration 35Q: 3 clusters Score -3155798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3155810.000000 Penalty: 3362.029297
	Iteration 36Q: 3 clusters Score -3155810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3155810.250000 Penalty: 3362.029297
	Iteration 37Q: 3 clusters Score -3155810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3155818.750000 Penalty: 3362.029297
	Iteration 38Q: 3 clusters Score -3155819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -3155826.500000 Penalty: 3362.029297
	Iteration 39Q: 3 clusters Score -3155826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3155831.000000 Penalty: 3362.029297
	Iteration 40F: 3 clusters Score -3155831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3155829.500000 Penalty: 3362.029297
	Iteration 41Q: 3 clusters Score -3155830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3155837.250000 Penalty: 3362.029297
	Iteration 42Q: 3 clusters Score -3155837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3155832.000000 Penalty: 3362.029297
	Iteration 43Q: 3 clusters Score -3155832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3155829.000000 Penalty: 3362.029297
	Iteration 44Q: 3 clusters Score -3155829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3155836.500000 Penalty: 3362.029297
	Iteration 45Q: 3 clusters Score -3155836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3155841.750000 Penalty: 3362.029297
	Iteration 46Q: 3 clusters Score -3155842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3155845.750000 Penalty: 3362.029297
	Iteration 47Q: 3 clusters Score -3155846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3155847.250000 Penalty: 3362.029297
	Iteration 48Q: 3 clusters Score -3155847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3155849.250000 Penalty: 3362.029297
	Iteration 49Q: 3 clusters Score -3155849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3155853.750000 Penalty: 3362.029297
	Iteration 50Q: 3 clusters Score -3155854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3155854.250000 Penalty: 3362.029297
	Iteration 51Q: 3 clusters Score -3155854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3155853.000000 Penalty: 3362.029297
	Iteration 52Q: 3 clusters Score -3155853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3155863.250000 Penalty: 3362.029297
	Iteration 53Q: 3 clusters Score -3155863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3155871.000000 Penalty: 3362.029297
	Iteration 54Q: 3 clusters Score -3155871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3155873.500000 Penalty: 3362.029297
	Iteration 55Q: 3 clusters Score -3155874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3155878.250000 Penalty: 3362.029297
	Iteration 56Q: 3 clusters Score -3155878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3155879.250000 Penalty: 3362.029297
	Iteration 57Q: 3 clusters Score -3155879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3155875.750000 Penalty: 3362.029297
	Iteration 58Q: 3 clusters Score -3155876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3155879.750000 Penalty: 3362.029297
	Iteration 59Q: 3 clusters Score -3155880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3155887.000000 Penalty: 3362.029297
	Iteration 60F: 3 clusters Score -3155887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3155888.000000 Penalty: 3362.029297
	Iteration 61Q: 3 clusters Score -3155888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3155885.250000 Penalty: 3362.029297
	Iteration 62Q: 3 clusters Score -3155885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3155892.250000 Penalty: 3362.029297
	Iteration 63Q: 3 clusters Score -3155892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3155895.500000 Penalty: 3362.029297
	Iteration 64Q: 3 clusters Score -3155896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3155897.750000 Penalty: 3362.029297
	Iteration 65Q: 3 clusters Score -3155898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3155893.500000 Penalty: 3362.029297
	Iteration 66Q: 3 clusters Score -3155894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3155898.250000 Penalty: 3362.029297
	Iteration 67Q: 3 clusters Score -3155898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3155907.500000 Penalty: 3362.029297
	Iteration 68Q: 3 clusters Score -3155908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3155909.500000 Penalty: 3362.029297
	Iteration 69Q: 3 clusters Score -3155910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3155915.250000 Penalty: 3362.029297
	Iteration 70Q: 3 clusters Score -3155915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3155924.000000 Penalty: 3362.029297
	Iteration 71Q: 3 clusters Score -3155924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3155925.500000 Penalty: 3362.029297
	Iteration 72Q: 3 clusters Score -3155926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3155932.500000 Penalty: 3362.029297
	Iteration 73Q: 3 clusters Score -3155932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3155932.250000 Penalty: 3362.029297
	Iteration 74Q: 3 clusters Score -3155932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3155939.250000 Penalty: 3362.029297
	Iteration 75Q: 3 clusters Score -3155939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3155943.250000 Penalty: 3362.029297
	Iteration 76Q: 3 clusters Score -3155943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3155942.250000 Penalty: 3362.029297
	Iteration 77Q: 3 clusters Score -3155942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3155946.250000 Penalty: 3362.029297
	Iteration 78Q: 3 clusters Score -3155946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -3155952.750000 Penalty: 3362.029297
	Iteration 79Q: 3 clusters Score -3155953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3155952.250000 Penalty: 3362.029297
	Iteration 80F: 3 clusters Score -3155952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3155948.000000 Penalty: 3362.029297
	Iteration 81Q: 3 clusters Score -3155948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3155949.500000 Penalty: 3362.029297
	Iteration 82Q: 3 clusters Score -3155950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3155949.500000 Penalty: 3362.029297
	Iteration 83F: 3 clusters Score -3155950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -330933.687500 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -330933.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -327959.312500 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -327959.3 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -328718.375000 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -328718.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -328913.593750 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -328913.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -329119.781250 Penalty: 2639.094727
	Iteration 3F: 3 clusters Score -329119.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -329295.343750 Penalty: 2639.094727
	Iteration 4F: 3 clusters Score -329295.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -329448.625000 Penalty: 2639.094727
	Iteration 5Q: 3 clusters Score -329448.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -329569.031250 Penalty: 2639.094727
	Iteration 6Q: 3 clusters Score -329569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -329667.375000 Penalty: 2639.094727
	Iteration 7Q: 3 clusters Score -329667.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -329754.500000 Penalty: 2639.094727
	Iteration 8Q: 3 clusters Score -329754.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -329825.406250 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -329825.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -329898.062500 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -329898.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329975.000000 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -329975 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -330064.093750 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -330064.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -330184.812500 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -330184.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -330291.031250 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -330291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -330385.968750 Penalty: 2639.094727
	Iteration 15Q: 3 clusters Score -330386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -330449.968750 Penalty: 2639.094727
	Iteration 16Q: 3 clusters Score -330450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -330496.281250 Penalty: 2639.094727
	Iteration 17Q: 3 clusters Score -330496.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -330531.906250 Penalty: 2639.094727
	Iteration 18Q: 3 clusters Score -330531.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -330560.781250 Penalty: 2639.094727
	Iteration 19Q: 3 clusters Score -330560.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -330586.156250 Penalty: 2639.094727
	Iteration 20F: 3 clusters Score -330586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -330599.687500 Penalty: 2639.094727
	Iteration 21Q: 3 clusters Score -330599.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -330611.343750 Penalty: 2639.094727
	Iteration 22Q: 3 clusters Score -330611.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -330617.156250 Penalty: 2639.094727
	Iteration 23Q: 3 clusters Score -330617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -330618.500000 Penalty: 2639.094727
	Iteration 24Q: 3 clusters Score -330618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -330619.718750 Penalty: 2639.094727
	Iteration 25Q: 3 clusters Score -330619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -330620.000000 Penalty: 2639.094727
	Iteration 26Q: 3 clusters Score -330620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -330620.656250 Penalty: 2639.094727
	Iteration 27Q: 3 clusters Score -330620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330620.781250 Penalty: 2639.094727
	Iteration 28Q: 3 clusters Score -330620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330620.781250 Penalty: 2639.094727
	Iteration 29F: 3 clusters Score -330620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Entering Unmasked Estep 
Score: -7627913.000000 Penalty: 1819.272949
	Iteration 0F: 2 clusters Score -7627913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -7579377.000000 Penalty: 3638.545898
	Iteration 0F: 3 clusters Score -7579377 nChanged 34519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -7599508.500000 Penalty: 3638.545898
	Iteration 1F: 3 clusters Score -7599508 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7600301.500000 Penalty: 3638.545898
	Iteration 2Q: 3 clusters Score -7600302 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -7601412.500000 Penalty: 3638.545898
	Iteration 3Q: 3 clusters Score -7601412 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -7602812.500000 Penalty: 3638.545898
	Iteration 4Q: 3 clusters Score -7602812 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -7604699.000000 Penalty: 3638.545898
	Iteration 5Q: 3 clusters Score -7604699 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -7606974.000000 Penalty: 3638.545898
	Iteration 6F: 3 clusters Score -7606974 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -7609639.000000 Penalty: 3638.545898
	Iteration 7F: 3 clusters Score -7609639 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -7612470.000000 Penalty: 3638.545898
	Iteration 8F: 3 clusters Score -7612470 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -7615315.500000 Penalty: 3638.545898
	Iteration 9F: 3 clusters Score -7615316 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -7617989.000000 Penalty: 3638.545898
	Iteration 10F: 3 clusters Score -7617989 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -7620453.000000 Penalty: 3638.545898
	Iteration 11Q: 3 clusters Score -7620453 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -7622369.500000 Penalty: 3638.545898
	Iteration 12Q: 3 clusters Score -7622370 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -7623775.000000 Penalty: 3638.545898
	Iteration 13Q: 3 clusters Score -7623775 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7624789.500000 Penalty: 3638.545898
	Iteration 14Q: 3 clusters Score -7624790 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7625474.000000 Penalty: 3638.545898
	Iteration 15Q: 3 clusters Score -7625474 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7625852.000000 Penalty: 3638.545898
	Iteration 16Q: 3 clusters Score -7625852 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7626076.500000 Penalty: 3638.545898
	Iteration 17Q: 3 clusters Score -7626076 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7626218.500000 Penalty: 3638.545898
	Iteration 18Q: 3 clusters Score -7626218 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7626339.500000 Penalty: 3638.545898
	Iteration 19Q: 3 clusters Score -7626340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7626411.500000 Penalty: 3638.545898
	Iteration 20F: 3 clusters Score -7626412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7626504.000000 Penalty: 3638.545898
	Iteration 21Q: 3 clusters Score -7626504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7626558.500000 Penalty: 3638.545898
	Iteration 22Q: 3 clusters Score -7626558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7626582.500000 Penalty: 3638.545898
	Iteration 23Q: 3 clusters Score -7626582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7626602.000000 Penalty: 3638.545898
	Iteration 24Q: 3 clusters Score -7626602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7626613.500000 Penalty: 3638.545898
	Iteration 25Q: 3 clusters Score -7626614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7626626.500000 Penalty: 3638.545898
	Iteration 26Q: 3 clusters Score -7626626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7626637.500000 Penalty: 3638.545898
	Iteration 27Q: 3 clusters Score -7626638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7626637.000000 Penalty: 3638.545898
	Iteration 28Q: 3 clusters Score -7626637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7626648.000000 Penalty: 3638.545898
	Iteration 29Q: 3 clusters Score -7626648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7626650.500000 Penalty: 3638.545898
	Iteration 30Q: 3 clusters Score -7626650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7626648.500000 Penalty: 3638.545898
	Iteration 31Q: 3 clusters Score -7626648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7626650.000000 Penalty: 3638.545898
	Iteration 32Q: 3 clusters Score -7626650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7626651.500000 Penalty: 3638.545898
	Iteration 33Q: 3 clusters Score -7626652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7626651.500000 Penalty: 3638.545898
	Iteration 34Q: 3 clusters Score -7626652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7626650.000000 Penalty: 3638.545898
	Iteration 35Q: 3 clusters Score -7626650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7626658.500000 Penalty: 3638.545898
	Iteration 36Q: 3 clusters Score -7626658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7626658.000000 Penalty: 3638.545898
	Iteration 37Q: 3 clusters Score -7626658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7626658.000000 Penalty: 3638.545898
	Iteration 38Q: 3 clusters Score -7626658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7626654.500000 Penalty: 3638.545898
	Iteration 39Q: 3 clusters Score -7626654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7626666.000000 Penalty: 3638.545898
	Iteration 40F: 3 clusters Score -7626666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7626669.500000 Penalty: 3638.545898
	Iteration 41Q: 3 clusters Score -7626670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7626668.500000 Penalty: 3638.545898
	Iteration 42Q: 3 clusters Score -7626668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7626669.000000 Penalty: 3638.545898
	Iteration 43Q: 3 clusters Score -7626669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7626668.500000 Penalty: 3638.545898
	Iteration 44Q: 3 clusters Score -7626668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7626668.500000 Penalty: 3638.545898
	Iteration 45F: 3 clusters Score -7626668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Entering Unmasked Estep 
Score: -12372042.000000 Penalty: 1898.084961
	Iteration 0F: 2 clusters Score -1.237204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -12292743.000000 Penalty: 3796.169922
	Iteration 0F: 3 clusters Score -1.229274e+07 nChanged 56730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -12325563.000000 Penalty: 3796.169922
	Iteration 1F: 3 clusters Score -1.232556e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -12326259.000000 Penalty: 3796.169922
	Iteration 2Q: 3 clusters Score -1.232626e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -12327010.000000 Penalty: 3796.169922
	Iteration 3Q: 3 clusters Score -1.232701e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -12328022.000000 Penalty: 3796.169922
	Iteration 4Q: 3 clusters Score -1.232802e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -12329305.000000 Penalty: 3796.169922
	Iteration 5Q: 3 clusters Score -1.23293e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -12331570.000000 Penalty: 3796.169922
	Iteration 6Q: 3 clusters Score -1.233157e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -12335350.000000 Penalty: 3796.169922
	Iteration 7F: 3 clusters Score -1.233535e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -12341339.000000 Penalty: 3796.169922
	Iteration 8F: 3 clusters Score -1.234134e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -12349234.000000 Penalty: 3796.169922
	Iteration 9F: 3 clusters Score -1.234923e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -12357135.000000 Penalty: 3796.169922
	Iteration 10F: 3 clusters Score -1.235714e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -12363100.000000 Penalty: 3796.169922
	Iteration 11F: 3 clusters Score -1.23631e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -12366736.000000 Penalty: 3796.169922
	Iteration 12Q: 3 clusters Score -1.236674e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -12368870.000000 Penalty: 3796.169922
	Iteration 13Q: 3 clusters Score -1.236887e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -12369748.000000 Penalty: 3796.169922
	Iteration 14Q: 3 clusters Score -1.236975e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 115417 members 
Entering Unmasked Estep 
Score: -12370182.000000 Penalty: 3796.169922
	Iteration 15Q: 3 clusters Score -1.237018e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -12370423.000000 Penalty: 3796.169922
	Iteration 16Q: 3 clusters Score -1.237042e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -12370602.000000 Penalty: 3796.169922
	Iteration 17Q: 3 clusters Score -1.23706e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 116291 members 
Entering Unmasked Estep 
Score: -12370692.000000 Penalty: 3796.169922
	Iteration 18Q: 3 clusters Score -1.237069e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 116438 members 
Entering Unmasked Estep 
Score: -12370744.000000 Penalty: 3796.169922
	Iteration 19Q: 3 clusters Score -1.237074e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -12370789.000000 Penalty: 3796.169922
	Iteration 20F: 3 clusters Score -1.237079e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -12370817.000000 Penalty: 3796.169922
	Iteration 21Q: 3 clusters Score -1.237082e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -12370839.000000 Penalty: 3796.169922
	Iteration 22Q: 3 clusters Score -1.237084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 116760 members 
Entering Unmasked Estep 
Score: -12370861.000000 Penalty: 3796.169922
	Iteration 23Q: 3 clusters Score -1.237086e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -12370875.000000 Penalty: 3796.169922
	Iteration 24Q: 3 clusters Score -1.237088e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 116855 members 
Entering Unmasked Estep 
Score: -12370866.000000 Penalty: 3796.169922
	Iteration 25Q: 3 clusters Score -1.237087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -12370883.000000 Penalty: 3796.169922
	Iteration 26Q: 3 clusters Score -1.237088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -12370886.000000 Penalty: 3796.169922
	Iteration 27Q: 3 clusters Score -1.237089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -12370906.000000 Penalty: 3796.169922
	Iteration 28Q: 3 clusters Score -1.237091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 116963 members 
Entering Unmasked Estep 
Score: -12370892.000000 Penalty: 3796.169922
	Iteration 29Q: 3 clusters Score -1.237089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 116981 members 
Entering Unmasked Estep 
Score: -12370902.000000 Penalty: 3796.169922
	Iteration 30Q: 3 clusters Score -1.23709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -12370911.000000 Penalty: 3796.169922
	Iteration 31Q: 3 clusters Score -1.237091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -12370918.000000 Penalty: 3796.169922
	Iteration 32Q: 3 clusters Score -1.237092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -12370916.000000 Penalty: 3796.169922
	Iteration 33Q: 3 clusters Score -1.237092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 117008 members 
Entering Unmasked Estep 
Score: -12370915.000000 Penalty: 3796.169922
	Iteration 34Q: 3 clusters Score -1.237092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -12370912.000000 Penalty: 3796.169922
	Iteration 35Q: 3 clusters Score -1.237091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -12370912.000000 Penalty: 3796.169922
	Iteration 36Q: 3 clusters Score -1.237091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -12370911.000000 Penalty: 3796.169922
	Iteration 37Q: 3 clusters Score -1.237091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -12370911.000000 Penalty: 3796.169922
	Iteration 38F: 3 clusters Score -1.237091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Entering Unmasked Estep 
Score: -748608.625000 Penalty: 1439.276855
	Iteration 0F: 2 clusters Score -748608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -743333.250000 Penalty: 2878.553711
	Iteration 0F: 3 clusters Score -743333.2 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -744913.312500 Penalty: 2878.553711
	Iteration 1F: 3 clusters Score -744913.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -745120.000000 Penalty: 2878.553711
	Iteration 2F: 3 clusters Score -745120 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -745350.937500 Penalty: 2878.553711
	Iteration 3F: 3 clusters Score -745350.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -745711.187500 Penalty: 2878.553711
	Iteration 4F: 3 clusters Score -745711.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -746162.750000 Penalty: 2878.553711
	Iteration 5F: 3 clusters Score -746162.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -746649.250000 Penalty: 2878.553711
	Iteration 6F: 3 clusters Score -746649.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -747015.812500 Penalty: 2878.553711
	Iteration 7F: 3 clusters Score -747015.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -747296.687500 Penalty: 2878.553711
	Iteration 8F: 3 clusters Score -747296.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -747478.562500 Penalty: 2878.553711
	Iteration 9Q: 3 clusters Score -747478.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -747594.437500 Penalty: 2878.553711
	Iteration 10Q: 3 clusters Score -747594.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -747671.625000 Penalty: 2878.553711
	Iteration 11Q: 3 clusters Score -747671.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -747726.250000 Penalty: 2878.553711
	Iteration 12Q: 3 clusters Score -747726.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -747777.937500 Penalty: 2878.553711
	Iteration 13Q: 3 clusters Score -747777.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -747826.312500 Penalty: 2878.553711
	Iteration 14Q: 3 clusters Score -747826.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -747869.062500 Penalty: 2878.553711
	Iteration 15Q: 3 clusters Score -747869.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -747906.187500 Penalty: 2878.553711
	Iteration 16Q: 3 clusters Score -747906.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -747945.437500 Penalty: 2878.553711
	Iteration 17Q: 3 clusters Score -747945.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -747979.500000 Penalty: 2878.553711
	Iteration 18Q: 3 clusters Score -747979.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -747995.687500 Penalty: 2878.553711
	Iteration 19Q: 3 clusters Score -747995.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -748005.875000 Penalty: 2878.553711
	Iteration 20F: 3 clusters Score -748005.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -748016.437500 Penalty: 2878.553711
	Iteration 21Q: 3 clusters Score -748016.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -748024.500000 Penalty: 2878.553711
	Iteration 22Q: 3 clusters Score -748024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -748028.812500 Penalty: 2878.553711
	Iteration 23Q: 3 clusters Score -748028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -748031.812500 Penalty: 2878.553711
	Iteration 24Q: 3 clusters Score -748031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -748032.000000 Penalty: 2878.553711
	Iteration 25Q: 3 clusters Score -748032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -748033.500000 Penalty: 2878.553711
	Iteration 26Q: 3 clusters Score -748033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -748034.062500 Penalty: 2878.553711
	Iteration 27Q: 3 clusters Score -748034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -748034.937500 Penalty: 2878.553711
	Iteration 28Q: 3 clusters Score -748034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -748035.812500 Penalty: 2878.553711
	Iteration 29Q: 3 clusters Score -748035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -748035.812500 Penalty: 2878.553711
	Iteration 30F: 3 clusters Score -748035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Entering Unmasked Estep 
Score: -1571306.375000 Penalty: 1566.918823
	Iteration 0F: 2 clusters Score -1571306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1560703.750000 Penalty: 3133.837646
	Iteration 0F: 3 clusters Score -1560704 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1564223.875000 Penalty: 3133.837646
	Iteration 1F: 3 clusters Score -1564224 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1564547.625000 Penalty: 3133.837646
	Iteration 2F: 3 clusters Score -1564548 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1564871.125000 Penalty: 3133.837646
	Iteration 3F: 3 clusters Score -1564871 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1565193.750000 Penalty: 3133.837646
	Iteration 4Q: 3 clusters Score -1565194 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1565509.375000 Penalty: 3133.837646
	Iteration 5Q: 3 clusters Score -1565509 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1565849.125000 Penalty: 3133.837646
	Iteration 6Q: 3 clusters Score -1565849 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1566193.250000 Penalty: 3133.837646
	Iteration 7Q: 3 clusters Score -1566193 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1566593.375000 Penalty: 3133.837646
	Iteration 8Q: 3 clusters Score -1566593 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1567020.875000 Penalty: 3133.837646
	Iteration 9Q: 3 clusters Score -1567021 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1567374.625000 Penalty: 3133.837646
	Iteration 10Q: 3 clusters Score -1567375 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1567663.250000 Penalty: 3133.837646
	Iteration 11Q: 3 clusters Score -1567663 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1567917.750000 Penalty: 3133.837646
	Iteration 12Q: 3 clusters Score -1567918 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1568179.125000 Penalty: 3133.837646
	Iteration 13Q: 3 clusters Score -1568179 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1568425.375000 Penalty: 3133.837646
	Iteration 14Q: 3 clusters Score -1568425 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1568666.625000 Penalty: 3133.837646
	Iteration 15Q: 3 clusters Score -1568667 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1568895.875000 Penalty: 3133.837646
	Iteration 16Q: 3 clusters Score -1568896 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1569102.750000 Penalty: 3133.837646
	Iteration 17Q: 3 clusters Score -1569103 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1569296.125000 Penalty: 3133.837646
	Iteration 18Q: 3 clusters Score -1569296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1569439.125000 Penalty: 3133.837646
	Iteration 19Q: 3 clusters Score -1569439 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1569581.000000 Penalty: 3133.837646
	Iteration 20F: 3 clusters Score -1569581 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1569702.250000 Penalty: 3133.837646
	Iteration 21Q: 3 clusters Score -1569702 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1569830.625000 Penalty: 3133.837646
	Iteration 22Q: 3 clusters Score -1569831 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1569919.250000 Penalty: 3133.837646
	Iteration 23Q: 3 clusters Score -1569919 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1570003.625000 Penalty: 3133.837646
	Iteration 24Q: 3 clusters Score -1570004 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1570094.625000 Penalty: 3133.837646
	Iteration 25Q: 3 clusters Score -1570095 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1570158.625000 Penalty: 3133.837646
	Iteration 26Q: 3 clusters Score -1570159 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1570208.750000 Penalty: 3133.837646
	Iteration 27Q: 3 clusters Score -1570209 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1570245.375000 Penalty: 3133.837646
	Iteration 28Q: 3 clusters Score -1570245 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1570278.250000 Penalty: 3133.837646
	Iteration 29Q: 3 clusters Score -1570278 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1570306.250000 Penalty: 3133.837646
	Iteration 30Q: 3 clusters Score -1570306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1570339.250000 Penalty: 3133.837646
	Iteration 31Q: 3 clusters Score -1570339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1570353.500000 Penalty: 3133.837646
	Iteration 32Q: 3 clusters Score -1570354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1570361.000000 Penalty: 3133.837646
	Iteration 33Q: 3 clusters Score -1570361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1570367.875000 Penalty: 3133.837646
	Iteration 34Q: 3 clusters Score -1570368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1570378.375000 Penalty: 3133.837646
	Iteration 35Q: 3 clusters Score -1570378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1570386.500000 Penalty: 3133.837646
	Iteration 36Q: 3 clusters Score -1570386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1570400.750000 Penalty: 3133.837646
	Iteration 37Q: 3 clusters Score -1570401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1570404.125000 Penalty: 3133.837646
	Iteration 38Q: 3 clusters Score -1570404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1570414.125000 Penalty: 3133.837646
	Iteration 39Q: 3 clusters Score -1570414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1570414.000000 Penalty: 3133.837646
	Iteration 40F: 3 clusters Score -1570414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1570418.125000 Penalty: 3133.837646
	Iteration 41Q: 3 clusters Score -1570418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1570415.625000 Penalty: 3133.837646
	Iteration 42Q: 3 clusters Score -1570416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1570417.500000 Penalty: 3133.837646
	Iteration 43Q: 3 clusters Score -1570418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1570420.125000 Penalty: 3133.837646
	Iteration 44Q: 3 clusters Score -1570420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1570421.750000 Penalty: 3133.837646
	Iteration 45Q: 3 clusters Score -1570422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1570423.250000 Penalty: 3133.837646
	Iteration 46Q: 3 clusters Score -1570423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1570424.875000 Penalty: 3133.837646
	Iteration 47Q: 3 clusters Score -1570425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1570424.500000 Penalty: 3133.837646
	Iteration 48Q: 3 clusters Score -1570424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1570426.875000 Penalty: 3133.837646
	Iteration 49Q: 3 clusters Score -1570427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1570425.250000 Penalty: 3133.837646
	Iteration 50Q: 3 clusters Score -1570425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1570425.625000 Penalty: 3133.837646
	Iteration 51Q: 3 clusters Score -1570426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1570425.625000 Penalty: 3133.837646
	Iteration 52F: 3 clusters Score -1570426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Entering Unmasked Estep 
Score: -91245.789062 Penalty: 1132.590942
	Iteration 0F: 2 clusters Score -91245.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89798.031250 Penalty: 2265.181885
	Iteration 0F: 3 clusters Score -89798.03 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -90123.945312 Penalty: 2265.181885
	Iteration 1F: 3 clusters Score -90123.95 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90268.898438 Penalty: 2265.181885
	Iteration 2F: 3 clusters Score -90268.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90348.812500 Penalty: 2265.181885
	Iteration 3F: 3 clusters Score -90348.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -90413.234375 Penalty: 2265.181885
	Iteration 4Q: 3 clusters Score -90413.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -90441.570312 Penalty: 2265.181885
	Iteration 5Q: 3 clusters Score -90441.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -90473.875000 Penalty: 2265.181885
	Iteration 6Q: 3 clusters Score -90473.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90499.148438 Penalty: 2265.181885
	Iteration 7Q: 3 clusters Score -90499.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -90524.742188 Penalty: 2265.181885
	Iteration 8Q: 3 clusters Score -90524.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90550.015625 Penalty: 2265.181885
	Iteration 9Q: 3 clusters Score -90550.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90567.234375 Penalty: 2265.181885
	Iteration 10Q: 3 clusters Score -90567.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90577.140625 Penalty: 2265.181885
	Iteration 11Q: 3 clusters Score -90577.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90595.062500 Penalty: 2265.181885
	Iteration 12Q: 3 clusters Score -90595.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90616.835938 Penalty: 2265.181885
	Iteration 13Q: 3 clusters Score -90616.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90643.281250 Penalty: 2265.181885
	Iteration 14Q: 3 clusters Score -90643.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90661.031250 Penalty: 2265.181885
	Iteration 15Q: 3 clusters Score -90661.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90675.460938 Penalty: 2265.181885
	Iteration 16Q: 3 clusters Score -90675.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90688.125000 Penalty: 2265.181885
	Iteration 17Q: 3 clusters Score -90688.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90695.812500 Penalty: 2265.181885
	Iteration 18Q: 3 clusters Score -90695.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90700.859375 Penalty: 2265.181885
	Iteration 19Q: 3 clusters Score -90700.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90703.242188 Penalty: 2265.181885
	Iteration 20F: 3 clusters Score -90703.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90711.796875 Penalty: 2265.181885
	Iteration 21Q: 3 clusters Score -90711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90713.304688 Penalty: 2265.181885
	Iteration 22Q: 3 clusters Score -90713.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90713.304688 Penalty: 2265.181885
	Iteration 23F: 3 clusters Score -90713.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -278839.843750 Penalty: 1304.676880
	Iteration 0F: 2 clusters Score -278839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -276159.750000 Penalty: 2609.353760
	Iteration 0F: 3 clusters Score -276159.8 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -277034.437500 Penalty: 2609.353760
	Iteration 1F: 3 clusters Score -277034.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -277274.437500 Penalty: 2609.353760
	Iteration 2F: 3 clusters Score -277274.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -277460.843750 Penalty: 2609.353760
	Iteration 3F: 3 clusters Score -277460.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -277614.843750 Penalty: 2609.353760
	Iteration 4F: 3 clusters Score -277614.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -277779.437500 Penalty: 2609.353760
	Iteration 5F: 3 clusters Score -277779.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -277951.468750 Penalty: 2609.353760
	Iteration 6F: 3 clusters Score -277951.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -278088.937500 Penalty: 2609.353760
	Iteration 7Q: 3 clusters Score -278088.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -278207.500000 Penalty: 2609.353760
	Iteration 8Q: 3 clusters Score -278207.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -278305.156250 Penalty: 2609.353760
	Iteration 9Q: 3 clusters Score -278305.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -278422.406250 Penalty: 2609.353760
	Iteration 10Q: 3 clusters Score -278422.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -278501.437500 Penalty: 2609.353760
	Iteration 11Q: 3 clusters Score -278501.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -278568.718750 Penalty: 2609.353760
	Iteration 12Q: 3 clusters Score -278568.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -278615.593750 Penalty: 2609.353760
	Iteration 13Q: 3 clusters Score -278615.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -278637.718750 Penalty: 2609.353760
	Iteration 14Q: 3 clusters Score -278637.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -278648.218750 Penalty: 2609.353760
	Iteration 15Q: 3 clusters Score -278648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -278655.312500 Penalty: 2609.353760
	Iteration 16Q: 3 clusters Score -278655.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -278670.093750 Penalty: 2609.353760
	Iteration 17Q: 3 clusters Score -278670.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -278684.906250 Penalty: 2609.353760
	Iteration 18Q: 3 clusters Score -278684.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -278707.812500 Penalty: 2609.353760
	Iteration 19Q: 3 clusters Score -278707.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -278733.250000 Penalty: 2609.353760
	Iteration 20F: 3 clusters Score -278733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -278756.062500 Penalty: 2609.353760
	Iteration 21Q: 3 clusters Score -278756.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -278787.000000 Penalty: 2609.353760
	Iteration 22Q: 3 clusters Score -278787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -278819.062500 Penalty: 2609.353760
	Iteration 23Q: 3 clusters Score -278819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -278834.718750 Penalty: 2609.353760
	Iteration 24Q: 3 clusters Score -278834.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -278848.062500 Penalty: 2609.353760
	Iteration 25Q: 3 clusters Score -278848.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -278858.250000 Penalty: 2609.353760
	Iteration 26Q: 3 clusters Score -278858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -278866.437500 Penalty: 2609.353760
	Iteration 27Q: 3 clusters Score -278866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -278876.187500 Penalty: 2609.353760
	Iteration 28Q: 3 clusters Score -278876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -278880.437500 Penalty: 2609.353760
	Iteration 29Q: 3 clusters Score -278880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -278883.687500 Penalty: 2609.353760
	Iteration 30Q: 3 clusters Score -278883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -278891.750000 Penalty: 2609.353760
	Iteration 31Q: 3 clusters Score -278891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -278893.218750 Penalty: 2609.353760
	Iteration 32Q: 3 clusters Score -278893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -278894.843750 Penalty: 2609.353760
	Iteration 33Q: 3 clusters Score -278894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -278895.781250 Penalty: 2609.353760
	Iteration 34Q: 3 clusters Score -278895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -278896.468750 Penalty: 2609.353760
	Iteration 35Q: 3 clusters Score -278896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -278896.656250 Penalty: 2609.353760
	Iteration 36Q: 3 clusters Score -278896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -278896.656250 Penalty: 2609.353760
	Iteration 37F: 3 clusters Score -278896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 72804 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 154734 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4119 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80291 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 93030 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7118 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168926 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111450 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66557 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 2352 members 
Entering Unmasked Estep 
Score: -154066816.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067648.000000 to -154066816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Entering Unmasked Estep 
Score: -1805147.625000 Penalty: 1588.940308
	Iteration 0F: 2 clusters Score -1805148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1793069.250000 Penalty: 3177.880615
	Iteration 0F: 3 clusters Score -1793069 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1797267.500000 Penalty: 3177.880615
	Iteration 1F: 3 clusters Score -1797268 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1797611.375000 Penalty: 3177.880615
	Iteration 2F: 3 clusters Score -1797611 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1798001.500000 Penalty: 3177.880615
	Iteration 3F: 3 clusters Score -1798002 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1798480.375000 Penalty: 3177.880615
	Iteration 4F: 3 clusters Score -1798480 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1799010.000000 Penalty: 3177.880615
	Iteration 5F: 3 clusters Score -1799010 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1799660.750000 Penalty: 3177.880615
	Iteration 6F: 3 clusters Score -1799661 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1800423.500000 Penalty: 3177.880615
	Iteration 7F: 3 clusters Score -1800424 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1801121.625000 Penalty: 3177.880615
	Iteration 8F: 3 clusters Score -1801122 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1801665.250000 Penalty: 3177.880615
	Iteration 9Q: 3 clusters Score -1801665 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1802067.250000 Penalty: 3177.880615
	Iteration 10Q: 3 clusters Score -1802067 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1802364.125000 Penalty: 3177.880615
	Iteration 11Q: 3 clusters Score -1802364 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1802568.625000 Penalty: 3177.880615
	Iteration 12Q: 3 clusters Score -1802569 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1802730.375000 Penalty: 3177.880615
	Iteration 13Q: 3 clusters Score -1802730 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1802891.875000 Penalty: 3177.880615
	Iteration 14Q: 3 clusters Score -1802892 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1803029.250000 Penalty: 3177.880615
	Iteration 15Q: 3 clusters Score -1803029 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1803160.000000 Penalty: 3177.880615
	Iteration 16Q: 3 clusters Score -1803160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1803252.750000 Penalty: 3177.880615
	Iteration 17Q: 3 clusters Score -1803253 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1803351.375000 Penalty: 3177.880615
	Iteration 18Q: 3 clusters Score -1803351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1803411.375000 Penalty: 3177.880615
	Iteration 19Q: 3 clusters Score -1803411 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1803474.625000 Penalty: 3177.880615
	Iteration 20F: 3 clusters Score -1803475 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1803521.750000 Penalty: 3177.880615
	Iteration 21Q: 3 clusters Score -1803522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1803564.750000 Penalty: 3177.880615
	Iteration 22Q: 3 clusters Score -1803565 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1803594.375000 Penalty: 3177.880615
	Iteration 23Q: 3 clusters Score -1803594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1803630.500000 Penalty: 3177.880615
	Iteration 24Q: 3 clusters Score -1803630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1803653.750000 Penalty: 3177.880615
	Iteration 25Q: 3 clusters Score -1803654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1803682.875000 Penalty: 3177.880615
	Iteration 26Q: 3 clusters Score -1803683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1803707.000000 Penalty: 3177.880615
	Iteration 27Q: 3 clusters Score -1803707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1803718.500000 Penalty: 3177.880615
	Iteration 28Q: 3 clusters Score -1803718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1803740.875000 Penalty: 3177.880615
	Iteration 29Q: 3 clusters Score -1803741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1803759.500000 Penalty: 3177.880615
	Iteration 30Q: 3 clusters Score -1803760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1803779.750000 Penalty: 3177.880615
	Iteration 31Q: 3 clusters Score -1803780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1803801.625000 Penalty: 3177.880615
	Iteration 32Q: 3 clusters Score -1803802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1803818.500000 Penalty: 3177.880615
	Iteration 33Q: 3 clusters Score -1803818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1803837.000000 Penalty: 3177.880615
	Iteration 34Q: 3 clusters Score -1803837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1803849.625000 Penalty: 3177.880615
	Iteration 35Q: 3 clusters Score -1803850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1803851.875000 Penalty: 3177.880615
	Iteration 36Q: 3 clusters Score -1803852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1803866.750000 Penalty: 3177.880615
	Iteration 37Q: 3 clusters Score -1803867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1803873.000000 Penalty: 3177.880615
	Iteration 38Q: 3 clusters Score -1803873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1803885.875000 Penalty: 3177.880615
	Iteration 39Q: 3 clusters Score -1803886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1803893.875000 Penalty: 3177.880615
	Iteration 40F: 3 clusters Score -1803894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1803907.375000 Penalty: 3177.880615
	Iteration 41Q: 3 clusters Score -1803907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1803922.000000 Penalty: 3177.880615
	Iteration 42Q: 3 clusters Score -1803922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1803938.250000 Penalty: 3177.880615
	Iteration 43Q: 3 clusters Score -1803938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1803954.625000 Penalty: 3177.880615
	Iteration 44Q: 3 clusters Score -1803955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1803964.750000 Penalty: 3177.880615
	Iteration 45Q: 3 clusters Score -1803965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1803967.375000 Penalty: 3177.880615
	Iteration 46Q: 3 clusters Score -1803967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1803976.750000 Penalty: 3177.880615
	Iteration 47Q: 3 clusters Score -1803977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1803982.000000 Penalty: 3177.880615
	Iteration 48Q: 3 clusters Score -1803982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1803986.750000 Penalty: 3177.880615
	Iteration 49Q: 3 clusters Score -1803987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1803990.125000 Penalty: 3177.880615
	Iteration 50Q: 3 clusters Score -1803990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1803998.875000 Penalty: 3177.880615
	Iteration 51Q: 3 clusters Score -1803999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1804002.125000 Penalty: 3177.880615
	Iteration 52Q: 3 clusters Score -1804002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1804001.375000 Penalty: 3177.880615
	Iteration 53Q: 3 clusters Score -1804001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1804002.500000 Penalty: 3177.880615
	Iteration 54Q: 3 clusters Score -1804002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1804004.750000 Penalty: 3177.880615
	Iteration 55Q: 3 clusters Score -1804005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1804007.125000 Penalty: 3177.880615
	Iteration 56Q: 3 clusters Score -1804007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1804015.375000 Penalty: 3177.880615
	Iteration 57Q: 3 clusters Score -1804015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1804014.375000 Penalty: 3177.880615
	Iteration 58Q: 3 clusters Score -1804014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1804017.875000 Penalty: 3177.880615
	Iteration 59Q: 3 clusters Score -1804018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1804020.125000 Penalty: 3177.880615
	Iteration 60F: 3 clusters Score -1804020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1804019.500000 Penalty: 3177.880615
	Iteration 61Q: 3 clusters Score -1804020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1804021.000000 Penalty: 3177.880615
	Iteration 62Q: 3 clusters Score -1804021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1804029.875000 Penalty: 3177.880615
	Iteration 63Q: 3 clusters Score -1804030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1804027.250000 Penalty: 3177.880615
	Iteration 64Q: 3 clusters Score -1804027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1804028.750000 Penalty: 3177.880615
	Iteration 65Q: 3 clusters Score -1804029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1804028.875000 Penalty: 3177.880615
	Iteration 66Q: 3 clusters Score -1804029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1804032.625000 Penalty: 3177.880615
	Iteration 67Q: 3 clusters Score -1804033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1804032.625000 Penalty: 3177.880615
	Iteration 68Q: 3 clusters Score -1804033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1804032.500000 Penalty: 3177.880615
	Iteration 69Q: 3 clusters Score -1804032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1804033.875000 Penalty: 3177.880615
	Iteration 70Q: 3 clusters Score -1804034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1804036.000000 Penalty: 3177.880615
	Iteration 71Q: 3 clusters Score -1804036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1804036.750000 Penalty: 3177.880615
	Iteration 72Q: 3 clusters Score -1804037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1804037.875000 Penalty: 3177.880615
	Iteration 73Q: 3 clusters Score -1804038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1804036.000000 Penalty: 3177.880615
	Iteration 74Q: 3 clusters Score -1804036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1804034.750000 Penalty: 3177.880615
	Iteration 75Q: 3 clusters Score -1804035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1804035.375000 Penalty: 3177.880615
	Iteration 76Q: 3 clusters Score -1804035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1804035.375000 Penalty: 3177.880615
	Iteration 77F: 3 clusters Score -1804035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -990113.562500 Penalty: 1490.283569
	Iteration 0F: 2 clusters Score -990113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -983151.187500 Penalty: 2980.567139
	Iteration 0F: 3 clusters Score -983151.2 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -985421.062500 Penalty: 2980.567139
	Iteration 1F: 3 clusters Score -985421.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -985754.125000 Penalty: 2980.567139
	Iteration 2F: 3 clusters Score -985754.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -986017.375000 Penalty: 2980.567139
	Iteration 3F: 3 clusters Score -986017.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -986276.562500 Penalty: 2980.567139
	Iteration 4F: 3 clusters Score -986276.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -986547.875000 Penalty: 2980.567139
	Iteration 5Q: 3 clusters Score -986547.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -986911.625000 Penalty: 2980.567139
	Iteration 6Q: 3 clusters Score -986911.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -987367.750000 Penalty: 2980.567139
	Iteration 7F: 3 clusters Score -987367.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -987757.250000 Penalty: 2980.567139
	Iteration 8F: 3 clusters Score -987757.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -988010.250000 Penalty: 2980.567139
	Iteration 9Q: 3 clusters Score -988010.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -988180.687500 Penalty: 2980.567139
	Iteration 10Q: 3 clusters Score -988180.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -988310.687500 Penalty: 2980.567139
	Iteration 11Q: 3 clusters Score -988310.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -988398.375000 Penalty: 2980.567139
	Iteration 12Q: 3 clusters Score -988398.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -988458.562500 Penalty: 2980.567139
	Iteration 13Q: 3 clusters Score -988458.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -988501.250000 Penalty: 2980.567139
	Iteration 14Q: 3 clusters Score -988501.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -988536.187500 Penalty: 2980.567139
	Iteration 15Q: 3 clusters Score -988536.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -988556.687500 Penalty: 2980.567139
	Iteration 16Q: 3 clusters Score -988556.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -988572.562500 Penalty: 2980.567139
	Iteration 17Q: 3 clusters Score -988572.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -988586.250000 Penalty: 2980.567139
	Iteration 18Q: 3 clusters Score -988586.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -988598.125000 Penalty: 2980.567139
	Iteration 19Q: 3 clusters Score -988598.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -988604.750000 Penalty: 2980.567139
	Iteration 20F: 3 clusters Score -988604.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -988612.187500 Penalty: 2980.567139
	Iteration 21Q: 3 clusters Score -988612.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -988619.312500 Penalty: 2980.567139
	Iteration 22Q: 3 clusters Score -988619.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -988621.875000 Penalty: 2980.567139
	Iteration 23Q: 3 clusters Score -988621.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -988626.750000 Penalty: 2980.567139
	Iteration 24Q: 3 clusters Score -988626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -988628.750000 Penalty: 2980.567139
	Iteration 25Q: 3 clusters Score -988628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -988636.250000 Penalty: 2980.567139
	Iteration 26Q: 3 clusters Score -988636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -988640.000000 Penalty: 2980.567139
	Iteration 27Q: 3 clusters Score -988640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -988645.625000 Penalty: 2980.567139
	Iteration 28Q: 3 clusters Score -988645.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -988647.437500 Penalty: 2980.567139
	Iteration 29Q: 3 clusters Score -988647.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -988653.000000 Penalty: 2980.567139
	Iteration 30Q: 3 clusters Score -988653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -988659.187500 Penalty: 2980.567139
	Iteration 31Q: 3 clusters Score -988659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -988660.812500 Penalty: 2980.567139
	Iteration 32Q: 3 clusters Score -988660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -988663.000000 Penalty: 2980.567139
	Iteration 33Q: 3 clusters Score -988663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -988664.062500 Penalty: 2980.567139
	Iteration 34Q: 3 clusters Score -988664.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -988666.562500 Penalty: 2980.567139
	Iteration 35Q: 3 clusters Score -988666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -988669.750000 Penalty: 2980.567139
	Iteration 36Q: 3 clusters Score -988669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -988670.562500 Penalty: 2980.567139
	Iteration 37Q: 3 clusters Score -988670.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -988670.375000 Penalty: 2980.567139
	Iteration 38Q: 3 clusters Score -988670.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -988671.875000 Penalty: 2980.567139
	Iteration 39Q: 3 clusters Score -988671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -988674.000000 Penalty: 2980.567139
	Iteration 40F: 3 clusters Score -988674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -988674.625000 Penalty: 2980.567139
	Iteration 41Q: 3 clusters Score -988674.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -988678.125000 Penalty: 2980.567139
	Iteration 42Q: 3 clusters Score -988678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -988681.875000 Penalty: 2980.567139
	Iteration 43Q: 3 clusters Score -988681.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -988681.750000 Penalty: 2980.567139
	Iteration 44Q: 3 clusters Score -988681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -988684.750000 Penalty: 2980.567139
	Iteration 45Q: 3 clusters Score -988684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -988682.937500 Penalty: 2980.567139
	Iteration 46Q: 3 clusters Score -988682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -988685.687500 Penalty: 2980.567139
	Iteration 47Q: 3 clusters Score -988685.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -988685.187500 Penalty: 2980.567139
	Iteration 48Q: 3 clusters Score -988685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -988683.625000 Penalty: 2980.567139
	Iteration 49Q: 3 clusters Score -988683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -988689.437500 Penalty: 2980.567139
	Iteration 50Q: 3 clusters Score -988689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -988689.000000 Penalty: 2980.567139
	Iteration 51Q: 3 clusters Score -988689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -988689.750000 Penalty: 2980.567139
	Iteration 52Q: 3 clusters Score -988689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -988688.375000 Penalty: 2980.567139
	Iteration 53Q: 3 clusters Score -988688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -988691.437500 Penalty: 2980.567139
	Iteration 54Q: 3 clusters Score -988691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -988691.625000 Penalty: 2980.567139
	Iteration 55Q: 3 clusters Score -988691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -988691.625000 Penalty: 2980.567139
	Iteration 56F: 3 clusters Score -988691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (191447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Entering Unmasked Estep 
Score: -19934402.000000 Penalty: 1976.384521
	Iteration 0F: 2 clusters Score -1.99344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -19813046.000000 Penalty: 3952.769043
	Iteration 0F: 3 clusters Score -1.981305e+07 nChanged 92865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -19868268.000000 Penalty: 3952.769043
	Iteration 1F: 3 clusters Score -1.986827e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -19869554.000000 Penalty: 3952.769043
	Iteration 2Q: 3 clusters Score -1.986955e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 108928 members 
Entering Unmasked Estep 
Score: -19871376.000000 Penalty: 3952.769043
	Iteration 3Q: 3 clusters Score -1.987138e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -19874770.000000 Penalty: 3952.769043
	Iteration 4Q: 3 clusters Score -1.987477e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 127171 members 
Entering Unmasked Estep 
Score: -19881322.000000 Penalty: 3952.769043
	Iteration 5F: 3 clusters Score -1.988132e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 142004 members 
Entering Unmasked Estep 
Score: -19892368.000000 Penalty: 3952.769043
	Iteration 6F: 3 clusters Score -1.989237e+07 nChanged 17478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -19907006.000000 Penalty: 3952.769043
	Iteration 7F: 3 clusters Score -1.990701e+07 nChanged 15259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 174721 members 
Entering Unmasked Estep 
Score: -19919358.000000 Penalty: 3952.769043
	Iteration 8F: 3 clusters Score -1.991936e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 184519 members 
Entering Unmasked Estep 
Score: -19927202.000000 Penalty: 3952.769043
	Iteration 9F: 3 clusters Score -1.99272e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 188893 members 
Entering Unmasked Estep 
Score: -19930692.000000 Penalty: 3952.769043
	Iteration 10Q: 3 clusters Score -1.993069e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 190460 members 
Entering Unmasked Estep 
Score: -19931988.000000 Penalty: 3952.769043
	Iteration 11Q: 3 clusters Score -1.993199e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 190938 members 
Entering Unmasked Estep 
Score: -19932490.000000 Penalty: 3952.769043
	Iteration 12Q: 3 clusters Score -1.993249e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -19932716.000000 Penalty: 3952.769043
	Iteration 13Q: 3 clusters Score -1.993272e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 191137 members 
Entering Unmasked Estep 
Score: -19932780.000000 Penalty: 3952.769043
	Iteration 14Q: 3 clusters Score -1.993278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191158 members 
Entering Unmasked Estep 
Score: -19932860.000000 Penalty: 3952.769043
	Iteration 15Q: 3 clusters Score -1.993286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 191167 members 
Entering Unmasked Estep 
Score: -19932914.000000 Penalty: 3952.769043
	Iteration 16Q: 3 clusters Score -1.993291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 191167 members 
Entering Unmasked Estep 
Score: -19932942.000000 Penalty: 3952.769043
	Iteration 17Q: 3 clusters Score -1.993294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 191165 members 
Entering Unmasked Estep 
Score: -19932970.000000 Penalty: 3952.769043
	Iteration 18Q: 3 clusters Score -1.993297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 191165 members 
Entering Unmasked Estep 
Score: -19932986.000000 Penalty: 3952.769043
	Iteration 19Q: 3 clusters Score -1.993299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 191166 members 
Entering Unmasked Estep 
Score: -19933004.000000 Penalty: 3952.769043
	Iteration 20F: 3 clusters Score -1.9933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 191159 members 
Entering Unmasked Estep 
Score: -19933006.000000 Penalty: 3952.769043
	Iteration 21Q: 3 clusters Score -1.993301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 191156 members 
Entering Unmasked Estep 
Score: -19933038.000000 Penalty: 3952.769043
	Iteration 22Q: 3 clusters Score -1.993304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191154 members 
Entering Unmasked Estep 
Score: -19933046.000000 Penalty: 3952.769043
	Iteration 23Q: 3 clusters Score -1.993305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 191156 members 
Entering Unmasked Estep 
Score: -19933050.000000 Penalty: 3952.769043
	Iteration 24Q: 3 clusters Score -1.993305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191158 members 
Entering Unmasked Estep 
Score: -19933054.000000 Penalty: 3952.769043
	Iteration 25Q: 3 clusters Score -1.993305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191158 members 
Entering Unmasked Estep 
Score: -19933046.000000 Penalty: 3952.769043
	Iteration 26Q: 3 clusters Score -1.993305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 191157 members 
Entering Unmasked Estep 
Score: -19933062.000000 Penalty: 3952.769043
	Iteration 27Q: 3 clusters Score -1.993306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -19933060.000000 Penalty: 3952.769043
	Iteration 28Q: 3 clusters Score -1.993306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 191159 members 
Entering Unmasked Estep 
Score: -19933042.000000 Penalty: 3952.769043
	Iteration 29Q: 3 clusters Score -1.993304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -19933052.000000 Penalty: 3952.769043
	Iteration 30Q: 3 clusters Score -1.993305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 191159 members 
Entering Unmasked Estep 
Score: -19933068.000000 Penalty: 3952.769043
	Iteration 31Q: 3 clusters Score -1.993307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -19933074.000000 Penalty: 3952.769043
	Iteration 32Q: 3 clusters Score -1.993307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -19933074.000000 Penalty: 3952.769043
	Iteration 33Q: 3 clusters Score -1.993307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -19933078.000000 Penalty: 3952.769043
	Iteration 34Q: 3 clusters Score -1.993308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -19933078.000000 Penalty: 3952.769043
	Iteration 35Q: 3 clusters Score -1.993308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -19933080.000000 Penalty: 3952.769043
	Iteration 36Q: 3 clusters Score -1.993308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 191162 members 
Entering Unmasked Estep 
Score: -19933090.000000 Penalty: 3952.769043
	Iteration 37Q: 3 clusters Score -1.993309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 191162 members 
Entering Unmasked Estep 
Score: -19933090.000000 Penalty: 3952.769043
	Iteration 38F: 3 clusters Score -1.993309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Entering Unmasked Estep 
Score: -2923525.750000 Penalty: 1678.714600
	Iteration 0F: 2 clusters Score -2923526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2902960.750000 Penalty: 3357.429199
	Iteration 0F: 3 clusters Score -2902961 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2911190.500000 Penalty: 3357.429199
	Iteration 1F: 3 clusters Score -2911190 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2912003.000000 Penalty: 3357.429199
	Iteration 2F: 3 clusters Score -2912003 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2912977.000000 Penalty: 3357.429199
	Iteration 3F: 3 clusters Score -2912977 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2914105.000000 Penalty: 3357.429199
	Iteration 4F: 3 clusters Score -2914105 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2915391.500000 Penalty: 3357.429199
	Iteration 5F: 3 clusters Score -2915392 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2916572.500000 Penalty: 3357.429199
	Iteration 6F: 3 clusters Score -2916572 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2917555.750000 Penalty: 3357.429199
	Iteration 7F: 3 clusters Score -2917556 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2918481.000000 Penalty: 3357.429199
	Iteration 8Q: 3 clusters Score -2918481 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2919291.750000 Penalty: 3357.429199
	Iteration 9Q: 3 clusters Score -2919292 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2919917.750000 Penalty: 3357.429199
	Iteration 10Q: 3 clusters Score -2919918 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2920468.750000 Penalty: 3357.429199
	Iteration 11Q: 3 clusters Score -2920469 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2920979.500000 Penalty: 3357.429199
	Iteration 12Q: 3 clusters Score -2920980 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2921388.250000 Penalty: 3357.429199
	Iteration 13Q: 3 clusters Score -2921388 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2921725.000000 Penalty: 3357.429199
	Iteration 14Q: 3 clusters Score -2921725 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -2921965.500000 Penalty: 3357.429199
	Iteration 15Q: 3 clusters Score -2921966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2922145.500000 Penalty: 3357.429199
	Iteration 16Q: 3 clusters Score -2922146 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2922283.500000 Penalty: 3357.429199
	Iteration 17Q: 3 clusters Score -2922284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2922412.250000 Penalty: 3357.429199
	Iteration 18Q: 3 clusters Score -2922412 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -2922498.000000 Penalty: 3357.429199
	Iteration 19Q: 3 clusters Score -2922498 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -2922549.750000 Penalty: 3357.429199
	Iteration 20F: 3 clusters Score -2922550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -2922596.500000 Penalty: 3357.429199
	Iteration 21Q: 3 clusters Score -2922596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -2922624.500000 Penalty: 3357.429199
	Iteration 22Q: 3 clusters Score -2922624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -2922648.500000 Penalty: 3357.429199
	Iteration 23Q: 3 clusters Score -2922648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -2922668.250000 Penalty: 3357.429199
	Iteration 24Q: 3 clusters Score -2922668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -2922694.750000 Penalty: 3357.429199
	Iteration 25Q: 3 clusters Score -2922695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -2922727.250000 Penalty: 3357.429199
	Iteration 26Q: 3 clusters Score -2922727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -2922774.750000 Penalty: 3357.429199
	Iteration 27Q: 3 clusters Score -2922775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -2922830.500000 Penalty: 3357.429199
	Iteration 28Q: 3 clusters Score -2922830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -2922891.000000 Penalty: 3357.429199
	Iteration 29Q: 3 clusters Score -2922891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -2922931.250000 Penalty: 3357.429199
	Iteration 30Q: 3 clusters Score -2922931 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -2922981.500000 Penalty: 3357.429199
	Iteration 31Q: 3 clusters Score -2922982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -2923003.500000 Penalty: 3357.429199
	Iteration 32Q: 3 clusters Score -2923004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -2923037.250000 Penalty: 3357.429199
	Iteration 33Q: 3 clusters Score -2923037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -2923055.500000 Penalty: 3357.429199
	Iteration 34Q: 3 clusters Score -2923056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -2923071.250000 Penalty: 3357.429199
	Iteration 35Q: 3 clusters Score -2923071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -2923076.000000 Penalty: 3357.429199
	Iteration 36Q: 3 clusters Score -2923076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -2923079.750000 Penalty: 3357.429199
	Iteration 37Q: 3 clusters Score -2923080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -2923084.250000 Penalty: 3357.429199
	Iteration 38Q: 3 clusters Score -2923084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -2923086.500000 Penalty: 3357.429199
	Iteration 39Q: 3 clusters Score -2923086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2923088.500000 Penalty: 3357.429199
	Iteration 40F: 3 clusters Score -2923088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2923094.000000 Penalty: 3357.429199
	Iteration 41Q: 3 clusters Score -2923094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -2923094.500000 Penalty: 3357.429199
	Iteration 42Q: 3 clusters Score -2923094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -2923099.500000 Penalty: 3357.429199
	Iteration 43Q: 3 clusters Score -2923100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -2923099.750000 Penalty: 3357.429199
	Iteration 44Q: 3 clusters Score -2923100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -2923098.250000 Penalty: 3357.429199
	Iteration 45Q: 3 clusters Score -2923098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2923098.750000 Penalty: 3357.429199
	Iteration 46Q: 3 clusters Score -2923099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2923102.000000 Penalty: 3357.429199
	Iteration 47Q: 3 clusters Score -2923102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -2923102.000000 Penalty: 3357.429199
	Iteration 48Q: 3 clusters Score -2923102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2923104.500000 Penalty: 3357.429199
	Iteration 49Q: 3 clusters Score -2923104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2923104.500000 Penalty: 3357.429199
	Iteration 50F: 3 clusters Score -2923104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -544454.000000 Penalty: 1405.592407
	Iteration 0F: 2 clusters Score -544454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -540100.250000 Penalty: 2811.184814
	Iteration 0F: 3 clusters Score -540100.2 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -541751.437500 Penalty: 2811.184814
	Iteration 1F: 3 clusters Score -541751.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -542291.000000 Penalty: 2811.184814
	Iteration 2F: 3 clusters Score -542291 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -542704.750000 Penalty: 2811.184814
	Iteration 3F: 3 clusters Score -542704.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -542941.812500 Penalty: 2811.184814
	Iteration 4F: 3 clusters Score -542941.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -543120.937500 Penalty: 2811.184814
	Iteration 5Q: 3 clusters Score -543120.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -543225.812500 Penalty: 2811.184814
	Iteration 6Q: 3 clusters Score -543225.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -543281.625000 Penalty: 2811.184814
	Iteration 7Q: 3 clusters Score -543281.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -543322.000000 Penalty: 2811.184814
	Iteration 8Q: 3 clusters Score -543322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -543359.687500 Penalty: 2811.184814
	Iteration 9Q: 3 clusters Score -543359.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -543382.937500 Penalty: 2811.184814
	Iteration 10Q: 3 clusters Score -543382.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -543405.937500 Penalty: 2811.184814
	Iteration 11Q: 3 clusters Score -543405.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -543426.000000 Penalty: 2811.184814
	Iteration 12Q: 3 clusters Score -543426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -543446.625000 Penalty: 2811.184814
	Iteration 13Q: 3 clusters Score -543446.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -543460.000000 Penalty: 2811.184814
	Iteration 14Q: 3 clusters Score -543460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -543480.937500 Penalty: 2811.184814
	Iteration 15Q: 3 clusters Score -543480.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -543499.375000 Penalty: 2811.184814
	Iteration 16Q: 3 clusters Score -543499.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -543521.937500 Penalty: 2811.184814
	Iteration 17Q: 3 clusters Score -543521.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -543538.750000 Penalty: 2811.184814
	Iteration 18Q: 3 clusters Score -543538.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -543550.125000 Penalty: 2811.184814
	Iteration 19Q: 3 clusters Score -543550.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -543556.625000 Penalty: 2811.184814
	Iteration 20F: 3 clusters Score -543556.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -543561.500000 Penalty: 2811.184814
	Iteration 21Q: 3 clusters Score -543561.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -543569.625000 Penalty: 2811.184814
	Iteration 22Q: 3 clusters Score -543569.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -543573.687500 Penalty: 2811.184814
	Iteration 23Q: 3 clusters Score -543573.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -543577.250000 Penalty: 2811.184814
	Iteration 24Q: 3 clusters Score -543577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -543582.250000 Penalty: 2811.184814
	Iteration 25Q: 3 clusters Score -543582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -543582.437500 Penalty: 2811.184814
	Iteration 26Q: 3 clusters Score -543582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -543582.187500 Penalty: 2811.184814
	Iteration 27Q: 3 clusters Score -543582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -543583.125000 Penalty: 2811.184814
	Iteration 28Q: 3 clusters Score -543583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -543583.250000 Penalty: 2811.184814
	Iteration 29Q: 3 clusters Score -543583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -543583.625000 Penalty: 2811.184814
	Iteration 30Q: 3 clusters Score -543583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -543583.875000 Penalty: 2811.184814
	Iteration 31Q: 3 clusters Score -543583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -543584.312500 Penalty: 2811.184814
	Iteration 32Q: 3 clusters Score -543584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -543584.687500 Penalty: 2811.184814
	Iteration 33Q: 3 clusters Score -543584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -543584.312500 Penalty: 2811.184814
	Iteration 34Q: 3 clusters Score -543584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -543584.437500 Penalty: 2811.184814
	Iteration 35Q: 3 clusters Score -543584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -543584.437500 Penalty: 2811.184814
	Iteration 36F: 3 clusters Score -543584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Entering Unmasked Estep 
Score: -3108792.750000 Penalty: 1674.987915
	Iteration 0F: 2 clusters Score -3108793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3088820.750000 Penalty: 3349.975830
	Iteration 0F: 3 clusters Score -3088821 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3096878.750000 Penalty: 3349.975830
	Iteration 1F: 3 clusters Score -3096879 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3097636.750000 Penalty: 3349.975830
	Iteration 2F: 3 clusters Score -3097637 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3098552.750000 Penalty: 3349.975830
	Iteration 3F: 3 clusters Score -3098553 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3099755.500000 Penalty: 3349.975830
	Iteration 4F: 3 clusters Score -3099756 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3101144.250000 Penalty: 3349.975830
	Iteration 5F: 3 clusters Score -3101144 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3102639.250000 Penalty: 3349.975830
	Iteration 6F: 3 clusters Score -3102639 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3104065.500000 Penalty: 3349.975830
	Iteration 7F: 3 clusters Score -3104066 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3105214.000000 Penalty: 3349.975830
	Iteration 8Q: 3 clusters Score -3105214 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3105994.500000 Penalty: 3349.975830
	Iteration 9Q: 3 clusters Score -3105994 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3106487.250000 Penalty: 3349.975830
	Iteration 10Q: 3 clusters Score -3106487 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3106802.000000 Penalty: 3349.975830
	Iteration 11Q: 3 clusters Score -3106802 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3106985.500000 Penalty: 3349.975830
	Iteration 12Q: 3 clusters Score -3106986 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3107072.000000 Penalty: 3349.975830
	Iteration 13Q: 3 clusters Score -3107072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3107139.750000 Penalty: 3349.975830
	Iteration 14Q: 3 clusters Score -3107140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3107202.000000 Penalty: 3349.975830
	Iteration 15Q: 3 clusters Score -3107202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3107229.000000 Penalty: 3349.975830
	Iteration 16Q: 3 clusters Score -3107229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3107246.250000 Penalty: 3349.975830
	Iteration 17Q: 3 clusters Score -3107246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3107258.250000 Penalty: 3349.975830
	Iteration 18Q: 3 clusters Score -3107258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3107266.750000 Penalty: 3349.975830
	Iteration 19Q: 3 clusters Score -3107267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3107270.250000 Penalty: 3349.975830
	Iteration 20F: 3 clusters Score -3107270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3107283.750000 Penalty: 3349.975830
	Iteration 21Q: 3 clusters Score -3107284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3107292.500000 Penalty: 3349.975830
	Iteration 22Q: 3 clusters Score -3107292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3107295.500000 Penalty: 3349.975830
	Iteration 23Q: 3 clusters Score -3107296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3107298.500000 Penalty: 3349.975830
	Iteration 24Q: 3 clusters Score -3107298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3107298.500000 Penalty: 3349.975830
	Iteration 25Q: 3 clusters Score -3107298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3107303.500000 Penalty: 3349.975830
	Iteration 26Q: 3 clusters Score -3107304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3107313.500000 Penalty: 3349.975830
	Iteration 27Q: 3 clusters Score -3107314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3107323.500000 Penalty: 3349.975830
	Iteration 28Q: 3 clusters Score -3107324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3107329.000000 Penalty: 3349.975830
	Iteration 29Q: 3 clusters Score -3107329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3107332.000000 Penalty: 3349.975830
	Iteration 30Q: 3 clusters Score -3107332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3107336.500000 Penalty: 3349.975830
	Iteration 31Q: 3 clusters Score -3107336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3107334.250000 Penalty: 3349.975830
	Iteration 32Q: 3 clusters Score -3107334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3107335.250000 Penalty: 3349.975830
	Iteration 33Q: 3 clusters Score -3107335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3107339.250000 Penalty: 3349.975830
	Iteration 34Q: 3 clusters Score -3107339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3107339.250000 Penalty: 3349.975830
	Iteration 35Q: 3 clusters Score -3107339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3107339.250000 Penalty: 3349.975830
	Iteration 36F: 3 clusters Score -3107339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Entering Unmasked Estep 
Score: -3897002.000000 Penalty: 1711.474243
	Iteration 0F: 2 clusters Score -3897002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3871859.250000 Penalty: 3422.948486
	Iteration 0F: 3 clusters Score -3871859 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3881762.750000 Penalty: 3422.948486
	Iteration 1F: 3 clusters Score -3881763 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3882228.000000 Penalty: 3422.948486
	Iteration 2Q: 3 clusters Score -3882228 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3882770.000000 Penalty: 3422.948486
	Iteration 3Q: 3 clusters Score -3882770 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3883497.000000 Penalty: 3422.948486
	Iteration 4Q: 3 clusters Score -3883497 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3884563.000000 Penalty: 3422.948486
	Iteration 5F: 3 clusters Score -3884563 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3885901.500000 Penalty: 3422.948486
	Iteration 6F: 3 clusters Score -3885902 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3887615.750000 Penalty: 3422.948486
	Iteration 7F: 3 clusters Score -3887616 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3889385.250000 Penalty: 3422.948486
	Iteration 8F: 3 clusters Score -3889385 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3890810.000000 Penalty: 3422.948486
	Iteration 9Q: 3 clusters Score -3890810 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3891699.500000 Penalty: 3422.948486
	Iteration 10Q: 3 clusters Score -3891700 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3892385.250000 Penalty: 3422.948486
	Iteration 11Q: 3 clusters Score -3892385 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3892952.750000 Penalty: 3422.948486
	Iteration 12Q: 3 clusters Score -3892953 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3893410.750000 Penalty: 3422.948486
	Iteration 13Q: 3 clusters Score -3893411 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3893800.000000 Penalty: 3422.948486
	Iteration 14Q: 3 clusters Score -3893800 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3894098.750000 Penalty: 3422.948486
	Iteration 15Q: 3 clusters Score -3894099 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3894383.000000 Penalty: 3422.948486
	Iteration 16Q: 3 clusters Score -3894383 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3894612.500000 Penalty: 3422.948486
	Iteration 17Q: 3 clusters Score -3894612 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3894790.250000 Penalty: 3422.948486
	Iteration 18Q: 3 clusters Score -3894790 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3894922.750000 Penalty: 3422.948486
	Iteration 19Q: 3 clusters Score -3894923 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3895062.750000 Penalty: 3422.948486
	Iteration 20F: 3 clusters Score -3895063 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3895191.000000 Penalty: 3422.948486
	Iteration 21Q: 3 clusters Score -3895191 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3895291.500000 Penalty: 3422.948486
	Iteration 22Q: 3 clusters Score -3895292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3895355.500000 Penalty: 3422.948486
	Iteration 23Q: 3 clusters Score -3895356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3895409.500000 Penalty: 3422.948486
	Iteration 24Q: 3 clusters Score -3895410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3895447.500000 Penalty: 3422.948486
	Iteration 25Q: 3 clusters Score -3895448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3895473.500000 Penalty: 3422.948486
	Iteration 26Q: 3 clusters Score -3895474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3895496.750000 Penalty: 3422.948486
	Iteration 27Q: 3 clusters Score -3895497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3895508.750000 Penalty: 3422.948486
	Iteration 28Q: 3 clusters Score -3895509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3895531.250000 Penalty: 3422.948486
	Iteration 29Q: 3 clusters Score -3895531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3895533.250000 Penalty: 3422.948486
	Iteration 30Q: 3 clusters Score -3895533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3895543.250000 Penalty: 3422.948486
	Iteration 31Q: 3 clusters Score -3895543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3895541.250000 Penalty: 3422.948486
	Iteration 32Q: 3 clusters Score -3895541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3895550.000000 Penalty: 3422.948486
	Iteration 33Q: 3 clusters Score -3895550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3895552.250000 Penalty: 3422.948486
	Iteration 34Q: 3 clusters Score -3895552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3895558.500000 Penalty: 3422.948486
	Iteration 35Q: 3 clusters Score -3895558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3895559.750000 Penalty: 3422.948486
	Iteration 36Q: 3 clusters Score -3895560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3895559.250000 Penalty: 3422.948486
	Iteration 37Q: 3 clusters Score -3895559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3895559.250000 Penalty: 3422.948486
	Iteration 38F: 3 clusters Score -3895559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Entering Unmasked Estep 
Score: -16106522.000000 Penalty: 1941.787720
	Iteration 0F: 2 clusters Score -1.610652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -16006328.000000 Penalty: 3883.575439
	Iteration 0F: 3 clusters Score -1.600633e+07 nChanged 74409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -16050852.000000 Penalty: 3883.575439
	Iteration 1F: 3 clusters Score -1.605085e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -16052402.000000 Penalty: 3883.575439
	Iteration 2Q: 3 clusters Score -1.60524e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -16054875.000000 Penalty: 3883.575439
	Iteration 3Q: 3 clusters Score -1.605488e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -16058720.000000 Penalty: 3883.575439
	Iteration 4Q: 3 clusters Score -1.605872e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -16064730.000000 Penalty: 3883.575439
	Iteration 5F: 3 clusters Score -1.606473e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 112166 members 
Entering Unmasked Estep 
Score: -16072860.000000 Penalty: 3883.575439
	Iteration 6F: 3 clusters Score -1.607286e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -16082009.000000 Penalty: 3883.575439
	Iteration 7F: 3 clusters Score -1.608201e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 133362 members 
Entering Unmasked Estep 
Score: -16090672.000000 Penalty: 3883.575439
	Iteration 8F: 3 clusters Score -1.609067e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -16097324.000000 Penalty: 3883.575439
	Iteration 9F: 3 clusters Score -1.609732e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 146529 members 
Entering Unmasked Estep 
Score: -16101028.000000 Penalty: 3883.575439
	Iteration 10Q: 3 clusters Score -1.610103e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -16103006.000000 Penalty: 3883.575439
	Iteration 11Q: 3 clusters Score -1.610301e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -16103876.000000 Penalty: 3883.575439
	Iteration 12Q: 3 clusters Score -1.610388e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -16104368.000000 Penalty: 3883.575439
	Iteration 13Q: 3 clusters Score -1.610437e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -16104595.000000 Penalty: 3883.575439
	Iteration 14Q: 3 clusters Score -1.61046e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -16104705.000000 Penalty: 3883.575439
	Iteration 15Q: 3 clusters Score -1.61047e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 153737 members 
Entering Unmasked Estep 
Score: -16104790.000000 Penalty: 3883.575439
	Iteration 16Q: 3 clusters Score -1.610479e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -16104859.000000 Penalty: 3883.575439
	Iteration 17Q: 3 clusters Score -1.610486e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -16104888.000000 Penalty: 3883.575439
	Iteration 18Q: 3 clusters Score -1.610489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -16104906.000000 Penalty: 3883.575439
	Iteration 19Q: 3 clusters Score -1.610491e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -16104903.000000 Penalty: 3883.575439
	Iteration 20F: 3 clusters Score -1.61049e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -16104923.000000 Penalty: 3883.575439
	Iteration 21Q: 3 clusters Score -1.610492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -16104929.000000 Penalty: 3883.575439
	Iteration 22Q: 3 clusters Score -1.610493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -16104938.000000 Penalty: 3883.575439
	Iteration 23Q: 3 clusters Score -1.610494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -16104952.000000 Penalty: 3883.575439
	Iteration 24Q: 3 clusters Score -1.610495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -16104951.000000 Penalty: 3883.575439
	Iteration 25Q: 3 clusters Score -1.610495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -16104978.000000 Penalty: 3883.575439
	Iteration 26Q: 3 clusters Score -1.610498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 154125 members 
Entering Unmasked Estep 
Score: -16104985.000000 Penalty: 3883.575439
	Iteration 27Q: 3 clusters Score -1.610498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -16104987.000000 Penalty: 3883.575439
	Iteration 28Q: 3 clusters Score -1.610499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -16104987.000000 Penalty: 3883.575439
	Iteration 29Q: 3 clusters Score -1.610499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -16104976.000000 Penalty: 3883.575439
	Iteration 30Q: 3 clusters Score -1.610498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -16104994.000000 Penalty: 3883.575439
	Iteration 31Q: 3 clusters Score -1.610499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -16105006.000000 Penalty: 3883.575439
	Iteration 32Q: 3 clusters Score -1.610501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -16105012.000000 Penalty: 3883.575439
	Iteration 33Q: 3 clusters Score -1.610501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 154168 members 
Entering Unmasked Estep 
Score: -16105008.000000 Penalty: 3883.575439
	Iteration 34Q: 3 clusters Score -1.610501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -16105003.000000 Penalty: 3883.575439
	Iteration 35Q: 3 clusters Score -1.6105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -16105008.000000 Penalty: 3883.575439
	Iteration 36Q: 3 clusters Score -1.610501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -16105021.000000 Penalty: 3883.575439
	Iteration 37Q: 3 clusters Score -1.610502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -16105012.000000 Penalty: 3883.575439
	Iteration 38Q: 3 clusters Score -1.610501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -16105012.000000 Penalty: 3883.575439
	Iteration 39F: 3 clusters Score -1.610501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -845768.000000 Penalty: 1464.926758
	Iteration 0F: 2 clusters Score -845768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -839696.875000 Penalty: 2929.853516
	Iteration 0F: 3 clusters Score -839696.9 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -841658.250000 Penalty: 2929.853516
	Iteration 1F: 3 clusters Score -841658.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -842046.062500 Penalty: 2929.853516
	Iteration 2F: 3 clusters Score -842046.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -842391.375000 Penalty: 2929.853516
	Iteration 3F: 3 clusters Score -842391.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -842707.500000 Penalty: 2929.853516
	Iteration 4F: 3 clusters Score -842707.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -843039.250000 Penalty: 2929.853516
	Iteration 5F: 3 clusters Score -843039.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -843366.125000 Penalty: 2929.853516
	Iteration 6F: 3 clusters Score -843366.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -843627.687500 Penalty: 2929.853516
	Iteration 7Q: 3 clusters Score -843627.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -843834.562500 Penalty: 2929.853516
	Iteration 8Q: 3 clusters Score -843834.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -843982.687500 Penalty: 2929.853516
	Iteration 9Q: 3 clusters Score -843982.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -844101.000000 Penalty: 2929.853516
	Iteration 10Q: 3 clusters Score -844101 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -844193.125000 Penalty: 2929.853516
	Iteration 11Q: 3 clusters Score -844193.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -844263.500000 Penalty: 2929.853516
	Iteration 12Q: 3 clusters Score -844263.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -844317.875000 Penalty: 2929.853516
	Iteration 13Q: 3 clusters Score -844317.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -844373.250000 Penalty: 2929.853516
	Iteration 14Q: 3 clusters Score -844373.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -844407.687500 Penalty: 2929.853516
	Iteration 15Q: 3 clusters Score -844407.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -844443.250000 Penalty: 2929.853516
	Iteration 16Q: 3 clusters Score -844443.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -844475.812500 Penalty: 2929.853516
	Iteration 17Q: 3 clusters Score -844475.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -844502.187500 Penalty: 2929.853516
	Iteration 18Q: 3 clusters Score -844502.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -844524.625000 Penalty: 2929.853516
	Iteration 19Q: 3 clusters Score -844524.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -844546.437500 Penalty: 2929.853516
	Iteration 20F: 3 clusters Score -844546.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -844565.625000 Penalty: 2929.853516
	Iteration 21Q: 3 clusters Score -844565.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -844586.562500 Penalty: 2929.853516
	Iteration 22Q: 3 clusters Score -844586.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -844601.500000 Penalty: 2929.853516
	Iteration 23Q: 3 clusters Score -844601.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -844607.625000 Penalty: 2929.853516
	Iteration 24Q: 3 clusters Score -844607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -844612.562500 Penalty: 2929.853516
	Iteration 25Q: 3 clusters Score -844612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -844614.125000 Penalty: 2929.853516
	Iteration 26Q: 3 clusters Score -844614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -844622.812500 Penalty: 2929.853516
	Iteration 27Q: 3 clusters Score -844622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -844625.000000 Penalty: 2929.853516
	Iteration 28Q: 3 clusters Score -844625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -844632.000000 Penalty: 2929.853516
	Iteration 29Q: 3 clusters Score -844632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -844637.000000 Penalty: 2929.853516
	Iteration 30Q: 3 clusters Score -844637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -844641.250000 Penalty: 2929.853516
	Iteration 31Q: 3 clusters Score -844641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -844649.312500 Penalty: 2929.853516
	Iteration 32Q: 3 clusters Score -844649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -844656.062500 Penalty: 2929.853516
	Iteration 33Q: 3 clusters Score -844656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -844661.000000 Penalty: 2929.853516
	Iteration 34Q: 3 clusters Score -844661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -844664.937500 Penalty: 2929.853516
	Iteration 35Q: 3 clusters Score -844664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -844666.312500 Penalty: 2929.853516
	Iteration 36Q: 3 clusters Score -844666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -844669.187500 Penalty: 2929.853516
	Iteration 37Q: 3 clusters Score -844669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -844671.625000 Penalty: 2929.853516
	Iteration 38Q: 3 clusters Score -844671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -844671.625000 Penalty: 2929.853516
	Iteration 39F: 3 clusters Score -844671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -303484.187500 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -303484.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -300704.406250 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -300704.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -301558.562500 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -301558.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -301835.312500 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -301835.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -302000.687500 Penalty: 2622.434326
	Iteration 3F: 3 clusters Score -302000.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -302121.406250 Penalty: 2622.434326
	Iteration 4F: 3 clusters Score -302121.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -302222.687500 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -302222.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -302315.343750 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -302315.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -302396.718750 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -302396.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -302466.875000 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -302466.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -302530.343750 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -302530.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302594.687500 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -302594.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -302651.312500 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -302651.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302688.500000 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -302688.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -302710.906250 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -302710.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -302733.062500 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -302733.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -302747.156250 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -302747.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -302761.093750 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -302761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -302769.750000 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -302769.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -302775.562500 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -302775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -302781.250000 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -302781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -302783.687500 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -302783.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -302787.875000 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -302787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -302793.312500 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -302793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -302797.656250 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -302797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -302801.250000 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -302801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -302803.937500 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -302803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -302806.062500 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -302806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -302806.437500 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -302806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -302807.406250 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -302807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -302807.406250 Penalty: 2622.434326
	Iteration 29F: 3 clusters Score -302807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -143011.625000 Penalty: 1203.195435
	Iteration 0F: 2 clusters Score -143011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -141186.875000 Penalty: 2406.390869
	Iteration 0F: 3 clusters Score -141186.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -141623.484375 Penalty: 2406.390869
	Iteration 1F: 3 clusters Score -141623.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -141808.843750 Penalty: 2406.390869
	Iteration 2F: 3 clusters Score -141808.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -141926.390625 Penalty: 2406.390869
	Iteration 3F: 3 clusters Score -141926.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -142030.640625 Penalty: 2406.390869
	Iteration 4F: 3 clusters Score -142030.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142120.015625 Penalty: 2406.390869
	Iteration 5F: 3 clusters Score -142120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142183.546875 Penalty: 2406.390869
	Iteration 6Q: 3 clusters Score -142183.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142257.578125 Penalty: 2406.390869
	Iteration 7Q: 3 clusters Score -142257.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142331.703125 Penalty: 2406.390869
	Iteration 8Q: 3 clusters Score -142331.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142396.546875 Penalty: 2406.390869
	Iteration 9Q: 3 clusters Score -142396.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -142432.031250 Penalty: 2406.390869
	Iteration 10Q: 3 clusters Score -142432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142468.421875 Penalty: 2406.390869
	Iteration 11Q: 3 clusters Score -142468.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142496.609375 Penalty: 2406.390869
	Iteration 12Q: 3 clusters Score -142496.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -142508.765625 Penalty: 2406.390869
	Iteration 13Q: 3 clusters Score -142508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142519.531250 Penalty: 2406.390869
	Iteration 14Q: 3 clusters Score -142519.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -142532.281250 Penalty: 2406.390869
	Iteration 15Q: 3 clusters Score -142532.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142553.015625 Penalty: 2406.390869
	Iteration 16Q: 3 clusters Score -142553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142570.671875 Penalty: 2406.390869
	Iteration 17Q: 3 clusters Score -142570.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -142584.937500 Penalty: 2406.390869
	Iteration 18Q: 3 clusters Score -142584.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142601.281250 Penalty: 2406.390869
	Iteration 19Q: 3 clusters Score -142601.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142614.921875 Penalty: 2406.390869
	Iteration 20F: 3 clusters Score -142614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142623.453125 Penalty: 2406.390869
	Iteration 21Q: 3 clusters Score -142623.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142634.828125 Penalty: 2406.390869
	Iteration 22Q: 3 clusters Score -142634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142638.593750 Penalty: 2406.390869
	Iteration 23Q: 3 clusters Score -142638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142640.375000 Penalty: 2406.390869
	Iteration 24Q: 3 clusters Score -142640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142640.375000 Penalty: 2406.390869
	Iteration 25F: 3 clusters Score -142640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Entering Unmasked Estep 
Score: -1134884.625000 Penalty: 1509.996948
	Iteration 0F: 2 clusters Score -1134885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1127130.250000 Penalty: 3019.993896
	Iteration 0F: 3 clusters Score -1127130 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1129783.625000 Penalty: 3019.993896
	Iteration 1F: 3 clusters Score -1129784 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1130136.750000 Penalty: 3019.993896
	Iteration 2F: 3 clusters Score -1130137 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1130460.500000 Penalty: 3019.993896
	Iteration 3F: 3 clusters Score -1130460 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1130786.250000 Penalty: 3019.993896
	Iteration 4F: 3 clusters Score -1130786 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1131089.250000 Penalty: 3019.993896
	Iteration 5F: 3 clusters Score -1131089 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1131425.125000 Penalty: 3019.993896
	Iteration 6Q: 3 clusters Score -1131425 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1131810.375000 Penalty: 3019.993896
	Iteration 7F: 3 clusters Score -1131810 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1132197.750000 Penalty: 3019.993896
	Iteration 8F: 3 clusters Score -1132198 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1132552.875000 Penalty: 3019.993896
	Iteration 9Q: 3 clusters Score -1132553 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1132912.750000 Penalty: 3019.993896
	Iteration 10Q: 3 clusters Score -1132913 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1133181.500000 Penalty: 3019.993896
	Iteration 11Q: 3 clusters Score -1133182 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1133397.125000 Penalty: 3019.993896
	Iteration 12Q: 3 clusters Score -1133397 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1133546.750000 Penalty: 3019.993896
	Iteration 13Q: 3 clusters Score -1133547 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1133656.500000 Penalty: 3019.993896
	Iteration 14Q: 3 clusters Score -1133656 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1133724.375000 Penalty: 3019.993896
	Iteration 15Q: 3 clusters Score -1133724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1133758.000000 Penalty: 3019.993896
	Iteration 16Q: 3 clusters Score -1133758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1133780.125000 Penalty: 3019.993896
	Iteration 17Q: 3 clusters Score -1133780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1133797.750000 Penalty: 3019.993896
	Iteration 18Q: 3 clusters Score -1133798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1133811.500000 Penalty: 3019.993896
	Iteration 19Q: 3 clusters Score -1133812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1133822.250000 Penalty: 3019.993896
	Iteration 20F: 3 clusters Score -1133822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1133827.625000 Penalty: 3019.993896
	Iteration 21Q: 3 clusters Score -1133828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1133834.250000 Penalty: 3019.993896
	Iteration 22Q: 3 clusters Score -1133834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1133842.500000 Penalty: 3019.993896
	Iteration 23Q: 3 clusters Score -1133842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1133845.625000 Penalty: 3019.993896
	Iteration 24Q: 3 clusters Score -1133846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1133856.125000 Penalty: 3019.993896
	Iteration 25Q: 3 clusters Score -1133856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1133866.500000 Penalty: 3019.993896
	Iteration 26Q: 3 clusters Score -1133866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1133887.750000 Penalty: 3019.993896
	Iteration 27Q: 3 clusters Score -1133888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1133916.875000 Penalty: 3019.993896
	Iteration 28Q: 3 clusters Score -1133917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1133958.375000 Penalty: 3019.993896
	Iteration 29Q: 3 clusters Score -1133958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1134042.250000 Penalty: 3019.993896
	Iteration 30Q: 3 clusters Score -1134042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1134118.625000 Penalty: 3019.993896
	Iteration 31Q: 3 clusters Score -1134119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1134159.250000 Penalty: 3019.993896
	Iteration 32Q: 3 clusters Score -1134159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1134180.875000 Penalty: 3019.993896
	Iteration 33Q: 3 clusters Score -1134181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1134193.125000 Penalty: 3019.993896
	Iteration 34Q: 3 clusters Score -1134193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1134204.250000 Penalty: 3019.993896
	Iteration 35Q: 3 clusters Score -1134204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1134211.000000 Penalty: 3019.993896
	Iteration 36Q: 3 clusters Score -1134211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1134219.500000 Penalty: 3019.993896
	Iteration 37Q: 3 clusters Score -1134220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1134218.750000 Penalty: 3019.993896
	Iteration 38Q: 3 clusters Score -1134219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1134221.250000 Penalty: 3019.993896
	Iteration 39Q: 3 clusters Score -1134221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1134222.250000 Penalty: 3019.993896
	Iteration 40F: 3 clusters Score -1134222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1134221.750000 Penalty: 3019.993896
	Iteration 41Q: 3 clusters Score -1134222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1134222.250000 Penalty: 3019.993896
	Iteration 42Q: 3 clusters Score -1134222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1134221.625000 Penalty: 3019.993896
	Iteration 43Q: 3 clusters Score -1134222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1134222.500000 Penalty: 3019.993896
	Iteration 44Q: 3 clusters Score -1134222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1134225.250000 Penalty: 3019.993896
	Iteration 45Q: 3 clusters Score -1134225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1134223.250000 Penalty: 3019.993896
	Iteration 46Q: 3 clusters Score -1134223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1134222.750000 Penalty: 3019.993896
	Iteration 47Q: 3 clusters Score -1134223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1134223.500000 Penalty: 3019.993896
	Iteration 48Q: 3 clusters Score -1134224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1134223.750000 Penalty: 3019.993896
	Iteration 49Q: 3 clusters Score -1134224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1134224.250000 Penalty: 3019.993896
	Iteration 50Q: 3 clusters Score -1134224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1134225.000000 Penalty: 3019.993896
	Iteration 51Q: 3 clusters Score -1134225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1134226.625000 Penalty: 3019.993896
	Iteration 52Q: 3 clusters Score -1134227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1134225.625000 Penalty: 3019.993896
	Iteration 53Q: 3 clusters Score -1134226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1134229.000000 Penalty: 3019.993896
	Iteration 54Q: 3 clusters Score -1134229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1134227.875000 Penalty: 3019.993896
	Iteration 55Q: 3 clusters Score -1134228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1134229.250000 Penalty: 3019.993896
	Iteration 56Q: 3 clusters Score -1134229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1134230.000000 Penalty: 3019.993896
	Iteration 57Q: 3 clusters Score -1134230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1134228.250000 Penalty: 3019.993896
	Iteration 58Q: 3 clusters Score -1134228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1134228.250000 Penalty: 3019.993896
	Iteration 59F: 3 clusters Score -1134228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -548329.250000 Penalty: 1401.353394
	Iteration 0F: 2 clusters Score -548329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -544006.375000 Penalty: 2802.706787
	Iteration 0F: 3 clusters Score -544006.4 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -545217.562500 Penalty: 2802.706787
	Iteration 1F: 3 clusters Score -545217.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -545478.187500 Penalty: 2802.706787
	Iteration 2F: 3 clusters Score -545478.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -545749.062500 Penalty: 2802.706787
	Iteration 3F: 3 clusters Score -545749.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -545996.187500 Penalty: 2802.706787
	Iteration 4F: 3 clusters Score -545996.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -546230.250000 Penalty: 2802.706787
	Iteration 5F: 3 clusters Score -546230.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -546433.750000 Penalty: 2802.706787
	Iteration 6Q: 3 clusters Score -546433.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -546616.062500 Penalty: 2802.706787
	Iteration 7Q: 3 clusters Score -546616.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -546769.437500 Penalty: 2802.706787
	Iteration 8Q: 3 clusters Score -546769.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -546873.937500 Penalty: 2802.706787
	Iteration 9Q: 3 clusters Score -546873.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -546953.000000 Penalty: 2802.706787
	Iteration 10Q: 3 clusters Score -546953 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -547008.375000 Penalty: 2802.706787
	Iteration 11Q: 3 clusters Score -547008.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -547046.062500 Penalty: 2802.706787
	Iteration 12Q: 3 clusters Score -547046.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -547077.312500 Penalty: 2802.706787
	Iteration 13Q: 3 clusters Score -547077.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -547109.812500 Penalty: 2802.706787
	Iteration 14Q: 3 clusters Score -547109.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -547141.500000 Penalty: 2802.706787
	Iteration 15Q: 3 clusters Score -547141.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -547168.625000 Penalty: 2802.706787
	Iteration 16Q: 3 clusters Score -547168.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -547191.000000 Penalty: 2802.706787
	Iteration 17Q: 3 clusters Score -547191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -547208.437500 Penalty: 2802.706787
	Iteration 18Q: 3 clusters Score -547208.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -547225.562500 Penalty: 2802.706787
	Iteration 19Q: 3 clusters Score -547225.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -547239.062500 Penalty: 2802.706787
	Iteration 20F: 3 clusters Score -547239.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -547251.187500 Penalty: 2802.706787
	Iteration 21Q: 3 clusters Score -547251.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -547262.062500 Penalty: 2802.706787
	Iteration 22Q: 3 clusters Score -547262.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -547270.375000 Penalty: 2802.706787
	Iteration 23Q: 3 clusters Score -547270.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -547274.687500 Penalty: 2802.706787
	Iteration 24Q: 3 clusters Score -547274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -547277.750000 Penalty: 2802.706787
	Iteration 25Q: 3 clusters Score -547277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -547278.625000 Penalty: 2802.706787
	Iteration 26Q: 3 clusters Score -547278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -547281.562500 Penalty: 2802.706787
	Iteration 27Q: 3 clusters Score -547281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -547282.250000 Penalty: 2802.706787
	Iteration 28Q: 3 clusters Score -547282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -547284.062500 Penalty: 2802.706787
	Iteration 29Q: 3 clusters Score -547284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -547285.812500 Penalty: 2802.706787
	Iteration 30Q: 3 clusters Score -547285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -547288.875000 Penalty: 2802.706787
	Iteration 31Q: 3 clusters Score -547288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -547292.375000 Penalty: 2802.706787
	Iteration 32Q: 3 clusters Score -547292.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -547295.000000 Penalty: 2802.706787
	Iteration 33Q: 3 clusters Score -547295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -547297.937500 Penalty: 2802.706787
	Iteration 34Q: 3 clusters Score -547297.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -547300.562500 Penalty: 2802.706787
	Iteration 35Q: 3 clusters Score -547300.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -547304.812500 Penalty: 2802.706787
	Iteration 36Q: 3 clusters Score -547304.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -547306.562500 Penalty: 2802.706787
	Iteration 37Q: 3 clusters Score -547306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -547309.250000 Penalty: 2802.706787
	Iteration 38Q: 3 clusters Score -547309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -547309.250000 Penalty: 2802.706787
	Iteration 39Q: 3 clusters Score -547309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -547309.312500 Penalty: 2802.706787
	Iteration 40F: 3 clusters Score -547309.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Entering Unmasked Estep 
Score: -518766.468750 Penalty: 1391.507324
	Iteration 0F: 2 clusters Score -518766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -514657.343750 Penalty: 2783.014648
	Iteration 0F: 3 clusters Score -514657.3 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -516027.187500 Penalty: 2783.014648
	Iteration 1F: 3 clusters Score -516027.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -516334.500000 Penalty: 2783.014648
	Iteration 2F: 3 clusters Score -516334.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -516567.812500 Penalty: 2783.014648
	Iteration 3F: 3 clusters Score -516567.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -516739.312500 Penalty: 2783.014648
	Iteration 4F: 3 clusters Score -516739.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -516863.250000 Penalty: 2783.014648
	Iteration 5Q: 3 clusters Score -516863.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -516975.812500 Penalty: 2783.014648
	Iteration 6Q: 3 clusters Score -516975.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -517090.625000 Penalty: 2783.014648
	Iteration 7Q: 3 clusters Score -517090.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -517198.062500 Penalty: 2783.014648
	Iteration 8Q: 3 clusters Score -517198.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -517292.562500 Penalty: 2783.014648
	Iteration 9Q: 3 clusters Score -517292.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -517373.562500 Penalty: 2783.014648
	Iteration 10Q: 3 clusters Score -517373.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -517475.156250 Penalty: 2783.014648
	Iteration 11Q: 3 clusters Score -517475.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -517559.375000 Penalty: 2783.014648
	Iteration 12Q: 3 clusters Score -517559.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -517627.125000 Penalty: 2783.014648
	Iteration 13Q: 3 clusters Score -517627.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -517676.968750 Penalty: 2783.014648
	Iteration 14Q: 3 clusters Score -517677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -517722.906250 Penalty: 2783.014648
	Iteration 15Q: 3 clusters Score -517722.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -517770.781250 Penalty: 2783.014648
	Iteration 16Q: 3 clusters Score -517770.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -517824.125000 Penalty: 2783.014648
	Iteration 17Q: 3 clusters Score -517824.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -517875.968750 Penalty: 2783.014648
	Iteration 18Q: 3 clusters Score -517876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -517918.562500 Penalty: 2783.014648
	Iteration 19Q: 3 clusters Score -517918.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -517951.343750 Penalty: 2783.014648
	Iteration 20F: 3 clusters Score -517951.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -517972.937500 Penalty: 2783.014648
	Iteration 21Q: 3 clusters Score -517972.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -517995.312500 Penalty: 2783.014648
	Iteration 22Q: 3 clusters Score -517995.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -518003.468750 Penalty: 2783.014648
	Iteration 23Q: 3 clusters Score -518003.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -518009.187500 Penalty: 2783.014648
	Iteration 24Q: 3 clusters Score -518009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -518014.437500 Penalty: 2783.014648
	Iteration 25Q: 3 clusters Score -518014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -518015.687500 Penalty: 2783.014648
	Iteration 26Q: 3 clusters Score -518015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -518020.531250 Penalty: 2783.014648
	Iteration 27Q: 3 clusters Score -518020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -518022.781250 Penalty: 2783.014648
	Iteration 28Q: 3 clusters Score -518022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -518024.062500 Penalty: 2783.014648
	Iteration 29Q: 3 clusters Score -518024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -518028.500000 Penalty: 2783.014648
	Iteration 30Q: 3 clusters Score -518028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -518032.718750 Penalty: 2783.014648
	Iteration 31Q: 3 clusters Score -518032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -518034.968750 Penalty: 2783.014648
	Iteration 32Q: 3 clusters Score -518035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -518036.343750 Penalty: 2783.014648
	Iteration 33Q: 3 clusters Score -518036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -518036.968750 Penalty: 2783.014648
	Iteration 34Q: 3 clusters Score -518037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -518037.812500 Penalty: 2783.014648
	Iteration 35Q: 3 clusters Score -518037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -518037.812500 Penalty: 2783.014648
	Iteration 36F: 3 clusters Score -518037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -397582.000000 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -397582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -394249.437500 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -394249.4 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -395236.562500 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -395236.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -395493.718750 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -395493.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -395698.812500 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -395698.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -395873.718750 Penalty: 2705.093994
	Iteration 4F: 3 clusters Score -395873.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396025.312500 Penalty: 2705.093994
	Iteration 5Q: 3 clusters Score -396025.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -396144.343750 Penalty: 2705.093994
	Iteration 6Q: 3 clusters Score -396144.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -396239.312500 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -396239.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -396305.531250 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -396305.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -396350.875000 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -396350.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -396379.531250 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -396379.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -396398.781250 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -396398.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -396414.187500 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -396414.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -396431.156250 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -396431.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396447.218750 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -396447.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -396462.531250 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -396462.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -396477.875000 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -396477.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -396486.437500 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -396486.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -396493.125000 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -396493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -396501.156250 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -396501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -396504.125000 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -396504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -396505.531250 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -396505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -396507.156250 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -396507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -396508.625000 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -396508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -396509.843750 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -396509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -396510.343750 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -396510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -396510.781250 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -396510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -396511.718750 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -396511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -396512.062500 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -396512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -396511.687500 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -396511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -396511.687500 Penalty: 2705.093994
	Iteration 30F: 3 clusters Score -396511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -400286.218750 Penalty: 1349.881958
	Iteration 0F: 2 clusters Score -400286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -396938.500000 Penalty: 2699.763916
	Iteration 0F: 3 clusters Score -396938.5 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -397860.312500 Penalty: 2699.763916
	Iteration 1F: 3 clusters Score -397860.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -398064.375000 Penalty: 2699.763916
	Iteration 2F: 3 clusters Score -398064.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398217.000000 Penalty: 2699.763916
	Iteration 3F: 3 clusters Score -398217 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -398344.218750 Penalty: 2699.763916
	Iteration 4Q: 3 clusters Score -398344.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -398473.750000 Penalty: 2699.763916
	Iteration 5Q: 3 clusters Score -398473.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -398603.937500 Penalty: 2699.763916
	Iteration 6Q: 3 clusters Score -398603.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -398734.437500 Penalty: 2699.763916
	Iteration 7Q: 3 clusters Score -398734.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -398851.000000 Penalty: 2699.763916
	Iteration 8Q: 3 clusters Score -398851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -398957.343750 Penalty: 2699.763916
	Iteration 9Q: 3 clusters Score -398957.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -399038.812500 Penalty: 2699.763916
	Iteration 10Q: 3 clusters Score -399038.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -399094.062500 Penalty: 2699.763916
	Iteration 11Q: 3 clusters Score -399094.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -399126.500000 Penalty: 2699.763916
	Iteration 12Q: 3 clusters Score -399126.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -399145.125000 Penalty: 2699.763916
	Iteration 13Q: 3 clusters Score -399145.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -399164.687500 Penalty: 2699.763916
	Iteration 14Q: 3 clusters Score -399164.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -399176.531250 Penalty: 2699.763916
	Iteration 15Q: 3 clusters Score -399176.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -399182.437500 Penalty: 2699.763916
	Iteration 16Q: 3 clusters Score -399182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -399186.312500 Penalty: 2699.763916
	Iteration 17Q: 3 clusters Score -399186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -399192.156250 Penalty: 2699.763916
	Iteration 18Q: 3 clusters Score -399192.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -399196.593750 Penalty: 2699.763916
	Iteration 19Q: 3 clusters Score -399196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -399200.062500 Penalty: 2699.763916
	Iteration 20F: 3 clusters Score -399200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -399201.093750 Penalty: 2699.763916
	Iteration 21Q: 3 clusters Score -399201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -399202.250000 Penalty: 2699.763916
	Iteration 22Q: 3 clusters Score -399202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -399204.031250 Penalty: 2699.763916
	Iteration 23Q: 3 clusters Score -399204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -399204.375000 Penalty: 2699.763916
	Iteration 24Q: 3 clusters Score -399204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -399204.687500 Penalty: 2699.763916
	Iteration 25Q: 3 clusters Score -399204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -399206.125000 Penalty: 2699.763916
	Iteration 26Q: 3 clusters Score -399206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -399205.937500 Penalty: 2699.763916
	Iteration 27Q: 3 clusters Score -399205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -399205.906250 Penalty: 2699.763916
	Iteration 28Q: 3 clusters Score -399205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -399206.125000 Penalty: 2699.763916
	Iteration 29Q: 3 clusters Score -399206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -399206.125000 Penalty: 2699.763916
	Iteration 30F: 3 clusters Score -399206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Entering Unmasked Estep 
Score: -8418489.000000 Penalty: 1835.179688
	Iteration 0F: 2 clusters Score -8418489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -8364981.500000 Penalty: 3670.359375
	Iteration 0F: 3 clusters Score -8364982 nChanged 38135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8387318.500000 Penalty: 3670.359375
	Iteration 1F: 3 clusters Score -8387318 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -8388612.000000 Penalty: 3670.359375
	Iteration 2Q: 3 clusters Score -8388612 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -8390592.000000 Penalty: 3670.359375
	Iteration 3F: 3 clusters Score -8390592 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -8393821.000000 Penalty: 3670.359375
	Iteration 4F: 3 clusters Score -8393821 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -8398693.000000 Penalty: 3670.359375
	Iteration 5F: 3 clusters Score -8398693 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -8404952.000000 Penalty: 3670.359375
	Iteration 6F: 3 clusters Score -8404952 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -8410581.000000 Penalty: 3670.359375
	Iteration 7F: 3 clusters Score -8410581 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -8414176.000000 Penalty: 3670.359375
	Iteration 8Q: 3 clusters Score -8414176 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -8415884.000000 Penalty: 3670.359375
	Iteration 9Q: 3 clusters Score -8415884 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -8416617.000000 Penalty: 3670.359375
	Iteration 10Q: 3 clusters Score -8416617 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -8416909.000000 Penalty: 3670.359375
	Iteration 11Q: 3 clusters Score -8416909 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -8417051.000000 Penalty: 3670.359375
	Iteration 12Q: 3 clusters Score -8417051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -8417107.000000 Penalty: 3670.359375
	Iteration 13Q: 3 clusters Score -8417107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -8417123.000000 Penalty: 3670.359375
	Iteration 14Q: 3 clusters Score -8417123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -8417133.000000 Penalty: 3670.359375
	Iteration 15Q: 3 clusters Score -8417133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -8417156.000000 Penalty: 3670.359375
	Iteration 16Q: 3 clusters Score -8417156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -8417162.000000 Penalty: 3670.359375
	Iteration 17Q: 3 clusters Score -8417162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -8417161.000000 Penalty: 3670.359375
	Iteration 18Q: 3 clusters Score -8417161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -8417163.000000 Penalty: 3670.359375
	Iteration 19Q: 3 clusters Score -8417163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -8417164.000000 Penalty: 3670.359375
	Iteration 20F: 3 clusters Score -8417164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -8417171.000000 Penalty: 3670.359375
	Iteration 21Q: 3 clusters Score -8417171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -8417161.000000 Penalty: 3670.359375
	Iteration 22Q: 3 clusters Score -8417161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -8417170.000000 Penalty: 3670.359375
	Iteration 23Q: 3 clusters Score -8417170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -8417159.000000 Penalty: 3670.359375
	Iteration 24Q: 3 clusters Score -8417159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -8417160.000000 Penalty: 3670.359375
	Iteration 25Q: 3 clusters Score -8417160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -8417168.000000 Penalty: 3670.359375
	Iteration 26Q: 3 clusters Score -8417168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -8417160.000000 Penalty: 3670.359375
	Iteration 27Q: 3 clusters Score -8417160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -8417167.000000 Penalty: 3670.359375
	Iteration 28Q: 3 clusters Score -8417167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -8417172.000000 Penalty: 3670.359375
	Iteration 29Q: 3 clusters Score -8417172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -8417175.000000 Penalty: 3670.359375
	Iteration 30Q: 3 clusters Score -8417175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -8417177.000000 Penalty: 3670.359375
	Iteration 31Q: 3 clusters Score -8417177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -8417175.000000 Penalty: 3670.359375
	Iteration 32Q: 3 clusters Score -8417175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -8417173.000000 Penalty: 3670.359375
	Iteration 33Q: 3 clusters Score -8417173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -8417172.000000 Penalty: 3670.359375
	Iteration 34Q: 3 clusters Score -8417172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -8417168.000000 Penalty: 3670.359375
	Iteration 35Q: 3 clusters Score -8417168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -8417168.000000 Penalty: 3670.359375
	Iteration 36F: 3 clusters Score -8417168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -554610.312500 Penalty: 1401.703491
	Iteration 0F: 2 clusters Score -554610.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -550213.187500 Penalty: 2803.406982
	Iteration 0F: 3 clusters Score -550213.2 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -551690.187500 Penalty: 2803.406982
	Iteration 1F: 3 clusters Score -551690.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -552072.625000 Penalty: 2803.406982
	Iteration 2F: 3 clusters Score -552072.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -552430.687500 Penalty: 2803.406982
	Iteration 3F: 3 clusters Score -552430.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -552755.250000 Penalty: 2803.406982
	Iteration 4F: 3 clusters Score -552755.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -553036.750000 Penalty: 2803.406982
	Iteration 5F: 3 clusters Score -553036.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -553311.312500 Penalty: 2803.406982
	Iteration 6F: 3 clusters Score -553311.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -553583.875000 Penalty: 2803.406982
	Iteration 7Q: 3 clusters Score -553583.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -553845.125000 Penalty: 2803.406982
	Iteration 8Q: 3 clusters Score -553845.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -554035.375000 Penalty: 2803.406982
	Iteration 9Q: 3 clusters Score -554035.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -554136.875000 Penalty: 2803.406982
	Iteration 10Q: 3 clusters Score -554136.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -554202.125000 Penalty: 2803.406982
	Iteration 11Q: 3 clusters Score -554202.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -554246.062500 Penalty: 2803.406982
	Iteration 12Q: 3 clusters Score -554246.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -554274.812500 Penalty: 2803.406982
	Iteration 13Q: 3 clusters Score -554274.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -554299.562500 Penalty: 2803.406982
	Iteration 14Q: 3 clusters Score -554299.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -554328.312500 Penalty: 2803.406982
	Iteration 15Q: 3 clusters Score -554328.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -554352.562500 Penalty: 2803.406982
	Iteration 16Q: 3 clusters Score -554352.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -554371.937500 Penalty: 2803.406982
	Iteration 17Q: 3 clusters Score -554371.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -554389.062500 Penalty: 2803.406982
	Iteration 18Q: 3 clusters Score -554389.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -554402.187500 Penalty: 2803.406982
	Iteration 19Q: 3 clusters Score -554402.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -554412.375000 Penalty: 2803.406982
	Iteration 20F: 3 clusters Score -554412.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -554415.750000 Penalty: 2803.406982
	Iteration 21Q: 3 clusters Score -554415.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -554422.562500 Penalty: 2803.406982
	Iteration 22Q: 3 clusters Score -554422.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -554427.750000 Penalty: 2803.406982
	Iteration 23Q: 3 clusters Score -554427.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -554434.625000 Penalty: 2803.406982
	Iteration 24Q: 3 clusters Score -554434.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -554441.937500 Penalty: 2803.406982
	Iteration 25Q: 3 clusters Score -554441.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -554449.062500 Penalty: 2803.406982
	Iteration 26Q: 3 clusters Score -554449.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -554455.187500 Penalty: 2803.406982
	Iteration 27Q: 3 clusters Score -554455.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -554463.750000 Penalty: 2803.406982
	Iteration 28Q: 3 clusters Score -554463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -554470.437500 Penalty: 2803.406982
	Iteration 29Q: 3 clusters Score -554470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -554473.562500 Penalty: 2803.406982
	Iteration 30Q: 3 clusters Score -554473.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -554474.937500 Penalty: 2803.406982
	Iteration 31Q: 3 clusters Score -554474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -554475.500000 Penalty: 2803.406982
	Iteration 32Q: 3 clusters Score -554475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -554478.750000 Penalty: 2803.406982
	Iteration 33Q: 3 clusters Score -554478.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -554480.625000 Penalty: 2803.406982
	Iteration 34Q: 3 clusters Score -554480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -554484.000000 Penalty: 2803.406982
	Iteration 35Q: 3 clusters Score -554484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -554486.750000 Penalty: 2803.406982
	Iteration 36Q: 3 clusters Score -554486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -554487.562500 Penalty: 2803.406982
	Iteration 37Q: 3 clusters Score -554487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -554489.125000 Penalty: 2803.406982
	Iteration 38Q: 3 clusters Score -554489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -554489.812500 Penalty: 2803.406982
	Iteration 39Q: 3 clusters Score -554489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -554490.062500 Penalty: 2803.406982
	Iteration 40F: 3 clusters Score -554490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -554489.750000 Penalty: 2803.406982
	Iteration 41Q: 3 clusters Score -554489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -554490.500000 Penalty: 2803.406982
	Iteration 42Q: 3 clusters Score -554490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -554489.812500 Penalty: 2803.406982
	Iteration 43Q: 3 clusters Score -554489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -554491.375000 Penalty: 2803.406982
	Iteration 44Q: 3 clusters Score -554491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -554494.437500 Penalty: 2803.406982
	Iteration 45Q: 3 clusters Score -554494.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -554498.437500 Penalty: 2803.406982
	Iteration 46Q: 3 clusters Score -554498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -554504.562500 Penalty: 2803.406982
	Iteration 47Q: 3 clusters Score -554504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -554509.750000 Penalty: 2803.406982
	Iteration 48Q: 3 clusters Score -554509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -554518.375000 Penalty: 2803.406982
	Iteration 49Q: 3 clusters Score -554518.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -554528.062500 Penalty: 2803.406982
	Iteration 50Q: 3 clusters Score -554528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -554534.875000 Penalty: 2803.406982
	Iteration 51Q: 3 clusters Score -554534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -554542.250000 Penalty: 2803.406982
	Iteration 52Q: 3 clusters Score -554542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -554549.500000 Penalty: 2803.406982
	Iteration 53Q: 3 clusters Score -554549.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -554561.125000 Penalty: 2803.406982
	Iteration 54Q: 3 clusters Score -554561.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -554572.687500 Penalty: 2803.406982
	Iteration 55Q: 3 clusters Score -554572.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -554582.375000 Penalty: 2803.406982
	Iteration 56Q: 3 clusters Score -554582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -554588.250000 Penalty: 2803.406982
	Iteration 57Q: 3 clusters Score -554588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -554595.375000 Penalty: 2803.406982
	Iteration 58Q: 3 clusters Score -554595.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -554600.687500 Penalty: 2803.406982
	Iteration 59Q: 3 clusters Score -554600.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -554603.125000 Penalty: 2803.406982
	Iteration 60F: 3 clusters Score -554603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -554607.812500 Penalty: 2803.406982
	Iteration 61Q: 3 clusters Score -554607.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -554609.000000 Penalty: 2803.406982
	Iteration 62Q: 3 clusters Score -554609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -554610.875000 Penalty: 2803.406982
	Iteration 63Q: 3 clusters Score -554610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -554612.125000 Penalty: 2803.406982
	Iteration 64Q: 3 clusters Score -554612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -554612.500000 Penalty: 2803.406982
	Iteration 65Q: 3 clusters Score -554612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -554612.625000 Penalty: 2803.406982
	Iteration 66Q: 3 clusters Score -554612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -554613.437500 Penalty: 2803.406982
	Iteration 67Q: 3 clusters Score -554613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -554614.937500 Penalty: 2803.406982
	Iteration 68Q: 3 clusters Score -554614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -554615.812500 Penalty: 2803.406982
	Iteration 69Q: 3 clusters Score -554615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -554616.250000 Penalty: 2803.406982
	Iteration 70Q: 3 clusters Score -554616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -554616.750000 Penalty: 2803.406982
	Iteration 71Q: 3 clusters Score -554616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -554618.937500 Penalty: 2803.406982
	Iteration 72Q: 3 clusters Score -554618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -554619.312500 Penalty: 2803.406982
	Iteration 73Q: 3 clusters Score -554619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -554619.750000 Penalty: 2803.406982
	Iteration 74Q: 3 clusters Score -554619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -554620.000000 Penalty: 2803.406982
	Iteration 75Q: 3 clusters Score -554620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -554623.875000 Penalty: 2803.406982
	Iteration 76Q: 3 clusters Score -554623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -554625.750000 Penalty: 2803.406982
	Iteration 77Q: 3 clusters Score -554625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -554628.062500 Penalty: 2803.406982
	Iteration 78Q: 3 clusters Score -554628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -554630.312500 Penalty: 2803.406982
	Iteration 79Q: 3 clusters Score -554630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -554630.937500 Penalty: 2803.406982
	Iteration 80F: 3 clusters Score -554630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -554631.937500 Penalty: 2803.406982
	Iteration 81Q: 3 clusters Score -554631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -554633.250000 Penalty: 2803.406982
	Iteration 82Q: 3 clusters Score -554633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -554633.625000 Penalty: 2803.406982
	Iteration 83Q: 3 clusters Score -554633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -554634.187500 Penalty: 2803.406982
	Iteration 84Q: 3 clusters Score -554634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -554635.187500 Penalty: 2803.406982
	Iteration 85Q: 3 clusters Score -554635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -554634.625000 Penalty: 2803.406982
	Iteration 86Q: 3 clusters Score -554634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -554635.500000 Penalty: 2803.406982
	Iteration 87Q: 3 clusters Score -554635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -554635.500000 Penalty: 2803.406982
	Iteration 88F: 3 clusters Score -554635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 72804 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 154734 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4119 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80291 members 
Mstep: Class 30 contains 1934 members 
Mstep: Class 31 contains 93030 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7118 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168926 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111450 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66557 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 3640 members 
Entering Unmasked Estep 
Score: -154066528.000000 Penalty: 113419.390625
Splitting cluster 30 changes total score from -154067648.000000 to -154066528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (93030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Entering Unmasked Estep 
Score: -9751104.000000 Penalty: 1859.110107
	Iteration 0F: 2 clusters Score -9751104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9689129.000000 Penalty: 3718.220215
	Iteration 0F: 3 clusters Score -9689129 nChanged 44429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -9715151.000000 Penalty: 3718.220215
	Iteration 1F: 3 clusters Score -9715151 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -9716110.000000 Penalty: 3718.220215
	Iteration 2Q: 3 clusters Score -9716110 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -9717171.000000 Penalty: 3718.220215
	Iteration 3Q: 3 clusters Score -9717171 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -9718469.000000 Penalty: 3718.220215
	Iteration 4Q: 3 clusters Score -9718469 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -9720191.000000 Penalty: 3718.220215
	Iteration 5Q: 3 clusters Score -9720191 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -9722188.000000 Penalty: 3718.220215
	Iteration 6F: 3 clusters Score -9722188 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -9724689.000000 Penalty: 3718.220215
	Iteration 7F: 3 clusters Score -9724689 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -9727757.000000 Penalty: 3718.220215
	Iteration 8F: 3 clusters Score -9727757 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -9731205.000000 Penalty: 3718.220215
	Iteration 9F: 3 clusters Score -9731205 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -9734765.000000 Penalty: 3718.220215
	Iteration 10Q: 3 clusters Score -9734765 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9738079.000000 Penalty: 3718.220215
	Iteration 11Q: 3 clusters Score -9738079 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -9740358.000000 Penalty: 3718.220215
	Iteration 12Q: 3 clusters Score -9740358 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -9741726.000000 Penalty: 3718.220215
	Iteration 13Q: 3 clusters Score -9741726 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -9742730.000000 Penalty: 3718.220215
	Iteration 14Q: 3 clusters Score -9742730 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -9743536.000000 Penalty: 3718.220215
	Iteration 15Q: 3 clusters Score -9743536 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -9744173.000000 Penalty: 3718.220215
	Iteration 16Q: 3 clusters Score -9744173 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -9744806.000000 Penalty: 3718.220215
	Iteration 17Q: 3 clusters Score -9744806 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -9745409.000000 Penalty: 3718.220215
	Iteration 18Q: 3 clusters Score -9745409 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -9745909.000000 Penalty: 3718.220215
	Iteration 19Q: 3 clusters Score -9745909 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -9746413.000000 Penalty: 3718.220215
	Iteration 20F: 3 clusters Score -9746413 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -9746902.000000 Penalty: 3718.220215
	Iteration 21Q: 3 clusters Score -9746902 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -9747312.000000 Penalty: 3718.220215
	Iteration 22Q: 3 clusters Score -9747312 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9747723.000000 Penalty: 3718.220215
	Iteration 23Q: 3 clusters Score -9747723 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -9748088.000000 Penalty: 3718.220215
	Iteration 24Q: 3 clusters Score -9748088 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9748363.000000 Penalty: 3718.220215
	Iteration 25Q: 3 clusters Score -9748363 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9748610.000000 Penalty: 3718.220215
	Iteration 26Q: 3 clusters Score -9748610 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9748807.000000 Penalty: 3718.220215
	Iteration 27Q: 3 clusters Score -9748807 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9748973.000000 Penalty: 3718.220215
	Iteration 28Q: 3 clusters Score -9748973 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9749090.000000 Penalty: 3718.220215
	Iteration 29Q: 3 clusters Score -9749090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9749202.000000 Penalty: 3718.220215
	Iteration 30Q: 3 clusters Score -9749202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9749300.000000 Penalty: 3718.220215
	Iteration 31Q: 3 clusters Score -9749300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9749353.000000 Penalty: 3718.220215
	Iteration 32Q: 3 clusters Score -9749353 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9749421.000000 Penalty: 3718.220215
	Iteration 33Q: 3 clusters Score -9749421 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9749444.000000 Penalty: 3718.220215
	Iteration 34Q: 3 clusters Score -9749444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9749453.000000 Penalty: 3718.220215
	Iteration 35Q: 3 clusters Score -9749453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9749473.000000 Penalty: 3718.220215
	Iteration 36Q: 3 clusters Score -9749473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9749511.000000 Penalty: 3718.220215
	Iteration 37Q: 3 clusters Score -9749511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9749539.000000 Penalty: 3718.220215
	Iteration 38Q: 3 clusters Score -9749539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9749546.000000 Penalty: 3718.220215
	Iteration 39Q: 3 clusters Score -9749546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9749568.000000 Penalty: 3718.220215
	Iteration 40F: 3 clusters Score -9749568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92155 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9749572.000000 Penalty: 3718.220215
	Iteration 41Q: 3 clusters Score -9749572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9749573.000000 Penalty: 3718.220215
	Iteration 42Q: 3 clusters Score -9749573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9749590.000000 Penalty: 3718.220215
	Iteration 43Q: 3 clusters Score -9749590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9749596.000000 Penalty: 3718.220215
	Iteration 44Q: 3 clusters Score -9749596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9749604.000000 Penalty: 3718.220215
	Iteration 45Q: 3 clusters Score -9749604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9749603.000000 Penalty: 3718.220215
	Iteration 46Q: 3 clusters Score -9749603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9749612.000000 Penalty: 3718.220215
	Iteration 47Q: 3 clusters Score -9749612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9749620.000000 Penalty: 3718.220215
	Iteration 48Q: 3 clusters Score -9749620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9749624.000000 Penalty: 3718.220215
	Iteration 49Q: 3 clusters Score -9749624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9749627.000000 Penalty: 3718.220215
	Iteration 50Q: 3 clusters Score -9749627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9749632.000000 Penalty: 3718.220215
	Iteration 51Q: 3 clusters Score -9749632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9749640.000000 Penalty: 3718.220215
	Iteration 52Q: 3 clusters Score -9749640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9749641.000000 Penalty: 3718.220215
	Iteration 53Q: 3 clusters Score -9749641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9749633.000000 Penalty: 3718.220215
	Iteration 54Q: 3 clusters Score -9749633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9749631.000000 Penalty: 3718.220215
	Iteration 55Q: 3 clusters Score -9749631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9749633.000000 Penalty: 3718.220215
	Iteration 56Q: 3 clusters Score -9749633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9749637.000000 Penalty: 3718.220215
	Iteration 57Q: 3 clusters Score -9749637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9749640.000000 Penalty: 3718.220215
	Iteration 58Q: 3 clusters Score -9749640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9749636.000000 Penalty: 3718.220215
	Iteration 59Q: 3 clusters Score -9749636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9749634.000000 Penalty: 3718.220215
	Iteration 60F: 3 clusters Score -9749634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9749631.000000 Penalty: 3718.220215
	Iteration 61Q: 3 clusters Score -9749631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9749625.000000 Penalty: 3718.220215
	Iteration 62Q: 3 clusters Score -9749625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9749635.000000 Penalty: 3718.220215
	Iteration 63Q: 3 clusters Score -9749635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9749633.000000 Penalty: 3718.220215
	Iteration 64Q: 3 clusters Score -9749633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9749625.000000 Penalty: 3718.220215
	Iteration 65Q: 3 clusters Score -9749625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9749625.000000 Penalty: 3718.220215
	Iteration 66Q: 3 clusters Score -9749625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9749625.000000 Penalty: 3718.220215
	Iteration 67F: 3 clusters Score -9749625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -306451.781250 Penalty: 1305.785400
	Iteration 0F: 2 clusters Score -306451.8 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 1517 members 
Entering Unmasked Estep 
Score: -303644.687500 Penalty: 2611.570801
	Iteration 0F: 3 clusters Score -303644.7 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -304595.750000 Penalty: 2611.570801
	Iteration 1F: 3 clusters Score -304595.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -305298.531250 Penalty: 2611.570801
	Iteration 2F: 3 clusters Score -305298.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305697.812500 Penalty: 2611.570801
	Iteration 3F: 3 clusters Score -305697.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -306002.968750 Penalty: 2611.570801
	Iteration 4F: 3 clusters Score -306003 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -306245.843750 Penalty: 2611.570801
	Iteration 5F: 3 clusters Score -306245.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -306415.281250 Penalty: 2611.570801
	Iteration 6Q: 3 clusters Score -306415.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -306521.062500 Penalty: 2611.570801
	Iteration 7Q: 3 clusters Score -306521.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -306579.687500 Penalty: 2611.570801
	Iteration 8Q: 3 clusters Score -306579.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -306620.156250 Penalty: 2611.570801
	Iteration 9Q: 3 clusters Score -306620.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -306653.718750 Penalty: 2611.570801
	Iteration 10Q: 3 clusters Score -306653.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -306689.562500 Penalty: 2611.570801
	Iteration 11Q: 3 clusters Score -306689.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -306716.406250 Penalty: 2611.570801
	Iteration 12Q: 3 clusters Score -306716.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -306734.281250 Penalty: 2611.570801
	Iteration 13Q: 3 clusters Score -306734.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -306746.625000 Penalty: 2611.570801
	Iteration 14Q: 3 clusters Score -306746.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -306753.906250 Penalty: 2611.570801
	Iteration 15Q: 3 clusters Score -306753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -306761.781250 Penalty: 2611.570801
	Iteration 16Q: 3 clusters Score -306761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -306762.687500 Penalty: 2611.570801
	Iteration 17Q: 3 clusters Score -306762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -306763.406250 Penalty: 2611.570801
	Iteration 18Q: 3 clusters Score -306763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -306763.406250 Penalty: 2611.570801
	Iteration 19F: 3 clusters Score -306763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 72804 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 154734 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4119 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80291 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 93030 members 
Mstep: Class 32 contains 2627 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7118 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168926 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111450 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66557 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 462 members 
Entering Unmasked Estep 
Score: -154066848.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067648.000000 to -154066848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -258421.359375 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -258421.4 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 1417 members 
Entering Unmasked Estep 
Score: -255861.796875 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -255861.8 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -256787.796875 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -256787.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -257183.593750 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -257183.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -257528.468750 Penalty: 2582.535645
	Iteration 3F: 3 clusters Score -257528.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -257759.750000 Penalty: 2582.535645
	Iteration 4F: 3 clusters Score -257759.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -257924.656250 Penalty: 2582.535645
	Iteration 5F: 3 clusters Score -257924.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -258033.171875 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -258033.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -258098.656250 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -258098.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -258139.093750 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -258139.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -258173.734375 Penalty: 2582.535645
	Iteration 9Q: 3 clusters Score -258173.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -258191.281250 Penalty: 2582.535645
	Iteration 10Q: 3 clusters Score -258191.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -258204.484375 Penalty: 2582.535645
	Iteration 11Q: 3 clusters Score -258204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -258215.937500 Penalty: 2582.535645
	Iteration 12Q: 3 clusters Score -258215.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -258223.890625 Penalty: 2582.535645
	Iteration 13Q: 3 clusters Score -258223.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -258230.140625 Penalty: 2582.535645
	Iteration 14Q: 3 clusters Score -258230.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -258235.515625 Penalty: 2582.535645
	Iteration 15Q: 3 clusters Score -258235.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -258239.625000 Penalty: 2582.535645
	Iteration 16Q: 3 clusters Score -258239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -258241.359375 Penalty: 2582.535645
	Iteration 17Q: 3 clusters Score -258241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -258246.828125 Penalty: 2582.535645
	Iteration 18Q: 3 clusters Score -258246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -258255.890625 Penalty: 2582.535645
	Iteration 19Q: 3 clusters Score -258255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -258262.875000 Penalty: 2582.535645
	Iteration 20F: 3 clusters Score -258262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -258266.578125 Penalty: 2582.535645
	Iteration 21Q: 3 clusters Score -258266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -258269.453125 Penalty: 2582.535645
	Iteration 22Q: 3 clusters Score -258269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -258272.281250 Penalty: 2582.535645
	Iteration 23Q: 3 clusters Score -258272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -258273.218750 Penalty: 2582.535645
	Iteration 24Q: 3 clusters Score -258273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -258273.046875 Penalty: 2582.535645
	Iteration 25Q: 3 clusters Score -258273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -258274.265625 Penalty: 2582.535645
	Iteration 26Q: 3 clusters Score -258274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -258274.843750 Penalty: 2582.535645
	Iteration 27Q: 3 clusters Score -258274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -258275.718750 Penalty: 2582.535645
	Iteration 28Q: 3 clusters Score -258275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -258278.359375 Penalty: 2582.535645
	Iteration 29Q: 3 clusters Score -258278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -258280.718750 Penalty: 2582.535645
	Iteration 30Q: 3 clusters Score -258280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -258283.843750 Penalty: 2582.535645
	Iteration 31Q: 3 clusters Score -258283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -258285.875000 Penalty: 2582.535645
	Iteration 32Q: 3 clusters Score -258285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -258287.265625 Penalty: 2582.535645
	Iteration 33Q: 3 clusters Score -258287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -258288.671875 Penalty: 2582.535645
	Iteration 34Q: 3 clusters Score -258288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -258288.671875 Penalty: 2582.535645
	Iteration 35Q: 3 clusters Score -258288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -258289.281250 Penalty: 2582.535645
	Iteration 36Q: 3 clusters Score -258289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -258289.281250 Penalty: 2582.535645
	Iteration 37F: 3 clusters Score -258289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -161014.359375 Penalty: 1228.004517
	Iteration 0F: 2 clusters Score -161014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -159018.484375 Penalty: 2456.009033
	Iteration 0F: 3 clusters Score -159018.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -159577.500000 Penalty: 2456.009033
	Iteration 1F: 3 clusters Score -159577.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159770.984375 Penalty: 2456.009033
	Iteration 2F: 3 clusters Score -159771 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -159926.406250 Penalty: 2456.009033
	Iteration 3F: 3 clusters Score -159926.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160044.234375 Penalty: 2456.009033
	Iteration 4F: 3 clusters Score -160044.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160168.593750 Penalty: 2456.009033
	Iteration 5Q: 3 clusters Score -160168.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -160276.515625 Penalty: 2456.009033
	Iteration 6Q: 3 clusters Score -160276.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160366.843750 Penalty: 2456.009033
	Iteration 7Q: 3 clusters Score -160366.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160420.359375 Penalty: 2456.009033
	Iteration 8Q: 3 clusters Score -160420.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160454.593750 Penalty: 2456.009033
	Iteration 9Q: 3 clusters Score -160454.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160482.421875 Penalty: 2456.009033
	Iteration 10Q: 3 clusters Score -160482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160503.718750 Penalty: 2456.009033
	Iteration 11Q: 3 clusters Score -160503.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160524.671875 Penalty: 2456.009033
	Iteration 12Q: 3 clusters Score -160524.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -160538.953125 Penalty: 2456.009033
	Iteration 13Q: 3 clusters Score -160539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160547.015625 Penalty: 2456.009033
	Iteration 14Q: 3 clusters Score -160547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160553.062500 Penalty: 2456.009033
	Iteration 15Q: 3 clusters Score -160553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -160562.218750 Penalty: 2456.009033
	Iteration 16Q: 3 clusters Score -160562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160568.156250 Penalty: 2456.009033
	Iteration 17Q: 3 clusters Score -160568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -160571.156250 Penalty: 2456.009033
	Iteration 18Q: 3 clusters Score -160571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -160573.109375 Penalty: 2456.009033
	Iteration 19Q: 3 clusters Score -160573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -160577.171875 Penalty: 2456.009033
	Iteration 20F: 3 clusters Score -160577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160579.640625 Penalty: 2456.009033
	Iteration 21Q: 3 clusters Score -160579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -160580.312500 Penalty: 2456.009033
	Iteration 22Q: 3 clusters Score -160580.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -160580.312500 Penalty: 2456.009033
	Iteration 23F: 3 clusters Score -160580.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Entering Unmasked Estep 
Score: -696202.750000 Penalty: 1441.437134
	Iteration 0F: 2 clusters Score -696202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -690848.437500 Penalty: 2882.874268
	Iteration 0F: 3 clusters Score -690848.4 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -692635.562500 Penalty: 2882.874268
	Iteration 1F: 3 clusters Score -692635.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -692936.625000 Penalty: 2882.874268
	Iteration 2F: 3 clusters Score -692936.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -693208.687500 Penalty: 2882.874268
	Iteration 3F: 3 clusters Score -693208.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -693472.812500 Penalty: 2882.874268
	Iteration 4F: 3 clusters Score -693472.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -693734.187500 Penalty: 2882.874268
	Iteration 5F: 3 clusters Score -693734.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -693924.625000 Penalty: 2882.874268
	Iteration 6Q: 3 clusters Score -693924.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -694062.312500 Penalty: 2882.874268
	Iteration 7Q: 3 clusters Score -694062.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -694176.500000 Penalty: 2882.874268
	Iteration 8Q: 3 clusters Score -694176.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -694288.000000 Penalty: 2882.874268
	Iteration 9Q: 3 clusters Score -694288 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -694389.500000 Penalty: 2882.874268
	Iteration 10Q: 3 clusters Score -694389.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -694466.625000 Penalty: 2882.874268
	Iteration 11Q: 3 clusters Score -694466.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -694517.062500 Penalty: 2882.874268
	Iteration 12Q: 3 clusters Score -694517.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -694552.062500 Penalty: 2882.874268
	Iteration 13Q: 3 clusters Score -694552.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -694574.375000 Penalty: 2882.874268
	Iteration 14Q: 3 clusters Score -694574.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -694597.312500 Penalty: 2882.874268
	Iteration 15Q: 3 clusters Score -694597.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -694610.437500 Penalty: 2882.874268
	Iteration 16Q: 3 clusters Score -694610.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -694619.250000 Penalty: 2882.874268
	Iteration 17Q: 3 clusters Score -694619.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -694625.687500 Penalty: 2882.874268
	Iteration 18Q: 3 clusters Score -694625.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -694632.625000 Penalty: 2882.874268
	Iteration 19Q: 3 clusters Score -694632.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -694638.625000 Penalty: 2882.874268
	Iteration 20F: 3 clusters Score -694638.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -694642.937500 Penalty: 2882.874268
	Iteration 21Q: 3 clusters Score -694642.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -694649.437500 Penalty: 2882.874268
	Iteration 22Q: 3 clusters Score -694649.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -694656.125000 Penalty: 2882.874268
	Iteration 23Q: 3 clusters Score -694656.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -694657.812500 Penalty: 2882.874268
	Iteration 24Q: 3 clusters Score -694657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -694663.187500 Penalty: 2882.874268
	Iteration 25Q: 3 clusters Score -694663.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -694662.312500 Penalty: 2882.874268
	Iteration 26Q: 3 clusters Score -694662.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -694666.500000 Penalty: 2882.874268
	Iteration 27Q: 3 clusters Score -694666.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -694669.562500 Penalty: 2882.874268
	Iteration 28Q: 3 clusters Score -694669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -694673.187500 Penalty: 2882.874268
	Iteration 29Q: 3 clusters Score -694673.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -694675.437500 Penalty: 2882.874268
	Iteration 30Q: 3 clusters Score -694675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -694679.000000 Penalty: 2882.874268
	Iteration 31Q: 3 clusters Score -694679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -694681.687500 Penalty: 2882.874268
	Iteration 32Q: 3 clusters Score -694681.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -694683.812500 Penalty: 2882.874268
	Iteration 33Q: 3 clusters Score -694683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -694683.250000 Penalty: 2882.874268
	Iteration 34Q: 3 clusters Score -694683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -694686.187500 Penalty: 2882.874268
	Iteration 35Q: 3 clusters Score -694686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -694686.750000 Penalty: 2882.874268
	Iteration 36Q: 3 clusters Score -694686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -694687.750000 Penalty: 2882.874268
	Iteration 37Q: 3 clusters Score -694687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -694688.125000 Penalty: 2882.874268
	Iteration 38Q: 3 clusters Score -694688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -694688.812500 Penalty: 2882.874268
	Iteration 39Q: 3 clusters Score -694688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -694688.062500 Penalty: 2882.874268
	Iteration 40F: 3 clusters Score -694688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -694689.875000 Penalty: 2882.874268
	Iteration 41Q: 3 clusters Score -694689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -694689.937500 Penalty: 2882.874268
	Iteration 42Q: 3 clusters Score -694689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -694689.500000 Penalty: 2882.874268
	Iteration 43Q: 3 clusters Score -694689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -694689.750000 Penalty: 2882.874268
	Iteration 44Q: 3 clusters Score -694689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -694690.187500 Penalty: 2882.874268
	Iteration 45Q: 3 clusters Score -694690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -694690.437500 Penalty: 2882.874268
	Iteration 46Q: 3 clusters Score -694690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -694690.312500 Penalty: 2882.874268
	Iteration 47Q: 3 clusters Score -694690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -694688.937500 Penalty: 2882.874268
	Iteration 48Q: 3 clusters Score -694688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -694690.687500 Penalty: 2882.874268
	Iteration 49Q: 3 clusters Score -694690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -694693.500000 Penalty: 2882.874268
	Iteration 50Q: 3 clusters Score -694693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -694693.312500 Penalty: 2882.874268
	Iteration 51Q: 3 clusters Score -694693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -694693.000000 Penalty: 2882.874268
	Iteration 52Q: 3 clusters Score -694693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -694692.875000 Penalty: 2882.874268
	Iteration 53Q: 3 clusters Score -694692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -694693.125000 Penalty: 2882.874268
	Iteration 54Q: 3 clusters Score -694693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -694693.125000 Penalty: 2882.874268
	Iteration 55F: 3 clusters Score -694693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -413895.312500 Penalty: 1370.458984
	Iteration 0F: 2 clusters Score -413895.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -410181.656250 Penalty: 2740.917969
	Iteration 0F: 3 clusters Score -410181.7 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -411477.687500 Penalty: 2740.917969
	Iteration 1F: 3 clusters Score -411477.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -411960.187500 Penalty: 2740.917969
	Iteration 2F: 3 clusters Score -411960.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -412406.718750 Penalty: 2740.917969
	Iteration 3F: 3 clusters Score -412406.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -412782.437500 Penalty: 2740.917969
	Iteration 4F: 3 clusters Score -412782.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -413069.562500 Penalty: 2740.917969
	Iteration 5F: 3 clusters Score -413069.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -413316.000000 Penalty: 2740.917969
	Iteration 6Q: 3 clusters Score -413316 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -413518.937500 Penalty: 2740.917969
	Iteration 7Q: 3 clusters Score -413518.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -413655.406250 Penalty: 2740.917969
	Iteration 8Q: 3 clusters Score -413655.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -413746.062500 Penalty: 2740.917969
	Iteration 9Q: 3 clusters Score -413746.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -413806.718750 Penalty: 2740.917969
	Iteration 10Q: 3 clusters Score -413806.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -413868.562500 Penalty: 2740.917969
	Iteration 11Q: 3 clusters Score -413868.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -413905.812500 Penalty: 2740.917969
	Iteration 12Q: 3 clusters Score -413905.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -413922.968750 Penalty: 2740.917969
	Iteration 13Q: 3 clusters Score -413923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -413934.187500 Penalty: 2740.917969
	Iteration 14Q: 3 clusters Score -413934.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -413942.468750 Penalty: 2740.917969
	Iteration 15Q: 3 clusters Score -413942.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -413953.343750 Penalty: 2740.917969
	Iteration 16Q: 3 clusters Score -413953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -413960.406250 Penalty: 2740.917969
	Iteration 17Q: 3 clusters Score -413960.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -413965.843750 Penalty: 2740.917969
	Iteration 18Q: 3 clusters Score -413965.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -413969.250000 Penalty: 2740.917969
	Iteration 19Q: 3 clusters Score -413969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -413982.250000 Penalty: 2740.917969
	Iteration 20F: 3 clusters Score -413982.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -413992.031250 Penalty: 2740.917969
	Iteration 21Q: 3 clusters Score -413992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -414001.062500 Penalty: 2740.917969
	Iteration 22Q: 3 clusters Score -414001.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -414006.468750 Penalty: 2740.917969
	Iteration 23Q: 3 clusters Score -414006.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -414008.031250 Penalty: 2740.917969
	Iteration 24Q: 3 clusters Score -414008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -414012.125000 Penalty: 2740.917969
	Iteration 25Q: 3 clusters Score -414012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -414015.125000 Penalty: 2740.917969
	Iteration 26Q: 3 clusters Score -414015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -414018.343750 Penalty: 2740.917969
	Iteration 27Q: 3 clusters Score -414018.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -414022.875000 Penalty: 2740.917969
	Iteration 28Q: 3 clusters Score -414022.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -414027.093750 Penalty: 2740.917969
	Iteration 29Q: 3 clusters Score -414027.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -414033.906250 Penalty: 2740.917969
	Iteration 30Q: 3 clusters Score -414033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -414036.468750 Penalty: 2740.917969
	Iteration 31Q: 3 clusters Score -414036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -414040.187500 Penalty: 2740.917969
	Iteration 32Q: 3 clusters Score -414040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -414042.593750 Penalty: 2740.917969
	Iteration 33Q: 3 clusters Score -414042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -414044.187500 Penalty: 2740.917969
	Iteration 34Q: 3 clusters Score -414044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -414046.125000 Penalty: 2740.917969
	Iteration 35Q: 3 clusters Score -414046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -414047.187500 Penalty: 2740.917969
	Iteration 36Q: 3 clusters Score -414047.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -414049.343750 Penalty: 2740.917969
	Iteration 37Q: 3 clusters Score -414049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -414051.437500 Penalty: 2740.917969
	Iteration 38Q: 3 clusters Score -414051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -414054.281250 Penalty: 2740.917969
	Iteration 39Q: 3 clusters Score -414054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -414054.437500 Penalty: 2740.917969
	Iteration 40F: 3 clusters Score -414054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -414055.125000 Penalty: 2740.917969
	Iteration 41Q: 3 clusters Score -414055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -414054.812500 Penalty: 2740.917969
	Iteration 42Q: 3 clusters Score -414054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -414055.437500 Penalty: 2740.917969
	Iteration 43Q: 3 clusters Score -414055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -414055.812500 Penalty: 2740.917969
	Iteration 44Q: 3 clusters Score -414055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -414057.531250 Penalty: 2740.917969
	Iteration 45Q: 3 clusters Score -414057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -414057.781250 Penalty: 2740.917969
	Iteration 46Q: 3 clusters Score -414057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -414058.468750 Penalty: 2740.917969
	Iteration 47Q: 3 clusters Score -414058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -414060.875000 Penalty: 2740.917969
	Iteration 48Q: 3 clusters Score -414060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -414060.875000 Penalty: 2740.917969
	Iteration 49Q: 3 clusters Score -414060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -414060.968750 Penalty: 2740.917969
	Iteration 50Q: 3 clusters Score -414061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -414061.375000 Penalty: 2740.917969
	Iteration 51Q: 3 clusters Score -414061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -414062.187500 Penalty: 2740.917969
	Iteration 52Q: 3 clusters Score -414062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -414063.656250 Penalty: 2740.917969
	Iteration 53Q: 3 clusters Score -414063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -414063.781250 Penalty: 2740.917969
	Iteration 54Q: 3 clusters Score -414063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -414065.062500 Penalty: 2740.917969
	Iteration 55Q: 3 clusters Score -414065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -414066.187500 Penalty: 2740.917969
	Iteration 56Q: 3 clusters Score -414066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -414069.812500 Penalty: 2740.917969
	Iteration 57Q: 3 clusters Score -414069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -414074.718750 Penalty: 2740.917969
	Iteration 58Q: 3 clusters Score -414074.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -414077.343750 Penalty: 2740.917969
	Iteration 59Q: 3 clusters Score -414077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -414079.343750 Penalty: 2740.917969
	Iteration 60F: 3 clusters Score -414079.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -414080.250000 Penalty: 2740.917969
	Iteration 61Q: 3 clusters Score -414080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -414082.125000 Penalty: 2740.917969
	Iteration 62Q: 3 clusters Score -414082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -414083.500000 Penalty: 2740.917969
	Iteration 63Q: 3 clusters Score -414083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -414084.625000 Penalty: 2740.917969
	Iteration 64Q: 3 clusters Score -414084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -414085.031250 Penalty: 2740.917969
	Iteration 65Q: 3 clusters Score -414085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -414084.781250 Penalty: 2740.917969
	Iteration 66Q: 3 clusters Score -414084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -414086.875000 Penalty: 2740.917969
	Iteration 67Q: 3 clusters Score -414086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -414088.656250 Penalty: 2740.917969
	Iteration 68Q: 3 clusters Score -414088.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -414089.656250 Penalty: 2740.917969
	Iteration 69Q: 3 clusters Score -414089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -414090.187500 Penalty: 2740.917969
	Iteration 70Q: 3 clusters Score -414090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -414091.781250 Penalty: 2740.917969
	Iteration 71Q: 3 clusters Score -414091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -414092.406250 Penalty: 2740.917969
	Iteration 72Q: 3 clusters Score -414092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -414094.031250 Penalty: 2740.917969
	Iteration 73Q: 3 clusters Score -414094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -414094.343750 Penalty: 2740.917969
	Iteration 74Q: 3 clusters Score -414094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -414094.000000 Penalty: 2740.917969
	Iteration 75Q: 3 clusters Score -414094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -414095.343750 Penalty: 2740.917969
	Iteration 76Q: 3 clusters Score -414095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -414096.031250 Penalty: 2740.917969
	Iteration 77Q: 3 clusters Score -414096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -414097.468750 Penalty: 2740.917969
	Iteration 78Q: 3 clusters Score -414097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -414097.531250 Penalty: 2740.917969
	Iteration 79Q: 3 clusters Score -414097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -414097.687500 Penalty: 2740.917969
	Iteration 80F: 3 clusters Score -414097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -414099.187500 Penalty: 2740.917969
	Iteration 81Q: 3 clusters Score -414099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -414099.468750 Penalty: 2740.917969
	Iteration 82Q: 3 clusters Score -414099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -414100.781250 Penalty: 2740.917969
	Iteration 83Q: 3 clusters Score -414100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414101.937500 Penalty: 2740.917969
	Iteration 84Q: 3 clusters Score -414101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -414102.843750 Penalty: 2740.917969
	Iteration 85Q: 3 clusters Score -414102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -414104.250000 Penalty: 2740.917969
	Iteration 86Q: 3 clusters Score -414104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -414104.156250 Penalty: 2740.917969
	Iteration 87Q: 3 clusters Score -414104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -414104.468750 Penalty: 2740.917969
	Iteration 88Q: 3 clusters Score -414104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -414104.468750 Penalty: 2740.917969
	Iteration 89F: 3 clusters Score -414104.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 72804 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 154734 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4119 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80291 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 93030 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7118 members 
Mstep: Class 36 contains 2119 members 
Mstep: Class 37 contains 168926 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111450 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66557 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 2480 members 
Entering Unmasked Estep 
Score: -154066592.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067648.000000 to -154066592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168926 members 
Entering Unmasked Estep 
Score: -17735572.000000 Penalty: 1956.047607
	Iteration 0F: 2 clusters Score -1.773557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -17637254.000000 Penalty: 3912.095215
	Iteration 0F: 3 clusters Score -1.763725e+07 nChanged 81706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -17685812.000000 Penalty: 3912.095215
	Iteration 1F: 3 clusters Score -1.768581e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -17687292.000000 Penalty: 3912.095215
	Iteration 2Q: 3 clusters Score -1.768729e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -17689480.000000 Penalty: 3912.095215
	Iteration 3Q: 3 clusters Score -1.768948e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -17692926.000000 Penalty: 3912.095215
	Iteration 4Q: 3 clusters Score -1.769293e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -17698452.000000 Penalty: 3912.095215
	Iteration 5F: 3 clusters Score -1.769845e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -17706332.000000 Penalty: 3912.095215
	Iteration 6F: 3 clusters Score -1.770633e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -17716374.000000 Penalty: 3912.095215
	Iteration 7F: 3 clusters Score -1.771637e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -17724044.000000 Penalty: 3912.095215
	Iteration 8F: 3 clusters Score -1.772404e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -17727382.000000 Penalty: 3912.095215
	Iteration 9Q: 3 clusters Score -1.772738e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -17728366.000000 Penalty: 3912.095215
	Iteration 10Q: 3 clusters Score -1.772837e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -17729040.000000 Penalty: 3912.095215
	Iteration 11Q: 3 clusters Score -1.772904e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -17729636.000000 Penalty: 3912.095215
	Iteration 12Q: 3 clusters Score -1.772964e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -17730178.000000 Penalty: 3912.095215
	Iteration 13Q: 3 clusters Score -1.773018e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -17730764.000000 Penalty: 3912.095215
	Iteration 14Q: 3 clusters Score -1.773076e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -17731200.000000 Penalty: 3912.095215
	Iteration 15Q: 3 clusters Score -1.77312e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -17731612.000000 Penalty: 3912.095215
	Iteration 16Q: 3 clusters Score -1.773161e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -17732006.000000 Penalty: 3912.095215
	Iteration 17Q: 3 clusters Score -1.773201e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -17732304.000000 Penalty: 3912.095215
	Iteration 18Q: 3 clusters Score -1.77323e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -17732616.000000 Penalty: 3912.095215
	Iteration 19Q: 3 clusters Score -1.773262e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -17732848.000000 Penalty: 3912.095215
	Iteration 20F: 3 clusters Score -1.773285e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -17733124.000000 Penalty: 3912.095215
	Iteration 21Q: 3 clusters Score -1.773312e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -17733464.000000 Penalty: 3912.095215
	Iteration 22Q: 3 clusters Score -1.773346e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -17733526.000000 Penalty: 3912.095215
	Iteration 23Q: 3 clusters Score -1.773353e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -17733670.000000 Penalty: 3912.095215
	Iteration 24Q: 3 clusters Score -1.773367e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -17733876.000000 Penalty: 3912.095215
	Iteration 25Q: 3 clusters Score -1.773388e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -17734086.000000 Penalty: 3912.095215
	Iteration 26Q: 3 clusters Score -1.773409e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -17734304.000000 Penalty: 3912.095215
	Iteration 27Q: 3 clusters Score -1.77343e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -17734402.000000 Penalty: 3912.095215
	Iteration 28Q: 3 clusters Score -1.77344e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -17734534.000000 Penalty: 3912.095215
	Iteration 29Q: 3 clusters Score -1.773453e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -17734738.000000 Penalty: 3912.095215
	Iteration 30Q: 3 clusters Score -1.773474e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -17734920.000000 Penalty: 3912.095215
	Iteration 31Q: 3 clusters Score -1.773492e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -17735068.000000 Penalty: 3912.095215
	Iteration 32Q: 3 clusters Score -1.773507e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -17735284.000000 Penalty: 3912.095215
	Iteration 33Q: 3 clusters Score -1.773528e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -17735626.000000 Penalty: 3912.095215
	Iteration 34Q: 3 clusters Score -1.773563e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 113175 members 
Entering Unmasked Estep 
Score: -17735868.000000 Penalty: 3912.095215
	Iteration 35Q: 3 clusters Score -1.773587e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -17736122.000000 Penalty: 3912.095215
	Iteration 36Q: 3 clusters Score -1.773612e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 117597 members 
Entering Unmasked Estep 
Score: -17736418.000000 Penalty: 3912.095215
	Iteration 37Q: 3 clusters Score -1.773642e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 119940 members 
Entering Unmasked Estep 
Score: -17736786.000000 Penalty: 3912.095215
	Iteration 38Q: 3 clusters Score -1.773679e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -17737078.000000 Penalty: 3912.095215
	Iteration 39Q: 3 clusters Score -1.773708e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 124634 members 
Entering Unmasked Estep 
Score: -17737326.000000 Penalty: 3912.095215
	Iteration 40F: 3 clusters Score -1.773733e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 126956 members 
Entering Unmasked Estep 
Score: -17737626.000000 Penalty: 3912.095215
	Iteration 41Q: 3 clusters Score -1.773763e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -17737970.000000 Penalty: 3912.095215
	Iteration 42Q: 3 clusters Score -1.773797e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -17738312.000000 Penalty: 3912.095215
	Iteration 43Q: 3 clusters Score -1.773831e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 134051 members 
Entering Unmasked Estep 
Score: -17738702.000000 Penalty: 3912.095215
	Iteration 44Q: 3 clusters Score -1.77387e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 136385 members 
Entering Unmasked Estep 
Score: -17739180.000000 Penalty: 3912.095215
	Iteration 45Q: 3 clusters Score -1.773918e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 138661 members 
Entering Unmasked Estep 
Score: -17739632.000000 Penalty: 3912.095215
	Iteration 46Q: 3 clusters Score -1.773963e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -17740008.000000 Penalty: 3912.095215
	Iteration 47Q: 3 clusters Score -1.774001e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 143093 members 
Entering Unmasked Estep 
Score: -17740318.000000 Penalty: 3912.095215
	Iteration 48Q: 3 clusters Score -1.774032e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 145254 members 
Entering Unmasked Estep 
Score: -17740520.000000 Penalty: 3912.095215
	Iteration 49Q: 3 clusters Score -1.774052e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -17740264.000000 Penalty: 3912.095215
	Iteration 50Q: 3 clusters Score -1.774026e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 149507 members 
Entering Unmasked Estep 
Score: -17739878.000000 Penalty: 3912.095215
	Iteration 51Q: 3 clusters Score -1.773988e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -17739568.000000 Penalty: 3912.095215
	Iteration 52Q: 3 clusters Score -1.773957e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -17738874.000000 Penalty: 3912.095215
	Iteration 53Q: 3 clusters Score -1.773887e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 155796 members 
Entering Unmasked Estep 
Score: -17738242.000000 Penalty: 3912.095215
	Iteration 54Q: 3 clusters Score -1.773824e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -17737904.000000 Penalty: 3912.095215
	Iteration 55Q: 3 clusters Score -1.77379e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -17737424.000000 Penalty: 3912.095215
	Iteration 56Q: 3 clusters Score -1.773742e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 160527 members 
Entering Unmasked Estep 
Score: -17737086.000000 Penalty: 3912.095215
	Iteration 57Q: 3 clusters Score -1.773709e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 161545 members 
Entering Unmasked Estep 
Score: -17736874.000000 Penalty: 3912.095215
	Iteration 58Q: 3 clusters Score -1.773687e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -17736662.000000 Penalty: 3912.095215
	Iteration 59Q: 3 clusters Score -1.773666e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -17736536.000000 Penalty: 3912.095215
	Iteration 60F: 3 clusters Score -1.773654e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -17736272.000000 Penalty: 3912.095215
	Iteration 61Q: 3 clusters Score -1.773627e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -17736096.000000 Penalty: 3912.095215
	Iteration 62Q: 3 clusters Score -1.77361e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -17735932.000000 Penalty: 3912.095215
	Iteration 63Q: 3 clusters Score -1.773593e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 165386 members 
Entering Unmasked Estep 
Score: -17735766.000000 Penalty: 3912.095215
	Iteration 64Q: 3 clusters Score -1.773577e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 165732 members 
Entering Unmasked Estep 
Score: -17735560.000000 Penalty: 3912.095215
	Iteration 65Q: 3 clusters Score -1.773556e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 166006 members 
Entering Unmasked Estep 
Score: -17735388.000000 Penalty: 3912.095215
	Iteration 66Q: 3 clusters Score -1.773539e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -17735312.000000 Penalty: 3912.095215
	Iteration 67Q: 3 clusters Score -1.773531e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -17735256.000000 Penalty: 3912.095215
	Iteration 68Q: 3 clusters Score -1.773526e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 166638 members 
Entering Unmasked Estep 
Score: -17735154.000000 Penalty: 3912.095215
	Iteration 69Q: 3 clusters Score -1.773515e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -17735108.000000 Penalty: 3912.095215
	Iteration 70Q: 3 clusters Score -1.773511e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -17735034.000000 Penalty: 3912.095215
	Iteration 71Q: 3 clusters Score -1.773503e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 167101 members 
Entering Unmasked Estep 
Score: -17735008.000000 Penalty: 3912.095215
	Iteration 72Q: 3 clusters Score -1.773501e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -17734982.000000 Penalty: 3912.095215
	Iteration 73Q: 3 clusters Score -1.773498e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -17734932.000000 Penalty: 3912.095215
	Iteration 74Q: 3 clusters Score -1.773493e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 167393 members 
Entering Unmasked Estep 
Score: -17734916.000000 Penalty: 3912.095215
	Iteration 75Q: 3 clusters Score -1.773492e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -17734904.000000 Penalty: 3912.095215
	Iteration 76Q: 3 clusters Score -1.77349e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 167506 members 
Entering Unmasked Estep 
Score: -17734854.000000 Penalty: 3912.095215
	Iteration 77Q: 3 clusters Score -1.773485e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -17734842.000000 Penalty: 3912.095215
	Iteration 78Q: 3 clusters Score -1.773484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 167596 members 
Entering Unmasked Estep 
Score: -17734844.000000 Penalty: 3912.095215
	Iteration 79Q: 3 clusters Score -1.773484e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 167638 members 
Entering Unmasked Estep 
Score: -17734814.000000 Penalty: 3912.095215
	Iteration 80F: 3 clusters Score -1.773481e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 167676 members 
Entering Unmasked Estep 
Score: -17734796.000000 Penalty: 3912.095215
	Iteration 81Q: 3 clusters Score -1.77348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -17734802.000000 Penalty: 3912.095215
	Iteration 82Q: 3 clusters Score -1.77348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -17734798.000000 Penalty: 3912.095215
	Iteration 83Q: 3 clusters Score -1.77348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 167756 members 
Entering Unmasked Estep 
Score: -17734764.000000 Penalty: 3912.095215
	Iteration 84Q: 3 clusters Score -1.773476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 167768 members 
Entering Unmasked Estep 
Score: -17734764.000000 Penalty: 3912.095215
	Iteration 85Q: 3 clusters Score -1.773476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 167779 members 
Entering Unmasked Estep 
Score: -17734756.000000 Penalty: 3912.095215
	Iteration 86Q: 3 clusters Score -1.773476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -17734764.000000 Penalty: 3912.095215
	Iteration 87Q: 3 clusters Score -1.773476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 167813 members 
Entering Unmasked Estep 
Score: -17734760.000000 Penalty: 3912.095215
	Iteration 88Q: 3 clusters Score -1.773476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 167826 members 
Entering Unmasked Estep 
Score: -17734764.000000 Penalty: 3912.095215
	Iteration 89Q: 3 clusters Score -1.773476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 167839 members 
Entering Unmasked Estep 
Score: -17734748.000000 Penalty: 3912.095215
	Iteration 90Q: 3 clusters Score -1.773475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -17734750.000000 Penalty: 3912.095215
	Iteration 91Q: 3 clusters Score -1.773475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -17734736.000000 Penalty: 3912.095215
	Iteration 92Q: 3 clusters Score -1.773474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -17734730.000000 Penalty: 3912.095215
	Iteration 93Q: 3 clusters Score -1.773473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 167885 members 
Entering Unmasked Estep 
Score: -17734730.000000 Penalty: 3912.095215
	Iteration 94Q: 3 clusters Score -1.773473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -17734722.000000 Penalty: 3912.095215
	Iteration 95Q: 3 clusters Score -1.773472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -17734718.000000 Penalty: 3912.095215
	Iteration 96Q: 3 clusters Score -1.773472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 167922 members 
Entering Unmasked Estep 
Score: -17734704.000000 Penalty: 3912.095215
	Iteration 97Q: 3 clusters Score -1.77347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -17734716.000000 Penalty: 3912.095215
	Iteration 98Q: 3 clusters Score -1.773472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 167936 members 
Entering Unmasked Estep 
Score: -17734698.000000 Penalty: 3912.095215
	Iteration 99Q: 3 clusters Score -1.77347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -17734696.000000 Penalty: 3912.095215
	Iteration 100F: 3 clusters Score -1.77347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 167945 members 
Entering Unmasked Estep 
Score: -17734684.000000 Penalty: 3912.095215
	Iteration 101Q: 3 clusters Score -1.773468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 167949 members 
Entering Unmasked Estep 
Score: -17734688.000000 Penalty: 3912.095215
	Iteration 102Q: 3 clusters Score -1.773469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 167948 members 
Entering Unmasked Estep 
Score: -17734694.000000 Penalty: 3912.095215
	Iteration 103Q: 3 clusters Score -1.773469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 167949 members 
Entering Unmasked Estep 
Score: -17734690.000000 Penalty: 3912.095215
	Iteration 104Q: 3 clusters Score -1.773469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -17734698.000000 Penalty: 3912.095215
	Iteration 105Q: 3 clusters Score -1.77347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -17734696.000000 Penalty: 3912.095215
	Iteration 106Q: 3 clusters Score -1.77347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
Score: -17734708.000000 Penalty: 3912.095215
	Iteration 107Q: 3 clusters Score -1.773471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -17734702.000000 Penalty: 3912.095215
	Iteration 108Q: 3 clusters Score -1.77347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -17734698.000000 Penalty: 3912.095215
	Iteration 109Q: 3 clusters Score -1.77347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -17734698.000000 Penalty: 3912.095215
	Iteration 110F: 3 clusters Score -1.77347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Entering Unmasked Estep 
Score: -1167093.750000 Penalty: 1519.631714
	Iteration 0F: 2 clusters Score -1167094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1159028.625000 Penalty: 3039.263428
	Iteration 0F: 3 clusters Score -1159029 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1161871.875000 Penalty: 3039.263428
	Iteration 1F: 3 clusters Score -1161872 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1162247.000000 Penalty: 3039.263428
	Iteration 2F: 3 clusters Score -1162247 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1162583.750000 Penalty: 3039.263428
	Iteration 3F: 3 clusters Score -1162584 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1162933.125000 Penalty: 3039.263428
	Iteration 4F: 3 clusters Score -1162933 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1163278.250000 Penalty: 3039.263428
	Iteration 5F: 3 clusters Score -1163278 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1163615.500000 Penalty: 3039.263428
	Iteration 6F: 3 clusters Score -1163616 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1164003.375000 Penalty: 3039.263428
	Iteration 7F: 3 clusters Score -1164003 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1164355.875000 Penalty: 3039.263428
	Iteration 8F: 3 clusters Score -1164356 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1164639.875000 Penalty: 3039.263428
	Iteration 9Q: 3 clusters Score -1164640 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1164862.375000 Penalty: 3039.263428
	Iteration 10Q: 3 clusters Score -1164862 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1165019.875000 Penalty: 3039.263428
	Iteration 11Q: 3 clusters Score -1165020 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1165124.375000 Penalty: 3039.263428
	Iteration 12Q: 3 clusters Score -1165124 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1165196.000000 Penalty: 3039.263428
	Iteration 13Q: 3 clusters Score -1165196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1165240.750000 Penalty: 3039.263428
	Iteration 14Q: 3 clusters Score -1165241 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1165283.000000 Penalty: 3039.263428
	Iteration 15Q: 3 clusters Score -1165283 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1165325.375000 Penalty: 3039.263428
	Iteration 16Q: 3 clusters Score -1165325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1165354.250000 Penalty: 3039.263428
	Iteration 17Q: 3 clusters Score -1165354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1165389.875000 Penalty: 3039.263428
	Iteration 18Q: 3 clusters Score -1165390 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1165414.000000 Penalty: 3039.263428
	Iteration 19Q: 3 clusters Score -1165414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1165435.625000 Penalty: 3039.263428
	Iteration 20F: 3 clusters Score -1165436 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1165474.500000 Penalty: 3039.263428
	Iteration 21Q: 3 clusters Score -1165474 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1165508.625000 Penalty: 3039.263428
	Iteration 22Q: 3 clusters Score -1165509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1165524.875000 Penalty: 3039.263428
	Iteration 23Q: 3 clusters Score -1165525 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1165549.750000 Penalty: 3039.263428
	Iteration 24Q: 3 clusters Score -1165550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1165576.375000 Penalty: 3039.263428
	Iteration 25Q: 3 clusters Score -1165576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1165600.500000 Penalty: 3039.263428
	Iteration 26Q: 3 clusters Score -1165600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1165621.000000 Penalty: 3039.263428
	Iteration 27Q: 3 clusters Score -1165621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1165649.875000 Penalty: 3039.263428
	Iteration 28Q: 3 clusters Score -1165650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1165678.000000 Penalty: 3039.263428
	Iteration 29Q: 3 clusters Score -1165678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1165705.500000 Penalty: 3039.263428
	Iteration 30Q: 3 clusters Score -1165706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1165726.625000 Penalty: 3039.263428
	Iteration 31Q: 3 clusters Score -1165727 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1165752.000000 Penalty: 3039.263428
	Iteration 32Q: 3 clusters Score -1165752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1165778.875000 Penalty: 3039.263428
	Iteration 33Q: 3 clusters Score -1165779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1165809.500000 Penalty: 3039.263428
	Iteration 34Q: 3 clusters Score -1165810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1165844.750000 Penalty: 3039.263428
	Iteration 35Q: 3 clusters Score -1165845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1165875.500000 Penalty: 3039.263428
	Iteration 36Q: 3 clusters Score -1165876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1165898.250000 Penalty: 3039.263428
	Iteration 37Q: 3 clusters Score -1165898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1165916.375000 Penalty: 3039.263428
	Iteration 38Q: 3 clusters Score -1165916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1165939.250000 Penalty: 3039.263428
	Iteration 39Q: 3 clusters Score -1165939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1165953.250000 Penalty: 3039.263428
	Iteration 40F: 3 clusters Score -1165953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1165968.125000 Penalty: 3039.263428
	Iteration 41Q: 3 clusters Score -1165968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1165977.875000 Penalty: 3039.263428
	Iteration 42Q: 3 clusters Score -1165978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1165984.000000 Penalty: 3039.263428
	Iteration 43Q: 3 clusters Score -1165984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1165995.625000 Penalty: 3039.263428
	Iteration 44Q: 3 clusters Score -1165996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1166006.250000 Penalty: 3039.263428
	Iteration 45Q: 3 clusters Score -1166006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1166021.125000 Penalty: 3039.263428
	Iteration 46Q: 3 clusters Score -1166021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1166035.375000 Penalty: 3039.263428
	Iteration 47Q: 3 clusters Score -1166035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1166057.750000 Penalty: 3039.263428
	Iteration 48Q: 3 clusters Score -1166058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1166072.000000 Penalty: 3039.263428
	Iteration 49Q: 3 clusters Score -1166072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1166083.000000 Penalty: 3039.263428
	Iteration 50Q: 3 clusters Score -1166083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1166090.875000 Penalty: 3039.263428
	Iteration 51Q: 3 clusters Score -1166091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1166098.125000 Penalty: 3039.263428
	Iteration 52Q: 3 clusters Score -1166098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1166102.875000 Penalty: 3039.263428
	Iteration 53Q: 3 clusters Score -1166103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1166111.000000 Penalty: 3039.263428
	Iteration 54Q: 3 clusters Score -1166111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1166116.375000 Penalty: 3039.263428
	Iteration 55Q: 3 clusters Score -1166116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1166124.875000 Penalty: 3039.263428
	Iteration 56Q: 3 clusters Score -1166125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1166129.625000 Penalty: 3039.263428
	Iteration 57Q: 3 clusters Score -1166130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1166131.500000 Penalty: 3039.263428
	Iteration 58Q: 3 clusters Score -1166132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1166137.625000 Penalty: 3039.263428
	Iteration 59Q: 3 clusters Score -1166138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1166139.500000 Penalty: 3039.263428
	Iteration 60F: 3 clusters Score -1166140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1166142.375000 Penalty: 3039.263428
	Iteration 61Q: 3 clusters Score -1166142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1166148.125000 Penalty: 3039.263428
	Iteration 62Q: 3 clusters Score -1166148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1166145.875000 Penalty: 3039.263428
	Iteration 63Q: 3 clusters Score -1166146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1166150.000000 Penalty: 3039.263428
	Iteration 64Q: 3 clusters Score -1166150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1166150.625000 Penalty: 3039.263428
	Iteration 65Q: 3 clusters Score -1166151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1166150.000000 Penalty: 3039.263428
	Iteration 66Q: 3 clusters Score -1166150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1166151.500000 Penalty: 3039.263428
	Iteration 67Q: 3 clusters Score -1166152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1166156.625000 Penalty: 3039.263428
	Iteration 68Q: 3 clusters Score -1166157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1166161.000000 Penalty: 3039.263428
	Iteration 69Q: 3 clusters Score -1166161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1166164.375000 Penalty: 3039.263428
	Iteration 70Q: 3 clusters Score -1166164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1166164.250000 Penalty: 3039.263428
	Iteration 71Q: 3 clusters Score -1166164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1166163.500000 Penalty: 3039.263428
	Iteration 72Q: 3 clusters Score -1166164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1166167.250000 Penalty: 3039.263428
	Iteration 73Q: 3 clusters Score -1166167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1166166.125000 Penalty: 3039.263428
	Iteration 74Q: 3 clusters Score -1166166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1166166.625000 Penalty: 3039.263428
	Iteration 75Q: 3 clusters Score -1166167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1166166.250000 Penalty: 3039.263428
	Iteration 76Q: 3 clusters Score -1166166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1166171.875000 Penalty: 3039.263428
	Iteration 77Q: 3 clusters Score -1166172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1166178.500000 Penalty: 3039.263428
	Iteration 78Q: 3 clusters Score -1166178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1166186.750000 Penalty: 3039.263428
	Iteration 79Q: 3 clusters Score -1166187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1166191.750000 Penalty: 3039.263428
	Iteration 80F: 3 clusters Score -1166192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1166193.625000 Penalty: 3039.263428
	Iteration 81Q: 3 clusters Score -1166194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1166197.625000 Penalty: 3039.263428
	Iteration 82Q: 3 clusters Score -1166198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1166198.625000 Penalty: 3039.263428
	Iteration 83Q: 3 clusters Score -1166199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1166196.000000 Penalty: 3039.263428
	Iteration 84Q: 3 clusters Score -1166196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1166196.000000 Penalty: 3039.263428
	Iteration 85F: 3 clusters Score -1166196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224730.031250 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -222462.468750 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222462.5 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223049.468750 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -223049.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -223270.468750 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223270.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -223418.250000 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223418.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -223533.843750 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -223533.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -223626.312500 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223626.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -223686.781250 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223686.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -223719.109375 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223719.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -223747.015625 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223773.562500 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223773.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223793.609375 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -223808.656250 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -223808.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -223822.921875 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -223822.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -223839.015625 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -223839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223848.062500 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -223848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -223861.562500 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -223861.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -223874.718750 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -223874.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -223887.781250 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -223887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -223898.046875 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -223898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223907.171875 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -223907.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -223913.843750 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -223913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -223916.171875 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -223916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -223919.421875 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -223919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -223920.968750 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -223921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223923.484375 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -223923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -223927.000000 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -223927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -223932.328125 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -223932.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223942.375000 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -223942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -223951.718750 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -223951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223958.687500 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -223958.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -223970.000000 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -223970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -223978.343750 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -223978.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223986.750000 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -223986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223993.125000 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -223993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223997.421875 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -223997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224002.000000 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -224002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -224008.406250 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -224008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -224015.750000 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -224015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224020.234375 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -224020.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224023.671875 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -224023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224026.875000 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -224026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224028.703125 Penalty: 2522.013184
	Iteration 41Q: 3 clusters Score -224028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -224030.437500 Penalty: 2522.013184
	Iteration 42Q: 3 clusters Score -224030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -224030.937500 Penalty: 2522.013184
	Iteration 43Q: 3 clusters Score -224030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -224031.312500 Penalty: 2522.013184
	Iteration 44Q: 3 clusters Score -224031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -224032.062500 Penalty: 2522.013184
	Iteration 45Q: 3 clusters Score -224032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224032.796875 Penalty: 2522.013184
	Iteration 46Q: 3 clusters Score -224032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224032.796875 Penalty: 2522.013184
	Iteration 47F: 3 clusters Score -224032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Entering Unmasked Estep 
Score: -11676697.000000 Penalty: 1888.466309
	Iteration 0F: 2 clusters Score -1.16767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -11602314.000000 Penalty: 3776.932617
	Iteration 0F: 3 clusters Score -1.160231e+07 nChanged 53471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -11635114.000000 Penalty: 3776.932617
	Iteration 1F: 3 clusters Score -1.163511e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -11637935.000000 Penalty: 3776.932617
	Iteration 2Q: 3 clusters Score -1.163794e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -11642050.000000 Penalty: 3776.932617
	Iteration 3F: 3 clusters Score -1.164205e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -11646662.000000 Penalty: 3776.932617
	Iteration 4F: 3 clusters Score -1.164666e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -11651401.000000 Penalty: 3776.932617
	Iteration 5F: 3 clusters Score -1.16514e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -11655621.000000 Penalty: 3776.932617
	Iteration 6F: 3 clusters Score -1.165562e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -11659028.000000 Penalty: 3776.932617
	Iteration 7F: 3 clusters Score -1.165903e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -11661396.000000 Penalty: 3776.932617
	Iteration 8Q: 3 clusters Score -1.16614e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -11662971.000000 Penalty: 3776.932617
	Iteration 9Q: 3 clusters Score -1.166297e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -11663833.000000 Penalty: 3776.932617
	Iteration 10Q: 3 clusters Score -1.166383e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -11664353.000000 Penalty: 3776.932617
	Iteration 11Q: 3 clusters Score -1.166435e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -11664804.000000 Penalty: 3776.932617
	Iteration 12Q: 3 clusters Score -1.16648e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -11665241.000000 Penalty: 3776.932617
	Iteration 13Q: 3 clusters Score -1.166524e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -11665690.000000 Penalty: 3776.932617
	Iteration 14Q: 3 clusters Score -1.166569e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -11666169.000000 Penalty: 3776.932617
	Iteration 15Q: 3 clusters Score -1.166617e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -11666545.000000 Penalty: 3776.932617
	Iteration 16Q: 3 clusters Score -1.166654e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -11667066.000000 Penalty: 3776.932617
	Iteration 17Q: 3 clusters Score -1.166707e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -11667528.000000 Penalty: 3776.932617
	Iteration 18Q: 3 clusters Score -1.166753e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -11668065.000000 Penalty: 3776.932617
	Iteration 19Q: 3 clusters Score -1.166806e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -11668514.000000 Penalty: 3776.932617
	Iteration 20F: 3 clusters Score -1.166851e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -11668998.000000 Penalty: 3776.932617
	Iteration 21Q: 3 clusters Score -1.1669e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -11669427.000000 Penalty: 3776.932617
	Iteration 22Q: 3 clusters Score -1.166943e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -11669849.000000 Penalty: 3776.932617
	Iteration 23Q: 3 clusters Score -1.166985e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -11670241.000000 Penalty: 3776.932617
	Iteration 24Q: 3 clusters Score -1.167024e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -11670649.000000 Penalty: 3776.932617
	Iteration 25Q: 3 clusters Score -1.167065e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -11670982.000000 Penalty: 3776.932617
	Iteration 26Q: 3 clusters Score -1.167098e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -11671420.000000 Penalty: 3776.932617
	Iteration 27Q: 3 clusters Score -1.167142e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -11671877.000000 Penalty: 3776.932617
	Iteration 28Q: 3 clusters Score -1.167188e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -11672408.000000 Penalty: 3776.932617
	Iteration 29Q: 3 clusters Score -1.167241e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -11672898.000000 Penalty: 3776.932617
	Iteration 30Q: 3 clusters Score -1.16729e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -11673429.000000 Penalty: 3776.932617
	Iteration 31Q: 3 clusters Score -1.167343e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -11673922.000000 Penalty: 3776.932617
	Iteration 32Q: 3 clusters Score -1.167392e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -11674458.000000 Penalty: 3776.932617
	Iteration 33Q: 3 clusters Score -1.167446e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -11674926.000000 Penalty: 3776.932617
	Iteration 34Q: 3 clusters Score -1.167493e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -11675305.000000 Penalty: 3776.932617
	Iteration 35Q: 3 clusters Score -1.16753e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -11675674.000000 Penalty: 3776.932617
	Iteration 36Q: 3 clusters Score -1.167567e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -11675922.000000 Penalty: 3776.932617
	Iteration 37Q: 3 clusters Score -1.167592e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100914 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -11676139.000000 Penalty: 3776.932617
	Iteration 38Q: 3 clusters Score -1.167614e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -11676331.000000 Penalty: 3776.932617
	Iteration 39Q: 3 clusters Score -1.167633e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -11676437.000000 Penalty: 3776.932617
	Iteration 40F: 3 clusters Score -1.167644e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -11676577.000000 Penalty: 3776.932617
	Iteration 41Q: 3 clusters Score -1.167658e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -11676662.000000 Penalty: 3776.932617
	Iteration 42Q: 3 clusters Score -1.167666e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -11676685.000000 Penalty: 3776.932617
	Iteration 43Q: 3 clusters Score -1.167668e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -11676767.000000 Penalty: 3776.932617
	Iteration 44Q: 3 clusters Score -1.167677e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -11676811.000000 Penalty: 3776.932617
	Iteration 45Q: 3 clusters Score -1.167681e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -11676838.000000 Penalty: 3776.932617
	Iteration 46Q: 3 clusters Score -1.167684e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -11676861.000000 Penalty: 3776.932617
	Iteration 47Q: 3 clusters Score -1.167686e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -11676888.000000 Penalty: 3776.932617
	Iteration 48Q: 3 clusters Score -1.167689e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -11676900.000000 Penalty: 3776.932617
	Iteration 49Q: 3 clusters Score -1.16769e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -11676904.000000 Penalty: 3776.932617
	Iteration 50Q: 3 clusters Score -1.16769e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -11676918.000000 Penalty: 3776.932617
	Iteration 51Q: 3 clusters Score -1.167692e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -11676945.000000 Penalty: 3776.932617
	Iteration 52Q: 3 clusters Score -1.167694e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -11676956.000000 Penalty: 3776.932617
	Iteration 53Q: 3 clusters Score -1.167696e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -11676960.000000 Penalty: 3776.932617
	Iteration 54Q: 3 clusters Score -1.167696e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -11676967.000000 Penalty: 3776.932617
	Iteration 55Q: 3 clusters Score -1.167697e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104707 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -11676980.000000 Penalty: 3776.932617
	Iteration 56Q: 3 clusters Score -1.167698e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -11676982.000000 Penalty: 3776.932617
	Iteration 57Q: 3 clusters Score -1.167698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -11676990.000000 Penalty: 3776.932617
	Iteration 58Q: 3 clusters Score -1.167699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -11676973.000000 Penalty: 3776.932617
	Iteration 59Q: 3 clusters Score -1.167697e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -11676960.000000 Penalty: 3776.932617
	Iteration 60F: 3 clusters Score -1.167696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -11676977.000000 Penalty: 3776.932617
	Iteration 61Q: 3 clusters Score -1.167698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -11676970.000000 Penalty: 3776.932617
	Iteration 62Q: 3 clusters Score -1.167697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -11676962.000000 Penalty: 3776.932617
	Iteration 63Q: 3 clusters Score -1.167696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105019 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -11676950.000000 Penalty: 3776.932617
	Iteration 64Q: 3 clusters Score -1.167695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -11676955.000000 Penalty: 3776.932617
	Iteration 65Q: 3 clusters Score -1.167696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -11676946.000000 Penalty: 3776.932617
	Iteration 66Q: 3 clusters Score -1.167695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -11676941.000000 Penalty: 3776.932617
	Iteration 67Q: 3 clusters Score -1.167694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -11676962.000000 Penalty: 3776.932617
	Iteration 68Q: 3 clusters Score -1.167696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -11676959.000000 Penalty: 3776.932617
	Iteration 69Q: 3 clusters Score -1.167696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -11676950.000000 Penalty: 3776.932617
	Iteration 70Q: 3 clusters Score -1.167695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -11676954.000000 Penalty: 3776.932617
	Iteration 71Q: 3 clusters Score -1.167695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -11676929.000000 Penalty: 3776.932617
	Iteration 72Q: 3 clusters Score -1.167693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -11676938.000000 Penalty: 3776.932617
	Iteration 73Q: 3 clusters Score -1.167694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -11676950.000000 Penalty: 3776.932617
	Iteration 74Q: 3 clusters Score -1.167695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -11676937.000000 Penalty: 3776.932617
	Iteration 75Q: 3 clusters Score -1.167694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -11676943.000000 Penalty: 3776.932617
	Iteration 76Q: 3 clusters Score -1.167694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -11676932.000000 Penalty: 3776.932617
	Iteration 77Q: 3 clusters Score -1.167693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -11676939.000000 Penalty: 3776.932617
	Iteration 78Q: 3 clusters Score -1.167694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -11676953.000000 Penalty: 3776.932617
	Iteration 79Q: 3 clusters Score -1.167695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -11676956.000000 Penalty: 3776.932617
	Iteration 80F: 3 clusters Score -1.167696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -11676958.000000 Penalty: 3776.932617
	Iteration 81Q: 3 clusters Score -1.167696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -11676966.000000 Penalty: 3776.932617
	Iteration 82Q: 3 clusters Score -1.167697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -11676970.000000 Penalty: 3776.932617
	Iteration 83Q: 3 clusters Score -1.167697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -11676973.000000 Penalty: 3776.932617
	Iteration 84Q: 3 clusters Score -1.167697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -11676965.000000 Penalty: 3776.932617
	Iteration 85Q: 3 clusters Score -1.167696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -11676972.000000 Penalty: 3776.932617
	Iteration 86Q: 3 clusters Score -1.167697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -11676993.000000 Penalty: 3776.932617
	Iteration 87Q: 3 clusters Score -1.167699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -11676981.000000 Penalty: 3776.932617
	Iteration 88Q: 3 clusters Score -1.167698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -11676989.000000 Penalty: 3776.932617
	Iteration 89Q: 3 clusters Score -1.167699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -11676976.000000 Penalty: 3776.932617
	Iteration 90Q: 3 clusters Score -1.167698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -11676979.000000 Penalty: 3776.932617
	Iteration 91Q: 3 clusters Score -1.167698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -11676970.000000 Penalty: 3776.932617
	Iteration 92Q: 3 clusters Score -1.167697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105434 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -11676970.000000 Penalty: 3776.932617
	Iteration 93Q: 3 clusters Score -1.167697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -11676968.000000 Penalty: 3776.932617
	Iteration 94Q: 3 clusters Score -1.167697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -11676969.000000 Penalty: 3776.932617
	Iteration 95Q: 3 clusters Score -1.167697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -11676966.000000 Penalty: 3776.932617
	Iteration 96Q: 3 clusters Score -1.167697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -11676968.000000 Penalty: 3776.932617
	Iteration 97Q: 3 clusters Score -1.167697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105467 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -11676968.000000 Penalty: 3776.932617
	Iteration 98Q: 3 clusters Score -1.167697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11676961.000000 Penalty: 3776.932617
	Iteration 99Q: 3 clusters Score -1.167696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -11676965.000000 Penalty: 3776.932617
	Iteration 100F: 3 clusters Score -1.167696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -11676960.000000 Penalty: 3776.932617
	Iteration 101Q: 3 clusters Score -1.167696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -11676962.000000 Penalty: 3776.932617
	Iteration 102Q: 3 clusters Score -1.167696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -11676964.000000 Penalty: 3776.932617
	Iteration 103Q: 3 clusters Score -1.167696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -11676964.000000 Penalty: 3776.932617
	Iteration 104Q: 3 clusters Score -1.167696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -11676976.000000 Penalty: 3776.932617
	Iteration 105Q: 3 clusters Score -1.167698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -11676973.000000 Penalty: 3776.932617
	Iteration 106Q: 3 clusters Score -1.167697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -11676969.000000 Penalty: 3776.932617
	Iteration 107Q: 3 clusters Score -1.167697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -11676963.000000 Penalty: 3776.932617
	Iteration 108Q: 3 clusters Score -1.167696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -11676961.000000 Penalty: 3776.932617
	Iteration 109Q: 3 clusters Score -1.167696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -11676963.000000 Penalty: 3776.932617
	Iteration 110Q: 3 clusters Score -1.167696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11676954.000000 Penalty: 3776.932617
	Iteration 111Q: 3 clusters Score -1.167695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -11676945.000000 Penalty: 3776.932617
	Iteration 112Q: 3 clusters Score -1.167694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105534 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -11676936.000000 Penalty: 3776.932617
	Iteration 113Q: 3 clusters Score -1.167694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -11676934.000000 Penalty: 3776.932617
	Iteration 114Q: 3 clusters Score -1.167693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -11676934.000000 Penalty: 3776.932617
	Iteration 115Q: 3 clusters Score -1.167693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -11676934.000000 Penalty: 3776.932617
	Iteration 116F: 3 clusters Score -1.167693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 72804 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 154734 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4119 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80291 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 93030 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7118 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168926 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 105545 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66557 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 5905 members 
Entering Unmasked Estep 
Score: -154067120.000000 Penalty: 113419.390625
Splitting cluster 40 changes total score from -154067648.000000 to -154067120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -127837.171875 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -127837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126178.570312 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -126178.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126473.789062 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -126473.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126566.210938 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -126566.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126608.789062 Penalty: 2325.503906
	Iteration 3Q: 3 clusters Score -126608.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126629.695312 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -126629.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126646.523438 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -126646.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126669.085938 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -126669.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126691.679688 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -126691.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126717.453125 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -126717.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -126735.726562 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -126735.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -126747.703125 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -126747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126753.312500 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -126753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126759.171875 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -126759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126762.257812 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -126762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126764.734375 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -126764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126766.429688 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -126766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126768.226562 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -126768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126770.414062 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -126770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126774.226562 Penalty: 2325.503906
	Iteration 18Q: 3 clusters Score -126774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126775.156250 Penalty: 2325.503906
	Iteration 19Q: 3 clusters Score -126775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126775.875000 Penalty: 2325.503906
	Iteration 20F: 3 clusters Score -126775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126776.406250 Penalty: 2325.503906
	Iteration 21Q: 3 clusters Score -126776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126776.406250 Penalty: 2325.503906
	Iteration 22F: 3 clusters Score -126776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -768653.937500 Penalty: 1452.724487
	Iteration 0F: 2 clusters Score -768653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -763049.437500 Penalty: 2905.448975
	Iteration 0F: 3 clusters Score -763049.4 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -764921.375000 Penalty: 2905.448975
	Iteration 1F: 3 clusters Score -764921.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -765336.875000 Penalty: 2905.448975
	Iteration 2F: 3 clusters Score -765336.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -765792.812500 Penalty: 2905.448975
	Iteration 3F: 3 clusters Score -765792.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -766205.750000 Penalty: 2905.448975
	Iteration 4F: 3 clusters Score -766205.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -766545.562500 Penalty: 2905.448975
	Iteration 5F: 3 clusters Score -766545.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -766795.062500 Penalty: 2905.448975
	Iteration 6F: 3 clusters Score -766795.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -766993.187500 Penalty: 2905.448975
	Iteration 7Q: 3 clusters Score -766993.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -767139.937500 Penalty: 2905.448975
	Iteration 8Q: 3 clusters Score -767139.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -767229.312500 Penalty: 2905.448975
	Iteration 9Q: 3 clusters Score -767229.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -767288.437500 Penalty: 2905.448975
	Iteration 10Q: 3 clusters Score -767288.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -767333.062500 Penalty: 2905.448975
	Iteration 11Q: 3 clusters Score -767333.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -767371.312500 Penalty: 2905.448975
	Iteration 12Q: 3 clusters Score -767371.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -767394.125000 Penalty: 2905.448975
	Iteration 13Q: 3 clusters Score -767394.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -767409.625000 Penalty: 2905.448975
	Iteration 14Q: 3 clusters Score -767409.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -767416.875000 Penalty: 2905.448975
	Iteration 15Q: 3 clusters Score -767416.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -767427.687500 Penalty: 2905.448975
	Iteration 16Q: 3 clusters Score -767427.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -767435.187500 Penalty: 2905.448975
	Iteration 17Q: 3 clusters Score -767435.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -767441.812500 Penalty: 2905.448975
	Iteration 18Q: 3 clusters Score -767441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -767446.500000 Penalty: 2905.448975
	Iteration 19Q: 3 clusters Score -767446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -767448.750000 Penalty: 2905.448975
	Iteration 20F: 3 clusters Score -767448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -767450.125000 Penalty: 2905.448975
	Iteration 21Q: 3 clusters Score -767450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -767452.187500 Penalty: 2905.448975
	Iteration 22Q: 3 clusters Score -767452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -767451.187500 Penalty: 2905.448975
	Iteration 23Q: 3 clusters Score -767451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -767453.937500 Penalty: 2905.448975
	Iteration 24Q: 3 clusters Score -767453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -767453.437500 Penalty: 2905.448975
	Iteration 25Q: 3 clusters Score -767453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -767455.375000 Penalty: 2905.448975
	Iteration 26Q: 3 clusters Score -767455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -767455.875000 Penalty: 2905.448975
	Iteration 27Q: 3 clusters Score -767455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -767456.937500 Penalty: 2905.448975
	Iteration 28Q: 3 clusters Score -767456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -767456.937500 Penalty: 2905.448975
	Iteration 29F: 3 clusters Score -767456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Entering Unmasked Estep 
Score: -2841401.500000 Penalty: 1673.653687
	Iteration 0F: 2 clusters Score -2841402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2821261.500000 Penalty: 3347.307373
	Iteration 0F: 3 clusters Score -2821262 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2829168.000000 Penalty: 3347.307373
	Iteration 1F: 3 clusters Score -2829168 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2829987.500000 Penalty: 3347.307373
	Iteration 2F: 3 clusters Score -2829988 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2830907.500000 Penalty: 3347.307373
	Iteration 3F: 3 clusters Score -2830908 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2831855.250000 Penalty: 3347.307373
	Iteration 4F: 3 clusters Score -2831855 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2832729.500000 Penalty: 3347.307373
	Iteration 5F: 3 clusters Score -2832730 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2833455.500000 Penalty: 3347.307373
	Iteration 6F: 3 clusters Score -2833456 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2834125.750000 Penalty: 3347.307373
	Iteration 7Q: 3 clusters Score -2834126 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2834686.500000 Penalty: 3347.307373
	Iteration 8Q: 3 clusters Score -2834686 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2835224.000000 Penalty: 3347.307373
	Iteration 9Q: 3 clusters Score -2835224 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2835802.750000 Penalty: 3347.307373
	Iteration 10Q: 3 clusters Score -2835803 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2836451.500000 Penalty: 3347.307373
	Iteration 11Q: 3 clusters Score -2836452 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2837150.750000 Penalty: 3347.307373
	Iteration 12Q: 3 clusters Score -2837151 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2837816.750000 Penalty: 3347.307373
	Iteration 13Q: 3 clusters Score -2837817 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2838443.500000 Penalty: 3347.307373
	Iteration 14Q: 3 clusters Score -2838444 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -2838954.500000 Penalty: 3347.307373
	Iteration 15Q: 3 clusters Score -2838954 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2839444.250000 Penalty: 3347.307373
	Iteration 16Q: 3 clusters Score -2839444 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2839807.500000 Penalty: 3347.307373
	Iteration 17Q: 3 clusters Score -2839808 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -2840109.750000 Penalty: 3347.307373
	Iteration 18Q: 3 clusters Score -2840110 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2840324.500000 Penalty: 3347.307373
	Iteration 19Q: 3 clusters Score -2840324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2840502.500000 Penalty: 3347.307373
	Iteration 20F: 3 clusters Score -2840502 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -2840611.750000 Penalty: 3347.307373
	Iteration 21Q: 3 clusters Score -2840612 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -2840708.500000 Penalty: 3347.307373
	Iteration 22Q: 3 clusters Score -2840708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -2840767.000000 Penalty: 3347.307373
	Iteration 23Q: 3 clusters Score -2840767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -2840803.250000 Penalty: 3347.307373
	Iteration 24Q: 3 clusters Score -2840803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -2840824.000000 Penalty: 3347.307373
	Iteration 25Q: 3 clusters Score -2840824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -2840841.500000 Penalty: 3347.307373
	Iteration 26Q: 3 clusters Score -2840842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -2840864.500000 Penalty: 3347.307373
	Iteration 27Q: 3 clusters Score -2840864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2840911.750000 Penalty: 3347.307373
	Iteration 28Q: 3 clusters Score -2840912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -2840944.000000 Penalty: 3347.307373
	Iteration 29Q: 3 clusters Score -2840944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2840967.750000 Penalty: 3347.307373
	Iteration 30Q: 3 clusters Score -2840968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -2841024.500000 Penalty: 3347.307373
	Iteration 31Q: 3 clusters Score -2841024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -2841060.000000 Penalty: 3347.307373
	Iteration 32Q: 3 clusters Score -2841060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -2841069.000000 Penalty: 3347.307373
	Iteration 33Q: 3 clusters Score -2841069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -2841082.000000 Penalty: 3347.307373
	Iteration 34Q: 3 clusters Score -2841082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -2841088.250000 Penalty: 3347.307373
	Iteration 35Q: 3 clusters Score -2841088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -2841094.750000 Penalty: 3347.307373
	Iteration 36Q: 3 clusters Score -2841095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -2841096.750000 Penalty: 3347.307373
	Iteration 37Q: 3 clusters Score -2841097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -2841107.500000 Penalty: 3347.307373
	Iteration 38Q: 3 clusters Score -2841108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2841107.750000 Penalty: 3347.307373
	Iteration 39Q: 3 clusters Score -2841108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2841113.250000 Penalty: 3347.307373
	Iteration 40F: 3 clusters Score -2841113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2841116.750000 Penalty: 3347.307373
	Iteration 41Q: 3 clusters Score -2841117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2841115.750000 Penalty: 3347.307373
	Iteration 42Q: 3 clusters Score -2841116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2841115.750000 Penalty: 3347.307373
	Iteration 43F: 3 clusters Score -2841116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -177991.218750 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -177991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -175957.796875 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -175957.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176399.125000 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -176399.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -176523.796875 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -176523.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176599.437500 Penalty: 2455.158691
	Iteration 3F: 3 clusters Score -176599.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -176643.281250 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -176643.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -176671.000000 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -176671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -176695.265625 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -176695.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -176710.343750 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -176710.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -176722.062500 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -176722.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -176735.484375 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -176735.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176745.578125 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -176745.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -176757.000000 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -176757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -176775.750000 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -176775.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -176786.046875 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -176786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176792.343750 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -176792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176797.484375 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -176797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176800.843750 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -176800.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176809.000000 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -176809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176813.046875 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -176813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176816.750000 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -176816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176822.578125 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -176822.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -176829.750000 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -176829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -176838.468750 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -176838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176843.250000 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -176843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -176851.218750 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -176851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176857.843750 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -176857.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -176866.953125 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -176867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176873.578125 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -176873.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -176880.015625 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -176880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -176888.046875 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -176888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -176897.156250 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -176897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -176908.234375 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -176908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -176917.906250 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -176917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -176922.421875 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -176922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176926.046875 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -176926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -176928.828125 Penalty: 2455.158691
	Iteration 35Q: 3 clusters Score -176928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176930.171875 Penalty: 2455.158691
	Iteration 36Q: 3 clusters Score -176930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -176933.046875 Penalty: 2455.158691
	Iteration 37Q: 3 clusters Score -176933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -176936.734375 Penalty: 2455.158691
	Iteration 38Q: 3 clusters Score -176936.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176943.296875 Penalty: 2455.158691
	Iteration 39Q: 3 clusters Score -176943.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176953.593750 Penalty: 2455.158691
	Iteration 40F: 3 clusters Score -176953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -176963.093750 Penalty: 2455.158691
	Iteration 41Q: 3 clusters Score -176963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -176974.625000 Penalty: 2455.158691
	Iteration 42Q: 3 clusters Score -176974.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176983.890625 Penalty: 2455.158691
	Iteration 43Q: 3 clusters Score -176983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -176986.656250 Penalty: 2455.158691
	Iteration 44Q: 3 clusters Score -176986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -176989.406250 Penalty: 2455.158691
	Iteration 45Q: 3 clusters Score -176989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -176992.375000 Penalty: 2455.158691
	Iteration 46Q: 3 clusters Score -176992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -176995.281250 Penalty: 2455.158691
	Iteration 47Q: 3 clusters Score -176995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -176998.593750 Penalty: 2455.158691
	Iteration 48Q: 3 clusters Score -176998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177003.796875 Penalty: 2455.158691
	Iteration 49Q: 3 clusters Score -177003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177009.937500 Penalty: 2455.158691
	Iteration 50Q: 3 clusters Score -177009.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -177014.484375 Penalty: 2455.158691
	Iteration 51Q: 3 clusters Score -177014.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -177021.234375 Penalty: 2455.158691
	Iteration 52Q: 3 clusters Score -177021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -177026.765625 Penalty: 2455.158691
	Iteration 53Q: 3 clusters Score -177026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177030.109375 Penalty: 2455.158691
	Iteration 54Q: 3 clusters Score -177030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -177034.406250 Penalty: 2455.158691
	Iteration 55Q: 3 clusters Score -177034.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -177037.062500 Penalty: 2455.158691
	Iteration 56Q: 3 clusters Score -177037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177039.796875 Penalty: 2455.158691
	Iteration 57Q: 3 clusters Score -177039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -177043.343750 Penalty: 2455.158691
	Iteration 58Q: 3 clusters Score -177043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -177048.531250 Penalty: 2455.158691
	Iteration 59Q: 3 clusters Score -177048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -177052.390625 Penalty: 2455.158691
	Iteration 60F: 3 clusters Score -177052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -177055.250000 Penalty: 2455.158691
	Iteration 61Q: 3 clusters Score -177055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -177058.203125 Penalty: 2455.158691
	Iteration 62Q: 3 clusters Score -177058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -177058.578125 Penalty: 2455.158691
	Iteration 63Q: 3 clusters Score -177058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -177058.828125 Penalty: 2455.158691
	Iteration 64Q: 3 clusters Score -177058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -177058.828125 Penalty: 2455.158691
	Iteration 65F: 3 clusters Score -177058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Entering Unmasked Estep 
Score: -1705206.000000 Penalty: 1583.660767
	Iteration 0F: 2 clusters Score -1705206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1693458.625000 Penalty: 3167.321533
	Iteration 0F: 3 clusters Score -1693459 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1697761.125000 Penalty: 3167.321533
	Iteration 1F: 3 clusters Score -1697761 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1698376.875000 Penalty: 3167.321533
	Iteration 2F: 3 clusters Score -1698377 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1699085.250000 Penalty: 3167.321533
	Iteration 3F: 3 clusters Score -1699085 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1699979.875000 Penalty: 3167.321533
	Iteration 4F: 3 clusters Score -1699980 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1700968.125000 Penalty: 3167.321533
	Iteration 5F: 3 clusters Score -1700968 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1701786.250000 Penalty: 3167.321533
	Iteration 6F: 3 clusters Score -1701786 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1702456.000000 Penalty: 3167.321533
	Iteration 7F: 3 clusters Score -1702456 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1702967.875000 Penalty: 3167.321533
	Iteration 8Q: 3 clusters Score -1702968 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1703374.125000 Penalty: 3167.321533
	Iteration 9Q: 3 clusters Score -1703374 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1703715.125000 Penalty: 3167.321533
	Iteration 10Q: 3 clusters Score -1703715 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1703960.250000 Penalty: 3167.321533
	Iteration 11Q: 3 clusters Score -1703960 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1704175.125000 Penalty: 3167.321533
	Iteration 12Q: 3 clusters Score -1704175 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1704345.500000 Penalty: 3167.321533
	Iteration 13Q: 3 clusters Score -1704346 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1704458.750000 Penalty: 3167.321533
	Iteration 14Q: 3 clusters Score -1704459 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1704548.000000 Penalty: 3167.321533
	Iteration 15Q: 3 clusters Score -1704548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1704592.375000 Penalty: 3167.321533
	Iteration 16Q: 3 clusters Score -1704592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1704625.000000 Penalty: 3167.321533
	Iteration 17Q: 3 clusters Score -1704625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1704656.000000 Penalty: 3167.321533
	Iteration 18Q: 3 clusters Score -1704656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1704671.500000 Penalty: 3167.321533
	Iteration 19Q: 3 clusters Score -1704672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1704687.000000 Penalty: 3167.321533
	Iteration 20F: 3 clusters Score -1704687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1704694.750000 Penalty: 3167.321533
	Iteration 21Q: 3 clusters Score -1704695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1704702.750000 Penalty: 3167.321533
	Iteration 22Q: 3 clusters Score -1704703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1704704.000000 Penalty: 3167.321533
	Iteration 23Q: 3 clusters Score -1704704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1704709.250000 Penalty: 3167.321533
	Iteration 24Q: 3 clusters Score -1704709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1704718.125000 Penalty: 3167.321533
	Iteration 25Q: 3 clusters Score -1704718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1704721.375000 Penalty: 3167.321533
	Iteration 26Q: 3 clusters Score -1704721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1704724.000000 Penalty: 3167.321533
	Iteration 27Q: 3 clusters Score -1704724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1704729.375000 Penalty: 3167.321533
	Iteration 28Q: 3 clusters Score -1704729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1704736.500000 Penalty: 3167.321533
	Iteration 29Q: 3 clusters Score -1704736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1704741.375000 Penalty: 3167.321533
	Iteration 30Q: 3 clusters Score -1704741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1704746.250000 Penalty: 3167.321533
	Iteration 31Q: 3 clusters Score -1704746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1704744.750000 Penalty: 3167.321533
	Iteration 32Q: 3 clusters Score -1704745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1704750.000000 Penalty: 3167.321533
	Iteration 33Q: 3 clusters Score -1704750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1704753.375000 Penalty: 3167.321533
	Iteration 34Q: 3 clusters Score -1704753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1704757.500000 Penalty: 3167.321533
	Iteration 35Q: 3 clusters Score -1704758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1704758.250000 Penalty: 3167.321533
	Iteration 36Q: 3 clusters Score -1704758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1704765.000000 Penalty: 3167.321533
	Iteration 37Q: 3 clusters Score -1704765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1704767.250000 Penalty: 3167.321533
	Iteration 38Q: 3 clusters Score -1704767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1704768.625000 Penalty: 3167.321533
	Iteration 39Q: 3 clusters Score -1704769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1704773.125000 Penalty: 3167.321533
	Iteration 40F: 3 clusters Score -1704773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1704771.250000 Penalty: 3167.321533
	Iteration 41Q: 3 clusters Score -1704771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1704771.250000 Penalty: 3167.321533
	Iteration 42F: 3 clusters Score -1704771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Entering Unmasked Estep 
Score: -2077546.750000 Penalty: 1607.445435
	Iteration 0F: 2 clusters Score -2077547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2064002.125000 Penalty: 3214.890869
	Iteration 0F: 3 clusters Score -2064002 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2068848.750000 Penalty: 3214.890869
	Iteration 1F: 3 clusters Score -2068849 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2069171.125000 Penalty: 3214.890869
	Iteration 2Q: 3 clusters Score -2069171 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2069501.625000 Penalty: 3214.890869
	Iteration 3Q: 3 clusters Score -2069502 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2069929.875000 Penalty: 3214.890869
	Iteration 4Q: 3 clusters Score -2069930 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2070530.750000 Penalty: 3214.890869
	Iteration 5F: 3 clusters Score -2070531 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2071361.125000 Penalty: 3214.890869
	Iteration 6F: 3 clusters Score -2071361 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2072470.750000 Penalty: 3214.890869
	Iteration 7F: 3 clusters Score -2072471 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2073728.250000 Penalty: 3214.890869
	Iteration 8F: 3 clusters Score -2073728 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2074769.625000 Penalty: 3214.890869
	Iteration 9F: 3 clusters Score -2074770 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2075436.125000 Penalty: 3214.890869
	Iteration 10Q: 3 clusters Score -2075436 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2075806.500000 Penalty: 3214.890869
	Iteration 11Q: 3 clusters Score -2075806 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2076059.125000 Penalty: 3214.890869
	Iteration 12Q: 3 clusters Score -2076059 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2076209.375000 Penalty: 3214.890869
	Iteration 13Q: 3 clusters Score -2076209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2076296.500000 Penalty: 3214.890869
	Iteration 14Q: 3 clusters Score -2076296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2076354.250000 Penalty: 3214.890869
	Iteration 15Q: 3 clusters Score -2076354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2076390.125000 Penalty: 3214.890869
	Iteration 16Q: 3 clusters Score -2076390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2076409.500000 Penalty: 3214.890869
	Iteration 17Q: 3 clusters Score -2076410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2076424.500000 Penalty: 3214.890869
	Iteration 18Q: 3 clusters Score -2076424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2076441.375000 Penalty: 3214.890869
	Iteration 19Q: 3 clusters Score -2076441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2076453.750000 Penalty: 3214.890869
	Iteration 20F: 3 clusters Score -2076454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2076459.375000 Penalty: 3214.890869
	Iteration 21Q: 3 clusters Score -2076459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2076464.000000 Penalty: 3214.890869
	Iteration 22Q: 3 clusters Score -2076464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2076466.375000 Penalty: 3214.890869
	Iteration 23Q: 3 clusters Score -2076466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2076468.625000 Penalty: 3214.890869
	Iteration 24Q: 3 clusters Score -2076469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2076470.500000 Penalty: 3214.890869
	Iteration 25Q: 3 clusters Score -2076470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2076471.000000 Penalty: 3214.890869
	Iteration 26Q: 3 clusters Score -2076471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2076475.625000 Penalty: 3214.890869
	Iteration 27Q: 3 clusters Score -2076476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2076480.500000 Penalty: 3214.890869
	Iteration 28Q: 3 clusters Score -2076480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2076484.500000 Penalty: 3214.890869
	Iteration 29Q: 3 clusters Score -2076484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2076485.375000 Penalty: 3214.890869
	Iteration 30Q: 3 clusters Score -2076485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2076486.625000 Penalty: 3214.890869
	Iteration 31Q: 3 clusters Score -2076487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2076487.625000 Penalty: 3214.890869
	Iteration 32Q: 3 clusters Score -2076488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2076487.625000 Penalty: 3214.890869
	Iteration 33F: 3 clusters Score -2076488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Entering Unmasked Estep 
Score: -7039673.500000 Penalty: 1804.694824
	Iteration 0F: 2 clusters Score -7039674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6995455.500000 Penalty: 3609.389648
	Iteration 0F: 3 clusters Score -6995456 nChanged 31432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7015143.500000 Penalty: 3609.389648
	Iteration 1F: 3 clusters Score -7015144 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7017289.000000 Penalty: 3609.389648
	Iteration 2F: 3 clusters Score -7017289 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7020080.500000 Penalty: 3609.389648
	Iteration 3F: 3 clusters Score -7020080 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -7023310.000000 Penalty: 3609.389648
	Iteration 4F: 3 clusters Score -7023310 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -7026331.000000 Penalty: 3609.389648
	Iteration 5F: 3 clusters Score -7026331 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7028919.000000 Penalty: 3609.389648
	Iteration 6F: 3 clusters Score -7028919 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -7031006.500000 Penalty: 3609.389648
	Iteration 7Q: 3 clusters Score -7031006 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -7032539.500000 Penalty: 3609.389648
	Iteration 8Q: 3 clusters Score -7032540 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -7033686.000000 Penalty: 3609.389648
	Iteration 9Q: 3 clusters Score -7033686 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -7034631.000000 Penalty: 3609.389648
	Iteration 10Q: 3 clusters Score -7034631 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -7035285.000000 Penalty: 3609.389648
	Iteration 11Q: 3 clusters Score -7035285 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -7035785.500000 Penalty: 3609.389648
	Iteration 12Q: 3 clusters Score -7035786 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -7036209.000000 Penalty: 3609.389648
	Iteration 13Q: 3 clusters Score -7036209 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -7036569.000000 Penalty: 3609.389648
	Iteration 14Q: 3 clusters Score -7036569 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -7036873.000000 Penalty: 3609.389648
	Iteration 15Q: 3 clusters Score -7036873 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -7037179.500000 Penalty: 3609.389648
	Iteration 16Q: 3 clusters Score -7037180 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -7037464.500000 Penalty: 3609.389648
	Iteration 17Q: 3 clusters Score -7037464 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -7037688.500000 Penalty: 3609.389648
	Iteration 18Q: 3 clusters Score -7037688 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -7037874.500000 Penalty: 3609.389648
	Iteration 19Q: 3 clusters Score -7037874 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7038044.000000 Penalty: 3609.389648
	Iteration 20F: 3 clusters Score -7038044 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -7038141.000000 Penalty: 3609.389648
	Iteration 21Q: 3 clusters Score -7038141 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -7038179.000000 Penalty: 3609.389648
	Iteration 22Q: 3 clusters Score -7038179 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -7038224.000000 Penalty: 3609.389648
	Iteration 23Q: 3 clusters Score -7038224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -7038242.500000 Penalty: 3609.389648
	Iteration 24Q: 3 clusters Score -7038242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -7038253.500000 Penalty: 3609.389648
	Iteration 25Q: 3 clusters Score -7038254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -7038273.500000 Penalty: 3609.389648
	Iteration 26Q: 3 clusters Score -7038274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -7038294.000000 Penalty: 3609.389648
	Iteration 27Q: 3 clusters Score -7038294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -7038313.500000 Penalty: 3609.389648
	Iteration 28Q: 3 clusters Score -7038314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -7038304.500000 Penalty: 3609.389648
	Iteration 29Q: 3 clusters Score -7038304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -7038322.000000 Penalty: 3609.389648
	Iteration 30Q: 3 clusters Score -7038322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -7038334.500000 Penalty: 3609.389648
	Iteration 31Q: 3 clusters Score -7038334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -7038331.500000 Penalty: 3609.389648
	Iteration 32Q: 3 clusters Score -7038332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -7038330.500000 Penalty: 3609.389648
	Iteration 33Q: 3 clusters Score -7038330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -7038326.000000 Penalty: 3609.389648
	Iteration 34Q: 3 clusters Score -7038326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -7038327.000000 Penalty: 3609.389648
	Iteration 35Q: 3 clusters Score -7038327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -7038333.500000 Penalty: 3609.389648
	Iteration 36Q: 3 clusters Score -7038334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -7038339.000000 Penalty: 3609.389648
	Iteration 37Q: 3 clusters Score -7038339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -7038350.000000 Penalty: 3609.389648
	Iteration 38Q: 3 clusters Score -7038350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -7038348.500000 Penalty: 3609.389648
	Iteration 39Q: 3 clusters Score -7038348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -7038344.500000 Penalty: 3609.389648
	Iteration 40F: 3 clusters Score -7038344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -7038352.500000 Penalty: 3609.389648
	Iteration 41Q: 3 clusters Score -7038352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -7038358.000000 Penalty: 3609.389648
	Iteration 42Q: 3 clusters Score -7038358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7038378.000000 Penalty: 3609.389648
	Iteration 43Q: 3 clusters Score -7038378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -7038379.500000 Penalty: 3609.389648
	Iteration 44Q: 3 clusters Score -7038380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -7038373.500000 Penalty: 3609.389648
	Iteration 45Q: 3 clusters Score -7038374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7038375.500000 Penalty: 3609.389648
	Iteration 46Q: 3 clusters Score -7038376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -7038377.000000 Penalty: 3609.389648
	Iteration 47Q: 3 clusters Score -7038377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -7038372.500000 Penalty: 3609.389648
	Iteration 48Q: 3 clusters Score -7038372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -7038367.500000 Penalty: 3609.389648
	Iteration 49Q: 3 clusters Score -7038368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -7038371.500000 Penalty: 3609.389648
	Iteration 50Q: 3 clusters Score -7038372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -7038373.000000 Penalty: 3609.389648
	Iteration 51Q: 3 clusters Score -7038373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7038371.500000 Penalty: 3609.389648
	Iteration 52Q: 3 clusters Score -7038372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -7038378.000000 Penalty: 3609.389648
	Iteration 53Q: 3 clusters Score -7038378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -7038378.000000 Penalty: 3609.389648
	Iteration 54F: 3 clusters Score -7038378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -332022.812500 Penalty: 1315.485229
	Iteration 0F: 2 clusters Score -332022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329088.812500 Penalty: 2630.970459
	Iteration 0F: 3 clusters Score -329088.8 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -329806.812500 Penalty: 2630.970459
	Iteration 1F: 3 clusters Score -329806.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -329963.968750 Penalty: 2630.970459
	Iteration 2F: 3 clusters Score -329964 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330084.437500 Penalty: 2630.970459
	Iteration 3F: 3 clusters Score -330084.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330177.968750 Penalty: 2630.970459
	Iteration 4Q: 3 clusters Score -330178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -330259.375000 Penalty: 2630.970459
	Iteration 5Q: 3 clusters Score -330259.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330328.187500 Penalty: 2630.970459
	Iteration 6Q: 3 clusters Score -330328.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330371.781250 Penalty: 2630.970459
	Iteration 7Q: 3 clusters Score -330371.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -330411.375000 Penalty: 2630.970459
	Iteration 8Q: 3 clusters Score -330411.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -330444.781250 Penalty: 2630.970459
	Iteration 9Q: 3 clusters Score -330444.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -330478.062500 Penalty: 2630.970459
	Iteration 10Q: 3 clusters Score -330478.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -330507.531250 Penalty: 2630.970459
	Iteration 11Q: 3 clusters Score -330507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -330534.812500 Penalty: 2630.970459
	Iteration 12Q: 3 clusters Score -330534.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -330558.718750 Penalty: 2630.970459
	Iteration 13Q: 3 clusters Score -330558.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330589.031250 Penalty: 2630.970459
	Iteration 14Q: 3 clusters Score -330589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -330630.656250 Penalty: 2630.970459
	Iteration 15Q: 3 clusters Score -330630.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -330671.218750 Penalty: 2630.970459
	Iteration 16Q: 3 clusters Score -330671.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -330709.093750 Penalty: 2630.970459
	Iteration 17Q: 3 clusters Score -330709.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -330738.312500 Penalty: 2630.970459
	Iteration 18Q: 3 clusters Score -330738.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -330758.937500 Penalty: 2630.970459
	Iteration 19Q: 3 clusters Score -330758.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -330780.531250 Penalty: 2630.970459
	Iteration 20F: 3 clusters Score -330780.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -330793.781250 Penalty: 2630.970459
	Iteration 21Q: 3 clusters Score -330793.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -330809.062500 Penalty: 2630.970459
	Iteration 22Q: 3 clusters Score -330809.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -330827.843750 Penalty: 2630.970459
	Iteration 23Q: 3 clusters Score -330827.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -330849.031250 Penalty: 2630.970459
	Iteration 24Q: 3 clusters Score -330849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -330869.718750 Penalty: 2630.970459
	Iteration 25Q: 3 clusters Score -330869.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -330884.875000 Penalty: 2630.970459
	Iteration 26Q: 3 clusters Score -330884.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -330903.531250 Penalty: 2630.970459
	Iteration 27Q: 3 clusters Score -330903.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -330921.343750 Penalty: 2630.970459
	Iteration 28Q: 3 clusters Score -330921.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330938.875000 Penalty: 2630.970459
	Iteration 29Q: 3 clusters Score -330938.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330952.031250 Penalty: 2630.970459
	Iteration 30Q: 3 clusters Score -330952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -330962.187500 Penalty: 2630.970459
	Iteration 31Q: 3 clusters Score -330962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330970.562500 Penalty: 2630.970459
	Iteration 32Q: 3 clusters Score -330970.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -330975.125000 Penalty: 2630.970459
	Iteration 33Q: 3 clusters Score -330975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -330979.968750 Penalty: 2630.970459
	Iteration 34Q: 3 clusters Score -330980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -330983.500000 Penalty: 2630.970459
	Iteration 35Q: 3 clusters Score -330983.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -330987.656250 Penalty: 2630.970459
	Iteration 36Q: 3 clusters Score -330987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -330993.218750 Penalty: 2630.970459
	Iteration 37Q: 3 clusters Score -330993.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -330998.156250 Penalty: 2630.970459
	Iteration 38Q: 3 clusters Score -330998.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -331003.937500 Penalty: 2630.970459
	Iteration 39Q: 3 clusters Score -331003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -331009.812500 Penalty: 2630.970459
	Iteration 40F: 3 clusters Score -331009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -331017.093750 Penalty: 2630.970459
	Iteration 41Q: 3 clusters Score -331017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -331025.062500 Penalty: 2630.970459
	Iteration 42Q: 3 clusters Score -331025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -331032.906250 Penalty: 2630.970459
	Iteration 43Q: 3 clusters Score -331032.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -331038.656250 Penalty: 2630.970459
	Iteration 44Q: 3 clusters Score -331038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -331045.312500 Penalty: 2630.970459
	Iteration 45Q: 3 clusters Score -331045.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -331050.312500 Penalty: 2630.970459
	Iteration 46Q: 3 clusters Score -331050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -331053.343750 Penalty: 2630.970459
	Iteration 47Q: 3 clusters Score -331053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -331054.437500 Penalty: 2630.970459
	Iteration 48Q: 3 clusters Score -331054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331055.406250 Penalty: 2630.970459
	Iteration 49Q: 3 clusters Score -331055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -331056.468750 Penalty: 2630.970459
	Iteration 50Q: 3 clusters Score -331056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -331056.500000 Penalty: 2630.970459
	Iteration 51Q: 3 clusters Score -331056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -331056.500000 Penalty: 2630.970459
	Iteration 52F: 3 clusters Score -331056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 22036 members 
Mstep: Class 4 contains 53431 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 72804 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 17643 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 191447 members 
Mstep: Class 16 contains 30655 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 29960 members 
Mstep: Class 19 contains 37502 members 
Mstep: Class 20 contains 154734 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4119 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80291 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 93030 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7118 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168926 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111450 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17079 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66557 members 
Mstep: Class 48 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 159Q: 49 clusters Score -1.540678e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 22003 members 
Mstep: Class 4 contains 53429 members 
Mstep: Class 5 contains 31086 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 72803 members 
Mstep: Class 8 contains 118240 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 17620 members 
Mstep: Class 14 contains 9635 members 
Mstep: Class 15 contains 191458 members 
Mstep: Class 16 contains 30637 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 29959 members 
Mstep: Class 19 contains 37518 members 
Mstep: Class 20 contains 154743 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 1643 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 5547 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80296 members 
Mstep: Class 30 contains 5573 members 
Mstep: Class 31 contains 93052 members 
Mstep: Class 32 contains 3088 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 7131 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168956 members 
Mstep: Class 38 contains 11516 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111469 members 
Mstep: Class 41 contains 1281 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29710 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17072 members 
Mstep: Class 46 contains 19793 members 
Mstep: Class 47 contains 66535 members 
Mstep: Class 48 contains 3279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067904.000000 Penalty: 111104.703125
Iteration 160F: 49 clusters Score -1.540679e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 21973 members 
Mstep: Class 4 contains 53428 members 
Mstep: Class 5 contains 31071 members 
Mstep: Class 6 contains 3379 members 
Mstep: Class 7 contains 72802 members 
Mstep: Class 8 contains 118242 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 15410 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 17593 members 
Mstep: Class 14 contains 9655 members 
Mstep: Class 15 contains 191494 members 
Mstep: Class 16 contains 30617 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 29955 members 
Mstep: Class 19 contains 37530 members 
Mstep: Class 20 contains 154750 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 5532 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4124 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80297 members 
Mstep: Class 30 contains 5568 members 
Mstep: Class 31 contains 93082 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 7158 members 
Mstep: Class 36 contains 4601 members 
Mstep: Class 37 contains 168959 members 
Mstep: Class 38 contains 11515 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111484 members 
Mstep: Class 41 contains 1282 members 
Mstep: Class 42 contains 7628 members 
Mstep: Class 43 contains 29715 members 
Mstep: Class 44 contains 1906 members 
Mstep: Class 45 contains 17064 members 
Mstep: Class 46 contains 19806 members 
Mstep: Class 47 contains 66511 members 
Mstep: Class 48 contains 3277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067600.000000 Penalty: 111104.703125
Iteration 161Q: 49 clusters Score -1.540676e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 12118 members 
Mstep: Class 3 contains 21950 members 
Mstep: Class 4 contains 53430 members 
Mstep: Class 5 contains 31056 members 
Mstep: Class 6 contains 3384 members 
Mstep: Class 7 contains 72799 members 
Mstep: Class 8 contains 118239 members 
Mstep: Class 9 contains 7022 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 17569 members 
Mstep: Class 14 contains 9681 members 
Mstep: Class 15 contains 191503 members 
Mstep: Class 16 contains 30593 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 29955 members 
Mstep: Class 19 contains 37538 members 
Mstep: Class 20 contains 154792 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3182 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 5522 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4126 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80294 members 
Mstep: Class 30 contains 5565 members 
Mstep: Class 31 contains 93103 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 7176 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 168971 members 
Mstep: Class 38 contains 11515 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111502 members 
Mstep: Class 41 contains 1282 members 
Mstep: Class 42 contains 7627 members 
Mstep: Class 43 contains 29721 members 
Mstep: Class 44 contains 1906 members 
Mstep: Class 45 contains 17060 members 
Mstep: Class 46 contains 19821 members 
Mstep: Class 47 contains 66484 members 
Mstep: Class 48 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 162Q: 49 clusters Score -1.540677e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 12102 members 
Mstep: Class 3 contains 21926 members 
Mstep: Class 4 contains 53427 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 72784 members 
Mstep: Class 8 contains 118249 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 17548 members 
Mstep: Class 14 contains 9702 members 
Mstep: Class 15 contains 191533 members 
Mstep: Class 16 contains 30568 members 
Mstep: Class 17 contains 5702 members 
Mstep: Class 18 contains 29950 members 
Mstep: Class 19 contains 37550 members 
Mstep: Class 20 contains 154823 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 3174 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 5513 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4128 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80297 members 
Mstep: Class 30 contains 5562 members 
Mstep: Class 31 contains 93142 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 7187 members 
Mstep: Class 36 contains 4601 members 
Mstep: Class 37 contains 168971 members 
Mstep: Class 38 contains 11515 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111520 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 7626 members 
Mstep: Class 43 contains 29725 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17052 members 
Mstep: Class 46 contains 19828 members 
Mstep: Class 47 contains 66448 members 
Mstep: Class 48 contains 3267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067840.000000 Penalty: 111104.703125
Iteration 163Q: 49 clusters Score -1.540678e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 12092 members 
Mstep: Class 3 contains 21916 members 
Mstep: Class 4 contains 53428 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 72774 members 
Mstep: Class 8 contains 118254 members 
Mstep: Class 9 contains 7023 members 
Mstep: Class 10 contains 15408 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 17521 members 
Mstep: Class 14 contains 9719 members 
Mstep: Class 15 contains 191541 members 
Mstep: Class 16 contains 30540 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 29948 members 
Mstep: Class 19 contains 37554 members 
Mstep: Class 20 contains 154862 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 3166 members 
Mstep: Class 23 contains 1646 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4129 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 80298 members 
Mstep: Class 30 contains 5563 members 
Mstep: Class 31 contains 93181 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 2820 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7223 members 
Mstep: Class 36 contains 4604 members 
Mstep: Class 37 contains 168980 members 
Mstep: Class 38 contains 11515 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111525 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 7626 members 
Mstep: Class 43 contains 29718 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17050 members 
Mstep: Class 46 contains 19834 members 
Mstep: Class 47 contains 66413 members 
Mstep: Class 48 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 164Q: 49 clusters Score -1.540678e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 12079 members 
Mstep: Class 3 contains 21898 members 
Mstep: Class 4 contains 53425 members 
Mstep: Class 5 contains 31041 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 72773 members 
Mstep: Class 8 contains 118268 members 
Mstep: Class 9 contains 7028 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 17504 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 191561 members 
Mstep: Class 16 contains 30527 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 29945 members 
Mstep: Class 19 contains 37564 members 
Mstep: Class 20 contains 154884 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 5495 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 4129 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80300 members 
Mstep: Class 30 contains 5562 members 
Mstep: Class 31 contains 93210 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7247 members 
Mstep: Class 36 contains 4605 members 
Mstep: Class 37 contains 168979 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111532 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 7626 members 
Mstep: Class 43 contains 29711 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17053 members 
Mstep: Class 46 contains 19838 members 
Mstep: Class 47 contains 66369 members 
Mstep: Class 48 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 165Q: 49 clusters Score -1.540676e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 21883 members 
Mstep: Class 4 contains 53429 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 72766 members 
Mstep: Class 8 contains 118274 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 15408 members 
Mstep: Class 11 contains 1072 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 9770 members 
Mstep: Class 15 contains 191576 members 
Mstep: Class 16 contains 30511 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 29944 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 20 contains 154894 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 1649 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 5488 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4129 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80302 members 
Mstep: Class 30 contains 5561 members 
Mstep: Class 31 contains 93244 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 7262 members 
Mstep: Class 36 contains 4608 members 
Mstep: Class 37 contains 168980 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29704 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17050 members 
Mstep: Class 46 contains 19839 members 
Mstep: Class 47 contains 66340 members 
Mstep: Class 48 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067648.000000 Penalty: 111104.703125
Iteration 166Q: 49 clusters Score -1.540676e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 12064 members 
Mstep: Class 3 contains 21858 members 
Mstep: Class 4 contains 53433 members 
Mstep: Class 5 contains 31045 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 72762 members 
Mstep: Class 8 contains 118281 members 
Mstep: Class 9 contains 7033 members 
Mstep: Class 10 contains 15409 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17473 members 
Mstep: Class 14 contains 9788 members 
Mstep: Class 15 contains 191598 members 
Mstep: Class 16 contains 30495 members 
Mstep: Class 17 contains 5671 members 
Mstep: Class 18 contains 29942 members 
Mstep: Class 19 contains 37568 members 
Mstep: Class 20 contains 154909 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 10840 members 
Mstep: Class 25 contains 5480 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4130 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 80308 members 
Mstep: Class 30 contains 5558 members 
Mstep: Class 31 contains 93279 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 2818 members 
Mstep: Class 34 contains 1915 members 
Mstep: Class 35 contains 7270 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 168981 members 
Mstep: Class 38 contains 11516 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29698 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19842 members 
Mstep: Class 47 contains 66317 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 167Q: 49 clusters Score -1.540677e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 12057 members 
Mstep: Class 3 contains 21830 members 
Mstep: Class 4 contains 53436 members 
Mstep: Class 5 contains 31042 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118288 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 15409 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17459 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 191611 members 
Mstep: Class 16 contains 30477 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 18 contains 29943 members 
Mstep: Class 19 contains 37579 members 
Mstep: Class 20 contains 154931 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5475 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4130 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 80308 members 
Mstep: Class 30 contains 5555 members 
Mstep: Class 31 contains 93323 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2819 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 7277 members 
Mstep: Class 36 contains 4612 members 
Mstep: Class 37 contains 168968 members 
Mstep: Class 38 contains 11516 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111563 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29694 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19841 members 
Mstep: Class 47 contains 66305 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 168Q: 49 clusters Score -1.540676e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 53442 members 
Mstep: Class 5 contains 31037 members 
Mstep: Class 6 contains 3410 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118286 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 191625 members 
Mstep: Class 16 contains 30463 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 29942 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 20 contains 154961 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3123 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 5470 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4132 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 80312 members 
Mstep: Class 30 contains 5553 members 
Mstep: Class 31 contains 93359 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 7276 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111573 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29692 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19842 members 
Mstep: Class 47 contains 66294 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 169Q: 49 clusters Score -1.540678e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 12039 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 53445 members 
Mstep: Class 5 contains 31042 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118287 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15402 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17418 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 191636 members 
Mstep: Class 16 contains 30449 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29939 members 
Mstep: Class 19 contains 37603 members 
Mstep: Class 20 contains 154972 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3112 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4134 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80313 members 
Mstep: Class 30 contains 5552 members 
Mstep: Class 31 contains 93397 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 7278 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29685 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19842 members 
Mstep: Class 47 contains 66284 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 170Q: 49 clusters Score -1.540678e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 12033 members 
Mstep: Class 3 contains 21799 members 
Mstep: Class 4 contains 53442 members 
Mstep: Class 5 contains 31045 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72743 members 
Mstep: Class 8 contains 118290 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 17398 members 
Mstep: Class 14 contains 9830 members 
Mstep: Class 15 contains 191639 members 
Mstep: Class 16 contains 30441 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 29938 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 154994 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 5466 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4136 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80315 members 
Mstep: Class 30 contains 5548 members 
Mstep: Class 31 contains 93424 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 7281 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 168933 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111589 members 
Mstep: Class 41 contains 1278 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29689 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19843 members 
Mstep: Class 47 contains 66276 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 171Q: 49 clusters Score -1.540677e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 12026 members 
Mstep: Class 3 contains 21794 members 
Mstep: Class 4 contains 53438 members 
Mstep: Class 5 contains 31045 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 72740 members 
Mstep: Class 8 contains 118293 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 17380 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 191643 members 
Mstep: Class 16 contains 30437 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29937 members 
Mstep: Class 19 contains 37624 members 
Mstep: Class 20 contains 155003 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3093 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 5465 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4137 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80314 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93445 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 7285 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 168933 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111594 members 
Mstep: Class 41 contains 1277 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29687 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19844 members 
Mstep: Class 47 contains 66270 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 172Q: 49 clusters Score -1.540678e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 21781 members 
Mstep: Class 4 contains 53439 members 
Mstep: Class 5 contains 31042 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72737 members 
Mstep: Class 8 contains 118296 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 191651 members 
Mstep: Class 16 contains 30433 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29936 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 155012 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 5462 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80310 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93462 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 7285 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 168935 members 
Mstep: Class 38 contains 11517 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111593 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29691 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19845 members 
Mstep: Class 47 contains 66267 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067856.000000 Penalty: 111104.703125
Iteration 173Q: 49 clusters Score -1.540679e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 53439 members 
Mstep: Class 5 contains 31039 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72737 members 
Mstep: Class 8 contains 118298 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 191656 members 
Mstep: Class 16 contains 30426 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29934 members 
Mstep: Class 19 contains 37631 members 
Mstep: Class 20 contains 155024 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 5460 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80310 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93482 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7294 members 
Mstep: Class 36 contains 4612 members 
Mstep: Class 37 contains 168934 members 
Mstep: Class 38 contains 11518 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111593 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29691 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17043 members 
Mstep: Class 46 contains 19846 members 
Mstep: Class 47 contains 66259 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 174Q: 49 clusters Score -1.540677e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 12012 members 
Mstep: Class 3 contains 21766 members 
Mstep: Class 4 contains 53441 members 
Mstep: Class 5 contains 31032 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72736 members 
Mstep: Class 8 contains 118297 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 14 contains 9862 members 
Mstep: Class 15 contains 191666 members 
Mstep: Class 16 contains 30417 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29935 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 155024 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10851 members 
Mstep: Class 25 contains 5459 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80308 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93505 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7301 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 168938 members 
Mstep: Class 38 contains 11519 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111586 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7636 members 
Mstep: Class 43 contains 29694 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19848 members 
Mstep: Class 47 contains 66252 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 111104.703125
Iteration 175Q: 49 clusters Score -1.540676e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 21768 members 
Mstep: Class 4 contains 53439 members 
Mstep: Class 5 contains 31034 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72737 members 
Mstep: Class 8 contains 118297 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17324 members 
Mstep: Class 14 contains 9875 members 
Mstep: Class 15 contains 191671 members 
Mstep: Class 16 contains 30407 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29935 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 155027 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 5457 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80306 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93521 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7314 members 
Mstep: Class 36 contains 4615 members 
Mstep: Class 37 contains 168937 members 
Mstep: Class 38 contains 11519 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111580 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7637 members 
Mstep: Class 43 contains 29693 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19847 members 
Mstep: Class 47 contains 66244 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 176Q: 49 clusters Score -1.540677e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 12002 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 53436 members 
Mstep: Class 5 contains 31032 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72736 members 
Mstep: Class 8 contains 118299 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 191675 members 
Mstep: Class 16 contains 30400 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29936 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 155038 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10850 members 
Mstep: Class 25 contains 5456 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80305 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93541 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7329 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 168938 members 
Mstep: Class 38 contains 11519 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111573 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7636 members 
Mstep: Class 43 contains 29690 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19850 members 
Mstep: Class 47 contains 66233 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 177Q: 49 clusters Score -1.540677e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 21752 members 
Mstep: Class 4 contains 53437 members 
Mstep: Class 5 contains 31027 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72737 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 191684 members 
Mstep: Class 16 contains 30395 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29936 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 155049 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 5455 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80307 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93557 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7343 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168930 members 
Mstep: Class 38 contains 11519 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111566 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29685 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17043 members 
Mstep: Class 46 contains 19853 members 
Mstep: Class 47 contains 66223 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067648.000000 Penalty: 111104.703125
Iteration 178Q: 49 clusters Score -1.540676e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 21742 members 
Mstep: Class 4 contains 53436 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 72742 members 
Mstep: Class 8 contains 118315 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 191689 members 
Mstep: Class 16 contains 30385 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29936 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 155050 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 5453 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 80309 members 
Mstep: Class 30 contains 5547 members 
Mstep: Class 31 contains 93576 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7358 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168928 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7635 members 
Mstep: Class 43 contains 29679 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17042 members 
Mstep: Class 46 contains 19855 members 
Mstep: Class 47 contains 66218 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 179Q: 49 clusters Score -1.540676e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 21731 members 
Mstep: Class 4 contains 53438 members 
Mstep: Class 5 contains 31023 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72742 members 
Mstep: Class 8 contains 118328 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17297 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 191684 members 
Mstep: Class 16 contains 30370 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29934 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 155058 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 5453 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 80311 members 
Mstep: Class 30 contains 5546 members 
Mstep: Class 31 contains 93591 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7368 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168927 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111564 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29675 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19857 members 
Mstep: Class 47 contains 66212 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 180F: 49 clusters Score -1.540676e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 21722 members 
Mstep: Class 4 contains 53441 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72741 members 
Mstep: Class 8 contains 118329 members 
Mstep: Class 9 contains 7039 members 
Mstep: Class 10 contains 15397 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 191687 members 
Mstep: Class 16 contains 30361 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29933 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 155065 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 80314 members 
Mstep: Class 30 contains 5546 members 
Mstep: Class 31 contains 93606 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7377 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 168929 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111566 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29679 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17043 members 
Mstep: Class 46 contains 19857 members 
Mstep: Class 47 contains 66202 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 181Q: 49 clusters Score -1.540677e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 21717 members 
Mstep: Class 4 contains 53443 members 
Mstep: Class 5 contains 31019 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118329 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 17275 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 191695 members 
Mstep: Class 16 contains 30345 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 155082 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80311 members 
Mstep: Class 30 contains 5546 members 
Mstep: Class 31 contains 93622 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7385 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168919 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111571 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29685 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19857 members 
Mstep: Class 47 contains 66192 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 182Q: 49 clusters Score -1.540676e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 11965 members 
Mstep: Class 3 contains 21711 members 
Mstep: Class 4 contains 53444 members 
Mstep: Class 5 contains 31015 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118330 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17266 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 191699 members 
Mstep: Class 16 contains 30328 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 155103 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10845 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80315 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 93633 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7394 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168911 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29682 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19859 members 
Mstep: Class 47 contains 66183 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 183Q: 49 clusters Score -1.540675e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 11955 members 
Mstep: Class 3 contains 21698 members 
Mstep: Class 4 contains 53444 members 
Mstep: Class 5 contains 31011 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118329 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 9954 members 
Mstep: Class 15 contains 191710 members 
Mstep: Class 16 contains 30313 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 155123 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1651 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80318 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 93649 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7406 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168903 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111579 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29680 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19863 members 
Mstep: Class 47 contains 66176 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067488.000000 Penalty: 111104.703125
Iteration 184Q: 49 clusters Score -1.540675e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 11947 members 
Mstep: Class 3 contains 21689 members 
Mstep: Class 4 contains 53445 members 
Mstep: Class 5 contains 31008 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118336 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17256 members 
Mstep: Class 14 contains 9966 members 
Mstep: Class 15 contains 191714 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 155143 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80322 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 93660 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7415 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168888 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 111575 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29677 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19866 members 
Mstep: Class 47 contains 66170 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 185Q: 49 clusters Score -1.540675e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 11939 members 
Mstep: Class 3 contains 21686 members 
Mstep: Class 4 contains 53445 members 
Mstep: Class 5 contains 31004 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118339 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17250 members 
Mstep: Class 14 contains 9970 members 
Mstep: Class 15 contains 191716 members 
Mstep: Class 16 contains 30298 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 155155 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 93674 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7423 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168878 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111569 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29670 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19868 members 
Mstep: Class 47 contains 66166 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067792.000000 Penalty: 111104.703125
Iteration 186Q: 49 clusters Score -1.540678e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 21677 members 
Mstep: Class 4 contains 53446 members 
Mstep: Class 5 contains 31002 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72758 members 
Mstep: Class 8 contains 118334 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17248 members 
Mstep: Class 14 contains 9976 members 
Mstep: Class 15 contains 191725 members 
Mstep: Class 16 contains 30288 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 155170 members 
Mstep: Class 21 contains 8227 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10844 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80331 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 93694 members 
Mstep: Class 32 contains 3083 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7424 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 168876 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111567 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29663 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66162 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067856.000000 Penalty: 111104.703125
Iteration 187Q: 49 clusters Score -1.540679e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 11929 members 
Mstep: Class 3 contains 21667 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 31004 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72758 members 
Mstep: Class 8 contains 118327 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15394 members 
Mstep: Class 11 contains 1076 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17242 members 
Mstep: Class 14 contains 9980 members 
Mstep: Class 15 contains 191727 members 
Mstep: Class 16 contains 30281 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 155181 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 93717 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7433 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 168868 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111568 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29659 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66158 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 188Q: 49 clusters Score -1.540678e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 11924 members 
Mstep: Class 3 contains 21661 members 
Mstep: Class 4 contains 53448 members 
Mstep: Class 5 contains 31003 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118333 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 9982 members 
Mstep: Class 15 contains 191732 members 
Mstep: Class 16 contains 30275 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 155190 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 93738 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7437 members 
Mstep: Class 36 contains 4622 members 
Mstep: Class 37 contains 168865 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111564 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29653 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66156 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 189Q: 49 clusters Score -1.540677e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 11924 members 
Mstep: Class 3 contains 21662 members 
Mstep: Class 4 contains 53448 members 
Mstep: Class 5 contains 31004 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118336 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15389 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17230 members 
Mstep: Class 14 contains 9985 members 
Mstep: Class 15 contains 191732 members 
Mstep: Class 16 contains 30271 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37649 members 
Mstep: Class 20 contains 155190 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5541 members 
Mstep: Class 31 contains 93751 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4624 members 
Mstep: Class 37 contains 168866 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29653 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19866 members 
Mstep: Class 47 contains 66157 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067792.000000 Penalty: 111104.703125
Iteration 190Q: 49 clusters Score -1.540678e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 11922 members 
Mstep: Class 3 contains 21658 members 
Mstep: Class 4 contains 53448 members 
Mstep: Class 5 contains 31001 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72755 members 
Mstep: Class 8 contains 118342 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17226 members 
Mstep: Class 14 contains 9986 members 
Mstep: Class 15 contains 191737 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37650 members 
Mstep: Class 20 contains 155193 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4052 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5539 members 
Mstep: Class 31 contains 93759 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7439 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168864 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111558 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29650 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 111104.703125
Iteration 191Q: 49 clusters Score -1.540678e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 11921 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 53448 members 
Mstep: Class 5 contains 30999 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72755 members 
Mstep: Class 8 contains 118347 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17219 members 
Mstep: Class 14 contains 9987 members 
Mstep: Class 15 contains 191737 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80340 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93771 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2821 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168865 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111554 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29649 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067840.000000 Penalty: 111104.703125
Iteration 192Q: 49 clusters Score -1.540678e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 21650 members 
Mstep: Class 4 contains 53449 members 
Mstep: Class 5 contains 30997 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118345 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 17215 members 
Mstep: Class 14 contains 9991 members 
Mstep: Class 15 contains 191737 members 
Mstep: Class 16 contains 30269 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 155193 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10842 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80340 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93786 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7439 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168867 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29646 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19864 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067936.000000 Penalty: 111104.703125
Iteration 193Q: 49 clusters Score -1.540679e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 53448 members 
Mstep: Class 5 contains 30996 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118350 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 17213 members 
Mstep: Class 14 contains 9992 members 
Mstep: Class 15 contains 191743 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 80339 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93796 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7440 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168865 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111551 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29643 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067952.000000 Penalty: 111104.703125
Iteration 194Q: 49 clusters Score -1.54068e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 21633 members 
Mstep: Class 4 contains 53447 members 
Mstep: Class 5 contains 30994 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118350 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 17209 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 191746 members 
Mstep: Class 16 contains 30267 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37655 members 
Mstep: Class 20 contains 155187 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10840 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 80339 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93809 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7440 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168868 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29643 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19866 members 
Mstep: Class 47 contains 66162 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067936.000000 Penalty: 111104.703125
Iteration 195Q: 49 clusters Score -1.540679e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 21624 members 
Mstep: Class 4 contains 53447 members 
Mstep: Class 5 contains 30989 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118351 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 9999 members 
Mstep: Class 15 contains 191748 members 
Mstep: Class 16 contains 30266 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37658 members 
Mstep: Class 20 contains 155189 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93822 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7440 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168863 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111554 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7634 members 
Mstep: Class 43 contains 29641 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66164 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067952.000000 Penalty: 111104.703125
Iteration 196Q: 49 clusters Score -1.54068e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 21620 members 
Mstep: Class 4 contains 53449 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118350 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15389 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 191751 members 
Mstep: Class 16 contains 30268 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 155187 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93836 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7440 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168863 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29638 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66164 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067952.000000 Penalty: 111104.703125
Iteration 197Q: 49 clusters Score -1.54068e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 21613 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30986 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17191 members 
Mstep: Class 14 contains 10002 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30266 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 155187 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93856 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7439 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168862 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111552 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29638 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66163 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067968.000000 Penalty: 111104.703125
Iteration 198Q: 49 clusters Score -1.54068e+08 nChanged 70
Entering ConstructFrom: 
Score: -154067968.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Entering Unmasked Estep 
Score: -3570607.750000 Penalty: 1701.046387
	Iteration 0F: 2 clusters Score -3570608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3547142.250000 Penalty: 3402.092773
	Iteration 0F: 3 clusters Score -3547142 nChanged 16326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3557231.250000 Penalty: 3402.092773
	Iteration 1F: 3 clusters Score -3557231 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3558567.250000 Penalty: 3402.092773
	Iteration 2F: 3 clusters Score -3558567 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3560028.750000 Penalty: 3402.092773
	Iteration 3F: 3 clusters Score -3560029 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3561566.750000 Penalty: 3402.092773
	Iteration 4F: 3 clusters Score -3561567 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3562967.250000 Penalty: 3402.092773
	Iteration 5F: 3 clusters Score -3562967 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3564159.000000 Penalty: 3402.092773
	Iteration 6F: 3 clusters Score -3564159 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3565161.750000 Penalty: 3402.092773
	Iteration 7Q: 3 clusters Score -3565162 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3566094.500000 Penalty: 3402.092773
	Iteration 8Q: 3 clusters Score -3566094 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3566915.750000 Penalty: 3402.092773
	Iteration 9Q: 3 clusters Score -3566916 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3567568.500000 Penalty: 3402.092773
	Iteration 10Q: 3 clusters Score -3567568 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -3568081.500000 Penalty: 3402.092773
	Iteration 11Q: 3 clusters Score -3568082 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3568424.500000 Penalty: 3402.092773
	Iteration 12Q: 3 clusters Score -3568424 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3568652.250000 Penalty: 3402.092773
	Iteration 13Q: 3 clusters Score -3568652 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3568861.250000 Penalty: 3402.092773
	Iteration 14Q: 3 clusters Score -3568861 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -3569052.250000 Penalty: 3402.092773
	Iteration 15Q: 3 clusters Score -3569052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -3569179.750000 Penalty: 3402.092773
	Iteration 16Q: 3 clusters Score -3569180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3569276.500000 Penalty: 3402.092773
	Iteration 17Q: 3 clusters Score -3569276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3569350.000000 Penalty: 3402.092773
	Iteration 18Q: 3 clusters Score -3569350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3569400.000000 Penalty: 3402.092773
	Iteration 19Q: 3 clusters Score -3569400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3569423.500000 Penalty: 3402.092773
	Iteration 20F: 3 clusters Score -3569424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -3569448.750000 Penalty: 3402.092773
	Iteration 21Q: 3 clusters Score -3569449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -3569461.000000 Penalty: 3402.092773
	Iteration 22Q: 3 clusters Score -3569461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -3569482.250000 Penalty: 3402.092773
	Iteration 23Q: 3 clusters Score -3569482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3569497.250000 Penalty: 3402.092773
	Iteration 24Q: 3 clusters Score -3569497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -3569506.250000 Penalty: 3402.092773
	Iteration 25Q: 3 clusters Score -3569506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3569508.750000 Penalty: 3402.092773
	Iteration 26Q: 3 clusters Score -3569509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -3569526.750000 Penalty: 3402.092773
	Iteration 27Q: 3 clusters Score -3569527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3569539.000000 Penalty: 3402.092773
	Iteration 28Q: 3 clusters Score -3569539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3569546.000000 Penalty: 3402.092773
	Iteration 29Q: 3 clusters Score -3569546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3569560.750000 Penalty: 3402.092773
	Iteration 30Q: 3 clusters Score -3569561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3569573.500000 Penalty: 3402.092773
	Iteration 31Q: 3 clusters Score -3569574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3569582.250000 Penalty: 3402.092773
	Iteration 32Q: 3 clusters Score -3569582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -3569576.000000 Penalty: 3402.092773
	Iteration 33Q: 3 clusters Score -3569576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -3569585.500000 Penalty: 3402.092773
	Iteration 34Q: 3 clusters Score -3569586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3569583.500000 Penalty: 3402.092773
	Iteration 35Q: 3 clusters Score -3569584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3569582.250000 Penalty: 3402.092773
	Iteration 36Q: 3 clusters Score -3569582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3569596.000000 Penalty: 3402.092773
	Iteration 37Q: 3 clusters Score -3569596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3569605.750000 Penalty: 3402.092773
	Iteration 38Q: 3 clusters Score -3569606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -3569609.750000 Penalty: 3402.092773
	Iteration 39Q: 3 clusters Score -3569610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3569612.000000 Penalty: 3402.092773
	Iteration 40F: 3 clusters Score -3569612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -3569621.250000 Penalty: 3402.092773
	Iteration 41Q: 3 clusters Score -3569621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -3569620.000000 Penalty: 3402.092773
	Iteration 42Q: 3 clusters Score -3569620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -3569623.750000 Penalty: 3402.092773
	Iteration 43Q: 3 clusters Score -3569624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -3569624.000000 Penalty: 3402.092773
	Iteration 44Q: 3 clusters Score -3569624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3569624.250000 Penalty: 3402.092773
	Iteration 45Q: 3 clusters Score -3569624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3569627.500000 Penalty: 3402.092773
	Iteration 46Q: 3 clusters Score -3569628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3569621.000000 Penalty: 3402.092773
	Iteration 47Q: 3 clusters Score -3569621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -3569621.000000 Penalty: 3402.092773
	Iteration 48F: 3 clusters Score -3569621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Entering Unmasked Estep 
Score: -1240722.250000 Penalty: 1525.084229
	Iteration 0F: 2 clusters Score -1240722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1232217.000000 Penalty: 3050.168457
	Iteration 0F: 3 clusters Score -1232217 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1235067.375000 Penalty: 3050.168457
	Iteration 1F: 3 clusters Score -1235067 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1235421.875000 Penalty: 3050.168457
	Iteration 2F: 3 clusters Score -1235422 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1235806.000000 Penalty: 3050.168457
	Iteration 3F: 3 clusters Score -1235806 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1236355.000000 Penalty: 3050.168457
	Iteration 4F: 3 clusters Score -1236355 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1236974.625000 Penalty: 3050.168457
	Iteration 5F: 3 clusters Score -1236975 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1237671.000000 Penalty: 3050.168457
	Iteration 6F: 3 clusters Score -1237671 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1238316.000000 Penalty: 3050.168457
	Iteration 7F: 3 clusters Score -1238316 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1238861.375000 Penalty: 3050.168457
	Iteration 8F: 3 clusters Score -1238861 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1239272.000000 Penalty: 3050.168457
	Iteration 9Q: 3 clusters Score -1239272 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1239552.000000 Penalty: 3050.168457
	Iteration 10Q: 3 clusters Score -1239552 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1239696.125000 Penalty: 3050.168457
	Iteration 11Q: 3 clusters Score -1239696 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1239752.500000 Penalty: 3050.168457
	Iteration 12Q: 3 clusters Score -1239752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1239787.625000 Penalty: 3050.168457
	Iteration 13Q: 3 clusters Score -1239788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1239810.750000 Penalty: 3050.168457
	Iteration 14Q: 3 clusters Score -1239811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1239822.250000 Penalty: 3050.168457
	Iteration 15Q: 3 clusters Score -1239822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1239837.750000 Penalty: 3050.168457
	Iteration 16Q: 3 clusters Score -1239838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1239846.125000 Penalty: 3050.168457
	Iteration 17Q: 3 clusters Score -1239846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1239850.500000 Penalty: 3050.168457
	Iteration 18Q: 3 clusters Score -1239850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1239856.875000 Penalty: 3050.168457
	Iteration 19Q: 3 clusters Score -1239857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1239858.875000 Penalty: 3050.168457
	Iteration 20F: 3 clusters Score -1239859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1239860.625000 Penalty: 3050.168457
	Iteration 21Q: 3 clusters Score -1239861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1239864.375000 Penalty: 3050.168457
	Iteration 22Q: 3 clusters Score -1239864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1239866.250000 Penalty: 3050.168457
	Iteration 23Q: 3 clusters Score -1239866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1239864.250000 Penalty: 3050.168457
	Iteration 24Q: 3 clusters Score -1239864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1239868.000000 Penalty: 3050.168457
	Iteration 25Q: 3 clusters Score -1239868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1239870.750000 Penalty: 3050.168457
	Iteration 26Q: 3 clusters Score -1239871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1239870.500000 Penalty: 3050.168457
	Iteration 27Q: 3 clusters Score -1239870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1239873.125000 Penalty: 3050.168457
	Iteration 28Q: 3 clusters Score -1239873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1239874.500000 Penalty: 3050.168457
	Iteration 29Q: 3 clusters Score -1239874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1239872.000000 Penalty: 3050.168457
	Iteration 30Q: 3 clusters Score -1239872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1239873.000000 Penalty: 3050.168457
	Iteration 31Q: 3 clusters Score -1239873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1239873.000000 Penalty: 3050.168457
	Iteration 32F: 3 clusters Score -1239873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Entering Unmasked Estep 
Score: -2272776.750000 Penalty: 1621.792847
	Iteration 0F: 2 clusters Score -2272777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2258132.500000 Penalty: 3243.585693
	Iteration 0F: 3 clusters Score -2258132 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2263547.250000 Penalty: 3243.585693
	Iteration 1F: 3 clusters Score -2263547 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2263868.750000 Penalty: 3243.585693
	Iteration 2Q: 3 clusters Score -2263869 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2264162.250000 Penalty: 3243.585693
	Iteration 3Q: 3 clusters Score -2264162 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2264471.750000 Penalty: 3243.585693
	Iteration 4Q: 3 clusters Score -2264472 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2264837.250000 Penalty: 3243.585693
	Iteration 5Q: 3 clusters Score -2264837 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2265352.000000 Penalty: 3243.585693
	Iteration 6Q: 3 clusters Score -2265352 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2266088.250000 Penalty: 3243.585693
	Iteration 7F: 3 clusters Score -2266088 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2267004.750000 Penalty: 3243.585693
	Iteration 8F: 3 clusters Score -2267005 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2268011.750000 Penalty: 3243.585693
	Iteration 9F: 3 clusters Score -2268012 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2269050.000000 Penalty: 3243.585693
	Iteration 10F: 3 clusters Score -2269050 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2269978.000000 Penalty: 3243.585693
	Iteration 11Q: 3 clusters Score -2269978 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2270628.750000 Penalty: 3243.585693
	Iteration 12Q: 3 clusters Score -2270629 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2271018.000000 Penalty: 3243.585693
	Iteration 13Q: 3 clusters Score -2271018 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2271221.000000 Penalty: 3243.585693
	Iteration 14Q: 3 clusters Score -2271221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2271361.750000 Penalty: 3243.585693
	Iteration 15Q: 3 clusters Score -2271362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2271418.500000 Penalty: 3243.585693
	Iteration 16Q: 3 clusters Score -2271418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2271473.000000 Penalty: 3243.585693
	Iteration 17Q: 3 clusters Score -2271473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2271500.000000 Penalty: 3243.585693
	Iteration 18Q: 3 clusters Score -2271500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2271518.000000 Penalty: 3243.585693
	Iteration 19Q: 3 clusters Score -2271518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2271531.000000 Penalty: 3243.585693
	Iteration 20F: 3 clusters Score -2271531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2271539.250000 Penalty: 3243.585693
	Iteration 21Q: 3 clusters Score -2271539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2271551.250000 Penalty: 3243.585693
	Iteration 22Q: 3 clusters Score -2271551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2271556.500000 Penalty: 3243.585693
	Iteration 23Q: 3 clusters Score -2271556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2271559.750000 Penalty: 3243.585693
	Iteration 24Q: 3 clusters Score -2271560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2271561.000000 Penalty: 3243.585693
	Iteration 25Q: 3 clusters Score -2271561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2271561.750000 Penalty: 3243.585693
	Iteration 26Q: 3 clusters Score -2271562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2271561.250000 Penalty: 3243.585693
	Iteration 27Q: 3 clusters Score -2271561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2271567.000000 Penalty: 3243.585693
	Iteration 28Q: 3 clusters Score -2271567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2271567.000000 Penalty: 3243.585693
	Iteration 29F: 3 clusters Score -2271567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Entering Unmasked Estep 
Score: -5609369.000000 Penalty: 1769.056641
	Iteration 0F: 2 clusters Score -5609369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5573660.000000 Penalty: 3538.113281
	Iteration 0F: 3 clusters Score -5573660 nChanged 25224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5588039.500000 Penalty: 3538.113281
	Iteration 1F: 3 clusters Score -5588040 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5588697.000000 Penalty: 3538.113281
	Iteration 2Q: 3 clusters Score -5588697 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5589493.000000 Penalty: 3538.113281
	Iteration 3Q: 3 clusters Score -5589493 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -5590521.500000 Penalty: 3538.113281
	Iteration 4Q: 3 clusters Score -5590522 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -5592079.000000 Penalty: 3538.113281
	Iteration 5F: 3 clusters Score -5592079 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -5593888.000000 Penalty: 3538.113281
	Iteration 6F: 3 clusters Score -5593888 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5595741.000000 Penalty: 3538.113281
	Iteration 7F: 3 clusters Score -5595741 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5597436.000000 Penalty: 3538.113281
	Iteration 8F: 3 clusters Score -5597436 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5598762.000000 Penalty: 3538.113281
	Iteration 9F: 3 clusters Score -5598762 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -5599766.500000 Penalty: 3538.113281
	Iteration 10Q: 3 clusters Score -5599766 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -5600653.000000 Penalty: 3538.113281
	Iteration 11Q: 3 clusters Score -5600653 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5601448.500000 Penalty: 3538.113281
	Iteration 12Q: 3 clusters Score -5601448 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5602415.500000 Penalty: 3538.113281
	Iteration 13Q: 3 clusters Score -5602416 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -5603371.000000 Penalty: 3538.113281
	Iteration 14Q: 3 clusters Score -5603371 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -5604230.000000 Penalty: 3538.113281
	Iteration 15Q: 3 clusters Score -5604230 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5604811.500000 Penalty: 3538.113281
	Iteration 16Q: 3 clusters Score -5604812 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5605176.000000 Penalty: 3538.113281
	Iteration 17Q: 3 clusters Score -5605176 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5605476.000000 Penalty: 3538.113281
	Iteration 18Q: 3 clusters Score -5605476 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5605640.500000 Penalty: 3538.113281
	Iteration 19Q: 3 clusters Score -5605640 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5605775.500000 Penalty: 3538.113281
	Iteration 20F: 3 clusters Score -5605776 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5605891.500000 Penalty: 3538.113281
	Iteration 21Q: 3 clusters Score -5605892 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -5605981.000000 Penalty: 3538.113281
	Iteration 22Q: 3 clusters Score -5605981 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5606069.000000 Penalty: 3538.113281
	Iteration 23Q: 3 clusters Score -5606069 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5606157.500000 Penalty: 3538.113281
	Iteration 24Q: 3 clusters Score -5606158 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5606222.500000 Penalty: 3538.113281
	Iteration 25Q: 3 clusters Score -5606222 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -5606281.000000 Penalty: 3538.113281
	Iteration 26Q: 3 clusters Score -5606281 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5606336.500000 Penalty: 3538.113281
	Iteration 27Q: 3 clusters Score -5606336 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -5606437.500000 Penalty: 3538.113281
	Iteration 28Q: 3 clusters Score -5606438 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5606517.500000 Penalty: 3538.113281
	Iteration 29Q: 3 clusters Score -5606518 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5606599.500000 Penalty: 3538.113281
	Iteration 30Q: 3 clusters Score -5606600 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5606659.000000 Penalty: 3538.113281
	Iteration 31Q: 3 clusters Score -5606659 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -5606721.500000 Penalty: 3538.113281
	Iteration 32Q: 3 clusters Score -5606722 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5606799.000000 Penalty: 3538.113281
	Iteration 33Q: 3 clusters Score -5606799 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -5606878.000000 Penalty: 3538.113281
	Iteration 34Q: 3 clusters Score -5606878 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -5606973.000000 Penalty: 3538.113281
	Iteration 35Q: 3 clusters Score -5606973 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5607032.000000 Penalty: 3538.113281
	Iteration 36Q: 3 clusters Score -5607032 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5607104.500000 Penalty: 3538.113281
	Iteration 37Q: 3 clusters Score -5607104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -5607180.000000 Penalty: 3538.113281
	Iteration 38Q: 3 clusters Score -5607180 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5607240.500000 Penalty: 3538.113281
	Iteration 39Q: 3 clusters Score -5607240 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -5607322.500000 Penalty: 3538.113281
	Iteration 40F: 3 clusters Score -5607322 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -5607368.000000 Penalty: 3538.113281
	Iteration 41Q: 3 clusters Score -5607368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -5607423.500000 Penalty: 3538.113281
	Iteration 42Q: 3 clusters Score -5607424 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -5607476.500000 Penalty: 3538.113281
	Iteration 43Q: 3 clusters Score -5607476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -5607533.000000 Penalty: 3538.113281
	Iteration 44Q: 3 clusters Score -5607533 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -5607580.000000 Penalty: 3538.113281
	Iteration 45Q: 3 clusters Score -5607580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -5607638.000000 Penalty: 3538.113281
	Iteration 46Q: 3 clusters Score -5607638 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -5607678.500000 Penalty: 3538.113281
	Iteration 47Q: 3 clusters Score -5607678 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -5607730.500000 Penalty: 3538.113281
	Iteration 48Q: 3 clusters Score -5607730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -5607761.500000 Penalty: 3538.113281
	Iteration 49Q: 3 clusters Score -5607762 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -5607800.500000 Penalty: 3538.113281
	Iteration 50Q: 3 clusters Score -5607800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5607827.500000 Penalty: 3538.113281
	Iteration 51Q: 3 clusters Score -5607828 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -5607846.000000 Penalty: 3538.113281
	Iteration 52Q: 3 clusters Score -5607846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -5607857.500000 Penalty: 3538.113281
	Iteration 53Q: 3 clusters Score -5607858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -5607880.500000 Penalty: 3538.113281
	Iteration 54Q: 3 clusters Score -5607880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -5607902.500000 Penalty: 3538.113281
	Iteration 55Q: 3 clusters Score -5607902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -5607918.500000 Penalty: 3538.113281
	Iteration 56Q: 3 clusters Score -5607918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -5607944.500000 Penalty: 3538.113281
	Iteration 57Q: 3 clusters Score -5607944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -5607984.500000 Penalty: 3538.113281
	Iteration 58Q: 3 clusters Score -5607984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -5608021.000000 Penalty: 3538.113281
	Iteration 59Q: 3 clusters Score -5608021 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -5608029.500000 Penalty: 3538.113281
	Iteration 60F: 3 clusters Score -5608030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -5608049.500000 Penalty: 3538.113281
	Iteration 61Q: 3 clusters Score -5608050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -5608058.000000 Penalty: 3538.113281
	Iteration 62Q: 3 clusters Score -5608058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -5608073.500000 Penalty: 3538.113281
	Iteration 63Q: 3 clusters Score -5608074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -5608077.500000 Penalty: 3538.113281
	Iteration 64Q: 3 clusters Score -5608078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -5608090.500000 Penalty: 3538.113281
	Iteration 65Q: 3 clusters Score -5608090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -5608094.000000 Penalty: 3538.113281
	Iteration 66Q: 3 clusters Score -5608094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -5608104.000000 Penalty: 3538.113281
	Iteration 67Q: 3 clusters Score -5608104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -5608102.000000 Penalty: 3538.113281
	Iteration 68Q: 3 clusters Score -5608102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -5608115.500000 Penalty: 3538.113281
	Iteration 69Q: 3 clusters Score -5608116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -5608114.500000 Penalty: 3538.113281
	Iteration 70Q: 3 clusters Score -5608114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -5608125.500000 Penalty: 3538.113281
	Iteration 71Q: 3 clusters Score -5608126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -5608128.500000 Penalty: 3538.113281
	Iteration 72Q: 3 clusters Score -5608128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -5608137.000000 Penalty: 3538.113281
	Iteration 73Q: 3 clusters Score -5608137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -5608140.500000 Penalty: 3538.113281
	Iteration 74Q: 3 clusters Score -5608140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -5608142.500000 Penalty: 3538.113281
	Iteration 75Q: 3 clusters Score -5608142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -5608147.500000 Penalty: 3538.113281
	Iteration 76Q: 3 clusters Score -5608148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -5608147.000000 Penalty: 3538.113281
	Iteration 77Q: 3 clusters Score -5608147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -5608145.000000 Penalty: 3538.113281
	Iteration 78Q: 3 clusters Score -5608145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -5608154.500000 Penalty: 3538.113281
	Iteration 79Q: 3 clusters Score -5608154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -5608161.000000 Penalty: 3538.113281
	Iteration 80F: 3 clusters Score -5608161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -5608158.000000 Penalty: 3538.113281
	Iteration 81Q: 3 clusters Score -5608158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5608162.500000 Penalty: 3538.113281
	Iteration 82Q: 3 clusters Score -5608162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -5608161.000000 Penalty: 3538.113281
	Iteration 83Q: 3 clusters Score -5608161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -5608167.500000 Penalty: 3538.113281
	Iteration 84Q: 3 clusters Score -5608168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -5608168.500000 Penalty: 3538.113281
	Iteration 85Q: 3 clusters Score -5608168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -5608168.000000 Penalty: 3538.113281
	Iteration 86Q: 3 clusters Score -5608168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -5608169.000000 Penalty: 3538.113281
	Iteration 87Q: 3 clusters Score -5608169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -5608168.000000 Penalty: 3538.113281
	Iteration 88Q: 3 clusters Score -5608168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -5608164.500000 Penalty: 3538.113281
	Iteration 89Q: 3 clusters Score -5608164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -5608167.000000 Penalty: 3538.113281
	Iteration 90Q: 3 clusters Score -5608167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -5608167.500000 Penalty: 3538.113281
	Iteration 91Q: 3 clusters Score -5608168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -5608168.000000 Penalty: 3538.113281
	Iteration 92Q: 3 clusters Score -5608168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -5608166.500000 Penalty: 3538.113281
	Iteration 93Q: 3 clusters Score -5608166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -5608167.500000 Penalty: 3538.113281
	Iteration 94Q: 3 clusters Score -5608168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -5608167.000000 Penalty: 3538.113281
	Iteration 95Q: 3 clusters Score -5608167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -5608167.500000 Penalty: 3538.113281
	Iteration 96Q: 3 clusters Score -5608168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -5608169.000000 Penalty: 3538.113281
	Iteration 97Q: 3 clusters Score -5608169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -5608170.000000 Penalty: 3538.113281
	Iteration 98Q: 3 clusters Score -5608170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -5608168.000000 Penalty: 3538.113281
	Iteration 99Q: 3 clusters Score -5608168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -5608162.000000 Penalty: 3538.113281
	Iteration 100F: 3 clusters Score -5608162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -5608167.000000 Penalty: 3538.113281
	Iteration 101Q: 3 clusters Score -5608167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -5608162.000000 Penalty: 3538.113281
	Iteration 102Q: 3 clusters Score -5608162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -5608161.000000 Penalty: 3538.113281
	Iteration 103Q: 3 clusters Score -5608161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -5608163.500000 Penalty: 3538.113281
	Iteration 104Q: 3 clusters Score -5608164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -5608166.500000 Penalty: 3538.113281
	Iteration 105Q: 3 clusters Score -5608166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -5608166.000000 Penalty: 3538.113281
	Iteration 106Q: 3 clusters Score -5608166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -5608168.000000 Penalty: 3538.113281
	Iteration 107Q: 3 clusters Score -5608168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -5608167.000000 Penalty: 3538.113281
	Iteration 108Q: 3 clusters Score -5608167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -5608169.000000 Penalty: 3538.113281
	Iteration 109Q: 3 clusters Score -5608169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -5608170.500000 Penalty: 3538.113281
	Iteration 110Q: 3 clusters Score -5608170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -5608175.000000 Penalty: 3538.113281
	Iteration 111Q: 3 clusters Score -5608175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -5608171.500000 Penalty: 3538.113281
	Iteration 112Q: 3 clusters Score -5608172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5608169.000000 Penalty: 3538.113281
	Iteration 113Q: 3 clusters Score -5608169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5608167.000000 Penalty: 3538.113281
	Iteration 114Q: 3 clusters Score -5608167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -5608172.500000 Penalty: 3538.113281
	Iteration 115Q: 3 clusters Score -5608172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -5608171.500000 Penalty: 3538.113281
	Iteration 116Q: 3 clusters Score -5608172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -5608172.000000 Penalty: 3538.113281
	Iteration 117Q: 3 clusters Score -5608172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -5608168.500000 Penalty: 3538.113281
	Iteration 118Q: 3 clusters Score -5608168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -5608173.500000 Penalty: 3538.113281
	Iteration 119Q: 3 clusters Score -5608174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -5608176.500000 Penalty: 3538.113281
	Iteration 120F: 3 clusters Score -5608176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -5608180.500000 Penalty: 3538.113281
	Iteration 121Q: 3 clusters Score -5608180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -5608181.500000 Penalty: 3538.113281
	Iteration 122Q: 3 clusters Score -5608182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -5608180.500000 Penalty: 3538.113281
	Iteration 123Q: 3 clusters Score -5608180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -5608186.500000 Penalty: 3538.113281
	Iteration 124Q: 3 clusters Score -5608186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -5608186.500000 Penalty: 3538.113281
	Iteration 125F: 3 clusters Score -5608186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3144811.000000 Penalty: 1680.454468
	Iteration 0F: 2 clusters Score -3144811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3123979.500000 Penalty: 3360.908936
	Iteration 0F: 3 clusters Score -3123980 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3131847.500000 Penalty: 3360.908936
	Iteration 1F: 3 clusters Score -3131848 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3132406.250000 Penalty: 3360.908936
	Iteration 2Q: 3 clusters Score -3132406 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3133019.000000 Penalty: 3360.908936
	Iteration 3Q: 3 clusters Score -3133019 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3133774.500000 Penalty: 3360.908936
	Iteration 4Q: 3 clusters Score -3133774 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3134668.250000 Penalty: 3360.908936
	Iteration 5F: 3 clusters Score -3134668 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3135758.500000 Penalty: 3360.908936
	Iteration 6F: 3 clusters Score -3135758 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3136845.000000 Penalty: 3360.908936
	Iteration 7F: 3 clusters Score -3136845 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3137845.500000 Penalty: 3360.908936
	Iteration 8F: 3 clusters Score -3137846 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3138597.500000 Penalty: 3360.908936
	Iteration 9Q: 3 clusters Score -3138598 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3139192.000000 Penalty: 3360.908936
	Iteration 10Q: 3 clusters Score -3139192 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3139704.500000 Penalty: 3360.908936
	Iteration 11Q: 3 clusters Score -3139704 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3140111.000000 Penalty: 3360.908936
	Iteration 12Q: 3 clusters Score -3140111 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3140442.750000 Penalty: 3360.908936
	Iteration 13Q: 3 clusters Score -3140443 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3140749.500000 Penalty: 3360.908936
	Iteration 14Q: 3 clusters Score -3140750 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3141067.750000 Penalty: 3360.908936
	Iteration 15Q: 3 clusters Score -3141068 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3141318.000000 Penalty: 3360.908936
	Iteration 16Q: 3 clusters Score -3141318 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3141601.500000 Penalty: 3360.908936
	Iteration 17Q: 3 clusters Score -3141602 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3141928.000000 Penalty: 3360.908936
	Iteration 18Q: 3 clusters Score -3141928 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3142193.500000 Penalty: 3360.908936
	Iteration 19Q: 3 clusters Score -3142194 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3142391.250000 Penalty: 3360.908936
	Iteration 20F: 3 clusters Score -3142391 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3142555.500000 Penalty: 3360.908936
	Iteration 21Q: 3 clusters Score -3142556 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3142727.500000 Penalty: 3360.908936
	Iteration 22Q: 3 clusters Score -3142728 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3142876.000000 Penalty: 3360.908936
	Iteration 23Q: 3 clusters Score -3142876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3143008.500000 Penalty: 3360.908936
	Iteration 24Q: 3 clusters Score -3143008 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3143127.000000 Penalty: 3360.908936
	Iteration 25Q: 3 clusters Score -3143127 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3143246.250000 Penalty: 3360.908936
	Iteration 26Q: 3 clusters Score -3143246 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3143326.750000 Penalty: 3360.908936
	Iteration 27Q: 3 clusters Score -3143327 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3143396.750000 Penalty: 3360.908936
	Iteration 28Q: 3 clusters Score -3143397 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3143457.250000 Penalty: 3360.908936
	Iteration 29Q: 3 clusters Score -3143457 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3143499.000000 Penalty: 3360.908936
	Iteration 30Q: 3 clusters Score -3143499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3143539.750000 Penalty: 3360.908936
	Iteration 31Q: 3 clusters Score -3143540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3143589.250000 Penalty: 3360.908936
	Iteration 32Q: 3 clusters Score -3143589 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3143622.000000 Penalty: 3360.908936
	Iteration 33Q: 3 clusters Score -3143622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3143661.500000 Penalty: 3360.908936
	Iteration 34Q: 3 clusters Score -3143662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3143683.250000 Penalty: 3360.908936
	Iteration 35Q: 3 clusters Score -3143683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3143706.000000 Penalty: 3360.908936
	Iteration 36Q: 3 clusters Score -3143706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3143724.000000 Penalty: 3360.908936
	Iteration 37Q: 3 clusters Score -3143724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3143749.250000 Penalty: 3360.908936
	Iteration 38Q: 3 clusters Score -3143749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3143766.250000 Penalty: 3360.908936
	Iteration 39Q: 3 clusters Score -3143766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3143777.750000 Penalty: 3360.908936
	Iteration 40F: 3 clusters Score -3143778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3143789.000000 Penalty: 3360.908936
	Iteration 41Q: 3 clusters Score -3143789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3143801.500000 Penalty: 3360.908936
	Iteration 42Q: 3 clusters Score -3143802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3143812.500000 Penalty: 3360.908936
	Iteration 43Q: 3 clusters Score -3143812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3143810.000000 Penalty: 3360.908936
	Iteration 44Q: 3 clusters Score -3143810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3143809.500000 Penalty: 3360.908936
	Iteration 45Q: 3 clusters Score -3143810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3143809.750000 Penalty: 3360.908936
	Iteration 46Q: 3 clusters Score -3143810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3143812.000000 Penalty: 3360.908936
	Iteration 47Q: 3 clusters Score -3143812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3143817.000000 Penalty: 3360.908936
	Iteration 48Q: 3 clusters Score -3143817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3143820.250000 Penalty: 3360.908936
	Iteration 49Q: 3 clusters Score -3143820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3143826.250000 Penalty: 3360.908936
	Iteration 50Q: 3 clusters Score -3143826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3143831.000000 Penalty: 3360.908936
	Iteration 51Q: 3 clusters Score -3143831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3143837.250000 Penalty: 3360.908936
	Iteration 52Q: 3 clusters Score -3143837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3143835.250000 Penalty: 3360.908936
	Iteration 53Q: 3 clusters Score -3143835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3143839.500000 Penalty: 3360.908936
	Iteration 54Q: 3 clusters Score -3143840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3143848.750000 Penalty: 3360.908936
	Iteration 55Q: 3 clusters Score -3143849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3143857.000000 Penalty: 3360.908936
	Iteration 56Q: 3 clusters Score -3143857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3143860.250000 Penalty: 3360.908936
	Iteration 57Q: 3 clusters Score -3143860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3143864.500000 Penalty: 3360.908936
	Iteration 58Q: 3 clusters Score -3143864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3143869.750000 Penalty: 3360.908936
	Iteration 59Q: 3 clusters Score -3143870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3143869.250000 Penalty: 3360.908936
	Iteration 60F: 3 clusters Score -3143869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3143874.250000 Penalty: 3360.908936
	Iteration 61Q: 3 clusters Score -3143874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3143882.250000 Penalty: 3360.908936
	Iteration 62Q: 3 clusters Score -3143882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3143886.250000 Penalty: 3360.908936
	Iteration 63Q: 3 clusters Score -3143886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3143890.000000 Penalty: 3360.908936
	Iteration 64Q: 3 clusters Score -3143890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3143890.500000 Penalty: 3360.908936
	Iteration 65Q: 3 clusters Score -3143890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3143892.500000 Penalty: 3360.908936
	Iteration 66Q: 3 clusters Score -3143892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3143900.500000 Penalty: 3360.908936
	Iteration 67Q: 3 clusters Score -3143900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3143904.500000 Penalty: 3360.908936
	Iteration 68Q: 3 clusters Score -3143904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3143902.750000 Penalty: 3360.908936
	Iteration 69Q: 3 clusters Score -3143903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3143902.750000 Penalty: 3360.908936
	Iteration 70Q: 3 clusters Score -3143903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3143907.500000 Penalty: 3360.908936
	Iteration 71Q: 3 clusters Score -3143908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3143910.750000 Penalty: 3360.908936
	Iteration 72Q: 3 clusters Score -3143911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3143908.750000 Penalty: 3360.908936
	Iteration 73Q: 3 clusters Score -3143909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3143912.000000 Penalty: 3360.908936
	Iteration 74Q: 3 clusters Score -3143912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3143914.750000 Penalty: 3360.908936
	Iteration 75Q: 3 clusters Score -3143915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3143915.750000 Penalty: 3360.908936
	Iteration 76Q: 3 clusters Score -3143916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3143915.750000 Penalty: 3360.908936
	Iteration 77F: 3 clusters Score -3143916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -336329.937500 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -336329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -333327.406250 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -333327.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -334138.843750 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -334138.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -334337.125000 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -334337.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -334496.218750 Penalty: 2644.273438
	Iteration 3F: 3 clusters Score -334496.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -334658.750000 Penalty: 2644.273438
	Iteration 4F: 3 clusters Score -334658.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -334814.031250 Penalty: 2644.273438
	Iteration 5F: 3 clusters Score -334814 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -334958.906250 Penalty: 2644.273438
	Iteration 6F: 3 clusters Score -334958.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -335075.031250 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -335075 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -335154.500000 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -335154.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -335226.781250 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -335226.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -335276.562500 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -335276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -335316.812500 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -335316.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -335360.187500 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -335360.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -335415.843750 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -335415.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -335475.718750 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -335475.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -335554.281250 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -335554.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -335628.281250 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -335628.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -335695.500000 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -335695.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -335756.750000 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -335756.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -335838.750000 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -335838.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335907.718750 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -335907.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -335963.812500 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -335963.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -335992.281250 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -335992.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -336006.968750 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -336007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -336017.312500 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -336017.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -336022.562500 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -336022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -336024.750000 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -336024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -336026.343750 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -336026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -336026.343750 Penalty: 2644.273438
	Iteration 28F: 3 clusters Score -336026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Entering Unmasked Estep 
Score: -7622382.500000 Penalty: 1819.156860
	Iteration 0F: 2 clusters Score -7622382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7573632.000000 Penalty: 3638.313721
	Iteration 0F: 3 clusters Score -7573632 nChanged 34574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7593756.500000 Penalty: 3638.313721
	Iteration 1F: 3 clusters Score -7593756 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -7594483.500000 Penalty: 3638.313721
	Iteration 2Q: 3 clusters Score -7594484 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -7595203.000000 Penalty: 3638.313721
	Iteration 3Q: 3 clusters Score -7595203 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -7595928.500000 Penalty: 3638.313721
	Iteration 4Q: 3 clusters Score -7595928 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -7596707.000000 Penalty: 3638.313721
	Iteration 5Q: 3 clusters Score -7596707 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -7597553.000000 Penalty: 3638.313721
	Iteration 6Q: 3 clusters Score -7597553 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7598549.500000 Penalty: 3638.313721
	Iteration 7Q: 3 clusters Score -7598550 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7599627.500000 Penalty: 3638.313721
	Iteration 8Q: 3 clusters Score -7599628 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7600870.000000 Penalty: 3638.313721
	Iteration 9Q: 3 clusters Score -7600870 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -7602203.500000 Penalty: 3638.313721
	Iteration 10Q: 3 clusters Score -7602204 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -7603639.000000 Penalty: 3638.313721
	Iteration 11Q: 3 clusters Score -7603639 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -7605289.500000 Penalty: 3638.313721
	Iteration 12Q: 3 clusters Score -7605290 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -7607035.000000 Penalty: 3638.313721
	Iteration 13Q: 3 clusters Score -7607035 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -7608995.500000 Penalty: 3638.313721
	Iteration 14Q: 3 clusters Score -7608996 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -7611098.000000 Penalty: 3638.313721
	Iteration 15Q: 3 clusters Score -7611098 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -7613333.000000 Penalty: 3638.313721
	Iteration 16Q: 3 clusters Score -7613333 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -7615309.500000 Penalty: 3638.313721
	Iteration 17Q: 3 clusters Score -7615310 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -7617152.500000 Penalty: 3638.313721
	Iteration 18Q: 3 clusters Score -7617152 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -7618513.500000 Penalty: 3638.313721
	Iteration 19Q: 3 clusters Score -7618514 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -7619433.500000 Penalty: 3638.313721
	Iteration 20F: 3 clusters Score -7619434 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -7620014.500000 Penalty: 3638.313721
	Iteration 21Q: 3 clusters Score -7620014 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -7620335.500000 Penalty: 3638.313721
	Iteration 22Q: 3 clusters Score -7620336 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -7620505.500000 Penalty: 3638.313721
	Iteration 23Q: 3 clusters Score -7620506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -7620637.000000 Penalty: 3638.313721
	Iteration 24Q: 3 clusters Score -7620637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -7620693.500000 Penalty: 3638.313721
	Iteration 25Q: 3 clusters Score -7620694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -7620747.500000 Penalty: 3638.313721
	Iteration 26Q: 3 clusters Score -7620748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -7620769.000000 Penalty: 3638.313721
	Iteration 27Q: 3 clusters Score -7620769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -7620795.000000 Penalty: 3638.313721
	Iteration 28Q: 3 clusters Score -7620795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -7620819.500000 Penalty: 3638.313721
	Iteration 29Q: 3 clusters Score -7620820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -7620825.500000 Penalty: 3638.313721
	Iteration 30Q: 3 clusters Score -7620826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -7620827.500000 Penalty: 3638.313721
	Iteration 31Q: 3 clusters Score -7620828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -7620836.500000 Penalty: 3638.313721
	Iteration 32Q: 3 clusters Score -7620836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -7620843.500000 Penalty: 3638.313721
	Iteration 33Q: 3 clusters Score -7620844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -7620842.500000 Penalty: 3638.313721
	Iteration 34Q: 3 clusters Score -7620842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -7620842.000000 Penalty: 3638.313721
	Iteration 35Q: 3 clusters Score -7620842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -7620845.000000 Penalty: 3638.313721
	Iteration 36Q: 3 clusters Score -7620845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -7620842.000000 Penalty: 3638.313721
	Iteration 37Q: 3 clusters Score -7620842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -7620845.000000 Penalty: 3638.313721
	Iteration 38Q: 3 clusters Score -7620845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -7620850.000000 Penalty: 3638.313721
	Iteration 39Q: 3 clusters Score -7620850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -7620847.000000 Penalty: 3638.313721
	Iteration 40F: 3 clusters Score -7620847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118349 members 
Entering Unmasked Estep 
Score: -12382656.000000 Penalty: 1898.226440
	Iteration 0F: 2 clusters Score -1.238266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -12303133.000000 Penalty: 3796.452881
	Iteration 0F: 3 clusters Score -1.230313e+07 nChanged 56720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -12336920.000000 Penalty: 3796.452881
	Iteration 1F: 3 clusters Score -1.233692e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -12338130.000000 Penalty: 3796.452881
	Iteration 2Q: 3 clusters Score -1.233813e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -12340110.000000 Penalty: 3796.452881
	Iteration 3Q: 3 clusters Score -1.234011e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -12343813.000000 Penalty: 3796.452881
	Iteration 4F: 3 clusters Score -1.234381e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -12349630.000000 Penalty: 3796.452881
	Iteration 5F: 3 clusters Score -1.234963e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -12358454.000000 Penalty: 3796.452881
	Iteration 6F: 3 clusters Score -1.235845e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -12368076.000000 Penalty: 3796.452881
	Iteration 7F: 3 clusters Score -1.236808e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -12375070.000000 Penalty: 3796.452881
	Iteration 8F: 3 clusters Score -1.237507e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114686 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -12378733.000000 Penalty: 3796.452881
	Iteration 9Q: 3 clusters Score -1.237873e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12380194.000000 Penalty: 3796.452881
	Iteration 10Q: 3 clusters Score -1.238019e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116575 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12380742.000000 Penalty: 3796.452881
	Iteration 11Q: 3 clusters Score -1.238074e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12381025.000000 Penalty: 3796.452881
	Iteration 12Q: 3 clusters Score -1.238102e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116951 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12381145.000000 Penalty: 3796.452881
	Iteration 13Q: 3 clusters Score -1.238114e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12381213.000000 Penalty: 3796.452881
	Iteration 14Q: 3 clusters Score -1.238121e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12381248.000000 Penalty: 3796.452881
	Iteration 15Q: 3 clusters Score -1.238125e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12381272.000000 Penalty: 3796.452881
	Iteration 16Q: 3 clusters Score -1.238127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12381290.000000 Penalty: 3796.452881
	Iteration 17Q: 3 clusters Score -1.238129e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12381290.000000 Penalty: 3796.452881
	Iteration 18Q: 3 clusters Score -1.238129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117237 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12381299.000000 Penalty: 3796.452881
	Iteration 19Q: 3 clusters Score -1.23813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -12381291.000000 Penalty: 3796.452881
	Iteration 20F: 3 clusters Score -1.238129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12381301.000000 Penalty: 3796.452881
	Iteration 21Q: 3 clusters Score -1.23813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117262 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12381307.000000 Penalty: 3796.452881
	Iteration 22Q: 3 clusters Score -1.238131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -12381303.000000 Penalty: 3796.452881
	Iteration 23Q: 3 clusters Score -1.23813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12381314.000000 Penalty: 3796.452881
	Iteration 24Q: 3 clusters Score -1.238131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12381314.000000 Penalty: 3796.452881
	Iteration 25Q: 3 clusters Score -1.238131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12381312.000000 Penalty: 3796.452881
	Iteration 26Q: 3 clusters Score -1.238131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12381312.000000 Penalty: 3796.452881
	Iteration 27Q: 3 clusters Score -1.238131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12381315.000000 Penalty: 3796.452881
	Iteration 28Q: 3 clusters Score -1.238132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12381313.000000 Penalty: 3796.452881
	Iteration 29Q: 3 clusters Score -1.238131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12381313.000000 Penalty: 3796.452881
	Iteration 30Q: 3 clusters Score -1.238131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117296 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12381306.000000 Penalty: 3796.452881
	Iteration 31Q: 3 clusters Score -1.238131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12381306.000000 Penalty: 3796.452881
	Iteration 32Q: 3 clusters Score -1.238131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12381321.000000 Penalty: 3796.452881
	Iteration 33Q: 3 clusters Score -1.238132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12381318.000000 Penalty: 3796.452881
	Iteration 34Q: 3 clusters Score -1.238132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117306 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -12381308.000000 Penalty: 3796.452881
	Iteration 35Q: 3 clusters Score -1.238131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12381313.000000 Penalty: 3796.452881
	Iteration 36Q: 3 clusters Score -1.238131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12381311.000000 Penalty: 3796.452881
	Iteration 37Q: 3 clusters Score -1.238131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12381315.000000 Penalty: 3796.452881
	Iteration 38Q: 3 clusters Score -1.238132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12381320.000000 Penalty: 3796.452881
	Iteration 39Q: 3 clusters Score -1.238132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12381344.000000 Penalty: 3796.452881
	Iteration 40F: 3 clusters Score -1.238134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12381346.000000 Penalty: 3796.452881
	Iteration 41Q: 3 clusters Score -1.238135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117354 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12381355.000000 Penalty: 3796.452881
	Iteration 42Q: 3 clusters Score -1.238136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12381363.000000 Penalty: 3796.452881
	Iteration 43Q: 3 clusters Score -1.238136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12381381.000000 Penalty: 3796.452881
	Iteration 44Q: 3 clusters Score -1.238138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12381381.000000 Penalty: 3796.452881
	Iteration 45Q: 3 clusters Score -1.238138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117367 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12381391.000000 Penalty: 3796.452881
	Iteration 46Q: 3 clusters Score -1.238139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117370 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12381400.000000 Penalty: 3796.452881
	Iteration 47Q: 3 clusters Score -1.23814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12381403.000000 Penalty: 3796.452881
	Iteration 48Q: 3 clusters Score -1.23814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12381406.000000 Penalty: 3796.452881
	Iteration 49Q: 3 clusters Score -1.238141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117368 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12381402.000000 Penalty: 3796.452881
	Iteration 50Q: 3 clusters Score -1.23814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117365 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12381410.000000 Penalty: 3796.452881
	Iteration 51Q: 3 clusters Score -1.238141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117361 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12381418.000000 Penalty: 3796.452881
	Iteration 52Q: 3 clusters Score -1.238142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12381426.000000 Penalty: 3796.452881
	Iteration 53Q: 3 clusters Score -1.238143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12381429.000000 Penalty: 3796.452881
	Iteration 54Q: 3 clusters Score -1.238143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12381429.000000 Penalty: 3796.452881
	Iteration 55Q: 3 clusters Score -1.238143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117365 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12381427.000000 Penalty: 3796.452881
	Iteration 56Q: 3 clusters Score -1.238143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12381437.000000 Penalty: 3796.452881
	Iteration 57Q: 3 clusters Score -1.238144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12381441.000000 Penalty: 3796.452881
	Iteration 58Q: 3 clusters Score -1.238144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12381444.000000 Penalty: 3796.452881
	Iteration 59Q: 3 clusters Score -1.238144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12381447.000000 Penalty: 3796.452881
	Iteration 60F: 3 clusters Score -1.238145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12381449.000000 Penalty: 3796.452881
	Iteration 61Q: 3 clusters Score -1.238145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12381453.000000 Penalty: 3796.452881
	Iteration 62Q: 3 clusters Score -1.238145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117344 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12381451.000000 Penalty: 3796.452881
	Iteration 63Q: 3 clusters Score -1.238145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12381451.000000 Penalty: 3796.452881
	Iteration 64Q: 3 clusters Score -1.238145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12381451.000000 Penalty: 3796.452881
	Iteration 65Q: 3 clusters Score -1.238145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12381458.000000 Penalty: 3796.452881
	Iteration 66Q: 3 clusters Score -1.238146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12381456.000000 Penalty: 3796.452881
	Iteration 67Q: 3 clusters Score -1.238146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12381456.000000 Penalty: 3796.452881
	Iteration 68F: 3 clusters Score -1.238146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -750382.687500 Penalty: 1439.692749
	Iteration 0F: 2 clusters Score -750382.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -745124.250000 Penalty: 2879.385498
	Iteration 0F: 3 clusters Score -745124.2 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -746762.000000 Penalty: 2879.385498
	Iteration 1F: 3 clusters Score -746762 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -746950.812500 Penalty: 2879.385498
	Iteration 2F: 3 clusters Score -746950.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -747104.625000 Penalty: 2879.385498
	Iteration 3Q: 3 clusters Score -747104.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -747248.437500 Penalty: 2879.385498
	Iteration 4Q: 3 clusters Score -747248.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -747408.250000 Penalty: 2879.385498
	Iteration 5Q: 3 clusters Score -747408.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -747561.187500 Penalty: 2879.385498
	Iteration 6Q: 3 clusters Score -747561.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -747711.937500 Penalty: 2879.385498
	Iteration 7Q: 3 clusters Score -747711.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -747902.375000 Penalty: 2879.385498
	Iteration 8Q: 3 clusters Score -747902.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -748123.562500 Penalty: 2879.385498
	Iteration 9Q: 3 clusters Score -748123.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -748375.062500 Penalty: 2879.385498
	Iteration 10Q: 3 clusters Score -748375.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -748595.937500 Penalty: 2879.385498
	Iteration 11Q: 3 clusters Score -748595.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -748783.500000 Penalty: 2879.385498
	Iteration 12Q: 3 clusters Score -748783.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -748930.500000 Penalty: 2879.385498
	Iteration 13Q: 3 clusters Score -748930.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -749034.437500 Penalty: 2879.385498
	Iteration 14Q: 3 clusters Score -749034.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -749118.812500 Penalty: 2879.385498
	Iteration 15Q: 3 clusters Score -749118.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -749195.687500 Penalty: 2879.385498
	Iteration 16Q: 3 clusters Score -749195.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -749258.062500 Penalty: 2879.385498
	Iteration 17Q: 3 clusters Score -749258.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -749300.562500 Penalty: 2879.385498
	Iteration 18Q: 3 clusters Score -749300.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -749342.812500 Penalty: 2879.385498
	Iteration 19Q: 3 clusters Score -749342.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -749381.062500 Penalty: 2879.385498
	Iteration 20F: 3 clusters Score -749381.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -749412.000000 Penalty: 2879.385498
	Iteration 21Q: 3 clusters Score -749412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -749444.812500 Penalty: 2879.385498
	Iteration 22Q: 3 clusters Score -749444.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -749472.125000 Penalty: 2879.385498
	Iteration 23Q: 3 clusters Score -749472.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -749517.750000 Penalty: 2879.385498
	Iteration 24Q: 3 clusters Score -749517.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -749568.187500 Penalty: 2879.385498
	Iteration 25Q: 3 clusters Score -749568.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -749614.000000 Penalty: 2879.385498
	Iteration 26Q: 3 clusters Score -749614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -749658.812500 Penalty: 2879.385498
	Iteration 27Q: 3 clusters Score -749658.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -749695.562500 Penalty: 2879.385498
	Iteration 28Q: 3 clusters Score -749695.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -749732.375000 Penalty: 2879.385498
	Iteration 29Q: 3 clusters Score -749732.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -749757.125000 Penalty: 2879.385498
	Iteration 30Q: 3 clusters Score -749757.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -749769.187500 Penalty: 2879.385498
	Iteration 31Q: 3 clusters Score -749769.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -749779.750000 Penalty: 2879.385498
	Iteration 32Q: 3 clusters Score -749779.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -749787.437500 Penalty: 2879.385498
	Iteration 33Q: 3 clusters Score -749787.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -749792.812500 Penalty: 2879.385498
	Iteration 34Q: 3 clusters Score -749792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -749797.812500 Penalty: 2879.385498
	Iteration 35Q: 3 clusters Score -749797.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -749802.312500 Penalty: 2879.385498
	Iteration 36Q: 3 clusters Score -749802.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -749804.812500 Penalty: 2879.385498
	Iteration 37Q: 3 clusters Score -749804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -749806.937500 Penalty: 2879.385498
	Iteration 38Q: 3 clusters Score -749806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -749807.687500 Penalty: 2879.385498
	Iteration 39Q: 3 clusters Score -749807.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -749808.312500 Penalty: 2879.385498
	Iteration 40F: 3 clusters Score -749808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -749809.687500 Penalty: 2879.385498
	Iteration 41Q: 3 clusters Score -749809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -749810.312500 Penalty: 2879.385498
	Iteration 42Q: 3 clusters Score -749810.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -749813.375000 Penalty: 2879.385498
	Iteration 43Q: 3 clusters Score -749813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -749813.750000 Penalty: 2879.385498
	Iteration 44Q: 3 clusters Score -749813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -749812.875000 Penalty: 2879.385498
	Iteration 45Q: 3 clusters Score -749812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -749814.812500 Penalty: 2879.385498
	Iteration 46Q: 3 clusters Score -749814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -749814.812500 Penalty: 2879.385498
	Iteration 47F: 3 clusters Score -749814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Entering Unmasked Estep 
Score: -1569243.000000 Penalty: 1566.750000
	Iteration 0F: 2 clusters Score -1569243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1558633.750000 Penalty: 3133.500000
	Iteration 0F: 3 clusters Score -1558634 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1562307.000000 Penalty: 3133.500000
	Iteration 1F: 3 clusters Score -1562307 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1562642.875000 Penalty: 3133.500000
	Iteration 2F: 3 clusters Score -1562643 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1563017.375000 Penalty: 3133.500000
	Iteration 3F: 3 clusters Score -1563017 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1563429.375000 Penalty: 3133.500000
	Iteration 4F: 3 clusters Score -1563429 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1563887.000000 Penalty: 3133.500000
	Iteration 5F: 3 clusters Score -1563887 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1564428.875000 Penalty: 3133.500000
	Iteration 6F: 3 clusters Score -1564429 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1565078.625000 Penalty: 3133.500000
	Iteration 7F: 3 clusters Score -1565079 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1565708.750000 Penalty: 3133.500000
	Iteration 8F: 3 clusters Score -1565709 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1566223.125000 Penalty: 3133.500000
	Iteration 9Q: 3 clusters Score -1566223 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1566586.000000 Penalty: 3133.500000
	Iteration 10Q: 3 clusters Score -1566586 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1566834.375000 Penalty: 3133.500000
	Iteration 11Q: 3 clusters Score -1566834 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1567020.750000 Penalty: 3133.500000
	Iteration 12Q: 3 clusters Score -1567021 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1567145.625000 Penalty: 3133.500000
	Iteration 13Q: 3 clusters Score -1567146 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1567269.375000 Penalty: 3133.500000
	Iteration 14Q: 3 clusters Score -1567269 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1567374.500000 Penalty: 3133.500000
	Iteration 15Q: 3 clusters Score -1567374 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1567448.875000 Penalty: 3133.500000
	Iteration 16Q: 3 clusters Score -1567449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1567509.500000 Penalty: 3133.500000
	Iteration 17Q: 3 clusters Score -1567510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1567554.750000 Penalty: 3133.500000
	Iteration 18Q: 3 clusters Score -1567555 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1567627.375000 Penalty: 3133.500000
	Iteration 19Q: 3 clusters Score -1567627 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1567695.500000 Penalty: 3133.500000
	Iteration 20F: 3 clusters Score -1567696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1567748.625000 Penalty: 3133.500000
	Iteration 21Q: 3 clusters Score -1567749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1567804.250000 Penalty: 3133.500000
	Iteration 22Q: 3 clusters Score -1567804 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1567854.000000 Penalty: 3133.500000
	Iteration 23Q: 3 clusters Score -1567854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1567906.250000 Penalty: 3133.500000
	Iteration 24Q: 3 clusters Score -1567906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1567942.000000 Penalty: 3133.500000
	Iteration 25Q: 3 clusters Score -1567942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1567969.750000 Penalty: 3133.500000
	Iteration 26Q: 3 clusters Score -1567970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1567994.375000 Penalty: 3133.500000
	Iteration 27Q: 3 clusters Score -1567994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1568020.625000 Penalty: 3133.500000
	Iteration 28Q: 3 clusters Score -1568021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1568044.000000 Penalty: 3133.500000
	Iteration 29Q: 3 clusters Score -1568044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1568059.750000 Penalty: 3133.500000
	Iteration 30Q: 3 clusters Score -1568060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1568063.500000 Penalty: 3133.500000
	Iteration 31Q: 3 clusters Score -1568064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1568074.000000 Penalty: 3133.500000
	Iteration 32Q: 3 clusters Score -1568074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1568087.250000 Penalty: 3133.500000
	Iteration 33Q: 3 clusters Score -1568087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1568096.375000 Penalty: 3133.500000
	Iteration 34Q: 3 clusters Score -1568096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1568105.500000 Penalty: 3133.500000
	Iteration 35Q: 3 clusters Score -1568106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1568112.125000 Penalty: 3133.500000
	Iteration 36Q: 3 clusters Score -1568112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1568113.875000 Penalty: 3133.500000
	Iteration 37Q: 3 clusters Score -1568114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1568115.875000 Penalty: 3133.500000
	Iteration 38Q: 3 clusters Score -1568116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1568119.000000 Penalty: 3133.500000
	Iteration 39Q: 3 clusters Score -1568119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1568121.250000 Penalty: 3133.500000
	Iteration 40F: 3 clusters Score -1568121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1568122.000000 Penalty: 3133.500000
	Iteration 41Q: 3 clusters Score -1568122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1568126.125000 Penalty: 3133.500000
	Iteration 42Q: 3 clusters Score -1568126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1568128.250000 Penalty: 3133.500000
	Iteration 43Q: 3 clusters Score -1568128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1568131.250000 Penalty: 3133.500000
	Iteration 44Q: 3 clusters Score -1568131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1568132.125000 Penalty: 3133.500000
	Iteration 45Q: 3 clusters Score -1568132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1568132.000000 Penalty: 3133.500000
	Iteration 46Q: 3 clusters Score -1568132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1568132.000000 Penalty: 3133.500000
	Iteration 47Q: 3 clusters Score -1568132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1568135.000000 Penalty: 3133.500000
	Iteration 48Q: 3 clusters Score -1568135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1568135.250000 Penalty: 3133.500000
	Iteration 49Q: 3 clusters Score -1568135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1568134.375000 Penalty: 3133.500000
	Iteration 50Q: 3 clusters Score -1568134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1568136.875000 Penalty: 3133.500000
	Iteration 51Q: 3 clusters Score -1568137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1568136.375000 Penalty: 3133.500000
	Iteration 52Q: 3 clusters Score -1568136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1568136.125000 Penalty: 3133.500000
	Iteration 53Q: 3 clusters Score -1568136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1568136.125000 Penalty: 3133.500000
	Iteration 54F: 3 clusters Score -1568136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -92403.273438 Penalty: 1134.564331
	Iteration 0F: 2 clusters Score -92403.27 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 507 members 
Entering Unmasked Estep 
Score: -90956.117188 Penalty: 2269.128662
	Iteration 0F: 3 clusters Score -90956.12 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91314.859375 Penalty: 2269.128662
	Iteration 1F: 3 clusters Score -91314.86 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91432.570312 Penalty: 2269.128662
	Iteration 2F: 3 clusters Score -91432.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91468.781250 Penalty: 2269.128662
	Iteration 3Q: 3 clusters Score -91468.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -91497.796875 Penalty: 2269.128662
	Iteration 4Q: 3 clusters Score -91497.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91519.875000 Penalty: 2269.128662
	Iteration 5Q: 3 clusters Score -91519.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91547.992188 Penalty: 2269.128662
	Iteration 6Q: 3 clusters Score -91547.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91559.054688 Penalty: 2269.128662
	Iteration 7Q: 3 clusters Score -91559.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91578.992188 Penalty: 2269.128662
	Iteration 8Q: 3 clusters Score -91578.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91597.578125 Penalty: 2269.128662
	Iteration 9Q: 3 clusters Score -91597.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91605.421875 Penalty: 2269.128662
	Iteration 10Q: 3 clusters Score -91605.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91613.054688 Penalty: 2269.128662
	Iteration 11Q: 3 clusters Score -91613.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91621.976562 Penalty: 2269.128662
	Iteration 12Q: 3 clusters Score -91621.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91625.796875 Penalty: 2269.128662
	Iteration 13Q: 3 clusters Score -91625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91628.812500 Penalty: 2269.128662
	Iteration 14Q: 3 clusters Score -91628.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91630.859375 Penalty: 2269.128662
	Iteration 15Q: 3 clusters Score -91630.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91632.406250 Penalty: 2269.128662
	Iteration 16Q: 3 clusters Score -91632.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91632.406250 Penalty: 2269.128662
	Iteration 17F: 3 clusters Score -91632.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -279664.218750 Penalty: 1305.100098
	Iteration 0F: 2 clusters Score -279664.2 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 1527 members 
Entering Unmasked Estep 
Score: -276914.250000 Penalty: 2610.200195
	Iteration 0F: 3 clusters Score -276914.2 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -277796.000000 Penalty: 2610.200195
	Iteration 1F: 3 clusters Score -277796 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -278083.000000 Penalty: 2610.200195
	Iteration 2F: 3 clusters Score -278083 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -278341.093750 Penalty: 2610.200195
	Iteration 3F: 3 clusters Score -278341.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -278651.187500 Penalty: 2610.200195
	Iteration 4F: 3 clusters Score -278651.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -278861.281250 Penalty: 2610.200195
	Iteration 5F: 3 clusters Score -278861.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -279001.937500 Penalty: 2610.200195
	Iteration 6F: 3 clusters Score -279001.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -279103.312500 Penalty: 2610.200195
	Iteration 7Q: 3 clusters Score -279103.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -279166.968750 Penalty: 2610.200195
	Iteration 8Q: 3 clusters Score -279167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -279230.562500 Penalty: 2610.200195
	Iteration 9Q: 3 clusters Score -279230.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -279287.156250 Penalty: 2610.200195
	Iteration 10Q: 3 clusters Score -279287.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -279325.812500 Penalty: 2610.200195
	Iteration 11Q: 3 clusters Score -279325.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -279359.375000 Penalty: 2610.200195
	Iteration 12Q: 3 clusters Score -279359.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -279386.718750 Penalty: 2610.200195
	Iteration 13Q: 3 clusters Score -279386.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -279416.468750 Penalty: 2610.200195
	Iteration 14Q: 3 clusters Score -279416.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279451.375000 Penalty: 2610.200195
	Iteration 15Q: 3 clusters Score -279451.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -279487.437500 Penalty: 2610.200195
	Iteration 16Q: 3 clusters Score -279487.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -279525.750000 Penalty: 2610.200195
	Iteration 17Q: 3 clusters Score -279525.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -279557.062500 Penalty: 2610.200195
	Iteration 18Q: 3 clusters Score -279557.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -279584.468750 Penalty: 2610.200195
	Iteration 19Q: 3 clusters Score -279584.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -279609.906250 Penalty: 2610.200195
	Iteration 20F: 3 clusters Score -279609.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -279642.125000 Penalty: 2610.200195
	Iteration 21Q: 3 clusters Score -279642.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -279676.875000 Penalty: 2610.200195
	Iteration 22Q: 3 clusters Score -279676.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -279697.531250 Penalty: 2610.200195
	Iteration 23Q: 3 clusters Score -279697.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -279712.375000 Penalty: 2610.200195
	Iteration 24Q: 3 clusters Score -279712.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -279724.750000 Penalty: 2610.200195
	Iteration 25Q: 3 clusters Score -279724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -279729.781250 Penalty: 2610.200195
	Iteration 26Q: 3 clusters Score -279729.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -279736.093750 Penalty: 2610.200195
	Iteration 27Q: 3 clusters Score -279736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -279740.968750 Penalty: 2610.200195
	Iteration 28Q: 3 clusters Score -279741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279743.906250 Penalty: 2610.200195
	Iteration 29Q: 3 clusters Score -279743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -279745.531250 Penalty: 2610.200195
	Iteration 30Q: 3 clusters Score -279745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -279747.000000 Penalty: 2610.200195
	Iteration 31Q: 3 clusters Score -279747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -279749.125000 Penalty: 2610.200195
	Iteration 32Q: 3 clusters Score -279749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -279749.968750 Penalty: 2610.200195
	Iteration 33Q: 3 clusters Score -279750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -279751.187500 Penalty: 2610.200195
	Iteration 34Q: 3 clusters Score -279751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -279752.750000 Penalty: 2610.200195
	Iteration 35Q: 3 clusters Score -279752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -279752.875000 Penalty: 2610.200195
	Iteration 36Q: 3 clusters Score -279752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -279753.781250 Penalty: 2610.200195
	Iteration 37Q: 3 clusters Score -279753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -279755.750000 Penalty: 2610.200195
	Iteration 38Q: 3 clusters Score -279755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -279756.750000 Penalty: 2610.200195
	Iteration 39Q: 3 clusters Score -279756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -279758.156250 Penalty: 2610.200195
	Iteration 40F: 3 clusters Score -279758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -279758.156250 Penalty: 2610.200195
	Iteration 41Q: 3 clusters Score -279758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -279759.000000 Penalty: 2610.200195
	Iteration 42Q: 3 clusters Score -279759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -279759.000000 Penalty: 2610.200195
	Iteration 43F: 3 clusters Score -279759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93882 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 811 members 
Entering Unmasked Estep 
Score: -154067056.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067968.000000 to -154067056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -1758560.875000 Penalty: 1584.675659
	Iteration 0F: 2 clusters Score -1758561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1746780.875000 Penalty: 3169.351318
	Iteration 0F: 3 clusters Score -1746781 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1751015.875000 Penalty: 3169.351318
	Iteration 1F: 3 clusters Score -1751016 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1751435.875000 Penalty: 3169.351318
	Iteration 2F: 3 clusters Score -1751436 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1751885.375000 Penalty: 3169.351318
	Iteration 3F: 3 clusters Score -1751885 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1752398.875000 Penalty: 3169.351318
	Iteration 4F: 3 clusters Score -1752399 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1752933.750000 Penalty: 3169.351318
	Iteration 5F: 3 clusters Score -1752934 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1753433.250000 Penalty: 3169.351318
	Iteration 6F: 3 clusters Score -1753433 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1753959.250000 Penalty: 3169.351318
	Iteration 7Q: 3 clusters Score -1753959 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1754426.500000 Penalty: 3169.351318
	Iteration 8Q: 3 clusters Score -1754426 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1754841.125000 Penalty: 3169.351318
	Iteration 9Q: 3 clusters Score -1754841 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1755149.250000 Penalty: 3169.351318
	Iteration 10Q: 3 clusters Score -1755149 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1755335.000000 Penalty: 3169.351318
	Iteration 11Q: 3 clusters Score -1755335 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1755484.625000 Penalty: 3169.351318
	Iteration 12Q: 3 clusters Score -1755485 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1755584.875000 Penalty: 3169.351318
	Iteration 13Q: 3 clusters Score -1755585 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1755655.000000 Penalty: 3169.351318
	Iteration 14Q: 3 clusters Score -1755655 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1755725.250000 Penalty: 3169.351318
	Iteration 15Q: 3 clusters Score -1755725 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1755808.375000 Penalty: 3169.351318
	Iteration 16Q: 3 clusters Score -1755808 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1755892.875000 Penalty: 3169.351318
	Iteration 17Q: 3 clusters Score -1755893 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1755987.875000 Penalty: 3169.351318
	Iteration 18Q: 3 clusters Score -1755988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1756069.250000 Penalty: 3169.351318
	Iteration 19Q: 3 clusters Score -1756069 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1756143.250000 Penalty: 3169.351318
	Iteration 20F: 3 clusters Score -1756143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1756200.250000 Penalty: 3169.351318
	Iteration 21Q: 3 clusters Score -1756200 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1756251.875000 Penalty: 3169.351318
	Iteration 22Q: 3 clusters Score -1756252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1756303.625000 Penalty: 3169.351318
	Iteration 23Q: 3 clusters Score -1756304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1756356.750000 Penalty: 3169.351318
	Iteration 24Q: 3 clusters Score -1756357 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1756422.750000 Penalty: 3169.351318
	Iteration 25Q: 3 clusters Score -1756423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1756512.125000 Penalty: 3169.351318
	Iteration 26Q: 3 clusters Score -1756512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1756583.875000 Penalty: 3169.351318
	Iteration 27Q: 3 clusters Score -1756584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1756642.375000 Penalty: 3169.351318
	Iteration 28Q: 3 clusters Score -1756642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1756680.375000 Penalty: 3169.351318
	Iteration 29Q: 3 clusters Score -1756680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1756719.125000 Penalty: 3169.351318
	Iteration 30Q: 3 clusters Score -1756719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1756759.250000 Penalty: 3169.351318
	Iteration 31Q: 3 clusters Score -1756759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1756792.375000 Penalty: 3169.351318
	Iteration 32Q: 3 clusters Score -1756792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1756817.250000 Penalty: 3169.351318
	Iteration 33Q: 3 clusters Score -1756817 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1756845.750000 Penalty: 3169.351318
	Iteration 34Q: 3 clusters Score -1756846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1756865.125000 Penalty: 3169.351318
	Iteration 35Q: 3 clusters Score -1756865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1756890.875000 Penalty: 3169.351318
	Iteration 36Q: 3 clusters Score -1756891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1756911.500000 Penalty: 3169.351318
	Iteration 37Q: 3 clusters Score -1756912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1756929.875000 Penalty: 3169.351318
	Iteration 38Q: 3 clusters Score -1756930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1756946.250000 Penalty: 3169.351318
	Iteration 39Q: 3 clusters Score -1756946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1756962.375000 Penalty: 3169.351318
	Iteration 40F: 3 clusters Score -1756962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1756972.875000 Penalty: 3169.351318
	Iteration 41Q: 3 clusters Score -1756973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1756988.000000 Penalty: 3169.351318
	Iteration 42Q: 3 clusters Score -1756988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1756994.000000 Penalty: 3169.351318
	Iteration 43Q: 3 clusters Score -1756994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1757008.375000 Penalty: 3169.351318
	Iteration 44Q: 3 clusters Score -1757008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1757013.000000 Penalty: 3169.351318
	Iteration 45Q: 3 clusters Score -1757013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1757017.750000 Penalty: 3169.351318
	Iteration 46Q: 3 clusters Score -1757018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1757022.625000 Penalty: 3169.351318
	Iteration 47Q: 3 clusters Score -1757023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1757021.250000 Penalty: 3169.351318
	Iteration 48Q: 3 clusters Score -1757021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1757024.375000 Penalty: 3169.351318
	Iteration 49Q: 3 clusters Score -1757024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1757025.500000 Penalty: 3169.351318
	Iteration 50Q: 3 clusters Score -1757026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1757038.125000 Penalty: 3169.351318
	Iteration 51Q: 3 clusters Score -1757038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1757038.625000 Penalty: 3169.351318
	Iteration 52Q: 3 clusters Score -1757039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1757042.500000 Penalty: 3169.351318
	Iteration 53Q: 3 clusters Score -1757042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1757042.625000 Penalty: 3169.351318
	Iteration 54Q: 3 clusters Score -1757043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1757041.250000 Penalty: 3169.351318
	Iteration 55Q: 3 clusters Score -1757041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1757043.250000 Penalty: 3169.351318
	Iteration 56Q: 3 clusters Score -1757043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1757049.875000 Penalty: 3169.351318
	Iteration 57Q: 3 clusters Score -1757050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1757052.375000 Penalty: 3169.351318
	Iteration 58Q: 3 clusters Score -1757052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1757055.125000 Penalty: 3169.351318
	Iteration 59Q: 3 clusters Score -1757055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1757056.750000 Penalty: 3169.351318
	Iteration 60F: 3 clusters Score -1757057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1757058.875000 Penalty: 3169.351318
	Iteration 61Q: 3 clusters Score -1757059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1757063.625000 Penalty: 3169.351318
	Iteration 62Q: 3 clusters Score -1757064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1757069.875000 Penalty: 3169.351318
	Iteration 63Q: 3 clusters Score -1757070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1757073.000000 Penalty: 3169.351318
	Iteration 64Q: 3 clusters Score -1757073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1757080.750000 Penalty: 3169.351318
	Iteration 65Q: 3 clusters Score -1757081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1757088.625000 Penalty: 3169.351318
	Iteration 66Q: 3 clusters Score -1757089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1757092.250000 Penalty: 3169.351318
	Iteration 67Q: 3 clusters Score -1757092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1757098.750000 Penalty: 3169.351318
	Iteration 68Q: 3 clusters Score -1757099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1757106.000000 Penalty: 3169.351318
	Iteration 69Q: 3 clusters Score -1757106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1757104.125000 Penalty: 3169.351318
	Iteration 70Q: 3 clusters Score -1757104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1757106.875000 Penalty: 3169.351318
	Iteration 71Q: 3 clusters Score -1757107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1757118.375000 Penalty: 3169.351318
	Iteration 72Q: 3 clusters Score -1757118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1757123.000000 Penalty: 3169.351318
	Iteration 73Q: 3 clusters Score -1757123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1757127.000000 Penalty: 3169.351318
	Iteration 74Q: 3 clusters Score -1757127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1757129.375000 Penalty: 3169.351318
	Iteration 75Q: 3 clusters Score -1757129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1757131.625000 Penalty: 3169.351318
	Iteration 76Q: 3 clusters Score -1757132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1757134.500000 Penalty: 3169.351318
	Iteration 77Q: 3 clusters Score -1757134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1757142.500000 Penalty: 3169.351318
	Iteration 78Q: 3 clusters Score -1757142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1757144.000000 Penalty: 3169.351318
	Iteration 79Q: 3 clusters Score -1757144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1757144.625000 Penalty: 3169.351318
	Iteration 80F: 3 clusters Score -1757145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1757150.125000 Penalty: 3169.351318
	Iteration 81Q: 3 clusters Score -1757150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1757153.375000 Penalty: 3169.351318
	Iteration 82Q: 3 clusters Score -1757153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1757150.000000 Penalty: 3169.351318
	Iteration 83Q: 3 clusters Score -1757150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1757149.375000 Penalty: 3169.351318
	Iteration 84Q: 3 clusters Score -1757149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1757155.250000 Penalty: 3169.351318
	Iteration 85Q: 3 clusters Score -1757155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1757157.500000 Penalty: 3169.351318
	Iteration 86Q: 3 clusters Score -1757158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1757158.750000 Penalty: 3169.351318
	Iteration 87Q: 3 clusters Score -1757159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1757163.875000 Penalty: 3169.351318
	Iteration 88Q: 3 clusters Score -1757164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1757164.375000 Penalty: 3169.351318
	Iteration 89Q: 3 clusters Score -1757164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1757165.000000 Penalty: 3169.351318
	Iteration 90Q: 3 clusters Score -1757165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1757166.625000 Penalty: 3169.351318
	Iteration 91Q: 3 clusters Score -1757167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1757166.625000 Penalty: 3169.351318
	Iteration 92F: 3 clusters Score -1757167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Entering Unmasked Estep 
Score: -1030133.562500 Penalty: 1496.696655
	Iteration 0F: 2 clusters Score -1030134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1023003.562500 Penalty: 2993.393311
	Iteration 0F: 3 clusters Score -1023004 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1025326.437500 Penalty: 2993.393311
	Iteration 1F: 3 clusters Score -1025326 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1025562.437500 Penalty: 2993.393311
	Iteration 2F: 3 clusters Score -1025562 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1025796.125000 Penalty: 2993.393311
	Iteration 3Q: 3 clusters Score -1025796 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1026013.687500 Penalty: 2993.393311
	Iteration 4Q: 3 clusters Score -1026014 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1026253.062500 Penalty: 2993.393311
	Iteration 5Q: 3 clusters Score -1026253 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1026500.375000 Penalty: 2993.393311
	Iteration 6Q: 3 clusters Score -1026500 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1026741.500000 Penalty: 2993.393311
	Iteration 7Q: 3 clusters Score -1026742 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1026981.375000 Penalty: 2993.393311
	Iteration 8Q: 3 clusters Score -1026981 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1027245.125000 Penalty: 2993.393311
	Iteration 9Q: 3 clusters Score -1027245 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1027518.875000 Penalty: 2993.393311
	Iteration 10Q: 3 clusters Score -1027519 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1027773.937500 Penalty: 2993.393311
	Iteration 11Q: 3 clusters Score -1027774 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1028014.562500 Penalty: 2993.393311
	Iteration 12Q: 3 clusters Score -1028015 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1028191.937500 Penalty: 2993.393311
	Iteration 13Q: 3 clusters Score -1028192 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1028323.375000 Penalty: 2993.393311
	Iteration 14Q: 3 clusters Score -1028323 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1028432.875000 Penalty: 2993.393311
	Iteration 15Q: 3 clusters Score -1028433 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1028525.687500 Penalty: 2993.393311
	Iteration 16Q: 3 clusters Score -1028526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1028622.000000 Penalty: 2993.393311
	Iteration 17Q: 3 clusters Score -1028622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1028713.312500 Penalty: 2993.393311
	Iteration 18Q: 3 clusters Score -1028713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1028781.562500 Penalty: 2993.393311
	Iteration 19Q: 3 clusters Score -1028782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1028835.500000 Penalty: 2993.393311
	Iteration 20F: 3 clusters Score -1028836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1028876.437500 Penalty: 2993.393311
	Iteration 21Q: 3 clusters Score -1028876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1028905.375000 Penalty: 2993.393311
	Iteration 22Q: 3 clusters Score -1028905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1028929.312500 Penalty: 2993.393311
	Iteration 23Q: 3 clusters Score -1028929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1028949.875000 Penalty: 2993.393311
	Iteration 24Q: 3 clusters Score -1028950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1028974.250000 Penalty: 2993.393311
	Iteration 25Q: 3 clusters Score -1028974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1028989.125000 Penalty: 2993.393311
	Iteration 26Q: 3 clusters Score -1028989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1028998.625000 Penalty: 2993.393311
	Iteration 27Q: 3 clusters Score -1028999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1029001.812500 Penalty: 2993.393311
	Iteration 28Q: 3 clusters Score -1029002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1029004.687500 Penalty: 2993.393311
	Iteration 29Q: 3 clusters Score -1029005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1029012.437500 Penalty: 2993.393311
	Iteration 30Q: 3 clusters Score -1029012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1029015.812500 Penalty: 2993.393311
	Iteration 31Q: 3 clusters Score -1029016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1029018.812500 Penalty: 2993.393311
	Iteration 32Q: 3 clusters Score -1029019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1029020.750000 Penalty: 2993.393311
	Iteration 33Q: 3 clusters Score -1029021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1029027.437500 Penalty: 2993.393311
	Iteration 34Q: 3 clusters Score -1029027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1029033.437500 Penalty: 2993.393311
	Iteration 35Q: 3 clusters Score -1029033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1029035.562500 Penalty: 2993.393311
	Iteration 36Q: 3 clusters Score -1029036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1029039.062500 Penalty: 2993.393311
	Iteration 37Q: 3 clusters Score -1029039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1029040.687500 Penalty: 2993.393311
	Iteration 38Q: 3 clusters Score -1029041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1029043.500000 Penalty: 2993.393311
	Iteration 39Q: 3 clusters Score -1029044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1029044.062500 Penalty: 2993.393311
	Iteration 40F: 3 clusters Score -1029044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1029045.000000 Penalty: 2993.393311
	Iteration 41Q: 3 clusters Score -1029045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1029046.250000 Penalty: 2993.393311
	Iteration 42Q: 3 clusters Score -1029046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1029047.687500 Penalty: 2993.393311
	Iteration 43Q: 3 clusters Score -1029048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1029050.000000 Penalty: 2993.393311
	Iteration 44Q: 3 clusters Score -1029050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1029051.125000 Penalty: 2993.393311
	Iteration 45Q: 3 clusters Score -1029051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1029051.062500 Penalty: 2993.393311
	Iteration 46Q: 3 clusters Score -1029051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1029051.062500 Penalty: 2993.393311
	Iteration 47F: 3 clusters Score -1029051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (191753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191753 members 
Entering Unmasked Estep 
Score: -19965024.000000 Penalty: 1976.644043
	Iteration 0F: 2 clusters Score -1.996502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -19844096.000000 Penalty: 3953.288086
	Iteration 0F: 3 clusters Score -1.98441e+07 nChanged 92700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -19899244.000000 Penalty: 3953.288086
	Iteration 1F: 3 clusters Score -1.989924e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106001 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -19900996.000000 Penalty: 3953.288086
	Iteration 2Q: 3 clusters Score -1.9901e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -19903978.000000 Penalty: 3953.288086
	Iteration 3Q: 3 clusters Score -1.990398e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -19909074.000000 Penalty: 3953.288086
	Iteration 4F: 3 clusters Score -1.990907e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135140 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -19917962.000000 Penalty: 3953.288086
	Iteration 5F: 3 clusters Score -1.991796e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -19931604.000000 Penalty: 3953.288086
	Iteration 6F: 3 clusters Score -1.99316e+07 nChanged 17180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -19945910.000000 Penalty: 3953.288086
	Iteration 7F: 3 clusters Score -1.994591e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181677 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -19956222.000000 Penalty: 3953.288086
	Iteration 8F: 3 clusters Score -1.995622e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188323 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -19961090.000000 Penalty: 3953.288086
	Iteration 9Q: 3 clusters Score -1.996109e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190638 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19962732.000000 Penalty: 3953.288086
	Iteration 10Q: 3 clusters Score -1.996273e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19963292.000000 Penalty: 3953.288086
	Iteration 11Q: 3 clusters Score -1.996329e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19963546.000000 Penalty: 3953.288086
	Iteration 12Q: 3 clusters Score -1.996355e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19963758.000000 Penalty: 3953.288086
	Iteration 13Q: 3 clusters Score -1.996376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19963958.000000 Penalty: 3953.288086
	Iteration 14Q: 3 clusters Score -1.996396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19964018.000000 Penalty: 3953.288086
	Iteration 15Q: 3 clusters Score -1.996402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191383 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19964020.000000 Penalty: 3953.288086
	Iteration 16Q: 3 clusters Score -1.996402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19964040.000000 Penalty: 3953.288086
	Iteration 17Q: 3 clusters Score -1.996404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19964058.000000 Penalty: 3953.288086
	Iteration 18Q: 3 clusters Score -1.996406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19964058.000000 Penalty: 3953.288086
	Iteration 19Q: 3 clusters Score -1.996406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19964072.000000 Penalty: 3953.288086
	Iteration 20F: 3 clusters Score -1.996407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19964078.000000 Penalty: 3953.288086
	Iteration 21Q: 3 clusters Score -1.996408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19964066.000000 Penalty: 3953.288086
	Iteration 22Q: 3 clusters Score -1.996407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19964080.000000 Penalty: 3953.288086
	Iteration 23Q: 3 clusters Score -1.996408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -19964080.000000 Penalty: 3953.288086
	Iteration 24F: 3 clusters Score -1.996408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Entering Unmasked Estep 
Score: -2886358.250000 Penalty: 1676.623169
	Iteration 0F: 2 clusters Score -2886358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2866004.500000 Penalty: 3353.246338
	Iteration 0F: 3 clusters Score -2866004 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2874098.000000 Penalty: 3353.246338
	Iteration 1F: 3 clusters Score -2874098 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2874890.750000 Penalty: 3353.246338
	Iteration 2F: 3 clusters Score -2874891 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2875834.250000 Penalty: 3353.246338
	Iteration 3F: 3 clusters Score -2875834 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2876980.500000 Penalty: 3353.246338
	Iteration 4F: 3 clusters Score -2876980 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2878286.250000 Penalty: 3353.246338
	Iteration 5F: 3 clusters Score -2878286 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2879689.750000 Penalty: 3353.246338
	Iteration 6F: 3 clusters Score -2879690 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2881099.750000 Penalty: 3353.246338
	Iteration 7F: 3 clusters Score -2881100 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2882456.500000 Penalty: 3353.246338
	Iteration 8F: 3 clusters Score -2882456 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2883502.500000 Penalty: 3353.246338
	Iteration 9Q: 3 clusters Score -2883502 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2884182.750000 Penalty: 3353.246338
	Iteration 10Q: 3 clusters Score -2884183 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2884646.500000 Penalty: 3353.246338
	Iteration 11Q: 3 clusters Score -2884646 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2884896.000000 Penalty: 3353.246338
	Iteration 12Q: 3 clusters Score -2884896 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2885100.000000 Penalty: 3353.246338
	Iteration 13Q: 3 clusters Score -2885100 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2885210.500000 Penalty: 3353.246338
	Iteration 14Q: 3 clusters Score -2885210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2885288.250000 Penalty: 3353.246338
	Iteration 15Q: 3 clusters Score -2885288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2885357.750000 Penalty: 3353.246338
	Iteration 16Q: 3 clusters Score -2885358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2885409.000000 Penalty: 3353.246338
	Iteration 17Q: 3 clusters Score -2885409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2885441.500000 Penalty: 3353.246338
	Iteration 18Q: 3 clusters Score -2885442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2885461.500000 Penalty: 3353.246338
	Iteration 19Q: 3 clusters Score -2885462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2885491.750000 Penalty: 3353.246338
	Iteration 20F: 3 clusters Score -2885492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2885512.750000 Penalty: 3353.246338
	Iteration 21Q: 3 clusters Score -2885513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2885528.000000 Penalty: 3353.246338
	Iteration 22Q: 3 clusters Score -2885528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2885538.000000 Penalty: 3353.246338
	Iteration 23Q: 3 clusters Score -2885538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2885546.250000 Penalty: 3353.246338
	Iteration 24Q: 3 clusters Score -2885546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2885558.250000 Penalty: 3353.246338
	Iteration 25Q: 3 clusters Score -2885558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2885565.500000 Penalty: 3353.246338
	Iteration 26Q: 3 clusters Score -2885566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2885571.000000 Penalty: 3353.246338
	Iteration 27Q: 3 clusters Score -2885571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2885591.250000 Penalty: 3353.246338
	Iteration 28Q: 3 clusters Score -2885591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2885605.750000 Penalty: 3353.246338
	Iteration 29Q: 3 clusters Score -2885606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2885618.000000 Penalty: 3353.246338
	Iteration 30Q: 3 clusters Score -2885618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2885625.250000 Penalty: 3353.246338
	Iteration 31Q: 3 clusters Score -2885625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2885634.750000 Penalty: 3353.246338
	Iteration 32Q: 3 clusters Score -2885635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2885645.750000 Penalty: 3353.246338
	Iteration 33Q: 3 clusters Score -2885646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2885647.750000 Penalty: 3353.246338
	Iteration 34Q: 3 clusters Score -2885648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2885650.250000 Penalty: 3353.246338
	Iteration 35Q: 3 clusters Score -2885650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2885653.250000 Penalty: 3353.246338
	Iteration 36Q: 3 clusters Score -2885653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2885658.750000 Penalty: 3353.246338
	Iteration 37Q: 3 clusters Score -2885659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2885664.250000 Penalty: 3353.246338
	Iteration 38Q: 3 clusters Score -2885664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2885668.250000 Penalty: 3353.246338
	Iteration 39Q: 3 clusters Score -2885668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2885672.750000 Penalty: 3353.246338
	Iteration 40F: 3 clusters Score -2885673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2885681.500000 Penalty: 3353.246338
	Iteration 41Q: 3 clusters Score -2885682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2885684.500000 Penalty: 3353.246338
	Iteration 42Q: 3 clusters Score -2885684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2885693.500000 Penalty: 3353.246338
	Iteration 43Q: 3 clusters Score -2885694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2885692.250000 Penalty: 3353.246338
	Iteration 44Q: 3 clusters Score -2885692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2885696.500000 Penalty: 3353.246338
	Iteration 45Q: 3 clusters Score -2885696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2885693.250000 Penalty: 3353.246338
	Iteration 46Q: 3 clusters Score -2885693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2885694.000000 Penalty: 3353.246338
	Iteration 47Q: 3 clusters Score -2885694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2885693.500000 Penalty: 3353.246338
	Iteration 48Q: 3 clusters Score -2885694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2885693.750000 Penalty: 3353.246338
	Iteration 49Q: 3 clusters Score -2885694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2885694.000000 Penalty: 3353.246338
	Iteration 50Q: 3 clusters Score -2885694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2885694.250000 Penalty: 3353.246338
	Iteration 51Q: 3 clusters Score -2885694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2885697.750000 Penalty: 3353.246338
	Iteration 52Q: 3 clusters Score -2885698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2885704.750000 Penalty: 3353.246338
	Iteration 53Q: 3 clusters Score -2885705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2885703.250000 Penalty: 3353.246338
	Iteration 54Q: 3 clusters Score -2885703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2885705.500000 Penalty: 3353.246338
	Iteration 55Q: 3 clusters Score -2885706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2885704.500000 Penalty: 3353.246338
	Iteration 56Q: 3 clusters Score -2885704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2885703.250000 Penalty: 3353.246338
	Iteration 57Q: 3 clusters Score -2885703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2885703.250000 Penalty: 3353.246338
	Iteration 58F: 3 clusters Score -2885703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -538517.250000 Penalty: 1403.673950
	Iteration 0F: 2 clusters Score -538517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -534058.687500 Penalty: 2807.347900
	Iteration 0F: 3 clusters Score -534058.7 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -535455.437500 Penalty: 2807.347900
	Iteration 1F: 3 clusters Score -535455.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -535846.500000 Penalty: 2807.347900
	Iteration 2F: 3 clusters Score -535846.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -536254.187500 Penalty: 2807.347900
	Iteration 3F: 3 clusters Score -536254.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -536607.875000 Penalty: 2807.347900
	Iteration 4F: 3 clusters Score -536607.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -536914.375000 Penalty: 2807.347900
	Iteration 5F: 3 clusters Score -536914.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -537177.562500 Penalty: 2807.347900
	Iteration 6F: 3 clusters Score -537177.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -537392.625000 Penalty: 2807.347900
	Iteration 7Q: 3 clusters Score -537392.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -537534.312500 Penalty: 2807.347900
	Iteration 8Q: 3 clusters Score -537534.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -537630.250000 Penalty: 2807.347900
	Iteration 9Q: 3 clusters Score -537630.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -537692.125000 Penalty: 2807.347900
	Iteration 10Q: 3 clusters Score -537692.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -537736.500000 Penalty: 2807.347900
	Iteration 11Q: 3 clusters Score -537736.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -537763.562500 Penalty: 2807.347900
	Iteration 12Q: 3 clusters Score -537763.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -537786.187500 Penalty: 2807.347900
	Iteration 13Q: 3 clusters Score -537786.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -537805.437500 Penalty: 2807.347900
	Iteration 14Q: 3 clusters Score -537805.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -537818.062500 Penalty: 2807.347900
	Iteration 15Q: 3 clusters Score -537818.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -537836.062500 Penalty: 2807.347900
	Iteration 16Q: 3 clusters Score -537836.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -537852.312500 Penalty: 2807.347900
	Iteration 17Q: 3 clusters Score -537852.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -537854.875000 Penalty: 2807.347900
	Iteration 18Q: 3 clusters Score -537854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -537861.125000 Penalty: 2807.347900
	Iteration 19Q: 3 clusters Score -537861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -537864.750000 Penalty: 2807.347900
	Iteration 20F: 3 clusters Score -537864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -537867.437500 Penalty: 2807.347900
	Iteration 21Q: 3 clusters Score -537867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -537868.062500 Penalty: 2807.347900
	Iteration 22Q: 3 clusters Score -537868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -537871.375000 Penalty: 2807.347900
	Iteration 23Q: 3 clusters Score -537871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -537873.500000 Penalty: 2807.347900
	Iteration 24Q: 3 clusters Score -537873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -537874.000000 Penalty: 2807.347900
	Iteration 25Q: 3 clusters Score -537874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -537874.250000 Penalty: 2807.347900
	Iteration 26Q: 3 clusters Score -537874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -537875.187500 Penalty: 2807.347900
	Iteration 27Q: 3 clusters Score -537875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -537876.250000 Penalty: 2807.347900
	Iteration 28Q: 3 clusters Score -537876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -537877.687500 Penalty: 2807.347900
	Iteration 29Q: 3 clusters Score -537877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -537880.500000 Penalty: 2807.347900
	Iteration 30Q: 3 clusters Score -537880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -537880.437500 Penalty: 2807.347900
	Iteration 31Q: 3 clusters Score -537880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -537881.875000 Penalty: 2807.347900
	Iteration 32Q: 3 clusters Score -537881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -537883.562500 Penalty: 2807.347900
	Iteration 33Q: 3 clusters Score -537883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -537884.625000 Penalty: 2807.347900
	Iteration 34Q: 3 clusters Score -537884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -537884.625000 Penalty: 2807.347900
	Iteration 35F: 3 clusters Score -537884.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Entering Unmasked Estep 
Score: -3106089.500000 Penalty: 1674.836060
	Iteration 0F: 2 clusters Score -3106090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3085901.500000 Penalty: 3349.672119
	Iteration 0F: 3 clusters Score -3085902 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3093483.250000 Penalty: 3349.672119
	Iteration 1F: 3 clusters Score -3093483 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3093939.750000 Penalty: 3349.672119
	Iteration 2Q: 3 clusters Score -3093940 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3094426.750000 Penalty: 3349.672119
	Iteration 3Q: 3 clusters Score -3094427 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3094894.250000 Penalty: 3349.672119
	Iteration 4Q: 3 clusters Score -3094894 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3095426.750000 Penalty: 3349.672119
	Iteration 5Q: 3 clusters Score -3095427 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3095973.250000 Penalty: 3349.672119
	Iteration 6Q: 3 clusters Score -3095973 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3096495.000000 Penalty: 3349.672119
	Iteration 7Q: 3 clusters Score -3096495 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3097053.000000 Penalty: 3349.672119
	Iteration 8Q: 3 clusters Score -3097053 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3097643.000000 Penalty: 3349.672119
	Iteration 9Q: 3 clusters Score -3097643 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3098286.250000 Penalty: 3349.672119
	Iteration 10Q: 3 clusters Score -3098286 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3099001.500000 Penalty: 3349.672119
	Iteration 11Q: 3 clusters Score -3099002 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3099800.750000 Penalty: 3349.672119
	Iteration 12Q: 3 clusters Score -3099801 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3100577.750000 Penalty: 3349.672119
	Iteration 13Q: 3 clusters Score -3100578 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3101243.000000 Penalty: 3349.672119
	Iteration 14Q: 3 clusters Score -3101243 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3101761.750000 Penalty: 3349.672119
	Iteration 15Q: 3 clusters Score -3101762 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3102118.000000 Penalty: 3349.672119
	Iteration 16Q: 3 clusters Score -3102118 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3102466.750000 Penalty: 3349.672119
	Iteration 17Q: 3 clusters Score -3102467 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3102773.000000 Penalty: 3349.672119
	Iteration 18Q: 3 clusters Score -3102773 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3103071.000000 Penalty: 3349.672119
	Iteration 19Q: 3 clusters Score -3103071 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3103353.500000 Penalty: 3349.672119
	Iteration 20F: 3 clusters Score -3103354 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3103570.250000 Penalty: 3349.672119
	Iteration 21Q: 3 clusters Score -3103570 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3103763.000000 Penalty: 3349.672119
	Iteration 22Q: 3 clusters Score -3103763 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3103883.000000 Penalty: 3349.672119
	Iteration 23Q: 3 clusters Score -3103883 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3104018.750000 Penalty: 3349.672119
	Iteration 24Q: 3 clusters Score -3104019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3104132.250000 Penalty: 3349.672119
	Iteration 25Q: 3 clusters Score -3104132 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3104245.750000 Penalty: 3349.672119
	Iteration 26Q: 3 clusters Score -3104246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3104312.000000 Penalty: 3349.672119
	Iteration 27Q: 3 clusters Score -3104312 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3104370.750000 Penalty: 3349.672119
	Iteration 28Q: 3 clusters Score -3104371 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3104419.750000 Penalty: 3349.672119
	Iteration 29Q: 3 clusters Score -3104420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3104483.500000 Penalty: 3349.672119
	Iteration 30Q: 3 clusters Score -3104484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3104532.000000 Penalty: 3349.672119
	Iteration 31Q: 3 clusters Score -3104532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3104569.000000 Penalty: 3349.672119
	Iteration 32Q: 3 clusters Score -3104569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3104590.500000 Penalty: 3349.672119
	Iteration 33Q: 3 clusters Score -3104590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3104594.250000 Penalty: 3349.672119
	Iteration 34Q: 3 clusters Score -3104594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3104603.750000 Penalty: 3349.672119
	Iteration 35Q: 3 clusters Score -3104604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3104609.750000 Penalty: 3349.672119
	Iteration 36Q: 3 clusters Score -3104610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3104614.500000 Penalty: 3349.672119
	Iteration 37Q: 3 clusters Score -3104614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3104621.000000 Penalty: 3349.672119
	Iteration 38Q: 3 clusters Score -3104621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3104625.000000 Penalty: 3349.672119
	Iteration 39Q: 3 clusters Score -3104625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3104634.750000 Penalty: 3349.672119
	Iteration 40F: 3 clusters Score -3104635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3104636.250000 Penalty: 3349.672119
	Iteration 41Q: 3 clusters Score -3104636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3104634.750000 Penalty: 3349.672119
	Iteration 42Q: 3 clusters Score -3104635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3104638.250000 Penalty: 3349.672119
	Iteration 43Q: 3 clusters Score -3104638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3104639.250000 Penalty: 3349.672119
	Iteration 44Q: 3 clusters Score -3104639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3104641.000000 Penalty: 3349.672119
	Iteration 45Q: 3 clusters Score -3104641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3104646.750000 Penalty: 3349.672119
	Iteration 46Q: 3 clusters Score -3104647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3104649.250000 Penalty: 3349.672119
	Iteration 47Q: 3 clusters Score -3104649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3104658.000000 Penalty: 3349.672119
	Iteration 48Q: 3 clusters Score -3104658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3104660.500000 Penalty: 3349.672119
	Iteration 49Q: 3 clusters Score -3104660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3104664.000000 Penalty: 3349.672119
	Iteration 50Q: 3 clusters Score -3104664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3104674.250000 Penalty: 3349.672119
	Iteration 51Q: 3 clusters Score -3104674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3104676.750000 Penalty: 3349.672119
	Iteration 52Q: 3 clusters Score -3104677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3104682.000000 Penalty: 3349.672119
	Iteration 53Q: 3 clusters Score -3104682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -3104683.500000 Penalty: 3349.672119
	Iteration 54Q: 3 clusters Score -3104684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3104684.500000 Penalty: 3349.672119
	Iteration 55Q: 3 clusters Score -3104684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3104688.750000 Penalty: 3349.672119
	Iteration 56Q: 3 clusters Score -3104689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3104691.250000 Penalty: 3349.672119
	Iteration 57Q: 3 clusters Score -3104691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3104691.250000 Penalty: 3349.672119
	Iteration 58F: 3 clusters Score -3104691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Entering Unmasked Estep 
Score: -3914003.500000 Penalty: 1712.174683
	Iteration 0F: 2 clusters Score -3914004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3888842.500000 Penalty: 3424.349365
	Iteration 0F: 3 clusters Score -3888842 nChanged 17410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3898362.500000 Penalty: 3424.349365
	Iteration 1F: 3 clusters Score -3898362 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3898683.250000 Penalty: 3424.349365
	Iteration 2Q: 3 clusters Score -3898683 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3899001.250000 Penalty: 3424.349365
	Iteration 3Q: 3 clusters Score -3899001 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3899270.000000 Penalty: 3424.349365
	Iteration 4Q: 3 clusters Score -3899270 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3899574.750000 Penalty: 3424.349365
	Iteration 5Q: 3 clusters Score -3899575 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3899998.250000 Penalty: 3424.349365
	Iteration 6Q: 3 clusters Score -3899998 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3900629.000000 Penalty: 3424.349365
	Iteration 7Q: 3 clusters Score -3900629 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3901569.000000 Penalty: 3424.349365
	Iteration 8Q: 3 clusters Score -3901569 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3902982.500000 Penalty: 3424.349365
	Iteration 9F: 3 clusters Score -3902982 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3904898.750000 Penalty: 3424.349365
	Iteration 10F: 3 clusters Score -3904899 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3906804.000000 Penalty: 3424.349365
	Iteration 11F: 3 clusters Score -3906804 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3908203.500000 Penalty: 3424.349365
	Iteration 12F: 3 clusters Score -3908204 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3909081.500000 Penalty: 3424.349365
	Iteration 13Q: 3 clusters Score -3909082 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3909592.250000 Penalty: 3424.349365
	Iteration 14Q: 3 clusters Score -3909592 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3909924.000000 Penalty: 3424.349365
	Iteration 15Q: 3 clusters Score -3909924 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3910131.500000 Penalty: 3424.349365
	Iteration 16Q: 3 clusters Score -3910132 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3910338.250000 Penalty: 3424.349365
	Iteration 17Q: 3 clusters Score -3910338 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3910517.000000 Penalty: 3424.349365
	Iteration 18Q: 3 clusters Score -3910517 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3910653.500000 Penalty: 3424.349365
	Iteration 19Q: 3 clusters Score -3910654 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3910769.000000 Penalty: 3424.349365
	Iteration 20F: 3 clusters Score -3910769 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3910869.250000 Penalty: 3424.349365
	Iteration 21Q: 3 clusters Score -3910869 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3910950.500000 Penalty: 3424.349365
	Iteration 22Q: 3 clusters Score -3910950 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3911055.000000 Penalty: 3424.349365
	Iteration 23Q: 3 clusters Score -3911055 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3911137.750000 Penalty: 3424.349365
	Iteration 24Q: 3 clusters Score -3911138 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3911242.250000 Penalty: 3424.349365
	Iteration 25Q: 3 clusters Score -3911242 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3911340.750000 Penalty: 3424.349365
	Iteration 26Q: 3 clusters Score -3911341 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3911438.250000 Penalty: 3424.349365
	Iteration 27Q: 3 clusters Score -3911438 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3911530.750000 Penalty: 3424.349365
	Iteration 28Q: 3 clusters Score -3911531 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3911609.500000 Penalty: 3424.349365
	Iteration 29Q: 3 clusters Score -3911610 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3911717.000000 Penalty: 3424.349365
	Iteration 30Q: 3 clusters Score -3911717 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3911806.000000 Penalty: 3424.349365
	Iteration 31Q: 3 clusters Score -3911806 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3911880.250000 Penalty: 3424.349365
	Iteration 32Q: 3 clusters Score -3911880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3911956.500000 Penalty: 3424.349365
	Iteration 33Q: 3 clusters Score -3911956 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3912040.000000 Penalty: 3424.349365
	Iteration 34Q: 3 clusters Score -3912040 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3912113.500000 Penalty: 3424.349365
	Iteration 35Q: 3 clusters Score -3912114 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3912176.750000 Penalty: 3424.349365
	Iteration 36Q: 3 clusters Score -3912177 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3912232.750000 Penalty: 3424.349365
	Iteration 37Q: 3 clusters Score -3912233 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3912273.250000 Penalty: 3424.349365
	Iteration 38Q: 3 clusters Score -3912273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3912312.250000 Penalty: 3424.349365
	Iteration 39Q: 3 clusters Score -3912312 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3912327.250000 Penalty: 3424.349365
	Iteration 40F: 3 clusters Score -3912327 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3912345.750000 Penalty: 3424.349365
	Iteration 41Q: 3 clusters Score -3912346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3912360.250000 Penalty: 3424.349365
	Iteration 42Q: 3 clusters Score -3912360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3912377.750000 Penalty: 3424.349365
	Iteration 43Q: 3 clusters Score -3912378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3912382.000000 Penalty: 3424.349365
	Iteration 44Q: 3 clusters Score -3912382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3912391.750000 Penalty: 3424.349365
	Iteration 45Q: 3 clusters Score -3912392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3912403.500000 Penalty: 3424.349365
	Iteration 46Q: 3 clusters Score -3912404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3912418.500000 Penalty: 3424.349365
	Iteration 47Q: 3 clusters Score -3912418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3912424.500000 Penalty: 3424.349365
	Iteration 48Q: 3 clusters Score -3912424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3912427.000000 Penalty: 3424.349365
	Iteration 49Q: 3 clusters Score -3912427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3912422.250000 Penalty: 3424.349365
	Iteration 50Q: 3 clusters Score -3912422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3912424.000000 Penalty: 3424.349365
	Iteration 51Q: 3 clusters Score -3912424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3912434.000000 Penalty: 3424.349365
	Iteration 52Q: 3 clusters Score -3912434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3912433.750000 Penalty: 3424.349365
	Iteration 53Q: 3 clusters Score -3912434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3912434.500000 Penalty: 3424.349365
	Iteration 54Q: 3 clusters Score -3912434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3912438.000000 Penalty: 3424.349365
	Iteration 55Q: 3 clusters Score -3912438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3912436.250000 Penalty: 3424.349365
	Iteration 56Q: 3 clusters Score -3912436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3912437.250000 Penalty: 3424.349365
	Iteration 57Q: 3 clusters Score -3912437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3912440.500000 Penalty: 3424.349365
	Iteration 58Q: 3 clusters Score -3912440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3912440.250000 Penalty: 3424.349365
	Iteration 59Q: 3 clusters Score -3912440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3912442.750000 Penalty: 3424.349365
	Iteration 60F: 3 clusters Score -3912443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3912442.250000 Penalty: 3424.349365
	Iteration 61Q: 3 clusters Score -3912442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3912442.750000 Penalty: 3424.349365
	Iteration 62Q: 3 clusters Score -3912443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3912441.750000 Penalty: 3424.349365
	Iteration 63Q: 3 clusters Score -3912442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3912441.500000 Penalty: 3424.349365
	Iteration 64Q: 3 clusters Score -3912442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3912440.750000 Penalty: 3424.349365
	Iteration 65Q: 3 clusters Score -3912441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3912442.250000 Penalty: 3424.349365
	Iteration 66Q: 3 clusters Score -3912442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3912444.250000 Penalty: 3424.349365
	Iteration 67Q: 3 clusters Score -3912444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3912445.000000 Penalty: 3424.349365
	Iteration 68Q: 3 clusters Score -3912445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3912444.750000 Penalty: 3424.349365
	Iteration 69Q: 3 clusters Score -3912445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3912441.250000 Penalty: 3424.349365
	Iteration 70Q: 3 clusters Score -3912441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3912443.500000 Penalty: 3424.349365
	Iteration 71Q: 3 clusters Score -3912444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3912444.250000 Penalty: 3424.349365
	Iteration 72Q: 3 clusters Score -3912444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3912444.250000 Penalty: 3424.349365
	Iteration 73Q: 3 clusters Score -3912444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3912451.250000 Penalty: 3424.349365
	Iteration 74Q: 3 clusters Score -3912451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3912450.250000 Penalty: 3424.349365
	Iteration 75Q: 3 clusters Score -3912450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3912450.250000 Penalty: 3424.349365
	Iteration 76F: 3 clusters Score -3912450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Entering Unmasked Estep 
Score: -16152802.000000 Penalty: 1942.267944
	Iteration 0F: 2 clusters Score -1.61528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -16052278.000000 Penalty: 3884.535889
	Iteration 0F: 3 clusters Score -1.605228e+07 nChanged 74724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -16096039.000000 Penalty: 3884.535889
	Iteration 1F: 3 clusters Score -1.609604e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -16097347.000000 Penalty: 3884.535889
	Iteration 2Q: 3 clusters Score -1.609735e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -16099032.000000 Penalty: 3884.535889
	Iteration 3Q: 3 clusters Score -1.609903e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -16101970.000000 Penalty: 3884.535889
	Iteration 4Q: 3 clusters Score -1.610197e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -16106711.000000 Penalty: 3884.535889
	Iteration 5F: 3 clusters Score -1.610671e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -16113443.000000 Penalty: 3884.535889
	Iteration 6F: 3 clusters Score -1.611344e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -16122036.000000 Penalty: 3884.535889
	Iteration 7F: 3 clusters Score -1.612204e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -16130637.000000 Penalty: 3884.535889
	Iteration 8F: 3 clusters Score -1.613064e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -16137214.000000 Penalty: 3884.535889
	Iteration 9F: 3 clusters Score -1.613721e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139988 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -16141790.000000 Penalty: 3884.535889
	Iteration 10Q: 3 clusters Score -1.614179e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -16144873.000000 Penalty: 3884.535889
	Iteration 11Q: 3 clusters Score -1.614487e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -16147075.000000 Penalty: 3884.535889
	Iteration 12Q: 3 clusters Score -1.614708e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -16148398.000000 Penalty: 3884.535889
	Iteration 13Q: 3 clusters Score -1.61484e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -16149315.000000 Penalty: 3884.535889
	Iteration 14Q: 3 clusters Score -1.614932e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152433 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -16149984.000000 Penalty: 3884.535889
	Iteration 15Q: 3 clusters Score -1.614998e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -16150454.000000 Penalty: 3884.535889
	Iteration 16Q: 3 clusters Score -1.615045e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -16150745.000000 Penalty: 3884.535889
	Iteration 17Q: 3 clusters Score -1.615074e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154319 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16150907.000000 Penalty: 3884.535889
	Iteration 18Q: 3 clusters Score -1.615091e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16150971.000000 Penalty: 3884.535889
	Iteration 19Q: 3 clusters Score -1.615097e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16151040.000000 Penalty: 3884.535889
	Iteration 20F: 3 clusters Score -1.615104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16151068.000000 Penalty: 3884.535889
	Iteration 21Q: 3 clusters Score -1.615107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154732 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16151099.000000 Penalty: 3884.535889
	Iteration 22Q: 3 clusters Score -1.61511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16151108.000000 Penalty: 3884.535889
	Iteration 23Q: 3 clusters Score -1.615111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16151115.000000 Penalty: 3884.535889
	Iteration 24Q: 3 clusters Score -1.615112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16151120.000000 Penalty: 3884.535889
	Iteration 25Q: 3 clusters Score -1.615112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16151120.000000 Penalty: 3884.535889
	Iteration 26Q: 3 clusters Score -1.615112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16151109.000000 Penalty: 3884.535889
	Iteration 27Q: 3 clusters Score -1.615111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16151120.000000 Penalty: 3884.535889
	Iteration 28Q: 3 clusters Score -1.615112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16151122.000000 Penalty: 3884.535889
	Iteration 29Q: 3 clusters Score -1.615112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16151131.000000 Penalty: 3884.535889
	Iteration 30Q: 3 clusters Score -1.615113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16151124.000000 Penalty: 3884.535889
	Iteration 31Q: 3 clusters Score -1.615112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16151120.000000 Penalty: 3884.535889
	Iteration 32Q: 3 clusters Score -1.615112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16151124.000000 Penalty: 3884.535889
	Iteration 33Q: 3 clusters Score -1.615112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16151124.000000 Penalty: 3884.535889
	Iteration 34F: 3 clusters Score -1.615112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -845876.687500 Penalty: 1464.946411
	Iteration 0F: 2 clusters Score -845876.7 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 4083 members 
Entering Unmasked Estep 
Score: -839839.750000 Penalty: 2929.892822
	Iteration 0F: 3 clusters Score -839839.8 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -841632.625000 Penalty: 2929.892822
	Iteration 1F: 3 clusters Score -841632.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -841876.625000 Penalty: 2929.892822
	Iteration 2F: 3 clusters Score -841876.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -842104.062500 Penalty: 2929.892822
	Iteration 3F: 3 clusters Score -842104.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -842314.437500 Penalty: 2929.892822
	Iteration 4F: 3 clusters Score -842314.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -842535.062500 Penalty: 2929.892822
	Iteration 5Q: 3 clusters Score -842535.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -842741.562500 Penalty: 2929.892822
	Iteration 6Q: 3 clusters Score -842741.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -842965.625000 Penalty: 2929.892822
	Iteration 7Q: 3 clusters Score -842965.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -843170.000000 Penalty: 2929.892822
	Iteration 8Q: 3 clusters Score -843170 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -843369.812500 Penalty: 2929.892822
	Iteration 9Q: 3 clusters Score -843369.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -843545.750000 Penalty: 2929.892822
	Iteration 10Q: 3 clusters Score -843545.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -843708.437500 Penalty: 2929.892822
	Iteration 11Q: 3 clusters Score -843708.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -843857.187500 Penalty: 2929.892822
	Iteration 12Q: 3 clusters Score -843857.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -843984.250000 Penalty: 2929.892822
	Iteration 13Q: 3 clusters Score -843984.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -844105.500000 Penalty: 2929.892822
	Iteration 14Q: 3 clusters Score -844105.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -844221.687500 Penalty: 2929.892822
	Iteration 15Q: 3 clusters Score -844221.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -844299.312500 Penalty: 2929.892822
	Iteration 16Q: 3 clusters Score -844299.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -844359.625000 Penalty: 2929.892822
	Iteration 17Q: 3 clusters Score -844359.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -844406.875000 Penalty: 2929.892822
	Iteration 18Q: 3 clusters Score -844406.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -844455.062500 Penalty: 2929.892822
	Iteration 19Q: 3 clusters Score -844455.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -844493.812500 Penalty: 2929.892822
	Iteration 20F: 3 clusters Score -844493.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -844520.375000 Penalty: 2929.892822
	Iteration 21Q: 3 clusters Score -844520.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -844539.875000 Penalty: 2929.892822
	Iteration 22Q: 3 clusters Score -844539.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -844558.500000 Penalty: 2929.892822
	Iteration 23Q: 3 clusters Score -844558.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -844575.625000 Penalty: 2929.892822
	Iteration 24Q: 3 clusters Score -844575.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -844587.312500 Penalty: 2929.892822
	Iteration 25Q: 3 clusters Score -844587.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -844600.812500 Penalty: 2929.892822
	Iteration 26Q: 3 clusters Score -844600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -844609.000000 Penalty: 2929.892822
	Iteration 27Q: 3 clusters Score -844609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -844616.500000 Penalty: 2929.892822
	Iteration 28Q: 3 clusters Score -844616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -844623.125000 Penalty: 2929.892822
	Iteration 29Q: 3 clusters Score -844623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -844628.750000 Penalty: 2929.892822
	Iteration 30Q: 3 clusters Score -844628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -844634.312500 Penalty: 2929.892822
	Iteration 31Q: 3 clusters Score -844634.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -844640.250000 Penalty: 2929.892822
	Iteration 32Q: 3 clusters Score -844640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -844644.375000 Penalty: 2929.892822
	Iteration 33Q: 3 clusters Score -844644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -844647.687500 Penalty: 2929.892822
	Iteration 34Q: 3 clusters Score -844647.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -844651.375000 Penalty: 2929.892822
	Iteration 35Q: 3 clusters Score -844651.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -844656.000000 Penalty: 2929.892822
	Iteration 36Q: 3 clusters Score -844656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -844661.312500 Penalty: 2929.892822
	Iteration 37Q: 3 clusters Score -844661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -844663.375000 Penalty: 2929.892822
	Iteration 38Q: 3 clusters Score -844663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -844665.437500 Penalty: 2929.892822
	Iteration 39Q: 3 clusters Score -844665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -844667.500000 Penalty: 2929.892822
	Iteration 40F: 3 clusters Score -844667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -844668.375000 Penalty: 2929.892822
	Iteration 41Q: 3 clusters Score -844668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -844672.187500 Penalty: 2929.892822
	Iteration 42Q: 3 clusters Score -844672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -844675.562500 Penalty: 2929.892822
	Iteration 43Q: 3 clusters Score -844675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -844682.687500 Penalty: 2929.892822
	Iteration 44Q: 3 clusters Score -844682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -844683.500000 Penalty: 2929.892822
	Iteration 45Q: 3 clusters Score -844683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -844685.750000 Penalty: 2929.892822
	Iteration 46Q: 3 clusters Score -844685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -844686.125000 Penalty: 2929.892822
	Iteration 47Q: 3 clusters Score -844686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -844685.750000 Penalty: 2929.892822
	Iteration 48Q: 3 clusters Score -844685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -844685.750000 Penalty: 2929.892822
	Iteration 49F: 3 clusters Score -844685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -290361.593750 Penalty: 1304.252563
	Iteration 0F: 2 clusters Score -290361.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -287658.875000 Penalty: 2608.505127
	Iteration 0F: 3 clusters Score -287658.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288505.312500 Penalty: 2608.505127
	Iteration 1F: 3 clusters Score -288505.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -288797.375000 Penalty: 2608.505127
	Iteration 2F: 3 clusters Score -288797.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -289083.937500 Penalty: 2608.505127
	Iteration 3F: 3 clusters Score -289083.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -289293.687500 Penalty: 2608.505127
	Iteration 4F: 3 clusters Score -289293.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289474.718750 Penalty: 2608.505127
	Iteration 5F: 3 clusters Score -289474.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -289596.312500 Penalty: 2608.505127
	Iteration 6Q: 3 clusters Score -289596.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -289665.500000 Penalty: 2608.505127
	Iteration 7Q: 3 clusters Score -289665.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -289719.468750 Penalty: 2608.505127
	Iteration 8Q: 3 clusters Score -289719.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -289748.281250 Penalty: 2608.505127
	Iteration 9Q: 3 clusters Score -289748.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -289758.750000 Penalty: 2608.505127
	Iteration 10Q: 3 clusters Score -289758.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -289767.843750 Penalty: 2608.505127
	Iteration 11Q: 3 clusters Score -289767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -289771.937500 Penalty: 2608.505127
	Iteration 12Q: 3 clusters Score -289771.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -289775.437500 Penalty: 2608.505127
	Iteration 13Q: 3 clusters Score -289775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -289777.562500 Penalty: 2608.505127
	Iteration 14Q: 3 clusters Score -289777.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289779.593750 Penalty: 2608.505127
	Iteration 15Q: 3 clusters Score -289779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -289780.031250 Penalty: 2608.505127
	Iteration 16Q: 3 clusters Score -289780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289780.343750 Penalty: 2608.505127
	Iteration 17Q: 3 clusters Score -289780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289780.531250 Penalty: 2608.505127
	Iteration 18Q: 3 clusters Score -289780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -289781.250000 Penalty: 2608.505127
	Iteration 19Q: 3 clusters Score -289781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -289781.250000 Penalty: 2608.505127
	Iteration 20F: 3 clusters Score -289781.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -143817.687500 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -143817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -141953.421875 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -141953.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -142484.109375 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -142484.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -142705.375000 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -142705.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142874.765625 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -142874.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -143015.531250 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -143015.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -143098.984375 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -143099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -143135.546875 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -143135.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -143158.500000 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -143158.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -143168.406250 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -143168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -143178.250000 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -143178.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -143183.140625 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -143183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143187.296875 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -143187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -143189.703125 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -143189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -143190.250000 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -143190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143190.125000 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -143190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143190.125000 Penalty: 2408.166016
	Iteration 15F: 3 clusters Score -143190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1133183.250000 Penalty: 1509.757202
	Iteration 0F: 2 clusters Score -1133183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1125376.500000 Penalty: 3019.514404
	Iteration 0F: 3 clusters Score -1125376 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1128048.250000 Penalty: 3019.514404
	Iteration 1F: 3 clusters Score -1128048 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1128396.250000 Penalty: 3019.514404
	Iteration 2F: 3 clusters Score -1128396 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1128762.875000 Penalty: 3019.514404
	Iteration 3F: 3 clusters Score -1128763 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1129204.375000 Penalty: 3019.514404
	Iteration 4F: 3 clusters Score -1129204 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1129697.750000 Penalty: 3019.514404
	Iteration 5F: 3 clusters Score -1129698 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1130197.125000 Penalty: 3019.514404
	Iteration 6F: 3 clusters Score -1130197 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1130668.375000 Penalty: 3019.514404
	Iteration 7F: 3 clusters Score -1130668 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1131044.000000 Penalty: 3019.514404
	Iteration 8F: 3 clusters Score -1131044 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1131302.625000 Penalty: 3019.514404
	Iteration 9Q: 3 clusters Score -1131303 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1131535.000000 Penalty: 3019.514404
	Iteration 10Q: 3 clusters Score -1131535 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1131773.625000 Penalty: 3019.514404
	Iteration 11Q: 3 clusters Score -1131774 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1132027.250000 Penalty: 3019.514404
	Iteration 12Q: 3 clusters Score -1132027 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1132273.000000 Penalty: 3019.514404
	Iteration 13Q: 3 clusters Score -1132273 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1132473.500000 Penalty: 3019.514404
	Iteration 14Q: 3 clusters Score -1132474 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1132650.125000 Penalty: 3019.514404
	Iteration 15Q: 3 clusters Score -1132650 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1132784.000000 Penalty: 3019.514404
	Iteration 16Q: 3 clusters Score -1132784 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1132913.250000 Penalty: 3019.514404
	Iteration 17Q: 3 clusters Score -1132913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1132983.500000 Penalty: 3019.514404
	Iteration 18Q: 3 clusters Score -1132984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1133025.750000 Penalty: 3019.514404
	Iteration 19Q: 3 clusters Score -1133026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1133062.000000 Penalty: 3019.514404
	Iteration 20F: 3 clusters Score -1133062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1133085.750000 Penalty: 3019.514404
	Iteration 21Q: 3 clusters Score -1133086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1133102.125000 Penalty: 3019.514404
	Iteration 22Q: 3 clusters Score -1133102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1133115.125000 Penalty: 3019.514404
	Iteration 23Q: 3 clusters Score -1133115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1133126.875000 Penalty: 3019.514404
	Iteration 24Q: 3 clusters Score -1133127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1133140.750000 Penalty: 3019.514404
	Iteration 25Q: 3 clusters Score -1133141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1133151.375000 Penalty: 3019.514404
	Iteration 26Q: 3 clusters Score -1133151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1133159.750000 Penalty: 3019.514404
	Iteration 27Q: 3 clusters Score -1133160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1133169.375000 Penalty: 3019.514404
	Iteration 28Q: 3 clusters Score -1133169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1133173.875000 Penalty: 3019.514404
	Iteration 29Q: 3 clusters Score -1133174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1133180.000000 Penalty: 3019.514404
	Iteration 30Q: 3 clusters Score -1133180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1133180.625000 Penalty: 3019.514404
	Iteration 31Q: 3 clusters Score -1133181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1133180.500000 Penalty: 3019.514404
	Iteration 32Q: 3 clusters Score -1133180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1133186.000000 Penalty: 3019.514404
	Iteration 33Q: 3 clusters Score -1133186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1133190.125000 Penalty: 3019.514404
	Iteration 34Q: 3 clusters Score -1133190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1133191.750000 Penalty: 3019.514404
	Iteration 35Q: 3 clusters Score -1133192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1133194.625000 Penalty: 3019.514404
	Iteration 36Q: 3 clusters Score -1133195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1133195.125000 Penalty: 3019.514404
	Iteration 37Q: 3 clusters Score -1133195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1133197.250000 Penalty: 3019.514404
	Iteration 38Q: 3 clusters Score -1133197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1133194.875000 Penalty: 3019.514404
	Iteration 39Q: 3 clusters Score -1133195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1133197.125000 Penalty: 3019.514404
	Iteration 40F: 3 clusters Score -1133197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1133198.500000 Penalty: 3019.514404
	Iteration 41Q: 3 clusters Score -1133198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1133198.375000 Penalty: 3019.514404
	Iteration 42Q: 3 clusters Score -1133198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1133199.125000 Penalty: 3019.514404
	Iteration 43Q: 3 clusters Score -1133199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1133200.500000 Penalty: 3019.514404
	Iteration 44Q: 3 clusters Score -1133200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1133200.125000 Penalty: 3019.514404
	Iteration 45Q: 3 clusters Score -1133200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1133200.125000 Penalty: 3019.514404
	Iteration 46F: 3 clusters Score -1133200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93882 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 6098 members 
Entering Unmasked Estep 
Score: -154067248.000000 Penalty: 113419.390625
Splitting cluster 24 changes total score from -154067968.000000 to -154067248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Entering Unmasked Estep 
Score: -537212.500000 Penalty: 1398.077637
	Iteration 0F: 2 clusters Score -537212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -532962.062500 Penalty: 2796.155273
	Iteration 0F: 3 clusters Score -532962.1 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -534329.937500 Penalty: 2796.155273
	Iteration 1F: 3 clusters Score -534329.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -534739.750000 Penalty: 2796.155273
	Iteration 2F: 3 clusters Score -534739.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -535098.562500 Penalty: 2796.155273
	Iteration 3F: 3 clusters Score -535098.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -535408.125000 Penalty: 2796.155273
	Iteration 4F: 3 clusters Score -535408.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -535697.125000 Penalty: 2796.155273
	Iteration 5F: 3 clusters Score -535697.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -535948.250000 Penalty: 2796.155273
	Iteration 6F: 3 clusters Score -535948.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -536173.437500 Penalty: 2796.155273
	Iteration 7Q: 3 clusters Score -536173.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -536370.312500 Penalty: 2796.155273
	Iteration 8Q: 3 clusters Score -536370.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -536544.312500 Penalty: 2796.155273
	Iteration 9Q: 3 clusters Score -536544.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -536672.312500 Penalty: 2796.155273
	Iteration 10Q: 3 clusters Score -536672.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -536767.375000 Penalty: 2796.155273
	Iteration 11Q: 3 clusters Score -536767.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -536839.000000 Penalty: 2796.155273
	Iteration 12Q: 3 clusters Score -536839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -536890.062500 Penalty: 2796.155273
	Iteration 13Q: 3 clusters Score -536890.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -536922.750000 Penalty: 2796.155273
	Iteration 14Q: 3 clusters Score -536922.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -536944.500000 Penalty: 2796.155273
	Iteration 15Q: 3 clusters Score -536944.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -536956.500000 Penalty: 2796.155273
	Iteration 16Q: 3 clusters Score -536956.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -536967.375000 Penalty: 2796.155273
	Iteration 17Q: 3 clusters Score -536967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -536971.875000 Penalty: 2796.155273
	Iteration 18Q: 3 clusters Score -536971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -536976.312500 Penalty: 2796.155273
	Iteration 19Q: 3 clusters Score -536976.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -536981.000000 Penalty: 2796.155273
	Iteration 20F: 3 clusters Score -536981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -536983.375000 Penalty: 2796.155273
	Iteration 21Q: 3 clusters Score -536983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -536985.062500 Penalty: 2796.155273
	Iteration 22Q: 3 clusters Score -536985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -536985.937500 Penalty: 2796.155273
	Iteration 23Q: 3 clusters Score -536985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -536986.750000 Penalty: 2796.155273
	Iteration 24Q: 3 clusters Score -536986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -536988.500000 Penalty: 2796.155273
	Iteration 25Q: 3 clusters Score -536988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -536992.125000 Penalty: 2796.155273
	Iteration 26Q: 3 clusters Score -536992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -536996.687500 Penalty: 2796.155273
	Iteration 27Q: 3 clusters Score -536996.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -537000.312500 Penalty: 2796.155273
	Iteration 28Q: 3 clusters Score -537000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -537003.312500 Penalty: 2796.155273
	Iteration 29Q: 3 clusters Score -537003.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -537008.312500 Penalty: 2796.155273
	Iteration 30Q: 3 clusters Score -537008.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -537016.187500 Penalty: 2796.155273
	Iteration 31Q: 3 clusters Score -537016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -537030.187500 Penalty: 2796.155273
	Iteration 32Q: 3 clusters Score -537030.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -537042.937500 Penalty: 2796.155273
	Iteration 33Q: 3 clusters Score -537042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -537070.187500 Penalty: 2796.155273
	Iteration 34Q: 3 clusters Score -537070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -537090.875000 Penalty: 2796.155273
	Iteration 35Q: 3 clusters Score -537090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -537109.375000 Penalty: 2796.155273
	Iteration 36Q: 3 clusters Score -537109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -537123.937500 Penalty: 2796.155273
	Iteration 37Q: 3 clusters Score -537123.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -537131.687500 Penalty: 2796.155273
	Iteration 38Q: 3 clusters Score -537131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -537134.187500 Penalty: 2796.155273
	Iteration 39Q: 3 clusters Score -537134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -537134.625000 Penalty: 2796.155273
	Iteration 40F: 3 clusters Score -537134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537135.500000 Penalty: 2796.155273
	Iteration 41Q: 3 clusters Score -537135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -537135.687500 Penalty: 2796.155273
	Iteration 42Q: 3 clusters Score -537135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -537136.312500 Penalty: 2796.155273
	Iteration 43Q: 3 clusters Score -537136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537136.437500 Penalty: 2796.155273
	Iteration 44Q: 3 clusters Score -537136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -537136.437500 Penalty: 2796.155273
	Iteration 45F: 3 clusters Score -537136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -514565.937500 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514565.9 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -515793.312500 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515793.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -516065.625000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -516065.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -516314.437500 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516314.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -516558.000000 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -516558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -516771.718750 Penalty: 2782.952637
	Iteration 5F: 3 clusters Score -516771.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -516939.312500 Penalty: 2782.952637
	Iteration 6F: 3 clusters Score -516939.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -517097.000000 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -517097 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -517245.500000 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -517245.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -517359.312500 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -517359.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -517443.281250 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -517443.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -517520.562500 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517520.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -517595.218750 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517595.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -517657.375000 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517657.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -517700.093750 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -517700.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -517720.718750 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -517720.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -517729.843750 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -517729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -517740.125000 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -517740.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -517749.281250 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -517749.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -517758.843750 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -517758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -517766.437500 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -517766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -517775.031250 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -517775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -517780.906250 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -517780.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -517787.406250 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -517787.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -517791.031250 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -517791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -517796.375000 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -517796.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -517802.218750 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -517802.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -517807.218750 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -517807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -517811.500000 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -517811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -517815.875000 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -517815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -517822.125000 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -517822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -517829.250000 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -517829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -517833.593750 Penalty: 2782.952637
	Iteration 32Q: 3 clusters Score -517833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -517837.875000 Penalty: 2782.952637
	Iteration 33Q: 3 clusters Score -517837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -517843.281250 Penalty: 2782.952637
	Iteration 34Q: 3 clusters Score -517843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -517847.312500 Penalty: 2782.952637
	Iteration 35Q: 3 clusters Score -517847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -517851.218750 Penalty: 2782.952637
	Iteration 36Q: 3 clusters Score -517851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -517856.750000 Penalty: 2782.952637
	Iteration 37Q: 3 clusters Score -517856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -517858.531250 Penalty: 2782.952637
	Iteration 38Q: 3 clusters Score -517858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -517860.843750 Penalty: 2782.952637
	Iteration 39Q: 3 clusters Score -517860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -517864.250000 Penalty: 2782.952637
	Iteration 40F: 3 clusters Score -517864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -517868.781250 Penalty: 2782.952637
	Iteration 41Q: 3 clusters Score -517868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -517870.187500 Penalty: 2782.952637
	Iteration 42Q: 3 clusters Score -517870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -517872.750000 Penalty: 2782.952637
	Iteration 43Q: 3 clusters Score -517872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -517873.562500 Penalty: 2782.952637
	Iteration 44Q: 3 clusters Score -517873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -517873.562500 Penalty: 2782.952637
	Iteration 45F: 3 clusters Score -517873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -399668.906250 Penalty: 1353.373291
	Iteration 0F: 2 clusters Score -399668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -396282.281250 Penalty: 2706.746582
	Iteration 0F: 3 clusters Score -396282.3 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -397291.531250 Penalty: 2706.746582
	Iteration 1F: 3 clusters Score -397291.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -397580.750000 Penalty: 2706.746582
	Iteration 2F: 3 clusters Score -397580.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -397813.968750 Penalty: 2706.746582
	Iteration 3F: 3 clusters Score -397814 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -397999.437500 Penalty: 2706.746582
	Iteration 4F: 3 clusters Score -397999.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -398157.281250 Penalty: 2706.746582
	Iteration 5F: 3 clusters Score -398157.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -398294.281250 Penalty: 2706.746582
	Iteration 6Q: 3 clusters Score -398294.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -398422.000000 Penalty: 2706.746582
	Iteration 7Q: 3 clusters Score -398422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -398547.250000 Penalty: 2706.746582
	Iteration 8Q: 3 clusters Score -398547.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -398640.531250 Penalty: 2706.746582
	Iteration 9Q: 3 clusters Score -398640.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -398737.531250 Penalty: 2706.746582
	Iteration 10Q: 3 clusters Score -398737.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -398841.625000 Penalty: 2706.746582
	Iteration 11Q: 3 clusters Score -398841.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -398938.375000 Penalty: 2706.746582
	Iteration 12Q: 3 clusters Score -398938.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -399009.656250 Penalty: 2706.746582
	Iteration 13Q: 3 clusters Score -399009.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -399049.468750 Penalty: 2706.746582
	Iteration 14Q: 3 clusters Score -399049.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -399067.375000 Penalty: 2706.746582
	Iteration 15Q: 3 clusters Score -399067.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -399079.218750 Penalty: 2706.746582
	Iteration 16Q: 3 clusters Score -399079.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -399091.031250 Penalty: 2706.746582
	Iteration 17Q: 3 clusters Score -399091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -399098.093750 Penalty: 2706.746582
	Iteration 18Q: 3 clusters Score -399098.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -399106.593750 Penalty: 2706.746582
	Iteration 19Q: 3 clusters Score -399106.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -399114.843750 Penalty: 2706.746582
	Iteration 20F: 3 clusters Score -399114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -399120.937500 Penalty: 2706.746582
	Iteration 21Q: 3 clusters Score -399120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -399124.468750 Penalty: 2706.746582
	Iteration 22Q: 3 clusters Score -399124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -399126.593750 Penalty: 2706.746582
	Iteration 23Q: 3 clusters Score -399126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -399130.625000 Penalty: 2706.746582
	Iteration 24Q: 3 clusters Score -399130.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -399133.437500 Penalty: 2706.746582
	Iteration 25Q: 3 clusters Score -399133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -399136.625000 Penalty: 2706.746582
	Iteration 26Q: 3 clusters Score -399136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -399138.843750 Penalty: 2706.746582
	Iteration 27Q: 3 clusters Score -399138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -399141.906250 Penalty: 2706.746582
	Iteration 28Q: 3 clusters Score -399141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -399145.343750 Penalty: 2706.746582
	Iteration 29Q: 3 clusters Score -399145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -399148.968750 Penalty: 2706.746582
	Iteration 30Q: 3 clusters Score -399149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -399152.468750 Penalty: 2706.746582
	Iteration 31Q: 3 clusters Score -399152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -399156.593750 Penalty: 2706.746582
	Iteration 32Q: 3 clusters Score -399156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -399159.625000 Penalty: 2706.746582
	Iteration 33Q: 3 clusters Score -399159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -399160.718750 Penalty: 2706.746582
	Iteration 34Q: 3 clusters Score -399160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -399162.281250 Penalty: 2706.746582
	Iteration 35Q: 3 clusters Score -399162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -399162.375000 Penalty: 2706.746582
	Iteration 36Q: 3 clusters Score -399162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -399163.500000 Penalty: 2706.746582
	Iteration 37Q: 3 clusters Score -399163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -399163.406250 Penalty: 2706.746582
	Iteration 38Q: 3 clusters Score -399163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -399163.687500 Penalty: 2706.746582
	Iteration 39Q: 3 clusters Score -399163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -399163.687500 Penalty: 2706.746582
	Iteration 40F: 3 clusters Score -399163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -400626.656250 Penalty: 1350.042358
	Iteration 0F: 2 clusters Score -400626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -397277.093750 Penalty: 2700.084717
	Iteration 0F: 3 clusters Score -397277.1 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -398329.781250 Penalty: 2700.084717
	Iteration 1F: 3 clusters Score -398329.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -398646.468750 Penalty: 2700.084717
	Iteration 2F: 3 clusters Score -398646.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -398864.343750 Penalty: 2700.084717
	Iteration 3F: 3 clusters Score -398864.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -399064.468750 Penalty: 2700.084717
	Iteration 4F: 3 clusters Score -399064.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -399242.843750 Penalty: 2700.084717
	Iteration 5F: 3 clusters Score -399242.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -399373.625000 Penalty: 2700.084717
	Iteration 6Q: 3 clusters Score -399373.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -399493.218750 Penalty: 2700.084717
	Iteration 7Q: 3 clusters Score -399493.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -399552.531250 Penalty: 2700.084717
	Iteration 8Q: 3 clusters Score -399552.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -399597.593750 Penalty: 2700.084717
	Iteration 9Q: 3 clusters Score -399597.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -399627.968750 Penalty: 2700.084717
	Iteration 10Q: 3 clusters Score -399628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -399649.468750 Penalty: 2700.084717
	Iteration 11Q: 3 clusters Score -399649.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -399677.125000 Penalty: 2700.084717
	Iteration 12Q: 3 clusters Score -399677.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -399707.093750 Penalty: 2700.084717
	Iteration 13Q: 3 clusters Score -399707.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -399722.812500 Penalty: 2700.084717
	Iteration 14Q: 3 clusters Score -399722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -399735.500000 Penalty: 2700.084717
	Iteration 15Q: 3 clusters Score -399735.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -399746.750000 Penalty: 2700.084717
	Iteration 16Q: 3 clusters Score -399746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -399756.687500 Penalty: 2700.084717
	Iteration 17Q: 3 clusters Score -399756.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -399761.468750 Penalty: 2700.084717
	Iteration 18Q: 3 clusters Score -399761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -399763.531250 Penalty: 2700.084717
	Iteration 19Q: 3 clusters Score -399763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -399767.593750 Penalty: 2700.084717
	Iteration 20F: 3 clusters Score -399767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -399769.593750 Penalty: 2700.084717
	Iteration 21Q: 3 clusters Score -399769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -399770.687500 Penalty: 2700.084717
	Iteration 22Q: 3 clusters Score -399770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -399772.000000 Penalty: 2700.084717
	Iteration 23Q: 3 clusters Score -399772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -399773.906250 Penalty: 2700.084717
	Iteration 24Q: 3 clusters Score -399773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -399775.000000 Penalty: 2700.084717
	Iteration 25Q: 3 clusters Score -399775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -399775.000000 Penalty: 2700.084717
	Iteration 26F: 3 clusters Score -399775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Entering Unmasked Estep 
Score: -8423172.000000 Penalty: 1835.284912
	Iteration 0F: 2 clusters Score -8423172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -8369318.000000 Penalty: 3670.569824
	Iteration 0F: 3 clusters Score -8369318 nChanged 38207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8391774.000000 Penalty: 3670.569824
	Iteration 1F: 3 clusters Score -8391774 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -8392844.000000 Penalty: 3670.569824
	Iteration 2Q: 3 clusters Score -8392844 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8394384.000000 Penalty: 3670.569824
	Iteration 3Q: 3 clusters Score -8394384 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -8396599.000000 Penalty: 3670.569824
	Iteration 4F: 3 clusters Score -8396599 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8399111.000000 Penalty: 3670.569824
	Iteration 5F: 3 clusters Score -8399111 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -8401461.000000 Penalty: 3670.569824
	Iteration 6F: 3 clusters Score -8401461 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8403207.000000 Penalty: 3670.569824
	Iteration 7F: 3 clusters Score -8403207 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8404525.000000 Penalty: 3670.569824
	Iteration 8Q: 3 clusters Score -8404525 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8405505.000000 Penalty: 3670.569824
	Iteration 9Q: 3 clusters Score -8405505 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8406246.000000 Penalty: 3670.569824
	Iteration 10Q: 3 clusters Score -8406246 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8407048.000000 Penalty: 3670.569824
	Iteration 11Q: 3 clusters Score -8407048 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -8408000.000000 Penalty: 3670.569824
	Iteration 12Q: 3 clusters Score -8408000 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -8409041.000000 Penalty: 3670.569824
	Iteration 13Q: 3 clusters Score -8409041 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -8410112.000000 Penalty: 3670.569824
	Iteration 14Q: 3 clusters Score -8410112 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -8411022.000000 Penalty: 3670.569824
	Iteration 15Q: 3 clusters Score -8411022 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -8411800.000000 Penalty: 3670.569824
	Iteration 16Q: 3 clusters Score -8411800 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -8412510.000000 Penalty: 3670.569824
	Iteration 17Q: 3 clusters Score -8412510 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -8413090.000000 Penalty: 3670.569824
	Iteration 18Q: 3 clusters Score -8413090 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -8413669.000000 Penalty: 3670.569824
	Iteration 19Q: 3 clusters Score -8413669 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -8414243.000000 Penalty: 3670.569824
	Iteration 20F: 3 clusters Score -8414243 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -8414961.000000 Penalty: 3670.569824
	Iteration 21Q: 3 clusters Score -8414961 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -8415677.000000 Penalty: 3670.569824
	Iteration 22Q: 3 clusters Score -8415677 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -8416527.000000 Penalty: 3670.569824
	Iteration 23Q: 3 clusters Score -8416527 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -8417476.000000 Penalty: 3670.569824
	Iteration 24Q: 3 clusters Score -8417476 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -8418286.000000 Penalty: 3670.569824
	Iteration 25Q: 3 clusters Score -8418286 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -8419034.000000 Penalty: 3670.569824
	Iteration 26Q: 3 clusters Score -8419034 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -8419688.000000 Penalty: 3670.569824
	Iteration 27Q: 3 clusters Score -8419688 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -8420320.000000 Penalty: 3670.569824
	Iteration 28Q: 3 clusters Score -8420320 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -8420874.000000 Penalty: 3670.569824
	Iteration 29Q: 3 clusters Score -8420874 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -8421199.000000 Penalty: 3670.569824
	Iteration 30Q: 3 clusters Score -8421199 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -8421429.000000 Penalty: 3670.569824
	Iteration 31Q: 3 clusters Score -8421429 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -8421534.000000 Penalty: 3670.569824
	Iteration 32Q: 3 clusters Score -8421534 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -8421641.000000 Penalty: 3670.569824
	Iteration 33Q: 3 clusters Score -8421641 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -8421716.000000 Penalty: 3670.569824
	Iteration 34Q: 3 clusters Score -8421716 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -8421756.000000 Penalty: 3670.569824
	Iteration 35Q: 3 clusters Score -8421756 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -8421805.000000 Penalty: 3670.569824
	Iteration 36Q: 3 clusters Score -8421805 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -8421808.000000 Penalty: 3670.569824
	Iteration 37Q: 3 clusters Score -8421808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -8421845.000000 Penalty: 3670.569824
	Iteration 38Q: 3 clusters Score -8421845 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -8421866.000000 Penalty: 3670.569824
	Iteration 39Q: 3 clusters Score -8421866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -8421884.000000 Penalty: 3670.569824
	Iteration 40F: 3 clusters Score -8421884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -8421897.000000 Penalty: 3670.569824
	Iteration 41Q: 3 clusters Score -8421897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -8421910.000000 Penalty: 3670.569824
	Iteration 42Q: 3 clusters Score -8421910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -8421917.000000 Penalty: 3670.569824
	Iteration 43Q: 3 clusters Score -8421917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -8421922.000000 Penalty: 3670.569824
	Iteration 44Q: 3 clusters Score -8421922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -8421924.000000 Penalty: 3670.569824
	Iteration 45Q: 3 clusters Score -8421924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -8421926.000000 Penalty: 3670.569824
	Iteration 46Q: 3 clusters Score -8421926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -8421923.000000 Penalty: 3670.569824
	Iteration 47Q: 3 clusters Score -8421923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -8421919.000000 Penalty: 3670.569824
	Iteration 48Q: 3 clusters Score -8421919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -8421920.000000 Penalty: 3670.569824
	Iteration 49Q: 3 clusters Score -8421920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -8421933.000000 Penalty: 3670.569824
	Iteration 50Q: 3 clusters Score -8421933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -8421945.000000 Penalty: 3670.569824
	Iteration 51Q: 3 clusters Score -8421945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -8421936.000000 Penalty: 3670.569824
	Iteration 52Q: 3 clusters Score -8421936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -8421946.000000 Penalty: 3670.569824
	Iteration 53Q: 3 clusters Score -8421946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -8421941.000000 Penalty: 3670.569824
	Iteration 54Q: 3 clusters Score -8421941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -8421950.000000 Penalty: 3670.569824
	Iteration 55Q: 3 clusters Score -8421950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -8421955.000000 Penalty: 3670.569824
	Iteration 56Q: 3 clusters Score -8421955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -8421954.000000 Penalty: 3670.569824
	Iteration 57Q: 3 clusters Score -8421954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -8421958.000000 Penalty: 3670.569824
	Iteration 58Q: 3 clusters Score -8421958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -8421971.000000 Penalty: 3670.569824
	Iteration 59Q: 3 clusters Score -8421971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -8421979.000000 Penalty: 3670.569824
	Iteration 60F: 3 clusters Score -8421979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -8421985.000000 Penalty: 3670.569824
	Iteration 61Q: 3 clusters Score -8421985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -8421984.000000 Penalty: 3670.569824
	Iteration 62Q: 3 clusters Score -8421984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -8421997.000000 Penalty: 3670.569824
	Iteration 63Q: 3 clusters Score -8421997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -8421997.000000 Penalty: 3670.569824
	Iteration 64Q: 3 clusters Score -8421997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -8421996.000000 Penalty: 3670.569824
	Iteration 65Q: 3 clusters Score -8421996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -8421996.000000 Penalty: 3670.569824
	Iteration 66Q: 3 clusters Score -8421996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -8421996.000000 Penalty: 3670.569824
	Iteration 67Q: 3 clusters Score -8421996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -8421990.000000 Penalty: 3670.569824
	Iteration 68Q: 3 clusters Score -8421990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -8421992.000000 Penalty: 3670.569824
	Iteration 69Q: 3 clusters Score -8421992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -8421979.000000 Penalty: 3670.569824
	Iteration 70Q: 3 clusters Score -8421979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -8421975.000000 Penalty: 3670.569824
	Iteration 71Q: 3 clusters Score -8421975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -8421976.000000 Penalty: 3670.569824
	Iteration 72Q: 3 clusters Score -8421976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -8421974.000000 Penalty: 3670.569824
	Iteration 73Q: 3 clusters Score -8421974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -8421976.000000 Penalty: 3670.569824
	Iteration 74Q: 3 clusters Score -8421976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -8421972.000000 Penalty: 3670.569824
	Iteration 75Q: 3 clusters Score -8421972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -8421974.000000 Penalty: 3670.569824
	Iteration 76Q: 3 clusters Score -8421974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -8421986.000000 Penalty: 3670.569824
	Iteration 77Q: 3 clusters Score -8421986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -8421983.000000 Penalty: 3670.569824
	Iteration 78Q: 3 clusters Score -8421983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -8421983.000000 Penalty: 3670.569824
	Iteration 79Q: 3 clusters Score -8421983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -8421991.000000 Penalty: 3670.569824
	Iteration 80F: 3 clusters Score -8421991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -8421992.000000 Penalty: 3670.569824
	Iteration 81Q: 3 clusters Score -8421992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -8421989.000000 Penalty: 3670.569824
	Iteration 82Q: 3 clusters Score -8421989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -8421985.000000 Penalty: 3670.569824
	Iteration 83Q: 3 clusters Score -8421985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -8421995.000000 Penalty: 3670.569824
	Iteration 84Q: 3 clusters Score -8421995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -8421995.000000 Penalty: 3670.569824
	Iteration 85Q: 3 clusters Score -8421995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -8422000.000000 Penalty: 3670.569824
	Iteration 86Q: 3 clusters Score -8422000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -8422000.000000 Penalty: 3670.569824
	Iteration 87Q: 3 clusters Score -8422000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -8422000.000000 Penalty: 3670.569824
	Iteration 88Q: 3 clusters Score -8422000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -8421997.000000 Penalty: 3670.569824
	Iteration 89Q: 3 clusters Score -8421997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -8421998.000000 Penalty: 3670.569824
	Iteration 90Q: 3 clusters Score -8421998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -8422004.000000 Penalty: 3670.569824
	Iteration 91Q: 3 clusters Score -8422004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -8421998.000000 Penalty: 3670.569824
	Iteration 92Q: 3 clusters Score -8421998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -8422000.000000 Penalty: 3670.569824
	Iteration 93Q: 3 clusters Score -8422000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -8422004.000000 Penalty: 3670.569824
	Iteration 94Q: 3 clusters Score -8422004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -8422000.000000 Penalty: 3670.569824
	Iteration 95Q: 3 clusters Score -8422000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -8421993.000000 Penalty: 3670.569824
	Iteration 96Q: 3 clusters Score -8421993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -8421991.000000 Penalty: 3670.569824
	Iteration 97Q: 3 clusters Score -8421991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -8421991.000000 Penalty: 3670.569824
	Iteration 98Q: 3 clusters Score -8421991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -8421987.000000 Penalty: 3670.569824
	Iteration 99Q: 3 clusters Score -8421987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -8421989.000000 Penalty: 3670.569824
	Iteration 100F: 3 clusters Score -8421989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -8421986.000000 Penalty: 3670.569824
	Iteration 101Q: 3 clusters Score -8421986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -8421982.000000 Penalty: 3670.569824
	Iteration 102Q: 3 clusters Score -8421982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -8421987.000000 Penalty: 3670.569824
	Iteration 103Q: 3 clusters Score -8421987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -8421989.000000 Penalty: 3670.569824
	Iteration 104Q: 3 clusters Score -8421989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -8421998.000000 Penalty: 3670.569824
	Iteration 105Q: 3 clusters Score -8421998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -8421990.000000 Penalty: 3670.569824
	Iteration 106Q: 3 clusters Score -8421990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -8421985.000000 Penalty: 3670.569824
	Iteration 107Q: 3 clusters Score -8421985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -8421987.000000 Penalty: 3670.569824
	Iteration 108Q: 3 clusters Score -8421987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -8421994.000000 Penalty: 3670.569824
	Iteration 109Q: 3 clusters Score -8421994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -8421993.000000 Penalty: 3670.569824
	Iteration 110Q: 3 clusters Score -8421993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -8421987.000000 Penalty: 3670.569824
	Iteration 111Q: 3 clusters Score -8421987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -8421990.000000 Penalty: 3670.569824
	Iteration 112Q: 3 clusters Score -8421990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -8421994.000000 Penalty: 3670.569824
	Iteration 113Q: 3 clusters Score -8421994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -8421990.000000 Penalty: 3670.569824
	Iteration 114Q: 3 clusters Score -8421990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -8421995.000000 Penalty: 3670.569824
	Iteration 115Q: 3 clusters Score -8421995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -8422002.000000 Penalty: 3670.569824
	Iteration 116Q: 3 clusters Score -8422002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -8422002.000000 Penalty: 3670.569824
	Iteration 117Q: 3 clusters Score -8422002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -8422005.000000 Penalty: 3670.569824
	Iteration 118Q: 3 clusters Score -8422005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -8422002.000000 Penalty: 3670.569824
	Iteration 119Q: 3 clusters Score -8422002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -8422002.000000 Penalty: 3670.569824
	Iteration 120F: 3 clusters Score -8422002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -8421998.000000 Penalty: 3670.569824
	Iteration 121Q: 3 clusters Score -8421998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -8422002.000000 Penalty: 3670.569824
	Iteration 122Q: 3 clusters Score -8422002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -8422004.000000 Penalty: 3670.569824
	Iteration 123Q: 3 clusters Score -8422004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -8422000.000000 Penalty: 3670.569824
	Iteration 124Q: 3 clusters Score -8422000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -8421992.000000 Penalty: 3670.569824
	Iteration 125Q: 3 clusters Score -8421992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -8421999.000000 Penalty: 3670.569824
	Iteration 126Q: 3 clusters Score -8421999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -8422002.000000 Penalty: 3670.569824
	Iteration 127Q: 3 clusters Score -8422002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -8422010.000000 Penalty: 3670.569824
	Iteration 128Q: 3 clusters Score -8422010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -8422017.000000 Penalty: 3670.569824
	Iteration 129Q: 3 clusters Score -8422017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -8422017.000000 Penalty: 3670.569824
	Iteration 130Q: 3 clusters Score -8422017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -8422013.000000 Penalty: 3670.569824
	Iteration 131Q: 3 clusters Score -8422013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -8422013.000000 Penalty: 3670.569824
	Iteration 132F: 3 clusters Score -8422013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -551153.000000 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -551153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -546831.750000 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -546831.8 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -548367.062500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -548367.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -548930.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -549479.875000 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -549479.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -549998.500000 Penalty: 2801.301270
	Iteration 4F: 3 clusters Score -549998.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -550339.937500 Penalty: 2801.301270
	Iteration 5F: 3 clusters Score -550339.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -550618.187500 Penalty: 2801.301270
	Iteration 6F: 3 clusters Score -550618.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -550811.000000 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -550811 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -550928.437500 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -550928.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -550992.062500 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -550992.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -551025.937500 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -551025.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -551052.812500 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -551052.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -551071.812500 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -551071.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -551080.562500 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -551080.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -551088.187500 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -551088.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -551096.125000 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -551096.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -551098.687500 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -551098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -551100.625000 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -551100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -551100.687500 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -551100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -551100.625000 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -551100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -551101.687500 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -551101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -551101.750000 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -551101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -551102.500000 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -551102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -551102.125000 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -551102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -551103.250000 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -551103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -551104.500000 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -551104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -551105.812500 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -551105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -551108.375000 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -551108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -551109.312500 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -551109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -551109.937500 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -551109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -551110.687500 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -551110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -551109.937500 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -551109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -551110.125000 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -551110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -551110.125000 Penalty: 2801.301270
	Iteration 33F: 3 clusters Score -551110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (93882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Entering Unmasked Estep 
Score: -9839105.000000 Penalty: 1860.591553
	Iteration 0F: 2 clusters Score -9839105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -9776441.000000 Penalty: 3721.183105
	Iteration 0F: 3 clusters Score -9776441 nChanged 44866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -9802047.000000 Penalty: 3721.183105
	Iteration 1F: 3 clusters Score -9802047 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -9802854.000000 Penalty: 3721.183105
	Iteration 2Q: 3 clusters Score -9802854 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -9803923.000000 Penalty: 3721.183105
	Iteration 3Q: 3 clusters Score -9803923 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -9805791.000000 Penalty: 3721.183105
	Iteration 4Q: 3 clusters Score -9805791 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -9808838.000000 Penalty: 3721.183105
	Iteration 5F: 3 clusters Score -9808838 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -9813330.000000 Penalty: 3721.183105
	Iteration 6F: 3 clusters Score -9813330 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -9818890.000000 Penalty: 3721.183105
	Iteration 7F: 3 clusters Score -9818890 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -9824635.000000 Penalty: 3721.183105
	Iteration 8F: 3 clusters Score -9824635 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -9829909.000000 Penalty: 3721.183105
	Iteration 9F: 3 clusters Score -9829909 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -9833603.000000 Penalty: 3721.183105
	Iteration 10Q: 3 clusters Score -9833603 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -9835852.000000 Penalty: 3721.183105
	Iteration 11Q: 3 clusters Score -9835852 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -9836755.000000 Penalty: 3721.183105
	Iteration 12Q: 3 clusters Score -9836755 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -9837080.000000 Penalty: 3721.183105
	Iteration 13Q: 3 clusters Score -9837080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -9837241.000000 Penalty: 3721.183105
	Iteration 14Q: 3 clusters Score -9837241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -9837288.000000 Penalty: 3721.183105
	Iteration 15Q: 3 clusters Score -9837288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -9837329.000000 Penalty: 3721.183105
	Iteration 16Q: 3 clusters Score -9837329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -9837358.000000 Penalty: 3721.183105
	Iteration 17Q: 3 clusters Score -9837358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -9837363.000000 Penalty: 3721.183105
	Iteration 18Q: 3 clusters Score -9837363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -9837368.000000 Penalty: 3721.183105
	Iteration 19Q: 3 clusters Score -9837368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -9837384.000000 Penalty: 3721.183105
	Iteration 20F: 3 clusters Score -9837384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -9837398.000000 Penalty: 3721.183105
	Iteration 21Q: 3 clusters Score -9837398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -9837404.000000 Penalty: 3721.183105
	Iteration 22Q: 3 clusters Score -9837404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -9837403.000000 Penalty: 3721.183105
	Iteration 23Q: 3 clusters Score -9837403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -9837402.000000 Penalty: 3721.183105
	Iteration 24Q: 3 clusters Score -9837402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -9837402.000000 Penalty: 3721.183105
	Iteration 25F: 3 clusters Score -9837402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -302904.312500 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302904.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -303877.750000 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -303877.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -304614.375000 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -304614.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -305103.093750 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -305103.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -305390.968750 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -305391 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -305533.531250 Penalty: 2610.728027
	Iteration 5Q: 3 clusters Score -305533.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -305643.375000 Penalty: 2610.728027
	Iteration 6Q: 3 clusters Score -305643.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -305715.843750 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305715.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -305761.562500 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305761.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -305795.593750 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -305795.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -305825.531250 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -305825.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -305839.781250 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -305839.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -305853.031250 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -305853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -305869.312500 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -305869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -305888.031250 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -305888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -305899.718750 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -305899.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -305909.500000 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -305909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -305918.562500 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -305918.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -305929.093750 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -305929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -305938.562500 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -305938.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -305955.625000 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -305955.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -305989.906250 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -305989.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -306036.812500 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -306036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -306079.843750 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -306079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -306127.406250 Penalty: 2610.728027
	Iteration 24Q: 3 clusters Score -306127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -306161.562500 Penalty: 2610.728027
	Iteration 25Q: 3 clusters Score -306161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -306183.500000 Penalty: 2610.728027
	Iteration 26Q: 3 clusters Score -306183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -306195.781250 Penalty: 2610.728027
	Iteration 27Q: 3 clusters Score -306195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -306199.843750 Penalty: 2610.728027
	Iteration 28Q: 3 clusters Score -306199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -306201.375000 Penalty: 2610.728027
	Iteration 29Q: 3 clusters Score -306201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -306204.625000 Penalty: 2610.728027
	Iteration 30Q: 3 clusters Score -306204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -306208.375000 Penalty: 2610.728027
	Iteration 31Q: 3 clusters Score -306208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -306212.500000 Penalty: 2610.728027
	Iteration 32Q: 3 clusters Score -306212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -306212.500000 Penalty: 2610.728027
	Iteration 33F: 3 clusters Score -306212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93882 members 
Mstep: Class 32 contains 330 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 2751 members 
Entering Unmasked Estep 
Score: -154067232.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067968.000000 to -154067232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -258202.156250 Penalty: 1291.095093
	Iteration 0F: 2 clusters Score -258202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -255654.015625 Penalty: 2582.190186
	Iteration 0F: 3 clusters Score -255654 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -256416.640625 Penalty: 2582.190186
	Iteration 1F: 3 clusters Score -256416.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -256730.515625 Penalty: 2582.190186
	Iteration 2F: 3 clusters Score -256730.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -256997.375000 Penalty: 2582.190186
	Iteration 3F: 3 clusters Score -256997.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -257220.031250 Penalty: 2582.190186
	Iteration 4F: 3 clusters Score -257220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -257406.421875 Penalty: 2582.190186
	Iteration 5F: 3 clusters Score -257406.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -257507.109375 Penalty: 2582.190186
	Iteration 6Q: 3 clusters Score -257507.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -257567.328125 Penalty: 2582.190186
	Iteration 7Q: 3 clusters Score -257567.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -257602.171875 Penalty: 2582.190186
	Iteration 8Q: 3 clusters Score -257602.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257619.250000 Penalty: 2582.190186
	Iteration 9Q: 3 clusters Score -257619.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -257628.000000 Penalty: 2582.190186
	Iteration 10Q: 3 clusters Score -257628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -257641.500000 Penalty: 2582.190186
	Iteration 11Q: 3 clusters Score -257641.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -257652.218750 Penalty: 2582.190186
	Iteration 12Q: 3 clusters Score -257652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -257658.609375 Penalty: 2582.190186
	Iteration 13Q: 3 clusters Score -257658.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -257669.406250 Penalty: 2582.190186
	Iteration 14Q: 3 clusters Score -257669.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257684.843750 Penalty: 2582.190186
	Iteration 15Q: 3 clusters Score -257684.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -257692.718750 Penalty: 2582.190186
	Iteration 16Q: 3 clusters Score -257692.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -257700.640625 Penalty: 2582.190186
	Iteration 17Q: 3 clusters Score -257700.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -257705.312500 Penalty: 2582.190186
	Iteration 18Q: 3 clusters Score -257705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -257707.953125 Penalty: 2582.190186
	Iteration 19Q: 3 clusters Score -257708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -257712.765625 Penalty: 2582.190186
	Iteration 20F: 3 clusters Score -257712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257715.046875 Penalty: 2582.190186
	Iteration 21Q: 3 clusters Score -257715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -257723.515625 Penalty: 2582.190186
	Iteration 22Q: 3 clusters Score -257723.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257733.343750 Penalty: 2582.190186
	Iteration 23Q: 3 clusters Score -257733.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257741.343750 Penalty: 2582.190186
	Iteration 24Q: 3 clusters Score -257741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -257745.078125 Penalty: 2582.190186
	Iteration 25Q: 3 clusters Score -257745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -257748.125000 Penalty: 2582.190186
	Iteration 26Q: 3 clusters Score -257748.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257754.671875 Penalty: 2582.190186
	Iteration 27Q: 3 clusters Score -257754.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -257760.484375 Penalty: 2582.190186
	Iteration 28Q: 3 clusters Score -257760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257765.468750 Penalty: 2582.190186
	Iteration 29Q: 3 clusters Score -257765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257766.296875 Penalty: 2582.190186
	Iteration 30Q: 3 clusters Score -257766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257767.484375 Penalty: 2582.190186
	Iteration 31Q: 3 clusters Score -257767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257768.109375 Penalty: 2582.190186
	Iteration 32Q: 3 clusters Score -257768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -257769.765625 Penalty: 2582.190186
	Iteration 33Q: 3 clusters Score -257769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -257776.953125 Penalty: 2582.190186
	Iteration 34Q: 3 clusters Score -257777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -257777.921875 Penalty: 2582.190186
	Iteration 35Q: 3 clusters Score -257777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -257777.921875 Penalty: 2582.190186
	Iteration 36F: 3 clusters Score -257777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -161608.234375 Penalty: 1228.597656
	Iteration 0F: 2 clusters Score -161608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159639.828125 Penalty: 2457.195312
	Iteration 0F: 3 clusters Score -159639.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160308.921875 Penalty: 2457.195312
	Iteration 1F: 3 clusters Score -160308.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160582.734375 Penalty: 2457.195312
	Iteration 2F: 3 clusters Score -160582.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160712.468750 Penalty: 2457.195312
	Iteration 3F: 3 clusters Score -160712.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -160784.531250 Penalty: 2457.195312
	Iteration 4Q: 3 clusters Score -160784.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160833.328125 Penalty: 2457.195312
	Iteration 5Q: 3 clusters Score -160833.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -160861.812500 Penalty: 2457.195312
	Iteration 6Q: 3 clusters Score -160861.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -160886.125000 Penalty: 2457.195312
	Iteration 7Q: 3 clusters Score -160886.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -160900.859375 Penalty: 2457.195312
	Iteration 8Q: 3 clusters Score -160900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160914.250000 Penalty: 2457.195312
	Iteration 9Q: 3 clusters Score -160914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160930.125000 Penalty: 2457.195312
	Iteration 10Q: 3 clusters Score -160930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -160943.812500 Penalty: 2457.195312
	Iteration 11Q: 3 clusters Score -160943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160953.250000 Penalty: 2457.195312
	Iteration 12Q: 3 clusters Score -160953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160967.812500 Penalty: 2457.195312
	Iteration 13Q: 3 clusters Score -160967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -160982.437500 Penalty: 2457.195312
	Iteration 14Q: 3 clusters Score -160982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -160991.109375 Penalty: 2457.195312
	Iteration 15Q: 3 clusters Score -160991.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -161000.812500 Penalty: 2457.195312
	Iteration 16Q: 3 clusters Score -161000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161007.515625 Penalty: 2457.195312
	Iteration 17Q: 3 clusters Score -161007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161014.109375 Penalty: 2457.195312
	Iteration 18Q: 3 clusters Score -161014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161017.390625 Penalty: 2457.195312
	Iteration 19Q: 3 clusters Score -161017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161020.421875 Penalty: 2457.195312
	Iteration 20F: 3 clusters Score -161020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161022.265625 Penalty: 2457.195312
	Iteration 21Q: 3 clusters Score -161022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161023.546875 Penalty: 2457.195312
	Iteration 22Q: 3 clusters Score -161023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161023.671875 Penalty: 2457.195312
	Iteration 23Q: 3 clusters Score -161023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161023.671875 Penalty: 2457.195312
	Iteration 24F: 3 clusters Score -161023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Entering Unmasked Estep 
Score: -726550.000000 Penalty: 1448.583008
	Iteration 0F: 2 clusters Score -726550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -721066.250000 Penalty: 2897.166016
	Iteration 0F: 3 clusters Score -721066.2 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -722890.187500 Penalty: 2897.166016
	Iteration 1F: 3 clusters Score -722890.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -723203.562500 Penalty: 2897.166016
	Iteration 2F: 3 clusters Score -723203.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -723480.625000 Penalty: 2897.166016
	Iteration 3F: 3 clusters Score -723480.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -723774.812500 Penalty: 2897.166016
	Iteration 4F: 3 clusters Score -723774.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -724051.687500 Penalty: 2897.166016
	Iteration 5F: 3 clusters Score -724051.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -724273.750000 Penalty: 2897.166016
	Iteration 6Q: 3 clusters Score -724273.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -724488.937500 Penalty: 2897.166016
	Iteration 7Q: 3 clusters Score -724488.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -724665.562500 Penalty: 2897.166016
	Iteration 8Q: 3 clusters Score -724665.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -724796.312500 Penalty: 2897.166016
	Iteration 9Q: 3 clusters Score -724796.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -724893.562500 Penalty: 2897.166016
	Iteration 10Q: 3 clusters Score -724893.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -724964.625000 Penalty: 2897.166016
	Iteration 11Q: 3 clusters Score -724964.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -725017.375000 Penalty: 2897.166016
	Iteration 12Q: 3 clusters Score -725017.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -725064.125000 Penalty: 2897.166016
	Iteration 13Q: 3 clusters Score -725064.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -725098.625000 Penalty: 2897.166016
	Iteration 14Q: 3 clusters Score -725098.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -725137.562500 Penalty: 2897.166016
	Iteration 15Q: 3 clusters Score -725137.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -725172.062500 Penalty: 2897.166016
	Iteration 16Q: 3 clusters Score -725172.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -725192.312500 Penalty: 2897.166016
	Iteration 17Q: 3 clusters Score -725192.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -725219.062500 Penalty: 2897.166016
	Iteration 18Q: 3 clusters Score -725219.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -725247.875000 Penalty: 2897.166016
	Iteration 19Q: 3 clusters Score -725247.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -725281.625000 Penalty: 2897.166016
	Iteration 20F: 3 clusters Score -725281.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -725323.875000 Penalty: 2897.166016
	Iteration 21Q: 3 clusters Score -725323.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -725354.687500 Penalty: 2897.166016
	Iteration 22Q: 3 clusters Score -725354.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -725390.562500 Penalty: 2897.166016
	Iteration 23Q: 3 clusters Score -725390.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -725425.062500 Penalty: 2897.166016
	Iteration 24Q: 3 clusters Score -725425.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -725441.625000 Penalty: 2897.166016
	Iteration 25Q: 3 clusters Score -725441.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -725459.937500 Penalty: 2897.166016
	Iteration 26Q: 3 clusters Score -725459.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -725480.125000 Penalty: 2897.166016
	Iteration 27Q: 3 clusters Score -725480.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -725500.062500 Penalty: 2897.166016
	Iteration 28Q: 3 clusters Score -725500.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -725518.687500 Penalty: 2897.166016
	Iteration 29Q: 3 clusters Score -725518.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -725526.375000 Penalty: 2897.166016
	Iteration 30Q: 3 clusters Score -725526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -725535.937500 Penalty: 2897.166016
	Iteration 31Q: 3 clusters Score -725535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -725541.687500 Penalty: 2897.166016
	Iteration 32Q: 3 clusters Score -725541.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -725551.500000 Penalty: 2897.166016
	Iteration 33Q: 3 clusters Score -725551.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -725552.750000 Penalty: 2897.166016
	Iteration 34Q: 3 clusters Score -725552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -725555.375000 Penalty: 2897.166016
	Iteration 35Q: 3 clusters Score -725555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -725559.187500 Penalty: 2897.166016
	Iteration 36Q: 3 clusters Score -725559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -725560.187500 Penalty: 2897.166016
	Iteration 37Q: 3 clusters Score -725560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -725564.312500 Penalty: 2897.166016
	Iteration 38Q: 3 clusters Score -725564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -725566.500000 Penalty: 2897.166016
	Iteration 39Q: 3 clusters Score -725566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -725566.875000 Penalty: 2897.166016
	Iteration 40F: 3 clusters Score -725566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -725567.562500 Penalty: 2897.166016
	Iteration 41Q: 3 clusters Score -725567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -725568.625000 Penalty: 2897.166016
	Iteration 42Q: 3 clusters Score -725568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -725569.187500 Penalty: 2897.166016
	Iteration 43Q: 3 clusters Score -725569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -725570.875000 Penalty: 2897.166016
	Iteration 44Q: 3 clusters Score -725570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -725574.187500 Penalty: 2897.166016
	Iteration 45Q: 3 clusters Score -725574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -725579.625000 Penalty: 2897.166016
	Iteration 46Q: 3 clusters Score -725579.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -725585.750000 Penalty: 2897.166016
	Iteration 47Q: 3 clusters Score -725585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -725589.312500 Penalty: 2897.166016
	Iteration 48Q: 3 clusters Score -725589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -725593.187500 Penalty: 2897.166016
	Iteration 49Q: 3 clusters Score -725593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -725594.312500 Penalty: 2897.166016
	Iteration 50Q: 3 clusters Score -725594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -725596.875000 Penalty: 2897.166016
	Iteration 51Q: 3 clusters Score -725596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -725597.312500 Penalty: 2897.166016
	Iteration 52Q: 3 clusters Score -725597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -725599.875000 Penalty: 2897.166016
	Iteration 53Q: 3 clusters Score -725599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -725599.875000 Penalty: 2897.166016
	Iteration 54F: 3 clusters Score -725599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -416703.437500 Penalty: 1371.515625
	Iteration 0F: 2 clusters Score -416703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -413018.812500 Penalty: 2743.031250
	Iteration 0F: 3 clusters Score -413018.8 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -414751.343750 Penalty: 2743.031250
	Iteration 1F: 3 clusters Score -414751.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -415759.562500 Penalty: 2743.031250
	Iteration 2F: 3 clusters Score -415759.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -416385.906250 Penalty: 2743.031250
	Iteration 3F: 3 clusters Score -416385.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -416678.406250 Penalty: 2743.031250
	Iteration 4F: 3 clusters Score -416678.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -416841.843750 Penalty: 2743.031250
	Iteration 5Q: 3 clusters Score -416841.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -416915.875000 Penalty: 2743.031250
	Iteration 6Q: 3 clusters Score -416915.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -416960.093750 Penalty: 2743.031250
	Iteration 7Q: 3 clusters Score -416960.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -416991.656250 Penalty: 2743.031250
	Iteration 8Q: 3 clusters Score -416991.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -417014.906250 Penalty: 2743.031250
	Iteration 9Q: 3 clusters Score -417014.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -417037.750000 Penalty: 2743.031250
	Iteration 10Q: 3 clusters Score -417037.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -417055.000000 Penalty: 2743.031250
	Iteration 11Q: 3 clusters Score -417055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -417080.406250 Penalty: 2743.031250
	Iteration 12Q: 3 clusters Score -417080.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -417090.718750 Penalty: 2743.031250
	Iteration 13Q: 3 clusters Score -417090.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -417098.156250 Penalty: 2743.031250
	Iteration 14Q: 3 clusters Score -417098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -417104.406250 Penalty: 2743.031250
	Iteration 15Q: 3 clusters Score -417104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -417112.375000 Penalty: 2743.031250
	Iteration 16Q: 3 clusters Score -417112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -417123.750000 Penalty: 2743.031250
	Iteration 17Q: 3 clusters Score -417123.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -417128.500000 Penalty: 2743.031250
	Iteration 18Q: 3 clusters Score -417128.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -417133.250000 Penalty: 2743.031250
	Iteration 19Q: 3 clusters Score -417133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -417135.156250 Penalty: 2743.031250
	Iteration 20F: 3 clusters Score -417135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -417136.375000 Penalty: 2743.031250
	Iteration 21Q: 3 clusters Score -417136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -417136.562500 Penalty: 2743.031250
	Iteration 22Q: 3 clusters Score -417136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -417136.562500 Penalty: 2743.031250
	Iteration 23F: 3 clusters Score -417136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93882 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 2814 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 1815 members 
Entering Unmasked Estep 
Score: -154066992.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067968.000000 to -154066992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Entering Unmasked Estep 
Score: -17728336.000000 Penalty: 1955.983154
	Iteration 0F: 2 clusters Score -1.772834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -17630308.000000 Penalty: 3911.966309
	Iteration 0F: 3 clusters Score -1.763031e+07 nChanged 81588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -17679668.000000 Penalty: 3911.966309
	Iteration 1F: 3 clusters Score -1.767967e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -17682624.000000 Penalty: 3911.966309
	Iteration 2Q: 3 clusters Score -1.768262e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 110611 members 
Entering Unmasked Estep 
Score: -17688362.000000 Penalty: 3911.966309
	Iteration 3F: 3 clusters Score -1.768836e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -17697720.000000 Penalty: 3911.966309
	Iteration 4F: 3 clusters Score -1.769772e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 135755 members 
Entering Unmasked Estep 
Score: -17709690.000000 Penalty: 3911.966309
	Iteration 5F: 3 clusters Score -1.770969e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -17719126.000000 Penalty: 3911.966309
	Iteration 6F: 3 clusters Score -1.771913e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -17722822.000000 Penalty: 3911.966309
	Iteration 7Q: 3 clusters Score -1.772282e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -17724882.000000 Penalty: 3911.966309
	Iteration 8Q: 3 clusters Score -1.772488e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -17725934.000000 Penalty: 3911.966309
	Iteration 9Q: 3 clusters Score -1.772593e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -17726470.000000 Penalty: 3911.966309
	Iteration 10Q: 3 clusters Score -1.772647e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -17726790.000000 Penalty: 3911.966309
	Iteration 11Q: 3 clusters Score -1.772679e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 162206 members 
Entering Unmasked Estep 
Score: -17726986.000000 Penalty: 3911.966309
	Iteration 12Q: 3 clusters Score -1.772699e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -17727022.000000 Penalty: 3911.966309
	Iteration 13Q: 3 clusters Score -1.772702e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -17727104.000000 Penalty: 3911.966309
	Iteration 14Q: 3 clusters Score -1.77271e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -17727202.000000 Penalty: 3911.966309
	Iteration 15Q: 3 clusters Score -1.77272e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 164001 members 
Entering Unmasked Estep 
Score: -17727260.000000 Penalty: 3911.966309
	Iteration 16Q: 3 clusters Score -1.772726e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -17727302.000000 Penalty: 3911.966309
	Iteration 17Q: 3 clusters Score -1.77273e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -17727346.000000 Penalty: 3911.966309
	Iteration 18Q: 3 clusters Score -1.772735e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 164731 members 
Entering Unmasked Estep 
Score: -17727316.000000 Penalty: 3911.966309
	Iteration 19Q: 3 clusters Score -1.772732e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -17727312.000000 Penalty: 3911.966309
	Iteration 20F: 3 clusters Score -1.772731e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -17727292.000000 Penalty: 3911.966309
	Iteration 21Q: 3 clusters Score -1.772729e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -17727326.000000 Penalty: 3911.966309
	Iteration 22Q: 3 clusters Score -1.772733e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -17727338.000000 Penalty: 3911.966309
	Iteration 23Q: 3 clusters Score -1.772734e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -17727322.000000 Penalty: 3911.966309
	Iteration 24Q: 3 clusters Score -1.772732e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -17727344.000000 Penalty: 3911.966309
	Iteration 25Q: 3 clusters Score -1.772734e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -17727352.000000 Penalty: 3911.966309
	Iteration 26Q: 3 clusters Score -1.772735e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 165652 members 
Entering Unmasked Estep 
Score: -17727356.000000 Penalty: 3911.966309
	Iteration 27Q: 3 clusters Score -1.772736e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -17727358.000000 Penalty: 3911.966309
	Iteration 28Q: 3 clusters Score -1.772736e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 165776 members 
Entering Unmasked Estep 
Score: -17727384.000000 Penalty: 3911.966309
	Iteration 29Q: 3 clusters Score -1.772738e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -17727366.000000 Penalty: 3911.966309
	Iteration 30Q: 3 clusters Score -1.772737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 165911 members 
Entering Unmasked Estep 
Score: -17727366.000000 Penalty: 3911.966309
	Iteration 31Q: 3 clusters Score -1.772737e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 165957 members 
Entering Unmasked Estep 
Score: -17727372.000000 Penalty: 3911.966309
	Iteration 32Q: 3 clusters Score -1.772737e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -17727362.000000 Penalty: 3911.966309
	Iteration 33Q: 3 clusters Score -1.772736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 166051 members 
Entering Unmasked Estep 
Score: -17727378.000000 Penalty: 3911.966309
	Iteration 34Q: 3 clusters Score -1.772738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 166088 members 
Entering Unmasked Estep 
Score: -17727380.000000 Penalty: 3911.966309
	Iteration 35Q: 3 clusters Score -1.772738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 166114 members 
Entering Unmasked Estep 
Score: -17727380.000000 Penalty: 3911.966309
	Iteration 36Q: 3 clusters Score -1.772738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -17727380.000000 Penalty: 3911.966309
	Iteration 37Q: 3 clusters Score -1.772738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -17727376.000000 Penalty: 3911.966309
	Iteration 38Q: 3 clusters Score -1.772738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -17727370.000000 Penalty: 3911.966309
	Iteration 39Q: 3 clusters Score -1.772737e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -17727352.000000 Penalty: 3911.966309
	Iteration 40F: 3 clusters Score -1.772735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -17727352.000000 Penalty: 3911.966309
	Iteration 41Q: 3 clusters Score -1.772735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 166280 members 
Entering Unmasked Estep 
Score: -17727338.000000 Penalty: 3911.966309
	Iteration 42Q: 3 clusters Score -1.772734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -17727332.000000 Penalty: 3911.966309
	Iteration 43Q: 3 clusters Score -1.772733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -17727316.000000 Penalty: 3911.966309
	Iteration 44Q: 3 clusters Score -1.772732e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -17727340.000000 Penalty: 3911.966309
	Iteration 45Q: 3 clusters Score -1.772734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -17727334.000000 Penalty: 3911.966309
	Iteration 46Q: 3 clusters Score -1.772733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 166385 members 
Entering Unmasked Estep 
Score: -17727314.000000 Penalty: 3911.966309
	Iteration 47Q: 3 clusters Score -1.772731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -17727296.000000 Penalty: 3911.966309
	Iteration 48Q: 3 clusters Score -1.77273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -17727308.000000 Penalty: 3911.966309
	Iteration 49Q: 3 clusters Score -1.772731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -17727320.000000 Penalty: 3911.966309
	Iteration 50Q: 3 clusters Score -1.772732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -17727302.000000 Penalty: 3911.966309
	Iteration 51Q: 3 clusters Score -1.77273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -17727320.000000 Penalty: 3911.966309
	Iteration 52Q: 3 clusters Score -1.772732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -17727322.000000 Penalty: 3911.966309
	Iteration 53Q: 3 clusters Score -1.772732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 166491 members 
Entering Unmasked Estep 
Score: -17727332.000000 Penalty: 3911.966309
	Iteration 54Q: 3 clusters Score -1.772733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -17727312.000000 Penalty: 3911.966309
	Iteration 55Q: 3 clusters Score -1.772731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -17727300.000000 Penalty: 3911.966309
	Iteration 56Q: 3 clusters Score -1.77273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -17727298.000000 Penalty: 3911.966309
	Iteration 57Q: 3 clusters Score -1.77273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 166528 members 
Entering Unmasked Estep 
Score: -17727306.000000 Penalty: 3911.966309
	Iteration 58Q: 3 clusters Score -1.772731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 166537 members 
Entering Unmasked Estep 
Score: -17727310.000000 Penalty: 3911.966309
	Iteration 59Q: 3 clusters Score -1.772731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 166546 members 
Entering Unmasked Estep 
Score: -17727326.000000 Penalty: 3911.966309
	Iteration 60F: 3 clusters Score -1.772733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 166557 members 
Entering Unmasked Estep 
Score: -17727320.000000 Penalty: 3911.966309
	Iteration 61Q: 3 clusters Score -1.772732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 166567 members 
Entering Unmasked Estep 
Score: -17727320.000000 Penalty: 3911.966309
	Iteration 62Q: 3 clusters Score -1.772732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 166572 members 
Entering Unmasked Estep 
Score: -17727330.000000 Penalty: 3911.966309
	Iteration 63Q: 3 clusters Score -1.772733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -17727324.000000 Penalty: 3911.966309
	Iteration 64Q: 3 clusters Score -1.772732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 166583 members 
Entering Unmasked Estep 
Score: -17727316.000000 Penalty: 3911.966309
	Iteration 65Q: 3 clusters Score -1.772732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -17727328.000000 Penalty: 3911.966309
	Iteration 66Q: 3 clusters Score -1.772733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -17727322.000000 Penalty: 3911.966309
	Iteration 67Q: 3 clusters Score -1.772732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -17727340.000000 Penalty: 3911.966309
	Iteration 68Q: 3 clusters Score -1.772734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -17727316.000000 Penalty: 3911.966309
	Iteration 69Q: 3 clusters Score -1.772732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -17727312.000000 Penalty: 3911.966309
	Iteration 70Q: 3 clusters Score -1.772731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 166618 members 
Entering Unmasked Estep 
Score: -17727312.000000 Penalty: 3911.966309
	Iteration 71Q: 3 clusters Score -1.772731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -17727298.000000 Penalty: 3911.966309
	Iteration 72Q: 3 clusters Score -1.77273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -17727296.000000 Penalty: 3911.966309
	Iteration 73Q: 3 clusters Score -1.77273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -17727298.000000 Penalty: 3911.966309
	Iteration 74Q: 3 clusters Score -1.77273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 166627 members 
Entering Unmasked Estep 
Score: -17727298.000000 Penalty: 3911.966309
	Iteration 75Q: 3 clusters Score -1.77273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 166628 members 
Entering Unmasked Estep 
Score: -17727304.000000 Penalty: 3911.966309
	Iteration 76Q: 3 clusters Score -1.77273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -17727306.000000 Penalty: 3911.966309
	Iteration 77Q: 3 clusters Score -1.772731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -17727294.000000 Penalty: 3911.966309
	Iteration 78Q: 3 clusters Score -1.772729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -17727290.000000 Penalty: 3911.966309
	Iteration 79Q: 3 clusters Score -1.772729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -17727290.000000 Penalty: 3911.966309
	Iteration 80F: 3 clusters Score -1.772729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 166659 members 
Entering Unmasked Estep 
Score: -17727298.000000 Penalty: 3911.966309
	Iteration 81Q: 3 clusters Score -1.77273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -17727306.000000 Penalty: 3911.966309
	Iteration 82Q: 3 clusters Score -1.772731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -17727300.000000 Penalty: 3911.966309
	Iteration 83Q: 3 clusters Score -1.77273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -17727296.000000 Penalty: 3911.966309
	Iteration 84Q: 3 clusters Score -1.77273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -17727282.000000 Penalty: 3911.966309
	Iteration 85Q: 3 clusters Score -1.772728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -17727302.000000 Penalty: 3911.966309
	Iteration 86Q: 3 clusters Score -1.77273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -17727288.000000 Penalty: 3911.966309
	Iteration 87Q: 3 clusters Score -1.772729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 166702 members 
Entering Unmasked Estep 
Score: -17727310.000000 Penalty: 3911.966309
	Iteration 88Q: 3 clusters Score -1.772731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 166710 members 
Entering Unmasked Estep 
Score: -17727314.000000 Penalty: 3911.966309
	Iteration 89Q: 3 clusters Score -1.772731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -17727312.000000 Penalty: 3911.966309
	Iteration 90Q: 3 clusters Score -1.772731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 166725 members 
Entering Unmasked Estep 
Score: -17727316.000000 Penalty: 3911.966309
	Iteration 91Q: 3 clusters Score -1.772732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -17727312.000000 Penalty: 3911.966309
	Iteration 92Q: 3 clusters Score -1.772731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 166734 members 
Entering Unmasked Estep 
Score: -17727284.000000 Penalty: 3911.966309
	Iteration 93Q: 3 clusters Score -1.772728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -17727272.000000 Penalty: 3911.966309
	Iteration 94Q: 3 clusters Score -1.772727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -17727276.000000 Penalty: 3911.966309
	Iteration 95Q: 3 clusters Score -1.772728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -17727270.000000 Penalty: 3911.966309
	Iteration 96Q: 3 clusters Score -1.772727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -17727266.000000 Penalty: 3911.966309
	Iteration 97Q: 3 clusters Score -1.772727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -17727278.000000 Penalty: 3911.966309
	Iteration 98Q: 3 clusters Score -1.772728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -17727282.000000 Penalty: 3911.966309
	Iteration 99Q: 3 clusters Score -1.772728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -17727288.000000 Penalty: 3911.966309
	Iteration 100F: 3 clusters Score -1.772729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -17727290.000000 Penalty: 3911.966309
	Iteration 101Q: 3 clusters Score -1.772729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -17727290.000000 Penalty: 3911.966309
	Iteration 102F: 3 clusters Score -1.772729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -1167356.625000 Penalty: 1519.673950
	Iteration 0F: 2 clusters Score -1167357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1159223.250000 Penalty: 3039.347900
	Iteration 0F: 3 clusters Score -1159223 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1162045.500000 Penalty: 3039.347900
	Iteration 1F: 3 clusters Score -1162046 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1162479.875000 Penalty: 3039.347900
	Iteration 2F: 3 clusters Score -1162480 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1162945.250000 Penalty: 3039.347900
	Iteration 3F: 3 clusters Score -1162945 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1163469.500000 Penalty: 3039.347900
	Iteration 4F: 3 clusters Score -1163470 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1164073.375000 Penalty: 3039.347900
	Iteration 5F: 3 clusters Score -1164073 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1164656.000000 Penalty: 3039.347900
	Iteration 6F: 3 clusters Score -1164656 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1165130.750000 Penalty: 3039.347900
	Iteration 7F: 3 clusters Score -1165131 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1165464.000000 Penalty: 3039.347900
	Iteration 8Q: 3 clusters Score -1165464 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1165681.375000 Penalty: 3039.347900
	Iteration 9Q: 3 clusters Score -1165681 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1165833.125000 Penalty: 3039.347900
	Iteration 10Q: 3 clusters Score -1165833 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1165935.625000 Penalty: 3039.347900
	Iteration 11Q: 3 clusters Score -1165936 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1166012.000000 Penalty: 3039.347900
	Iteration 12Q: 3 clusters Score -1166012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1166070.625000 Penalty: 3039.347900
	Iteration 13Q: 3 clusters Score -1166071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1166120.125000 Penalty: 3039.347900
	Iteration 14Q: 3 clusters Score -1166120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1166160.125000 Penalty: 3039.347900
	Iteration 15Q: 3 clusters Score -1166160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1166187.500000 Penalty: 3039.347900
	Iteration 16Q: 3 clusters Score -1166188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1166208.375000 Penalty: 3039.347900
	Iteration 17Q: 3 clusters Score -1166208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1166230.875000 Penalty: 3039.347900
	Iteration 18Q: 3 clusters Score -1166231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1166251.500000 Penalty: 3039.347900
	Iteration 19Q: 3 clusters Score -1166252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1166272.875000 Penalty: 3039.347900
	Iteration 20F: 3 clusters Score -1166273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1166292.375000 Penalty: 3039.347900
	Iteration 21Q: 3 clusters Score -1166292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1166312.250000 Penalty: 3039.347900
	Iteration 22Q: 3 clusters Score -1166312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1166323.125000 Penalty: 3039.347900
	Iteration 23Q: 3 clusters Score -1166323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1166335.375000 Penalty: 3039.347900
	Iteration 24Q: 3 clusters Score -1166335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1166350.875000 Penalty: 3039.347900
	Iteration 25Q: 3 clusters Score -1166351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1166367.875000 Penalty: 3039.347900
	Iteration 26Q: 3 clusters Score -1166368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1166375.000000 Penalty: 3039.347900
	Iteration 27Q: 3 clusters Score -1166375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1166377.625000 Penalty: 3039.347900
	Iteration 28Q: 3 clusters Score -1166378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1166384.750000 Penalty: 3039.347900
	Iteration 29Q: 3 clusters Score -1166385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1166393.750000 Penalty: 3039.347900
	Iteration 30Q: 3 clusters Score -1166394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1166400.625000 Penalty: 3039.347900
	Iteration 31Q: 3 clusters Score -1166401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1166404.375000 Penalty: 3039.347900
	Iteration 32Q: 3 clusters Score -1166404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1166410.125000 Penalty: 3039.347900
	Iteration 33Q: 3 clusters Score -1166410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1166411.500000 Penalty: 3039.347900
	Iteration 34Q: 3 clusters Score -1166412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1166412.750000 Penalty: 3039.347900
	Iteration 35Q: 3 clusters Score -1166413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1166415.375000 Penalty: 3039.347900
	Iteration 36Q: 3 clusters Score -1166415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1166416.500000 Penalty: 3039.347900
	Iteration 37Q: 3 clusters Score -1166416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1166419.000000 Penalty: 3039.347900
	Iteration 38Q: 3 clusters Score -1166419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1166421.125000 Penalty: 3039.347900
	Iteration 39Q: 3 clusters Score -1166421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1166423.750000 Penalty: 3039.347900
	Iteration 40F: 3 clusters Score -1166424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1166422.750000 Penalty: 3039.347900
	Iteration 41Q: 3 clusters Score -1166423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1166423.250000 Penalty: 3039.347900
	Iteration 42Q: 3 clusters Score -1166423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1166424.500000 Penalty: 3039.347900
	Iteration 43Q: 3 clusters Score -1166424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1166424.500000 Penalty: 3039.347900
	Iteration 44Q: 3 clusters Score -1166424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1166424.125000 Penalty: 3039.347900
	Iteration 45Q: 3 clusters Score -1166424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1166423.625000 Penalty: 3039.347900
	Iteration 46Q: 3 clusters Score -1166424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1166425.750000 Penalty: 3039.347900
	Iteration 47Q: 3 clusters Score -1166426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1166425.750000 Penalty: 3039.347900
	Iteration 48Q: 3 clusters Score -1166426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1166425.750000 Penalty: 3039.347900
	Iteration 49F: 3 clusters Score -1166426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -224445.390625 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -224445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -222259.531250 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -222259.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -222809.937500 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -222809.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222942.203125 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -222942.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -223016.296875 Penalty: 2521.597168
	Iteration 3Q: 3 clusters Score -223016.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223084.796875 Penalty: 2521.597168
	Iteration 4Q: 3 clusters Score -223084.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223144.343750 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -223144.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -223197.187500 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -223197.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223262.781250 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -223262.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -223328.218750 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -223328.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -223445.109375 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -223445.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223600.656250 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -223600.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -223733.875000 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -223733.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -223825.890625 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -223825.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -223894.343750 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -223894.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223955.562500 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -223955.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -224002.640625 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -224002.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -224031.359375 Penalty: 2521.597168
	Iteration 16Q: 3 clusters Score -224031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224060.437500 Penalty: 2521.597168
	Iteration 17Q: 3 clusters Score -224060.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -224090.156250 Penalty: 2521.597168
	Iteration 18Q: 3 clusters Score -224090.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -224117.093750 Penalty: 2521.597168
	Iteration 19Q: 3 clusters Score -224117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -224138.171875 Penalty: 2521.597168
	Iteration 20F: 3 clusters Score -224138.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -224154.828125 Penalty: 2521.597168
	Iteration 21Q: 3 clusters Score -224154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -224168.000000 Penalty: 2521.597168
	Iteration 22Q: 3 clusters Score -224168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -224179.109375 Penalty: 2521.597168
	Iteration 23Q: 3 clusters Score -224179.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -224187.031250 Penalty: 2521.597168
	Iteration 24Q: 3 clusters Score -224187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -224193.906250 Penalty: 2521.597168
	Iteration 25Q: 3 clusters Score -224193.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224199.062500 Penalty: 2521.597168
	Iteration 26Q: 3 clusters Score -224199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -224204.968750 Penalty: 2521.597168
	Iteration 27Q: 3 clusters Score -224205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -224206.078125 Penalty: 2521.597168
	Iteration 28Q: 3 clusters Score -224206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224208.015625 Penalty: 2521.597168
	Iteration 29Q: 3 clusters Score -224208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -224209.531250 Penalty: 2521.597168
	Iteration 30Q: 3 clusters Score -224209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -224210.703125 Penalty: 2521.597168
	Iteration 31Q: 3 clusters Score -224210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -224211.531250 Penalty: 2521.597168
	Iteration 32Q: 3 clusters Score -224211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -224212.890625 Penalty: 2521.597168
	Iteration 33Q: 3 clusters Score -224212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224217.859375 Penalty: 2521.597168
	Iteration 34Q: 3 clusters Score -224217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224221.656250 Penalty: 2521.597168
	Iteration 35Q: 3 clusters Score -224221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -224225.375000 Penalty: 2521.597168
	Iteration 36Q: 3 clusters Score -224225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -224227.718750 Penalty: 2521.597168
	Iteration 37Q: 3 clusters Score -224227.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224232.859375 Penalty: 2521.597168
	Iteration 38Q: 3 clusters Score -224232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -224238.171875 Penalty: 2521.597168
	Iteration 39Q: 3 clusters Score -224238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224242.843750 Penalty: 2521.597168
	Iteration 40F: 3 clusters Score -224242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224249.921875 Penalty: 2521.597168
	Iteration 41Q: 3 clusters Score -224249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -224250.734375 Penalty: 2521.597168
	Iteration 42Q: 3 clusters Score -224250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -224252.109375 Penalty: 2521.597168
	Iteration 43Q: 3 clusters Score -224252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224252.500000 Penalty: 2521.597168
	Iteration 44Q: 3 clusters Score -224252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -224253.656250 Penalty: 2521.597168
	Iteration 45Q: 3 clusters Score -224253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -224255.015625 Penalty: 2521.597168
	Iteration 46Q: 3 clusters Score -224255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -224258.281250 Penalty: 2521.597168
	Iteration 47Q: 3 clusters Score -224258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224260.140625 Penalty: 2521.597168
	Iteration 48Q: 3 clusters Score -224260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224262.062500 Penalty: 2521.597168
	Iteration 49Q: 3 clusters Score -224262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -224264.890625 Penalty: 2521.597168
	Iteration 50Q: 3 clusters Score -224264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -224267.187500 Penalty: 2521.597168
	Iteration 51Q: 3 clusters Score -224267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -224270.015625 Penalty: 2521.597168
	Iteration 52Q: 3 clusters Score -224270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -224271.421875 Penalty: 2521.597168
	Iteration 53Q: 3 clusters Score -224271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -224274.359375 Penalty: 2521.597168
	Iteration 54Q: 3 clusters Score -224274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -224274.781250 Penalty: 2521.597168
	Iteration 55Q: 3 clusters Score -224274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -224274.781250 Penalty: 2521.597168
	Iteration 56F: 3 clusters Score -224274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Entering Unmasked Estep 
Score: -11686849.000000 Penalty: 1888.616455
	Iteration 0F: 2 clusters Score -1.168685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -11612607.000000 Penalty: 3777.232910
	Iteration 0F: 3 clusters Score -1.161261e+07 nChanged 53273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -11644116.000000 Penalty: 3777.232910
	Iteration 1F: 3 clusters Score -1.164412e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -11645088.000000 Penalty: 3777.232910
	Iteration 2Q: 3 clusters Score -1.164509e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -11646540.000000 Penalty: 3777.232910
	Iteration 3Q: 3 clusters Score -1.164654e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -11648575.000000 Penalty: 3777.232910
	Iteration 4Q: 3 clusters Score -1.164858e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -11651457.000000 Penalty: 3777.232910
	Iteration 5F: 3 clusters Score -1.165146e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -11655509.000000 Penalty: 3777.232910
	Iteration 6F: 3 clusters Score -1.165551e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -11660489.000000 Penalty: 3777.232910
	Iteration 7F: 3 clusters Score -1.166049e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -11665052.000000 Penalty: 3777.232910
	Iteration 8F: 3 clusters Score -1.166505e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -11668476.000000 Penalty: 3777.232910
	Iteration 9F: 3 clusters Score -1.166848e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -11670465.000000 Penalty: 3777.232910
	Iteration 10Q: 3 clusters Score -1.167046e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -11671528.000000 Penalty: 3777.232910
	Iteration 11Q: 3 clusters Score -1.167153e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -11672258.000000 Penalty: 3777.232910
	Iteration 12Q: 3 clusters Score -1.167226e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -11672848.000000 Penalty: 3777.232910
	Iteration 13Q: 3 clusters Score -1.167285e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -11673401.000000 Penalty: 3777.232910
	Iteration 14Q: 3 clusters Score -1.16734e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -11673903.000000 Penalty: 3777.232910
	Iteration 15Q: 3 clusters Score -1.16739e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -11674418.000000 Penalty: 3777.232910
	Iteration 16Q: 3 clusters Score -1.167442e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -11675078.000000 Penalty: 3777.232910
	Iteration 17Q: 3 clusters Score -1.167508e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -11675841.000000 Penalty: 3777.232910
	Iteration 18Q: 3 clusters Score -1.167584e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -11676485.000000 Penalty: 3777.232910
	Iteration 19Q: 3 clusters Score -1.167648e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -11677186.000000 Penalty: 3777.232910
	Iteration 20F: 3 clusters Score -1.167719e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -11677910.000000 Penalty: 3777.232910
	Iteration 21Q: 3 clusters Score -1.167791e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -11678611.000000 Penalty: 3777.232910
	Iteration 22Q: 3 clusters Score -1.167861e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -11679324.000000 Penalty: 3777.232910
	Iteration 23Q: 3 clusters Score -1.167932e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -11679854.000000 Penalty: 3777.232910
	Iteration 24Q: 3 clusters Score -1.167985e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -11680428.000000 Penalty: 3777.232910
	Iteration 25Q: 3 clusters Score -1.168043e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -11680980.000000 Penalty: 3777.232910
	Iteration 26Q: 3 clusters Score -1.168098e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -11681427.000000 Penalty: 3777.232910
	Iteration 27Q: 3 clusters Score -1.168143e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -11681932.000000 Penalty: 3777.232910
	Iteration 28Q: 3 clusters Score -1.168193e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -11682415.000000 Penalty: 3777.232910
	Iteration 29Q: 3 clusters Score -1.168242e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -11682911.000000 Penalty: 3777.232910
	Iteration 30Q: 3 clusters Score -1.168291e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -11683401.000000 Penalty: 3777.232910
	Iteration 31Q: 3 clusters Score -1.16834e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -11683928.000000 Penalty: 3777.232910
	Iteration 32Q: 3 clusters Score -1.168393e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -11684429.000000 Penalty: 3777.232910
	Iteration 33Q: 3 clusters Score -1.168443e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -11684905.000000 Penalty: 3777.232910
	Iteration 34Q: 3 clusters Score -1.16849e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -11685337.000000 Penalty: 3777.232910
	Iteration 35Q: 3 clusters Score -1.168534e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -11685660.000000 Penalty: 3777.232910
	Iteration 36Q: 3 clusters Score -1.168566e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -11686051.000000 Penalty: 3777.232910
	Iteration 37Q: 3 clusters Score -1.168605e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -11686300.000000 Penalty: 3777.232910
	Iteration 38Q: 3 clusters Score -1.16863e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -11686439.000000 Penalty: 3777.232910
	Iteration 39Q: 3 clusters Score -1.168644e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -11686592.000000 Penalty: 3777.232910
	Iteration 40F: 3 clusters Score -1.168659e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -11686710.000000 Penalty: 3777.232910
	Iteration 41Q: 3 clusters Score -1.168671e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -11686784.000000 Penalty: 3777.232910
	Iteration 42Q: 3 clusters Score -1.168678e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -11686820.000000 Penalty: 3777.232910
	Iteration 43Q: 3 clusters Score -1.168682e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -11686910.000000 Penalty: 3777.232910
	Iteration 44Q: 3 clusters Score -1.168691e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -11686956.000000 Penalty: 3777.232910
	Iteration 45Q: 3 clusters Score -1.168696e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -11686992.000000 Penalty: 3777.232910
	Iteration 46Q: 3 clusters Score -1.168699e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -11687056.000000 Penalty: 3777.232910
	Iteration 47Q: 3 clusters Score -1.168706e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -11687081.000000 Penalty: 3777.232910
	Iteration 48Q: 3 clusters Score -1.168708e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -11687109.000000 Penalty: 3777.232910
	Iteration 49Q: 3 clusters Score -1.168711e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -11687126.000000 Penalty: 3777.232910
	Iteration 50Q: 3 clusters Score -1.168713e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -11687109.000000 Penalty: 3777.232910
	Iteration 51Q: 3 clusters Score -1.168711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -11687120.000000 Penalty: 3777.232910
	Iteration 52Q: 3 clusters Score -1.168712e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104799 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -11687147.000000 Penalty: 3777.232910
	Iteration 53Q: 3 clusters Score -1.168715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -11687160.000000 Penalty: 3777.232910
	Iteration 54Q: 3 clusters Score -1.168716e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -11687149.000000 Penalty: 3777.232910
	Iteration 55Q: 3 clusters Score -1.168715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -11687163.000000 Penalty: 3777.232910
	Iteration 56Q: 3 clusters Score -1.168716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105018 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -11687182.000000 Penalty: 3777.232910
	Iteration 57Q: 3 clusters Score -1.168718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -11687156.000000 Penalty: 3777.232910
	Iteration 58Q: 3 clusters Score -1.168716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -11687152.000000 Penalty: 3777.232910
	Iteration 59Q: 3 clusters Score -1.168715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -11687160.000000 Penalty: 3777.232910
	Iteration 60F: 3 clusters Score -1.168716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -11687173.000000 Penalty: 3777.232910
	Iteration 61Q: 3 clusters Score -1.168717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -11687158.000000 Penalty: 3777.232910
	Iteration 62Q: 3 clusters Score -1.168716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -11687153.000000 Penalty: 3777.232910
	Iteration 63Q: 3 clusters Score -1.168715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -11687156.000000 Penalty: 3777.232910
	Iteration 64Q: 3 clusters Score -1.168716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -11687157.000000 Penalty: 3777.232910
	Iteration 65Q: 3 clusters Score -1.168716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -11687160.000000 Penalty: 3777.232910
	Iteration 66Q: 3 clusters Score -1.168716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -11687163.000000 Penalty: 3777.232910
	Iteration 67Q: 3 clusters Score -1.168716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -11687151.000000 Penalty: 3777.232910
	Iteration 68Q: 3 clusters Score -1.168715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -11687143.000000 Penalty: 3777.232910
	Iteration 69Q: 3 clusters Score -1.168714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -11687148.000000 Penalty: 3777.232910
	Iteration 70Q: 3 clusters Score -1.168715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105312 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -11687146.000000 Penalty: 3777.232910
	Iteration 71Q: 3 clusters Score -1.168715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -11687139.000000 Penalty: 3777.232910
	Iteration 72Q: 3 clusters Score -1.168714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -11687135.000000 Penalty: 3777.232910
	Iteration 73Q: 3 clusters Score -1.168714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -11687133.000000 Penalty: 3777.232910
	Iteration 74Q: 3 clusters Score -1.168713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -11687143.000000 Penalty: 3777.232910
	Iteration 75Q: 3 clusters Score -1.168714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -11687143.000000 Penalty: 3777.232910
	Iteration 76Q: 3 clusters Score -1.168714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -11687139.000000 Penalty: 3777.232910
	Iteration 77Q: 3 clusters Score -1.168714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -11687136.000000 Penalty: 3777.232910
	Iteration 78Q: 3 clusters Score -1.168714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -11687143.000000 Penalty: 3777.232910
	Iteration 79Q: 3 clusters Score -1.168714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -11687140.000000 Penalty: 3777.232910
	Iteration 80F: 3 clusters Score -1.168714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11687143.000000 Penalty: 3777.232910
	Iteration 81Q: 3 clusters Score -1.168714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105343 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -11687149.000000 Penalty: 3777.232910
	Iteration 82Q: 3 clusters Score -1.168715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -11687150.000000 Penalty: 3777.232910
	Iteration 83Q: 3 clusters Score -1.168715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -11687148.000000 Penalty: 3777.232910
	Iteration 84Q: 3 clusters Score -1.168715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -11687158.000000 Penalty: 3777.232910
	Iteration 85Q: 3 clusters Score -1.168716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -11687152.000000 Penalty: 3777.232910
	Iteration 86Q: 3 clusters Score -1.168715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -11687150.000000 Penalty: 3777.232910
	Iteration 87Q: 3 clusters Score -1.168715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -11687154.000000 Penalty: 3777.232910
	Iteration 88Q: 3 clusters Score -1.168715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -11687156.000000 Penalty: 3777.232910
	Iteration 89Q: 3 clusters Score -1.168716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -11687156.000000 Penalty: 3777.232910
	Iteration 90Q: 3 clusters Score -1.168716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -11687141.000000 Penalty: 3777.232910
	Iteration 91Q: 3 clusters Score -1.168714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -11687148.000000 Penalty: 3777.232910
	Iteration 92Q: 3 clusters Score -1.168715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -11687155.000000 Penalty: 3777.232910
	Iteration 93Q: 3 clusters Score -1.168716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -11687147.000000 Penalty: 3777.232910
	Iteration 94Q: 3 clusters Score -1.168715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -11687146.000000 Penalty: 3777.232910
	Iteration 95Q: 3 clusters Score -1.168715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -11687138.000000 Penalty: 3777.232910
	Iteration 96Q: 3 clusters Score -1.168714e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -11687136.000000 Penalty: 3777.232910
	Iteration 97Q: 3 clusters Score -1.168714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105547 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -11687142.000000 Penalty: 3777.232910
	Iteration 98Q: 3 clusters Score -1.168714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -11687133.000000 Penalty: 3777.232910
	Iteration 99Q: 3 clusters Score -1.168713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -11687140.000000 Penalty: 3777.232910
	Iteration 100F: 3 clusters Score -1.168714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -11687137.000000 Penalty: 3777.232910
	Iteration 101Q: 3 clusters Score -1.168714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -11687146.000000 Penalty: 3777.232910
	Iteration 102Q: 3 clusters Score -1.168715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -11687135.000000 Penalty: 3777.232910
	Iteration 103Q: 3 clusters Score -1.168714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -11687140.000000 Penalty: 3777.232910
	Iteration 104Q: 3 clusters Score -1.168714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -11687132.000000 Penalty: 3777.232910
	Iteration 105Q: 3 clusters Score -1.168713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -11687118.000000 Penalty: 3777.232910
	Iteration 106Q: 3 clusters Score -1.168712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -11687117.000000 Penalty: 3777.232910
	Iteration 107Q: 3 clusters Score -1.168712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -11687113.000000 Penalty: 3777.232910
	Iteration 108Q: 3 clusters Score -1.168711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -11687117.000000 Penalty: 3777.232910
	Iteration 109Q: 3 clusters Score -1.168712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -11687117.000000 Penalty: 3777.232910
	Iteration 110Q: 3 clusters Score -1.168712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11687115.000000 Penalty: 3777.232910
	Iteration 111Q: 3 clusters Score -1.168712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -11687123.000000 Penalty: 3777.232910
	Iteration 112Q: 3 clusters Score -1.168712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -11687122.000000 Penalty: 3777.232910
	Iteration 113Q: 3 clusters Score -1.168712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -11687131.000000 Penalty: 3777.232910
	Iteration 114Q: 3 clusters Score -1.168713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11687130.000000 Penalty: 3777.232910
	Iteration 115Q: 3 clusters Score -1.168713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11687121.000000 Penalty: 3777.232910
	Iteration 116Q: 3 clusters Score -1.168712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11687121.000000 Penalty: 3777.232910
	Iteration 117F: 3 clusters Score -1.168712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93882 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 105676 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 5877 members 
Entering Unmasked Estep 
Score: -154067312.000000 Penalty: 113419.390625
Splitting cluster 40 changes total score from -154067968.000000 to -154067312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125809.414062 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125809.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126136.218750 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126136.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -126218.343750 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126218.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126254.609375 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126254.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -126274.476562 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126274.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -126281.609375 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126281.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -126288.343750 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126288.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -126292.148438 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -126293.343750 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126293.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -126296.843750 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -126299.703125 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -126301.609375 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -126303.289062 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126304.757812 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -126304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -126304.757812 Penalty: 2324.232666
	Iteration 14F: 3 clusters Score -126304.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Entering Unmasked Estep 
Score: -768931.437500 Penalty: 1452.788330
	Iteration 0F: 2 clusters Score -768931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -763313.125000 Penalty: 2905.576660
	Iteration 0F: 3 clusters Score -763313.1 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -765191.437500 Penalty: 2905.576660
	Iteration 1F: 3 clusters Score -765191.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -765494.437500 Penalty: 2905.576660
	Iteration 2F: 3 clusters Score -765494.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -765740.500000 Penalty: 2905.576660
	Iteration 3F: 3 clusters Score -765740.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -765983.812500 Penalty: 2905.576660
	Iteration 4F: 3 clusters Score -765983.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -766243.937500 Penalty: 2905.576660
	Iteration 5F: 3 clusters Score -766243.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -766537.500000 Penalty: 2905.576660
	Iteration 6F: 3 clusters Score -766537.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -766826.500000 Penalty: 2905.576660
	Iteration 7F: 3 clusters Score -766826.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -767105.750000 Penalty: 2905.576660
	Iteration 8F: 3 clusters Score -767105.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -767362.562500 Penalty: 2905.576660
	Iteration 9Q: 3 clusters Score -767362.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -767557.687500 Penalty: 2905.576660
	Iteration 10Q: 3 clusters Score -767557.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -767683.000000 Penalty: 2905.576660
	Iteration 11Q: 3 clusters Score -767683 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -767776.875000 Penalty: 2905.576660
	Iteration 12Q: 3 clusters Score -767776.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -767849.312500 Penalty: 2905.576660
	Iteration 13Q: 3 clusters Score -767849.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -767904.937500 Penalty: 2905.576660
	Iteration 14Q: 3 clusters Score -767904.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -767956.500000 Penalty: 2905.576660
	Iteration 15Q: 3 clusters Score -767956.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -767989.875000 Penalty: 2905.576660
	Iteration 16Q: 3 clusters Score -767989.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -768017.812500 Penalty: 2905.576660
	Iteration 17Q: 3 clusters Score -768017.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -768043.500000 Penalty: 2905.576660
	Iteration 18Q: 3 clusters Score -768043.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -768059.312500 Penalty: 2905.576660
	Iteration 19Q: 3 clusters Score -768059.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -768072.187500 Penalty: 2905.576660
	Iteration 20F: 3 clusters Score -768072.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -768081.750000 Penalty: 2905.576660
	Iteration 21Q: 3 clusters Score -768081.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -768091.187500 Penalty: 2905.576660
	Iteration 22Q: 3 clusters Score -768091.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -768100.875000 Penalty: 2905.576660
	Iteration 23Q: 3 clusters Score -768100.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -768107.875000 Penalty: 2905.576660
	Iteration 24Q: 3 clusters Score -768107.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -768114.125000 Penalty: 2905.576660
	Iteration 25Q: 3 clusters Score -768114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -768119.562500 Penalty: 2905.576660
	Iteration 26Q: 3 clusters Score -768119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -768123.625000 Penalty: 2905.576660
	Iteration 27Q: 3 clusters Score -768123.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -768131.000000 Penalty: 2905.576660
	Iteration 28Q: 3 clusters Score -768131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -768136.750000 Penalty: 2905.576660
	Iteration 29Q: 3 clusters Score -768136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -768141.375000 Penalty: 2905.576660
	Iteration 30Q: 3 clusters Score -768141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -768143.250000 Penalty: 2905.576660
	Iteration 31Q: 3 clusters Score -768143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -768144.750000 Penalty: 2905.576660
	Iteration 32Q: 3 clusters Score -768144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -768146.687500 Penalty: 2905.576660
	Iteration 33Q: 3 clusters Score -768146.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -768150.062500 Penalty: 2905.576660
	Iteration 34Q: 3 clusters Score -768150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -768150.750000 Penalty: 2905.576660
	Iteration 35Q: 3 clusters Score -768150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -768150.625000 Penalty: 2905.576660
	Iteration 36Q: 3 clusters Score -768150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -768153.500000 Penalty: 2905.576660
	Iteration 37Q: 3 clusters Score -768153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -768157.312500 Penalty: 2905.576660
	Iteration 38Q: 3 clusters Score -768157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -768161.250000 Penalty: 2905.576660
	Iteration 39Q: 3 clusters Score -768161.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -768165.562500 Penalty: 2905.576660
	Iteration 40F: 3 clusters Score -768165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -768167.437500 Penalty: 2905.576660
	Iteration 41Q: 3 clusters Score -768167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -768166.500000 Penalty: 2905.576660
	Iteration 42Q: 3 clusters Score -768166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -768167.875000 Penalty: 2905.576660
	Iteration 43Q: 3 clusters Score -768167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -768166.625000 Penalty: 2905.576660
	Iteration 44Q: 3 clusters Score -768166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -768166.625000 Penalty: 2905.576660
	Iteration 45F: 3 clusters Score -768166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Entering Unmasked Estep 
Score: -2833704.500000 Penalty: 1673.226562
	Iteration 0F: 2 clusters Score -2833704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2813763.750000 Penalty: 3346.453125
	Iteration 0F: 3 clusters Score -2813764 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2821772.500000 Penalty: 3346.453125
	Iteration 1F: 3 clusters Score -2821772 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2822493.000000 Penalty: 3346.453125
	Iteration 2F: 3 clusters Score -2822493 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2823233.500000 Penalty: 3346.453125
	Iteration 3F: 3 clusters Score -2823234 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2824077.500000 Penalty: 3346.453125
	Iteration 4F: 3 clusters Score -2824078 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2825001.750000 Penalty: 3346.453125
	Iteration 5F: 3 clusters Score -2825002 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2825946.750000 Penalty: 3346.453125
	Iteration 6F: 3 clusters Score -2825947 nChanged 1560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2826786 nChanged 1381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2827546 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2828135.000000 Penalty: 3346.453125
	Iteration 9Q: 3 clusters Score -2828135 nChanged 959
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2828532 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2828774 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2828911.250000 Penalty: 3346.453125
	Iteration 12Q: 3 clusters Score -2828911 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2828975.000000 Penalty: 3346.453125
	Iteration 13Q: 3 clusters Score -2828975 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2829036 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2829102 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2829160.500000 Penalty: 3346.453125
	Iteration 16Q: 3 clusters Score -2829160 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2829234.250000 Penalty: 3346.453125
	Iteration 17Q: 3 clusters Score -2829234 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2829328 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2829421.500000 Penalty: 3346.453125
	Iteration 19Q: 3 clusters Score -2829422 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2829544.000000 Penalty: 3346.453125
	Iteration 20F: 3 clusters Score -2829544 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2829717.500000 Penalty: 3346.453125
	Iteration 21Q: 3 clusters Score -2829718 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2829865.000000 Penalty: 3346.453125
	Iteration 22Q: 3 clusters Score -2829865 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2830013.750000 Penalty: 3346.453125
	Iteration 23Q: 3 clusters Score -2830014 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2830153.000000 Penalty: 3346.453125
	Iteration 24Q: 3 clusters Score -2830153 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2830304.500000 Penalty: 3346.453125
	Iteration 25Q: 3 clusters Score -2830304 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2830466.250000 Penalty: 3346.453125
	Iteration 26Q: 3 clusters Score -2830466 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2830602.250000 Penalty: 3346.453125
	Iteration 27Q: 3 clusters Score -2830602 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2830754.250000 Penalty: 3346.453125
	Iteration 28Q: 3 clusters Score -2830754 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2830891 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2831029.750000 Penalty: 3346.453125
	Iteration 30Q: 3 clusters Score -2831030 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2831182 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2831301.250000 Penalty: 3346.453125
	Iteration 32Q: 3 clusters Score -2831301 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2831413 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2831550 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2831621 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2831670.500000 Penalty: 3346.453125
	Iteration 36Q: 3 clusters Score -2831670 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2831703.000000 Penalty: 3346.453125
	Iteration 37Q: 3 clusters Score -2831703 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2831722.500000 Penalty: 3346.453125
	Iteration 38Q: 3 clusters Score -2831722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2831726.500000 Penalty: 3346.453125
	Iteration 39Q: 3 clusters Score -2831726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2831738.500000 Penalty: 3346.453125
	Iteration 40F: 3 clusters Score -2831738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2831751.250000 Penalty: 3346.453125
	Iteration 41Q: 3 clusters Score -2831751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2831749.750000 Penalty: 3346.453125
	Iteration 42Q: 3 clusters Score -2831750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2831749.750000 Penalty: 3346.453125
	Iteration 43Q: 3 clusters Score -2831750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2831747.500000 Penalty: 3346.453125
	Iteration 44Q: 3 clusters Score -2831748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2831754.250000 Penalty: 3346.453125
	Iteration 45Q: 3 clusters Score -2831754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2831751.250000 Penalty: 3346.453125
	Iteration 46Q: 3 clusters Score -2831751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2831757.000000 Penalty: 3346.453125
	Iteration 47Q: 3 clusters Score -2831757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2831749.500000 Penalty: 3346.453125
	Iteration 48Q: 3 clusters Score -2831750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2831748.750000 Penalty: 3346.453125
	Iteration 49Q: 3 clusters Score -2831749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2831748.000000 Penalty: 3346.453125
	Iteration 50Q: 3 clusters Score -2831748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2831753.750000 Penalty: 3346.453125
	Iteration 51Q: 3 clusters Score -2831754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2831748.000000 Penalty: 3346.453125
	Iteration 52Q: 3 clusters Score -2831748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2831757.250000 Penalty: 3346.453125
	Iteration 53Q: 3 clusters Score -2831757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2831760.750000 Penalty: 3346.453125
	Iteration 54Q: 3 clusters Score -2831761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2831762.500000 Penalty: 3346.453125
	Iteration 55Q: 3 clusters Score -2831762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2831764.250000 Penalty: 3346.453125
	Iteration 56Q: 3 clusters Score -2831764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2831764.000000 Penalty: 3346.453125
	Iteration 57Q: 3 clusters Score -2831764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2831766.750000 Penalty: 3346.453125
	Iteration 58Q: 3 clusters Score -2831767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2831764.250000 Penalty: 3346.453125
	Iteration 59Q: 3 clusters Score -2831764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2831764.250000 Penalty: 3346.453125
	Iteration 60F: 3 clusters Score -2831764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2831764.000000 Penalty: 3346.453125
	Iteration 61Q: 3 clusters Score -2831764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2831765.000000 Penalty: 3346.453125
	Iteration 62Q: 3 clusters Score -2831765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2831764.000000 Penalty: 3346.453125
	Iteration 63Q: 3 clusters Score -2831764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2831764.000000 Penalty: 3346.453125
	Iteration 64Q: 3 clusters Score -2831764 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2831763.750000 Penalty: 3346.453125
	Iteration 65Q: 3 clusters Score -2831764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2831763.000000 Penalty: 3346.453125
	Iteration 66Q: 3 clusters Score -2831763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2831763.750000 Penalty: 3346.453125
	Iteration 67Q: 3 clusters Score -2831764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2831768.750000 Penalty: 3346.453125
	Iteration 68Q: 3 clusters Score -2831769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2831768.750000 Penalty: 3346.453125
	Iteration 69Q: 3 clusters Score -2831769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2831769.250000 Penalty: 3346.453125
	Iteration 70Q: 3 clusters Score -2831769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2831769.000000 Penalty: 3346.453125
	Iteration 71Q: 3 clusters Score -2831769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2831766.750000 Penalty: 3346.453125
	Iteration 72Q: 3 clusters Score -2831767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2831763.000000 Penalty: 3346.453125
	Iteration 73Q: 3 clusters Score -2831763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2831760.250000 Penalty: 3346.453125
	Iteration 74Q: 3 clusters Score -2831760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2831761.000000 Penalty: 3346.453125
	Iteration 75Q: 3 clusters Score -2831761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2831762.750000 Penalty: 3346.453125
	Iteration 76Q: 3 clusters Score -2831763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2831765.250000 Penalty: 3346.453125
	Iteration 77Q: 3 clusters Score -2831765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2831762.500000 Penalty: 3346.453125
	Iteration 78Q: 3 clusters Score -2831762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2831763.750000 Penalty: 3346.453125
	Iteration 79Q: 3 clusters Score -2831764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2831767.500000 Penalty: 3346.453125
	Iteration 80F: 3 clusters Score -2831768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2831765.250000 Penalty: 3346.453125
	Iteration 81Q: 3 clusters Score -2831765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2831763.750000 Penalty: 3346.453125
	Iteration 82Q: 3 clusters Score -2831764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2831764.000000 Penalty: 3346.453125
	Iteration 83Q: 3 clusters Score -2831764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2831758.250000 Penalty: 3346.453125
	Iteration 84Q: 3 clusters Score -2831758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2831759.000000 Penalty: 3346.453125
	Iteration 85Q: 3 clusters Score -2831759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2831758.250000 Penalty: 3346.453125
	Iteration 86Q: 3 clusters Score -2831758 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2831757 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -2831757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -177951.968750 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -177952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -175957.218750 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -175957.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -176421.218750 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -176421.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -176551.062500 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -176551.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -176622.671875 Penalty: 2455.158691
	Iteration 3F: 3 clusters Score -176622.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -176674.109375 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -176674.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -176724.078125 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -176724.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -176758.859375 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -176758.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -176803.265625 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -176803.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -176859.750000 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -176859.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -176903.328125 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -176903.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -176950.062500 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -176950.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -176994.484375 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -176994.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -177025.625000 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -177025.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -177043.687500 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -177043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -177052.875000 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -177052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -177061.218750 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -177061.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -177067.078125 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -177067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -177072.296875 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -177072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -177076.156250 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -177076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -177079.125000 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -177079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -177080.218750 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -177080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -177081.640625 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -177081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -177083.328125 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -177083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -177084.562500 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -177084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -177086.343750 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -177086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -177088.406250 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -177088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177090.546875 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -177090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -177092.656250 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -177092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -177094.000000 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -177094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -177096.843750 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -177096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -177100.343750 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -177100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -177102.562500 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -177102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -177105.078125 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -177105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -177106.093750 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -177106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177106.750000 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -177106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177106.750000 Penalty: 2455.158691
	Iteration 35F: 3 clusters Score -177106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Entering Unmasked Estep 
Score: -1701580.750000 Penalty: 1583.327393
	Iteration 0F: 2 clusters Score -1701581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1689934.000000 Penalty: 3166.654785
	Iteration 0F: 3 clusters Score -1689934 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1695175.125000 Penalty: 3166.654785
	Iteration 1F: 3 clusters Score -1695175 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1696603.375000 Penalty: 3166.654785
	Iteration 2F: 3 clusters Score -1696603 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1698162.125000 Penalty: 3166.654785
	Iteration 3F: 3 clusters Score -1698162 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1699269.875000 Penalty: 3166.654785
	Iteration 4F: 3 clusters Score -1699270 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1699906.375000 Penalty: 3166.654785
	Iteration 5F: 3 clusters Score -1699906 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1700222.375000 Penalty: 3166.654785
	Iteration 6Q: 3 clusters Score -1700222 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1700407.875000 Penalty: 3166.654785
	Iteration 7Q: 3 clusters Score -1700408 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1700499.000000 Penalty: 3166.654785
	Iteration 8Q: 3 clusters Score -1700499 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1700566.875000 Penalty: 3166.654785
	Iteration 9Q: 3 clusters Score -1700567 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1700598.250000 Penalty: 3166.654785
	Iteration 10Q: 3 clusters Score -1700598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1700622.375000 Penalty: 3166.654785
	Iteration 11Q: 3 clusters Score -1700622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1700644.875000 Penalty: 3166.654785
	Iteration 12Q: 3 clusters Score -1700645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1700651.125000 Penalty: 3166.654785
	Iteration 13Q: 3 clusters Score -1700651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1700660.125000 Penalty: 3166.654785
	Iteration 14Q: 3 clusters Score -1700660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1700660.750000 Penalty: 3166.654785
	Iteration 15Q: 3 clusters Score -1700661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1700665.250000 Penalty: 3166.654785
	Iteration 16Q: 3 clusters Score -1700665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1700677.000000 Penalty: 3166.654785
	Iteration 17Q: 3 clusters Score -1700677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1700679.500000 Penalty: 3166.654785
	Iteration 18Q: 3 clusters Score -1700680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1700682.750000 Penalty: 3166.654785
	Iteration 19Q: 3 clusters Score -1700683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1700689.625000 Penalty: 3166.654785
	Iteration 20F: 3 clusters Score -1700690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1700684.500000 Penalty: 3166.654785
	Iteration 21Q: 3 clusters Score -1700684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1700683.000000 Penalty: 3166.654785
	Iteration 22Q: 3 clusters Score -1700683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1700688.750000 Penalty: 3166.654785
	Iteration 23Q: 3 clusters Score -1700689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1700687.125000 Penalty: 3166.654785
	Iteration 24Q: 3 clusters Score -1700687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1700687.750000 Penalty: 3166.654785
	Iteration 25Q: 3 clusters Score -1700688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1700687.125000 Penalty: 3166.654785
	Iteration 26Q: 3 clusters Score -1700687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1700691.375000 Penalty: 3166.654785
	Iteration 27Q: 3 clusters Score -1700691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1700692.000000 Penalty: 3166.654785
	Iteration 28Q: 3 clusters Score -1700692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1700694.875000 Penalty: 3166.654785
	Iteration 29Q: 3 clusters Score -1700695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1700696.500000 Penalty: 3166.654785
	Iteration 30Q: 3 clusters Score -1700696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1700696.875000 Penalty: 3166.654785
	Iteration 31Q: 3 clusters Score -1700697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1700695.875000 Penalty: 3166.654785
	Iteration 32Q: 3 clusters Score -1700696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1700696.625000 Penalty: 3166.654785
	Iteration 33Q: 3 clusters Score -1700697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1700695.750000 Penalty: 3166.654785
	Iteration 34Q: 3 clusters Score -1700696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1700699.875000 Penalty: 3166.654785
	Iteration 35Q: 3 clusters Score -1700700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1700698.625000 Penalty: 3166.654785
	Iteration 36Q: 3 clusters Score -1700699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1700701.625000 Penalty: 3166.654785
	Iteration 37Q: 3 clusters Score -1700702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1700701.625000 Penalty: 3166.654785
	Iteration 38Q: 3 clusters Score -1700702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1700700.375000 Penalty: 3166.654785
	Iteration 39Q: 3 clusters Score -1700700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1700701.375000 Penalty: 3166.654785
	Iteration 40F: 3 clusters Score -1700701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1700701.000000 Penalty: 3166.654785
	Iteration 41Q: 3 clusters Score -1700701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1700700.625000 Penalty: 3166.654785
	Iteration 42Q: 3 clusters Score -1700701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1700703.250000 Penalty: 3166.654785
	Iteration 43Q: 3 clusters Score -1700703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1700703.250000 Penalty: 3166.654785
	Iteration 44Q: 3 clusters Score -1700703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1700702.125000 Penalty: 3166.654785
	Iteration 45Q: 3 clusters Score -1700702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1700705.375000 Penalty: 3166.654785
	Iteration 46Q: 3 clusters Score -1700705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1700702.500000 Penalty: 3166.654785
	Iteration 47Q: 3 clusters Score -1700702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1700701.125000 Penalty: 3166.654785
	Iteration 48Q: 3 clusters Score -1700701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1700705.625000 Penalty: 3166.654785
	Iteration 49Q: 3 clusters Score -1700706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1700704.375000 Penalty: 3166.654785
	Iteration 50Q: 3 clusters Score -1700704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1700709.375000 Penalty: 3166.654785
	Iteration 51Q: 3 clusters Score -1700709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1700708.875000 Penalty: 3166.654785
	Iteration 52Q: 3 clusters Score -1700709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1700708.625000 Penalty: 3166.654785
	Iteration 53Q: 3 clusters Score -1700709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1700708.875000 Penalty: 3166.654785
	Iteration 54Q: 3 clusters Score -1700709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1700710.625000 Penalty: 3166.654785
	Iteration 55Q: 3 clusters Score -1700711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1700708.875000 Penalty: 3166.654785
	Iteration 56Q: 3 clusters Score -1700709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1700707.750000 Penalty: 3166.654785
	Iteration 57Q: 3 clusters Score -1700708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1700709.625000 Penalty: 3166.654785
	Iteration 58Q: 3 clusters Score -1700710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1700707.000000 Penalty: 3166.654785
	Iteration 59Q: 3 clusters Score -1700707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1700707.000000 Penalty: 3166.654785
	Iteration 60F: 3 clusters Score -1700707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Entering Unmasked Estep 
Score: -2087454.625000 Penalty: 1608.232544
	Iteration 0F: 2 clusters Score -2087455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2073851.250000 Penalty: 3216.465088
	Iteration 0F: 3 clusters Score -2073851 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2078575.750000 Penalty: 3216.465088
	Iteration 1F: 3 clusters Score -2078576 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2078913.875000 Penalty: 3216.465088
	Iteration 2Q: 3 clusters Score -2078914 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2079326.125000 Penalty: 3216.465088
	Iteration 3Q: 3 clusters Score -2079326 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2079865.625000 Penalty: 3216.465088
	Iteration 4F: 3 clusters Score -2079866 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2080659.125000 Penalty: 3216.465088
	Iteration 5F: 3 clusters Score -2080659 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2081668.875000 Penalty: 3216.465088
	Iteration 6F: 3 clusters Score -2081669 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2082734.500000 Penalty: 3216.465088
	Iteration 7F: 3 clusters Score -2082734 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2083818.000000 Penalty: 3216.465088
	Iteration 8F: 3 clusters Score -2083818 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2084764.250000 Penalty: 3216.465088
	Iteration 9F: 3 clusters Score -2084764 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2085465.625000 Penalty: 3216.465088
	Iteration 10Q: 3 clusters Score -2085466 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2085763.625000 Penalty: 3216.465088
	Iteration 11Q: 3 clusters Score -2085764 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2085881.875000 Penalty: 3216.465088
	Iteration 12Q: 3 clusters Score -2085882 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2085944.875000 Penalty: 3216.465088
	Iteration 13Q: 3 clusters Score -2085945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2085993.125000 Penalty: 3216.465088
	Iteration 14Q: 3 clusters Score -2085993 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2086022.000000 Penalty: 3216.465088
	Iteration 15Q: 3 clusters Score -2086022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2086050.625000 Penalty: 3216.465088
	Iteration 16Q: 3 clusters Score -2086051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2086067.250000 Penalty: 3216.465088
	Iteration 17Q: 3 clusters Score -2086067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2086080.250000 Penalty: 3216.465088
	Iteration 18Q: 3 clusters Score -2086080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2086088.500000 Penalty: 3216.465088
	Iteration 19Q: 3 clusters Score -2086088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2086102.250000 Penalty: 3216.465088
	Iteration 20F: 3 clusters Score -2086102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2086114.500000 Penalty: 3216.465088
	Iteration 21Q: 3 clusters Score -2086114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2086132.000000 Penalty: 3216.465088
	Iteration 22Q: 3 clusters Score -2086132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2086145.500000 Penalty: 3216.465088
	Iteration 23Q: 3 clusters Score -2086146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2086149.750000 Penalty: 3216.465088
	Iteration 24Q: 3 clusters Score -2086150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2086155.125000 Penalty: 3216.465088
	Iteration 25Q: 3 clusters Score -2086155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2086171.625000 Penalty: 3216.465088
	Iteration 26Q: 3 clusters Score -2086172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2086183.375000 Penalty: 3216.465088
	Iteration 27Q: 3 clusters Score -2086183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2086191.000000 Penalty: 3216.465088
	Iteration 28Q: 3 clusters Score -2086191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2086199.250000 Penalty: 3216.465088
	Iteration 29Q: 3 clusters Score -2086199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2086208.625000 Penalty: 3216.465088
	Iteration 30Q: 3 clusters Score -2086209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2086212.250000 Penalty: 3216.465088
	Iteration 31Q: 3 clusters Score -2086212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2086216.875000 Penalty: 3216.465088
	Iteration 32Q: 3 clusters Score -2086217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2086219.750000 Penalty: 3216.465088
	Iteration 33Q: 3 clusters Score -2086220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2086220.875000 Penalty: 3216.465088
	Iteration 34Q: 3 clusters Score -2086221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2086229.000000 Penalty: 3216.465088
	Iteration 35Q: 3 clusters Score -2086229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2086233.375000 Penalty: 3216.465088
	Iteration 36Q: 3 clusters Score -2086233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2086233.875000 Penalty: 3216.465088
	Iteration 37Q: 3 clusters Score -2086234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2086239.250000 Penalty: 3216.465088
	Iteration 38Q: 3 clusters Score -2086239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2086240.250000 Penalty: 3216.465088
	Iteration 39Q: 3 clusters Score -2086240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2086239.000000 Penalty: 3216.465088
	Iteration 40F: 3 clusters Score -2086239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2086240.875000 Penalty: 3216.465088
	Iteration 41Q: 3 clusters Score -2086241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2086249.750000 Penalty: 3216.465088
	Iteration 42Q: 3 clusters Score -2086250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2086257.000000 Penalty: 3216.465088
	Iteration 43Q: 3 clusters Score -2086257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2086258.875000 Penalty: 3216.465088
	Iteration 44Q: 3 clusters Score -2086259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2086271.625000 Penalty: 3216.465088
	Iteration 45Q: 3 clusters Score -2086272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2086281.000000 Penalty: 3216.465088
	Iteration 46Q: 3 clusters Score -2086281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2086285.125000 Penalty: 3216.465088
	Iteration 47Q: 3 clusters Score -2086285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2086281.750000 Penalty: 3216.465088
	Iteration 48Q: 3 clusters Score -2086282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2086292.500000 Penalty: 3216.465088
	Iteration 49Q: 3 clusters Score -2086292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2086294.000000 Penalty: 3216.465088
	Iteration 50Q: 3 clusters Score -2086294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2086299.500000 Penalty: 3216.465088
	Iteration 51Q: 3 clusters Score -2086300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2086301.375000 Penalty: 3216.465088
	Iteration 52Q: 3 clusters Score -2086301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2086300.750000 Penalty: 3216.465088
	Iteration 53Q: 3 clusters Score -2086301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2086302.625000 Penalty: 3216.465088
	Iteration 54Q: 3 clusters Score -2086303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2086304.000000 Penalty: 3216.465088
	Iteration 55Q: 3 clusters Score -2086304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2086307.750000 Penalty: 3216.465088
	Iteration 56Q: 3 clusters Score -2086308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2086306.000000 Penalty: 3216.465088
	Iteration 57Q: 3 clusters Score -2086306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2086307.250000 Penalty: 3216.465088
	Iteration 58Q: 3 clusters Score -2086307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2086309.875000 Penalty: 3216.465088
	Iteration 59Q: 3 clusters Score -2086310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2086315.250000 Penalty: 3216.465088
	Iteration 60F: 3 clusters Score -2086315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2086314.875000 Penalty: 3216.465088
	Iteration 61Q: 3 clusters Score -2086315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2086313.750000 Penalty: 3216.465088
	Iteration 62Q: 3 clusters Score -2086314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2086312.750000 Penalty: 3216.465088
	Iteration 63Q: 3 clusters Score -2086313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2086315.000000 Penalty: 3216.465088
	Iteration 64Q: 3 clusters Score -2086315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2086315.125000 Penalty: 3216.465088
	Iteration 65Q: 3 clusters Score -2086315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2086317.750000 Penalty: 3216.465088
	Iteration 66Q: 3 clusters Score -2086318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2086316.750000 Penalty: 3216.465088
	Iteration 67Q: 3 clusters Score -2086317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2086319.375000 Penalty: 3216.465088
	Iteration 68Q: 3 clusters Score -2086319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2086320.375000 Penalty: 3216.465088
	Iteration 69Q: 3 clusters Score -2086320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2086320.000000 Penalty: 3216.465088
	Iteration 70Q: 3 clusters Score -2086320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2086322.250000 Penalty: 3216.465088
	Iteration 71Q: 3 clusters Score -2086322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2086319.500000 Penalty: 3216.465088
	Iteration 72Q: 3 clusters Score -2086320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2086322.125000 Penalty: 3216.465088
	Iteration 73Q: 3 clusters Score -2086322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2086324.625000 Penalty: 3216.465088
	Iteration 74Q: 3 clusters Score -2086325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2086324.875000 Penalty: 3216.465088
	Iteration 75Q: 3 clusters Score -2086325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2086329.250000 Penalty: 3216.465088
	Iteration 76Q: 3 clusters Score -2086329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2086329.875000 Penalty: 3216.465088
	Iteration 77Q: 3 clusters Score -2086330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2086338.625000 Penalty: 3216.465088
	Iteration 78Q: 3 clusters Score -2086339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2086336.750000 Penalty: 3216.465088
	Iteration 79Q: 3 clusters Score -2086337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2086336.750000 Penalty: 3216.465088
	Iteration 80F: 3 clusters Score -2086337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2086337.625000 Penalty: 3216.465088
	Iteration 81Q: 3 clusters Score -2086338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2086338.250000 Penalty: 3216.465088
	Iteration 82Q: 3 clusters Score -2086338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2086341.625000 Penalty: 3216.465088
	Iteration 83Q: 3 clusters Score -2086342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2086342.875000 Penalty: 3216.465088
	Iteration 84Q: 3 clusters Score -2086343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2086344.625000 Penalty: 3216.465088
	Iteration 85Q: 3 clusters Score -2086345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2086345.250000 Penalty: 3216.465088
	Iteration 86Q: 3 clusters Score -2086345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2086341.000000 Penalty: 3216.465088
	Iteration 87Q: 3 clusters Score -2086341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2086343.875000 Penalty: 3216.465088
	Iteration 88Q: 3 clusters Score -2086344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2086345.750000 Penalty: 3216.465088
	Iteration 89Q: 3 clusters Score -2086346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2086347.750000 Penalty: 3216.465088
	Iteration 90Q: 3 clusters Score -2086348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2086350.625000 Penalty: 3216.465088
	Iteration 91Q: 3 clusters Score -2086351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2086352.125000 Penalty: 3216.465088
	Iteration 92Q: 3 clusters Score -2086352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2086354.125000 Penalty: 3216.465088
	Iteration 93Q: 3 clusters Score -2086354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2086355.875000 Penalty: 3216.465088
	Iteration 94Q: 3 clusters Score -2086356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2086356.500000 Penalty: 3216.465088
	Iteration 95Q: 3 clusters Score -2086356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2086358.250000 Penalty: 3216.465088
	Iteration 96Q: 3 clusters Score -2086358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2086358.750000 Penalty: 3216.465088
	Iteration 97Q: 3 clusters Score -2086359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2086358.750000 Penalty: 3216.465088
	Iteration 98Q: 3 clusters Score -2086359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2086358.750000 Penalty: 3216.465088
	Iteration 99F: 3 clusters Score -2086359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Entering Unmasked Estep 
Score: -7000293.500000 Penalty: 1803.725098
	Iteration 0F: 2 clusters Score -7000294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -6955860.000000 Penalty: 3607.450195
	Iteration 0F: 3 clusters Score -6955860 nChanged 31406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -6974530.500000 Penalty: 3607.450195
	Iteration 1F: 3 clusters Score -6974530 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -6976021.500000 Penalty: 3607.450195
	Iteration 2F: 3 clusters Score -6976022 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -6978396.500000 Penalty: 3607.450195
	Iteration 3F: 3 clusters Score -6978396 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -6981903.000000 Penalty: 3607.450195
	Iteration 4F: 3 clusters Score -6981903 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -6986100.500000 Penalty: 3607.450195
	Iteration 5F: 3 clusters Score -6986100 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -6990188.500000 Penalty: 3607.450195
	Iteration 6F: 3 clusters Score -6990188 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -6993574.000000 Penalty: 3607.450195
	Iteration 7F: 3 clusters Score -6993574 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -6995916.500000 Penalty: 3607.450195
	Iteration 8Q: 3 clusters Score -6995916 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -6997284.500000 Penalty: 3607.450195
	Iteration 9Q: 3 clusters Score -6997284 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6997970.500000 Penalty: 3607.450195
	Iteration 10Q: 3 clusters Score -6997970 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -6998335.500000 Penalty: 3607.450195
	Iteration 11Q: 3 clusters Score -6998336 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -6998533.000000 Penalty: 3607.450195
	Iteration 12Q: 3 clusters Score -6998533 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -6998662.500000 Penalty: 3607.450195
	Iteration 13Q: 3 clusters Score -6998662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -6998754.500000 Penalty: 3607.450195
	Iteration 14Q: 3 clusters Score -6998754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -6998820.000000 Penalty: 3607.450195
	Iteration 15Q: 3 clusters Score -6998820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -6998880.000000 Penalty: 3607.450195
	Iteration 16Q: 3 clusters Score -6998880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -6998904.500000 Penalty: 3607.450195
	Iteration 17Q: 3 clusters Score -6998904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -6998923.000000 Penalty: 3607.450195
	Iteration 18Q: 3 clusters Score -6998923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -6998939.500000 Penalty: 3607.450195
	Iteration 19Q: 3 clusters Score -6998940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -6998958.000000 Penalty: 3607.450195
	Iteration 20F: 3 clusters Score -6998958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -6998958.500000 Penalty: 3607.450195
	Iteration 21Q: 3 clusters Score -6998958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -6998966.000000 Penalty: 3607.450195
	Iteration 22Q: 3 clusters Score -6998966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -6998970.500000 Penalty: 3607.450195
	Iteration 23Q: 3 clusters Score -6998970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -6998985.500000 Penalty: 3607.450195
	Iteration 24Q: 3 clusters Score -6998986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -6998985.500000 Penalty: 3607.450195
	Iteration 25Q: 3 clusters Score -6998986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -6998983.000000 Penalty: 3607.450195
	Iteration 26Q: 3 clusters Score -6998983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -6998983.000000 Penalty: 3607.450195
	Iteration 27Q: 3 clusters Score -6998983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -6998992.500000 Penalty: 3607.450195
	Iteration 28Q: 3 clusters Score -6998992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -6998997.000000 Penalty: 3607.450195
	Iteration 29Q: 3 clusters Score -6998997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -6998992.500000 Penalty: 3607.450195
	Iteration 30Q: 3 clusters Score -6998992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -6999002.500000 Penalty: 3607.450195
	Iteration 31Q: 3 clusters Score -6999002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -6999004.000000 Penalty: 3607.450195
	Iteration 32Q: 3 clusters Score -6999004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -6999004.500000 Penalty: 3607.450195
	Iteration 33Q: 3 clusters Score -6999004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -6998999.500000 Penalty: 3607.450195
	Iteration 34Q: 3 clusters Score -6999000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -6998998.500000 Penalty: 3607.450195
	Iteration 35Q: 3 clusters Score -6998998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -6999002.000000 Penalty: 3607.450195
	Iteration 36Q: 3 clusters Score -6999002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -6999001.500000 Penalty: 3607.450195
	Iteration 37Q: 3 clusters Score -6999002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -6999001.500000 Penalty: 3607.450195
	Iteration 38F: 3 clusters Score -6999002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -329896.125000 Penalty: 1314.441284
	Iteration 0F: 2 clusters Score -329896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -327040.500000 Penalty: 2628.882568
	Iteration 0F: 3 clusters Score -327040.5 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -327713.718750 Penalty: 2628.882568
	Iteration 1F: 3 clusters Score -327713.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -327842.468750 Penalty: 2628.882568
	Iteration 2F: 3 clusters Score -327842.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -327925.875000 Penalty: 2628.882568
	Iteration 3F: 3 clusters Score -327925.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -327972.375000 Penalty: 2628.882568
	Iteration 4Q: 3 clusters Score -327972.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -328014.406250 Penalty: 2628.882568
	Iteration 5Q: 3 clusters Score -328014.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -328039.000000 Penalty: 2628.882568
	Iteration 6Q: 3 clusters Score -328039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -328060.718750 Penalty: 2628.882568
	Iteration 7Q: 3 clusters Score -328060.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -328078.781250 Penalty: 2628.882568
	Iteration 8Q: 3 clusters Score -328078.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -328091.968750 Penalty: 2628.882568
	Iteration 9Q: 3 clusters Score -328092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -328107.562500 Penalty: 2628.882568
	Iteration 10Q: 3 clusters Score -328107.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -328119.156250 Penalty: 2628.882568
	Iteration 11Q: 3 clusters Score -328119.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -328132.750000 Penalty: 2628.882568
	Iteration 12Q: 3 clusters Score -328132.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -328145.625000 Penalty: 2628.882568
	Iteration 13Q: 3 clusters Score -328145.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -328159.437500 Penalty: 2628.882568
	Iteration 14Q: 3 clusters Score -328159.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -328175.281250 Penalty: 2628.882568
	Iteration 15Q: 3 clusters Score -328175.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -328197.500000 Penalty: 2628.882568
	Iteration 16Q: 3 clusters Score -328197.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -328224.937500 Penalty: 2628.882568
	Iteration 17Q: 3 clusters Score -328224.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -328257.875000 Penalty: 2628.882568
	Iteration 18Q: 3 clusters Score -328257.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -328286.343750 Penalty: 2628.882568
	Iteration 19Q: 3 clusters Score -328286.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -328325.687500 Penalty: 2628.882568
	Iteration 20F: 3 clusters Score -328325.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -328361.156250 Penalty: 2628.882568
	Iteration 21Q: 3 clusters Score -328361.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -328408.000000 Penalty: 2628.882568
	Iteration 22Q: 3 clusters Score -328408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -328455.625000 Penalty: 2628.882568
	Iteration 23Q: 3 clusters Score -328455.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -328508.062500 Penalty: 2628.882568
	Iteration 24Q: 3 clusters Score -328508.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -328537.593750 Penalty: 2628.882568
	Iteration 25Q: 3 clusters Score -328537.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -328566.000000 Penalty: 2628.882568
	Iteration 26Q: 3 clusters Score -328566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -328596.875000 Penalty: 2628.882568
	Iteration 27Q: 3 clusters Score -328596.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -328624.000000 Penalty: 2628.882568
	Iteration 28Q: 3 clusters Score -328624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -328647.750000 Penalty: 2628.882568
	Iteration 29Q: 3 clusters Score -328647.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -328669.000000 Penalty: 2628.882568
	Iteration 30Q: 3 clusters Score -328669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -328675.718750 Penalty: 2628.882568
	Iteration 31Q: 3 clusters Score -328675.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -328681.437500 Penalty: 2628.882568
	Iteration 32Q: 3 clusters Score -328681.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -328694.906250 Penalty: 2628.882568
	Iteration 33Q: 3 clusters Score -328694.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -328705.031250 Penalty: 2628.882568
	Iteration 34Q: 3 clusters Score -328705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -328719.968750 Penalty: 2628.882568
	Iteration 35Q: 3 clusters Score -328720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -328731.062500 Penalty: 2628.882568
	Iteration 36Q: 3 clusters Score -328731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -328739.218750 Penalty: 2628.882568
	Iteration 37Q: 3 clusters Score -328739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -328746.031250 Penalty: 2628.882568
	Iteration 38Q: 3 clusters Score -328746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -328755.593750 Penalty: 2628.882568
	Iteration 39Q: 3 clusters Score -328755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -328767.500000 Penalty: 2628.882568
	Iteration 40F: 3 clusters Score -328767.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -328774.562500 Penalty: 2628.882568
	Iteration 41Q: 3 clusters Score -328774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -328781.343750 Penalty: 2628.882568
	Iteration 42Q: 3 clusters Score -328781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -328783.500000 Penalty: 2628.882568
	Iteration 43Q: 3 clusters Score -328783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -328785.062500 Penalty: 2628.882568
	Iteration 44Q: 3 clusters Score -328785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -328787.718750 Penalty: 2628.882568
	Iteration 45Q: 3 clusters Score -328787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -328792.718750 Penalty: 2628.882568
	Iteration 46Q: 3 clusters Score -328792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -328797.875000 Penalty: 2628.882568
	Iteration 47Q: 3 clusters Score -328797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -328800.125000 Penalty: 2628.882568
	Iteration 48Q: 3 clusters Score -328800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -328801.343750 Penalty: 2628.882568
	Iteration 49Q: 3 clusters Score -328801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -328802.218750 Penalty: 2628.882568
	Iteration 50Q: 3 clusters Score -328802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -328804.062500 Penalty: 2628.882568
	Iteration 51Q: 3 clusters Score -328804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -328804.750000 Penalty: 2628.882568
	Iteration 52Q: 3 clusters Score -328804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -328806.656250 Penalty: 2628.882568
	Iteration 53Q: 3 clusters Score -328806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -328808.843750 Penalty: 2628.882568
	Iteration 54Q: 3 clusters Score -328808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -328811.343750 Penalty: 2628.882568
	Iteration 55Q: 3 clusters Score -328811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -328813.187500 Penalty: 2628.882568
	Iteration 56Q: 3 clusters Score -328813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -328815.875000 Penalty: 2628.882568
	Iteration 57Q: 3 clusters Score -328815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -328815.906250 Penalty: 2628.882568
	Iteration 58Q: 3 clusters Score -328815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -328815.906250 Penalty: 2628.882568
	Iteration 59F: 3 clusters Score -328815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 30985 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 14 contains 10001 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30263 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 155192 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93882 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19867 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067920.000000 Penalty: 111104.703125
Iteration 199Q: 49 clusters Score -1.540679e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 21576 members 
Mstep: Class 4 contains 53451 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118349 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17180 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30260 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37668 members 
Mstep: Class 20 contains 155186 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80344 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93909 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7437 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168864 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111551 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29635 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19868 members 
Mstep: Class 47 contains 66160 members 
Mstep: Class 48 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067872.000000 Penalty: 111104.703125
Iteration 200F: 49 clusters Score -1.540679e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21571 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118346 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17171 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 191752 members 
Mstep: Class 16 contains 30255 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37669 members 
Mstep: Class 20 contains 155188 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93934 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168865 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111552 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29629 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66160 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067888.000000 Penalty: 111104.703125
Iteration 201Q: 49 clusters Score -1.540679e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21565 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118345 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 17158 members 
Mstep: Class 14 contains 10004 members 
Mstep: Class 15 contains 191749 members 
Mstep: Class 16 contains 30253 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 155187 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80347 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93956 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168861 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29631 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067872.000000 Penalty: 111104.703125
Iteration 202Q: 49 clusters Score -1.540679e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21559 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30983 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118343 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 17148 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 191746 members 
Mstep: Class 16 contains 30252 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 155189 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80347 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93977 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168856 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111547 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29629 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19870 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067920.000000 Penalty: 111104.703125
Iteration 203Q: 49 clusters Score -1.540679e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21556 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118343 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17140 members 
Mstep: Class 14 contains 10006 members 
Mstep: Class 15 contains 191743 members 
Mstep: Class 16 contains 30248 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29933 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 155193 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 93991 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168855 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111547 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29627 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19870 members 
Mstep: Class 47 contains 66160 members 
Mstep: Class 48 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067968.000000 Penalty: 111104.703125
Iteration 204Q: 49 clusters Score -1.54068e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21552 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118341 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17129 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 191744 members 
Mstep: Class 16 contains 30246 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29933 members 
Mstep: Class 19 contains 37685 members 
Mstep: Class 20 contains 155196 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80344 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94007 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168855 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 111549 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29624 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19870 members 
Mstep: Class 47 contains 66160 members 
Mstep: Class 48 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067888.000000 Penalty: 111104.703125
Iteration 205Q: 49 clusters Score -1.540679e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21540 members 
Mstep: Class 4 contains 53451 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118343 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15394 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 10013 members 
Mstep: Class 15 contains 191742 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37688 members 
Mstep: Class 20 contains 155196 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80344 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94034 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168855 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 111551 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29624 members 
Mstep: Class 44 contains 1906 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067920.000000 Penalty: 111104.703125
Iteration 206Q: 49 clusters Score -1.540679e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21528 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30984 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118347 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17099 members 
Mstep: Class 14 contains 10015 members 
Mstep: Class 15 contains 191743 members 
Mstep: Class 16 contains 30242 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29932 members 
Mstep: Class 19 contains 37692 members 
Mstep: Class 20 contains 155199 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 80345 members 
Mstep: Class 30 contains 5539 members 
Mstep: Class 31 contains 94057 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168851 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29624 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66160 members 
Mstep: Class 48 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 111104.703125
Iteration 207Q: 49 clusters Score -1.540678e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21519 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30983 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118351 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 17077 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 191753 members 
Mstep: Class 16 contains 30241 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37699 members 
Mstep: Class 20 contains 155200 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5450 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 80347 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94079 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168841 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 111548 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29627 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66161 members 
Mstep: Class 48 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067968.000000 Penalty: 111104.703125
Iteration 208Q: 49 clusters Score -1.54068e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30981 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72743 members 
Mstep: Class 8 contains 118353 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17057 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 191754 members 
Mstep: Class 16 contains 30241 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37704 members 
Mstep: Class 20 contains 155202 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5449 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94104 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168838 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 111551 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29627 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19869 members 
Mstep: Class 47 contains 66160 members 
Mstep: Class 48 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 209Q: 49 clusters Score -1.540678e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30982 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72742 members 
Mstep: Class 8 contains 118351 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15389 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 17037 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 191752 members 
Mstep: Class 16 contains 30242 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37709 members 
Mstep: Class 20 contains 155203 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94123 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168837 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29626 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19868 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067840.000000 Penalty: 111104.703125
Iteration 210Q: 49 clusters Score -1.540678e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21515 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30981 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72743 members 
Mstep: Class 8 contains 118350 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17023 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 191757 members 
Mstep: Class 16 contains 30243 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37712 members 
Mstep: Class 20 contains 155210 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94137 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168830 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29629 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19868 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067872.000000 Penalty: 111104.703125
Iteration 211Q: 49 clusters Score -1.540679e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30979 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118348 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 17002 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 191763 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 155210 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94153 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168828 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111553 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29628 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17044 members 
Mstep: Class 46 contains 19866 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067888.000000 Penalty: 111104.703125
Iteration 212Q: 49 clusters Score -1.540679e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21516 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118347 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16989 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 191762 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 155212 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94162 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168830 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111554 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29628 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067856.000000 Penalty: 111104.703125
Iteration 213Q: 49 clusters Score -1.540679e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 21511 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118345 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16979 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 191761 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 155214 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94180 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168831 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111555 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29624 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 111104.703125
Iteration 214Q: 49 clusters Score -1.540678e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 21517 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72743 members 
Mstep: Class 8 contains 118341 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16960 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 191762 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 155215 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94191 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168836 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29617 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067888.000000 Penalty: 111104.703125
Iteration 215Q: 49 clusters Score -1.540679e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 21523 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30977 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 72743 members 
Mstep: Class 8 contains 118334 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16941 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 191768 members 
Mstep: Class 16 contains 30244 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 155219 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80348 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94202 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168833 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29611 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19865 members 
Mstep: Class 47 contains 66159 members 
Mstep: Class 48 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067840.000000 Penalty: 111104.703125
Iteration 216Q: 49 clusters Score -1.540678e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 21522 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 3416 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118335 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16920 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 191769 members 
Mstep: Class 16 contains 30243 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 155226 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80347 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94214 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168834 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29610 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19864 members 
Mstep: Class 47 contains 66158 members 
Mstep: Class 48 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 217Q: 49 clusters Score -1.540678e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 21514 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118335 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16904 members 
Mstep: Class 14 contains 10044 members 
Mstep: Class 15 contains 191768 members 
Mstep: Class 16 contains 30242 members 
Mstep: Class 17 contains 5645 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37714 members 
Mstep: Class 20 contains 155229 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5447 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94234 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168838 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111559 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29609 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19861 members 
Mstep: Class 47 contains 66157 members 
Mstep: Class 48 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 218Q: 49 clusters Score -1.540677e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 21504 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30977 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118336 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16879 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 191773 members 
Mstep: Class 16 contains 30240 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37714 members 
Mstep: Class 20 contains 155233 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5446 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94267 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168841 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111558 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29608 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19855 members 
Mstep: Class 47 contains 66157 members 
Mstep: Class 48 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 219Q: 49 clusters Score -1.540678e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 21510 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30976 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118332 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 16848 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 191783 members 
Mstep: Class 16 contains 30234 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37714 members 
Mstep: Class 20 contains 155235 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 80340 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94295 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168843 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19850 members 
Mstep: Class 47 contains 66156 members 
Mstep: Class 48 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 220F: 49 clusters Score -1.540677e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30975 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118330 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 16812 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 191792 members 
Mstep: Class 16 contains 30233 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37716 members 
Mstep: Class 20 contains 155234 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 80340 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94318 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7436 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168842 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29599 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19845 members 
Mstep: Class 47 contains 66156 members 
Mstep: Class 48 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 221Q: 49 clusters Score -1.540678e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 21529 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30973 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118331 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16770 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 191799 members 
Mstep: Class 16 contains 30231 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37716 members 
Mstep: Class 20 contains 155230 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 80340 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94351 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168847 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29602 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19842 members 
Mstep: Class 47 contains 66156 members 
Mstep: Class 48 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 222Q: 49 clusters Score -1.540677e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 21532 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30972 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118329 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16733 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 191804 members 
Mstep: Class 16 contains 30232 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37716 members 
Mstep: Class 20 contains 155229 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 80339 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94386 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7438 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168848 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29600 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19838 members 
Mstep: Class 47 contains 66156 members 
Mstep: Class 48 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 223Q: 49 clusters Score -1.540677e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 11903 members 
Mstep: Class 3 contains 21544 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30973 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118327 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 16700 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 191809 members 
Mstep: Class 16 contains 30230 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37717 members 
Mstep: Class 20 contains 155238 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94417 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 7439 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168842 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2342 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7633 members 
Mstep: Class 43 contains 29591 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19831 members 
Mstep: Class 47 contains 66154 members 
Mstep: Class 48 contains 3229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 224Q: 49 clusters Score -1.540677e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 21558 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118324 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 191812 members 
Mstep: Class 16 contains 30226 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 155236 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94443 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 7440 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168845 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29588 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19825 members 
Mstep: Class 47 contains 66152 members 
Mstep: Class 48 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 225Q: 49 clusters Score -1.540677e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21583 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118322 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 16623 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 191820 members 
Mstep: Class 16 contains 30224 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 155238 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94457 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168846 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 111563 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29584 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19821 members 
Mstep: Class 47 contains 66152 members 
Mstep: Class 48 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 226Q: 49 clusters Score -1.540677e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118323 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16580 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 15 contains 191820 members 
Mstep: Class 16 contains 30222 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 155237 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94467 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168848 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111564 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29591 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19818 members 
Mstep: Class 47 contains 66155 members 
Mstep: Class 48 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 227Q: 49 clusters Score -1.540677e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21608 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30975 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118322 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 191825 members 
Mstep: Class 16 contains 30222 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 155232 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80339 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94493 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168848 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111565 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29596 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19817 members 
Mstep: Class 47 contains 66156 members 
Mstep: Class 48 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 111104.703125
Iteration 228Q: 49 clusters Score -1.540676e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21606 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118319 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16528 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 191829 members 
Mstep: Class 16 contains 30222 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 155229 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94521 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168853 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111567 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29601 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19811 members 
Mstep: Class 47 contains 66155 members 
Mstep: Class 48 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 229Q: 49 clusters Score -1.540675e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21610 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30972 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118316 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16498 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 191831 members 
Mstep: Class 16 contains 30222 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 155224 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94550 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168860 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111570 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29601 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19806 members 
Mstep: Class 47 contains 66155 members 
Mstep: Class 48 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 230Q: 49 clusters Score -1.540676e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21601 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30972 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118314 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 16471 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 191839 members 
Mstep: Class 16 contains 30222 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 155219 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94583 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168864 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111569 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29604 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19803 members 
Mstep: Class 47 contains 66154 members 
Mstep: Class 48 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 231Q: 49 clusters Score -1.540676e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21592 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118308 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 16449 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 191846 members 
Mstep: Class 16 contains 30223 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 155217 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94614 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168867 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111566 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19803 members 
Mstep: Class 47 contains 66153 members 
Mstep: Class 48 contains 3223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067360.000000 Penalty: 111104.703125
Iteration 232Q: 49 clusters Score -1.540674e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21588 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118309 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 16428 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 191845 members 
Mstep: Class 16 contains 30222 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 155218 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94637 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168869 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111570 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29607 members 
Mstep: Class 44 contains 1906 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19802 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 233Q: 49 clusters Score -1.540674e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 21590 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118307 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16398 members 
Mstep: Class 14 contains 10088 members 
Mstep: Class 15 contains 191848 members 
Mstep: Class 16 contains 30221 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 155218 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94658 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168865 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111570 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29611 members 
Mstep: Class 44 contains 1906 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19799 members 
Mstep: Class 47 contains 66153 members 
Mstep: Class 48 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 234Q: 49 clusters Score -1.540674e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21590 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118307 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16371 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 15 contains 191847 members 
Mstep: Class 16 contains 30223 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37727 members 
Mstep: Class 20 contains 155215 members 
Mstep: Class 21 contains 8226 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94689 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168862 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111567 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29616 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19796 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 235Q: 49 clusters Score -1.540675e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16348 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 191844 members 
Mstep: Class 16 contains 30223 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37730 members 
Mstep: Class 20 contains 155216 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94715 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111563 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29623 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19792 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 236Q: 49 clusters Score -1.540674e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21592 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118305 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16325 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191843 members 
Mstep: Class 16 contains 30221 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37732 members 
Mstep: Class 20 contains 155218 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94741 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168856 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29627 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19790 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 237Q: 49 clusters Score -1.540674e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118305 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16308 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191844 members 
Mstep: Class 16 contains 30219 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 155221 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94757 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168850 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111563 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29629 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17048 members 
Mstep: Class 46 contains 19788 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067360.000000 Penalty: 111104.703125
Iteration 238Q: 49 clusters Score -1.540674e+08 nChanged 75
Entering ConstructFrom: 
Score: -154067360.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Entering Unmasked Estep 
Score: -3567264.500000 Penalty: 1700.893677
	Iteration 0F: 2 clusters Score -3567264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3543650.250000 Penalty: 3401.787354
	Iteration 0F: 3 clusters Score -3543650 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3552806.750000 Penalty: 3401.787354
	Iteration 1F: 3 clusters Score -3552807 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3553465.500000 Penalty: 3401.787354
	Iteration 2Q: 3 clusters Score -3553466 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3554347.000000 Penalty: 3401.787354
	Iteration 3F: 3 clusters Score -3554347 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3555555.750000 Penalty: 3401.787354
	Iteration 4F: 3 clusters Score -3555556 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3557238.000000 Penalty: 3401.787354
	Iteration 5F: 3 clusters Score -3557238 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3558994.000000 Penalty: 3401.787354
	Iteration 6F: 3 clusters Score -3558994 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3560431.500000 Penalty: 3401.787354
	Iteration 7F: 3 clusters Score -3560432 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3561448.000000 Penalty: 3401.787354
	Iteration 8F: 3 clusters Score -3561448 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3562235.500000 Penalty: 3401.787354
	Iteration 9Q: 3 clusters Score -3562236 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3562971.500000 Penalty: 3401.787354
	Iteration 10Q: 3 clusters Score -3562972 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3563645.750000 Penalty: 3401.787354
	Iteration 11Q: 3 clusters Score -3563646 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3564209.750000 Penalty: 3401.787354
	Iteration 12Q: 3 clusters Score -3564210 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3564562.000000 Penalty: 3401.787354
	Iteration 13Q: 3 clusters Score -3564562 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3564846.000000 Penalty: 3401.787354
	Iteration 14Q: 3 clusters Score -3564846 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3565076.750000 Penalty: 3401.787354
	Iteration 15Q: 3 clusters Score -3565077 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3565206.750000 Penalty: 3401.787354
	Iteration 16Q: 3 clusters Score -3565207 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3565314.000000 Penalty: 3401.787354
	Iteration 17Q: 3 clusters Score -3565314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3565385.750000 Penalty: 3401.787354
	Iteration 18Q: 3 clusters Score -3565386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -3565441.000000 Penalty: 3401.787354
	Iteration 19Q: 3 clusters Score -3565441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3565484.500000 Penalty: 3401.787354
	Iteration 20F: 3 clusters Score -3565484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3565533.000000 Penalty: 3401.787354
	Iteration 21Q: 3 clusters Score -3565533 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3565574.000000 Penalty: 3401.787354
	Iteration 22Q: 3 clusters Score -3565574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3565602.750000 Penalty: 3401.787354
	Iteration 23Q: 3 clusters Score -3565603 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3565646.500000 Penalty: 3401.787354
	Iteration 24Q: 3 clusters Score -3565646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3565678.750000 Penalty: 3401.787354
	Iteration 25Q: 3 clusters Score -3565679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3565715.250000 Penalty: 3401.787354
	Iteration 26Q: 3 clusters Score -3565715 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3565746.000000 Penalty: 3401.787354
	Iteration 27Q: 3 clusters Score -3565746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -3565779.500000 Penalty: 3401.787354
	Iteration 28Q: 3 clusters Score -3565780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3565794.750000 Penalty: 3401.787354
	Iteration 29Q: 3 clusters Score -3565795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3565811.500000 Penalty: 3401.787354
	Iteration 30Q: 3 clusters Score -3565812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3565836.250000 Penalty: 3401.787354
	Iteration 31Q: 3 clusters Score -3565836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3565859.250000 Penalty: 3401.787354
	Iteration 32Q: 3 clusters Score -3565859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3565883.750000 Penalty: 3401.787354
	Iteration 33Q: 3 clusters Score -3565884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3565912.000000 Penalty: 3401.787354
	Iteration 34Q: 3 clusters Score -3565912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -3565944.500000 Penalty: 3401.787354
	Iteration 35Q: 3 clusters Score -3565944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3565962.500000 Penalty: 3401.787354
	Iteration 36Q: 3 clusters Score -3565962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -3566000.250000 Penalty: 3401.787354
	Iteration 37Q: 3 clusters Score -3566000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -3566025.000000 Penalty: 3401.787354
	Iteration 38Q: 3 clusters Score -3566025 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -3566041.250000 Penalty: 3401.787354
	Iteration 39Q: 3 clusters Score -3566041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3566055.500000 Penalty: 3401.787354
	Iteration 40F: 3 clusters Score -3566056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -3566066.250000 Penalty: 3401.787354
	Iteration 41Q: 3 clusters Score -3566066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -3566090.500000 Penalty: 3401.787354
	Iteration 42Q: 3 clusters Score -3566090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3566121.250000 Penalty: 3401.787354
	Iteration 43Q: 3 clusters Score -3566121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -3566132.000000 Penalty: 3401.787354
	Iteration 44Q: 3 clusters Score -3566132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -3566142.750000 Penalty: 3401.787354
	Iteration 45Q: 3 clusters Score -3566143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -3566147.500000 Penalty: 3401.787354
	Iteration 46Q: 3 clusters Score -3566148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -3566158.500000 Penalty: 3401.787354
	Iteration 47Q: 3 clusters Score -3566158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -3566162.500000 Penalty: 3401.787354
	Iteration 48Q: 3 clusters Score -3566162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -3566166.250000 Penalty: 3401.787354
	Iteration 49Q: 3 clusters Score -3566166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -3566175.750000 Penalty: 3401.787354
	Iteration 50Q: 3 clusters Score -3566176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3566180.250000 Penalty: 3401.787354
	Iteration 51Q: 3 clusters Score -3566180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3566193.000000 Penalty: 3401.787354
	Iteration 52Q: 3 clusters Score -3566193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3566193.500000 Penalty: 3401.787354
	Iteration 53Q: 3 clusters Score -3566194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3566199.000000 Penalty: 3401.787354
	Iteration 54Q: 3 clusters Score -3566199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3566205.000000 Penalty: 3401.787354
	Iteration 55Q: 3 clusters Score -3566205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -3566209.750000 Penalty: 3401.787354
	Iteration 56Q: 3 clusters Score -3566210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -3566210.250000 Penalty: 3401.787354
	Iteration 57Q: 3 clusters Score -3566210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3566216.750000 Penalty: 3401.787354
	Iteration 58Q: 3 clusters Score -3566217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3566220.500000 Penalty: 3401.787354
	Iteration 59Q: 3 clusters Score -3566220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3566224.000000 Penalty: 3401.787354
	Iteration 60F: 3 clusters Score -3566224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -3566226.750000 Penalty: 3401.787354
	Iteration 61Q: 3 clusters Score -3566227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -3566234.500000 Penalty: 3401.787354
	Iteration 62Q: 3 clusters Score -3566234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -3566237.250000 Penalty: 3401.787354
	Iteration 63Q: 3 clusters Score -3566237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -3566240.750000 Penalty: 3401.787354
	Iteration 64Q: 3 clusters Score -3566241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3566238.000000 Penalty: 3401.787354
	Iteration 65Q: 3 clusters Score -3566238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3566241.750000 Penalty: 3401.787354
	Iteration 66Q: 3 clusters Score -3566242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3566241.000000 Penalty: 3401.787354
	Iteration 67Q: 3 clusters Score -3566241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -3566239.750000 Penalty: 3401.787354
	Iteration 68Q: 3 clusters Score -3566240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3566239.000000 Penalty: 3401.787354
	Iteration 69Q: 3 clusters Score -3566239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3566239.000000 Penalty: 3401.787354
	Iteration 70F: 3 clusters Score -3566239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Entering Unmasked Estep 
Score: -1239563.625000 Penalty: 1524.934082
	Iteration 0F: 2 clusters Score -1239564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1231138.750000 Penalty: 3049.868164
	Iteration 0F: 3 clusters Score -1231139 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1234096.000000 Penalty: 3049.868164
	Iteration 1F: 3 clusters Score -1234096 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1234503.125000 Penalty: 3049.868164
	Iteration 2F: 3 clusters Score -1234503 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1234927.750000 Penalty: 3049.868164
	Iteration 3F: 3 clusters Score -1234928 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1235462.750000 Penalty: 3049.868164
	Iteration 4F: 3 clusters Score -1235463 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1236085.500000 Penalty: 3049.868164
	Iteration 5F: 3 clusters Score -1236086 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1236770.125000 Penalty: 3049.868164
	Iteration 6F: 3 clusters Score -1236770 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1237331.125000 Penalty: 3049.868164
	Iteration 7F: 3 clusters Score -1237331 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1237724.125000 Penalty: 3049.868164
	Iteration 8Q: 3 clusters Score -1237724 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1238038.250000 Penalty: 3049.868164
	Iteration 9Q: 3 clusters Score -1238038 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1238319.250000 Penalty: 3049.868164
	Iteration 10Q: 3 clusters Score -1238319 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1238495.125000 Penalty: 3049.868164
	Iteration 11Q: 3 clusters Score -1238495 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1238583.875000 Penalty: 3049.868164
	Iteration 12Q: 3 clusters Score -1238584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1238630.375000 Penalty: 3049.868164
	Iteration 13Q: 3 clusters Score -1238630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1238650.750000 Penalty: 3049.868164
	Iteration 14Q: 3 clusters Score -1238651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1238666.250000 Penalty: 3049.868164
	Iteration 15Q: 3 clusters Score -1238666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1238679.375000 Penalty: 3049.868164
	Iteration 16Q: 3 clusters Score -1238679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1238690.875000 Penalty: 3049.868164
	Iteration 17Q: 3 clusters Score -1238691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1238701.125000 Penalty: 3049.868164
	Iteration 18Q: 3 clusters Score -1238701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1238706.375000 Penalty: 3049.868164
	Iteration 19Q: 3 clusters Score -1238706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1238708.625000 Penalty: 3049.868164
	Iteration 20F: 3 clusters Score -1238709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1238705.625000 Penalty: 3049.868164
	Iteration 21Q: 3 clusters Score -1238706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1238710.875000 Penalty: 3049.868164
	Iteration 22Q: 3 clusters Score -1238711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1238708.750000 Penalty: 3049.868164
	Iteration 23Q: 3 clusters Score -1238709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1238708.750000 Penalty: 3049.868164
	Iteration 24Q: 3 clusters Score -1238709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1238708.875000 Penalty: 3049.868164
	Iteration 25Q: 3 clusters Score -1238709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1238708.125000 Penalty: 3049.868164
	Iteration 26Q: 3 clusters Score -1238708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1238709.500000 Penalty: 3049.868164
	Iteration 27Q: 3 clusters Score -1238710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1238711.000000 Penalty: 3049.868164
	Iteration 28Q: 3 clusters Score -1238711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1238709.625000 Penalty: 3049.868164
	Iteration 29Q: 3 clusters Score -1238710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1238709.750000 Penalty: 3049.868164
	Iteration 30Q: 3 clusters Score -1238710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1238711.625000 Penalty: 3049.868164
	Iteration 31Q: 3 clusters Score -1238712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1238713.125000 Penalty: 3049.868164
	Iteration 32Q: 3 clusters Score -1238713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1238713.375000 Penalty: 3049.868164
	Iteration 33Q: 3 clusters Score -1238713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1238713.375000 Penalty: 3049.868164
	Iteration 34F: 3 clusters Score -1238713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Entering Unmasked Estep 
Score: -2270333.750000 Penalty: 1621.792847
	Iteration 0F: 2 clusters Score -2270334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2255698.250000 Penalty: 3243.585693
	Iteration 0F: 3 clusters Score -2255698 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2261154.250000 Penalty: 3243.585693
	Iteration 1F: 3 clusters Score -2261154 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2261565.500000 Penalty: 3243.585693
	Iteration 2Q: 3 clusters Score -2261566 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2261986.500000 Penalty: 3243.585693
	Iteration 3Q: 3 clusters Score -2261986 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2262429.000000 Penalty: 3243.585693
	Iteration 4Q: 3 clusters Score -2262429 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2262886.250000 Penalty: 3243.585693
	Iteration 5Q: 3 clusters Score -2262886 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2263316.500000 Penalty: 3243.585693
	Iteration 6Q: 3 clusters Score -2263316 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2263768.750000 Penalty: 3243.585693
	Iteration 7Q: 3 clusters Score -2263769 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2264277.750000 Penalty: 3243.585693
	Iteration 8Q: 3 clusters Score -2264278 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2264791.250000 Penalty: 3243.585693
	Iteration 9Q: 3 clusters Score -2264791 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2265356.500000 Penalty: 3243.585693
	Iteration 10Q: 3 clusters Score -2265356 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2265765.500000 Penalty: 3243.585693
	Iteration 11Q: 3 clusters Score -2265766 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2266030.000000 Penalty: 3243.585693
	Iteration 12Q: 3 clusters Score -2266030 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2266208.250000 Penalty: 3243.585693
	Iteration 13Q: 3 clusters Score -2266208 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2266346.000000 Penalty: 3243.585693
	Iteration 14Q: 3 clusters Score -2266346 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2266471.250000 Penalty: 3243.585693
	Iteration 15Q: 3 clusters Score -2266471 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2266608.250000 Penalty: 3243.585693
	Iteration 16Q: 3 clusters Score -2266608 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2266756.250000 Penalty: 3243.585693
	Iteration 17Q: 3 clusters Score -2266756 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2266901.000000 Penalty: 3243.585693
	Iteration 18Q: 3 clusters Score -2266901 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2267023.000000 Penalty: 3243.585693
	Iteration 19Q: 3 clusters Score -2267023 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2267132.500000 Penalty: 3243.585693
	Iteration 20F: 3 clusters Score -2267132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2267226.000000 Penalty: 3243.585693
	Iteration 21Q: 3 clusters Score -2267226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2267315.500000 Penalty: 3243.585693
	Iteration 22Q: 3 clusters Score -2267316 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2267366.750000 Penalty: 3243.585693
	Iteration 23Q: 3 clusters Score -2267367 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2267437.500000 Penalty: 3243.585693
	Iteration 24Q: 3 clusters Score -2267438 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2267489.750000 Penalty: 3243.585693
	Iteration 25Q: 3 clusters Score -2267490 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2267540.000000 Penalty: 3243.585693
	Iteration 26Q: 3 clusters Score -2267540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2267604.000000 Penalty: 3243.585693
	Iteration 27Q: 3 clusters Score -2267604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2267665.750000 Penalty: 3243.585693
	Iteration 28Q: 3 clusters Score -2267666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2267723.500000 Penalty: 3243.585693
	Iteration 29Q: 3 clusters Score -2267724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2267760.500000 Penalty: 3243.585693
	Iteration 30Q: 3 clusters Score -2267760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2267800.000000 Penalty: 3243.585693
	Iteration 31Q: 3 clusters Score -2267800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2267830.500000 Penalty: 3243.585693
	Iteration 32Q: 3 clusters Score -2267830 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2267857.250000 Penalty: 3243.585693
	Iteration 33Q: 3 clusters Score -2267857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2267892.250000 Penalty: 3243.585693
	Iteration 34Q: 3 clusters Score -2267892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2267927.750000 Penalty: 3243.585693
	Iteration 35Q: 3 clusters Score -2267928 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2267961.750000 Penalty: 3243.585693
	Iteration 36Q: 3 clusters Score -2267962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2267990.500000 Penalty: 3243.585693
	Iteration 37Q: 3 clusters Score -2267990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2268016.750000 Penalty: 3243.585693
	Iteration 38Q: 3 clusters Score -2268017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2268031.500000 Penalty: 3243.585693
	Iteration 39Q: 3 clusters Score -2268032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2268055.250000 Penalty: 3243.585693
	Iteration 40F: 3 clusters Score -2268055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2268084.000000 Penalty: 3243.585693
	Iteration 41Q: 3 clusters Score -2268084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2268113.250000 Penalty: 3243.585693
	Iteration 42Q: 3 clusters Score -2268113 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2268135.250000 Penalty: 3243.585693
	Iteration 43Q: 3 clusters Score -2268135 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2268156.500000 Penalty: 3243.585693
	Iteration 44Q: 3 clusters Score -2268156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2268173.750000 Penalty: 3243.585693
	Iteration 45Q: 3 clusters Score -2268174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2268195.000000 Penalty: 3243.585693
	Iteration 46Q: 3 clusters Score -2268195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2268201.250000 Penalty: 3243.585693
	Iteration 47Q: 3 clusters Score -2268201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2268223.500000 Penalty: 3243.585693
	Iteration 48Q: 3 clusters Score -2268224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2268227.500000 Penalty: 3243.585693
	Iteration 49Q: 3 clusters Score -2268228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2268236.750000 Penalty: 3243.585693
	Iteration 50Q: 3 clusters Score -2268237 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2268252.500000 Penalty: 3243.585693
	Iteration 51Q: 3 clusters Score -2268252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2268257.750000 Penalty: 3243.585693
	Iteration 52Q: 3 clusters Score -2268258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2268270.000000 Penalty: 3243.585693
	Iteration 53Q: 3 clusters Score -2268270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2268274.500000 Penalty: 3243.585693
	Iteration 54Q: 3 clusters Score -2268274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2268273.500000 Penalty: 3243.585693
	Iteration 55Q: 3 clusters Score -2268274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2268285.250000 Penalty: 3243.585693
	Iteration 56Q: 3 clusters Score -2268285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2268279.500000 Penalty: 3243.585693
	Iteration 57Q: 3 clusters Score -2268280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2268281.750000 Penalty: 3243.585693
	Iteration 58Q: 3 clusters Score -2268282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2268294.250000 Penalty: 3243.585693
	Iteration 59Q: 3 clusters Score -2268294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2268303.250000 Penalty: 3243.585693
	Iteration 60F: 3 clusters Score -2268303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2268302.250000 Penalty: 3243.585693
	Iteration 61Q: 3 clusters Score -2268302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2268306.500000 Penalty: 3243.585693
	Iteration 62Q: 3 clusters Score -2268306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2268308.500000 Penalty: 3243.585693
	Iteration 63Q: 3 clusters Score -2268308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2268310.250000 Penalty: 3243.585693
	Iteration 64Q: 3 clusters Score -2268310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2268310.750000 Penalty: 3243.585693
	Iteration 65Q: 3 clusters Score -2268311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2268311.000000 Penalty: 3243.585693
	Iteration 66Q: 3 clusters Score -2268311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2268318.500000 Penalty: 3243.585693
	Iteration 67Q: 3 clusters Score -2268318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2268322.000000 Penalty: 3243.585693
	Iteration 68Q: 3 clusters Score -2268322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2268321.500000 Penalty: 3243.585693
	Iteration 69Q: 3 clusters Score -2268322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2268326.750000 Penalty: 3243.585693
	Iteration 70Q: 3 clusters Score -2268327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2268332.000000 Penalty: 3243.585693
	Iteration 71Q: 3 clusters Score -2268332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2268334.500000 Penalty: 3243.585693
	Iteration 72Q: 3 clusters Score -2268334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2268336.750000 Penalty: 3243.585693
	Iteration 73Q: 3 clusters Score -2268337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2268335.750000 Penalty: 3243.585693
	Iteration 74Q: 3 clusters Score -2268336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2268339.750000 Penalty: 3243.585693
	Iteration 75Q: 3 clusters Score -2268340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2268345.500000 Penalty: 3243.585693
	Iteration 76Q: 3 clusters Score -2268346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2268352.000000 Penalty: 3243.585693
	Iteration 77Q: 3 clusters Score -2268352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2268347.500000 Penalty: 3243.585693
	Iteration 78Q: 3 clusters Score -2268348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2268356.000000 Penalty: 3243.585693
	Iteration 79Q: 3 clusters Score -2268356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2268362.750000 Penalty: 3243.585693
	Iteration 80F: 3 clusters Score -2268363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2268363.250000 Penalty: 3243.585693
	Iteration 81Q: 3 clusters Score -2268363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2268362.500000 Penalty: 3243.585693
	Iteration 82Q: 3 clusters Score -2268362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2268366.000000 Penalty: 3243.585693
	Iteration 83Q: 3 clusters Score -2268366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2268362.500000 Penalty: 3243.585693
	Iteration 84Q: 3 clusters Score -2268362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2268369.250000 Penalty: 3243.585693
	Iteration 85Q: 3 clusters Score -2268369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2268363.750000 Penalty: 3243.585693
	Iteration 86Q: 3 clusters Score -2268364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2268366.250000 Penalty: 3243.585693
	Iteration 87Q: 3 clusters Score -2268366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2268369.250000 Penalty: 3243.585693
	Iteration 88Q: 3 clusters Score -2268369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2268372.250000 Penalty: 3243.585693
	Iteration 89Q: 3 clusters Score -2268372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2268376.500000 Penalty: 3243.585693
	Iteration 90Q: 3 clusters Score -2268376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2268384.000000 Penalty: 3243.585693
	Iteration 91Q: 3 clusters Score -2268384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2268391.250000 Penalty: 3243.585693
	Iteration 92Q: 3 clusters Score -2268391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2268392.250000 Penalty: 3243.585693
	Iteration 93Q: 3 clusters Score -2268392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2268388.750000 Penalty: 3243.585693
	Iteration 94Q: 3 clusters Score -2268389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2268387.500000 Penalty: 3243.585693
	Iteration 95Q: 3 clusters Score -2268388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2268393.000000 Penalty: 3243.585693
	Iteration 96Q: 3 clusters Score -2268393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2268401.750000 Penalty: 3243.585693
	Iteration 97Q: 3 clusters Score -2268402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2268398.750000 Penalty: 3243.585693
	Iteration 98Q: 3 clusters Score -2268399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2268395.250000 Penalty: 3243.585693
	Iteration 99Q: 3 clusters Score -2268395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2268395.250000 Penalty: 3243.585693
	Iteration 100F: 3 clusters Score -2268395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2268397.000000 Penalty: 3243.585693
	Iteration 101Q: 3 clusters Score -2268397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2268398.000000 Penalty: 3243.585693
	Iteration 102Q: 3 clusters Score -2268398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2268397.500000 Penalty: 3243.585693
	Iteration 103Q: 3 clusters Score -2268398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2268399.000000 Penalty: 3243.585693
	Iteration 104Q: 3 clusters Score -2268399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2268398.250000 Penalty: 3243.585693
	Iteration 105Q: 3 clusters Score -2268398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2268397.000000 Penalty: 3243.585693
	Iteration 106Q: 3 clusters Score -2268397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2268398.000000 Penalty: 3243.585693
	Iteration 107Q: 3 clusters Score -2268398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2268402.000000 Penalty: 3243.585693
	Iteration 108Q: 3 clusters Score -2268402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2268405.750000 Penalty: 3243.585693
	Iteration 109Q: 3 clusters Score -2268406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2268406.500000 Penalty: 3243.585693
	Iteration 110Q: 3 clusters Score -2268406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2268408.000000 Penalty: 3243.585693
	Iteration 111Q: 3 clusters Score -2268408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2268407.750000 Penalty: 3243.585693
	Iteration 112Q: 3 clusters Score -2268408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2268407.750000 Penalty: 3243.585693
	Iteration 113Q: 3 clusters Score -2268408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2268408.500000 Penalty: 3243.585693
	Iteration 114Q: 3 clusters Score -2268408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2268412.000000 Penalty: 3243.585693
	Iteration 115Q: 3 clusters Score -2268412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2268413.500000 Penalty: 3243.585693
	Iteration 116Q: 3 clusters Score -2268414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2268413.000000 Penalty: 3243.585693
	Iteration 117Q: 3 clusters Score -2268413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2268414.500000 Penalty: 3243.585693
	Iteration 118Q: 3 clusters Score -2268414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2268415.000000 Penalty: 3243.585693
	Iteration 119Q: 3 clusters Score -2268415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2268416.750000 Penalty: 3243.585693
	Iteration 120F: 3 clusters Score -2268417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2268418.750000 Penalty: 3243.585693
	Iteration 121Q: 3 clusters Score -2268419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2268419.000000 Penalty: 3243.585693
	Iteration 122Q: 3 clusters Score -2268419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2268420.500000 Penalty: 3243.585693
	Iteration 123Q: 3 clusters Score -2268420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2268423.000000 Penalty: 3243.585693
	Iteration 124Q: 3 clusters Score -2268423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2268422.750000 Penalty: 3243.585693
	Iteration 125Q: 3 clusters Score -2268423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2268420.250000 Penalty: 3243.585693
	Iteration 126Q: 3 clusters Score -2268420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2268423.500000 Penalty: 3243.585693
	Iteration 127Q: 3 clusters Score -2268424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2268424.250000 Penalty: 3243.585693
	Iteration 128Q: 3 clusters Score -2268424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2268431.750000 Penalty: 3243.585693
	Iteration 129Q: 3 clusters Score -2268432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2268428.750000 Penalty: 3243.585693
	Iteration 130Q: 3 clusters Score -2268429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2268436.500000 Penalty: 3243.585693
	Iteration 131Q: 3 clusters Score -2268436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2268439.250000 Penalty: 3243.585693
	Iteration 132Q: 3 clusters Score -2268439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2268439.000000 Penalty: 3243.585693
	Iteration 133Q: 3 clusters Score -2268439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2268447.500000 Penalty: 3243.585693
	Iteration 134Q: 3 clusters Score -2268448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2268459.000000 Penalty: 3243.585693
	Iteration 135Q: 3 clusters Score -2268459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2268460.250000 Penalty: 3243.585693
	Iteration 136Q: 3 clusters Score -2268460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2268464.500000 Penalty: 3243.585693
	Iteration 137Q: 3 clusters Score -2268464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2268462.750000 Penalty: 3243.585693
	Iteration 138Q: 3 clusters Score -2268463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2268466.000000 Penalty: 3243.585693
	Iteration 139Q: 3 clusters Score -2268466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2268468.250000 Penalty: 3243.585693
	Iteration 140F: 3 clusters Score -2268468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2268470.000000 Penalty: 3243.585693
	Iteration 141Q: 3 clusters Score -2268470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2268478.250000 Penalty: 3243.585693
	Iteration 142Q: 3 clusters Score -2268478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2268481.750000 Penalty: 3243.585693
	Iteration 143Q: 3 clusters Score -2268482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2268487.750000 Penalty: 3243.585693
	Iteration 144Q: 3 clusters Score -2268488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2268493.000000 Penalty: 3243.585693
	Iteration 145Q: 3 clusters Score -2268493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2268492.500000 Penalty: 3243.585693
	Iteration 146Q: 3 clusters Score -2268492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2268489.500000 Penalty: 3243.585693
	Iteration 147Q: 3 clusters Score -2268490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2268491.250000 Penalty: 3243.585693
	Iteration 148Q: 3 clusters Score -2268491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2268490.500000 Penalty: 3243.585693
	Iteration 149Q: 3 clusters Score -2268490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2268490.750000 Penalty: 3243.585693
	Iteration 150Q: 3 clusters Score -2268491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2268492.250000 Penalty: 3243.585693
	Iteration 151Q: 3 clusters Score -2268492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2268492.250000 Penalty: 3243.585693
	Iteration 152F: 3 clusters Score -2268492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Entering Unmasked Estep 
Score: -5610105.500000 Penalty: 1769.077881
	Iteration 0F: 2 clusters Score -5610106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5574271.500000 Penalty: 3538.155762
	Iteration 0F: 3 clusters Score -5574272 nChanged 25152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5588647.500000 Penalty: 3538.155762
	Iteration 1F: 3 clusters Score -5588648 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5589652.500000 Penalty: 3538.155762
	Iteration 2Q: 3 clusters Score -5589652 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5591154.500000 Penalty: 3538.155762
	Iteration 3F: 3 clusters Score -5591154 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -5593531.000000 Penalty: 3538.155762
	Iteration 4F: 3 clusters Score -5593531 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5596667.500000 Penalty: 3538.155762
	Iteration 5F: 3 clusters Score -5596668 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -5599770.000000 Penalty: 3538.155762
	Iteration 6F: 3 clusters Score -5599770 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -5602446.000000 Penalty: 3538.155762
	Iteration 7F: 3 clusters Score -5602446 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -5604528.000000 Penalty: 3538.155762
	Iteration 8Q: 3 clusters Score -5604528 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5606115.000000 Penalty: 3538.155762
	Iteration 9Q: 3 clusters Score -5606115 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5607098.500000 Penalty: 3538.155762
	Iteration 10Q: 3 clusters Score -5607098 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5607701.000000 Penalty: 3538.155762
	Iteration 11Q: 3 clusters Score -5607701 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5608072.000000 Penalty: 3538.155762
	Iteration 12Q: 3 clusters Score -5608072 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5608256.500000 Penalty: 3538.155762
	Iteration 13Q: 3 clusters Score -5608256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5608392.500000 Penalty: 3538.155762
	Iteration 14Q: 3 clusters Score -5608392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5608462.000000 Penalty: 3538.155762
	Iteration 15Q: 3 clusters Score -5608462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5608493.500000 Penalty: 3538.155762
	Iteration 16Q: 3 clusters Score -5608494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5608510.500000 Penalty: 3538.155762
	Iteration 17Q: 3 clusters Score -5608510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5608525.000000 Penalty: 3538.155762
	Iteration 18Q: 3 clusters Score -5608525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5608543.500000 Penalty: 3538.155762
	Iteration 19Q: 3 clusters Score -5608544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5608563.000000 Penalty: 3538.155762
	Iteration 20F: 3 clusters Score -5608563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5608559.500000 Penalty: 3538.155762
	Iteration 21Q: 3 clusters Score -5608560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5608575.500000 Penalty: 3538.155762
	Iteration 22Q: 3 clusters Score -5608576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5608572.000000 Penalty: 3538.155762
	Iteration 23Q: 3 clusters Score -5608572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5608573.500000 Penalty: 3538.155762
	Iteration 24Q: 3 clusters Score -5608574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5608581.000000 Penalty: 3538.155762
	Iteration 25Q: 3 clusters Score -5608581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5608586.500000 Penalty: 3538.155762
	Iteration 26Q: 3 clusters Score -5608586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5608586.500000 Penalty: 3538.155762
	Iteration 27F: 3 clusters Score -5608586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Entering Unmasked Estep 
Score: -3143370.000000 Penalty: 1680.381104
	Iteration 0F: 2 clusters Score -3143370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3122595.750000 Penalty: 3360.762207
	Iteration 0F: 3 clusters Score -3122596 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3130812.500000 Penalty: 3360.762207
	Iteration 1F: 3 clusters Score -3130812 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3131656.000000 Penalty: 3360.762207
	Iteration 2F: 3 clusters Score -3131656 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3132769.750000 Penalty: 3360.762207
	Iteration 3F: 3 clusters Score -3132770 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3134292.500000 Penalty: 3360.762207
	Iteration 4F: 3 clusters Score -3134292 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3136033.250000 Penalty: 3360.762207
	Iteration 5F: 3 clusters Score -3136033 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3137553.750000 Penalty: 3360.762207
	Iteration 6F: 3 clusters Score -3137554 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3138663.000000 Penalty: 3360.762207
	Iteration 7F: 3 clusters Score -3138663 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3139431.250000 Penalty: 3360.762207
	Iteration 8Q: 3 clusters Score -3139431 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3140061.250000 Penalty: 3360.762207
	Iteration 9Q: 3 clusters Score -3140061 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3140591.500000 Penalty: 3360.762207
	Iteration 10Q: 3 clusters Score -3140592 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3140974.000000 Penalty: 3360.762207
	Iteration 11Q: 3 clusters Score -3140974 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3141231.250000 Penalty: 3360.762207
	Iteration 12Q: 3 clusters Score -3141231 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3141402.750000 Penalty: 3360.762207
	Iteration 13Q: 3 clusters Score -3141403 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3141491.500000 Penalty: 3360.762207
	Iteration 14Q: 3 clusters Score -3141492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3141563.750000 Penalty: 3360.762207
	Iteration 15Q: 3 clusters Score -3141564 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -3141629.250000 Penalty: 3360.762207
	Iteration 16Q: 3 clusters Score -3141629 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3141665.500000 Penalty: 3360.762207
	Iteration 17Q: 3 clusters Score -3141666 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3141699.250000 Penalty: 3360.762207
	Iteration 18Q: 3 clusters Score -3141699 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3141723.750000 Penalty: 3360.762207
	Iteration 19Q: 3 clusters Score -3141724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3141753.000000 Penalty: 3360.762207
	Iteration 20F: 3 clusters Score -3141753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3141775.250000 Penalty: 3360.762207
	Iteration 21Q: 3 clusters Score -3141775 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3141809.000000 Penalty: 3360.762207
	Iteration 22Q: 3 clusters Score -3141809 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3141852.750000 Penalty: 3360.762207
	Iteration 23Q: 3 clusters Score -3141853 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3141874.500000 Penalty: 3360.762207
	Iteration 24Q: 3 clusters Score -3141874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3141882.750000 Penalty: 3360.762207
	Iteration 25Q: 3 clusters Score -3141883 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3141913.250000 Penalty: 3360.762207
	Iteration 26Q: 3 clusters Score -3141913 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3141932.500000 Penalty: 3360.762207
	Iteration 27Q: 3 clusters Score -3141932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3141950.000000 Penalty: 3360.762207
	Iteration 28Q: 3 clusters Score -3141950 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3141980.750000 Penalty: 3360.762207
	Iteration 29Q: 3 clusters Score -3141981 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3142003.000000 Penalty: 3360.762207
	Iteration 30Q: 3 clusters Score -3142003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3142026.000000 Penalty: 3360.762207
	Iteration 31Q: 3 clusters Score -3142026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3142037.250000 Penalty: 3360.762207
	Iteration 32Q: 3 clusters Score -3142037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3142058.250000 Penalty: 3360.762207
	Iteration 33Q: 3 clusters Score -3142058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3142069.500000 Penalty: 3360.762207
	Iteration 34Q: 3 clusters Score -3142070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3142078.750000 Penalty: 3360.762207
	Iteration 35Q: 3 clusters Score -3142079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3142089.000000 Penalty: 3360.762207
	Iteration 36Q: 3 clusters Score -3142089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3142106.500000 Penalty: 3360.762207
	Iteration 37Q: 3 clusters Score -3142106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3142122.250000 Penalty: 3360.762207
	Iteration 38Q: 3 clusters Score -3142122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3142141.500000 Penalty: 3360.762207
	Iteration 39Q: 3 clusters Score -3142142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3142161.500000 Penalty: 3360.762207
	Iteration 40F: 3 clusters Score -3142162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3142182.750000 Penalty: 3360.762207
	Iteration 41Q: 3 clusters Score -3142183 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3142200.750000 Penalty: 3360.762207
	Iteration 42Q: 3 clusters Score -3142201 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3142215.000000 Penalty: 3360.762207
	Iteration 43Q: 3 clusters Score -3142215 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3142243.000000 Penalty: 3360.762207
	Iteration 44Q: 3 clusters Score -3142243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3142260.750000 Penalty: 3360.762207
	Iteration 45Q: 3 clusters Score -3142261 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3142286.750000 Penalty: 3360.762207
	Iteration 46Q: 3 clusters Score -3142287 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3142300.000000 Penalty: 3360.762207
	Iteration 47Q: 3 clusters Score -3142300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3142337.750000 Penalty: 3360.762207
	Iteration 48Q: 3 clusters Score -3142338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3142351.750000 Penalty: 3360.762207
	Iteration 49Q: 3 clusters Score -3142352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3142367.250000 Penalty: 3360.762207
	Iteration 50Q: 3 clusters Score -3142367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3142378.500000 Penalty: 3360.762207
	Iteration 51Q: 3 clusters Score -3142378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3142399.500000 Penalty: 3360.762207
	Iteration 52Q: 3 clusters Score -3142400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3142418.250000 Penalty: 3360.762207
	Iteration 53Q: 3 clusters Score -3142418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3142433.500000 Penalty: 3360.762207
	Iteration 54Q: 3 clusters Score -3142434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3142442.250000 Penalty: 3360.762207
	Iteration 55Q: 3 clusters Score -3142442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3142464.000000 Penalty: 3360.762207
	Iteration 56Q: 3 clusters Score -3142464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3142469.750000 Penalty: 3360.762207
	Iteration 57Q: 3 clusters Score -3142470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3142492.000000 Penalty: 3360.762207
	Iteration 58Q: 3 clusters Score -3142492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3142513.500000 Penalty: 3360.762207
	Iteration 59Q: 3 clusters Score -3142514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3142507.500000 Penalty: 3360.762207
	Iteration 60F: 3 clusters Score -3142508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3142512.500000 Penalty: 3360.762207
	Iteration 61Q: 3 clusters Score -3142512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3142511.000000 Penalty: 3360.762207
	Iteration 62Q: 3 clusters Score -3142511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3142519.000000 Penalty: 3360.762207
	Iteration 63Q: 3 clusters Score -3142519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3142532.250000 Penalty: 3360.762207
	Iteration 64Q: 3 clusters Score -3142532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3142530.250000 Penalty: 3360.762207
	Iteration 65Q: 3 clusters Score -3142530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3142534.750000 Penalty: 3360.762207
	Iteration 66Q: 3 clusters Score -3142535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3142524.500000 Penalty: 3360.762207
	Iteration 67Q: 3 clusters Score -3142524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3142534.250000 Penalty: 3360.762207
	Iteration 68Q: 3 clusters Score -3142534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3142536.750000 Penalty: 3360.762207
	Iteration 69Q: 3 clusters Score -3142537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3142541.250000 Penalty: 3360.762207
	Iteration 70Q: 3 clusters Score -3142541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3142547.000000 Penalty: 3360.762207
	Iteration 71Q: 3 clusters Score -3142547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3142553.000000 Penalty: 3360.762207
	Iteration 72Q: 3 clusters Score -3142553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3142554.000000 Penalty: 3360.762207
	Iteration 73Q: 3 clusters Score -3142554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3142551.500000 Penalty: 3360.762207
	Iteration 74Q: 3 clusters Score -3142552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3142555.000000 Penalty: 3360.762207
	Iteration 75Q: 3 clusters Score -3142555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3142561.250000 Penalty: 3360.762207
	Iteration 76Q: 3 clusters Score -3142561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3142567.250000 Penalty: 3360.762207
	Iteration 77Q: 3 clusters Score -3142567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3142564.750000 Penalty: 3360.762207
	Iteration 78Q: 3 clusters Score -3142565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3142567.500000 Penalty: 3360.762207
	Iteration 79Q: 3 clusters Score -3142568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3142576.000000 Penalty: 3360.762207
	Iteration 80F: 3 clusters Score -3142576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3142570.750000 Penalty: 3360.762207
	Iteration 81Q: 3 clusters Score -3142571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3142570.000000 Penalty: 3360.762207
	Iteration 82Q: 3 clusters Score -3142570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3142575.750000 Penalty: 3360.762207
	Iteration 83Q: 3 clusters Score -3142576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3142577.750000 Penalty: 3360.762207
	Iteration 84Q: 3 clusters Score -3142578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3142577.500000 Penalty: 3360.762207
	Iteration 85Q: 3 clusters Score -3142578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3142580.500000 Penalty: 3360.762207
	Iteration 86Q: 3 clusters Score -3142580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3142585.250000 Penalty: 3360.762207
	Iteration 87Q: 3 clusters Score -3142585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3142583.250000 Penalty: 3360.762207
	Iteration 88Q: 3 clusters Score -3142583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3142577.500000 Penalty: 3360.762207
	Iteration 89Q: 3 clusters Score -3142578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3142574.500000 Penalty: 3360.762207
	Iteration 90Q: 3 clusters Score -3142574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3142575.250000 Penalty: 3360.762207
	Iteration 91Q: 3 clusters Score -3142575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3142576.500000 Penalty: 3360.762207
	Iteration 92Q: 3 clusters Score -3142576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3142570.250000 Penalty: 3360.762207
	Iteration 93Q: 3 clusters Score -3142570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3142573.250000 Penalty: 3360.762207
	Iteration 94Q: 3 clusters Score -3142573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3142572.750000 Penalty: 3360.762207
	Iteration 95Q: 3 clusters Score -3142573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3142574.000000 Penalty: 3360.762207
	Iteration 96Q: 3 clusters Score -3142574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3142572.750000 Penalty: 3360.762207
	Iteration 97Q: 3 clusters Score -3142573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3142572.750000 Penalty: 3360.762207
	Iteration 98F: 3 clusters Score -3142573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -336644.687500 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -336644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -333709.968750 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -333710 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -334418.562500 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -334418.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -334578.125000 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -334578.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -334671.750000 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -334671.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -334746.281250 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -334746.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -334802.906250 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -334802.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -334845.718750 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -334845.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -334883.593750 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -334883.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334937.406250 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -334937.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -334985.968750 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -334986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -335028.093750 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -335028.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -335064.218750 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -335064.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -335101.093750 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -335101.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -335132.875000 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -335132.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -335178.562500 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -335178.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -335224.875000 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -335224.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -335272.218750 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -335272.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -335329.281250 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -335329.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -335388.625000 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -335388.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -335441.000000 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -335441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -335490.531250 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -335490.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -335543.843750 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -335543.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -335597.250000 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -335597.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -335661.187500 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -335661.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -335710.718750 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -335710.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -335766.093750 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -335766.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -335811.593750 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -335811.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -335861.531250 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -335861.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -335919.875000 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -335919.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -335988.406250 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -335988.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -336030.562500 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -336030.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -336066.656250 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -336066.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336107.812500 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -336107.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -336154.812500 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -336154.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -336191.593750 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -336191.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -336232.625000 Penalty: 2644.558594
	Iteration 35Q: 3 clusters Score -336232.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -336267.406250 Penalty: 2644.558594
	Iteration 36Q: 3 clusters Score -336267.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -336299.781250 Penalty: 2644.558594
	Iteration 37Q: 3 clusters Score -336299.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -336314.312500 Penalty: 2644.558594
	Iteration 38Q: 3 clusters Score -336314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -336322.500000 Penalty: 2644.558594
	Iteration 39Q: 3 clusters Score -336322.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -336331.468750 Penalty: 2644.558594
	Iteration 40F: 3 clusters Score -336331.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -336336.718750 Penalty: 2644.558594
	Iteration 41Q: 3 clusters Score -336336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -336338.843750 Penalty: 2644.558594
	Iteration 42Q: 3 clusters Score -336338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -336340.093750 Penalty: 2644.558594
	Iteration 43Q: 3 clusters Score -336340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -336340.375000 Penalty: 2644.558594
	Iteration 44Q: 3 clusters Score -336340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -336341.968750 Penalty: 2644.558594
	Iteration 45Q: 3 clusters Score -336342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -336343.593750 Penalty: 2644.558594
	Iteration 46Q: 3 clusters Score -336343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -336343.500000 Penalty: 2644.558594
	Iteration 47Q: 3 clusters Score -336343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -336344.156250 Penalty: 2644.558594
	Iteration 48Q: 3 clusters Score -336344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -336344.156250 Penalty: 2644.558594
	Iteration 49F: 3 clusters Score -336344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Entering Unmasked Estep 
Score: -7622487.500000 Penalty: 1819.159058
	Iteration 0F: 2 clusters Score -7622488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -7573834.500000 Penalty: 3638.318115
	Iteration 0F: 3 clusters Score -7573834 nChanged 34653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -7593554.500000 Penalty: 3638.318115
	Iteration 1F: 3 clusters Score -7593554 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -7594056.000000 Penalty: 3638.318115
	Iteration 2Q: 3 clusters Score -7594056 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -7594549.500000 Penalty: 3638.318115
	Iteration 3Q: 3 clusters Score -7594550 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -7595284.500000 Penalty: 3638.318115
	Iteration 4Q: 3 clusters Score -7595284 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -7596128.500000 Penalty: 3638.318115
	Iteration 5Q: 3 clusters Score -7596128 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -7597189.500000 Penalty: 3638.318115
	Iteration 6Q: 3 clusters Score -7597190 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -7598228.000000 Penalty: 3638.318115
	Iteration 7Q: 3 clusters Score -7598228 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -7599335.000000 Penalty: 3638.318115
	Iteration 8Q: 3 clusters Score -7599335 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -7600320.000000 Penalty: 3638.318115
	Iteration 9Q: 3 clusters Score -7600320 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7601286.500000 Penalty: 3638.318115
	Iteration 10Q: 3 clusters Score -7601286 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7602017.000000 Penalty: 3638.318115
	Iteration 11Q: 3 clusters Score -7602017 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7602597.500000 Penalty: 3638.318115
	Iteration 12Q: 3 clusters Score -7602598 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -7603079.500000 Penalty: 3638.318115
	Iteration 13Q: 3 clusters Score -7603080 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -7603428.000000 Penalty: 3638.318115
	Iteration 14Q: 3 clusters Score -7603428 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -7603740.000000 Penalty: 3638.318115
	Iteration 15Q: 3 clusters Score -7603740 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7604043.500000 Penalty: 3638.318115
	Iteration 16Q: 3 clusters Score -7604044 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -7604367.000000 Penalty: 3638.318115
	Iteration 17Q: 3 clusters Score -7604367 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -7604770.000000 Penalty: 3638.318115
	Iteration 18Q: 3 clusters Score -7604770 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -7605281.500000 Penalty: 3638.318115
	Iteration 19Q: 3 clusters Score -7605282 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -7605964.000000 Penalty: 3638.318115
	Iteration 20F: 3 clusters Score -7605964 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -7606871.500000 Penalty: 3638.318115
	Iteration 21Q: 3 clusters Score -7606872 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -7608021.000000 Penalty: 3638.318115
	Iteration 22Q: 3 clusters Score -7608021 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -7609631.000000 Penalty: 3638.318115
	Iteration 23Q: 3 clusters Score -7609631 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -7611480.500000 Penalty: 3638.318115
	Iteration 24Q: 3 clusters Score -7611480 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -7613498.500000 Penalty: 3638.318115
	Iteration 25Q: 3 clusters Score -7613498 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -7615459.000000 Penalty: 3638.318115
	Iteration 26Q: 3 clusters Score -7615459 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -7617043.500000 Penalty: 3638.318115
	Iteration 27Q: 3 clusters Score -7617044 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -7618146.500000 Penalty: 3638.318115
	Iteration 28Q: 3 clusters Score -7618146 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7619003.000000 Penalty: 3638.318115
	Iteration 29Q: 3 clusters Score -7619003 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7619748.500000 Penalty: 3638.318115
	Iteration 30Q: 3 clusters Score -7619748 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7620171.500000 Penalty: 3638.318115
	Iteration 31Q: 3 clusters Score -7620172 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7620490.000000 Penalty: 3638.318115
	Iteration 32Q: 3 clusters Score -7620490 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7620705.000000 Penalty: 3638.318115
	Iteration 33Q: 3 clusters Score -7620705 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7620854.500000 Penalty: 3638.318115
	Iteration 34Q: 3 clusters Score -7620854 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7620943.000000 Penalty: 3638.318115
	Iteration 35Q: 3 clusters Score -7620943 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7621023.500000 Penalty: 3638.318115
	Iteration 36Q: 3 clusters Score -7621024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7621071.000000 Penalty: 3638.318115
	Iteration 37Q: 3 clusters Score -7621071 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7621099.000000 Penalty: 3638.318115
	Iteration 38Q: 3 clusters Score -7621099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7621135.000000 Penalty: 3638.318115
	Iteration 39Q: 3 clusters Score -7621135 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7621149.000000 Penalty: 3638.318115
	Iteration 40F: 3 clusters Score -7621149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7621161.500000 Penalty: 3638.318115
	Iteration 41Q: 3 clusters Score -7621162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7621177.500000 Penalty: 3638.318115
	Iteration 42Q: 3 clusters Score -7621178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7621198.000000 Penalty: 3638.318115
	Iteration 43Q: 3 clusters Score -7621198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7621211.000000 Penalty: 3638.318115
	Iteration 44Q: 3 clusters Score -7621211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7621221.500000 Penalty: 3638.318115
	Iteration 45Q: 3 clusters Score -7621222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7621236.500000 Penalty: 3638.318115
	Iteration 46Q: 3 clusters Score -7621236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7621242.000000 Penalty: 3638.318115
	Iteration 47Q: 3 clusters Score -7621242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7621242.000000 Penalty: 3638.318115
	Iteration 48Q: 3 clusters Score -7621242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7621258.500000 Penalty: 3638.318115
	Iteration 49Q: 3 clusters Score -7621258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7621262.000000 Penalty: 3638.318115
	Iteration 50Q: 3 clusters Score -7621262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7621264.000000 Penalty: 3638.318115
	Iteration 51Q: 3 clusters Score -7621264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7621269.000000 Penalty: 3638.318115
	Iteration 52Q: 3 clusters Score -7621269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7621282.000000 Penalty: 3638.318115
	Iteration 53Q: 3 clusters Score -7621282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7621296.000000 Penalty: 3638.318115
	Iteration 54Q: 3 clusters Score -7621296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7621294.500000 Penalty: 3638.318115
	Iteration 55Q: 3 clusters Score -7621294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7621300.500000 Penalty: 3638.318115
	Iteration 56Q: 3 clusters Score -7621300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7621297.500000 Penalty: 3638.318115
	Iteration 57Q: 3 clusters Score -7621298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7621300.000000 Penalty: 3638.318115
	Iteration 58Q: 3 clusters Score -7621300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7621296.500000 Penalty: 3638.318115
	Iteration 59Q: 3 clusters Score -7621296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7621297.500000 Penalty: 3638.318115
	Iteration 60F: 3 clusters Score -7621298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7621299.000000 Penalty: 3638.318115
	Iteration 61Q: 3 clusters Score -7621299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7621301.000000 Penalty: 3638.318115
	Iteration 62Q: 3 clusters Score -7621301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7621298.500000 Penalty: 3638.318115
	Iteration 63Q: 3 clusters Score -7621298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7621301.000000 Penalty: 3638.318115
	Iteration 64Q: 3 clusters Score -7621301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7621300.500000 Penalty: 3638.318115
	Iteration 65Q: 3 clusters Score -7621300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7621300.500000 Penalty: 3638.318115
	Iteration 66Q: 3 clusters Score -7621300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7621303.000000 Penalty: 3638.318115
	Iteration 67Q: 3 clusters Score -7621303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7621308.000000 Penalty: 3638.318115
	Iteration 68Q: 3 clusters Score -7621308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7621307.500000 Penalty: 3638.318115
	Iteration 69Q: 3 clusters Score -7621308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7621304.000000 Penalty: 3638.318115
	Iteration 70Q: 3 clusters Score -7621304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7621304.000000 Penalty: 3638.318115
	Iteration 71F: 3 clusters Score -7621304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Entering Unmasked Estep 
Score: -12378117.000000 Penalty: 1898.167236
	Iteration 0F: 2 clusters Score -1.237812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -12298632.000000 Penalty: 3796.334473
	Iteration 0F: 3 clusters Score -1.229863e+07 nChanged 57111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -12333243.000000 Penalty: 3796.334473
	Iteration 1F: 3 clusters Score -1.233324e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -12335283.000000 Penalty: 3796.334473
	Iteration 2Q: 3 clusters Score -1.233528e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -12339128.000000 Penalty: 3796.334473
	Iteration 3F: 3 clusters Score -1.233913e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -12345836.000000 Penalty: 3796.334473
	Iteration 4F: 3 clusters Score -1.234584e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -12354835.000000 Penalty: 3796.334473
	Iteration 5F: 3 clusters Score -1.235484e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -12364145.000000 Penalty: 3796.334473
	Iteration 6F: 3 clusters Score -1.236414e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112741 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -12370928.000000 Penalty: 3796.334473
	Iteration 7F: 3 clusters Score -1.237093e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -12374563.000000 Penalty: 3796.334473
	Iteration 8Q: 3 clusters Score -1.237456e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12375869.000000 Penalty: 3796.334473
	Iteration 9Q: 3 clusters Score -1.237587e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12376244.000000 Penalty: 3796.334473
	Iteration 10Q: 3 clusters Score -1.237624e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12376367.000000 Penalty: 3796.334473
	Iteration 11Q: 3 clusters Score -1.237637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12376406.000000 Penalty: 3796.334473
	Iteration 12Q: 3 clusters Score -1.237641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12376421.000000 Penalty: 3796.334473
	Iteration 13Q: 3 clusters Score -1.237642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12376432.000000 Penalty: 3796.334473
	Iteration 14Q: 3 clusters Score -1.237643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12376441.000000 Penalty: 3796.334473
	Iteration 15Q: 3 clusters Score -1.237644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12376439.000000 Penalty: 3796.334473
	Iteration 16Q: 3 clusters Score -1.237644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12376448.000000 Penalty: 3796.334473
	Iteration 17Q: 3 clusters Score -1.237645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12376448.000000 Penalty: 3796.334473
	Iteration 18F: 3 clusters Score -1.237645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -750382.687500 Penalty: 1439.692749
	Iteration 0F: 2 clusters Score -750382.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -745168.750000 Penalty: 2879.385498
	Iteration 0F: 3 clusters Score -745168.8 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -747012.625000 Penalty: 2879.385498
	Iteration 1F: 3 clusters Score -747012.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -747547.187500 Penalty: 2879.385498
	Iteration 2F: 3 clusters Score -747547.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -748019.812500 Penalty: 2879.385498
	Iteration 3F: 3 clusters Score -748019.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -748470.750000 Penalty: 2879.385498
	Iteration 4F: 3 clusters Score -748470.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -748844.625000 Penalty: 2879.385498
	Iteration 5F: 3 clusters Score -748844.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -749138.000000 Penalty: 2879.385498
	Iteration 6F: 3 clusters Score -749138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -749363.562500 Penalty: 2879.385498
	Iteration 7Q: 3 clusters Score -749363.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -749511.062500 Penalty: 2879.385498
	Iteration 8Q: 3 clusters Score -749511.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -749589.750000 Penalty: 2879.385498
	Iteration 9Q: 3 clusters Score -749589.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -749632.687500 Penalty: 2879.385498
	Iteration 10Q: 3 clusters Score -749632.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -749659.750000 Penalty: 2879.385498
	Iteration 11Q: 3 clusters Score -749659.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -749676.062500 Penalty: 2879.385498
	Iteration 12Q: 3 clusters Score -749676.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -749688.937500 Penalty: 2879.385498
	Iteration 13Q: 3 clusters Score -749688.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -749699.625000 Penalty: 2879.385498
	Iteration 14Q: 3 clusters Score -749699.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -749708.437500 Penalty: 2879.385498
	Iteration 15Q: 3 clusters Score -749708.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -749717.437500 Penalty: 2879.385498
	Iteration 16Q: 3 clusters Score -749717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -749724.625000 Penalty: 2879.385498
	Iteration 17Q: 3 clusters Score -749724.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -749729.937500 Penalty: 2879.385498
	Iteration 18Q: 3 clusters Score -749729.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -749738.062500 Penalty: 2879.385498
	Iteration 19Q: 3 clusters Score -749738.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -749742.250000 Penalty: 2879.385498
	Iteration 20F: 3 clusters Score -749742.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -749749.500000 Penalty: 2879.385498
	Iteration 21Q: 3 clusters Score -749749.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -749752.375000 Penalty: 2879.385498
	Iteration 22Q: 3 clusters Score -749752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -749756.375000 Penalty: 2879.385498
	Iteration 23Q: 3 clusters Score -749756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -749762.000000 Penalty: 2879.385498
	Iteration 24Q: 3 clusters Score -749762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -749768.500000 Penalty: 2879.385498
	Iteration 25Q: 3 clusters Score -749768.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -749770.125000 Penalty: 2879.385498
	Iteration 26Q: 3 clusters Score -749770.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -749771.625000 Penalty: 2879.385498
	Iteration 27Q: 3 clusters Score -749771.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -749774.750000 Penalty: 2879.385498
	Iteration 28Q: 3 clusters Score -749774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -749774.812500 Penalty: 2879.385498
	Iteration 29Q: 3 clusters Score -749774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -749778.687500 Penalty: 2879.385498
	Iteration 30Q: 3 clusters Score -749778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -749780.437500 Penalty: 2879.385498
	Iteration 31Q: 3 clusters Score -749780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -749784.500000 Penalty: 2879.385498
	Iteration 32Q: 3 clusters Score -749784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -749786.375000 Penalty: 2879.385498
	Iteration 33Q: 3 clusters Score -749786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -749788.937500 Penalty: 2879.385498
	Iteration 34Q: 3 clusters Score -749788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -749787.375000 Penalty: 2879.385498
	Iteration 35Q: 3 clusters Score -749787.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -749792.062500 Penalty: 2879.385498
	Iteration 36Q: 3 clusters Score -749792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -749794.750000 Penalty: 2879.385498
	Iteration 37Q: 3 clusters Score -749794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -749797.125000 Penalty: 2879.385498
	Iteration 38Q: 3 clusters Score -749797.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -749800.812500 Penalty: 2879.385498
	Iteration 39Q: 3 clusters Score -749800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -749804.875000 Penalty: 2879.385498
	Iteration 40F: 3 clusters Score -749804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -749806.500000 Penalty: 2879.385498
	Iteration 41Q: 3 clusters Score -749806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -749806.812500 Penalty: 2879.385498
	Iteration 42Q: 3 clusters Score -749806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -749808.125000 Penalty: 2879.385498
	Iteration 43Q: 3 clusters Score -749808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -749809.375000 Penalty: 2879.385498
	Iteration 44Q: 3 clusters Score -749809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -749811.062500 Penalty: 2879.385498
	Iteration 45Q: 3 clusters Score -749811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -749810.375000 Penalty: 2879.385498
	Iteration 46Q: 3 clusters Score -749810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -749810.375000 Penalty: 2879.385498
	Iteration 47Q: 3 clusters Score -749810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -749810.375000 Penalty: 2879.385498
	Iteration 48F: 3 clusters Score -749810.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -1568469.125000 Penalty: 1566.676147
	Iteration 0F: 2 clusters Score -1568469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1557953.250000 Penalty: 3133.352295
	Iteration 0F: 3 clusters Score -1557953 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1562029.875000 Penalty: 3133.352295
	Iteration 1F: 3 clusters Score -1562030 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1562622.000000 Penalty: 3133.352295
	Iteration 2F: 3 clusters Score -1562622 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1563167.875000 Penalty: 3133.352295
	Iteration 3F: 3 clusters Score -1563168 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1563727.000000 Penalty: 3133.352295
	Iteration 4F: 3 clusters Score -1563727 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1564221.125000 Penalty: 3133.352295
	Iteration 5F: 3 clusters Score -1564221 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1564643.000000 Penalty: 3133.352295
	Iteration 6Q: 3 clusters Score -1564643 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1565094.250000 Penalty: 3133.352295
	Iteration 7Q: 3 clusters Score -1565094 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1565545.875000 Penalty: 3133.352295
	Iteration 8Q: 3 clusters Score -1565546 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1566063.625000 Penalty: 3133.352295
	Iteration 9Q: 3 clusters Score -1566064 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1566453.500000 Penalty: 3133.352295
	Iteration 10Q: 3 clusters Score -1566454 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1566761.375000 Penalty: 3133.352295
	Iteration 11Q: 3 clusters Score -1566761 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1566996.125000 Penalty: 3133.352295
	Iteration 12Q: 3 clusters Score -1566996 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1567154.250000 Penalty: 3133.352295
	Iteration 13Q: 3 clusters Score -1567154 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1567285.125000 Penalty: 3133.352295
	Iteration 14Q: 3 clusters Score -1567285 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1567382.000000 Penalty: 3133.352295
	Iteration 15Q: 3 clusters Score -1567382 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1567458.500000 Penalty: 3133.352295
	Iteration 16Q: 3 clusters Score -1567458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1567496.375000 Penalty: 3133.352295
	Iteration 17Q: 3 clusters Score -1567496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1567518.750000 Penalty: 3133.352295
	Iteration 18Q: 3 clusters Score -1567519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1567539.750000 Penalty: 3133.352295
	Iteration 19Q: 3 clusters Score -1567540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1567553.625000 Penalty: 3133.352295
	Iteration 20F: 3 clusters Score -1567554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1567565.875000 Penalty: 3133.352295
	Iteration 21Q: 3 clusters Score -1567566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1567576.625000 Penalty: 3133.352295
	Iteration 22Q: 3 clusters Score -1567577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1567591.625000 Penalty: 3133.352295
	Iteration 23Q: 3 clusters Score -1567592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1567594.875000 Penalty: 3133.352295
	Iteration 24Q: 3 clusters Score -1567595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1567607.250000 Penalty: 3133.352295
	Iteration 25Q: 3 clusters Score -1567607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1567606.625000 Penalty: 3133.352295
	Iteration 26Q: 3 clusters Score -1567607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1567612.750000 Penalty: 3133.352295
	Iteration 27Q: 3 clusters Score -1567613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1567619.375000 Penalty: 3133.352295
	Iteration 28Q: 3 clusters Score -1567619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1567616.500000 Penalty: 3133.352295
	Iteration 29Q: 3 clusters Score -1567616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1567621.750000 Penalty: 3133.352295
	Iteration 30Q: 3 clusters Score -1567622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1567620.125000 Penalty: 3133.352295
	Iteration 31Q: 3 clusters Score -1567620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1567621.000000 Penalty: 3133.352295
	Iteration 32Q: 3 clusters Score -1567621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1567621.500000 Penalty: 3133.352295
	Iteration 33Q: 3 clusters Score -1567622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1567621.625000 Penalty: 3133.352295
	Iteration 34Q: 3 clusters Score -1567622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1567625.750000 Penalty: 3133.352295
	Iteration 35Q: 3 clusters Score -1567626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1567624.375000 Penalty: 3133.352295
	Iteration 36Q: 3 clusters Score -1567624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1567627.750000 Penalty: 3133.352295
	Iteration 37Q: 3 clusters Score -1567628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1567628.375000 Penalty: 3133.352295
	Iteration 38Q: 3 clusters Score -1567628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1567628.000000 Penalty: 3133.352295
	Iteration 39Q: 3 clusters Score -1567628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1567628.625000 Penalty: 3133.352295
	Iteration 40F: 3 clusters Score -1567629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1567627.750000 Penalty: 3133.352295
	Iteration 41Q: 3 clusters Score -1567628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1567626.625000 Penalty: 3133.352295
	Iteration 42Q: 3 clusters Score -1567627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1567629.250000 Penalty: 3133.352295
	Iteration 43Q: 3 clusters Score -1567629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1567627.625000 Penalty: 3133.352295
	Iteration 44Q: 3 clusters Score -1567628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1567627.375000 Penalty: 3133.352295
	Iteration 45Q: 3 clusters Score -1567627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1567624.875000 Penalty: 3133.352295
	Iteration 46Q: 3 clusters Score -1567625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1567625.375000 Penalty: 3133.352295
	Iteration 47Q: 3 clusters Score -1567625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1567626.375000 Penalty: 3133.352295
	Iteration 48Q: 3 clusters Score -1567626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1567626.375000 Penalty: 3133.352295
	Iteration 49F: 3 clusters Score -1567626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -92580.554688 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -92580.55 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 505 members 
Entering Unmasked Estep 
Score: -91134.445312 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -91134.45 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91492.000000 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -91492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91637.335938 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -91637.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91688.242188 Penalty: 2269.731689
	Iteration 3F: 3 clusters Score -91688.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91721.078125 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -91721.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91753.617188 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -91753.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91773.273438 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -91773.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -91791.164062 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -91791.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91794.960938 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -91794.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91794.960938 Penalty: 2269.731689
	Iteration 9F: 3 clusters Score -91794.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -280224.937500 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -280224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -277548.156250 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -277548.2 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -278443.625000 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -278443.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -278719.031250 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -278719 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -278887.281250 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -278887.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -279016.187500 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -279016.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -279135.312500 Penalty: 2610.728027
	Iteration 5Q: 3 clusters Score -279135.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -279221.562500 Penalty: 2610.728027
	Iteration 6Q: 3 clusters Score -279221.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -279300.625000 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -279300.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -279357.031250 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -279357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -279403.125000 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -279403.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -279443.406250 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -279443.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -279484.218750 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -279484.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -279514.875000 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -279514.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -279541.562500 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -279541.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -279567.437500 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -279567.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -279590.937500 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -279590.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -279602.718750 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -279602.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -279610.468750 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -279610.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -279615.406250 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -279615.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -279621.406250 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -279621.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -279627.812500 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -279627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -279633.531250 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -279633.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -279639.781250 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -279639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -279641.718750 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -279641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -279643.281250 Penalty: 2610.728027
	Iteration 24Q: 3 clusters Score -279643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -279645.656250 Penalty: 2610.728027
	Iteration 25Q: 3 clusters Score -279645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -279650.187500 Penalty: 2610.728027
	Iteration 26Q: 3 clusters Score -279650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -279653.843750 Penalty: 2610.728027
	Iteration 27Q: 3 clusters Score -279653.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -279659.406250 Penalty: 2610.728027
	Iteration 28Q: 3 clusters Score -279659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -279663.500000 Penalty: 2610.728027
	Iteration 29Q: 3 clusters Score -279663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -279666.156250 Penalty: 2610.728027
	Iteration 30Q: 3 clusters Score -279666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -279669.125000 Penalty: 2610.728027
	Iteration 31Q: 3 clusters Score -279669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -279670.843750 Penalty: 2610.728027
	Iteration 32Q: 3 clusters Score -279670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -279671.406250 Penalty: 2610.728027
	Iteration 33Q: 3 clusters Score -279671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -279672.937500 Penalty: 2610.728027
	Iteration 34Q: 3 clusters Score -279672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -279675.031250 Penalty: 2610.728027
	Iteration 35Q: 3 clusters Score -279675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -279676.187500 Penalty: 2610.728027
	Iteration 36Q: 3 clusters Score -279676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -279676.843750 Penalty: 2610.728027
	Iteration 37Q: 3 clusters Score -279676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -279677.031250 Penalty: 2610.728027
	Iteration 38Q: 3 clusters Score -279677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -279678.281250 Penalty: 2610.728027
	Iteration 39Q: 3 clusters Score -279678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -279678.625000 Penalty: 2610.728027
	Iteration 40F: 3 clusters Score -279678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1667213.750000 Penalty: 1575.974854
	Iteration 0F: 2 clusters Score -1667214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1655887.625000 Penalty: 3151.949707
	Iteration 0F: 3 clusters Score -1655888 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1659905.875000 Penalty: 3151.949707
	Iteration 1F: 3 clusters Score -1659906 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1660249.625000 Penalty: 3151.949707
	Iteration 2F: 3 clusters Score -1660250 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1660607.750000 Penalty: 3151.949707
	Iteration 3F: 3 clusters Score -1660608 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1660905.375000 Penalty: 3151.949707
	Iteration 4Q: 3 clusters Score -1660905 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1661193.000000 Penalty: 3151.949707
	Iteration 5Q: 3 clusters Score -1661193 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1661424.625000 Penalty: 3151.949707
	Iteration 6Q: 3 clusters Score -1661425 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1661622.500000 Penalty: 3151.949707
	Iteration 7Q: 3 clusters Score -1661622 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1661808.500000 Penalty: 3151.949707
	Iteration 8Q: 3 clusters Score -1661808 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1662012.750000 Penalty: 3151.949707
	Iteration 9Q: 3 clusters Score -1662013 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1662240.750000 Penalty: 3151.949707
	Iteration 10Q: 3 clusters Score -1662241 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1662495.000000 Penalty: 3151.949707
	Iteration 11Q: 3 clusters Score -1662495 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1662801.750000 Penalty: 3151.949707
	Iteration 12Q: 3 clusters Score -1662802 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1663175.375000 Penalty: 3151.949707
	Iteration 13Q: 3 clusters Score -1663175 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1663557.125000 Penalty: 3151.949707
	Iteration 14Q: 3 clusters Score -1663557 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1663906.750000 Penalty: 3151.949707
	Iteration 15Q: 3 clusters Score -1663907 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1664187.750000 Penalty: 3151.949707
	Iteration 16Q: 3 clusters Score -1664188 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1664425.625000 Penalty: 3151.949707
	Iteration 17Q: 3 clusters Score -1664426 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1664623.000000 Penalty: 3151.949707
	Iteration 18Q: 3 clusters Score -1664623 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1664811.500000 Penalty: 3151.949707
	Iteration 19Q: 3 clusters Score -1664812 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1664996.000000 Penalty: 3151.949707
	Iteration 20F: 3 clusters Score -1664996 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1665164.125000 Penalty: 3151.949707
	Iteration 21Q: 3 clusters Score -1665164 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1665329.000000 Penalty: 3151.949707
	Iteration 22Q: 3 clusters Score -1665329 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1665467.875000 Penalty: 3151.949707
	Iteration 23Q: 3 clusters Score -1665468 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1665568.125000 Penalty: 3151.949707
	Iteration 24Q: 3 clusters Score -1665568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1665618.000000 Penalty: 3151.949707
	Iteration 25Q: 3 clusters Score -1665618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1665663.875000 Penalty: 3151.949707
	Iteration 26Q: 3 clusters Score -1665664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1665706.500000 Penalty: 3151.949707
	Iteration 27Q: 3 clusters Score -1665706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1665748.375000 Penalty: 3151.949707
	Iteration 28Q: 3 clusters Score -1665748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1665782.625000 Penalty: 3151.949707
	Iteration 29Q: 3 clusters Score -1665783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1665811.625000 Penalty: 3151.949707
	Iteration 30Q: 3 clusters Score -1665812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1665832.000000 Penalty: 3151.949707
	Iteration 31Q: 3 clusters Score -1665832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1665849.375000 Penalty: 3151.949707
	Iteration 32Q: 3 clusters Score -1665849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1665865.500000 Penalty: 3151.949707
	Iteration 33Q: 3 clusters Score -1665866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1665878.250000 Penalty: 3151.949707
	Iteration 34Q: 3 clusters Score -1665878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1665887.000000 Penalty: 3151.949707
	Iteration 35Q: 3 clusters Score -1665887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1665904.250000 Penalty: 3151.949707
	Iteration 36Q: 3 clusters Score -1665904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1665914.500000 Penalty: 3151.949707
	Iteration 37Q: 3 clusters Score -1665914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1665921.875000 Penalty: 3151.949707
	Iteration 38Q: 3 clusters Score -1665922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1665934.500000 Penalty: 3151.949707
	Iteration 39Q: 3 clusters Score -1665934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1665941.750000 Penalty: 3151.949707
	Iteration 40F: 3 clusters Score -1665942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1665951.000000 Penalty: 3151.949707
	Iteration 41Q: 3 clusters Score -1665951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1665973.250000 Penalty: 3151.949707
	Iteration 42Q: 3 clusters Score -1665973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1665986.750000 Penalty: 3151.949707
	Iteration 43Q: 3 clusters Score -1665987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1665996.250000 Penalty: 3151.949707
	Iteration 44Q: 3 clusters Score -1665996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1666006.375000 Penalty: 3151.949707
	Iteration 45Q: 3 clusters Score -1666006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1666015.375000 Penalty: 3151.949707
	Iteration 46Q: 3 clusters Score -1666015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1666025.375000 Penalty: 3151.949707
	Iteration 47Q: 3 clusters Score -1666025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1666035.125000 Penalty: 3151.949707
	Iteration 48Q: 3 clusters Score -1666035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1666042.250000 Penalty: 3151.949707
	Iteration 49Q: 3 clusters Score -1666042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1666041.250000 Penalty: 3151.949707
	Iteration 50Q: 3 clusters Score -1666041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1666045.625000 Penalty: 3151.949707
	Iteration 51Q: 3 clusters Score -1666046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1666050.250000 Penalty: 3151.949707
	Iteration 52Q: 3 clusters Score -1666050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1666050.250000 Penalty: 3151.949707
	Iteration 53Q: 3 clusters Score -1666050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1666054.125000 Penalty: 3151.949707
	Iteration 54Q: 3 clusters Score -1666054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1666053.875000 Penalty: 3151.949707
	Iteration 55Q: 3 clusters Score -1666054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1666057.000000 Penalty: 3151.949707
	Iteration 56Q: 3 clusters Score -1666057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1666058.125000 Penalty: 3151.949707
	Iteration 57Q: 3 clusters Score -1666058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1666057.125000 Penalty: 3151.949707
	Iteration 58Q: 3 clusters Score -1666057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1666057.250000 Penalty: 3151.949707
	Iteration 59Q: 3 clusters Score -1666057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1666057.250000 Penalty: 3151.949707
	Iteration 60F: 3 clusters Score -1666057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1666056.625000 Penalty: 3151.949707
	Iteration 61Q: 3 clusters Score -1666057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1666056.625000 Penalty: 3151.949707
	Iteration 62F: 3 clusters Score -1666057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Entering Unmasked Estep 
Score: -1039437.875000 Penalty: 1498.168579
	Iteration 0F: 2 clusters Score -1039438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1032161.500000 Penalty: 2996.337158
	Iteration 0F: 3 clusters Score -1032162 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1034498.312500 Penalty: 2996.337158
	Iteration 1F: 3 clusters Score -1034498 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1034741.187500 Penalty: 2996.337158
	Iteration 2F: 3 clusters Score -1034741 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1034945.250000 Penalty: 2996.337158
	Iteration 3Q: 3 clusters Score -1034945 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1035149.812500 Penalty: 2996.337158
	Iteration 4Q: 3 clusters Score -1035150 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1035345.625000 Penalty: 2996.337158
	Iteration 5Q: 3 clusters Score -1035346 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1035592.062500 Penalty: 2996.337158
	Iteration 6Q: 3 clusters Score -1035592 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1035884.500000 Penalty: 2996.337158
	Iteration 7F: 3 clusters Score -1035884 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1036160.062500 Penalty: 2996.337158
	Iteration 8Q: 3 clusters Score -1036160 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1036420.062500 Penalty: 2996.337158
	Iteration 9Q: 3 clusters Score -1036420 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1036668.625000 Penalty: 2996.337158
	Iteration 10Q: 3 clusters Score -1036669 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1036915.750000 Penalty: 2996.337158
	Iteration 11Q: 3 clusters Score -1036916 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1037156.562500 Penalty: 2996.337158
	Iteration 12Q: 3 clusters Score -1037157 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1037353.750000 Penalty: 2996.337158
	Iteration 13Q: 3 clusters Score -1037354 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1037493.750000 Penalty: 2996.337158
	Iteration 14Q: 3 clusters Score -1037494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1037601.125000 Penalty: 2996.337158
	Iteration 15Q: 3 clusters Score -1037601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1037664.437500 Penalty: 2996.337158
	Iteration 16Q: 3 clusters Score -1037664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1037722.125000 Penalty: 2996.337158
	Iteration 17Q: 3 clusters Score -1037722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1037763.187500 Penalty: 2996.337158
	Iteration 18Q: 3 clusters Score -1037763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1037797.562500 Penalty: 2996.337158
	Iteration 19Q: 3 clusters Score -1037798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1037836.500000 Penalty: 2996.337158
	Iteration 20F: 3 clusters Score -1037836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1037873.250000 Penalty: 2996.337158
	Iteration 21Q: 3 clusters Score -1037873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1037909.625000 Penalty: 2996.337158
	Iteration 22Q: 3 clusters Score -1037910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1037934.812500 Penalty: 2996.337158
	Iteration 23Q: 3 clusters Score -1037935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1037954.125000 Penalty: 2996.337158
	Iteration 24Q: 3 clusters Score -1037954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1037969.875000 Penalty: 2996.337158
	Iteration 25Q: 3 clusters Score -1037970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1037975.812500 Penalty: 2996.337158
	Iteration 26Q: 3 clusters Score -1037976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1037982.437500 Penalty: 2996.337158
	Iteration 27Q: 3 clusters Score -1037982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1037989.562500 Penalty: 2996.337158
	Iteration 28Q: 3 clusters Score -1037990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1037997.625000 Penalty: 2996.337158
	Iteration 29Q: 3 clusters Score -1037998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1038005.812500 Penalty: 2996.337158
	Iteration 30Q: 3 clusters Score -1038006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1038008.812500 Penalty: 2996.337158
	Iteration 31Q: 3 clusters Score -1038009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1038013.875000 Penalty: 2996.337158
	Iteration 32Q: 3 clusters Score -1038014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1038018.125000 Penalty: 2996.337158
	Iteration 33Q: 3 clusters Score -1038018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1038023.625000 Penalty: 2996.337158
	Iteration 34Q: 3 clusters Score -1038024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1038027.687500 Penalty: 2996.337158
	Iteration 35Q: 3 clusters Score -1038028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1038030.250000 Penalty: 2996.337158
	Iteration 36Q: 3 clusters Score -1038030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1038031.312500 Penalty: 2996.337158
	Iteration 37Q: 3 clusters Score -1038031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1038034.625000 Penalty: 2996.337158
	Iteration 38Q: 3 clusters Score -1038035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1038035.062500 Penalty: 2996.337158
	Iteration 39Q: 3 clusters Score -1038035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1038037.125000 Penalty: 2996.337158
	Iteration 40F: 3 clusters Score -1038037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1038037.375000 Penalty: 2996.337158
	Iteration 41Q: 3 clusters Score -1038037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1038039.250000 Penalty: 2996.337158
	Iteration 42Q: 3 clusters Score -1038039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1038039.312500 Penalty: 2996.337158
	Iteration 43Q: 3 clusters Score -1038039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1038039.375000 Penalty: 2996.337158
	Iteration 44Q: 3 clusters Score -1038039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1038040.687500 Penalty: 2996.337158
	Iteration 45Q: 3 clusters Score -1038041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1038043.625000 Penalty: 2996.337158
	Iteration 46Q: 3 clusters Score -1038044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1038043.187500 Penalty: 2996.337158
	Iteration 47Q: 3 clusters Score -1038043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1038044.125000 Penalty: 2996.337158
	Iteration 48Q: 3 clusters Score -1038044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1038043.750000 Penalty: 2996.337158
	Iteration 49Q: 3 clusters Score -1038044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1038044.375000 Penalty: 2996.337158
	Iteration 50Q: 3 clusters Score -1038044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1038046.625000 Penalty: 2996.337158
	Iteration 51Q: 3 clusters Score -1038047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1038048.687500 Penalty: 2996.337158
	Iteration 52Q: 3 clusters Score -1038049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1038049.500000 Penalty: 2996.337158
	Iteration 53Q: 3 clusters Score -1038050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1038050.687500 Penalty: 2996.337158
	Iteration 54Q: 3 clusters Score -1038051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1038052.000000 Penalty: 2996.337158
	Iteration 55Q: 3 clusters Score -1038052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1038053.312500 Penalty: 2996.337158
	Iteration 56Q: 3 clusters Score -1038053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1038054.937500 Penalty: 2996.337158
	Iteration 57Q: 3 clusters Score -1038055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1038053.937500 Penalty: 2996.337158
	Iteration 58Q: 3 clusters Score -1038054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1038054.812500 Penalty: 2996.337158
	Iteration 59Q: 3 clusters Score -1038055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1038054.187500 Penalty: 2996.337158
	Iteration 60F: 3 clusters Score -1038054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1038054.250000 Penalty: 2996.337158
	Iteration 61Q: 3 clusters Score -1038054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1038055.437500 Penalty: 2996.337158
	Iteration 62Q: 3 clusters Score -1038055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1038056.125000 Penalty: 2996.337158
	Iteration 63Q: 3 clusters Score -1038056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1038058.937500 Penalty: 2996.337158
	Iteration 64Q: 3 clusters Score -1038059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1038057.375000 Penalty: 2996.337158
	Iteration 65Q: 3 clusters Score -1038057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1038058.437500 Penalty: 2996.337158
	Iteration 66Q: 3 clusters Score -1038058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1038059.250000 Penalty: 2996.337158
	Iteration 67Q: 3 clusters Score -1038059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1038060.187500 Penalty: 2996.337158
	Iteration 68Q: 3 clusters Score -1038060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1038057.687500 Penalty: 2996.337158
	Iteration 69Q: 3 clusters Score -1038058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1038060.250000 Penalty: 2996.337158
	Iteration 70Q: 3 clusters Score -1038060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1038058.812500 Penalty: 2996.337158
	Iteration 71Q: 3 clusters Score -1038059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1038060.062500 Penalty: 2996.337158
	Iteration 72Q: 3 clusters Score -1038060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1038060.562500 Penalty: 2996.337158
	Iteration 73Q: 3 clusters Score -1038061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1038062.187500 Penalty: 2996.337158
	Iteration 74Q: 3 clusters Score -1038062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1038063.000000 Penalty: 2996.337158
	Iteration 75Q: 3 clusters Score -1038063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1038064.625000 Penalty: 2996.337158
	Iteration 76Q: 3 clusters Score -1038065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1038067.500000 Penalty: 2996.337158
	Iteration 77Q: 3 clusters Score -1038068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1038070.437500 Penalty: 2996.337158
	Iteration 78Q: 3 clusters Score -1038070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1038072.812500 Penalty: 2996.337158
	Iteration 79Q: 3 clusters Score -1038073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1038073.187500 Penalty: 2996.337158
	Iteration 80F: 3 clusters Score -1038073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1038076.562500 Penalty: 2996.337158
	Iteration 81Q: 3 clusters Score -1038077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1038076.562500 Penalty: 2996.337158
	Iteration 82Q: 3 clusters Score -1038077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1038076.125000 Penalty: 2996.337158
	Iteration 83Q: 3 clusters Score -1038076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1038075.437500 Penalty: 2996.337158
	Iteration 84Q: 3 clusters Score -1038075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1038081.187500 Penalty: 2996.337158
	Iteration 85Q: 3 clusters Score -1038081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1038084.500000 Penalty: 2996.337158
	Iteration 86Q: 3 clusters Score -1038084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1038087.437500 Penalty: 2996.337158
	Iteration 87Q: 3 clusters Score -1038087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1038088.500000 Penalty: 2996.337158
	Iteration 88Q: 3 clusters Score -1038088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1038090.562500 Penalty: 2996.337158
	Iteration 89Q: 3 clusters Score -1038091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1038091.000000 Penalty: 2996.337158
	Iteration 90Q: 3 clusters Score -1038091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1038091.375000 Penalty: 2996.337158
	Iteration 91Q: 3 clusters Score -1038091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1038089.812500 Penalty: 2996.337158
	Iteration 92Q: 3 clusters Score -1038090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1038091.312500 Penalty: 2996.337158
	Iteration 93Q: 3 clusters Score -1038091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1038092.187500 Penalty: 2996.337158
	Iteration 94Q: 3 clusters Score -1038092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1038092.562500 Penalty: 2996.337158
	Iteration 95Q: 3 clusters Score -1038093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1038091.750000 Penalty: 2996.337158
	Iteration 96Q: 3 clusters Score -1038092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1038093.562500 Penalty: 2996.337158
	Iteration 97Q: 3 clusters Score -1038094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1038093.625000 Penalty: 2996.337158
	Iteration 98Q: 3 clusters Score -1038094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1038093.625000 Penalty: 2996.337158
	Iteration 99F: 3 clusters Score -1038094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (191842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Entering Unmasked Estep 
Score: -19974118.000000 Penalty: 1976.719482
	Iteration 0F: 2 clusters Score -1.997412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -19852610.000000 Penalty: 3953.438965
	Iteration 0F: 3 clusters Score -1.985261e+07 nChanged 92770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -19906858.000000 Penalty: 3953.438965
	Iteration 1F: 3 clusters Score -1.990686e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -19908036.000000 Penalty: 3953.438965
	Iteration 2Q: 3 clusters Score -1.990804e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -19910000.000000 Penalty: 3953.438965
	Iteration 3Q: 3 clusters Score -1.991e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -19913184.000000 Penalty: 3953.438965
	Iteration 4Q: 3 clusters Score -1.991318e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125689 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -19919002.000000 Penalty: 3953.438965
	Iteration 5F: 3 clusters Score -1.9919e+07 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -19929866.000000 Penalty: 3953.438965
	Iteration 6F: 3 clusters Score -1.992987e+07 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -19945286.000000 Penalty: 3953.438965
	Iteration 7F: 3 clusters Score -1.994529e+07 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174815 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -19959886.000000 Penalty: 3953.438965
	Iteration 8F: 3 clusters Score -1.995989e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185912 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -19968520.000000 Penalty: 3953.438965
	Iteration 9F: 3 clusters Score -1.996852e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190206 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -19971652.000000 Penalty: 3953.438965
	Iteration 10Q: 3 clusters Score -1.997165e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191228 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -19972428.000000 Penalty: 3953.438965
	Iteration 11Q: 3 clusters Score -1.997243e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19972808.000000 Penalty: 3953.438965
	Iteration 12Q: 3 clusters Score -1.997281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191444 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19973006.000000 Penalty: 3953.438965
	Iteration 13Q: 3 clusters Score -1.997301e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19973084.000000 Penalty: 3953.438965
	Iteration 14Q: 3 clusters Score -1.997308e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191416 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19973126.000000 Penalty: 3953.438965
	Iteration 15Q: 3 clusters Score -1.997313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191415 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19973144.000000 Penalty: 3953.438965
	Iteration 16Q: 3 clusters Score -1.997314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191416 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19973170.000000 Penalty: 3953.438965
	Iteration 17Q: 3 clusters Score -1.997317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19973174.000000 Penalty: 3953.438965
	Iteration 18Q: 3 clusters Score -1.997317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19973174.000000 Penalty: 3953.438965
	Iteration 19Q: 3 clusters Score -1.997317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191403 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19973178.000000 Penalty: 3953.438965
	Iteration 20F: 3 clusters Score -1.997318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19973182.000000 Penalty: 3953.438965
	Iteration 21Q: 3 clusters Score -1.997318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19973176.000000 Penalty: 3953.438965
	Iteration 22Q: 3 clusters Score -1.997318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19973176.000000 Penalty: 3953.438965
	Iteration 23F: 3 clusters Score -1.997318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Entering Unmasked Estep 
Score: -2882018.750000 Penalty: 1676.381348
	Iteration 0F: 2 clusters Score -2882019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2861716.500000 Penalty: 3352.762695
	Iteration 0F: 3 clusters Score -2861716 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2869829.250000 Penalty: 3352.762695
	Iteration 1F: 3 clusters Score -2869829 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2870649.000000 Penalty: 3352.762695
	Iteration 2F: 3 clusters Score -2870649 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2871520.750000 Penalty: 3352.762695
	Iteration 3F: 3 clusters Score -2871521 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2872497.000000 Penalty: 3352.762695
	Iteration 4F: 3 clusters Score -2872497 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2873701.750000 Penalty: 3352.762695
	Iteration 5F: 3 clusters Score -2873702 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2875034.000000 Penalty: 3352.762695
	Iteration 6F: 3 clusters Score -2875034 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2876228.750000 Penalty: 3352.762695
	Iteration 7F: 3 clusters Score -2876229 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2877191.750000 Penalty: 3352.762695
	Iteration 8Q: 3 clusters Score -2877192 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2877903.750000 Penalty: 3352.762695
	Iteration 9Q: 3 clusters Score -2877904 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2878390.500000 Penalty: 3352.762695
	Iteration 10Q: 3 clusters Score -2878390 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2878738.250000 Penalty: 3352.762695
	Iteration 11Q: 3 clusters Score -2878738 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2879010.750000 Penalty: 3352.762695
	Iteration 12Q: 3 clusters Score -2879011 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2879268.750000 Penalty: 3352.762695
	Iteration 13Q: 3 clusters Score -2879269 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2879534.750000 Penalty: 3352.762695
	Iteration 14Q: 3 clusters Score -2879535 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2879804.750000 Penalty: 3352.762695
	Iteration 15Q: 3 clusters Score -2879805 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2880014.750000 Penalty: 3352.762695
	Iteration 16Q: 3 clusters Score -2880015 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2880176.500000 Penalty: 3352.762695
	Iteration 17Q: 3 clusters Score -2880176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2880340.000000 Penalty: 3352.762695
	Iteration 18Q: 3 clusters Score -2880340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2880448.250000 Penalty: 3352.762695
	Iteration 19Q: 3 clusters Score -2880448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2880519.750000 Penalty: 3352.762695
	Iteration 20F: 3 clusters Score -2880520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2880568.000000 Penalty: 3352.762695
	Iteration 21Q: 3 clusters Score -2880568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2880598.000000 Penalty: 3352.762695
	Iteration 22Q: 3 clusters Score -2880598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2880636.250000 Penalty: 3352.762695
	Iteration 23Q: 3 clusters Score -2880636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2880660.750000 Penalty: 3352.762695
	Iteration 24Q: 3 clusters Score -2880661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2880678.000000 Penalty: 3352.762695
	Iteration 25Q: 3 clusters Score -2880678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2880693.500000 Penalty: 3352.762695
	Iteration 26Q: 3 clusters Score -2880694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2880703.000000 Penalty: 3352.762695
	Iteration 27Q: 3 clusters Score -2880703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2880721.000000 Penalty: 3352.762695
	Iteration 28Q: 3 clusters Score -2880721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2880738.500000 Penalty: 3352.762695
	Iteration 29Q: 3 clusters Score -2880738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2880748.250000 Penalty: 3352.762695
	Iteration 30Q: 3 clusters Score -2880748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2880765.000000 Penalty: 3352.762695
	Iteration 31Q: 3 clusters Score -2880765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2880768.250000 Penalty: 3352.762695
	Iteration 32Q: 3 clusters Score -2880768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2880778.750000 Penalty: 3352.762695
	Iteration 33Q: 3 clusters Score -2880779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2880787.500000 Penalty: 3352.762695
	Iteration 34Q: 3 clusters Score -2880788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2880796.000000 Penalty: 3352.762695
	Iteration 35Q: 3 clusters Score -2880796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2880797.250000 Penalty: 3352.762695
	Iteration 36Q: 3 clusters Score -2880797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2880798.000000 Penalty: 3352.762695
	Iteration 37Q: 3 clusters Score -2880798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2880796.500000 Penalty: 3352.762695
	Iteration 38Q: 3 clusters Score -2880796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2880795.000000 Penalty: 3352.762695
	Iteration 39Q: 3 clusters Score -2880795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2880797.250000 Penalty: 3352.762695
	Iteration 40F: 3 clusters Score -2880797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -539272.812500 Penalty: 1403.904297
	Iteration 0F: 2 clusters Score -539272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -534975.062500 Penalty: 2807.808594
	Iteration 0F: 3 clusters Score -534975.1 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -536360.687500 Penalty: 2807.808594
	Iteration 1F: 3 clusters Score -536360.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -536750.312500 Penalty: 2807.808594
	Iteration 2F: 3 clusters Score -536750.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -537093.937500 Penalty: 2807.808594
	Iteration 3F: 3 clusters Score -537093.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -537366.250000 Penalty: 2807.808594
	Iteration 4F: 3 clusters Score -537366.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -537583.812500 Penalty: 2807.808594
	Iteration 5F: 3 clusters Score -537583.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -537742.750000 Penalty: 2807.808594
	Iteration 6Q: 3 clusters Score -537742.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -537867.312500 Penalty: 2807.808594
	Iteration 7Q: 3 clusters Score -537867.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -537941.562500 Penalty: 2807.808594
	Iteration 8Q: 3 clusters Score -537941.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -537986.750000 Penalty: 2807.808594
	Iteration 9Q: 3 clusters Score -537986.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -538020.250000 Penalty: 2807.808594
	Iteration 10Q: 3 clusters Score -538020.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -538050.125000 Penalty: 2807.808594
	Iteration 11Q: 3 clusters Score -538050.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -538086.875000 Penalty: 2807.808594
	Iteration 12Q: 3 clusters Score -538086.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -538121.750000 Penalty: 2807.808594
	Iteration 13Q: 3 clusters Score -538121.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -538153.625000 Penalty: 2807.808594
	Iteration 14Q: 3 clusters Score -538153.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -538169.562500 Penalty: 2807.808594
	Iteration 15Q: 3 clusters Score -538169.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -538178.937500 Penalty: 2807.808594
	Iteration 16Q: 3 clusters Score -538178.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -538187.250000 Penalty: 2807.808594
	Iteration 17Q: 3 clusters Score -538187.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -538193.312500 Penalty: 2807.808594
	Iteration 18Q: 3 clusters Score -538193.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -538198.625000 Penalty: 2807.808594
	Iteration 19Q: 3 clusters Score -538198.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -538206.937500 Penalty: 2807.808594
	Iteration 20F: 3 clusters Score -538206.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -538215.625000 Penalty: 2807.808594
	Iteration 21Q: 3 clusters Score -538215.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -538221.062500 Penalty: 2807.808594
	Iteration 22Q: 3 clusters Score -538221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -538226.125000 Penalty: 2807.808594
	Iteration 23Q: 3 clusters Score -538226.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -538228.875000 Penalty: 2807.808594
	Iteration 24Q: 3 clusters Score -538228.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -538232.062500 Penalty: 2807.808594
	Iteration 25Q: 3 clusters Score -538232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -538235.250000 Penalty: 2807.808594
	Iteration 26Q: 3 clusters Score -538235.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -538238.437500 Penalty: 2807.808594
	Iteration 27Q: 3 clusters Score -538238.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -538242.687500 Penalty: 2807.808594
	Iteration 28Q: 3 clusters Score -538242.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -538247.937500 Penalty: 2807.808594
	Iteration 29Q: 3 clusters Score -538247.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -538251.562500 Penalty: 2807.808594
	Iteration 30Q: 3 clusters Score -538251.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -538254.562500 Penalty: 2807.808594
	Iteration 31Q: 3 clusters Score -538254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -538257.812500 Penalty: 2807.808594
	Iteration 32Q: 3 clusters Score -538257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -538260.000000 Penalty: 2807.808594
	Iteration 33Q: 3 clusters Score -538260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -538260.812500 Penalty: 2807.808594
	Iteration 34Q: 3 clusters Score -538260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -538263.812500 Penalty: 2807.808594
	Iteration 35Q: 3 clusters Score -538263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -538265.625000 Penalty: 2807.808594
	Iteration 36Q: 3 clusters Score -538265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -538268.125000 Penalty: 2807.808594
	Iteration 37Q: 3 clusters Score -538268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -538270.437500 Penalty: 2807.808594
	Iteration 38Q: 3 clusters Score -538270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -538271.500000 Penalty: 2807.808594
	Iteration 39Q: 3 clusters Score -538271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -538273.812500 Penalty: 2807.808594
	Iteration 40F: 3 clusters Score -538273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -538275.875000 Penalty: 2807.808594
	Iteration 41Q: 3 clusters Score -538275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -538277.250000 Penalty: 2807.808594
	Iteration 42Q: 3 clusters Score -538277.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -538280.937500 Penalty: 2807.808594
	Iteration 43Q: 3 clusters Score -538280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -538284.125000 Penalty: 2807.808594
	Iteration 44Q: 3 clusters Score -538284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -538286.375000 Penalty: 2807.808594
	Iteration 45Q: 3 clusters Score -538286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -538289.687500 Penalty: 2807.808594
	Iteration 46Q: 3 clusters Score -538289.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -538292.000000 Penalty: 2807.808594
	Iteration 47Q: 3 clusters Score -538292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -538293.062500 Penalty: 2807.808594
	Iteration 48Q: 3 clusters Score -538293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -538295.062500 Penalty: 2807.808594
	Iteration 49Q: 3 clusters Score -538295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -538294.625000 Penalty: 2807.808594
	Iteration 50Q: 3 clusters Score -538294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -538295.687500 Penalty: 2807.808594
	Iteration 51Q: 3 clusters Score -538295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -538297.687500 Penalty: 2807.808594
	Iteration 52Q: 3 clusters Score -538297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -538299.687500 Penalty: 2807.808594
	Iteration 53Q: 3 clusters Score -538299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -538300.187500 Penalty: 2807.808594
	Iteration 54Q: 3 clusters Score -538300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -538303.750000 Penalty: 2807.808594
	Iteration 55Q: 3 clusters Score -538303.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -538305.625000 Penalty: 2807.808594
	Iteration 56Q: 3 clusters Score -538305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -538310.812500 Penalty: 2807.808594
	Iteration 57Q: 3 clusters Score -538310.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -538313.062500 Penalty: 2807.808594
	Iteration 58Q: 3 clusters Score -538313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -538315.625000 Penalty: 2807.808594
	Iteration 59Q: 3 clusters Score -538315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -538316.750000 Penalty: 2807.808594
	Iteration 60F: 3 clusters Score -538316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -538319.687500 Penalty: 2807.808594
	Iteration 61Q: 3 clusters Score -538319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -538319.312500 Penalty: 2807.808594
	Iteration 62Q: 3 clusters Score -538319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -538320.937500 Penalty: 2807.808594
	Iteration 63Q: 3 clusters Score -538320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -538323.187500 Penalty: 2807.808594
	Iteration 64Q: 3 clusters Score -538323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -538323.000000 Penalty: 2807.808594
	Iteration 65Q: 3 clusters Score -538323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -538325.375000 Penalty: 2807.808594
	Iteration 66Q: 3 clusters Score -538325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -538326.187500 Penalty: 2807.808594
	Iteration 67Q: 3 clusters Score -538326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -538326.125000 Penalty: 2807.808594
	Iteration 68Q: 3 clusters Score -538326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -538328.687500 Penalty: 2807.808594
	Iteration 69Q: 3 clusters Score -538328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -538327.937500 Penalty: 2807.808594
	Iteration 70Q: 3 clusters Score -538327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -538327.937500 Penalty: 2807.808594
	Iteration 71F: 3 clusters Score -538327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Entering Unmasked Estep 
Score: -3105999.000000 Penalty: 1674.830688
	Iteration 0F: 2 clusters Score -3105999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3085818.250000 Penalty: 3349.661377
	Iteration 0F: 3 clusters Score -3085818 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3093543.500000 Penalty: 3349.661377
	Iteration 1F: 3 clusters Score -3093544 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3094035.500000 Penalty: 3349.661377
	Iteration 2Q: 3 clusters Score -3094036 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3094568.250000 Penalty: 3349.661377
	Iteration 3Q: 3 clusters Score -3094568 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3095307.250000 Penalty: 3349.661377
	Iteration 4Q: 3 clusters Score -3095307 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3096359.500000 Penalty: 3349.661377
	Iteration 5F: 3 clusters Score -3096360 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3097696.750000 Penalty: 3349.661377
	Iteration 6F: 3 clusters Score -3097697 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3099308.000000 Penalty: 3349.661377
	Iteration 7F: 3 clusters Score -3099308 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3100901.000000 Penalty: 3349.661377
	Iteration 8F: 3 clusters Score -3100901 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3102091.000000 Penalty: 3349.661377
	Iteration 9Q: 3 clusters Score -3102091 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3102929.500000 Penalty: 3349.661377
	Iteration 10Q: 3 clusters Score -3102930 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3103414.000000 Penalty: 3349.661377
	Iteration 11Q: 3 clusters Score -3103414 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3103777.500000 Penalty: 3349.661377
	Iteration 12Q: 3 clusters Score -3103778 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3103994.250000 Penalty: 3349.661377
	Iteration 13Q: 3 clusters Score -3103994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3104143.750000 Penalty: 3349.661377
	Iteration 14Q: 3 clusters Score -3104144 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3104246.500000 Penalty: 3349.661377
	Iteration 15Q: 3 clusters Score -3104246 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3104325.750000 Penalty: 3349.661377
	Iteration 16Q: 3 clusters Score -3104326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3104380.250000 Penalty: 3349.661377
	Iteration 17Q: 3 clusters Score -3104380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3104437.000000 Penalty: 3349.661377
	Iteration 18Q: 3 clusters Score -3104437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3104463.250000 Penalty: 3349.661377
	Iteration 19Q: 3 clusters Score -3104463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3104488.250000 Penalty: 3349.661377
	Iteration 20F: 3 clusters Score -3104488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3104515.000000 Penalty: 3349.661377
	Iteration 21Q: 3 clusters Score -3104515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3104527.750000 Penalty: 3349.661377
	Iteration 22Q: 3 clusters Score -3104528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3104531.500000 Penalty: 3349.661377
	Iteration 23Q: 3 clusters Score -3104532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3104540.250000 Penalty: 3349.661377
	Iteration 24Q: 3 clusters Score -3104540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3104542.750000 Penalty: 3349.661377
	Iteration 25Q: 3 clusters Score -3104543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3104549.500000 Penalty: 3349.661377
	Iteration 26Q: 3 clusters Score -3104550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3104552.250000 Penalty: 3349.661377
	Iteration 27Q: 3 clusters Score -3104552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3104556.500000 Penalty: 3349.661377
	Iteration 28Q: 3 clusters Score -3104556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3104554.750000 Penalty: 3349.661377
	Iteration 29Q: 3 clusters Score -3104555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3104567.000000 Penalty: 3349.661377
	Iteration 30Q: 3 clusters Score -3104567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3104569.750000 Penalty: 3349.661377
	Iteration 31Q: 3 clusters Score -3104570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3104578.750000 Penalty: 3349.661377
	Iteration 32Q: 3 clusters Score -3104579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3104583.000000 Penalty: 3349.661377
	Iteration 33Q: 3 clusters Score -3104583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3104584.750000 Penalty: 3349.661377
	Iteration 34Q: 3 clusters Score -3104585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3104585.000000 Penalty: 3349.661377
	Iteration 35Q: 3 clusters Score -3104585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3104589.750000 Penalty: 3349.661377
	Iteration 36Q: 3 clusters Score -3104590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3104597.750000 Penalty: 3349.661377
	Iteration 37Q: 3 clusters Score -3104598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3104597.750000 Penalty: 3349.661377
	Iteration 38Q: 3 clusters Score -3104598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3104599.750000 Penalty: 3349.661377
	Iteration 39Q: 3 clusters Score -3104600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3104600.250000 Penalty: 3349.661377
	Iteration 40F: 3 clusters Score -3104600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3104605.000000 Penalty: 3349.661377
	Iteration 41Q: 3 clusters Score -3104605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3104602.500000 Penalty: 3349.661377
	Iteration 42Q: 3 clusters Score -3104602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3104600.250000 Penalty: 3349.661377
	Iteration 43Q: 3 clusters Score -3104600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3104605.000000 Penalty: 3349.661377
	Iteration 44Q: 3 clusters Score -3104605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3104608.750000 Penalty: 3349.661377
	Iteration 45Q: 3 clusters Score -3104609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3104603.500000 Penalty: 3349.661377
	Iteration 46Q: 3 clusters Score -3104604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3104603.750000 Penalty: 3349.661377
	Iteration 47Q: 3 clusters Score -3104604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3104607.250000 Penalty: 3349.661377
	Iteration 48Q: 3 clusters Score -3104607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3104606.000000 Penalty: 3349.661377
	Iteration 49Q: 3 clusters Score -3104606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3104607.250000 Penalty: 3349.661377
	Iteration 50Q: 3 clusters Score -3104607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3104611.500000 Penalty: 3349.661377
	Iteration 51Q: 3 clusters Score -3104612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3104610.750000 Penalty: 3349.661377
	Iteration 52Q: 3 clusters Score -3104611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3104611.250000 Penalty: 3349.661377
	Iteration 53Q: 3 clusters Score -3104611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3104612.750000 Penalty: 3349.661377
	Iteration 54Q: 3 clusters Score -3104613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3104612.500000 Penalty: 3349.661377
	Iteration 55Q: 3 clusters Score -3104612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3104617.000000 Penalty: 3349.661377
	Iteration 56Q: 3 clusters Score -3104617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3104617.000000 Penalty: 3349.661377
	Iteration 57F: 3 clusters Score -3104617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Entering Unmasked Estep 
Score: -3921879.500000 Penalty: 1712.502319
	Iteration 0F: 2 clusters Score -3921880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3896477.000000 Penalty: 3425.004639
	Iteration 0F: 3 clusters Score -3896477 nChanged 17530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3906642.250000 Penalty: 3425.004639
	Iteration 1F: 3 clusters Score -3906642 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3907447.250000 Penalty: 3425.004639
	Iteration 2Q: 3 clusters Score -3907447 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3908460.500000 Penalty: 3425.004639
	Iteration 3F: 3 clusters Score -3908460 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3909835.000000 Penalty: 3425.004639
	Iteration 4F: 3 clusters Score -3909835 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3911499.500000 Penalty: 3425.004639
	Iteration 5F: 3 clusters Score -3911500 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3913090.250000 Penalty: 3425.004639
	Iteration 6F: 3 clusters Score -3913090 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3914446.250000 Penalty: 3425.004639
	Iteration 7F: 3 clusters Score -3914446 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3915409.000000 Penalty: 3425.004639
	Iteration 8Q: 3 clusters Score -3915409 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3916073.500000 Penalty: 3425.004639
	Iteration 9Q: 3 clusters Score -3916074 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3916507.250000 Penalty: 3425.004639
	Iteration 10Q: 3 clusters Score -3916507 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3916794.500000 Penalty: 3425.004639
	Iteration 11Q: 3 clusters Score -3916794 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3916996.750000 Penalty: 3425.004639
	Iteration 12Q: 3 clusters Score -3916997 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3917157.250000 Penalty: 3425.004639
	Iteration 13Q: 3 clusters Score -3917157 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3917243.750000 Penalty: 3425.004639
	Iteration 14Q: 3 clusters Score -3917244 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3917356.750000 Penalty: 3425.004639
	Iteration 15Q: 3 clusters Score -3917357 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3917482.250000 Penalty: 3425.004639
	Iteration 16Q: 3 clusters Score -3917482 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3917610.750000 Penalty: 3425.004639
	Iteration 17Q: 3 clusters Score -3917611 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3917739.250000 Penalty: 3425.004639
	Iteration 18Q: 3 clusters Score -3917739 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3917837.250000 Penalty: 3425.004639
	Iteration 19Q: 3 clusters Score -3917837 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3917959.250000 Penalty: 3425.004639
	Iteration 20F: 3 clusters Score -3917959 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3918118.000000 Penalty: 3425.004639
	Iteration 21Q: 3 clusters Score -3918118 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3918271.750000 Penalty: 3425.004639
	Iteration 22Q: 3 clusters Score -3918272 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3918429.000000 Penalty: 3425.004639
	Iteration 23Q: 3 clusters Score -3918429 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3918584.000000 Penalty: 3425.004639
	Iteration 24Q: 3 clusters Score -3918584 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3918747.750000 Penalty: 3425.004639
	Iteration 25Q: 3 clusters Score -3918748 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3918922.250000 Penalty: 3425.004639
	Iteration 26Q: 3 clusters Score -3918922 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3919105.250000 Penalty: 3425.004639
	Iteration 27Q: 3 clusters Score -3919105 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3919282.500000 Penalty: 3425.004639
	Iteration 28Q: 3 clusters Score -3919282 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3919461.000000 Penalty: 3425.004639
	Iteration 29Q: 3 clusters Score -3919461 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3919628.750000 Penalty: 3425.004639
	Iteration 30Q: 3 clusters Score -3919629 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3919759.500000 Penalty: 3425.004639
	Iteration 31Q: 3 clusters Score -3919760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3919858.750000 Penalty: 3425.004639
	Iteration 32Q: 3 clusters Score -3919859 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3919933.750000 Penalty: 3425.004639
	Iteration 33Q: 3 clusters Score -3919934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3920013.500000 Penalty: 3425.004639
	Iteration 34Q: 3 clusters Score -3920014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3920076.750000 Penalty: 3425.004639
	Iteration 35Q: 3 clusters Score -3920077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3920133.000000 Penalty: 3425.004639
	Iteration 36Q: 3 clusters Score -3920133 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3920173.250000 Penalty: 3425.004639
	Iteration 37Q: 3 clusters Score -3920173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3920206.750000 Penalty: 3425.004639
	Iteration 38Q: 3 clusters Score -3920207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3920240.000000 Penalty: 3425.004639
	Iteration 39Q: 3 clusters Score -3920240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3920277.750000 Penalty: 3425.004639
	Iteration 40F: 3 clusters Score -3920278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3920292.750000 Penalty: 3425.004639
	Iteration 41Q: 3 clusters Score -3920293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3920312.000000 Penalty: 3425.004639
	Iteration 42Q: 3 clusters Score -3920312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3920314.250000 Penalty: 3425.004639
	Iteration 43Q: 3 clusters Score -3920314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3920331.750000 Penalty: 3425.004639
	Iteration 44Q: 3 clusters Score -3920332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3920341.000000 Penalty: 3425.004639
	Iteration 45Q: 3 clusters Score -3920341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3920352.250000 Penalty: 3425.004639
	Iteration 46Q: 3 clusters Score -3920352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3920363.750000 Penalty: 3425.004639
	Iteration 47Q: 3 clusters Score -3920364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3920374.250000 Penalty: 3425.004639
	Iteration 48Q: 3 clusters Score -3920374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3920386.250000 Penalty: 3425.004639
	Iteration 49Q: 3 clusters Score -3920386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3920394.000000 Penalty: 3425.004639
	Iteration 50Q: 3 clusters Score -3920394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3920397.250000 Penalty: 3425.004639
	Iteration 51Q: 3 clusters Score -3920397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3920401.250000 Penalty: 3425.004639
	Iteration 52Q: 3 clusters Score -3920401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3920403.500000 Penalty: 3425.004639
	Iteration 53Q: 3 clusters Score -3920404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3920407.000000 Penalty: 3425.004639
	Iteration 54Q: 3 clusters Score -3920407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3920411.000000 Penalty: 3425.004639
	Iteration 55Q: 3 clusters Score -3920411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3920411.000000 Penalty: 3425.004639
	Iteration 56Q: 3 clusters Score -3920411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3920409.500000 Penalty: 3425.004639
	Iteration 57Q: 3 clusters Score -3920410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3920409.250000 Penalty: 3425.004639
	Iteration 58Q: 3 clusters Score -3920409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3920413.250000 Penalty: 3425.004639
	Iteration 59Q: 3 clusters Score -3920413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3920416.500000 Penalty: 3425.004639
	Iteration 60F: 3 clusters Score -3920416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3920418.500000 Penalty: 3425.004639
	Iteration 61Q: 3 clusters Score -3920418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3920416.750000 Penalty: 3425.004639
	Iteration 62Q: 3 clusters Score -3920417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3920416.750000 Penalty: 3425.004639
	Iteration 63F: 3 clusters Score -3920417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Entering Unmasked Estep 
Score: -16155569.000000 Penalty: 1942.297241
	Iteration 0F: 2 clusters Score -1.615557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -16054910.000000 Penalty: 3884.594482
	Iteration 0F: 3 clusters Score -1.605491e+07 nChanged 75039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -16099036.000000 Penalty: 3884.594482
	Iteration 1F: 3 clusters Score -1.609904e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -16100818.000000 Penalty: 3884.594482
	Iteration 2Q: 3 clusters Score -1.610082e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -16103410.000000 Penalty: 3884.594482
	Iteration 3Q: 3 clusters Score -1.610341e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -16107736.000000 Penalty: 3884.594482
	Iteration 4F: 3 clusters Score -1.610774e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -16114268.000000 Penalty: 3884.594482
	Iteration 5F: 3 clusters Score -1.611427e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -16123833.000000 Penalty: 3884.594482
	Iteration 6F: 3 clusters Score -1.612383e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128402 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -16134022.000000 Penalty: 3884.594482
	Iteration 7F: 3 clusters Score -1.613402e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -16142139.000000 Penalty: 3884.594482
	Iteration 8F: 3 clusters Score -1.614214e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -16147480.000000 Penalty: 3884.594482
	Iteration 9Q: 3 clusters Score -1.614748e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146855 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -16150271.000000 Penalty: 3884.594482
	Iteration 10Q: 3 clusters Score -1.615027e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -16151985.000000 Penalty: 3884.594482
	Iteration 11Q: 3 clusters Score -1.615198e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -16152979.000000 Penalty: 3884.594482
	Iteration 12Q: 3 clusters Score -1.615298e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -16153406.000000 Penalty: 3884.594482
	Iteration 13Q: 3 clusters Score -1.615341e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -16153623.000000 Penalty: 3884.594482
	Iteration 14Q: 3 clusters Score -1.615362e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -16153789.000000 Penalty: 3884.594482
	Iteration 15Q: 3 clusters Score -1.615379e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -16153861.000000 Penalty: 3884.594482
	Iteration 16Q: 3 clusters Score -1.615386e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16153910.000000 Penalty: 3884.594482
	Iteration 17Q: 3 clusters Score -1.615391e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16153956.000000 Penalty: 3884.594482
	Iteration 18Q: 3 clusters Score -1.615396e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16154015.000000 Penalty: 3884.594482
	Iteration 19Q: 3 clusters Score -1.615402e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16154053.000000 Penalty: 3884.594482
	Iteration 20F: 3 clusters Score -1.615405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16154087.000000 Penalty: 3884.594482
	Iteration 21Q: 3 clusters Score -1.615409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16154094.000000 Penalty: 3884.594482
	Iteration 22Q: 3 clusters Score -1.615409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16154118.000000 Penalty: 3884.594482
	Iteration 23Q: 3 clusters Score -1.615412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16154115.000000 Penalty: 3884.594482
	Iteration 24Q: 3 clusters Score -1.615412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16154131.000000 Penalty: 3884.594482
	Iteration 25Q: 3 clusters Score -1.615413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154720 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -16154141.000000 Penalty: 3884.594482
	Iteration 26Q: 3 clusters Score -1.615414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -16154152.000000 Penalty: 3884.594482
	Iteration 27Q: 3 clusters Score -1.615415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154746 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16154145.000000 Penalty: 3884.594482
	Iteration 28Q: 3 clusters Score -1.615414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154750 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16154139.000000 Penalty: 3884.594482
	Iteration 29Q: 3 clusters Score -1.615414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154753 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -16154141.000000 Penalty: 3884.594482
	Iteration 30Q: 3 clusters Score -1.615414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16154141.000000 Penalty: 3884.594482
	Iteration 31Q: 3 clusters Score -1.615414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16154144.000000 Penalty: 3884.594482
	Iteration 32Q: 3 clusters Score -1.615414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16154153.000000 Penalty: 3884.594482
	Iteration 33Q: 3 clusters Score -1.615415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16154142.000000 Penalty: 3884.594482
	Iteration 34Q: 3 clusters Score -1.615414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16154156.000000 Penalty: 3884.594482
	Iteration 35Q: 3 clusters Score -1.615416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16154156.000000 Penalty: 3884.594482
	Iteration 36F: 3 clusters Score -1.615416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -845765.937500 Penalty: 1464.926758
	Iteration 0F: 2 clusters Score -845765.9 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 4135 members 
Entering Unmasked Estep 
Score: -839727.125000 Penalty: 2929.853516
	Iteration 0F: 3 clusters Score -839727.1 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -841573.125000 Penalty: 2929.853516
	Iteration 1F: 3 clusters Score -841573.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -841814.187500 Penalty: 2929.853516
	Iteration 2F: 3 clusters Score -841814.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -841971.062500 Penalty: 2929.853516
	Iteration 3F: 3 clusters Score -841971.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -842115.062500 Penalty: 2929.853516
	Iteration 4Q: 3 clusters Score -842115.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -842296.000000 Penalty: 2929.853516
	Iteration 5Q: 3 clusters Score -842296 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -842495.000000 Penalty: 2929.853516
	Iteration 6Q: 3 clusters Score -842495 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -842720.687500 Penalty: 2929.853516
	Iteration 7Q: 3 clusters Score -842720.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -842977.937500 Penalty: 2929.853516
	Iteration 8Q: 3 clusters Score -842977.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -843200.875000 Penalty: 2929.853516
	Iteration 9Q: 3 clusters Score -843200.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -843392.500000 Penalty: 2929.853516
	Iteration 10Q: 3 clusters Score -843392.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -843558.312500 Penalty: 2929.853516
	Iteration 11Q: 3 clusters Score -843558.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -843714.687500 Penalty: 2929.853516
	Iteration 12Q: 3 clusters Score -843714.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -843840.062500 Penalty: 2929.853516
	Iteration 13Q: 3 clusters Score -843840.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -843945.562500 Penalty: 2929.853516
	Iteration 14Q: 3 clusters Score -843945.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -844027.562500 Penalty: 2929.853516
	Iteration 15Q: 3 clusters Score -844027.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -844085.375000 Penalty: 2929.853516
	Iteration 16Q: 3 clusters Score -844085.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -844141.437500 Penalty: 2929.853516
	Iteration 17Q: 3 clusters Score -844141.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -844205.687500 Penalty: 2929.853516
	Iteration 18Q: 3 clusters Score -844205.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -844266.375000 Penalty: 2929.853516
	Iteration 19Q: 3 clusters Score -844266.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -844319.875000 Penalty: 2929.853516
	Iteration 20F: 3 clusters Score -844319.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -844378.187500 Penalty: 2929.853516
	Iteration 21Q: 3 clusters Score -844378.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -844421.812500 Penalty: 2929.853516
	Iteration 22Q: 3 clusters Score -844421.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -844439.625000 Penalty: 2929.853516
	Iteration 23Q: 3 clusters Score -844439.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -844458.000000 Penalty: 2929.853516
	Iteration 24Q: 3 clusters Score -844458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -844470.375000 Penalty: 2929.853516
	Iteration 25Q: 3 clusters Score -844470.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -844484.125000 Penalty: 2929.853516
	Iteration 26Q: 3 clusters Score -844484.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -844494.312500 Penalty: 2929.853516
	Iteration 27Q: 3 clusters Score -844494.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -844508.312500 Penalty: 2929.853516
	Iteration 28Q: 3 clusters Score -844508.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -844517.125000 Penalty: 2929.853516
	Iteration 29Q: 3 clusters Score -844517.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -844527.062500 Penalty: 2929.853516
	Iteration 30Q: 3 clusters Score -844527.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -844532.187500 Penalty: 2929.853516
	Iteration 31Q: 3 clusters Score -844532.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -844536.000000 Penalty: 2929.853516
	Iteration 32Q: 3 clusters Score -844536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -844537.937500 Penalty: 2929.853516
	Iteration 33Q: 3 clusters Score -844537.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -844541.062500 Penalty: 2929.853516
	Iteration 34Q: 3 clusters Score -844541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -844543.562500 Penalty: 2929.853516
	Iteration 35Q: 3 clusters Score -844543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -844546.875000 Penalty: 2929.853516
	Iteration 36Q: 3 clusters Score -844546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -844549.687500 Penalty: 2929.853516
	Iteration 37Q: 3 clusters Score -844549.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -844550.937500 Penalty: 2929.853516
	Iteration 38Q: 3 clusters Score -844550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -844554.500000 Penalty: 2929.853516
	Iteration 39Q: 3 clusters Score -844554.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -844559.375000 Penalty: 2929.853516
	Iteration 40F: 3 clusters Score -844559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -844560.062500 Penalty: 2929.853516
	Iteration 41Q: 3 clusters Score -844560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -844562.625000 Penalty: 2929.853516
	Iteration 42Q: 3 clusters Score -844562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -844564.875000 Penalty: 2929.853516
	Iteration 43Q: 3 clusters Score -844564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -844567.312500 Penalty: 2929.853516
	Iteration 44Q: 3 clusters Score -844567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -844568.437500 Penalty: 2929.853516
	Iteration 45Q: 3 clusters Score -844568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -844572.000000 Penalty: 2929.853516
	Iteration 46Q: 3 clusters Score -844572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -844571.500000 Penalty: 2929.853516
	Iteration 47Q: 3 clusters Score -844571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -844572.562500 Penalty: 2929.853516
	Iteration 48Q: 3 clusters Score -844572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -844573.062500 Penalty: 2929.853516
	Iteration 49Q: 3 clusters Score -844573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -844576.000000 Penalty: 2929.853516
	Iteration 50Q: 3 clusters Score -844576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -844581.312500 Penalty: 2929.853516
	Iteration 51Q: 3 clusters Score -844581.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -844584.812500 Penalty: 2929.853516
	Iteration 52Q: 3 clusters Score -844584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -844588.437500 Penalty: 2929.853516
	Iteration 53Q: 3 clusters Score -844588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -844590.187500 Penalty: 2929.853516
	Iteration 54Q: 3 clusters Score -844590.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -844595.125000 Penalty: 2929.853516
	Iteration 55Q: 3 clusters Score -844595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -844599.312500 Penalty: 2929.853516
	Iteration 56Q: 3 clusters Score -844599.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -844605.875000 Penalty: 2929.853516
	Iteration 57Q: 3 clusters Score -844605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -844606.937500 Penalty: 2929.853516
	Iteration 58Q: 3 clusters Score -844606.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -844612.250000 Penalty: 2929.853516
	Iteration 59Q: 3 clusters Score -844612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -844619.937500 Penalty: 2929.853516
	Iteration 60F: 3 clusters Score -844619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -844621.625000 Penalty: 2929.853516
	Iteration 61Q: 3 clusters Score -844621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -844623.437500 Penalty: 2929.853516
	Iteration 62Q: 3 clusters Score -844623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -844626.125000 Penalty: 2929.853516
	Iteration 63Q: 3 clusters Score -844626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -844626.687500 Penalty: 2929.853516
	Iteration 64Q: 3 clusters Score -844626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -844628.375000 Penalty: 2929.853516
	Iteration 65Q: 3 clusters Score -844628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -844628.687500 Penalty: 2929.853516
	Iteration 66Q: 3 clusters Score -844628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -844629.000000 Penalty: 2929.853516
	Iteration 67Q: 3 clusters Score -844629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -844628.875000 Penalty: 2929.853516
	Iteration 68Q: 3 clusters Score -844628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -844629.937500 Penalty: 2929.853516
	Iteration 69Q: 3 clusters Score -844629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -844629.937500 Penalty: 2929.853516
	Iteration 70Q: 3 clusters Score -844629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -844629.937500 Penalty: 2929.853516
	Iteration 71F: 3 clusters Score -844629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -290361.593750 Penalty: 1304.252563
	Iteration 0F: 2 clusters Score -290361.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287627.125000 Penalty: 2608.505127
	Iteration 0F: 3 clusters Score -287627.1 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -288425.968750 Penalty: 2608.505127
	Iteration 1F: 3 clusters Score -288426 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -288710.562500 Penalty: 2608.505127
	Iteration 2F: 3 clusters Score -288710.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -288986.156250 Penalty: 2608.505127
	Iteration 3F: 3 clusters Score -288986.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -289199.656250 Penalty: 2608.505127
	Iteration 4F: 3 clusters Score -289199.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -289368.500000 Penalty: 2608.505127
	Iteration 5F: 3 clusters Score -289368.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -289487.031250 Penalty: 2608.505127
	Iteration 6Q: 3 clusters Score -289487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -289578.906250 Penalty: 2608.505127
	Iteration 7Q: 3 clusters Score -289578.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -289631.875000 Penalty: 2608.505127
	Iteration 8Q: 3 clusters Score -289631.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -289661.843750 Penalty: 2608.505127
	Iteration 9Q: 3 clusters Score -289661.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -289676.125000 Penalty: 2608.505127
	Iteration 10Q: 3 clusters Score -289676.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -289682.875000 Penalty: 2608.505127
	Iteration 11Q: 3 clusters Score -289682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -289687.187500 Penalty: 2608.505127
	Iteration 12Q: 3 clusters Score -289687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -289693.031250 Penalty: 2608.505127
	Iteration 13Q: 3 clusters Score -289693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -289694.875000 Penalty: 2608.505127
	Iteration 14Q: 3 clusters Score -289694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -289696.406250 Penalty: 2608.505127
	Iteration 15Q: 3 clusters Score -289696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -289698.437500 Penalty: 2608.505127
	Iteration 16Q: 3 clusters Score -289698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -289701.031250 Penalty: 2608.505127
	Iteration 17Q: 3 clusters Score -289701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -289703.125000 Penalty: 2608.505127
	Iteration 18Q: 3 clusters Score -289703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -289706.187500 Penalty: 2608.505127
	Iteration 19Q: 3 clusters Score -289706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -289709.031250 Penalty: 2608.505127
	Iteration 20F: 3 clusters Score -289709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -289708.750000 Penalty: 2608.505127
	Iteration 21Q: 3 clusters Score -289708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -289708.750000 Penalty: 2608.505127
	Iteration 22Q: 3 clusters Score -289708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -289709.500000 Penalty: 2608.505127
	Iteration 23Q: 3 clusters Score -289709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -289709.500000 Penalty: 2608.505127
	Iteration 24F: 3 clusters Score -289709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -143817.687500 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -143817.7 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 848 members 
Entering Unmasked Estep 
Score: -142014.953125 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -142015 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -142468.359375 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -142468.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142627.609375 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -142627.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142733.812500 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -142733.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142774.203125 Penalty: 2408.166016
	Iteration 4Q: 3 clusters Score -142774.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -142804.859375 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -142804.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -142835.187500 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -142835.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -142860.000000 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -142860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142883.640625 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -142883.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142899.890625 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -142899.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142913.500000 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -142913.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142920.390625 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -142920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -142928.609375 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -142928.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142934.562500 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -142934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142940.406250 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -142940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142947.593750 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -142947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142956.421875 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -142956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -142967.531250 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -142967.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142979.312500 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -142979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142990.187500 Penalty: 2408.166016
	Iteration 19Q: 3 clusters Score -142990.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -143000.328125 Penalty: 2408.166016
	Iteration 20F: 3 clusters Score -143000.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143007.828125 Penalty: 2408.166016
	Iteration 21Q: 3 clusters Score -143007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143013.718750 Penalty: 2408.166016
	Iteration 22Q: 3 clusters Score -143013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -143016.859375 Penalty: 2408.166016
	Iteration 23Q: 3 clusters Score -143016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143020.515625 Penalty: 2408.166016
	Iteration 24Q: 3 clusters Score -143020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143025.406250 Penalty: 2408.166016
	Iteration 25Q: 3 clusters Score -143025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143030.000000 Penalty: 2408.166016
	Iteration 26Q: 3 clusters Score -143030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143032.890625 Penalty: 2408.166016
	Iteration 27Q: 3 clusters Score -143032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143037.156250 Penalty: 2408.166016
	Iteration 28Q: 3 clusters Score -143037.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143040.500000 Penalty: 2408.166016
	Iteration 29Q: 3 clusters Score -143040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -143042.687500 Penalty: 2408.166016
	Iteration 30Q: 3 clusters Score -143042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143047.265625 Penalty: 2408.166016
	Iteration 31Q: 3 clusters Score -143047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143048.609375 Penalty: 2408.166016
	Iteration 32Q: 3 clusters Score -143048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143049.078125 Penalty: 2408.166016
	Iteration 33Q: 3 clusters Score -143049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -143049.500000 Penalty: 2408.166016
	Iteration 34Q: 3 clusters Score -143049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143050.109375 Penalty: 2408.166016
	Iteration 35Q: 3 clusters Score -143050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -143050.937500 Penalty: 2408.166016
	Iteration 36Q: 3 clusters Score -143050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143051.171875 Penalty: 2408.166016
	Iteration 37Q: 3 clusters Score -143051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143052.140625 Penalty: 2408.166016
	Iteration 38Q: 3 clusters Score -143052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143055.078125 Penalty: 2408.166016
	Iteration 39Q: 3 clusters Score -143055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143060.500000 Penalty: 2408.166016
	Iteration 40F: 3 clusters Score -143060.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143066.875000 Penalty: 2408.166016
	Iteration 41Q: 3 clusters Score -143066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143069.625000 Penalty: 2408.166016
	Iteration 42Q: 3 clusters Score -143069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143071.718750 Penalty: 2408.166016
	Iteration 43Q: 3 clusters Score -143071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143075.468750 Penalty: 2408.166016
	Iteration 44Q: 3 clusters Score -143075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143076.796875 Penalty: 2408.166016
	Iteration 45Q: 3 clusters Score -143076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143077.968750 Penalty: 2408.166016
	Iteration 46Q: 3 clusters Score -143078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143078.250000 Penalty: 2408.166016
	Iteration 47Q: 3 clusters Score -143078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143078.250000 Penalty: 2408.166016
	Iteration 48F: 3 clusters Score -143078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Entering Unmasked Estep 
Score: -1132553.000000 Penalty: 1509.667358
	Iteration 0F: 2 clusters Score -1132553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1124903.000000 Penalty: 3019.334717
	Iteration 0F: 3 clusters Score -1124903 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1127445.125000 Penalty: 3019.334717
	Iteration 1F: 3 clusters Score -1127445 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1127903.875000 Penalty: 3019.334717
	Iteration 2F: 3 clusters Score -1127904 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1128414.375000 Penalty: 3019.334717
	Iteration 3F: 3 clusters Score -1128414 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1129060.625000 Penalty: 3019.334717
	Iteration 4F: 3 clusters Score -1129061 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1129777.750000 Penalty: 3019.334717
	Iteration 5F: 3 clusters Score -1129778 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1130414.500000 Penalty: 3019.334717
	Iteration 6F: 3 clusters Score -1130414 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1130853.125000 Penalty: 3019.334717
	Iteration 7F: 3 clusters Score -1130853 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1131096.875000 Penalty: 3019.334717
	Iteration 8Q: 3 clusters Score -1131097 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1131255.500000 Penalty: 3019.334717
	Iteration 9Q: 3 clusters Score -1131256 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1131369.750000 Penalty: 3019.334717
	Iteration 10Q: 3 clusters Score -1131370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1131439.875000 Penalty: 3019.334717
	Iteration 11Q: 3 clusters Score -1131440 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1131482.625000 Penalty: 3019.334717
	Iteration 12Q: 3 clusters Score -1131483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1131516.250000 Penalty: 3019.334717
	Iteration 13Q: 3 clusters Score -1131516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1131544.625000 Penalty: 3019.334717
	Iteration 14Q: 3 clusters Score -1131545 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1131568.125000 Penalty: 3019.334717
	Iteration 15Q: 3 clusters Score -1131568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1131593.000000 Penalty: 3019.334717
	Iteration 16Q: 3 clusters Score -1131593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1131611.625000 Penalty: 3019.334717
	Iteration 17Q: 3 clusters Score -1131612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1131621.750000 Penalty: 3019.334717
	Iteration 18Q: 3 clusters Score -1131622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1131627.625000 Penalty: 3019.334717
	Iteration 19Q: 3 clusters Score -1131628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1131632.125000 Penalty: 3019.334717
	Iteration 20F: 3 clusters Score -1131632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1131637.875000 Penalty: 3019.334717
	Iteration 21Q: 3 clusters Score -1131638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1131642.125000 Penalty: 3019.334717
	Iteration 22Q: 3 clusters Score -1131642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1131643.125000 Penalty: 3019.334717
	Iteration 23Q: 3 clusters Score -1131643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1131643.750000 Penalty: 3019.334717
	Iteration 24Q: 3 clusters Score -1131644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1131644.625000 Penalty: 3019.334717
	Iteration 25Q: 3 clusters Score -1131645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1131646.000000 Penalty: 3019.334717
	Iteration 26Q: 3 clusters Score -1131646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1131648.625000 Penalty: 3019.334717
	Iteration 27Q: 3 clusters Score -1131649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1131647.875000 Penalty: 3019.334717
	Iteration 28Q: 3 clusters Score -1131648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1131650.125000 Penalty: 3019.334717
	Iteration 29Q: 3 clusters Score -1131650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1131651.125000 Penalty: 3019.334717
	Iteration 30Q: 3 clusters Score -1131651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1131650.625000 Penalty: 3019.334717
	Iteration 31Q: 3 clusters Score -1131651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1131650.625000 Penalty: 3019.334717
	Iteration 32F: 3 clusters Score -1131651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -536535.125000 Penalty: 1397.868774
	Iteration 0F: 2 clusters Score -536535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -532300.312500 Penalty: 2795.737549
	Iteration 0F: 3 clusters Score -532300.3 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -533614.062500 Penalty: 2795.737549
	Iteration 1F: 3 clusters Score -533614.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -533877.125000 Penalty: 2795.737549
	Iteration 2F: 3 clusters Score -533877.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -534072.250000 Penalty: 2795.737549
	Iteration 3F: 3 clusters Score -534072.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -534253.125000 Penalty: 2795.737549
	Iteration 4F: 3 clusters Score -534253.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -534441.125000 Penalty: 2795.737549
	Iteration 5F: 3 clusters Score -534441.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -534596.812500 Penalty: 2795.737549
	Iteration 6Q: 3 clusters Score -534596.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -534722.937500 Penalty: 2795.737549
	Iteration 7Q: 3 clusters Score -534722.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -534861.937500 Penalty: 2795.737549
	Iteration 8Q: 3 clusters Score -534861.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -535057.750000 Penalty: 2795.737549
	Iteration 9Q: 3 clusters Score -535057.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -535317.812500 Penalty: 2795.737549
	Iteration 10Q: 3 clusters Score -535317.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -535601.562500 Penalty: 2795.737549
	Iteration 11Q: 3 clusters Score -535601.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -535784.437500 Penalty: 2795.737549
	Iteration 12Q: 3 clusters Score -535784.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -535907.312500 Penalty: 2795.737549
	Iteration 13Q: 3 clusters Score -535907.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -536002.500000 Penalty: 2795.737549
	Iteration 14Q: 3 clusters Score -536002.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -536066.250000 Penalty: 2795.737549
	Iteration 15Q: 3 clusters Score -536066.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -536125.750000 Penalty: 2795.737549
	Iteration 16Q: 3 clusters Score -536125.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -536155.625000 Penalty: 2795.737549
	Iteration 17Q: 3 clusters Score -536155.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -536176.375000 Penalty: 2795.737549
	Iteration 18Q: 3 clusters Score -536176.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -536196.562500 Penalty: 2795.737549
	Iteration 19Q: 3 clusters Score -536196.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -536208.812500 Penalty: 2795.737549
	Iteration 20F: 3 clusters Score -536208.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -536232.062500 Penalty: 2795.737549
	Iteration 21Q: 3 clusters Score -536232.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -536245.750000 Penalty: 2795.737549
	Iteration 22Q: 3 clusters Score -536245.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -536258.937500 Penalty: 2795.737549
	Iteration 23Q: 3 clusters Score -536258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -536269.250000 Penalty: 2795.737549
	Iteration 24Q: 3 clusters Score -536269.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -536284.312500 Penalty: 2795.737549
	Iteration 25Q: 3 clusters Score -536284.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -536297.500000 Penalty: 2795.737549
	Iteration 26Q: 3 clusters Score -536297.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -536314.500000 Penalty: 2795.737549
	Iteration 27Q: 3 clusters Score -536314.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -536329.000000 Penalty: 2795.737549
	Iteration 28Q: 3 clusters Score -536329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -536342.062500 Penalty: 2795.737549
	Iteration 29Q: 3 clusters Score -536342.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -536356.875000 Penalty: 2795.737549
	Iteration 30Q: 3 clusters Score -536356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -536365.687500 Penalty: 2795.737549
	Iteration 31Q: 3 clusters Score -536365.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -536372.687500 Penalty: 2795.737549
	Iteration 32Q: 3 clusters Score -536372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -536380.625000 Penalty: 2795.737549
	Iteration 33Q: 3 clusters Score -536380.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -536388.250000 Penalty: 2795.737549
	Iteration 34Q: 3 clusters Score -536388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -536399.875000 Penalty: 2795.737549
	Iteration 35Q: 3 clusters Score -536399.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -536413.875000 Penalty: 2795.737549
	Iteration 36Q: 3 clusters Score -536413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -536445.625000 Penalty: 2795.737549
	Iteration 37Q: 3 clusters Score -536445.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -536503.812500 Penalty: 2795.737549
	Iteration 38Q: 3 clusters Score -536503.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -536562.875000 Penalty: 2795.737549
	Iteration 39Q: 3 clusters Score -536562.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -536586.812500 Penalty: 2795.737549
	Iteration 40F: 3 clusters Score -536586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -536596.875000 Penalty: 2795.737549
	Iteration 41Q: 3 clusters Score -536596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -536603.437500 Penalty: 2795.737549
	Iteration 42Q: 3 clusters Score -536603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -536605.875000 Penalty: 2795.737549
	Iteration 43Q: 3 clusters Score -536605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -536606.375000 Penalty: 2795.737549
	Iteration 44Q: 3 clusters Score -536606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -536607.812500 Penalty: 2795.737549
	Iteration 45Q: 3 clusters Score -536607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -536608.187500 Penalty: 2795.737549
	Iteration 46Q: 3 clusters Score -536608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -536608.187500 Penalty: 2795.737549
	Iteration 47F: 3 clusters Score -536608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191842 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37740 members 
Mstep: Class 20 contains 155220 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 4555 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94779 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168846 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29631 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3218 members 
Mstep: Class 49 contains 889 members 
Entering Unmasked Estep 
Score: -154066016.000000 Penalty: 113419.390625
Splitting cluster 25 changes total score from -154067360.000000 to -154066016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -514556.125000 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514556.1 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -515991.500000 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515991.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -516473.937500 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -516473.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -516906.125000 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516906.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -517242.625000 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -517242.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -517485.250000 Penalty: 2782.952637
	Iteration 5F: 3 clusters Score -517485.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -517660.812500 Penalty: 2782.952637
	Iteration 6Q: 3 clusters Score -517660.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -517764.750000 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -517764.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -517836.406250 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -517836.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -517877.625000 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -517877.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -517898.968750 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -517899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -517912.281250 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517912.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -517923.437500 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517923.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -517932.343750 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517932.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -517943.718750 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -517943.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -517954.593750 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -517954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -517961.187500 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -517961.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -517967.406250 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -517967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -517969.875000 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -517969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -517971.375000 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -517971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -517973.281250 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -517973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -517975.625000 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -517975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -517977.062500 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -517977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -517977.687500 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -517977.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -517980.656250 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -517980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -517982.468750 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -517982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -517984.156250 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -517984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -517987.718750 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -517987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -517992.031250 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -517992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -517996.968750 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -517997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -517996.593750 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -517996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -517995.937500 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -517995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -517996.250000 Penalty: 2782.952637
	Iteration 32Q: 3 clusters Score -517996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -517996.250000 Penalty: 2782.952637
	Iteration 33F: 3 clusters Score -517996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -399781.312500 Penalty: 1353.412476
	Iteration 0F: 2 clusters Score -399781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -396302.781250 Penalty: 2706.824951
	Iteration 0F: 3 clusters Score -396302.8 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -397313.781250 Penalty: 2706.824951
	Iteration 1F: 3 clusters Score -397313.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -397636.187500 Penalty: 2706.824951
	Iteration 2F: 3 clusters Score -397636.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -397903.718750 Penalty: 2706.824951
	Iteration 3F: 3 clusters Score -397903.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -398148.625000 Penalty: 2706.824951
	Iteration 4F: 3 clusters Score -398148.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -398388.000000 Penalty: 2706.824951
	Iteration 5F: 3 clusters Score -398388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -398620.125000 Penalty: 2706.824951
	Iteration 6F: 3 clusters Score -398620.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -398825.093750 Penalty: 2706.824951
	Iteration 7F: 3 clusters Score -398825.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -398955.093750 Penalty: 2706.824951
	Iteration 8Q: 3 clusters Score -398955.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -399014.625000 Penalty: 2706.824951
	Iteration 9Q: 3 clusters Score -399014.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -399047.937500 Penalty: 2706.824951
	Iteration 10Q: 3 clusters Score -399047.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -399065.687500 Penalty: 2706.824951
	Iteration 11Q: 3 clusters Score -399065.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -399080.687500 Penalty: 2706.824951
	Iteration 12Q: 3 clusters Score -399080.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -399092.750000 Penalty: 2706.824951
	Iteration 13Q: 3 clusters Score -399092.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -399103.687500 Penalty: 2706.824951
	Iteration 14Q: 3 clusters Score -399103.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -399114.031250 Penalty: 2706.824951
	Iteration 15Q: 3 clusters Score -399114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -399122.593750 Penalty: 2706.824951
	Iteration 16Q: 3 clusters Score -399122.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -399130.718750 Penalty: 2706.824951
	Iteration 17Q: 3 clusters Score -399130.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399137.937500 Penalty: 2706.824951
	Iteration 18Q: 3 clusters Score -399137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -399143.500000 Penalty: 2706.824951
	Iteration 19Q: 3 clusters Score -399143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -399146.562500 Penalty: 2706.824951
	Iteration 20F: 3 clusters Score -399146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399151.312500 Penalty: 2706.824951
	Iteration 21Q: 3 clusters Score -399151.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -399154.312500 Penalty: 2706.824951
	Iteration 22Q: 3 clusters Score -399154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -399155.437500 Penalty: 2706.824951
	Iteration 23Q: 3 clusters Score -399155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -399157.968750 Penalty: 2706.824951
	Iteration 24Q: 3 clusters Score -399158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -399159.593750 Penalty: 2706.824951
	Iteration 25Q: 3 clusters Score -399159.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -399160.125000 Penalty: 2706.824951
	Iteration 26Q: 3 clusters Score -399160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -399162.000000 Penalty: 2706.824951
	Iteration 27Q: 3 clusters Score -399162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -399162.937500 Penalty: 2706.824951
	Iteration 28Q: 3 clusters Score -399162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -399162.937500 Penalty: 2706.824951
	Iteration 29F: 3 clusters Score -399162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -399803.125000 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -399803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -396436.375000 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -396436.4 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -397389.843750 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -397389.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -397693.375000 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -397693.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -397957.906250 Penalty: 2699.442871
	Iteration 3F: 3 clusters Score -397957.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -398177.531250 Penalty: 2699.442871
	Iteration 4F: 3 clusters Score -398177.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -398339.125000 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -398339.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -398438.312500 Penalty: 2699.442871
	Iteration 6Q: 3 clusters Score -398438.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -398491.062500 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -398491.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -398527.562500 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -398527.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -398560.937500 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -398560.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -398589.281250 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -398589.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -398615.062500 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -398615.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398642.656250 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -398642.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -398659.312500 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -398659.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -398674.281250 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -398674.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -398685.937500 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -398685.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -398692.468750 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -398692.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -398697.656250 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -398697.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -398708.281250 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -398708.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -398720.125000 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -398720.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -398729.812500 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -398729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -398736.593750 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -398736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -398744.000000 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -398744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -398750.687500 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -398750.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -398755.625000 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -398755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -398756.625000 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -398756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -398758.750000 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -398758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -398758.843750 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -398758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -398758.843750 Penalty: 2699.442871
	Iteration 28F: 3 clusters Score -398758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Entering Unmasked Estep 
Score: -8422120.000000 Penalty: 1835.264526
	Iteration 0F: 2 clusters Score -8422120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8368434.500000 Penalty: 3670.529053
	Iteration 0F: 3 clusters Score -8368434 nChanged 38091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -8390354.000000 Penalty: 3670.529053
	Iteration 1F: 3 clusters Score -8390354 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -8391119.000000 Penalty: 3670.529053
	Iteration 2Q: 3 clusters Score -8391119 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8392045.000000 Penalty: 3670.529053
	Iteration 3Q: 3 clusters Score -8392045 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -8393104.000000 Penalty: 3670.529053
	Iteration 4Q: 3 clusters Score -8393104 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -8394370.000000 Penalty: 3670.529053
	Iteration 5Q: 3 clusters Score -8394370 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8395914.000000 Penalty: 3670.529053
	Iteration 6Q: 3 clusters Score -8395914 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -8397593.000000 Penalty: 3670.529053
	Iteration 7Q: 3 clusters Score -8397593 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -8399632.000000 Penalty: 3670.529053
	Iteration 8F: 3 clusters Score -8399632 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -8402011.000000 Penalty: 3670.529053
	Iteration 9F: 3 clusters Score -8402011 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -8404517.000000 Penalty: 3670.529053
	Iteration 10F: 3 clusters Score -8404517 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -8406601.000000 Penalty: 3670.529053
	Iteration 11F: 3 clusters Score -8406601 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -8407778.000000 Penalty: 3670.529053
	Iteration 12Q: 3 clusters Score -8407778 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8408211.000000 Penalty: 3670.529053
	Iteration 13Q: 3 clusters Score -8408211 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -8408455.000000 Penalty: 3670.529053
	Iteration 14Q: 3 clusters Score -8408455 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8408592.000000 Penalty: 3670.529053
	Iteration 15Q: 3 clusters Score -8408592 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -8408699.000000 Penalty: 3670.529053
	Iteration 16Q: 3 clusters Score -8408699 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8408843.000000 Penalty: 3670.529053
	Iteration 17Q: 3 clusters Score -8408843 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8408954.000000 Penalty: 3670.529053
	Iteration 18Q: 3 clusters Score -8408954 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -8409034.000000 Penalty: 3670.529053
	Iteration 19Q: 3 clusters Score -8409034 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8409174.000000 Penalty: 3670.529053
	Iteration 20F: 3 clusters Score -8409174 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -8409289.000000 Penalty: 3670.529053
	Iteration 21Q: 3 clusters Score -8409289 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8409459.000000 Penalty: 3670.529053
	Iteration 22Q: 3 clusters Score -8409459 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -8409649.000000 Penalty: 3670.529053
	Iteration 23Q: 3 clusters Score -8409649 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -8409888.000000 Penalty: 3670.529053
	Iteration 24Q: 3 clusters Score -8409888 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -8410095.000000 Penalty: 3670.529053
	Iteration 25Q: 3 clusters Score -8410095 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -8410358.000000 Penalty: 3670.529053
	Iteration 26Q: 3 clusters Score -8410358 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -8410553.000000 Penalty: 3670.529053
	Iteration 27Q: 3 clusters Score -8410553 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -8410855.000000 Penalty: 3670.529053
	Iteration 28Q: 3 clusters Score -8410855 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -8411220.000000 Penalty: 3670.529053
	Iteration 29Q: 3 clusters Score -8411220 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -8411612.000000 Penalty: 3670.529053
	Iteration 30Q: 3 clusters Score -8411612 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -8412026.000000 Penalty: 3670.529053
	Iteration 31Q: 3 clusters Score -8412026 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -8412544.000000 Penalty: 3670.529053
	Iteration 32Q: 3 clusters Score -8412544 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -8413061.000000 Penalty: 3670.529053
	Iteration 33Q: 3 clusters Score -8413061 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8413602.000000 Penalty: 3670.529053
	Iteration 34Q: 3 clusters Score -8413602 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -8414196.000000 Penalty: 3670.529053
	Iteration 35Q: 3 clusters Score -8414196 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -8414837.000000 Penalty: 3670.529053
	Iteration 36Q: 3 clusters Score -8414837 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -8415490.000000 Penalty: 3670.529053
	Iteration 37Q: 3 clusters Score -8415490 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -8416120.000000 Penalty: 3670.529053
	Iteration 38Q: 3 clusters Score -8416120 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -8416679.000000 Penalty: 3670.529053
	Iteration 39Q: 3 clusters Score -8416679 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -8417321.000000 Penalty: 3670.529053
	Iteration 40F: 3 clusters Score -8417321 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -8417860.000000 Penalty: 3670.529053
	Iteration 41Q: 3 clusters Score -8417860 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8418367.000000 Penalty: 3670.529053
	Iteration 42Q: 3 clusters Score -8418367 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8418752.000000 Penalty: 3670.529053
	Iteration 43Q: 3 clusters Score -8418752 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8419140.000000 Penalty: 3670.529053
	Iteration 44Q: 3 clusters Score -8419140 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -8419401.000000 Penalty: 3670.529053
	Iteration 45Q: 3 clusters Score -8419401 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -8419722.000000 Penalty: 3670.529053
	Iteration 46Q: 3 clusters Score -8419722 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8419977.000000 Penalty: 3670.529053
	Iteration 47Q: 3 clusters Score -8419977 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8420190.000000 Penalty: 3670.529053
	Iteration 48Q: 3 clusters Score -8420190 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8420392.000000 Penalty: 3670.529053
	Iteration 49Q: 3 clusters Score -8420392 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8420562.000000 Penalty: 3670.529053
	Iteration 50Q: 3 clusters Score -8420562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8420695.000000 Penalty: 3670.529053
	Iteration 51Q: 3 clusters Score -8420695 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8420758.000000 Penalty: 3670.529053
	Iteration 52Q: 3 clusters Score -8420758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8420874.000000 Penalty: 3670.529053
	Iteration 53Q: 3 clusters Score -8420874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8420973.000000 Penalty: 3670.529053
	Iteration 54Q: 3 clusters Score -8420973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78539 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8421038.000000 Penalty: 3670.529053
	Iteration 55Q: 3 clusters Score -8421038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8421057.000000 Penalty: 3670.529053
	Iteration 56Q: 3 clusters Score -8421057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8421075.000000 Penalty: 3670.529053
	Iteration 57Q: 3 clusters Score -8421075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8421073.000000 Penalty: 3670.529053
	Iteration 58Q: 3 clusters Score -8421073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8421074.000000 Penalty: 3670.529053
	Iteration 59Q: 3 clusters Score -8421074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8421075.000000 Penalty: 3670.529053
	Iteration 60F: 3 clusters Score -8421075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8421088.000000 Penalty: 3670.529053
	Iteration 61Q: 3 clusters Score -8421088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8421095.000000 Penalty: 3670.529053
	Iteration 62Q: 3 clusters Score -8421095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8421107.000000 Penalty: 3670.529053
	Iteration 63Q: 3 clusters Score -8421107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8421116.000000 Penalty: 3670.529053
	Iteration 64Q: 3 clusters Score -8421116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8421107.000000 Penalty: 3670.529053
	Iteration 65Q: 3 clusters Score -8421107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8421107.000000 Penalty: 3670.529053
	Iteration 66Q: 3 clusters Score -8421107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8421104.000000 Penalty: 3670.529053
	Iteration 67Q: 3 clusters Score -8421104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8421103.000000 Penalty: 3670.529053
	Iteration 68Q: 3 clusters Score -8421103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8421108.000000 Penalty: 3670.529053
	Iteration 69Q: 3 clusters Score -8421108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8421118.000000 Penalty: 3670.529053
	Iteration 70Q: 3 clusters Score -8421118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8421116.000000 Penalty: 3670.529053
	Iteration 71Q: 3 clusters Score -8421116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8421129.000000 Penalty: 3670.529053
	Iteration 72Q: 3 clusters Score -8421129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8421125.000000 Penalty: 3670.529053
	Iteration 73Q: 3 clusters Score -8421125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8421125.000000 Penalty: 3670.529053
	Iteration 74F: 3 clusters Score -8421125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -551161.125000 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -551161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -546812.937500 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -546812.9 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -548097.437500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -548097.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -548366.937500 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -548366.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -548612.437500 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -548612.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -548867.312500 Penalty: 2801.301270
	Iteration 4F: 3 clusters Score -548867.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -549168.937500 Penalty: 2801.301270
	Iteration 5F: 3 clusters Score -549168.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -549460.625000 Penalty: 2801.301270
	Iteration 6F: 3 clusters Score -549460.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -549741.062500 Penalty: 2801.301270
	Iteration 7F: 3 clusters Score -549741.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -550035.125000 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -550035.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -550225.625000 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -550225.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -550341.625000 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -550341.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -550408.750000 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -550408.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -550446.437500 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -550446.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -550467.375000 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -550467.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -550481.062500 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -550481.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -550497.500000 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -550497.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -550509.562500 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -550509.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -550520.500000 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -550520.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -550529.187500 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -550529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -550535.562500 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -550535.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -550543.500000 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -550543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -550548.437500 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -550548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -550549.187500 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -550549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -550552.062500 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -550552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -550556.437500 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -550556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -550559.562500 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -550559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -550563.937500 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -550563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -550567.750000 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -550567.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -550573.187500 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -550573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -550578.750000 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -550578.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -550584.562500 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -550584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -550588.562500 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -550588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -550592.250000 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -550592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -550596.625000 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -550596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -550601.562500 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -550601.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -550604.500000 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -550604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -550606.750000 Penalty: 2801.301270
	Iteration 36Q: 3 clusters Score -550606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -550607.062500 Penalty: 2801.301270
	Iteration 37Q: 3 clusters Score -550607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -550608.312500 Penalty: 2801.301270
	Iteration 38Q: 3 clusters Score -550608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -550608.500000 Penalty: 2801.301270
	Iteration 39Q: 3 clusters Score -550608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -550608.437500 Penalty: 2801.301270
	Iteration 40F: 3 clusters Score -550608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -550608.812500 Penalty: 2801.301270
	Iteration 41Q: 3 clusters Score -550608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -550608.875000 Penalty: 2801.301270
	Iteration 42Q: 3 clusters Score -550608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -550609.687500 Penalty: 2801.301270
	Iteration 43Q: 3 clusters Score -550609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -550609.562500 Penalty: 2801.301270
	Iteration 44Q: 3 clusters Score -550609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -550610.625000 Penalty: 2801.301270
	Iteration 45Q: 3 clusters Score -550610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -550610.437500 Penalty: 2801.301270
	Iteration 46Q: 3 clusters Score -550610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -550610.437500 Penalty: 2801.301270
	Iteration 47F: 3 clusters Score -550610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (94779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Entering Unmasked Estep 
Score: -9931809.000000 Penalty: 1862.136719
	Iteration 0F: 2 clusters Score -9931809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -9868726.000000 Penalty: 3724.273438
	Iteration 0F: 3 clusters Score -9868726 nChanged 45104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -9894668.000000 Penalty: 3724.273438
	Iteration 1F: 3 clusters Score -9894668 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -9895649.000000 Penalty: 3724.273438
	Iteration 2Q: 3 clusters Score -9895649 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -9897176.000000 Penalty: 3724.273438
	Iteration 3Q: 3 clusters Score -9897176 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -9899869.000000 Penalty: 3724.273438
	Iteration 4F: 3 clusters Score -9899869 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -9904448.000000 Penalty: 3724.273438
	Iteration 5F: 3 clusters Score -9904448 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -9910724.000000 Penalty: 3724.273438
	Iteration 6F: 3 clusters Score -9910724 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -9917859.000000 Penalty: 3724.273438
	Iteration 7F: 3 clusters Score -9917859 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -9923772.000000 Penalty: 3724.273438
	Iteration 8F: 3 clusters Score -9923772 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -9927420.000000 Penalty: 3724.273438
	Iteration 9Q: 3 clusters Score -9927420 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -9929113.000000 Penalty: 3724.273438
	Iteration 10Q: 3 clusters Score -9929113 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -9929754.000000 Penalty: 3724.273438
	Iteration 11Q: 3 clusters Score -9929754 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -9929971.000000 Penalty: 3724.273438
	Iteration 12Q: 3 clusters Score -9929971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -9930056.000000 Penalty: 3724.273438
	Iteration 13Q: 3 clusters Score -9930056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -9930084.000000 Penalty: 3724.273438
	Iteration 14Q: 3 clusters Score -9930084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -9930102.000000 Penalty: 3724.273438
	Iteration 15Q: 3 clusters Score -9930102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -9930128.000000 Penalty: 3724.273438
	Iteration 16Q: 3 clusters Score -9930128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -9930136.000000 Penalty: 3724.273438
	Iteration 17Q: 3 clusters Score -9930136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -9930156.000000 Penalty: 3724.273438
	Iteration 18Q: 3 clusters Score -9930156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -9930169.000000 Penalty: 3724.273438
	Iteration 19Q: 3 clusters Score -9930169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -9930163.000000 Penalty: 3724.273438
	Iteration 20F: 3 clusters Score -9930163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -9930166.000000 Penalty: 3724.273438
	Iteration 21Q: 3 clusters Score -9930166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -9930161.000000 Penalty: 3724.273438
	Iteration 22Q: 3 clusters Score -9930161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -9930166.000000 Penalty: 3724.273438
	Iteration 23Q: 3 clusters Score -9930166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -9930166.000000 Penalty: 3724.273438
	Iteration 24F: 3 clusters Score -9930166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 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 1501 members 
Entering Unmasked Estep 
Score: -302927.937500 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302927.9 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -303898.468750 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -303898.5 nChanged 350
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: -304567.281250 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -304567.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -304981.281250 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -304981.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -305238.312500 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -305238.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -305404.875000 Penalty: 2610.728027
	Iteration 5F: 3 clusters Score -305404.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -305512.875000 Penalty: 2610.728027
	Iteration 6Q: 3 clusters Score -305512.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -305601.593750 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305601.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -305650.656250 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305650.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -305698.375000 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -305698.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -305745.281250 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -305745.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -305812.062500 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -305812.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -305907.343750 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -305907.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -306010.343750 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -306010.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -306091.781250 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -306091.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -306147.375000 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -306147.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -306160.656250 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -306160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -306168.750000 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -306168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -306174.156250 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -306174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -306177.312500 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -306177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -306177.906250 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -306177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -306178.093750 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -306178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -306178.562500 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -306178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -306179.468750 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -306179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -306179.468750 Penalty: 2610.728027
	Iteration 24F: 3 clusters Score -306179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191842 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37740 members 
Mstep: Class 20 contains 155220 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94779 members 
Mstep: Class 32 contains 620 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168846 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29631 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3218 members 
Mstep: Class 49 contains 2461 members 
Entering Unmasked Estep 
Score: -154066672.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067360.000000 to -154066672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -258202.156250 Penalty: 1291.095093
	Iteration 0F: 2 clusters Score -258202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -255699.421875 Penalty: 2582.190186
	Iteration 0F: 3 clusters Score -255699.4 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -256678.296875 Penalty: 2582.190186
	Iteration 1F: 3 clusters Score -256678.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257159.625000 Penalty: 2582.190186
	Iteration 2F: 3 clusters Score -257159.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -257493.343750 Penalty: 2582.190186
	Iteration 3F: 3 clusters Score -257493.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -257772.125000 Penalty: 2582.190186
	Iteration 4F: 3 clusters Score -257772.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -257906.296875 Penalty: 2582.190186
	Iteration 5Q: 3 clusters Score -257906.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -257977.953125 Penalty: 2582.190186
	Iteration 6Q: 3 clusters Score -257978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -258012.640625 Penalty: 2582.190186
	Iteration 7Q: 3 clusters Score -258012.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -258037.296875 Penalty: 2582.190186
	Iteration 8Q: 3 clusters Score -258037.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -258060.750000 Penalty: 2582.190186
	Iteration 9Q: 3 clusters Score -258060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -258070.015625 Penalty: 2582.190186
	Iteration 10Q: 3 clusters Score -258070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -258072.531250 Penalty: 2582.190186
	Iteration 11Q: 3 clusters Score -258072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -258073.375000 Penalty: 2582.190186
	Iteration 12Q: 3 clusters Score -258073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -258074.031250 Penalty: 2582.190186
	Iteration 13Q: 3 clusters Score -258074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -258074.031250 Penalty: 2582.190186
	Iteration 14F: 3 clusters Score -258074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -162044.703125 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -162044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -160022.421875 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -160022.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160699.171875 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -160699.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -160934.343750 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -160934.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -161073.421875 Penalty: 2458.040039
	Iteration 3F: 3 clusters Score -161073.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161201.109375 Penalty: 2458.040039
	Iteration 4F: 3 clusters Score -161201.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161301.359375 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -161301.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -161375.515625 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -161375.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -161426.828125 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -161426.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -161460.406250 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -161460.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -161476.640625 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -161476.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161486.578125 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -161486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161494.078125 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -161494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -161504.468750 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -161504.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -161513.281250 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -161513.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -161518.140625 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -161518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -161522.656250 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -161522.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -161528.828125 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -161528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -161539.328125 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -161539.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -161557.062500 Penalty: 2458.040039
	Iteration 18Q: 3 clusters Score -161557.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -161567.281250 Penalty: 2458.040039
	Iteration 19Q: 3 clusters Score -161567.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -161572.593750 Penalty: 2458.040039
	Iteration 20F: 3 clusters Score -161572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -161577.578125 Penalty: 2458.040039
	Iteration 21Q: 3 clusters Score -161577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -161591.765625 Penalty: 2458.040039
	Iteration 22Q: 3 clusters Score -161591.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -161605.500000 Penalty: 2458.040039
	Iteration 23Q: 3 clusters Score -161605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -161609.437500 Penalty: 2458.040039
	Iteration 24Q: 3 clusters Score -161609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -161612.218750 Penalty: 2458.040039
	Iteration 25Q: 3 clusters Score -161612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -161613.781250 Penalty: 2458.040039
	Iteration 26Q: 3 clusters Score -161613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -161615.343750 Penalty: 2458.040039
	Iteration 27Q: 3 clusters Score -161615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -161621.250000 Penalty: 2458.040039
	Iteration 28Q: 3 clusters Score -161621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -161623.421875 Penalty: 2458.040039
	Iteration 29Q: 3 clusters Score -161623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -161624.171875 Penalty: 2458.040039
	Iteration 30Q: 3 clusters Score -161624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -161624.531250 Penalty: 2458.040039
	Iteration 31Q: 3 clusters Score -161624.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -161624.531250 Penalty: 2458.040039
	Iteration 32F: 3 clusters Score -161624.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Entering Unmasked Estep 
Score: -726858.000000 Penalty: 1448.648560
	Iteration 0F: 2 clusters Score -726858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -721400.437500 Penalty: 2897.297119
	Iteration 0F: 3 clusters Score -721400.4 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -723234.687500 Penalty: 2897.297119
	Iteration 1F: 3 clusters Score -723234.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -723588.812500 Penalty: 2897.297119
	Iteration 2F: 3 clusters Score -723588.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -723867.375000 Penalty: 2897.297119
	Iteration 3F: 3 clusters Score -723867.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -724093.375000 Penalty: 2897.297119
	Iteration 4F: 3 clusters Score -724093.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -724267.500000 Penalty: 2897.297119
	Iteration 5Q: 3 clusters Score -724267.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -724426.875000 Penalty: 2897.297119
	Iteration 6Q: 3 clusters Score -724426.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -724565.500000 Penalty: 2897.297119
	Iteration 7Q: 3 clusters Score -724565.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -724690.812500 Penalty: 2897.297119
	Iteration 8Q: 3 clusters Score -724690.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -724790.750000 Penalty: 2897.297119
	Iteration 9Q: 3 clusters Score -724790.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -724882.312500 Penalty: 2897.297119
	Iteration 10Q: 3 clusters Score -724882.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -724963.187500 Penalty: 2897.297119
	Iteration 11Q: 3 clusters Score -724963.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -725022.437500 Penalty: 2897.297119
	Iteration 12Q: 3 clusters Score -725022.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -725077.437500 Penalty: 2897.297119
	Iteration 13Q: 3 clusters Score -725077.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -725121.500000 Penalty: 2897.297119
	Iteration 14Q: 3 clusters Score -725121.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -725154.687500 Penalty: 2897.297119
	Iteration 15Q: 3 clusters Score -725154.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -725185.312500 Penalty: 2897.297119
	Iteration 16Q: 3 clusters Score -725185.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -725214.625000 Penalty: 2897.297119
	Iteration 17Q: 3 clusters Score -725214.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -725239.875000 Penalty: 2897.297119
	Iteration 18Q: 3 clusters Score -725239.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -725262.000000 Penalty: 2897.297119
	Iteration 19Q: 3 clusters Score -725262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -725281.062500 Penalty: 2897.297119
	Iteration 20F: 3 clusters Score -725281.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -725294.187500 Penalty: 2897.297119
	Iteration 21Q: 3 clusters Score -725294.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -725306.062500 Penalty: 2897.297119
	Iteration 22Q: 3 clusters Score -725306.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -725321.750000 Penalty: 2897.297119
	Iteration 23Q: 3 clusters Score -725321.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -725342.937500 Penalty: 2897.297119
	Iteration 24Q: 3 clusters Score -725342.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -725366.625000 Penalty: 2897.297119
	Iteration 25Q: 3 clusters Score -725366.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -725387.250000 Penalty: 2897.297119
	Iteration 26Q: 3 clusters Score -725387.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -725400.687500 Penalty: 2897.297119
	Iteration 27Q: 3 clusters Score -725400.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -725412.375000 Penalty: 2897.297119
	Iteration 28Q: 3 clusters Score -725412.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -725423.375000 Penalty: 2897.297119
	Iteration 29Q: 3 clusters Score -725423.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -725431.500000 Penalty: 2897.297119
	Iteration 30Q: 3 clusters Score -725431.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -725440.500000 Penalty: 2897.297119
	Iteration 31Q: 3 clusters Score -725440.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -725446.562500 Penalty: 2897.297119
	Iteration 32Q: 3 clusters Score -725446.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -725451.875000 Penalty: 2897.297119
	Iteration 33Q: 3 clusters Score -725451.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -725456.125000 Penalty: 2897.297119
	Iteration 34Q: 3 clusters Score -725456.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -725461.062500 Penalty: 2897.297119
	Iteration 35Q: 3 clusters Score -725461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -725466.125000 Penalty: 2897.297119
	Iteration 36Q: 3 clusters Score -725466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -725466.687500 Penalty: 2897.297119
	Iteration 37Q: 3 clusters Score -725466.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -725468.312500 Penalty: 2897.297119
	Iteration 38Q: 3 clusters Score -725468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -725470.437500 Penalty: 2897.297119
	Iteration 39Q: 3 clusters Score -725470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -725471.875000 Penalty: 2897.297119
	Iteration 40F: 3 clusters Score -725471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -725472.750000 Penalty: 2897.297119
	Iteration 41Q: 3 clusters Score -725472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -725477.125000 Penalty: 2897.297119
	Iteration 42Q: 3 clusters Score -725477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -725479.312500 Penalty: 2897.297119
	Iteration 43Q: 3 clusters Score -725479.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -725482.625000 Penalty: 2897.297119
	Iteration 44Q: 3 clusters Score -725482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -725486.000000 Penalty: 2897.297119
	Iteration 45Q: 3 clusters Score -725486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -725486.875000 Penalty: 2897.297119
	Iteration 46Q: 3 clusters Score -725486.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -725488.062500 Penalty: 2897.297119
	Iteration 47Q: 3 clusters Score -725488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -725493.250000 Penalty: 2897.297119
	Iteration 48Q: 3 clusters Score -725493.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -725494.250000 Penalty: 2897.297119
	Iteration 49Q: 3 clusters Score -725494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -725498.125000 Penalty: 2897.297119
	Iteration 50Q: 3 clusters Score -725498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -725499.187500 Penalty: 2897.297119
	Iteration 51Q: 3 clusters Score -725499.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -725503.750000 Penalty: 2897.297119
	Iteration 52Q: 3 clusters Score -725503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -725503.312500 Penalty: 2897.297119
	Iteration 53Q: 3 clusters Score -725503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -725504.812500 Penalty: 2897.297119
	Iteration 54Q: 3 clusters Score -725504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -725506.875000 Penalty: 2897.297119
	Iteration 55Q: 3 clusters Score -725506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -725505.125000 Penalty: 2897.297119
	Iteration 56Q: 3 clusters Score -725505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -725506.687500 Penalty: 2897.297119
	Iteration 57Q: 3 clusters Score -725506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -725507.187500 Penalty: 2897.297119
	Iteration 58Q: 3 clusters Score -725507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -725508.625000 Penalty: 2897.297119
	Iteration 59Q: 3 clusters Score -725508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -725512.312500 Penalty: 2897.297119
	Iteration 60F: 3 clusters Score -725512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -725513.562500 Penalty: 2897.297119
	Iteration 61Q: 3 clusters Score -725513.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -725514.062500 Penalty: 2897.297119
	Iteration 62Q: 3 clusters Score -725514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -725515.687500 Penalty: 2897.297119
	Iteration 63Q: 3 clusters Score -725515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -725518.375000 Penalty: 2897.297119
	Iteration 64Q: 3 clusters Score -725518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -725519.437500 Penalty: 2897.297119
	Iteration 65Q: 3 clusters Score -725519.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -725518.687500 Penalty: 2897.297119
	Iteration 66Q: 3 clusters Score -725518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -725520.000000 Penalty: 2897.297119
	Iteration 67Q: 3 clusters Score -725520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -725523.125000 Penalty: 2897.297119
	Iteration 68Q: 3 clusters Score -725523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -725523.750000 Penalty: 2897.297119
	Iteration 69Q: 3 clusters Score -725523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -725525.812500 Penalty: 2897.297119
	Iteration 70Q: 3 clusters Score -725525.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -725527.500000 Penalty: 2897.297119
	Iteration 71Q: 3 clusters Score -725527.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -725530.312500 Penalty: 2897.297119
	Iteration 72Q: 3 clusters Score -725530.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -725535.375000 Penalty: 2897.297119
	Iteration 73Q: 3 clusters Score -725535.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -725540.687500 Penalty: 2897.297119
	Iteration 74Q: 3 clusters Score -725540.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -725545.937500 Penalty: 2897.297119
	Iteration 75Q: 3 clusters Score -725545.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -725553.687500 Penalty: 2897.297119
	Iteration 76Q: 3 clusters Score -725553.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -725559.375000 Penalty: 2897.297119
	Iteration 77Q: 3 clusters Score -725559.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -725563.000000 Penalty: 2897.297119
	Iteration 78Q: 3 clusters Score -725563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -725565.625000 Penalty: 2897.297119
	Iteration 79Q: 3 clusters Score -725565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -725570.562500 Penalty: 2897.297119
	Iteration 80F: 3 clusters Score -725570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -725573.562500 Penalty: 2897.297119
	Iteration 81Q: 3 clusters Score -725573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -725574.812500 Penalty: 2897.297119
	Iteration 82Q: 3 clusters Score -725574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -725578.062500 Penalty: 2897.297119
	Iteration 83Q: 3 clusters Score -725578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -725578.562500 Penalty: 2897.297119
	Iteration 84Q: 3 clusters Score -725578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -725580.125000 Penalty: 2897.297119
	Iteration 85Q: 3 clusters Score -725580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -725583.562500 Penalty: 2897.297119
	Iteration 86Q: 3 clusters Score -725583.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -725590.187500 Penalty: 2897.297119
	Iteration 87Q: 3 clusters Score -725590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -725596.812500 Penalty: 2897.297119
	Iteration 88Q: 3 clusters Score -725596.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -725605.625000 Penalty: 2897.297119
	Iteration 89Q: 3 clusters Score -725605.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -725614.812500 Penalty: 2897.297119
	Iteration 90Q: 3 clusters Score -725614.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -725627.000000 Penalty: 2897.297119
	Iteration 91Q: 3 clusters Score -725627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -725638.500000 Penalty: 2897.297119
	Iteration 92Q: 3 clusters Score -725638.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -725645.750000 Penalty: 2897.297119
	Iteration 93Q: 3 clusters Score -725645.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -725651.312500 Penalty: 2897.297119
	Iteration 94Q: 3 clusters Score -725651.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -725656.312500 Penalty: 2897.297119
	Iteration 95Q: 3 clusters Score -725656.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -725663.250000 Penalty: 2897.297119
	Iteration 96Q: 3 clusters Score -725663.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -725668.125000 Penalty: 2897.297119
	Iteration 97Q: 3 clusters Score -725668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -725676.312500 Penalty: 2897.297119
	Iteration 98Q: 3 clusters Score -725676.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -725682.687500 Penalty: 2897.297119
	Iteration 99Q: 3 clusters Score -725682.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -725693.250000 Penalty: 2897.297119
	Iteration 100F: 3 clusters Score -725693.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -725701.750000 Penalty: 2897.297119
	Iteration 101Q: 3 clusters Score -725701.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -725702.875000 Penalty: 2897.297119
	Iteration 102Q: 3 clusters Score -725702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -725706.937500 Penalty: 2897.297119
	Iteration 103Q: 3 clusters Score -725706.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -725709.250000 Penalty: 2897.297119
	Iteration 104Q: 3 clusters Score -725709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -725713.000000 Penalty: 2897.297119
	Iteration 105Q: 3 clusters Score -725713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -725716.625000 Penalty: 2897.297119
	Iteration 106Q: 3 clusters Score -725716.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -725720.687500 Penalty: 2897.297119
	Iteration 107Q: 3 clusters Score -725720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -725719.875000 Penalty: 2897.297119
	Iteration 108Q: 3 clusters Score -725719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -725721.812500 Penalty: 2897.297119
	Iteration 109Q: 3 clusters Score -725721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -725723.750000 Penalty: 2897.297119
	Iteration 110Q: 3 clusters Score -725723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -725724.250000 Penalty: 2897.297119
	Iteration 111Q: 3 clusters Score -725724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -725723.875000 Penalty: 2897.297119
	Iteration 112Q: 3 clusters Score -725723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -725724.312500 Penalty: 2897.297119
	Iteration 113Q: 3 clusters Score -725724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -725725.187500 Penalty: 2897.297119
	Iteration 114Q: 3 clusters Score -725725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -725725.062500 Penalty: 2897.297119
	Iteration 115Q: 3 clusters Score -725725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -725728.250000 Penalty: 2897.297119
	Iteration 116Q: 3 clusters Score -725728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -725729.562500 Penalty: 2897.297119
	Iteration 117Q: 3 clusters Score -725729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -725730.000000 Penalty: 2897.297119
	Iteration 118Q: 3 clusters Score -725730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -725729.750000 Penalty: 2897.297119
	Iteration 119Q: 3 clusters Score -725729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -725730.687500 Penalty: 2897.297119
	Iteration 120F: 3 clusters Score -725730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -725732.812500 Penalty: 2897.297119
	Iteration 121Q: 3 clusters Score -725732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -725737.187500 Penalty: 2897.297119
	Iteration 122Q: 3 clusters Score -725737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -725736.750000 Penalty: 2897.297119
	Iteration 123Q: 3 clusters Score -725736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -725739.375000 Penalty: 2897.297119
	Iteration 124Q: 3 clusters Score -725739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -725740.812500 Penalty: 2897.297119
	Iteration 125Q: 3 clusters Score -725740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -725741.437500 Penalty: 2897.297119
	Iteration 126Q: 3 clusters Score -725741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -725745.562500 Penalty: 2897.297119
	Iteration 127Q: 3 clusters Score -725745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -725748.812500 Penalty: 2897.297119
	Iteration 128Q: 3 clusters Score -725748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -725748.750000 Penalty: 2897.297119
	Iteration 129Q: 3 clusters Score -725748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -725750.000000 Penalty: 2897.297119
	Iteration 130Q: 3 clusters Score -725750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -725754.000000 Penalty: 2897.297119
	Iteration 131Q: 3 clusters Score -725754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -725756.437500 Penalty: 2897.297119
	Iteration 132Q: 3 clusters Score -725756.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -725759.000000 Penalty: 2897.297119
	Iteration 133Q: 3 clusters Score -725759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -725762.750000 Penalty: 2897.297119
	Iteration 134Q: 3 clusters Score -725762.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -725765.000000 Penalty: 2897.297119
	Iteration 135Q: 3 clusters Score -725765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -725771.812500 Penalty: 2897.297119
	Iteration 136Q: 3 clusters Score -725771.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -725775.625000 Penalty: 2897.297119
	Iteration 137Q: 3 clusters Score -725775.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -725783.812500 Penalty: 2897.297119
	Iteration 138Q: 3 clusters Score -725783.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -725791.500000 Penalty: 2897.297119
	Iteration 139Q: 3 clusters Score -725791.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -725802.187500 Penalty: 2897.297119
	Iteration 140F: 3 clusters Score -725802.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -725810.187500 Penalty: 2897.297119
	Iteration 141Q: 3 clusters Score -725810.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -725817.500000 Penalty: 2897.297119
	Iteration 142Q: 3 clusters Score -725817.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -725824.062500 Penalty: 2897.297119
	Iteration 143Q: 3 clusters Score -725824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -725827.562500 Penalty: 2897.297119
	Iteration 144Q: 3 clusters Score -725827.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -725832.375000 Penalty: 2897.297119
	Iteration 145Q: 3 clusters Score -725832.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -725835.750000 Penalty: 2897.297119
	Iteration 146Q: 3 clusters Score -725835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -725837.562500 Penalty: 2897.297119
	Iteration 147Q: 3 clusters Score -725837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -725840.375000 Penalty: 2897.297119
	Iteration 148Q: 3 clusters Score -725840.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -725842.312500 Penalty: 2897.297119
	Iteration 149Q: 3 clusters Score -725842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -725846.250000 Penalty: 2897.297119
	Iteration 150Q: 3 clusters Score -725846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -725846.312500 Penalty: 2897.297119
	Iteration 151Q: 3 clusters Score -725846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -725847.812500 Penalty: 2897.297119
	Iteration 152Q: 3 clusters Score -725847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -725847.937500 Penalty: 2897.297119
	Iteration 153Q: 3 clusters Score -725847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -725850.062500 Penalty: 2897.297119
	Iteration 154Q: 3 clusters Score -725850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -725851.375000 Penalty: 2897.297119
	Iteration 155Q: 3 clusters Score -725851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -725854.625000 Penalty: 2897.297119
	Iteration 156Q: 3 clusters Score -725854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -725854.437500 Penalty: 2897.297119
	Iteration 157Q: 3 clusters Score -725854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -725858.312500 Penalty: 2897.297119
	Iteration 158Q: 3 clusters Score -725858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -725860.062500 Penalty: 2897.297119
	Iteration 159Q: 3 clusters Score -725860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -725859.937500 Penalty: 2897.297119
	Iteration 160F: 3 clusters Score -725859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -725862.687500 Penalty: 2897.297119
	Iteration 161Q: 3 clusters Score -725862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -725863.500000 Penalty: 2897.297119
	Iteration 162Q: 3 clusters Score -725863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -725865.750000 Penalty: 2897.297119
	Iteration 163Q: 3 clusters Score -725865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -725868.562500 Penalty: 2897.297119
	Iteration 164Q: 3 clusters Score -725868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -725869.312500 Penalty: 2897.297119
	Iteration 165Q: 3 clusters Score -725869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -725870.500000 Penalty: 2897.297119
	Iteration 166Q: 3 clusters Score -725870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -725873.000000 Penalty: 2897.297119
	Iteration 167Q: 3 clusters Score -725873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -725873.937500 Penalty: 2897.297119
	Iteration 168Q: 3 clusters Score -725873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -725874.812500 Penalty: 2897.297119
	Iteration 169Q: 3 clusters Score -725874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -725873.937500 Penalty: 2897.297119
	Iteration 170Q: 3 clusters Score -725873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -725874.687500 Penalty: 2897.297119
	Iteration 171Q: 3 clusters Score -725874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -725874.687500 Penalty: 2897.297119
	Iteration 172F: 3 clusters Score -725874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Entering Unmasked Estep 
Score: -416897.593750 Penalty: 1371.585815
	Iteration 0F: 2 clusters Score -416897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -413179.593750 Penalty: 2743.171631
	Iteration 0F: 3 clusters Score -413179.6 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -414412.812500 Penalty: 2743.171631
	Iteration 1F: 3 clusters Score -414412.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -414904.656250 Penalty: 2743.171631
	Iteration 2F: 3 clusters Score -414904.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415441.500000 Penalty: 2743.171631
	Iteration 3F: 3 clusters Score -415441.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -416033.000000 Penalty: 2743.171631
	Iteration 4F: 3 clusters Score -416033 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -416590.031250 Penalty: 2743.171631
	Iteration 5F: 3 clusters Score -416590 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -416864.468750 Penalty: 2743.171631
	Iteration 6F: 3 clusters Score -416864.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -417019.093750 Penalty: 2743.171631
	Iteration 7Q: 3 clusters Score -417019.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -417087.281250 Penalty: 2743.171631
	Iteration 8Q: 3 clusters Score -417087.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -417129.000000 Penalty: 2743.171631
	Iteration 9Q: 3 clusters Score -417129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -417171.687500 Penalty: 2743.171631
	Iteration 10Q: 3 clusters Score -417171.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -417204.562500 Penalty: 2743.171631
	Iteration 11Q: 3 clusters Score -417204.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -417225.437500 Penalty: 2743.171631
	Iteration 12Q: 3 clusters Score -417225.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -417243.218750 Penalty: 2743.171631
	Iteration 13Q: 3 clusters Score -417243.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -417253.500000 Penalty: 2743.171631
	Iteration 14Q: 3 clusters Score -417253.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -417260.375000 Penalty: 2743.171631
	Iteration 15Q: 3 clusters Score -417260.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -417263.562500 Penalty: 2743.171631
	Iteration 16Q: 3 clusters Score -417263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -417268.781250 Penalty: 2743.171631
	Iteration 17Q: 3 clusters Score -417268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -417272.625000 Penalty: 2743.171631
	Iteration 18Q: 3 clusters Score -417272.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -417276.593750 Penalty: 2743.171631
	Iteration 19Q: 3 clusters Score -417276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -417278.375000 Penalty: 2743.171631
	Iteration 20F: 3 clusters Score -417278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -417279.937500 Penalty: 2743.171631
	Iteration 21Q: 3 clusters Score -417279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -417279.906250 Penalty: 2743.171631
	Iteration 22Q: 3 clusters Score -417279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -417280.156250 Penalty: 2743.171631
	Iteration 23Q: 3 clusters Score -417280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -417280.531250 Penalty: 2743.171631
	Iteration 24Q: 3 clusters Score -417280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -417281.125000 Penalty: 2743.171631
	Iteration 25Q: 3 clusters Score -417281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -417282.125000 Penalty: 2743.171631
	Iteration 26Q: 3 clusters Score -417282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -417282.125000 Penalty: 2743.171631
	Iteration 27F: 3 clusters Score -417282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191842 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37740 members 
Mstep: Class 20 contains 155220 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94779 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 1943 members 
Mstep: Class 37 contains 168846 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29631 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3218 members 
Mstep: Class 49 contains 2688 members 
Entering Unmasked Estep 
Score: -154066544.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067360.000000 to -154066544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Entering Unmasked Estep 
Score: -17726968.000000 Penalty: 1955.970581
	Iteration 0F: 2 clusters Score -1.772697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -17628768.000000 Penalty: 3911.941162
	Iteration 0F: 3 clusters Score -1.762877e+07 nChanged 81561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -17676910.000000 Penalty: 3911.941162
	Iteration 1F: 3 clusters Score -1.767691e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -17678090.000000 Penalty: 3911.941162
	Iteration 2Q: 3 clusters Score -1.767809e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -17679756.000000 Penalty: 3911.941162
	Iteration 3Q: 3 clusters Score -1.767976e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -17682312.000000 Penalty: 3911.941162
	Iteration 4Q: 3 clusters Score -1.768231e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 102407 members 
Entering Unmasked Estep 
Score: -17686426.000000 Penalty: 3911.941162
	Iteration 5F: 3 clusters Score -1.768643e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 111627 members 
Entering Unmasked Estep 
Score: -17692076.000000 Penalty: 3911.941162
	Iteration 6F: 3 clusters Score -1.769208e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -17700520.000000 Penalty: 3911.941162
	Iteration 7F: 3 clusters Score -1.770052e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 135882 members 
Entering Unmasked Estep 
Score: -17710778.000000 Penalty: 3911.941162
	Iteration 8F: 3 clusters Score -1.771078e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 147999 members 
Entering Unmasked Estep 
Score: -17719932.000000 Penalty: 3911.941162
	Iteration 9F: 3 clusters Score -1.771993e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -17723330.000000 Penalty: 3911.941162
	Iteration 10F: 3 clusters Score -1.772333e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -17724778.000000 Penalty: 3911.941162
	Iteration 11Q: 3 clusters Score -1.772478e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -17725158.000000 Penalty: 3911.941162
	Iteration 12Q: 3 clusters Score -1.772516e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -17725346.000000 Penalty: 3911.941162
	Iteration 13Q: 3 clusters Score -1.772535e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -17725524.000000 Penalty: 3911.941162
	Iteration 14Q: 3 clusters Score -1.772552e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -17725564.000000 Penalty: 3911.941162
	Iteration 15Q: 3 clusters Score -1.772556e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -17725614.000000 Penalty: 3911.941162
	Iteration 16Q: 3 clusters Score -1.772561e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 168315 members 
Entering Unmasked Estep 
Score: -17725660.000000 Penalty: 3911.941162
	Iteration 17Q: 3 clusters Score -1.772566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 168342 members 
Entering Unmasked Estep 
Score: -17725672.000000 Penalty: 3911.941162
	Iteration 18Q: 3 clusters Score -1.772567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 168353 members 
Entering Unmasked Estep 
Score: -17725682.000000 Penalty: 3911.941162
	Iteration 19Q: 3 clusters Score -1.772568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -17725684.000000 Penalty: 3911.941162
	Iteration 20F: 3 clusters Score -1.772568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -17725674.000000 Penalty: 3911.941162
	Iteration 21Q: 3 clusters Score -1.772567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 168374 members 
Entering Unmasked Estep 
Score: -17725686.000000 Penalty: 3911.941162
	Iteration 22Q: 3 clusters Score -1.772569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -17725688.000000 Penalty: 3911.941162
	Iteration 23Q: 3 clusters Score -1.772569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -17725688.000000 Penalty: 3911.941162
	Iteration 24Q: 3 clusters Score -1.772569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -17725696.000000 Penalty: 3911.941162
	Iteration 25Q: 3 clusters Score -1.77257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -17725688.000000 Penalty: 3911.941162
	Iteration 26Q: 3 clusters Score -1.772569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 168396 members 
Entering Unmasked Estep 
Score: -17725700.000000 Penalty: 3911.941162
	Iteration 27Q: 3 clusters Score -1.77257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -17725708.000000 Penalty: 3911.941162
	Iteration 28Q: 3 clusters Score -1.772571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -17725712.000000 Penalty: 3911.941162
	Iteration 29Q: 3 clusters Score -1.772571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -17725706.000000 Penalty: 3911.941162
	Iteration 30Q: 3 clusters Score -1.772571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -17725718.000000 Penalty: 3911.941162
	Iteration 31Q: 3 clusters Score -1.772572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168414 members 
Entering Unmasked Estep 
Score: -17725720.000000 Penalty: 3911.941162
	Iteration 32Q: 3 clusters Score -1.772572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -17725722.000000 Penalty: 3911.941162
	Iteration 33Q: 3 clusters Score -1.772572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168414 members 
Entering Unmasked Estep 
Score: -17725732.000000 Penalty: 3911.941162
	Iteration 34Q: 3 clusters Score -1.772573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 168415 members 
Entering Unmasked Estep 
Score: -17725734.000000 Penalty: 3911.941162
	Iteration 35Q: 3 clusters Score -1.772573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 168415 members 
Entering Unmasked Estep 
Score: -17725734.000000 Penalty: 3911.941162
	Iteration 36F: 3 clusters Score -1.772573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -1167356.625000 Penalty: 1519.673950
	Iteration 0F: 2 clusters Score -1167357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1159243.500000 Penalty: 3039.347900
	Iteration 0F: 3 clusters Score -1159244 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1162237.375000 Penalty: 3039.347900
	Iteration 1F: 3 clusters Score -1162237 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1163014.875000 Penalty: 3039.347900
	Iteration 2F: 3 clusters Score -1163015 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1163975.500000 Penalty: 3039.347900
	Iteration 3F: 3 clusters Score -1163976 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1164807.125000 Penalty: 3039.347900
	Iteration 4F: 3 clusters Score -1164807 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1165321.000000 Penalty: 3039.347900
	Iteration 5F: 3 clusters Score -1165321 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1165598.125000 Penalty: 3039.347900
	Iteration 6Q: 3 clusters Score -1165598 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1165746.125000 Penalty: 3039.347900
	Iteration 7Q: 3 clusters Score -1165746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1165833.625000 Penalty: 3039.347900
	Iteration 8Q: 3 clusters Score -1165834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1165891.500000 Penalty: 3039.347900
	Iteration 9Q: 3 clusters Score -1165892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1165927.250000 Penalty: 3039.347900
	Iteration 10Q: 3 clusters Score -1165927 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1165961.875000 Penalty: 3039.347900
	Iteration 11Q: 3 clusters Score -1165962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1166001.250000 Penalty: 3039.347900
	Iteration 12Q: 3 clusters Score -1166001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1166030.375000 Penalty: 3039.347900
	Iteration 13Q: 3 clusters Score -1166030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1166068.750000 Penalty: 3039.347900
	Iteration 14Q: 3 clusters Score -1166069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1166101.750000 Penalty: 3039.347900
	Iteration 15Q: 3 clusters Score -1166102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1166124.500000 Penalty: 3039.347900
	Iteration 16Q: 3 clusters Score -1166124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1166149.125000 Penalty: 3039.347900
	Iteration 17Q: 3 clusters Score -1166149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1166174.375000 Penalty: 3039.347900
	Iteration 18Q: 3 clusters Score -1166174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1166197.250000 Penalty: 3039.347900
	Iteration 19Q: 3 clusters Score -1166197 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1166216.750000 Penalty: 3039.347900
	Iteration 20F: 3 clusters Score -1166217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1166231.250000 Penalty: 3039.347900
	Iteration 21Q: 3 clusters Score -1166231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1166245.375000 Penalty: 3039.347900
	Iteration 22Q: 3 clusters Score -1166245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1166255.125000 Penalty: 3039.347900
	Iteration 23Q: 3 clusters Score -1166255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1166269.875000 Penalty: 3039.347900
	Iteration 24Q: 3 clusters Score -1166270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1166284.000000 Penalty: 3039.347900
	Iteration 25Q: 3 clusters Score -1166284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1166297.625000 Penalty: 3039.347900
	Iteration 26Q: 3 clusters Score -1166298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1166314.625000 Penalty: 3039.347900
	Iteration 27Q: 3 clusters Score -1166315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1166325.750000 Penalty: 3039.347900
	Iteration 28Q: 3 clusters Score -1166326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1166335.500000 Penalty: 3039.347900
	Iteration 29Q: 3 clusters Score -1166336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1166348.375000 Penalty: 3039.347900
	Iteration 30Q: 3 clusters Score -1166348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1166358.250000 Penalty: 3039.347900
	Iteration 31Q: 3 clusters Score -1166358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1166362.125000 Penalty: 3039.347900
	Iteration 32Q: 3 clusters Score -1166362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1166366.250000 Penalty: 3039.347900
	Iteration 33Q: 3 clusters Score -1166366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1166375.500000 Penalty: 3039.347900
	Iteration 34Q: 3 clusters Score -1166376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1166383.750000 Penalty: 3039.347900
	Iteration 35Q: 3 clusters Score -1166384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1166390.750000 Penalty: 3039.347900
	Iteration 36Q: 3 clusters Score -1166391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1166398.500000 Penalty: 3039.347900
	Iteration 37Q: 3 clusters Score -1166398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1166399.625000 Penalty: 3039.347900
	Iteration 38Q: 3 clusters Score -1166400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1166399.250000 Penalty: 3039.347900
	Iteration 39Q: 3 clusters Score -1166399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1166401.000000 Penalty: 3039.347900
	Iteration 40F: 3 clusters Score -1166401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1166403.250000 Penalty: 3039.347900
	Iteration 41Q: 3 clusters Score -1166403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1166403.875000 Penalty: 3039.347900
	Iteration 42Q: 3 clusters Score -1166404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1166406.750000 Penalty: 3039.347900
	Iteration 43Q: 3 clusters Score -1166407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1166408.500000 Penalty: 3039.347900
	Iteration 44Q: 3 clusters Score -1166408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1166408.750000 Penalty: 3039.347900
	Iteration 45Q: 3 clusters Score -1166409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1166408.750000 Penalty: 3039.347900
	Iteration 46F: 3 clusters Score -1166409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224746.718750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -222418.281250 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222418.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -223060.171875 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -223060.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -223241.484375 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223241.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -223379.218750 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223379.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -223494.421875 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -223494.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -223596.468750 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223596.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -223698.015625 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -223792.406250 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223792.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -223858.937500 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223858.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -223921.125000 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223921.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -223985.906250 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223985.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -224034.546875 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -224034.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -224087.500000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -224087.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -224132.265625 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -224132.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -224176.000000 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -224176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -224207.859375 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -224207.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -224232.140625 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -224232.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -224261.593750 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -224261.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -224300.312500 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -224300.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -224346.484375 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -224346.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -224394.031250 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -224394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -224418.421875 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -224418.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -224450.937500 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -224450.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -224481.078125 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -224481.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -224500.375000 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -224500.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -224513.671875 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -224513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -224527.187500 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -224527.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -224541.906250 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -224541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -224552.687500 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -224552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -224561.718750 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -224561.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -224569.484375 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -224569.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -224578.406250 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -224578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -224584.484375 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -224584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -224587.750000 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -224587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -224590.656250 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -224590.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224592.843750 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -224592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -224593.515625 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -224593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -224594.703125 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -224594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -224596.218750 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -224596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -224596.296875 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -224596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -224596.828125 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -224596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -224597.578125 Penalty: 2522.013184
	Iteration 41Q: 3 clusters Score -224597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -224598.390625 Penalty: 2522.013184
	Iteration 42Q: 3 clusters Score -224598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -224598.687500 Penalty: 2522.013184
	Iteration 43Q: 3 clusters Score -224598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -224598.687500 Penalty: 2522.013184
	Iteration 44F: 3 clusters Score -224598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111562 members 
Entering Unmasked Estep 
Score: -11687664.000000 Penalty: 1888.629517
	Iteration 0F: 2 clusters Score -1.168766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -11612991.000000 Penalty: 3777.259033
	Iteration 0F: 3 clusters Score -1.161299e+07 nChanged 53577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -11645332.000000 Penalty: 3777.259033
	Iteration 1F: 3 clusters Score -1.164533e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -11648304.000000 Penalty: 3777.259033
	Iteration 2F: 3 clusters Score -1.16483e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -11653172.000000 Penalty: 3777.259033
	Iteration 3F: 3 clusters Score -1.165317e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -11660806.000000 Penalty: 3777.259033
	Iteration 4F: 3 clusters Score -1.166081e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -11669803.000000 Penalty: 3777.259033
	Iteration 5F: 3 clusters Score -1.16698e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -11677784.000000 Penalty: 3777.259033
	Iteration 6F: 3 clusters Score -1.167778e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -11683233.000000 Penalty: 3777.259033
	Iteration 7Q: 3 clusters Score -1.168323e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -11685301.000000 Penalty: 3777.259033
	Iteration 8Q: 3 clusters Score -1.16853e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -11686262.000000 Penalty: 3777.259033
	Iteration 9Q: 3 clusters Score -1.168626e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -11686668.000000 Penalty: 3777.259033
	Iteration 10Q: 3 clusters Score -1.168667e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -11686943.000000 Penalty: 3777.259033
	Iteration 11Q: 3 clusters Score -1.168694e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -11687220.000000 Penalty: 3777.259033
	Iteration 12Q: 3 clusters Score -1.168722e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -11687343.000000 Penalty: 3777.259033
	Iteration 13Q: 3 clusters Score -1.168734e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 102142 members 
Entering Unmasked Estep 
Score: -11687430.000000 Penalty: 3777.259033
	Iteration 14Q: 3 clusters Score -1.168743e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -11687551.000000 Penalty: 3777.259033
	Iteration 15Q: 3 clusters Score -1.168755e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -11687641.000000 Penalty: 3777.259033
	Iteration 16Q: 3 clusters Score -1.168764e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -11687673.000000 Penalty: 3777.259033
	Iteration 17Q: 3 clusters Score -1.168767e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -11687703.000000 Penalty: 3777.259033
	Iteration 18Q: 3 clusters Score -1.16877e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -11687752.000000 Penalty: 3777.259033
	Iteration 19Q: 3 clusters Score -1.168775e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -11687797.000000 Penalty: 3777.259033
	Iteration 20F: 3 clusters Score -1.16878e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -11687799.000000 Penalty: 3777.259033
	Iteration 21Q: 3 clusters Score -1.16878e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 104221 members 
Entering Unmasked Estep 
Score: -11687834.000000 Penalty: 3777.259033
	Iteration 22Q: 3 clusters Score -1.168783e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -11687881.000000 Penalty: 3777.259033
	Iteration 23Q: 3 clusters Score -1.168788e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -11687871.000000 Penalty: 3777.259033
	Iteration 24Q: 3 clusters Score -1.168787e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -11687872.000000 Penalty: 3777.259033
	Iteration 25Q: 3 clusters Score -1.168787e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -11687880.000000 Penalty: 3777.259033
	Iteration 26Q: 3 clusters Score -1.168788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -11687883.000000 Penalty: 3777.259033
	Iteration 27Q: 3 clusters Score -1.168788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -11687897.000000 Penalty: 3777.259033
	Iteration 28Q: 3 clusters Score -1.16879e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -11687919.000000 Penalty: 3777.259033
	Iteration 29Q: 3 clusters Score -1.168792e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -11687940.000000 Penalty: 3777.259033
	Iteration 30Q: 3 clusters Score -1.168794e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -11687940.000000 Penalty: 3777.259033
	Iteration 31Q: 3 clusters Score -1.168794e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -11687954.000000 Penalty: 3777.259033
	Iteration 32Q: 3 clusters Score -1.168795e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -11687948.000000 Penalty: 3777.259033
	Iteration 33Q: 3 clusters Score -1.168795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -11687938.000000 Penalty: 3777.259033
	Iteration 34Q: 3 clusters Score -1.168794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -11687938.000000 Penalty: 3777.259033
	Iteration 35Q: 3 clusters Score -1.168794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -11687930.000000 Penalty: 3777.259033
	Iteration 36Q: 3 clusters Score -1.168793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -11687925.000000 Penalty: 3777.259033
	Iteration 37Q: 3 clusters Score -1.168792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -11687932.000000 Penalty: 3777.259033
	Iteration 38Q: 3 clusters Score -1.168793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -11687926.000000 Penalty: 3777.259033
	Iteration 39Q: 3 clusters Score -1.168793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -11687927.000000 Penalty: 3777.259033
	Iteration 40F: 3 clusters Score -1.168793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -11687919.000000 Penalty: 3777.259033
	Iteration 41Q: 3 clusters Score -1.168792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -11687932.000000 Penalty: 3777.259033
	Iteration 42Q: 3 clusters Score -1.168793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -11687931.000000 Penalty: 3777.259033
	Iteration 43Q: 3 clusters Score -1.168793e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -11687933.000000 Penalty: 3777.259033
	Iteration 44Q: 3 clusters Score -1.168793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -11687932.000000 Penalty: 3777.259033
	Iteration 45Q: 3 clusters Score -1.168793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -11687930.000000 Penalty: 3777.259033
	Iteration 46Q: 3 clusters Score -1.168793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -11687940.000000 Penalty: 3777.259033
	Iteration 47Q: 3 clusters Score -1.168794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -11687944.000000 Penalty: 3777.259033
	Iteration 48Q: 3 clusters Score -1.168794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -11687941.000000 Penalty: 3777.259033
	Iteration 49Q: 3 clusters Score -1.168794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 105285 members 
Entering Unmasked Estep 
Score: -11687948.000000 Penalty: 3777.259033
	Iteration 50Q: 3 clusters Score -1.168795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -11687944.000000 Penalty: 3777.259033
	Iteration 51Q: 3 clusters Score -1.168794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -11687936.000000 Penalty: 3777.259033
	Iteration 52Q: 3 clusters Score -1.168794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -11687941.000000 Penalty: 3777.259033
	Iteration 53Q: 3 clusters Score -1.168794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -11687932.000000 Penalty: 3777.259033
	Iteration 54Q: 3 clusters Score -1.168793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -11687938.000000 Penalty: 3777.259033
	Iteration 55Q: 3 clusters Score -1.168794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -11687938.000000 Penalty: 3777.259033
	Iteration 56F: 3 clusters Score -1.168794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191842 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37740 members 
Mstep: Class 20 contains 155220 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94779 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168846 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 6248 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29631 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3218 members 
Mstep: Class 49 contains 105314 members 
Entering Unmasked Estep 
Score: -154066864.000000 Penalty: 113419.390625
Splitting cluster 40 changes total score from -154067360.000000 to -154066864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125805.625000 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125805.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -126113.796875 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126113.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -126206.015625 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -126253.445312 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -126284.242188 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126284.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -126300.398438 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126300.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -126318.031250 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -126334.421875 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126334.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -126345.703125 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126345.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126356.281250 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -126373.390625 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126373.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -126393.601562 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -126406.132812 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -126415.546875 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -126415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -126424.687500 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -126424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -126429.289062 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -126429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -126434.187500 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -126434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -126435.179688 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -126435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -126435.179688 Penalty: 2324.232666
	Iteration 18F: 3 clusters Score -126435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -768741.500000 Penalty: 1452.745728
	Iteration 0F: 2 clusters Score -768741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -763104.875000 Penalty: 2905.491455
	Iteration 0F: 3 clusters Score -763104.9 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -764821.562500 Penalty: 2905.491455
	Iteration 1F: 3 clusters Score -764821.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -765168.812500 Penalty: 2905.491455
	Iteration 2F: 3 clusters Score -765168.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -765474.937500 Penalty: 2905.491455
	Iteration 3F: 3 clusters Score -765474.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -765718.812500 Penalty: 2905.491455
	Iteration 4F: 3 clusters Score -765718.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -765931.000000 Penalty: 2905.491455
	Iteration 5Q: 3 clusters Score -765931 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -766165.562500 Penalty: 2905.491455
	Iteration 6Q: 3 clusters Score -766165.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -766462.062500 Penalty: 2905.491455
	Iteration 7Q: 3 clusters Score -766462.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -766756.937500 Penalty: 2905.491455
	Iteration 8Q: 3 clusters Score -766756.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -767021.562500 Penalty: 2905.491455
	Iteration 9Q: 3 clusters Score -767021.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -767182.562500 Penalty: 2905.491455
	Iteration 10Q: 3 clusters Score -767182.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -767280.250000 Penalty: 2905.491455
	Iteration 11Q: 3 clusters Score -767280.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -767356.750000 Penalty: 2905.491455
	Iteration 12Q: 3 clusters Score -767356.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -767413.187500 Penalty: 2905.491455
	Iteration 13Q: 3 clusters Score -767413.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -767463.187500 Penalty: 2905.491455
	Iteration 14Q: 3 clusters Score -767463.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -767496.125000 Penalty: 2905.491455
	Iteration 15Q: 3 clusters Score -767496.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -767528.625000 Penalty: 2905.491455
	Iteration 16Q: 3 clusters Score -767528.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -767555.750000 Penalty: 2905.491455
	Iteration 17Q: 3 clusters Score -767555.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -767579.750000 Penalty: 2905.491455
	Iteration 18Q: 3 clusters Score -767579.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -767596.625000 Penalty: 2905.491455
	Iteration 19Q: 3 clusters Score -767596.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -767611.500000 Penalty: 2905.491455
	Iteration 20F: 3 clusters Score -767611.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -767626.000000 Penalty: 2905.491455
	Iteration 21Q: 3 clusters Score -767626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -767641.750000 Penalty: 2905.491455
	Iteration 22Q: 3 clusters Score -767641.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -767650.812500 Penalty: 2905.491455
	Iteration 23Q: 3 clusters Score -767650.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -767654.875000 Penalty: 2905.491455
	Iteration 24Q: 3 clusters Score -767654.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -767659.687500 Penalty: 2905.491455
	Iteration 25Q: 3 clusters Score -767659.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -767662.812500 Penalty: 2905.491455
	Iteration 26Q: 3 clusters Score -767662.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -767665.875000 Penalty: 2905.491455
	Iteration 27Q: 3 clusters Score -767665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -767669.187500 Penalty: 2905.491455
	Iteration 28Q: 3 clusters Score -767669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -767668.875000 Penalty: 2905.491455
	Iteration 29Q: 3 clusters Score -767668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -767669.250000 Penalty: 2905.491455
	Iteration 30Q: 3 clusters Score -767669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -767670.312500 Penalty: 2905.491455
	Iteration 31Q: 3 clusters Score -767670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -767669.437500 Penalty: 2905.491455
	Iteration 32Q: 3 clusters Score -767669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -767669.375000 Penalty: 2905.491455
	Iteration 33Q: 3 clusters Score -767669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -767669.375000 Penalty: 2905.491455
	Iteration 34F: 3 clusters Score -767669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Entering Unmasked Estep 
Score: -2832956.500000 Penalty: 1673.193726
	Iteration 0F: 2 clusters Score -2832956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2812991.000000 Penalty: 3346.387451
	Iteration 0F: 3 clusters Score -2812991 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2821272.000000 Penalty: 3346.387451
	Iteration 1F: 3 clusters Score -2821272 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2822301.000000 Penalty: 3346.387451
	Iteration 2F: 3 clusters Score -2822301 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2823465.750000 Penalty: 3346.387451
	Iteration 3F: 3 clusters Score -2823466 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2824603.250000 Penalty: 3346.387451
	Iteration 4F: 3 clusters Score -2824603 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2825619.750000 Penalty: 3346.387451
	Iteration 5F: 3 clusters Score -2825620 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2826467.000000 Penalty: 3346.387451
	Iteration 6F: 3 clusters Score -2826467 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2827202.000000 Penalty: 3346.387451
	Iteration 7Q: 3 clusters Score -2827202 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2827899.750000 Penalty: 3346.387451
	Iteration 8Q: 3 clusters Score -2827900 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2828580.250000 Penalty: 3346.387451
	Iteration 9Q: 3 clusters Score -2828580 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2829273.000000 Penalty: 3346.387451
	Iteration 10Q: 3 clusters Score -2829273 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2829929.250000 Penalty: 3346.387451
	Iteration 11Q: 3 clusters Score -2829929 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2830580.250000 Penalty: 3346.387451
	Iteration 12Q: 3 clusters Score -2830580 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2831160.750000 Penalty: 3346.387451
	Iteration 13Q: 3 clusters Score -2831161 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2831586.500000 Penalty: 3346.387451
	Iteration 14Q: 3 clusters Score -2831586 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2831888.500000 Penalty: 3346.387451
	Iteration 15Q: 3 clusters Score -2831888 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2832114.250000 Penalty: 3346.387451
	Iteration 16Q: 3 clusters Score -2832114 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2832265.000000 Penalty: 3346.387451
	Iteration 17Q: 3 clusters Score -2832265 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2832376.000000 Penalty: 3346.387451
	Iteration 18Q: 3 clusters Score -2832376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2832440.500000 Penalty: 3346.387451
	Iteration 19Q: 3 clusters Score -2832440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2832519.500000 Penalty: 3346.387451
	Iteration 20F: 3 clusters Score -2832520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2832560.500000 Penalty: 3346.387451
	Iteration 21Q: 3 clusters Score -2832560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2832595.250000 Penalty: 3346.387451
	Iteration 22Q: 3 clusters Score -2832595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2832620.250000 Penalty: 3346.387451
	Iteration 23Q: 3 clusters Score -2832620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2832629.000000 Penalty: 3346.387451
	Iteration 24Q: 3 clusters Score -2832629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2832652.500000 Penalty: 3346.387451
	Iteration 25Q: 3 clusters Score -2832652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2832655.000000 Penalty: 3346.387451
	Iteration 26Q: 3 clusters Score -2832655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2832661.000000 Penalty: 3346.387451
	Iteration 27Q: 3 clusters Score -2832661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2832654.250000 Penalty: 3346.387451
	Iteration 28Q: 3 clusters Score -2832654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2832658.000000 Penalty: 3346.387451
	Iteration 29Q: 3 clusters Score -2832658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2832667.500000 Penalty: 3346.387451
	Iteration 30Q: 3 clusters Score -2832668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2832668.500000 Penalty: 3346.387451
	Iteration 31Q: 3 clusters Score -2832668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2832671.500000 Penalty: 3346.387451
	Iteration 32Q: 3 clusters Score -2832672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2832671.500000 Penalty: 3346.387451
	Iteration 33F: 3 clusters Score -2832672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -177749.109375 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -177749.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -175729.562500 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -175729.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -176170.359375 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -176170.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -176292.000000 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -176292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -176383.531250 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -176383.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -176485.343750 Penalty: 2454.818115
	Iteration 4Q: 3 clusters Score -176485.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -176559.093750 Penalty: 2454.818115
	Iteration 5Q: 3 clusters Score -176559.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -176609.750000 Penalty: 2454.818115
	Iteration 6Q: 3 clusters Score -176609.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -176657.531250 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -176657.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -176698.140625 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -176698.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -176733.031250 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -176733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -176752.734375 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -176752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -176764.625000 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -176764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -176774.328125 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -176774.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -176786.031250 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -176786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -176796.234375 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -176796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -176804.437500 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -176804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -176805.218750 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -176805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -176805.875000 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -176805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -176807.750000 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -176807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -176811.906250 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -176811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -176813.906250 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -176813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -176817.156250 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -176817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -176820.468750 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -176820.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -176822.156250 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -176822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -176822.156250 Penalty: 2454.818115
	Iteration 24F: 3 clusters Score -176822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Entering Unmasked Estep 
Score: -1702055.625000 Penalty: 1583.375122
	Iteration 0F: 2 clusters Score -1702056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1690370.500000 Penalty: 3166.750244
	Iteration 0F: 3 clusters Score -1690370 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1694969.125000 Penalty: 3166.750244
	Iteration 1F: 3 clusters Score -1694969 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1695789.875000 Penalty: 3166.750244
	Iteration 2F: 3 clusters Score -1695790 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1696738.250000 Penalty: 3166.750244
	Iteration 3F: 3 clusters Score -1696738 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1697723.750000 Penalty: 3166.750244
	Iteration 4F: 3 clusters Score -1697724 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1698647.250000 Penalty: 3166.750244
	Iteration 5F: 3 clusters Score -1698647 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1699487.875000 Penalty: 3166.750244
	Iteration 6F: 3 clusters Score -1699488 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1700107.625000 Penalty: 3166.750244
	Iteration 7Q: 3 clusters Score -1700108 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1700497.875000 Penalty: 3166.750244
	Iteration 8Q: 3 clusters Score -1700498 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1700713.500000 Penalty: 3166.750244
	Iteration 9Q: 3 clusters Score -1700714 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1700878.125000 Penalty: 3166.750244
	Iteration 10Q: 3 clusters Score -1700878 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1701014.125000 Penalty: 3166.750244
	Iteration 11Q: 3 clusters Score -1701014 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1701109.250000 Penalty: 3166.750244
	Iteration 12Q: 3 clusters Score -1701109 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1701197.750000 Penalty: 3166.750244
	Iteration 13Q: 3 clusters Score -1701198 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1701263.875000 Penalty: 3166.750244
	Iteration 14Q: 3 clusters Score -1701264 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1701322.250000 Penalty: 3166.750244
	Iteration 15Q: 3 clusters Score -1701322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1701365.250000 Penalty: 3166.750244
	Iteration 16Q: 3 clusters Score -1701365 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1701401.375000 Penalty: 3166.750244
	Iteration 17Q: 3 clusters Score -1701401 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1701442.750000 Penalty: 3166.750244
	Iteration 18Q: 3 clusters Score -1701443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1701476.875000 Penalty: 3166.750244
	Iteration 19Q: 3 clusters Score -1701477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1701504.500000 Penalty: 3166.750244
	Iteration 20F: 3 clusters Score -1701504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1701530.125000 Penalty: 3166.750244
	Iteration 21Q: 3 clusters Score -1701530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1701558.375000 Penalty: 3166.750244
	Iteration 22Q: 3 clusters Score -1701558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1701586.875000 Penalty: 3166.750244
	Iteration 23Q: 3 clusters Score -1701587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1701604.375000 Penalty: 3166.750244
	Iteration 24Q: 3 clusters Score -1701604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1701623.750000 Penalty: 3166.750244
	Iteration 25Q: 3 clusters Score -1701624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1701633.750000 Penalty: 3166.750244
	Iteration 26Q: 3 clusters Score -1701634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1701646.375000 Penalty: 3166.750244
	Iteration 27Q: 3 clusters Score -1701646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1701651.000000 Penalty: 3166.750244
	Iteration 28Q: 3 clusters Score -1701651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1701654.250000 Penalty: 3166.750244
	Iteration 29Q: 3 clusters Score -1701654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1701656.500000 Penalty: 3166.750244
	Iteration 30Q: 3 clusters Score -1701656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1701660.500000 Penalty: 3166.750244
	Iteration 31Q: 3 clusters Score -1701660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1701664.000000 Penalty: 3166.750244
	Iteration 32Q: 3 clusters Score -1701664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1701671.000000 Penalty: 3166.750244
	Iteration 33Q: 3 clusters Score -1701671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1701677.875000 Penalty: 3166.750244
	Iteration 34Q: 3 clusters Score -1701678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1701678.375000 Penalty: 3166.750244
	Iteration 35Q: 3 clusters Score -1701678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1701688.500000 Penalty: 3166.750244
	Iteration 36Q: 3 clusters Score -1701688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1701691.250000 Penalty: 3166.750244
	Iteration 37Q: 3 clusters Score -1701691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1701693.000000 Penalty: 3166.750244
	Iteration 38Q: 3 clusters Score -1701693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1701703.500000 Penalty: 3166.750244
	Iteration 39Q: 3 clusters Score -1701704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1701710.625000 Penalty: 3166.750244
	Iteration 40F: 3 clusters Score -1701711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1701720.375000 Penalty: 3166.750244
	Iteration 41Q: 3 clusters Score -1701720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1701727.250000 Penalty: 3166.750244
	Iteration 42Q: 3 clusters Score -1701727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1701736.500000 Penalty: 3166.750244
	Iteration 43Q: 3 clusters Score -1701736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1701743.625000 Penalty: 3166.750244
	Iteration 44Q: 3 clusters Score -1701744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1701754.625000 Penalty: 3166.750244
	Iteration 45Q: 3 clusters Score -1701755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1701767.000000 Penalty: 3166.750244
	Iteration 46Q: 3 clusters Score -1701767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1701770.125000 Penalty: 3166.750244
	Iteration 47Q: 3 clusters Score -1701770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1701772.500000 Penalty: 3166.750244
	Iteration 48Q: 3 clusters Score -1701772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1701774.125000 Penalty: 3166.750244
	Iteration 49Q: 3 clusters Score -1701774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1701771.000000 Penalty: 3166.750244
	Iteration 50Q: 3 clusters Score -1701771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1701775.875000 Penalty: 3166.750244
	Iteration 51Q: 3 clusters Score -1701776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1701775.375000 Penalty: 3166.750244
	Iteration 52Q: 3 clusters Score -1701775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1701775.125000 Penalty: 3166.750244
	Iteration 53Q: 3 clusters Score -1701775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1701776.125000 Penalty: 3166.750244
	Iteration 54Q: 3 clusters Score -1701776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1701776.750000 Penalty: 3166.750244
	Iteration 55Q: 3 clusters Score -1701777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1701776.750000 Penalty: 3166.750244
	Iteration 56F: 3 clusters Score -1701777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Entering Unmasked Estep 
Score: -2079101.750000 Penalty: 1607.576782
	Iteration 0F: 2 clusters Score -2079102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2065530.875000 Penalty: 3215.153564
	Iteration 0F: 3 clusters Score -2065531 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2070625.125000 Penalty: 3215.153564
	Iteration 1F: 3 clusters Score -2070625 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2071015.875000 Penalty: 3215.153564
	Iteration 2F: 3 clusters Score -2071016 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2071401.500000 Penalty: 3215.153564
	Iteration 3Q: 3 clusters Score -2071402 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2071780.125000 Penalty: 3215.153564
	Iteration 4Q: 3 clusters Score -2071780 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2072166.750000 Penalty: 3215.153564
	Iteration 5Q: 3 clusters Score -2072167 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2072577.125000 Penalty: 3215.153564
	Iteration 6Q: 3 clusters Score -2072577 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2073061.500000 Penalty: 3215.153564
	Iteration 7Q: 3 clusters Score -2073062 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2073611.250000 Penalty: 3215.153564
	Iteration 8Q: 3 clusters Score -2073611 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2074272.250000 Penalty: 3215.153564
	Iteration 9F: 3 clusters Score -2074272 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2075075.500000 Penalty: 3215.153564
	Iteration 10F: 3 clusters Score -2075076 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2075915.625000 Penalty: 3215.153564
	Iteration 11F: 3 clusters Score -2075916 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2076673.625000 Penalty: 3215.153564
	Iteration 12Q: 3 clusters Score -2076674 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2077167.500000 Penalty: 3215.153564
	Iteration 13Q: 3 clusters Score -2077168 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2077442.375000 Penalty: 3215.153564
	Iteration 14Q: 3 clusters Score -2077442 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2077569.125000 Penalty: 3215.153564
	Iteration 15Q: 3 clusters Score -2077569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2077631.625000 Penalty: 3215.153564
	Iteration 16Q: 3 clusters Score -2077632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2077659.000000 Penalty: 3215.153564
	Iteration 17Q: 3 clusters Score -2077659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2077665.625000 Penalty: 3215.153564
	Iteration 18Q: 3 clusters Score -2077666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2077669.625000 Penalty: 3215.153564
	Iteration 19Q: 3 clusters Score -2077670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2077673.000000 Penalty: 3215.153564
	Iteration 20F: 3 clusters Score -2077673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2077674.625000 Penalty: 3215.153564
	Iteration 21Q: 3 clusters Score -2077675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2077684.625000 Penalty: 3215.153564
	Iteration 22Q: 3 clusters Score -2077685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2077689.750000 Penalty: 3215.153564
	Iteration 23Q: 3 clusters Score -2077690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2077693.250000 Penalty: 3215.153564
	Iteration 24Q: 3 clusters Score -2077693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2077693.125000 Penalty: 3215.153564
	Iteration 25Q: 3 clusters Score -2077693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2077693.625000 Penalty: 3215.153564
	Iteration 26Q: 3 clusters Score -2077694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2077698.875000 Penalty: 3215.153564
	Iteration 27Q: 3 clusters Score -2077699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2077706.125000 Penalty: 3215.153564
	Iteration 28Q: 3 clusters Score -2077706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2077707.500000 Penalty: 3215.153564
	Iteration 29Q: 3 clusters Score -2077708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2077712.625000 Penalty: 3215.153564
	Iteration 30Q: 3 clusters Score -2077713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2077714.625000 Penalty: 3215.153564
	Iteration 31Q: 3 clusters Score -2077715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2077714.625000 Penalty: 3215.153564
	Iteration 32F: 3 clusters Score -2077715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Entering Unmasked Estep 
Score: -6999262.500000 Penalty: 1803.700439
	Iteration 0F: 2 clusters Score -6999262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6955075.500000 Penalty: 3607.400879
	Iteration 0F: 3 clusters Score -6955076 nChanged 31331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -6974008.000000 Penalty: 3607.400879
	Iteration 1F: 3 clusters Score -6974008 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -6976003.000000 Penalty: 3607.400879
	Iteration 2F: 3 clusters Score -6976003 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6979219.000000 Penalty: 3607.400879
	Iteration 3F: 3 clusters Score -6979219 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -6983642.000000 Penalty: 3607.400879
	Iteration 4F: 3 clusters Score -6983642 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -6988231.000000 Penalty: 3607.400879
	Iteration 5F: 3 clusters Score -6988231 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -6991963.000000 Penalty: 3607.400879
	Iteration 6F: 3 clusters Score -6991963 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -6994458.500000 Penalty: 3607.400879
	Iteration 7Q: 3 clusters Score -6994458 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -6995965.500000 Penalty: 3607.400879
	Iteration 8Q: 3 clusters Score -6995966 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -6996681.500000 Penalty: 3607.400879
	Iteration 9Q: 3 clusters Score -6996682 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -6997091.000000 Penalty: 3607.400879
	Iteration 10Q: 3 clusters Score -6997091 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -6997321.000000 Penalty: 3607.400879
	Iteration 11Q: 3 clusters Score -6997321 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -6997450.000000 Penalty: 3607.400879
	Iteration 12Q: 3 clusters Score -6997450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -6997528.500000 Penalty: 3607.400879
	Iteration 13Q: 3 clusters Score -6997528 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -6997605.000000 Penalty: 3607.400879
	Iteration 14Q: 3 clusters Score -6997605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -6997664.500000 Penalty: 3607.400879
	Iteration 15Q: 3 clusters Score -6997664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -6997717.000000 Penalty: 3607.400879
	Iteration 16Q: 3 clusters Score -6997717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -6997770.000000 Penalty: 3607.400879
	Iteration 17Q: 3 clusters Score -6997770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -6997790.500000 Penalty: 3607.400879
	Iteration 18Q: 3 clusters Score -6997790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -6997809.500000 Penalty: 3607.400879
	Iteration 19Q: 3 clusters Score -6997810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -6997802.000000 Penalty: 3607.400879
	Iteration 20F: 3 clusters Score -6997802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -6997799.500000 Penalty: 3607.400879
	Iteration 21Q: 3 clusters Score -6997800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -6997818.500000 Penalty: 3607.400879
	Iteration 22Q: 3 clusters Score -6997818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -6997825.000000 Penalty: 3607.400879
	Iteration 23Q: 3 clusters Score -6997825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -6997829.500000 Penalty: 3607.400879
	Iteration 24Q: 3 clusters Score -6997830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -6997820.500000 Penalty: 3607.400879
	Iteration 25Q: 3 clusters Score -6997820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -6997827.500000 Penalty: 3607.400879
	Iteration 26Q: 3 clusters Score -6997828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -6997838.000000 Penalty: 3607.400879
	Iteration 27Q: 3 clusters Score -6997838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -6997832.500000 Penalty: 3607.400879
	Iteration 28Q: 3 clusters Score -6997832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -6997831.000000 Penalty: 3607.400879
	Iteration 29Q: 3 clusters Score -6997831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -6997831.000000 Penalty: 3607.400879
	Iteration 30F: 3 clusters Score -6997831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Entering Unmasked Estep 
Score: -325853.500000 Penalty: 1312.433716
	Iteration 0F: 2 clusters Score -325853.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -323010.125000 Penalty: 2624.867432
	Iteration 0F: 3 clusters Score -323010.1 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -323695.781250 Penalty: 2624.867432
	Iteration 1F: 3 clusters Score -323695.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323832.281250 Penalty: 2624.867432
	Iteration 2F: 3 clusters Score -323832.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323944.468750 Penalty: 2624.867432
	Iteration 3F: 3 clusters Score -323944.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -324037.187500 Penalty: 2624.867432
	Iteration 4Q: 3 clusters Score -324037.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -324118.437500 Penalty: 2624.867432
	Iteration 5Q: 3 clusters Score -324118.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -324180.093750 Penalty: 2624.867432
	Iteration 6Q: 3 clusters Score -324180.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -324245.625000 Penalty: 2624.867432
	Iteration 7Q: 3 clusters Score -324245.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -324321.718750 Penalty: 2624.867432
	Iteration 8Q: 3 clusters Score -324321.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -324375.531250 Penalty: 2624.867432
	Iteration 9Q: 3 clusters Score -324375.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -324424.875000 Penalty: 2624.867432
	Iteration 10Q: 3 clusters Score -324424.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -324464.062500 Penalty: 2624.867432
	Iteration 11Q: 3 clusters Score -324464.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -324496.968750 Penalty: 2624.867432
	Iteration 12Q: 3 clusters Score -324497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -324536.875000 Penalty: 2624.867432
	Iteration 13Q: 3 clusters Score -324536.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -324588.031250 Penalty: 2624.867432
	Iteration 14Q: 3 clusters Score -324588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -324638.187500 Penalty: 2624.867432
	Iteration 15Q: 3 clusters Score -324638.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -324677.031250 Penalty: 2624.867432
	Iteration 16Q: 3 clusters Score -324677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -324708.218750 Penalty: 2624.867432
	Iteration 17Q: 3 clusters Score -324708.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -324737.468750 Penalty: 2624.867432
	Iteration 18Q: 3 clusters Score -324737.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -324763.500000 Penalty: 2624.867432
	Iteration 19Q: 3 clusters Score -324763.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -324797.000000 Penalty: 2624.867432
	Iteration 20F: 3 clusters Score -324797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -324831.031250 Penalty: 2624.867432
	Iteration 21Q: 3 clusters Score -324831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -324870.875000 Penalty: 2624.867432
	Iteration 22Q: 3 clusters Score -324870.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -324895.875000 Penalty: 2624.867432
	Iteration 23Q: 3 clusters Score -324895.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -324920.562500 Penalty: 2624.867432
	Iteration 24Q: 3 clusters Score -324920.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -324939.437500 Penalty: 2624.867432
	Iteration 25Q: 3 clusters Score -324939.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -324947.781250 Penalty: 2624.867432
	Iteration 26Q: 3 clusters Score -324947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -324953.062500 Penalty: 2624.867432
	Iteration 27Q: 3 clusters Score -324953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -324958.812500 Penalty: 2624.867432
	Iteration 28Q: 3 clusters Score -324958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -324966.625000 Penalty: 2624.867432
	Iteration 29Q: 3 clusters Score -324966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -324972.000000 Penalty: 2624.867432
	Iteration 30Q: 3 clusters Score -324972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -324974.000000 Penalty: 2624.867432
	Iteration 31Q: 3 clusters Score -324974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -324975.593750 Penalty: 2624.867432
	Iteration 32Q: 3 clusters Score -324975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -324977.281250 Penalty: 2624.867432
	Iteration 33Q: 3 clusters Score -324977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -324978.437500 Penalty: 2624.867432
	Iteration 34Q: 3 clusters Score -324978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -324978.437500 Penalty: 2624.867432
	Iteration 35F: 3 clusters Score -324978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21596 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191842 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37740 members 
Mstep: Class 20 contains 155220 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94779 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7441 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168846 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29631 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 239Q: 49 clusters Score -1.540674e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30970 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118308 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16277 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191844 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37747 members 
Mstep: Class 20 contains 155217 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94801 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168838 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111565 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29627 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19789 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067280.000000 Penalty: 111104.703125
Iteration 240F: 49 clusters Score -1.540673e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21600 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30970 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72754 members 
Mstep: Class 8 contains 118305 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16260 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 191843 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37751 members 
Mstep: Class 20 contains 155218 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94817 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7443 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168831 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111571 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29624 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19790 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 241Q: 49 clusters Score -1.540674e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30969 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72754 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 191840 members 
Mstep: Class 16 contains 30217 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37755 members 
Mstep: Class 20 contains 155217 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94836 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 7444 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168828 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111577 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29627 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19789 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067376.000000 Penalty: 111104.703125
Iteration 242Q: 49 clusters Score -1.540674e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21593 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30968 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72754 members 
Mstep: Class 8 contains 118300 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16227 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 191846 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37758 members 
Mstep: Class 20 contains 155215 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5444 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80331 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94849 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 7444 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168826 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111576 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29632 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19790 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067328.000000 Penalty: 111104.703125
Iteration 243Q: 49 clusters Score -1.540673e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21578 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30967 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118298 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 191857 members 
Mstep: Class 16 contains 30220 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37769 members 
Mstep: Class 20 contains 155212 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80331 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94869 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 7442 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168818 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111572 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19789 members 
Mstep: Class 47 contains 66151 members 
Mstep: Class 48 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067424.000000 Penalty: 111104.703125
Iteration 244Q: 49 clusters Score -1.540674e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21559 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30966 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118296 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 16209 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 191863 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 155214 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94890 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 7443 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168807 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111571 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29644 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19789 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 245Q: 49 clusters Score -1.540674e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11899 members 
Mstep: Class 3 contains 21554 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30965 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118296 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 16198 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 191870 members 
Mstep: Class 16 contains 30217 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37788 members 
Mstep: Class 20 contains 155216 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94907 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111566 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29642 members 
Mstep: Class 44 contains 1907 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66147 members 
Mstep: Class 48 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067408.000000 Penalty: 111104.703125
Iteration 246Q: 49 clusters Score -1.540674e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 21549 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118299 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191874 members 
Mstep: Class 16 contains 30216 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37791 members 
Mstep: Class 20 contains 155222 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94920 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168793 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111563 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29639 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66147 members 
Mstep: Class 48 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067424.000000 Penalty: 111104.703125
Iteration 247Q: 49 clusters Score -1.540674e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 21538 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118297 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191886 members 
Mstep: Class 16 contains 30216 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37792 members 
Mstep: Class 20 contains 155222 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94935 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168786 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29637 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19787 members 
Mstep: Class 47 contains 66146 members 
Mstep: Class 48 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067408.000000 Penalty: 111104.703125
Iteration 248Q: 49 clusters Score -1.540674e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 21526 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118297 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16177 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191895 members 
Mstep: Class 16 contains 30215 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37794 members 
Mstep: Class 20 contains 155226 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94948 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168778 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29636 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19786 members 
Mstep: Class 47 contains 66146 members 
Mstep: Class 48 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067360.000000 Penalty: 111104.703125
Iteration 249Q: 49 clusters Score -1.540674e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 21522 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118300 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191902 members 
Mstep: Class 16 contains 30215 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37795 members 
Mstep: Class 20 contains 155228 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94967 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 1932 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168772 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111558 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29628 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19783 members 
Mstep: Class 47 contains 66146 members 
Mstep: Class 48 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067408.000000 Penalty: 111104.703125
Iteration 250Q: 49 clusters Score -1.540674e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 21512 members 
Mstep: Class 4 contains 53459 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118299 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 16166 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191908 members 
Mstep: Class 16 contains 30213 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37796 members 
Mstep: Class 20 contains 155233 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94980 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2823 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168767 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111559 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29622 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19783 members 
Mstep: Class 47 contains 66146 members 
Mstep: Class 48 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067424.000000 Penalty: 111104.703125
Iteration 251Q: 49 clusters Score -1.540674e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 21501 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118299 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191908 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37799 members 
Mstep: Class 20 contains 155234 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80333 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94991 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1936 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168766 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111559 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29618 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19785 members 
Mstep: Class 47 contains 66147 members 
Mstep: Class 48 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067424.000000 Penalty: 111104.703125
Iteration 252Q: 49 clusters Score -1.540674e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21490 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16161 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 191907 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37799 members 
Mstep: Class 20 contains 155236 members 
Mstep: Class 21 contains 8225 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 94998 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 168766 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29612 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19786 members 
Mstep: Class 47 contains 66147 members 
Mstep: Class 48 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067456.000000 Penalty: 111104.703125
Iteration 253Q: 49 clusters Score -1.540675e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 16157 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191904 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37800 members 
Mstep: Class 20 contains 155239 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95016 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4632 members 
Mstep: Class 37 contains 168763 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29607 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19786 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067376.000000 Penalty: 111104.703125
Iteration 254Q: 49 clusters Score -1.540674e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21471 members 
Mstep: Class 4 contains 53459 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 16155 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 191905 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37801 members 
Mstep: Class 20 contains 155243 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95029 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111560 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19785 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 255Q: 49 clusters Score -1.540674e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 4 contains 53460 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118303 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 16153 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 191906 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37804 members 
Mstep: Class 20 contains 155242 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95039 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19784 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067408.000000 Penalty: 111104.703125
Iteration 256Q: 49 clusters Score -1.540674e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21450 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118303 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15383 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 16153 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 191904 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155240 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95057 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29607 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19782 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 257Q: 49 clusters Score -1.540674e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21437 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118305 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 191900 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155242 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95076 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168755 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111562 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29608 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19780 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067488.000000 Penalty: 111104.703125
Iteration 258Q: 49 clusters Score -1.540675e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21435 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191900 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95093 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168753 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111559 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19778 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 259Q: 49 clusters Score -1.540675e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 21434 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118304 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16130 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191902 members 
Mstep: Class 16 contains 30217 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95112 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168752 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111555 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29607 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19776 members 
Mstep: Class 47 contains 66148 members 
Mstep: Class 48 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067424.000000 Penalty: 111104.703125
Iteration 260F: 49 clusters Score -1.540674e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 21432 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118303 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16117 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191908 members 
Mstep: Class 16 contains 30216 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95129 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7445 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168749 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111552 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19774 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 261Q: 49 clusters Score -1.540676e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 21423 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72754 members 
Mstep: Class 8 contains 118305 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16111 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191910 members 
Mstep: Class 16 contains 30216 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95143 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168746 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111548 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29608 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19773 members 
Mstep: Class 47 contains 66152 members 
Mstep: Class 48 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 262Q: 49 clusters Score -1.540675e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 21424 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118305 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16105 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191915 members 
Mstep: Class 16 contains 30215 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95151 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168747 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111545 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66153 members 
Mstep: Class 48 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067488.000000 Penalty: 111104.703125
Iteration 263Q: 49 clusters Score -1.540675e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 21416 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118304 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16104 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191919 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95160 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168747 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111543 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29604 members 
Mstep: Class 44 contains 1908 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19774 members 
Mstep: Class 47 contains 66153 members 
Mstep: Class 48 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 264Q: 49 clusters Score -1.540675e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 21408 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118304 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16102 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191920 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95170 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168750 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111543 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29605 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66152 members 
Mstep: Class 48 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 265Q: 49 clusters Score -1.540676e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 21405 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118304 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16100 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 191922 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95176 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168754 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111544 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19769 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 266Q: 49 clusters Score -1.540675e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16099 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 191920 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95180 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168755 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111544 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29608 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66149 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 267Q: 49 clusters Score -1.540675e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16097 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 191920 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8223 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95180 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168755 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111544 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29607 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19775 members 
Mstep: Class 47 contains 66149 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 268Q: 49 clusters Score -1.540675e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21401 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16094 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191921 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95181 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111544 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29609 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19776 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 269Q: 49 clusters Score -1.540676e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21399 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118301 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16094 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191923 members 
Mstep: Class 16 contains 30212 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95186 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7446 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29613 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19774 members 
Mstep: Class 47 contains 66149 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067600.000000 Penalty: 111104.703125
Iteration 270Q: 49 clusters Score -1.540676e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21397 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118302 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16093 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191923 members 
Mstep: Class 16 contains 30212 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95188 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7447 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111541 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29615 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66150 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 271Q: 49 clusters Score -1.540676e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21395 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118301 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16091 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30212 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95188 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7450 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168757 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111541 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29615 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66149 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 272Q: 49 clusters Score -1.540675e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21393 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118300 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16089 members 
Mstep: Class 14 contains 10098 members 
Mstep: Class 15 contains 191921 members 
Mstep: Class 16 contains 30212 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95195 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7453 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111540 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29611 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66147 members 
Mstep: Class 48 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067408.000000 Penalty: 111104.703125
Iteration 273Q: 49 clusters Score -1.540674e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21388 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118298 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16086 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 191921 members 
Mstep: Class 16 contains 30211 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95206 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7455 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111539 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29609 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66147 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 274Q: 49 clusters Score -1.540674e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21384 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118295 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16080 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 191922 members 
Mstep: Class 16 contains 30211 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95218 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7456 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111540 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29609 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66146 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067456.000000 Penalty: 111104.703125
Iteration 275Q: 49 clusters Score -1.540675e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21383 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118291 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16073 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 191922 members 
Mstep: Class 16 contains 30211 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155251 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95226 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1938 members 
Mstep: Class 35 contains 7457 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168759 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111541 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29609 members 
Mstep: Class 44 contains 1910 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66145 members 
Mstep: Class 48 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067488.000000 Penalty: 111104.703125
Iteration 276Q: 49 clusters Score -1.540675e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21379 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118291 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16069 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 191922 members 
Mstep: Class 16 contains 30210 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155251 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95238 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7457 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168759 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29606 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66144 members 
Mstep: Class 48 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 277Q: 49 clusters Score -1.540676e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21382 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118292 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 16055 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 191924 members 
Mstep: Class 16 contains 30209 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155251 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95246 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7458 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168760 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111543 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29602 members 
Mstep: Class 44 contains 1913 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66142 members 
Mstep: Class 48 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067664.000000 Penalty: 111104.703125
Iteration 278Q: 49 clusters Score -1.540677e+08 nChanged 53
Entering ConstructFrom: 
Score: -154067664.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Entering Unmasked Estep 
Score: -3566945.000000 Penalty: 1700.879883
	Iteration 0F: 2 clusters Score -3566945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3543407.250000 Penalty: 3401.759766
	Iteration 0F: 3 clusters Score -3543407 nChanged 16230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3552433.500000 Penalty: 3401.759766
	Iteration 1F: 3 clusters Score -3552434 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3553193.000000 Penalty: 3401.759766
	Iteration 2F: 3 clusters Score -3553193 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3554124.000000 Penalty: 3401.759766
	Iteration 3F: 3 clusters Score -3554124 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3555175.500000 Penalty: 3401.759766
	Iteration 4F: 3 clusters Score -3555176 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3556293.250000 Penalty: 3401.759766
	Iteration 5F: 3 clusters Score -3556293 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3557461.000000 Penalty: 3401.759766
	Iteration 6F: 3 clusters Score -3557461 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3558717.500000 Penalty: 3401.759766
	Iteration 7F: 3 clusters Score -3558718 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3559821.000000 Penalty: 3401.759766
	Iteration 8F: 3 clusters Score -3559821 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3560647.750000 Penalty: 3401.759766
	Iteration 9Q: 3 clusters Score -3560648 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3561298.000000 Penalty: 3401.759766
	Iteration 10Q: 3 clusters Score -3561298 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3561720.750000 Penalty: 3401.759766
	Iteration 11Q: 3 clusters Score -3561721 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3562034.750000 Penalty: 3401.759766
	Iteration 12Q: 3 clusters Score -3562035 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3562309.500000 Penalty: 3401.759766
	Iteration 13Q: 3 clusters Score -3562310 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3562526.500000 Penalty: 3401.759766
	Iteration 14Q: 3 clusters Score -3562526 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3562705.750000 Penalty: 3401.759766
	Iteration 15Q: 3 clusters Score -3562706 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3562859.500000 Penalty: 3401.759766
	Iteration 16Q: 3 clusters Score -3562860 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3563000.000000 Penalty: 3401.759766
	Iteration 17Q: 3 clusters Score -3563000 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3563098.000000 Penalty: 3401.759766
	Iteration 18Q: 3 clusters Score -3563098 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3563188.250000 Penalty: 3401.759766
	Iteration 19Q: 3 clusters Score -3563188 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3563261.250000 Penalty: 3401.759766
	Iteration 20F: 3 clusters Score -3563261 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3563307.000000 Penalty: 3401.759766
	Iteration 21Q: 3 clusters Score -3563307 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3563355.250000 Penalty: 3401.759766
	Iteration 22Q: 3 clusters Score -3563355 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3563392.000000 Penalty: 3401.759766
	Iteration 23Q: 3 clusters Score -3563392 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3563432.000000 Penalty: 3401.759766
	Iteration 24Q: 3 clusters Score -3563432 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3563458.500000 Penalty: 3401.759766
	Iteration 25Q: 3 clusters Score -3563458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3563487.500000 Penalty: 3401.759766
	Iteration 26Q: 3 clusters Score -3563488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3563516.250000 Penalty: 3401.759766
	Iteration 27Q: 3 clusters Score -3563516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3563545.500000 Penalty: 3401.759766
	Iteration 28Q: 3 clusters Score -3563546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3563543.750000 Penalty: 3401.759766
	Iteration 29Q: 3 clusters Score -3563544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3563567.250000 Penalty: 3401.759766
	Iteration 30Q: 3 clusters Score -3563567 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3563581.750000 Penalty: 3401.759766
	Iteration 31Q: 3 clusters Score -3563582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3563596.000000 Penalty: 3401.759766
	Iteration 32Q: 3 clusters Score -3563596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3563615.000000 Penalty: 3401.759766
	Iteration 33Q: 3 clusters Score -3563615 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3563637.750000 Penalty: 3401.759766
	Iteration 34Q: 3 clusters Score -3563638 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3563669.500000 Penalty: 3401.759766
	Iteration 35Q: 3 clusters Score -3563670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3563681.000000 Penalty: 3401.759766
	Iteration 36Q: 3 clusters Score -3563681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3563714.500000 Penalty: 3401.759766
	Iteration 37Q: 3 clusters Score -3563714 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3563732.000000 Penalty: 3401.759766
	Iteration 38Q: 3 clusters Score -3563732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3563757.000000 Penalty: 3401.759766
	Iteration 39Q: 3 clusters Score -3563757 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3563799.750000 Penalty: 3401.759766
	Iteration 40F: 3 clusters Score -3563800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3563832.250000 Penalty: 3401.759766
	Iteration 41Q: 3 clusters Score -3563832 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3563866.500000 Penalty: 3401.759766
	Iteration 42Q: 3 clusters Score -3563866 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3563895.000000 Penalty: 3401.759766
	Iteration 43Q: 3 clusters Score -3563895 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3563908.500000 Penalty: 3401.759766
	Iteration 44Q: 3 clusters Score -3563908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3563929.500000 Penalty: 3401.759766
	Iteration 45Q: 3 clusters Score -3563930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3563962.500000 Penalty: 3401.759766
	Iteration 46Q: 3 clusters Score -3563962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3563982.750000 Penalty: 3401.759766
	Iteration 47Q: 3 clusters Score -3563983 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3564002.000000 Penalty: 3401.759766
	Iteration 48Q: 3 clusters Score -3564002 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3564009.000000 Penalty: 3401.759766
	Iteration 49Q: 3 clusters Score -3564009 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3564038.250000 Penalty: 3401.759766
	Iteration 50Q: 3 clusters Score -3564038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3564055.500000 Penalty: 3401.759766
	Iteration 51Q: 3 clusters Score -3564056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3564083.000000 Penalty: 3401.759766
	Iteration 52Q: 3 clusters Score -3564083 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3564106.250000 Penalty: 3401.759766
	Iteration 53Q: 3 clusters Score -3564106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3564138.750000 Penalty: 3401.759766
	Iteration 54Q: 3 clusters Score -3564139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3564165.250000 Penalty: 3401.759766
	Iteration 55Q: 3 clusters Score -3564165 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3564185.000000 Penalty: 3401.759766
	Iteration 56Q: 3 clusters Score -3564185 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3564219.250000 Penalty: 3401.759766
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3564282 nChanged 168
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Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3564310 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3564332 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3564354 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3564371 nChanged 151
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Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3564400 nChanged 157
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Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3564423 nChanged 129
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Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3564430 nChanged 130
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Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3564453 nChanged 120
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Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 8570 members 
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	Iteration 69Q: 3 clusters Score -3564487 nChanged 119
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Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 7432 members 
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Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3564699 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 6866 members 
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Mstep: Class 1 contains 28414 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28559 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28861 members 
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Mstep: Class 1 contains 29021 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 5941 members 
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Mstep: Class 1 contains 29353 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29508 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29660 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29998 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30164 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30325 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 4638 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30822 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31140 members 
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Mstep: Class 1 contains 31288 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31412 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31530 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31641 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31757 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31866 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31976 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32068 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32157 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32231 members 
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Mstep: Class 1 contains 32300 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32677 members 
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	Iteration 117Q: 3 clusters Score -3565662 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32718 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3565672 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32758 members 
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	Iteration 119Q: 3 clusters Score -3565670 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32796 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3565689 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32839 members 
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	Iteration 121Q: 3 clusters Score -3565691 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32895 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3565703 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32946 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3565710 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32989 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3565714 nChanged 41
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Mstep: Class 1 contains 33028 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3565720 nChanged 44
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Mstep: Class 1 contains 33064 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3565726 nChanged 41
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Mstep: Class 1 contains 33101 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3565737 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3565737 nChanged 25
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Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3565744 nChanged 27
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3565751 nChanged 24
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Mstep: Class 1 contains 33189 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3565749 nChanged 27
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3565767 nChanged 23
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3565773 nChanged 25
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3565780 nChanged 15
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	Iteration 138Q: 3 clusters Score -3565782 nChanged 15
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3565788 nChanged 12
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	Iteration 140F: 3 clusters Score -3565789 nChanged 17
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	Iteration 141Q: 3 clusters Score -3565796 nChanged 18
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	Iteration 142Q: 3 clusters Score -3565802 nChanged 21
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	Iteration 143Q: 3 clusters Score -3565807 nChanged 18
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	Iteration 145Q: 3 clusters Score -3565811 nChanged 10
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	Iteration 146Q: 3 clusters Score -3565816 nChanged 9
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	Iteration 147Q: 3 clusters Score -3565816 nChanged 4
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	Iteration 148Q: 3 clusters Score -3565819 nChanged 2
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	Iteration 149Q: 3 clusters Score -3565820 nChanged 3
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Score: -3565819.500000 Penalty: 3401.759766
	Iteration 150Q: 3 clusters Score -3565820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3565821.500000 Penalty: 3401.759766
	Iteration 151Q: 3 clusters Score -3565822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3565817.000000 Penalty: 3401.759766
	Iteration 152Q: 3 clusters Score -3565817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3565821.250000 Penalty: 3401.759766
	Iteration 153Q: 3 clusters Score -3565821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3565824.000000 Penalty: 3401.759766
	Iteration 154Q: 3 clusters Score -3565824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3565827.500000 Penalty: 3401.759766
	Iteration 155Q: 3 clusters Score -3565828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3565828.500000 Penalty: 3401.759766
	Iteration 156Q: 3 clusters Score -3565828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3565834.250000 Penalty: 3401.759766
	Iteration 157Q: 3 clusters Score -3565834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3565836.750000 Penalty: 3401.759766
	Iteration 158Q: 3 clusters Score -3565837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3565833.250000 Penalty: 3401.759766
	Iteration 159Q: 3 clusters Score -3565833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3565833.250000 Penalty: 3401.759766
	Iteration 160F: 3 clusters Score -3565833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1238231.000000 Penalty: 1524.756470
	Iteration 0F: 2 clusters Score -1238231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1229874.375000 Penalty: 3049.512939
	Iteration 0F: 3 clusters Score -1229874 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1232693.000000 Penalty: 3049.512939
	Iteration 1F: 3 clusters Score -1232693 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1233094.250000 Penalty: 3049.512939
	Iteration 2F: 3 clusters Score -1233094 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1233464.875000 Penalty: 3049.512939
	Iteration 3F: 3 clusters Score -1233465 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1233794.500000 Penalty: 3049.512939
	Iteration 4Q: 3 clusters Score -1233794 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1234127.125000 Penalty: 3049.512939
	Iteration 5Q: 3 clusters Score -1234127 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1234543.875000 Penalty: 3049.512939
	Iteration 6F: 3 clusters Score -1234544 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1234995.250000 Penalty: 3049.512939
	Iteration 7F: 3 clusters Score -1234995 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1235475.375000 Penalty: 3049.512939
	Iteration 8F: 3 clusters Score -1235475 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1235975.625000 Penalty: 3049.512939
	Iteration 9F: 3 clusters Score -1235976 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1236460.000000 Penalty: 3049.512939
	Iteration 10F: 3 clusters Score -1236460 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1236772.750000 Penalty: 3049.512939
	Iteration 11Q: 3 clusters Score -1236773 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1236936.625000 Penalty: 3049.512939
	Iteration 12Q: 3 clusters Score -1236937 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1237021.500000 Penalty: 3049.512939
	Iteration 13Q: 3 clusters Score -1237022 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1237061.000000 Penalty: 3049.512939
	Iteration 14Q: 3 clusters Score -1237061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1237095.000000 Penalty: 3049.512939
	Iteration 15Q: 3 clusters Score -1237095 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1237119.750000 Penalty: 3049.512939
	Iteration 16Q: 3 clusters Score -1237120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1237134.125000 Penalty: 3049.512939
	Iteration 17Q: 3 clusters Score -1237134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1237149.875000 Penalty: 3049.512939
	Iteration 18Q: 3 clusters Score -1237150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1237167.625000 Penalty: 3049.512939
	Iteration 19Q: 3 clusters Score -1237168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1237182.375000 Penalty: 3049.512939
	Iteration 20F: 3 clusters Score -1237182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1237196.000000 Penalty: 3049.512939
	Iteration 21Q: 3 clusters Score -1237196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1237199.500000 Penalty: 3049.512939
	Iteration 22Q: 3 clusters Score -1237200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1237204.625000 Penalty: 3049.512939
	Iteration 23Q: 3 clusters Score -1237205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1237213.875000 Penalty: 3049.512939
	Iteration 24Q: 3 clusters Score -1237214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1237218.875000 Penalty: 3049.512939
	Iteration 25Q: 3 clusters Score -1237219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1237224.000000 Penalty: 3049.512939
	Iteration 26Q: 3 clusters Score -1237224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1237229.750000 Penalty: 3049.512939
	Iteration 27Q: 3 clusters Score -1237230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1237235.125000 Penalty: 3049.512939
	Iteration 28Q: 3 clusters Score -1237235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1237237.750000 Penalty: 3049.512939
	Iteration 29Q: 3 clusters Score -1237238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1237247.250000 Penalty: 3049.512939
	Iteration 30Q: 3 clusters Score -1237247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1237251.375000 Penalty: 3049.512939
	Iteration 31Q: 3 clusters Score -1237251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1237256.375000 Penalty: 3049.512939
	Iteration 32Q: 3 clusters Score -1237256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1237266.000000 Penalty: 3049.512939
	Iteration 33Q: 3 clusters Score -1237266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1237269.500000 Penalty: 3049.512939
	Iteration 34Q: 3 clusters Score -1237270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1237269.375000 Penalty: 3049.512939
	Iteration 35Q: 3 clusters Score -1237269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1237282.500000 Penalty: 3049.512939
	Iteration 36Q: 3 clusters Score -1237282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1237289.125000 Penalty: 3049.512939
	Iteration 37Q: 3 clusters Score -1237289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1237290.500000 Penalty: 3049.512939
	Iteration 38Q: 3 clusters Score -1237290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1237294.750000 Penalty: 3049.512939
	Iteration 39Q: 3 clusters Score -1237295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1237296.500000 Penalty: 3049.512939
	Iteration 40F: 3 clusters Score -1237296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1237302.000000 Penalty: 3049.512939
	Iteration 41Q: 3 clusters Score -1237302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1237307.125000 Penalty: 3049.512939
	Iteration 42Q: 3 clusters Score -1237307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1237309.625000 Penalty: 3049.512939
	Iteration 43Q: 3 clusters Score -1237310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1237311.000000 Penalty: 3049.512939
	Iteration 44Q: 3 clusters Score -1237311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1237312.250000 Penalty: 3049.512939
	Iteration 45Q: 3 clusters Score -1237312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1237317.000000 Penalty: 3049.512939
	Iteration 46Q: 3 clusters Score -1237317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1237319.000000 Penalty: 3049.512939
	Iteration 47Q: 3 clusters Score -1237319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1237322.875000 Penalty: 3049.512939
	Iteration 48Q: 3 clusters Score -1237323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1237324.000000 Penalty: 3049.512939
	Iteration 49Q: 3 clusters Score -1237324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1237329.000000 Penalty: 3049.512939
	Iteration 50Q: 3 clusters Score -1237329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1237332.500000 Penalty: 3049.512939
	Iteration 51Q: 3 clusters Score -1237332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1237336.375000 Penalty: 3049.512939
	Iteration 52Q: 3 clusters Score -1237336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1237337.875000 Penalty: 3049.512939
	Iteration 53Q: 3 clusters Score -1237338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1237337.000000 Penalty: 3049.512939
	Iteration 54Q: 3 clusters Score -1237337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1237340.250000 Penalty: 3049.512939
	Iteration 55Q: 3 clusters Score -1237340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1237341.250000 Penalty: 3049.512939
	Iteration 56Q: 3 clusters Score -1237341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1237343.500000 Penalty: 3049.512939
	Iteration 57Q: 3 clusters Score -1237344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1237346.750000 Penalty: 3049.512939
	Iteration 58Q: 3 clusters Score -1237347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1237348.875000 Penalty: 3049.512939
	Iteration 59Q: 3 clusters Score -1237349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1237344.125000 Penalty: 3049.512939
	Iteration 60F: 3 clusters Score -1237344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1237348.625000 Penalty: 3049.512939
	Iteration 61Q: 3 clusters Score -1237349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1237351.750000 Penalty: 3049.512939
	Iteration 62Q: 3 clusters Score -1237352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1237358.250000 Penalty: 3049.512939
	Iteration 63Q: 3 clusters Score -1237358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1237363.500000 Penalty: 3049.512939
	Iteration 64Q: 3 clusters Score -1237364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1237362.875000 Penalty: 3049.512939
	Iteration 65Q: 3 clusters Score -1237363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1237365.000000 Penalty: 3049.512939
	Iteration 66Q: 3 clusters Score -1237365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1237367.500000 Penalty: 3049.512939
	Iteration 67Q: 3 clusters Score -1237368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1237368.125000 Penalty: 3049.512939
	Iteration 68Q: 3 clusters Score -1237368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1237372.500000 Penalty: 3049.512939
	Iteration 69Q: 3 clusters Score -1237372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1237371.250000 Penalty: 3049.512939
	Iteration 70Q: 3 clusters Score -1237371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1237371.625000 Penalty: 3049.512939
	Iteration 71Q: 3 clusters Score -1237372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1237374.000000 Penalty: 3049.512939
	Iteration 72Q: 3 clusters Score -1237374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1237374.375000 Penalty: 3049.512939
	Iteration 73Q: 3 clusters Score -1237374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1237376.750000 Penalty: 3049.512939
	Iteration 74Q: 3 clusters Score -1237377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1237374.625000 Penalty: 3049.512939
	Iteration 75Q: 3 clusters Score -1237375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1237374.000000 Penalty: 3049.512939
	Iteration 76Q: 3 clusters Score -1237374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1237373.875000 Penalty: 3049.512939
	Iteration 77Q: 3 clusters Score -1237374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1237374.375000 Penalty: 3049.512939
	Iteration 78Q: 3 clusters Score -1237374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1237375.000000 Penalty: 3049.512939
	Iteration 79Q: 3 clusters Score -1237375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1237376.375000 Penalty: 3049.512939
	Iteration 80F: 3 clusters Score -1237376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1237378.750000 Penalty: 3049.512939
	Iteration 81Q: 3 clusters Score -1237379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1237376.875000 Penalty: 3049.512939
	Iteration 82Q: 3 clusters Score -1237377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1237376.875000 Penalty: 3049.512939
	Iteration 83F: 3 clusters Score -1237377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Entering Unmasked Estep 
Score: -2246284.750000 Penalty: 1620.144165
	Iteration 0F: 2 clusters Score -2246285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2231697.250000 Penalty: 3240.288330
	Iteration 0F: 3 clusters Score -2231697 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2236924.750000 Penalty: 3240.288330
	Iteration 1F: 3 clusters Score -2236925 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2237339.000000 Penalty: 3240.288330
	Iteration 2F: 3 clusters Score -2237339 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2237746.250000 Penalty: 3240.288330
	Iteration 3Q: 3 clusters Score -2237746 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2238212.500000 Penalty: 3240.288330
	Iteration 4Q: 3 clusters Score -2238212 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2238826.750000 Penalty: 3240.288330
	Iteration 5F: 3 clusters Score -2238827 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2239597.000000 Penalty: 3240.288330
	Iteration 6F: 3 clusters Score -2239597 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2240553.500000 Penalty: 3240.288330
	Iteration 7F: 3 clusters Score -2240554 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2241514.000000 Penalty: 3240.288330
	Iteration 8F: 3 clusters Score -2241514 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2242352.750000 Penalty: 3240.288330
	Iteration 9Q: 3 clusters Score -2242353 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2243125.250000 Penalty: 3240.288330
	Iteration 10Q: 3 clusters Score -2243125 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2243658.000000 Penalty: 3240.288330
	Iteration 11Q: 3 clusters Score -2243658 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2244042.750000 Penalty: 3240.288330
	Iteration 12Q: 3 clusters Score -2244043 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2244279.000000 Penalty: 3240.288330
	Iteration 13Q: 3 clusters Score -2244279 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2244430.000000 Penalty: 3240.288330
	Iteration 14Q: 3 clusters Score -2244430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2244542.750000 Penalty: 3240.288330
	Iteration 15Q: 3 clusters Score -2244543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2244618.750000 Penalty: 3240.288330
	Iteration 16Q: 3 clusters Score -2244619 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2244677.000000 Penalty: 3240.288330
	Iteration 17Q: 3 clusters Score -2244677 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2244726.750000 Penalty: 3240.288330
	Iteration 18Q: 3 clusters Score -2244727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2244751.000000 Penalty: 3240.288330
	Iteration 19Q: 3 clusters Score -2244751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2244771.250000 Penalty: 3240.288330
	Iteration 20F: 3 clusters Score -2244771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2244787.000000 Penalty: 3240.288330
	Iteration 21Q: 3 clusters Score -2244787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2244796.750000 Penalty: 3240.288330
	Iteration 22Q: 3 clusters Score -2244797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2244804.500000 Penalty: 3240.288330
	Iteration 23Q: 3 clusters Score -2244804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2244816.500000 Penalty: 3240.288330
	Iteration 24Q: 3 clusters Score -2244816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2244824.500000 Penalty: 3240.288330
	Iteration 25Q: 3 clusters Score -2244824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2244833.750000 Penalty: 3240.288330
	Iteration 26Q: 3 clusters Score -2244834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2244847.750000 Penalty: 3240.288330
	Iteration 27Q: 3 clusters Score -2244848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2244861.750000 Penalty: 3240.288330
	Iteration 28Q: 3 clusters Score -2244862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2244867.250000 Penalty: 3240.288330
	Iteration 29Q: 3 clusters Score -2244867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2244870.000000 Penalty: 3240.288330
	Iteration 30Q: 3 clusters Score -2244870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2244875.750000 Penalty: 3240.288330
	Iteration 31Q: 3 clusters Score -2244876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2244876.500000 Penalty: 3240.288330
	Iteration 32Q: 3 clusters Score -2244876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2244879.000000 Penalty: 3240.288330
	Iteration 33Q: 3 clusters Score -2244879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2244883.000000 Penalty: 3240.288330
	Iteration 34Q: 3 clusters Score -2244883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2244884.750000 Penalty: 3240.288330
	Iteration 35Q: 3 clusters Score -2244885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2244883.000000 Penalty: 3240.288330
	Iteration 36Q: 3 clusters Score -2244883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2244884.000000 Penalty: 3240.288330
	Iteration 37Q: 3 clusters Score -2244884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2244886.500000 Penalty: 3240.288330
	Iteration 38Q: 3 clusters Score -2244886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2244889.000000 Penalty: 3240.288330
	Iteration 39Q: 3 clusters Score -2244889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2244890.000000 Penalty: 3240.288330
	Iteration 40F: 3 clusters Score -2244890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Entering Unmasked Estep 
Score: -5609678.500000 Penalty: 1769.065552
	Iteration 0F: 2 clusters Score -5609678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5573949.000000 Penalty: 3538.131104
	Iteration 0F: 3 clusters Score -5573949 nChanged 25066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -5588430.500000 Penalty: 3538.131104
	Iteration 1F: 3 clusters Score -5588430 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5589345.000000 Penalty: 3538.131104
	Iteration 2Q: 3 clusters Score -5589345 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5590789.500000 Penalty: 3538.131104
	Iteration 3F: 3 clusters Score -5590790 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5593025.500000 Penalty: 3538.131104
	Iteration 4F: 3 clusters Score -5593026 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5596373.000000 Penalty: 3538.131104
	Iteration 5F: 3 clusters Score -5596373 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5600457.000000 Penalty: 3538.131104
	Iteration 6F: 3 clusters Score -5600457 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5603984.000000 Penalty: 3538.131104
	Iteration 7F: 3 clusters Score -5603984 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5606249.000000 Penalty: 3538.131104
	Iteration 8Q: 3 clusters Score -5606249 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5607301.000000 Penalty: 3538.131104
	Iteration 9Q: 3 clusters Score -5607301 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5607754.500000 Penalty: 3538.131104
	Iteration 10Q: 3 clusters Score -5607754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5607955.000000 Penalty: 3538.131104
	Iteration 11Q: 3 clusters Score -5607955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5608031.000000 Penalty: 3538.131104
	Iteration 12Q: 3 clusters Score -5608031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5608071.500000 Penalty: 3538.131104
	Iteration 13Q: 3 clusters Score -5608072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5608093.000000 Penalty: 3538.131104
	Iteration 14Q: 3 clusters Score -5608093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5608119.500000 Penalty: 3538.131104
	Iteration 15Q: 3 clusters Score -5608120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5608144.000000 Penalty: 3538.131104
	Iteration 16Q: 3 clusters Score -5608144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5608156.000000 Penalty: 3538.131104
	Iteration 17Q: 3 clusters Score -5608156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5608164.000000 Penalty: 3538.131104
	Iteration 18Q: 3 clusters Score -5608164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5608164.000000 Penalty: 3538.131104
	Iteration 19Q: 3 clusters Score -5608164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5608167.500000 Penalty: 3538.131104
	Iteration 20F: 3 clusters Score -5608168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5608171.500000 Penalty: 3538.131104
	Iteration 21Q: 3 clusters Score -5608172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5608172.500000 Penalty: 3538.131104
	Iteration 22Q: 3 clusters Score -5608172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5608172.500000 Penalty: 3538.131104
	Iteration 23Q: 3 clusters Score -5608172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5608172.500000 Penalty: 3538.131104
	Iteration 24F: 3 clusters Score -5608172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Entering Unmasked Estep 
Score: -3142419.000000 Penalty: 1680.333862
	Iteration 0F: 2 clusters Score -3142419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3121758.250000 Penalty: 3360.667725
	Iteration 0F: 3 clusters Score -3121758 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3129912.750000 Penalty: 3360.667725
	Iteration 1F: 3 clusters Score -3129913 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3130743.500000 Penalty: 3360.667725
	Iteration 2F: 3 clusters Score -3130744 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3131713.500000 Penalty: 3360.667725
	Iteration 3F: 3 clusters Score -3131714 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3132929.250000 Penalty: 3360.667725
	Iteration 4F: 3 clusters Score -3132929 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3134314.250000 Penalty: 3360.667725
	Iteration 5F: 3 clusters Score -3134314 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3135911.750000 Penalty: 3360.667725
	Iteration 6F: 3 clusters Score -3135912 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3137413.500000 Penalty: 3360.667725
	Iteration 7F: 3 clusters Score -3137414 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3138501.500000 Penalty: 3360.667725
	Iteration 8F: 3 clusters Score -3138502 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3139214.500000 Penalty: 3360.667725
	Iteration 9Q: 3 clusters Score -3139214 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3139719.000000 Penalty: 3360.667725
	Iteration 10Q: 3 clusters Score -3139719 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3140024.250000 Penalty: 3360.667725
	Iteration 11Q: 3 clusters Score -3140024 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3140212.000000 Penalty: 3360.667725
	Iteration 12Q: 3 clusters Score -3140212 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3140343.250000 Penalty: 3360.667725
	Iteration 13Q: 3 clusters Score -3140343 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3140438.500000 Penalty: 3360.667725
	Iteration 14Q: 3 clusters Score -3140438 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3140511.500000 Penalty: 3360.667725
	Iteration 15Q: 3 clusters Score -3140512 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3140576.500000 Penalty: 3360.667725
	Iteration 16Q: 3 clusters Score -3140576 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3140630.500000 Penalty: 3360.667725
	Iteration 17Q: 3 clusters Score -3140630 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3140680.500000 Penalty: 3360.667725
	Iteration 18Q: 3 clusters Score -3140680 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3140734.750000 Penalty: 3360.667725
	Iteration 19Q: 3 clusters Score -3140735 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3140770.750000 Penalty: 3360.667725
	Iteration 20F: 3 clusters Score -3140771 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3140816.750000 Penalty: 3360.667725
	Iteration 21Q: 3 clusters Score -3140817 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3140833.750000 Penalty: 3360.667725
	Iteration 22Q: 3 clusters Score -3140834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3140859.750000 Penalty: 3360.667725
	Iteration 23Q: 3 clusters Score -3140860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3140879.000000 Penalty: 3360.667725
	Iteration 24Q: 3 clusters Score -3140879 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3140913.000000 Penalty: 3360.667725
	Iteration 25Q: 3 clusters Score -3140913 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3140935.250000 Penalty: 3360.667725
	Iteration 26Q: 3 clusters Score -3140935 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3140955.000000 Penalty: 3360.667725
	Iteration 27Q: 3 clusters Score -3140955 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3140968.500000 Penalty: 3360.667725
	Iteration 28Q: 3 clusters Score -3140968 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3140988.750000 Penalty: 3360.667725
	Iteration 29Q: 3 clusters Score -3140989 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3141009.750000 Penalty: 3360.667725
	Iteration 30Q: 3 clusters Score -3141010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3141023.750000 Penalty: 3360.667725
	Iteration 31Q: 3 clusters Score -3141024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3141035.750000 Penalty: 3360.667725
	Iteration 32Q: 3 clusters Score -3141036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3141044.750000 Penalty: 3360.667725
	Iteration 33Q: 3 clusters Score -3141045 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3141052.000000 Penalty: 3360.667725
	Iteration 34Q: 3 clusters Score -3141052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3141069.500000 Penalty: 3360.667725
	Iteration 35Q: 3 clusters Score -3141070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3141096.750000 Penalty: 3360.667725
	Iteration 36Q: 3 clusters Score -3141097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3141115.250000 Penalty: 3360.667725
	Iteration 37Q: 3 clusters Score -3141115 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3141131.500000 Penalty: 3360.667725
	Iteration 38Q: 3 clusters Score -3141132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3141141.000000 Penalty: 3360.667725
	Iteration 39Q: 3 clusters Score -3141141 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3141157.250000 Penalty: 3360.667725
	Iteration 40F: 3 clusters Score -3141157 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3141179.250000 Penalty: 3360.667725
	Iteration 41Q: 3 clusters Score -3141179 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3141220.500000 Penalty: 3360.667725
	Iteration 42Q: 3 clusters Score -3141220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3141219.000000 Penalty: 3360.667725
	Iteration 43Q: 3 clusters Score -3141219 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3141239.000000 Penalty: 3360.667725
	Iteration 44Q: 3 clusters Score -3141239 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3141264.000000 Penalty: 3360.667725
	Iteration 45Q: 3 clusters Score -3141264 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3141281.750000 Penalty: 3360.667725
	Iteration 46Q: 3 clusters Score -3141282 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3141290.000000 Penalty: 3360.667725
	Iteration 47Q: 3 clusters Score -3141290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3141305.000000 Penalty: 3360.667725
	Iteration 48Q: 3 clusters Score -3141305 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3141332.000000 Penalty: 3360.667725
	Iteration 49Q: 3 clusters Score -3141332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3141354.750000 Penalty: 3360.667725
	Iteration 50Q: 3 clusters Score -3141355 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3141391.500000 Penalty: 3360.667725
	Iteration 51Q: 3 clusters Score -3141392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3141408.250000 Penalty: 3360.667725
	Iteration 52Q: 3 clusters Score -3141408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3141419.500000 Penalty: 3360.667725
	Iteration 53Q: 3 clusters Score -3141420 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3141436.500000 Penalty: 3360.667725
	Iteration 54Q: 3 clusters Score -3141436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3141452.250000 Penalty: 3360.667725
	Iteration 55Q: 3 clusters Score -3141452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3141465.750000 Penalty: 3360.667725
	Iteration 56Q: 3 clusters Score -3141466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -3141484.500000 Penalty: 3360.667725
	Iteration 57Q: 3 clusters Score -3141484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3141489.750000 Penalty: 3360.667725
	Iteration 58Q: 3 clusters Score -3141490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3141499.250000 Penalty: 3360.667725
	Iteration 59Q: 3 clusters Score -3141499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3141518.500000 Penalty: 3360.667725
	Iteration 60F: 3 clusters Score -3141518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3141529.000000 Penalty: 3360.667725
	Iteration 61Q: 3 clusters Score -3141529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3141541.500000 Penalty: 3360.667725
	Iteration 62Q: 3 clusters Score -3141542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3141564.500000 Penalty: 3360.667725
	Iteration 63Q: 3 clusters Score -3141564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3141560.500000 Penalty: 3360.667725
	Iteration 64Q: 3 clusters Score -3141560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3141568.500000 Penalty: 3360.667725
	Iteration 65Q: 3 clusters Score -3141568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3141577.750000 Penalty: 3360.667725
	Iteration 66Q: 3 clusters Score -3141578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3141582.750000 Penalty: 3360.667725
	Iteration 67Q: 3 clusters Score -3141583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3141593.000000 Penalty: 3360.667725
	Iteration 68Q: 3 clusters Score -3141593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3141587.000000 Penalty: 3360.667725
	Iteration 69Q: 3 clusters Score -3141587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3141592.500000 Penalty: 3360.667725
	Iteration 70Q: 3 clusters Score -3141592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3141590.500000 Penalty: 3360.667725
	Iteration 71Q: 3 clusters Score -3141590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3141587.500000 Penalty: 3360.667725
	Iteration 72Q: 3 clusters Score -3141588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3141592.500000 Penalty: 3360.667725
	Iteration 73Q: 3 clusters Score -3141592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3141598.250000 Penalty: 3360.667725
	Iteration 74Q: 3 clusters Score -3141598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3141600.750000 Penalty: 3360.667725
	Iteration 75Q: 3 clusters Score -3141601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3141602.000000 Penalty: 3360.667725
	Iteration 76Q: 3 clusters Score -3141602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3141595.500000 Penalty: 3360.667725
	Iteration 77Q: 3 clusters Score -3141596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3141594.500000 Penalty: 3360.667725
	Iteration 78Q: 3 clusters Score -3141594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3141601.500000 Penalty: 3360.667725
	Iteration 79Q: 3 clusters Score -3141602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3141603.500000 Penalty: 3360.667725
	Iteration 80F: 3 clusters Score -3141604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3141612.750000 Penalty: 3360.667725
	Iteration 81Q: 3 clusters Score -3141613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3141617.750000 Penalty: 3360.667725
	Iteration 82Q: 3 clusters Score -3141618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3141623.500000 Penalty: 3360.667725
	Iteration 83Q: 3 clusters Score -3141624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3141628.750000 Penalty: 3360.667725
	Iteration 84Q: 3 clusters Score -3141629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3141629.500000 Penalty: 3360.667725
	Iteration 85Q: 3 clusters Score -3141630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3141629.250000 Penalty: 3360.667725
	Iteration 86Q: 3 clusters Score -3141629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3141632.750000 Penalty: 3360.667725
	Iteration 87Q: 3 clusters Score -3141633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3141633.750000 Penalty: 3360.667725
	Iteration 88Q: 3 clusters Score -3141634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3141632.750000 Penalty: 3360.667725
	Iteration 89Q: 3 clusters Score -3141633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3141633.250000 Penalty: 3360.667725
	Iteration 90Q: 3 clusters Score -3141633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3141633.500000 Penalty: 3360.667725
	Iteration 91Q: 3 clusters Score -3141634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3141632.000000 Penalty: 3360.667725
	Iteration 92Q: 3 clusters Score -3141632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3141629.750000 Penalty: 3360.667725
	Iteration 93Q: 3 clusters Score -3141630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3141631.750000 Penalty: 3360.667725
	Iteration 94Q: 3 clusters Score -3141632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3141636.750000 Penalty: 3360.667725
	Iteration 95Q: 3 clusters Score -3141637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3141635.250000 Penalty: 3360.667725
	Iteration 96Q: 3 clusters Score -3141635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3141630.500000 Penalty: 3360.667725
	Iteration 97Q: 3 clusters Score -3141630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3141629.000000 Penalty: 3360.667725
	Iteration 98Q: 3 clusters Score -3141629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3141631.500000 Penalty: 3360.667725
	Iteration 99Q: 3 clusters Score -3141632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3141632.000000 Penalty: 3360.667725
	Iteration 100F: 3 clusters Score -3141632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -336644.687500 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -336644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -333629.875000 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -333629.9 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -334379.312500 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -334379.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -334564.281250 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -334564.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -334693.250000 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -334693.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -334796.250000 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -334796.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -334884.968750 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -334885 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334957.593750 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -334957.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -335025.468750 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -335025.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -335067.750000 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -335067.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -335115.843750 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -335115.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -335177.000000 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -335177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -335256.656250 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -335256.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -335344.031250 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -335344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -335443.187500 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -335443.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -335554.812500 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -335554.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -335712.093750 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -335712.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -335857.906250 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -335857.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -335969.000000 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -335969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -336021.125000 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -336021.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -336046.312500 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -336046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -336056.656250 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -336056.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -336066.250000 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -336066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -336069.218750 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -336069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -336071.718750 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -336071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -336072.062500 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -336072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -336072.218750 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -336072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -336072.218750 Penalty: 2644.558594
	Iteration 26F: 3 clusters Score -336072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Entering Unmasked Estep 
Score: -7622292.000000 Penalty: 1819.154541
	Iteration 0F: 2 clusters Score -7622292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -7573518.000000 Penalty: 3638.309082
	Iteration 0F: 3 clusters Score -7573518 nChanged 34612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -7593604.000000 Penalty: 3638.309082
	Iteration 1F: 3 clusters Score -7593604 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -7594359.000000 Penalty: 3638.309082
	Iteration 2Q: 3 clusters Score -7594359 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -7595479.000000 Penalty: 3638.309082
	Iteration 3Q: 3 clusters Score -7595479 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -7597242.500000 Penalty: 3638.309082
	Iteration 4F: 3 clusters Score -7597242 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7599858.000000 Penalty: 3638.309082
	Iteration 5F: 3 clusters Score -7599858 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7603538.500000 Penalty: 3638.309082
	Iteration 6F: 3 clusters Score -7603538 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -7608141.000000 Penalty: 3638.309082
	Iteration 7F: 3 clusters Score -7608141 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -7612784.000000 Penalty: 3638.309082
	Iteration 8F: 3 clusters Score -7612784 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -7616334.500000 Penalty: 3638.309082
	Iteration 9F: 3 clusters Score -7616334 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7618619.500000 Penalty: 3638.309082
	Iteration 10Q: 3 clusters Score -7618620 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7619803.000000 Penalty: 3638.309082
	Iteration 11Q: 3 clusters Score -7619803 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7620358.000000 Penalty: 3638.309082
	Iteration 12Q: 3 clusters Score -7620358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7620580.500000 Penalty: 3638.309082
	Iteration 13Q: 3 clusters Score -7620580 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7620721.500000 Penalty: 3638.309082
	Iteration 14Q: 3 clusters Score -7620722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7620827.500000 Penalty: 3638.309082
	Iteration 15Q: 3 clusters Score -7620828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7620900.500000 Penalty: 3638.309082
	Iteration 16Q: 3 clusters Score -7620900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7620937.500000 Penalty: 3638.309082
	Iteration 17Q: 3 clusters Score -7620938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7620946.000000 Penalty: 3638.309082
	Iteration 18Q: 3 clusters Score -7620946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7620954.000000 Penalty: 3638.309082
	Iteration 19Q: 3 clusters Score -7620954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7620950.000000 Penalty: 3638.309082
	Iteration 20F: 3 clusters Score -7620950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7620971.500000 Penalty: 3638.309082
	Iteration 21Q: 3 clusters Score -7620972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7620977.500000 Penalty: 3638.309082
	Iteration 22Q: 3 clusters Score -7620978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7620983.000000 Penalty: 3638.309082
	Iteration 23Q: 3 clusters Score -7620983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7620995.500000 Penalty: 3638.309082
	Iteration 24Q: 3 clusters Score -7620996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7620993.000000 Penalty: 3638.309082
	Iteration 25Q: 3 clusters Score -7620993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7621001.000000 Penalty: 3638.309082
	Iteration 26Q: 3 clusters Score -7621001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7621001.000000 Penalty: 3638.309082
	Iteration 27Q: 3 clusters Score -7621001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7621010.000000 Penalty: 3638.309082
	Iteration 28Q: 3 clusters Score -7621010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7621016.500000 Penalty: 3638.309082
	Iteration 29Q: 3 clusters Score -7621016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7621021.500000 Penalty: 3638.309082
	Iteration 30Q: 3 clusters Score -7621022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7621013.500000 Penalty: 3638.309082
	Iteration 31Q: 3 clusters Score -7621014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7621013.500000 Penalty: 3638.309082
	Iteration 32Q: 3 clusters Score -7621014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7621023.000000 Penalty: 3638.309082
	Iteration 33Q: 3 clusters Score -7621023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7621024.500000 Penalty: 3638.309082
	Iteration 34Q: 3 clusters Score -7621024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7621028.500000 Penalty: 3638.309082
	Iteration 35Q: 3 clusters Score -7621028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7621030.000000 Penalty: 3638.309082
	Iteration 36Q: 3 clusters Score -7621030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7621031.500000 Penalty: 3638.309082
	Iteration 37Q: 3 clusters Score -7621032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7621030.000000 Penalty: 3638.309082
	Iteration 38Q: 3 clusters Score -7621030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7621026.000000 Penalty: 3638.309082
	Iteration 39Q: 3 clusters Score -7621026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7621043.500000 Penalty: 3638.309082
	Iteration 40F: 3 clusters Score -7621044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7621038.000000 Penalty: 3638.309082
	Iteration 41Q: 3 clusters Score -7621038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7621049.500000 Penalty: 3638.309082
	Iteration 42Q: 3 clusters Score -7621050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7621047.000000 Penalty: 3638.309082
	Iteration 43Q: 3 clusters Score -7621047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7621045.000000 Penalty: 3638.309082
	Iteration 44Q: 3 clusters Score -7621045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7621042.000000 Penalty: 3638.309082
	Iteration 45Q: 3 clusters Score -7621042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7621042.000000 Penalty: 3638.309082
	Iteration 46F: 3 clusters Score -7621042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Entering Unmasked Estep 
Score: -12376936.000000 Penalty: 1898.150879
	Iteration 0F: 2 clusters Score -1.237694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -12297585.000000 Penalty: 3796.301758
	Iteration 0F: 3 clusters Score -1.229758e+07 nChanged 56928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -12331170.000000 Penalty: 3796.301758
	Iteration 1F: 3 clusters Score -1.233117e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -12332146.000000 Penalty: 3796.301758
	Iteration 2Q: 3 clusters Score -1.233215e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -12333601.000000 Penalty: 3796.301758
	Iteration 3Q: 3 clusters Score -1.23336e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -12335699.000000 Penalty: 3796.301758
	Iteration 4Q: 3 clusters Score -1.23357e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -12338575.000000 Penalty: 3796.301758
	Iteration 5Q: 3 clusters Score -1.233858e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -12342704.000000 Penalty: 3796.301758
	Iteration 6F: 3 clusters Score -1.23427e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -12348311.000000 Penalty: 3796.301758
	Iteration 7F: 3 clusters Score -1.234831e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -12354662.000000 Penalty: 3796.301758
	Iteration 8F: 3 clusters Score -1.235466e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -12360795.000000 Penalty: 3796.301758
	Iteration 9F: 3 clusters Score -1.23608e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -12366369.000000 Penalty: 3796.301758
	Iteration 10F: 3 clusters Score -1.236637e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111997 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -12370365.000000 Penalty: 3796.301758
	Iteration 11Q: 3 clusters Score -1.237036e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -12372838.000000 Penalty: 3796.301758
	Iteration 12Q: 3 clusters Score -1.237284e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12374147.000000 Penalty: 3796.301758
	Iteration 13Q: 3 clusters Score -1.237415e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12374717.000000 Penalty: 3796.301758
	Iteration 14Q: 3 clusters Score -1.237472e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12374946.000000 Penalty: 3796.301758
	Iteration 15Q: 3 clusters Score -1.237495e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12375112.000000 Penalty: 3796.301758
	Iteration 16Q: 3 clusters Score -1.237511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12375181.000000 Penalty: 3796.301758
	Iteration 17Q: 3 clusters Score -1.237518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12375223.000000 Penalty: 3796.301758
	Iteration 18Q: 3 clusters Score -1.237522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12375246.000000 Penalty: 3796.301758
	Iteration 19Q: 3 clusters Score -1.237525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12375267.000000 Penalty: 3796.301758
	Iteration 20F: 3 clusters Score -1.237527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117903 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12375259.000000 Penalty: 3796.301758
	Iteration 21Q: 3 clusters Score -1.237526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12375258.000000 Penalty: 3796.301758
	Iteration 22Q: 3 clusters Score -1.237526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12375286.000000 Penalty: 3796.301758
	Iteration 23Q: 3 clusters Score -1.237529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12375292.000000 Penalty: 3796.301758
	Iteration 24Q: 3 clusters Score -1.237529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12375318.000000 Penalty: 3796.301758
	Iteration 25Q: 3 clusters Score -1.237532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12375328.000000 Penalty: 3796.301758
	Iteration 26Q: 3 clusters Score -1.237533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12375338.000000 Penalty: 3796.301758
	Iteration 27Q: 3 clusters Score -1.237534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12375340.000000 Penalty: 3796.301758
	Iteration 28Q: 3 clusters Score -1.237534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12375337.000000 Penalty: 3796.301758
	Iteration 29Q: 3 clusters Score -1.237534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117935 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12375337.000000 Penalty: 3796.301758
	Iteration 30Q: 3 clusters Score -1.237534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117935 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12375337.000000 Penalty: 3796.301758
	Iteration 31F: 3 clusters Score -1.237534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -750676.875000 Penalty: 1439.761841
	Iteration 0F: 2 clusters Score -750676.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -745431.062500 Penalty: 2879.523682
	Iteration 0F: 3 clusters Score -745431.1 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -747040.250000 Penalty: 2879.523682
	Iteration 1F: 3 clusters Score -747040.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -747289.250000 Penalty: 2879.523682
	Iteration 2F: 3 clusters Score -747289.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -747518.312500 Penalty: 2879.523682
	Iteration 3F: 3 clusters Score -747518.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -747711.375000 Penalty: 2879.523682
	Iteration 4Q: 3 clusters Score -747711.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -747877.000000 Penalty: 2879.523682
	Iteration 5Q: 3 clusters Score -747877 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -748069.500000 Penalty: 2879.523682
	Iteration 6Q: 3 clusters Score -748069.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -748244.187500 Penalty: 2879.523682
	Iteration 7Q: 3 clusters Score -748244.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -748415.562500 Penalty: 2879.523682
	Iteration 8Q: 3 clusters Score -748415.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -748571.500000 Penalty: 2879.523682
	Iteration 9Q: 3 clusters Score -748571.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -748691.625000 Penalty: 2879.523682
	Iteration 10Q: 3 clusters Score -748691.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -748814.375000 Penalty: 2879.523682
	Iteration 11Q: 3 clusters Score -748814.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -748939.125000 Penalty: 2879.523682
	Iteration 12Q: 3 clusters Score -748939.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -749081.500000 Penalty: 2879.523682
	Iteration 13Q: 3 clusters Score -749081.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -749202.125000 Penalty: 2879.523682
	Iteration 14Q: 3 clusters Score -749202.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -749328.875000 Penalty: 2879.523682
	Iteration 15Q: 3 clusters Score -749328.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -749425.625000 Penalty: 2879.523682
	Iteration 16Q: 3 clusters Score -749425.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -749491.812500 Penalty: 2879.523682
	Iteration 17Q: 3 clusters Score -749491.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -749547.625000 Penalty: 2879.523682
	Iteration 18Q: 3 clusters Score -749547.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -749588.750000 Penalty: 2879.523682
	Iteration 19Q: 3 clusters Score -749588.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -749614.000000 Penalty: 2879.523682
	Iteration 20F: 3 clusters Score -749614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -749645.062500 Penalty: 2879.523682
	Iteration 21Q: 3 clusters Score -749645.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -749683.875000 Penalty: 2879.523682
	Iteration 22Q: 3 clusters Score -749683.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -749717.625000 Penalty: 2879.523682
	Iteration 23Q: 3 clusters Score -749717.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -749744.125000 Penalty: 2879.523682
	Iteration 24Q: 3 clusters Score -749744.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -749765.312500 Penalty: 2879.523682
	Iteration 25Q: 3 clusters Score -749765.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -749787.687500 Penalty: 2879.523682
	Iteration 26Q: 3 clusters Score -749787.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -749811.625000 Penalty: 2879.523682
	Iteration 27Q: 3 clusters Score -749811.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -749830.687500 Penalty: 2879.523682
	Iteration 28Q: 3 clusters Score -749830.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -749849.000000 Penalty: 2879.523682
	Iteration 29Q: 3 clusters Score -749849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -749865.125000 Penalty: 2879.523682
	Iteration 30Q: 3 clusters Score -749865.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -749882.375000 Penalty: 2879.523682
	Iteration 31Q: 3 clusters Score -749882.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -749896.000000 Penalty: 2879.523682
	Iteration 32Q: 3 clusters Score -749896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -749906.375000 Penalty: 2879.523682
	Iteration 33Q: 3 clusters Score -749906.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -749913.625000 Penalty: 2879.523682
	Iteration 34Q: 3 clusters Score -749913.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -749926.375000 Penalty: 2879.523682
	Iteration 35Q: 3 clusters Score -749926.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -749936.000000 Penalty: 2879.523682
	Iteration 36Q: 3 clusters Score -749936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -749948.187500 Penalty: 2879.523682
	Iteration 37Q: 3 clusters Score -749948.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -749958.437500 Penalty: 2879.523682
	Iteration 38Q: 3 clusters Score -749958.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -749964.437500 Penalty: 2879.523682
	Iteration 39Q: 3 clusters Score -749964.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -749970.937500 Penalty: 2879.523682
	Iteration 40F: 3 clusters Score -749970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -749970.500000 Penalty: 2879.523682
	Iteration 41Q: 3 clusters Score -749970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -749973.187500 Penalty: 2879.523682
	Iteration 42Q: 3 clusters Score -749973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -749973.937500 Penalty: 2879.523682
	Iteration 43Q: 3 clusters Score -749973.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -749976.000000 Penalty: 2879.523682
	Iteration 44Q: 3 clusters Score -749976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -749975.062500 Penalty: 2879.523682
	Iteration 45Q: 3 clusters Score -749975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -749975.687500 Penalty: 2879.523682
	Iteration 46Q: 3 clusters Score -749975.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -749975.687500 Penalty: 2879.523682
	Iteration 47F: 3 clusters Score -749975.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Entering Unmasked Estep 
Score: -1568157.500000 Penalty: 1566.644287
	Iteration 0F: 2 clusters Score -1568158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1557556.125000 Penalty: 3133.288574
	Iteration 0F: 3 clusters Score -1557556 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1561356.750000 Penalty: 3133.288574
	Iteration 1F: 3 clusters Score -1561357 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1561996.500000 Penalty: 3133.288574
	Iteration 2F: 3 clusters Score -1561996 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1562736.750000 Penalty: 3133.288574
	Iteration 3F: 3 clusters Score -1562737 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1563410.250000 Penalty: 3133.288574
	Iteration 4F: 3 clusters Score -1563410 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1564024.750000 Penalty: 3133.288574
	Iteration 5F: 3 clusters Score -1564025 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1564554.125000 Penalty: 3133.288574
	Iteration 6F: 3 clusters Score -1564554 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1564985.875000 Penalty: 3133.288574
	Iteration 7F: 3 clusters Score -1564986 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1565304.875000 Penalty: 3133.288574
	Iteration 8Q: 3 clusters Score -1565305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1565536.500000 Penalty: 3133.288574
	Iteration 9Q: 3 clusters Score -1565536 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1565698.125000 Penalty: 3133.288574
	Iteration 10Q: 3 clusters Score -1565698 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1565814.000000 Penalty: 3133.288574
	Iteration 11Q: 3 clusters Score -1565814 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1565903.625000 Penalty: 3133.288574
	Iteration 12Q: 3 clusters Score -1565904 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1565978.875000 Penalty: 3133.288574
	Iteration 13Q: 3 clusters Score -1565979 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1566043.625000 Penalty: 3133.288574
	Iteration 14Q: 3 clusters Score -1566044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1566108.875000 Penalty: 3133.288574
	Iteration 15Q: 3 clusters Score -1566109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1566157.125000 Penalty: 3133.288574
	Iteration 16Q: 3 clusters Score -1566157 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1566190.500000 Penalty: 3133.288574
	Iteration 17Q: 3 clusters Score -1566190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1566211.250000 Penalty: 3133.288574
	Iteration 18Q: 3 clusters Score -1566211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1566233.250000 Penalty: 3133.288574
	Iteration 19Q: 3 clusters Score -1566233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1566260.375000 Penalty: 3133.288574
	Iteration 20F: 3 clusters Score -1566260 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1566281.125000 Penalty: 3133.288574
	Iteration 21Q: 3 clusters Score -1566281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1566296.000000 Penalty: 3133.288574
	Iteration 22Q: 3 clusters Score -1566296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1566320.875000 Penalty: 3133.288574
	Iteration 23Q: 3 clusters Score -1566321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1566334.125000 Penalty: 3133.288574
	Iteration 24Q: 3 clusters Score -1566334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1566352.500000 Penalty: 3133.288574
	Iteration 25Q: 3 clusters Score -1566352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1566370.000000 Penalty: 3133.288574
	Iteration 26Q: 3 clusters Score -1566370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1566393.500000 Penalty: 3133.288574
	Iteration 27Q: 3 clusters Score -1566394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1566414.125000 Penalty: 3133.288574
	Iteration 28Q: 3 clusters Score -1566414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1566439.125000 Penalty: 3133.288574
	Iteration 29Q: 3 clusters Score -1566439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1566452.250000 Penalty: 3133.288574
	Iteration 30Q: 3 clusters Score -1566452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1566463.375000 Penalty: 3133.288574
	Iteration 31Q: 3 clusters Score -1566463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1566478.375000 Penalty: 3133.288574
	Iteration 32Q: 3 clusters Score -1566478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1566497.500000 Penalty: 3133.288574
	Iteration 33Q: 3 clusters Score -1566498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1566516.250000 Penalty: 3133.288574
	Iteration 34Q: 3 clusters Score -1566516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1566531.625000 Penalty: 3133.288574
	Iteration 35Q: 3 clusters Score -1566532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1566545.125000 Penalty: 3133.288574
	Iteration 36Q: 3 clusters Score -1566545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1566569.125000 Penalty: 3133.288574
	Iteration 37Q: 3 clusters Score -1566569 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1566593.125000 Penalty: 3133.288574
	Iteration 38Q: 3 clusters Score -1566593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1566607.875000 Penalty: 3133.288574
	Iteration 39Q: 3 clusters Score -1566608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1566633.500000 Penalty: 3133.288574
	Iteration 40F: 3 clusters Score -1566634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1566654.375000 Penalty: 3133.288574
	Iteration 41Q: 3 clusters Score -1566654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1566675.750000 Penalty: 3133.288574
	Iteration 42Q: 3 clusters Score -1566676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1566695.500000 Penalty: 3133.288574
	Iteration 43Q: 3 clusters Score -1566696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1566720.625000 Penalty: 3133.288574
	Iteration 44Q: 3 clusters Score -1566721 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1566739.500000 Penalty: 3133.288574
	Iteration 45Q: 3 clusters Score -1566740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1566759.375000 Penalty: 3133.288574
	Iteration 46Q: 3 clusters Score -1566759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1566786.875000 Penalty: 3133.288574
	Iteration 47Q: 3 clusters Score -1566787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1566802.250000 Penalty: 3133.288574
	Iteration 48Q: 3 clusters Score -1566802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1566815.625000 Penalty: 3133.288574
	Iteration 49Q: 3 clusters Score -1566816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1566830.500000 Penalty: 3133.288574
	Iteration 50Q: 3 clusters Score -1566830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1566840.500000 Penalty: 3133.288574
	Iteration 51Q: 3 clusters Score -1566840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1566843.500000 Penalty: 3133.288574
	Iteration 52Q: 3 clusters Score -1566844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1566846.625000 Penalty: 3133.288574
	Iteration 53Q: 3 clusters Score -1566847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1566852.625000 Penalty: 3133.288574
	Iteration 54Q: 3 clusters Score -1566853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1566863.500000 Penalty: 3133.288574
	Iteration 55Q: 3 clusters Score -1566864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1566873.625000 Penalty: 3133.288574
	Iteration 56Q: 3 clusters Score -1566874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1566881.375000 Penalty: 3133.288574
	Iteration 57Q: 3 clusters Score -1566881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1566886.625000 Penalty: 3133.288574
	Iteration 58Q: 3 clusters Score -1566887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1566890.000000 Penalty: 3133.288574
	Iteration 59Q: 3 clusters Score -1566890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1566896.375000 Penalty: 3133.288574
	Iteration 60F: 3 clusters Score -1566896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1566906.125000 Penalty: 3133.288574
	Iteration 61Q: 3 clusters Score -1566906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1566913.250000 Penalty: 3133.288574
	Iteration 62Q: 3 clusters Score -1566913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1566926.000000 Penalty: 3133.288574
	Iteration 63Q: 3 clusters Score -1566926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1566945.000000 Penalty: 3133.288574
	Iteration 64Q: 3 clusters Score -1566945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1566950.000000 Penalty: 3133.288574
	Iteration 65Q: 3 clusters Score -1566950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1566953.375000 Penalty: 3133.288574
	Iteration 66Q: 3 clusters Score -1566953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1566956.500000 Penalty: 3133.288574
	Iteration 67Q: 3 clusters Score -1566956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1566962.250000 Penalty: 3133.288574
	Iteration 68Q: 3 clusters Score -1566962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1566961.875000 Penalty: 3133.288574
	Iteration 69Q: 3 clusters Score -1566962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1566964.125000 Penalty: 3133.288574
	Iteration 70Q: 3 clusters Score -1566964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1566971.625000 Penalty: 3133.288574
	Iteration 71Q: 3 clusters Score -1566972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1566972.250000 Penalty: 3133.288574
	Iteration 72Q: 3 clusters Score -1566972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1566974.125000 Penalty: 3133.288574
	Iteration 73Q: 3 clusters Score -1566974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1566975.250000 Penalty: 3133.288574
	Iteration 74Q: 3 clusters Score -1566975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1566987.250000 Penalty: 3133.288574
	Iteration 75Q: 3 clusters Score -1566987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1566988.375000 Penalty: 3133.288574
	Iteration 76Q: 3 clusters Score -1566988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1566992.875000 Penalty: 3133.288574
	Iteration 77Q: 3 clusters Score -1566993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1566998.000000 Penalty: 3133.288574
	Iteration 78Q: 3 clusters Score -1566998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1567001.125000 Penalty: 3133.288574
	Iteration 79Q: 3 clusters Score -1567001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1567008.500000 Penalty: 3133.288574
	Iteration 80F: 3 clusters Score -1567008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1567012.375000 Penalty: 3133.288574
	Iteration 81Q: 3 clusters Score -1567012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1567018.125000 Penalty: 3133.288574
	Iteration 82Q: 3 clusters Score -1567018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1567023.375000 Penalty: 3133.288574
	Iteration 83Q: 3 clusters Score -1567023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1567021.750000 Penalty: 3133.288574
	Iteration 84Q: 3 clusters Score -1567022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1567025.000000 Penalty: 3133.288574
	Iteration 85Q: 3 clusters Score -1567025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1567023.750000 Penalty: 3133.288574
	Iteration 86Q: 3 clusters Score -1567024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1567019.625000 Penalty: 3133.288574
	Iteration 87Q: 3 clusters Score -1567020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1567020.375000 Penalty: 3133.288574
	Iteration 88Q: 3 clusters Score -1567020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1567021.125000 Penalty: 3133.288574
	Iteration 89Q: 3 clusters Score -1567021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1567020.750000 Penalty: 3133.288574
	Iteration 90Q: 3 clusters Score -1567021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1567021.375000 Penalty: 3133.288574
	Iteration 91Q: 3 clusters Score -1567021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1567021.375000 Penalty: 3133.288574
	Iteration 92F: 3 clusters Score -1567021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -92580.554688 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -92580.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91091.835938 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -91091.84 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91394.625000 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -91394.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91537.117188 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -91537.12 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -91670.203125 Penalty: 2269.731689
	Iteration 3F: 3 clusters Score -91670.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -91770.507812 Penalty: 2269.731689
	Iteration 4F: 3 clusters Score -91770.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -91839.710938 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -91839.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91903.734375 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -91903.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91956.726562 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -91956.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -91984.234375 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -91984.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92008.437500 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -92008.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -92022.226562 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -92022.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -92028.484375 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -92028.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -92032.601562 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -92032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -92035.125000 Penalty: 2269.731689
	Iteration 13Q: 3 clusters Score -92035.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92036.343750 Penalty: 2269.731689
	Iteration 14Q: 3 clusters Score -92036.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -92038.664062 Penalty: 2269.731689
	Iteration 15Q: 3 clusters Score -92038.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -92039.085938 Penalty: 2269.731689
	Iteration 16Q: 3 clusters Score -92039.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -92039.085938 Penalty: 2269.731689
	Iteration 17F: 3 clusters Score -92039.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -280451.906250 Penalty: 1305.416748
	Iteration 0F: 2 clusters Score -280451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -277747.968750 Penalty: 2610.833496
	Iteration 0F: 3 clusters Score -277748 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -278612.625000 Penalty: 2610.833496
	Iteration 1F: 3 clusters Score -278612.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -278920.906250 Penalty: 2610.833496
	Iteration 2F: 3 clusters Score -278920.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -279171.343750 Penalty: 2610.833496
	Iteration 3F: 3 clusters Score -279171.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -279327.125000 Penalty: 2610.833496
	Iteration 4F: 3 clusters Score -279327.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -279445.968750 Penalty: 2610.833496
	Iteration 5Q: 3 clusters Score -279446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -279555.125000 Penalty: 2610.833496
	Iteration 6Q: 3 clusters Score -279555.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -279626.343750 Penalty: 2610.833496
	Iteration 7Q: 3 clusters Score -279626.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -279673.468750 Penalty: 2610.833496
	Iteration 8Q: 3 clusters Score -279673.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -279708.562500 Penalty: 2610.833496
	Iteration 9Q: 3 clusters Score -279708.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -279745.625000 Penalty: 2610.833496
	Iteration 10Q: 3 clusters Score -279745.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -279781.062500 Penalty: 2610.833496
	Iteration 11Q: 3 clusters Score -279781.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -279834.656250 Penalty: 2610.833496
	Iteration 12Q: 3 clusters Score -279834.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -279907.062500 Penalty: 2610.833496
	Iteration 13Q: 3 clusters Score -279907.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -279960.218750 Penalty: 2610.833496
	Iteration 14Q: 3 clusters Score -279960.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -280006.812500 Penalty: 2610.833496
	Iteration 15Q: 3 clusters Score -280006.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -280051.437500 Penalty: 2610.833496
	Iteration 16Q: 3 clusters Score -280051.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280088.437500 Penalty: 2610.833496
	Iteration 17Q: 3 clusters Score -280088.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -280116.156250 Penalty: 2610.833496
	Iteration 18Q: 3 clusters Score -280116.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -280140.968750 Penalty: 2610.833496
	Iteration 19Q: 3 clusters Score -280141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -280179.062500 Penalty: 2610.833496
	Iteration 20F: 3 clusters Score -280179.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -280206.031250 Penalty: 2610.833496
	Iteration 21Q: 3 clusters Score -280206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -280236.406250 Penalty: 2610.833496
	Iteration 22Q: 3 clusters Score -280236.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -280269.843750 Penalty: 2610.833496
	Iteration 23Q: 3 clusters Score -280269.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -280306.562500 Penalty: 2610.833496
	Iteration 24Q: 3 clusters Score -280306.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -280347.781250 Penalty: 2610.833496
	Iteration 25Q: 3 clusters Score -280347.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -280376.937500 Penalty: 2610.833496
	Iteration 26Q: 3 clusters Score -280376.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -280401.281250 Penalty: 2610.833496
	Iteration 27Q: 3 clusters Score -280401.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -280422.593750 Penalty: 2610.833496
	Iteration 28Q: 3 clusters Score -280422.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -280442.250000 Penalty: 2610.833496
	Iteration 29Q: 3 clusters Score -280442.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -280460.906250 Penalty: 2610.833496
	Iteration 30Q: 3 clusters Score -280460.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -280476.593750 Penalty: 2610.833496
	Iteration 31Q: 3 clusters Score -280476.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -280493.218750 Penalty: 2610.833496
	Iteration 32Q: 3 clusters Score -280493.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -280507.781250 Penalty: 2610.833496
	Iteration 33Q: 3 clusters Score -280507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -280520.062500 Penalty: 2610.833496
	Iteration 34Q: 3 clusters Score -280520.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -280526.437500 Penalty: 2610.833496
	Iteration 35Q: 3 clusters Score -280526.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -280529.343750 Penalty: 2610.833496
	Iteration 36Q: 3 clusters Score -280529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -280535.593750 Penalty: 2610.833496
	Iteration 37Q: 3 clusters Score -280535.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -280539.375000 Penalty: 2610.833496
	Iteration 38Q: 3 clusters Score -280539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -280541.406250 Penalty: 2610.833496
	Iteration 39Q: 3 clusters Score -280541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -280542.375000 Penalty: 2610.833496
	Iteration 40F: 3 clusters Score -280542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -280543.062500 Penalty: 2610.833496
	Iteration 41Q: 3 clusters Score -280543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -280543.062500 Penalty: 2610.833496
	Iteration 42Q: 3 clusters Score -280543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -280543.875000 Penalty: 2610.833496
	Iteration 43Q: 3 clusters Score -280543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -280544.375000 Penalty: 2610.833496
	Iteration 44Q: 3 clusters Score -280544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -280545.062500 Penalty: 2610.833496
	Iteration 45Q: 3 clusters Score -280545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -280545.062500 Penalty: 2610.833496
	Iteration 46F: 3 clusters Score -280545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95260 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29598 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 2198 members 
Entering Unmasked Estep 
Score: -154066576.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067664.000000 to -154066576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -1642077.750000 Penalty: 1573.481812
	Iteration 0F: 2 clusters Score -1642078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1630967.500000 Penalty: 3146.963623
	Iteration 0F: 3 clusters Score -1630968 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1634760.875000 Penalty: 3146.963623
	Iteration 1F: 3 clusters Score -1634761 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1635134.875000 Penalty: 3146.963623
	Iteration 2F: 3 clusters Score -1635135 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1635562.625000 Penalty: 3146.963623
	Iteration 3F: 3 clusters Score -1635563 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1636049.000000 Penalty: 3146.963623
	Iteration 4F: 3 clusters Score -1636049 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1636580.875000 Penalty: 3146.963623
	Iteration 5F: 3 clusters Score -1636581 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1637215.750000 Penalty: 3146.963623
	Iteration 6F: 3 clusters Score -1637216 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1637955.125000 Penalty: 3146.963623
	Iteration 7F: 3 clusters Score -1637955 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1638672.750000 Penalty: 3146.963623
	Iteration 8F: 3 clusters Score -1638673 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1639326.875000 Penalty: 3146.963623
	Iteration 9Q: 3 clusters Score -1639327 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1639826.500000 Penalty: 3146.963623
	Iteration 10Q: 3 clusters Score -1639826 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1640166.375000 Penalty: 3146.963623
	Iteration 11Q: 3 clusters Score -1640166 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1640391.750000 Penalty: 3146.963623
	Iteration 12Q: 3 clusters Score -1640392 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1640543.375000 Penalty: 3146.963623
	Iteration 13Q: 3 clusters Score -1640543 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1640627.500000 Penalty: 3146.963623
	Iteration 14Q: 3 clusters Score -1640628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1640673.125000 Penalty: 3146.963623
	Iteration 15Q: 3 clusters Score -1640673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1640712.250000 Penalty: 3146.963623
	Iteration 16Q: 3 clusters Score -1640712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1640740.875000 Penalty: 3146.963623
	Iteration 17Q: 3 clusters Score -1640741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1640762.125000 Penalty: 3146.963623
	Iteration 18Q: 3 clusters Score -1640762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1640779.750000 Penalty: 3146.963623
	Iteration 19Q: 3 clusters Score -1640780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1640788.125000 Penalty: 3146.963623
	Iteration 20F: 3 clusters Score -1640788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1640799.875000 Penalty: 3146.963623
	Iteration 21Q: 3 clusters Score -1640800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1640807.750000 Penalty: 3146.963623
	Iteration 22Q: 3 clusters Score -1640808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1640813.375000 Penalty: 3146.963623
	Iteration 23Q: 3 clusters Score -1640813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1640821.125000 Penalty: 3146.963623
	Iteration 24Q: 3 clusters Score -1640821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1640834.750000 Penalty: 3146.963623
	Iteration 25Q: 3 clusters Score -1640835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1640853.250000 Penalty: 3146.963623
	Iteration 26Q: 3 clusters Score -1640853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1640867.625000 Penalty: 3146.963623
	Iteration 27Q: 3 clusters Score -1640868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1640882.625000 Penalty: 3146.963623
	Iteration 28Q: 3 clusters Score -1640883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1640898.875000 Penalty: 3146.963623
	Iteration 29Q: 3 clusters Score -1640899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1640912.875000 Penalty: 3146.963623
	Iteration 30Q: 3 clusters Score -1640913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1640926.000000 Penalty: 3146.963623
	Iteration 31Q: 3 clusters Score -1640926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1640929.500000 Penalty: 3146.963623
	Iteration 32Q: 3 clusters Score -1640930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1640938.250000 Penalty: 3146.963623
	Iteration 33Q: 3 clusters Score -1640938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1640948.625000 Penalty: 3146.963623
	Iteration 34Q: 3 clusters Score -1640949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1640955.000000 Penalty: 3146.963623
	Iteration 35Q: 3 clusters Score -1640955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1640961.750000 Penalty: 3146.963623
	Iteration 36Q: 3 clusters Score -1640962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1640965.500000 Penalty: 3146.963623
	Iteration 37Q: 3 clusters Score -1640966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1640967.375000 Penalty: 3146.963623
	Iteration 38Q: 3 clusters Score -1640967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1640967.875000 Penalty: 3146.963623
	Iteration 39Q: 3 clusters Score -1640968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1640969.500000 Penalty: 3146.963623
	Iteration 40F: 3 clusters Score -1640970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1640970.375000 Penalty: 3146.963623
	Iteration 41Q: 3 clusters Score -1640970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1640972.375000 Penalty: 3146.963623
	Iteration 42Q: 3 clusters Score -1640972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1640975.125000 Penalty: 3146.963623
	Iteration 43Q: 3 clusters Score -1640975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1640975.250000 Penalty: 3146.963623
	Iteration 44Q: 3 clusters Score -1640975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1640975.375000 Penalty: 3146.963623
	Iteration 45Q: 3 clusters Score -1640975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1640975.375000 Penalty: 3146.963623
	Iteration 46F: 3 clusters Score -1640975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Entering Unmasked Estep 
Score: -1041018.250000 Penalty: 1498.409790
	Iteration 0F: 2 clusters Score -1041018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1033741.062500 Penalty: 2996.819580
	Iteration 0F: 3 clusters Score -1033741 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1036149.312500 Penalty: 2996.819580
	Iteration 1F: 3 clusters Score -1036149 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1036403.187500 Penalty: 2996.819580
	Iteration 2F: 3 clusters Score -1036403 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1036575.062500 Penalty: 2996.819580
	Iteration 3Q: 3 clusters Score -1036575 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1036714.500000 Penalty: 2996.819580
	Iteration 4Q: 3 clusters Score -1036714 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1036853.437500 Penalty: 2996.819580
	Iteration 5Q: 3 clusters Score -1036853 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1036970.250000 Penalty: 2996.819580
	Iteration 6Q: 3 clusters Score -1036970 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1037094.250000 Penalty: 2996.819580
	Iteration 7Q: 3 clusters Score -1037094 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1037241.687500 Penalty: 2996.819580
	Iteration 8Q: 3 clusters Score -1037242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1037411.812500 Penalty: 2996.819580
	Iteration 9Q: 3 clusters Score -1037412 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1037646.937500 Penalty: 2996.819580
	Iteration 10Q: 3 clusters Score -1037647 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1037923.437500 Penalty: 2996.819580
	Iteration 11Q: 3 clusters Score -1037923 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1038181.562500 Penalty: 2996.819580
	Iteration 12Q: 3 clusters Score -1038182 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1038457.750000 Penalty: 2996.819580
	Iteration 13Q: 3 clusters Score -1038458 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1038726.187500 Penalty: 2996.819580
	Iteration 14Q: 3 clusters Score -1038726 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1038990.875000 Penalty: 2996.819580
	Iteration 15Q: 3 clusters Score -1038991 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1039245.125000 Penalty: 2996.819580
	Iteration 16Q: 3 clusters Score -1039245 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1039511.500000 Penalty: 2996.819580
	Iteration 17Q: 3 clusters Score -1039512 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1039717.625000 Penalty: 2996.819580
	Iteration 18Q: 3 clusters Score -1039718 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1039823.687500 Penalty: 2996.819580
	Iteration 19Q: 3 clusters Score -1039824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1039871.437500 Penalty: 2996.819580
	Iteration 20F: 3 clusters Score -1039871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1039889.625000 Penalty: 2996.819580
	Iteration 21Q: 3 clusters Score -1039890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1039897.812500 Penalty: 2996.819580
	Iteration 22Q: 3 clusters Score -1039898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1039904.375000 Penalty: 2996.819580
	Iteration 23Q: 3 clusters Score -1039904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1039906.500000 Penalty: 2996.819580
	Iteration 24Q: 3 clusters Score -1039906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1039909.875000 Penalty: 2996.819580
	Iteration 25Q: 3 clusters Score -1039910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1039912.937500 Penalty: 2996.819580
	Iteration 26Q: 3 clusters Score -1039913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1039915.187500 Penalty: 2996.819580
	Iteration 27Q: 3 clusters Score -1039915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1039916.875000 Penalty: 2996.819580
	Iteration 28Q: 3 clusters Score -1039917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1039916.437500 Penalty: 2996.819580
	Iteration 29Q: 3 clusters Score -1039916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1039916.687500 Penalty: 2996.819580
	Iteration 30Q: 3 clusters Score -1039917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1039918.375000 Penalty: 2996.819580
	Iteration 31Q: 3 clusters Score -1039918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1039920.562500 Penalty: 2996.819580
	Iteration 32Q: 3 clusters Score -1039921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1039923.000000 Penalty: 2996.819580
	Iteration 33Q: 3 clusters Score -1039923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1039924.187500 Penalty: 2996.819580
	Iteration 34Q: 3 clusters Score -1039924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1039924.750000 Penalty: 2996.819580
	Iteration 35Q: 3 clusters Score -1039925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1039928.187500 Penalty: 2996.819580
	Iteration 36Q: 3 clusters Score -1039928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1039930.562500 Penalty: 2996.819580
	Iteration 37Q: 3 clusters Score -1039931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1039929.562500 Penalty: 2996.819580
	Iteration 38Q: 3 clusters Score -1039930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1039929.562500 Penalty: 2996.819580
	Iteration 39F: 3 clusters Score -1039930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (191925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191925 members 
Entering Unmasked Estep 
Score: -19982642.000000 Penalty: 1976.789673
	Iteration 0F: 2 clusters Score -1.998264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -19861454.000000 Penalty: 3953.579346
	Iteration 0F: 3 clusters Score -1.986145e+07 nChanged 92699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -19916114.000000 Penalty: 3953.579346
	Iteration 1F: 3 clusters Score -1.991611e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -19917374.000000 Penalty: 3953.579346
	Iteration 2Q: 3 clusters Score -1.991737e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110562 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -19919280.000000 Penalty: 3953.579346
	Iteration 3Q: 3 clusters Score -1.991928e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -19923296.000000 Penalty: 3953.579346
	Iteration 4Q: 3 clusters Score -1.99233e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132021 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -19931162.000000 Penalty: 3953.579346
	Iteration 5F: 3 clusters Score -1.993116e+07 nChanged 17307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -19945024.000000 Penalty: 3953.579346
	Iteration 6F: 3 clusters Score -1.994502e+07 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -19960682.000000 Penalty: 3953.579346
	Iteration 7F: 3 clusters Score -1.996068e+07 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182133 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -19972900.000000 Penalty: 3953.579346
	Iteration 8F: 3 clusters Score -1.99729e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188810 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -19978300.000000 Penalty: 3953.579346
	Iteration 9Q: 3 clusters Score -1.99783e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190950 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19980100.000000 Penalty: 3953.579346
	Iteration 10Q: 3 clusters Score -1.99801e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191442 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -19980640.000000 Penalty: 3953.579346
	Iteration 11Q: 3 clusters Score -1.998064e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19980812.000000 Penalty: 3953.579346
	Iteration 12Q: 3 clusters Score -1.998081e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191549 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -19980860.000000 Penalty: 3953.579346
	Iteration 13Q: 3 clusters Score -1.998086e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191555 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19980918.000000 Penalty: 3953.579346
	Iteration 14Q: 3 clusters Score -1.998092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191558 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19980938.000000 Penalty: 3953.579346
	Iteration 15Q: 3 clusters Score -1.998094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191557 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19981002.000000 Penalty: 3953.579346
	Iteration 16Q: 3 clusters Score -1.9981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19981056.000000 Penalty: 3953.579346
	Iteration 17Q: 3 clusters Score -1.998106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191548 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19981060.000000 Penalty: 3953.579346
	Iteration 18Q: 3 clusters Score -1.998106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191539 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19981068.000000 Penalty: 3953.579346
	Iteration 19Q: 3 clusters Score -1.998107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19981088.000000 Penalty: 3953.579346
	Iteration 20F: 3 clusters Score -1.998109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191537 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19981080.000000 Penalty: 3953.579346
	Iteration 21Q: 3 clusters Score -1.998108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191537 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19981092.000000 Penalty: 3953.579346
	Iteration 22Q: 3 clusters Score -1.998109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191534 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19981090.000000 Penalty: 3953.579346
	Iteration 23Q: 3 clusters Score -1.998109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19981094.000000 Penalty: 3953.579346
	Iteration 24Q: 3 clusters Score -1.998109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19981102.000000 Penalty: 3953.579346
	Iteration 25Q: 3 clusters Score -1.99811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19981108.000000 Penalty: 3953.579346
	Iteration 26Q: 3 clusters Score -1.998111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19981116.000000 Penalty: 3953.579346
	Iteration 27Q: 3 clusters Score -1.998112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19981114.000000 Penalty: 3953.579346
	Iteration 28Q: 3 clusters Score -1.998111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19981110.000000 Penalty: 3953.579346
	Iteration 29Q: 3 clusters Score -1.998111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19981110.000000 Penalty: 3953.579346
	Iteration 30Q: 3 clusters Score -1.998111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19981110.000000 Penalty: 3953.579346
	Iteration 31F: 3 clusters Score -1.998111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Entering Unmasked Estep 
Score: -2880980.000000 Penalty: 1676.322266
	Iteration 0F: 2 clusters Score -2880980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2860579.750000 Penalty: 3352.644531
	Iteration 0F: 3 clusters Score -2860580 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2869119.750000 Penalty: 3352.644531
	Iteration 1F: 3 clusters Score -2869120 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2869944.500000 Penalty: 3352.644531
	Iteration 2F: 3 clusters Score -2869944 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2870792.000000 Penalty: 3352.644531
	Iteration 3F: 3 clusters Score -2870792 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2871596.250000 Penalty: 3352.644531
	Iteration 4F: 3 clusters Score -2871596 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2872347.000000 Penalty: 3352.644531
	Iteration 5F: 3 clusters Score -2872347 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2872989.750000 Penalty: 3352.644531
	Iteration 6Q: 3 clusters Score -2872990 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2873520.750000 Penalty: 3352.644531
	Iteration 7Q: 3 clusters Score -2873521 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2873992.500000 Penalty: 3352.644531
	Iteration 8Q: 3 clusters Score -2873992 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2874424.750000 Penalty: 3352.644531
	Iteration 9Q: 3 clusters Score -2874425 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2874795.000000 Penalty: 3352.644531
	Iteration 10Q: 3 clusters Score -2874795 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2875177.250000 Penalty: 3352.644531
	Iteration 11Q: 3 clusters Score -2875177 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2875555.750000 Penalty: 3352.644531
	Iteration 12Q: 3 clusters Score -2875556 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2875866.000000 Penalty: 3352.644531
	Iteration 13Q: 3 clusters Score -2875866 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2876086.000000 Penalty: 3352.644531
	Iteration 14Q: 3 clusters Score -2876086 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2876220.000000 Penalty: 3352.644531
	Iteration 15Q: 3 clusters Score -2876220 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2876311.750000 Penalty: 3352.644531
	Iteration 16Q: 3 clusters Score -2876312 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2876378.250000 Penalty: 3352.644531
	Iteration 17Q: 3 clusters Score -2876378 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2876423.500000 Penalty: 3352.644531
	Iteration 18Q: 3 clusters Score -2876424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2876461.250000 Penalty: 3352.644531
	Iteration 19Q: 3 clusters Score -2876461 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2876498.500000 Penalty: 3352.644531
	Iteration 20F: 3 clusters Score -2876498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2876528.000000 Penalty: 3352.644531
	Iteration 21Q: 3 clusters Score -2876528 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2876545.500000 Penalty: 3352.644531
	Iteration 22Q: 3 clusters Score -2876546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2876576.250000 Penalty: 3352.644531
	Iteration 23Q: 3 clusters Score -2876576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2876588.750000 Penalty: 3352.644531
	Iteration 24Q: 3 clusters Score -2876589 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2876613.250000 Penalty: 3352.644531
	Iteration 25Q: 3 clusters Score -2876613 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2876621.250000 Penalty: 3352.644531
	Iteration 26Q: 3 clusters Score -2876621 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2876641.250000 Penalty: 3352.644531
	Iteration 27Q: 3 clusters Score -2876641 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2876669.250000 Penalty: 3352.644531
	Iteration 28Q: 3 clusters Score -2876669 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2876694.000000 Penalty: 3352.644531
	Iteration 29Q: 3 clusters Score -2876694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2876703.750000 Penalty: 3352.644531
	Iteration 30Q: 3 clusters Score -2876704 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2876727.000000 Penalty: 3352.644531
	Iteration 31Q: 3 clusters Score -2876727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2876740.500000 Penalty: 3352.644531
	Iteration 32Q: 3 clusters Score -2876740 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2876754.750000 Penalty: 3352.644531
	Iteration 33Q: 3 clusters Score -2876755 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2876776.500000 Penalty: 3352.644531
	Iteration 34Q: 3 clusters Score -2876776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2876805.750000 Penalty: 3352.644531
	Iteration 35Q: 3 clusters Score -2876806 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2876832.250000 Penalty: 3352.644531
	Iteration 36Q: 3 clusters Score -2876832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2876847.000000 Penalty: 3352.644531
	Iteration 37Q: 3 clusters Score -2876847 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2876877.500000 Penalty: 3352.644531
	Iteration 38Q: 3 clusters Score -2876878 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2876912.250000 Penalty: 3352.644531
	Iteration 39Q: 3 clusters Score -2876912 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2876944.000000 Penalty: 3352.644531
	Iteration 40F: 3 clusters Score -2876944 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2876981.250000 Penalty: 3352.644531
	Iteration 41Q: 3 clusters Score -2876981 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2877004.250000 Penalty: 3352.644531
	Iteration 42Q: 3 clusters Score -2877004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2877024.000000 Penalty: 3352.644531
	Iteration 43Q: 3 clusters Score -2877024 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2877066.500000 Penalty: 3352.644531
	Iteration 44Q: 3 clusters Score -2877066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2877096.250000 Penalty: 3352.644531
	Iteration 45Q: 3 clusters Score -2877096 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2877131.250000 Penalty: 3352.644531
	Iteration 46Q: 3 clusters Score -2877131 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2877171.500000 Penalty: 3352.644531
	Iteration 47Q: 3 clusters Score -2877172 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2877212.750000 Penalty: 3352.644531
	Iteration 48Q: 3 clusters Score -2877213 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2877268.500000 Penalty: 3352.644531
	Iteration 49Q: 3 clusters Score -2877268 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2877295.250000 Penalty: 3352.644531
	Iteration 50Q: 3 clusters Score -2877295 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2877342.000000 Penalty: 3352.644531
	Iteration 51Q: 3 clusters Score -2877342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2877385.500000 Penalty: 3352.644531
	Iteration 52Q: 3 clusters Score -2877386 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2877429.250000 Penalty: 3352.644531
	Iteration 53Q: 3 clusters Score -2877429 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2877476.000000 Penalty: 3352.644531
	Iteration 54Q: 3 clusters Score -2877476 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2877506.250000 Penalty: 3352.644531
	Iteration 55Q: 3 clusters Score -2877506 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2877558.500000 Penalty: 3352.644531
	Iteration 56Q: 3 clusters Score -2877558 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2877600.000000 Penalty: 3352.644531
	Iteration 57Q: 3 clusters Score -2877600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2877630.000000 Penalty: 3352.644531
	Iteration 58Q: 3 clusters Score -2877630 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2877689.500000 Penalty: 3352.644531
	Iteration 59Q: 3 clusters Score -2877690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2877715.500000 Penalty: 3352.644531
	Iteration 60F: 3 clusters Score -2877716 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2877775.000000 Penalty: 3352.644531
	Iteration 61Q: 3 clusters Score -2877775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2877820.250000 Penalty: 3352.644531
	Iteration 62Q: 3 clusters Score -2877820 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2877866 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2877918.000000 Penalty: 3352.644531
	Iteration 64Q: 3 clusters Score -2877918 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2877986 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2878048.000000 Penalty: 3352.644531
	Iteration 66Q: 3 clusters Score -2878048 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2878125.500000 Penalty: 3352.644531
	Iteration 67Q: 3 clusters Score -2878126 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2878214.750000 Penalty: 3352.644531
	Iteration 68Q: 3 clusters Score -2878215 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2878328.750000 Penalty: 3352.644531
	Iteration 69Q: 3 clusters Score -2878329 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2878482.750000 Penalty: 3352.644531
	Iteration 70Q: 3 clusters Score -2878483 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2878633.500000 Penalty: 3352.644531
	Iteration 71Q: 3 clusters Score -2878634 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2878788.250000 Penalty: 3352.644531
	Iteration 72Q: 3 clusters Score -2878788 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2878981.250000 Penalty: 3352.644531
	Iteration 73Q: 3 clusters Score -2878981 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2879175.750000 Penalty: 3352.644531
	Iteration 74Q: 3 clusters Score -2879176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2879382 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2879592.000000 Penalty: 3352.644531
	Iteration 76Q: 3 clusters Score -2879592 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2879777.000000 Penalty: 3352.644531
	Iteration 77Q: 3 clusters Score -2879777 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2879915.000000 Penalty: 3352.644531
	Iteration 78Q: 3 clusters Score -2879915 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2880033.750000 Penalty: 3352.644531
	Iteration 79Q: 3 clusters Score -2880034 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2880135.000000 Penalty: 3352.644531
	Iteration 80F: 3 clusters Score -2880135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2880213.750000 Penalty: 3352.644531
	Iteration 81Q: 3 clusters Score -2880214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2880284.750000 Penalty: 3352.644531
	Iteration 82Q: 3 clusters Score -2880285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2880313.750000 Penalty: 3352.644531
	Iteration 83Q: 3 clusters Score -2880314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2880338.500000 Penalty: 3352.644531
	Iteration 84Q: 3 clusters Score -2880338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2880371.500000 Penalty: 3352.644531
	Iteration 85Q: 3 clusters Score -2880372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2880398.000000 Penalty: 3352.644531
	Iteration 86Q: 3 clusters Score -2880398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2880424.250000 Penalty: 3352.644531
	Iteration 87Q: 3 clusters Score -2880424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2880442.500000 Penalty: 3352.644531
	Iteration 88Q: 3 clusters Score -2880442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2880453.250000 Penalty: 3352.644531
	Iteration 89Q: 3 clusters Score -2880453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2880467.500000 Penalty: 3352.644531
	Iteration 90Q: 3 clusters Score -2880468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2880469.750000 Penalty: 3352.644531
	Iteration 91Q: 3 clusters Score -2880470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2880469.500000 Penalty: 3352.644531
	Iteration 92Q: 3 clusters Score -2880470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2880475.250000 Penalty: 3352.644531
	Iteration 93Q: 3 clusters Score -2880475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2880478.000000 Penalty: 3352.644531
	Iteration 94Q: 3 clusters Score -2880478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2880485.000000 Penalty: 3352.644531
	Iteration 95Q: 3 clusters Score -2880485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2880488.250000 Penalty: 3352.644531
	Iteration 96Q: 3 clusters Score -2880488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2880498.500000 Penalty: 3352.644531
	Iteration 97Q: 3 clusters Score -2880498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2880498.750000 Penalty: 3352.644531
	Iteration 98Q: 3 clusters Score -2880499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2880497.750000 Penalty: 3352.644531
	Iteration 99Q: 3 clusters Score -2880498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2880503.250000 Penalty: 3352.644531
	Iteration 100F: 3 clusters Score -2880503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2880504.500000 Penalty: 3352.644531
	Iteration 101Q: 3 clusters Score -2880504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2880506.500000 Penalty: 3352.644531
	Iteration 102Q: 3 clusters Score -2880506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2880505.500000 Penalty: 3352.644531
	Iteration 103Q: 3 clusters Score -2880506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2880506.250000 Penalty: 3352.644531
	Iteration 104Q: 3 clusters Score -2880506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2880507.000000 Penalty: 3352.644531
	Iteration 105Q: 3 clusters Score -2880507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2880508.750000 Penalty: 3352.644531
	Iteration 106Q: 3 clusters Score -2880509 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2880507.500000 Penalty: 3352.644531
	Iteration 107Q: 3 clusters Score -2880508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2880506 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2880506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2880507.250000 Penalty: 3352.644531
	Iteration 110Q: 3 clusters Score -2880507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2880508 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2880510.750000 Penalty: 3352.644531
	Iteration 112Q: 3 clusters Score -2880511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2880510.250000 Penalty: 3352.644531
	Iteration 113Q: 3 clusters Score -2880510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2880510.250000 Penalty: 3352.644531
	Iteration 114Q: 3 clusters Score -2880510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2880509.250000 Penalty: 3352.644531
	Iteration 115Q: 3 clusters Score -2880509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2880509.250000 Penalty: 3352.644531
	Iteration 116F: 3 clusters Score -2880509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -539473.437500 Penalty: 1403.961792
	Iteration 0F: 2 clusters Score -539473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -535147.125000 Penalty: 2807.923584
	Iteration 0F: 3 clusters Score -535147.1 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -536672.937500 Penalty: 2807.923584
	Iteration 1F: 3 clusters Score -536672.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -537153.250000 Penalty: 2807.923584
	Iteration 2F: 3 clusters Score -537153.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -537560.375000 Penalty: 2807.923584
	Iteration 3F: 3 clusters Score -537560.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -537864.812500 Penalty: 2807.923584
	Iteration 4F: 3 clusters Score -537864.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -538053.750000 Penalty: 2807.923584
	Iteration 5F: 3 clusters Score -538053.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -538159.000000 Penalty: 2807.923584
	Iteration 6Q: 3 clusters Score -538159 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -538242.750000 Penalty: 2807.923584
	Iteration 7Q: 3 clusters Score -538242.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -538309.375000 Penalty: 2807.923584
	Iteration 8Q: 3 clusters Score -538309.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -538357.937500 Penalty: 2807.923584
	Iteration 9Q: 3 clusters Score -538357.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -538389.812500 Penalty: 2807.923584
	Iteration 10Q: 3 clusters Score -538389.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -538423.250000 Penalty: 2807.923584
	Iteration 11Q: 3 clusters Score -538423.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -538443.937500 Penalty: 2807.923584
	Iteration 12Q: 3 clusters Score -538443.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -538464.437500 Penalty: 2807.923584
	Iteration 13Q: 3 clusters Score -538464.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -538483.875000 Penalty: 2807.923584
	Iteration 14Q: 3 clusters Score -538483.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -538498.437500 Penalty: 2807.923584
	Iteration 15Q: 3 clusters Score -538498.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -538508.687500 Penalty: 2807.923584
	Iteration 16Q: 3 clusters Score -538508.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -538522.437500 Penalty: 2807.923584
	Iteration 17Q: 3 clusters Score -538522.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -538534.500000 Penalty: 2807.923584
	Iteration 18Q: 3 clusters Score -538534.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -538550.062500 Penalty: 2807.923584
	Iteration 19Q: 3 clusters Score -538550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -538563.437500 Penalty: 2807.923584
	Iteration 20F: 3 clusters Score -538563.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -538576.000000 Penalty: 2807.923584
	Iteration 21Q: 3 clusters Score -538576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -538586.375000 Penalty: 2807.923584
	Iteration 22Q: 3 clusters Score -538586.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -538594.750000 Penalty: 2807.923584
	Iteration 23Q: 3 clusters Score -538594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -538601.562500 Penalty: 2807.923584
	Iteration 24Q: 3 clusters Score -538601.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -538609.312500 Penalty: 2807.923584
	Iteration 25Q: 3 clusters Score -538609.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -538618.312500 Penalty: 2807.923584
	Iteration 26Q: 3 clusters Score -538618.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -538626.625000 Penalty: 2807.923584
	Iteration 27Q: 3 clusters Score -538626.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -538638.687500 Penalty: 2807.923584
	Iteration 28Q: 3 clusters Score -538638.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -538653.500000 Penalty: 2807.923584
	Iteration 29Q: 3 clusters Score -538653.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -538665.062500 Penalty: 2807.923584
	Iteration 30Q: 3 clusters Score -538665.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -538675.000000 Penalty: 2807.923584
	Iteration 31Q: 3 clusters Score -538675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -538691.375000 Penalty: 2807.923584
	Iteration 32Q: 3 clusters Score -538691.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -538716.812500 Penalty: 2807.923584
	Iteration 33Q: 3 clusters Score -538716.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -538735.625000 Penalty: 2807.923584
	Iteration 34Q: 3 clusters Score -538735.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -538754.250000 Penalty: 2807.923584
	Iteration 35Q: 3 clusters Score -538754.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -538769.187500 Penalty: 2807.923584
	Iteration 36Q: 3 clusters Score -538769.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -538781.875000 Penalty: 2807.923584
	Iteration 37Q: 3 clusters Score -538781.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -538792.375000 Penalty: 2807.923584
	Iteration 38Q: 3 clusters Score -538792.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -538802.562500 Penalty: 2807.923584
	Iteration 39Q: 3 clusters Score -538802.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -538810.937500 Penalty: 2807.923584
	Iteration 40F: 3 clusters Score -538810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -538816.500000 Penalty: 2807.923584
	Iteration 41Q: 3 clusters Score -538816.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -538819.437500 Penalty: 2807.923584
	Iteration 42Q: 3 clusters Score -538819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -538820.000000 Penalty: 2807.923584
	Iteration 43Q: 3 clusters Score -538820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -538819.875000 Penalty: 2807.923584
	Iteration 44Q: 3 clusters Score -538819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -538820.812500 Penalty: 2807.923584
	Iteration 45Q: 3 clusters Score -538820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -538820.750000 Penalty: 2807.923584
	Iteration 46Q: 3 clusters Score -538820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -538823.062500 Penalty: 2807.923584
	Iteration 47Q: 3 clusters Score -538823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -538822.437500 Penalty: 2807.923584
	Iteration 48Q: 3 clusters Score -538822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -538824.375000 Penalty: 2807.923584
	Iteration 49Q: 3 clusters Score -538824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -538824.312500 Penalty: 2807.923584
	Iteration 50Q: 3 clusters Score -538824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -538824.937500 Penalty: 2807.923584
	Iteration 51Q: 3 clusters Score -538824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -538825.562500 Penalty: 2807.923584
	Iteration 52Q: 3 clusters Score -538825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -538825.937500 Penalty: 2807.923584
	Iteration 53Q: 3 clusters Score -538825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -538826.812500 Penalty: 2807.923584
	Iteration 54Q: 3 clusters Score -538826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -538826.812500 Penalty: 2807.923584
	Iteration 55F: 3 clusters Score -538826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Entering Unmasked Estep 
Score: -3105999.000000 Penalty: 1674.830688
	Iteration 0F: 2 clusters Score -3105999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3085807.250000 Penalty: 3349.661377
	Iteration 0F: 3 clusters Score -3085807 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3093491.000000 Penalty: 3349.661377
	Iteration 1F: 3 clusters Score -3093491 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3093892.750000 Penalty: 3349.661377
	Iteration 2Q: 3 clusters Score -3093893 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3094284.250000 Penalty: 3349.661377
	Iteration 3Q: 3 clusters Score -3094284 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3094732.000000 Penalty: 3349.661377
	Iteration 4Q: 3 clusters Score -3094732 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3095277.250000 Penalty: 3349.661377
	Iteration 5Q: 3 clusters Score -3095277 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3096051.750000 Penalty: 3349.661377
	Iteration 6F: 3 clusters Score -3096052 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3097142.250000 Penalty: 3349.661377
	Iteration 7F: 3 clusters Score -3097142 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3098660.000000 Penalty: 3349.661377
	Iteration 8F: 3 clusters Score -3098660 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3100314.000000 Penalty: 3349.661377
	Iteration 9F: 3 clusters Score -3100314 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3101801.250000 Penalty: 3349.661377
	Iteration 10F: 3 clusters Score -3101801 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3102894.500000 Penalty: 3349.661377
	Iteration 11Q: 3 clusters Score -3102894 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3103563.500000 Penalty: 3349.661377
	Iteration 12Q: 3 clusters Score -3103564 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3103949.250000 Penalty: 3349.661377
	Iteration 13Q: 3 clusters Score -3103949 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3104197.750000 Penalty: 3349.661377
	Iteration 14Q: 3 clusters Score -3104198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3104309.000000 Penalty: 3349.661377
	Iteration 15Q: 3 clusters Score -3104309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3104379.000000 Penalty: 3349.661377
	Iteration 16Q: 3 clusters Score -3104379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3104429.000000 Penalty: 3349.661377
	Iteration 17Q: 3 clusters Score -3104429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3104457.500000 Penalty: 3349.661377
	Iteration 18Q: 3 clusters Score -3104458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3104468.250000 Penalty: 3349.661377
	Iteration 19Q: 3 clusters Score -3104468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3104491.750000 Penalty: 3349.661377
	Iteration 20F: 3 clusters Score -3104492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -3104513.000000 Penalty: 3349.661377
	Iteration 21Q: 3 clusters Score -3104513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3104526.250000 Penalty: 3349.661377
	Iteration 22Q: 3 clusters Score -3104526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3104532.250000 Penalty: 3349.661377
	Iteration 23Q: 3 clusters Score -3104532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3104537.500000 Penalty: 3349.661377
	Iteration 24Q: 3 clusters Score -3104538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3104544.250000 Penalty: 3349.661377
	Iteration 25Q: 3 clusters Score -3104544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3104546.000000 Penalty: 3349.661377
	Iteration 26Q: 3 clusters Score -3104546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3104547.250000 Penalty: 3349.661377
	Iteration 27Q: 3 clusters Score -3104547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3104545.000000 Penalty: 3349.661377
	Iteration 28Q: 3 clusters Score -3104545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3104545.000000 Penalty: 3349.661377
	Iteration 29F: 3 clusters Score -3104545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Entering Unmasked Estep 
Score: -3928767.750000 Penalty: 1712.786255
	Iteration 0F: 2 clusters Score -3928768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3903388.500000 Penalty: 3425.572510
	Iteration 0F: 3 clusters Score -3903388 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3913350.000000 Penalty: 3425.572510
	Iteration 1F: 3 clusters Score -3913350 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3913828.250000 Penalty: 3425.572510
	Iteration 2Q: 3 clusters Score -3913828 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3914376.500000 Penalty: 3425.572510
	Iteration 3Q: 3 clusters Score -3914376 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3915049.500000 Penalty: 3425.572510
	Iteration 4Q: 3 clusters Score -3915050 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3915947.750000 Penalty: 3425.572510
	Iteration 5Q: 3 clusters Score -3915948 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3917292.750000 Penalty: 3425.572510
	Iteration 6F: 3 clusters Score -3917293 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3919044.500000 Penalty: 3425.572510
	Iteration 7F: 3 clusters Score -3919044 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3921008.250000 Penalty: 3425.572510
	Iteration 8F: 3 clusters Score -3921008 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3922783.500000 Penalty: 3425.572510
	Iteration 9F: 3 clusters Score -3922784 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3923987.250000 Penalty: 3425.572510
	Iteration 10Q: 3 clusters Score -3923987 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3924712.500000 Penalty: 3425.572510
	Iteration 11Q: 3 clusters Score -3924712 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3925262.500000 Penalty: 3425.572510
	Iteration 12Q: 3 clusters Score -3925262 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3925694.250000 Penalty: 3425.572510
	Iteration 13Q: 3 clusters Score -3925694 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3926054.750000 Penalty: 3425.572510
	Iteration 14Q: 3 clusters Score -3926055 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -3926320.750000 Penalty: 3425.572510
	Iteration 15Q: 3 clusters Score -3926321 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3926526.000000 Penalty: 3425.572510
	Iteration 16Q: 3 clusters Score -3926526 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3926669.000000 Penalty: 3425.572510
	Iteration 17Q: 3 clusters Score -3926669 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -3926774.500000 Penalty: 3425.572510
	Iteration 18Q: 3 clusters Score -3926774 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3926872.500000 Penalty: 3425.572510
	Iteration 19Q: 3 clusters Score -3926872 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -3926931.250000 Penalty: 3425.572510
	Iteration 20F: 3 clusters Score -3926931 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3927000.000000 Penalty: 3425.572510
	Iteration 21Q: 3 clusters Score -3927000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3927037.500000 Penalty: 3425.572510
	Iteration 22Q: 3 clusters Score -3927038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -3927062.000000 Penalty: 3425.572510
	Iteration 23Q: 3 clusters Score -3927062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3927098.250000 Penalty: 3425.572510
	Iteration 24Q: 3 clusters Score -3927098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3927122.250000 Penalty: 3425.572510
	Iteration 25Q: 3 clusters Score -3927122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -3927133.750000 Penalty: 3425.572510
	Iteration 26Q: 3 clusters Score -3927134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3927147.250000 Penalty: 3425.572510
	Iteration 27Q: 3 clusters Score -3927147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -3927156.000000 Penalty: 3425.572510
	Iteration 28Q: 3 clusters Score -3927156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -3927168.000000 Penalty: 3425.572510
	Iteration 29Q: 3 clusters Score -3927168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -3927173.250000 Penalty: 3425.572510
	Iteration 30Q: 3 clusters Score -3927173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3927183.750000 Penalty: 3425.572510
	Iteration 31Q: 3 clusters Score -3927184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3927197.000000 Penalty: 3425.572510
	Iteration 32Q: 3 clusters Score -3927197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -3927199.000000 Penalty: 3425.572510
	Iteration 33Q: 3 clusters Score -3927199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -3927200.250000 Penalty: 3425.572510
	Iteration 34Q: 3 clusters Score -3927200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -3927191.500000 Penalty: 3425.572510
	Iteration 35Q: 3 clusters Score -3927192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3927202.250000 Penalty: 3425.572510
	Iteration 36Q: 3 clusters Score -3927202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -3927206.250000 Penalty: 3425.572510
	Iteration 37Q: 3 clusters Score -3927206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3927208.250000 Penalty: 3425.572510
	Iteration 38Q: 3 clusters Score -3927208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3927208.500000 Penalty: 3425.572510
	Iteration 39Q: 3 clusters Score -3927208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -3927203.750000 Penalty: 3425.572510
	Iteration 40F: 3 clusters Score -3927204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -3927204.000000 Penalty: 3425.572510
	Iteration 41Q: 3 clusters Score -3927204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -3927204.000000 Penalty: 3425.572510
	Iteration 42Q: 3 clusters Score -3927204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3927206.250000 Penalty: 3425.572510
	Iteration 43Q: 3 clusters Score -3927206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -3927202.500000 Penalty: 3425.572510
	Iteration 44Q: 3 clusters Score -3927202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -3927202.250000 Penalty: 3425.572510
	Iteration 45Q: 3 clusters Score -3927202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3927200.250000 Penalty: 3425.572510
	Iteration 46Q: 3 clusters Score -3927200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3927200.000000 Penalty: 3425.572510
	Iteration 47Q: 3 clusters Score -3927200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -3927195.500000 Penalty: 3425.572510
	Iteration 48Q: 3 clusters Score -3927196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -3927198.500000 Penalty: 3425.572510
	Iteration 49Q: 3 clusters Score -3927198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3927192.250000 Penalty: 3425.572510
	Iteration 50Q: 3 clusters Score -3927192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3927191.750000 Penalty: 3425.572510
	Iteration 51Q: 3 clusters Score -3927192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3927191.750000 Penalty: 3425.572510
	Iteration 52F: 3 clusters Score -3927192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Entering Unmasked Estep 
Score: -16158893.000000 Penalty: 1942.331787
	Iteration 0F: 2 clusters Score -1.615889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -16058074.000000 Penalty: 3884.663574
	Iteration 0F: 3 clusters Score -1.605807e+07 nChanged 74968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -16102395.000000 Penalty: 3884.663574
	Iteration 1F: 3 clusters Score -1.61024e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -16103426.000000 Penalty: 3884.663574
	Iteration 2Q: 3 clusters Score -1.610343e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -16104846.000000 Penalty: 3884.663574
	Iteration 3Q: 3 clusters Score -1.610485e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -16106711.000000 Penalty: 3884.663574
	Iteration 4Q: 3 clusters Score -1.610671e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -16109428.000000 Penalty: 3884.663574
	Iteration 5Q: 3 clusters Score -1.610943e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -16113049.000000 Penalty: 3884.663574
	Iteration 6F: 3 clusters Score -1.611305e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97201 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -16117780.000000 Penalty: 3884.663574
	Iteration 7F: 3 clusters Score -1.611778e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -16123656.000000 Penalty: 3884.663574
	Iteration 8F: 3 clusters Score -1.612366e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112664 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -16131089.000000 Penalty: 3884.663574
	Iteration 9F: 3 clusters Score -1.613109e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120409 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -16138699.000000 Penalty: 3884.663574
	Iteration 10F: 3 clusters Score -1.61387e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -16145200.000000 Penalty: 3884.663574
	Iteration 11Q: 3 clusters Score -1.61452e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -16149108.000000 Penalty: 3884.663574
	Iteration 12Q: 3 clusters Score -1.614911e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -16151520.000000 Penalty: 3884.663574
	Iteration 13Q: 3 clusters Score -1.615152e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -16153225.000000 Penalty: 3884.663574
	Iteration 14Q: 3 clusters Score -1.615322e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -16154644.000000 Penalty: 3884.663574
	Iteration 15Q: 3 clusters Score -1.615464e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -16155888.000000 Penalty: 3884.663574
	Iteration 16Q: 3 clusters Score -1.615589e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -16156709.000000 Penalty: 3884.663574
	Iteration 17Q: 3 clusters Score -1.615671e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146289 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -16157291.000000 Penalty: 3884.663574
	Iteration 18Q: 3 clusters Score -1.615729e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147592 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -16157728.000000 Penalty: 3884.663574
	Iteration 19Q: 3 clusters Score -1.615773e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -16158043.000000 Penalty: 3884.663574
	Iteration 20F: 3 clusters Score -1.615804e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -16158246.000000 Penalty: 3884.663574
	Iteration 21Q: 3 clusters Score -1.615825e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -16158434.000000 Penalty: 3884.663574
	Iteration 22Q: 3 clusters Score -1.615843e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -16158491.000000 Penalty: 3884.663574
	Iteration 23Q: 3 clusters Score -1.615849e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -16158551.000000 Penalty: 3884.663574
	Iteration 24Q: 3 clusters Score -1.615855e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -16158590.000000 Penalty: 3884.663574
	Iteration 25Q: 3 clusters Score -1.615859e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -16158662.000000 Penalty: 3884.663574
	Iteration 26Q: 3 clusters Score -1.615866e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -16158664.000000 Penalty: 3884.663574
	Iteration 27Q: 3 clusters Score -1.615866e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151941 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -16158657.000000 Penalty: 3884.663574
	Iteration 28Q: 3 clusters Score -1.615866e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16158666.000000 Penalty: 3884.663574
	Iteration 29Q: 3 clusters Score -1.615867e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -16158663.000000 Penalty: 3884.663574
	Iteration 30Q: 3 clusters Score -1.615866e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -16158689.000000 Penalty: 3884.663574
	Iteration 31Q: 3 clusters Score -1.615869e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -16158651.000000 Penalty: 3884.663574
	Iteration 32Q: 3 clusters Score -1.615865e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152423 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -16158640.000000 Penalty: 3884.663574
	Iteration 33Q: 3 clusters Score -1.615864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -16158649.000000 Penalty: 3884.663574
	Iteration 34Q: 3 clusters Score -1.615865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -16158621.000000 Penalty: 3884.663574
	Iteration 35Q: 3 clusters Score -1.615862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152547 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -16158614.000000 Penalty: 3884.663574
	Iteration 36Q: 3 clusters Score -1.615861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152579 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -16158623.000000 Penalty: 3884.663574
	Iteration 37Q: 3 clusters Score -1.615862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -16158621.000000 Penalty: 3884.663574
	Iteration 38Q: 3 clusters Score -1.615862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -16158615.000000 Penalty: 3884.663574
	Iteration 39Q: 3 clusters Score -1.615862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -16158615.000000 Penalty: 3884.663574
	Iteration 40F: 3 clusters Score -1.615862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152644 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16158611.000000 Penalty: 3884.663574
	Iteration 41Q: 3 clusters Score -1.615861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -16158602.000000 Penalty: 3884.663574
	Iteration 42Q: 3 clusters Score -1.61586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -16158619.000000 Penalty: 3884.663574
	Iteration 43Q: 3 clusters Score -1.615862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -16158609.000000 Penalty: 3884.663574
	Iteration 44Q: 3 clusters Score -1.615861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -16158610.000000 Penalty: 3884.663574
	Iteration 45Q: 3 clusters Score -1.615861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152666 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -16158614.000000 Penalty: 3884.663574
	Iteration 46Q: 3 clusters Score -1.615861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -16158618.000000 Penalty: 3884.663574
	Iteration 47Q: 3 clusters Score -1.615862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -16158621.000000 Penalty: 3884.663574
	Iteration 48Q: 3 clusters Score -1.615862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -16158621.000000 Penalty: 3884.663574
	Iteration 49F: 3 clusters Score -1.615862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -845490.250000 Penalty: 1464.867310
	Iteration 0F: 2 clusters Score -845490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -839483.375000 Penalty: 2929.734619
	Iteration 0F: 3 clusters Score -839483.4 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -841363.687500 Penalty: 2929.734619
	Iteration 1F: 3 clusters Score -841363.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -841635.125000 Penalty: 2929.734619
	Iteration 2F: 3 clusters Score -841635.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -841896.375000 Penalty: 2929.734619
	Iteration 3F: 3 clusters Score -841896.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -842117.875000 Penalty: 2929.734619
	Iteration 4F: 3 clusters Score -842117.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -842362.875000 Penalty: 2929.734619
	Iteration 5F: 3 clusters Score -842362.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -842614.000000 Penalty: 2929.734619
	Iteration 6F: 3 clusters Score -842614 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -842883.812500 Penalty: 2929.734619
	Iteration 7Q: 3 clusters Score -842883.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -843175.312500 Penalty: 2929.734619
	Iteration 8Q: 3 clusters Score -843175.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -843443.250000 Penalty: 2929.734619
	Iteration 9Q: 3 clusters Score -843443.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -843653.187500 Penalty: 2929.734619
	Iteration 10Q: 3 clusters Score -843653.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -843827.750000 Penalty: 2929.734619
	Iteration 11Q: 3 clusters Score -843827.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -843949.625000 Penalty: 2929.734619
	Iteration 12Q: 3 clusters Score -843949.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -844037.812500 Penalty: 2929.734619
	Iteration 13Q: 3 clusters Score -844037.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -844095.937500 Penalty: 2929.734619
	Iteration 14Q: 3 clusters Score -844095.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -844135.937500 Penalty: 2929.734619
	Iteration 15Q: 3 clusters Score -844135.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -844178.812500 Penalty: 2929.734619
	Iteration 16Q: 3 clusters Score -844178.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -844216.750000 Penalty: 2929.734619
	Iteration 17Q: 3 clusters Score -844216.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -844254.875000 Penalty: 2929.734619
	Iteration 18Q: 3 clusters Score -844254.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -844275.937500 Penalty: 2929.734619
	Iteration 19Q: 3 clusters Score -844275.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -844286.437500 Penalty: 2929.734619
	Iteration 20F: 3 clusters Score -844286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -844292.625000 Penalty: 2929.734619
	Iteration 21Q: 3 clusters Score -844292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -844297.812500 Penalty: 2929.734619
	Iteration 22Q: 3 clusters Score -844297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -844304.875000 Penalty: 2929.734619
	Iteration 23Q: 3 clusters Score -844304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -844308.312500 Penalty: 2929.734619
	Iteration 24Q: 3 clusters Score -844308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -844312.125000 Penalty: 2929.734619
	Iteration 25Q: 3 clusters Score -844312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -844315.812500 Penalty: 2929.734619
	Iteration 26Q: 3 clusters Score -844315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -844321.812500 Penalty: 2929.734619
	Iteration 27Q: 3 clusters Score -844321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -844329.125000 Penalty: 2929.734619
	Iteration 28Q: 3 clusters Score -844329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -844335.437500 Penalty: 2929.734619
	Iteration 29Q: 3 clusters Score -844335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -844341.875000 Penalty: 2929.734619
	Iteration 30Q: 3 clusters Score -844341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -844352.062500 Penalty: 2929.734619
	Iteration 31Q: 3 clusters Score -844352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -844358.125000 Penalty: 2929.734619
	Iteration 32Q: 3 clusters Score -844358.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -844363.437500 Penalty: 2929.734619
	Iteration 33Q: 3 clusters Score -844363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -844366.562500 Penalty: 2929.734619
	Iteration 34Q: 3 clusters Score -844366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -844367.937500 Penalty: 2929.734619
	Iteration 35Q: 3 clusters Score -844367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -844370.250000 Penalty: 2929.734619
	Iteration 36Q: 3 clusters Score -844370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -844375.250000 Penalty: 2929.734619
	Iteration 37Q: 3 clusters Score -844375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -844382.625000 Penalty: 2929.734619
	Iteration 38Q: 3 clusters Score -844382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -844384.437500 Penalty: 2929.734619
	Iteration 39Q: 3 clusters Score -844384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -844385.687500 Penalty: 2929.734619
	Iteration 40F: 3 clusters Score -844385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -844384.500000 Penalty: 2929.734619
	Iteration 41Q: 3 clusters Score -844384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -844386.250000 Penalty: 2929.734619
	Iteration 42Q: 3 clusters Score -844386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -844388.250000 Penalty: 2929.734619
	Iteration 43Q: 3 clusters Score -844388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -844388.250000 Penalty: 2929.734619
	Iteration 44F: 3 clusters Score -844388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -290262.562500 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -290262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -287556.656250 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -287556.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288453.281250 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -288453.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288833.312500 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -288833.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -289126.812500 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -289126.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -289319.125000 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -289319.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -289438.468750 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -289438.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -289498.000000 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -289498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -289525.812500 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -289525.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -289547.468750 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -289547.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -289561.031250 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -289561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -289568.125000 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -289568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -289573.625000 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -289573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -289578.437500 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -289578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -289581.031250 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -289581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -289582.812500 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -289582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -289584.593750 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -289584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -289588.343750 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -289588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -289589.687500 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -289589.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -289590.468750 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -289590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -289592.031250 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -289592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -289592.031250 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -289592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -143817.687500 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -143817.7 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 848 members 
Entering Unmasked Estep 
Score: -141975.578125 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -141975.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -142520.593750 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -142520.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142742.234375 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -142742.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142904.828125 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -142904.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143050.578125 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -143050.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143226.234375 Penalty: 2408.166016
	Iteration 5F: 3 clusters Score -143226.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -143339.781250 Penalty: 2408.166016
	Iteration 6F: 3 clusters Score -143339.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143408.781250 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -143408.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -143441.437500 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -143441.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -143458.546875 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -143458.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -143473.234375 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -143473.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143482.062500 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -143482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143499.171875 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -143499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143510.265625 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -143510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -143519.625000 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -143519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -143526.375000 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -143526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143529.890625 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -143529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143535.062500 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -143535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143538.921875 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -143538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -143542.437500 Penalty: 2408.166016
	Iteration 19Q: 3 clusters Score -143542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143544.359375 Penalty: 2408.166016
	Iteration 20F: 3 clusters Score -143544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143546.781250 Penalty: 2408.166016
	Iteration 21Q: 3 clusters Score -143546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -143547.421875 Penalty: 2408.166016
	Iteration 22Q: 3 clusters Score -143547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -143547.421875 Penalty: 2408.166016
	Iteration 23F: 3 clusters Score -143547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Entering Unmasked Estep 
Score: -1132442.500000 Penalty: 1509.652222
	Iteration 0F: 2 clusters Score -1132442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1124750.125000 Penalty: 3019.304443
	Iteration 0F: 3 clusters Score -1124750 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1127445.500000 Penalty: 3019.304443
	Iteration 1F: 3 clusters Score -1127446 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1127820.000000 Penalty: 3019.304443
	Iteration 2F: 3 clusters Score -1127820 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1128202.000000 Penalty: 3019.304443
	Iteration 3F: 3 clusters Score -1128202 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1128636.125000 Penalty: 3019.304443
	Iteration 4F: 3 clusters Score -1128636 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1129074.875000 Penalty: 3019.304443
	Iteration 5F: 3 clusters Score -1129075 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1129524.750000 Penalty: 3019.304443
	Iteration 6F: 3 clusters Score -1129525 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1129958.875000 Penalty: 3019.304443
	Iteration 7F: 3 clusters Score -1129959 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1130351.250000 Penalty: 3019.304443
	Iteration 8Q: 3 clusters Score -1130351 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1130680.375000 Penalty: 3019.304443
	Iteration 9Q: 3 clusters Score -1130680 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1130967.750000 Penalty: 3019.304443
	Iteration 10Q: 3 clusters Score -1130968 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1131199.000000 Penalty: 3019.304443
	Iteration 11Q: 3 clusters Score -1131199 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1131307.625000 Penalty: 3019.304443
	Iteration 12Q: 3 clusters Score -1131308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1131357.000000 Penalty: 3019.304443
	Iteration 13Q: 3 clusters Score -1131357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1131382.875000 Penalty: 3019.304443
	Iteration 14Q: 3 clusters Score -1131383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1131405.875000 Penalty: 3019.304443
	Iteration 15Q: 3 clusters Score -1131406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1131419.000000 Penalty: 3019.304443
	Iteration 16Q: 3 clusters Score -1131419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1131428.000000 Penalty: 3019.304443
	Iteration 17Q: 3 clusters Score -1131428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1131434.500000 Penalty: 3019.304443
	Iteration 18Q: 3 clusters Score -1131434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1131442.250000 Penalty: 3019.304443
	Iteration 19Q: 3 clusters Score -1131442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1131455.000000 Penalty: 3019.304443
	Iteration 20F: 3 clusters Score -1131455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1131464.125000 Penalty: 3019.304443
	Iteration 21Q: 3 clusters Score -1131464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1131481.875000 Penalty: 3019.304443
	Iteration 22Q: 3 clusters Score -1131482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1131501.375000 Penalty: 3019.304443
	Iteration 23Q: 3 clusters Score -1131501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1131542.375000 Penalty: 3019.304443
	Iteration 24Q: 3 clusters Score -1131542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1131606.875000 Penalty: 3019.304443
	Iteration 25Q: 3 clusters Score -1131607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1131649.375000 Penalty: 3019.304443
	Iteration 26Q: 3 clusters Score -1131649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1131669.875000 Penalty: 3019.304443
	Iteration 27Q: 3 clusters Score -1131670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1131684.875000 Penalty: 3019.304443
	Iteration 28Q: 3 clusters Score -1131685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1131703.875000 Penalty: 3019.304443
	Iteration 29Q: 3 clusters Score -1131704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1131713.750000 Penalty: 3019.304443
	Iteration 30Q: 3 clusters Score -1131714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1131718.250000 Penalty: 3019.304443
	Iteration 31Q: 3 clusters Score -1131718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1131720.750000 Penalty: 3019.304443
	Iteration 32Q: 3 clusters Score -1131721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1131727.250000 Penalty: 3019.304443
	Iteration 33Q: 3 clusters Score -1131727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1131730.250000 Penalty: 3019.304443
	Iteration 34Q: 3 clusters Score -1131730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1131732.750000 Penalty: 3019.304443
	Iteration 35Q: 3 clusters Score -1131733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1131736.875000 Penalty: 3019.304443
	Iteration 36Q: 3 clusters Score -1131737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1131735.875000 Penalty: 3019.304443
	Iteration 37Q: 3 clusters Score -1131736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1131738.500000 Penalty: 3019.304443
	Iteration 38Q: 3 clusters Score -1131738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1131739.125000 Penalty: 3019.304443
	Iteration 39Q: 3 clusters Score -1131739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1131739.250000 Penalty: 3019.304443
	Iteration 40F: 3 clusters Score -1131739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1131739.625000 Penalty: 3019.304443
	Iteration 41Q: 3 clusters Score -1131740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1131739.625000 Penalty: 3019.304443
	Iteration 42F: 3 clusters Score -1131740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -536432.687500 Penalty: 1397.838989
	Iteration 0F: 2 clusters Score -536432.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -532173.250000 Penalty: 2795.677979
	Iteration 0F: 3 clusters Score -532173.2 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -533425.500000 Penalty: 2795.677979
	Iteration 1F: 3 clusters Score -533425.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -533749.937500 Penalty: 2795.677979
	Iteration 2F: 3 clusters Score -533749.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -534013.875000 Penalty: 2795.677979
	Iteration 3F: 3 clusters Score -534013.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -534228.062500 Penalty: 2795.677979
	Iteration 4F: 3 clusters Score -534228.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -534402.000000 Penalty: 2795.677979
	Iteration 5F: 3 clusters Score -534402 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -534551.125000 Penalty: 2795.677979
	Iteration 6Q: 3 clusters Score -534551.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -534663.937500 Penalty: 2795.677979
	Iteration 7Q: 3 clusters Score -534663.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -534788.812500 Penalty: 2795.677979
	Iteration 8Q: 3 clusters Score -534788.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -534904.062500 Penalty: 2795.677979
	Iteration 9Q: 3 clusters Score -534904.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -535010.312500 Penalty: 2795.677979
	Iteration 10Q: 3 clusters Score -535010.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -535101.687500 Penalty: 2795.677979
	Iteration 11Q: 3 clusters Score -535101.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -535190.250000 Penalty: 2795.677979
	Iteration 12Q: 3 clusters Score -535190.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -535265.812500 Penalty: 2795.677979
	Iteration 13Q: 3 clusters Score -535265.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -535320.312500 Penalty: 2795.677979
	Iteration 14Q: 3 clusters Score -535320.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -535354.375000 Penalty: 2795.677979
	Iteration 15Q: 3 clusters Score -535354.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -535366.250000 Penalty: 2795.677979
	Iteration 16Q: 3 clusters Score -535366.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -535377.187500 Penalty: 2795.677979
	Iteration 17Q: 3 clusters Score -535377.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -535382.312500 Penalty: 2795.677979
	Iteration 18Q: 3 clusters Score -535382.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -535392.750000 Penalty: 2795.677979
	Iteration 19Q: 3 clusters Score -535392.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -535398.250000 Penalty: 2795.677979
	Iteration 20F: 3 clusters Score -535398.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -535405.375000 Penalty: 2795.677979
	Iteration 21Q: 3 clusters Score -535405.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -535412.000000 Penalty: 2795.677979
	Iteration 22Q: 3 clusters Score -535412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -535417.250000 Penalty: 2795.677979
	Iteration 23Q: 3 clusters Score -535417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -535421.750000 Penalty: 2795.677979
	Iteration 24Q: 3 clusters Score -535421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -535424.187500 Penalty: 2795.677979
	Iteration 25Q: 3 clusters Score -535424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -535427.750000 Penalty: 2795.677979
	Iteration 26Q: 3 clusters Score -535427.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -535431.625000 Penalty: 2795.677979
	Iteration 27Q: 3 clusters Score -535431.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -535437.062500 Penalty: 2795.677979
	Iteration 28Q: 3 clusters Score -535437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -535440.062500 Penalty: 2795.677979
	Iteration 29Q: 3 clusters Score -535440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -535442.500000 Penalty: 2795.677979
	Iteration 30Q: 3 clusters Score -535442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -535445.375000 Penalty: 2795.677979
	Iteration 31Q: 3 clusters Score -535445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -535449.187500 Penalty: 2795.677979
	Iteration 32Q: 3 clusters Score -535449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -535451.875000 Penalty: 2795.677979
	Iteration 33Q: 3 clusters Score -535451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535452.500000 Penalty: 2795.677979
	Iteration 34Q: 3 clusters Score -535452.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535454.250000 Penalty: 2795.677979
	Iteration 35Q: 3 clusters Score -535454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -535455.812500 Penalty: 2795.677979
	Iteration 36Q: 3 clusters Score -535455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -535456.437500 Penalty: 2795.677979
	Iteration 37Q: 3 clusters Score -535456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -535457.437500 Penalty: 2795.677979
	Iteration 38Q: 3 clusters Score -535457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -535458.375000 Penalty: 2795.677979
	Iteration 39Q: 3 clusters Score -535458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -535460.562500 Penalty: 2795.677979
	Iteration 40F: 3 clusters Score -535460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -535461.062500 Penalty: 2795.677979
	Iteration 41Q: 3 clusters Score -535461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -535461.250000 Penalty: 2795.677979
	Iteration 42Q: 3 clusters Score -535461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -535462.250000 Penalty: 2795.677979
	Iteration 43Q: 3 clusters Score -535462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -535462.750000 Penalty: 2795.677979
	Iteration 44Q: 3 clusters Score -535462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -535463.125000 Penalty: 2795.677979
	Iteration 45Q: 3 clusters Score -535463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -535463.750000 Penalty: 2795.677979
	Iteration 46Q: 3 clusters Score -535463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -535463.625000 Penalty: 2795.677979
	Iteration 47Q: 3 clusters Score -535463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -535463.625000 Penalty: 2795.677979
	Iteration 48Q: 3 clusters Score -535463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -535463.500000 Penalty: 2795.677979
	Iteration 49Q: 3 clusters Score -535463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -535464.312500 Penalty: 2795.677979
	Iteration 50Q: 3 clusters Score -535464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -535464.687500 Penalty: 2795.677979
	Iteration 51Q: 3 clusters Score -535464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -535465.250000 Penalty: 2795.677979
	Iteration 52Q: 3 clusters Score -535465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -535465.250000 Penalty: 2795.677979
	Iteration 53F: 3 clusters Score -535465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -514599.468750 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514599.5 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -515803.093750 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515803.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -516109.937500 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -516109.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -516406.375000 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516406.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -516685.718750 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -516685.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -516936.406250 Penalty: 2782.952637
	Iteration 5F: 3 clusters Score -516936.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -517181.875000 Penalty: 2782.952637
	Iteration 6F: 3 clusters Score -517181.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -517412.437500 Penalty: 2782.952637
	Iteration 7F: 3 clusters Score -517412.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -517576.500000 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -517576.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -517703.250000 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -517703.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -517786.781250 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -517786.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -517844.156250 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517844.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -517890.562500 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517890.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -517927.625000 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517927.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -517947.093750 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -517947.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -517963.343750 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -517963.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -517974.718750 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -517974.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -517981.781250 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -517981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -517986.281250 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -517986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -517989.156250 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -517989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -517991.156250 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -517991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -517991.593750 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -517991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -517991.656250 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -517991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -517991.656250 Penalty: 2782.952637
	Iteration 23F: 3 clusters Score -517991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -399685.031250 Penalty: 1353.373291
	Iteration 0F: 2 clusters Score -399685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -396278.781250 Penalty: 2706.746582
	Iteration 0F: 3 clusters Score -396278.8 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -397119.937500 Penalty: 2706.746582
	Iteration 1F: 3 clusters Score -397119.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -397300.000000 Penalty: 2706.746582
	Iteration 2F: 3 clusters Score -397300 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -397429.656250 Penalty: 2706.746582
	Iteration 3F: 3 clusters Score -397429.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -397509.250000 Penalty: 2706.746582
	Iteration 4Q: 3 clusters Score -397509.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -397578.281250 Penalty: 2706.746582
	Iteration 5Q: 3 clusters Score -397578.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -397645.906250 Penalty: 2706.746582
	Iteration 6Q: 3 clusters Score -397645.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -397720.812500 Penalty: 2706.746582
	Iteration 7Q: 3 clusters Score -397720.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -397829.937500 Penalty: 2706.746582
	Iteration 8Q: 3 clusters Score -397829.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -397976.500000 Penalty: 2706.746582
	Iteration 9Q: 3 clusters Score -397976.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -398131.000000 Penalty: 2706.746582
	Iteration 10Q: 3 clusters Score -398131 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398297.656250 Penalty: 2706.746582
	Iteration 11Q: 3 clusters Score -398297.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -398464.718750 Penalty: 2706.746582
	Iteration 12Q: 3 clusters Score -398464.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -398640.031250 Penalty: 2706.746582
	Iteration 13Q: 3 clusters Score -398640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -398788.968750 Penalty: 2706.746582
	Iteration 14Q: 3 clusters Score -398789 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -398894.562500 Penalty: 2706.746582
	Iteration 15Q: 3 clusters Score -398894.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -398960.343750 Penalty: 2706.746582
	Iteration 16Q: 3 clusters Score -398960.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -399004.218750 Penalty: 2706.746582
	Iteration 17Q: 3 clusters Score -399004.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -399045.625000 Penalty: 2706.746582
	Iteration 18Q: 3 clusters Score -399045.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -399075.906250 Penalty: 2706.746582
	Iteration 19Q: 3 clusters Score -399075.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -399102.625000 Penalty: 2706.746582
	Iteration 20F: 3 clusters Score -399102.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -399122.625000 Penalty: 2706.746582
	Iteration 21Q: 3 clusters Score -399122.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -399136.781250 Penalty: 2706.746582
	Iteration 22Q: 3 clusters Score -399136.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -399146.593750 Penalty: 2706.746582
	Iteration 23Q: 3 clusters Score -399146.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -399157.468750 Penalty: 2706.746582
	Iteration 24Q: 3 clusters Score -399157.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -399165.500000 Penalty: 2706.746582
	Iteration 25Q: 3 clusters Score -399165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -399171.906250 Penalty: 2706.746582
	Iteration 26Q: 3 clusters Score -399171.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -399182.531250 Penalty: 2706.746582
	Iteration 27Q: 3 clusters Score -399182.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -399191.062500 Penalty: 2706.746582
	Iteration 28Q: 3 clusters Score -399191.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -399196.875000 Penalty: 2706.746582
	Iteration 29Q: 3 clusters Score -399196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -399201.593750 Penalty: 2706.746582
	Iteration 30Q: 3 clusters Score -399201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -399204.125000 Penalty: 2706.746582
	Iteration 31Q: 3 clusters Score -399204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -399207.187500 Penalty: 2706.746582
	Iteration 32Q: 3 clusters Score -399207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -399207.750000 Penalty: 2706.746582
	Iteration 33Q: 3 clusters Score -399207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -399210.968750 Penalty: 2706.746582
	Iteration 34Q: 3 clusters Score -399211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -399213.875000 Penalty: 2706.746582
	Iteration 35Q: 3 clusters Score -399213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -399216.406250 Penalty: 2706.746582
	Iteration 36Q: 3 clusters Score -399216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -399220.875000 Penalty: 2706.746582
	Iteration 37Q: 3 clusters Score -399220.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -399225.906250 Penalty: 2706.746582
	Iteration 38Q: 3 clusters Score -399225.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -399233.406250 Penalty: 2706.746582
	Iteration 39Q: 3 clusters Score -399233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -399238.218750 Penalty: 2706.746582
	Iteration 40F: 3 clusters Score -399238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -399240.468750 Penalty: 2706.746582
	Iteration 41Q: 3 clusters Score -399240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -399243.812500 Penalty: 2706.746582
	Iteration 42Q: 3 clusters Score -399243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -399247.343750 Penalty: 2706.746582
	Iteration 43Q: 3 clusters Score -399247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -399250.031250 Penalty: 2706.746582
	Iteration 44Q: 3 clusters Score -399250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -399251.312500 Penalty: 2706.746582
	Iteration 45Q: 3 clusters Score -399251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -399252.656250 Penalty: 2706.746582
	Iteration 46Q: 3 clusters Score -399252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -399256.375000 Penalty: 2706.746582
	Iteration 47Q: 3 clusters Score -399256.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -399259.968750 Penalty: 2706.746582
	Iteration 48Q: 3 clusters Score -399260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -399262.750000 Penalty: 2706.746582
	Iteration 49Q: 3 clusters Score -399262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399264.375000 Penalty: 2706.746582
	Iteration 50Q: 3 clusters Score -399264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -399265.906250 Penalty: 2706.746582
	Iteration 51Q: 3 clusters Score -399265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -399266.562500 Penalty: 2706.746582
	Iteration 52Q: 3 clusters Score -399266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399267.250000 Penalty: 2706.746582
	Iteration 53Q: 3 clusters Score -399267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -399267.437500 Penalty: 2706.746582
	Iteration 54Q: 3 clusters Score -399267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -399268.781250 Penalty: 2706.746582
	Iteration 55Q: 3 clusters Score -399268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -399269.625000 Penalty: 2706.746582
	Iteration 56Q: 3 clusters Score -399269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -399268.937500 Penalty: 2706.746582
	Iteration 57Q: 3 clusters Score -399268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -399270.500000 Penalty: 2706.746582
	Iteration 58Q: 3 clusters Score -399270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -399270.906250 Penalty: 2706.746582
	Iteration 59Q: 3 clusters Score -399270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -399271.656250 Penalty: 2706.746582
	Iteration 60F: 3 clusters Score -399271.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -398992.937500 Penalty: 1349.400024
	Iteration 0F: 2 clusters Score -398992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -395625.687500 Penalty: 2698.800049
	Iteration 0F: 3 clusters Score -395625.7 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -396570.843750 Penalty: 2698.800049
	Iteration 1F: 3 clusters Score -396570.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -396744.656250 Penalty: 2698.800049
	Iteration 2F: 3 clusters Score -396744.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -396857.531250 Penalty: 2698.800049
	Iteration 3F: 3 clusters Score -396857.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -396957.281250 Penalty: 2698.800049
	Iteration 4Q: 3 clusters Score -396957.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -397065.562500 Penalty: 2698.800049
	Iteration 5Q: 3 clusters Score -397065.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -397145.250000 Penalty: 2698.800049
	Iteration 6Q: 3 clusters Score -397145.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -397221.031250 Penalty: 2698.800049
	Iteration 7Q: 3 clusters Score -397221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -397291.593750 Penalty: 2698.800049
	Iteration 8Q: 3 clusters Score -397291.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -397365.750000 Penalty: 2698.800049
	Iteration 9Q: 3 clusters Score -397365.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -397435.937500 Penalty: 2698.800049
	Iteration 10Q: 3 clusters Score -397435.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -397494.468750 Penalty: 2698.800049
	Iteration 11Q: 3 clusters Score -397494.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -397540.656250 Penalty: 2698.800049
	Iteration 12Q: 3 clusters Score -397540.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -397577.781250 Penalty: 2698.800049
	Iteration 13Q: 3 clusters Score -397577.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -397618.843750 Penalty: 2698.800049
	Iteration 14Q: 3 clusters Score -397618.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -397654.156250 Penalty: 2698.800049
	Iteration 15Q: 3 clusters Score -397654.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -397694.312500 Penalty: 2698.800049
	Iteration 16Q: 3 clusters Score -397694.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -397731.031250 Penalty: 2698.800049
	Iteration 17Q: 3 clusters Score -397731 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -397766.375000 Penalty: 2698.800049
	Iteration 18Q: 3 clusters Score -397766.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -397798.656250 Penalty: 2698.800049
	Iteration 19Q: 3 clusters Score -397798.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -397826.000000 Penalty: 2698.800049
	Iteration 20F: 3 clusters Score -397826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -397850.375000 Penalty: 2698.800049
	Iteration 21Q: 3 clusters Score -397850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -397875.875000 Penalty: 2698.800049
	Iteration 22Q: 3 clusters Score -397875.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -397900.812500 Penalty: 2698.800049
	Iteration 23Q: 3 clusters Score -397900.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -397925.562500 Penalty: 2698.800049
	Iteration 24Q: 3 clusters Score -397925.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -397947.906250 Penalty: 2698.800049
	Iteration 25Q: 3 clusters Score -397947.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -397960.406250 Penalty: 2698.800049
	Iteration 26Q: 3 clusters Score -397960.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -397972.968750 Penalty: 2698.800049
	Iteration 27Q: 3 clusters Score -397973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -397984.031250 Penalty: 2698.800049
	Iteration 28Q: 3 clusters Score -397984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -398002.656250 Penalty: 2698.800049
	Iteration 29Q: 3 clusters Score -398002.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -398017.437500 Penalty: 2698.800049
	Iteration 30Q: 3 clusters Score -398017.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -398030.406250 Penalty: 2698.800049
	Iteration 31Q: 3 clusters Score -398030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -398042.468750 Penalty: 2698.800049
	Iteration 32Q: 3 clusters Score -398042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -398053.562500 Penalty: 2698.800049
	Iteration 33Q: 3 clusters Score -398053.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -398060.156250 Penalty: 2698.800049
	Iteration 34Q: 3 clusters Score -398060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -398066.593750 Penalty: 2698.800049
	Iteration 35Q: 3 clusters Score -398066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -398075.218750 Penalty: 2698.800049
	Iteration 36Q: 3 clusters Score -398075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -398083.312500 Penalty: 2698.800049
	Iteration 37Q: 3 clusters Score -398083.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -398098.531250 Penalty: 2698.800049
	Iteration 38Q: 3 clusters Score -398098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -398124.843750 Penalty: 2698.800049
	Iteration 39Q: 3 clusters Score -398124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -398140.531250 Penalty: 2698.800049
	Iteration 40F: 3 clusters Score -398140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -398146.875000 Penalty: 2698.800049
	Iteration 41Q: 3 clusters Score -398146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -398152.531250 Penalty: 2698.800049
	Iteration 42Q: 3 clusters Score -398152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -398155.312500 Penalty: 2698.800049
	Iteration 43Q: 3 clusters Score -398155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -398158.218750 Penalty: 2698.800049
	Iteration 44Q: 3 clusters Score -398158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -398159.531250 Penalty: 2698.800049
	Iteration 45Q: 3 clusters Score -398159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -398159.218750 Penalty: 2698.800049
	Iteration 46Q: 3 clusters Score -398159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -398160.375000 Penalty: 2698.800049
	Iteration 47Q: 3 clusters Score -398160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -398160.375000 Penalty: 2698.800049
	Iteration 48F: 3 clusters Score -398160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Entering Unmasked Estep 
Score: -8422621.000000 Penalty: 1835.274658
	Iteration 0F: 2 clusters Score -8422621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8369001.000000 Penalty: 3670.549316
	Iteration 0F: 3 clusters Score -8369001 nChanged 38184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8390553.000000 Penalty: 3670.549316
	Iteration 1F: 3 clusters Score -8390553 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -8391193.000000 Penalty: 3670.549316
	Iteration 2Q: 3 clusters Score -8391193 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -8391929.000000 Penalty: 3670.549316
	Iteration 3Q: 3 clusters Score -8391929 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8392970.000000 Penalty: 3670.549316
	Iteration 4Q: 3 clusters Score -8392970 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -8394481.000000 Penalty: 3670.549316
	Iteration 5Q: 3 clusters Score -8394481 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -8396763.000000 Penalty: 3670.549316
	Iteration 6F: 3 clusters Score -8396763 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -8400333.000000 Penalty: 3670.549316
	Iteration 7F: 3 clusters Score -8400333 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -8405246.000000 Penalty: 3670.549316
	Iteration 8F: 3 clusters Score -8405246 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -8410642.000000 Penalty: 3670.549316
	Iteration 9F: 3 clusters Score -8410642 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -8415418.000000 Penalty: 3670.549316
	Iteration 10F: 3 clusters Score -8415418 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -8418306.000000 Penalty: 3670.549316
	Iteration 11Q: 3 clusters Score -8418306 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -8419793.000000 Penalty: 3670.549316
	Iteration 12Q: 3 clusters Score -8419793 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -8420446.000000 Penalty: 3670.549316
	Iteration 13Q: 3 clusters Score -8420446 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -8420752.000000 Penalty: 3670.549316
	Iteration 14Q: 3 clusters Score -8420752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -8420851.000000 Penalty: 3670.549316
	Iteration 15Q: 3 clusters Score -8420851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -8420904.000000 Penalty: 3670.549316
	Iteration 16Q: 3 clusters Score -8420904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -8420941.000000 Penalty: 3670.549316
	Iteration 17Q: 3 clusters Score -8420941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -8420968.000000 Penalty: 3670.549316
	Iteration 18Q: 3 clusters Score -8420968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -8420993.000000 Penalty: 3670.549316
	Iteration 19Q: 3 clusters Score -8420993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -8420991.000000 Penalty: 3670.549316
	Iteration 20F: 3 clusters Score -8420991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -8420995.000000 Penalty: 3670.549316
	Iteration 21Q: 3 clusters Score -8420995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -8421003.000000 Penalty: 3670.549316
	Iteration 22Q: 3 clusters Score -8421003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -8421008.000000 Penalty: 3670.549316
	Iteration 23Q: 3 clusters Score -8421008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -8421011.000000 Penalty: 3670.549316
	Iteration 24Q: 3 clusters Score -8421011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -8421014.000000 Penalty: 3670.549316
	Iteration 25Q: 3 clusters Score -8421014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -8421019.000000 Penalty: 3670.549316
	Iteration 26Q: 3 clusters Score -8421019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -8421024.000000 Penalty: 3670.549316
	Iteration 27Q: 3 clusters Score -8421024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -8421017.000000 Penalty: 3670.549316
	Iteration 28Q: 3 clusters Score -8421017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -8421020.000000 Penalty: 3670.549316
	Iteration 29Q: 3 clusters Score -8421020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -8421024.000000 Penalty: 3670.549316
	Iteration 30Q: 3 clusters Score -8421024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -8421027.000000 Penalty: 3670.549316
	Iteration 31Q: 3 clusters Score -8421027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -8421031.000000 Penalty: 3670.549316
	Iteration 32Q: 3 clusters Score -8421031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -8421031.000000 Penalty: 3670.549316
	Iteration 33F: 3 clusters Score -8421031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -551161.125000 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -551161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -546854.687500 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -546854.7 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -548195.562500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -548195.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -548539.750000 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -548539.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -548873.437500 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -548873.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -549276.562500 Penalty: 2801.301270
	Iteration 4F: 3 clusters Score -549276.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -549772.375000 Penalty: 2801.301270
	Iteration 5F: 3 clusters Score -549772.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -550221.562500 Penalty: 2801.301270
	Iteration 6F: 3 clusters Score -550221.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -550551.250000 Penalty: 2801.301270
	Iteration 7F: 3 clusters Score -550551.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -550747.625000 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -550747.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -550882.312500 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -550882.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -550982.625000 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -550982.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -551056.375000 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -551056.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -551097.625000 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -551097.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -551119.750000 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -551119.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -551135.625000 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -551135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -551146.750000 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -551146.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -551154.500000 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -551154.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -551164.500000 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -551164.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -551172.937500 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -551172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -551176.375000 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -551176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -551183.187500 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -551183.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -551187.562500 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -551187.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -551190.750000 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -551190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -551191.187500 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -551191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -551194.187500 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -551194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -551194.250000 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -551194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -551195.687500 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -551195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -551197.000000 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -551197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -551196.625000 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -551196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -551196.875000 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -551196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -551199.062500 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -551199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -551200.250000 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -551200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -551200.562500 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -551200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -551200.812500 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -551200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -551202.437500 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -551202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -551206.625000 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -551206.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -551211.812500 Penalty: 2801.301270
	Iteration 36Q: 3 clusters Score -551211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -551212.750000 Penalty: 2801.301270
	Iteration 37Q: 3 clusters Score -551212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -551218.437500 Penalty: 2801.301270
	Iteration 38Q: 3 clusters Score -551218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -551222.250000 Penalty: 2801.301270
	Iteration 39Q: 3 clusters Score -551222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -551222.812500 Penalty: 2801.301270
	Iteration 40F: 3 clusters Score -551222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -551223.500000 Penalty: 2801.301270
	Iteration 41Q: 3 clusters Score -551223.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -551226.375000 Penalty: 2801.301270
	Iteration 42Q: 3 clusters Score -551226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -551225.937500 Penalty: 2801.301270
	Iteration 43Q: 3 clusters Score -551225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -551226.687500 Penalty: 2801.301270
	Iteration 44Q: 3 clusters Score -551226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -551228.187500 Penalty: 2801.301270
	Iteration 45Q: 3 clusters Score -551228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -551229.125000 Penalty: 2801.301270
	Iteration 46Q: 3 clusters Score -551229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -551230.687500 Penalty: 2801.301270
	Iteration 47Q: 3 clusters Score -551230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -551232.187500 Penalty: 2801.301270
	Iteration 48Q: 3 clusters Score -551232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -551233.125000 Penalty: 2801.301270
	Iteration 49Q: 3 clusters Score -551233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -551232.562500 Penalty: 2801.301270
	Iteration 50Q: 3 clusters Score -551232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -551233.375000 Penalty: 2801.301270
	Iteration 51Q: 3 clusters Score -551233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -551232.812500 Penalty: 2801.301270
	Iteration 52Q: 3 clusters Score -551232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -551233.687500 Penalty: 2801.301270
	Iteration 53Q: 3 clusters Score -551233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -551235.125000 Penalty: 2801.301270
	Iteration 54Q: 3 clusters Score -551235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -551234.812500 Penalty: 2801.301270
	Iteration 55Q: 3 clusters Score -551234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -551234.812500 Penalty: 2801.301270
	Iteration 56F: 3 clusters Score -551234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 95260 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29598 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 1712 members 
Entering Unmasked Estep 
Score: -154066432.000000 Penalty: 113419.390625
Splitting cluster 30 changes total score from -154067664.000000 to -154066432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (95260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Entering Unmasked Estep 
Score: -9981645.000000 Penalty: 1862.959351
	Iteration 0F: 2 clusters Score -9981645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -9918134.000000 Penalty: 3725.918701
	Iteration 0F: 3 clusters Score -9918134 nChanged 45597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -9944328.000000 Penalty: 3725.918701
	Iteration 1F: 3 clusters Score -9944328 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9944800.000000 Penalty: 3725.918701
	Iteration 2Q: 3 clusters Score -9944800 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -9945235.000000 Penalty: 3725.918701
	Iteration 3Q: 3 clusters Score -9945235 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9945714.000000 Penalty: 3725.918701
	Iteration 4Q: 3 clusters Score -9945714 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -9946286.000000 Penalty: 3725.918701
	Iteration 5Q: 3 clusters Score -9946286 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -9947369.000000 Penalty: 3725.918701
	Iteration 6Q: 3 clusters Score -9947369 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -9949121.000000 Penalty: 3725.918701
	Iteration 7Q: 3 clusters Score -9949121 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -9952437.000000 Penalty: 3725.918701
	Iteration 8F: 3 clusters Score -9952437 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -9957830.000000 Penalty: 3725.918701
	Iteration 9F: 3 clusters Score -9957830 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -9965116.000000 Penalty: 3725.918701
	Iteration 10F: 3 clusters Score -9965116 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -9972014.000000 Penalty: 3725.918701
	Iteration 11F: 3 clusters Score -9972014 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -9976643.000000 Penalty: 3725.918701
	Iteration 12F: 3 clusters Score -9976643 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -9978796.000000 Penalty: 3725.918701
	Iteration 13Q: 3 clusters Score -9978796 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -9979536.000000 Penalty: 3725.918701
	Iteration 14Q: 3 clusters Score -9979536 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -9979772.000000 Penalty: 3725.918701
	Iteration 15Q: 3 clusters Score -9979772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -9979906.000000 Penalty: 3725.918701
	Iteration 16Q: 3 clusters Score -9979906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -9979930.000000 Penalty: 3725.918701
	Iteration 17Q: 3 clusters Score -9979930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -9979960.000000 Penalty: 3725.918701
	Iteration 18Q: 3 clusters Score -9979960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -9979965.000000 Penalty: 3725.918701
	Iteration 19Q: 3 clusters Score -9979965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -9979978.000000 Penalty: 3725.918701
	Iteration 20F: 3 clusters Score -9979978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -9979984.000000 Penalty: 3725.918701
	Iteration 21Q: 3 clusters Score -9979984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -9979992.000000 Penalty: 3725.918701
	Iteration 22Q: 3 clusters Score -9979992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -9979998.000000 Penalty: 3725.918701
	Iteration 23Q: 3 clusters Score -9979998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -9979998.000000 Penalty: 3725.918701
	Iteration 24Q: 3 clusters Score -9979998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -9980001.000000 Penalty: 3725.918701
	Iteration 25Q: 3 clusters Score -9980001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -9980010.000000 Penalty: 3725.918701
	Iteration 26Q: 3 clusters Score -9980010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -9980010.000000 Penalty: 3725.918701
	Iteration 27Q: 3 clusters Score -9980010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -9980010.000000 Penalty: 3725.918701
	Iteration 28F: 3 clusters Score -9980010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -302962.531250 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302962.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -303788.031250 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -303788 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -304342.937500 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -304342.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -304755.531250 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -304755.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -305052.593750 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -305052.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -305321.406250 Penalty: 2610.728027
	Iteration 5F: 3 clusters Score -305321.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -305530.250000 Penalty: 2610.728027
	Iteration 6F: 3 clusters Score -305530.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -305680.562500 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305680.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -305777.687500 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305777.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -305861.593750 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -305861.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -305912.468750 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -305912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -305952.468750 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -305952.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -305993.656250 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -305993.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -306029.812500 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -306029.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -306057.750000 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -306057.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -306085.687500 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -306085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -306109.593750 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -306109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -306123.531250 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -306123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -306142.156250 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -306142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -306165.375000 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -306165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -306179.156250 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -306179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -306191.906250 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -306191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -306198.937500 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -306198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -306203.968750 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -306204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -306205.718750 Penalty: 2610.728027
	Iteration 24Q: 3 clusters Score -306205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -306207.812500 Penalty: 2610.728027
	Iteration 25Q: 3 clusters Score -306207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -306207.812500 Penalty: 2610.728027
	Iteration 26F: 3 clusters Score -306207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95260 members 
Mstep: Class 32 contains 2632 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29598 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 449 members 
Entering Unmasked Estep 
Score: -154066832.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067664.000000 to -154066832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -258390.468750 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -258390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -255802.078125 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -255802.1 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -256596.515625 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -256596.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -256906.515625 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -256906.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -257152.906250 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -257152.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -257389.250000 Penalty: 2582.420654
	Iteration 4F: 3 clusters Score -257389.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -257650.625000 Penalty: 2582.420654
	Iteration 5F: 3 clusters Score -257650.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -257853.484375 Penalty: 2582.420654
	Iteration 6F: 3 clusters Score -257853.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -257988.515625 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -257988.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258081.750000 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -258081.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -258129.078125 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -258129.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -258160.171875 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -258160.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -258177.046875 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -258177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -258185.265625 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -258185.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -258191.625000 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -258191.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -258197.046875 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -258197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -258199.281250 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -258199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -258200.515625 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -258200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -258204.171875 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -258204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -258205.859375 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -258205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -258206.265625 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -258206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -258206.265625 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -258206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -162989.343750 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -162989.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -161003.046875 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -161003 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -161754.359375 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -161754.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -162097.718750 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -162097.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -162276.031250 Penalty: 2459.891113
	Iteration 3F: 3 clusters Score -162276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -162376.203125 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -162376.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162420.031250 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -162420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -162456.328125 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -162456.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -162478.562500 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -162478.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -162500.843750 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -162500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -162526.906250 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -162526.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -162547.515625 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -162547.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -162563.078125 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -162563.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -162569.203125 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -162569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -162574.687500 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -162574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -162578.578125 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -162578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -162580.515625 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -162580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -162581.828125 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -162581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -162581.828125 Penalty: 2459.891113
	Iteration 17F: 3 clusters Score -162581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -728627.187500 Penalty: 1449.041138
	Iteration 0F: 2 clusters Score -728627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -723090.312500 Penalty: 2898.082275
	Iteration 0F: 3 clusters Score -723090.3 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -724914.312500 Penalty: 2898.082275
	Iteration 1F: 3 clusters Score -724914.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -725181.000000 Penalty: 2898.082275
	Iteration 2F: 3 clusters Score -725181 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -725399.500000 Penalty: 2898.082275
	Iteration 3F: 3 clusters Score -725399.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -725563.625000 Penalty: 2898.082275
	Iteration 4Q: 3 clusters Score -725563.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -725711.750000 Penalty: 2898.082275
	Iteration 5Q: 3 clusters Score -725711.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -725859.687500 Penalty: 2898.082275
	Iteration 6Q: 3 clusters Score -725859.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -726020.250000 Penalty: 2898.082275
	Iteration 7Q: 3 clusters Score -726020.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -726173.187500 Penalty: 2898.082275
	Iteration 8Q: 3 clusters Score -726173.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -726329.562500 Penalty: 2898.082275
	Iteration 9Q: 3 clusters Score -726329.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -726494.937500 Penalty: 2898.082275
	Iteration 10Q: 3 clusters Score -726494.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -726623.500000 Penalty: 2898.082275
	Iteration 11Q: 3 clusters Score -726623.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -726754.375000 Penalty: 2898.082275
	Iteration 12Q: 3 clusters Score -726754.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -726878.437500 Penalty: 2898.082275
	Iteration 13Q: 3 clusters Score -726878.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -726985.375000 Penalty: 2898.082275
	Iteration 14Q: 3 clusters Score -726985.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -727087.750000 Penalty: 2898.082275
	Iteration 15Q: 3 clusters Score -727087.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -727165.937500 Penalty: 2898.082275
	Iteration 16Q: 3 clusters Score -727165.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -727230.687500 Penalty: 2898.082275
	Iteration 17Q: 3 clusters Score -727230.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -727276.750000 Penalty: 2898.082275
	Iteration 18Q: 3 clusters Score -727276.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -727314.937500 Penalty: 2898.082275
	Iteration 19Q: 3 clusters Score -727314.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -727344.875000 Penalty: 2898.082275
	Iteration 20F: 3 clusters Score -727344.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -727376.625000 Penalty: 2898.082275
	Iteration 21Q: 3 clusters Score -727376.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -727406.062500 Penalty: 2898.082275
	Iteration 22Q: 3 clusters Score -727406.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -727433.750000 Penalty: 2898.082275
	Iteration 23Q: 3 clusters Score -727433.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -727453.625000 Penalty: 2898.082275
	Iteration 24Q: 3 clusters Score -727453.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -727471.562500 Penalty: 2898.082275
	Iteration 25Q: 3 clusters Score -727471.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -727482.562500 Penalty: 2898.082275
	Iteration 26Q: 3 clusters Score -727482.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -727496.000000 Penalty: 2898.082275
	Iteration 27Q: 3 clusters Score -727496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -727511.500000 Penalty: 2898.082275
	Iteration 28Q: 3 clusters Score -727511.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -727519.625000 Penalty: 2898.082275
	Iteration 29Q: 3 clusters Score -727519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -727525.750000 Penalty: 2898.082275
	Iteration 30Q: 3 clusters Score -727525.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -727531.500000 Penalty: 2898.082275
	Iteration 31Q: 3 clusters Score -727531.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -727539.437500 Penalty: 2898.082275
	Iteration 32Q: 3 clusters Score -727539.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -727553.500000 Penalty: 2898.082275
	Iteration 33Q: 3 clusters Score -727553.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -727561.937500 Penalty: 2898.082275
	Iteration 34Q: 3 clusters Score -727561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -727569.500000 Penalty: 2898.082275
	Iteration 35Q: 3 clusters Score -727569.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -727576.375000 Penalty: 2898.082275
	Iteration 36Q: 3 clusters Score -727576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -727580.812500 Penalty: 2898.082275
	Iteration 37Q: 3 clusters Score -727580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -727585.062500 Penalty: 2898.082275
	Iteration 38Q: 3 clusters Score -727585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -727587.562500 Penalty: 2898.082275
	Iteration 39Q: 3 clusters Score -727587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -727591.437500 Penalty: 2898.082275
	Iteration 40F: 3 clusters Score -727591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -727592.875000 Penalty: 2898.082275
	Iteration 41Q: 3 clusters Score -727592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -727594.437500 Penalty: 2898.082275
	Iteration 42Q: 3 clusters Score -727594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -727596.312500 Penalty: 2898.082275
	Iteration 43Q: 3 clusters Score -727596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -727595.937500 Penalty: 2898.082275
	Iteration 44Q: 3 clusters Score -727595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -727598.250000 Penalty: 2898.082275
	Iteration 45Q: 3 clusters Score -727598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -727599.125000 Penalty: 2898.082275
	Iteration 46Q: 3 clusters Score -727599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -727598.812500 Penalty: 2898.082275
	Iteration 47Q: 3 clusters Score -727598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -727599.937500 Penalty: 2898.082275
	Iteration 48Q: 3 clusters Score -727599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -727599.562500 Penalty: 2898.082275
	Iteration 49Q: 3 clusters Score -727599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -727599.562500 Penalty: 2898.082275
	Iteration 50F: 3 clusters Score -727599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -417173.093750 Penalty: 1371.691040
	Iteration 0F: 2 clusters Score -417173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -413510.031250 Penalty: 2743.382080
	Iteration 0F: 3 clusters Score -413510 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -414811.000000 Penalty: 2743.382080
	Iteration 1F: 3 clusters Score -414811 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -415155.093750 Penalty: 2743.382080
	Iteration 2F: 3 clusters Score -415155.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -415457.406250 Penalty: 2743.382080
	Iteration 3F: 3 clusters Score -415457.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -415845.468750 Penalty: 2743.382080
	Iteration 4F: 3 clusters Score -415845.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -416341.687500 Penalty: 2743.382080
	Iteration 5F: 3 clusters Score -416341.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -416783.312500 Penalty: 2743.382080
	Iteration 6F: 3 clusters Score -416783.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -417118.281250 Penalty: 2743.382080
	Iteration 7F: 3 clusters Score -417118.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -417297.593750 Penalty: 2743.382080
	Iteration 8Q: 3 clusters Score -417297.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -417402.906250 Penalty: 2743.382080
	Iteration 9Q: 3 clusters Score -417402.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -417476.500000 Penalty: 2743.382080
	Iteration 10Q: 3 clusters Score -417476.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -417520.031250 Penalty: 2743.382080
	Iteration 11Q: 3 clusters Score -417520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -417556.562500 Penalty: 2743.382080
	Iteration 12Q: 3 clusters Score -417556.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -417572.625000 Penalty: 2743.382080
	Iteration 13Q: 3 clusters Score -417572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -417579.281250 Penalty: 2743.382080
	Iteration 14Q: 3 clusters Score -417579.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -417585.500000 Penalty: 2743.382080
	Iteration 15Q: 3 clusters Score -417585.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -417592.812500 Penalty: 2743.382080
	Iteration 16Q: 3 clusters Score -417592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -417597.156250 Penalty: 2743.382080
	Iteration 17Q: 3 clusters Score -417597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -417599.750000 Penalty: 2743.382080
	Iteration 18Q: 3 clusters Score -417599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -417601.718750 Penalty: 2743.382080
	Iteration 19Q: 3 clusters Score -417601.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -417605.375000 Penalty: 2743.382080
	Iteration 20F: 3 clusters Score -417605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417605.812500 Penalty: 2743.382080
	Iteration 21Q: 3 clusters Score -417605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -417605.625000 Penalty: 2743.382080
	Iteration 22Q: 3 clusters Score -417605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -417606.750000 Penalty: 2743.382080
	Iteration 23Q: 3 clusters Score -417606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -417607.875000 Penalty: 2743.382080
	Iteration 24Q: 3 clusters Score -417607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -417608.187500 Penalty: 2743.382080
	Iteration 25Q: 3 clusters Score -417608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -417608.468750 Penalty: 2743.382080
	Iteration 26Q: 3 clusters Score -417608.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -417608.687500 Penalty: 2743.382080
	Iteration 27Q: 3 clusters Score -417608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417608.937500 Penalty: 2743.382080
	Iteration 28Q: 3 clusters Score -417608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417608.937500 Penalty: 2743.382080
	Iteration 29F: 3 clusters Score -417608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95260 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 2786 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29598 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 1848 members 
Entering Unmasked Estep 
Score: -154066720.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067664.000000 to -154066720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Entering Unmasked Estep 
Score: -17717844.000000 Penalty: 1955.885864
	Iteration 0F: 2 clusters Score -1.771784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -17619606.000000 Penalty: 3911.771729
	Iteration 0F: 3 clusters Score -1.761961e+07 nChanged 81345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -17668208.000000 Penalty: 3911.771729
	Iteration 1F: 3 clusters Score -1.766821e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -17669410.000000 Penalty: 3911.771729
	Iteration 2Q: 3 clusters Score -1.766941e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -17671016.000000 Penalty: 3911.771729
	Iteration 3Q: 3 clusters Score -1.767102e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 94999 members 
Entering Unmasked Estep 
Score: -17673586.000000 Penalty: 3911.771729
	Iteration 4Q: 3 clusters Score -1.767359e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 99604 members 
Entering Unmasked Estep 
Score: -17677282.000000 Penalty: 3911.771729
	Iteration 5Q: 3 clusters Score -1.767728e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -17682068.000000 Penalty: 3911.771729
	Iteration 6F: 3 clusters Score -1.768207e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -17688908.000000 Penalty: 3911.771729
	Iteration 7F: 3 clusters Score -1.768891e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 115944 members 
Entering Unmasked Estep 
Score: -17697122.000000 Penalty: 3911.771729
	Iteration 8F: 3 clusters Score -1.769712e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 119546 members 
Entering Unmasked Estep 
Score: -17704442.000000 Penalty: 3911.771729
	Iteration 9F: 3 clusters Score -1.770444e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
Score: -17708720.000000 Penalty: 3911.771729
	Iteration 10Q: 3 clusters Score -1.770872e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -17710542.000000 Penalty: 3911.771729
	Iteration 11Q: 3 clusters Score -1.771054e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -17711512.000000 Penalty: 3911.771729
	Iteration 12Q: 3 clusters Score -1.771151e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -17712000.000000 Penalty: 3911.771729
	Iteration 13Q: 3 clusters Score -1.7712e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -17712436.000000 Penalty: 3911.771729
	Iteration 14Q: 3 clusters Score -1.771244e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -17712820.000000 Penalty: 3911.771729
	Iteration 15Q: 3 clusters Score -1.771282e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 127195 members 
Entering Unmasked Estep 
Score: -17713216.000000 Penalty: 3911.771729
	Iteration 16Q: 3 clusters Score -1.771322e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -17713562.000000 Penalty: 3911.771729
	Iteration 17Q: 3 clusters Score -1.771356e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -17713958.000000 Penalty: 3911.771729
	Iteration 18Q: 3 clusters Score -1.771396e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 130020 members 
Entering Unmasked Estep 
Score: -17714312.000000 Penalty: 3911.771729
	Iteration 19Q: 3 clusters Score -1.771431e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -17714636.000000 Penalty: 3911.771729
	Iteration 20F: 3 clusters Score -1.771464e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -17714984.000000 Penalty: 3911.771729
	Iteration 21Q: 3 clusters Score -1.771498e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 133178 members 
Entering Unmasked Estep 
Score: -17715358.000000 Penalty: 3911.771729
	Iteration 22Q: 3 clusters Score -1.771536e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -17715674.000000 Penalty: 3911.771729
	Iteration 23Q: 3 clusters Score -1.771567e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -17716010.000000 Penalty: 3911.771729
	Iteration 24Q: 3 clusters Score -1.771601e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -17716482.000000 Penalty: 3911.771729
	Iteration 25Q: 3 clusters Score -1.771648e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 137844 members 
Entering Unmasked Estep 
Score: -17716928.000000 Penalty: 3911.771729
	Iteration 26Q: 3 clusters Score -1.771693e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 139150 members 
Entering Unmasked Estep 
Score: -17717342.000000 Penalty: 3911.771729
	Iteration 27Q: 3 clusters Score -1.771734e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -17717846.000000 Penalty: 3911.771729
	Iteration 28Q: 3 clusters Score -1.771785e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -17718358.000000 Penalty: 3911.771729
	Iteration 29Q: 3 clusters Score -1.771836e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 143433 members 
Entering Unmasked Estep 
Score: -17718758.000000 Penalty: 3911.771729
	Iteration 30Q: 3 clusters Score -1.771876e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 144837 members 
Entering Unmasked Estep 
Score: -17718840.000000 Penalty: 3911.771729
	Iteration 31Q: 3 clusters Score -1.771884e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -17718840.000000 Penalty: 3911.771729
	Iteration 32Q: 3 clusters Score -1.771884e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 147389 members 
Entering Unmasked Estep 
Score: -17718920.000000 Penalty: 3911.771729
	Iteration 33Q: 3 clusters Score -1.771892e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -17718816.000000 Penalty: 3911.771729
	Iteration 34Q: 3 clusters Score -1.771882e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 149575 members 
Entering Unmasked Estep 
Score: -17718672.000000 Penalty: 3911.771729
	Iteration 35Q: 3 clusters Score -1.771867e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 150492 members 
Entering Unmasked Estep 
Score: -17718574.000000 Penalty: 3911.771729
	Iteration 36Q: 3 clusters Score -1.771857e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -17718458.000000 Penalty: 3911.771729
	Iteration 37Q: 3 clusters Score -1.771846e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -17718306.000000 Penalty: 3911.771729
	Iteration 38Q: 3 clusters Score -1.771831e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 152721 members 
Entering Unmasked Estep 
Score: -17718248.000000 Penalty: 3911.771729
	Iteration 39Q: 3 clusters Score -1.771825e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 153322 members 
Entering Unmasked Estep 
Score: -17718166.000000 Penalty: 3911.771729
	Iteration 40F: 3 clusters Score -1.771817e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 153858 members 
Entering Unmasked Estep 
Score: -17718056.000000 Penalty: 3911.771729
	Iteration 41Q: 3 clusters Score -1.771806e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -17717990.000000 Penalty: 3911.771729
	Iteration 42Q: 3 clusters Score -1.771799e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 154833 members 
Entering Unmasked Estep 
Score: -17717912.000000 Penalty: 3911.771729
	Iteration 43Q: 3 clusters Score -1.771791e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -17717848.000000 Penalty: 3911.771729
	Iteration 44Q: 3 clusters Score -1.771785e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -17717832.000000 Penalty: 3911.771729
	Iteration 45Q: 3 clusters Score -1.771783e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 156038 members 
Entering Unmasked Estep 
Score: -17717830.000000 Penalty: 3911.771729
	Iteration 46Q: 3 clusters Score -1.771783e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 156418 members 
Entering Unmasked Estep 
Score: -17717834.000000 Penalty: 3911.771729
	Iteration 47Q: 3 clusters Score -1.771783e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 156777 members 
Entering Unmasked Estep 
Score: -17717924.000000 Penalty: 3911.771729
	Iteration 48Q: 3 clusters Score -1.771792e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -17717894.000000 Penalty: 3911.771729
	Iteration 49Q: 3 clusters Score -1.771789e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -17717932.000000 Penalty: 3911.771729
	Iteration 50Q: 3 clusters Score -1.771793e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -17717976.000000 Penalty: 3911.771729
	Iteration 51Q: 3 clusters Score -1.771798e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 157971 members 
Entering Unmasked Estep 
Score: -17718018.000000 Penalty: 3911.771729
	Iteration 52Q: 3 clusters Score -1.771802e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 158212 members 
Entering Unmasked Estep 
Score: -17718068.000000 Penalty: 3911.771729
	Iteration 53Q: 3 clusters Score -1.771807e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -17718080.000000 Penalty: 3911.771729
	Iteration 54Q: 3 clusters Score -1.771808e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -17718096.000000 Penalty: 3911.771729
	Iteration 55Q: 3 clusters Score -1.77181e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 158974 members 
Entering Unmasked Estep 
Score: -17718092.000000 Penalty: 3911.771729
	Iteration 56Q: 3 clusters Score -1.771809e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -17718080.000000 Penalty: 3911.771729
	Iteration 57Q: 3 clusters Score -1.771808e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -17718056.000000 Penalty: 3911.771729
	Iteration 58Q: 3 clusters Score -1.771806e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -17718010.000000 Penalty: 3911.771729
	Iteration 59Q: 3 clusters Score -1.771801e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -17717996.000000 Penalty: 3911.771729
	Iteration 60F: 3 clusters Score -1.7718e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -17718030.000000 Penalty: 3911.771729
	Iteration 61Q: 3 clusters Score -1.771803e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 160219 members 
Entering Unmasked Estep 
Score: -17717972.000000 Penalty: 3911.771729
	Iteration 62Q: 3 clusters Score -1.771797e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -17717994.000000 Penalty: 3911.771729
	Iteration 63Q: 3 clusters Score -1.771799e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -17717962.000000 Penalty: 3911.771729
	Iteration 64Q: 3 clusters Score -1.771796e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -17717946.000000 Penalty: 3911.771729
	Iteration 65Q: 3 clusters Score -1.771795e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -17717920.000000 Penalty: 3911.771729
	Iteration 66Q: 3 clusters Score -1.771792e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -17717920.000000 Penalty: 3911.771729
	Iteration 67Q: 3 clusters Score -1.771792e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 161085 members 
Entering Unmasked Estep 
Score: -17717906.000000 Penalty: 3911.771729
	Iteration 68Q: 3 clusters Score -1.771791e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 161218 members 
Entering Unmasked Estep 
Score: -17717912.000000 Penalty: 3911.771729
	Iteration 69Q: 3 clusters Score -1.771791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -17717948.000000 Penalty: 3911.771729
	Iteration 70Q: 3 clusters Score -1.771795e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 161463 members 
Entering Unmasked Estep 
Score: -17717952.000000 Penalty: 3911.771729
	Iteration 71Q: 3 clusters Score -1.771795e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -17717966.000000 Penalty: 3911.771729
	Iteration 72Q: 3 clusters Score -1.771797e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 161658 members 
Entering Unmasked Estep 
Score: -17717964.000000 Penalty: 3911.771729
	Iteration 73Q: 3 clusters Score -1.771796e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 161760 members 
Entering Unmasked Estep 
Score: -17717938.000000 Penalty: 3911.771729
	Iteration 74Q: 3 clusters Score -1.771794e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 161883 members 
Entering Unmasked Estep 
Score: -17717874.000000 Penalty: 3911.771729
	Iteration 75Q: 3 clusters Score -1.771787e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -17717854.000000 Penalty: 3911.771729
	Iteration 76Q: 3 clusters Score -1.771785e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 162096 members 
Entering Unmasked Estep 
Score: -17717852.000000 Penalty: 3911.771729
	Iteration 77Q: 3 clusters Score -1.771785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -17717834.000000 Penalty: 3911.771729
	Iteration 78Q: 3 clusters Score -1.771783e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 162276 members 
Entering Unmasked Estep 
Score: -17717832.000000 Penalty: 3911.771729
	Iteration 79Q: 3 clusters Score -1.771783e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 162362 members 
Entering Unmasked Estep 
Score: -17717848.000000 Penalty: 3911.771729
	Iteration 80F: 3 clusters Score -1.771785e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -17717828.000000 Penalty: 3911.771729
	Iteration 81Q: 3 clusters Score -1.771783e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -17717856.000000 Penalty: 3911.771729
	Iteration 82Q: 3 clusters Score -1.771786e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -17717858.000000 Penalty: 3911.771729
	Iteration 83Q: 3 clusters Score -1.771786e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -17717852.000000 Penalty: 3911.771729
	Iteration 84Q: 3 clusters Score -1.771785e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 162762 members 
Entering Unmasked Estep 
Score: -17717850.000000 Penalty: 3911.771729
	Iteration 85Q: 3 clusters Score -1.771785e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 162840 members 
Entering Unmasked Estep 
Score: -17717864.000000 Penalty: 3911.771729
	Iteration 86Q: 3 clusters Score -1.771786e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -17717852.000000 Penalty: 3911.771729
	Iteration 87Q: 3 clusters Score -1.771785e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -17717834.000000 Penalty: 3911.771729
	Iteration 88Q: 3 clusters Score -1.771783e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -17717820.000000 Penalty: 3911.771729
	Iteration 89Q: 3 clusters Score -1.771782e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 163116 members 
Entering Unmasked Estep 
Score: -17717822.000000 Penalty: 3911.771729
	Iteration 90Q: 3 clusters Score -1.771782e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -17717810.000000 Penalty: 3911.771729
	Iteration 91Q: 3 clusters Score -1.771781e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -17717852.000000 Penalty: 3911.771729
	Iteration 92Q: 3 clusters Score -1.771785e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -17717846.000000 Penalty: 3911.771729
	Iteration 93Q: 3 clusters Score -1.771785e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -17717840.000000 Penalty: 3911.771729
	Iteration 94Q: 3 clusters Score -1.771784e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -17717816.000000 Penalty: 3911.771729
	Iteration 95Q: 3 clusters Score -1.771782e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -17717812.000000 Penalty: 3911.771729
	Iteration 96Q: 3 clusters Score -1.771781e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -17717818.000000 Penalty: 3911.771729
	Iteration 97Q: 3 clusters Score -1.771782e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -17717798.000000 Penalty: 3911.771729
	Iteration 98Q: 3 clusters Score -1.77178e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 163646 members 
Entering Unmasked Estep 
Score: -17717818.000000 Penalty: 3911.771729
	Iteration 99Q: 3 clusters Score -1.771782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -17717806.000000 Penalty: 3911.771729
	Iteration 100F: 3 clusters Score -1.771781e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -17717788.000000 Penalty: 3911.771729
	Iteration 101Q: 3 clusters Score -1.771779e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -17717786.000000 Penalty: 3911.771729
	Iteration 102Q: 3 clusters Score -1.771779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 163839 members 
Entering Unmasked Estep 
Score: -17717778.000000 Penalty: 3911.771729
	Iteration 103Q: 3 clusters Score -1.771778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -17717770.000000 Penalty: 3911.771729
	Iteration 104Q: 3 clusters Score -1.771777e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 163951 members 
Entering Unmasked Estep 
Score: -17717770.000000 Penalty: 3911.771729
	Iteration 105Q: 3 clusters Score -1.771777e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -17717776.000000 Penalty: 3911.771729
	Iteration 106Q: 3 clusters Score -1.771778e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 164060 members 
Entering Unmasked Estep 
Score: -17717768.000000 Penalty: 3911.771729
	Iteration 107Q: 3 clusters Score -1.771777e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -17717774.000000 Penalty: 3911.771729
	Iteration 108Q: 3 clusters Score -1.771777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -17717758.000000 Penalty: 3911.771729
	Iteration 109Q: 3 clusters Score -1.771776e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -17717758.000000 Penalty: 3911.771729
	Iteration 110Q: 3 clusters Score -1.771776e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -17717760.000000 Penalty: 3911.771729
	Iteration 111Q: 3 clusters Score -1.771776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -17717742.000000 Penalty: 3911.771729
	Iteration 112Q: 3 clusters Score -1.771774e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -17717740.000000 Penalty: 3911.771729
	Iteration 113Q: 3 clusters Score -1.771774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -17717718.000000 Penalty: 3911.771729
	Iteration 114Q: 3 clusters Score -1.771772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -17717736.000000 Penalty: 3911.771729
	Iteration 115Q: 3 clusters Score -1.771774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 164322 members 
Entering Unmasked Estep 
Score: -17717732.000000 Penalty: 3911.771729
	Iteration 116Q: 3 clusters Score -1.771773e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 164349 members 
Entering Unmasked Estep 
Score: -17717732.000000 Penalty: 3911.771729
	Iteration 117Q: 3 clusters Score -1.771773e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -17717740.000000 Penalty: 3911.771729
	Iteration 118Q: 3 clusters Score -1.771774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -17717734.000000 Penalty: 3911.771729
	Iteration 119Q: 3 clusters Score -1.771773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -17717734.000000 Penalty: 3911.771729
	Iteration 120F: 3 clusters Score -1.771773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -17717752.000000 Penalty: 3911.771729
	Iteration 121Q: 3 clusters Score -1.771775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -17717752.000000 Penalty: 3911.771729
	Iteration 122Q: 3 clusters Score -1.771775e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -17717748.000000 Penalty: 3911.771729
	Iteration 123Q: 3 clusters Score -1.771775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 164505 members 
Entering Unmasked Estep 
Score: -17717728.000000 Penalty: 3911.771729
	Iteration 124Q: 3 clusters Score -1.771773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -17717730.000000 Penalty: 3911.771729
	Iteration 125Q: 3 clusters Score -1.771773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -17717724.000000 Penalty: 3911.771729
	Iteration 126Q: 3 clusters Score -1.771772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -17717724.000000 Penalty: 3911.771729
	Iteration 127Q: 3 clusters Score -1.771772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 164562 members 
Entering Unmasked Estep 
Score: -17717730.000000 Penalty: 3911.771729
	Iteration 128Q: 3 clusters Score -1.771773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -17717732.000000 Penalty: 3911.771729
	Iteration 129Q: 3 clusters Score -1.771773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 164592 members 
Entering Unmasked Estep 
Score: -17717756.000000 Penalty: 3911.771729
	Iteration 130Q: 3 clusters Score -1.771776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -17717746.000000 Penalty: 3911.771729
	Iteration 131Q: 3 clusters Score -1.771775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 164608 members 
Entering Unmasked Estep 
Score: -17717734.000000 Penalty: 3911.771729
	Iteration 132Q: 3 clusters Score -1.771773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -17717744.000000 Penalty: 3911.771729
	Iteration 133Q: 3 clusters Score -1.771774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -17717740.000000 Penalty: 3911.771729
	Iteration 134Q: 3 clusters Score -1.771774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -17717724.000000 Penalty: 3911.771729
	Iteration 135Q: 3 clusters Score -1.771772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -17717718.000000 Penalty: 3911.771729
	Iteration 136Q: 3 clusters Score -1.771772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 164645 members 
Entering Unmasked Estep 
Score: -17717716.000000 Penalty: 3911.771729
	Iteration 137Q: 3 clusters Score -1.771772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 164653 members 
Entering Unmasked Estep 
Score: -17717714.000000 Penalty: 3911.771729
	Iteration 138Q: 3 clusters Score -1.771771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -17717698.000000 Penalty: 3911.771729
	Iteration 139Q: 3 clusters Score -1.77177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -17717702.000000 Penalty: 3911.771729
	Iteration 140F: 3 clusters Score -1.77177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -17717708.000000 Penalty: 3911.771729
	Iteration 141Q: 3 clusters Score -1.771771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -17717696.000000 Penalty: 3911.771729
	Iteration 142Q: 3 clusters Score -1.77177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -17717692.000000 Penalty: 3911.771729
	Iteration 143Q: 3 clusters Score -1.771769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 164757 members 
Entering Unmasked Estep 
Score: -17717694.000000 Penalty: 3911.771729
	Iteration 144Q: 3 clusters Score -1.771769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 164766 members 
Entering Unmasked Estep 
Score: -17717696.000000 Penalty: 3911.771729
	Iteration 145Q: 3 clusters Score -1.77177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -17717706.000000 Penalty: 3911.771729
	Iteration 146Q: 3 clusters Score -1.771771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -17717698.000000 Penalty: 3911.771729
	Iteration 147Q: 3 clusters Score -1.77177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 164795 members 
Entering Unmasked Estep 
Score: -17717684.000000 Penalty: 3911.771729
	Iteration 148Q: 3 clusters Score -1.771768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 164805 members 
Entering Unmasked Estep 
Score: -17717692.000000 Penalty: 3911.771729
	Iteration 149Q: 3 clusters Score -1.771769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -17717684.000000 Penalty: 3911.771729
	Iteration 150Q: 3 clusters Score -1.771768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 164828 members 
Entering Unmasked Estep 
Score: -17717674.000000 Penalty: 3911.771729
	Iteration 151Q: 3 clusters Score -1.771767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 164836 members 
Entering Unmasked Estep 
Score: -17717674.000000 Penalty: 3911.771729
	Iteration 152Q: 3 clusters Score -1.771767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -17717672.000000 Penalty: 3911.771729
	Iteration 153Q: 3 clusters Score -1.771767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -17717668.000000 Penalty: 3911.771729
	Iteration 154Q: 3 clusters Score -1.771767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 164857 members 
Entering Unmasked Estep 
Score: -17717660.000000 Penalty: 3911.771729
	Iteration 155Q: 3 clusters Score -1.771766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -17717668.000000 Penalty: 3911.771729
	Iteration 156Q: 3 clusters Score -1.771767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 164877 members 
Entering Unmasked Estep 
Score: -17717664.000000 Penalty: 3911.771729
	Iteration 157Q: 3 clusters Score -1.771766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -17717664.000000 Penalty: 3911.771729
	Iteration 158Q: 3 clusters Score -1.771766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -17717648.000000 Penalty: 3911.771729
	Iteration 159Q: 3 clusters Score -1.771765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 160F: 3 clusters Score -1.771765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 164914 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 161Q: 3 clusters Score -1.771765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 164918 members 
Entering Unmasked Estep 
Score: -17717648.000000 Penalty: 3911.771729
	Iteration 162Q: 3 clusters Score -1.771765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -17717654.000000 Penalty: 3911.771729
	Iteration 163Q: 3 clusters Score -1.771765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -17717666.000000 Penalty: 3911.771729
	Iteration 164Q: 3 clusters Score -1.771767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -17717658.000000 Penalty: 3911.771729
	Iteration 165Q: 3 clusters Score -1.771766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -17717654.000000 Penalty: 3911.771729
	Iteration 166Q: 3 clusters Score -1.771765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -17717642.000000 Penalty: 3911.771729
	Iteration 167Q: 3 clusters Score -1.771764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 168Q: 3 clusters Score -1.771765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 169Q: 3 clusters Score -1.771765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -17717662.000000 Penalty: 3911.771729
	Iteration 170Q: 3 clusters Score -1.771766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -17717650.000000 Penalty: 3911.771729
	Iteration 171Q: 3 clusters Score -1.771765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 172Q: 3 clusters Score -1.771765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -17717650.000000 Penalty: 3911.771729
	Iteration 173Q: 3 clusters Score -1.771765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 174Q: 3 clusters Score -1.771765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -17717652.000000 Penalty: 3911.771729
	Iteration 175Q: 3 clusters Score -1.771765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -17717650.000000 Penalty: 3911.771729
	Iteration 176Q: 3 clusters Score -1.771765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -17717642.000000 Penalty: 3911.771729
	Iteration 177Q: 3 clusters Score -1.771764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -17717646.000000 Penalty: 3911.771729
	Iteration 178Q: 3 clusters Score -1.771765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -17717646.000000 Penalty: 3911.771729
	Iteration 179F: 3 clusters Score -1.771765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -1167356.625000 Penalty: 1519.673950
	Iteration 0F: 2 clusters Score -1167357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1159223.125000 Penalty: 3039.347900
	Iteration 0F: 3 clusters Score -1159223 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1161871.000000 Penalty: 3039.347900
	Iteration 1F: 3 clusters Score -1161871 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1162183.375000 Penalty: 3039.347900
	Iteration 2F: 3 clusters Score -1162183 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1162491.500000 Penalty: 3039.347900
	Iteration 3F: 3 clusters Score -1162492 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1162854.250000 Penalty: 3039.347900
	Iteration 4F: 3 clusters Score -1162854 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1163366.125000 Penalty: 3039.347900
	Iteration 5F: 3 clusters Score -1163366 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1164047.000000 Penalty: 3039.347900
	Iteration 6F: 3 clusters Score -1164047 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1164719.375000 Penalty: 3039.347900
	Iteration 7F: 3 clusters Score -1164719 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1165229.375000 Penalty: 3039.347900
	Iteration 8F: 3 clusters Score -1165229 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1165574.125000 Penalty: 3039.347900
	Iteration 9Q: 3 clusters Score -1165574 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1165769.375000 Penalty: 3039.347900
	Iteration 10Q: 3 clusters Score -1165769 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1165901.250000 Penalty: 3039.347900
	Iteration 11Q: 3 clusters Score -1165901 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1165994.750000 Penalty: 3039.347900
	Iteration 12Q: 3 clusters Score -1165995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1166063.000000 Penalty: 3039.347900
	Iteration 13Q: 3 clusters Score -1166063 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1166121.750000 Penalty: 3039.347900
	Iteration 14Q: 3 clusters Score -1166122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1166172.375000 Penalty: 3039.347900
	Iteration 15Q: 3 clusters Score -1166172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1166206.250000 Penalty: 3039.347900
	Iteration 16Q: 3 clusters Score -1166206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1166240.250000 Penalty: 3039.347900
	Iteration 17Q: 3 clusters Score -1166240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1166260.875000 Penalty: 3039.347900
	Iteration 18Q: 3 clusters Score -1166261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1166285.750000 Penalty: 3039.347900
	Iteration 19Q: 3 clusters Score -1166286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1166303.125000 Penalty: 3039.347900
	Iteration 20F: 3 clusters Score -1166303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1166312.875000 Penalty: 3039.347900
	Iteration 21Q: 3 clusters Score -1166313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1166328.750000 Penalty: 3039.347900
	Iteration 22Q: 3 clusters Score -1166329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1166343.500000 Penalty: 3039.347900
	Iteration 23Q: 3 clusters Score -1166344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1166356.500000 Penalty: 3039.347900
	Iteration 24Q: 3 clusters Score -1166356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1166370.625000 Penalty: 3039.347900
	Iteration 25Q: 3 clusters Score -1166371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1166376.875000 Penalty: 3039.347900
	Iteration 26Q: 3 clusters Score -1166377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1166382.625000 Penalty: 3039.347900
	Iteration 27Q: 3 clusters Score -1166383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1166386.750000 Penalty: 3039.347900
	Iteration 28Q: 3 clusters Score -1166387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1166393.125000 Penalty: 3039.347900
	Iteration 29Q: 3 clusters Score -1166393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1166399.750000 Penalty: 3039.347900
	Iteration 30Q: 3 clusters Score -1166400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1166408.500000 Penalty: 3039.347900
	Iteration 31Q: 3 clusters Score -1166408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1166410.250000 Penalty: 3039.347900
	Iteration 32Q: 3 clusters Score -1166410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1166413.875000 Penalty: 3039.347900
	Iteration 33Q: 3 clusters Score -1166414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1166414.000000 Penalty: 3039.347900
	Iteration 34Q: 3 clusters Score -1166414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1166415.875000 Penalty: 3039.347900
	Iteration 35Q: 3 clusters Score -1166416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1166416.500000 Penalty: 3039.347900
	Iteration 36Q: 3 clusters Score -1166416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1166416.250000 Penalty: 3039.347900
	Iteration 37Q: 3 clusters Score -1166416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1166419.000000 Penalty: 3039.347900
	Iteration 38Q: 3 clusters Score -1166419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1166419.125000 Penalty: 3039.347900
	Iteration 39Q: 3 clusters Score -1166419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1166420.875000 Penalty: 3039.347900
	Iteration 40F: 3 clusters Score -1166421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1166423.500000 Penalty: 3039.347900
	Iteration 41Q: 3 clusters Score -1166424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1166423.250000 Penalty: 3039.347900
	Iteration 42Q: 3 clusters Score -1166423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1166423.250000 Penalty: 3039.347900
	Iteration 43Q: 3 clusters Score -1166423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1166423.250000 Penalty: 3039.347900
	Iteration 44F: 3 clusters Score -1166423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224746.718750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -222437.125000 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222437.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -222966.218750 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -222966.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -223126.593750 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223126.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223229.062500 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223229.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -223304.546875 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -223304.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223378.750000 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223378.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -223442.843750 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223442.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223506.562500 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223506.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223577.703125 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223577.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -223640.328125 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223640.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -223684.109375 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223684.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -223710.890625 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -223710.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223728.953125 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -223729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -223741.828125 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -223741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -223754.296875 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -223754.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223765.031250 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -223765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -223770.015625 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -223770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223774.390625 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -223774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223778.312500 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -223778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -223781.187500 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -223781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -223784.671875 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -223784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -223785.281250 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -223785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223786.500000 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -223786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -223787.109375 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -223787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223787.796875 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -223787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223788.593750 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -223788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -223788.593750 Penalty: 2522.013184
	Iteration 26F: 3 clusters Score -223788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Entering Unmasked Estep 
Score: -11685484.000000 Penalty: 1888.600342
	Iteration 0F: 2 clusters Score -1.168548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -11610906.000000 Penalty: 3777.200684
	Iteration 0F: 3 clusters Score -1.161091e+07 nChanged 53773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -11643168.000000 Penalty: 3777.200684
	Iteration 1F: 3 clusters Score -1.164317e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -11645150.000000 Penalty: 3777.200684
	Iteration 2Q: 3 clusters Score -1.164515e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -11647958.000000 Penalty: 3777.200684
	Iteration 3Q: 3 clusters Score -1.164796e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -11651660.000000 Penalty: 3777.200684
	Iteration 4F: 3 clusters Score -1.165166e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -11656048.000000 Penalty: 3777.200684
	Iteration 5F: 3 clusters Score -1.165605e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -11660335.000000 Penalty: 3777.200684
	Iteration 6F: 3 clusters Score -1.166034e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -11663920.000000 Penalty: 3777.200684
	Iteration 7F: 3 clusters Score -1.166392e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -11666355.000000 Penalty: 3777.200684
	Iteration 8Q: 3 clusters Score -1.166636e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -11667928.000000 Penalty: 3777.200684
	Iteration 9Q: 3 clusters Score -1.166793e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -11668766.000000 Penalty: 3777.200684
	Iteration 10Q: 3 clusters Score -1.166877e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -11669319.000000 Penalty: 3777.200684
	Iteration 11Q: 3 clusters Score -1.166932e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -11669848.000000 Penalty: 3777.200684
	Iteration 12Q: 3 clusters Score -1.166985e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -11670317.000000 Penalty: 3777.200684
	Iteration 13Q: 3 clusters Score -1.167032e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -11670963.000000 Penalty: 3777.200684
	Iteration 14Q: 3 clusters Score -1.167096e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -11671791.000000 Penalty: 3777.200684
	Iteration 15Q: 3 clusters Score -1.167179e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -11672733.000000 Penalty: 3777.200684
	Iteration 16Q: 3 clusters Score -1.167273e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -11673869.000000 Penalty: 3777.200684
	Iteration 17Q: 3 clusters Score -1.167387e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -11675152.000000 Penalty: 3777.200684
	Iteration 18Q: 3 clusters Score -1.167515e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -11676588.000000 Penalty: 3777.200684
	Iteration 19Q: 3 clusters Score -1.167659e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -11678248.000000 Penalty: 3777.200684
	Iteration 20F: 3 clusters Score -1.167825e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -11679821.000000 Penalty: 3777.200684
	Iteration 21Q: 3 clusters Score -1.167982e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -11681108.000000 Penalty: 3777.200684
	Iteration 22Q: 3 clusters Score -1.168111e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -11682251.000000 Penalty: 3777.200684
	Iteration 23Q: 3 clusters Score -1.168225e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -11682992.000000 Penalty: 3777.200684
	Iteration 24Q: 3 clusters Score -1.168299e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -11683609.000000 Penalty: 3777.200684
	Iteration 25Q: 3 clusters Score -1.168361e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -11684027.000000 Penalty: 3777.200684
	Iteration 26Q: 3 clusters Score -1.168403e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -11684439.000000 Penalty: 3777.200684
	Iteration 27Q: 3 clusters Score -1.168444e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -11684669.000000 Penalty: 3777.200684
	Iteration 28Q: 3 clusters Score -1.168467e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -11684966.000000 Penalty: 3777.200684
	Iteration 29Q: 3 clusters Score -1.168497e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -11685104.000000 Penalty: 3777.200684
	Iteration 30Q: 3 clusters Score -1.16851e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -11685295.000000 Penalty: 3777.200684
	Iteration 31Q: 3 clusters Score -1.16853e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -11685354.000000 Penalty: 3777.200684
	Iteration 32Q: 3 clusters Score -1.168535e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -11685491.000000 Penalty: 3777.200684
	Iteration 33Q: 3 clusters Score -1.168549e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -11685586.000000 Penalty: 3777.200684
	Iteration 34Q: 3 clusters Score -1.168559e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -11685608.000000 Penalty: 3777.200684
	Iteration 35Q: 3 clusters Score -1.168561e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -11685651.000000 Penalty: 3777.200684
	Iteration 36Q: 3 clusters Score -1.168565e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -11685643.000000 Penalty: 3777.200684
	Iteration 37Q: 3 clusters Score -1.168564e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11685649.000000 Penalty: 3777.200684
	Iteration 38Q: 3 clusters Score -1.168565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -11685626.000000 Penalty: 3777.200684
	Iteration 39Q: 3 clusters Score -1.168563e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -11685661.000000 Penalty: 3777.200684
	Iteration 40F: 3 clusters Score -1.168566e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -11685691.000000 Penalty: 3777.200684
	Iteration 41Q: 3 clusters Score -1.168569e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106105 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11685734.000000 Penalty: 3777.200684
	Iteration 42Q: 3 clusters Score -1.168573e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106121 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -11685742.000000 Penalty: 3777.200684
	Iteration 43Q: 3 clusters Score -1.168574e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -11685725.000000 Penalty: 3777.200684
	Iteration 44Q: 3 clusters Score -1.168572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -11685728.000000 Penalty: 3777.200684
	Iteration 45Q: 3 clusters Score -1.168573e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106156 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -11685742.000000 Penalty: 3777.200684
	Iteration 46Q: 3 clusters Score -1.168574e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -11685757.000000 Penalty: 3777.200684
	Iteration 47Q: 3 clusters Score -1.168576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -11685768.000000 Penalty: 3777.200684
	Iteration 48Q: 3 clusters Score -1.168577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -11685771.000000 Penalty: 3777.200684
	Iteration 49Q: 3 clusters Score -1.168577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -11685784.000000 Penalty: 3777.200684
	Iteration 50Q: 3 clusters Score -1.168578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -11685780.000000 Penalty: 3777.200684
	Iteration 51Q: 3 clusters Score -1.168578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106246 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -11685772.000000 Penalty: 3777.200684
	Iteration 52Q: 3 clusters Score -1.168577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -11685773.000000 Penalty: 3777.200684
	Iteration 53Q: 3 clusters Score -1.168577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -11685779.000000 Penalty: 3777.200684
	Iteration 54Q: 3 clusters Score -1.168578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -11685769.000000 Penalty: 3777.200684
	Iteration 55Q: 3 clusters Score -1.168577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -11685775.000000 Penalty: 3777.200684
	Iteration 56Q: 3 clusters Score -1.168578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -11685785.000000 Penalty: 3777.200684
	Iteration 57Q: 3 clusters Score -1.168578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -11685775.000000 Penalty: 3777.200684
	Iteration 58Q: 3 clusters Score -1.168578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106271 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -11685776.000000 Penalty: 3777.200684
	Iteration 59Q: 3 clusters Score -1.168578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -11685764.000000 Penalty: 3777.200684
	Iteration 60F: 3 clusters Score -1.168576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -11685770.000000 Penalty: 3777.200684
	Iteration 61Q: 3 clusters Score -1.168577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -11685781.000000 Penalty: 3777.200684
	Iteration 62Q: 3 clusters Score -1.168578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -11685771.000000 Penalty: 3777.200684
	Iteration 63Q: 3 clusters Score -1.168577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -11685766.000000 Penalty: 3777.200684
	Iteration 64Q: 3 clusters Score -1.168577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -11685789.000000 Penalty: 3777.200684
	Iteration 65Q: 3 clusters Score -1.168579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -11685790.000000 Penalty: 3777.200684
	Iteration 66Q: 3 clusters Score -1.168579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -11685774.000000 Penalty: 3777.200684
	Iteration 67Q: 3 clusters Score -1.168577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -11685783.000000 Penalty: 3777.200684
	Iteration 68Q: 3 clusters Score -1.168578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -11685779.000000 Penalty: 3777.200684
	Iteration 69Q: 3 clusters Score -1.168578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -11685776.000000 Penalty: 3777.200684
	Iteration 70Q: 3 clusters Score -1.168578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -11685772.000000 Penalty: 3777.200684
	Iteration 71Q: 3 clusters Score -1.168577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -11685772.000000 Penalty: 3777.200684
	Iteration 72F: 3 clusters Score -1.168577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95260 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 106250 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29598 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3191 members 
Mstep: Class 49 contains 5292 members 
Entering Unmasked Estep 
Score: -154067440.000000 Penalty: 113419.390625
Splitting cluster 40 changes total score from -154067664.000000 to -154067440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125797.687500 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125797.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -126073.070312 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126073.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126144.710938 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126144.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126182.179688 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126182.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126202.601562 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126202.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126218.320312 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126218.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -126229.078125 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126235.359375 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126238.640625 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126243.718750 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126253.140625 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126263.085938 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126265.460938 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126265.960938 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -126266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126267.140625 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -126267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126268.710938 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -126268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126269.257812 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -126269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126271.187500 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -126271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126273.046875 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -126273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126274.039062 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -126274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126274.398438 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -126274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -768733.250000 Penalty: 1452.745728
	Iteration 0F: 2 clusters Score -768733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -763141.812500 Penalty: 2905.491455
	Iteration 0F: 3 clusters Score -763141.8 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -764970.375000 Penalty: 2905.491455
	Iteration 1F: 3 clusters Score -764970.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -765310.687500 Penalty: 2905.491455
	Iteration 2F: 3 clusters Score -765310.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -765621.687500 Penalty: 2905.491455
	Iteration 3F: 3 clusters Score -765621.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -765948.437500 Penalty: 2905.491455
	Iteration 4F: 3 clusters Score -765948.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -766259.312500 Penalty: 2905.491455
	Iteration 5F: 3 clusters Score -766259.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -766597.000000 Penalty: 2905.491455
	Iteration 6F: 3 clusters Score -766597 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -766971.687500 Penalty: 2905.491455
	Iteration 7F: 3 clusters Score -766971.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -767305.875000 Penalty: 2905.491455
	Iteration 8F: 3 clusters Score -767305.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -767519.625000 Penalty: 2905.491455
	Iteration 9Q: 3 clusters Score -767519.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -767648.750000 Penalty: 2905.491455
	Iteration 10Q: 3 clusters Score -767648.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -767715.125000 Penalty: 2905.491455
	Iteration 11Q: 3 clusters Score -767715.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -767750.375000 Penalty: 2905.491455
	Iteration 12Q: 3 clusters Score -767750.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -767781.812500 Penalty: 2905.491455
	Iteration 13Q: 3 clusters Score -767781.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -767810.437500 Penalty: 2905.491455
	Iteration 14Q: 3 clusters Score -767810.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -767828.625000 Penalty: 2905.491455
	Iteration 15Q: 3 clusters Score -767828.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -767844.750000 Penalty: 2905.491455
	Iteration 16Q: 3 clusters Score -767844.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -767856.750000 Penalty: 2905.491455
	Iteration 17Q: 3 clusters Score -767856.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -767866.187500 Penalty: 2905.491455
	Iteration 18Q: 3 clusters Score -767866.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -767870.687500 Penalty: 2905.491455
	Iteration 19Q: 3 clusters Score -767870.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -767880.125000 Penalty: 2905.491455
	Iteration 20F: 3 clusters Score -767880.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -767886.687500 Penalty: 2905.491455
	Iteration 21Q: 3 clusters Score -767886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -767891.812500 Penalty: 2905.491455
	Iteration 22Q: 3 clusters Score -767891.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -767898.562500 Penalty: 2905.491455
	Iteration 23Q: 3 clusters Score -767898.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -767906.250000 Penalty: 2905.491455
	Iteration 24Q: 3 clusters Score -767906.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -767912.375000 Penalty: 2905.491455
	Iteration 25Q: 3 clusters Score -767912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -767914.937500 Penalty: 2905.491455
	Iteration 26Q: 3 clusters Score -767914.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -767919.687500 Penalty: 2905.491455
	Iteration 27Q: 3 clusters Score -767919.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -767923.187500 Penalty: 2905.491455
	Iteration 28Q: 3 clusters Score -767923.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -767929.312500 Penalty: 2905.491455
	Iteration 29Q: 3 clusters Score -767929.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -767929.375000 Penalty: 2905.491455
	Iteration 30Q: 3 clusters Score -767929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -767932.187500 Penalty: 2905.491455
	Iteration 31Q: 3 clusters Score -767932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -767932.375000 Penalty: 2905.491455
	Iteration 32Q: 3 clusters Score -767932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -767934.750000 Penalty: 2905.491455
	Iteration 33Q: 3 clusters Score -767934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -767935.125000 Penalty: 2905.491455
	Iteration 34Q: 3 clusters Score -767935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -767935.187500 Penalty: 2905.491455
	Iteration 35Q: 3 clusters Score -767935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -767937.625000 Penalty: 2905.491455
	Iteration 36Q: 3 clusters Score -767937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -767939.250000 Penalty: 2905.491455
	Iteration 37Q: 3 clusters Score -767939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -767938.062500 Penalty: 2905.491455
	Iteration 38Q: 3 clusters Score -767938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -767936.687500 Penalty: 2905.491455
	Iteration 39Q: 3 clusters Score -767936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -767940.437500 Penalty: 2905.491455
	Iteration 40F: 3 clusters Score -767940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -767939.312500 Penalty: 2905.491455
	Iteration 41Q: 3 clusters Score -767939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -767940.500000 Penalty: 2905.491455
	Iteration 42Q: 3 clusters Score -767940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -767940.937500 Penalty: 2905.491455
	Iteration 43Q: 3 clusters Score -767940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -767941.625000 Penalty: 2905.491455
	Iteration 44Q: 3 clusters Score -767941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -767943.687500 Penalty: 2905.491455
	Iteration 45Q: 3 clusters Score -767943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -767945.750000 Penalty: 2905.491455
	Iteration 46Q: 3 clusters Score -767945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -767946.000000 Penalty: 2905.491455
	Iteration 47Q: 3 clusters Score -767946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -767947.312500 Penalty: 2905.491455
	Iteration 48Q: 3 clusters Score -767947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -767948.875000 Penalty: 2905.491455
	Iteration 49Q: 3 clusters Score -767948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -767951.187500 Penalty: 2905.491455
	Iteration 50Q: 3 clusters Score -767951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -767955.375000 Penalty: 2905.491455
	Iteration 51Q: 3 clusters Score -767955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -767955.875000 Penalty: 2905.491455
	Iteration 52Q: 3 clusters Score -767955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -767955.500000 Penalty: 2905.491455
	Iteration 53Q: 3 clusters Score -767955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -767956.062500 Penalty: 2905.491455
	Iteration 54Q: 3 clusters Score -767956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -767956.062500 Penalty: 2905.491455
	Iteration 55F: 3 clusters Score -767956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Entering Unmasked Estep 
Score: -2829859.500000 Penalty: 1673.012573
	Iteration 0F: 2 clusters Score -2829860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2809954.750000 Penalty: 3346.025146
	Iteration 0F: 3 clusters Score -2809955 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2818304.500000 Penalty: 3346.025146
	Iteration 1F: 3 clusters Score -2818304 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2819367.250000 Penalty: 3346.025146
	Iteration 2F: 3 clusters Score -2819367 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2820475.000000 Penalty: 3346.025146
	Iteration 3F: 3 clusters Score -2820475 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2821490.000000 Penalty: 3346.025146
	Iteration 4F: 3 clusters Score -2821490 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2822403.500000 Penalty: 3346.025146
	Iteration 5F: 3 clusters Score -2822404 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2823192.000000 Penalty: 3346.025146
	Iteration 6Q: 3 clusters Score -2823192 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2823956.500000 Penalty: 3346.025146
	Iteration 7Q: 3 clusters Score -2823956 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2824598.250000 Penalty: 3346.025146
	Iteration 8Q: 3 clusters Score -2824598 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2825176.250000 Penalty: 3346.025146
	Iteration 9Q: 3 clusters Score -2825176 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2825781.500000 Penalty: 3346.025146
	Iteration 10Q: 3 clusters Score -2825782 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2826435.250000 Penalty: 3346.025146
	Iteration 11Q: 3 clusters Score -2826435 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2827012.750000 Penalty: 3346.025146
	Iteration 12Q: 3 clusters Score -2827013 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2827518.750000 Penalty: 3346.025146
	Iteration 13Q: 3 clusters Score -2827519 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2827846.500000 Penalty: 3346.025146
	Iteration 14Q: 3 clusters Score -2827846 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2828063.750000 Penalty: 3346.025146
	Iteration 15Q: 3 clusters Score -2828064 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2828229.500000 Penalty: 3346.025146
	Iteration 16Q: 3 clusters Score -2828230 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2828358.750000 Penalty: 3346.025146
	Iteration 17Q: 3 clusters Score -2828359 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2828450.000000 Penalty: 3346.025146
	Iteration 18Q: 3 clusters Score -2828450 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2828529.000000 Penalty: 3346.025146
	Iteration 19Q: 3 clusters Score -2828529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2828583.500000 Penalty: 3346.025146
	Iteration 20F: 3 clusters Score -2828584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2828652.250000 Penalty: 3346.025146
	Iteration 21Q: 3 clusters Score -2828652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2828703.500000 Penalty: 3346.025146
	Iteration 22Q: 3 clusters Score -2828704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2828741.500000 Penalty: 3346.025146
	Iteration 23Q: 3 clusters Score -2828742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2828782.750000 Penalty: 3346.025146
	Iteration 24Q: 3 clusters Score -2828783 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2828822.500000 Penalty: 3346.025146
	Iteration 25Q: 3 clusters Score -2828822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2828848.750000 Penalty: 3346.025146
	Iteration 26Q: 3 clusters Score -2828849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2828861.000000 Penalty: 3346.025146
	Iteration 27Q: 3 clusters Score -2828861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2828868.500000 Penalty: 3346.025146
	Iteration 28Q: 3 clusters Score -2828868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2828873.500000 Penalty: 3346.025146
	Iteration 29Q: 3 clusters Score -2828874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2828885.250000 Penalty: 3346.025146
	Iteration 30Q: 3 clusters Score -2828885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2828889.500000 Penalty: 3346.025146
	Iteration 31Q: 3 clusters Score -2828890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2828897.250000 Penalty: 3346.025146
	Iteration 32Q: 3 clusters Score -2828897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2828904.750000 Penalty: 3346.025146
	Iteration 33Q: 3 clusters Score -2828905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2828923.250000 Penalty: 3346.025146
	Iteration 34Q: 3 clusters Score -2828923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2828931.250000 Penalty: 3346.025146
	Iteration 35Q: 3 clusters Score -2828931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2828943.500000 Penalty: 3346.025146
	Iteration 36Q: 3 clusters Score -2828944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2828947.000000 Penalty: 3346.025146
	Iteration 37Q: 3 clusters Score -2828947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2828960.750000 Penalty: 3346.025146
	Iteration 38Q: 3 clusters Score -2828961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2828973.500000 Penalty: 3346.025146
	Iteration 39Q: 3 clusters Score -2828974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2828981.750000 Penalty: 3346.025146
	Iteration 40F: 3 clusters Score -2828982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2828987.250000 Penalty: 3346.025146
	Iteration 41Q: 3 clusters Score -2828987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2828987.000000 Penalty: 3346.025146
	Iteration 42Q: 3 clusters Score -2828987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2828988.250000 Penalty: 3346.025146
	Iteration 43Q: 3 clusters Score -2828988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2828988.500000 Penalty: 3346.025146
	Iteration 44Q: 3 clusters Score -2828988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2828992.500000 Penalty: 3346.025146
	Iteration 45Q: 3 clusters Score -2828992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2828993.750000 Penalty: 3346.025146
	Iteration 46Q: 3 clusters Score -2828994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2828993.750000 Penalty: 3346.025146
	Iteration 47F: 3 clusters Score -2828994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -178474.656250 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -178474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -176441.781250 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -176441.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176859.109375 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -176859.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176946.515625 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -176946.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -177005.078125 Penalty: 2456.178711
	Iteration 3Q: 3 clusters Score -177005.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177056.562500 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -177056.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177105.125000 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -177105.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -177152.375000 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -177152.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177198.109375 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -177198.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177233.703125 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -177233.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177269.968750 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -177270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177308.437500 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -177308.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177348.656250 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -177348.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -177387.765625 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -177387.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177421.281250 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -177421.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177452.437500 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -177452.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -177488.468750 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -177488.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177528.828125 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -177528.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -177565.406250 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -177565.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -177600.015625 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -177600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -177633.640625 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -177633.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177662.703125 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -177662.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -177686.921875 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -177686.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -177700.375000 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -177700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177707.468750 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -177707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -177712.109375 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -177712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177716.921875 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -177716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -177718.531250 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -177718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -177719.781250 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -177719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -177721.500000 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -177721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -177722.265625 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -177722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -177723.281250 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -177723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -177726.656250 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -177726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -177728.968750 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -177729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -177729.453125 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -177729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -177729.531250 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -177729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -177729.531250 Penalty: 2456.178711
	Iteration 35F: 3 clusters Score -177729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Entering Unmasked Estep 
Score: -1702055.625000 Penalty: 1583.375122
	Iteration 0F: 2 clusters Score -1702056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1690352.500000 Penalty: 3166.750244
	Iteration 0F: 3 clusters Score -1690352 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1694744.500000 Penalty: 3166.750244
	Iteration 1F: 3 clusters Score -1694744 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1695463.375000 Penalty: 3166.750244
	Iteration 2F: 3 clusters Score -1695463 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1696433.000000 Penalty: 3166.750244
	Iteration 3F: 3 clusters Score -1696433 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1697620.500000 Penalty: 3166.750244
	Iteration 4F: 3 clusters Score -1697620 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1698737.000000 Penalty: 3166.750244
	Iteration 5F: 3 clusters Score -1698737 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1699620.375000 Penalty: 3166.750244
	Iteration 6F: 3 clusters Score -1699620 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1700252.000000 Penalty: 3166.750244
	Iteration 7F: 3 clusters Score -1700252 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1700586.375000 Penalty: 3166.750244
	Iteration 8Q: 3 clusters Score -1700586 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1700780.625000 Penalty: 3166.750244
	Iteration 9Q: 3 clusters Score -1700781 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1700887.375000 Penalty: 3166.750244
	Iteration 10Q: 3 clusters Score -1700887 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1700960.375000 Penalty: 3166.750244
	Iteration 11Q: 3 clusters Score -1700960 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1700995.250000 Penalty: 3166.750244
	Iteration 12Q: 3 clusters Score -1700995 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1701016.250000 Penalty: 3166.750244
	Iteration 13Q: 3 clusters Score -1701016 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1701035.375000 Penalty: 3166.750244
	Iteration 14Q: 3 clusters Score -1701035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1701056.250000 Penalty: 3166.750244
	Iteration 15Q: 3 clusters Score -1701056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1701075.500000 Penalty: 3166.750244
	Iteration 16Q: 3 clusters Score -1701076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1701097.625000 Penalty: 3166.750244
	Iteration 17Q: 3 clusters Score -1701098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1701101.250000 Penalty: 3166.750244
	Iteration 18Q: 3 clusters Score -1701101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1701114.625000 Penalty: 3166.750244
	Iteration 19Q: 3 clusters Score -1701115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1701132.250000 Penalty: 3166.750244
	Iteration 20F: 3 clusters Score -1701132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1701133.125000 Penalty: 3166.750244
	Iteration 21Q: 3 clusters Score -1701133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1701138.875000 Penalty: 3166.750244
	Iteration 22Q: 3 clusters Score -1701139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1701137.625000 Penalty: 3166.750244
	Iteration 23Q: 3 clusters Score -1701138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1701147.750000 Penalty: 3166.750244
	Iteration 24Q: 3 clusters Score -1701148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1701151.125000 Penalty: 3166.750244
	Iteration 25Q: 3 clusters Score -1701151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1701152.125000 Penalty: 3166.750244
	Iteration 26Q: 3 clusters Score -1701152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1701155.375000 Penalty: 3166.750244
	Iteration 27Q: 3 clusters Score -1701155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1701151.625000 Penalty: 3166.750244
	Iteration 28Q: 3 clusters Score -1701152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1701152.375000 Penalty: 3166.750244
	Iteration 29Q: 3 clusters Score -1701152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1701151.375000 Penalty: 3166.750244
	Iteration 30Q: 3 clusters Score -1701151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1701152.000000 Penalty: 3166.750244
	Iteration 31Q: 3 clusters Score -1701152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1701159.875000 Penalty: 3166.750244
	Iteration 32Q: 3 clusters Score -1701160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1701157.500000 Penalty: 3166.750244
	Iteration 33Q: 3 clusters Score -1701158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1701155.250000 Penalty: 3166.750244
	Iteration 34Q: 3 clusters Score -1701155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1701153.750000 Penalty: 3166.750244
	Iteration 35Q: 3 clusters Score -1701154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1701160.375000 Penalty: 3166.750244
	Iteration 36Q: 3 clusters Score -1701160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1701163.375000 Penalty: 3166.750244
	Iteration 37Q: 3 clusters Score -1701163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1701163.500000 Penalty: 3166.750244
	Iteration 38Q: 3 clusters Score -1701164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1701163.375000 Penalty: 3166.750244
	Iteration 39Q: 3 clusters Score -1701163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1701162.375000 Penalty: 3166.750244
	Iteration 40F: 3 clusters Score -1701162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1701160.750000 Penalty: 3166.750244
	Iteration 41Q: 3 clusters Score -1701161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1701161.875000 Penalty: 3166.750244
	Iteration 42Q: 3 clusters Score -1701162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1701155.250000 Penalty: 3166.750244
	Iteration 43Q: 3 clusters Score -1701155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1701156.625000 Penalty: 3166.750244
	Iteration 44Q: 3 clusters Score -1701157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1701157.750000 Penalty: 3166.750244
	Iteration 45Q: 3 clusters Score -1701158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1701156.375000 Penalty: 3166.750244
	Iteration 46Q: 3 clusters Score -1701156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1701157.000000 Penalty: 3166.750244
	Iteration 47Q: 3 clusters Score -1701157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1701156.125000 Penalty: 3166.750244
	Iteration 48Q: 3 clusters Score -1701156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1701158.750000 Penalty: 3166.750244
	Iteration 49Q: 3 clusters Score -1701159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1701158.375000 Penalty: 3166.750244
	Iteration 50Q: 3 clusters Score -1701158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1701160.625000 Penalty: 3166.750244
	Iteration 51Q: 3 clusters Score -1701161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1701160.625000 Penalty: 3166.750244
	Iteration 52Q: 3 clusters Score -1701161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1701163.125000 Penalty: 3166.750244
	Iteration 53Q: 3 clusters Score -1701163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1701160.500000 Penalty: 3166.750244
	Iteration 54Q: 3 clusters Score -1701160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1701160.500000 Penalty: 3166.750244
	Iteration 55Q: 3 clusters Score -1701160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1701160.500000 Penalty: 3166.750244
	Iteration 56F: 3 clusters Score -1701160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Entering Unmasked Estep 
Score: -2077577.625000 Penalty: 1607.453613
	Iteration 0F: 2 clusters Score -2077578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2063987.125000 Penalty: 3214.907227
	Iteration 0F: 3 clusters Score -2063987 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2069038.750000 Penalty: 3214.907227
	Iteration 1F: 3 clusters Score -2069039 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2069445.125000 Penalty: 3214.907227
	Iteration 2F: 3 clusters Score -2069445 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2069949.250000 Penalty: 3214.907227
	Iteration 3F: 3 clusters Score -2069949 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2070642.625000 Penalty: 3214.907227
	Iteration 4F: 3 clusters Score -2070643 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2071639.875000 Penalty: 3214.907227
	Iteration 5F: 3 clusters Score -2071640 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2072936.625000 Penalty: 3214.907227
	Iteration 6F: 3 clusters Score -2072937 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2074313.500000 Penalty: 3214.907227
	Iteration 7F: 3 clusters Score -2074314 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2075284.875000 Penalty: 3214.907227
	Iteration 8F: 3 clusters Score -2075285 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2075871.625000 Penalty: 3214.907227
	Iteration 9Q: 3 clusters Score -2075872 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2076232.625000 Penalty: 3214.907227
	Iteration 10Q: 3 clusters Score -2076233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2076396.750000 Penalty: 3214.907227
	Iteration 11Q: 3 clusters Score -2076397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2076460.625000 Penalty: 3214.907227
	Iteration 12Q: 3 clusters Score -2076461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2076492.250000 Penalty: 3214.907227
	Iteration 13Q: 3 clusters Score -2076492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2076505.375000 Penalty: 3214.907227
	Iteration 14Q: 3 clusters Score -2076505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2076512.750000 Penalty: 3214.907227
	Iteration 15Q: 3 clusters Score -2076513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2076521.500000 Penalty: 3214.907227
	Iteration 16Q: 3 clusters Score -2076522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2076524.250000 Penalty: 3214.907227
	Iteration 17Q: 3 clusters Score -2076524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2076530.000000 Penalty: 3214.907227
	Iteration 18Q: 3 clusters Score -2076530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2076531.625000 Penalty: 3214.907227
	Iteration 19Q: 3 clusters Score -2076532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2076534.625000 Penalty: 3214.907227
	Iteration 20F: 3 clusters Score -2076535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2076534.000000 Penalty: 3214.907227
	Iteration 21Q: 3 clusters Score -2076534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2076537.375000 Penalty: 3214.907227
	Iteration 22Q: 3 clusters Score -2076537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2076536.875000 Penalty: 3214.907227
	Iteration 23Q: 3 clusters Score -2076537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2076536.875000 Penalty: 3214.907227
	Iteration 24F: 3 clusters Score -2076537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Entering Unmasked Estep 
Score: -6998345.000000 Penalty: 1803.676025
	Iteration 0F: 2 clusters Score -6998345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -6954030.500000 Penalty: 3607.352051
	Iteration 0F: 3 clusters Score -6954030 nChanged 31438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -6972053.500000 Penalty: 3607.352051
	Iteration 1F: 3 clusters Score -6972054 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -6972721.000000 Penalty: 3607.352051
	Iteration 2Q: 3 clusters Score -6972721 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -6973548.500000 Penalty: 3607.352051
	Iteration 3Q: 3 clusters Score -6973548 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -6974557.500000 Penalty: 3607.352051
	Iteration 4Q: 3 clusters Score -6974558 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -6975908.500000 Penalty: 3607.352051
	Iteration 5Q: 3 clusters Score -6975908 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -6977670.500000 Penalty: 3607.352051
	Iteration 6F: 3 clusters Score -6977670 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -6980025.000000 Penalty: 3607.352051
	Iteration 7F: 3 clusters Score -6980025 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -6982805.000000 Penalty: 3607.352051
	Iteration 8F: 3 clusters Score -6982805 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -6985515.000000 Penalty: 3607.352051
	Iteration 9F: 3 clusters Score -6985515 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -6987722.500000 Penalty: 3607.352051
	Iteration 10F: 3 clusters Score -6987722 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -6989267.000000 Penalty: 3607.352051
	Iteration 11Q: 3 clusters Score -6989267 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6990358.000000 Penalty: 3607.352051
	Iteration 12Q: 3 clusters Score -6990358 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6991178.500000 Penalty: 3607.352051
	Iteration 13Q: 3 clusters Score -6991178 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -6991924.000000 Penalty: 3607.352051
	Iteration 14Q: 3 clusters Score -6991924 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -6992606.500000 Penalty: 3607.352051
	Iteration 15Q: 3 clusters Score -6992606 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -6993233.000000 Penalty: 3607.352051
	Iteration 16Q: 3 clusters Score -6993233 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -6993858.500000 Penalty: 3607.352051
	Iteration 17Q: 3 clusters Score -6993858 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -6994414.500000 Penalty: 3607.352051
	Iteration 18Q: 3 clusters Score -6994414 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -6994870.500000 Penalty: 3607.352051
	Iteration 19Q: 3 clusters Score -6994870 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6995315.500000 Penalty: 3607.352051
	Iteration 20F: 3 clusters Score -6995316 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6995714.000000 Penalty: 3607.352051
	Iteration 21Q: 3 clusters Score -6995714 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6995996.000000 Penalty: 3607.352051
	Iteration 22Q: 3 clusters Score -6995996 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6996172.000000 Penalty: 3607.352051
	Iteration 23Q: 3 clusters Score -6996172 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6996335.500000 Penalty: 3607.352051
	Iteration 24Q: 3 clusters Score -6996336 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6996460.500000 Penalty: 3607.352051
	Iteration 25Q: 3 clusters Score -6996460 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6996527.500000 Penalty: 3607.352051
	Iteration 26Q: 3 clusters Score -6996528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6996613.000000 Penalty: 3607.352051
	Iteration 27Q: 3 clusters Score -6996613 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6996659.500000 Penalty: 3607.352051
	Iteration 28Q: 3 clusters Score -6996660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6996704.500000 Penalty: 3607.352051
	Iteration 29Q: 3 clusters Score -6996704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6996757.000000 Penalty: 3607.352051
	Iteration 30Q: 3 clusters Score -6996757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6996780.000000 Penalty: 3607.352051
	Iteration 31Q: 3 clusters Score -6996780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6996786.500000 Penalty: 3607.352051
	Iteration 32Q: 3 clusters Score -6996786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6996794.000000 Penalty: 3607.352051
	Iteration 33Q: 3 clusters Score -6996794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6996808.000000 Penalty: 3607.352051
	Iteration 34Q: 3 clusters Score -6996808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6996810.000000 Penalty: 3607.352051
	Iteration 35Q: 3 clusters Score -6996810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6996805.500000 Penalty: 3607.352051
	Iteration 36Q: 3 clusters Score -6996806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6996810.500000 Penalty: 3607.352051
	Iteration 37Q: 3 clusters Score -6996810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6996813.500000 Penalty: 3607.352051
	Iteration 38Q: 3 clusters Score -6996814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6996821.000000 Penalty: 3607.352051
	Iteration 39Q: 3 clusters Score -6996821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6996820.500000 Penalty: 3607.352051
	Iteration 40F: 3 clusters Score -6996820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6996824.500000 Penalty: 3607.352051
	Iteration 41Q: 3 clusters Score -6996824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6996828.000000 Penalty: 3607.352051
	Iteration 42Q: 3 clusters Score -6996828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6996832.500000 Penalty: 3607.352051
	Iteration 43Q: 3 clusters Score -6996832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6996837.000000 Penalty: 3607.352051
	Iteration 44Q: 3 clusters Score -6996837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6996835.000000 Penalty: 3607.352051
	Iteration 45Q: 3 clusters Score -6996835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6996835.500000 Penalty: 3607.352051
	Iteration 46Q: 3 clusters Score -6996836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6996836.500000 Penalty: 3607.352051
	Iteration 47Q: 3 clusters Score -6996836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6996840.000000 Penalty: 3607.352051
	Iteration 48Q: 3 clusters Score -6996840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6996845.500000 Penalty: 3607.352051
	Iteration 49Q: 3 clusters Score -6996846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6996847.500000 Penalty: 3607.352051
	Iteration 50Q: 3 clusters Score -6996848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6996851.500000 Penalty: 3607.352051
	Iteration 51Q: 3 clusters Score -6996852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6996859.000000 Penalty: 3607.352051
	Iteration 52Q: 3 clusters Score -6996859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6996860.000000 Penalty: 3607.352051
	Iteration 53Q: 3 clusters Score -6996860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6996856.500000 Penalty: 3607.352051
	Iteration 54Q: 3 clusters Score -6996856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6996857.000000 Penalty: 3607.352051
	Iteration 55Q: 3 clusters Score -6996857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6996855.500000 Penalty: 3607.352051
	Iteration 56Q: 3 clusters Score -6996856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6996855.000000 Penalty: 3607.352051
	Iteration 57Q: 3 clusters Score -6996855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6996856.000000 Penalty: 3607.352051
	Iteration 58Q: 3 clusters Score -6996856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6996858.500000 Penalty: 3607.352051
	Iteration 59Q: 3 clusters Score -6996858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6996865.000000 Penalty: 3607.352051
	Iteration 60F: 3 clusters Score -6996865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6996873.000000 Penalty: 3607.352051
	Iteration 61Q: 3 clusters Score -6996873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6996879.000000 Penalty: 3607.352051
	Iteration 62Q: 3 clusters Score -6996879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6996874.000000 Penalty: 3607.352051
	Iteration 63Q: 3 clusters Score -6996874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6996877.000000 Penalty: 3607.352051
	Iteration 64Q: 3 clusters Score -6996877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6996877.000000 Penalty: 3607.352051
	Iteration 65F: 3 clusters Score -6996877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -323077.062500 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -323077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -320254.812500 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -320254.8 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320934.468750 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -320934.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -321115.187500 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -321115.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -321253.218750 Penalty: 2622.129150
	Iteration 3F: 3 clusters Score -321253.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321385.625000 Penalty: 2622.129150
	Iteration 4F: 3 clusters Score -321385.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -321491.093750 Penalty: 2622.129150
	Iteration 5Q: 3 clusters Score -321491.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -321566.312500 Penalty: 2622.129150
	Iteration 6Q: 3 clusters Score -321566.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -321635.312500 Penalty: 2622.129150
	Iteration 7Q: 3 clusters Score -321635.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -321701.218750 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -321701.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -321758.781250 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -321758.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -321804.718750 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -321804.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -321848.656250 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -321848.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -321900.156250 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -321900.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -321945.406250 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -321945.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -322018.062500 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -322018.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -322098.093750 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -322098.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -322143.687500 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -322143.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -322167.312500 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -322167.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -322182.562500 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -322182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322193.656250 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -322193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -322200.218750 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -322200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -322202.531250 Penalty: 2622.129150
	Iteration 21Q: 3 clusters Score -322202.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -322207.000000 Penalty: 2622.129150
	Iteration 22Q: 3 clusters Score -322207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -322208.750000 Penalty: 2622.129150
	Iteration 23Q: 3 clusters Score -322208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -322209.906250 Penalty: 2622.129150
	Iteration 24Q: 3 clusters Score -322209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -322211.093750 Penalty: 2622.129150
	Iteration 25Q: 3 clusters Score -322211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -322211.812500 Penalty: 2622.129150
	Iteration 26Q: 3 clusters Score -322211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -322214.000000 Penalty: 2622.129150
	Iteration 27Q: 3 clusters Score -322214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -322214.031250 Penalty: 2622.129150
	Iteration 28Q: 3 clusters Score -322214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -322214.718750 Penalty: 2622.129150
	Iteration 29Q: 3 clusters Score -322214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -322215.718750 Penalty: 2622.129150
	Iteration 30Q: 3 clusters Score -322215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -322216.031250 Penalty: 2622.129150
	Iteration 31Q: 3 clusters Score -322216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -322216.625000 Penalty: 2622.129150
	Iteration 32Q: 3 clusters Score -322216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -322217.812500 Penalty: 2622.129150
	Iteration 33Q: 3 clusters Score -322217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -322218.062500 Penalty: 2622.129150
	Iteration 34Q: 3 clusters Score -322218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -322218.062500 Penalty: 2622.129150
	Iteration 35F: 3 clusters Score -322218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16042 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 191925 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95260 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29598 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 279Q: 49 clusters Score -1.540675e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21364 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16037 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 191928 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80340 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95280 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168758 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111545 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29592 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19770 members 
Mstep: Class 47 contains 66138 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 280F: 49 clusters Score -1.540676e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21356 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118294 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16031 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 191929 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155254 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95299 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168757 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111544 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29590 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19769 members 
Mstep: Class 47 contains 66135 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 281Q: 49 clusters Score -1.540675e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21338 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118293 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16025 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 191931 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155256 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95328 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168757 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111543 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29581 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19770 members 
Mstep: Class 47 contains 66137 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 282Q: 49 clusters Score -1.540675e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21324 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118291 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16018 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 191933 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155257 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95353 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111537 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29577 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19770 members 
Mstep: Class 47 contains 66140 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 283Q: 49 clusters Score -1.540675e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21307 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118289 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16013 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 191932 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155258 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95380 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168755 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111537 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29573 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067456.000000 Penalty: 111104.703125
Iteration 284Q: 49 clusters Score -1.540675e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118284 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16008 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 191934 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155258 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95405 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168755 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111538 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29571 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19774 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067472.000000 Penalty: 111104.703125
Iteration 285Q: 49 clusters Score -1.540675e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21273 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118277 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 16001 members 
Mstep: Class 14 contains 10113 members 
Mstep: Class 15 contains 191934 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155259 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95428 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168756 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111537 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29573 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19775 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 286Q: 49 clusters Score -1.540675e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21250 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118273 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 15996 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 191938 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155259 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80337 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95458 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168759 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111535 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29571 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19772 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067424.000000 Penalty: 111104.703125
Iteration 287Q: 49 clusters Score -1.540674e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21227 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118269 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 15994 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 191940 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155259 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95486 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168761 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111538 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29567 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19771 members 
Mstep: Class 47 contains 66141 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 288Q: 49 clusters Score -1.540674e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118267 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 15989 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 15 contains 191943 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155260 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 80335 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95515 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168761 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111536 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29562 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19769 members 
Mstep: Class 47 contains 66140 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 289Q: 49 clusters Score -1.540675e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118266 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 15984 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 191947 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155260 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 80334 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95539 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168761 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111538 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29559 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19763 members 
Mstep: Class 47 contains 66139 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 290Q: 49 clusters Score -1.540676e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30963 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118262 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 15979 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 191946 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155261 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95567 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168762 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111539 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29558 members 
Mstep: Class 44 contains 1915 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19756 members 
Mstep: Class 47 contains 66137 members 
Mstep: Class 48 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 291Q: 49 clusters Score -1.540676e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21168 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118262 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 15974 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 191948 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155262 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80330 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95592 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168762 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111540 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29556 members 
Mstep: Class 44 contains 1916 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19753 members 
Mstep: Class 47 contains 66137 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 292Q: 49 clusters Score -1.540676e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21153 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118258 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 15970 members 
Mstep: Class 14 contains 10126 members 
Mstep: Class 15 contains 191948 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29931 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155262 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95618 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2824 members 
Mstep: Class 34 contains 1939 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168763 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111542 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29552 members 
Mstep: Class 44 contains 1916 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19750 members 
Mstep: Class 47 contains 66137 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 111104.703125
Iteration 293Q: 49 clusters Score -1.540676e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21139 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118250 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 15962 members 
Mstep: Class 14 contains 10126 members 
Mstep: Class 15 contains 191950 members 
Mstep: Class 16 contains 30208 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155266 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95644 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168764 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111543 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29552 members 
Mstep: Class 44 contains 1916 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19748 members 
Mstep: Class 47 contains 66137 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 294Q: 49 clusters Score -1.540677e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21122 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118243 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 15956 members 
Mstep: Class 14 contains 10123 members 
Mstep: Class 15 contains 191954 members 
Mstep: Class 16 contains 30207 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155265 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95674 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1942 members 
Mstep: Class 35 contains 7460 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 168764 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111543 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29557 members 
Mstep: Class 44 contains 1917 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19738 members 
Mstep: Class 47 contains 66136 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 295Q: 49 clusters Score -1.540676e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21092 members 
Mstep: Class 4 contains 53452 members 
Mstep: Class 5 contains 30962 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118243 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 15954 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 15 contains 191957 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155263 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80330 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95704 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1945 members 
Mstep: Class 35 contains 7461 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168762 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111545 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29556 members 
Mstep: Class 44 contains 1919 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19735 members 
Mstep: Class 47 contains 66135 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 296Q: 49 clusters Score -1.540676e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21066 members 
Mstep: Class 4 contains 53451 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118243 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 15947 members 
Mstep: Class 14 contains 10127 members 
Mstep: Class 15 contains 191963 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155263 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80330 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95726 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1946 members 
Mstep: Class 35 contains 7463 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168762 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29556 members 
Mstep: Class 44 contains 1920 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19733 members 
Mstep: Class 47 contains 66133 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 297Q: 49 clusters Score -1.540677e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21037 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118244 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 15942 members 
Mstep: Class 14 contains 10130 members 
Mstep: Class 15 contains 191968 members 
Mstep: Class 16 contains 30205 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155264 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95754 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1948 members 
Mstep: Class 35 contains 7464 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168761 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29554 members 
Mstep: Class 44 contains 1920 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19732 members 
Mstep: Class 47 contains 66132 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 298Q: 49 clusters Score -1.540677e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21016 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 191969 members 
Mstep: Class 16 contains 30204 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155263 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95783 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1950 members 
Mstep: Class 35 contains 7465 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168763 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111548 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29555 members 
Mstep: Class 44 contains 1920 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19732 members 
Mstep: Class 47 contains 66130 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 299Q: 49 clusters Score -1.540678e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 21004 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118248 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 15924 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 191974 members 
Mstep: Class 16 contains 30203 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155260 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95805 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1953 members 
Mstep: Class 35 contains 7467 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 168762 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111546 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29553 members 
Mstep: Class 44 contains 1920 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19732 members 
Mstep: Class 47 contains 66127 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 300F: 49 clusters Score -1.540677e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118250 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 15910 members 
Mstep: Class 14 contains 10134 members 
Mstep: Class 15 contains 191976 members 
Mstep: Class 16 contains 30201 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155257 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95826 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1959 members 
Mstep: Class 35 contains 7469 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 168765 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111547 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29550 members 
Mstep: Class 44 contains 1921 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19732 members 
Mstep: Class 47 contains 66126 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 301Q: 49 clusters Score -1.540677e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20993 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118246 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15891 members 
Mstep: Class 14 contains 10136 members 
Mstep: Class 15 contains 191979 members 
Mstep: Class 16 contains 30199 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29929 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155254 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80330 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95848 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1966 members 
Mstep: Class 35 contains 7470 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168769 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111550 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29547 members 
Mstep: Class 44 contains 1923 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19729 members 
Mstep: Class 47 contains 66124 members 
Mstep: Class 48 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 302Q: 49 clusters Score -1.540677e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20971 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118244 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 10137 members 
Mstep: Class 15 contains 191988 members 
Mstep: Class 16 contains 30196 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29928 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155255 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80330 members 
Mstep: Class 30 contains 5539 members 
Mstep: Class 31 contains 95872 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1973 members 
Mstep: Class 35 contains 7472 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168770 members 
Mstep: Class 38 contains 11519 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111557 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29544 members 
Mstep: Class 44 contains 1926 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19729 members 
Mstep: Class 47 contains 66120 members 
Mstep: Class 48 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 303Q: 49 clusters Score -1.540677e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30961 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72754 members 
Mstep: Class 8 contains 118242 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 15870 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 191987 members 
Mstep: Class 16 contains 30196 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155256 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4139 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95907 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1979 members 
Mstep: Class 35 contains 7477 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168770 members 
Mstep: Class 38 contains 11520 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111559 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29539 members 
Mstep: Class 44 contains 1927 members 
Mstep: Class 45 contains 17049 members 
Mstep: Class 46 contains 19730 members 
Mstep: Class 47 contains 66119 members 
Mstep: Class 48 contains 3188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 304Q: 49 clusters Score -1.540678e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20925 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 30960 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118241 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 15861 members 
Mstep: Class 14 contains 10139 members 
Mstep: Class 15 contains 191990 members 
Mstep: Class 16 contains 30193 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155256 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4033 members 
Mstep: Class 29 contains 80329 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95929 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 1987 members 
Mstep: Class 35 contains 7484 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168770 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111561 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29537 members 
Mstep: Class 44 contains 1928 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19731 members 
Mstep: Class 47 contains 66116 members 
Mstep: Class 48 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 305Q: 49 clusters Score -1.540677e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 53456 members 
Mstep: Class 5 contains 30960 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118242 members 
Mstep: Class 9 contains 7045 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 191989 members 
Mstep: Class 16 contains 30192 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37805 members 
Mstep: Class 20 contains 155254 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 80331 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 95953 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 1988 members 
Mstep: Class 35 contains 7492 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168771 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111566 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29529 members 
Mstep: Class 44 contains 1930 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19727 members 
Mstep: Class 47 contains 66110 members 
Mstep: Class 48 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067600.000000 Penalty: 111104.703125
Iteration 306Q: 49 clusters Score -1.540676e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 53459 members 
Mstep: Class 5 contains 30960 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118243 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 191989 members 
Mstep: Class 16 contains 30191 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37806 members 
Mstep: Class 20 contains 155252 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 80332 members 
Mstep: Class 30 contains 5537 members 
Mstep: Class 31 contains 95987 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1989 members 
Mstep: Class 35 contains 7498 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168771 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111569 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29522 members 
Mstep: Class 44 contains 1930 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19726 members 
Mstep: Class 47 contains 66103 members 
Mstep: Class 48 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 307Q: 49 clusters Score -1.540676e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20862 members 
Mstep: Class 4 contains 53459 members 
Mstep: Class 5 contains 30960 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118243 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 191986 members 
Mstep: Class 16 contains 30188 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 80336 members 
Mstep: Class 30 contains 5536 members 
Mstep: Class 31 contains 96013 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 1990 members 
Mstep: Class 35 contains 7501 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168775 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111572 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29518 members 
Mstep: Class 44 contains 1930 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19725 members 
Mstep: Class 47 contains 66100 members 
Mstep: Class 48 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067648.000000 Penalty: 111104.703125
Iteration 308Q: 49 clusters Score -1.540676e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20856 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 30960 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118239 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 15824 members 
Mstep: Class 14 contains 10142 members 
Mstep: Class 15 contains 191989 members 
Mstep: Class 16 contains 30187 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 80338 members 
Mstep: Class 30 contains 5536 members 
Mstep: Class 31 contains 96031 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1990 members 
Mstep: Class 35 contains 7500 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168777 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111577 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29516 members 
Mstep: Class 44 contains 1931 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19722 members 
Mstep: Class 47 contains 66099 members 
Mstep: Class 48 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 309Q: 49 clusters Score -1.540676e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20849 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 30960 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118232 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15813 members 
Mstep: Class 14 contains 10144 members 
Mstep: Class 15 contains 191994 members 
Mstep: Class 16 contains 30184 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10832 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80339 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96051 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1989 members 
Mstep: Class 35 contains 7500 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168784 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111577 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29511 members 
Mstep: Class 44 contains 1931 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19718 members 
Mstep: Class 47 contains 66098 members 
Mstep: Class 48 contains 3184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 310Q: 49 clusters Score -1.540676e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20842 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30958 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118229 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 10145 members 
Mstep: Class 15 contains 192002 members 
Mstep: Class 16 contains 30183 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96061 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1989 members 
Mstep: Class 35 contains 7501 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168789 members 
Mstep: Class 38 contains 11521 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111578 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29509 members 
Mstep: Class 44 contains 1931 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19716 members 
Mstep: Class 47 contains 66095 members 
Mstep: Class 48 contains 3183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 311Q: 49 clusters Score -1.540677e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20829 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30956 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72758 members 
Mstep: Class 8 contains 118226 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 10149 members 
Mstep: Class 15 contains 192006 members 
Mstep: Class 16 contains 30181 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96081 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1991 members 
Mstep: Class 35 contains 7503 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168792 members 
Mstep: Class 38 contains 11522 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111579 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29504 members 
Mstep: Class 44 contains 1931 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19715 members 
Mstep: Class 47 contains 66094 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067600.000000 Penalty: 111104.703125
Iteration 312Q: 49 clusters Score -1.540676e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20810 members 
Mstep: Class 4 contains 53467 members 
Mstep: Class 5 contains 30955 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72758 members 
Mstep: Class 8 contains 118220 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 15783 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 192001 members 
Mstep: Class 16 contains 30180 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96116 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1992 members 
Mstep: Class 35 contains 7507 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168792 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111578 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29503 members 
Mstep: Class 44 contains 1932 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19714 members 
Mstep: Class 47 contains 66093 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067456.000000 Penalty: 111104.703125
Iteration 313Q: 49 clusters Score -1.540675e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20789 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 30955 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118212 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 192000 members 
Mstep: Class 16 contains 30177 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96151 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1992 members 
Mstep: Class 35 contains 7512 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168792 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111579 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29503 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19710 members 
Mstep: Class 47 contains 66092 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 314Q: 49 clusters Score -1.540676e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20778 members 
Mstep: Class 4 contains 53467 members 
Mstep: Class 5 contains 30955 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118207 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 15767 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 191999 members 
Mstep: Class 16 contains 30175 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96178 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1993 members 
Mstep: Class 35 contains 7514 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168791 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111580 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29499 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19710 members 
Mstep: Class 47 contains 66092 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 111104.703125
Iteration 315Q: 49 clusters Score -1.540676e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20751 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30955 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118201 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15761 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 191998 members 
Mstep: Class 16 contains 30174 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80341 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96208 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 7516 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168796 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111585 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29498 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19708 members 
Mstep: Class 47 contains 66090 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 316Q: 49 clusters Score -1.540677e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20726 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118199 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15757 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 191999 members 
Mstep: Class 16 contains 30172 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155248 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4141 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96240 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 7518 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168801 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111585 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29491 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19706 members 
Mstep: Class 47 contains 66089 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 317Q: 49 clusters Score -1.540676e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118192 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 15750 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192006 members 
Mstep: Class 16 contains 30171 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37807 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96270 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 7520 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168800 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111585 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29489 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19704 members 
Mstep: Class 47 contains 66088 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 318Q: 49 clusters Score -1.540676e+08 nChanged 63
Entering ConstructFrom: 
Score: -154067632.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Entering Unmasked Estep 
Score: -3566083.000000 Penalty: 1700.842896
	Iteration 0F: 2 clusters Score -3566083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3542514.250000 Penalty: 3401.685791
	Iteration 0F: 3 clusters Score -3542514 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3551615.000000 Penalty: 3401.685791
	Iteration 1F: 3 clusters Score -3551615 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3552294.750000 Penalty: 3401.685791
	Iteration 2F: 3 clusters Score -3552295 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3553224.250000 Penalty: 3401.685791
	Iteration 3F: 3 clusters Score -3553224 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3554502.000000 Penalty: 3401.685791
	Iteration 4F: 3 clusters Score -3554502 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3556113.500000 Penalty: 3401.685791
	Iteration 5F: 3 clusters Score -3556114 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3557893.750000 Penalty: 3401.685791
	Iteration 6F: 3 clusters Score -3557894 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3559501.750000 Penalty: 3401.685791
	Iteration 7F: 3 clusters Score -3559502 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3560766.750000 Penalty: 3401.685791
	Iteration 8F: 3 clusters Score -3560767 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3561737.750000 Penalty: 3401.685791
	Iteration 9Q: 3 clusters Score -3561738 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3562400.750000 Penalty: 3401.685791
	Iteration 10Q: 3 clusters Score -3562401 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3562892.750000 Penalty: 3401.685791
	Iteration 11Q: 3 clusters Score -3562893 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3563282.250000 Penalty: 3401.685791
	Iteration 12Q: 3 clusters Score -3563282 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3563617.500000 Penalty: 3401.685791
	Iteration 13Q: 3 clusters Score -3563618 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3563859.750000 Penalty: 3401.685791
	Iteration 14Q: 3 clusters Score -3563860 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3564058.500000 Penalty: 3401.685791
	Iteration 15Q: 3 clusters Score -3564058 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3564251.250000 Penalty: 3401.685791
	Iteration 16Q: 3 clusters Score -3564251 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3564408.000000 Penalty: 3401.685791
	Iteration 17Q: 3 clusters Score -3564408 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -3564531.250000 Penalty: 3401.685791
	Iteration 18Q: 3 clusters Score -3564531 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3564628.750000 Penalty: 3401.685791
	Iteration 19Q: 3 clusters Score -3564629 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3564705.250000 Penalty: 3401.685791
	Iteration 20F: 3 clusters Score -3564705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -3564761.500000 Penalty: 3401.685791
	Iteration 21Q: 3 clusters Score -3564762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3564803.000000 Penalty: 3401.685791
	Iteration 22Q: 3 clusters Score -3564803 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -3564845.250000 Penalty: 3401.685791
	Iteration 23Q: 3 clusters Score -3564845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3564875.000000 Penalty: 3401.685791
	Iteration 24Q: 3 clusters Score -3564875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3564884.500000 Penalty: 3401.685791
	Iteration 25Q: 3 clusters Score -3564884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -3564894.000000 Penalty: 3401.685791
	Iteration 26Q: 3 clusters Score -3564894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3564907.250000 Penalty: 3401.685791
	Iteration 27Q: 3 clusters Score -3564907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3564929.500000 Penalty: 3401.685791
	Iteration 28Q: 3 clusters Score -3564930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3564946.750000 Penalty: 3401.685791
	Iteration 29Q: 3 clusters Score -3564947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3564957.000000 Penalty: 3401.685791
	Iteration 30Q: 3 clusters Score -3564957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3564971.000000 Penalty: 3401.685791
	Iteration 31Q: 3 clusters Score -3564971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3564977.250000 Penalty: 3401.685791
	Iteration 32Q: 3 clusters Score -3564977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3564989.250000 Penalty: 3401.685791
	Iteration 33Q: 3 clusters Score -3564989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -3565005.000000 Penalty: 3401.685791
	Iteration 34Q: 3 clusters Score -3565005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3565018.250000 Penalty: 3401.685791
	Iteration 35Q: 3 clusters Score -3565018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -3565029.000000 Penalty: 3401.685791
	Iteration 36Q: 3 clusters Score -3565029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3565031.250000 Penalty: 3401.685791
	Iteration 37Q: 3 clusters Score -3565031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3565043.000000 Penalty: 3401.685791
	Iteration 38Q: 3 clusters Score -3565043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3565047.750000 Penalty: 3401.685791
	Iteration 39Q: 3 clusters Score -3565048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3565049.750000 Penalty: 3401.685791
	Iteration 40F: 3 clusters Score -3565050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3565048.500000 Penalty: 3401.685791
	Iteration 41Q: 3 clusters Score -3565048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -3565045.750000 Penalty: 3401.685791
	Iteration 42Q: 3 clusters Score -3565046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3565050.000000 Penalty: 3401.685791
	Iteration 43Q: 3 clusters Score -3565050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3565047.750000 Penalty: 3401.685791
	Iteration 44Q: 3 clusters Score -3565048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3565047.750000 Penalty: 3401.685791
	Iteration 45Q: 3 clusters Score -3565048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3565047.750000 Penalty: 3401.685791
	Iteration 46F: 3 clusters Score -3565048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1238231.000000 Penalty: 1524.756470
	Iteration 0F: 2 clusters Score -1238231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1229754.250000 Penalty: 3049.512939
	Iteration 0F: 3 clusters Score -1229754 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1232636.000000 Penalty: 3049.512939
	Iteration 1F: 3 clusters Score -1232636 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1233053.875000 Penalty: 3049.512939
	Iteration 2F: 3 clusters Score -1233054 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1233570.250000 Penalty: 3049.512939
	Iteration 3F: 3 clusters Score -1233570 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1234147.625000 Penalty: 3049.512939
	Iteration 4F: 3 clusters Score -1234148 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1234759.000000 Penalty: 3049.512939
	Iteration 5F: 3 clusters Score -1234759 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1235352.875000 Penalty: 3049.512939
	Iteration 6F: 3 clusters Score -1235353 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1235812.875000 Penalty: 3049.512939
	Iteration 7F: 3 clusters Score -1235813 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1236167.125000 Penalty: 3049.512939
	Iteration 8Q: 3 clusters Score -1236167 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1236469.750000 Penalty: 3049.512939
	Iteration 9Q: 3 clusters Score -1236470 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1236718.500000 Penalty: 3049.512939
	Iteration 10Q: 3 clusters Score -1236718 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1236909.375000 Penalty: 3049.512939
	Iteration 11Q: 3 clusters Score -1236909 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1237071.250000 Penalty: 3049.512939
	Iteration 12Q: 3 clusters Score -1237071 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1237169.250000 Penalty: 3049.512939
	Iteration 13Q: 3 clusters Score -1237169 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1237228.875000 Penalty: 3049.512939
	Iteration 14Q: 3 clusters Score -1237229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1237267.375000 Penalty: 3049.512939
	Iteration 15Q: 3 clusters Score -1237267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1237289.875000 Penalty: 3049.512939
	Iteration 16Q: 3 clusters Score -1237290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1237302.375000 Penalty: 3049.512939
	Iteration 17Q: 3 clusters Score -1237302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1237313.875000 Penalty: 3049.512939
	Iteration 18Q: 3 clusters Score -1237314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1237325.875000 Penalty: 3049.512939
	Iteration 19Q: 3 clusters Score -1237326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1237337.375000 Penalty: 3049.512939
	Iteration 20F: 3 clusters Score -1237337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1237341.375000 Penalty: 3049.512939
	Iteration 21Q: 3 clusters Score -1237341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1237346.125000 Penalty: 3049.512939
	Iteration 22Q: 3 clusters Score -1237346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1237346.500000 Penalty: 3049.512939
	Iteration 23Q: 3 clusters Score -1237346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1237353.875000 Penalty: 3049.512939
	Iteration 24Q: 3 clusters Score -1237354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1237358.500000 Penalty: 3049.512939
	Iteration 25Q: 3 clusters Score -1237358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1237362.375000 Penalty: 3049.512939
	Iteration 26Q: 3 clusters Score -1237362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1237363.625000 Penalty: 3049.512939
	Iteration 27Q: 3 clusters Score -1237364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1237367.500000 Penalty: 3049.512939
	Iteration 28Q: 3 clusters Score -1237368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1237373.625000 Penalty: 3049.512939
	Iteration 29Q: 3 clusters Score -1237374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1237373.375000 Penalty: 3049.512939
	Iteration 30Q: 3 clusters Score -1237373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1237376.250000 Penalty: 3049.512939
	Iteration 31Q: 3 clusters Score -1237376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1237376.625000 Penalty: 3049.512939
	Iteration 32Q: 3 clusters Score -1237377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1237377.375000 Penalty: 3049.512939
	Iteration 33Q: 3 clusters Score -1237377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1237379.000000 Penalty: 3049.512939
	Iteration 34Q: 3 clusters Score -1237379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1237379.125000 Penalty: 3049.512939
	Iteration 35Q: 3 clusters Score -1237379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1237380.375000 Penalty: 3049.512939
	Iteration 36Q: 3 clusters Score -1237380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1237380.625000 Penalty: 3049.512939
	Iteration 37Q: 3 clusters Score -1237381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1237380.250000 Penalty: 3049.512939
	Iteration 38Q: 3 clusters Score -1237380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1237380.000000 Penalty: 3049.512939
	Iteration 39Q: 3 clusters Score -1237380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1237379.375000 Penalty: 3049.512939
	Iteration 40F: 3 clusters Score -1237379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1237380.000000 Penalty: 3049.512939
	Iteration 41Q: 3 clusters Score -1237380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1237381.750000 Penalty: 3049.512939
	Iteration 42Q: 3 clusters Score -1237382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1237380.375000 Penalty: 3049.512939
	Iteration 43Q: 3 clusters Score -1237380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1237380.625000 Penalty: 3049.512939
	Iteration 44Q: 3 clusters Score -1237381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1237381.750000 Penalty: 3049.512939
	Iteration 45Q: 3 clusters Score -1237382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1237381.125000 Penalty: 3049.512939
	Iteration 46Q: 3 clusters Score -1237381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1237379.875000 Penalty: 3049.512939
	Iteration 47Q: 3 clusters Score -1237380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1237379.875000 Penalty: 3049.512939
	Iteration 48F: 3 clusters Score -1237380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Entering Unmasked Estep 
Score: -2173274.750000 Penalty: 1614.820679
	Iteration 0F: 2 clusters Score -2173275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2159117.500000 Penalty: 3229.641357
	Iteration 0F: 3 clusters Score -2159118 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2164136.250000 Penalty: 3229.641357
	Iteration 1F: 3 clusters Score -2164136 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2164483.500000 Penalty: 3229.641357
	Iteration 2Q: 3 clusters Score -2164484 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2164841.250000 Penalty: 3229.641357
	Iteration 3Q: 3 clusters Score -2164841 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2165205.250000 Penalty: 3229.641357
	Iteration 4Q: 3 clusters Score -2165205 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2165558.500000 Penalty: 3229.641357
	Iteration 5Q: 3 clusters Score -2165558 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2165912.250000 Penalty: 3229.641357
	Iteration 6Q: 3 clusters Score -2165912 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2166256.250000 Penalty: 3229.641357
	Iteration 7Q: 3 clusters Score -2166256 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2166583.250000 Penalty: 3229.641357
	Iteration 8Q: 3 clusters Score -2166583 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2166926.750000 Penalty: 3229.641357
	Iteration 9Q: 3 clusters Score -2166927 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2167264.500000 Penalty: 3229.641357
	Iteration 10Q: 3 clusters Score -2167264 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2167551.750000 Penalty: 3229.641357
	Iteration 11Q: 3 clusters Score -2167552 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2167818.000000 Penalty: 3229.641357
	Iteration 12Q: 3 clusters Score -2167818 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2168069.000000 Penalty: 3229.641357
	Iteration 13Q: 3 clusters Score -2168069 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2168317.000000 Penalty: 3229.641357
	Iteration 14Q: 3 clusters Score -2168317 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2168547.750000 Penalty: 3229.641357
	Iteration 15Q: 3 clusters Score -2168548 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2168761.750000 Penalty: 3229.641357
	Iteration 16Q: 3 clusters Score -2168762 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2168942.500000 Penalty: 3229.641357
	Iteration 17Q: 3 clusters Score -2168942 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2169078.000000 Penalty: 3229.641357
	Iteration 18Q: 3 clusters Score -2169078 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2169181.250000 Penalty: 3229.641357
	Iteration 19Q: 3 clusters Score -2169181 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2169229.000000 Penalty: 3229.641357
	Iteration 20F: 3 clusters Score -2169229 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2169263.500000 Penalty: 3229.641357
	Iteration 21Q: 3 clusters Score -2169264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2169294.500000 Penalty: 3229.641357
	Iteration 22Q: 3 clusters Score -2169294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2169313.000000 Penalty: 3229.641357
	Iteration 23Q: 3 clusters Score -2169313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2169320.250000 Penalty: 3229.641357
	Iteration 24Q: 3 clusters Score -2169320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2169337.750000 Penalty: 3229.641357
	Iteration 25Q: 3 clusters Score -2169338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2169351.750000 Penalty: 3229.641357
	Iteration 26Q: 3 clusters Score -2169352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2169363.500000 Penalty: 3229.641357
	Iteration 27Q: 3 clusters Score -2169364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2169369.000000 Penalty: 3229.641357
	Iteration 28Q: 3 clusters Score -2169369 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2169388.500000 Penalty: 3229.641357
	Iteration 29Q: 3 clusters Score -2169388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2169387.000000 Penalty: 3229.641357
	Iteration 30Q: 3 clusters Score -2169387 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2169399.500000 Penalty: 3229.641357
	Iteration 31Q: 3 clusters Score -2169400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2169405.250000 Penalty: 3229.641357
	Iteration 32Q: 3 clusters Score -2169405 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2169428.750000 Penalty: 3229.641357
	Iteration 33Q: 3 clusters Score -2169429 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2169439.500000 Penalty: 3229.641357
	Iteration 34Q: 3 clusters Score -2169440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2169456.250000 Penalty: 3229.641357
	Iteration 35Q: 3 clusters Score -2169456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2169469.250000 Penalty: 3229.641357
	Iteration 36Q: 3 clusters Score -2169469 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2169481.000000 Penalty: 3229.641357
	Iteration 37Q: 3 clusters Score -2169481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2169496.250000 Penalty: 3229.641357
	Iteration 38Q: 3 clusters Score -2169496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2169498.250000 Penalty: 3229.641357
	Iteration 39Q: 3 clusters Score -2169498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2169507.500000 Penalty: 3229.641357
	Iteration 40F: 3 clusters Score -2169508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2169520.250000 Penalty: 3229.641357
	Iteration 41Q: 3 clusters Score -2169520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2169523.000000 Penalty: 3229.641357
	Iteration 42Q: 3 clusters Score -2169523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2169541.500000 Penalty: 3229.641357
	Iteration 43Q: 3 clusters Score -2169542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2169553.500000 Penalty: 3229.641357
	Iteration 44Q: 3 clusters Score -2169554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2169565.750000 Penalty: 3229.641357
	Iteration 45Q: 3 clusters Score -2169566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2169578.000000 Penalty: 3229.641357
	Iteration 46Q: 3 clusters Score -2169578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2169585.750000 Penalty: 3229.641357
	Iteration 47Q: 3 clusters Score -2169586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2169594.500000 Penalty: 3229.641357
	Iteration 48Q: 3 clusters Score -2169594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2169613.500000 Penalty: 3229.641357
	Iteration 49Q: 3 clusters Score -2169614 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2169634.000000 Penalty: 3229.641357
	Iteration 50Q: 3 clusters Score -2169634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2169652.250000 Penalty: 3229.641357
	Iteration 51Q: 3 clusters Score -2169652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2169674.500000 Penalty: 3229.641357
	Iteration 52Q: 3 clusters Score -2169674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2169682.500000 Penalty: 3229.641357
	Iteration 53Q: 3 clusters Score -2169682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2169697.750000 Penalty: 3229.641357
	Iteration 54Q: 3 clusters Score -2169698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2169723.500000 Penalty: 3229.641357
	Iteration 55Q: 3 clusters Score -2169724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2169759.750000 Penalty: 3229.641357
	Iteration 56Q: 3 clusters Score -2169760 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2169784.750000 Penalty: 3229.641357
	Iteration 57Q: 3 clusters Score -2169785 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2169822.500000 Penalty: 3229.641357
	Iteration 58Q: 3 clusters Score -2169822 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2169863.750000 Penalty: 3229.641357
	Iteration 59Q: 3 clusters Score -2169864 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2169906.500000 Penalty: 3229.641357
	Iteration 60F: 3 clusters Score -2169906 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2169957.500000 Penalty: 3229.641357
	Iteration 61Q: 3 clusters Score -2169958 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2170007.750000 Penalty: 3229.641357
	Iteration 62Q: 3 clusters Score -2170008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2170083.250000 Penalty: 3229.641357
	Iteration 63Q: 3 clusters Score -2170083 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2170154.250000 Penalty: 3229.641357
	Iteration 64Q: 3 clusters Score -2170154 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2170226.000000 Penalty: 3229.641357
	Iteration 65Q: 3 clusters Score -2170226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2170303.750000 Penalty: 3229.641357
	Iteration 66Q: 3 clusters Score -2170304 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2170383.000000 Penalty: 3229.641357
	Iteration 67Q: 3 clusters Score -2170383 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2170467.750000 Penalty: 3229.641357
	Iteration 68Q: 3 clusters Score -2170468 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2170547.000000 Penalty: 3229.641357
	Iteration 69Q: 3 clusters Score -2170547 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2170618.250000 Penalty: 3229.641357
	Iteration 70Q: 3 clusters Score -2170618 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2170693.500000 Penalty: 3229.641357
	Iteration 71Q: 3 clusters Score -2170694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2170755.000000 Penalty: 3229.641357
	Iteration 72Q: 3 clusters Score -2170755 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2170817.500000 Penalty: 3229.641357
	Iteration 73Q: 3 clusters Score -2170818 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2170886.000000 Penalty: 3229.641357
	Iteration 74Q: 3 clusters Score -2170886 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2170946.000000 Penalty: 3229.641357
	Iteration 75Q: 3 clusters Score -2170946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2171001.500000 Penalty: 3229.641357
	Iteration 76Q: 3 clusters Score -2171002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2171059.750000 Penalty: 3229.641357
	Iteration 77Q: 3 clusters Score -2171060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2171117.000000 Penalty: 3229.641357
	Iteration 78Q: 3 clusters Score -2171117 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2171172.000000 Penalty: 3229.641357
	Iteration 79Q: 3 clusters Score -2171172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2171212.250000 Penalty: 3229.641357
	Iteration 80F: 3 clusters Score -2171212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2171245.250000 Penalty: 3229.641357
	Iteration 81Q: 3 clusters Score -2171245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2171282.750000 Penalty: 3229.641357
	Iteration 82Q: 3 clusters Score -2171283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2171323.000000 Penalty: 3229.641357
	Iteration 83Q: 3 clusters Score -2171323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2171358.750000 Penalty: 3229.641357
	Iteration 84Q: 3 clusters Score -2171359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2171401.000000 Penalty: 3229.641357
	Iteration 85Q: 3 clusters Score -2171401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2171448.500000 Penalty: 3229.641357
	Iteration 86Q: 3 clusters Score -2171448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2171489.000000 Penalty: 3229.641357
	Iteration 87Q: 3 clusters Score -2171489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2171534.750000 Penalty: 3229.641357
	Iteration 88Q: 3 clusters Score -2171535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2171571.000000 Penalty: 3229.641357
	Iteration 89Q: 3 clusters Score -2171571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2171616.250000 Penalty: 3229.641357
	Iteration 90Q: 3 clusters Score -2171616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2171659.500000 Penalty: 3229.641357
	Iteration 91Q: 3 clusters Score -2171660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2171680.000000 Penalty: 3229.641357
	Iteration 92Q: 3 clusters Score -2171680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2171704.250000 Penalty: 3229.641357
	Iteration 93Q: 3 clusters Score -2171704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2171722.250000 Penalty: 3229.641357
	Iteration 94Q: 3 clusters Score -2171722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2171745.000000 Penalty: 3229.641357
	Iteration 95Q: 3 clusters Score -2171745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2171753.500000 Penalty: 3229.641357
	Iteration 96Q: 3 clusters Score -2171754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2171768.000000 Penalty: 3229.641357
	Iteration 97Q: 3 clusters Score -2171768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2171771.750000 Penalty: 3229.641357
	Iteration 98Q: 3 clusters Score -2171772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2171779.000000 Penalty: 3229.641357
	Iteration 99Q: 3 clusters Score -2171779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2171784.250000 Penalty: 3229.641357
	Iteration 100F: 3 clusters Score -2171784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2171792.000000 Penalty: 3229.641357
	Iteration 101Q: 3 clusters Score -2171792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2171796.000000 Penalty: 3229.641357
	Iteration 102Q: 3 clusters Score -2171796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2171800.000000 Penalty: 3229.641357
	Iteration 103Q: 3 clusters Score -2171800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2171806.750000 Penalty: 3229.641357
	Iteration 104Q: 3 clusters Score -2171807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2171812.250000 Penalty: 3229.641357
	Iteration 105Q: 3 clusters Score -2171812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2171821.250000 Penalty: 3229.641357
	Iteration 106Q: 3 clusters Score -2171821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2171827.500000 Penalty: 3229.641357
	Iteration 107Q: 3 clusters Score -2171828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2171831.500000 Penalty: 3229.641357
	Iteration 108Q: 3 clusters Score -2171832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2171835.250000 Penalty: 3229.641357
	Iteration 109Q: 3 clusters Score -2171835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2171838.750000 Penalty: 3229.641357
	Iteration 110Q: 3 clusters Score -2171839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2171839.000000 Penalty: 3229.641357
	Iteration 111Q: 3 clusters Score -2171839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2171839.750000 Penalty: 3229.641357
	Iteration 112Q: 3 clusters Score -2171840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2171840.000000 Penalty: 3229.641357
	Iteration 113Q: 3 clusters Score -2171840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2171842.250000 Penalty: 3229.641357
	Iteration 114Q: 3 clusters Score -2171842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2171840.000000 Penalty: 3229.641357
	Iteration 115Q: 3 clusters Score -2171840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2171840.500000 Penalty: 3229.641357
	Iteration 116Q: 3 clusters Score -2171840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2171841.000000 Penalty: 3229.641357
	Iteration 117Q: 3 clusters Score -2171841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2171842.000000 Penalty: 3229.641357
	Iteration 118Q: 3 clusters Score -2171842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2171842.500000 Penalty: 3229.641357
	Iteration 119Q: 3 clusters Score -2171842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2171842.500000 Penalty: 3229.641357
	Iteration 120F: 3 clusters Score -2171842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Entering Unmasked Estep 
Score: -5610932.000000 Penalty: 1769.105103
	Iteration 0F: 2 clusters Score -5610932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -5575222.000000 Penalty: 3538.210205
	Iteration 0F: 3 clusters Score -5575222 nChanged 25220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5594916 nChanged 3207
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Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5599450 nChanged 3192
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Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5601819 nChanged 2712
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Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5603562 nChanged 2081
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Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5604480 nChanged 1412
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Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5604999 nChanged 1003
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Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5605350 nChanged 886
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Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5605612 nChanged 766
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Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5605856 nChanged 743
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Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5606073 nChanged 640
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Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5606242 nChanged 602
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Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -5606441.500000 Penalty: 3538.210205
	Iteration 18Q: 3 clusters Score -5606442 nChanged 544
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Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5606586 nChanged 470
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Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5606696 nChanged 417
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Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5606749 nChanged 369
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Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5606823 nChanged 293
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5606894 nChanged 238
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Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5606916 nChanged 185
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Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5606944 nChanged 146
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5606964 nChanged 120
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Mstep: Class 1 contains 30575 members 
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Entering Unmasked Estep 
Score: -5606955.500000 Penalty: 3538.210205
	Iteration 27Q: 3 clusters Score -5606956 nChanged 109
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5606960 nChanged 115
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5606950 nChanged 83
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5606974 nChanged 84
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Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5606980 nChanged 70
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5606996 nChanged 51
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5607006 nChanged 37
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Mstep: Class 1 contains 30748 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5607010 nChanged 31
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5607005 nChanged 31
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Entering Unmasked Estep 
Score: -5606993.500000 Penalty: 3538.210205
	Iteration 36Q: 3 clusters Score -5606994 nChanged 30
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5607006 nChanged 33
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Entering Unmasked Estep 
Score: -5607003.500000 Penalty: 3538.210205
	Iteration 38Q: 3 clusters Score -5607004 nChanged 27
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Mstep: Class 1 contains 30858 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5607000 nChanged 24
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Mstep: Class 1 contains 30876 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5606994 nChanged 21
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Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5606990.500000 Penalty: 3538.210205
	Iteration 41Q: 3 clusters Score -5606990 nChanged 17
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5606995 nChanged 15
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5607000 nChanged 14
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Mstep: Class 1 contains 30931 members 
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Entering Unmasked Estep 
Score: -5607008.000000 Penalty: 3538.210205
	Iteration 44Q: 3 clusters Score -5607008 nChanged 11
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5607004 nChanged 12
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5607001 nChanged 10
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5607008 nChanged 9
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Entering Unmasked Estep 
Score: -5607017.000000 Penalty: 3538.210205
	Iteration 48Q: 3 clusters Score -5607017 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5607022.000000 Penalty: 3538.210205
	Iteration 49Q: 3 clusters Score -5607022 nChanged 22
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Entering Unmasked Estep 
Score: -5607014.500000 Penalty: 3538.210205
	Iteration 50Q: 3 clusters Score -5607014 nChanged 25
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Entering Unmasked Estep 
Score: -5607007.000000 Penalty: 3538.210205
	Iteration 51Q: 3 clusters Score -5607007 nChanged 27
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5607012 nChanged 28
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5607012 nChanged 28
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5607014 nChanged 26
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Entering Unmasked Estep 
Score: -5607008.500000 Penalty: 3538.210205
	Iteration 55Q: 3 clusters Score -5607008 nChanged 27
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5607013 nChanged 28
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Entering Unmasked Estep 
Score: -5607011.000000 Penalty: 3538.210205
	Iteration 57Q: 3 clusters Score -5607011 nChanged 34
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Entering Unmasked Estep 
Score: -5607019.000000 Penalty: 3538.210205
	Iteration 58Q: 3 clusters Score -5607019 nChanged 22
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	Iteration 59Q: 3 clusters Score -5607014 nChanged 12
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Entering Unmasked Estep 
Score: -5607006.000000 Penalty: 3538.210205
	Iteration 60F: 3 clusters Score -5607006 nChanged 9
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	Iteration 61Q: 3 clusters Score -5607007 nChanged 13
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	Iteration 62Q: 3 clusters Score -5607014 nChanged 15
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Entering Unmasked Estep 
Score: -5607016.500000 Penalty: 3538.210205
	Iteration 63Q: 3 clusters Score -5607016 nChanged 16
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	Iteration 64Q: 3 clusters Score -5607018 nChanged 16
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	Iteration 65Q: 3 clusters Score -5607016 nChanged 15
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	Iteration 66Q: 3 clusters Score -5607014 nChanged 16
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5606996 nChanged 13
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Score: -5607009.500000 Penalty: 3538.210205
	Iteration 68Q: 3 clusters Score -5607010 nChanged 12
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	Iteration 69Q: 3 clusters Score -5607006 nChanged 8
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	Iteration 70Q: 3 clusters Score -5607005 nChanged 8
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	Iteration 71Q: 3 clusters Score -5607004 nChanged 12
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	Iteration 72Q: 3 clusters Score -5607009 nChanged 14
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	Iteration 73Q: 3 clusters Score -5607015 nChanged 16
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Entering Unmasked Estep 
Score: -5607025.500000 Penalty: 3538.210205
	Iteration 74Q: 3 clusters Score -5607026 nChanged 7
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	Iteration 75Q: 3 clusters Score -5607019 nChanged 6
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Score: -5607023.500000 Penalty: 3538.210205
	Iteration 76Q: 3 clusters Score -5607024 nChanged 7
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Score: -5607021.000000 Penalty: 3538.210205
	Iteration 77Q: 3 clusters Score -5607021 nChanged 11
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	Iteration 78Q: 3 clusters Score -5607014 nChanged 14
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	Iteration 79Q: 3 clusters Score -5607022 nChanged 18
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Score: -5607011.500000 Penalty: 3538.210205
	Iteration 80F: 3 clusters Score -5607012 nChanged 16
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	Iteration 81Q: 3 clusters Score -5607013 nChanged 14
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	Iteration 82Q: 3 clusters Score -5607015 nChanged 8
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Score: -5607020.500000 Penalty: 3538.210205
	Iteration 83Q: 3 clusters Score -5607020 nChanged 11
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	Iteration 84Q: 3 clusters Score -5607018 nChanged 12
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	Iteration 85Q: 3 clusters Score -5607020 nChanged 11
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	Iteration 86Q: 3 clusters Score -5607014 nChanged 13
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	Iteration 87Q: 3 clusters Score -5607018 nChanged 17
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Entering Unmasked Estep 
Score: -5607021.500000 Penalty: 3538.210205
	Iteration 88Q: 3 clusters Score -5607022 nChanged 21
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	Iteration 89Q: 3 clusters Score -5607018 nChanged 20
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	Iteration 90Q: 3 clusters Score -5607014 nChanged 17
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	Iteration 91Q: 3 clusters Score -5607018 nChanged 14
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	Iteration 92Q: 3 clusters Score -5607013 nChanged 11
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	Iteration 93Q: 3 clusters Score -5607015 nChanged 7
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	Iteration 94Q: 3 clusters Score -5607016 nChanged 9
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Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5607006.000000 Penalty: 3538.210205
	Iteration 95Q: 3 clusters Score -5607006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5607004.500000 Penalty: 3538.210205
	Iteration 96Q: 3 clusters Score -5607004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -5607010.500000 Penalty: 3538.210205
	Iteration 97Q: 3 clusters Score -5607010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5607010.500000 Penalty: 3538.210205
	Iteration 98Q: 3 clusters Score -5607010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5607012.000000 Penalty: 3538.210205
	Iteration 99Q: 3 clusters Score -5607012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5607014.500000 Penalty: 3538.210205
	Iteration 100F: 3 clusters Score -5607014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5607016.000000 Penalty: 3538.210205
	Iteration 101Q: 3 clusters Score -5607016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5607015.000000 Penalty: 3538.210205
	Iteration 102Q: 3 clusters Score -5607015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5607014.500000 Penalty: 3538.210205
	Iteration 103Q: 3 clusters Score -5607014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5607014.500000 Penalty: 3538.210205
	Iteration 104F: 3 clusters Score -5607014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Entering Unmasked Estep 
Score: -3141624.000000 Penalty: 1680.291870
	Iteration 0F: 2 clusters Score -3141624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3120914.000000 Penalty: 3360.583740
	Iteration 0F: 3 clusters Score -3120914 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3128934.250000 Penalty: 3360.583740
	Iteration 1F: 3 clusters Score -3128934 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3129742.250000 Penalty: 3360.583740
	Iteration 2F: 3 clusters Score -3129742 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3130851.250000 Penalty: 3360.583740
	Iteration 3F: 3 clusters Score -3130851 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3132388.000000 Penalty: 3360.583740
	Iteration 4F: 3 clusters Score -3132388 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3134223.500000 Penalty: 3360.583740
	Iteration 5F: 3 clusters Score -3134224 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3135985.000000 Penalty: 3360.583740
	Iteration 6F: 3 clusters Score -3135985 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3137416.750000 Penalty: 3360.583740
	Iteration 7F: 3 clusters Score -3137417 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3138463.250000 Penalty: 3360.583740
	Iteration 8Q: 3 clusters Score -3138463 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3139176.250000 Penalty: 3360.583740
	Iteration 9Q: 3 clusters Score -3139176 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3139644.250000 Penalty: 3360.583740
	Iteration 10Q: 3 clusters Score -3139644 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3140011.750000 Penalty: 3360.583740
	Iteration 11Q: 3 clusters Score -3140012 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3140240.500000 Penalty: 3360.583740
	Iteration 12Q: 3 clusters Score -3140240 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3140415.750000 Penalty: 3360.583740
	Iteration 13Q: 3 clusters Score -3140416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3140520.250000 Penalty: 3360.583740
	Iteration 14Q: 3 clusters Score -3140520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3140602.500000 Penalty: 3360.583740
	Iteration 15Q: 3 clusters Score -3140602 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3140647.000000 Penalty: 3360.583740
	Iteration 16Q: 3 clusters Score -3140647 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3140673.000000 Penalty: 3360.583740
	Iteration 17Q: 3 clusters Score -3140673 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3140702.250000 Penalty: 3360.583740
	Iteration 18Q: 3 clusters Score -3140702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3140720.750000 Penalty: 3360.583740
	Iteration 19Q: 3 clusters Score -3140721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3140739.000000 Penalty: 3360.583740
	Iteration 20F: 3 clusters Score -3140739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3140759.500000 Penalty: 3360.583740
	Iteration 21Q: 3 clusters Score -3140760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3140763.000000 Penalty: 3360.583740
	Iteration 22Q: 3 clusters Score -3140763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3140768.500000 Penalty: 3360.583740
	Iteration 23Q: 3 clusters Score -3140768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3140772.000000 Penalty: 3360.583740
	Iteration 24Q: 3 clusters Score -3140772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3140771.500000 Penalty: 3360.583740
	Iteration 25Q: 3 clusters Score -3140772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3140780.250000 Penalty: 3360.583740
	Iteration 26Q: 3 clusters Score -3140780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3140784.750000 Penalty: 3360.583740
	Iteration 27Q: 3 clusters Score -3140785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3140784.750000 Penalty: 3360.583740
	Iteration 28Q: 3 clusters Score -3140785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3140793.000000 Penalty: 3360.583740
	Iteration 29Q: 3 clusters Score -3140793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3140803.500000 Penalty: 3360.583740
	Iteration 30Q: 3 clusters Score -3140804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3140814.000000 Penalty: 3360.583740
	Iteration 31Q: 3 clusters Score -3140814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3140807.000000 Penalty: 3360.583740
	Iteration 32Q: 3 clusters Score -3140807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3140812.000000 Penalty: 3360.583740
	Iteration 33Q: 3 clusters Score -3140812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3140809.250000 Penalty: 3360.583740
	Iteration 34Q: 3 clusters Score -3140809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3140817.000000 Penalty: 3360.583740
	Iteration 35Q: 3 clusters Score -3140817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3140817.500000 Penalty: 3360.583740
	Iteration 36Q: 3 clusters Score -3140818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3140822.000000 Penalty: 3360.583740
	Iteration 37Q: 3 clusters Score -3140822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3140833.750000 Penalty: 3360.583740
	Iteration 38Q: 3 clusters Score -3140834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3140846.250000 Penalty: 3360.583740
	Iteration 39Q: 3 clusters Score -3140846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3140845.750000 Penalty: 3360.583740
	Iteration 40F: 3 clusters Score -3140846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3140840.750000 Penalty: 3360.583740
	Iteration 41Q: 3 clusters Score -3140841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3140843.500000 Penalty: 3360.583740
	Iteration 42Q: 3 clusters Score -3140844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3140843.000000 Penalty: 3360.583740
	Iteration 43Q: 3 clusters Score -3140843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3140845.500000 Penalty: 3360.583740
	Iteration 44Q: 3 clusters Score -3140846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3140845.500000 Penalty: 3360.583740
	Iteration 45F: 3 clusters Score -3140846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -336644.687500 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -336644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -333692.187500 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -333692.2 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -334493.406250 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -334493.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -334637.031250 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -334637 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -334734.718750 Penalty: 2644.558594
	Iteration 3Q: 3 clusters Score -334734.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -334815.625000 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -334815.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -334888.156250 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -334888.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -334961.031250 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -334961 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -335022.656250 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -335022.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -335083.656250 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -335083.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -335154.187500 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -335154.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -335236.156250 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -335236.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -335361.281250 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -335361.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -335497.125000 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -335497.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -335630.437500 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -335630.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -335764.312500 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -335764.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -335884.187500 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -335884.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -335965.437500 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -335965.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -336030.593750 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -336030.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -336084.750000 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -336084.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -336126.531250 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -336126.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -336161.656250 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -336161.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -336188.281250 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -336188.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -336208.562500 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -336208.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -336226.937500 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -336226.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -336248.406250 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -336248.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -336274.625000 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -336274.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -336288.593750 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -336288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -336298.562500 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -336298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336306.218750 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -336306.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -336312.937500 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -336312.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -336317.062500 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -336317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -336318.312500 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -336318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -336320.281250 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -336320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -336321.156250 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -336321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -336322.000000 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -336322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -336322.000000 Penalty: 2644.558594
	Iteration 35F: 3 clusters Score -336322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Entering Unmasked Estep 
Score: -7622899.500000 Penalty: 1819.168091
	Iteration 0F: 2 clusters Score -7622900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -7574133.000000 Penalty: 3638.336182
	Iteration 0F: 3 clusters Score -7574133 nChanged 34597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -7594393.000000 Penalty: 3638.336182
	Iteration 1F: 3 clusters Score -7594393 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7595220.000000 Penalty: 3638.336182
	Iteration 2Q: 3 clusters Score -7595220 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -7596232.000000 Penalty: 3638.336182
	Iteration 3Q: 3 clusters Score -7596232 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7597404.000000 Penalty: 3638.336182
	Iteration 4Q: 3 clusters Score -7597404 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -7598909.500000 Penalty: 3638.336182
	Iteration 5Q: 3 clusters Score -7598910 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -7600900.000000 Penalty: 3638.336182
	Iteration 6F: 3 clusters Score -7600900 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -7603170.000000 Penalty: 3638.336182
	Iteration 7F: 3 clusters Score -7603170 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -7605748.500000 Penalty: 3638.336182
	Iteration 8F: 3 clusters Score -7605748 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -7608561.000000 Penalty: 3638.336182
	Iteration 9F: 3 clusters Score -7608561 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -7611058.000000 Penalty: 3638.336182
	Iteration 10F: 3 clusters Score -7611058 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -7613071.500000 Penalty: 3638.336182
	Iteration 11Q: 3 clusters Score -7613072 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -7614771.500000 Penalty: 3638.336182
	Iteration 12Q: 3 clusters Score -7614772 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -7616247.500000 Penalty: 3638.336182
	Iteration 13Q: 3 clusters Score -7616248 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -7617576.500000 Penalty: 3638.336182
	Iteration 14Q: 3 clusters Score -7617576 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -7618720.000000 Penalty: 3638.336182
	Iteration 15Q: 3 clusters Score -7618720 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7619560.500000 Penalty: 3638.336182
	Iteration 16Q: 3 clusters Score -7619560 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7620304.000000 Penalty: 3638.336182
	Iteration 17Q: 3 clusters Score -7620304 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7620779.500000 Penalty: 3638.336182
	Iteration 18Q: 3 clusters Score -7620780 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7621109.000000 Penalty: 3638.336182
	Iteration 19Q: 3 clusters Score -7621109 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7621320.500000 Penalty: 3638.336182
	Iteration 20F: 3 clusters Score -7621320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7621399.500000 Penalty: 3638.336182
	Iteration 21Q: 3 clusters Score -7621400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7621458.500000 Penalty: 3638.336182
	Iteration 22Q: 3 clusters Score -7621458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7621486.000000 Penalty: 3638.336182
	Iteration 23Q: 3 clusters Score -7621486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7621498.500000 Penalty: 3638.336182
	Iteration 24Q: 3 clusters Score -7621498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7621527.000000 Penalty: 3638.336182
	Iteration 25Q: 3 clusters Score -7621527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7621547.500000 Penalty: 3638.336182
	Iteration 26Q: 3 clusters Score -7621548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7621554.500000 Penalty: 3638.336182
	Iteration 27Q: 3 clusters Score -7621554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7621567.000000 Penalty: 3638.336182
	Iteration 28Q: 3 clusters Score -7621567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7621575.500000 Penalty: 3638.336182
	Iteration 29Q: 3 clusters Score -7621576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7621597.000000 Penalty: 3638.336182
	Iteration 30Q: 3 clusters Score -7621597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7621624.500000 Penalty: 3638.336182
	Iteration 31Q: 3 clusters Score -7621624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7621626.500000 Penalty: 3638.336182
	Iteration 32Q: 3 clusters Score -7621626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7621652.000000 Penalty: 3638.336182
	Iteration 33Q: 3 clusters Score -7621652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7621665.500000 Penalty: 3638.336182
	Iteration 34Q: 3 clusters Score -7621666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7621676.000000 Penalty: 3638.336182
	Iteration 35Q: 3 clusters Score -7621676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7621680.000000 Penalty: 3638.336182
	Iteration 36Q: 3 clusters Score -7621680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7621691.000000 Penalty: 3638.336182
	Iteration 37Q: 3 clusters Score -7621691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7621690.000000 Penalty: 3638.336182
	Iteration 38Q: 3 clusters Score -7621690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7621684.000000 Penalty: 3638.336182
	Iteration 39Q: 3 clusters Score -7621684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7621694.000000 Penalty: 3638.336182
	Iteration 40F: 3 clusters Score -7621694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7621701.500000 Penalty: 3638.336182
	Iteration 41Q: 3 clusters Score -7621702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7621706.500000 Penalty: 3638.336182
	Iteration 42Q: 3 clusters Score -7621706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7621710.500000 Penalty: 3638.336182
	Iteration 43Q: 3 clusters Score -7621710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7621707.000000 Penalty: 3638.336182
	Iteration 44Q: 3 clusters Score -7621707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7621708.000000 Penalty: 3638.336182
	Iteration 45Q: 3 clusters Score -7621708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7621716.500000 Penalty: 3638.336182
	Iteration 46Q: 3 clusters Score -7621716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7621719.500000 Penalty: 3638.336182
	Iteration 47Q: 3 clusters Score -7621720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7621717.500000 Penalty: 3638.336182
	Iteration 48Q: 3 clusters Score -7621718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7621717.000000 Penalty: 3638.336182
	Iteration 49Q: 3 clusters Score -7621717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7621722.000000 Penalty: 3638.336182
	Iteration 50Q: 3 clusters Score -7621722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7621721.000000 Penalty: 3638.336182
	Iteration 51Q: 3 clusters Score -7621721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7621721.500000 Penalty: 3638.336182
	Iteration 52Q: 3 clusters Score -7621722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7621721.500000 Penalty: 3638.336182
	Iteration 53F: 3 clusters Score -7621722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Entering Unmasked Estep 
Score: -12366341.000000 Penalty: 1898.009399
	Iteration 0F: 2 clusters Score -1.236634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -12287505.000000 Penalty: 3796.018799
	Iteration 0F: 3 clusters Score -1.22875e+07 nChanged 56610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -12321283.000000 Penalty: 3796.018799
	Iteration 1F: 3 clusters Score -1.232128e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -12323185.000000 Penalty: 3796.018799
	Iteration 2Q: 3 clusters Score -1.232318e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -12326289.000000 Penalty: 3796.018799
	Iteration 3F: 3 clusters Score -1.232629e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -12331159.000000 Penalty: 3796.018799
	Iteration 4F: 3 clusters Score -1.233116e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -12338087.000000 Penalty: 3796.018799
	Iteration 5F: 3 clusters Score -1.233809e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -12346066.000000 Penalty: 3796.018799
	Iteration 6F: 3 clusters Score -1.234607e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -12353447.000000 Penalty: 3796.018799
	Iteration 7F: 3 clusters Score -1.235345e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -12358912.000000 Penalty: 3796.018799
	Iteration 8F: 3 clusters Score -1.235891e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -12362275.000000 Penalty: 3796.018799
	Iteration 9Q: 3 clusters Score -1.236228e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117113 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12363705.000000 Penalty: 3796.018799
	Iteration 10Q: 3 clusters Score -1.23637e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12364285.000000 Penalty: 3796.018799
	Iteration 11Q: 3 clusters Score -1.236428e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12364491.000000 Penalty: 3796.018799
	Iteration 12Q: 3 clusters Score -1.236449e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12364600.000000 Penalty: 3796.018799
	Iteration 13Q: 3 clusters Score -1.23646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12364639.000000 Penalty: 3796.018799
	Iteration 14Q: 3 clusters Score -1.236464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118003 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12364671.000000 Penalty: 3796.018799
	Iteration 15Q: 3 clusters Score -1.236467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12364680.000000 Penalty: 3796.018799
	Iteration 16Q: 3 clusters Score -1.236468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12364711.000000 Penalty: 3796.018799
	Iteration 17Q: 3 clusters Score -1.236471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118011 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12364712.000000 Penalty: 3796.018799
	Iteration 18Q: 3 clusters Score -1.236471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12364714.000000 Penalty: 3796.018799
	Iteration 19Q: 3 clusters Score -1.236471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12364720.000000 Penalty: 3796.018799
	Iteration 20F: 3 clusters Score -1.236472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12364718.000000 Penalty: 3796.018799
	Iteration 21Q: 3 clusters Score -1.236472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118010 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12364718.000000 Penalty: 3796.018799
	Iteration 22F: 3 clusters Score -1.236472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -750375.750000 Penalty: 1439.692749
	Iteration 0F: 2 clusters Score -750375.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -745153.625000 Penalty: 2879.385498
	Iteration 0F: 3 clusters Score -745153.6 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -746681.250000 Penalty: 2879.385498
	Iteration 1F: 3 clusters Score -746681.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -747004.750000 Penalty: 2879.385498
	Iteration 2F: 3 clusters Score -747004.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -747341.937500 Penalty: 2879.385498
	Iteration 3F: 3 clusters Score -747341.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -747759.750000 Penalty: 2879.385498
	Iteration 4F: 3 clusters Score -747759.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -748182.375000 Penalty: 2879.385498
	Iteration 5F: 3 clusters Score -748182.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -748577.812500 Penalty: 2879.385498
	Iteration 6F: 3 clusters Score -748577.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -748849.375000 Penalty: 2879.385498
	Iteration 7F: 3 clusters Score -748849.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -749071.437500 Penalty: 2879.385498
	Iteration 8Q: 3 clusters Score -749071.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -749217.250000 Penalty: 2879.385498
	Iteration 9Q: 3 clusters Score -749217.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -749311.000000 Penalty: 2879.385498
	Iteration 10Q: 3 clusters Score -749311 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -749382.812500 Penalty: 2879.385498
	Iteration 11Q: 3 clusters Score -749382.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -749432.437500 Penalty: 2879.385498
	Iteration 12Q: 3 clusters Score -749432.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -749475.187500 Penalty: 2879.385498
	Iteration 13Q: 3 clusters Score -749475.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -749523.500000 Penalty: 2879.385498
	Iteration 14Q: 3 clusters Score -749523.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -749567.125000 Penalty: 2879.385498
	Iteration 15Q: 3 clusters Score -749567.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -749599.750000 Penalty: 2879.385498
	Iteration 16Q: 3 clusters Score -749599.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -749623.875000 Penalty: 2879.385498
	Iteration 17Q: 3 clusters Score -749623.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -749639.625000 Penalty: 2879.385498
	Iteration 18Q: 3 clusters Score -749639.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -749646.187500 Penalty: 2879.385498
	Iteration 19Q: 3 clusters Score -749646.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -749653.687500 Penalty: 2879.385498
	Iteration 20F: 3 clusters Score -749653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -749658.625000 Penalty: 2879.385498
	Iteration 21Q: 3 clusters Score -749658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -749661.750000 Penalty: 2879.385498
	Iteration 22Q: 3 clusters Score -749661.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -749663.812500 Penalty: 2879.385498
	Iteration 23Q: 3 clusters Score -749663.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -749667.062500 Penalty: 2879.385498
	Iteration 24Q: 3 clusters Score -749667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -749668.812500 Penalty: 2879.385498
	Iteration 25Q: 3 clusters Score -749668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -749667.687500 Penalty: 2879.385498
	Iteration 26Q: 3 clusters Score -749667.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -749668.875000 Penalty: 2879.385498
	Iteration 27Q: 3 clusters Score -749668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -749670.562500 Penalty: 2879.385498
	Iteration 28Q: 3 clusters Score -749670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -749671.000000 Penalty: 2879.385498
	Iteration 29Q: 3 clusters Score -749671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -749674.062500 Penalty: 2879.385498
	Iteration 30Q: 3 clusters Score -749674.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -749675.812500 Penalty: 2879.385498
	Iteration 31Q: 3 clusters Score -749675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -749681.125000 Penalty: 2879.385498
	Iteration 32Q: 3 clusters Score -749681.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -749688.437500 Penalty: 2879.385498
	Iteration 33Q: 3 clusters Score -749688.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -749694.875000 Penalty: 2879.385498
	Iteration 34Q: 3 clusters Score -749694.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -749697.750000 Penalty: 2879.385498
	Iteration 35Q: 3 clusters Score -749697.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -749702.812500 Penalty: 2879.385498
	Iteration 36Q: 3 clusters Score -749702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -749706.437500 Penalty: 2879.385498
	Iteration 37Q: 3 clusters Score -749706.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -749708.562500 Penalty: 2879.385498
	Iteration 38Q: 3 clusters Score -749708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -749712.375000 Penalty: 2879.385498
	Iteration 39Q: 3 clusters Score -749712.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -749716.937500 Penalty: 2879.385498
	Iteration 40F: 3 clusters Score -749716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -749720.687500 Penalty: 2879.385498
	Iteration 41Q: 3 clusters Score -749720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -749719.750000 Penalty: 2879.385498
	Iteration 42Q: 3 clusters Score -749719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -749722.375000 Penalty: 2879.385498
	Iteration 43Q: 3 clusters Score -749722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -749723.937500 Penalty: 2879.385498
	Iteration 44Q: 3 clusters Score -749723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -749722.437500 Penalty: 2879.385498
	Iteration 45Q: 3 clusters Score -749722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -749725.062500 Penalty: 2879.385498
	Iteration 46Q: 3 clusters Score -749725.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -749728.312500 Penalty: 2879.385498
	Iteration 47Q: 3 clusters Score -749728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -749731.062500 Penalty: 2879.385498
	Iteration 48Q: 3 clusters Score -749731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -749734.187500 Penalty: 2879.385498
	Iteration 49Q: 3 clusters Score -749734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -749733.000000 Penalty: 2879.385498
	Iteration 50Q: 3 clusters Score -749733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -749734.875000 Penalty: 2879.385498
	Iteration 51Q: 3 clusters Score -749734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -749735.875000 Penalty: 2879.385498
	Iteration 52Q: 3 clusters Score -749735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -749737.750000 Penalty: 2879.385498
	Iteration 53Q: 3 clusters Score -749737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -749738.875000 Penalty: 2879.385498
	Iteration 54Q: 3 clusters Score -749738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -749740.875000 Penalty: 2879.385498
	Iteration 55Q: 3 clusters Score -749740.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -749742.750000 Penalty: 2879.385498
	Iteration 56Q: 3 clusters Score -749742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -749743.437500 Penalty: 2879.385498
	Iteration 57Q: 3 clusters Score -749743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -749746.062500 Penalty: 2879.385498
	Iteration 58Q: 3 clusters Score -749746.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -749749.812500 Penalty: 2879.385498
	Iteration 59Q: 3 clusters Score -749749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -749751.750000 Penalty: 2879.385498
	Iteration 60F: 3 clusters Score -749751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -749753.562500 Penalty: 2879.385498
	Iteration 61Q: 3 clusters Score -749753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -749753.250000 Penalty: 2879.385498
	Iteration 62Q: 3 clusters Score -749753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -749754.000000 Penalty: 2879.385498
	Iteration 63Q: 3 clusters Score -749754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -749755.125000 Penalty: 2879.385498
	Iteration 64Q: 3 clusters Score -749755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -749754.187500 Penalty: 2879.385498
	Iteration 65Q: 3 clusters Score -749754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -749755.875000 Penalty: 2879.385498
	Iteration 66Q: 3 clusters Score -749755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -749754.562500 Penalty: 2879.385498
	Iteration 67Q: 3 clusters Score -749754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -749756.000000 Penalty: 2879.385498
	Iteration 68Q: 3 clusters Score -749756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -749756.875000 Penalty: 2879.385498
	Iteration 69Q: 3 clusters Score -749756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -749760.062500 Penalty: 2879.385498
	Iteration 70Q: 3 clusters Score -749760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -749760.937500 Penalty: 2879.385498
	Iteration 71Q: 3 clusters Score -749760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -749760.687500 Penalty: 2879.385498
	Iteration 72Q: 3 clusters Score -749760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -749761.500000 Penalty: 2879.385498
	Iteration 73Q: 3 clusters Score -749761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -749761.250000 Penalty: 2879.385498
	Iteration 74Q: 3 clusters Score -749761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -749762.812500 Penalty: 2879.385498
	Iteration 75Q: 3 clusters Score -749762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -749763.062500 Penalty: 2879.385498
	Iteration 76Q: 3 clusters Score -749763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -749764.000000 Penalty: 2879.385498
	Iteration 77Q: 3 clusters Score -749764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -749764.125000 Penalty: 2879.385498
	Iteration 78Q: 3 clusters Score -749764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -749765.000000 Penalty: 2879.385498
	Iteration 79Q: 3 clusters Score -749765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -749765.500000 Penalty: 2879.385498
	Iteration 80F: 3 clusters Score -749765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -749765.187500 Penalty: 2879.385498
	Iteration 81Q: 3 clusters Score -749765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -749765.187500 Penalty: 2879.385498
	Iteration 82Q: 3 clusters Score -749765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -749766.250000 Penalty: 2879.385498
	Iteration 83Q: 3 clusters Score -749766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -749765.375000 Penalty: 2879.385498
	Iteration 84Q: 3 clusters Score -749765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -749766.937500 Penalty: 2879.385498
	Iteration 85Q: 3 clusters Score -749766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -749767.187500 Penalty: 2879.385498
	Iteration 86Q: 3 clusters Score -749767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -749769.000000 Penalty: 2879.385498
	Iteration 87Q: 3 clusters Score -749769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -749771.687500 Penalty: 2879.385498
	Iteration 88Q: 3 clusters Score -749771.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -749776.250000 Penalty: 2879.385498
	Iteration 89Q: 3 clusters Score -749776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -749777.500000 Penalty: 2879.385498
	Iteration 90Q: 3 clusters Score -749777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -749780.250000 Penalty: 2879.385498
	Iteration 91Q: 3 clusters Score -749780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -749783.812500 Penalty: 2879.385498
	Iteration 92Q: 3 clusters Score -749783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -749787.187500 Penalty: 2879.385498
	Iteration 93Q: 3 clusters Score -749787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -749790.125000 Penalty: 2879.385498
	Iteration 94Q: 3 clusters Score -749790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -749790.875000 Penalty: 2879.385498
	Iteration 95Q: 3 clusters Score -749790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -749793.625000 Penalty: 2879.385498
	Iteration 96Q: 3 clusters Score -749793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -749796.500000 Penalty: 2879.385498
	Iteration 97Q: 3 clusters Score -749796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -749797.187500 Penalty: 2879.385498
	Iteration 98Q: 3 clusters Score -749797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -749797.187500 Penalty: 2879.385498
	Iteration 99F: 3 clusters Score -749797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -1567946.875000 Penalty: 1566.623291
	Iteration 0F: 2 clusters Score -1567947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1557358.625000 Penalty: 3133.246582
	Iteration 0F: 3 clusters Score -1557359 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1561296.875000 Penalty: 3133.246582
	Iteration 1F: 3 clusters Score -1561297 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1561824.375000 Penalty: 3133.246582
	Iteration 2F: 3 clusters Score -1561824 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1562380.375000 Penalty: 3133.246582
	Iteration 3F: 3 clusters Score -1562380 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1563028.875000 Penalty: 3133.246582
	Iteration 4F: 3 clusters Score -1563029 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1563673.875000 Penalty: 3133.246582
	Iteration 5F: 3 clusters Score -1563674 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1564308.125000 Penalty: 3133.246582
	Iteration 6F: 3 clusters Score -1564308 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1564880.875000 Penalty: 3133.246582
	Iteration 7F: 3 clusters Score -1564881 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1565265.750000 Penalty: 3133.246582
	Iteration 8Q: 3 clusters Score -1565266 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1565543.125000 Penalty: 3133.246582
	Iteration 9Q: 3 clusters Score -1565543 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1565719.875000 Penalty: 3133.246582
	Iteration 10Q: 3 clusters Score -1565720 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1565847.375000 Penalty: 3133.246582
	Iteration 11Q: 3 clusters Score -1565847 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1565928.125000 Penalty: 3133.246582
	Iteration 12Q: 3 clusters Score -1565928 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1565999.500000 Penalty: 3133.246582
	Iteration 13Q: 3 clusters Score -1566000 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1566061.500000 Penalty: 3133.246582
	Iteration 14Q: 3 clusters Score -1566062 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1566115.750000 Penalty: 3133.246582
	Iteration 15Q: 3 clusters Score -1566116 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1566199.375000 Penalty: 3133.246582
	Iteration 16Q: 3 clusters Score -1566199 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1566304.500000 Penalty: 3133.246582
	Iteration 17Q: 3 clusters Score -1566304 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1566431.750000 Penalty: 3133.246582
	Iteration 18Q: 3 clusters Score -1566432 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1566540.125000 Penalty: 3133.246582
	Iteration 19Q: 3 clusters Score -1566540 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1566635.750000 Penalty: 3133.246582
	Iteration 20F: 3 clusters Score -1566636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1566716.000000 Penalty: 3133.246582
	Iteration 21Q: 3 clusters Score -1566716 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1566803.500000 Penalty: 3133.246582
	Iteration 22Q: 3 clusters Score -1566804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1566873.250000 Penalty: 3133.246582
	Iteration 23Q: 3 clusters Score -1566873 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1566933.500000 Penalty: 3133.246582
	Iteration 24Q: 3 clusters Score -1566934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1566976.000000 Penalty: 3133.246582
	Iteration 25Q: 3 clusters Score -1566976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1567002.125000 Penalty: 3133.246582
	Iteration 26Q: 3 clusters Score -1567002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1567017.750000 Penalty: 3133.246582
	Iteration 27Q: 3 clusters Score -1567018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1567036.375000 Penalty: 3133.246582
	Iteration 28Q: 3 clusters Score -1567036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1567042.625000 Penalty: 3133.246582
	Iteration 29Q: 3 clusters Score -1567043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1567043.500000 Penalty: 3133.246582
	Iteration 30Q: 3 clusters Score -1567044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1567052.125000 Penalty: 3133.246582
	Iteration 31Q: 3 clusters Score -1567052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1567054.875000 Penalty: 3133.246582
	Iteration 32Q: 3 clusters Score -1567055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1567060.250000 Penalty: 3133.246582
	Iteration 33Q: 3 clusters Score -1567060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1567061.125000 Penalty: 3133.246582
	Iteration 34Q: 3 clusters Score -1567061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1567061.125000 Penalty: 3133.246582
	Iteration 35Q: 3 clusters Score -1567061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1567073.125000 Penalty: 3133.246582
	Iteration 36Q: 3 clusters Score -1567073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1567073.375000 Penalty: 3133.246582
	Iteration 37Q: 3 clusters Score -1567073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1567074.375000 Penalty: 3133.246582
	Iteration 38Q: 3 clusters Score -1567074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1567074.375000 Penalty: 3133.246582
	Iteration 39Q: 3 clusters Score -1567074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1567080.125000 Penalty: 3133.246582
	Iteration 40F: 3 clusters Score -1567080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1567083.375000 Penalty: 3133.246582
	Iteration 41Q: 3 clusters Score -1567083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1567082.625000 Penalty: 3133.246582
	Iteration 42Q: 3 clusters Score -1567083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1567086.500000 Penalty: 3133.246582
	Iteration 43Q: 3 clusters Score -1567086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1567089.125000 Penalty: 3133.246582
	Iteration 44Q: 3 clusters Score -1567089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1567092.625000 Penalty: 3133.246582
	Iteration 45Q: 3 clusters Score -1567093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1567090.875000 Penalty: 3133.246582
	Iteration 46Q: 3 clusters Score -1567091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1567096.250000 Penalty: 3133.246582
	Iteration 47Q: 3 clusters Score -1567096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1567094.875000 Penalty: 3133.246582
	Iteration 48Q: 3 clusters Score -1567095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1567098.000000 Penalty: 3133.246582
	Iteration 49Q: 3 clusters Score -1567098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1567094.375000 Penalty: 3133.246582
	Iteration 50Q: 3 clusters Score -1567094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1567096.500000 Penalty: 3133.246582
	Iteration 51Q: 3 clusters Score -1567096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1567099.625000 Penalty: 3133.246582
	Iteration 52Q: 3 clusters Score -1567100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1567099.500000 Penalty: 3133.246582
	Iteration 53Q: 3 clusters Score -1567100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1567097.500000 Penalty: 3133.246582
	Iteration 54Q: 3 clusters Score -1567098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1567097.875000 Penalty: 3133.246582
	Iteration 55Q: 3 clusters Score -1567098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1567098.250000 Penalty: 3133.246582
	Iteration 56Q: 3 clusters Score -1567098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1567096.625000 Penalty: 3133.246582
	Iteration 57Q: 3 clusters Score -1567097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1567096.750000 Penalty: 3133.246582
	Iteration 58Q: 3 clusters Score -1567097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1567097.625000 Penalty: 3133.246582
	Iteration 59Q: 3 clusters Score -1567098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1567100.875000 Penalty: 3133.246582
	Iteration 60F: 3 clusters Score -1567101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1567101.000000 Penalty: 3133.246582
	Iteration 61Q: 3 clusters Score -1567101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1567102.875000 Penalty: 3133.246582
	Iteration 62Q: 3 clusters Score -1567103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1567104.000000 Penalty: 3133.246582
	Iteration 63Q: 3 clusters Score -1567104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1567103.625000 Penalty: 3133.246582
	Iteration 64Q: 3 clusters Score -1567104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1567103.375000 Penalty: 3133.246582
	Iteration 65Q: 3 clusters Score -1567103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1567103.375000 Penalty: 3133.246582
	Iteration 66F: 3 clusters Score -1567103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -92580.554688 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -92580.55 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 547 members 
Entering Unmasked Estep 
Score: -91125.148438 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -91125.15 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91513.109375 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -91513.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91650.515625 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -91650.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91759.351562 Penalty: 2269.731689
	Iteration 3F: 3 clusters Score -91759.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91862.492188 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -91862.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91910.359375 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -91910.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91938.203125 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -91938.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91963.609375 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -91963.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91984.617188 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -91984.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -91992.023438 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -91992.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92002.218750 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -92002.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92011.539062 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -92011.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92022.804688 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -92022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92030.523438 Penalty: 2269.731689
	Iteration 13Q: 3 clusters Score -92030.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92041.242188 Penalty: 2269.731689
	Iteration 14Q: 3 clusters Score -92041.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92045.695312 Penalty: 2269.731689
	Iteration 15Q: 3 clusters Score -92045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -92047.484375 Penalty: 2269.731689
	Iteration 16Q: 3 clusters Score -92047.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92049.960938 Penalty: 2269.731689
	Iteration 17Q: 3 clusters Score -92049.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92051.429688 Penalty: 2269.731689
	Iteration 18Q: 3 clusters Score -92051.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92051.429688 Penalty: 2269.731689
	Iteration 19F: 3 clusters Score -92051.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -279179.437500 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -279179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -276546.812500 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -276546.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -277791.718750 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -277791.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -278446.531250 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -278446.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -278798.093750 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -278798.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -279006.406250 Penalty: 2608.717773
	Iteration 4F: 3 clusters Score -279006.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279110.312500 Penalty: 2608.717773
	Iteration 5Q: 3 clusters Score -279110.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -279166.031250 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -279166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279209.281250 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -279209.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -279241.718750 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -279241.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279262.656250 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -279262.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -279276.031250 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -279276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -279283.406250 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -279283.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -279287.437500 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -279287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -279290.218750 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -279290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -279293.968750 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -279294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -279296.437500 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -279296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279298.687500 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -279298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -279302.093750 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -279302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -279304.625000 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -279304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -279304.843750 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -279304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -279304.843750 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -279304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 838 members 
Entering Unmasked Estep 
Score: -154066752.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067632.000000 to -154066752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Entering Unmasked Estep 
Score: -1611161.250000 Penalty: 1570.383179
	Iteration 0F: 2 clusters Score -1611161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1600251.250000 Penalty: 3140.766357
	Iteration 0F: 3 clusters Score -1600251 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1604089.250000 Penalty: 3140.766357
	Iteration 1F: 3 clusters Score -1604089 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1604590.750000 Penalty: 3140.766357
	Iteration 2F: 3 clusters Score -1604591 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1605155.750000 Penalty: 3140.766357
	Iteration 3F: 3 clusters Score -1605156 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1605744.375000 Penalty: 3140.766357
	Iteration 4F: 3 clusters Score -1605744 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1606347.750000 Penalty: 3140.766357
	Iteration 5F: 3 clusters Score -1606348 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1606928.125000 Penalty: 3140.766357
	Iteration 6F: 3 clusters Score -1606928 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1607455.750000 Penalty: 3140.766357
	Iteration 7F: 3 clusters Score -1607456 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1607934.750000 Penalty: 3140.766357
	Iteration 8Q: 3 clusters Score -1607935 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1608332.125000 Penalty: 3140.766357
	Iteration 9Q: 3 clusters Score -1608332 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1608678.500000 Penalty: 3140.766357
	Iteration 10Q: 3 clusters Score -1608678 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1608977.125000 Penalty: 3140.766357
	Iteration 11Q: 3 clusters Score -1608977 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1609225.000000 Penalty: 3140.766357
	Iteration 12Q: 3 clusters Score -1609225 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1609433.125000 Penalty: 3140.766357
	Iteration 13Q: 3 clusters Score -1609433 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1609557.625000 Penalty: 3140.766357
	Iteration 14Q: 3 clusters Score -1609558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1609626.250000 Penalty: 3140.766357
	Iteration 15Q: 3 clusters Score -1609626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1609699.875000 Penalty: 3140.766357
	Iteration 16Q: 3 clusters Score -1609700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1609758.375000 Penalty: 3140.766357
	Iteration 17Q: 3 clusters Score -1609758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1609806.250000 Penalty: 3140.766357
	Iteration 18Q: 3 clusters Score -1609806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1609855.875000 Penalty: 3140.766357
	Iteration 19Q: 3 clusters Score -1609856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1609885.125000 Penalty: 3140.766357
	Iteration 20F: 3 clusters Score -1609885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1609919.000000 Penalty: 3140.766357
	Iteration 21Q: 3 clusters Score -1609919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1609934.000000 Penalty: 3140.766357
	Iteration 22Q: 3 clusters Score -1609934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1609950.750000 Penalty: 3140.766357
	Iteration 23Q: 3 clusters Score -1609951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1609959.750000 Penalty: 3140.766357
	Iteration 24Q: 3 clusters Score -1609960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1609967.750000 Penalty: 3140.766357
	Iteration 25Q: 3 clusters Score -1609968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1609976.375000 Penalty: 3140.766357
	Iteration 26Q: 3 clusters Score -1609976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1609984.250000 Penalty: 3140.766357
	Iteration 27Q: 3 clusters Score -1609984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1609987.625000 Penalty: 3140.766357
	Iteration 28Q: 3 clusters Score -1609988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1609989.750000 Penalty: 3140.766357
	Iteration 29Q: 3 clusters Score -1609990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1609989.750000 Penalty: 3140.766357
	Iteration 30Q: 3 clusters Score -1609990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1609990.250000 Penalty: 3140.766357
	Iteration 31Q: 3 clusters Score -1609990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1609994.375000 Penalty: 3140.766357
	Iteration 32Q: 3 clusters Score -1609994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1609995.625000 Penalty: 3140.766357
	Iteration 33Q: 3 clusters Score -1609996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1609996.750000 Penalty: 3140.766357
	Iteration 34Q: 3 clusters Score -1609997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1609999.875000 Penalty: 3140.766357
	Iteration 35Q: 3 clusters Score -1610000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1609999.375000 Penalty: 3140.766357
	Iteration 36Q: 3 clusters Score -1609999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1610001.875000 Penalty: 3140.766357
	Iteration 37Q: 3 clusters Score -1610002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1610004.000000 Penalty: 3140.766357
	Iteration 38Q: 3 clusters Score -1610004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1610007.500000 Penalty: 3140.766357
	Iteration 39Q: 3 clusters Score -1610008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1610006.625000 Penalty: 3140.766357
	Iteration 40F: 3 clusters Score -1610007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1610010.875000 Penalty: 3140.766357
	Iteration 41Q: 3 clusters Score -1610011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1610014.500000 Penalty: 3140.766357
	Iteration 42Q: 3 clusters Score -1610014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1610020.000000 Penalty: 3140.766357
	Iteration 43Q: 3 clusters Score -1610020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1610024.125000 Penalty: 3140.766357
	Iteration 44Q: 3 clusters Score -1610024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1610022.750000 Penalty: 3140.766357
	Iteration 45Q: 3 clusters Score -1610023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1610023.875000 Penalty: 3140.766357
	Iteration 46Q: 3 clusters Score -1610024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1610025.500000 Penalty: 3140.766357
	Iteration 47Q: 3 clusters Score -1610026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1610028.125000 Penalty: 3140.766357
	Iteration 48Q: 3 clusters Score -1610028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1610030.375000 Penalty: 3140.766357
	Iteration 49Q: 3 clusters Score -1610030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1610034.625000 Penalty: 3140.766357
	Iteration 50Q: 3 clusters Score -1610035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1610038.750000 Penalty: 3140.766357
	Iteration 51Q: 3 clusters Score -1610039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1610043.750000 Penalty: 3140.766357
	Iteration 52Q: 3 clusters Score -1610044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1610050.875000 Penalty: 3140.766357
	Iteration 53Q: 3 clusters Score -1610051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1610054.750000 Penalty: 3140.766357
	Iteration 54Q: 3 clusters Score -1610055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1610059.125000 Penalty: 3140.766357
	Iteration 55Q: 3 clusters Score -1610059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1610066.625000 Penalty: 3140.766357
	Iteration 56Q: 3 clusters Score -1610067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1610069.375000 Penalty: 3140.766357
	Iteration 57Q: 3 clusters Score -1610069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1610076.625000 Penalty: 3140.766357
	Iteration 58Q: 3 clusters Score -1610077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1610081.750000 Penalty: 3140.766357
	Iteration 59Q: 3 clusters Score -1610082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1610084.625000 Penalty: 3140.766357
	Iteration 60F: 3 clusters Score -1610085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1610087.625000 Penalty: 3140.766357
	Iteration 61Q: 3 clusters Score -1610088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1610086.750000 Penalty: 3140.766357
	Iteration 62Q: 3 clusters Score -1610087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1610088.750000 Penalty: 3140.766357
	Iteration 63Q: 3 clusters Score -1610089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1610091.750000 Penalty: 3140.766357
	Iteration 64Q: 3 clusters Score -1610092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1610091.750000 Penalty: 3140.766357
	Iteration 65F: 3 clusters Score -1610092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Entering Unmasked Estep 
Score: -1047918.125000 Penalty: 1499.467529
	Iteration 0F: 2 clusters Score -1047918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1040700.062500 Penalty: 2998.935059
	Iteration 0F: 3 clusters Score -1040700 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1043063.000000 Penalty: 2998.935059
	Iteration 1F: 3 clusters Score -1043063 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1043425.937500 Penalty: 2998.935059
	Iteration 2F: 3 clusters Score -1043426 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1043785.812500 Penalty: 2998.935059
	Iteration 3F: 3 clusters Score -1043786 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1044124.625000 Penalty: 2998.935059
	Iteration 4F: 3 clusters Score -1044125 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1044519.500000 Penalty: 2998.935059
	Iteration 5F: 3 clusters Score -1044520 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1044961.187500 Penalty: 2998.935059
	Iteration 6F: 3 clusters Score -1044961 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1045418.312500 Penalty: 2998.935059
	Iteration 7F: 3 clusters Score -1045418 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1045759.375000 Penalty: 2998.935059
	Iteration 8Q: 3 clusters Score -1045759 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1046076.937500 Penalty: 2998.935059
	Iteration 9Q: 3 clusters Score -1046077 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1046339.812500 Penalty: 2998.935059
	Iteration 10Q: 3 clusters Score -1046340 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1046504.125000 Penalty: 2998.935059
	Iteration 11Q: 3 clusters Score -1046504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1046610.500000 Penalty: 2998.935059
	Iteration 12Q: 3 clusters Score -1046610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1046689.312500 Penalty: 2998.935059
	Iteration 13Q: 3 clusters Score -1046689 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1046742.000000 Penalty: 2998.935059
	Iteration 14Q: 3 clusters Score -1046742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1046769.000000 Penalty: 2998.935059
	Iteration 15Q: 3 clusters Score -1046769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1046785.750000 Penalty: 2998.935059
	Iteration 16Q: 3 clusters Score -1046786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1046799.250000 Penalty: 2998.935059
	Iteration 17Q: 3 clusters Score -1046799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1046801.062500 Penalty: 2998.935059
	Iteration 18Q: 3 clusters Score -1046801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1046804.125000 Penalty: 2998.935059
	Iteration 19Q: 3 clusters Score -1046804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1046805.562500 Penalty: 2998.935059
	Iteration 20F: 3 clusters Score -1046806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1046808.125000 Penalty: 2998.935059
	Iteration 21Q: 3 clusters Score -1046808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1046808.875000 Penalty: 2998.935059
	Iteration 22Q: 3 clusters Score -1046809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1046813.750000 Penalty: 2998.935059
	Iteration 23Q: 3 clusters Score -1046814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1046812.000000 Penalty: 2998.935059
	Iteration 24Q: 3 clusters Score -1046812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1046812.250000 Penalty: 2998.935059
	Iteration 25Q: 3 clusters Score -1046812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1046812.500000 Penalty: 2998.935059
	Iteration 26Q: 3 clusters Score -1046812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1046812.125000 Penalty: 2998.935059
	Iteration 27Q: 3 clusters Score -1046812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1046811.312500 Penalty: 2998.935059
	Iteration 28Q: 3 clusters Score -1046811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1046811.500000 Penalty: 2998.935059
	Iteration 29Q: 3 clusters Score -1046812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1046811.500000 Penalty: 2998.935059
	Iteration 30F: 3 clusters Score -1046812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Entering Unmasked Estep 
Score: -19991250.000000 Penalty: 1976.861572
	Iteration 0F: 2 clusters Score -1.999125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -19869880.000000 Penalty: 3953.723145
	Iteration 0F: 3 clusters Score -1.986988e+07 nChanged 92784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -19925710.000000 Penalty: 3953.723145
	Iteration 1F: 3 clusters Score -1.992571e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -19928004.000000 Penalty: 3953.723145
	Iteration 2Q: 3 clusters Score -1.9928e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -19932560.000000 Penalty: 3953.723145
	Iteration 3Q: 3 clusters Score -1.993256e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -19940752.000000 Penalty: 3953.723145
	Iteration 4F: 3 clusters Score -1.994075e+07 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -19953994.000000 Penalty: 3953.723145
	Iteration 5F: 3 clusters Score -1.995399e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -19969274.000000 Penalty: 3953.723145
	Iteration 6F: 3 clusters Score -1.996927e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 179469 members 
Entering Unmasked Estep 
Score: -19981782.000000 Penalty: 3953.723145
	Iteration 7F: 3 clusters Score -1.998178e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 188077 members 
Entering Unmasked Estep 
Score: -19987460.000000 Penalty: 3953.723145
	Iteration 8Q: 3 clusters Score -1.998746e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 190942 members 
Entering Unmasked Estep 
Score: -19988920.000000 Penalty: 3953.723145
	Iteration 9Q: 3 clusters Score -1.998892e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 191651 members 
Entering Unmasked Estep 
Score: -19989356.000000 Penalty: 3953.723145
	Iteration 10Q: 3 clusters Score -1.998936e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 191799 members 
Entering Unmasked Estep 
Score: -19989448.000000 Penalty: 3953.723145
	Iteration 11Q: 3 clusters Score -1.998945e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191823 members 
Entering Unmasked Estep 
Score: -19989494.000000 Penalty: 3953.723145
	Iteration 12Q: 3 clusters Score -1.998949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 191834 members 
Entering Unmasked Estep 
Score: -19989530.000000 Penalty: 3953.723145
	Iteration 13Q: 3 clusters Score -1.998953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191840 members 
Entering Unmasked Estep 
Score: -19989538.000000 Penalty: 3953.723145
	Iteration 14Q: 3 clusters Score -1.998954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191843 members 
Entering Unmasked Estep 
Score: -19989552.000000 Penalty: 3953.723145
	Iteration 15Q: 3 clusters Score -1.998955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 191843 members 
Entering Unmasked Estep 
Score: -19989556.000000 Penalty: 3953.723145
	Iteration 16Q: 3 clusters Score -1.998956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 191846 members 
Entering Unmasked Estep 
Score: -19989558.000000 Penalty: 3953.723145
	Iteration 17Q: 3 clusters Score -1.998956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 191847 members 
Entering Unmasked Estep 
Score: -19989564.000000 Penalty: 3953.723145
	Iteration 18Q: 3 clusters Score -1.998956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191849 members 
Entering Unmasked Estep 
Score: -19989562.000000 Penalty: 3953.723145
	Iteration 19Q: 3 clusters Score -1.998956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191850 members 
Entering Unmasked Estep 
Score: -19989570.000000 Penalty: 3953.723145
	Iteration 20F: 3 clusters Score -1.998957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191851 members 
Entering Unmasked Estep 
Score: -19989572.000000 Penalty: 3953.723145
	Iteration 21Q: 3 clusters Score -1.998957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191853 members 
Entering Unmasked Estep 
Score: -19989580.000000 Penalty: 3953.723145
	Iteration 22Q: 3 clusters Score -1.998958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191854 members 
Entering Unmasked Estep 
Score: -19989580.000000 Penalty: 3953.723145
	Iteration 23Q: 3 clusters Score -1.998958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191854 members 
Entering Unmasked Estep 
Score: -19989580.000000 Penalty: 3953.723145
	Iteration 24F: 3 clusters Score -1.998958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Entering Unmasked Estep 
Score: -2877540.000000 Penalty: 1676.123169
	Iteration 0F: 2 clusters Score -2877540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2857181.750000 Penalty: 3352.246338
	Iteration 0F: 3 clusters Score -2857182 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2865299.750000 Penalty: 3352.246338
	Iteration 1F: 3 clusters Score -2865300 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2866342.500000 Penalty: 3352.246338
	Iteration 2F: 3 clusters Score -2866342 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2867565.500000 Penalty: 3352.246338
	Iteration 3F: 3 clusters Score -2867566 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2868896.000000 Penalty: 3352.246338
	Iteration 4F: 3 clusters Score -2868896 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2870048.000000 Penalty: 3352.246338
	Iteration 5F: 3 clusters Score -2870048 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2870905.000000 Penalty: 3352.246338
	Iteration 6F: 3 clusters Score -2870905 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2871464.500000 Penalty: 3352.246338
	Iteration 7Q: 3 clusters Score -2871464 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2871810.250000 Penalty: 3352.246338
	Iteration 8Q: 3 clusters Score -2871810 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2872014.000000 Penalty: 3352.246338
	Iteration 9Q: 3 clusters Score -2872014 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2872179.000000 Penalty: 3352.246338
	Iteration 10Q: 3 clusters Score -2872179 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2872313.750000 Penalty: 3352.246338
	Iteration 11Q: 3 clusters Score -2872314 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2872444.500000 Penalty: 3352.246338
	Iteration 12Q: 3 clusters Score -2872444 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2872555.750000 Penalty: 3352.246338
	Iteration 13Q: 3 clusters Score -2872556 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2872645.500000 Penalty: 3352.246338
	Iteration 14Q: 3 clusters Score -2872646 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2872762.250000 Penalty: 3352.246338
	Iteration 15Q: 3 clusters Score -2872762 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2872873.750000 Penalty: 3352.246338
	Iteration 16Q: 3 clusters Score -2872874 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2873019.250000 Penalty: 3352.246338
	Iteration 17Q: 3 clusters Score -2873019 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2873200.000000 Penalty: 3352.246338
	Iteration 18Q: 3 clusters Score -2873200 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2873400.000000 Penalty: 3352.246338
	Iteration 19Q: 3 clusters Score -2873400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2873615.500000 Penalty: 3352.246338
	Iteration 20F: 3 clusters Score -2873616 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2873863.250000 Penalty: 3352.246338
	Iteration 21Q: 3 clusters Score -2873863 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2874133.750000 Penalty: 3352.246338
	Iteration 22Q: 3 clusters Score -2874134 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2874358.000000 Penalty: 3352.246338
	Iteration 23Q: 3 clusters Score -2874358 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2874561.500000 Penalty: 3352.246338
	Iteration 24Q: 3 clusters Score -2874562 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2874730.000000 Penalty: 3352.246338
	Iteration 25Q: 3 clusters Score -2874730 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2874890.500000 Penalty: 3352.246338
	Iteration 26Q: 3 clusters Score -2874890 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2875012.250000 Penalty: 3352.246338
	Iteration 27Q: 3 clusters Score -2875012 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2875116.500000 Penalty: 3352.246338
	Iteration 28Q: 3 clusters Score -2875116 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2875202.000000 Penalty: 3352.246338
	Iteration 29Q: 3 clusters Score -2875202 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2875270.750000 Penalty: 3352.246338
	Iteration 30Q: 3 clusters Score -2875271 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2875325.750000 Penalty: 3352.246338
	Iteration 31Q: 3 clusters Score -2875326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2875387.750000 Penalty: 3352.246338
	Iteration 32Q: 3 clusters Score -2875388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2875426.500000 Penalty: 3352.246338
	Iteration 33Q: 3 clusters Score -2875426 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2875455.750000 Penalty: 3352.246338
	Iteration 34Q: 3 clusters Score -2875456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2875501.000000 Penalty: 3352.246338
	Iteration 35Q: 3 clusters Score -2875501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2875532.750000 Penalty: 3352.246338
	Iteration 36Q: 3 clusters Score -2875533 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2875568.000000 Penalty: 3352.246338
	Iteration 37Q: 3 clusters Score -2875568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2875582.000000 Penalty: 3352.246338
	Iteration 38Q: 3 clusters Score -2875582 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2875601.500000 Penalty: 3352.246338
	Iteration 39Q: 3 clusters Score -2875602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2875625.250000 Penalty: 3352.246338
	Iteration 40F: 3 clusters Score -2875625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2875627.000000 Penalty: 3352.246338
	Iteration 41Q: 3 clusters Score -2875627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2875647.750000 Penalty: 3352.246338
	Iteration 42Q: 3 clusters Score -2875648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -2875661.250000 Penalty: 3352.246338
	Iteration 43Q: 3 clusters Score -2875661 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -2875696.000000 Penalty: 3352.246338
	Iteration 44Q: 3 clusters Score -2875696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2875711.000000 Penalty: 3352.246338
	Iteration 45Q: 3 clusters Score -2875711 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2875727.500000 Penalty: 3352.246338
	Iteration 46Q: 3 clusters Score -2875728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2875737.250000 Penalty: 3352.246338
	Iteration 47Q: 3 clusters Score -2875737 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -2875753.250000 Penalty: 3352.246338
	Iteration 48Q: 3 clusters Score -2875753 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2875788.750000 Penalty: 3352.246338
	Iteration 49Q: 3 clusters Score -2875789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2875814.750000 Penalty: 3352.246338
	Iteration 50Q: 3 clusters Score -2875815 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2875831.250000 Penalty: 3352.246338
	Iteration 51Q: 3 clusters Score -2875831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2875848.750000 Penalty: 3352.246338
	Iteration 52Q: 3 clusters Score -2875849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -2875869.750000 Penalty: 3352.246338
	Iteration 53Q: 3 clusters Score -2875870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -2875877.250000 Penalty: 3352.246338
	Iteration 54Q: 3 clusters Score -2875877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2875902.750000 Penalty: 3352.246338
	Iteration 55Q: 3 clusters Score -2875903 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -2875925.000000 Penalty: 3352.246338
	Iteration 56Q: 3 clusters Score -2875925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2875946.750000 Penalty: 3352.246338
	Iteration 57Q: 3 clusters Score -2875947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -2875970.500000 Penalty: 3352.246338
	Iteration 58Q: 3 clusters Score -2875970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -2875988.500000 Penalty: 3352.246338
	Iteration 59Q: 3 clusters Score -2875988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -2876011.000000 Penalty: 3352.246338
	Iteration 60F: 3 clusters Score -2876011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -2876052.250000 Penalty: 3352.246338
	Iteration 61Q: 3 clusters Score -2876052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -2876074.250000 Penalty: 3352.246338
	Iteration 62Q: 3 clusters Score -2876074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -2876112.500000 Penalty: 3352.246338
	Iteration 63Q: 3 clusters Score -2876112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -2876144.000000 Penalty: 3352.246338
	Iteration 64Q: 3 clusters Score -2876144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -2876180.000000 Penalty: 3352.246338
	Iteration 65Q: 3 clusters Score -2876180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -2876206.250000 Penalty: 3352.246338
	Iteration 66Q: 3 clusters Score -2876206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -2876221.750000 Penalty: 3352.246338
	Iteration 67Q: 3 clusters Score -2876222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2876244.500000 Penalty: 3352.246338
	Iteration 68Q: 3 clusters Score -2876244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2876263.750000 Penalty: 3352.246338
	Iteration 69Q: 3 clusters Score -2876264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -2876294.500000 Penalty: 3352.246338
	Iteration 70Q: 3 clusters Score -2876294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2876305.000000 Penalty: 3352.246338
	Iteration 71Q: 3 clusters Score -2876305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2876314.250000 Penalty: 3352.246338
	Iteration 72Q: 3 clusters Score -2876314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -2876322.000000 Penalty: 3352.246338
	Iteration 73Q: 3 clusters Score -2876322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -2876320.500000 Penalty: 3352.246338
	Iteration 74Q: 3 clusters Score -2876320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2876324.250000 Penalty: 3352.246338
	Iteration 75Q: 3 clusters Score -2876324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -2876331.500000 Penalty: 3352.246338
	Iteration 76Q: 3 clusters Score -2876332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2876336.250000 Penalty: 3352.246338
	Iteration 77Q: 3 clusters Score -2876336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2876342.750000 Penalty: 3352.246338
	Iteration 78Q: 3 clusters Score -2876343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -2876347.750000 Penalty: 3352.246338
	Iteration 79Q: 3 clusters Score -2876348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2876343.750000 Penalty: 3352.246338
	Iteration 80F: 3 clusters Score -2876344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -2876348.000000 Penalty: 3352.246338
	Iteration 81Q: 3 clusters Score -2876348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2876349.500000 Penalty: 3352.246338
	Iteration 82Q: 3 clusters Score -2876350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2876354.500000 Penalty: 3352.246338
	Iteration 83Q: 3 clusters Score -2876354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -2876356.750000 Penalty: 3352.246338
	Iteration 84Q: 3 clusters Score -2876357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2876360.750000 Penalty: 3352.246338
	Iteration 85Q: 3 clusters Score -2876361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -2876363.250000 Penalty: 3352.246338
	Iteration 86Q: 3 clusters Score -2876363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -2876368.500000 Penalty: 3352.246338
	Iteration 87Q: 3 clusters Score -2876368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -2876369.750000 Penalty: 3352.246338
	Iteration 88Q: 3 clusters Score -2876370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -2876367.500000 Penalty: 3352.246338
	Iteration 89Q: 3 clusters Score -2876368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2876370.250000 Penalty: 3352.246338
	Iteration 90Q: 3 clusters Score -2876370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2876373.250000 Penalty: 3352.246338
	Iteration 91Q: 3 clusters Score -2876373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -2876373.500000 Penalty: 3352.246338
	Iteration 92Q: 3 clusters Score -2876374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -2876378.250000 Penalty: 3352.246338
	Iteration 93Q: 3 clusters Score -2876378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -2876378.750000 Penalty: 3352.246338
	Iteration 94Q: 3 clusters Score -2876379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -2876377.750000 Penalty: 3352.246338
	Iteration 95Q: 3 clusters Score -2876378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2876378.250000 Penalty: 3352.246338
	Iteration 96Q: 3 clusters Score -2876378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -2876382.500000 Penalty: 3352.246338
	Iteration 97Q: 3 clusters Score -2876382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2876383.750000 Penalty: 3352.246338
	Iteration 98Q: 3 clusters Score -2876384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -2876383.250000 Penalty: 3352.246338
	Iteration 99Q: 3 clusters Score -2876383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -2876383.750000 Penalty: 3352.246338
	Iteration 100F: 3 clusters Score -2876384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -2876384.000000 Penalty: 3352.246338
	Iteration 101Q: 3 clusters Score -2876384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -2876383.500000 Penalty: 3352.246338
	Iteration 102Q: 3 clusters Score -2876384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -2876383.500000 Penalty: 3352.246338
	Iteration 103F: 3 clusters Score -2876384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Entering Unmasked Estep 
Score: -538977.187500 Penalty: 1403.817993
	Iteration 0F: 2 clusters Score -538977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -534592.125000 Penalty: 2807.635986
	Iteration 0F: 3 clusters Score -534592.1 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -535999.187500 Penalty: 2807.635986
	Iteration 1F: 3 clusters Score -535999.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -536383.875000 Penalty: 2807.635986
	Iteration 2F: 3 clusters Score -536383.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -536755.500000 Penalty: 2807.635986
	Iteration 3F: 3 clusters Score -536755.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -537118.562500 Penalty: 2807.635986
	Iteration 4F: 3 clusters Score -537118.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -537380.500000 Penalty: 2807.635986
	Iteration 5F: 3 clusters Score -537380.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -537582.312500 Penalty: 2807.635986
	Iteration 6Q: 3 clusters Score -537582.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -537720.187500 Penalty: 2807.635986
	Iteration 7Q: 3 clusters Score -537720.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -537821.375000 Penalty: 2807.635986
	Iteration 8Q: 3 clusters Score -537821.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -537894.562500 Penalty: 2807.635986
	Iteration 9Q: 3 clusters Score -537894.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -537949.312500 Penalty: 2807.635986
	Iteration 10Q: 3 clusters Score -537949.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -537991.250000 Penalty: 2807.635986
	Iteration 11Q: 3 clusters Score -537991.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -538017.687500 Penalty: 2807.635986
	Iteration 12Q: 3 clusters Score -538017.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -538039.125000 Penalty: 2807.635986
	Iteration 13Q: 3 clusters Score -538039.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -538047.875000 Penalty: 2807.635986
	Iteration 14Q: 3 clusters Score -538047.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -538055.375000 Penalty: 2807.635986
	Iteration 15Q: 3 clusters Score -538055.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -538062.500000 Penalty: 2807.635986
	Iteration 16Q: 3 clusters Score -538062.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -538065.687500 Penalty: 2807.635986
	Iteration 17Q: 3 clusters Score -538065.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -538070.250000 Penalty: 2807.635986
	Iteration 18Q: 3 clusters Score -538070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -538076.187500 Penalty: 2807.635986
	Iteration 19Q: 3 clusters Score -538076.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -538079.750000 Penalty: 2807.635986
	Iteration 20F: 3 clusters Score -538079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -538080.250000 Penalty: 2807.635986
	Iteration 21Q: 3 clusters Score -538080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -538080.750000 Penalty: 2807.635986
	Iteration 22Q: 3 clusters Score -538080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -538082.000000 Penalty: 2807.635986
	Iteration 23Q: 3 clusters Score -538082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -538083.125000 Penalty: 2807.635986
	Iteration 24Q: 3 clusters Score -538083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -538084.125000 Penalty: 2807.635986
	Iteration 25Q: 3 clusters Score -538084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -538084.750000 Penalty: 2807.635986
	Iteration 26Q: 3 clusters Score -538084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -538087.000000 Penalty: 2807.635986
	Iteration 27Q: 3 clusters Score -538087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -538087.875000 Penalty: 2807.635986
	Iteration 28Q: 3 clusters Score -538087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -538091.375000 Penalty: 2807.635986
	Iteration 29Q: 3 clusters Score -538091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -538092.687500 Penalty: 2807.635986
	Iteration 30Q: 3 clusters Score -538092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -538094.875000 Penalty: 2807.635986
	Iteration 31Q: 3 clusters Score -538094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -538098.625000 Penalty: 2807.635986
	Iteration 32Q: 3 clusters Score -538098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -538100.062500 Penalty: 2807.635986
	Iteration 33Q: 3 clusters Score -538100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -538101.500000 Penalty: 2807.635986
	Iteration 34Q: 3 clusters Score -538101.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -538102.750000 Penalty: 2807.635986
	Iteration 35Q: 3 clusters Score -538102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -538104.937500 Penalty: 2807.635986
	Iteration 36Q: 3 clusters Score -538104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -538106.562500 Penalty: 2807.635986
	Iteration 37Q: 3 clusters Score -538106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -538107.312500 Penalty: 2807.635986
	Iteration 38Q: 3 clusters Score -538107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -538109.250000 Penalty: 2807.635986
	Iteration 39Q: 3 clusters Score -538109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -538111.562500 Penalty: 2807.635986
	Iteration 40F: 3 clusters Score -538111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -538112.687500 Penalty: 2807.635986
	Iteration 41Q: 3 clusters Score -538112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -538114.125000 Penalty: 2807.635986
	Iteration 42Q: 3 clusters Score -538114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -538113.750000 Penalty: 2807.635986
	Iteration 43Q: 3 clusters Score -538113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -538115.500000 Penalty: 2807.635986
	Iteration 44Q: 3 clusters Score -538115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -538116.562500 Penalty: 2807.635986
	Iteration 45Q: 3 clusters Score -538116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -538118.000000 Penalty: 2807.635986
	Iteration 46Q: 3 clusters Score -538118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -538120.750000 Penalty: 2807.635986
	Iteration 47Q: 3 clusters Score -538120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -538123.250000 Penalty: 2807.635986
	Iteration 48Q: 3 clusters Score -538123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -538125.437500 Penalty: 2807.635986
	Iteration 49Q: 3 clusters Score -538125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -538131.062500 Penalty: 2807.635986
	Iteration 50Q: 3 clusters Score -538131.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -538137.812500 Penalty: 2807.635986
	Iteration 51Q: 3 clusters Score -538137.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -538144.812500 Penalty: 2807.635986
	Iteration 52Q: 3 clusters Score -538144.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -538150.437500 Penalty: 2807.635986
	Iteration 53Q: 3 clusters Score -538150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -538158.000000 Penalty: 2807.635986
	Iteration 54Q: 3 clusters Score -538158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -538163.750000 Penalty: 2807.635986
	Iteration 55Q: 3 clusters Score -538163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -538170.375000 Penalty: 2807.635986
	Iteration 56Q: 3 clusters Score -538170.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -538174.625000 Penalty: 2807.635986
	Iteration 57Q: 3 clusters Score -538174.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -538177.875000 Penalty: 2807.635986
	Iteration 58Q: 3 clusters Score -538177.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -538181.625000 Penalty: 2807.635986
	Iteration 59Q: 3 clusters Score -538181.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -538185.250000 Penalty: 2807.635986
	Iteration 60F: 3 clusters Score -538185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -538188.000000 Penalty: 2807.635986
	Iteration 61Q: 3 clusters Score -538188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -538190.250000 Penalty: 2807.635986
	Iteration 62Q: 3 clusters Score -538190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -538194.500000 Penalty: 2807.635986
	Iteration 63Q: 3 clusters Score -538194.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -538197.000000 Penalty: 2807.635986
	Iteration 64Q: 3 clusters Score -538197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -538204.625000 Penalty: 2807.635986
	Iteration 65Q: 3 clusters Score -538204.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -538213.375000 Penalty: 2807.635986
	Iteration 66Q: 3 clusters Score -538213.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -538225.812500 Penalty: 2807.635986
	Iteration 67Q: 3 clusters Score -538225.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -538241.875000 Penalty: 2807.635986
	Iteration 68Q: 3 clusters Score -538241.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -538261.312500 Penalty: 2807.635986
	Iteration 69Q: 3 clusters Score -538261.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -538278.625000 Penalty: 2807.635986
	Iteration 70Q: 3 clusters Score -538278.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -538297.125000 Penalty: 2807.635986
	Iteration 71Q: 3 clusters Score -538297.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -538316.562500 Penalty: 2807.635986
	Iteration 72Q: 3 clusters Score -538316.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -538335.312500 Penalty: 2807.635986
	Iteration 73Q: 3 clusters Score -538335.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -538343.312500 Penalty: 2807.635986
	Iteration 74Q: 3 clusters Score -538343.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -538351.937500 Penalty: 2807.635986
	Iteration 75Q: 3 clusters Score -538351.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -538358.500000 Penalty: 2807.635986
	Iteration 76Q: 3 clusters Score -538358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -538363.125000 Penalty: 2807.635986
	Iteration 77Q: 3 clusters Score -538363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -538365.187500 Penalty: 2807.635986
	Iteration 78Q: 3 clusters Score -538365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -538368.000000 Penalty: 2807.635986
	Iteration 79Q: 3 clusters Score -538368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -538370.875000 Penalty: 2807.635986
	Iteration 80F: 3 clusters Score -538370.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -538370.937500 Penalty: 2807.635986
	Iteration 81Q: 3 clusters Score -538370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -538372.312500 Penalty: 2807.635986
	Iteration 82Q: 3 clusters Score -538372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -538373.937500 Penalty: 2807.635986
	Iteration 83Q: 3 clusters Score -538373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -538374.375000 Penalty: 2807.635986
	Iteration 84Q: 3 clusters Score -538374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -538377.875000 Penalty: 2807.635986
	Iteration 85Q: 3 clusters Score -538377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -538381.500000 Penalty: 2807.635986
	Iteration 86Q: 3 clusters Score -538381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -538384.625000 Penalty: 2807.635986
	Iteration 87Q: 3 clusters Score -538384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -538385.875000 Penalty: 2807.635986
	Iteration 88Q: 3 clusters Score -538385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -538386.937500 Penalty: 2807.635986
	Iteration 89Q: 3 clusters Score -538386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -538387.187500 Penalty: 2807.635986
	Iteration 90Q: 3 clusters Score -538387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -538388.062500 Penalty: 2807.635986
	Iteration 91Q: 3 clusters Score -538388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -538388.312500 Penalty: 2807.635986
	Iteration 92Q: 3 clusters Score -538388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -538388.312500 Penalty: 2807.635986
	Iteration 93F: 3 clusters Score -538388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Entering Unmasked Estep 
Score: -3105600.000000 Penalty: 1674.808960
	Iteration 0F: 2 clusters Score -3105600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3085316.750000 Penalty: 3349.617920
	Iteration 0F: 3 clusters Score -3085317 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3093162.000000 Penalty: 3349.617920
	Iteration 1F: 3 clusters Score -3093162 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3093555.250000 Penalty: 3349.617920
	Iteration 2Q: 3 clusters Score -3093555 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3093936.250000 Penalty: 3349.617920
	Iteration 3Q: 3 clusters Score -3093936 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3094300.500000 Penalty: 3349.617920
	Iteration 4Q: 3 clusters Score -3094300 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3094671.250000 Penalty: 3349.617920
	Iteration 5Q: 3 clusters Score -3094671 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3095099.500000 Penalty: 3349.617920
	Iteration 6Q: 3 clusters Score -3095100 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3095582.750000 Penalty: 3349.617920
	Iteration 7Q: 3 clusters Score -3095583 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3096177.750000 Penalty: 3349.617920
	Iteration 8Q: 3 clusters Score -3096178 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3096856.250000 Penalty: 3349.617920
	Iteration 9Q: 3 clusters Score -3096856 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3097700.250000 Penalty: 3349.617920
	Iteration 10Q: 3 clusters Score -3097700 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3098593.250000 Penalty: 3349.617920
	Iteration 11Q: 3 clusters Score -3098593 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3099223.500000 Penalty: 3349.617920
	Iteration 12Q: 3 clusters Score -3099224 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3099587.250000 Penalty: 3349.617920
	Iteration 13Q: 3 clusters Score -3099587 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3099738.000000 Penalty: 3349.617920
	Iteration 14Q: 3 clusters Score -3099738 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3099839.750000 Penalty: 3349.617920
	Iteration 15Q: 3 clusters Score -3099840 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3099934.250000 Penalty: 3349.617920
	Iteration 16Q: 3 clusters Score -3099934 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3100038.750000 Penalty: 3349.617920
	Iteration 17Q: 3 clusters Score -3100039 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3100125.750000 Penalty: 3349.617920
	Iteration 18Q: 3 clusters Score -3100126 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3100238.000000 Penalty: 3349.617920
	Iteration 19Q: 3 clusters Score -3100238 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3100365.250000 Penalty: 3349.617920
	Iteration 20F: 3 clusters Score -3100365 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3100483.750000 Penalty: 3349.617920
	Iteration 21Q: 3 clusters Score -3100484 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3100598.500000 Penalty: 3349.617920
	Iteration 22Q: 3 clusters Score -3100598 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3100726.250000 Penalty: 3349.617920
	Iteration 23Q: 3 clusters Score -3100726 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3100853.000000 Penalty: 3349.617920
	Iteration 24Q: 3 clusters Score -3100853 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3100980.750000 Penalty: 3349.617920
	Iteration 25Q: 3 clusters Score -3100981 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3101095.500000 Penalty: 3349.617920
	Iteration 26Q: 3 clusters Score -3101096 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3101223.750000 Penalty: 3349.617920
	Iteration 27Q: 3 clusters Score -3101224 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3101341.250000 Penalty: 3349.617920
	Iteration 28Q: 3 clusters Score -3101341 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3101431.250000 Penalty: 3349.617920
	Iteration 29Q: 3 clusters Score -3101431 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3101510.250000 Penalty: 3349.617920
	Iteration 30Q: 3 clusters Score -3101510 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3101582.750000 Penalty: 3349.617920
	Iteration 31Q: 3 clusters Score -3101583 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3101634.250000 Penalty: 3349.617920
	Iteration 32Q: 3 clusters Score -3101634 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3101689.500000 Penalty: 3349.617920
	Iteration 33Q: 3 clusters Score -3101690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3101734.500000 Penalty: 3349.617920
	Iteration 34Q: 3 clusters Score -3101734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3101774.750000 Penalty: 3349.617920
	Iteration 35Q: 3 clusters Score -3101775 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3101796.500000 Penalty: 3349.617920
	Iteration 36Q: 3 clusters Score -3101796 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3101826.750000 Penalty: 3349.617920
	Iteration 37Q: 3 clusters Score -3101827 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3101863.750000 Penalty: 3349.617920
	Iteration 38Q: 3 clusters Score -3101864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3101894.000000 Penalty: 3349.617920
	Iteration 39Q: 3 clusters Score -3101894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3101919.250000 Penalty: 3349.617920
	Iteration 40F: 3 clusters Score -3101919 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3101949.250000 Penalty: 3349.617920
	Iteration 41Q: 3 clusters Score -3101949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3101991.250000 Penalty: 3349.617920
	Iteration 42Q: 3 clusters Score -3101991 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3102050.500000 Penalty: 3349.617920
	Iteration 43Q: 3 clusters Score -3102050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3102094.500000 Penalty: 3349.617920
	Iteration 44Q: 3 clusters Score -3102094 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3102158.000000 Penalty: 3349.617920
	Iteration 45Q: 3 clusters Score -3102158 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3102202.500000 Penalty: 3349.617920
	Iteration 46Q: 3 clusters Score -3102202 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3102276.000000 Penalty: 3349.617920
	Iteration 47Q: 3 clusters Score -3102276 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3102344.000000 Penalty: 3349.617920
	Iteration 48Q: 3 clusters Score -3102344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3102418.750000 Penalty: 3349.617920
	Iteration 49Q: 3 clusters Score -3102419 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3102508.250000 Penalty: 3349.617920
	Iteration 50Q: 3 clusters Score -3102508 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3102575.000000 Penalty: 3349.617920
	Iteration 51Q: 3 clusters Score -3102575 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3102644.000000 Penalty: 3349.617920
	Iteration 52Q: 3 clusters Score -3102644 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3102733.500000 Penalty: 3349.617920
	Iteration 53Q: 3 clusters Score -3102734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3102815.000000 Penalty: 3349.617920
	Iteration 54Q: 3 clusters Score -3102815 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3102898.250000 Penalty: 3349.617920
	Iteration 55Q: 3 clusters Score -3102898 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3102991.500000 Penalty: 3349.617920
	Iteration 56Q: 3 clusters Score -3102992 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3103090.500000 Penalty: 3349.617920
	Iteration 57Q: 3 clusters Score -3103090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3103174.250000 Penalty: 3349.617920
	Iteration 58Q: 3 clusters Score -3103174 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3103263.000000 Penalty: 3349.617920
	Iteration 59Q: 3 clusters Score -3103263 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3103338.500000 Penalty: 3349.617920
	Iteration 60F: 3 clusters Score -3103338 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3103437.500000 Penalty: 3349.617920
	Iteration 61Q: 3 clusters Score -3103438 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3103501.750000 Penalty: 3349.617920
	Iteration 62Q: 3 clusters Score -3103502 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3103559.500000 Penalty: 3349.617920
	Iteration 63Q: 3 clusters Score -3103560 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3103624.750000 Penalty: 3349.617920
	Iteration 64Q: 3 clusters Score -3103625 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3103679.250000 Penalty: 3349.617920
	Iteration 65Q: 3 clusters Score -3103679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3103740.000000 Penalty: 3349.617920
	Iteration 66Q: 3 clusters Score -3103740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3103807.250000 Penalty: 3349.617920
	Iteration 67Q: 3 clusters Score -3103807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3103863.250000 Penalty: 3349.617920
	Iteration 68Q: 3 clusters Score -3103863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3103916.250000 Penalty: 3349.617920
	Iteration 69Q: 3 clusters Score -3103916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3103950.250000 Penalty: 3349.617920
	Iteration 70Q: 3 clusters Score -3103950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3103998.500000 Penalty: 3349.617920
	Iteration 71Q: 3 clusters Score -3103998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3104032.500000 Penalty: 3349.617920
	Iteration 72Q: 3 clusters Score -3104032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3104054.750000 Penalty: 3349.617920
	Iteration 73Q: 3 clusters Score -3104055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3104060.500000 Penalty: 3349.617920
	Iteration 74Q: 3 clusters Score -3104060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3104069.750000 Penalty: 3349.617920
	Iteration 75Q: 3 clusters Score -3104070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3104078.250000 Penalty: 3349.617920
	Iteration 76Q: 3 clusters Score -3104078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3104086.000000 Penalty: 3349.617920
	Iteration 77Q: 3 clusters Score -3104086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3104096.000000 Penalty: 3349.617920
	Iteration 78Q: 3 clusters Score -3104096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3104104.250000 Penalty: 3349.617920
	Iteration 79Q: 3 clusters Score -3104104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3104112.000000 Penalty: 3349.617920
	Iteration 80F: 3 clusters Score -3104112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3104119.750000 Penalty: 3349.617920
	Iteration 81Q: 3 clusters Score -3104120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3104124.750000 Penalty: 3349.617920
	Iteration 82Q: 3 clusters Score -3104125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3104128.000000 Penalty: 3349.617920
	Iteration 83Q: 3 clusters Score -3104128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3104131.000000 Penalty: 3349.617920
	Iteration 84Q: 3 clusters Score -3104131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3104143.000000 Penalty: 3349.617920
	Iteration 85Q: 3 clusters Score -3104143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3104141.750000 Penalty: 3349.617920
	Iteration 86Q: 3 clusters Score -3104142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3104147.500000 Penalty: 3349.617920
	Iteration 87Q: 3 clusters Score -3104148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3104151.750000 Penalty: 3349.617920
	Iteration 88Q: 3 clusters Score -3104152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3104154.000000 Penalty: 3349.617920
	Iteration 89Q: 3 clusters Score -3104154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3104156.000000 Penalty: 3349.617920
	Iteration 90Q: 3 clusters Score -3104156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3104159.250000 Penalty: 3349.617920
	Iteration 91Q: 3 clusters Score -3104159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3104159.250000 Penalty: 3349.617920
	Iteration 92Q: 3 clusters Score -3104159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3104160.750000 Penalty: 3349.617920
	Iteration 93Q: 3 clusters Score -3104161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3104157.250000 Penalty: 3349.617920
	Iteration 94Q: 3 clusters Score -3104157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3104161.000000 Penalty: 3349.617920
	Iteration 95Q: 3 clusters Score -3104161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3104161.000000 Penalty: 3349.617920
	Iteration 96F: 3 clusters Score -3104161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Entering Unmasked Estep 
Score: -3928986.500000 Penalty: 1712.794800
	Iteration 0F: 2 clusters Score -3928986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3903625.750000 Penalty: 3425.589600
	Iteration 0F: 3 clusters Score -3903626 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3913427.500000 Penalty: 3425.589600
	Iteration 1F: 3 clusters Score -3913428 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3913998.250000 Penalty: 3425.589600
	Iteration 2Q: 3 clusters Score -3913998 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3914623.500000 Penalty: 3425.589600
	Iteration 3Q: 3 clusters Score -3914624 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3915328.500000 Penalty: 3425.589600
	Iteration 4Q: 3 clusters Score -3915328 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3916193.250000 Penalty: 3425.589600
	Iteration 5F: 3 clusters Score -3916193 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3917281.250000 Penalty: 3425.589600
	Iteration 6F: 3 clusters Score -3917281 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3918520.750000 Penalty: 3425.589600
	Iteration 7F: 3 clusters Score -3918521 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3919810.000000 Penalty: 3425.589600
	Iteration 8F: 3 clusters Score -3919810 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3921146.500000 Penalty: 3425.589600
	Iteration 9F: 3 clusters Score -3921146 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3922509.000000 Penalty: 3425.589600
	Iteration 10Q: 3 clusters Score -3922509 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3923614.250000 Penalty: 3425.589600
	Iteration 11Q: 3 clusters Score -3923614 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3924290.500000 Penalty: 3425.589600
	Iteration 12Q: 3 clusters Score -3924290 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3924706.500000 Penalty: 3425.589600
	Iteration 13Q: 3 clusters Score -3924706 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3925023.250000 Penalty: 3425.589600
	Iteration 14Q: 3 clusters Score -3925023 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3925290.750000 Penalty: 3425.589600
	Iteration 15Q: 3 clusters Score -3925291 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3925538.500000 Penalty: 3425.589600
	Iteration 16Q: 3 clusters Score -3925538 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3925759.250000 Penalty: 3425.589600
	Iteration 17Q: 3 clusters Score -3925759 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3925956.250000 Penalty: 3425.589600
	Iteration 18Q: 3 clusters Score -3925956 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3926143.000000 Penalty: 3425.589600
	Iteration 19Q: 3 clusters Score -3926143 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3926322.000000 Penalty: 3425.589600
	Iteration 20F: 3 clusters Score -3926322 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3926490.000000 Penalty: 3425.589600
	Iteration 21Q: 3 clusters Score -3926490 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3926650.000000 Penalty: 3425.589600
	Iteration 22Q: 3 clusters Score -3926650 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3926788.000000 Penalty: 3425.589600
	Iteration 23Q: 3 clusters Score -3926788 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3926930.500000 Penalty: 3425.589600
	Iteration 24Q: 3 clusters Score -3926930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3927102.000000 Penalty: 3425.589600
	Iteration 25Q: 3 clusters Score -3927102 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3927191.000000 Penalty: 3425.589600
	Iteration 26Q: 3 clusters Score -3927191 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3927280.000000 Penalty: 3425.589600
	Iteration 27Q: 3 clusters Score -3927280 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3927359.500000 Penalty: 3425.589600
	Iteration 28Q: 3 clusters Score -3927360 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3927412.250000 Penalty: 3425.589600
	Iteration 29Q: 3 clusters Score -3927412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3927456.250000 Penalty: 3425.589600
	Iteration 30Q: 3 clusters Score -3927456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3927490.000000 Penalty: 3425.589600
	Iteration 31Q: 3 clusters Score -3927490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3927517.000000 Penalty: 3425.589600
	Iteration 32Q: 3 clusters Score -3927517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3927538.750000 Penalty: 3425.589600
	Iteration 33Q: 3 clusters Score -3927539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3927558.000000 Penalty: 3425.589600
	Iteration 34Q: 3 clusters Score -3927558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3927573.250000 Penalty: 3425.589600
	Iteration 35Q: 3 clusters Score -3927573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3927588.500000 Penalty: 3425.589600
	Iteration 36Q: 3 clusters Score -3927588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3927587.000000 Penalty: 3425.589600
	Iteration 37Q: 3 clusters Score -3927587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3927592.750000 Penalty: 3425.589600
	Iteration 38Q: 3 clusters Score -3927593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3927604.750000 Penalty: 3425.589600
	Iteration 39Q: 3 clusters Score -3927605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3927607.250000 Penalty: 3425.589600
	Iteration 40F: 3 clusters Score -3927607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3927615.000000 Penalty: 3425.589600
	Iteration 41Q: 3 clusters Score -3927615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3927627.250000 Penalty: 3425.589600
	Iteration 42Q: 3 clusters Score -3927627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3927629.000000 Penalty: 3425.589600
	Iteration 43Q: 3 clusters Score -3927629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3927631.750000 Penalty: 3425.589600
	Iteration 44Q: 3 clusters Score -3927632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3927639.750000 Penalty: 3425.589600
	Iteration 45Q: 3 clusters Score -3927640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3927645.000000 Penalty: 3425.589600
	Iteration 46Q: 3 clusters Score -3927645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3927650.750000 Penalty: 3425.589600
	Iteration 47Q: 3 clusters Score -3927651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3927651.000000 Penalty: 3425.589600
	Iteration 48Q: 3 clusters Score -3927651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3927654.750000 Penalty: 3425.589600
	Iteration 49Q: 3 clusters Score -3927655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3927649.250000 Penalty: 3425.589600
	Iteration 50Q: 3 clusters Score -3927649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3927648.500000 Penalty: 3425.589600
	Iteration 51Q: 3 clusters Score -3927648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3927651.500000 Penalty: 3425.589600
	Iteration 52Q: 3 clusters Score -3927652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3927653.750000 Penalty: 3425.589600
	Iteration 53Q: 3 clusters Score -3927654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3927651.500000 Penalty: 3425.589600
	Iteration 54Q: 3 clusters Score -3927652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3927652.000000 Penalty: 3425.589600
	Iteration 55Q: 3 clusters Score -3927652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3927652.250000 Penalty: 3425.589600
	Iteration 56Q: 3 clusters Score -3927652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3927655.000000 Penalty: 3425.589600
	Iteration 57Q: 3 clusters Score -3927655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3927655.000000 Penalty: 3425.589600
	Iteration 58F: 3 clusters Score -3927655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Entering Unmasked Estep 
Score: -16158558.000000 Penalty: 1942.327637
	Iteration 0F: 2 clusters Score -1.615856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -16057733.000000 Penalty: 3884.655273
	Iteration 0F: 3 clusters Score -1.605773e+07 nChanged 75082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -16101209.000000 Penalty: 3884.655273
	Iteration 1F: 3 clusters Score -1.610121e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -16101995.000000 Penalty: 3884.655273
	Iteration 2Q: 3 clusters Score -1.6102e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -16103250.000000 Penalty: 3884.655273
	Iteration 3Q: 3 clusters Score -1.610325e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -16105037.000000 Penalty: 3884.655273
	Iteration 4Q: 3 clusters Score -1.610504e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -16108399.000000 Penalty: 3884.655273
	Iteration 5Q: 3 clusters Score -1.61084e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -16114471.000000 Penalty: 3884.655273
	Iteration 6F: 3 clusters Score -1.611447e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 118800 members 
Entering Unmasked Estep 
Score: -16124216.000000 Penalty: 3884.655273
	Iteration 7F: 3 clusters Score -1.612422e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 132688 members 
Entering Unmasked Estep 
Score: -16137152.000000 Penalty: 3884.655273
	Iteration 8F: 3 clusters Score -1.613715e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -16148477.000000 Penalty: 3884.655273
	Iteration 9F: 3 clusters Score -1.614848e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -16154094.000000 Penalty: 3884.655273
	Iteration 10Q: 3 clusters Score -1.615409e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -16156062.000000 Penalty: 3884.655273
	Iteration 11Q: 3 clusters Score -1.615606e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -16156550.000000 Penalty: 3884.655273
	Iteration 12Q: 3 clusters Score -1.615655e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -16156750.000000 Penalty: 3884.655273
	Iteration 13Q: 3 clusters Score -1.615675e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -16156818.000000 Penalty: 3884.655273
	Iteration 14Q: 3 clusters Score -1.615682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -16156862.000000 Penalty: 3884.655273
	Iteration 15Q: 3 clusters Score -1.615686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -16156876.000000 Penalty: 3884.655273
	Iteration 16Q: 3 clusters Score -1.615688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -16156890.000000 Penalty: 3884.655273
	Iteration 17Q: 3 clusters Score -1.615689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155078 members 
Entering Unmasked Estep 
Score: -16156898.000000 Penalty: 3884.655273
	Iteration 18Q: 3 clusters Score -1.61569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -16156918.000000 Penalty: 3884.655273
	Iteration 19Q: 3 clusters Score -1.615692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -16156912.000000 Penalty: 3884.655273
	Iteration 20F: 3 clusters Score -1.615691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -16156915.000000 Penalty: 3884.655273
	Iteration 21Q: 3 clusters Score -1.615692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -16156915.000000 Penalty: 3884.655273
	Iteration 22F: 3 clusters Score -1.615692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -845490.250000 Penalty: 1464.867310
	Iteration 0F: 2 clusters Score -845490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -839487.250000 Penalty: 2929.734619
	Iteration 0F: 3 clusters Score -839487.2 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -841508.812500 Penalty: 2929.734619
	Iteration 1F: 3 clusters Score -841508.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -841875.562500 Penalty: 2929.734619
	Iteration 2F: 3 clusters Score -841875.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -842161.562500 Penalty: 2929.734619
	Iteration 3F: 3 clusters Score -842161.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -842419.125000 Penalty: 2929.734619
	Iteration 4F: 3 clusters Score -842419.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -842694.812500 Penalty: 2929.734619
	Iteration 5F: 3 clusters Score -842694.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -842933.187500 Penalty: 2929.734619
	Iteration 6F: 3 clusters Score -842933.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -843164.687500 Penalty: 2929.734619
	Iteration 7Q: 3 clusters Score -843164.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -843372.000000 Penalty: 2929.734619
	Iteration 8Q: 3 clusters Score -843372 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -843576.562500 Penalty: 2929.734619
	Iteration 9Q: 3 clusters Score -843576.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -843749.375000 Penalty: 2929.734619
	Iteration 10Q: 3 clusters Score -843749.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -843895.312500 Penalty: 2929.734619
	Iteration 11Q: 3 clusters Score -843895.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -843995.812500 Penalty: 2929.734619
	Iteration 12Q: 3 clusters Score -843995.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -844072.812500 Penalty: 2929.734619
	Iteration 13Q: 3 clusters Score -844072.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -844132.625000 Penalty: 2929.734619
	Iteration 14Q: 3 clusters Score -844132.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -844171.187500 Penalty: 2929.734619
	Iteration 15Q: 3 clusters Score -844171.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -844208.062500 Penalty: 2929.734619
	Iteration 16Q: 3 clusters Score -844208.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -844238.000000 Penalty: 2929.734619
	Iteration 17Q: 3 clusters Score -844238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -844259.875000 Penalty: 2929.734619
	Iteration 18Q: 3 clusters Score -844259.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -844275.750000 Penalty: 2929.734619
	Iteration 19Q: 3 clusters Score -844275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -844283.250000 Penalty: 2929.734619
	Iteration 20F: 3 clusters Score -844283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -844286.625000 Penalty: 2929.734619
	Iteration 21Q: 3 clusters Score -844286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -844288.812500 Penalty: 2929.734619
	Iteration 22Q: 3 clusters Score -844288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -844291.562500 Penalty: 2929.734619
	Iteration 23Q: 3 clusters Score -844291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -844295.750000 Penalty: 2929.734619
	Iteration 24Q: 3 clusters Score -844295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -844299.562500 Penalty: 2929.734619
	Iteration 25Q: 3 clusters Score -844299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -844301.687500 Penalty: 2929.734619
	Iteration 26Q: 3 clusters Score -844301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -844301.250000 Penalty: 2929.734619
	Iteration 27Q: 3 clusters Score -844301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -844301.250000 Penalty: 2929.734619
	Iteration 28F: 3 clusters Score -844301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -290262.562500 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -290262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -287581.250000 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -287581.2 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -288372.281250 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -288372.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -288587.312500 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -288587.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -288734.562500 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -288734.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -288831.843750 Penalty: 2608.399170
	Iteration 4Q: 3 clusters Score -288831.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288910.062500 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -288910.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -288977.062500 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -288977.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -289036.968750 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -289037 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -289100.718750 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -289100.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -289168.312500 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -289168.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -289251.437500 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -289251.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -289326.093750 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -289326.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -289382.625000 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -289382.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -289435.531250 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -289435.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -289478.281250 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -289478.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -289517.718750 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -289517.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -289541.718750 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -289541.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -289560.937500 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -289560.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -289575.125000 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -289575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -289579.937500 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -289579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -289602.218750 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -289602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -289610.000000 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -289610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -289618.875000 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -289618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -289626.312500 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -289626.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -289633.218750 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -289633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -289637.687500 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -289637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -289640.656250 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -289640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -289642.500000 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -289642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -289643.156250 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -289643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -289645.125000 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -289645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -289646.093750 Penalty: 2608.399170
	Iteration 30Q: 3 clusters Score -289646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -289646.906250 Penalty: 2608.399170
	Iteration 31Q: 3 clusters Score -289646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -289647.406250 Penalty: 2608.399170
	Iteration 32Q: 3 clusters Score -289647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -289648.281250 Penalty: 2608.399170
	Iteration 33Q: 3 clusters Score -289648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -289649.000000 Penalty: 2608.399170
	Iteration 34Q: 3 clusters Score -289649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -289650.562500 Penalty: 2608.399170
	Iteration 35Q: 3 clusters Score -289650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -289650.937500 Penalty: 2608.399170
	Iteration 36Q: 3 clusters Score -289650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -289651.781250 Penalty: 2608.399170
	Iteration 37Q: 3 clusters Score -289651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -289652.500000 Penalty: 2608.399170
	Iteration 38Q: 3 clusters Score -289652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -289653.625000 Penalty: 2608.399170
	Iteration 39Q: 3 clusters Score -289653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -289653.625000 Penalty: 2608.399170
	Iteration 40F: 3 clusters Score -289653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -143908.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -143908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142107.265625 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -142107.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142753.093750 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -142753.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143022.468750 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -143022.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143201.015625 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -143201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143315.593750 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -143315.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -143385.406250 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -143385.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -143465.109375 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -143465.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143527.218750 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -143527.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143552.187500 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -143552.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143567.843750 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -143567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -143577.375000 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -143577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143581.906250 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -143581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143585.593750 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -143585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -143587.828125 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -143587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -143594.359375 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -143594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143600.187500 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -143600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143602.140625 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -143602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -143604.703125 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -143604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143608.750000 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -143608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143613.468750 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -143613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143619.281250 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -143619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -143629.484375 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -143629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143637.218750 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -143637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -143643.234375 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -143643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143645.781250 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -143645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143649.625000 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -143649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143651.093750 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -143651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143651.093750 Penalty: 2408.362793
	Iteration 27F: 3 clusters Score -143651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Entering Unmasked Estep 
Score: -1132843.250000 Penalty: 1509.712280
	Iteration 0F: 2 clusters Score -1132843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1125142.375000 Penalty: 3019.424561
	Iteration 0F: 3 clusters Score -1125142 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1127709.625000 Penalty: 3019.424561
	Iteration 1F: 3 clusters Score -1127710 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1128038.125000 Penalty: 3019.424561
	Iteration 2F: 3 clusters Score -1128038 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1128384.250000 Penalty: 3019.424561
	Iteration 3F: 3 clusters Score -1128384 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1128836.875000 Penalty: 3019.424561
	Iteration 4F: 3 clusters Score -1128837 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1129442.625000 Penalty: 3019.424561
	Iteration 5F: 3 clusters Score -1129443 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1130112.750000 Penalty: 3019.424561
	Iteration 6F: 3 clusters Score -1130113 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1130729.500000 Penalty: 3019.424561
	Iteration 7F: 3 clusters Score -1130730 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1131190.625000 Penalty: 3019.424561
	Iteration 8Q: 3 clusters Score -1131191 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1131544.375000 Penalty: 3019.424561
	Iteration 9Q: 3 clusters Score -1131544 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1131728.625000 Penalty: 3019.424561
	Iteration 10Q: 3 clusters Score -1131729 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1131839.750000 Penalty: 3019.424561
	Iteration 11Q: 3 clusters Score -1131840 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1131907.500000 Penalty: 3019.424561
	Iteration 12Q: 3 clusters Score -1131908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1131955.500000 Penalty: 3019.424561
	Iteration 13Q: 3 clusters Score -1131956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1132005.125000 Penalty: 3019.424561
	Iteration 14Q: 3 clusters Score -1132005 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1132063.250000 Penalty: 3019.424561
	Iteration 15Q: 3 clusters Score -1132063 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1132123.750000 Penalty: 3019.424561
	Iteration 16Q: 3 clusters Score -1132124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1132204.625000 Penalty: 3019.424561
	Iteration 17Q: 3 clusters Score -1132205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1132299.125000 Penalty: 3019.424561
	Iteration 18Q: 3 clusters Score -1132299 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1132388.375000 Penalty: 3019.424561
	Iteration 19Q: 3 clusters Score -1132388 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1132485.625000 Penalty: 3019.424561
	Iteration 20F: 3 clusters Score -1132486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1132584.625000 Penalty: 3019.424561
	Iteration 21Q: 3 clusters Score -1132585 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1132688.875000 Penalty: 3019.424561
	Iteration 22Q: 3 clusters Score -1132689 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1132766.000000 Penalty: 3019.424561
	Iteration 23Q: 3 clusters Score -1132766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1132811.125000 Penalty: 3019.424561
	Iteration 24Q: 3 clusters Score -1132811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1132836.625000 Penalty: 3019.424561
	Iteration 25Q: 3 clusters Score -1132837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1132851.250000 Penalty: 3019.424561
	Iteration 26Q: 3 clusters Score -1132851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1132863.375000 Penalty: 3019.424561
	Iteration 27Q: 3 clusters Score -1132863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1132873.375000 Penalty: 3019.424561
	Iteration 28Q: 3 clusters Score -1132873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1132880.500000 Penalty: 3019.424561
	Iteration 29Q: 3 clusters Score -1132880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1132890.125000 Penalty: 3019.424561
	Iteration 30Q: 3 clusters Score -1132890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1132896.125000 Penalty: 3019.424561
	Iteration 31Q: 3 clusters Score -1132896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1132900.500000 Penalty: 3019.424561
	Iteration 32Q: 3 clusters Score -1132900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1132903.625000 Penalty: 3019.424561
	Iteration 33Q: 3 clusters Score -1132904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1132905.125000 Penalty: 3019.424561
	Iteration 34Q: 3 clusters Score -1132905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1132911.125000 Penalty: 3019.424561
	Iteration 35Q: 3 clusters Score -1132911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1132913.750000 Penalty: 3019.424561
	Iteration 36Q: 3 clusters Score -1132914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1132918.125000 Penalty: 3019.424561
	Iteration 37Q: 3 clusters Score -1132918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1132918.750000 Penalty: 3019.424561
	Iteration 38Q: 3 clusters Score -1132919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1132920.125000 Penalty: 3019.424561
	Iteration 39Q: 3 clusters Score -1132920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1132925.125000 Penalty: 3019.424561
	Iteration 40F: 3 clusters Score -1132925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1132924.375000 Penalty: 3019.424561
	Iteration 41Q: 3 clusters Score -1132924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1132925.750000 Penalty: 3019.424561
	Iteration 42Q: 3 clusters Score -1132926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1132926.125000 Penalty: 3019.424561
	Iteration 43Q: 3 clusters Score -1132926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1132927.750000 Penalty: 3019.424561
	Iteration 44Q: 3 clusters Score -1132928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1132926.875000 Penalty: 3019.424561
	Iteration 45Q: 3 clusters Score -1132927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1132931.625000 Penalty: 3019.424561
	Iteration 46Q: 3 clusters Score -1132932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1132932.500000 Penalty: 3019.424561
	Iteration 47Q: 3 clusters Score -1132932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1132932.250000 Penalty: 3019.424561
	Iteration 48Q: 3 clusters Score -1132932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1132932.375000 Penalty: 3019.424561
	Iteration 49Q: 3 clusters Score -1132932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1132933.625000 Penalty: 3019.424561
	Iteration 50Q: 3 clusters Score -1132934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1132933.375000 Penalty: 3019.424561
	Iteration 51Q: 3 clusters Score -1132933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1132933.750000 Penalty: 3019.424561
	Iteration 52Q: 3 clusters Score -1132934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1132933.750000 Penalty: 3019.424561
	Iteration 53F: 3 clusters Score -1132934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 4022 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 6813 members 
Entering Unmasked Estep 
Score: -154066992.000000 Penalty: 113419.390625
Splitting cluster 24 changes total score from -154067632.000000 to -154066992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -536432.687500 Penalty: 1397.838989
	Iteration 0F: 2 clusters Score -536432.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -532117.375000 Penalty: 2795.677979
	Iteration 0F: 3 clusters Score -532117.4 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -533398.125000 Penalty: 2795.677979
	Iteration 1F: 3 clusters Score -533398.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -533719.187500 Penalty: 2795.677979
	Iteration 2F: 3 clusters Score -533719.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -533990.250000 Penalty: 2795.677979
	Iteration 3F: 3 clusters Score -533990.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -534205.750000 Penalty: 2795.677979
	Iteration 4F: 3 clusters Score -534205.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -534367.750000 Penalty: 2795.677979
	Iteration 5Q: 3 clusters Score -534367.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -534488.687500 Penalty: 2795.677979
	Iteration 6Q: 3 clusters Score -534488.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -534606.750000 Penalty: 2795.677979
	Iteration 7Q: 3 clusters Score -534606.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -534695.187500 Penalty: 2795.677979
	Iteration 8Q: 3 clusters Score -534695.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -534773.312500 Penalty: 2795.677979
	Iteration 9Q: 3 clusters Score -534773.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -534852.562500 Penalty: 2795.677979
	Iteration 10Q: 3 clusters Score -534852.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -534928.625000 Penalty: 2795.677979
	Iteration 11Q: 3 clusters Score -534928.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -535004.562500 Penalty: 2795.677979
	Iteration 12Q: 3 clusters Score -535004.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -535072.062500 Penalty: 2795.677979
	Iteration 13Q: 3 clusters Score -535072.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -535138.375000 Penalty: 2795.677979
	Iteration 14Q: 3 clusters Score -535138.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -535206.187500 Penalty: 2795.677979
	Iteration 15Q: 3 clusters Score -535206.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -535265.625000 Penalty: 2795.677979
	Iteration 16Q: 3 clusters Score -535265.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -535325.375000 Penalty: 2795.677979
	Iteration 17Q: 3 clusters Score -535325.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -535361.375000 Penalty: 2795.677979
	Iteration 18Q: 3 clusters Score -535361.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -535391.812500 Penalty: 2795.677979
	Iteration 19Q: 3 clusters Score -535391.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -535426.750000 Penalty: 2795.677979
	Iteration 20F: 3 clusters Score -535426.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -535453.125000 Penalty: 2795.677979
	Iteration 21Q: 3 clusters Score -535453.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -535475.187500 Penalty: 2795.677979
	Iteration 22Q: 3 clusters Score -535475.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -535500.562500 Penalty: 2795.677979
	Iteration 23Q: 3 clusters Score -535500.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -535529.187500 Penalty: 2795.677979
	Iteration 24Q: 3 clusters Score -535529.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -535550.937500 Penalty: 2795.677979
	Iteration 25Q: 3 clusters Score -535550.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -535568.437500 Penalty: 2795.677979
	Iteration 26Q: 3 clusters Score -535568.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -535580.937500 Penalty: 2795.677979
	Iteration 27Q: 3 clusters Score -535580.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -535594.000000 Penalty: 2795.677979
	Iteration 28Q: 3 clusters Score -535594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -535601.812500 Penalty: 2795.677979
	Iteration 29Q: 3 clusters Score -535601.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -535606.187500 Penalty: 2795.677979
	Iteration 30Q: 3 clusters Score -535606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -535610.250000 Penalty: 2795.677979
	Iteration 31Q: 3 clusters Score -535610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -535612.625000 Penalty: 2795.677979
	Iteration 32Q: 3 clusters Score -535612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -535614.937500 Penalty: 2795.677979
	Iteration 33Q: 3 clusters Score -535614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -535618.625000 Penalty: 2795.677979
	Iteration 34Q: 3 clusters Score -535618.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -535623.625000 Penalty: 2795.677979
	Iteration 35Q: 3 clusters Score -535623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -535632.375000 Penalty: 2795.677979
	Iteration 36Q: 3 clusters Score -535632.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -535642.125000 Penalty: 2795.677979
	Iteration 37Q: 3 clusters Score -535642.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -535665.437500 Penalty: 2795.677979
	Iteration 38Q: 3 clusters Score -535665.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -535697.125000 Penalty: 2795.677979
	Iteration 39Q: 3 clusters Score -535697.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -535721.437500 Penalty: 2795.677979
	Iteration 40F: 3 clusters Score -535721.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -535751.875000 Penalty: 2795.677979
	Iteration 41Q: 3 clusters Score -535751.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -535784.625000 Penalty: 2795.677979
	Iteration 42Q: 3 clusters Score -535784.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -535811.687500 Penalty: 2795.677979
	Iteration 43Q: 3 clusters Score -535811.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -535831.187500 Penalty: 2795.677979
	Iteration 44Q: 3 clusters Score -535831.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -535846.250000 Penalty: 2795.677979
	Iteration 45Q: 3 clusters Score -535846.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -535860.125000 Penalty: 2795.677979
	Iteration 46Q: 3 clusters Score -535860.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -535870.187500 Penalty: 2795.677979
	Iteration 47Q: 3 clusters Score -535870.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -535875.562500 Penalty: 2795.677979
	Iteration 48Q: 3 clusters Score -535875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -535880.812500 Penalty: 2795.677979
	Iteration 49Q: 3 clusters Score -535880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -535886.437500 Penalty: 2795.677979
	Iteration 50Q: 3 clusters Score -535886.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -535892.500000 Penalty: 2795.677979
	Iteration 51Q: 3 clusters Score -535892.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -535897.062500 Penalty: 2795.677979
	Iteration 52Q: 3 clusters Score -535897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -535901.000000 Penalty: 2795.677979
	Iteration 53Q: 3 clusters Score -535901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -535904.937500 Penalty: 2795.677979
	Iteration 54Q: 3 clusters Score -535904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -535909.250000 Penalty: 2795.677979
	Iteration 55Q: 3 clusters Score -535909.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -535912.687500 Penalty: 2795.677979
	Iteration 56Q: 3 clusters Score -535912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -535913.812500 Penalty: 2795.677979
	Iteration 57Q: 3 clusters Score -535913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -535914.687500 Penalty: 2795.677979
	Iteration 58Q: 3 clusters Score -535914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -535916.187500 Penalty: 2795.677979
	Iteration 59Q: 3 clusters Score -535916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -535916.375000 Penalty: 2795.677979
	Iteration 60F: 3 clusters Score -535916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -535916.625000 Penalty: 2795.677979
	Iteration 61Q: 3 clusters Score -535916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -535916.187500 Penalty: 2795.677979
	Iteration 62Q: 3 clusters Score -535916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -535917.812500 Penalty: 2795.677979
	Iteration 63Q: 3 clusters Score -535917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -535918.062500 Penalty: 2795.677979
	Iteration 64Q: 3 clusters Score -535918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -535918.500000 Penalty: 2795.677979
	Iteration 65Q: 3 clusters Score -535918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -535918.750000 Penalty: 2795.677979
	Iteration 66Q: 3 clusters Score -535918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -535919.250000 Penalty: 2795.677979
	Iteration 67Q: 3 clusters Score -535919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -535918.812500 Penalty: 2795.677979
	Iteration 68Q: 3 clusters Score -535918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -535920.062500 Penalty: 2795.677979
	Iteration 69Q: 3 clusters Score -535920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -535919.937500 Penalty: 2795.677979
	Iteration 70Q: 3 clusters Score -535919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -535920.187500 Penalty: 2795.677979
	Iteration 71Q: 3 clusters Score -535920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -535920.437500 Penalty: 2795.677979
	Iteration 72Q: 3 clusters Score -535920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -535920.437500 Penalty: 2795.677979
	Iteration 73F: 3 clusters Score -535920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -514552.531250 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514552.5 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -515846.625000 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515846.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -516282.875000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -516282.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -516714.593750 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516714.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -517076.531250 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -517076.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -517372.125000 Penalty: 2782.952637
	Iteration 5F: 3 clusters Score -517372.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -517583.093750 Penalty: 2782.952637
	Iteration 6F: 3 clusters Score -517583.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -517717.875000 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -517717.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -517826.156250 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -517826.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -517907.593750 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -517907.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -517954.687500 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -517954.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -517974.031250 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -517987.843750 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517987.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -517999.031250 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -518004.343750 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -518004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -518007.218750 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -518007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -518009.468750 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -518009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -518010.437500 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -518010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -518010.843750 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -518010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -518010.843750 Penalty: 2782.952637
	Iteration 19F: 3 clusters Score -518010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -399877.781250 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -399877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -396500.937500 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -396500.9 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -397494.656250 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -397494.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -397766.593750 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -397766.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -397993.531250 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -397993.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -398160.718750 Penalty: 2706.903564
	Iteration 4F: 3 clusters Score -398160.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -398298.125000 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -398298.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -398387.093750 Penalty: 2706.903564
	Iteration 6Q: 3 clusters Score -398387.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -398466.562500 Penalty: 2706.903564
	Iteration 7Q: 3 clusters Score -398466.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -398520.500000 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -398520.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -398569.968750 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -398570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -398620.437500 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -398620.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -398658.937500 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -398658.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -398697.812500 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -398697.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -398735.593750 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -398735.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -398775.125000 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -398775.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -398798.000000 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -398798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -398819.781250 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -398819.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -398835.937500 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -398835.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -398848.562500 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -398848.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -398865.625000 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -398865.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -398891.343750 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -398891.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -398913.187500 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -398913.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -398930.656250 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -398930.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -398943.687500 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -398943.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -398952.843750 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -398952.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -398961.156250 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -398961.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -398966.562500 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -398966.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -398969.812500 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -398969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -398971.531250 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -398971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -398973.187500 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -398973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -398974.718750 Penalty: 2706.903564
	Iteration 30Q: 3 clusters Score -398974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -398974.250000 Penalty: 2706.903564
	Iteration 31Q: 3 clusters Score -398974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -398975.187500 Penalty: 2706.903564
	Iteration 32Q: 3 clusters Score -398975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -398975.781250 Penalty: 2706.903564
	Iteration 33Q: 3 clusters Score -398975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -398975.468750 Penalty: 2706.903564
	Iteration 34Q: 3 clusters Score -398975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -398975.437500 Penalty: 2706.903564
	Iteration 35Q: 3 clusters Score -398975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -398975.437500 Penalty: 2706.903564
	Iteration 36F: 3 clusters Score -398975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -398664.218750 Penalty: 1349.279297
	Iteration 0F: 2 clusters Score -398664.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -395274.281250 Penalty: 2698.558594
	Iteration 0F: 3 clusters Score -395274.3 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -396205.625000 Penalty: 2698.558594
	Iteration 1F: 3 clusters Score -396205.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -396432.125000 Penalty: 2698.558594
	Iteration 2F: 3 clusters Score -396432.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -396613.187500 Penalty: 2698.558594
	Iteration 3F: 3 clusters Score -396613.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -396767.437500 Penalty: 2698.558594
	Iteration 4F: 3 clusters Score -396767.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -396901.906250 Penalty: 2698.558594
	Iteration 5Q: 3 clusters Score -396901.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -397027.312500 Penalty: 2698.558594
	Iteration 6Q: 3 clusters Score -397027.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -397129.406250 Penalty: 2698.558594
	Iteration 7Q: 3 clusters Score -397129.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -397236.156250 Penalty: 2698.558594
	Iteration 8Q: 3 clusters Score -397236.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -397342.968750 Penalty: 2698.558594
	Iteration 9Q: 3 clusters Score -397343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -397410.843750 Penalty: 2698.558594
	Iteration 10Q: 3 clusters Score -397410.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -397482.218750 Penalty: 2698.558594
	Iteration 11Q: 3 clusters Score -397482.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -397552.500000 Penalty: 2698.558594
	Iteration 12Q: 3 clusters Score -397552.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -397599.000000 Penalty: 2698.558594
	Iteration 13Q: 3 clusters Score -397599 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -397642.593750 Penalty: 2698.558594
	Iteration 14Q: 3 clusters Score -397642.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -397680.312500 Penalty: 2698.558594
	Iteration 15Q: 3 clusters Score -397680.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -397716.718750 Penalty: 2698.558594
	Iteration 16Q: 3 clusters Score -397716.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -397756.812500 Penalty: 2698.558594
	Iteration 17Q: 3 clusters Score -397756.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -397802.937500 Penalty: 2698.558594
	Iteration 18Q: 3 clusters Score -397802.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -397846.593750 Penalty: 2698.558594
	Iteration 19Q: 3 clusters Score -397846.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -397885.093750 Penalty: 2698.558594
	Iteration 20F: 3 clusters Score -397885.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -397910.031250 Penalty: 2698.558594
	Iteration 21Q: 3 clusters Score -397910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -397934.093750 Penalty: 2698.558594
	Iteration 22Q: 3 clusters Score -397934.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -397966.250000 Penalty: 2698.558594
	Iteration 23Q: 3 clusters Score -397966.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -397991.093750 Penalty: 2698.558594
	Iteration 24Q: 3 clusters Score -397991.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -398013.906250 Penalty: 2698.558594
	Iteration 25Q: 3 clusters Score -398013.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -398039.500000 Penalty: 2698.558594
	Iteration 26Q: 3 clusters Score -398039.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -398066.250000 Penalty: 2698.558594
	Iteration 27Q: 3 clusters Score -398066.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -398083.312500 Penalty: 2698.558594
	Iteration 28Q: 3 clusters Score -398083.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -398094.500000 Penalty: 2698.558594
	Iteration 29Q: 3 clusters Score -398094.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -398108.125000 Penalty: 2698.558594
	Iteration 30Q: 3 clusters Score -398108.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -398114.593750 Penalty: 2698.558594
	Iteration 31Q: 3 clusters Score -398114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -398118.625000 Penalty: 2698.558594
	Iteration 32Q: 3 clusters Score -398118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -398123.093750 Penalty: 2698.558594
	Iteration 33Q: 3 clusters Score -398123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -398127.343750 Penalty: 2698.558594
	Iteration 34Q: 3 clusters Score -398127.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -398131.156250 Penalty: 2698.558594
	Iteration 35Q: 3 clusters Score -398131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -398133.437500 Penalty: 2698.558594
	Iteration 36Q: 3 clusters Score -398133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -398135.437500 Penalty: 2698.558594
	Iteration 37Q: 3 clusters Score -398135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -398137.937500 Penalty: 2698.558594
	Iteration 38Q: 3 clusters Score -398137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -398139.781250 Penalty: 2698.558594
	Iteration 39Q: 3 clusters Score -398139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -398144.312500 Penalty: 2698.558594
	Iteration 40F: 3 clusters Score -398144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -398146.843750 Penalty: 2698.558594
	Iteration 41Q: 3 clusters Score -398146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -398147.406250 Penalty: 2698.558594
	Iteration 42Q: 3 clusters Score -398147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -398149.062500 Penalty: 2698.558594
	Iteration 43Q: 3 clusters Score -398149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -398149.281250 Penalty: 2698.558594
	Iteration 44Q: 3 clusters Score -398149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -398150.000000 Penalty: 2698.558594
	Iteration 45Q: 3 clusters Score -398150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -398150.000000 Penalty: 2698.558594
	Iteration 46F: 3 clusters Score -398150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Entering Unmasked Estep 
Score: -8422945.000000 Penalty: 1835.282715
	Iteration 0F: 2 clusters Score -8422945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8369016.000000 Penalty: 3670.565430
	Iteration 0F: 3 clusters Score -8369016 nChanged 38214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -8391291.000000 Penalty: 3670.565430
	Iteration 1F: 3 clusters Score -8391291 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -8392116.000000 Penalty: 3670.565430
	Iteration 2Q: 3 clusters Score -8392116 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -8393098.000000 Penalty: 3670.565430
	Iteration 3Q: 3 clusters Score -8393098 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -8394250.000000 Penalty: 3670.565430
	Iteration 4Q: 3 clusters Score -8394250 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -8395500.000000 Penalty: 3670.565430
	Iteration 5Q: 3 clusters Score -8395500 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8396770.000000 Penalty: 3670.565430
	Iteration 6Q: 3 clusters Score -8396770 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8398055.000000 Penalty: 3670.565430
	Iteration 7Q: 3 clusters Score -8398055 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8399183.000000 Penalty: 3670.565430
	Iteration 8Q: 3 clusters Score -8399183 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8400294.000000 Penalty: 3670.565430
	Iteration 9Q: 3 clusters Score -8400294 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -8401261.000000 Penalty: 3670.565430
	Iteration 10Q: 3 clusters Score -8401261 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -8402267.000000 Penalty: 3670.565430
	Iteration 11Q: 3 clusters Score -8402267 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -8403268.000000 Penalty: 3670.565430
	Iteration 12Q: 3 clusters Score -8403268 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -8404498.000000 Penalty: 3670.565430
	Iteration 13Q: 3 clusters Score -8404498 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -8405931.000000 Penalty: 3670.565430
	Iteration 14Q: 3 clusters Score -8405931 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -8407473.000000 Penalty: 3670.565430
	Iteration 15Q: 3 clusters Score -8407473 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -8409578.000000 Penalty: 3670.565430
	Iteration 16Q: 3 clusters Score -8409578 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -8412204.000000 Penalty: 3670.565430
	Iteration 17Q: 3 clusters Score -8412204 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -8415167.000000 Penalty: 3670.565430
	Iteration 18Q: 3 clusters Score -8415167 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -8417521.000000 Penalty: 3670.565430
	Iteration 19Q: 3 clusters Score -8417521 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -8418908.000000 Penalty: 3670.565430
	Iteration 20F: 3 clusters Score -8418908 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -8419643.000000 Penalty: 3670.565430
	Iteration 21Q: 3 clusters Score -8419643 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -8420083.000000 Penalty: 3670.565430
	Iteration 22Q: 3 clusters Score -8420083 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -8420399.000000 Penalty: 3670.565430
	Iteration 23Q: 3 clusters Score -8420399 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -8420611.000000 Penalty: 3670.565430
	Iteration 24Q: 3 clusters Score -8420611 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -8420833.000000 Penalty: 3670.565430
	Iteration 25Q: 3 clusters Score -8420833 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -8421025.000000 Penalty: 3670.565430
	Iteration 26Q: 3 clusters Score -8421025 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -8421148.000000 Penalty: 3670.565430
	Iteration 27Q: 3 clusters Score -8421148 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -8421219.000000 Penalty: 3670.565430
	Iteration 28Q: 3 clusters Score -8421219 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -8421331.000000 Penalty: 3670.565430
	Iteration 29Q: 3 clusters Score -8421331 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -8421408.000000 Penalty: 3670.565430
	Iteration 30Q: 3 clusters Score -8421408 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -8421479.000000 Penalty: 3670.565430
	Iteration 31Q: 3 clusters Score -8421479 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -8421516.000000 Penalty: 3670.565430
	Iteration 32Q: 3 clusters Score -8421516 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -8421549.000000 Penalty: 3670.565430
	Iteration 33Q: 3 clusters Score -8421549 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -8421591.000000 Penalty: 3670.565430
	Iteration 34Q: 3 clusters Score -8421591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -8421601.000000 Penalty: 3670.565430
	Iteration 35Q: 3 clusters Score -8421601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -8421608.000000 Penalty: 3670.565430
	Iteration 36Q: 3 clusters Score -8421608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -8421608.000000 Penalty: 3670.565430
	Iteration 37Q: 3 clusters Score -8421608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -8421609.000000 Penalty: 3670.565430
	Iteration 38Q: 3 clusters Score -8421609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -8421621.000000 Penalty: 3670.565430
	Iteration 39Q: 3 clusters Score -8421621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -8421630.000000 Penalty: 3670.565430
	Iteration 40F: 3 clusters Score -8421630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8421644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -8421667.000000 Penalty: 3670.565430
	Iteration 42Q: 3 clusters Score -8421667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -8421664.000000 Penalty: 3670.565430
	Iteration 43Q: 3 clusters Score -8421664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -8421669.000000 Penalty: 3670.565430
	Iteration 44Q: 3 clusters Score -8421669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -8421677.000000 Penalty: 3670.565430
	Iteration 45Q: 3 clusters Score -8421677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -8421694.000000 Penalty: 3670.565430
	Iteration 46Q: 3 clusters Score -8421694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -8421697.000000 Penalty: 3670.565430
	Iteration 47Q: 3 clusters Score -8421697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -8421720.000000 Penalty: 3670.565430
	Iteration 48Q: 3 clusters Score -8421720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -8421716.000000 Penalty: 3670.565430
	Iteration 49Q: 3 clusters Score -8421716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -8421716.000000 Penalty: 3670.565430
	Iteration 50Q: 3 clusters Score -8421716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -8421723.000000 Penalty: 3670.565430
	Iteration 51Q: 3 clusters Score -8421723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -8421726.000000 Penalty: 3670.565430
	Iteration 52Q: 3 clusters Score -8421726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -8421730.000000 Penalty: 3670.565430
	Iteration 53Q: 3 clusters Score -8421730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -8421724.000000 Penalty: 3670.565430
	Iteration 54Q: 3 clusters Score -8421724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -8421713.000000 Penalty: 3670.565430
	Iteration 55Q: 3 clusters Score -8421713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -8421706.000000 Penalty: 3670.565430
	Iteration 56Q: 3 clusters Score -8421706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -8421713.000000 Penalty: 3670.565430
	Iteration 57Q: 3 clusters Score -8421713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -8421711.000000 Penalty: 3670.565430
	Iteration 58Q: 3 clusters Score -8421711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -8421712.000000 Penalty: 3670.565430
	Iteration 59Q: 3 clusters Score -8421712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -8421722.000000 Penalty: 3670.565430
	Iteration 60F: 3 clusters Score -8421722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -8421723.000000 Penalty: 3670.565430
	Iteration 61Q: 3 clusters Score -8421723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -8421725.000000 Penalty: 3670.565430
	Iteration 62Q: 3 clusters Score -8421725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -8421727.000000 Penalty: 3670.565430
	Iteration 63Q: 3 clusters Score -8421727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -8421720.000000 Penalty: 3670.565430
	Iteration 64Q: 3 clusters Score -8421720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -8421726.000000 Penalty: 3670.565430
	Iteration 65Q: 3 clusters Score -8421726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -8421720.000000 Penalty: 3670.565430
	Iteration 66Q: 3 clusters Score -8421720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -8421728.000000 Penalty: 3670.565430
	Iteration 67Q: 3 clusters Score -8421728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -8421716.000000 Penalty: 3670.565430
	Iteration 68Q: 3 clusters Score -8421716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -8421732.000000 Penalty: 3670.565430
	Iteration 69Q: 3 clusters Score -8421732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -8421737.000000 Penalty: 3670.565430
	Iteration 70Q: 3 clusters Score -8421737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -8421727.000000 Penalty: 3670.565430
	Iteration 71Q: 3 clusters Score -8421727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -8421723.000000 Penalty: 3670.565430
	Iteration 72Q: 3 clusters Score -8421723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -8421733.000000 Penalty: 3670.565430
	Iteration 73Q: 3 clusters Score -8421733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -8421743.000000 Penalty: 3670.565430
	Iteration 74Q: 3 clusters Score -8421743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -8421748.000000 Penalty: 3670.565430
	Iteration 75Q: 3 clusters Score -8421748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -8421751.000000 Penalty: 3670.565430
	Iteration 76Q: 3 clusters Score -8421751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -8421760.000000 Penalty: 3670.565430
	Iteration 77Q: 3 clusters Score -8421760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -8421766.000000 Penalty: 3670.565430
	Iteration 78Q: 3 clusters Score -8421766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -8421765.000000 Penalty: 3670.565430
	Iteration 79Q: 3 clusters Score -8421765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -8421764.000000 Penalty: 3670.565430
	Iteration 80F: 3 clusters Score -8421764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -8421754.000000 Penalty: 3670.565430
	Iteration 81Q: 3 clusters Score -8421754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -8421748.000000 Penalty: 3670.565430
	Iteration 82Q: 3 clusters Score -8421748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -8421744.000000 Penalty: 3670.565430
	Iteration 83Q: 3 clusters Score -8421744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -8421741.000000 Penalty: 3670.565430
	Iteration 84Q: 3 clusters Score -8421741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -8421743.000000 Penalty: 3670.565430
	Iteration 85Q: 3 clusters Score -8421743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -8421743.000000 Penalty: 3670.565430
	Iteration 86Q: 3 clusters Score -8421743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -8421743.000000 Penalty: 3670.565430
	Iteration 87Q: 3 clusters Score -8421743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -8421747.000000 Penalty: 3670.565430
	Iteration 88Q: 3 clusters Score -8421747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -8421752.000000 Penalty: 3670.565430
	Iteration 89Q: 3 clusters Score -8421752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -8421754.000000 Penalty: 3670.565430
	Iteration 90Q: 3 clusters Score -8421754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -8421765.000000 Penalty: 3670.565430
	Iteration 91Q: 3 clusters Score -8421765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -8421758.000000 Penalty: 3670.565430
	Iteration 92Q: 3 clusters Score -8421758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -8421749.000000 Penalty: 3670.565430
	Iteration 93Q: 3 clusters Score -8421749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -8421757.000000 Penalty: 3670.565430
	Iteration 94Q: 3 clusters Score -8421757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -8421751.000000 Penalty: 3670.565430
	Iteration 95Q: 3 clusters Score -8421751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -8421749.000000 Penalty: 3670.565430
	Iteration 96Q: 3 clusters Score -8421749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -8421750.000000 Penalty: 3670.565430
	Iteration 97Q: 3 clusters Score -8421750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -8421752.000000 Penalty: 3670.565430
	Iteration 98Q: 3 clusters Score -8421752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -8421754.000000 Penalty: 3670.565430
	Iteration 99Q: 3 clusters Score -8421754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -8421747.000000 Penalty: 3670.565430
	Iteration 100F: 3 clusters Score -8421747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -8421754.000000 Penalty: 3670.565430
	Iteration 101Q: 3 clusters Score -8421754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -8421758.000000 Penalty: 3670.565430
	Iteration 102Q: 3 clusters Score -8421758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -8421758.000000 Penalty: 3670.565430
	Iteration 103Q: 3 clusters Score -8421758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -8421752.000000 Penalty: 3670.565430
	Iteration 104Q: 3 clusters Score -8421752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -8421752.000000 Penalty: 3670.565430
	Iteration 105Q: 3 clusters Score -8421752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -8421751.000000 Penalty: 3670.565430
	Iteration 106Q: 3 clusters Score -8421751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -8421757.000000 Penalty: 3670.565430
	Iteration 107Q: 3 clusters Score -8421757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -8421751.000000 Penalty: 3670.565430
	Iteration 108Q: 3 clusters Score -8421751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -8421756.000000 Penalty: 3670.565430
	Iteration 109Q: 3 clusters Score -8421756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -8421750.000000 Penalty: 3670.565430
	Iteration 110Q: 3 clusters Score -8421750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -8421753.000000 Penalty: 3670.565430
	Iteration 111Q: 3 clusters Score -8421753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -8421760.000000 Penalty: 3670.565430
	Iteration 112Q: 3 clusters Score -8421760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -8421757.000000 Penalty: 3670.565430
	Iteration 113Q: 3 clusters Score -8421757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -8421771.000000 Penalty: 3670.565430
	Iteration 114Q: 3 clusters Score -8421771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -8421781.000000 Penalty: 3670.565430
	Iteration 115Q: 3 clusters Score -8421781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -8421788.000000 Penalty: 3670.565430
	Iteration 116Q: 3 clusters Score -8421788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -8421788.000000 Penalty: 3670.565430
	Iteration 117Q: 3 clusters Score -8421788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -8421789.000000 Penalty: 3670.565430
	Iteration 118Q: 3 clusters Score -8421789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -8421801.000000 Penalty: 3670.565430
	Iteration 119Q: 3 clusters Score -8421801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -8421792.000000 Penalty: 3670.565430
	Iteration 120F: 3 clusters Score -8421792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -8421797.000000 Penalty: 3670.565430
	Iteration 121Q: 3 clusters Score -8421797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -8421790.000000 Penalty: 3670.565430
	Iteration 122Q: 3 clusters Score -8421790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -8421784.000000 Penalty: 3670.565430
	Iteration 123Q: 3 clusters Score -8421784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -8421786.000000 Penalty: 3670.565430
	Iteration 124Q: 3 clusters Score -8421786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -8421791.000000 Penalty: 3670.565430
	Iteration 125Q: 3 clusters Score -8421791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -8421790.000000 Penalty: 3670.565430
	Iteration 126Q: 3 clusters Score -8421790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -8421806.000000 Penalty: 3670.565430
	Iteration 127Q: 3 clusters Score -8421806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8421806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -8421811.000000 Penalty: 3670.565430
	Iteration 129Q: 3 clusters Score -8421811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -8421805.000000 Penalty: 3670.565430
	Iteration 130Q: 3 clusters Score -8421805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8421805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8421805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -8421808.000000 Penalty: 3670.565430
	Iteration 133Q: 3 clusters Score -8421808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -8421817.000000 Penalty: 3670.565430
	Iteration 134Q: 3 clusters Score -8421817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -8421823.000000 Penalty: 3670.565430
	Iteration 135Q: 3 clusters Score -8421823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -8421821.000000 Penalty: 3670.565430
	Iteration 136Q: 3 clusters Score -8421821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -8421820.000000 Penalty: 3670.565430
	Iteration 137Q: 3 clusters Score -8421820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -8421822.000000 Penalty: 3670.565430
	Iteration 138Q: 3 clusters Score -8421822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -8421819.000000 Penalty: 3670.565430
	Iteration 139Q: 3 clusters Score -8421819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -8421828.000000 Penalty: 3670.565430
	Iteration 140F: 3 clusters Score -8421828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -8421828.000000 Penalty: 3670.565430
	Iteration 141Q: 3 clusters Score -8421828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -8421827.000000 Penalty: 3670.565430
	Iteration 142Q: 3 clusters Score -8421827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -8421827.000000 Penalty: 3670.565430
	Iteration 143Q: 3 clusters Score -8421827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -8421834.000000 Penalty: 3670.565430
	Iteration 144Q: 3 clusters Score -8421834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -8421823.000000 Penalty: 3670.565430
	Iteration 145Q: 3 clusters Score -8421823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -8421832.000000 Penalty: 3670.565430
	Iteration 146Q: 3 clusters Score -8421832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -8421836.000000 Penalty: 3670.565430
	Iteration 147Q: 3 clusters Score -8421836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -8421827.000000 Penalty: 3670.565430
	Iteration 148Q: 3 clusters Score -8421827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -8421828.000000 Penalty: 3670.565430
	Iteration 149Q: 3 clusters Score -8421828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -8421829.000000 Penalty: 3670.565430
	Iteration 150Q: 3 clusters Score -8421829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -8421831.000000 Penalty: 3670.565430
	Iteration 151Q: 3 clusters Score -8421831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -8421839.000000 Penalty: 3670.565430
	Iteration 152Q: 3 clusters Score -8421839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -8421832.000000 Penalty: 3670.565430
	Iteration 153Q: 3 clusters Score -8421832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -8421835.000000 Penalty: 3670.565430
	Iteration 154Q: 3 clusters Score -8421835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -8421835.000000 Penalty: 3670.565430
	Iteration 155Q: 3 clusters Score -8421835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -8421835.000000 Penalty: 3670.565430
	Iteration 156Q: 3 clusters Score -8421835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -8421839.000000 Penalty: 3670.565430
	Iteration 157Q: 3 clusters Score -8421839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -8421835.000000 Penalty: 3670.565430
	Iteration 158Q: 3 clusters Score -8421835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -8421845.000000 Penalty: 3670.565430
	Iteration 159Q: 3 clusters Score -8421845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -8421844.000000 Penalty: 3670.565430
	Iteration 160F: 3 clusters Score -8421844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -8421841.000000 Penalty: 3670.565430
	Iteration 161Q: 3 clusters Score -8421841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -8421843.000000 Penalty: 3670.565430
	Iteration 162Q: 3 clusters Score -8421843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -8421843.000000 Penalty: 3670.565430
	Iteration 163Q: 3 clusters Score -8421843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -8421843.000000 Penalty: 3670.565430
	Iteration 164Q: 3 clusters Score -8421843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -8421841.000000 Penalty: 3670.565430
	Iteration 165Q: 3 clusters Score -8421841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -8421839.000000 Penalty: 3670.565430
	Iteration 166Q: 3 clusters Score -8421839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -8421839.000000 Penalty: 3670.565430
	Iteration 167F: 3 clusters Score -8421839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -550867.500000 Penalty: 1400.562622
	Iteration 0F: 2 clusters Score -550867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -546577.250000 Penalty: 2801.125244
	Iteration 0F: 3 clusters Score -546577.2 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -548020.375000 Penalty: 2801.125244
	Iteration 1F: 3 clusters Score -548020.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -548349.875000 Penalty: 2801.125244
	Iteration 2F: 3 clusters Score -548349.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -548644.687500 Penalty: 2801.125244
	Iteration 3F: 3 clusters Score -548644.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -548894.062500 Penalty: 2801.125244
	Iteration 4F: 3 clusters Score -548894.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -549084.750000 Penalty: 2801.125244
	Iteration 5F: 3 clusters Score -549084.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -549224.437500 Penalty: 2801.125244
	Iteration 6Q: 3 clusters Score -549224.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -549323.125000 Penalty: 2801.125244
	Iteration 7Q: 3 clusters Score -549323.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -549408.875000 Penalty: 2801.125244
	Iteration 8Q: 3 clusters Score -549408.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -549461.000000 Penalty: 2801.125244
	Iteration 9Q: 3 clusters Score -549461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -549512.000000 Penalty: 2801.125244
	Iteration 10Q: 3 clusters Score -549512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -549557.125000 Penalty: 2801.125244
	Iteration 11Q: 3 clusters Score -549557.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -549589.187500 Penalty: 2801.125244
	Iteration 12Q: 3 clusters Score -549589.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -549615.125000 Penalty: 2801.125244
	Iteration 13Q: 3 clusters Score -549615.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -549644.312500 Penalty: 2801.125244
	Iteration 14Q: 3 clusters Score -549644.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -549675.812500 Penalty: 2801.125244
	Iteration 15Q: 3 clusters Score -549675.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -549704.062500 Penalty: 2801.125244
	Iteration 16Q: 3 clusters Score -549704.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -549741.750000 Penalty: 2801.125244
	Iteration 17Q: 3 clusters Score -549741.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -549779.375000 Penalty: 2801.125244
	Iteration 18Q: 3 clusters Score -549779.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -549823.125000 Penalty: 2801.125244
	Iteration 19Q: 3 clusters Score -549823.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -549873.187500 Penalty: 2801.125244
	Iteration 20F: 3 clusters Score -549873.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -549919.937500 Penalty: 2801.125244
	Iteration 21Q: 3 clusters Score -549919.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -549980.125000 Penalty: 2801.125244
	Iteration 22Q: 3 clusters Score -549980.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -550046.750000 Penalty: 2801.125244
	Iteration 23Q: 3 clusters Score -550046.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -550118.250000 Penalty: 2801.125244
	Iteration 24Q: 3 clusters Score -550118.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -550183.500000 Penalty: 2801.125244
	Iteration 25Q: 3 clusters Score -550183.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -550246.312500 Penalty: 2801.125244
	Iteration 26Q: 3 clusters Score -550246.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -550328.687500 Penalty: 2801.125244
	Iteration 27Q: 3 clusters Score -550328.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -550396.875000 Penalty: 2801.125244
	Iteration 28Q: 3 clusters Score -550396.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -550439.625000 Penalty: 2801.125244
	Iteration 29Q: 3 clusters Score -550439.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -550466.125000 Penalty: 2801.125244
	Iteration 30Q: 3 clusters Score -550466.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -550491.125000 Penalty: 2801.125244
	Iteration 31Q: 3 clusters Score -550491.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -550510.437500 Penalty: 2801.125244
	Iteration 32Q: 3 clusters Score -550510.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -550537.312500 Penalty: 2801.125244
	Iteration 33Q: 3 clusters Score -550537.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -550579.250000 Penalty: 2801.125244
	Iteration 34Q: 3 clusters Score -550579.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -550632.562500 Penalty: 2801.125244
	Iteration 35Q: 3 clusters Score -550632.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -550674.437500 Penalty: 2801.125244
	Iteration 36Q: 3 clusters Score -550674.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -550697.500000 Penalty: 2801.125244
	Iteration 37Q: 3 clusters Score -550697.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -550715.562500 Penalty: 2801.125244
	Iteration 38Q: 3 clusters Score -550715.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -550726.250000 Penalty: 2801.125244
	Iteration 39Q: 3 clusters Score -550726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -550747.500000 Penalty: 2801.125244
	Iteration 40F: 3 clusters Score -550747.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -550761.937500 Penalty: 2801.125244
	Iteration 41Q: 3 clusters Score -550761.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -550778.437500 Penalty: 2801.125244
	Iteration 42Q: 3 clusters Score -550778.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -550802.562500 Penalty: 2801.125244
	Iteration 43Q: 3 clusters Score -550802.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -550840.625000 Penalty: 2801.125244
	Iteration 44Q: 3 clusters Score -550840.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -550879.750000 Penalty: 2801.125244
	Iteration 45Q: 3 clusters Score -550879.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -550902.437500 Penalty: 2801.125244
	Iteration 46Q: 3 clusters Score -550902.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -550915.312500 Penalty: 2801.125244
	Iteration 47Q: 3 clusters Score -550915.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -550923.437500 Penalty: 2801.125244
	Iteration 48Q: 3 clusters Score -550923.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -550929.000000 Penalty: 2801.125244
	Iteration 49Q: 3 clusters Score -550929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -550934.625000 Penalty: 2801.125244
	Iteration 50Q: 3 clusters Score -550934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -550936.375000 Penalty: 2801.125244
	Iteration 51Q: 3 clusters Score -550936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -550938.750000 Penalty: 2801.125244
	Iteration 52Q: 3 clusters Score -550938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -550940.750000 Penalty: 2801.125244
	Iteration 53Q: 3 clusters Score -550940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -550940.625000 Penalty: 2801.125244
	Iteration 54Q: 3 clusters Score -550940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -550940.625000 Penalty: 2801.125244
	Iteration 55Q: 3 clusters Score -550940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -550940.187500 Penalty: 2801.125244
	Iteration 56Q: 3 clusters Score -550940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -550940.562500 Penalty: 2801.125244
	Iteration 57Q: 3 clusters Score -550940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -550940.562500 Penalty: 2801.125244
	Iteration 58F: 3 clusters Score -550940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 1710 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 3825 members 
Entering Unmasked Estep 
Score: -154066592.000000 Penalty: 113419.390625
Splitting cluster 30 changes total score from -154067632.000000 to -154066592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (96301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Entering Unmasked Estep 
Score: -10088892.000000 Penalty: 1864.725586
	Iteration 0F: 2 clusters Score -1.008889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -10024929.000000 Penalty: 3729.451172
	Iteration 0F: 3 clusters Score -1.002493e+07 nChanged 45968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -10052150.000000 Penalty: 3729.451172
	Iteration 1F: 3 clusters Score -1.005215e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -10053675.000000 Penalty: 3729.451172
	Iteration 2Q: 3 clusters Score -1.005368e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10056221.000000 Penalty: 3729.451172
	Iteration 3F: 3 clusters Score -1.005622e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -10060445.000000 Penalty: 3729.451172
	Iteration 4F: 3 clusters Score -1.006044e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -10066995.000000 Penalty: 3729.451172
	Iteration 5F: 3 clusters Score -1.0067e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -10074917.000000 Penalty: 3729.451172
	Iteration 6F: 3 clusters Score -1.007492e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -10081490.000000 Penalty: 3729.451172
	Iteration 7F: 3 clusters Score -1.008149e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10084957.000000 Penalty: 3729.451172
	Iteration 8Q: 3 clusters Score -1.008496e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10086345.000000 Penalty: 3729.451172
	Iteration 9Q: 3 clusters Score -1.008634e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10086832.000000 Penalty: 3729.451172
	Iteration 10Q: 3 clusters Score -1.008683e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10087032.000000 Penalty: 3729.451172
	Iteration 11Q: 3 clusters Score -1.008703e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96047 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10087109.000000 Penalty: 3729.451172
	Iteration 12Q: 3 clusters Score -1.008711e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10087167.000000 Penalty: 3729.451172
	Iteration 13Q: 3 clusters Score -1.008717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10087185.000000 Penalty: 3729.451172
	Iteration 14Q: 3 clusters Score -1.008718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10087200.000000 Penalty: 3729.451172
	Iteration 15Q: 3 clusters Score -1.00872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10087221.000000 Penalty: 3729.451172
	Iteration 16Q: 3 clusters Score -1.008722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10087230.000000 Penalty: 3729.451172
	Iteration 17Q: 3 clusters Score -1.008723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10087232.000000 Penalty: 3729.451172
	Iteration 18Q: 3 clusters Score -1.008723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10087240.000000 Penalty: 3729.451172
	Iteration 19Q: 3 clusters Score -1.008724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10087254.000000 Penalty: 3729.451172
	Iteration 20F: 3 clusters Score -1.008725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10087258.000000 Penalty: 3729.451172
	Iteration 21Q: 3 clusters Score -1.008726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10087267.000000 Penalty: 3729.451172
	Iteration 22Q: 3 clusters Score -1.008727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10087277.000000 Penalty: 3729.451172
	Iteration 23Q: 3 clusters Score -1.008728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10087279.000000 Penalty: 3729.451172
	Iteration 24Q: 3 clusters Score -1.008728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10087291.000000 Penalty: 3729.451172
	Iteration 25Q: 3 clusters Score -1.008729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10087296.000000 Penalty: 3729.451172
	Iteration 26Q: 3 clusters Score -1.00873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10087302.000000 Penalty: 3729.451172
	Iteration 27Q: 3 clusters Score -1.00873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10087295.000000 Penalty: 3729.451172
	Iteration 28Q: 3 clusters Score -1.00873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10087295.000000 Penalty: 3729.451172
	Iteration 29F: 3 clusters Score -1.00873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -302959.406250 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302959.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303879.468750 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -303879.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -304384.750000 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -304384.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -304711.375000 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -304711.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -304963.562500 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -304963.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -305256.125000 Penalty: 2610.728027
	Iteration 5F: 3 clusters Score -305256.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -305507.968750 Penalty: 2610.728027
	Iteration 6F: 3 clusters Score -305508 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -305707.437500 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305707.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -305823.937500 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305823.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -305908.218750 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -305908.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -305973.718750 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -305973.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -306036.281250 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -306036.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -306126.187500 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -306126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -306169.718750 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -306169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -306187.187500 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -306187.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -306196.687500 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -306196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -306201.062500 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -306201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -306201.937500 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -306201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -306201.937500 Penalty: 2610.728027
	Iteration 18F: 3 clusters Score -306201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 498 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 2583 members 
Entering Unmasked Estep 
Score: -154066928.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067632.000000 to -154066928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -258578.125000 Penalty: 1291.325317
	Iteration 0F: 2 clusters Score -258578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -256060.562500 Penalty: 2582.650635
	Iteration 0F: 3 clusters Score -256060.6 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -256782.359375 Penalty: 2582.650635
	Iteration 1F: 3 clusters Score -256782.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -257026.328125 Penalty: 2582.650635
	Iteration 2F: 3 clusters Score -257026.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -257202.187500 Penalty: 2582.650635
	Iteration 3F: 3 clusters Score -257202.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -257297.718750 Penalty: 2582.650635
	Iteration 4F: 3 clusters Score -257297.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -257355.484375 Penalty: 2582.650635
	Iteration 5Q: 3 clusters Score -257355.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -257404.687500 Penalty: 2582.650635
	Iteration 6Q: 3 clusters Score -257404.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -257459.250000 Penalty: 2582.650635
	Iteration 7Q: 3 clusters Score -257459.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -257503.093750 Penalty: 2582.650635
	Iteration 8Q: 3 clusters Score -257503.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -257525.375000 Penalty: 2582.650635
	Iteration 9Q: 3 clusters Score -257525.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -257540.390625 Penalty: 2582.650635
	Iteration 10Q: 3 clusters Score -257540.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -257559.859375 Penalty: 2582.650635
	Iteration 11Q: 3 clusters Score -257559.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -257578.093750 Penalty: 2582.650635
	Iteration 12Q: 3 clusters Score -257578.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -257606.562500 Penalty: 2582.650635
	Iteration 13Q: 3 clusters Score -257606.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -257639.093750 Penalty: 2582.650635
	Iteration 14Q: 3 clusters Score -257639.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -257673.000000 Penalty: 2582.650635
	Iteration 15Q: 3 clusters Score -257673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -257699.687500 Penalty: 2582.650635
	Iteration 16Q: 3 clusters Score -257699.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -257734.968750 Penalty: 2582.650635
	Iteration 17Q: 3 clusters Score -257735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -257775.312500 Penalty: 2582.650635
	Iteration 18Q: 3 clusters Score -257775.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -257813.312500 Penalty: 2582.650635
	Iteration 19Q: 3 clusters Score -257813.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -257861.906250 Penalty: 2582.650635
	Iteration 20F: 3 clusters Score -257861.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -257906.281250 Penalty: 2582.650635
	Iteration 21Q: 3 clusters Score -257906.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -257935.984375 Penalty: 2582.650635
	Iteration 22Q: 3 clusters Score -257936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -257976.953125 Penalty: 2582.650635
	Iteration 23Q: 3 clusters Score -257977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -258042.343750 Penalty: 2582.650635
	Iteration 24Q: 3 clusters Score -258042.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -258102.046875 Penalty: 2582.650635
	Iteration 25Q: 3 clusters Score -258102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -258155.187500 Penalty: 2582.650635
	Iteration 26Q: 3 clusters Score -258155.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -258203.625000 Penalty: 2582.650635
	Iteration 27Q: 3 clusters Score -258203.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -258244.078125 Penalty: 2582.650635
	Iteration 28Q: 3 clusters Score -258244.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -258277.187500 Penalty: 2582.650635
	Iteration 29Q: 3 clusters Score -258277.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -258299.328125 Penalty: 2582.650635
	Iteration 30Q: 3 clusters Score -258299.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -258319.062500 Penalty: 2582.650635
	Iteration 31Q: 3 clusters Score -258319.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -258329.375000 Penalty: 2582.650635
	Iteration 32Q: 3 clusters Score -258329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -258338.796875 Penalty: 2582.650635
	Iteration 33Q: 3 clusters Score -258338.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -258346.656250 Penalty: 2582.650635
	Iteration 34Q: 3 clusters Score -258346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -258349.937500 Penalty: 2582.650635
	Iteration 35Q: 3 clusters Score -258349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -258353.500000 Penalty: 2582.650635
	Iteration 36Q: 3 clusters Score -258353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -258356.906250 Penalty: 2582.650635
	Iteration 37Q: 3 clusters Score -258356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -258358.390625 Penalty: 2582.650635
	Iteration 38Q: 3 clusters Score -258358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -258358.750000 Penalty: 2582.650635
	Iteration 39Q: 3 clusters Score -258358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -258360.390625 Penalty: 2582.650635
	Iteration 40F: 3 clusters Score -258360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -167969.921875 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -167969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165968.734375 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -165968.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166667.953125 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -166668 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -166852.921875 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -166852.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166961.437500 Penalty: 2469.805420
	Iteration 3F: 3 clusters Score -166961.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -167017.921875 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -167017.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -167052.328125 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -167052.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -167080.953125 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -167081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -167099.625000 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -167099.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -167113.984375 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -167114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -167130.984375 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -167131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -167143.640625 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -167143.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -167151.140625 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -167151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -167155.125000 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -167155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167158.109375 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -167158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167159.531250 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -167159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167160.843750 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -167160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167161.250000 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -167161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -167161.718750 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -167161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167162.015625 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -167162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167162.015625 Penalty: 2469.805420
	Iteration 19F: 3 clusters Score -167162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Entering Unmasked Estep 
Score: -734598.875000 Penalty: 1450.386353
	Iteration 0F: 2 clusters Score -734598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -728974.875000 Penalty: 2900.772705
	Iteration 0F: 3 clusters Score -728974.9 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -730798.062500 Penalty: 2900.772705
	Iteration 1F: 3 clusters Score -730798.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -731044.875000 Penalty: 2900.772705
	Iteration 2F: 3 clusters Score -731044.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -731247.187500 Penalty: 2900.772705
	Iteration 3F: 3 clusters Score -731247.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -731420.312500 Penalty: 2900.772705
	Iteration 4Q: 3 clusters Score -731420.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -731531.437500 Penalty: 2900.772705
	Iteration 5Q: 3 clusters Score -731531.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -731635.062500 Penalty: 2900.772705
	Iteration 6Q: 3 clusters Score -731635.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -731744.750000 Penalty: 2900.772705
	Iteration 7Q: 3 clusters Score -731744.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -731882.375000 Penalty: 2900.772705
	Iteration 8Q: 3 clusters Score -731882.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -732046.625000 Penalty: 2900.772705
	Iteration 9Q: 3 clusters Score -732046.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -732239.062500 Penalty: 2900.772705
	Iteration 10Q: 3 clusters Score -732239.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -732420.562500 Penalty: 2900.772705
	Iteration 11Q: 3 clusters Score -732420.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -732590.125000 Penalty: 2900.772705
	Iteration 12Q: 3 clusters Score -732590.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -732733.312500 Penalty: 2900.772705
	Iteration 13Q: 3 clusters Score -732733.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -732841.875000 Penalty: 2900.772705
	Iteration 14Q: 3 clusters Score -732841.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -732941.500000 Penalty: 2900.772705
	Iteration 15Q: 3 clusters Score -732941.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -733030.437500 Penalty: 2900.772705
	Iteration 16Q: 3 clusters Score -733030.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -733117.562500 Penalty: 2900.772705
	Iteration 17Q: 3 clusters Score -733117.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -733191.812500 Penalty: 2900.772705
	Iteration 18Q: 3 clusters Score -733191.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -733244.437500 Penalty: 2900.772705
	Iteration 19Q: 3 clusters Score -733244.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -733288.625000 Penalty: 2900.772705
	Iteration 20F: 3 clusters Score -733288.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -733342.875000 Penalty: 2900.772705
	Iteration 21Q: 3 clusters Score -733342.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -733378.937500 Penalty: 2900.772705
	Iteration 22Q: 3 clusters Score -733378.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -733398.937500 Penalty: 2900.772705
	Iteration 23Q: 3 clusters Score -733398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -733415.187500 Penalty: 2900.772705
	Iteration 24Q: 3 clusters Score -733415.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -733434.187500 Penalty: 2900.772705
	Iteration 25Q: 3 clusters Score -733434.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -733447.750000 Penalty: 2900.772705
	Iteration 26Q: 3 clusters Score -733447.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -733460.500000 Penalty: 2900.772705
	Iteration 27Q: 3 clusters Score -733460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -733470.750000 Penalty: 2900.772705
	Iteration 28Q: 3 clusters Score -733470.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -733481.062500 Penalty: 2900.772705
	Iteration 29Q: 3 clusters Score -733481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -733489.812500 Penalty: 2900.772705
	Iteration 30Q: 3 clusters Score -733489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -733496.375000 Penalty: 2900.772705
	Iteration 31Q: 3 clusters Score -733496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -733500.000000 Penalty: 2900.772705
	Iteration 32Q: 3 clusters Score -733500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -733503.437500 Penalty: 2900.772705
	Iteration 33Q: 3 clusters Score -733503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -733504.375000 Penalty: 2900.772705
	Iteration 34Q: 3 clusters Score -733504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -733506.500000 Penalty: 2900.772705
	Iteration 35Q: 3 clusters Score -733506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -733508.437500 Penalty: 2900.772705
	Iteration 36Q: 3 clusters Score -733508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -733508.437500 Penalty: 2900.772705
	Iteration 37F: 3 clusters Score -733508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -416517.343750 Penalty: 1371.375122
	Iteration 0F: 2 clusters Score -416517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -412880.375000 Penalty: 2742.750244
	Iteration 0F: 3 clusters Score -412880.4 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -414756.000000 Penalty: 2742.750244
	Iteration 1F: 3 clusters Score -414756 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -415628.843750 Penalty: 2742.750244
	Iteration 2F: 3 clusters Score -415628.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -416200.187500 Penalty: 2742.750244
	Iteration 3F: 3 clusters Score -416200.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -416516.968750 Penalty: 2742.750244
	Iteration 4F: 3 clusters Score -416517 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -416678.187500 Penalty: 2742.750244
	Iteration 5Q: 3 clusters Score -416678.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -416759.343750 Penalty: 2742.750244
	Iteration 6Q: 3 clusters Score -416759.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -416805.781250 Penalty: 2742.750244
	Iteration 7Q: 3 clusters Score -416805.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -416844.031250 Penalty: 2742.750244
	Iteration 8Q: 3 clusters Score -416844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -416867.093750 Penalty: 2742.750244
	Iteration 9Q: 3 clusters Score -416867.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -416880.593750 Penalty: 2742.750244
	Iteration 10Q: 3 clusters Score -416880.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -416891.375000 Penalty: 2742.750244
	Iteration 11Q: 3 clusters Score -416891.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -416900.843750 Penalty: 2742.750244
	Iteration 12Q: 3 clusters Score -416900.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -416908.562500 Penalty: 2742.750244
	Iteration 13Q: 3 clusters Score -416908.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -416912.125000 Penalty: 2742.750244
	Iteration 14Q: 3 clusters Score -416912.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -416914.750000 Penalty: 2742.750244
	Iteration 15Q: 3 clusters Score -416914.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -416917.843750 Penalty: 2742.750244
	Iteration 16Q: 3 clusters Score -416917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -416920.562500 Penalty: 2742.750244
	Iteration 17Q: 3 clusters Score -416920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -416924.062500 Penalty: 2742.750244
	Iteration 18Q: 3 clusters Score -416924.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -416927.906250 Penalty: 2742.750244
	Iteration 19Q: 3 clusters Score -416927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -416929.281250 Penalty: 2742.750244
	Iteration 20F: 3 clusters Score -416929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -416929.656250 Penalty: 2742.750244
	Iteration 21Q: 3 clusters Score -416929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -416929.906250 Penalty: 2742.750244
	Iteration 22Q: 3 clusters Score -416929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -416929.906250 Penalty: 2742.750244
	Iteration 23F: 3 clusters Score -416929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 2679 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 1946 members 
Entering Unmasked Estep 
Score: -154066896.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067632.000000 to -154066896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168799 members 
Entering Unmasked Estep 
Score: -17721912.000000 Penalty: 1955.925415
	Iteration 0F: 2 clusters Score -1.772191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -17623826.000000 Penalty: 3911.850830
	Iteration 0F: 3 clusters Score -1.762383e+07 nChanged 81658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -17672474.000000 Penalty: 3911.850830
	Iteration 1F: 3 clusters Score -1.767247e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -17674072.000000 Penalty: 3911.850830
	Iteration 2Q: 3 clusters Score -1.767407e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -17676398.000000 Penalty: 3911.850830
	Iteration 3Q: 3 clusters Score -1.76764e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -17680356.000000 Penalty: 3911.850830
	Iteration 4Q: 3 clusters Score -1.768036e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -17686270.000000 Penalty: 3911.850830
	Iteration 5F: 3 clusters Score -1.768627e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -17693898.000000 Penalty: 3911.850830
	Iteration 6F: 3 clusters Score -1.76939e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -17701686.000000 Penalty: 3911.850830
	Iteration 7F: 3 clusters Score -1.770169e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
Score: -17708140.000000 Penalty: 3911.850830
	Iteration 8F: 3 clusters Score -1.770814e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -17713084.000000 Penalty: 3911.850830
	Iteration 9Q: 3 clusters Score -1.771308e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -17716528.000000 Penalty: 3911.850830
	Iteration 10Q: 3 clusters Score -1.771653e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -17718736.000000 Penalty: 3911.850830
	Iteration 11Q: 3 clusters Score -1.771874e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 141123 members 
Entering Unmasked Estep 
Score: -17720446.000000 Penalty: 3911.850830
	Iteration 12Q: 3 clusters Score -1.772045e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -17721574.000000 Penalty: 3911.850830
	Iteration 13Q: 3 clusters Score -1.772157e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 145592 members 
Entering Unmasked Estep 
Score: -17722088.000000 Penalty: 3911.850830
	Iteration 14Q: 3 clusters Score -1.772209e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
Score: -17722402.000000 Penalty: 3911.850830
	Iteration 15Q: 3 clusters Score -1.77224e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -17722418.000000 Penalty: 3911.850830
	Iteration 16Q: 3 clusters Score -1.772242e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 149883 members 
Entering Unmasked Estep 
Score: -17722328.000000 Penalty: 3911.850830
	Iteration 17Q: 3 clusters Score -1.772233e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -17722264.000000 Penalty: 3911.850830
	Iteration 18Q: 3 clusters Score -1.772226e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -17722232.000000 Penalty: 3911.850830
	Iteration 19Q: 3 clusters Score -1.772223e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 152646 members 
Entering Unmasked Estep 
Score: -17722136.000000 Penalty: 3911.850830
	Iteration 20F: 3 clusters Score -1.772214e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -17722046.000000 Penalty: 3911.850830
	Iteration 21Q: 3 clusters Score -1.772205e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 154028 members 
Entering Unmasked Estep 
Score: -17722022.000000 Penalty: 3911.850830
	Iteration 22Q: 3 clusters Score -1.772202e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -17721908.000000 Penalty: 3911.850830
	Iteration 23Q: 3 clusters Score -1.772191e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -17721868.000000 Penalty: 3911.850830
	Iteration 24Q: 3 clusters Score -1.772187e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -17721790.000000 Penalty: 3911.850830
	Iteration 25Q: 3 clusters Score -1.772179e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 155934 members 
Entering Unmasked Estep 
Score: -17721724.000000 Penalty: 3911.850830
	Iteration 26Q: 3 clusters Score -1.772172e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -17721744.000000 Penalty: 3911.850830
	Iteration 27Q: 3 clusters Score -1.772174e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 156711 members 
Entering Unmasked Estep 
Score: -17721778.000000 Penalty: 3911.850830
	Iteration 28Q: 3 clusters Score -1.772178e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -17721720.000000 Penalty: 3911.850830
	Iteration 29Q: 3 clusters Score -1.772172e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -17721718.000000 Penalty: 3911.850830
	Iteration 30Q: 3 clusters Score -1.772172e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -17721716.000000 Penalty: 3911.850830
	Iteration 31Q: 3 clusters Score -1.772172e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -17721780.000000 Penalty: 3911.850830
	Iteration 32Q: 3 clusters Score -1.772178e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -17721778.000000 Penalty: 3911.850830
	Iteration 33Q: 3 clusters Score -1.772178e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -17721844.000000 Penalty: 3911.850830
	Iteration 34Q: 3 clusters Score -1.772184e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -17721860.000000 Penalty: 3911.850830
	Iteration 35Q: 3 clusters Score -1.772186e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -17721862.000000 Penalty: 3911.850830
	Iteration 36Q: 3 clusters Score -1.772186e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -17721884.000000 Penalty: 3911.850830
	Iteration 37Q: 3 clusters Score -1.772188e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -17721906.000000 Penalty: 3911.850830
	Iteration 38Q: 3 clusters Score -1.772191e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -17721886.000000 Penalty: 3911.850830
	Iteration 39Q: 3 clusters Score -1.772189e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -17721880.000000 Penalty: 3911.850830
	Iteration 40F: 3 clusters Score -1.772188e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -17721898.000000 Penalty: 3911.850830
	Iteration 41Q: 3 clusters Score -1.77219e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -17721956.000000 Penalty: 3911.850830
	Iteration 42Q: 3 clusters Score -1.772196e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 160760 members 
Entering Unmasked Estep 
Score: -17722006.000000 Penalty: 3911.850830
	Iteration 43Q: 3 clusters Score -1.772201e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -17722040.000000 Penalty: 3911.850830
	Iteration 44Q: 3 clusters Score -1.772204e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -17722032.000000 Penalty: 3911.850830
	Iteration 45Q: 3 clusters Score -1.772203e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -17722016.000000 Penalty: 3911.850830
	Iteration 46Q: 3 clusters Score -1.772202e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 161380 members 
Entering Unmasked Estep 
Score: -17721988.000000 Penalty: 3911.850830
	Iteration 47Q: 3 clusters Score -1.772199e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -17722004.000000 Penalty: 3911.850830
	Iteration 48Q: 3 clusters Score -1.7722e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 161656 members 
Entering Unmasked Estep 
Score: -17721962.000000 Penalty: 3911.850830
	Iteration 49Q: 3 clusters Score -1.772196e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 161793 members 
Entering Unmasked Estep 
Score: -17722004.000000 Penalty: 3911.850830
	Iteration 50Q: 3 clusters Score -1.7722e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -17722026.000000 Penalty: 3911.850830
	Iteration 51Q: 3 clusters Score -1.772203e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 162067 members 
Entering Unmasked Estep 
Score: -17721990.000000 Penalty: 3911.850830
	Iteration 52Q: 3 clusters Score -1.772199e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 162162 members 
Entering Unmasked Estep 
Score: -17721976.000000 Penalty: 3911.850830
	Iteration 53Q: 3 clusters Score -1.772198e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -17721934.000000 Penalty: 3911.850830
	Iteration 54Q: 3 clusters Score -1.772193e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 162376 members 
Entering Unmasked Estep 
Score: -17721936.000000 Penalty: 3911.850830
	Iteration 55Q: 3 clusters Score -1.772194e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 162460 members 
Entering Unmasked Estep 
Score: -17721914.000000 Penalty: 3911.850830
	Iteration 56Q: 3 clusters Score -1.772191e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 162552 members 
Entering Unmasked Estep 
Score: -17721904.000000 Penalty: 3911.850830
	Iteration 57Q: 3 clusters Score -1.77219e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 162642 members 
Entering Unmasked Estep 
Score: -17721914.000000 Penalty: 3911.850830
	Iteration 58Q: 3 clusters Score -1.772191e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -17721898.000000 Penalty: 3911.850830
	Iteration 59Q: 3 clusters Score -1.77219e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 162810 members 
Entering Unmasked Estep 
Score: -17721882.000000 Penalty: 3911.850830
	Iteration 60F: 3 clusters Score -1.772188e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -17721906.000000 Penalty: 3911.850830
	Iteration 61Q: 3 clusters Score -1.772191e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -17721890.000000 Penalty: 3911.850830
	Iteration 62Q: 3 clusters Score -1.772189e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 163036 members 
Entering Unmasked Estep 
Score: -17721886.000000 Penalty: 3911.850830
	Iteration 63Q: 3 clusters Score -1.772189e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -17721850.000000 Penalty: 3911.850830
	Iteration 64Q: 3 clusters Score -1.772185e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -17721854.000000 Penalty: 3911.850830
	Iteration 65Q: 3 clusters Score -1.772185e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -17721860.000000 Penalty: 3911.850830
	Iteration 66Q: 3 clusters Score -1.772186e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 163337 members 
Entering Unmasked Estep 
Score: -17721848.000000 Penalty: 3911.850830
	Iteration 67Q: 3 clusters Score -1.772185e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -17721838.000000 Penalty: 3911.850830
	Iteration 68Q: 3 clusters Score -1.772184e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -17721822.000000 Penalty: 3911.850830
	Iteration 69Q: 3 clusters Score -1.772182e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -17721796.000000 Penalty: 3911.850830
	Iteration 70Q: 3 clusters Score -1.77218e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 163611 members 
Entering Unmasked Estep 
Score: -17721788.000000 Penalty: 3911.850830
	Iteration 71Q: 3 clusters Score -1.772179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -17721782.000000 Penalty: 3911.850830
	Iteration 72Q: 3 clusters Score -1.772178e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -17721782.000000 Penalty: 3911.850830
	Iteration 73Q: 3 clusters Score -1.772178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -17721796.000000 Penalty: 3911.850830
	Iteration 74Q: 3 clusters Score -1.77218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -17721808.000000 Penalty: 3911.850830
	Iteration 75Q: 3 clusters Score -1.772181e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -17721804.000000 Penalty: 3911.850830
	Iteration 76Q: 3 clusters Score -1.77218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 163820 members 
Entering Unmasked Estep 
Score: -17721790.000000 Penalty: 3911.850830
	Iteration 77Q: 3 clusters Score -1.772179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 163853 members 
Entering Unmasked Estep 
Score: -17721798.000000 Penalty: 3911.850830
	Iteration 78Q: 3 clusters Score -1.77218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -17721786.000000 Penalty: 3911.850830
	Iteration 79Q: 3 clusters Score -1.772179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 163911 members 
Entering Unmasked Estep 
Score: -17721776.000000 Penalty: 3911.850830
	Iteration 80F: 3 clusters Score -1.772178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 163933 members 
Entering Unmasked Estep 
Score: -17721778.000000 Penalty: 3911.850830
	Iteration 81Q: 3 clusters Score -1.772178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -17721780.000000 Penalty: 3911.850830
	Iteration 82Q: 3 clusters Score -1.772178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 163992 members 
Entering Unmasked Estep 
Score: -17721786.000000 Penalty: 3911.850830
	Iteration 83Q: 3 clusters Score -1.772179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -17721804.000000 Penalty: 3911.850830
	Iteration 84Q: 3 clusters Score -1.77218e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -17721822.000000 Penalty: 3911.850830
	Iteration 85Q: 3 clusters Score -1.772182e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -17721814.000000 Penalty: 3911.850830
	Iteration 86Q: 3 clusters Score -1.772181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -17721786.000000 Penalty: 3911.850830
	Iteration 87Q: 3 clusters Score -1.772179e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -17721796.000000 Penalty: 3911.850830
	Iteration 88Q: 3 clusters Score -1.77218e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -17721814.000000 Penalty: 3911.850830
	Iteration 89Q: 3 clusters Score -1.772181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -17721782.000000 Penalty: 3911.850830
	Iteration 90Q: 3 clusters Score -1.772178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -17721782.000000 Penalty: 3911.850830
	Iteration 91Q: 3 clusters Score -1.772178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -17721746.000000 Penalty: 3911.850830
	Iteration 92Q: 3 clusters Score -1.772175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 164369 members 
Entering Unmasked Estep 
Score: -17721748.000000 Penalty: 3911.850830
	Iteration 93Q: 3 clusters Score -1.772175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -17721756.000000 Penalty: 3911.850830
	Iteration 94Q: 3 clusters Score -1.772176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -17721740.000000 Penalty: 3911.850830
	Iteration 95Q: 3 clusters Score -1.772174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 164425 members 
Entering Unmasked Estep 
Score: -17721744.000000 Penalty: 3911.850830
	Iteration 96Q: 3 clusters Score -1.772174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 164433 members 
Entering Unmasked Estep 
Score: -17721740.000000 Penalty: 3911.850830
	Iteration 97Q: 3 clusters Score -1.772174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -17721754.000000 Penalty: 3911.850830
	Iteration 98Q: 3 clusters Score -1.772175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 164455 members 
Entering Unmasked Estep 
Score: -17721752.000000 Penalty: 3911.850830
	Iteration 99Q: 3 clusters Score -1.772175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -17721746.000000 Penalty: 3911.850830
	Iteration 100F: 3 clusters Score -1.772175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -17721748.000000 Penalty: 3911.850830
	Iteration 101Q: 3 clusters Score -1.772175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -17721756.000000 Penalty: 3911.850830
	Iteration 102Q: 3 clusters Score -1.772176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -17721748.000000 Penalty: 3911.850830
	Iteration 103Q: 3 clusters Score -1.772175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -17721748.000000 Penalty: 3911.850830
	Iteration 104Q: 3 clusters Score -1.772175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -17721756.000000 Penalty: 3911.850830
	Iteration 105Q: 3 clusters Score -1.772176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -17721752.000000 Penalty: 3911.850830
	Iteration 106Q: 3 clusters Score -1.772175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 164548 members 
Entering Unmasked Estep 
Score: -17721772.000000 Penalty: 3911.850830
	Iteration 107Q: 3 clusters Score -1.772177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -17721758.000000 Penalty: 3911.850830
	Iteration 108Q: 3 clusters Score -1.772176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -17721758.000000 Penalty: 3911.850830
	Iteration 109Q: 3 clusters Score -1.772176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -17721768.000000 Penalty: 3911.850830
	Iteration 110Q: 3 clusters Score -1.772177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 164603 members 
Entering Unmasked Estep 
Score: -17721746.000000 Penalty: 3911.850830
	Iteration 111Q: 3 clusters Score -1.772175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -17721740.000000 Penalty: 3911.850830
	Iteration 112Q: 3 clusters Score -1.772174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 164643 members 
Entering Unmasked Estep 
Score: -17721746.000000 Penalty: 3911.850830
	Iteration 113Q: 3 clusters Score -1.772175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -17721726.000000 Penalty: 3911.850830
	Iteration 114Q: 3 clusters Score -1.772173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -17721718.000000 Penalty: 3911.850830
	Iteration 115Q: 3 clusters Score -1.772172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -17721728.000000 Penalty: 3911.850830
	Iteration 116Q: 3 clusters Score -1.772173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 164697 members 
Entering Unmasked Estep 
Score: -17721712.000000 Penalty: 3911.850830
	Iteration 117Q: 3 clusters Score -1.772171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -17721696.000000 Penalty: 3911.850830
	Iteration 118Q: 3 clusters Score -1.77217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 164736 members 
Entering Unmasked Estep 
Score: -17721674.000000 Penalty: 3911.850830
	Iteration 119Q: 3 clusters Score -1.772167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -17721678.000000 Penalty: 3911.850830
	Iteration 120F: 3 clusters Score -1.772168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 164768 members 
Entering Unmasked Estep 
Score: -17721668.000000 Penalty: 3911.850830
	Iteration 121Q: 3 clusters Score -1.772167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -17721658.000000 Penalty: 3911.850830
	Iteration 122Q: 3 clusters Score -1.772166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 164807 members 
Entering Unmasked Estep 
Score: -17721656.000000 Penalty: 3911.850830
	Iteration 123Q: 3 clusters Score -1.772166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -17721632.000000 Penalty: 3911.850830
	Iteration 124Q: 3 clusters Score -1.772163e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -17721630.000000 Penalty: 3911.850830
	Iteration 125Q: 3 clusters Score -1.772163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -17721628.000000 Penalty: 3911.850830
	Iteration 126Q: 3 clusters Score -1.772163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -17721626.000000 Penalty: 3911.850830
	Iteration 127Q: 3 clusters Score -1.772163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
Score: -17721626.000000 Penalty: 3911.850830
	Iteration 128Q: 3 clusters Score -1.772163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -17721624.000000 Penalty: 3911.850830
	Iteration 129Q: 3 clusters Score -1.772162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -17721616.000000 Penalty: 3911.850830
	Iteration 130Q: 3 clusters Score -1.772162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -17721620.000000 Penalty: 3911.850830
	Iteration 131Q: 3 clusters Score -1.772162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 164938 members 
Entering Unmasked Estep 
Score: -17721598.000000 Penalty: 3911.850830
	Iteration 132Q: 3 clusters Score -1.77216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -17721608.000000 Penalty: 3911.850830
	Iteration 133Q: 3 clusters Score -1.772161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -17721614.000000 Penalty: 3911.850830
	Iteration 134Q: 3 clusters Score -1.772161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -17721608.000000 Penalty: 3911.850830
	Iteration 135Q: 3 clusters Score -1.772161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -17721610.000000 Penalty: 3911.850830
	Iteration 136Q: 3 clusters Score -1.772161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -17721594.000000 Penalty: 3911.850830
	Iteration 137Q: 3 clusters Score -1.772159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -17721600.000000 Penalty: 3911.850830
	Iteration 138Q: 3 clusters Score -1.77216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -17721604.000000 Penalty: 3911.850830
	Iteration 139Q: 3 clusters Score -1.77216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -17721604.000000 Penalty: 3911.850830
	Iteration 140F: 3 clusters Score -1.77216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
Score: -17721594.000000 Penalty: 3911.850830
	Iteration 141Q: 3 clusters Score -1.772159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -17721602.000000 Penalty: 3911.850830
	Iteration 142Q: 3 clusters Score -1.77216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -17721612.000000 Penalty: 3911.850830
	Iteration 143Q: 3 clusters Score -1.772161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 165008 members 
Entering Unmasked Estep 
Score: -17721612.000000 Penalty: 3911.850830
	Iteration 144Q: 3 clusters Score -1.772161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -17721598.000000 Penalty: 3911.850830
	Iteration 145Q: 3 clusters Score -1.77216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -17721604.000000 Penalty: 3911.850830
	Iteration 146Q: 3 clusters Score -1.77216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 165019 members 
Entering Unmasked Estep 
Score: -17721604.000000 Penalty: 3911.850830
	Iteration 147Q: 3 clusters Score -1.77216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -17721602.000000 Penalty: 3911.850830
	Iteration 148Q: 3 clusters Score -1.77216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -17721610.000000 Penalty: 3911.850830
	Iteration 149Q: 3 clusters Score -1.772161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -17721614.000000 Penalty: 3911.850830
	Iteration 150Q: 3 clusters Score -1.772161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -17721606.000000 Penalty: 3911.850830
	Iteration 151Q: 3 clusters Score -1.772161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -17721610.000000 Penalty: 3911.850830
	Iteration 152Q: 3 clusters Score -1.772161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -17721616.000000 Penalty: 3911.850830
	Iteration 153Q: 3 clusters Score -1.772162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -17721626.000000 Penalty: 3911.850830
	Iteration 154Q: 3 clusters Score -1.772163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -17721622.000000 Penalty: 3911.850830
	Iteration 155Q: 3 clusters Score -1.772162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -17721626.000000 Penalty: 3911.850830
	Iteration 156Q: 3 clusters Score -1.772163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -17721630.000000 Penalty: 3911.850830
	Iteration 157Q: 3 clusters Score -1.772163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -17721630.000000 Penalty: 3911.850830
	Iteration 158F: 3 clusters Score -1.772163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -1167731.375000 Penalty: 1519.730469
	Iteration 0F: 2 clusters Score -1167731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1159485.625000 Penalty: 3039.460938
	Iteration 0F: 3 clusters Score -1159486 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1162235.750000 Penalty: 3039.460938
	Iteration 1F: 3 clusters Score -1162236 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1162483.500000 Penalty: 3039.460938
	Iteration 2F: 3 clusters Score -1162484 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1162663.375000 Penalty: 3039.460938
	Iteration 3Q: 3 clusters Score -1162663 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1162831.750000 Penalty: 3039.460938
	Iteration 4Q: 3 clusters Score -1162832 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1162989.000000 Penalty: 3039.460938
	Iteration 5Q: 3 clusters Score -1162989 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1163155.000000 Penalty: 3039.460938
	Iteration 6Q: 3 clusters Score -1163155 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1163337.375000 Penalty: 3039.460938
	Iteration 7Q: 3 clusters Score -1163337 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1163600.750000 Penalty: 3039.460938
	Iteration 8Q: 3 clusters Score -1163601 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1163967.625000 Penalty: 3039.460938
	Iteration 9F: 3 clusters Score -1163968 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1164449.750000 Penalty: 3039.460938
	Iteration 10F: 3 clusters Score -1164450 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1165030.000000 Penalty: 3039.460938
	Iteration 11F: 3 clusters Score -1165030 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1165520.875000 Penalty: 3039.460938
	Iteration 12F: 3 clusters Score -1165521 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1165887.750000 Penalty: 3039.460938
	Iteration 13Q: 3 clusters Score -1165888 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1166131.500000 Penalty: 3039.460938
	Iteration 14Q: 3 clusters Score -1166132 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1166272.375000 Penalty: 3039.460938
	Iteration 15Q: 3 clusters Score -1166272 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1166375.750000 Penalty: 3039.460938
	Iteration 16Q: 3 clusters Score -1166376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1166463.750000 Penalty: 3039.460938
	Iteration 17Q: 3 clusters Score -1166464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1166522.125000 Penalty: 3039.460938
	Iteration 18Q: 3 clusters Score -1166522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1166554.875000 Penalty: 3039.460938
	Iteration 19Q: 3 clusters Score -1166555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1166589.500000 Penalty: 3039.460938
	Iteration 20F: 3 clusters Score -1166590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1166628.000000 Penalty: 3039.460938
	Iteration 21Q: 3 clusters Score -1166628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1166656.250000 Penalty: 3039.460938
	Iteration 22Q: 3 clusters Score -1166656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1166673.625000 Penalty: 3039.460938
	Iteration 23Q: 3 clusters Score -1166674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1166685.500000 Penalty: 3039.460938
	Iteration 24Q: 3 clusters Score -1166686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1166702.000000 Penalty: 3039.460938
	Iteration 25Q: 3 clusters Score -1166702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1166716.125000 Penalty: 3039.460938
	Iteration 26Q: 3 clusters Score -1166716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1166728.250000 Penalty: 3039.460938
	Iteration 27Q: 3 clusters Score -1166728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1166746.375000 Penalty: 3039.460938
	Iteration 28Q: 3 clusters Score -1166746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1166751.000000 Penalty: 3039.460938
	Iteration 29Q: 3 clusters Score -1166751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1166760.250000 Penalty: 3039.460938
	Iteration 30Q: 3 clusters Score -1166760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1166765.375000 Penalty: 3039.460938
	Iteration 31Q: 3 clusters Score -1166765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1166767.625000 Penalty: 3039.460938
	Iteration 32Q: 3 clusters Score -1166768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1166771.375000 Penalty: 3039.460938
	Iteration 33Q: 3 clusters Score -1166771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1166770.750000 Penalty: 3039.460938
	Iteration 34Q: 3 clusters Score -1166771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1166776.750000 Penalty: 3039.460938
	Iteration 35Q: 3 clusters Score -1166777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1166778.000000 Penalty: 3039.460938
	Iteration 36Q: 3 clusters Score -1166778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1166780.750000 Penalty: 3039.460938
	Iteration 37Q: 3 clusters Score -1166781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1166783.625000 Penalty: 3039.460938
	Iteration 38Q: 3 clusters Score -1166784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1166785.875000 Penalty: 3039.460938
	Iteration 39Q: 3 clusters Score -1166786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1166786.875000 Penalty: 3039.460938
	Iteration 40F: 3 clusters Score -1166787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1166786.125000 Penalty: 3039.460938
	Iteration 41Q: 3 clusters Score -1166786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1166786.125000 Penalty: 3039.460938
	Iteration 42F: 3 clusters Score -1166786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224746.718750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -222471.703125 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222471.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -223057.015625 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -223057 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223305.296875 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223305.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223524.015625 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223649.953125 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -223650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -223710.359375 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223710.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223757.578125 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223757.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -223787.437500 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223787.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223804.437500 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223804.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -223818.000000 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223828.500000 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223828.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -223845.953125 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -223846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -223853.703125 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -223853.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -223858.953125 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -223859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223864.875000 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -223864.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -223872.765625 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -223872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -223882.140625 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -223882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223891.703125 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -223891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -223899.781250 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -223899.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -223908.234375 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -223908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223912.859375 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -223912.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223925.031250 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -223925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -223938.296875 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -223938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -223946.843750 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -223946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -223956.187500 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -223956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223965.812500 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -223965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -223973.921875 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -223973.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -223981.218750 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -223981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223988.625000 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -223988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223997.390625 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -223997.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -224003.671875 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -224003.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -224007.296875 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -224007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -224011.968750 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -224012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -224017.109375 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -224017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -224020.953125 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -224021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -224027.953125 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -224028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -224034.187500 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -224034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -224046.781250 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -224046.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -224068.656250 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -224068.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -224104.031250 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -224104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -224146.765625 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -224146.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -224196.296875 Penalty: 2522.013184
	Iteration 41Q: 3 clusters Score -224196.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -224259.750000 Penalty: 2522.013184
	Iteration 42Q: 3 clusters Score -224259.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -224362.968750 Penalty: 2522.013184
	Iteration 43Q: 3 clusters Score -224363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224450.218750 Penalty: 2522.013184
	Iteration 44Q: 3 clusters Score -224450.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224525.328125 Penalty: 2522.013184
	Iteration 45Q: 3 clusters Score -224525.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224575.593750 Penalty: 2522.013184
	Iteration 46Q: 3 clusters Score -224575.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -224601.734375 Penalty: 2522.013184
	Iteration 47Q: 3 clusters Score -224601.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -224614.718750 Penalty: 2522.013184
	Iteration 48Q: 3 clusters Score -224614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -224616.765625 Penalty: 2522.013184
	Iteration 49Q: 3 clusters Score -224616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -224618.218750 Penalty: 2522.013184
	Iteration 50Q: 3 clusters Score -224618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -224619.750000 Penalty: 2522.013184
	Iteration 51Q: 3 clusters Score -224619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -224619.718750 Penalty: 2522.013184
	Iteration 52Q: 3 clusters Score -224619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -224620.078125 Penalty: 2522.013184
	Iteration 53Q: 3 clusters Score -224620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -224620.078125 Penalty: 2522.013184
	Iteration 54F: 3 clusters Score -224620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Entering Unmasked Estep 
Score: -11689501.000000 Penalty: 1888.657227
	Iteration 0F: 2 clusters Score -1.16895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -11615133.000000 Penalty: 3777.314453
	Iteration 0F: 3 clusters Score -1.161513e+07 nChanged 53566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -11647189.000000 Penalty: 3777.314453
	Iteration 1F: 3 clusters Score -1.164719e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -11649165.000000 Penalty: 3777.314453
	Iteration 2Q: 3 clusters Score -1.164916e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -11652259.000000 Penalty: 3777.314453
	Iteration 3F: 3 clusters Score -1.165226e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -11656435.000000 Penalty: 3777.314453
	Iteration 4F: 3 clusters Score -1.165644e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -11661799.000000 Penalty: 3777.314453
	Iteration 5F: 3 clusters Score -1.16618e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -11667405.000000 Penalty: 3777.314453
	Iteration 6F: 3 clusters Score -1.16674e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -11672768.000000 Penalty: 3777.314453
	Iteration 7F: 3 clusters Score -1.167277e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -11676970.000000 Penalty: 3777.314453
	Iteration 8F: 3 clusters Score -1.167697e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -11679851.000000 Penalty: 3777.314453
	Iteration 9Q: 3 clusters Score -1.167985e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -11681657.000000 Penalty: 3777.314453
	Iteration 10Q: 3 clusters Score -1.168166e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -11683023.000000 Penalty: 3777.314453
	Iteration 11Q: 3 clusters Score -1.168302e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -11684080.000000 Penalty: 3777.314453
	Iteration 12Q: 3 clusters Score -1.168408e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -11684982.000000 Penalty: 3777.314453
	Iteration 13Q: 3 clusters Score -1.168498e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -11685736.000000 Penalty: 3777.314453
	Iteration 14Q: 3 clusters Score -1.168574e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 94594 members 
Entering Unmasked Estep 
Score: -11686382.000000 Penalty: 3777.314453
	Iteration 15Q: 3 clusters Score -1.168638e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 96026 members 
Entering Unmasked Estep 
Score: -11687040.000000 Penalty: 3777.314453
	Iteration 16Q: 3 clusters Score -1.168704e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -11687527.000000 Penalty: 3777.314453
	Iteration 17Q: 3 clusters Score -1.168753e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -11688044.000000 Penalty: 3777.314453
	Iteration 18Q: 3 clusters Score -1.168804e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -11688519.000000 Penalty: 3777.314453
	Iteration 19Q: 3 clusters Score -1.168852e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -11688759.000000 Penalty: 3777.314453
	Iteration 20F: 3 clusters Score -1.168876e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -11688980.000000 Penalty: 3777.314453
	Iteration 21Q: 3 clusters Score -1.168898e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -11689133.000000 Penalty: 3777.314453
	Iteration 22Q: 3 clusters Score -1.168913e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -11689229.000000 Penalty: 3777.314453
	Iteration 23Q: 3 clusters Score -1.168923e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -11689378.000000 Penalty: 3777.314453
	Iteration 24Q: 3 clusters Score -1.168938e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -11689424.000000 Penalty: 3777.314453
	Iteration 25Q: 3 clusters Score -1.168942e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -11689477.000000 Penalty: 3777.314453
	Iteration 26Q: 3 clusters Score -1.168948e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -11689522.000000 Penalty: 3777.314453
	Iteration 27Q: 3 clusters Score -1.168952e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -11689532.000000 Penalty: 3777.314453
	Iteration 28Q: 3 clusters Score -1.168953e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -11689553.000000 Penalty: 3777.314453
	Iteration 29Q: 3 clusters Score -1.168955e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -11689574.000000 Penalty: 3777.314453
	Iteration 30Q: 3 clusters Score -1.168957e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -11689616.000000 Penalty: 3777.314453
	Iteration 31Q: 3 clusters Score -1.168962e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -11689672.000000 Penalty: 3777.314453
	Iteration 32Q: 3 clusters Score -1.168967e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -11689690.000000 Penalty: 3777.314453
	Iteration 33Q: 3 clusters Score -1.168969e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -11689665.000000 Penalty: 3777.314453
	Iteration 34Q: 3 clusters Score -1.168966e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -11689671.000000 Penalty: 3777.314453
	Iteration 35Q: 3 clusters Score -1.168967e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -11689670.000000 Penalty: 3777.314453
	Iteration 36Q: 3 clusters Score -1.168967e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -11689676.000000 Penalty: 3777.314453
	Iteration 37Q: 3 clusters Score -1.168968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -11689690.000000 Penalty: 3777.314453
	Iteration 38Q: 3 clusters Score -1.168969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -11689708.000000 Penalty: 3777.314453
	Iteration 39Q: 3 clusters Score -1.168971e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -11689730.000000 Penalty: 3777.314453
	Iteration 40F: 3 clusters Score -1.168973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -11689739.000000 Penalty: 3777.314453
	Iteration 41Q: 3 clusters Score -1.168974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 105023 members 
Entering Unmasked Estep 
Score: -11689736.000000 Penalty: 3777.314453
	Iteration 42Q: 3 clusters Score -1.168974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -11689721.000000 Penalty: 3777.314453
	Iteration 43Q: 3 clusters Score -1.168972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -11689738.000000 Penalty: 3777.314453
	Iteration 44Q: 3 clusters Score -1.168974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -11689738.000000 Penalty: 3777.314453
	Iteration 45Q: 3 clusters Score -1.168974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -11689741.000000 Penalty: 3777.314453
	Iteration 46Q: 3 clusters Score -1.168974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -11689742.000000 Penalty: 3777.314453
	Iteration 47Q: 3 clusters Score -1.168974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -11689746.000000 Penalty: 3777.314453
	Iteration 48Q: 3 clusters Score -1.168975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -11689743.000000 Penalty: 3777.314453
	Iteration 49Q: 3 clusters Score -1.168974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -11689738.000000 Penalty: 3777.314453
	Iteration 50Q: 3 clusters Score -1.168974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -11689734.000000 Penalty: 3777.314453
	Iteration 51Q: 3 clusters Score -1.168973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -11689732.000000 Penalty: 3777.314453
	Iteration 52Q: 3 clusters Score -1.168973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -11689745.000000 Penalty: 3777.314453
	Iteration 53Q: 3 clusters Score -1.168974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -11689736.000000 Penalty: 3777.314453
	Iteration 54Q: 3 clusters Score -1.168974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -11689733.000000 Penalty: 3777.314453
	Iteration 55Q: 3 clusters Score -1.168973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -11689743.000000 Penalty: 3777.314453
	Iteration 56Q: 3 clusters Score -1.168974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -11689746.000000 Penalty: 3777.314453
	Iteration 57Q: 3 clusters Score -1.168975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -11689766.000000 Penalty: 3777.314453
	Iteration 58Q: 3 clusters Score -1.168977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
Score: -11689759.000000 Penalty: 3777.314453
	Iteration 59Q: 3 clusters Score -1.168976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -11689747.000000 Penalty: 3777.314453
	Iteration 60F: 3 clusters Score -1.168975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -11689742.000000 Penalty: 3777.314453
	Iteration 61Q: 3 clusters Score -1.168974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -11689734.000000 Penalty: 3777.314453
	Iteration 62Q: 3 clusters Score -1.168973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -11689737.000000 Penalty: 3777.314453
	Iteration 63Q: 3 clusters Score -1.168974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -11689747.000000 Penalty: 3777.314453
	Iteration 64Q: 3 clusters Score -1.168975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -11689739.000000 Penalty: 3777.314453
	Iteration 65Q: 3 clusters Score -1.168974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 105380 members 
Entering Unmasked Estep 
Score: -11689751.000000 Penalty: 3777.314453
	Iteration 66Q: 3 clusters Score -1.168975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -11689749.000000 Penalty: 3777.314453
	Iteration 67Q: 3 clusters Score -1.168975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -11689748.000000 Penalty: 3777.314453
	Iteration 68Q: 3 clusters Score -1.168975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -11689738.000000 Penalty: 3777.314453
	Iteration 69Q: 3 clusters Score -1.168974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -11689740.000000 Penalty: 3777.314453
	Iteration 70Q: 3 clusters Score -1.168974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -11689734.000000 Penalty: 3777.314453
	Iteration 71Q: 3 clusters Score -1.168973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -11689736.000000 Penalty: 3777.314453
	Iteration 72Q: 3 clusters Score -1.168974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -11689738.000000 Penalty: 3777.314453
	Iteration 73Q: 3 clusters Score -1.168974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -11689728.000000 Penalty: 3777.314453
	Iteration 74Q: 3 clusters Score -1.168973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -11689735.000000 Penalty: 3777.314453
	Iteration 75Q: 3 clusters Score -1.168974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -11689731.000000 Penalty: 3777.314453
	Iteration 76Q: 3 clusters Score -1.168973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 105459 members 
Entering Unmasked Estep 
Score: -11689727.000000 Penalty: 3777.314453
	Iteration 77Q: 3 clusters Score -1.168973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -11689733.000000 Penalty: 3777.314453
	Iteration 78Q: 3 clusters Score -1.168973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -11689729.000000 Penalty: 3777.314453
	Iteration 79Q: 3 clusters Score -1.168973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -11689734.000000 Penalty: 3777.314453
	Iteration 80F: 3 clusters Score -1.168973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -11689755.000000 Penalty: 3777.314453
	Iteration 81Q: 3 clusters Score -1.168976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -11689748.000000 Penalty: 3777.314453
	Iteration 82Q: 3 clusters Score -1.168975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
Score: -11689750.000000 Penalty: 3777.314453
	Iteration 83Q: 3 clusters Score -1.168975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -11689743.000000 Penalty: 3777.314453
	Iteration 84Q: 3 clusters Score -1.168974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -11689733.000000 Penalty: 3777.314453
	Iteration 85Q: 3 clusters Score -1.168973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -11689737.000000 Penalty: 3777.314453
	Iteration 86Q: 3 clusters Score -1.168974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -11689735.000000 Penalty: 3777.314453
	Iteration 87Q: 3 clusters Score -1.168974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -11689732.000000 Penalty: 3777.314453
	Iteration 88Q: 3 clusters Score -1.168973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -11689728.000000 Penalty: 3777.314453
	Iteration 89Q: 3 clusters Score -1.168973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -11689731.000000 Penalty: 3777.314453
	Iteration 90Q: 3 clusters Score -1.168973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -11689726.000000 Penalty: 3777.314453
	Iteration 91Q: 3 clusters Score -1.168973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -11689723.000000 Penalty: 3777.314453
	Iteration 92Q: 3 clusters Score -1.168972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -11689722.000000 Penalty: 3777.314453
	Iteration 93Q: 3 clusters Score -1.168972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -11689713.000000 Penalty: 3777.314453
	Iteration 94Q: 3 clusters Score -1.168971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -11689713.000000 Penalty: 3777.314453
	Iteration 95F: 3 clusters Score -1.168971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 5871 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Mstep: Class 49 contains 105710 members 
Entering Unmasked Estep 
Score: -154067168.000000 Penalty: 113419.390625
Splitting cluster 40 changes total score from -154067632.000000 to -154067168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125822.898438 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125822.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126136.031250 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126232.382812 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126232.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126274.648438 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126274.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -126308.289062 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126308.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126336.156250 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126336.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126361.507812 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126361.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126379.726562 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126379.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126393.320312 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126410.820312 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126410.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126431.007812 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126449.656250 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126462.320312 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126471.007812 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -126471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126478.187500 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -126478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126480.585938 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -126480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126480.820312 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -126480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126480.820312 Penalty: 2324.232666
	Iteration 17F: 3 clusters Score -126480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Entering Unmasked Estep 
Score: -768733.250000 Penalty: 1452.745728
	Iteration 0F: 2 clusters Score -768733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -763139.500000 Penalty: 2905.491455
	Iteration 0F: 3 clusters Score -763139.5 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -764850.312500 Penalty: 2905.491455
	Iteration 1F: 3 clusters Score -764850.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -765094.375000 Penalty: 2905.491455
	Iteration 2F: 3 clusters Score -765094.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -765339.437500 Penalty: 2905.491455
	Iteration 3F: 3 clusters Score -765339.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -765547.562500 Penalty: 2905.491455
	Iteration 4Q: 3 clusters Score -765547.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -765716.312500 Penalty: 2905.491455
	Iteration 5Q: 3 clusters Score -765716.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -765892.812500 Penalty: 2905.491455
	Iteration 6Q: 3 clusters Score -765892.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -766073.687500 Penalty: 2905.491455
	Iteration 7Q: 3 clusters Score -766073.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -766241.562500 Penalty: 2905.491455
	Iteration 8Q: 3 clusters Score -766241.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -766400.062500 Penalty: 2905.491455
	Iteration 9Q: 3 clusters Score -766400.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -766543.562500 Penalty: 2905.491455
	Iteration 10Q: 3 clusters Score -766543.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -766686.875000 Penalty: 2905.491455
	Iteration 11Q: 3 clusters Score -766686.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -766851.125000 Penalty: 2905.491455
	Iteration 12Q: 3 clusters Score -766851.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -767004.187500 Penalty: 2905.491455
	Iteration 13Q: 3 clusters Score -767004.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -767158.625000 Penalty: 2905.491455
	Iteration 14Q: 3 clusters Score -767158.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -767316.125000 Penalty: 2905.491455
	Iteration 15Q: 3 clusters Score -767316.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -767465.375000 Penalty: 2905.491455
	Iteration 16Q: 3 clusters Score -767465.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -767604.750000 Penalty: 2905.491455
	Iteration 17Q: 3 clusters Score -767604.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -767709.687500 Penalty: 2905.491455
	Iteration 18Q: 3 clusters Score -767709.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -767783.625000 Penalty: 2905.491455
	Iteration 19Q: 3 clusters Score -767783.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -767835.937500 Penalty: 2905.491455
	Iteration 20F: 3 clusters Score -767835.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -767869.687500 Penalty: 2905.491455
	Iteration 21Q: 3 clusters Score -767869.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -767891.812500 Penalty: 2905.491455
	Iteration 22Q: 3 clusters Score -767891.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -767905.812500 Penalty: 2905.491455
	Iteration 23Q: 3 clusters Score -767905.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -767922.187500 Penalty: 2905.491455
	Iteration 24Q: 3 clusters Score -767922.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -767931.312500 Penalty: 2905.491455
	Iteration 25Q: 3 clusters Score -767931.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -767937.812500 Penalty: 2905.491455
	Iteration 26Q: 3 clusters Score -767937.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -767942.750000 Penalty: 2905.491455
	Iteration 27Q: 3 clusters Score -767942.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -767949.812500 Penalty: 2905.491455
	Iteration 28Q: 3 clusters Score -767949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -767951.625000 Penalty: 2905.491455
	Iteration 29Q: 3 clusters Score -767951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -767954.625000 Penalty: 2905.491455
	Iteration 30Q: 3 clusters Score -767954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -767956.312500 Penalty: 2905.491455
	Iteration 31Q: 3 clusters Score -767956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -767955.625000 Penalty: 2905.491455
	Iteration 32Q: 3 clusters Score -767955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -767955.750000 Penalty: 2905.491455
	Iteration 33Q: 3 clusters Score -767955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -767957.500000 Penalty: 2905.491455
	Iteration 34Q: 3 clusters Score -767957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -767958.000000 Penalty: 2905.491455
	Iteration 35Q: 3 clusters Score -767958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -767957.750000 Penalty: 2905.491455
	Iteration 36Q: 3 clusters Score -767957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -767958.125000 Penalty: 2905.491455
	Iteration 37Q: 3 clusters Score -767958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -767958.375000 Penalty: 2905.491455
	Iteration 38Q: 3 clusters Score -767958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -767958.500000 Penalty: 2905.491455
	Iteration 39Q: 3 clusters Score -767958.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -767958.500000 Penalty: 2905.491455
	Iteration 40F: 3 clusters Score -767958.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Entering Unmasked Estep 
Score: -2819163.500000 Penalty: 1672.396484
	Iteration 0F: 2 clusters Score -2819164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2799323.750000 Penalty: 3344.792969
	Iteration 0F: 3 clusters Score -2799324 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2807363.000000 Penalty: 3344.792969
	Iteration 1F: 3 clusters Score -2807363 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2808185.000000 Penalty: 3344.792969
	Iteration 2F: 3 clusters Score -2808185 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2809042.250000 Penalty: 3344.792969
	Iteration 3F: 3 clusters Score -2809042 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2809906.750000 Penalty: 3344.792969
	Iteration 4F: 3 clusters Score -2809907 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2810778.250000 Penalty: 3344.792969
	Iteration 5F: 3 clusters Score -2810778 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2811425.000000 Penalty: 3344.792969
	Iteration 6F: 3 clusters Score -2811425 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2811888.500000 Penalty: 3344.792969
	Iteration 7Q: 3 clusters Score -2811888 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2812251.000000 Penalty: 3344.792969
	Iteration 8Q: 3 clusters Score -2812251 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2812540.250000 Penalty: 3344.792969
	Iteration 9Q: 3 clusters Score -2812540 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2812770.750000 Penalty: 3344.792969
	Iteration 10Q: 3 clusters Score -2812771 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2812965.500000 Penalty: 3344.792969
	Iteration 11Q: 3 clusters Score -2812966 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2813153.250000 Penalty: 3344.792969
	Iteration 12Q: 3 clusters Score -2813153 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2813302.250000 Penalty: 3344.792969
	Iteration 13Q: 3 clusters Score -2813302 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2813443.750000 Penalty: 3344.792969
	Iteration 14Q: 3 clusters Score -2813444 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2813578.750000 Penalty: 3344.792969
	Iteration 15Q: 3 clusters Score -2813579 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2813674.500000 Penalty: 3344.792969
	Iteration 16Q: 3 clusters Score -2813674 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2813761.250000 Penalty: 3344.792969
	Iteration 17Q: 3 clusters Score -2813761 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2813851.750000 Penalty: 3344.792969
	Iteration 18Q: 3 clusters Score -2813852 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2813932.750000 Penalty: 3344.792969
	Iteration 19Q: 3 clusters Score -2813933 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2813975.750000 Penalty: 3344.792969
	Iteration 20F: 3 clusters Score -2813976 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2814035.750000 Penalty: 3344.792969
	Iteration 21Q: 3 clusters Score -2814036 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2814065.000000 Penalty: 3344.792969
	Iteration 22Q: 3 clusters Score -2814065 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2814101.750000 Penalty: 3344.792969
	Iteration 23Q: 3 clusters Score -2814102 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2814133.750000 Penalty: 3344.792969
	Iteration 24Q: 3 clusters Score -2814134 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2814168.500000 Penalty: 3344.792969
	Iteration 25Q: 3 clusters Score -2814168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2814188.500000 Penalty: 3344.792969
	Iteration 26Q: 3 clusters Score -2814188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2814228.000000 Penalty: 3344.792969
	Iteration 27Q: 3 clusters Score -2814228 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2814252.000000 Penalty: 3344.792969
	Iteration 28Q: 3 clusters Score -2814252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2814270.250000 Penalty: 3344.792969
	Iteration 29Q: 3 clusters Score -2814270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2814293.500000 Penalty: 3344.792969
	Iteration 30Q: 3 clusters Score -2814294 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2814321.250000 Penalty: 3344.792969
	Iteration 31Q: 3 clusters Score -2814321 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2814357.500000 Penalty: 3344.792969
	Iteration 32Q: 3 clusters Score -2814358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2814384.500000 Penalty: 3344.792969
	Iteration 33Q: 3 clusters Score -2814384 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2814416.750000 Penalty: 3344.792969
	Iteration 34Q: 3 clusters Score -2814417 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2814437.000000 Penalty: 3344.792969
	Iteration 35Q: 3 clusters Score -2814437 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2814457.500000 Penalty: 3344.792969
	Iteration 36Q: 3 clusters Score -2814458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2814478.750000 Penalty: 3344.792969
	Iteration 37Q: 3 clusters Score -2814479 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2814503.500000 Penalty: 3344.792969
	Iteration 38Q: 3 clusters Score -2814504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2814531.500000 Penalty: 3344.792969
	Iteration 39Q: 3 clusters Score -2814532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2814542.250000 Penalty: 3344.792969
	Iteration 40F: 3 clusters Score -2814542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2814558.500000 Penalty: 3344.792969
	Iteration 41Q: 3 clusters Score -2814558 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2814583.000000 Penalty: 3344.792969
	Iteration 42Q: 3 clusters Score -2814583 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2814618.500000 Penalty: 3344.792969
	Iteration 43Q: 3 clusters Score -2814618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2814644.250000 Penalty: 3344.792969
	Iteration 44Q: 3 clusters Score -2814644 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2814680.500000 Penalty: 3344.792969
	Iteration 45Q: 3 clusters Score -2814680 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2814720.250000 Penalty: 3344.792969
	Iteration 46Q: 3 clusters Score -2814720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2814759.500000 Penalty: 3344.792969
	Iteration 47Q: 3 clusters Score -2814760 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2814789.500000 Penalty: 3344.792969
	Iteration 48Q: 3 clusters Score -2814790 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2814810.500000 Penalty: 3344.792969
	Iteration 49Q: 3 clusters Score -2814810 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2814843.250000 Penalty: 3344.792969
	Iteration 50Q: 3 clusters Score -2814843 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2814891.500000 Penalty: 3344.792969
	Iteration 51Q: 3 clusters Score -2814892 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2814932.750000 Penalty: 3344.792969
	Iteration 52Q: 3 clusters Score -2814933 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2814956.750000 Penalty: 3344.792969
	Iteration 53Q: 3 clusters Score -2814957 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2814992.500000 Penalty: 3344.792969
	Iteration 54Q: 3 clusters Score -2814992 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2815035.750000 Penalty: 3344.792969
	Iteration 55Q: 3 clusters Score -2815036 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2815084.250000 Penalty: 3344.792969
	Iteration 56Q: 3 clusters Score -2815084 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2815135.250000 Penalty: 3344.792969
	Iteration 57Q: 3 clusters Score -2815135 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2815214.750000 Penalty: 3344.792969
	Iteration 58Q: 3 clusters Score -2815215 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2815293.250000 Penalty: 3344.792969
	Iteration 59Q: 3 clusters Score -2815293 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2815380.250000 Penalty: 3344.792969
	Iteration 60F: 3 clusters Score -2815380 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2815493.250000 Penalty: 3344.792969
	Iteration 61Q: 3 clusters Score -2815493 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2815641.250000 Penalty: 3344.792969
	Iteration 62Q: 3 clusters Score -2815641 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2815801.750000 Penalty: 3344.792969
	Iteration 63Q: 3 clusters Score -2815802 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2815994.750000 Penalty: 3344.792969
	Iteration 64Q: 3 clusters Score -2815995 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2816228.750000 Penalty: 3344.792969
	Iteration 65Q: 3 clusters Score -2816229 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2816481.500000 Penalty: 3344.792969
	Iteration 66Q: 3 clusters Score -2816482 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2816731.500000 Penalty: 3344.792969
	Iteration 67Q: 3 clusters Score -2816732 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2816972.750000 Penalty: 3344.792969
	Iteration 68Q: 3 clusters Score -2816973 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2817196.500000 Penalty: 3344.792969
	Iteration 69Q: 3 clusters Score -2817196 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -2817417.250000 Penalty: 3344.792969
	Iteration 70Q: 3 clusters Score -2817417 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2817590.000000 Penalty: 3344.792969
	Iteration 71Q: 3 clusters Score -2817590 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2817713.500000 Penalty: 3344.792969
	Iteration 72Q: 3 clusters Score -2817714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2817834.000000 Penalty: 3344.792969
	Iteration 73Q: 3 clusters Score -2817834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -2817931.250000 Penalty: 3344.792969
	Iteration 74Q: 3 clusters Score -2817931 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -2818014.500000 Penalty: 3344.792969
	Iteration 75Q: 3 clusters Score -2818014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2818063.250000 Penalty: 3344.792969
	Iteration 76Q: 3 clusters Score -2818063 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2818120.000000 Penalty: 3344.792969
	Iteration 77Q: 3 clusters Score -2818120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2818155.500000 Penalty: 3344.792969
	Iteration 78Q: 3 clusters Score -2818156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2818194.500000 Penalty: 3344.792969
	Iteration 79Q: 3 clusters Score -2818194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2818222.500000 Penalty: 3344.792969
	Iteration 80F: 3 clusters Score -2818222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2818253.250000 Penalty: 3344.792969
	Iteration 81Q: 3 clusters Score -2818253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2818274.500000 Penalty: 3344.792969
	Iteration 82Q: 3 clusters Score -2818274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -2818298.250000 Penalty: 3344.792969
	Iteration 83Q: 3 clusters Score -2818298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -2818318.250000 Penalty: 3344.792969
	Iteration 84Q: 3 clusters Score -2818318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -2818329.500000 Penalty: 3344.792969
	Iteration 85Q: 3 clusters Score -2818330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -2818350.000000 Penalty: 3344.792969
	Iteration 86Q: 3 clusters Score -2818350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -2818363.750000 Penalty: 3344.792969
	Iteration 87Q: 3 clusters Score -2818364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -2818370.250000 Penalty: 3344.792969
	Iteration 88Q: 3 clusters Score -2818370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -2818375.500000 Penalty: 3344.792969
	Iteration 89Q: 3 clusters Score -2818376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -2818383.000000 Penalty: 3344.792969
	Iteration 90Q: 3 clusters Score -2818383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2818390.750000 Penalty: 3344.792969
	Iteration 91Q: 3 clusters Score -2818391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -2818399.000000 Penalty: 3344.792969
	Iteration 92Q: 3 clusters Score -2818399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -2818401.000000 Penalty: 3344.792969
	Iteration 93Q: 3 clusters Score -2818401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -2818406.500000 Penalty: 3344.792969
	Iteration 94Q: 3 clusters Score -2818406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -2818411.000000 Penalty: 3344.792969
	Iteration 95Q: 3 clusters Score -2818411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2818414.000000 Penalty: 3344.792969
	Iteration 96Q: 3 clusters Score -2818414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2818415.250000 Penalty: 3344.792969
	Iteration 97Q: 3 clusters Score -2818415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2818411.500000 Penalty: 3344.792969
	Iteration 98Q: 3 clusters Score -2818412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2818413.750000 Penalty: 3344.792969
	Iteration 99Q: 3 clusters Score -2818414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2818412.000000 Penalty: 3344.792969
	Iteration 100F: 3 clusters Score -2818412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -2818415.500000 Penalty: 3344.792969
	Iteration 101Q: 3 clusters Score -2818416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2818419.500000 Penalty: 3344.792969
	Iteration 102Q: 3 clusters Score -2818420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2818420.250000 Penalty: 3344.792969
	Iteration 103Q: 3 clusters Score -2818420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2818418.000000 Penalty: 3344.792969
	Iteration 104Q: 3 clusters Score -2818418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2818424.000000 Penalty: 3344.792969
	Iteration 105Q: 3 clusters Score -2818424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2818423.750000 Penalty: 3344.792969
	Iteration 106Q: 3 clusters Score -2818424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2818425.250000 Penalty: 3344.792969
	Iteration 107Q: 3 clusters Score -2818425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2818426.250000 Penalty: 3344.792969
	Iteration 108Q: 3 clusters Score -2818426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -2818428.750000 Penalty: 3344.792969
	Iteration 109Q: 3 clusters Score -2818429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -2818428.750000 Penalty: 3344.792969
	Iteration 110F: 3 clusters Score -2818429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -180135.828125 Penalty: 1229.609619
	Iteration 0F: 2 clusters Score -180135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -178073.468750 Penalty: 2459.219238
	Iteration 0F: 3 clusters Score -178073.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178558.921875 Penalty: 2459.219238
	Iteration 1F: 3 clusters Score -178558.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178702.671875 Penalty: 2459.219238
	Iteration 2F: 3 clusters Score -178702.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178803.296875 Penalty: 2459.219238
	Iteration 3F: 3 clusters Score -178803.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178879.171875 Penalty: 2459.219238
	Iteration 4Q: 3 clusters Score -178879.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -178932.921875 Penalty: 2459.219238
	Iteration 5Q: 3 clusters Score -178932.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -178985.953125 Penalty: 2459.219238
	Iteration 6Q: 3 clusters Score -178986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -179031.437500 Penalty: 2459.219238
	Iteration 7Q: 3 clusters Score -179031.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -179077.265625 Penalty: 2459.219238
	Iteration 8Q: 3 clusters Score -179077.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -179128.906250 Penalty: 2459.219238
	Iteration 9Q: 3 clusters Score -179128.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -179170.375000 Penalty: 2459.219238
	Iteration 10Q: 3 clusters Score -179170.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -179200.937500 Penalty: 2459.219238
	Iteration 11Q: 3 clusters Score -179200.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -179224.343750 Penalty: 2459.219238
	Iteration 12Q: 3 clusters Score -179224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -179233.078125 Penalty: 2459.219238
	Iteration 13Q: 3 clusters Score -179233.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -179250.031250 Penalty: 2459.219238
	Iteration 14Q: 3 clusters Score -179250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -179274.484375 Penalty: 2459.219238
	Iteration 15Q: 3 clusters Score -179274.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -179288.453125 Penalty: 2459.219238
	Iteration 16Q: 3 clusters Score -179288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -179295.875000 Penalty: 2459.219238
	Iteration 17Q: 3 clusters Score -179295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -179298.187500 Penalty: 2459.219238
	Iteration 18Q: 3 clusters Score -179298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -179298.187500 Penalty: 2459.219238
	Iteration 19F: 3 clusters Score -179298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -1701759.875000 Penalty: 1583.346436
	Iteration 0F: 2 clusters Score -1701760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1690154.750000 Penalty: 3166.692871
	Iteration 0F: 3 clusters Score -1690155 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1694624.500000 Penalty: 3166.692871
	Iteration 1F: 3 clusters Score -1694624 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1695376.250000 Penalty: 3166.692871
	Iteration 2F: 3 clusters Score -1695376 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1696187.625000 Penalty: 3166.692871
	Iteration 3F: 3 clusters Score -1696188 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1697030.000000 Penalty: 3166.692871
	Iteration 4F: 3 clusters Score -1697030 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1697816.125000 Penalty: 3166.692871
	Iteration 5F: 3 clusters Score -1697816 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1698508.625000 Penalty: 3166.692871
	Iteration 6F: 3 clusters Score -1698509 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1699107.375000 Penalty: 3166.692871
	Iteration 7F: 3 clusters Score -1699107 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1699519.375000 Penalty: 3166.692871
	Iteration 8Q: 3 clusters Score -1699519 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1699837.000000 Penalty: 3166.692871
	Iteration 9Q: 3 clusters Score -1699837 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1700094.750000 Penalty: 3166.692871
	Iteration 10Q: 3 clusters Score -1700095 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1700345.750000 Penalty: 3166.692871
	Iteration 11Q: 3 clusters Score -1700346 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1700549.750000 Penalty: 3166.692871
	Iteration 12Q: 3 clusters Score -1700550 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1700705.500000 Penalty: 3166.692871
	Iteration 13Q: 3 clusters Score -1700706 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1700831.000000 Penalty: 3166.692871
	Iteration 14Q: 3 clusters Score -1700831 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1700919.125000 Penalty: 3166.692871
	Iteration 15Q: 3 clusters Score -1700919 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1700997.000000 Penalty: 3166.692871
	Iteration 16Q: 3 clusters Score -1700997 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1701055.125000 Penalty: 3166.692871
	Iteration 17Q: 3 clusters Score -1701055 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1701096.000000 Penalty: 3166.692871
	Iteration 18Q: 3 clusters Score -1701096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1701133.375000 Penalty: 3166.692871
	Iteration 19Q: 3 clusters Score -1701133 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1701156.750000 Penalty: 3166.692871
	Iteration 20F: 3 clusters Score -1701157 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1701186.875000 Penalty: 3166.692871
	Iteration 21Q: 3 clusters Score -1701187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1701206.250000 Penalty: 3166.692871
	Iteration 22Q: 3 clusters Score -1701206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1701225.750000 Penalty: 3166.692871
	Iteration 23Q: 3 clusters Score -1701226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1701244.625000 Penalty: 3166.692871
	Iteration 24Q: 3 clusters Score -1701245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1701263.125000 Penalty: 3166.692871
	Iteration 25Q: 3 clusters Score -1701263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1701281.125000 Penalty: 3166.692871
	Iteration 26Q: 3 clusters Score -1701281 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1701297.625000 Penalty: 3166.692871
	Iteration 27Q: 3 clusters Score -1701298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1701306.250000 Penalty: 3166.692871
	Iteration 28Q: 3 clusters Score -1701306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1701316.625000 Penalty: 3166.692871
	Iteration 29Q: 3 clusters Score -1701317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1701331.625000 Penalty: 3166.692871
	Iteration 30Q: 3 clusters Score -1701332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1701346.500000 Penalty: 3166.692871
	Iteration 31Q: 3 clusters Score -1701346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1701358.750000 Penalty: 3166.692871
	Iteration 32Q: 3 clusters Score -1701359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1701366.375000 Penalty: 3166.692871
	Iteration 33Q: 3 clusters Score -1701366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1701377.250000 Penalty: 3166.692871
	Iteration 34Q: 3 clusters Score -1701377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1701379.625000 Penalty: 3166.692871
	Iteration 35Q: 3 clusters Score -1701380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1701388.000000 Penalty: 3166.692871
	Iteration 36Q: 3 clusters Score -1701388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1701402.125000 Penalty: 3166.692871
	Iteration 37Q: 3 clusters Score -1701402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1701409.250000 Penalty: 3166.692871
	Iteration 38Q: 3 clusters Score -1701409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1701414.000000 Penalty: 3166.692871
	Iteration 39Q: 3 clusters Score -1701414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1701423.625000 Penalty: 3166.692871
	Iteration 40F: 3 clusters Score -1701424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1701431.750000 Penalty: 3166.692871
	Iteration 41Q: 3 clusters Score -1701432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1701439.250000 Penalty: 3166.692871
	Iteration 42Q: 3 clusters Score -1701439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1701445.625000 Penalty: 3166.692871
	Iteration 43Q: 3 clusters Score -1701446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1701444.750000 Penalty: 3166.692871
	Iteration 44Q: 3 clusters Score -1701445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1701452.625000 Penalty: 3166.692871
	Iteration 45Q: 3 clusters Score -1701453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1701457.500000 Penalty: 3166.692871
	Iteration 46Q: 3 clusters Score -1701458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1701458.125000 Penalty: 3166.692871
	Iteration 47Q: 3 clusters Score -1701458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1701465.375000 Penalty: 3166.692871
	Iteration 48Q: 3 clusters Score -1701465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1701471.750000 Penalty: 3166.692871
	Iteration 49Q: 3 clusters Score -1701472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1701474.750000 Penalty: 3166.692871
	Iteration 50Q: 3 clusters Score -1701475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1701481.375000 Penalty: 3166.692871
	Iteration 51Q: 3 clusters Score -1701481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1701483.875000 Penalty: 3166.692871
	Iteration 52Q: 3 clusters Score -1701484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1701490.750000 Penalty: 3166.692871
	Iteration 53Q: 3 clusters Score -1701491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1701491.875000 Penalty: 3166.692871
	Iteration 54Q: 3 clusters Score -1701492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1701501.000000 Penalty: 3166.692871
	Iteration 55Q: 3 clusters Score -1701501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1701501.750000 Penalty: 3166.692871
	Iteration 56Q: 3 clusters Score -1701502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1701508.500000 Penalty: 3166.692871
	Iteration 57Q: 3 clusters Score -1701508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1701512.125000 Penalty: 3166.692871
	Iteration 58Q: 3 clusters Score -1701512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1701520.000000 Penalty: 3166.692871
	Iteration 59Q: 3 clusters Score -1701520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1701523.375000 Penalty: 3166.692871
	Iteration 60F: 3 clusters Score -1701523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1701526.500000 Penalty: 3166.692871
	Iteration 61Q: 3 clusters Score -1701526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1701531.250000 Penalty: 3166.692871
	Iteration 62Q: 3 clusters Score -1701531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1701530.875000 Penalty: 3166.692871
	Iteration 63Q: 3 clusters Score -1701531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1701535.375000 Penalty: 3166.692871
	Iteration 64Q: 3 clusters Score -1701535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1701541.250000 Penalty: 3166.692871
	Iteration 65Q: 3 clusters Score -1701541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1701545.875000 Penalty: 3166.692871
	Iteration 66Q: 3 clusters Score -1701546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1701551.625000 Penalty: 3166.692871
	Iteration 67Q: 3 clusters Score -1701552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1701555.375000 Penalty: 3166.692871
	Iteration 68Q: 3 clusters Score -1701555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1701556.500000 Penalty: 3166.692871
	Iteration 69Q: 3 clusters Score -1701556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1701559.375000 Penalty: 3166.692871
	Iteration 70Q: 3 clusters Score -1701559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1701565.875000 Penalty: 3166.692871
	Iteration 71Q: 3 clusters Score -1701566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1701568.250000 Penalty: 3166.692871
	Iteration 72Q: 3 clusters Score -1701568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1701572.250000 Penalty: 3166.692871
	Iteration 73Q: 3 clusters Score -1701572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1701577.875000 Penalty: 3166.692871
	Iteration 74Q: 3 clusters Score -1701578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1701579.125000 Penalty: 3166.692871
	Iteration 75Q: 3 clusters Score -1701579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1701582.000000 Penalty: 3166.692871
	Iteration 76Q: 3 clusters Score -1701582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1701582.750000 Penalty: 3166.692871
	Iteration 77Q: 3 clusters Score -1701583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1701585.250000 Penalty: 3166.692871
	Iteration 78Q: 3 clusters Score -1701585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1701587.125000 Penalty: 3166.692871
	Iteration 79Q: 3 clusters Score -1701587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1701587.250000 Penalty: 3166.692871
	Iteration 80F: 3 clusters Score -1701587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1701587.875000 Penalty: 3166.692871
	Iteration 81Q: 3 clusters Score -1701588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1701590.125000 Penalty: 3166.692871
	Iteration 82Q: 3 clusters Score -1701590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1701592.125000 Penalty: 3166.692871
	Iteration 83Q: 3 clusters Score -1701592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1701590.750000 Penalty: 3166.692871
	Iteration 84Q: 3 clusters Score -1701591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1701590.750000 Penalty: 3166.692871
	Iteration 85F: 3 clusters Score -1701591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Entering Unmasked Estep 
Score: -2070097.625000 Penalty: 1606.869019
	Iteration 0F: 2 clusters Score -2070098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2056681.750000 Penalty: 3213.738037
	Iteration 0F: 3 clusters Score -2056682 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2061687.000000 Penalty: 3213.738037
	Iteration 1F: 3 clusters Score -2061687 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2062302.625000 Penalty: 3213.738037
	Iteration 2F: 3 clusters Score -2062303 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2063023.000000 Penalty: 3213.738037
	Iteration 3F: 3 clusters Score -2063023 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2063912.500000 Penalty: 3213.738037
	Iteration 4F: 3 clusters Score -2063912 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2064881.625000 Penalty: 3213.738037
	Iteration 5F: 3 clusters Score -2064882 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2065900.875000 Penalty: 3213.738037
	Iteration 6F: 3 clusters Score -2065901 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2066817.500000 Penalty: 3213.738037
	Iteration 7F: 3 clusters Score -2066818 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2067522.875000 Penalty: 3213.738037
	Iteration 8Q: 3 clusters Score -2067523 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2067902.500000 Penalty: 3213.738037
	Iteration 9Q: 3 clusters Score -2067902 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2068082.000000 Penalty: 3213.738037
	Iteration 10Q: 3 clusters Score -2068082 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2068190.500000 Penalty: 3213.738037
	Iteration 11Q: 3 clusters Score -2068190 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2068267.375000 Penalty: 3213.738037
	Iteration 12Q: 3 clusters Score -2068267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2068326.250000 Penalty: 3213.738037
	Iteration 13Q: 3 clusters Score -2068326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2068383.750000 Penalty: 3213.738037
	Iteration 14Q: 3 clusters Score -2068384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2068425.125000 Penalty: 3213.738037
	Iteration 15Q: 3 clusters Score -2068425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2068447.125000 Penalty: 3213.738037
	Iteration 16Q: 3 clusters Score -2068447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2068461.500000 Penalty: 3213.738037
	Iteration 17Q: 3 clusters Score -2068462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2068469.375000 Penalty: 3213.738037
	Iteration 18Q: 3 clusters Score -2068469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2068488.125000 Penalty: 3213.738037
	Iteration 19Q: 3 clusters Score -2068488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2068499.625000 Penalty: 3213.738037
	Iteration 20F: 3 clusters Score -2068500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2068517.000000 Penalty: 3213.738037
	Iteration 21Q: 3 clusters Score -2068517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2068533.000000 Penalty: 3213.738037
	Iteration 22Q: 3 clusters Score -2068533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2068549.875000 Penalty: 3213.738037
	Iteration 23Q: 3 clusters Score -2068550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2068567.000000 Penalty: 3213.738037
	Iteration 24Q: 3 clusters Score -2068567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2068577.000000 Penalty: 3213.738037
	Iteration 25Q: 3 clusters Score -2068577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2068586.750000 Penalty: 3213.738037
	Iteration 26Q: 3 clusters Score -2068587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2068599.875000 Penalty: 3213.738037
	Iteration 27Q: 3 clusters Score -2068600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2068606.500000 Penalty: 3213.738037
	Iteration 28Q: 3 clusters Score -2068606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2068614.625000 Penalty: 3213.738037
	Iteration 29Q: 3 clusters Score -2068615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2068625.750000 Penalty: 3213.738037
	Iteration 30Q: 3 clusters Score -2068626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2068638.375000 Penalty: 3213.738037
	Iteration 31Q: 3 clusters Score -2068638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2068645.750000 Penalty: 3213.738037
	Iteration 32Q: 3 clusters Score -2068646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2068658.750000 Penalty: 3213.738037
	Iteration 33Q: 3 clusters Score -2068659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2068667.625000 Penalty: 3213.738037
	Iteration 34Q: 3 clusters Score -2068668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2068668.000000 Penalty: 3213.738037
	Iteration 35Q: 3 clusters Score -2068668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2068676.125000 Penalty: 3213.738037
	Iteration 36Q: 3 clusters Score -2068676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2068694.125000 Penalty: 3213.738037
	Iteration 37Q: 3 clusters Score -2068694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2068702.375000 Penalty: 3213.738037
	Iteration 38Q: 3 clusters Score -2068702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2068709.250000 Penalty: 3213.738037
	Iteration 39Q: 3 clusters Score -2068709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2068724.125000 Penalty: 3213.738037
	Iteration 40F: 3 clusters Score -2068724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2068729.750000 Penalty: 3213.738037
	Iteration 41Q: 3 clusters Score -2068730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2068742.000000 Penalty: 3213.738037
	Iteration 42Q: 3 clusters Score -2068742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2068745.750000 Penalty: 3213.738037
	Iteration 43Q: 3 clusters Score -2068746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2068756.375000 Penalty: 3213.738037
	Iteration 44Q: 3 clusters Score -2068756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2068757.750000 Penalty: 3213.738037
	Iteration 45Q: 3 clusters Score -2068758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2068767.125000 Penalty: 3213.738037
	Iteration 46Q: 3 clusters Score -2068767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2068763.500000 Penalty: 3213.738037
	Iteration 47Q: 3 clusters Score -2068764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2068768.500000 Penalty: 3213.738037
	Iteration 48Q: 3 clusters Score -2068768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2068765.500000 Penalty: 3213.738037
	Iteration 49Q: 3 clusters Score -2068766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2068768.375000 Penalty: 3213.738037
	Iteration 50Q: 3 clusters Score -2068768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2068773.500000 Penalty: 3213.738037
	Iteration 51Q: 3 clusters Score -2068774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2068779.125000 Penalty: 3213.738037
	Iteration 52Q: 3 clusters Score -2068779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2068784.375000 Penalty: 3213.738037
	Iteration 53Q: 3 clusters Score -2068784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2068781.000000 Penalty: 3213.738037
	Iteration 54Q: 3 clusters Score -2068781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2068790.000000 Penalty: 3213.738037
	Iteration 55Q: 3 clusters Score -2068790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2068792.625000 Penalty: 3213.738037
	Iteration 56Q: 3 clusters Score -2068793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2068796.375000 Penalty: 3213.738037
	Iteration 57Q: 3 clusters Score -2068796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2068793.875000 Penalty: 3213.738037
	Iteration 58Q: 3 clusters Score -2068794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2068798.875000 Penalty: 3213.738037
	Iteration 59Q: 3 clusters Score -2068799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2068806.125000 Penalty: 3213.738037
	Iteration 60F: 3 clusters Score -2068806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2068810.375000 Penalty: 3213.738037
	Iteration 61Q: 3 clusters Score -2068810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2068813.375000 Penalty: 3213.738037
	Iteration 62Q: 3 clusters Score -2068813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2068823.125000 Penalty: 3213.738037
	Iteration 63Q: 3 clusters Score -2068823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2068828.375000 Penalty: 3213.738037
	Iteration 64Q: 3 clusters Score -2068828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2068838.000000 Penalty: 3213.738037
	Iteration 65Q: 3 clusters Score -2068838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2068843.750000 Penalty: 3213.738037
	Iteration 66Q: 3 clusters Score -2068844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2068851.250000 Penalty: 3213.738037
	Iteration 67Q: 3 clusters Score -2068851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2068866.375000 Penalty: 3213.738037
	Iteration 68Q: 3 clusters Score -2068866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2068871.375000 Penalty: 3213.738037
	Iteration 69Q: 3 clusters Score -2068871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2068875.375000 Penalty: 3213.738037
	Iteration 70Q: 3 clusters Score -2068875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2068882.750000 Penalty: 3213.738037
	Iteration 71Q: 3 clusters Score -2068883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2068890.375000 Penalty: 3213.738037
	Iteration 72Q: 3 clusters Score -2068890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2068901.750000 Penalty: 3213.738037
	Iteration 73Q: 3 clusters Score -2068902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2068908.625000 Penalty: 3213.738037
	Iteration 74Q: 3 clusters Score -2068909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2068913.000000 Penalty: 3213.738037
	Iteration 75Q: 3 clusters Score -2068913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2068922.125000 Penalty: 3213.738037
	Iteration 76Q: 3 clusters Score -2068922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2068921.500000 Penalty: 3213.738037
	Iteration 77Q: 3 clusters Score -2068922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2068922.250000 Penalty: 3213.738037
	Iteration 78Q: 3 clusters Score -2068922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2068923.750000 Penalty: 3213.738037
	Iteration 79Q: 3 clusters Score -2068924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2068931.500000 Penalty: 3213.738037
	Iteration 80F: 3 clusters Score -2068932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2068938.125000 Penalty: 3213.738037
	Iteration 81Q: 3 clusters Score -2068938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2068939.500000 Penalty: 3213.738037
	Iteration 82Q: 3 clusters Score -2068940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2068944.625000 Penalty: 3213.738037
	Iteration 83Q: 3 clusters Score -2068945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2068950.750000 Penalty: 3213.738037
	Iteration 84Q: 3 clusters Score -2068951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2068950.125000 Penalty: 3213.738037
	Iteration 85Q: 3 clusters Score -2068950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2068956.500000 Penalty: 3213.738037
	Iteration 86Q: 3 clusters Score -2068956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2068956.375000 Penalty: 3213.738037
	Iteration 87Q: 3 clusters Score -2068956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2068955.125000 Penalty: 3213.738037
	Iteration 88Q: 3 clusters Score -2068955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2068956.125000 Penalty: 3213.738037
	Iteration 89Q: 3 clusters Score -2068956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2068956.500000 Penalty: 3213.738037
	Iteration 90Q: 3 clusters Score -2068956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2068961.875000 Penalty: 3213.738037
	Iteration 91Q: 3 clusters Score -2068962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2068961.000000 Penalty: 3213.738037
	Iteration 92Q: 3 clusters Score -2068961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2068962.500000 Penalty: 3213.738037
	Iteration 93Q: 3 clusters Score -2068962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2068963.375000 Penalty: 3213.738037
	Iteration 94Q: 3 clusters Score -2068963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2068968.125000 Penalty: 3213.738037
	Iteration 95Q: 3 clusters Score -2068968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2068971.125000 Penalty: 3213.738037
	Iteration 96Q: 3 clusters Score -2068971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2068970.625000 Penalty: 3213.738037
	Iteration 97Q: 3 clusters Score -2068971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2068970.875000 Penalty: 3213.738037
	Iteration 98Q: 3 clusters Score -2068971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2068973.500000 Penalty: 3213.738037
	Iteration 99Q: 3 clusters Score -2068974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2068972.875000 Penalty: 3213.738037
	Iteration 100F: 3 clusters Score -2068973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2068975.875000 Penalty: 3213.738037
	Iteration 101Q: 3 clusters Score -2068976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2068977.625000 Penalty: 3213.738037
	Iteration 102Q: 3 clusters Score -2068978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2068978.375000 Penalty: 3213.738037
	Iteration 103Q: 3 clusters Score -2068978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2068978.375000 Penalty: 3213.738037
	Iteration 104F: 3 clusters Score -2068978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Entering Unmasked Estep 
Score: -6993000.000000 Penalty: 1803.543213
	Iteration 0F: 2 clusters Score -6993000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -6949295.000000 Penalty: 3607.086426
	Iteration 0F: 3 clusters Score -6949295 nChanged 31143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6967712.000000 Penalty: 3607.086426
	Iteration 1F: 3 clusters Score -6967712 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -6969048.500000 Penalty: 3607.086426
	Iteration 2Q: 3 clusters Score -6969048 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -6970835.000000 Penalty: 3607.086426
	Iteration 3F: 3 clusters Score -6970835 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -6972957.500000 Penalty: 3607.086426
	Iteration 4F: 3 clusters Score -6972958 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -6975519.000000 Penalty: 3607.086426
	Iteration 5F: 3 clusters Score -6975519 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -6978091.500000 Penalty: 3607.086426
	Iteration 6F: 3 clusters Score -6978092 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6980413.000000 Penalty: 3607.086426
	Iteration 7F: 3 clusters Score -6980413 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -6982489.000000 Penalty: 3607.086426
	Iteration 8Q: 3 clusters Score -6982489 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6984199.500000 Penalty: 3607.086426
	Iteration 9Q: 3 clusters Score -6984200 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6985600.000000 Penalty: 3607.086426
	Iteration 10Q: 3 clusters Score -6985600 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -6986829.500000 Penalty: 3607.086426
	Iteration 11Q: 3 clusters Score -6986830 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -6987962.500000 Penalty: 3607.086426
	Iteration 12Q: 3 clusters Score -6987962 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -6988790.000000 Penalty: 3607.086426
	Iteration 13Q: 3 clusters Score -6988790 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -6989476.000000 Penalty: 3607.086426
	Iteration 14Q: 3 clusters Score -6989476 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -6990048.000000 Penalty: 3607.086426
	Iteration 15Q: 3 clusters Score -6990048 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -6990505.500000 Penalty: 3607.086426
	Iteration 16Q: 3 clusters Score -6990506 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -6990774.500000 Penalty: 3607.086426
	Iteration 17Q: 3 clusters Score -6990774 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -6990964.000000 Penalty: 3607.086426
	Iteration 18Q: 3 clusters Score -6990964 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -6991085.500000 Penalty: 3607.086426
	Iteration 19Q: 3 clusters Score -6991086 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -6991158.500000 Penalty: 3607.086426
	Iteration 20F: 3 clusters Score -6991158 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -6991239.500000 Penalty: 3607.086426
	Iteration 21Q: 3 clusters Score -6991240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -6991310.000000 Penalty: 3607.086426
	Iteration 22Q: 3 clusters Score -6991310 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -6991372.500000 Penalty: 3607.086426
	Iteration 23Q: 3 clusters Score -6991372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -6991404.500000 Penalty: 3607.086426
	Iteration 24Q: 3 clusters Score -6991404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6991434.500000 Penalty: 3607.086426
	Iteration 25Q: 3 clusters Score -6991434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -6991464.000000 Penalty: 3607.086426
	Iteration 26Q: 3 clusters Score -6991464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -6991478.000000 Penalty: 3607.086426
	Iteration 27Q: 3 clusters Score -6991478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -6991489.500000 Penalty: 3607.086426
	Iteration 28Q: 3 clusters Score -6991490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -6991504.000000 Penalty: 3607.086426
	Iteration 29Q: 3 clusters Score -6991504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -6991525.500000 Penalty: 3607.086426
	Iteration 30Q: 3 clusters Score -6991526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -6991526.500000 Penalty: 3607.086426
	Iteration 31Q: 3 clusters Score -6991526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -6991559.500000 Penalty: 3607.086426
	Iteration 32Q: 3 clusters Score -6991560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -6991571.500000 Penalty: 3607.086426
	Iteration 33Q: 3 clusters Score -6991572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -6991585.000000 Penalty: 3607.086426
	Iteration 34Q: 3 clusters Score -6991585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -6991590.500000 Penalty: 3607.086426
	Iteration 35Q: 3 clusters Score -6991590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -6991599.000000 Penalty: 3607.086426
	Iteration 36Q: 3 clusters Score -6991599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -6991608.500000 Penalty: 3607.086426
	Iteration 37Q: 3 clusters Score -6991608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -6991608.000000 Penalty: 3607.086426
	Iteration 38Q: 3 clusters Score -6991608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -6991610.000000 Penalty: 3607.086426
	Iteration 39Q: 3 clusters Score -6991610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -6991610.000000 Penalty: 3607.086426
	Iteration 40F: 3 clusters Score -6991610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -6991609.000000 Penalty: 3607.086426
	Iteration 41Q: 3 clusters Score -6991609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -6991616.000000 Penalty: 3607.086426
	Iteration 42Q: 3 clusters Score -6991616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -6991618.500000 Penalty: 3607.086426
	Iteration 43Q: 3 clusters Score -6991618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -6991620.500000 Penalty: 3607.086426
	Iteration 44Q: 3 clusters Score -6991620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -6991624.000000 Penalty: 3607.086426
	Iteration 45Q: 3 clusters Score -6991624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -6991624.000000 Penalty: 3607.086426
	Iteration 46F: 3 clusters Score -6991624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -322184.968750 Penalty: 1310.605713
	Iteration 0F: 2 clusters Score -322185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -319330.812500 Penalty: 2621.211426
	Iteration 0F: 3 clusters Score -319330.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -320035.187500 Penalty: 2621.211426
	Iteration 1F: 3 clusters Score -320035.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320164.687500 Penalty: 2621.211426
	Iteration 2F: 3 clusters Score -320164.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -320236.593750 Penalty: 2621.211426
	Iteration 3Q: 3 clusters Score -320236.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -320292.375000 Penalty: 2621.211426
	Iteration 4Q: 3 clusters Score -320292.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -320354.156250 Penalty: 2621.211426
	Iteration 5Q: 3 clusters Score -320354.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -320423.375000 Penalty: 2621.211426
	Iteration 6Q: 3 clusters Score -320423.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -320495.625000 Penalty: 2621.211426
	Iteration 7Q: 3 clusters Score -320495.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -320562.218750 Penalty: 2621.211426
	Iteration 8Q: 3 clusters Score -320562.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -320621.562500 Penalty: 2621.211426
	Iteration 9Q: 3 clusters Score -320621.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -320680.906250 Penalty: 2621.211426
	Iteration 10Q: 3 clusters Score -320680.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -320733.687500 Penalty: 2621.211426
	Iteration 11Q: 3 clusters Score -320733.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -320781.000000 Penalty: 2621.211426
	Iteration 12Q: 3 clusters Score -320781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -320824.531250 Penalty: 2621.211426
	Iteration 13Q: 3 clusters Score -320824.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -320870.687500 Penalty: 2621.211426
	Iteration 14Q: 3 clusters Score -320870.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -320913.562500 Penalty: 2621.211426
	Iteration 15Q: 3 clusters Score -320913.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -320951.718750 Penalty: 2621.211426
	Iteration 16Q: 3 clusters Score -320951.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -320991.250000 Penalty: 2621.211426
	Iteration 17Q: 3 clusters Score -320991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -321018.781250 Penalty: 2621.211426
	Iteration 18Q: 3 clusters Score -321018.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -321039.218750 Penalty: 2621.211426
	Iteration 19Q: 3 clusters Score -321039.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -321062.343750 Penalty: 2621.211426
	Iteration 20F: 3 clusters Score -321062.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -321086.906250 Penalty: 2621.211426
	Iteration 21Q: 3 clusters Score -321086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -321094.562500 Penalty: 2621.211426
	Iteration 22Q: 3 clusters Score -321094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -321101.750000 Penalty: 2621.211426
	Iteration 23Q: 3 clusters Score -321101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -321109.156250 Penalty: 2621.211426
	Iteration 24Q: 3 clusters Score -321109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -321116.656250 Penalty: 2621.211426
	Iteration 25Q: 3 clusters Score -321116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -321122.562500 Penalty: 2621.211426
	Iteration 26Q: 3 clusters Score -321122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -321129.343750 Penalty: 2621.211426
	Iteration 27Q: 3 clusters Score -321129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -321137.343750 Penalty: 2621.211426
	Iteration 28Q: 3 clusters Score -321137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -321145.875000 Penalty: 2621.211426
	Iteration 29Q: 3 clusters Score -321145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -321152.937500 Penalty: 2621.211426
	Iteration 30Q: 3 clusters Score -321152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -321162.812500 Penalty: 2621.211426
	Iteration 31Q: 3 clusters Score -321162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -321168.531250 Penalty: 2621.211426
	Iteration 32Q: 3 clusters Score -321168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -321173.031250 Penalty: 2621.211426
	Iteration 33Q: 3 clusters Score -321173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -321174.812500 Penalty: 2621.211426
	Iteration 34Q: 3 clusters Score -321174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -321176.656250 Penalty: 2621.211426
	Iteration 35Q: 3 clusters Score -321176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -321178.437500 Penalty: 2621.211426
	Iteration 36Q: 3 clusters Score -321178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -321182.218750 Penalty: 2621.211426
	Iteration 37Q: 3 clusters Score -321182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -321184.500000 Penalty: 2621.211426
	Iteration 38Q: 3 clusters Score -321184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -321191.625000 Penalty: 2621.211426
	Iteration 39Q: 3 clusters Score -321191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -321194.375000 Penalty: 2621.211426
	Iteration 40F: 3 clusters Score -321194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -321196.093750 Penalty: 2621.211426
	Iteration 41Q: 3 clusters Score -321196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -321196.781250 Penalty: 2621.211426
	Iteration 42Q: 3 clusters Score -321196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -321198.093750 Penalty: 2621.211426
	Iteration 43Q: 3 clusters Score -321198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -321198.750000 Penalty: 2621.211426
	Iteration 44Q: 3 clusters Score -321198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -321199.218750 Penalty: 2621.211426
	Iteration 45Q: 3 clusters Score -321199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -321199.218750 Penalty: 2621.211426
	Iteration 46F: 3 clusters Score -321199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20689 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118191 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 192010 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37808 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80342 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96301 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168799 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111581 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29486 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19701 members 
Mstep: Class 47 contains 66087 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 319Q: 49 clusters Score -1.540677e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20679 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118189 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15731 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 15 contains 192012 members 
Mstep: Class 16 contains 30165 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37810 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80343 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96322 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 7523 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168801 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111583 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29488 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19695 members 
Mstep: Class 47 contains 66085 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 320F: 49 clusters Score -1.540677e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20672 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30954 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118185 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15727 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 192020 members 
Mstep: Class 16 contains 30161 members 
Mstep: Class 17 contains 5645 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37810 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80346 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96340 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 7527 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 168803 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111579 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7631 members 
Mstep: Class 43 contains 29481 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19692 members 
Mstep: Class 47 contains 66081 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 321Q: 49 clusters Score -1.540676e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30951 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118182 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3063 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 10181 members 
Mstep: Class 15 contains 192027 members 
Mstep: Class 16 contains 30154 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 37811 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80348 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96359 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 7529 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 168803 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111579 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29475 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19686 members 
Mstep: Class 47 contains 66080 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 322Q: 49 clusters Score -1.540675e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20657 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30949 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72757 members 
Mstep: Class 8 contains 118178 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 15720 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 192033 members 
Mstep: Class 16 contains 30150 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29926 members 
Mstep: Class 19 contains 37812 members 
Mstep: Class 20 contains 155251 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80347 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96377 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 7531 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168804 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111584 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29467 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19685 members 
Mstep: Class 47 contains 66080 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 323Q: 49 clusters Score -1.540676e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20647 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30948 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 118171 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 15715 members 
Mstep: Class 14 contains 10182 members 
Mstep: Class 15 contains 192038 members 
Mstep: Class 16 contains 30147 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29925 members 
Mstep: Class 19 contains 37812 members 
Mstep: Class 20 contains 155254 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 80348 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96397 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 7532 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168804 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111586 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29465 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19684 members 
Mstep: Class 47 contains 66079 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067456.000000 Penalty: 111104.703125
Iteration 324Q: 49 clusters Score -1.540675e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20633 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30946 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72755 members 
Mstep: Class 8 contains 118172 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15709 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 192043 members 
Mstep: Class 16 contains 30149 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29924 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80350 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96417 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 7531 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168810 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111585 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29457 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19682 members 
Mstep: Class 47 contains 66078 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 325Q: 49 clusters Score -1.540675e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30947 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118173 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 15705 members 
Mstep: Class 14 contains 10188 members 
Mstep: Class 15 contains 192048 members 
Mstep: Class 16 contains 30149 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29924 members 
Mstep: Class 19 contains 37815 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 80352 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96448 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2000 members 
Mstep: Class 35 contains 7531 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168810 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111582 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29449 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19684 members 
Mstep: Class 47 contains 66081 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067504.000000 Penalty: 111104.703125
Iteration 326Q: 49 clusters Score -1.540675e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 11885 members 
Mstep: Class 3 contains 20573 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30946 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118175 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15379 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15699 members 
Mstep: Class 14 contains 10190 members 
Mstep: Class 15 contains 192052 members 
Mstep: Class 16 contains 30150 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 29924 members 
Mstep: Class 19 contains 37813 members 
Mstep: Class 20 contains 155248 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 80352 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96482 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 168811 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111580 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29440 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19685 members 
Mstep: Class 47 contains 66080 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 327Q: 49 clusters Score -1.540675e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 11883 members 
Mstep: Class 3 contains 20538 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30944 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118173 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 15694 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 192060 members 
Mstep: Class 16 contains 30149 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 29924 members 
Mstep: Class 19 contains 37815 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 80351 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96521 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 7540 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 168807 members 
Mstep: Class 38 contains 11523 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111579 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29437 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19685 members 
Mstep: Class 47 contains 66079 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 111104.703125
Iteration 328Q: 49 clusters Score -1.540676e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 20509 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30944 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118173 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 15684 members 
Mstep: Class 14 contains 10199 members 
Mstep: Class 15 contains 192060 members 
Mstep: Class 16 contains 30146 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 29924 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 155250 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10839 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 80351 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96561 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 7544 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 168808 members 
Mstep: Class 38 contains 11524 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111580 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29430 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19681 members 
Mstep: Class 47 contains 66075 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067360.000000 Penalty: 111104.703125
Iteration 329Q: 49 clusters Score -1.540674e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 20481 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30942 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118169 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 15673 members 
Mstep: Class 14 contains 10205 members 
Mstep: Class 15 contains 192061 members 
Mstep: Class 16 contains 30144 members 
Mstep: Class 17 contains 5638 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80353 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96603 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 7545 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168811 members 
Mstep: Class 38 contains 11525 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111582 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29428 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19674 members 
Mstep: Class 47 contains 66075 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 330Q: 49 clusters Score -1.540674e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11878 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30942 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118165 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3058 members 
Mstep: Class 13 contains 15664 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 15 contains 192056 members 
Mstep: Class 16 contains 30144 members 
Mstep: Class 17 contains 5634 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 155253 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80354 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96660 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 7546 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168814 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111589 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29425 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19662 members 
Mstep: Class 47 contains 66074 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067328.000000 Penalty: 111104.703125
Iteration 331Q: 49 clusters Score -1.540673e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 20402 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30943 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118160 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 15654 members 
Mstep: Class 14 contains 10222 members 
Mstep: Class 15 contains 192059 members 
Mstep: Class 16 contains 30141 members 
Mstep: Class 17 contains 5635 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 155260 members 
Mstep: Class 21 contains 8222 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80353 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96721 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7549 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168818 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111592 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29424 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19644 members 
Mstep: Class 47 contains 66071 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067536.000000 Penalty: 111104.703125
Iteration 332Q: 49 clusters Score -1.540675e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 20353 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30943 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118164 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3058 members 
Mstep: Class 13 contains 15648 members 
Mstep: Class 14 contains 10222 members 
Mstep: Class 15 contains 192057 members 
Mstep: Class 16 contains 30138 members 
Mstep: Class 17 contains 5634 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 155264 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80354 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96783 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7550 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 168821 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111594 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29419 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19636 members 
Mstep: Class 47 contains 66071 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067488.000000 Penalty: 111104.703125
Iteration 333Q: 49 clusters Score -1.540675e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 20308 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30943 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118164 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 15637 members 
Mstep: Class 14 contains 10224 members 
Mstep: Class 15 contains 192053 members 
Mstep: Class 16 contains 30135 members 
Mstep: Class 17 contains 5635 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 155275 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80355 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96841 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7550 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168821 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111595 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29416 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19633 members 
Mstep: Class 47 contains 66070 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 111104.703125
Iteration 334Q: 49 clusters Score -1.540674e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 20265 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30943 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118161 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 15628 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 192044 members 
Mstep: Class 16 contains 30133 members 
Mstep: Class 17 contains 5632 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37818 members 
Mstep: Class 20 contains 155280 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 80359 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96900 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168820 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111598 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29415 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19631 members 
Mstep: Class 47 contains 66068 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067552.000000 Penalty: 111104.703125
Iteration 335Q: 49 clusters Score -1.540676e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 20232 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30941 members 
Mstep: Class 6 contains 3420 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118159 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 15619 members 
Mstep: Class 14 contains 10227 members 
Mstep: Class 15 contains 192048 members 
Mstep: Class 16 contains 30125 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37818 members 
Mstep: Class 20 contains 155285 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80363 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96949 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168821 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111599 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29410 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19626 members 
Mstep: Class 47 contains 66068 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067472.000000 Penalty: 111104.703125
Iteration 336Q: 49 clusters Score -1.540675e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 20189 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 30940 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118162 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 14 contains 10230 members 
Mstep: Class 15 contains 192058 members 
Mstep: Class 16 contains 30119 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 29922 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 155289 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80364 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 96999 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168819 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111599 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29412 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19618 members 
Mstep: Class 47 contains 66069 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067360.000000 Penalty: 111104.703125
Iteration 337Q: 49 clusters Score -1.540674e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 20148 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 30938 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 72754 members 
Mstep: Class 8 contains 118165 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 15603 members 
Mstep: Class 14 contains 10233 members 
Mstep: Class 15 contains 192061 members 
Mstep: Class 16 contains 30116 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 155290 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 80364 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97042 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168820 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111604 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29409 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19614 members 
Mstep: Class 47 contains 66068 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 111104.703125
Iteration 338Q: 49 clusters Score -1.540674e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 20120 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30936 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72753 members 
Mstep: Class 8 contains 118162 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 15592 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 192066 members 
Mstep: Class 16 contains 30113 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 155289 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97085 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168825 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111606 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29398 members 
Mstep: Class 44 contains 1936 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19611 members 
Mstep: Class 47 contains 66068 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067408.000000 Penalty: 111104.703125
Iteration 339Q: 49 clusters Score -1.540674e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 20093 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30935 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118160 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 15580 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 192067 members 
Mstep: Class 16 contains 30113 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37816 members 
Mstep: Class 20 contains 155288 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97133 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2825 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168831 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111607 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29396 members 
Mstep: Class 44 contains 1937 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19600 members 
Mstep: Class 47 contains 66068 members 
Mstep: Class 48 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067376.000000 Penalty: 111104.703125
Iteration 340F: 49 clusters Score -1.540674e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11862 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30934 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118158 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 10238 members 
Mstep: Class 15 contains 192070 members 
Mstep: Class 16 contains 30112 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37817 members 
Mstep: Class 20 contains 155290 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80366 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97166 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168836 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111611 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29390 members 
Mstep: Class 44 contains 1937 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19596 members 
Mstep: Class 47 contains 66069 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067328.000000 Penalty: 111104.703125
Iteration 341Q: 49 clusters Score -1.540673e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 20028 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30934 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72752 members 
Mstep: Class 8 contains 118155 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 15571 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 192076 members 
Mstep: Class 16 contains 30109 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29924 members 
Mstep: Class 19 contains 37820 members 
Mstep: Class 20 contains 155282 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5443 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97203 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168844 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29387 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19594 members 
Mstep: Class 47 contains 66067 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067520.000000 Penalty: 111104.703125
Iteration 342Q: 49 clusters Score -1.540675e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 20007 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30933 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118158 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15369 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 15560 members 
Mstep: Class 14 contains 10240 members 
Mstep: Class 15 contains 192079 members 
Mstep: Class 16 contains 30109 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 37820 members 
Mstep: Class 20 contains 155287 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80366 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97234 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168848 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111618 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29383 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19591 members 
Mstep: Class 47 contains 66065 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067600.000000 Penalty: 111104.703125
Iteration 343Q: 49 clusters Score -1.540676e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11855 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30932 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118158 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15367 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 15545 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 192080 members 
Mstep: Class 16 contains 30108 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29921 members 
Mstep: Class 19 contains 37819 members 
Mstep: Class 20 contains 155291 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97282 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168849 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29379 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19589 members 
Mstep: Class 47 contains 66064 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 344Q: 49 clusters Score -1.540677e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 19954 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118153 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15365 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15539 members 
Mstep: Class 14 contains 10244 members 
Mstep: Class 15 contains 192083 members 
Mstep: Class 16 contains 30108 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37820 members 
Mstep: Class 20 contains 155292 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97319 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168853 members 
Mstep: Class 38 contains 11526 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111621 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29371 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19587 members 
Mstep: Class 47 contains 66062 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 345Q: 49 clusters Score -1.540677e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 19928 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118143 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15363 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 15536 members 
Mstep: Class 14 contains 10252 members 
Mstep: Class 15 contains 192092 members 
Mstep: Class 16 contains 30106 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37820 members 
Mstep: Class 20 contains 155289 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 80370 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97355 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168859 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111618 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29370 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19581 members 
Mstep: Class 47 contains 66062 members 
Mstep: Class 48 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 346Q: 49 clusters Score -1.540677e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 19899 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118141 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15529 members 
Mstep: Class 14 contains 10256 members 
Mstep: Class 15 contains 192085 members 
Mstep: Class 16 contains 30105 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37821 members 
Mstep: Class 20 contains 155286 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97404 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168868 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111618 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29368 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19574 members 
Mstep: Class 47 contains 66061 members 
Mstep: Class 48 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 347Q: 49 clusters Score -1.540677e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19873 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30932 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118135 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15528 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 15 contains 192081 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37821 members 
Mstep: Class 20 contains 155291 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168870 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29359 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19570 members 
Mstep: Class 47 contains 66060 members 
Mstep: Class 48 contains 3179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 348Q: 49 clusters Score -1.540677e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19852 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30932 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118131 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15526 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 15 contains 192076 members 
Mstep: Class 16 contains 30105 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37822 members 
Mstep: Class 20 contains 155289 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97489 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168876 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111621 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29348 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19565 members 
Mstep: Class 47 contains 66060 members 
Mstep: Class 48 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 349Q: 49 clusters Score -1.540677e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19831 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30932 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118133 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15521 members 
Mstep: Class 14 contains 10266 members 
Mstep: Class 15 contains 192074 members 
Mstep: Class 16 contains 30105 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37823 members 
Mstep: Class 20 contains 155287 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97525 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168879 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29344 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19560 members 
Mstep: Class 47 contains 66059 members 
Mstep: Class 48 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 350Q: 49 clusters Score -1.540677e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19810 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30932 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118131 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15515 members 
Mstep: Class 14 contains 10268 members 
Mstep: Class 15 contains 192074 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37823 members 
Mstep: Class 20 contains 155284 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97558 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168882 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111622 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29339 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17047 members 
Mstep: Class 46 contains 19555 members 
Mstep: Class 47 contains 66059 members 
Mstep: Class 48 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 351Q: 49 clusters Score -1.540677e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19791 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118132 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15510 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 192077 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37823 members 
Mstep: Class 20 contains 155284 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97582 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168886 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111622 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29335 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19549 members 
Mstep: Class 47 contains 66059 members 
Mstep: Class 48 contains 3177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 352Q: 49 clusters Score -1.540677e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19760 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118132 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 15507 members 
Mstep: Class 14 contains 10278 members 
Mstep: Class 15 contains 192074 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37823 members 
Mstep: Class 20 contains 155281 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97621 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168893 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111623 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29327 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19546 members 
Mstep: Class 47 contains 66059 members 
Mstep: Class 48 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 353Q: 49 clusters Score -1.540676e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19721 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30929 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118127 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 15509 members 
Mstep: Class 14 contains 10284 members 
Mstep: Class 15 contains 192077 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 155280 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97667 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168894 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111626 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29316 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19544 members 
Mstep: Class 47 contains 66059 members 
Mstep: Class 48 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 111104.703125
Iteration 354Q: 49 clusters Score -1.540676e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30928 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118124 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 15 contains 192079 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37824 members 
Mstep: Class 20 contains 155277 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97692 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168900 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111628 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29307 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19540 members 
Mstep: Class 47 contains 66060 members 
Mstep: Class 48 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 111104.703125
Iteration 355Q: 49 clusters Score -1.540676e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30928 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118120 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 15503 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192085 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155276 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97719 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168902 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111631 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29306 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19535 members 
Mstep: Class 47 contains 66058 members 
Mstep: Class 48 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 111104.703125
Iteration 356Q: 49 clusters Score -1.540676e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19659 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30928 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118117 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 15498 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192090 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155276 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4049 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97743 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168903 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111632 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29305 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19530 members 
Mstep: Class 47 contains 66057 members 
Mstep: Class 48 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067584.000000 Penalty: 111104.703125
Iteration 357Q: 49 clusters Score -1.540676e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19647 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30927 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118117 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 15493 members 
Mstep: Class 14 contains 10291 members 
Mstep: Class 15 contains 192098 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155273 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97769 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168906 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29304 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19526 members 
Mstep: Class 47 contains 66057 members 
Mstep: Class 48 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 358Q: 49 clusters Score -1.540677e+08 nChanged 74
Entering ConstructFrom: 
Score: -154067744.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Entering Unmasked Estep 
Score: -3564705.750000 Penalty: 1700.782715
	Iteration 0F: 2 clusters Score -3564706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3541179.500000 Penalty: 3401.565430
	Iteration 0F: 3 clusters Score -3541180 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3550449.500000 Penalty: 3401.565430
	Iteration 1F: 3 clusters Score -3550450 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3550965.000000 Penalty: 3401.565430
	Iteration 2Q: 3 clusters Score -3550965 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3551580.250000 Penalty: 3401.565430
	Iteration 3Q: 3 clusters Score -3551580 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3552429.000000 Penalty: 3401.565430
	Iteration 4Q: 3 clusters Score -3552429 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3553697.500000 Penalty: 3401.565430
	Iteration 5F: 3 clusters Score -3553698 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3555316.750000 Penalty: 3401.565430
	Iteration 6F: 3 clusters Score -3555317 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3556924.250000 Penalty: 3401.565430
	Iteration 7F: 3 clusters Score -3556924 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3558091.500000 Penalty: 3401.565430
	Iteration 8F: 3 clusters Score -3558092 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3558865.250000 Penalty: 3401.565430
	Iteration 9Q: 3 clusters Score -3558865 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -3559311.750000 Penalty: 3401.565430
	Iteration 10Q: 3 clusters Score -3559312 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3559594.000000 Penalty: 3401.565430
	Iteration 11Q: 3 clusters Score -3559594 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3559803.250000 Penalty: 3401.565430
	Iteration 12Q: 3 clusters Score -3559803 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3559977.500000 Penalty: 3401.565430
	Iteration 13Q: 3 clusters Score -3559978 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3560126.750000 Penalty: 3401.565430
	Iteration 14Q: 3 clusters Score -3560127 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3560286.500000 Penalty: 3401.565430
	Iteration 15Q: 3 clusters Score -3560286 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3560449.750000 Penalty: 3401.565430
	Iteration 16Q: 3 clusters Score -3560450 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3560603.250000 Penalty: 3401.565430
	Iteration 17Q: 3 clusters Score -3560603 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3560764.000000 Penalty: 3401.565430
	Iteration 18Q: 3 clusters Score -3560764 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3560915.000000 Penalty: 3401.565430
	Iteration 19Q: 3 clusters Score -3560915 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3561088.250000 Penalty: 3401.565430
	Iteration 20F: 3 clusters Score -3561088 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3561189.000000 Penalty: 3401.565430
	Iteration 21Q: 3 clusters Score -3561189 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3561301.250000 Penalty: 3401.565430
	Iteration 22Q: 3 clusters Score -3561301 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3561385.750000 Penalty: 3401.565430
	Iteration 23Q: 3 clusters Score -3561386 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3561444.500000 Penalty: 3401.565430
	Iteration 24Q: 3 clusters Score -3561444 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3561507.000000 Penalty: 3401.565430
	Iteration 25Q: 3 clusters Score -3561507 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3561559.250000 Penalty: 3401.565430
	Iteration 26Q: 3 clusters Score -3561559 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3561592.000000 Penalty: 3401.565430
	Iteration 27Q: 3 clusters Score -3561592 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3561612.750000 Penalty: 3401.565430
	Iteration 28Q: 3 clusters Score -3561613 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3561632.500000 Penalty: 3401.565430
	Iteration 29Q: 3 clusters Score -3561632 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3561642.750000 Penalty: 3401.565430
	Iteration 30Q: 3 clusters Score -3561643 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3561673.000000 Penalty: 3401.565430
	Iteration 31Q: 3 clusters Score -3561673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3561668.250000 Penalty: 3401.565430
	Iteration 32Q: 3 clusters Score -3561668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3561670.250000 Penalty: 3401.565430
	Iteration 33Q: 3 clusters Score -3561670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3561682.250000 Penalty: 3401.565430
	Iteration 34Q: 3 clusters Score -3561682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3561701.250000 Penalty: 3401.565430
	Iteration 35Q: 3 clusters Score -3561701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3561703.750000 Penalty: 3401.565430
	Iteration 36Q: 3 clusters Score -3561704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3561718.500000 Penalty: 3401.565430
	Iteration 37Q: 3 clusters Score -3561718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3561724.750000 Penalty: 3401.565430
	Iteration 38Q: 3 clusters Score -3561725 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3561717.500000 Penalty: 3401.565430
	Iteration 39Q: 3 clusters Score -3561718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3561729.000000 Penalty: 3401.565430
	Iteration 40F: 3 clusters Score -3561729 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3561755.000000 Penalty: 3401.565430
	Iteration 41Q: 3 clusters Score -3561755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3561760.500000 Penalty: 3401.565430
	Iteration 42Q: 3 clusters Score -3561760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3561769.250000 Penalty: 3401.565430
	Iteration 43Q: 3 clusters Score -3561769 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3561798.250000 Penalty: 3401.565430
	Iteration 44Q: 3 clusters Score -3561798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3561811.500000 Penalty: 3401.565430
	Iteration 45Q: 3 clusters Score -3561812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3561814.750000 Penalty: 3401.565430
	Iteration 46Q: 3 clusters Score -3561815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3561836.250000 Penalty: 3401.565430
	Iteration 47Q: 3 clusters Score -3561836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3561842.500000 Penalty: 3401.565430
	Iteration 48Q: 3 clusters Score -3561842 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3561857.750000 Penalty: 3401.565430
	Iteration 49Q: 3 clusters Score -3561858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3561877.500000 Penalty: 3401.565430
	Iteration 50Q: 3 clusters Score -3561878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3561900.250000 Penalty: 3401.565430
	Iteration 51Q: 3 clusters Score -3561900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3561934.250000 Penalty: 3401.565430
	Iteration 52Q: 3 clusters Score -3561934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3561942.750000 Penalty: 3401.565430
	Iteration 53Q: 3 clusters Score -3561943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3561949.500000 Penalty: 3401.565430
	Iteration 54Q: 3 clusters Score -3561950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3561955.000000 Penalty: 3401.565430
	Iteration 55Q: 3 clusters Score -3561955 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3561999.000000 Penalty: 3401.565430
	Iteration 56Q: 3 clusters Score -3561999 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3562013.500000 Penalty: 3401.565430
	Iteration 57Q: 3 clusters Score -3562014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3562029.500000 Penalty: 3401.565430
	Iteration 58Q: 3 clusters Score -3562030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3562060.500000 Penalty: 3401.565430
	Iteration 59Q: 3 clusters Score -3562060 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3562084.500000 Penalty: 3401.565430
	Iteration 60F: 3 clusters Score -3562084 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3562090.000000 Penalty: 3401.565430
	Iteration 61Q: 3 clusters Score -3562090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3562112.500000 Penalty: 3401.565430
	Iteration 62Q: 3 clusters Score -3562112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3562116.500000 Penalty: 3401.565430
	Iteration 63Q: 3 clusters Score -3562116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3562121.750000 Penalty: 3401.565430
	Iteration 64Q: 3 clusters Score -3562122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3562126.750000 Penalty: 3401.565430
	Iteration 65Q: 3 clusters Score -3562127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3562154.250000 Penalty: 3401.565430
	Iteration 66Q: 3 clusters Score -3562154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3562169.000000 Penalty: 3401.565430
	Iteration 67Q: 3 clusters Score -3562169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3562174.500000 Penalty: 3401.565430
	Iteration 68Q: 3 clusters Score -3562174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -3562203.000000 Penalty: 3401.565430
	Iteration 69Q: 3 clusters Score -3562203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3562238.750000 Penalty: 3401.565430
	Iteration 70Q: 3 clusters Score -3562239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3562238.500000 Penalty: 3401.565430
	Iteration 71Q: 3 clusters Score -3562238 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3562236.500000 Penalty: 3401.565430
	Iteration 72Q: 3 clusters Score -3562236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3562249.500000 Penalty: 3401.565430
	Iteration 73Q: 3 clusters Score -3562250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3562259.000000 Penalty: 3401.565430
	Iteration 74Q: 3 clusters Score -3562259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3562274.750000 Penalty: 3401.565430
	Iteration 75Q: 3 clusters Score -3562275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3562288.000000 Penalty: 3401.565430
	Iteration 76Q: 3 clusters Score -3562288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3562312.500000 Penalty: 3401.565430
	Iteration 77Q: 3 clusters Score -3562312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3562325.000000 Penalty: 3401.565430
	Iteration 78Q: 3 clusters Score -3562325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3562335.500000 Penalty: 3401.565430
	Iteration 79Q: 3 clusters Score -3562336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3562353.500000 Penalty: 3401.565430
	Iteration 80F: 3 clusters Score -3562354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3562363.000000 Penalty: 3401.565430
	Iteration 81Q: 3 clusters Score -3562363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3562355.500000 Penalty: 3401.565430
	Iteration 82Q: 3 clusters Score -3562356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3562359.750000 Penalty: 3401.565430
	Iteration 83Q: 3 clusters Score -3562360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3562365.000000 Penalty: 3401.565430
	Iteration 84Q: 3 clusters Score -3562365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3562372.250000 Penalty: 3401.565430
	Iteration 85Q: 3 clusters Score -3562372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3562374.000000 Penalty: 3401.565430
	Iteration 86Q: 3 clusters Score -3562374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3562373.000000 Penalty: 3401.565430
	Iteration 87Q: 3 clusters Score -3562373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3562372.250000 Penalty: 3401.565430
	Iteration 88Q: 3 clusters Score -3562372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3562381.000000 Penalty: 3401.565430
	Iteration 89Q: 3 clusters Score -3562381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3562385.750000 Penalty: 3401.565430
	Iteration 90Q: 3 clusters Score -3562386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3562385.500000 Penalty: 3401.565430
	Iteration 91Q: 3 clusters Score -3562386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3562391.500000 Penalty: 3401.565430
	Iteration 92Q: 3 clusters Score -3562392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3562388.500000 Penalty: 3401.565430
	Iteration 93Q: 3 clusters Score -3562388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3562395.500000 Penalty: 3401.565430
	Iteration 94Q: 3 clusters Score -3562396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3562395.750000 Penalty: 3401.565430
	Iteration 95Q: 3 clusters Score -3562396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3562398.500000 Penalty: 3401.565430
	Iteration 96Q: 3 clusters Score -3562398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3562400.750000 Penalty: 3401.565430
	Iteration 97Q: 3 clusters Score -3562401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3562396.000000 Penalty: 3401.565430
	Iteration 98Q: 3 clusters Score -3562396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3562398.000000 Penalty: 3401.565430
	Iteration 99Q: 3 clusters Score -3562398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3562397.750000 Penalty: 3401.565430
	Iteration 100F: 3 clusters Score -3562398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3562395.500000 Penalty: 3401.565430
	Iteration 101Q: 3 clusters Score -3562396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3562398.500000 Penalty: 3401.565430
	Iteration 102Q: 3 clusters Score -3562398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3562398.750000 Penalty: 3401.565430
	Iteration 103Q: 3 clusters Score -3562399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3562396.250000 Penalty: 3401.565430
	Iteration 104Q: 3 clusters Score -3562396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3562395.000000 Penalty: 3401.565430
	Iteration 105Q: 3 clusters Score -3562395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3562393.250000 Penalty: 3401.565430
	Iteration 106Q: 3 clusters Score -3562393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3562392.500000 Penalty: 3401.565430
	Iteration 107Q: 3 clusters Score -3562392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3562392.500000 Penalty: 3401.565430
	Iteration 108F: 3 clusters Score -3562392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Entering Unmasked Estep 
Score: -1234245.625000 Penalty: 1524.236084
	Iteration 0F: 2 clusters Score -1234246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1225852.000000 Penalty: 3048.472168
	Iteration 0F: 3 clusters Score -1225852 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1228613.875000 Penalty: 3048.472168
	Iteration 1F: 3 clusters Score -1228614 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1228918.125000 Penalty: 3048.472168
	Iteration 2F: 3 clusters Score -1228918 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1229178.000000 Penalty: 3048.472168
	Iteration 3F: 3 clusters Score -1229178 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1229421.875000 Penalty: 3048.472168
	Iteration 4Q: 3 clusters Score -1229422 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1229643.875000 Penalty: 3048.472168
	Iteration 5Q: 3 clusters Score -1229644 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1229862.375000 Penalty: 3048.472168
	Iteration 6Q: 3 clusters Score -1229862 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1230079.375000 Penalty: 3048.472168
	Iteration 7Q: 3 clusters Score -1230079 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1230299.375000 Penalty: 3048.472168
	Iteration 8Q: 3 clusters Score -1230299 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1230506.750000 Penalty: 3048.472168
	Iteration 9Q: 3 clusters Score -1230507 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1230700.000000 Penalty: 3048.472168
	Iteration 10Q: 3 clusters Score -1230700 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1230902.625000 Penalty: 3048.472168
	Iteration 11Q: 3 clusters Score -1230903 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1231140.500000 Penalty: 3048.472168
	Iteration 12Q: 3 clusters Score -1231140 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1231447.875000 Penalty: 3048.472168
	Iteration 13Q: 3 clusters Score -1231448 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1231814.250000 Penalty: 3048.472168
	Iteration 14Q: 3 clusters Score -1231814 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1232189.125000 Penalty: 3048.472168
	Iteration 15Q: 3 clusters Score -1232189 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1232497.000000 Penalty: 3048.472168
	Iteration 16Q: 3 clusters Score -1232497 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1232758.625000 Penalty: 3048.472168
	Iteration 17Q: 3 clusters Score -1232759 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1232941.875000 Penalty: 3048.472168
	Iteration 18Q: 3 clusters Score -1232942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1233090.625000 Penalty: 3048.472168
	Iteration 19Q: 3 clusters Score -1233091 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1233203.625000 Penalty: 3048.472168
	Iteration 20F: 3 clusters Score -1233204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1233282.500000 Penalty: 3048.472168
	Iteration 21Q: 3 clusters Score -1233282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1233325.250000 Penalty: 3048.472168
	Iteration 22Q: 3 clusters Score -1233325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1233356.375000 Penalty: 3048.472168
	Iteration 23Q: 3 clusters Score -1233356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1233378.125000 Penalty: 3048.472168
	Iteration 24Q: 3 clusters Score -1233378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1233391.000000 Penalty: 3048.472168
	Iteration 25Q: 3 clusters Score -1233391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1233400.875000 Penalty: 3048.472168
	Iteration 26Q: 3 clusters Score -1233401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1233411.125000 Penalty: 3048.472168
	Iteration 27Q: 3 clusters Score -1233411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1233409.875000 Penalty: 3048.472168
	Iteration 28Q: 3 clusters Score -1233410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1233414.500000 Penalty: 3048.472168
	Iteration 29Q: 3 clusters Score -1233414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1233419.500000 Penalty: 3048.472168
	Iteration 30Q: 3 clusters Score -1233420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1233423.500000 Penalty: 3048.472168
	Iteration 31Q: 3 clusters Score -1233424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1233425.000000 Penalty: 3048.472168
	Iteration 32Q: 3 clusters Score -1233425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1233424.500000 Penalty: 3048.472168
	Iteration 33Q: 3 clusters Score -1233424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1233427.000000 Penalty: 3048.472168
	Iteration 34Q: 3 clusters Score -1233427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1233428.250000 Penalty: 3048.472168
	Iteration 35Q: 3 clusters Score -1233428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1233428.625000 Penalty: 3048.472168
	Iteration 36Q: 3 clusters Score -1233429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1233430.250000 Penalty: 3048.472168
	Iteration 37Q: 3 clusters Score -1233430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1233433.500000 Penalty: 3048.472168
	Iteration 38Q: 3 clusters Score -1233434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1233433.375000 Penalty: 3048.472168
	Iteration 39Q: 3 clusters Score -1233433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1233434.625000 Penalty: 3048.472168
	Iteration 40F: 3 clusters Score -1233435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1233434.250000 Penalty: 3048.472168
	Iteration 41Q: 3 clusters Score -1233434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1233436.125000 Penalty: 3048.472168
	Iteration 42Q: 3 clusters Score -1233436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1233435.875000 Penalty: 3048.472168
	Iteration 43Q: 3 clusters Score -1233436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1233435.625000 Penalty: 3048.472168
	Iteration 44Q: 3 clusters Score -1233436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1233436.125000 Penalty: 3048.472168
	Iteration 45Q: 3 clusters Score -1233436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1233437.750000 Penalty: 3048.472168
	Iteration 46Q: 3 clusters Score -1233438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1233437.750000 Penalty: 3048.472168
	Iteration 47F: 3 clusters Score -1233438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Entering Unmasked Estep 
Score: -2061976.625000 Penalty: 1606.365112
	Iteration 0F: 2 clusters Score -2061977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2048508.500000 Penalty: 3212.730225
	Iteration 0F: 3 clusters Score -2048508 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2053282.250000 Penalty: 3212.730225
	Iteration 1F: 3 clusters Score -2053282 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2053616.500000 Penalty: 3212.730225
	Iteration 2F: 3 clusters Score -2053616 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2053906.750000 Penalty: 3212.730225
	Iteration 3Q: 3 clusters Score -2053907 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2054198.125000 Penalty: 3212.730225
	Iteration 4Q: 3 clusters Score -2054198 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2054506.125000 Penalty: 3212.730225
	Iteration 5Q: 3 clusters Score -2054506 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2054845.375000 Penalty: 3212.730225
	Iteration 6Q: 3 clusters Score -2054845 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2055224.500000 Penalty: 3212.730225
	Iteration 7Q: 3 clusters Score -2055224 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2055663.125000 Penalty: 3212.730225
	Iteration 8Q: 3 clusters Score -2055663 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2056076.375000 Penalty: 3212.730225
	Iteration 9Q: 3 clusters Score -2056076 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2056406.750000 Penalty: 3212.730225
	Iteration 10Q: 3 clusters Score -2056407 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2056707.750000 Penalty: 3212.730225
	Iteration 11Q: 3 clusters Score -2056708 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2056967.875000 Penalty: 3212.730225
	Iteration 12Q: 3 clusters Score -2056968 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2057222.250000 Penalty: 3212.730225
	Iteration 13Q: 3 clusters Score -2057222 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2057475.875000 Penalty: 3212.730225
	Iteration 14Q: 3 clusters Score -2057476 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2057753.500000 Penalty: 3212.730225
	Iteration 15Q: 3 clusters Score -2057754 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2058086.500000 Penalty: 3212.730225
	Iteration 16Q: 3 clusters Score -2058086 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2058453.875000 Penalty: 3212.730225
	Iteration 17Q: 3 clusters Score -2058454 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2058803.125000 Penalty: 3212.730225
	Iteration 18Q: 3 clusters Score -2058803 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2059139.250000 Penalty: 3212.730225
	Iteration 19Q: 3 clusters Score -2059139 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2059479.000000 Penalty: 3212.730225
	Iteration 20F: 3 clusters Score -2059479 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2059745.125000 Penalty: 3212.730225
	Iteration 21Q: 3 clusters Score -2059745 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2059959.875000 Penalty: 3212.730225
	Iteration 22Q: 3 clusters Score -2059960 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2060146.625000 Penalty: 3212.730225
	Iteration 23Q: 3 clusters Score -2060147 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2060293.500000 Penalty: 3212.730225
	Iteration 24Q: 3 clusters Score -2060294 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2060400.500000 Penalty: 3212.730225
	Iteration 25Q: 3 clusters Score -2060400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2060473.875000 Penalty: 3212.730225
	Iteration 26Q: 3 clusters Score -2060474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2060527.875000 Penalty: 3212.730225
	Iteration 27Q: 3 clusters Score -2060528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2060558.500000 Penalty: 3212.730225
	Iteration 28Q: 3 clusters Score -2060558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2060587.125000 Penalty: 3212.730225
	Iteration 29Q: 3 clusters Score -2060587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2060613.750000 Penalty: 3212.730225
	Iteration 30Q: 3 clusters Score -2060614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2060628.500000 Penalty: 3212.730225
	Iteration 31Q: 3 clusters Score -2060628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2060647.750000 Penalty: 3212.730225
	Iteration 32Q: 3 clusters Score -2060648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2060660.125000 Penalty: 3212.730225
	Iteration 33Q: 3 clusters Score -2060660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2060666.625000 Penalty: 3212.730225
	Iteration 34Q: 3 clusters Score -2060667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2060676.625000 Penalty: 3212.730225
	Iteration 35Q: 3 clusters Score -2060677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2060683.000000 Penalty: 3212.730225
	Iteration 36Q: 3 clusters Score -2060683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2060691.625000 Penalty: 3212.730225
	Iteration 37Q: 3 clusters Score -2060692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2060698.750000 Penalty: 3212.730225
	Iteration 38Q: 3 clusters Score -2060699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2060703.375000 Penalty: 3212.730225
	Iteration 39Q: 3 clusters Score -2060703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2060706.625000 Penalty: 3212.730225
	Iteration 40F: 3 clusters Score -2060707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2060709.500000 Penalty: 3212.730225
	Iteration 41Q: 3 clusters Score -2060710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2060715.250000 Penalty: 3212.730225
	Iteration 42Q: 3 clusters Score -2060715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2060723.625000 Penalty: 3212.730225
	Iteration 43Q: 3 clusters Score -2060724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2060724.000000 Penalty: 3212.730225
	Iteration 44Q: 3 clusters Score -2060724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2060724.750000 Penalty: 3212.730225
	Iteration 45Q: 3 clusters Score -2060725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2060725.000000 Penalty: 3212.730225
	Iteration 46Q: 3 clusters Score -2060725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2060727.250000 Penalty: 3212.730225
	Iteration 47Q: 3 clusters Score -2060727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2060728.500000 Penalty: 3212.730225
	Iteration 48Q: 3 clusters Score -2060728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2060728.125000 Penalty: 3212.730225
	Iteration 49Q: 3 clusters Score -2060728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2060729.125000 Penalty: 3212.730225
	Iteration 50Q: 3 clusters Score -2060729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2060730.750000 Penalty: 3212.730225
	Iteration 51Q: 3 clusters Score -2060731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2060731.375000 Penalty: 3212.730225
	Iteration 52Q: 3 clusters Score -2060731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2060730.250000 Penalty: 3212.730225
	Iteration 53Q: 3 clusters Score -2060730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2060730.250000 Penalty: 3212.730225
	Iteration 54F: 3 clusters Score -2060730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Entering Unmasked Estep 
Score: -5610674.500000 Penalty: 1769.096191
	Iteration 0F: 2 clusters Score -5610674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5574869.000000 Penalty: 3538.192383
	Iteration 0F: 3 clusters Score -5574869 nChanged 25205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -5589300.500000 Penalty: 3538.192383
	Iteration 1F: 3 clusters Score -5589300 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5589796.500000 Penalty: 3538.192383
	Iteration 2Q: 3 clusters Score -5589796 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -5590458.000000 Penalty: 3538.192383
	Iteration 3Q: 3 clusters Score -5590458 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5591426.000000 Penalty: 3538.192383
	Iteration 4Q: 3 clusters Score -5591426 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5592842.500000 Penalty: 3538.192383
	Iteration 5F: 3 clusters Score -5592842 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5594999.500000 Penalty: 3538.192383
	Iteration 6F: 3 clusters Score -5595000 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5597556.500000 Penalty: 3538.192383
	Iteration 7F: 3 clusters Score -5597556 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -5599891.000000 Penalty: 3538.192383
	Iteration 8F: 3 clusters Score -5599891 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5601881.500000 Penalty: 3538.192383
	Iteration 9F: 3 clusters Score -5601882 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -5603523.000000 Penalty: 3538.192383
	Iteration 10Q: 3 clusters Score -5603523 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -5604873.000000 Penalty: 3538.192383
	Iteration 11Q: 3 clusters Score -5604873 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -5606019.500000 Penalty: 3538.192383
	Iteration 12Q: 3 clusters Score -5606020 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -5606975.000000 Penalty: 3538.192383
	Iteration 13Q: 3 clusters Score -5606975 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -5607706.500000 Penalty: 3538.192383
	Iteration 14Q: 3 clusters Score -5607706 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -5608164.500000 Penalty: 3538.192383
	Iteration 15Q: 3 clusters Score -5608164 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -5608555.500000 Penalty: 3538.192383
	Iteration 16Q: 3 clusters Score -5608556 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -5608756.000000 Penalty: 3538.192383
	Iteration 17Q: 3 clusters Score -5608756 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -5608902.500000 Penalty: 3538.192383
	Iteration 18Q: 3 clusters Score -5608902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -5608980.000000 Penalty: 3538.192383
	Iteration 19Q: 3 clusters Score -5608980 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -5609036.500000 Penalty: 3538.192383
	Iteration 20F: 3 clusters Score -5609036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -5609077.000000 Penalty: 3538.192383
	Iteration 21Q: 3 clusters Score -5609077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -5609089.500000 Penalty: 3538.192383
	Iteration 22Q: 3 clusters Score -5609090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -5609113.500000 Penalty: 3538.192383
	Iteration 23Q: 3 clusters Score -5609114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -5609120.000000 Penalty: 3538.192383
	Iteration 24Q: 3 clusters Score -5609120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -5609131.500000 Penalty: 3538.192383
	Iteration 25Q: 3 clusters Score -5609132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -5609136.000000 Penalty: 3538.192383
	Iteration 26Q: 3 clusters Score -5609136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -5609133.500000 Penalty: 3538.192383
	Iteration 27Q: 3 clusters Score -5609134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -5609143.000000 Penalty: 3538.192383
	Iteration 28Q: 3 clusters Score -5609143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -5609146.500000 Penalty: 3538.192383
	Iteration 29Q: 3 clusters Score -5609146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -5609147.000000 Penalty: 3538.192383
	Iteration 30Q: 3 clusters Score -5609147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -5609149.000000 Penalty: 3538.192383
	Iteration 31Q: 3 clusters Score -5609149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -5609155.000000 Penalty: 3538.192383
	Iteration 32Q: 3 clusters Score -5609155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -5609156.500000 Penalty: 3538.192383
	Iteration 33Q: 3 clusters Score -5609156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -5609155.500000 Penalty: 3538.192383
	Iteration 34Q: 3 clusters Score -5609156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -5609153.000000 Penalty: 3538.192383
	Iteration 35Q: 3 clusters Score -5609153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -5609153.000000 Penalty: 3538.192383
	Iteration 36F: 3 clusters Score -5609153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Entering Unmasked Estep 
Score: -3138600.250000 Penalty: 1680.139526
	Iteration 0F: 2 clusters Score -3138600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3117976.250000 Penalty: 3360.279053
	Iteration 0F: 3 clusters Score -3117976 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3125789.750000 Penalty: 3360.279053
	Iteration 1F: 3 clusters Score -3125790 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3126224.500000 Penalty: 3360.279053
	Iteration 2Q: 3 clusters Score -3126224 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3126639.250000 Penalty: 3360.279053
	Iteration 3Q: 3 clusters Score -3126639 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3127142.000000 Penalty: 3360.279053
	Iteration 4Q: 3 clusters Score -3127142 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3127629.000000 Penalty: 3360.279053
	Iteration 5Q: 3 clusters Score -3127629 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3128265.500000 Penalty: 3360.279053
	Iteration 6Q: 3 clusters Score -3128266 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3128965.500000 Penalty: 3360.279053
	Iteration 7Q: 3 clusters Score -3128966 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3129871.750000 Penalty: 3360.279053
	Iteration 8Q: 3 clusters Score -3129872 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3130945.750000 Penalty: 3360.279053
	Iteration 9F: 3 clusters Score -3130946 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3131934.250000 Penalty: 3360.279053
	Iteration 10F: 3 clusters Score -3131934 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3132698.750000 Penalty: 3360.279053
	Iteration 11Q: 3 clusters Score -3132699 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3133253.000000 Penalty: 3360.279053
	Iteration 12Q: 3 clusters Score -3133253 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3133628.750000 Penalty: 3360.279053
	Iteration 13Q: 3 clusters Score -3133629 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3133891.750000 Penalty: 3360.279053
	Iteration 14Q: 3 clusters Score -3133892 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3134096.500000 Penalty: 3360.279053
	Iteration 15Q: 3 clusters Score -3134096 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3134283.000000 Penalty: 3360.279053
	Iteration 16Q: 3 clusters Score -3134283 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3134426.250000 Penalty: 3360.279053
	Iteration 17Q: 3 clusters Score -3134426 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3134609.500000 Penalty: 3360.279053
	Iteration 18Q: 3 clusters Score -3134610 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3134798.750000 Penalty: 3360.279053
	Iteration 19Q: 3 clusters Score -3134799 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3135020.750000 Penalty: 3360.279053
	Iteration 20F: 3 clusters Score -3135021 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3135213.750000 Penalty: 3360.279053
	Iteration 21Q: 3 clusters Score -3135214 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3135389.000000 Penalty: 3360.279053
	Iteration 22Q: 3 clusters Score -3135389 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3135545.500000 Penalty: 3360.279053
	Iteration 23Q: 3 clusters Score -3135546 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3135690.250000 Penalty: 3360.279053
	Iteration 24Q: 3 clusters Score -3135690 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3135826.000000 Penalty: 3360.279053
	Iteration 25Q: 3 clusters Score -3135826 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3135937.000000 Penalty: 3360.279053
	Iteration 26Q: 3 clusters Score -3135937 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3135999.250000 Penalty: 3360.279053
	Iteration 27Q: 3 clusters Score -3135999 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3136070.250000 Penalty: 3360.279053
	Iteration 28Q: 3 clusters Score -3136070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3136103.000000 Penalty: 3360.279053
	Iteration 29Q: 3 clusters Score -3136103 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3136125.000000 Penalty: 3360.279053
	Iteration 30Q: 3 clusters Score -3136125 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3136159.500000 Penalty: 3360.279053
	Iteration 31Q: 3 clusters Score -3136160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3136167.250000 Penalty: 3360.279053
	Iteration 32Q: 3 clusters Score -3136167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3136175.750000 Penalty: 3360.279053
	Iteration 33Q: 3 clusters Score -3136176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3136173.000000 Penalty: 3360.279053
	Iteration 34Q: 3 clusters Score -3136173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3136170.750000 Penalty: 3360.279053
	Iteration 35Q: 3 clusters Score -3136171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3136182.750000 Penalty: 3360.279053
	Iteration 36Q: 3 clusters Score -3136183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3136187.000000 Penalty: 3360.279053
	Iteration 37Q: 3 clusters Score -3136187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3136192.750000 Penalty: 3360.279053
	Iteration 38Q: 3 clusters Score -3136193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3136193.250000 Penalty: 3360.279053
	Iteration 39Q: 3 clusters Score -3136193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3136198.000000 Penalty: 3360.279053
	Iteration 40F: 3 clusters Score -3136198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3136196.250000 Penalty: 3360.279053
	Iteration 41Q: 3 clusters Score -3136196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3136207.500000 Penalty: 3360.279053
	Iteration 42Q: 3 clusters Score -3136208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3136215.750000 Penalty: 3360.279053
	Iteration 43Q: 3 clusters Score -3136216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3136212.250000 Penalty: 3360.279053
	Iteration 44Q: 3 clusters Score -3136212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3136212.750000 Penalty: 3360.279053
	Iteration 45Q: 3 clusters Score -3136213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3136221.250000 Penalty: 3360.279053
	Iteration 46Q: 3 clusters Score -3136221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3136207.500000 Penalty: 3360.279053
	Iteration 47Q: 3 clusters Score -3136208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3136208.250000 Penalty: 3360.279053
	Iteration 48Q: 3 clusters Score -3136208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3136211.000000 Penalty: 3360.279053
	Iteration 49Q: 3 clusters Score -3136211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3136210.750000 Penalty: 3360.279053
	Iteration 50Q: 3 clusters Score -3136211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3136214.500000 Penalty: 3360.279053
	Iteration 51Q: 3 clusters Score -3136214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3136211.000000 Penalty: 3360.279053
	Iteration 52Q: 3 clusters Score -3136211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3136217.500000 Penalty: 3360.279053
	Iteration 53Q: 3 clusters Score -3136218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3136224.250000 Penalty: 3360.279053
	Iteration 54Q: 3 clusters Score -3136224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3136230.750000 Penalty: 3360.279053
	Iteration 55Q: 3 clusters Score -3136231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3136235.750000 Penalty: 3360.279053
	Iteration 56Q: 3 clusters Score -3136236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3136229.750000 Penalty: 3360.279053
	Iteration 57Q: 3 clusters Score -3136230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3136237.750000 Penalty: 3360.279053
	Iteration 58Q: 3 clusters Score -3136238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3136238.750000 Penalty: 3360.279053
	Iteration 59Q: 3 clusters Score -3136239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3136244.500000 Penalty: 3360.279053
	Iteration 60F: 3 clusters Score -3136244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3136254.250000 Penalty: 3360.279053
	Iteration 61Q: 3 clusters Score -3136254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3136257.750000 Penalty: 3360.279053
	Iteration 62Q: 3 clusters Score -3136258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3136263.250000 Penalty: 3360.279053
	Iteration 63Q: 3 clusters Score -3136263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3136260.000000 Penalty: 3360.279053
	Iteration 64Q: 3 clusters Score -3136260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3136262.500000 Penalty: 3360.279053
	Iteration 65Q: 3 clusters Score -3136262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3136276.000000 Penalty: 3360.279053
	Iteration 66Q: 3 clusters Score -3136276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3136291.250000 Penalty: 3360.279053
	Iteration 67Q: 3 clusters Score -3136291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3136288.250000 Penalty: 3360.279053
	Iteration 68Q: 3 clusters Score -3136288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3136300.500000 Penalty: 3360.279053
	Iteration 69Q: 3 clusters Score -3136300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3136307.500000 Penalty: 3360.279053
	Iteration 70Q: 3 clusters Score -3136308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3136314.500000 Penalty: 3360.279053
	Iteration 71Q: 3 clusters Score -3136314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3136335.250000 Penalty: 3360.279053
	Iteration 72Q: 3 clusters Score -3136335 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3136351.250000 Penalty: 3360.279053
	Iteration 73Q: 3 clusters Score -3136351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3136367.000000 Penalty: 3360.279053
	Iteration 74Q: 3 clusters Score -3136367 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3136380.750000 Penalty: 3360.279053
	Iteration 75Q: 3 clusters Score -3136381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3136404.250000 Penalty: 3360.279053
	Iteration 76Q: 3 clusters Score -3136404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3136422.250000 Penalty: 3360.279053
	Iteration 77Q: 3 clusters Score -3136422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3136437.250000 Penalty: 3360.279053
	Iteration 78Q: 3 clusters Score -3136437 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3136447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3136472.750000 Penalty: 3360.279053
	Iteration 80F: 3 clusters Score -3136473 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3136499.500000 Penalty: 3360.279053
	Iteration 81Q: 3 clusters Score -3136500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3136529 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3136546 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3136542.500000 Penalty: 3360.279053
	Iteration 84Q: 3 clusters Score -3136542 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3136577.250000 Penalty: 3360.279053
	Iteration 85Q: 3 clusters Score -3136577 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3136591.000000 Penalty: 3360.279053
	Iteration 86Q: 3 clusters Score -3136591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3136609.000000 Penalty: 3360.279053
	Iteration 87Q: 3 clusters Score -3136609 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3136636.250000 Penalty: 3360.279053
	Iteration 88Q: 3 clusters Score -3136636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3136655.250000 Penalty: 3360.279053
	Iteration 89Q: 3 clusters Score -3136655 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3136695.750000 Penalty: 3360.279053
	Iteration 90Q: 3 clusters Score -3136696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3136725.000000 Penalty: 3360.279053
	Iteration 91Q: 3 clusters Score -3136725 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3136753.750000 Penalty: 3360.279053
	Iteration 92Q: 3 clusters Score -3136754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3136772 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3136812 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3136844 nChanged 194
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Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3136870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3136907.500000 Penalty: 3360.279053
	Iteration 97Q: 3 clusters Score -3136908 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3136923.750000 Penalty: 3360.279053
	Iteration 98Q: 3 clusters Score -3136924 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3136942.000000 Penalty: 3360.279053
	Iteration 99Q: 3 clusters Score -3136942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3136977.000000 Penalty: 3360.279053
	Iteration 100F: 3 clusters Score -3136977 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3137007.500000 Penalty: 3360.279053
	Iteration 101Q: 3 clusters Score -3137008 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3137035.000000 Penalty: 3360.279053
	Iteration 102Q: 3 clusters Score -3137035 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3137072 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3137096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3137120.000000 Penalty: 3360.279053
	Iteration 105Q: 3 clusters Score -3137120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3137132.250000 Penalty: 3360.279053
	Iteration 106Q: 3 clusters Score -3137132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3137145.250000 Penalty: 3360.279053
	Iteration 107Q: 3 clusters Score -3137145 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3137157.750000 Penalty: 3360.279053
	Iteration 108Q: 3 clusters Score -3137158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3137175.250000 Penalty: 3360.279053
	Iteration 109Q: 3 clusters Score -3137175 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3137192.500000 Penalty: 3360.279053
	Iteration 110Q: 3 clusters Score -3137192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3137215.250000 Penalty: 3360.279053
	Iteration 111Q: 3 clusters Score -3137215 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3137228.500000 Penalty: 3360.279053
	Iteration 112Q: 3 clusters Score -3137228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3137243.500000 Penalty: 3360.279053
	Iteration 113Q: 3 clusters Score -3137244 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3137255.500000 Penalty: 3360.279053
	Iteration 114Q: 3 clusters Score -3137256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3137269.750000 Penalty: 3360.279053
	Iteration 115Q: 3 clusters Score -3137270 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3137291.750000 Penalty: 3360.279053
	Iteration 116Q: 3 clusters Score -3137292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3137315.500000 Penalty: 3360.279053
	Iteration 117Q: 3 clusters Score -3137316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3137313.750000 Penalty: 3360.279053
	Iteration 118Q: 3 clusters Score -3137314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3137338.000000 Penalty: 3360.279053
	Iteration 119Q: 3 clusters Score -3137338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3137356.000000 Penalty: 3360.279053
	Iteration 120F: 3 clusters Score -3137356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3137374.500000 Penalty: 3360.279053
	Iteration 121Q: 3 clusters Score -3137374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3137394.500000 Penalty: 3360.279053
	Iteration 122Q: 3 clusters Score -3137394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3137406.000000 Penalty: 3360.279053
	Iteration 123Q: 3 clusters Score -3137406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3137426.250000 Penalty: 3360.279053
	Iteration 124Q: 3 clusters Score -3137426 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3137448.500000 Penalty: 3360.279053
	Iteration 125Q: 3 clusters Score -3137448 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3137456.000000 Penalty: 3360.279053
	Iteration 126Q: 3 clusters Score -3137456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3137485.500000 Penalty: 3360.279053
	Iteration 127Q: 3 clusters Score -3137486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3137499.750000 Penalty: 3360.279053
	Iteration 128Q: 3 clusters Score -3137500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3137527.250000 Penalty: 3360.279053
	Iteration 129Q: 3 clusters Score -3137527 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3137547.250000 Penalty: 3360.279053
	Iteration 130Q: 3 clusters Score -3137547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3137574.250000 Penalty: 3360.279053
	Iteration 131Q: 3 clusters Score -3137574 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3137585.750000 Penalty: 3360.279053
	Iteration 132Q: 3 clusters Score -3137586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3137604.000000 Penalty: 3360.279053
	Iteration 133Q: 3 clusters Score -3137604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3137619.250000 Penalty: 3360.279053
	Iteration 134Q: 3 clusters Score -3137619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3137628.750000 Penalty: 3360.279053
	Iteration 135Q: 3 clusters Score -3137629 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3137663.250000 Penalty: 3360.279053
	Iteration 136Q: 3 clusters Score -3137663 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3137670.000000 Penalty: 3360.279053
	Iteration 137Q: 3 clusters Score -3137670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3137681.250000 Penalty: 3360.279053
	Iteration 138Q: 3 clusters Score -3137681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3137692.750000 Penalty: 3360.279053
	Iteration 139Q: 3 clusters Score -3137693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3137702.750000 Penalty: 3360.279053
	Iteration 140F: 3 clusters Score -3137703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3137715.000000 Penalty: 3360.279053
	Iteration 141Q: 3 clusters Score -3137715 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3137735.250000 Penalty: 3360.279053
	Iteration 142Q: 3 clusters Score -3137735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3137736.250000 Penalty: 3360.279053
	Iteration 143Q: 3 clusters Score -3137736 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3137745.750000 Penalty: 3360.279053
	Iteration 144Q: 3 clusters Score -3137746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3137746.750000 Penalty: 3360.279053
	Iteration 145Q: 3 clusters Score -3137747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3137752.250000 Penalty: 3360.279053
	Iteration 146Q: 3 clusters Score -3137752 nChanged 42
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Mstep: Class 1 contains 26712 members 
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Entering Unmasked Estep 
Score: -3137757.250000 Penalty: 3360.279053
	Iteration 147Q: 3 clusters Score -3137757 nChanged 36
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Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3137768.000000 Penalty: 3360.279053
	Iteration 148Q: 3 clusters Score -3137768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3137765.000000 Penalty: 3360.279053
	Iteration 149Q: 3 clusters Score -3137765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3137763.500000 Penalty: 3360.279053
	Iteration 150Q: 3 clusters Score -3137764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3137765.250000 Penalty: 3360.279053
	Iteration 151Q: 3 clusters Score -3137765 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3137763.250000 Penalty: 3360.279053
	Iteration 152Q: 3 clusters Score -3137763 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3137766.750000 Penalty: 3360.279053
	Iteration 153Q: 3 clusters Score -3137767 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3137771.750000 Penalty: 3360.279053
	Iteration 154Q: 3 clusters Score -3137772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3137775.750000 Penalty: 3360.279053
	Iteration 155Q: 3 clusters Score -3137776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3137776.250000 Penalty: 3360.279053
	Iteration 156Q: 3 clusters Score -3137776 nChanged 20
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Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3137781.000000 Penalty: 3360.279053
	Iteration 157Q: 3 clusters Score -3137781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3137788.750000 Penalty: 3360.279053
	Iteration 158Q: 3 clusters Score -3137789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3137792.250000 Penalty: 3360.279053
	Iteration 159Q: 3 clusters Score -3137792 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3137790.500000 Penalty: 3360.279053
	Iteration 160F: 3 clusters Score -3137790 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3137791.000000 Penalty: 3360.279053
	Iteration 161Q: 3 clusters Score -3137791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3137793.750000 Penalty: 3360.279053
	Iteration 162Q: 3 clusters Score -3137794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3137793.250000 Penalty: 3360.279053
	Iteration 163Q: 3 clusters Score -3137793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3137798.250000 Penalty: 3360.279053
	Iteration 164Q: 3 clusters Score -3137798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3137800.750000 Penalty: 3360.279053
	Iteration 165Q: 3 clusters Score -3137801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3137801.750000 Penalty: 3360.279053
	Iteration 166Q: 3 clusters Score -3137802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3137806.500000 Penalty: 3360.279053
	Iteration 167Q: 3 clusters Score -3137806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3137803.750000 Penalty: 3360.279053
	Iteration 168Q: 3 clusters Score -3137804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3137801.250000 Penalty: 3360.279053
	Iteration 169Q: 3 clusters Score -3137801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3137803.000000 Penalty: 3360.279053
	Iteration 170Q: 3 clusters Score -3137803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3137804.500000 Penalty: 3360.279053
	Iteration 171Q: 3 clusters Score -3137804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3137807.000000 Penalty: 3360.279053
	Iteration 172Q: 3 clusters Score -3137807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3137807.000000 Penalty: 3360.279053
	Iteration 173F: 3 clusters Score -3137807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -336936.093750 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -336936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -333956.968750 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -333957 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -334791.906250 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -334791.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -335041.031250 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -335041 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -335213.093750 Penalty: 2644.843750
	Iteration 3F: 3 clusters Score -335213.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -335344.375000 Penalty: 2644.843750
	Iteration 4Q: 3 clusters Score -335344.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -335459.781250 Penalty: 2644.843750
	Iteration 5Q: 3 clusters Score -335459.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -335599.406250 Penalty: 2644.843750
	Iteration 6Q: 3 clusters Score -335599.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -335732.031250 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -335732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -335867.156250 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -335867.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -335992.593750 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -335992.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -336099.937500 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -336099.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -336180.968750 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -336181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -336251.062500 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -336251.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -336332.531250 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -336332.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -336409.187500 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -336409.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -336481.281250 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -336481.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -336525.937500 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -336525.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -336552.906250 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -336552.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -336568.687500 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -336568.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -336587.062500 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -336587.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -336599.937500 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -336599.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -336609.125000 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -336609.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -336613.562500 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -336613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -336615.656250 Penalty: 2644.843750
	Iteration 23Q: 3 clusters Score -336615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -336616.312500 Penalty: 2644.843750
	Iteration 24Q: 3 clusters Score -336616.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -336616.937500 Penalty: 2644.843750
	Iteration 25Q: 3 clusters Score -336616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -336616.656250 Penalty: 2644.843750
	Iteration 26Q: 3 clusters Score -336616.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -336616.656250 Penalty: 2644.843750
	Iteration 27F: 3 clusters Score -336616.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Entering Unmasked Estep 
Score: -7622188.000000 Penalty: 1819.152466
	Iteration 0F: 2 clusters Score -7622188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7573645.000000 Penalty: 3638.304932
	Iteration 0F: 3 clusters Score -7573645 nChanged 34410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -7594035.000000 Penalty: 3638.304932
	Iteration 1F: 3 clusters Score -7594035 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -7595383.000000 Penalty: 3638.304932
	Iteration 2Q: 3 clusters Score -7595383 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -7597135.500000 Penalty: 3638.304932
	Iteration 3F: 3 clusters Score -7597136 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7599112.000000 Penalty: 3638.304932
	Iteration 4F: 3 clusters Score -7599112 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -7601174.500000 Penalty: 3638.304932
	Iteration 5F: 3 clusters Score -7601174 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -7603168.500000 Penalty: 3638.304932
	Iteration 6F: 3 clusters Score -7603168 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -7605068.000000 Penalty: 3638.304932
	Iteration 7F: 3 clusters Score -7605068 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7606905.500000 Penalty: 3638.304932
	Iteration 8Q: 3 clusters Score -7606906 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -7608649.000000 Penalty: 3638.304932
	Iteration 9Q: 3 clusters Score -7608649 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -7609797.500000 Penalty: 3638.304932
	Iteration 10Q: 3 clusters Score -7609798 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -7610480.500000 Penalty: 3638.304932
	Iteration 11Q: 3 clusters Score -7610480 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -7610860.500000 Penalty: 3638.304932
	Iteration 12Q: 3 clusters Score -7610860 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -7611143.500000 Penalty: 3638.304932
	Iteration 13Q: 3 clusters Score -7611144 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -7611408.000000 Penalty: 3638.304932
	Iteration 14Q: 3 clusters Score -7611408 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -7611699.000000 Penalty: 3638.304932
	Iteration 15Q: 3 clusters Score -7611699 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -7611980.500000 Penalty: 3638.304932
	Iteration 16Q: 3 clusters Score -7611980 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -7612213.000000 Penalty: 3638.304932
	Iteration 17Q: 3 clusters Score -7612213 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -7612436.000000 Penalty: 3638.304932
	Iteration 18Q: 3 clusters Score -7612436 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -7612721.500000 Penalty: 3638.304932
	Iteration 19Q: 3 clusters Score -7612722 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -7612994.000000 Penalty: 3638.304932
	Iteration 20F: 3 clusters Score -7612994 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -7613335.500000 Penalty: 3638.304932
	Iteration 21Q: 3 clusters Score -7613336 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -7613655.500000 Penalty: 3638.304932
	Iteration 22Q: 3 clusters Score -7613656 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -7613949.500000 Penalty: 3638.304932
	Iteration 23Q: 3 clusters Score -7613950 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -7614303.000000 Penalty: 3638.304932
	Iteration 24Q: 3 clusters Score -7614303 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -7614680.000000 Penalty: 3638.304932
	Iteration 25Q: 3 clusters Score -7614680 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -7614977.500000 Penalty: 3638.304932
	Iteration 26Q: 3 clusters Score -7614978 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -7615368.500000 Penalty: 3638.304932
	Iteration 27Q: 3 clusters Score -7615368 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -7615687.500000 Penalty: 3638.304932
	Iteration 28Q: 3 clusters Score -7615688 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -7615988.000000 Penalty: 3638.304932
	Iteration 29Q: 3 clusters Score -7615988 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -7616299.500000 Penalty: 3638.304932
	Iteration 30Q: 3 clusters Score -7616300 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7616597.000000 Penalty: 3638.304932
	Iteration 31Q: 3 clusters Score -7616597 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -7616929.500000 Penalty: 3638.304932
	Iteration 32Q: 3 clusters Score -7616930 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -7617263.000000 Penalty: 3638.304932
	Iteration 33Q: 3 clusters Score -7617263 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -7617539.000000 Penalty: 3638.304932
	Iteration 34Q: 3 clusters Score -7617539 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -7617875.000000 Penalty: 3638.304932
	Iteration 35Q: 3 clusters Score -7617875 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -7618140.000000 Penalty: 3638.304932
	Iteration 36Q: 3 clusters Score -7618140 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -7618435.500000 Penalty: 3638.304932
	Iteration 37Q: 3 clusters Score -7618436 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -7618801.000000 Penalty: 3638.304932
	Iteration 38Q: 3 clusters Score -7618801 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -7619083.500000 Penalty: 3638.304932
	Iteration 39Q: 3 clusters Score -7619084 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -7619354.500000 Penalty: 3638.304932
	Iteration 40F: 3 clusters Score -7619354 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -7619601.000000 Penalty: 3638.304932
	Iteration 41Q: 3 clusters Score -7619601 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -7619829.000000 Penalty: 3638.304932
	Iteration 42Q: 3 clusters Score -7619829 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -7620048.500000 Penalty: 3638.304932
	Iteration 43Q: 3 clusters Score -7620048 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -7620166.000000 Penalty: 3638.304932
	Iteration 44Q: 3 clusters Score -7620166 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -7620310.000000 Penalty: 3638.304932
	Iteration 45Q: 3 clusters Score -7620310 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -7620410.000000 Penalty: 3638.304932
	Iteration 46Q: 3 clusters Score -7620410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -7620495.500000 Penalty: 3638.304932
	Iteration 47Q: 3 clusters Score -7620496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -7620563.500000 Penalty: 3638.304932
	Iteration 48Q: 3 clusters Score -7620564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -7620617.500000 Penalty: 3638.304932
	Iteration 49Q: 3 clusters Score -7620618 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -7620658.000000 Penalty: 3638.304932
	Iteration 50Q: 3 clusters Score -7620658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -7620700.500000 Penalty: 3638.304932
	Iteration 51Q: 3 clusters Score -7620700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -7620733.500000 Penalty: 3638.304932
	Iteration 52Q: 3 clusters Score -7620734 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -7620771.000000 Penalty: 3638.304932
	Iteration 53Q: 3 clusters Score -7620771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -7620792.500000 Penalty: 3638.304932
	Iteration 54Q: 3 clusters Score -7620792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -7620830.500000 Penalty: 3638.304932
	Iteration 55Q: 3 clusters Score -7620830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -7620849.500000 Penalty: 3638.304932
	Iteration 56Q: 3 clusters Score -7620850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -7620854.500000 Penalty: 3638.304932
	Iteration 57Q: 3 clusters Score -7620854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -7620873.500000 Penalty: 3638.304932
	Iteration 58Q: 3 clusters Score -7620874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -7620873.500000 Penalty: 3638.304932
	Iteration 59Q: 3 clusters Score -7620874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -7620893.000000 Penalty: 3638.304932
	Iteration 60F: 3 clusters Score -7620893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -7620908.500000 Penalty: 3638.304932
	Iteration 61Q: 3 clusters Score -7620908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -7620916.500000 Penalty: 3638.304932
	Iteration 62Q: 3 clusters Score -7620916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -7620927.500000 Penalty: 3638.304932
	Iteration 63Q: 3 clusters Score -7620928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -7620934.000000 Penalty: 3638.304932
	Iteration 64Q: 3 clusters Score -7620934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -7620935.000000 Penalty: 3638.304932
	Iteration 65Q: 3 clusters Score -7620935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -7620927.000000 Penalty: 3638.304932
	Iteration 66Q: 3 clusters Score -7620927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -7620934.500000 Penalty: 3638.304932
	Iteration 67Q: 3 clusters Score -7620934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -7620935.000000 Penalty: 3638.304932
	Iteration 68Q: 3 clusters Score -7620935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -7620947.500000 Penalty: 3638.304932
	Iteration 69Q: 3 clusters Score -7620948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -7620950.000000 Penalty: 3638.304932
	Iteration 70Q: 3 clusters Score -7620950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -7620952.500000 Penalty: 3638.304932
	Iteration 71Q: 3 clusters Score -7620952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -7620953.000000 Penalty: 3638.304932
	Iteration 72Q: 3 clusters Score -7620953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -7620954.000000 Penalty: 3638.304932
	Iteration 73Q: 3 clusters Score -7620954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -7620954.500000 Penalty: 3638.304932
	Iteration 74Q: 3 clusters Score -7620954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -7620954.500000 Penalty: 3638.304932
	Iteration 75Q: 3 clusters Score -7620954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -7620954.500000 Penalty: 3638.304932
	Iteration 76F: 3 clusters Score -7620954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Entering Unmasked Estep 
Score: -12358757.000000 Penalty: 1897.908936
	Iteration 0F: 2 clusters Score -1.235876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -12279695.000000 Penalty: 3795.817871
	Iteration 0F: 3 clusters Score -1.22797e+07 nChanged 56537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -12313252.000000 Penalty: 3795.817871
	Iteration 1F: 3 clusters Score -1.231325e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -12314822.000000 Penalty: 3795.817871
	Iteration 2Q: 3 clusters Score -1.231482e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -12317141.000000 Penalty: 3795.817871
	Iteration 3Q: 3 clusters Score -1.231714e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -12321224.000000 Penalty: 3795.817871
	Iteration 4F: 3 clusters Score -1.232122e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -12327673.000000 Penalty: 3795.817871
	Iteration 5F: 3 clusters Score -1.232767e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -12336076.000000 Penalty: 3795.817871
	Iteration 6F: 3 clusters Score -1.233608e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -12344426.000000 Penalty: 3795.817871
	Iteration 7F: 3 clusters Score -1.234443e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -12350998.000000 Penalty: 3795.817871
	Iteration 8F: 3 clusters Score -1.2351e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115656 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12354688.000000 Penalty: 3795.817871
	Iteration 9Q: 3 clusters Score -1.235469e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12356227.000000 Penalty: 3795.817871
	Iteration 10Q: 3 clusters Score -1.235623e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117770 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12356764.000000 Penalty: 3795.817871
	Iteration 11Q: 3 clusters Score -1.235676e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12356933.000000 Penalty: 3795.817871
	Iteration 12Q: 3 clusters Score -1.235693e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12356997.000000 Penalty: 3795.817871
	Iteration 13Q: 3 clusters Score -1.2357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117937 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12357041.000000 Penalty: 3795.817871
	Iteration 14Q: 3 clusters Score -1.235704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117944 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12357065.000000 Penalty: 3795.817871
	Iteration 15Q: 3 clusters Score -1.235706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12357068.000000 Penalty: 3795.817871
	Iteration 16Q: 3 clusters Score -1.235707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117951 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12357076.000000 Penalty: 3795.817871
	Iteration 17Q: 3 clusters Score -1.235708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12357078.000000 Penalty: 3795.817871
	Iteration 18Q: 3 clusters Score -1.235708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12357086.000000 Penalty: 3795.817871
	Iteration 19Q: 3 clusters Score -1.235709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12357085.000000 Penalty: 3795.817871
	Iteration 20F: 3 clusters Score -1.235708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12357093.000000 Penalty: 3795.817871
	Iteration 21Q: 3 clusters Score -1.235709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12357101.000000 Penalty: 3795.817871
	Iteration 22Q: 3 clusters Score -1.23571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12357095.000000 Penalty: 3795.817871
	Iteration 23Q: 3 clusters Score -1.23571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12357098.000000 Penalty: 3795.817871
	Iteration 24Q: 3 clusters Score -1.23571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12357101.000000 Penalty: 3795.817871
	Iteration 25Q: 3 clusters Score -1.23571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117960 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12357108.000000 Penalty: 3795.817871
	Iteration 26Q: 3 clusters Score -1.235711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12357121.000000 Penalty: 3795.817871
	Iteration 27Q: 3 clusters Score -1.235712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12357121.000000 Penalty: 3795.817871
	Iteration 28Q: 3 clusters Score -1.235712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12357121.000000 Penalty: 3795.817871
	Iteration 29F: 3 clusters Score -1.235712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Entering Unmasked Estep 
Score: -750375.750000 Penalty: 1439.692749
	Iteration 0F: 2 clusters Score -750375.8 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 3545 members 
Entering Unmasked Estep 
Score: -745070.000000 Penalty: 2879.385498
	Iteration 0F: 3 clusters Score -745070 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -746646.687500 Penalty: 2879.385498
	Iteration 1F: 3 clusters Score -746646.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -746880.000000 Penalty: 2879.385498
	Iteration 2F: 3 clusters Score -746880 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -747043.437500 Penalty: 2879.385498
	Iteration 3F: 3 clusters Score -747043.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -747196.187500 Penalty: 2879.385498
	Iteration 4Q: 3 clusters Score -747196.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -747346.062500 Penalty: 2879.385498
	Iteration 5Q: 3 clusters Score -747346.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -747532.812500 Penalty: 2879.385498
	Iteration 6Q: 3 clusters Score -747532.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -747783.687500 Penalty: 2879.385498
	Iteration 7Q: 3 clusters Score -747783.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -748085.750000 Penalty: 2879.385498
	Iteration 8F: 3 clusters Score -748085.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -748421.500000 Penalty: 2879.385498
	Iteration 9F: 3 clusters Score -748421.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -748718.500000 Penalty: 2879.385498
	Iteration 10F: 3 clusters Score -748718.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -748944.875000 Penalty: 2879.385498
	Iteration 11Q: 3 clusters Score -748944.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -749114.562500 Penalty: 2879.385498
	Iteration 12Q: 3 clusters Score -749114.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -749217.500000 Penalty: 2879.385498
	Iteration 13Q: 3 clusters Score -749217.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -749288.000000 Penalty: 2879.385498
	Iteration 14Q: 3 clusters Score -749288 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -749341.375000 Penalty: 2879.385498
	Iteration 15Q: 3 clusters Score -749341.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -749393.750000 Penalty: 2879.385498
	Iteration 16Q: 3 clusters Score -749393.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -749450.875000 Penalty: 2879.385498
	Iteration 17Q: 3 clusters Score -749450.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -749502.937500 Penalty: 2879.385498
	Iteration 18Q: 3 clusters Score -749502.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -749549.750000 Penalty: 2879.385498
	Iteration 19Q: 3 clusters Score -749549.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -749588.750000 Penalty: 2879.385498
	Iteration 20F: 3 clusters Score -749588.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -749621.437500 Penalty: 2879.385498
	Iteration 21Q: 3 clusters Score -749621.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -749645.812500 Penalty: 2879.385498
	Iteration 22Q: 3 clusters Score -749645.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -749660.500000 Penalty: 2879.385498
	Iteration 23Q: 3 clusters Score -749660.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -749672.437500 Penalty: 2879.385498
	Iteration 24Q: 3 clusters Score -749672.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -749683.937500 Penalty: 2879.385498
	Iteration 25Q: 3 clusters Score -749683.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -749694.312500 Penalty: 2879.385498
	Iteration 26Q: 3 clusters Score -749694.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -749711.500000 Penalty: 2879.385498
	Iteration 27Q: 3 clusters Score -749711.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -749720.812500 Penalty: 2879.385498
	Iteration 28Q: 3 clusters Score -749720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -749726.812500 Penalty: 2879.385498
	Iteration 29Q: 3 clusters Score -749726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -749732.812500 Penalty: 2879.385498
	Iteration 30Q: 3 clusters Score -749732.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -749742.625000 Penalty: 2879.385498
	Iteration 31Q: 3 clusters Score -749742.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -749750.312500 Penalty: 2879.385498
	Iteration 32Q: 3 clusters Score -749750.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -749753.750000 Penalty: 2879.385498
	Iteration 33Q: 3 clusters Score -749753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -749755.812500 Penalty: 2879.385498
	Iteration 34Q: 3 clusters Score -749755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -749759.750000 Penalty: 2879.385498
	Iteration 35Q: 3 clusters Score -749759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -749762.937500 Penalty: 2879.385498
	Iteration 36Q: 3 clusters Score -749762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -749763.125000 Penalty: 2879.385498
	Iteration 37Q: 3 clusters Score -749763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -749764.625000 Penalty: 2879.385498
	Iteration 38Q: 3 clusters Score -749764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -749766.125000 Penalty: 2879.385498
	Iteration 39Q: 3 clusters Score -749766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -749767.062500 Penalty: 2879.385498
	Iteration 40F: 3 clusters Score -749767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -749766.062500 Penalty: 2879.385498
	Iteration 41Q: 3 clusters Score -749766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -749767.125000 Penalty: 2879.385498
	Iteration 42Q: 3 clusters Score -749767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -749768.937500 Penalty: 2879.385498
	Iteration 43Q: 3 clusters Score -749768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -749770.812500 Penalty: 2879.385498
	Iteration 44Q: 3 clusters Score -749770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -749774.562500 Penalty: 2879.385498
	Iteration 45Q: 3 clusters Score -749774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -749776.312500 Penalty: 2879.385498
	Iteration 46Q: 3 clusters Score -749776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -749776.375000 Penalty: 2879.385498
	Iteration 47Q: 3 clusters Score -749776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -749777.500000 Penalty: 2879.385498
	Iteration 48Q: 3 clusters Score -749777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -749778.500000 Penalty: 2879.385498
	Iteration 49Q: 3 clusters Score -749778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -749777.750000 Penalty: 2879.385498
	Iteration 50Q: 3 clusters Score -749777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -749780.062500 Penalty: 2879.385498
	Iteration 51Q: 3 clusters Score -749780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -749778.875000 Penalty: 2879.385498
	Iteration 52Q: 3 clusters Score -749778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -749781.937500 Penalty: 2879.385498
	Iteration 53Q: 3 clusters Score -749781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -749781.750000 Penalty: 2879.385498
	Iteration 54Q: 3 clusters Score -749781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -749782.750000 Penalty: 2879.385498
	Iteration 55Q: 3 clusters Score -749782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -749783.750000 Penalty: 2879.385498
	Iteration 56Q: 3 clusters Score -749783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -749784.312500 Penalty: 2879.385498
	Iteration 57Q: 3 clusters Score -749784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -749787.937500 Penalty: 2879.385498
	Iteration 58Q: 3 clusters Score -749787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -749789.812500 Penalty: 2879.385498
	Iteration 59Q: 3 clusters Score -749789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -749791.562500 Penalty: 2879.385498
	Iteration 60F: 3 clusters Score -749791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -749795.250000 Penalty: 2879.385498
	Iteration 61Q: 3 clusters Score -749795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -749794.375000 Penalty: 2879.385498
	Iteration 62Q: 3 clusters Score -749794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -749795.187500 Penalty: 2879.385498
	Iteration 63Q: 3 clusters Score -749795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -749794.625000 Penalty: 2879.385498
	Iteration 64Q: 3 clusters Score -749794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -749795.750000 Penalty: 2879.385498
	Iteration 65Q: 3 clusters Score -749795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -749797.375000 Penalty: 2879.385498
	Iteration 66Q: 3 clusters Score -749797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -749797.375000 Penalty: 2879.385498
	Iteration 67Q: 3 clusters Score -749797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -749797.687500 Penalty: 2879.385498
	Iteration 68Q: 3 clusters Score -749797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -749797.812500 Penalty: 2879.385498
	Iteration 69Q: 3 clusters Score -749797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -749799.125000 Penalty: 2879.385498
	Iteration 70Q: 3 clusters Score -749799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -749798.812500 Penalty: 2879.385498
	Iteration 71Q: 3 clusters Score -749798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -749798.812500 Penalty: 2879.385498
	Iteration 72F: 3 clusters Score -749798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1565476.500000 Penalty: 1566.369385
	Iteration 0F: 2 clusters Score -1565476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1554836.375000 Penalty: 3132.738770
	Iteration 0F: 3 clusters Score -1554836 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1558677.250000 Penalty: 3132.738770
	Iteration 1F: 3 clusters Score -1558677 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1559040.875000 Penalty: 3132.738770
	Iteration 2F: 3 clusters Score -1559041 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1559402.750000 Penalty: 3132.738770
	Iteration 3F: 3 clusters Score -1559403 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1559836.125000 Penalty: 3132.738770
	Iteration 4F: 3 clusters Score -1559836 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1560325.125000 Penalty: 3132.738770
	Iteration 5F: 3 clusters Score -1560325 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1560805.375000 Penalty: 3132.738770
	Iteration 6F: 3 clusters Score -1560805 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1561405.375000 Penalty: 3132.738770
	Iteration 7F: 3 clusters Score -1561405 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1562081.250000 Penalty: 3132.738770
	Iteration 8F: 3 clusters Score -1562081 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1562677.750000 Penalty: 3132.738770
	Iteration 9F: 3 clusters Score -1562678 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1563200.000000 Penalty: 3132.738770
	Iteration 10Q: 3 clusters Score -1563200 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1563588.250000 Penalty: 3132.738770
	Iteration 11Q: 3 clusters Score -1563588 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1563875.000000 Penalty: 3132.738770
	Iteration 12Q: 3 clusters Score -1563875 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1564100.000000 Penalty: 3132.738770
	Iteration 13Q: 3 clusters Score -1564100 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1564266.500000 Penalty: 3132.738770
	Iteration 14Q: 3 clusters Score -1564266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1564359.000000 Penalty: 3132.738770
	Iteration 15Q: 3 clusters Score -1564359 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1564423.000000 Penalty: 3132.738770
	Iteration 16Q: 3 clusters Score -1564423 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1564480.375000 Penalty: 3132.738770
	Iteration 17Q: 3 clusters Score -1564480 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1564529.625000 Penalty: 3132.738770
	Iteration 18Q: 3 clusters Score -1564530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1564549.250000 Penalty: 3132.738770
	Iteration 19Q: 3 clusters Score -1564549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1564572.500000 Penalty: 3132.738770
	Iteration 20F: 3 clusters Score -1564572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1564587.250000 Penalty: 3132.738770
	Iteration 21Q: 3 clusters Score -1564587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1564603.750000 Penalty: 3132.738770
	Iteration 22Q: 3 clusters Score -1564604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1564612.500000 Penalty: 3132.738770
	Iteration 23Q: 3 clusters Score -1564612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1564623.500000 Penalty: 3132.738770
	Iteration 24Q: 3 clusters Score -1564624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1564628.500000 Penalty: 3132.738770
	Iteration 25Q: 3 clusters Score -1564628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1564624.500000 Penalty: 3132.738770
	Iteration 26Q: 3 clusters Score -1564624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1564631.125000 Penalty: 3132.738770
	Iteration 27Q: 3 clusters Score -1564631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1564630.125000 Penalty: 3132.738770
	Iteration 28Q: 3 clusters Score -1564630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1564633.125000 Penalty: 3132.738770
	Iteration 29Q: 3 clusters Score -1564633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1564641.375000 Penalty: 3132.738770
	Iteration 30Q: 3 clusters Score -1564641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1564642.250000 Penalty: 3132.738770
	Iteration 31Q: 3 clusters Score -1564642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1564644.625000 Penalty: 3132.738770
	Iteration 32Q: 3 clusters Score -1564645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1564644.500000 Penalty: 3132.738770
	Iteration 33Q: 3 clusters Score -1564644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1564644.125000 Penalty: 3132.738770
	Iteration 34Q: 3 clusters Score -1564644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1564646.250000 Penalty: 3132.738770
	Iteration 35Q: 3 clusters Score -1564646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1564647.500000 Penalty: 3132.738770
	Iteration 36Q: 3 clusters Score -1564648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1564646.375000 Penalty: 3132.738770
	Iteration 37Q: 3 clusters Score -1564646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1564647.250000 Penalty: 3132.738770
	Iteration 38Q: 3 clusters Score -1564647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1564646.125000 Penalty: 3132.738770
	Iteration 39Q: 3 clusters Score -1564646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1564646.250000 Penalty: 3132.738770
	Iteration 40F: 3 clusters Score -1564646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1564647.375000 Penalty: 3132.738770
	Iteration 41Q: 3 clusters Score -1564647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1564647.375000 Penalty: 3132.738770
	Iteration 42F: 3 clusters Score -1564647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -92580.554688 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -92580.55 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 516 members 
Entering Unmasked Estep 
Score: -91143.546875 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -91143.55 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91578.039062 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -91578.04 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91729.773438 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -91729.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -91822.695312 Penalty: 2269.731689
	Iteration 3F: 3 clusters Score -91822.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91897.273438 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -91897.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91933.656250 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -91933.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91972.398438 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -91972.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91997.734375 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -91997.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92004.132812 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -92004.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92008.609375 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -92008.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92010.914062 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -92010.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92013.226562 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -92013.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92017.132812 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -92017.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92019.195312 Penalty: 2269.731689
	Iteration 13Q: 3 clusters Score -92019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92019.929688 Penalty: 2269.731689
	Iteration 14Q: 3 clusters Score -92019.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92020.695312 Penalty: 2269.731689
	Iteration 15Q: 3 clusters Score -92020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92020.695312 Penalty: 2269.731689
	Iteration 16F: 3 clusters Score -92020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Entering Unmasked Estep 
Score: -280169.312500 Penalty: 1304.782959
	Iteration 0F: 2 clusters Score -280169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -277573.375000 Penalty: 2609.565918
	Iteration 0F: 3 clusters Score -277573.4 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -278585.093750 Penalty: 2609.565918
	Iteration 1F: 3 clusters Score -278585.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279073.375000 Penalty: 2609.565918
	Iteration 2F: 3 clusters Score -279073.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -279453.781250 Penalty: 2609.565918
	Iteration 3F: 3 clusters Score -279453.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -279656.312500 Penalty: 2609.565918
	Iteration 4F: 3 clusters Score -279656.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -279786.812500 Penalty: 2609.565918
	Iteration 5Q: 3 clusters Score -279786.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -279844.343750 Penalty: 2609.565918
	Iteration 6Q: 3 clusters Score -279844.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279890.031250 Penalty: 2609.565918
	Iteration 7Q: 3 clusters Score -279890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -279921.281250 Penalty: 2609.565918
	Iteration 8Q: 3 clusters Score -279921.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -279941.031250 Penalty: 2609.565918
	Iteration 9Q: 3 clusters Score -279941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -279957.062500 Penalty: 2609.565918
	Iteration 10Q: 3 clusters Score -279957.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -279971.281250 Penalty: 2609.565918
	Iteration 11Q: 3 clusters Score -279971.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -279977.000000 Penalty: 2609.565918
	Iteration 12Q: 3 clusters Score -279977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -279984.375000 Penalty: 2609.565918
	Iteration 13Q: 3 clusters Score -279984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -279989.093750 Penalty: 2609.565918
	Iteration 14Q: 3 clusters Score -279989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -279992.625000 Penalty: 2609.565918
	Iteration 15Q: 3 clusters Score -279992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -279999.156250 Penalty: 2609.565918
	Iteration 16Q: 3 clusters Score -279999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -280011.750000 Penalty: 2609.565918
	Iteration 17Q: 3 clusters Score -280011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -280022.000000 Penalty: 2609.565918
	Iteration 18Q: 3 clusters Score -280022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -280031.812500 Penalty: 2609.565918
	Iteration 19Q: 3 clusters Score -280031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -280043.718750 Penalty: 2609.565918
	Iteration 20F: 3 clusters Score -280043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -280051.375000 Penalty: 2609.565918
	Iteration 21Q: 3 clusters Score -280051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -280060.093750 Penalty: 2609.565918
	Iteration 22Q: 3 clusters Score -280060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -280074.468750 Penalty: 2609.565918
	Iteration 23Q: 3 clusters Score -280074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -280089.406250 Penalty: 2609.565918
	Iteration 24Q: 3 clusters Score -280089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -280115.406250 Penalty: 2609.565918
	Iteration 25Q: 3 clusters Score -280115.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -280133.843750 Penalty: 2609.565918
	Iteration 26Q: 3 clusters Score -280133.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -280155.750000 Penalty: 2609.565918
	Iteration 27Q: 3 clusters Score -280155.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -280183.468750 Penalty: 2609.565918
	Iteration 28Q: 3 clusters Score -280183.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -280201.000000 Penalty: 2609.565918
	Iteration 29Q: 3 clusters Score -280201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -280210.718750 Penalty: 2609.565918
	Iteration 30Q: 3 clusters Score -280210.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -280217.312500 Penalty: 2609.565918
	Iteration 31Q: 3 clusters Score -280217.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -280222.187500 Penalty: 2609.565918
	Iteration 32Q: 3 clusters Score -280222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -280227.406250 Penalty: 2609.565918
	Iteration 33Q: 3 clusters Score -280227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -280231.125000 Penalty: 2609.565918
	Iteration 34Q: 3 clusters Score -280231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -280232.031250 Penalty: 2609.565918
	Iteration 35Q: 3 clusters Score -280232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -280232.687500 Penalty: 2609.565918
	Iteration 36Q: 3 clusters Score -280232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -280233.968750 Penalty: 2609.565918
	Iteration 37Q: 3 clusters Score -280234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -280236.125000 Penalty: 2609.565918
	Iteration 38Q: 3 clusters Score -280236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -280236.500000 Penalty: 2609.565918
	Iteration 39Q: 3 clusters Score -280236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -280237.500000 Penalty: 2609.565918
	Iteration 40F: 3 clusters Score -280237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -280237.812500 Penalty: 2609.565918
	Iteration 41Q: 3 clusters Score -280237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -280237.812500 Penalty: 2609.565918
	Iteration 42F: 3 clusters Score -280237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118118 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192101 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97795 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29296 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66056 members 
Mstep: Class 48 contains 3170 members 
Mstep: Class 49 contains 694 members 
Entering Unmasked Estep 
Score: -154066608.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067744.000000 to -154066608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Entering Unmasked Estep 
Score: -1585822.250000 Penalty: 1567.770874
	Iteration 0F: 2 clusters Score -1585822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1575129.250000 Penalty: 3135.541748
	Iteration 0F: 3 clusters Score -1575129 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1578826.750000 Penalty: 3135.541748
	Iteration 1F: 3 clusters Score -1578827 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1579237.875000 Penalty: 3135.541748
	Iteration 2F: 3 clusters Score -1579238 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1579642.000000 Penalty: 3135.541748
	Iteration 3F: 3 clusters Score -1579642 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1580066.625000 Penalty: 3135.541748
	Iteration 4F: 3 clusters Score -1580067 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1580543.250000 Penalty: 3135.541748
	Iteration 5F: 3 clusters Score -1580543 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1581061.375000 Penalty: 3135.541748
	Iteration 6F: 3 clusters Score -1581061 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1581615.750000 Penalty: 3135.541748
	Iteration 7F: 3 clusters Score -1581616 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1582187.750000 Penalty: 3135.541748
	Iteration 8F: 3 clusters Score -1582188 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1582708.500000 Penalty: 3135.541748
	Iteration 9Q: 3 clusters Score -1582708 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1583158.000000 Penalty: 3135.541748
	Iteration 10Q: 3 clusters Score -1583158 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1583550.125000 Penalty: 3135.541748
	Iteration 11Q: 3 clusters Score -1583550 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1583820.375000 Penalty: 3135.541748
	Iteration 12Q: 3 clusters Score -1583820 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1584011.250000 Penalty: 3135.541748
	Iteration 13Q: 3 clusters Score -1584011 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1584161.500000 Penalty: 3135.541748
	Iteration 14Q: 3 clusters Score -1584162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1584249.875000 Penalty: 3135.541748
	Iteration 15Q: 3 clusters Score -1584250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1584312.250000 Penalty: 3135.541748
	Iteration 16Q: 3 clusters Score -1584312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1584358.250000 Penalty: 3135.541748
	Iteration 17Q: 3 clusters Score -1584358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1584383.375000 Penalty: 3135.541748
	Iteration 18Q: 3 clusters Score -1584383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1584405.375000 Penalty: 3135.541748
	Iteration 19Q: 3 clusters Score -1584405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1584431.750000 Penalty: 3135.541748
	Iteration 20F: 3 clusters Score -1584432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1584454.875000 Penalty: 3135.541748
	Iteration 21Q: 3 clusters Score -1584455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1584468.625000 Penalty: 3135.541748
	Iteration 22Q: 3 clusters Score -1584469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1584476.750000 Penalty: 3135.541748
	Iteration 23Q: 3 clusters Score -1584477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1584483.375000 Penalty: 3135.541748
	Iteration 24Q: 3 clusters Score -1584483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1584483.500000 Penalty: 3135.541748
	Iteration 25Q: 3 clusters Score -1584484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1584483.500000 Penalty: 3135.541748
	Iteration 26F: 3 clusters Score -1584484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1060307.500000 Penalty: 1501.373169
	Iteration 0F: 2 clusters Score -1060308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1053072.000000 Penalty: 3002.746338
	Iteration 0F: 3 clusters Score -1053072 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1055345.750000 Penalty: 3002.746338
	Iteration 1F: 3 clusters Score -1055346 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1055597.500000 Penalty: 3002.746338
	Iteration 2F: 3 clusters Score -1055598 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1055847.125000 Penalty: 3002.746338
	Iteration 3F: 3 clusters Score -1055847 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1056108.625000 Penalty: 3002.746338
	Iteration 4F: 3 clusters Score -1056109 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1056403.500000 Penalty: 3002.746338
	Iteration 5F: 3 clusters Score -1056404 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1056754.375000 Penalty: 3002.746338
	Iteration 6F: 3 clusters Score -1056754 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1057134.250000 Penalty: 3002.746338
	Iteration 7F: 3 clusters Score -1057134 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1057545.000000 Penalty: 3002.746338
	Iteration 8F: 3 clusters Score -1057545 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1057902.750000 Penalty: 3002.746338
	Iteration 9Q: 3 clusters Score -1057903 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1058163.625000 Penalty: 3002.746338
	Iteration 10Q: 3 clusters Score -1058164 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1058342.750000 Penalty: 3002.746338
	Iteration 11Q: 3 clusters Score -1058343 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1058456.500000 Penalty: 3002.746338
	Iteration 12Q: 3 clusters Score -1058456 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1058552.625000 Penalty: 3002.746338
	Iteration 13Q: 3 clusters Score -1058553 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1058617.000000 Penalty: 3002.746338
	Iteration 14Q: 3 clusters Score -1058617 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1058665.250000 Penalty: 3002.746338
	Iteration 15Q: 3 clusters Score -1058665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1058714.875000 Penalty: 3002.746338
	Iteration 16Q: 3 clusters Score -1058715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1058763.375000 Penalty: 3002.746338
	Iteration 17Q: 3 clusters Score -1058763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1058802.250000 Penalty: 3002.746338
	Iteration 18Q: 3 clusters Score -1058802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1058838.500000 Penalty: 3002.746338
	Iteration 19Q: 3 clusters Score -1058838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1058869.000000 Penalty: 3002.746338
	Iteration 20F: 3 clusters Score -1058869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1058885.125000 Penalty: 3002.746338
	Iteration 21Q: 3 clusters Score -1058885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1058905.875000 Penalty: 3002.746338
	Iteration 22Q: 3 clusters Score -1058906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1058918.000000 Penalty: 3002.746338
	Iteration 23Q: 3 clusters Score -1058918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1058930.000000 Penalty: 3002.746338
	Iteration 24Q: 3 clusters Score -1058930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1058940.250000 Penalty: 3002.746338
	Iteration 25Q: 3 clusters Score -1058940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1058951.250000 Penalty: 3002.746338
	Iteration 26Q: 3 clusters Score -1058951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1058958.250000 Penalty: 3002.746338
	Iteration 27Q: 3 clusters Score -1058958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1058966.875000 Penalty: 3002.746338
	Iteration 28Q: 3 clusters Score -1058967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1058972.875000 Penalty: 3002.746338
	Iteration 29Q: 3 clusters Score -1058973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1058980.000000 Penalty: 3002.746338
	Iteration 30Q: 3 clusters Score -1058980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1058985.000000 Penalty: 3002.746338
	Iteration 31Q: 3 clusters Score -1058985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1058985.500000 Penalty: 3002.746338
	Iteration 32Q: 3 clusters Score -1058986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1058986.375000 Penalty: 3002.746338
	Iteration 33Q: 3 clusters Score -1058986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1058986.000000 Penalty: 3002.746338
	Iteration 34Q: 3 clusters Score -1058986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1058985.875000 Penalty: 3002.746338
	Iteration 35Q: 3 clusters Score -1058986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1058985.875000 Penalty: 3002.746338
	Iteration 36F: 3 clusters Score -1058986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192101 members 
Entering Unmasked Estep 
Score: -20000658.000000 Penalty: 1976.938599
	Iteration 0F: 2 clusters Score -2.000066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -19879506.000000 Penalty: 3953.877197
	Iteration 0F: 3 clusters Score -1.987951e+07 nChanged 92635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -19933758.000000 Penalty: 3953.877197
	Iteration 1F: 3 clusters Score -1.993376e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -19934788.000000 Penalty: 3953.877197
	Iteration 2Q: 3 clusters Score -1.993479e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -19935668.000000 Penalty: 3953.877197
	Iteration 3Q: 3 clusters Score -1.993567e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92791 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -19936926.000000 Penalty: 3953.877197
	Iteration 4Q: 3 clusters Score -1.993693e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -19938346.000000 Penalty: 3953.877197
	Iteration 5Q: 3 clusters Score -1.993835e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -19940016.000000 Penalty: 3953.877197
	Iteration 6Q: 3 clusters Score -1.994002e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -19942222.000000 Penalty: 3953.877197
	Iteration 7Q: 3 clusters Score -1.994222e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -19945736.000000 Penalty: 3953.877197
	Iteration 8Q: 3 clusters Score -1.994574e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -19951220.000000 Penalty: 3953.877197
	Iteration 9Q: 3 clusters Score -1.995122e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -19958970.000000 Penalty: 3953.877197
	Iteration 10F: 3 clusters Score -1.995897e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -19967506.000000 Penalty: 3953.877197
	Iteration 11F: 3 clusters Score -1.996751e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 139805 members 
Entering Unmasked Estep 
Score: -19974816.000000 Penalty: 3953.877197
	Iteration 12F: 3 clusters Score -1.997482e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -19979324.000000 Penalty: 3953.877197
	Iteration 13Q: 3 clusters Score -1.997932e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -19981886.000000 Penalty: 3953.877197
	Iteration 14Q: 3 clusters Score -1.998189e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 153881 members 
Entering Unmasked Estep 
Score: -19983670.000000 Penalty: 3953.877197
	Iteration 15Q: 3 clusters Score -1.998367e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -19985066.000000 Penalty: 3953.877197
	Iteration 16Q: 3 clusters Score -1.998507e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -19986500.000000 Penalty: 3953.877197
	Iteration 17Q: 3 clusters Score -1.99865e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 164538 members 
Entering Unmasked Estep 
Score: -19987812.000000 Penalty: 3953.877197
	Iteration 18Q: 3 clusters Score -1.998781e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 167508 members 
Entering Unmasked Estep 
Score: -19989162.000000 Penalty: 3953.877197
	Iteration 19Q: 3 clusters Score -1.998916e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 170154 members 
Entering Unmasked Estep 
Score: -19990358.000000 Penalty: 3953.877197
	Iteration 20F: 3 clusters Score -1.999036e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -19991322.000000 Penalty: 3953.877197
	Iteration 21Q: 3 clusters Score -1.999132e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 174537 members 
Entering Unmasked Estep 
Score: -19992054.000000 Penalty: 3953.877197
	Iteration 22Q: 3 clusters Score -1.999205e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 176424 members 
Entering Unmasked Estep 
Score: -19992930.000000 Penalty: 3953.877197
	Iteration 23Q: 3 clusters Score -1.999293e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 178108 members 
Entering Unmasked Estep 
Score: -19993664.000000 Penalty: 3953.877197
	Iteration 24Q: 3 clusters Score -1.999366e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 179534 members 
Entering Unmasked Estep 
Score: -19994230.000000 Penalty: 3953.877197
	Iteration 25Q: 3 clusters Score -1.999423e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 180792 members 
Entering Unmasked Estep 
Score: -19994780.000000 Penalty: 3953.877197
	Iteration 26Q: 3 clusters Score -1.999478e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 181926 members 
Entering Unmasked Estep 
Score: -19995310.000000 Penalty: 3953.877197
	Iteration 27Q: 3 clusters Score -1.999531e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -19995758.000000 Penalty: 3953.877197
	Iteration 28Q: 3 clusters Score -1.999576e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 183739 members 
Entering Unmasked Estep 
Score: -19996060.000000 Penalty: 3953.877197
	Iteration 29Q: 3 clusters Score -1.999606e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 184467 members 
Entering Unmasked Estep 
Score: -19996392.000000 Penalty: 3953.877197
	Iteration 30Q: 3 clusters Score -1.999639e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 185073 members 
Entering Unmasked Estep 
Score: -19996690.000000 Penalty: 3953.877197
	Iteration 31Q: 3 clusters Score -1.999669e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 185619 members 
Entering Unmasked Estep 
Score: -19996934.000000 Penalty: 3953.877197
	Iteration 32Q: 3 clusters Score -1.999693e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 186136 members 
Entering Unmasked Estep 
Score: -19997074.000000 Penalty: 3953.877197
	Iteration 33Q: 3 clusters Score -1.999707e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -19997322.000000 Penalty: 3953.877197
	Iteration 34Q: 3 clusters Score -1.999732e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -19997520.000000 Penalty: 3953.877197
	Iteration 35Q: 3 clusters Score -1.999752e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 187395 members 
Entering Unmasked Estep 
Score: -19997596.000000 Penalty: 3953.877197
	Iteration 36Q: 3 clusters Score -1.99976e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 187702 members 
Entering Unmasked Estep 
Score: -19997680.000000 Penalty: 3953.877197
	Iteration 37Q: 3 clusters Score -1.999768e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 187976 members 
Entering Unmasked Estep 
Score: -19997802.000000 Penalty: 3953.877197
	Iteration 38Q: 3 clusters Score -1.99978e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -19997906.000000 Penalty: 3953.877197
	Iteration 39Q: 3 clusters Score -1.999791e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 188429 members 
Entering Unmasked Estep 
Score: -19998012.000000 Penalty: 3953.877197
	Iteration 40F: 3 clusters Score -1.999801e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 188611 members 
Entering Unmasked Estep 
Score: -19998082.000000 Penalty: 3953.877197
	Iteration 41Q: 3 clusters Score -1.999808e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 188782 members 
Entering Unmasked Estep 
Score: -19998176.000000 Penalty: 3953.877197
	Iteration 42Q: 3 clusters Score -1.999818e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 188954 members 
Entering Unmasked Estep 
Score: -19998230.000000 Penalty: 3953.877197
	Iteration 43Q: 3 clusters Score -1.999823e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 189109 members 
Entering Unmasked Estep 
Score: -19998230.000000 Penalty: 3953.877197
	Iteration 44Q: 3 clusters Score -1.999823e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 189231 members 
Entering Unmasked Estep 
Score: -19998318.000000 Penalty: 3953.877197
	Iteration 45Q: 3 clusters Score -1.999832e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 189340 members 
Entering Unmasked Estep 
Score: -19998368.000000 Penalty: 3953.877197
	Iteration 46Q: 3 clusters Score -1.999837e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -19998436.000000 Penalty: 3953.877197
	Iteration 47Q: 3 clusters Score -1.999844e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 189523 members 
Entering Unmasked Estep 
Score: -19998462.000000 Penalty: 3953.877197
	Iteration 48Q: 3 clusters Score -1.999846e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 189601 members 
Entering Unmasked Estep 
Score: -19998510.000000 Penalty: 3953.877197
	Iteration 49Q: 3 clusters Score -1.999851e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 189669 members 
Entering Unmasked Estep 
Score: -19998550.000000 Penalty: 3953.877197
	Iteration 50Q: 3 clusters Score -1.999855e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 189752 members 
Entering Unmasked Estep 
Score: -19998576.000000 Penalty: 3953.877197
	Iteration 51Q: 3 clusters Score -1.999858e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 189818 members 
Entering Unmasked Estep 
Score: -19998610.000000 Penalty: 3953.877197
	Iteration 52Q: 3 clusters Score -1.999861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 189877 members 
Entering Unmasked Estep 
Score: -19998642.000000 Penalty: 3953.877197
	Iteration 53Q: 3 clusters Score -1.999864e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 189946 members 
Entering Unmasked Estep 
Score: -19998646.000000 Penalty: 3953.877197
	Iteration 54Q: 3 clusters Score -1.999865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -19998672.000000 Penalty: 3953.877197
	Iteration 55Q: 3 clusters Score -1.999867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 190053 members 
Entering Unmasked Estep 
Score: -19998722.000000 Penalty: 3953.877197
	Iteration 56Q: 3 clusters Score -1.999872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 190093 members 
Entering Unmasked Estep 
Score: -19998730.000000 Penalty: 3953.877197
	Iteration 57Q: 3 clusters Score -1.999873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 190132 members 
Entering Unmasked Estep 
Score: -19998756.000000 Penalty: 3953.877197
	Iteration 58Q: 3 clusters Score -1.999876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 190165 members 
Entering Unmasked Estep 
Score: -19998742.000000 Penalty: 3953.877197
	Iteration 59Q: 3 clusters Score -1.999874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 190196 members 
Entering Unmasked Estep 
Score: -19998770.000000 Penalty: 3953.877197
	Iteration 60F: 3 clusters Score -1.999877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 190226 members 
Entering Unmasked Estep 
Score: -19998768.000000 Penalty: 3953.877197
	Iteration 61Q: 3 clusters Score -1.999877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 190253 members 
Entering Unmasked Estep 
Score: -19998768.000000 Penalty: 3953.877197
	Iteration 62Q: 3 clusters Score -1.999877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 190284 members 
Entering Unmasked Estep 
Score: -19998766.000000 Penalty: 3953.877197
	Iteration 63Q: 3 clusters Score -1.999877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 190308 members 
Entering Unmasked Estep 
Score: -19998812.000000 Penalty: 3953.877197
	Iteration 64Q: 3 clusters Score -1.999881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 190328 members 
Entering Unmasked Estep 
Score: -19998820.000000 Penalty: 3953.877197
	Iteration 65Q: 3 clusters Score -1.999882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 190346 members 
Entering Unmasked Estep 
Score: -19998826.000000 Penalty: 3953.877197
	Iteration 66Q: 3 clusters Score -1.999883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 190359 members 
Entering Unmasked Estep 
Score: -19998842.000000 Penalty: 3953.877197
	Iteration 67Q: 3 clusters Score -1.999884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 190370 members 
Entering Unmasked Estep 
Score: -19998832.000000 Penalty: 3953.877197
	Iteration 68Q: 3 clusters Score -1.999883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 190379 members 
Entering Unmasked Estep 
Score: -19998832.000000 Penalty: 3953.877197
	Iteration 69Q: 3 clusters Score -1.999883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 190386 members 
Entering Unmasked Estep 
Score: -19998850.000000 Penalty: 3953.877197
	Iteration 70Q: 3 clusters Score -1.999885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -19998864.000000 Penalty: 3953.877197
	Iteration 71Q: 3 clusters Score -1.999886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -19998882.000000 Penalty: 3953.877197
	Iteration 72Q: 3 clusters Score -1.999888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 190415 members 
Entering Unmasked Estep 
Score: -19998888.000000 Penalty: 3953.877197
	Iteration 73Q: 3 clusters Score -1.999889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 190429 members 
Entering Unmasked Estep 
Score: -19998898.000000 Penalty: 3953.877197
	Iteration 74Q: 3 clusters Score -1.99989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 190444 members 
Entering Unmasked Estep 
Score: -19998906.000000 Penalty: 3953.877197
	Iteration 75Q: 3 clusters Score -1.999891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 190464 members 
Entering Unmasked Estep 
Score: -19998916.000000 Penalty: 3953.877197
	Iteration 76Q: 3 clusters Score -1.999892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 190481 members 
Entering Unmasked Estep 
Score: -19998900.000000 Penalty: 3953.877197
	Iteration 77Q: 3 clusters Score -1.99989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 190501 members 
Entering Unmasked Estep 
Score: -19998926.000000 Penalty: 3953.877197
	Iteration 78Q: 3 clusters Score -1.999893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 190509 members 
Entering Unmasked Estep 
Score: -19998920.000000 Penalty: 3953.877197
	Iteration 79Q: 3 clusters Score -1.999892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 190521 members 
Entering Unmasked Estep 
Score: -19998936.000000 Penalty: 3953.877197
	Iteration 80F: 3 clusters Score -1.999894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 190532 members 
Entering Unmasked Estep 
Score: -19998940.000000 Penalty: 3953.877197
	Iteration 81Q: 3 clusters Score -1.999894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 190542 members 
Entering Unmasked Estep 
Score: -19998942.000000 Penalty: 3953.877197
	Iteration 82Q: 3 clusters Score -1.999894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 190554 members 
Entering Unmasked Estep 
Score: -19998956.000000 Penalty: 3953.877197
	Iteration 83Q: 3 clusters Score -1.999896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 190565 members 
Entering Unmasked Estep 
Score: -19998970.000000 Penalty: 3953.877197
	Iteration 84Q: 3 clusters Score -1.999897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 190575 members 
Entering Unmasked Estep 
Score: -19998972.000000 Penalty: 3953.877197
	Iteration 85Q: 3 clusters Score -1.999897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -19998984.000000 Penalty: 3953.877197
	Iteration 86Q: 3 clusters Score -1.999898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -19998990.000000 Penalty: 3953.877197
	Iteration 87Q: 3 clusters Score -1.999899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 190586 members 
Entering Unmasked Estep 
Score: -19998980.000000 Penalty: 3953.877197
	Iteration 88Q: 3 clusters Score -1.999898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 190587 members 
Entering Unmasked Estep 
Score: -19998980.000000 Penalty: 3953.877197
	Iteration 89Q: 3 clusters Score -1.999898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 190589 members 
Entering Unmasked Estep 
Score: -19998990.000000 Penalty: 3953.877197
	Iteration 90Q: 3 clusters Score -1.999899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 190590 members 
Entering Unmasked Estep 
Score: -19998992.000000 Penalty: 3953.877197
	Iteration 91Q: 3 clusters Score -1.999899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 190590 members 
Entering Unmasked Estep 
Score: -19998992.000000 Penalty: 3953.877197
	Iteration 92F: 3 clusters Score -1.999899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Entering Unmasked Estep 
Score: -2871233.000000 Penalty: 1675.767090
	Iteration 0F: 2 clusters Score -2871233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2850958.750000 Penalty: 3351.534180
	Iteration 0F: 3 clusters Score -2850959 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2859338.750000 Penalty: 3351.534180
	Iteration 1F: 3 clusters Score -2859339 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2860496.000000 Penalty: 3351.534180
	Iteration 2F: 3 clusters Score -2860496 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2861867.250000 Penalty: 3351.534180
	Iteration 3F: 3 clusters Score -2861867 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2863281.750000 Penalty: 3351.534180
	Iteration 4F: 3 clusters Score -2863282 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2864654.750000 Penalty: 3351.534180
	Iteration 5F: 3 clusters Score -2864655 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2865948.500000 Penalty: 3351.534180
	Iteration 6F: 3 clusters Score -2865948 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -2867150.750000 Penalty: 3351.534180
	Iteration 7Q: 3 clusters Score -2867151 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2868016.000000 Penalty: 3351.534180
	Iteration 8Q: 3 clusters Score -2868016 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -2868589.500000 Penalty: 3351.534180
	Iteration 9Q: 3 clusters Score -2868590 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2868995.750000 Penalty: 3351.534180
	Iteration 10Q: 3 clusters Score -2868996 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2869258.500000 Penalty: 3351.534180
	Iteration 11Q: 3 clusters Score -2869258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -2869433.000000 Penalty: 3351.534180
	Iteration 12Q: 3 clusters Score -2869433 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2869534.250000 Penalty: 3351.534180
	Iteration 13Q: 3 clusters Score -2869534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -2869623.750000 Penalty: 3351.534180
	Iteration 14Q: 3 clusters Score -2869624 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2869711.500000 Penalty: 3351.534180
	Iteration 15Q: 3 clusters Score -2869712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -2869783.500000 Penalty: 3351.534180
	Iteration 16Q: 3 clusters Score -2869784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -2869835.000000 Penalty: 3351.534180
	Iteration 17Q: 3 clusters Score -2869835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -2869884.250000 Penalty: 3351.534180
	Iteration 18Q: 3 clusters Score -2869884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2869912.750000 Penalty: 3351.534180
	Iteration 19Q: 3 clusters Score -2869913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -2869941.500000 Penalty: 3351.534180
	Iteration 20F: 3 clusters Score -2869942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -2869956.500000 Penalty: 3351.534180
	Iteration 21Q: 3 clusters Score -2869956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -2869973.250000 Penalty: 3351.534180
	Iteration 22Q: 3 clusters Score -2869973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -2869981.500000 Penalty: 3351.534180
	Iteration 23Q: 3 clusters Score -2869982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2869996.500000 Penalty: 3351.534180
	Iteration 24Q: 3 clusters Score -2869996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -2870009.250000 Penalty: 3351.534180
	Iteration 25Q: 3 clusters Score -2870009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -2870015.750000 Penalty: 3351.534180
	Iteration 26Q: 3 clusters Score -2870016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -2870034.250000 Penalty: 3351.534180
	Iteration 27Q: 3 clusters Score -2870034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -2870039.250000 Penalty: 3351.534180
	Iteration 28Q: 3 clusters Score -2870039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2870054.000000 Penalty: 3351.534180
	Iteration 29Q: 3 clusters Score -2870054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -2870058.500000 Penalty: 3351.534180
	Iteration 30Q: 3 clusters Score -2870058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -2870059.250000 Penalty: 3351.534180
	Iteration 31Q: 3 clusters Score -2870059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -2870071.000000 Penalty: 3351.534180
	Iteration 32Q: 3 clusters Score -2870071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2870074.500000 Penalty: 3351.534180
	Iteration 33Q: 3 clusters Score -2870074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -2870077.000000 Penalty: 3351.534180
	Iteration 34Q: 3 clusters Score -2870077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2870089.000000 Penalty: 3351.534180
	Iteration 35Q: 3 clusters Score -2870089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2870088.250000 Penalty: 3351.534180
	Iteration 36Q: 3 clusters Score -2870088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -2870090.000000 Penalty: 3351.534180
	Iteration 37Q: 3 clusters Score -2870090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -2870091.000000 Penalty: 3351.534180
	Iteration 38Q: 3 clusters Score -2870091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -2870092.750000 Penalty: 3351.534180
	Iteration 39Q: 3 clusters Score -2870093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -2870095.500000 Penalty: 3351.534180
	Iteration 40F: 3 clusters Score -2870096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -2870097.500000 Penalty: 3351.534180
	Iteration 41Q: 3 clusters Score -2870098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -2870101.500000 Penalty: 3351.534180
	Iteration 42Q: 3 clusters Score -2870102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -2870108.250000 Penalty: 3351.534180
	Iteration 43Q: 3 clusters Score -2870108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -2870106.250000 Penalty: 3351.534180
	Iteration 44Q: 3 clusters Score -2870106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -2870114.250000 Penalty: 3351.534180
	Iteration 45Q: 3 clusters Score -2870114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2870115.750000 Penalty: 3351.534180
	Iteration 46Q: 3 clusters Score -2870116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -2870118.250000 Penalty: 3351.534180
	Iteration 47Q: 3 clusters Score -2870118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2870117.500000 Penalty: 3351.534180
	Iteration 48Q: 3 clusters Score -2870118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2870117.500000 Penalty: 3351.534180
	Iteration 49F: 3 clusters Score -2870118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -537216.375000 Penalty: 1403.299072
	Iteration 0F: 2 clusters Score -537216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -532892.875000 Penalty: 2806.598145
	Iteration 0F: 3 clusters Score -532892.9 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -534358.437500 Penalty: 2806.598145
	Iteration 1F: 3 clusters Score -534358.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -534719.500000 Penalty: 2806.598145
	Iteration 2F: 3 clusters Score -534719.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -535020.187500 Penalty: 2806.598145
	Iteration 3F: 3 clusters Score -535020.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -535230.375000 Penalty: 2806.598145
	Iteration 4F: 3 clusters Score -535230.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -535390.812500 Penalty: 2806.598145
	Iteration 5Q: 3 clusters Score -535390.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -535525.500000 Penalty: 2806.598145
	Iteration 6Q: 3 clusters Score -535525.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -535624.937500 Penalty: 2806.598145
	Iteration 7Q: 3 clusters Score -535624.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -535744.812500 Penalty: 2806.598145
	Iteration 8Q: 3 clusters Score -535744.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -535859.187500 Penalty: 2806.598145
	Iteration 9Q: 3 clusters Score -535859.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -535985.750000 Penalty: 2806.598145
	Iteration 10Q: 3 clusters Score -535985.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -536103.375000 Penalty: 2806.598145
	Iteration 11Q: 3 clusters Score -536103.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -536202.125000 Penalty: 2806.598145
	Iteration 12Q: 3 clusters Score -536202.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -536286.437500 Penalty: 2806.598145
	Iteration 13Q: 3 clusters Score -536286.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -536361.000000 Penalty: 2806.598145
	Iteration 14Q: 3 clusters Score -536361 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -536418.687500 Penalty: 2806.598145
	Iteration 15Q: 3 clusters Score -536418.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -536457.062500 Penalty: 2806.598145
	Iteration 16Q: 3 clusters Score -536457.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -536493.250000 Penalty: 2806.598145
	Iteration 17Q: 3 clusters Score -536493.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -536528.687500 Penalty: 2806.598145
	Iteration 18Q: 3 clusters Score -536528.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -536562.562500 Penalty: 2806.598145
	Iteration 19Q: 3 clusters Score -536562.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -536592.750000 Penalty: 2806.598145
	Iteration 20F: 3 clusters Score -536592.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -536621.125000 Penalty: 2806.598145
	Iteration 21Q: 3 clusters Score -536621.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -536632.000000 Penalty: 2806.598145
	Iteration 22Q: 3 clusters Score -536632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -536640.000000 Penalty: 2806.598145
	Iteration 23Q: 3 clusters Score -536640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -536646.062500 Penalty: 2806.598145
	Iteration 24Q: 3 clusters Score -536646.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -536652.750000 Penalty: 2806.598145
	Iteration 25Q: 3 clusters Score -536652.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -536660.375000 Penalty: 2806.598145
	Iteration 26Q: 3 clusters Score -536660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -536665.812500 Penalty: 2806.598145
	Iteration 27Q: 3 clusters Score -536665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -536670.812500 Penalty: 2806.598145
	Iteration 28Q: 3 clusters Score -536670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -536675.812500 Penalty: 2806.598145
	Iteration 29Q: 3 clusters Score -536675.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -536678.625000 Penalty: 2806.598145
	Iteration 30Q: 3 clusters Score -536678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -536682.187500 Penalty: 2806.598145
	Iteration 31Q: 3 clusters Score -536682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -536686.000000 Penalty: 2806.598145
	Iteration 32Q: 3 clusters Score -536686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -536686.187500 Penalty: 2806.598145
	Iteration 33Q: 3 clusters Score -536686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -536688.812500 Penalty: 2806.598145
	Iteration 34Q: 3 clusters Score -536688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -536690.000000 Penalty: 2806.598145
	Iteration 35Q: 3 clusters Score -536690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -536692.312500 Penalty: 2806.598145
	Iteration 36Q: 3 clusters Score -536692.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -536696.312500 Penalty: 2806.598145
	Iteration 37Q: 3 clusters Score -536696.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -536697.937500 Penalty: 2806.598145
	Iteration 38Q: 3 clusters Score -536697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -536699.500000 Penalty: 2806.598145
	Iteration 39Q: 3 clusters Score -536699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -536701.437500 Penalty: 2806.598145
	Iteration 40F: 3 clusters Score -536701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -536704.000000 Penalty: 2806.598145
	Iteration 41Q: 3 clusters Score -536704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -536706.000000 Penalty: 2806.598145
	Iteration 42Q: 3 clusters Score -536706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -536707.812500 Penalty: 2806.598145
	Iteration 43Q: 3 clusters Score -536707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -536710.562500 Penalty: 2806.598145
	Iteration 44Q: 3 clusters Score -536710.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -536717.062500 Penalty: 2806.598145
	Iteration 45Q: 3 clusters Score -536717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -536720.875000 Penalty: 2806.598145
	Iteration 46Q: 3 clusters Score -536720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -536723.437500 Penalty: 2806.598145
	Iteration 47Q: 3 clusters Score -536723.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -536730.062500 Penalty: 2806.598145
	Iteration 48Q: 3 clusters Score -536730.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -536736.250000 Penalty: 2806.598145
	Iteration 49Q: 3 clusters Score -536736.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -536757.375000 Penalty: 2806.598145
	Iteration 50Q: 3 clusters Score -536757.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -536767.187500 Penalty: 2806.598145
	Iteration 51Q: 3 clusters Score -536767.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -536773.375000 Penalty: 2806.598145
	Iteration 52Q: 3 clusters Score -536773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -536777.687500 Penalty: 2806.598145
	Iteration 53Q: 3 clusters Score -536777.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -536782.625000 Penalty: 2806.598145
	Iteration 54Q: 3 clusters Score -536782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -536787.687500 Penalty: 2806.598145
	Iteration 55Q: 3 clusters Score -536787.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -536793.250000 Penalty: 2806.598145
	Iteration 56Q: 3 clusters Score -536793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -536798.375000 Penalty: 2806.598145
	Iteration 57Q: 3 clusters Score -536798.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -536803.750000 Penalty: 2806.598145
	Iteration 58Q: 3 clusters Score -536803.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -536811.125000 Penalty: 2806.598145
	Iteration 59Q: 3 clusters Score -536811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -536816.875000 Penalty: 2806.598145
	Iteration 60F: 3 clusters Score -536816.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -536822.500000 Penalty: 2806.598145
	Iteration 61Q: 3 clusters Score -536822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -536824.500000 Penalty: 2806.598145
	Iteration 62Q: 3 clusters Score -536824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -536826.375000 Penalty: 2806.598145
	Iteration 63Q: 3 clusters Score -536826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -536827.312500 Penalty: 2806.598145
	Iteration 64Q: 3 clusters Score -536827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -536827.500000 Penalty: 2806.598145
	Iteration 65Q: 3 clusters Score -536827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -536827.437500 Penalty: 2806.598145
	Iteration 66Q: 3 clusters Score -536827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -536828.500000 Penalty: 2806.598145
	Iteration 67Q: 3 clusters Score -536828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -536828.500000 Penalty: 2806.598145
	Iteration 68F: 3 clusters Score -536828.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Entering Unmasked Estep 
Score: -3104898.500000 Penalty: 1674.770874
	Iteration 0F: 2 clusters Score -3104898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3084750.250000 Penalty: 3349.541748
	Iteration 0F: 3 clusters Score -3084750 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3092224.500000 Penalty: 3349.541748
	Iteration 1F: 3 clusters Score -3092224 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3092699.500000 Penalty: 3349.541748
	Iteration 2Q: 3 clusters Score -3092700 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3093290.500000 Penalty: 3349.541748
	Iteration 3Q: 3 clusters Score -3093290 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3094075.500000 Penalty: 3349.541748
	Iteration 4F: 3 clusters Score -3094076 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3095116.250000 Penalty: 3349.541748
	Iteration 5F: 3 clusters Score -3095116 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3096487.250000 Penalty: 3349.541748
	Iteration 6F: 3 clusters Score -3096487 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3098094.750000 Penalty: 3349.541748
	Iteration 7F: 3 clusters Score -3098095 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3099558.500000 Penalty: 3349.541748
	Iteration 8F: 3 clusters Score -3099558 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3100684.000000 Penalty: 3349.541748
	Iteration 9Q: 3 clusters Score -3100684 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3101466.750000 Penalty: 3349.541748
	Iteration 10Q: 3 clusters Score -3101467 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3101951.250000 Penalty: 3349.541748
	Iteration 11Q: 3 clusters Score -3101951 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3102244.000000 Penalty: 3349.541748
	Iteration 12Q: 3 clusters Score -3102244 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3102440.250000 Penalty: 3349.541748
	Iteration 13Q: 3 clusters Score -3102440 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3102592.000000 Penalty: 3349.541748
	Iteration 14Q: 3 clusters Score -3102592 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3102724.250000 Penalty: 3349.541748
	Iteration 15Q: 3 clusters Score -3102724 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3102841.750000 Penalty: 3349.541748
	Iteration 16Q: 3 clusters Score -3102842 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3102939.500000 Penalty: 3349.541748
	Iteration 17Q: 3 clusters Score -3102940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3103004.000000 Penalty: 3349.541748
	Iteration 18Q: 3 clusters Score -3103004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3103072.750000 Penalty: 3349.541748
	Iteration 19Q: 3 clusters Score -3103073 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3103138.000000 Penalty: 3349.541748
	Iteration 20F: 3 clusters Score -3103138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3103193.500000 Penalty: 3349.541748
	Iteration 21Q: 3 clusters Score -3103194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3103240.000000 Penalty: 3349.541748
	Iteration 22Q: 3 clusters Score -3103240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3103283.250000 Penalty: 3349.541748
	Iteration 23Q: 3 clusters Score -3103283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3103315.250000 Penalty: 3349.541748
	Iteration 24Q: 3 clusters Score -3103315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3103337.750000 Penalty: 3349.541748
	Iteration 25Q: 3 clusters Score -3103338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3103365.250000 Penalty: 3349.541748
	Iteration 26Q: 3 clusters Score -3103365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3103387.250000 Penalty: 3349.541748
	Iteration 27Q: 3 clusters Score -3103387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3103409.000000 Penalty: 3349.541748
	Iteration 28Q: 3 clusters Score -3103409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3103426.000000 Penalty: 3349.541748
	Iteration 29Q: 3 clusters Score -3103426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3103451.000000 Penalty: 3349.541748
	Iteration 30Q: 3 clusters Score -3103451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3103460.000000 Penalty: 3349.541748
	Iteration 31Q: 3 clusters Score -3103460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3103465.250000 Penalty: 3349.541748
	Iteration 32Q: 3 clusters Score -3103465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3103461.500000 Penalty: 3349.541748
	Iteration 33Q: 3 clusters Score -3103462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3103469.500000 Penalty: 3349.541748
	Iteration 34Q: 3 clusters Score -3103470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3103475.750000 Penalty: 3349.541748
	Iteration 35Q: 3 clusters Score -3103476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3103478.750000 Penalty: 3349.541748
	Iteration 36Q: 3 clusters Score -3103479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3103480.250000 Penalty: 3349.541748
	Iteration 37Q: 3 clusters Score -3103480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3103483.250000 Penalty: 3349.541748
	Iteration 38Q: 3 clusters Score -3103483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3103482.000000 Penalty: 3349.541748
	Iteration 39Q: 3 clusters Score -3103482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3103481.000000 Penalty: 3349.541748
	Iteration 40F: 3 clusters Score -3103481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3103481.500000 Penalty: 3349.541748
	Iteration 41Q: 3 clusters Score -3103482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3103481.500000 Penalty: 3349.541748
	Iteration 42Q: 3 clusters Score -3103482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3103481.000000 Penalty: 3349.541748
	Iteration 43Q: 3 clusters Score -3103481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3103480.750000 Penalty: 3349.541748
	Iteration 44Q: 3 clusters Score -3103481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3103480.750000 Penalty: 3349.541748
	Iteration 45F: 3 clusters Score -3103481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Entering Unmasked Estep 
Score: -3930921.750000 Penalty: 1712.872314
	Iteration 0F: 2 clusters Score -3930922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3905469.250000 Penalty: 3425.744629
	Iteration 0F: 3 clusters Score -3905469 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3915452.750000 Penalty: 3425.744629
	Iteration 1F: 3 clusters Score -3915453 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3916003.000000 Penalty: 3425.744629
	Iteration 2Q: 3 clusters Score -3916003 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3916750.750000 Penalty: 3425.744629
	Iteration 3Q: 3 clusters Score -3916751 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3917845.000000 Penalty: 3425.744629
	Iteration 4F: 3 clusters Score -3917845 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3919457.750000 Penalty: 3425.744629
	Iteration 5F: 3 clusters Score -3919458 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3921777.500000 Penalty: 3425.744629
	Iteration 6F: 3 clusters Score -3921778 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3924246.750000 Penalty: 3425.744629
	Iteration 7F: 3 clusters Score -3924247 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3926326.250000 Penalty: 3425.744629
	Iteration 8F: 3 clusters Score -3926326 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3927701.250000 Penalty: 3425.744629
	Iteration 9Q: 3 clusters Score -3927701 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3928482.500000 Penalty: 3425.744629
	Iteration 10Q: 3 clusters Score -3928482 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3928905.500000 Penalty: 3425.744629
	Iteration 11Q: 3 clusters Score -3928906 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3929122.750000 Penalty: 3425.744629
	Iteration 12Q: 3 clusters Score -3929123 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3929249.250000 Penalty: 3425.744629
	Iteration 13Q: 3 clusters Score -3929249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3929324.750000 Penalty: 3425.744629
	Iteration 14Q: 3 clusters Score -3929325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3929374.000000 Penalty: 3425.744629
	Iteration 15Q: 3 clusters Score -3929374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3929403.750000 Penalty: 3425.744629
	Iteration 16Q: 3 clusters Score -3929404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3929421.500000 Penalty: 3425.744629
	Iteration 17Q: 3 clusters Score -3929422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3929441.750000 Penalty: 3425.744629
	Iteration 18Q: 3 clusters Score -3929442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3929456.250000 Penalty: 3425.744629
	Iteration 19Q: 3 clusters Score -3929456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3929468.500000 Penalty: 3425.744629
	Iteration 20F: 3 clusters Score -3929468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3929468.000000 Penalty: 3425.744629
	Iteration 21Q: 3 clusters Score -3929468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3929472.250000 Penalty: 3425.744629
	Iteration 22Q: 3 clusters Score -3929472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3929476.750000 Penalty: 3425.744629
	Iteration 23Q: 3 clusters Score -3929477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3929480.750000 Penalty: 3425.744629
	Iteration 24Q: 3 clusters Score -3929481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3929482.500000 Penalty: 3425.744629
	Iteration 25Q: 3 clusters Score -3929482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3929482.500000 Penalty: 3425.744629
	Iteration 26F: 3 clusters Score -3929482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155269 members 
Entering Unmasked Estep 
Score: -16160338.000000 Penalty: 1942.348511
	Iteration 0F: 2 clusters Score -1.616034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -16059205.000000 Penalty: 3884.697021
	Iteration 0F: 3 clusters Score -1.60592e+07 nChanged 74977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -16103417.000000 Penalty: 3884.697021
	Iteration 1F: 3 clusters Score -1.610342e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -16104306.000000 Penalty: 3884.697021
	Iteration 2Q: 3 clusters Score -1.610431e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -16105356.000000 Penalty: 3884.697021
	Iteration 3Q: 3 clusters Score -1.610536e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -16106652.000000 Penalty: 3884.697021
	Iteration 4Q: 3 clusters Score -1.610665e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -16108283.000000 Penalty: 3884.697021
	Iteration 5Q: 3 clusters Score -1.610828e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -16110556.000000 Penalty: 3884.697021
	Iteration 6Q: 3 clusters Score -1.611056e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -16113835.000000 Penalty: 3884.697021
	Iteration 7Q: 3 clusters Score -1.611384e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -16118559.000000 Penalty: 3884.697021
	Iteration 8F: 3 clusters Score -1.611856e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -16125558.000000 Penalty: 3884.697021
	Iteration 9F: 3 clusters Score -1.612556e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -16133193.000000 Penalty: 3884.697021
	Iteration 10F: 3 clusters Score -1.613319e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -16138080.000000 Penalty: 3884.697021
	Iteration 11F: 3 clusters Score -1.613808e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -16140296.000000 Penalty: 3884.697021
	Iteration 12Q: 3 clusters Score -1.61403e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -16141587.000000 Penalty: 3884.697021
	Iteration 13Q: 3 clusters Score -1.614159e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -16142683.000000 Penalty: 3884.697021
	Iteration 14Q: 3 clusters Score -1.614268e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -16143855.000000 Penalty: 3884.697021
	Iteration 15Q: 3 clusters Score -1.614386e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -16144672.000000 Penalty: 3884.697021
	Iteration 16Q: 3 clusters Score -1.614467e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -16145777.000000 Penalty: 3884.697021
	Iteration 17Q: 3 clusters Score -1.614578e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -16146776.000000 Penalty: 3884.697021
	Iteration 18Q: 3 clusters Score -1.614678e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -16147734.000000 Penalty: 3884.697021
	Iteration 19Q: 3 clusters Score -1.614773e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -16148468.000000 Penalty: 3884.697021
	Iteration 20F: 3 clusters Score -1.614847e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -16149225.000000 Penalty: 3884.697021
	Iteration 21Q: 3 clusters Score -1.614922e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -16149867.000000 Penalty: 3884.697021
	Iteration 22Q: 3 clusters Score -1.614987e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -16150410.000000 Penalty: 3884.697021
	Iteration 23Q: 3 clusters Score -1.615041e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -16150869.000000 Penalty: 3884.697021
	Iteration 24Q: 3 clusters Score -1.615087e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -16151292.000000 Penalty: 3884.697021
	Iteration 25Q: 3 clusters Score -1.615129e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -16151654.000000 Penalty: 3884.697021
	Iteration 26Q: 3 clusters Score -1.615165e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -16152066.000000 Penalty: 3884.697021
	Iteration 27Q: 3 clusters Score -1.615207e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -16152336.000000 Penalty: 3884.697021
	Iteration 28Q: 3 clusters Score -1.615234e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104251 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -16152572.000000 Penalty: 3884.697021
	Iteration 29Q: 3 clusters Score -1.615257e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -16152880.000000 Penalty: 3884.697021
	Iteration 30Q: 3 clusters Score -1.615288e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -16153128.000000 Penalty: 3884.697021
	Iteration 31Q: 3 clusters Score -1.615313e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -16153321.000000 Penalty: 3884.697021
	Iteration 32Q: 3 clusters Score -1.615332e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -16153470.000000 Penalty: 3884.697021
	Iteration 33Q: 3 clusters Score -1.615347e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -16153702.000000 Penalty: 3884.697021
	Iteration 34Q: 3 clusters Score -1.61537e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -16153812.000000 Penalty: 3884.697021
	Iteration 35Q: 3 clusters Score -1.615381e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -16153931.000000 Penalty: 3884.697021
	Iteration 36Q: 3 clusters Score -1.615393e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112496 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -16154087.000000 Penalty: 3884.697021
	Iteration 37Q: 3 clusters Score -1.615409e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -16154272.000000 Penalty: 3884.697021
	Iteration 38Q: 3 clusters Score -1.615427e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -16154360.000000 Penalty: 3884.697021
	Iteration 39Q: 3 clusters Score -1.615436e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -16154470.000000 Penalty: 3884.697021
	Iteration 40F: 3 clusters Score -1.615447e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -16154572.000000 Penalty: 3884.697021
	Iteration 41Q: 3 clusters Score -1.615457e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -16154603.000000 Penalty: 3884.697021
	Iteration 42Q: 3 clusters Score -1.61546e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117498 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -16154723.000000 Penalty: 3884.697021
	Iteration 43Q: 3 clusters Score -1.615472e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -16154846.000000 Penalty: 3884.697021
	Iteration 44Q: 3 clusters Score -1.615485e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -16154994.000000 Penalty: 3884.697021
	Iteration 45Q: 3 clusters Score -1.615499e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -16155082.000000 Penalty: 3884.697021
	Iteration 46Q: 3 clusters Score -1.615508e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -16155256.000000 Penalty: 3884.697021
	Iteration 47Q: 3 clusters Score -1.615526e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -16155337.000000 Penalty: 3884.697021
	Iteration 48Q: 3 clusters Score -1.615534e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121936 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -16155433.000000 Penalty: 3884.697021
	Iteration 49Q: 3 clusters Score -1.615543e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122669 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -16155590.000000 Penalty: 3884.697021
	Iteration 50Q: 3 clusters Score -1.615559e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -16155709.000000 Penalty: 3884.697021
	Iteration 51Q: 3 clusters Score -1.615571e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -16155869.000000 Penalty: 3884.697021
	Iteration 52Q: 3 clusters Score -1.615587e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -16155988.000000 Penalty: 3884.697021
	Iteration 53Q: 3 clusters Score -1.615599e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -16156100.000000 Penalty: 3884.697021
	Iteration 54Q: 3 clusters Score -1.61561e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -16156273.000000 Penalty: 3884.697021
	Iteration 55Q: 3 clusters Score -1.615627e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -16156370.000000 Penalty: 3884.697021
	Iteration 56Q: 3 clusters Score -1.615637e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -16156486.000000 Penalty: 3884.697021
	Iteration 57Q: 3 clusters Score -1.615649e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128279 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -16156582.000000 Penalty: 3884.697021
	Iteration 58Q: 3 clusters Score -1.615658e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -16156711.000000 Penalty: 3884.697021
	Iteration 59Q: 3 clusters Score -1.615671e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129525 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -16156860.000000 Penalty: 3884.697021
	Iteration 60F: 3 clusters Score -1.615686e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -16156953.000000 Penalty: 3884.697021
	Iteration 61Q: 3 clusters Score -1.615695e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130772 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -16157045.000000 Penalty: 3884.697021
	Iteration 62Q: 3 clusters Score -1.615704e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -16157193.000000 Penalty: 3884.697021
	Iteration 63Q: 3 clusters Score -1.615719e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -16157281.000000 Penalty: 3884.697021
	Iteration 64Q: 3 clusters Score -1.615728e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132542 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -16157362.000000 Penalty: 3884.697021
	Iteration 65Q: 3 clusters Score -1.615736e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -16157538.000000 Penalty: 3884.697021
	Iteration 66Q: 3 clusters Score -1.615754e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133667 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -16157624.000000 Penalty: 3884.697021
	Iteration 67Q: 3 clusters Score -1.615762e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134217 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -16157682.000000 Penalty: 3884.697021
	Iteration 68Q: 3 clusters Score -1.615768e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134761 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -16157810.000000 Penalty: 3884.697021
	Iteration 69Q: 3 clusters Score -1.615781e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -16157906.000000 Penalty: 3884.697021
	Iteration 70Q: 3 clusters Score -1.615791e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -16157902.000000 Penalty: 3884.697021
	Iteration 71Q: 3 clusters Score -1.61579e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -16158015.000000 Penalty: 3884.697021
	Iteration 72Q: 3 clusters Score -1.615802e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -16158160.000000 Penalty: 3884.697021
	Iteration 73Q: 3 clusters Score -1.615816e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137524 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -16158373.000000 Penalty: 3884.697021
	Iteration 74Q: 3 clusters Score -1.615837e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138043 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -16158493.000000 Penalty: 3884.697021
	Iteration 75Q: 3 clusters Score -1.615849e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -16158624.000000 Penalty: 3884.697021
	Iteration 76Q: 3 clusters Score -1.615862e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139046 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -16158763.000000 Penalty: 3884.697021
	Iteration 77Q: 3 clusters Score -1.615876e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -16158849.000000 Penalty: 3884.697021
	Iteration 78Q: 3 clusters Score -1.615885e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139983 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -16158901.000000 Penalty: 3884.697021
	Iteration 79Q: 3 clusters Score -1.61589e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -16158941.000000 Penalty: 3884.697021
	Iteration 80F: 3 clusters Score -1.615894e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -16159000.000000 Penalty: 3884.697021
	Iteration 81Q: 3 clusters Score -1.6159e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -16159124.000000 Penalty: 3884.697021
	Iteration 82Q: 3 clusters Score -1.615912e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -16159156.000000 Penalty: 3884.697021
	Iteration 83Q: 3 clusters Score -1.615916e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -16159220.000000 Penalty: 3884.697021
	Iteration 84Q: 3 clusters Score -1.615922e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142197 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -16159251.000000 Penalty: 3884.697021
	Iteration 85Q: 3 clusters Score -1.615925e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142499 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -16159236.000000 Penalty: 3884.697021
	Iteration 86Q: 3 clusters Score -1.615924e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -16159328.000000 Penalty: 3884.697021
	Iteration 87Q: 3 clusters Score -1.615933e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143071 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -16159423.000000 Penalty: 3884.697021
	Iteration 88Q: 3 clusters Score -1.615942e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -16159437.000000 Penalty: 3884.697021
	Iteration 89Q: 3 clusters Score -1.615944e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -16159458.000000 Penalty: 3884.697021
	Iteration 90Q: 3 clusters Score -1.615946e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143799 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -16159448.000000 Penalty: 3884.697021
	Iteration 91Q: 3 clusters Score -1.615945e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144017 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -16159443.000000 Penalty: 3884.697021
	Iteration 92Q: 3 clusters Score -1.615944e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -16159455.000000 Penalty: 3884.697021
	Iteration 93Q: 3 clusters Score -1.615946e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -16159463.000000 Penalty: 3884.697021
	Iteration 94Q: 3 clusters Score -1.615946e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144617 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -16159431.000000 Penalty: 3884.697021
	Iteration 95Q: 3 clusters Score -1.615943e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -16159431.000000 Penalty: 3884.697021
	Iteration 96Q: 3 clusters Score -1.615943e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -16159431.000000 Penalty: 3884.697021
	Iteration 97Q: 3 clusters Score -1.615943e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145141 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -16159432.000000 Penalty: 3884.697021
	Iteration 98Q: 3 clusters Score -1.615943e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -16159469.000000 Penalty: 3884.697021
	Iteration 99Q: 3 clusters Score -1.615947e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -16159463.000000 Penalty: 3884.697021
	Iteration 100F: 3 clusters Score -1.615946e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -16159481.000000 Penalty: 3884.697021
	Iteration 101Q: 3 clusters Score -1.615948e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -16159461.000000 Penalty: 3884.697021
	Iteration 102Q: 3 clusters Score -1.615946e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145976 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -16159462.000000 Penalty: 3884.697021
	Iteration 103Q: 3 clusters Score -1.615946e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -16159478.000000 Penalty: 3884.697021
	Iteration 104Q: 3 clusters Score -1.615948e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146318 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -16159517.000000 Penalty: 3884.697021
	Iteration 105Q: 3 clusters Score -1.615952e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -16159499.000000 Penalty: 3884.697021
	Iteration 106Q: 3 clusters Score -1.61595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146658 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -16159495.000000 Penalty: 3884.697021
	Iteration 107Q: 3 clusters Score -1.61595e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146827 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -16159471.000000 Penalty: 3884.697021
	Iteration 108Q: 3 clusters Score -1.615947e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -16159435.000000 Penalty: 3884.697021
	Iteration 109Q: 3 clusters Score -1.615944e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147143 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -16159424.000000 Penalty: 3884.697021
	Iteration 110Q: 3 clusters Score -1.615942e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147265 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -16159421.000000 Penalty: 3884.697021
	Iteration 111Q: 3 clusters Score -1.615942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147390 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -16159416.000000 Penalty: 3884.697021
	Iteration 112Q: 3 clusters Score -1.615942e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -16159409.000000 Penalty: 3884.697021
	Iteration 113Q: 3 clusters Score -1.615941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -16159399.000000 Penalty: 3884.697021
	Iteration 114Q: 3 clusters Score -1.61594e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147752 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -16159404.000000 Penalty: 3884.697021
	Iteration 115Q: 3 clusters Score -1.61594e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -16159401.000000 Penalty: 3884.697021
	Iteration 116Q: 3 clusters Score -1.61594e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -16159368.000000 Penalty: 3884.697021
	Iteration 117Q: 3 clusters Score -1.615937e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148185 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -16159399.000000 Penalty: 3884.697021
	Iteration 118Q: 3 clusters Score -1.61594e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148346 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -16159383.000000 Penalty: 3884.697021
	Iteration 119Q: 3 clusters Score -1.615938e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148500 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -16159365.000000 Penalty: 3884.697021
	Iteration 120F: 3 clusters Score -1.615936e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148652 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -16159373.000000 Penalty: 3884.697021
	Iteration 121Q: 3 clusters Score -1.615937e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -16159361.000000 Penalty: 3884.697021
	Iteration 122Q: 3 clusters Score -1.615936e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -16159358.000000 Penalty: 3884.697021
	Iteration 123Q: 3 clusters Score -1.615936e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -16159350.000000 Penalty: 3884.697021
	Iteration 124Q: 3 clusters Score -1.615935e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -16159354.000000 Penalty: 3884.697021
	Iteration 125Q: 3 clusters Score -1.615935e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149347 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -16159347.000000 Penalty: 3884.697021
	Iteration 126Q: 3 clusters Score -1.615935e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -16159318.000000 Penalty: 3884.697021
	Iteration 127Q: 3 clusters Score -1.615932e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149636 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -16159302.000000 Penalty: 3884.697021
	Iteration 128Q: 3 clusters Score -1.61593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -16159328.000000 Penalty: 3884.697021
	Iteration 129Q: 3 clusters Score -1.615933e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149907 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -16159270.000000 Penalty: 3884.697021
	Iteration 130Q: 3 clusters Score -1.615927e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -16159271.000000 Penalty: 3884.697021
	Iteration 131Q: 3 clusters Score -1.615927e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -16159278.000000 Penalty: 3884.697021
	Iteration 132Q: 3 clusters Score -1.615928e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -16159294.000000 Penalty: 3884.697021
	Iteration 133Q: 3 clusters Score -1.615929e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150338 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -16159270.000000 Penalty: 3884.697021
	Iteration 134Q: 3 clusters Score -1.615927e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150421 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -16159278.000000 Penalty: 3884.697021
	Iteration 135Q: 3 clusters Score -1.615928e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150509 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -16159263.000000 Penalty: 3884.697021
	Iteration 136Q: 3 clusters Score -1.615926e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150593 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -16159261.000000 Penalty: 3884.697021
	Iteration 137Q: 3 clusters Score -1.615926e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -16159234.000000 Penalty: 3884.697021
	Iteration 138Q: 3 clusters Score -1.615923e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150765 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -16159234.000000 Penalty: 3884.697021
	Iteration 139Q: 3 clusters Score -1.615923e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150849 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -16159226.000000 Penalty: 3884.697021
	Iteration 140F: 3 clusters Score -1.615923e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150947 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -16159215.000000 Penalty: 3884.697021
	Iteration 141Q: 3 clusters Score -1.615922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -16159189.000000 Penalty: 3884.697021
	Iteration 142Q: 3 clusters Score -1.615919e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151120 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -16159203.000000 Penalty: 3884.697021
	Iteration 143Q: 3 clusters Score -1.61592e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -16159160.000000 Penalty: 3884.697021
	Iteration 144Q: 3 clusters Score -1.615916e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151328 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -16159160.000000 Penalty: 3884.697021
	Iteration 145Q: 3 clusters Score -1.615916e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -16159128.000000 Penalty: 3884.697021
	Iteration 146Q: 3 clusters Score -1.615913e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151538 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -16159129.000000 Penalty: 3884.697021
	Iteration 147Q: 3 clusters Score -1.615913e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -16159118.000000 Penalty: 3884.697021
	Iteration 148Q: 3 clusters Score -1.615912e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -16159092.000000 Penalty: 3884.697021
	Iteration 149Q: 3 clusters Score -1.615909e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -16159103.000000 Penalty: 3884.697021
	Iteration 150Q: 3 clusters Score -1.61591e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -16159103.000000 Penalty: 3884.697021
	Iteration 151Q: 3 clusters Score -1.61591e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -16159072.000000 Penalty: 3884.697021
	Iteration 152Q: 3 clusters Score -1.615907e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -16159119.000000 Penalty: 3884.697021
	Iteration 153Q: 3 clusters Score -1.615912e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -16159126.000000 Penalty: 3884.697021
	Iteration 154Q: 3 clusters Score -1.615913e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -16159136.000000 Penalty: 3884.697021
	Iteration 155Q: 3 clusters Score -1.615914e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -16159120.000000 Penalty: 3884.697021
	Iteration 156Q: 3 clusters Score -1.615912e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -16159113.000000 Penalty: 3884.697021
	Iteration 157Q: 3 clusters Score -1.615911e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152794 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16159122.000000 Penalty: 3884.697021
	Iteration 158Q: 3 clusters Score -1.615912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152881 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -16159091.000000 Penalty: 3884.697021
	Iteration 159Q: 3 clusters Score -1.615909e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -16159097.000000 Penalty: 3884.697021
	Iteration 160F: 3 clusters Score -1.61591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -16159095.000000 Penalty: 3884.697021
	Iteration 161Q: 3 clusters Score -1.61591e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -16159104.000000 Penalty: 3884.697021
	Iteration 162Q: 3 clusters Score -1.61591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16159113.000000 Penalty: 3884.697021
	Iteration 163Q: 3 clusters Score -1.615911e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16159091.000000 Penalty: 3884.697021
	Iteration 164Q: 3 clusters Score -1.615909e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16159087.000000 Penalty: 3884.697021
	Iteration 165Q: 3 clusters Score -1.615909e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -16159086.000000 Penalty: 3884.697021
	Iteration 166Q: 3 clusters Score -1.615909e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153368 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -16159072.000000 Penalty: 3884.697021
	Iteration 167Q: 3 clusters Score -1.615907e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -16159080.000000 Penalty: 3884.697021
	Iteration 168Q: 3 clusters Score -1.615908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -16159066.000000 Penalty: 3884.697021
	Iteration 169Q: 3 clusters Score -1.615907e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -16159063.000000 Penalty: 3884.697021
	Iteration 170Q: 3 clusters Score -1.615906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153587 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16159069.000000 Penalty: 3884.697021
	Iteration 171Q: 3 clusters Score -1.615907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16159083.000000 Penalty: 3884.697021
	Iteration 172Q: 3 clusters Score -1.615908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16159074.000000 Penalty: 3884.697021
	Iteration 173Q: 3 clusters Score -1.615907e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -16159079.000000 Penalty: 3884.697021
	Iteration 174Q: 3 clusters Score -1.615908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153725 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16159062.000000 Penalty: 3884.697021
	Iteration 175Q: 3 clusters Score -1.615906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -16159054.000000 Penalty: 3884.697021
	Iteration 176Q: 3 clusters Score -1.615905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153774 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -16159066.000000 Penalty: 3884.697021
	Iteration 177Q: 3 clusters Score -1.615907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153799 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16159066.000000 Penalty: 3884.697021
	Iteration 178Q: 3 clusters Score -1.615907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153816 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16159060.000000 Penalty: 3884.697021
	Iteration 179Q: 3 clusters Score -1.615906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16159048.000000 Penalty: 3884.697021
	Iteration 180F: 3 clusters Score -1.615905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16159041.000000 Penalty: 3884.697021
	Iteration 181Q: 3 clusters Score -1.615904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16159047.000000 Penalty: 3884.697021
	Iteration 182Q: 3 clusters Score -1.615905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -16159042.000000 Penalty: 3884.697021
	Iteration 183Q: 3 clusters Score -1.615904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16159055.000000 Penalty: 3884.697021
	Iteration 184Q: 3 clusters Score -1.615906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16159049.000000 Penalty: 3884.697021
	Iteration 185Q: 3 clusters Score -1.615905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16159057.000000 Penalty: 3884.697021
	Iteration 186Q: 3 clusters Score -1.615906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16159055.000000 Penalty: 3884.697021
	Iteration 187Q: 3 clusters Score -1.615906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16159053.000000 Penalty: 3884.697021
	Iteration 188Q: 3 clusters Score -1.615905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16159048.000000 Penalty: 3884.697021
	Iteration 189Q: 3 clusters Score -1.615905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153945 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16159064.000000 Penalty: 3884.697021
	Iteration 190Q: 3 clusters Score -1.615906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153955 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -16159067.000000 Penalty: 3884.697021
	Iteration 191Q: 3 clusters Score -1.615907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16159069.000000 Penalty: 3884.697021
	Iteration 192Q: 3 clusters Score -1.615907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16159085.000000 Penalty: 3884.697021
	Iteration 193Q: 3 clusters Score -1.615908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16159055.000000 Penalty: 3884.697021
	Iteration 194Q: 3 clusters Score -1.615906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16159062.000000 Penalty: 3884.697021
	Iteration 195Q: 3 clusters Score -1.615906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16159075.000000 Penalty: 3884.697021
	Iteration 196Q: 3 clusters Score -1.615908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154029 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16159084.000000 Penalty: 3884.697021
	Iteration 197Q: 3 clusters Score -1.615908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -16159080.000000 Penalty: 3884.697021
	Iteration 198Q: 3 clusters Score -1.615908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -16159072.000000 Penalty: 3884.697021
	Iteration 199Q: 3 clusters Score -1.615907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -16159078.000000 Penalty: 3884.697021
	Iteration 200F: 3 clusters Score -1.615908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -16159077.000000 Penalty: 3884.697021
	Iteration 201Q: 3 clusters Score -1.615908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154063 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16159076.000000 Penalty: 3884.697021
	Iteration 202Q: 3 clusters Score -1.615908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16159081.000000 Penalty: 3884.697021
	Iteration 203Q: 3 clusters Score -1.615908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -16159074.000000 Penalty: 3884.697021
	Iteration 204Q: 3 clusters Score -1.615907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16159072.000000 Penalty: 3884.697021
	Iteration 205Q: 3 clusters Score -1.615907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16159081.000000 Penalty: 3884.697021
	Iteration 206Q: 3 clusters Score -1.615908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16159087.000000 Penalty: 3884.697021
	Iteration 207Q: 3 clusters Score -1.615909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16159098.000000 Penalty: 3884.697021
	Iteration 208Q: 3 clusters Score -1.61591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16159087.000000 Penalty: 3884.697021
	Iteration 209Q: 3 clusters Score -1.615909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154098 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16159104.000000 Penalty: 3884.697021
	Iteration 210Q: 3 clusters Score -1.61591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16159106.000000 Penalty: 3884.697021
	Iteration 211Q: 3 clusters Score -1.615911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16159100.000000 Penalty: 3884.697021
	Iteration 212Q: 3 clusters Score -1.61591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154102 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16159098.000000 Penalty: 3884.697021
	Iteration 213Q: 3 clusters Score -1.61591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16159104.000000 Penalty: 3884.697021
	Iteration 214Q: 3 clusters Score -1.61591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16159093.000000 Penalty: 3884.697021
	Iteration 215Q: 3 clusters Score -1.615909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16159100.000000 Penalty: 3884.697021
	Iteration 216Q: 3 clusters Score -1.61591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16159100.000000 Penalty: 3884.697021
	Iteration 217Q: 3 clusters Score -1.61591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154117 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16159100.000000 Penalty: 3884.697021
	Iteration 218F: 3 clusters Score -1.61591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -845187.250000 Penalty: 1464.808105
	Iteration 0F: 2 clusters Score -845187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -839068.187500 Penalty: 2929.616211
	Iteration 0F: 3 clusters Score -839068.2 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -841055.125000 Penalty: 2929.616211
	Iteration 1F: 3 clusters Score -841055.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -841305.375000 Penalty: 2929.616211
	Iteration 2F: 3 clusters Score -841305.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -841511.687500 Penalty: 2929.616211
	Iteration 3F: 3 clusters Score -841511.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -841685.937500 Penalty: 2929.616211
	Iteration 4Q: 3 clusters Score -841685.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -841855.062500 Penalty: 2929.616211
	Iteration 5Q: 3 clusters Score -841855.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -842037.125000 Penalty: 2929.616211
	Iteration 6Q: 3 clusters Score -842037.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -842212.750000 Penalty: 2929.616211
	Iteration 7Q: 3 clusters Score -842212.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -842389.062500 Penalty: 2929.616211
	Iteration 8Q: 3 clusters Score -842389.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -842583.000000 Penalty: 2929.616211
	Iteration 9Q: 3 clusters Score -842583 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -842766.437500 Penalty: 2929.616211
	Iteration 10Q: 3 clusters Score -842766.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -842950.937500 Penalty: 2929.616211
	Iteration 11Q: 3 clusters Score -842950.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -843148.687500 Penalty: 2929.616211
	Iteration 12Q: 3 clusters Score -843148.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -843340.062500 Penalty: 2929.616211
	Iteration 13Q: 3 clusters Score -843340.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -843522.250000 Penalty: 2929.616211
	Iteration 14Q: 3 clusters Score -843522.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -843673.375000 Penalty: 2929.616211
	Iteration 15Q: 3 clusters Score -843673.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -843769.937500 Penalty: 2929.616211
	Iteration 16Q: 3 clusters Score -843769.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -843831.312500 Penalty: 2929.616211
	Iteration 17Q: 3 clusters Score -843831.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -843883.437500 Penalty: 2929.616211
	Iteration 18Q: 3 clusters Score -843883.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -843919.687500 Penalty: 2929.616211
	Iteration 19Q: 3 clusters Score -843919.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -843946.812500 Penalty: 2929.616211
	Iteration 20F: 3 clusters Score -843946.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -843958.875000 Penalty: 2929.616211
	Iteration 21Q: 3 clusters Score -843958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -843972.687500 Penalty: 2929.616211
	Iteration 22Q: 3 clusters Score -843972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -843981.000000 Penalty: 2929.616211
	Iteration 23Q: 3 clusters Score -843981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -843983.437500 Penalty: 2929.616211
	Iteration 24Q: 3 clusters Score -843983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -843985.562500 Penalty: 2929.616211
	Iteration 25Q: 3 clusters Score -843985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -843992.375000 Penalty: 2929.616211
	Iteration 26Q: 3 clusters Score -843992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -844002.437500 Penalty: 2929.616211
	Iteration 27Q: 3 clusters Score -844002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -844008.750000 Penalty: 2929.616211
	Iteration 28Q: 3 clusters Score -844008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -844012.062500 Penalty: 2929.616211
	Iteration 29Q: 3 clusters Score -844012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -844014.812500 Penalty: 2929.616211
	Iteration 30Q: 3 clusters Score -844014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -844016.812500 Penalty: 2929.616211
	Iteration 31Q: 3 clusters Score -844016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -844017.875000 Penalty: 2929.616211
	Iteration 32Q: 3 clusters Score -844017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -844018.687500 Penalty: 2929.616211
	Iteration 33Q: 3 clusters Score -844018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -844020.937500 Penalty: 2929.616211
	Iteration 34Q: 3 clusters Score -844020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -844021.500000 Penalty: 2929.616211
	Iteration 35Q: 3 clusters Score -844021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -844022.125000 Penalty: 2929.616211
	Iteration 36Q: 3 clusters Score -844022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -844022.125000 Penalty: 2929.616211
	Iteration 37F: 3 clusters Score -844022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -290252.687500 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -290252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -287555.968750 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -287556 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -288344.312500 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -288344.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -288548.062500 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -288548.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -288659.187500 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -288659.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -288725.343750 Penalty: 2608.399170
	Iteration 4Q: 3 clusters Score -288725.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -288760.312500 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -288760.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -288793.531250 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -288793.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -288815.718750 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -288815.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -288836.750000 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -288836.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -288856.531250 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -288856.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -288872.875000 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -288872.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -288889.218750 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -288889.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -288906.562500 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -288906.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -288935.968750 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -288936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -288960.656250 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -288960.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -288981.718750 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -288981.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -289009.500000 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -289009.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -289035.906250 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -289035.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -289056.468750 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -289056.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -289079.656250 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -289079.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -289101.000000 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -289101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -289119.343750 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -289119.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -289137.718750 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -289137.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -289160.406250 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -289160.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -289185.156250 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -289185.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -289208.906250 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -289208.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -289234.718750 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -289234.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -289275.781250 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -289275.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -289313.250000 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -289313.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -289337.593750 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -289337.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -289352.718750 Penalty: 2608.399170
	Iteration 30Q: 3 clusters Score -289352.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -289366.906250 Penalty: 2608.399170
	Iteration 31Q: 3 clusters Score -289366.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -289380.093750 Penalty: 2608.399170
	Iteration 32Q: 3 clusters Score -289380.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -289395.093750 Penalty: 2608.399170
	Iteration 33Q: 3 clusters Score -289395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -289402.031250 Penalty: 2608.399170
	Iteration 34Q: 3 clusters Score -289402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -289409.062500 Penalty: 2608.399170
	Iteration 35Q: 3 clusters Score -289409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -289418.468750 Penalty: 2608.399170
	Iteration 36Q: 3 clusters Score -289418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -289422.531250 Penalty: 2608.399170
	Iteration 37Q: 3 clusters Score -289422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -289425.218750 Penalty: 2608.399170
	Iteration 38Q: 3 clusters Score -289425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -289431.531250 Penalty: 2608.399170
	Iteration 39Q: 3 clusters Score -289431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -289439.125000 Penalty: 2608.399170
	Iteration 40F: 3 clusters Score -289439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -289454.687500 Penalty: 2608.399170
	Iteration 41Q: 3 clusters Score -289454.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -289473.218750 Penalty: 2608.399170
	Iteration 42Q: 3 clusters Score -289473.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -289491.906250 Penalty: 2608.399170
	Iteration 43Q: 3 clusters Score -289491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -289505.812500 Penalty: 2608.399170
	Iteration 44Q: 3 clusters Score -289505.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -289516.437500 Penalty: 2608.399170
	Iteration 45Q: 3 clusters Score -289516.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -289522.531250 Penalty: 2608.399170
	Iteration 46Q: 3 clusters Score -289522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -289527.437500 Penalty: 2608.399170
	Iteration 47Q: 3 clusters Score -289527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -289530.093750 Penalty: 2608.399170
	Iteration 48Q: 3 clusters Score -289530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -289538.406250 Penalty: 2608.399170
	Iteration 49Q: 3 clusters Score -289538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -289541.687500 Penalty: 2608.399170
	Iteration 50Q: 3 clusters Score -289541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -289543.562500 Penalty: 2608.399170
	Iteration 51Q: 3 clusters Score -289543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -289546.375000 Penalty: 2608.399170
	Iteration 52Q: 3 clusters Score -289546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -289547.500000 Penalty: 2608.399170
	Iteration 53Q: 3 clusters Score -289547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -289547.875000 Penalty: 2608.399170
	Iteration 54Q: 3 clusters Score -289547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -289547.875000 Penalty: 2608.399170
	Iteration 55F: 3 clusters Score -289547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -143908.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -143908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142086.328125 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -142086.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -142610.781250 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -142610.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -142775.796875 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -142775.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142873.718750 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -142873.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142958.437500 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -142958.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -143029.562500 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -143029.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -143066.609375 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -143066.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -143094.625000 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -143094.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143111.312500 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -143111.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143136.078125 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -143136.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -143157.171875 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -143157.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143177.218750 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -143177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143183.484375 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -143183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143186.515625 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -143186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143193.593750 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -143193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -143199.890625 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -143199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143203.593750 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -143203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143211.640625 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -143211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143218.109375 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -143218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143225.046875 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -143225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143232.437500 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -143232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -143241.953125 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -143242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143255.437500 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -143255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143268.875000 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -143268.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143279.625000 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -143279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -143290.406250 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -143290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143295.156250 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -143295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -143297.843750 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -143297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143300.515625 Penalty: 2408.362793
	Iteration 28Q: 3 clusters Score -143300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -143303.203125 Penalty: 2408.362793
	Iteration 29Q: 3 clusters Score -143303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -143307.609375 Penalty: 2408.362793
	Iteration 30Q: 3 clusters Score -143307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143313.953125 Penalty: 2408.362793
	Iteration 31Q: 3 clusters Score -143314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143324.234375 Penalty: 2408.362793
	Iteration 32Q: 3 clusters Score -143324.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143336.203125 Penalty: 2408.362793
	Iteration 33Q: 3 clusters Score -143336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143349.468750 Penalty: 2408.362793
	Iteration 34Q: 3 clusters Score -143349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143362.062500 Penalty: 2408.362793
	Iteration 35Q: 3 clusters Score -143362.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143378.109375 Penalty: 2408.362793
	Iteration 36Q: 3 clusters Score -143378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143392.687500 Penalty: 2408.362793
	Iteration 37Q: 3 clusters Score -143392.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143405.671875 Penalty: 2408.362793
	Iteration 38Q: 3 clusters Score -143405.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143413.906250 Penalty: 2408.362793
	Iteration 39Q: 3 clusters Score -143413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143423.390625 Penalty: 2408.362793
	Iteration 40F: 3 clusters Score -143423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -143438.500000 Penalty: 2408.362793
	Iteration 41Q: 3 clusters Score -143438.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143447.437500 Penalty: 2408.362793
	Iteration 42Q: 3 clusters Score -143447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143452.359375 Penalty: 2408.362793
	Iteration 43Q: 3 clusters Score -143452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143454.000000 Penalty: 2408.362793
	Iteration 44Q: 3 clusters Score -143454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143454.359375 Penalty: 2408.362793
	Iteration 45Q: 3 clusters Score -143454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143454.828125 Penalty: 2408.362793
	Iteration 46Q: 3 clusters Score -143454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143454.828125 Penalty: 2408.362793
	Iteration 47F: 3 clusters Score -143454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1133135.125000 Penalty: 1509.757202
	Iteration 0F: 2 clusters Score -1133135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1125345.250000 Penalty: 3019.514404
	Iteration 0F: 3 clusters Score -1125345 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1127913.125000 Penalty: 3019.514404
	Iteration 1F: 3 clusters Score -1127913 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1128342.375000 Penalty: 3019.514404
	Iteration 2F: 3 clusters Score -1128342 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1128857.500000 Penalty: 3019.514404
	Iteration 3F: 3 clusters Score -1128858 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1129503.750000 Penalty: 3019.514404
	Iteration 4F: 3 clusters Score -1129504 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1130258.625000 Penalty: 3019.514404
	Iteration 5F: 3 clusters Score -1130259 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1130977.250000 Penalty: 3019.514404
	Iteration 6F: 3 clusters Score -1130977 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1131604.875000 Penalty: 3019.514404
	Iteration 7F: 3 clusters Score -1131605 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1132104.500000 Penalty: 3019.514404
	Iteration 8F: 3 clusters Score -1132104 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1132500.375000 Penalty: 3019.514404
	Iteration 9Q: 3 clusters Score -1132500 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1132812.625000 Penalty: 3019.514404
	Iteration 10Q: 3 clusters Score -1132813 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1132977.125000 Penalty: 3019.514404
	Iteration 11Q: 3 clusters Score -1132977 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1133056.125000 Penalty: 3019.514404
	Iteration 12Q: 3 clusters Score -1133056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1133093.250000 Penalty: 3019.514404
	Iteration 13Q: 3 clusters Score -1133093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1133111.500000 Penalty: 3019.514404
	Iteration 14Q: 3 clusters Score -1133112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1133125.250000 Penalty: 3019.514404
	Iteration 15Q: 3 clusters Score -1133125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1133135.750000 Penalty: 3019.514404
	Iteration 16Q: 3 clusters Score -1133136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1133140.375000 Penalty: 3019.514404
	Iteration 17Q: 3 clusters Score -1133140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1133147.500000 Penalty: 3019.514404
	Iteration 18Q: 3 clusters Score -1133148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1133147.875000 Penalty: 3019.514404
	Iteration 19Q: 3 clusters Score -1133148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1133150.375000 Penalty: 3019.514404
	Iteration 20F: 3 clusters Score -1133150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1133150.625000 Penalty: 3019.514404
	Iteration 21Q: 3 clusters Score -1133151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1133150.625000 Penalty: 3019.514404
	Iteration 22Q: 3 clusters Score -1133151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1133150.500000 Penalty: 3019.514404
	Iteration 23Q: 3 clusters Score -1133150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1133149.875000 Penalty: 3019.514404
	Iteration 24Q: 3 clusters Score -1133150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1133149.875000 Penalty: 3019.514404
	Iteration 25F: 3 clusters Score -1133150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118118 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192101 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 4732 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97795 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29296 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66056 members 
Mstep: Class 48 contains 3170 members 
Mstep: Class 49 contains 6106 members 
Entering Unmasked Estep 
Score: -154066992.000000 Penalty: 113419.390625
Splitting cluster 24 changes total score from -154067744.000000 to -154066992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -536332.125000 Penalty: 1397.809082
	Iteration 0F: 2 clusters Score -536332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -532086.062500 Penalty: 2795.618164
	Iteration 0F: 3 clusters Score -532086.1 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -533340.437500 Penalty: 2795.618164
	Iteration 1F: 3 clusters Score -533340.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -533602.875000 Penalty: 2795.618164
	Iteration 2F: 3 clusters Score -533602.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -533855.750000 Penalty: 2795.618164
	Iteration 3F: 3 clusters Score -533855.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -534152.312500 Penalty: 2795.618164
	Iteration 4F: 3 clusters Score -534152.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -534450.250000 Penalty: 2795.618164
	Iteration 5F: 3 clusters Score -534450.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -534718.437500 Penalty: 2795.618164
	Iteration 6F: 3 clusters Score -534718.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -534948.500000 Penalty: 2795.618164
	Iteration 7F: 3 clusters Score -534948.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -535137.875000 Penalty: 2795.618164
	Iteration 8Q: 3 clusters Score -535137.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -535267.687500 Penalty: 2795.618164
	Iteration 9Q: 3 clusters Score -535267.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -535373.312500 Penalty: 2795.618164
	Iteration 10Q: 3 clusters Score -535373.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -535452.062500 Penalty: 2795.618164
	Iteration 11Q: 3 clusters Score -535452.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -535520.312500 Penalty: 2795.618164
	Iteration 12Q: 3 clusters Score -535520.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -535572.812500 Penalty: 2795.618164
	Iteration 13Q: 3 clusters Score -535572.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -535607.437500 Penalty: 2795.618164
	Iteration 14Q: 3 clusters Score -535607.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -535638.562500 Penalty: 2795.618164
	Iteration 15Q: 3 clusters Score -535638.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -535657.187500 Penalty: 2795.618164
	Iteration 16Q: 3 clusters Score -535657.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -535671.625000 Penalty: 2795.618164
	Iteration 17Q: 3 clusters Score -535671.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -535678.687500 Penalty: 2795.618164
	Iteration 18Q: 3 clusters Score -535678.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -535690.562500 Penalty: 2795.618164
	Iteration 19Q: 3 clusters Score -535690.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -535696.500000 Penalty: 2795.618164
	Iteration 20F: 3 clusters Score -535696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -535701.125000 Penalty: 2795.618164
	Iteration 21Q: 3 clusters Score -535701.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -535704.250000 Penalty: 2795.618164
	Iteration 22Q: 3 clusters Score -535704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -535709.562500 Penalty: 2795.618164
	Iteration 23Q: 3 clusters Score -535709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -535711.500000 Penalty: 2795.618164
	Iteration 24Q: 3 clusters Score -535711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -535712.375000 Penalty: 2795.618164
	Iteration 25Q: 3 clusters Score -535712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -535713.500000 Penalty: 2795.618164
	Iteration 26Q: 3 clusters Score -535713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -535714.500000 Penalty: 2795.618164
	Iteration 27Q: 3 clusters Score -535714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -535714.062500 Penalty: 2795.618164
	Iteration 28Q: 3 clusters Score -535714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -535716.625000 Penalty: 2795.618164
	Iteration 29Q: 3 clusters Score -535716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -535717.375000 Penalty: 2795.618164
	Iteration 30Q: 3 clusters Score -535717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -535718.187500 Penalty: 2795.618164
	Iteration 31Q: 3 clusters Score -535718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -535718.625000 Penalty: 2795.618164
	Iteration 32Q: 3 clusters Score -535718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -535718.687500 Penalty: 2795.618164
	Iteration 33Q: 3 clusters Score -535718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -535719.625000 Penalty: 2795.618164
	Iteration 34Q: 3 clusters Score -535719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -535720.000000 Penalty: 2795.618164
	Iteration 35Q: 3 clusters Score -535720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -535720.000000 Penalty: 2795.618164
	Iteration 36F: 3 clusters Score -535720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -514563.468750 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514563.5 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -515878.375000 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515878.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -516161.906250 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -516161.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -516390.937500 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516390.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -516583.343750 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -516583.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -516768.937500 Penalty: 2782.952637
	Iteration 5Q: 3 clusters Score -516768.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -516954.468750 Penalty: 2782.952637
	Iteration 6Q: 3 clusters Score -516954.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -517117.500000 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -517117.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -517256.906250 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -517256.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -517367.031250 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -517367 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -517438.562500 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -517438.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -517479.062500 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517479.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -517507.593750 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517507.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -517523.593750 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517523.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -517529.125000 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -517529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -517530.781250 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -517530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -517536.375000 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -517536.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -517539.250000 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -517539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -517540.500000 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -517540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -517542.656250 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -517542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -517543.187500 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -517543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -517543.312500 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -517543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -517543.312500 Penalty: 2782.952637
	Iteration 22F: 3 clusters Score -517543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -399877.781250 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -399877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -396381.687500 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -396381.7 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -397320.343750 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -397320.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -397513.937500 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -397513.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -397660.062500 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -397660.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -397778.187500 Penalty: 2706.903564
	Iteration 4Q: 3 clusters Score -397778.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -397880.281250 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -397880.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -397982.718750 Penalty: 2706.903564
	Iteration 6Q: 3 clusters Score -397982.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -398094.156250 Penalty: 2706.903564
	Iteration 7Q: 3 clusters Score -398094.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -398206.156250 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -398206.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -398325.468750 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -398325.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -398443.531250 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -398443.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -398539.593750 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -398539.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -398616.750000 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -398616.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -398684.750000 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -398684.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -398740.312500 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -398740.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -398798.593750 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -398798.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -398847.625000 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -398847.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -398885.031250 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -398885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -398930.656250 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -398930.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -398984.500000 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -398984.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -399019.625000 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -399019.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -399051.156250 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -399051.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -399077.156250 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -399077.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -399096.687500 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -399096.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -399122.906250 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -399122.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -399141.687500 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -399141.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -399157.593750 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -399157.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -399173.218750 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -399173.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -399187.750000 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -399187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -399197.687500 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -399197.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -399204.968750 Penalty: 2706.903564
	Iteration 30Q: 3 clusters Score -399205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -399211.000000 Penalty: 2706.903564
	Iteration 31Q: 3 clusters Score -399211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -399216.687500 Penalty: 2706.903564
	Iteration 32Q: 3 clusters Score -399216.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -399222.656250 Penalty: 2706.903564
	Iteration 33Q: 3 clusters Score -399222.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -399226.031250 Penalty: 2706.903564
	Iteration 34Q: 3 clusters Score -399226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -399230.000000 Penalty: 2706.903564
	Iteration 35Q: 3 clusters Score -399230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -399230.906250 Penalty: 2706.903564
	Iteration 36Q: 3 clusters Score -399230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -399231.312500 Penalty: 2706.903564
	Iteration 37Q: 3 clusters Score -399231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -399233.750000 Penalty: 2706.903564
	Iteration 38Q: 3 clusters Score -399233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399234.718750 Penalty: 2706.903564
	Iteration 39Q: 3 clusters Score -399234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399235.375000 Penalty: 2706.903564
	Iteration 40F: 3 clusters Score -399235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -399235.031250 Penalty: 2706.903564
	Iteration 41Q: 3 clusters Score -399235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -399235.281250 Penalty: 2706.903564
	Iteration 42Q: 3 clusters Score -399235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -399235.593750 Penalty: 2706.903564
	Iteration 43Q: 3 clusters Score -399235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -399236.968750 Penalty: 2706.903564
	Iteration 44Q: 3 clusters Score -399237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -399239.250000 Penalty: 2706.903564
	Iteration 45Q: 3 clusters Score -399239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -399241.125000 Penalty: 2706.903564
	Iteration 46Q: 3 clusters Score -399241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -399241.906250 Penalty: 2706.903564
	Iteration 47Q: 3 clusters Score -399241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -399241.843750 Penalty: 2706.903564
	Iteration 48Q: 3 clusters Score -399241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -399241.843750 Penalty: 2706.903564
	Iteration 49F: 3 clusters Score -399241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -399692.156250 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -399692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -396307.312500 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -396307.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -397225.687500 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -397225.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -397425.656250 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -397425.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397570.187500 Penalty: 2699.442871
	Iteration 3F: 3 clusters Score -397570.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -397688.031250 Penalty: 2699.442871
	Iteration 4Q: 3 clusters Score -397688 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -397778.281250 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -397778.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -397847.875000 Penalty: 2699.442871
	Iteration 6Q: 3 clusters Score -397847.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -397905.375000 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -397905.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -397952.906250 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -397952.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -398004.718750 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -398004.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -398068.656250 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -398068.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -398122.250000 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -398122.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -398177.125000 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -398177.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -398224.406250 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -398224.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -398270.062500 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -398270.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -398324.093750 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -398324.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -398369.062500 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -398369.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -398408.375000 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -398408.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -398442.843750 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -398442.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -398486.125000 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -398486.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -398520.843750 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -398520.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -398548.468750 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -398548.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -398574.843750 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -398574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -398589.343750 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -398589.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -398596.906250 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -398596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -398603.468750 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -398603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -398604.656250 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -398604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -398605.718750 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -398605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -398608.843750 Penalty: 2699.442871
	Iteration 28Q: 3 clusters Score -398608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -398611.375000 Penalty: 2699.442871
	Iteration 29Q: 3 clusters Score -398611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -398611.843750 Penalty: 2699.442871
	Iteration 30Q: 3 clusters Score -398611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -398613.468750 Penalty: 2699.442871
	Iteration 31Q: 3 clusters Score -398613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -398615.125000 Penalty: 2699.442871
	Iteration 32Q: 3 clusters Score -398615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -398615.062500 Penalty: 2699.442871
	Iteration 33Q: 3 clusters Score -398615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -398615.062500 Penalty: 2699.442871
	Iteration 34F: 3 clusters Score -398615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Entering Unmasked Estep 
Score: -8425415.000000 Penalty: 1835.335327
	Iteration 0F: 2 clusters Score -8425415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -8371697.000000 Penalty: 3670.670654
	Iteration 0F: 3 clusters Score -8371697 nChanged 38162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -8394361.000000 Penalty: 3670.670654
	Iteration 1F: 3 clusters Score -8394361 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8395485.000000 Penalty: 3670.670654
	Iteration 2Q: 3 clusters Score -8395485 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -8396720.000000 Penalty: 3670.670654
	Iteration 3Q: 3 clusters Score -8396720 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -8398315.000000 Penalty: 3670.670654
	Iteration 4Q: 3 clusters Score -8398315 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -8400421.000000 Penalty: 3670.670654
	Iteration 5F: 3 clusters Score -8400421 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -8403357.000000 Penalty: 3670.670654
	Iteration 6F: 3 clusters Score -8403357 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -8407173.000000 Penalty: 3670.670654
	Iteration 7F: 3 clusters Score -8407173 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -8411724.000000 Penalty: 3670.670654
	Iteration 8F: 3 clusters Score -8411724 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -8415896.000000 Penalty: 3670.670654
	Iteration 9F: 3 clusters Score -8415896 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
Score: -8418847.000000 Penalty: 3670.670654
	Iteration 10Q: 3 clusters Score -8418847 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -8420724.000000 Penalty: 3670.670654
	Iteration 11Q: 3 clusters Score -8420724 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -8421867.000000 Penalty: 3670.670654
	Iteration 12Q: 3 clusters Score -8421867 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -8422633.000000 Penalty: 3670.670654
	Iteration 13Q: 3 clusters Score -8422633 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -8423065.000000 Penalty: 3670.670654
	Iteration 14Q: 3 clusters Score -8423065 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -8423349.000000 Penalty: 3670.670654
	Iteration 15Q: 3 clusters Score -8423349 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -8423550.000000 Penalty: 3670.670654
	Iteration 16Q: 3 clusters Score -8423550 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -8423716.000000 Penalty: 3670.670654
	Iteration 17Q: 3 clusters Score -8423716 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -8423808.000000 Penalty: 3670.670654
	Iteration 18Q: 3 clusters Score -8423808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -8423850.000000 Penalty: 3670.670654
	Iteration 19Q: 3 clusters Score -8423850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -8423889.000000 Penalty: 3670.670654
	Iteration 20F: 3 clusters Score -8423889 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -8423909.000000 Penalty: 3670.670654
	Iteration 21Q: 3 clusters Score -8423909 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -8423938.000000 Penalty: 3670.670654
	Iteration 22Q: 3 clusters Score -8423938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -8423970.000000 Penalty: 3670.670654
	Iteration 23Q: 3 clusters Score -8423970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -8423987.000000 Penalty: 3670.670654
	Iteration 24Q: 3 clusters Score -8423987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -8423984.000000 Penalty: 3670.670654
	Iteration 25Q: 3 clusters Score -8423984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -8424006.000000 Penalty: 3670.670654
	Iteration 26Q: 3 clusters Score -8424006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -8424021.000000 Penalty: 3670.670654
	Iteration 27Q: 3 clusters Score -8424021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -8424033.000000 Penalty: 3670.670654
	Iteration 28Q: 3 clusters Score -8424033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -8424046.000000 Penalty: 3670.670654
	Iteration 29Q: 3 clusters Score -8424046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -8424060.000000 Penalty: 3670.670654
	Iteration 30Q: 3 clusters Score -8424060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -8424062.000000 Penalty: 3670.670654
	Iteration 31Q: 3 clusters Score -8424062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -8424056.000000 Penalty: 3670.670654
	Iteration 32Q: 3 clusters Score -8424056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -8424064.000000 Penalty: 3670.670654
	Iteration 33Q: 3 clusters Score -8424064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -8424056.000000 Penalty: 3670.670654
	Iteration 34Q: 3 clusters Score -8424056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -8424069.000000 Penalty: 3670.670654
	Iteration 35Q: 3 clusters Score -8424069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -8424059.000000 Penalty: 3670.670654
	Iteration 36Q: 3 clusters Score -8424059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -8424057.000000 Penalty: 3670.670654
	Iteration 37Q: 3 clusters Score -8424057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -8424065.000000 Penalty: 3670.670654
	Iteration 38Q: 3 clusters Score -8424065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -8424072.000000 Penalty: 3670.670654
	Iteration 39Q: 3 clusters Score -8424072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -8424069.000000 Penalty: 3670.670654
	Iteration 40F: 3 clusters Score -8424069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -8424077.000000 Penalty: 3670.670654
	Iteration 41Q: 3 clusters Score -8424077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -8424086.000000 Penalty: 3670.670654
	Iteration 42Q: 3 clusters Score -8424086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -8424086.000000 Penalty: 3670.670654
	Iteration 43Q: 3 clusters Score -8424086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -8424087.000000 Penalty: 3670.670654
	Iteration 44Q: 3 clusters Score -8424087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -8424096.000000 Penalty: 3670.670654
	Iteration 45Q: 3 clusters Score -8424096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -8424089.000000 Penalty: 3670.670654
	Iteration 46Q: 3 clusters Score -8424089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -8424100.000000 Penalty: 3670.670654
	Iteration 47Q: 3 clusters Score -8424100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -8424096.000000 Penalty: 3670.670654
	Iteration 48Q: 3 clusters Score -8424096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -8424102.000000 Penalty: 3670.670654
	Iteration 49Q: 3 clusters Score -8424102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -8424096.000000 Penalty: 3670.670654
	Iteration 50Q: 3 clusters Score -8424096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -8424098.000000 Penalty: 3670.670654
	Iteration 51Q: 3 clusters Score -8424098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -8424100.000000 Penalty: 3670.670654
	Iteration 52Q: 3 clusters Score -8424100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -8424104.000000 Penalty: 3670.670654
	Iteration 53Q: 3 clusters Score -8424104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -8424105.000000 Penalty: 3670.670654
	Iteration 54Q: 3 clusters Score -8424105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -8424105.000000 Penalty: 3670.670654
	Iteration 55Q: 3 clusters Score -8424105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -8424102.000000 Penalty: 3670.670654
	Iteration 56Q: 3 clusters Score -8424102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -8424108.000000 Penalty: 3670.670654
	Iteration 57Q: 3 clusters Score -8424108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -8424108.000000 Penalty: 3670.670654
	Iteration 58Q: 3 clusters Score -8424108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -8424105.000000 Penalty: 3670.670654
	Iteration 59Q: 3 clusters Score -8424105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -8424105.000000 Penalty: 3670.670654
	Iteration 60F: 3 clusters Score -8424105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -8424107.000000 Penalty: 3670.670654
	Iteration 61Q: 3 clusters Score -8424107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -8424107.000000 Penalty: 3670.670654
	Iteration 62Q: 3 clusters Score -8424107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -8424107.000000 Penalty: 3670.670654
	Iteration 63Q: 3 clusters Score -8424107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -8424110.000000 Penalty: 3670.670654
	Iteration 64Q: 3 clusters Score -8424110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -8424104.000000 Penalty: 3670.670654
	Iteration 65Q: 3 clusters Score -8424104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -8424109.000000 Penalty: 3670.670654
	Iteration 66Q: 3 clusters Score -8424109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -8424113.000000 Penalty: 3670.670654
	Iteration 67Q: 3 clusters Score -8424113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -8424116.000000 Penalty: 3670.670654
	Iteration 68Q: 3 clusters Score -8424116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -8424113.000000 Penalty: 3670.670654
	Iteration 69Q: 3 clusters Score -8424113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -8424112.000000 Penalty: 3670.670654
	Iteration 70Q: 3 clusters Score -8424112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -8424113.000000 Penalty: 3670.670654
	Iteration 71Q: 3 clusters Score -8424113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -8424109.000000 Penalty: 3670.670654
	Iteration 72Q: 3 clusters Score -8424109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -8424112.000000 Penalty: 3670.670654
	Iteration 73Q: 3 clusters Score -8424112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -8424116.000000 Penalty: 3670.670654
	Iteration 74Q: 3 clusters Score -8424116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -8424111.000000 Penalty: 3670.670654
	Iteration 75Q: 3 clusters Score -8424111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -8424109.000000 Penalty: 3670.670654
	Iteration 76Q: 3 clusters Score -8424109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -8424109.000000 Penalty: 3670.670654
	Iteration 77Q: 3 clusters Score -8424109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -8424111.000000 Penalty: 3670.670654
	Iteration 78Q: 3 clusters Score -8424111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -8424114.000000 Penalty: 3670.670654
	Iteration 79Q: 3 clusters Score -8424114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -8424107.000000 Penalty: 3670.670654
	Iteration 80F: 3 clusters Score -8424107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -8424113.000000 Penalty: 3670.670654
	Iteration 81Q: 3 clusters Score -8424113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -8424118.000000 Penalty: 3670.670654
	Iteration 82Q: 3 clusters Score -8424118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -8424117.000000 Penalty: 3670.670654
	Iteration 83Q: 3 clusters Score -8424117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -8424125.000000 Penalty: 3670.670654
	Iteration 84Q: 3 clusters Score -8424125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -8424118.000000 Penalty: 3670.670654
	Iteration 85Q: 3 clusters Score -8424118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -8424126.000000 Penalty: 3670.670654
	Iteration 86Q: 3 clusters Score -8424126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -8424129.000000 Penalty: 3670.670654
	Iteration 87Q: 3 clusters Score -8424129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -8424129.000000 Penalty: 3670.670654
	Iteration 88F: 3 clusters Score -8424129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -550867.500000 Penalty: 1400.562622
	Iteration 0F: 2 clusters Score -550867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -546542.875000 Penalty: 2801.125244
	Iteration 0F: 3 clusters Score -546542.9 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -547784.375000 Penalty: 2801.125244
	Iteration 1F: 3 clusters Score -547784.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -548049.812500 Penalty: 2801.125244
	Iteration 2F: 3 clusters Score -548049.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -548285.937500 Penalty: 2801.125244
	Iteration 3F: 3 clusters Score -548285.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -548567.312500 Penalty: 2801.125244
	Iteration 4F: 3 clusters Score -548567.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -548847.937500 Penalty: 2801.125244
	Iteration 5F: 3 clusters Score -548847.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -549168.812500 Penalty: 2801.125244
	Iteration 6F: 3 clusters Score -549168.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -549495.375000 Penalty: 2801.125244
	Iteration 7F: 3 clusters Score -549495.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -549794.437500 Penalty: 2801.125244
	Iteration 8F: 3 clusters Score -549794.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -550016.937500 Penalty: 2801.125244
	Iteration 9Q: 3 clusters Score -550016.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -550183.437500 Penalty: 2801.125244
	Iteration 10Q: 3 clusters Score -550183.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -550318.937500 Penalty: 2801.125244
	Iteration 11Q: 3 clusters Score -550318.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -550423.562500 Penalty: 2801.125244
	Iteration 12Q: 3 clusters Score -550423.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -550497.000000 Penalty: 2801.125244
	Iteration 13Q: 3 clusters Score -550497 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -550553.312500 Penalty: 2801.125244
	Iteration 14Q: 3 clusters Score -550553.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -550590.250000 Penalty: 2801.125244
	Iteration 15Q: 3 clusters Score -550590.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -550616.062500 Penalty: 2801.125244
	Iteration 16Q: 3 clusters Score -550616.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -550647.062500 Penalty: 2801.125244
	Iteration 17Q: 3 clusters Score -550647.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -550677.437500 Penalty: 2801.125244
	Iteration 18Q: 3 clusters Score -550677.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -550699.625000 Penalty: 2801.125244
	Iteration 19Q: 3 clusters Score -550699.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -550719.125000 Penalty: 2801.125244
	Iteration 20F: 3 clusters Score -550719.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -550744.000000 Penalty: 2801.125244
	Iteration 21Q: 3 clusters Score -550744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -550756.562500 Penalty: 2801.125244
	Iteration 22Q: 3 clusters Score -550756.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -550768.250000 Penalty: 2801.125244
	Iteration 23Q: 3 clusters Score -550768.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -550779.125000 Penalty: 2801.125244
	Iteration 24Q: 3 clusters Score -550779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -550784.187500 Penalty: 2801.125244
	Iteration 25Q: 3 clusters Score -550784.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -550789.375000 Penalty: 2801.125244
	Iteration 26Q: 3 clusters Score -550789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -550794.375000 Penalty: 2801.125244
	Iteration 27Q: 3 clusters Score -550794.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -550806.500000 Penalty: 2801.125244
	Iteration 28Q: 3 clusters Score -550806.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -550818.812500 Penalty: 2801.125244
	Iteration 29Q: 3 clusters Score -550818.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -550829.125000 Penalty: 2801.125244
	Iteration 30Q: 3 clusters Score -550829.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -550837.187500 Penalty: 2801.125244
	Iteration 31Q: 3 clusters Score -550837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -550842.250000 Penalty: 2801.125244
	Iteration 32Q: 3 clusters Score -550842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -550847.125000 Penalty: 2801.125244
	Iteration 33Q: 3 clusters Score -550847.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -550854.062500 Penalty: 2801.125244
	Iteration 34Q: 3 clusters Score -550854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -550860.812500 Penalty: 2801.125244
	Iteration 35Q: 3 clusters Score -550860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -550864.125000 Penalty: 2801.125244
	Iteration 36Q: 3 clusters Score -550864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -550867.187500 Penalty: 2801.125244
	Iteration 37Q: 3 clusters Score -550867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -550869.125000 Penalty: 2801.125244
	Iteration 38Q: 3 clusters Score -550869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -550870.937500 Penalty: 2801.125244
	Iteration 39Q: 3 clusters Score -550870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -550871.812500 Penalty: 2801.125244
	Iteration 40F: 3 clusters Score -550871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -550873.875000 Penalty: 2801.125244
	Iteration 41Q: 3 clusters Score -550873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -550874.312500 Penalty: 2801.125244
	Iteration 42Q: 3 clusters Score -550874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -550874.500000 Penalty: 2801.125244
	Iteration 43Q: 3 clusters Score -550874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -550874.500000 Penalty: 2801.125244
	Iteration 44F: 3 clusters Score -550874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118118 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192101 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 3537 members 
Mstep: Class 31 contains 97795 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29296 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66056 members 
Mstep: Class 48 contains 3170 members 
Mstep: Class 49 contains 1998 members 
Entering Unmasked Estep 
Score: -154066432.000000 Penalty: 113419.390625
Splitting cluster 30 changes total score from -154067744.000000 to -154066432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (97795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Entering Unmasked Estep 
Score: -10242682.000000 Penalty: 1867.227295
	Iteration 0F: 2 clusters Score -1.024268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -10177491.000000 Penalty: 3734.454590
	Iteration 0F: 3 clusters Score -1.017749e+07 nChanged 46701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -10204890.000000 Penalty: 3734.454590
	Iteration 1F: 3 clusters Score -1.020489e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -10205545.000000 Penalty: 3734.454590
	Iteration 2Q: 3 clusters Score -1.020554e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -10206326.000000 Penalty: 3734.454590
	Iteration 3Q: 3 clusters Score -1.020633e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -10207218.000000 Penalty: 3734.454590
	Iteration 4Q: 3 clusters Score -1.020722e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -10208219.000000 Penalty: 3734.454590
	Iteration 5Q: 3 clusters Score -1.020822e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -10209466.000000 Penalty: 3734.454590
	Iteration 6Q: 3 clusters Score -1.020947e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -10210928.000000 Penalty: 3734.454590
	Iteration 7Q: 3 clusters Score -1.021093e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -10212663.000000 Penalty: 3734.454590
	Iteration 8Q: 3 clusters Score -1.021266e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -10214470.000000 Penalty: 3734.454590
	Iteration 9Q: 3 clusters Score -1.021447e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -10216212.000000 Penalty: 3734.454590
	Iteration 10Q: 3 clusters Score -1.021621e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -10217851.000000 Penalty: 3734.454590
	Iteration 11Q: 3 clusters Score -1.021785e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -10219553.000000 Penalty: 3734.454590
	Iteration 12Q: 3 clusters Score -1.021955e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -10221155.000000 Penalty: 3734.454590
	Iteration 13Q: 3 clusters Score -1.022116e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -10223090.000000 Penalty: 3734.454590
	Iteration 14Q: 3 clusters Score -1.022309e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -10225193.000000 Penalty: 3734.454590
	Iteration 15Q: 3 clusters Score -1.022519e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -10227479.000000 Penalty: 3734.454590
	Iteration 16Q: 3 clusters Score -1.022748e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -10229656.000000 Penalty: 3734.454590
	Iteration 17Q: 3 clusters Score -1.022966e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -10231636.000000 Penalty: 3734.454590
	Iteration 18Q: 3 clusters Score -1.023164e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -10233258.000000 Penalty: 3734.454590
	Iteration 19Q: 3 clusters Score -1.023326e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -10234524.000000 Penalty: 3734.454590
	Iteration 20F: 3 clusters Score -1.023452e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -10235472.000000 Penalty: 3734.454590
	Iteration 21Q: 3 clusters Score -1.023547e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -10236168.000000 Penalty: 3734.454590
	Iteration 22Q: 3 clusters Score -1.023617e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 3734.454590
	Iteration 23Q: 3 clusters Score -1.023668e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -10237161.000000 Penalty: 3734.454590
	Iteration 24Q: 3 clusters Score -1.023716e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -10237582.000000 Penalty: 3734.454590
	Iteration 25Q: 3 clusters Score -1.023758e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -10237944.000000 Penalty: 3734.454590
	Iteration 26Q: 3 clusters Score -1.023794e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -10238349.000000 Penalty: 3734.454590
	Iteration 27Q: 3 clusters Score -1.023835e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -10238745.000000 Penalty: 3734.454590
	Iteration 28Q: 3 clusters Score -1.023874e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -10239028.000000 Penalty: 3734.454590
	Iteration 29Q: 3 clusters Score -1.023903e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -10239359.000000 Penalty: 3734.454590
	Iteration 30Q: 3 clusters Score -1.023936e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -10239641.000000 Penalty: 3734.454590
	Iteration 31Q: 3 clusters Score -1.023964e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -10239915.000000 Penalty: 3734.454590
	Iteration 32Q: 3 clusters Score -1.023992e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -10240155.000000 Penalty: 3734.454590
	Iteration 33Q: 3 clusters Score -1.024016e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -10240343.000000 Penalty: 3734.454590
	Iteration 34Q: 3 clusters Score -1.024034e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10240556.000000 Penalty: 3734.454590
	Iteration 35Q: 3 clusters Score -1.024056e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10240718.000000 Penalty: 3734.454590
	Iteration 36Q: 3 clusters Score -1.024072e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10240804.000000 Penalty: 3734.454590
	Iteration 37Q: 3 clusters Score -1.02408e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10240910.000000 Penalty: 3734.454590
	Iteration 38Q: 3 clusters Score -1.024091e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10240987.000000 Penalty: 3734.454590
	Iteration 39Q: 3 clusters Score -1.024099e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10241076.000000 Penalty: 3734.454590
	Iteration 40F: 3 clusters Score -1.024108e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10241109.000000 Penalty: 3734.454590
	Iteration 41Q: 3 clusters Score -1.024111e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10241139.000000 Penalty: 3734.454590
	Iteration 42Q: 3 clusters Score -1.024114e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10241149.000000 Penalty: 3734.454590
	Iteration 43Q: 3 clusters Score -1.024115e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10241179.000000 Penalty: 3734.454590
	Iteration 44Q: 3 clusters Score -1.024118e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10241182.000000 Penalty: 3734.454590
	Iteration 45Q: 3 clusters Score -1.024118e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10241214.000000 Penalty: 3734.454590
	Iteration 46Q: 3 clusters Score -1.024121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10241220.000000 Penalty: 3734.454590
	Iteration 47Q: 3 clusters Score -1.024122e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10241234.000000 Penalty: 3734.454590
	Iteration 48Q: 3 clusters Score -1.024123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10241247.000000 Penalty: 3734.454590
	Iteration 49Q: 3 clusters Score -1.024125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10241266.000000 Penalty: 3734.454590
	Iteration 50Q: 3 clusters Score -1.024127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10241275.000000 Penalty: 3734.454590
	Iteration 51Q: 3 clusters Score -1.024128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10241278.000000 Penalty: 3734.454590
	Iteration 52Q: 3 clusters Score -1.024128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96753 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10241288.000000 Penalty: 3734.454590
	Iteration 53Q: 3 clusters Score -1.024129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10241297.000000 Penalty: 3734.454590
	Iteration 54Q: 3 clusters Score -1.02413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10241309.000000 Penalty: 3734.454590
	Iteration 55Q: 3 clusters Score -1.024131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10241311.000000 Penalty: 3734.454590
	Iteration 56Q: 3 clusters Score -1.024131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10241317.000000 Penalty: 3734.454590
	Iteration 57Q: 3 clusters Score -1.024132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10241330.000000 Penalty: 3734.454590
	Iteration 58Q: 3 clusters Score -1.024133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10241338.000000 Penalty: 3734.454590
	Iteration 59Q: 3 clusters Score -1.024134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10241341.000000 Penalty: 3734.454590
	Iteration 60F: 3 clusters Score -1.024134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10241334.000000 Penalty: 3734.454590
	Iteration 61Q: 3 clusters Score -1.024133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10241333.000000 Penalty: 3734.454590
	Iteration 62Q: 3 clusters Score -1.024133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10241339.000000 Penalty: 3734.454590
	Iteration 63Q: 3 clusters Score -1.024134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10241328.000000 Penalty: 3734.454590
	Iteration 64Q: 3 clusters Score -1.024133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10241333.000000 Penalty: 3734.454590
	Iteration 65Q: 3 clusters Score -1.024133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10241344.000000 Penalty: 3734.454590
	Iteration 66Q: 3 clusters Score -1.024134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10241345.000000 Penalty: 3734.454590
	Iteration 67Q: 3 clusters Score -1.024134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10241345.000000 Penalty: 3734.454590
	Iteration 68F: 3 clusters Score -1.024134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 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 1538 members 
Entering Unmasked Estep 
Score: -302932.125000 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302932.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -303650.343750 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -303650.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -303900.000000 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -303900 nChanged 233
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: -304409.750000 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -304409.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -304970.343750 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -304970.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -305260.937500 Penalty: 2610.728027
	Iteration 5F: 3 clusters Score -305260.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -305429.343750 Penalty: 2610.728027
	Iteration 6F: 3 clusters Score -305429.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -305526.906250 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305526.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -305575.031250 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -305620.031250 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -305620 nChanged 42
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: -305667.843750 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -305667.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -305716.531250 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -305716.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -305765.250000 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -305765.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -305804.968750 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -305805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -305826.562500 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -305826.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -305840.906250 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -305840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -305851.000000 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -305851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -305860.437500 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -305860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -305867.906250 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -305867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -305871.093750 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -305871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -305872.968750 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -305873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -305877.718750 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -305877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -305880.187500 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -305880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -305881.093750 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -305881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -305881.437500 Penalty: 2610.728027
	Iteration 24Q: 3 clusters Score -305881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -305882.218750 Penalty: 2610.728027
	Iteration 25Q: 3 clusters Score -305882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -305882.218750 Penalty: 2610.728027
	Iteration 26F: 3 clusters Score -305882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118118 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192101 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97795 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29296 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66056 members 
Mstep: Class 48 contains 3170 members 
Mstep: Class 49 contains 564 members 
Entering Unmasked Estep 
Score: -154066704.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067744.000000 to -154066704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -258679.140625 Penalty: 1291.382812
	Iteration 0F: 2 clusters Score -258679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -256112.828125 Penalty: 2582.765625
	Iteration 0F: 3 clusters Score -256112.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -256954.843750 Penalty: 2582.765625
	Iteration 1F: 3 clusters Score -256954.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -257305.906250 Penalty: 2582.765625
	Iteration 2F: 3 clusters Score -257305.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257598.062500 Penalty: 2582.765625
	Iteration 3F: 3 clusters Score -257598.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -257807.140625 Penalty: 2582.765625
	Iteration 4F: 3 clusters Score -257807.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -257974.453125 Penalty: 2582.765625
	Iteration 5F: 3 clusters Score -257974.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -258105.437500 Penalty: 2582.765625
	Iteration 6Q: 3 clusters Score -258105.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -258218.781250 Penalty: 2582.765625
	Iteration 7Q: 3 clusters Score -258218.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -258322.875000 Penalty: 2582.765625
	Iteration 8Q: 3 clusters Score -258322.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -258388.546875 Penalty: 2582.765625
	Iteration 9Q: 3 clusters Score -258388.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -258424.781250 Penalty: 2582.765625
	Iteration 10Q: 3 clusters Score -258424.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -258451.031250 Penalty: 2582.765625
	Iteration 11Q: 3 clusters Score -258451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -258465.859375 Penalty: 2582.765625
	Iteration 12Q: 3 clusters Score -258465.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -258472.843750 Penalty: 2582.765625
	Iteration 13Q: 3 clusters Score -258472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -258478.156250 Penalty: 2582.765625
	Iteration 14Q: 3 clusters Score -258478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -258505.046875 Penalty: 2582.765625
	Iteration 15Q: 3 clusters Score -258505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -258512.156250 Penalty: 2582.765625
	Iteration 16Q: 3 clusters Score -258512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -258514.656250 Penalty: 2582.765625
	Iteration 17Q: 3 clusters Score -258514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -258517.578125 Penalty: 2582.765625
	Iteration 18Q: 3 clusters Score -258517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -258520.421875 Penalty: 2582.765625
	Iteration 19Q: 3 clusters Score -258520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -258524.375000 Penalty: 2582.765625
	Iteration 20F: 3 clusters Score -258524.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -258529.218750 Penalty: 2582.765625
	Iteration 21Q: 3 clusters Score -258529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -258537.484375 Penalty: 2582.765625
	Iteration 22Q: 3 clusters Score -258537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -258546.875000 Penalty: 2582.765625
	Iteration 23Q: 3 clusters Score -258546.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -258555.281250 Penalty: 2582.765625
	Iteration 24Q: 3 clusters Score -258555.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -258558.093750 Penalty: 2582.765625
	Iteration 25Q: 3 clusters Score -258558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -258559.968750 Penalty: 2582.765625
	Iteration 26Q: 3 clusters Score -258560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -258561.921875 Penalty: 2582.765625
	Iteration 27Q: 3 clusters Score -258561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -258562.859375 Penalty: 2582.765625
	Iteration 28Q: 3 clusters Score -258562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -258562.859375 Penalty: 2582.765625
	Iteration 29F: 3 clusters Score -258562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -168543.984375 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -168544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -166525.187500 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -166525.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -167113.640625 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -167113.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -167334.109375 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -167334.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -167468.937500 Penalty: 2470.942627
	Iteration 3F: 3 clusters Score -167468.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -167555.531250 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -167555.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -167658.890625 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -167658.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -167732.187500 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -167732.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167785.671875 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -167785.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167828.218750 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -167828.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167868.968750 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -167869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167921.359375 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -167921.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -167948.718750 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -167948.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -167964.515625 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -167964.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -167977.609375 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -167977.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -167986.203125 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -167986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -167994.109375 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -167994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -167999.500000 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -167999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -168008.515625 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -168008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -168014.140625 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -168014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -168016.250000 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -168016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -168016.515625 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -168016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -168018.187500 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -168018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -168020.500000 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -168020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -168026.390625 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -168026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -168031.593750 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -168031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -168040.984375 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -168041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -168047.625000 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -168047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -168051.406250 Penalty: 2470.942627
	Iteration 27Q: 3 clusters Score -168051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168054.640625 Penalty: 2470.942627
	Iteration 28Q: 3 clusters Score -168054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -168058.734375 Penalty: 2470.942627
	Iteration 29Q: 3 clusters Score -168058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -168061.562500 Penalty: 2470.942627
	Iteration 30Q: 3 clusters Score -168061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -168062.937500 Penalty: 2470.942627
	Iteration 31Q: 3 clusters Score -168062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168063.578125 Penalty: 2470.942627
	Iteration 32Q: 3 clusters Score -168063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168064.203125 Penalty: 2470.942627
	Iteration 33Q: 3 clusters Score -168064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168064.203125 Penalty: 2470.942627
	Iteration 34F: 3 clusters Score -168064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Entering Unmasked Estep 
Score: -737512.375000 Penalty: 1451.033325
	Iteration 0F: 2 clusters Score -737512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -731950.562500 Penalty: 2902.066650
	Iteration 0F: 3 clusters Score -731950.6 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -733825.375000 Penalty: 2902.066650
	Iteration 1F: 3 clusters Score -733825.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -734071.812500 Penalty: 2902.066650
	Iteration 2F: 3 clusters Score -734071.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -734252.437500 Penalty: 2902.066650
	Iteration 3F: 3 clusters Score -734252.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -734401.375000 Penalty: 2902.066650
	Iteration 4Q: 3 clusters Score -734401.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -734528.875000 Penalty: 2902.066650
	Iteration 5Q: 3 clusters Score -734528.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -734645.437500 Penalty: 2902.066650
	Iteration 6Q: 3 clusters Score -734645.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -734744.437500 Penalty: 2902.066650
	Iteration 7Q: 3 clusters Score -734744.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -734853.250000 Penalty: 2902.066650
	Iteration 8Q: 3 clusters Score -734853.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -734970.125000 Penalty: 2902.066650
	Iteration 9Q: 3 clusters Score -734970.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -735105.375000 Penalty: 2902.066650
	Iteration 10Q: 3 clusters Score -735105.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -735278.687500 Penalty: 2902.066650
	Iteration 11Q: 3 clusters Score -735278.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -735477.687500 Penalty: 2902.066650
	Iteration 12Q: 3 clusters Score -735477.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -735646.875000 Penalty: 2902.066650
	Iteration 13Q: 3 clusters Score -735646.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -735797.375000 Penalty: 2902.066650
	Iteration 14Q: 3 clusters Score -735797.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -735931.812500 Penalty: 2902.066650
	Iteration 15Q: 3 clusters Score -735931.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -736065.187500 Penalty: 2902.066650
	Iteration 16Q: 3 clusters Score -736065.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -736163.000000 Penalty: 2902.066650
	Iteration 17Q: 3 clusters Score -736163 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -736247.562500 Penalty: 2902.066650
	Iteration 18Q: 3 clusters Score -736247.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -736310.062500 Penalty: 2902.066650
	Iteration 19Q: 3 clusters Score -736310.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -736340.875000 Penalty: 2902.066650
	Iteration 20F: 3 clusters Score -736340.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -736363.625000 Penalty: 2902.066650
	Iteration 21Q: 3 clusters Score -736363.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -736383.000000 Penalty: 2902.066650
	Iteration 22Q: 3 clusters Score -736383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -736398.562500 Penalty: 2902.066650
	Iteration 23Q: 3 clusters Score -736398.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -736410.875000 Penalty: 2902.066650
	Iteration 24Q: 3 clusters Score -736410.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -736423.437500 Penalty: 2902.066650
	Iteration 25Q: 3 clusters Score -736423.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -736433.187500 Penalty: 2902.066650
	Iteration 26Q: 3 clusters Score -736433.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -736447.062500 Penalty: 2902.066650
	Iteration 27Q: 3 clusters Score -736447.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -736460.250000 Penalty: 2902.066650
	Iteration 28Q: 3 clusters Score -736460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -736469.437500 Penalty: 2902.066650
	Iteration 29Q: 3 clusters Score -736469.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -736474.750000 Penalty: 2902.066650
	Iteration 30Q: 3 clusters Score -736474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -736481.000000 Penalty: 2902.066650
	Iteration 31Q: 3 clusters Score -736481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -736486.812500 Penalty: 2902.066650
	Iteration 32Q: 3 clusters Score -736486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -736489.062500 Penalty: 2902.066650
	Iteration 33Q: 3 clusters Score -736489.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -736489.875000 Penalty: 2902.066650
	Iteration 34Q: 3 clusters Score -736489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -736490.937500 Penalty: 2902.066650
	Iteration 35Q: 3 clusters Score -736490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -736492.437500 Penalty: 2902.066650
	Iteration 36Q: 3 clusters Score -736492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -736497.500000 Penalty: 2902.066650
	Iteration 37Q: 3 clusters Score -736497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -736499.000000 Penalty: 2902.066650
	Iteration 38Q: 3 clusters Score -736499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -736499.375000 Penalty: 2902.066650
	Iteration 39Q: 3 clusters Score -736499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -736501.187500 Penalty: 2902.066650
	Iteration 40F: 3 clusters Score -736501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -736500.437500 Penalty: 2902.066650
	Iteration 41Q: 3 clusters Score -736500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -736501.562500 Penalty: 2902.066650
	Iteration 42Q: 3 clusters Score -736501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -736502.812500 Penalty: 2902.066650
	Iteration 43Q: 3 clusters Score -736502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -736505.437500 Penalty: 2902.066650
	Iteration 44Q: 3 clusters Score -736505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -736505.312500 Penalty: 2902.066650
	Iteration 45Q: 3 clusters Score -736505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -736505.312500 Penalty: 2902.066650
	Iteration 46F: 3 clusters Score -736505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -416793.656250 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -416793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -413081.187500 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -413081.2 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -414470.906250 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -414470.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -414969.593750 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -414969.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -415460.093750 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -415460.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -415913.593750 Penalty: 2742.961182
	Iteration 4F: 3 clusters Score -415913.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -416304.625000 Penalty: 2742.961182
	Iteration 5F: 3 clusters Score -416304.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -416549.562500 Penalty: 2742.961182
	Iteration 6F: 3 clusters Score -416549.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -416660.656250 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -416660.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -416730.687500 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -416730.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -416782.593750 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -416782.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -416816.812500 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -416816.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -416844.500000 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -416844.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -416866.281250 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -416866.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -416879.375000 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -416879.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -416891.031250 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -416891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -416901.750000 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -416901.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -416915.968750 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -416916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -416928.781250 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -416928.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -416936.187500 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -416936.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -416942.281250 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -416942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -416946.000000 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -416946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -416947.718750 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -416947.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -416950.812500 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -416950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -416955.625000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -416955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -416958.406250 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -416958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -416961.156250 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -416961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -416962.968750 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -416963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -416963.718750 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -416963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -416964.375000 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -416964.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -416966.468750 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -416966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -416968.750000 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -416968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -416971.281250 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -416971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -416973.687500 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -416973.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416978.062500 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -416978.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -416981.875000 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -416981.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -416984.812500 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -416984.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -416989.968750 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -416990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -416995.187500 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -416995.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -417001.906250 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -417001.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -417007.843750 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -417007.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -417015.125000 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -417015.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -417023.093750 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -417023.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -417038.906250 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -417038.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -417066.000000 Penalty: 2742.961182
	Iteration 43Q: 3 clusters Score -417066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -417100.750000 Penalty: 2742.961182
	Iteration 44Q: 3 clusters Score -417100.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -417133.531250 Penalty: 2742.961182
	Iteration 45Q: 3 clusters Score -417133.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -417154.812500 Penalty: 2742.961182
	Iteration 46Q: 3 clusters Score -417154.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -417174.562500 Penalty: 2742.961182
	Iteration 47Q: 3 clusters Score -417174.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -417184.718750 Penalty: 2742.961182
	Iteration 48Q: 3 clusters Score -417184.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -417190.125000 Penalty: 2742.961182
	Iteration 49Q: 3 clusters Score -417190.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -417195.562500 Penalty: 2742.961182
	Iteration 50Q: 3 clusters Score -417195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -417198.687500 Penalty: 2742.961182
	Iteration 51Q: 3 clusters Score -417198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -417199.406250 Penalty: 2742.961182
	Iteration 52Q: 3 clusters Score -417199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -417202.156250 Penalty: 2742.961182
	Iteration 53Q: 3 clusters Score -417202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -417205.093750 Penalty: 2742.961182
	Iteration 54Q: 3 clusters Score -417205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -417209.343750 Penalty: 2742.961182
	Iteration 55Q: 3 clusters Score -417209.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -417211.125000 Penalty: 2742.961182
	Iteration 56Q: 3 clusters Score -417211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -417211.718750 Penalty: 2742.961182
	Iteration 57Q: 3 clusters Score -417211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -417212.687500 Penalty: 2742.961182
	Iteration 58Q: 3 clusters Score -417212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -417213.562500 Penalty: 2742.961182
	Iteration 59Q: 3 clusters Score -417213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -417213.625000 Penalty: 2742.961182
	Iteration 60F: 3 clusters Score -417213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -417214.937500 Penalty: 2742.961182
	Iteration 61Q: 3 clusters Score -417214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -417215.187500 Penalty: 2742.961182
	Iteration 62Q: 3 clusters Score -417215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -417215.531250 Penalty: 2742.961182
	Iteration 63Q: 3 clusters Score -417215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -417217.968750 Penalty: 2742.961182
	Iteration 64Q: 3 clusters Score -417218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -417218.062500 Penalty: 2742.961182
	Iteration 65Q: 3 clusters Score -417218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -417218.906250 Penalty: 2742.961182
	Iteration 66Q: 3 clusters Score -417218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -417219.125000 Penalty: 2742.961182
	Iteration 67Q: 3 clusters Score -417219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -417219.125000 Penalty: 2742.961182
	Iteration 68F: 3 clusters Score -417219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118118 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192101 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97795 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 1880 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29296 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66056 members 
Mstep: Class 48 contains 3170 members 
Mstep: Class 49 contains 2748 members 
Entering Unmasked Estep 
Score: -154066832.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067744.000000 to -154066832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Entering Unmasked Estep 
Score: -17733184.000000 Penalty: 1956.031250
	Iteration 0F: 2 clusters Score -1.773318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -17634946.000000 Penalty: 3912.062500
	Iteration 0F: 3 clusters Score -1.763495e+07 nChanged 81536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -17684476.000000 Penalty: 3912.062500
	Iteration 1F: 3 clusters Score -1.768448e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -17687034.000000 Penalty: 3912.062500
	Iteration 2Q: 3 clusters Score -1.768703e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -17691102.000000 Penalty: 3912.062500
	Iteration 3F: 3 clusters Score -1.76911e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113971 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -17697358.000000 Penalty: 3912.062500
	Iteration 4F: 3 clusters Score -1.769736e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125829 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -17706378.000000 Penalty: 3912.062500
	Iteration 5F: 3 clusters Score -1.770638e+07 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138901 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -17717770.000000 Penalty: 3912.062500
	Iteration 6F: 3 clusters Score -1.771777e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150996 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -17725840.000000 Penalty: 3912.062500
	Iteration 7F: 3 clusters Score -1.772584e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -17729142.000000 Penalty: 3912.062500
	Iteration 8F: 3 clusters Score -1.772914e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164789 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -17730590.000000 Penalty: 3912.062500
	Iteration 9Q: 3 clusters Score -1.773059e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17731146.000000 Penalty: 3912.062500
	Iteration 10Q: 3 clusters Score -1.773115e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17731326.000000 Penalty: 3912.062500
	Iteration 11Q: 3 clusters Score -1.773133e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168260 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -17731518.000000 Penalty: 3912.062500
	Iteration 12Q: 3 clusters Score -1.773152e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -17731556.000000 Penalty: 3912.062500
	Iteration 13Q: 3 clusters Score -1.773156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17731584.000000 Penalty: 3912.062500
	Iteration 14Q: 3 clusters Score -1.773158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17731606.000000 Penalty: 3912.062500
	Iteration 15Q: 3 clusters Score -1.773161e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168499 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17731636.000000 Penalty: 3912.062500
	Iteration 16Q: 3 clusters Score -1.773164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -17731650.000000 Penalty: 3912.062500
	Iteration 17Q: 3 clusters Score -1.773165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -17731650.000000 Penalty: 3912.062500
	Iteration 18Q: 3 clusters Score -1.773165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -17731642.000000 Penalty: 3912.062500
	Iteration 19Q: 3 clusters Score -1.773164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17731646.000000 Penalty: 3912.062500
	Iteration 20F: 3 clusters Score -1.773165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17731650.000000 Penalty: 3912.062500
	Iteration 21Q: 3 clusters Score -1.773165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17731652.000000 Penalty: 3912.062500
	Iteration 22Q: 3 clusters Score -1.773165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168555 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17731660.000000 Penalty: 3912.062500
	Iteration 23Q: 3 clusters Score -1.773166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -17731674.000000 Penalty: 3912.062500
	Iteration 24Q: 3 clusters Score -1.773167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168562 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17731670.000000 Penalty: 3912.062500
	Iteration 25Q: 3 clusters Score -1.773167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168564 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -17731672.000000 Penalty: 3912.062500
	Iteration 26Q: 3 clusters Score -1.773167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168566 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -17731668.000000 Penalty: 3912.062500
	Iteration 27Q: 3 clusters Score -1.773167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -17731672.000000 Penalty: 3912.062500
	Iteration 28Q: 3 clusters Score -1.773167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -17731682.000000 Penalty: 3912.062500
	Iteration 29Q: 3 clusters Score -1.773168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -17731682.000000 Penalty: 3912.062500
	Iteration 30Q: 3 clusters Score -1.773168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -17731682.000000 Penalty: 3912.062500
	Iteration 31F: 3 clusters Score -1.773168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Entering Unmasked Estep 
Score: -1168033.375000 Penalty: 1519.772705
	Iteration 0F: 2 clusters Score -1168033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1159816.625000 Penalty: 3039.545410
	Iteration 0F: 3 clusters Score -1159817 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1162668.625000 Penalty: 3039.545410
	Iteration 1F: 3 clusters Score -1162669 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1162971.875000 Penalty: 3039.545410
	Iteration 2F: 3 clusters Score -1162972 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1163238.125000 Penalty: 3039.545410
	Iteration 3F: 3 clusters Score -1163238 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1163548.375000 Penalty: 3039.545410
	Iteration 4F: 3 clusters Score -1163548 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1163942.500000 Penalty: 3039.545410
	Iteration 5F: 3 clusters Score -1163942 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1164367.750000 Penalty: 3039.545410
	Iteration 6F: 3 clusters Score -1164368 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1164847.500000 Penalty: 3039.545410
	Iteration 7F: 3 clusters Score -1164848 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1165296.000000 Penalty: 3039.545410
	Iteration 8F: 3 clusters Score -1165296 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1165701.875000 Penalty: 3039.545410
	Iteration 9F: 3 clusters Score -1165702 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1166014.375000 Penalty: 3039.545410
	Iteration 10Q: 3 clusters Score -1166014 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1166223.125000 Penalty: 3039.545410
	Iteration 11Q: 3 clusters Score -1166223 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1166355.000000 Penalty: 3039.545410
	Iteration 12Q: 3 clusters Score -1166355 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1166440.750000 Penalty: 3039.545410
	Iteration 13Q: 3 clusters Score -1166441 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1166515.000000 Penalty: 3039.545410
	Iteration 14Q: 3 clusters Score -1166515 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1166556.875000 Penalty: 3039.545410
	Iteration 15Q: 3 clusters Score -1166557 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1166594.750000 Penalty: 3039.545410
	Iteration 16Q: 3 clusters Score -1166595 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1166625.750000 Penalty: 3039.545410
	Iteration 17Q: 3 clusters Score -1166626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1166661.625000 Penalty: 3039.545410
	Iteration 18Q: 3 clusters Score -1166662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1166693.750000 Penalty: 3039.545410
	Iteration 19Q: 3 clusters Score -1166694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1166726.875000 Penalty: 3039.545410
	Iteration 20F: 3 clusters Score -1166727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1166762.250000 Penalty: 3039.545410
	Iteration 21Q: 3 clusters Score -1166762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1166792.250000 Penalty: 3039.545410
	Iteration 22Q: 3 clusters Score -1166792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1166819.500000 Penalty: 3039.545410
	Iteration 23Q: 3 clusters Score -1166820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1166846.000000 Penalty: 3039.545410
	Iteration 24Q: 3 clusters Score -1166846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1166866.250000 Penalty: 3039.545410
	Iteration 25Q: 3 clusters Score -1166866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1166887.625000 Penalty: 3039.545410
	Iteration 26Q: 3 clusters Score -1166888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1166905.125000 Penalty: 3039.545410
	Iteration 27Q: 3 clusters Score -1166905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1166914.125000 Penalty: 3039.545410
	Iteration 28Q: 3 clusters Score -1166914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1166924.625000 Penalty: 3039.545410
	Iteration 29Q: 3 clusters Score -1166925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1166937.000000 Penalty: 3039.545410
	Iteration 30Q: 3 clusters Score -1166937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1166947.375000 Penalty: 3039.545410
	Iteration 31Q: 3 clusters Score -1166947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1166964.000000 Penalty: 3039.545410
	Iteration 32Q: 3 clusters Score -1166964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1166979.875000 Penalty: 3039.545410
	Iteration 33Q: 3 clusters Score -1166980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1166999.500000 Penalty: 3039.545410
	Iteration 34Q: 3 clusters Score -1167000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1167016.250000 Penalty: 3039.545410
	Iteration 35Q: 3 clusters Score -1167016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1167025.875000 Penalty: 3039.545410
	Iteration 36Q: 3 clusters Score -1167026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1167039.125000 Penalty: 3039.545410
	Iteration 37Q: 3 clusters Score -1167039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1167047.750000 Penalty: 3039.545410
	Iteration 38Q: 3 clusters Score -1167048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1167051.750000 Penalty: 3039.545410
	Iteration 39Q: 3 clusters Score -1167052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1167060.375000 Penalty: 3039.545410
	Iteration 40F: 3 clusters Score -1167060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1167063.625000 Penalty: 3039.545410
	Iteration 41Q: 3 clusters Score -1167064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1167072.000000 Penalty: 3039.545410
	Iteration 42Q: 3 clusters Score -1167072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1167079.125000 Penalty: 3039.545410
	Iteration 43Q: 3 clusters Score -1167079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1167081.750000 Penalty: 3039.545410
	Iteration 44Q: 3 clusters Score -1167082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1167089.875000 Penalty: 3039.545410
	Iteration 45Q: 3 clusters Score -1167090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1167094.000000 Penalty: 3039.545410
	Iteration 46Q: 3 clusters Score -1167094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1167096.750000 Penalty: 3039.545410
	Iteration 47Q: 3 clusters Score -1167097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1167099.125000 Penalty: 3039.545410
	Iteration 48Q: 3 clusters Score -1167099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1167098.750000 Penalty: 3039.545410
	Iteration 49Q: 3 clusters Score -1167099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1167098.875000 Penalty: 3039.545410
	Iteration 50Q: 3 clusters Score -1167099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1167100.375000 Penalty: 3039.545410
	Iteration 51Q: 3 clusters Score -1167100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1167101.375000 Penalty: 3039.545410
	Iteration 52Q: 3 clusters Score -1167101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1167101.500000 Penalty: 3039.545410
	Iteration 53Q: 3 clusters Score -1167102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1167101.500000 Penalty: 3039.545410
	Iteration 54F: 3 clusters Score -1167102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224746.718750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -222454.140625 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222454.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -223011.937500 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -223011.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -223202.375000 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223202.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223295.937500 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223295.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223352.781250 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -223352.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -223403.093750 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223403.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -223439.312500 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223439.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -223478.578125 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223478.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223520.718750 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223520.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -223570.484375 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223570.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223639.859375 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223639.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -223716.750000 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -223716.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -223801.734375 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -223801.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223876.046875 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -223876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -223945.734375 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -223945.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -224021.968750 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -224022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -224090.984375 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -224091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224161.546875 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -224161.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224240.656250 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -224240.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -224316.468750 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -224316.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -224405.625000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -224405.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224484.671875 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -224484.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -224542.453125 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -224542.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -224578.390625 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -224578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224594.453125 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -224594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -224596.468750 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -224596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -224599.109375 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -224599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -224599.703125 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -224599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -224600.046875 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -224600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -224600.046875 Penalty: 2522.013184
	Iteration 29F: 3 clusters Score -224600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Entering Unmasked Estep 
Score: -11694086.000000 Penalty: 1888.727173
	Iteration 0F: 2 clusters Score -1.169409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -11619463.000000 Penalty: 3777.454346
	Iteration 0F: 3 clusters Score -1.161946e+07 nChanged 53546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -11652357.000000 Penalty: 3777.454346
	Iteration 1F: 3 clusters Score -1.165236e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -11654235.000000 Penalty: 3777.454346
	Iteration 2Q: 3 clusters Score -1.165424e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -11656658.000000 Penalty: 3777.454346
	Iteration 3Q: 3 clusters Score -1.165666e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -11659390.000000 Penalty: 3777.454346
	Iteration 4F: 3 clusters Score -1.165939e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -11662505.000000 Penalty: 3777.454346
	Iteration 5F: 3 clusters Score -1.16625e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -11665728.000000 Penalty: 3777.454346
	Iteration 6F: 3 clusters Score -1.166573e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -11669105.000000 Penalty: 3777.454346
	Iteration 7F: 3 clusters Score -1.16691e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -11672367.000000 Penalty: 3777.454346
	Iteration 8F: 3 clusters Score -1.167237e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -11675213.000000 Penalty: 3777.454346
	Iteration 9Q: 3 clusters Score -1.167521e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -11677372.000000 Penalty: 3777.454346
	Iteration 10Q: 3 clusters Score -1.167737e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -11678919.000000 Penalty: 3777.454346
	Iteration 11Q: 3 clusters Score -1.167892e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -11680386.000000 Penalty: 3777.454346
	Iteration 12Q: 3 clusters Score -1.168039e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -11681711.000000 Penalty: 3777.454346
	Iteration 13Q: 3 clusters Score -1.168171e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -11683118.000000 Penalty: 3777.454346
	Iteration 14Q: 3 clusters Score -1.168312e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -11684425.000000 Penalty: 3777.454346
	Iteration 15Q: 3 clusters Score -1.168442e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94879 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -11685817.000000 Penalty: 3777.454346
	Iteration 16Q: 3 clusters Score -1.168582e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -11687084.000000 Penalty: 3777.454346
	Iteration 17Q: 3 clusters Score -1.168708e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -11688126.000000 Penalty: 3777.454346
	Iteration 18Q: 3 clusters Score -1.168813e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -11689046.000000 Penalty: 3777.454346
	Iteration 19Q: 3 clusters Score -1.168905e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -11689796.000000 Penalty: 3777.454346
	Iteration 20F: 3 clusters Score -1.16898e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -11690342.000000 Penalty: 3777.454346
	Iteration 21Q: 3 clusters Score -1.169034e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -11690759.000000 Penalty: 3777.454346
	Iteration 22Q: 3 clusters Score -1.169076e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -11691115.000000 Penalty: 3777.454346
	Iteration 23Q: 3 clusters Score -1.169112e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -11691387.000000 Penalty: 3777.454346
	Iteration 24Q: 3 clusters Score -1.169139e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -11691590.000000 Penalty: 3777.454346
	Iteration 25Q: 3 clusters Score -1.169159e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -11691760.000000 Penalty: 3777.454346
	Iteration 26Q: 3 clusters Score -1.169176e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11691907.000000 Penalty: 3777.454346
	Iteration 27Q: 3 clusters Score -1.169191e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -11691976.000000 Penalty: 3777.454346
	Iteration 28Q: 3 clusters Score -1.169198e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -11692053.000000 Penalty: 3777.454346
	Iteration 29Q: 3 clusters Score -1.169205e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -11692140.000000 Penalty: 3777.454346
	Iteration 30Q: 3 clusters Score -1.169214e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11692216.000000 Penalty: 3777.454346
	Iteration 31Q: 3 clusters Score -1.169222e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -11692308.000000 Penalty: 3777.454346
	Iteration 32Q: 3 clusters Score -1.169231e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -11692315.000000 Penalty: 3777.454346
	Iteration 33Q: 3 clusters Score -1.169232e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -11692341.000000 Penalty: 3777.454346
	Iteration 34Q: 3 clusters Score -1.169234e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -11692354.000000 Penalty: 3777.454346
	Iteration 35Q: 3 clusters Score -1.169235e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -11692385.000000 Penalty: 3777.454346
	Iteration 36Q: 3 clusters Score -1.169238e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -11692405.000000 Penalty: 3777.454346
	Iteration 37Q: 3 clusters Score -1.16924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -11692429.000000 Penalty: 3777.454346
	Iteration 38Q: 3 clusters Score -1.169243e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11692435.000000 Penalty: 3777.454346
	Iteration 39Q: 3 clusters Score -1.169244e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -11692471.000000 Penalty: 3777.454346
	Iteration 40F: 3 clusters Score -1.169247e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109311 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11692505.000000 Penalty: 3777.454346
	Iteration 41Q: 3 clusters Score -1.16925e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11692494.000000 Penalty: 3777.454346
	Iteration 42Q: 3 clusters Score -1.169249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11692505.000000 Penalty: 3777.454346
	Iteration 43Q: 3 clusters Score -1.16925e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -11692512.000000 Penalty: 3777.454346
	Iteration 44Q: 3 clusters Score -1.169251e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -11692534.000000 Penalty: 3777.454346
	Iteration 45Q: 3 clusters Score -1.169253e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11692539.000000 Penalty: 3777.454346
	Iteration 46Q: 3 clusters Score -1.169254e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11692543.000000 Penalty: 3777.454346
	Iteration 47Q: 3 clusters Score -1.169254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11692558.000000 Penalty: 3777.454346
	Iteration 48Q: 3 clusters Score -1.169256e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11692558.000000 Penalty: 3777.454346
	Iteration 49Q: 3 clusters Score -1.169256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11692551.000000 Penalty: 3777.454346
	Iteration 50Q: 3 clusters Score -1.169255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11692560.000000 Penalty: 3777.454346
	Iteration 51Q: 3 clusters Score -1.169256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109863 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11692566.000000 Penalty: 3777.454346
	Iteration 52Q: 3 clusters Score -1.169257e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11692563.000000 Penalty: 3777.454346
	Iteration 53Q: 3 clusters Score -1.169256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -11692568.000000 Penalty: 3777.454346
	Iteration 54Q: 3 clusters Score -1.169257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11692573.000000 Penalty: 3777.454346
	Iteration 55Q: 3 clusters Score -1.169257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11692578.000000 Penalty: 3777.454346
	Iteration 56Q: 3 clusters Score -1.169258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11692591.000000 Penalty: 3777.454346
	Iteration 57Q: 3 clusters Score -1.169259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -11692600.000000 Penalty: 3777.454346
	Iteration 58Q: 3 clusters Score -1.16926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11692595.000000 Penalty: 3777.454346
	Iteration 59Q: 3 clusters Score -1.16926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11692575.000000 Penalty: 3777.454346
	Iteration 60F: 3 clusters Score -1.169258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11692578.000000 Penalty: 3777.454346
	Iteration 61Q: 3 clusters Score -1.169258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11692588.000000 Penalty: 3777.454346
	Iteration 62Q: 3 clusters Score -1.169259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11692589.000000 Penalty: 3777.454346
	Iteration 63Q: 3 clusters Score -1.169259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11692585.000000 Penalty: 3777.454346
	Iteration 64Q: 3 clusters Score -1.169258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11692594.000000 Penalty: 3777.454346
	Iteration 65Q: 3 clusters Score -1.169259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11692598.000000 Penalty: 3777.454346
	Iteration 66Q: 3 clusters Score -1.16926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11692595.000000 Penalty: 3777.454346
	Iteration 67Q: 3 clusters Score -1.16926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11692599.000000 Penalty: 3777.454346
	Iteration 68Q: 3 clusters Score -1.16926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -11692584.000000 Penalty: 3777.454346
	Iteration 69Q: 3 clusters Score -1.169258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11692584.000000 Penalty: 3777.454346
	Iteration 70Q: 3 clusters Score -1.169258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11692587.000000 Penalty: 3777.454346
	Iteration 71Q: 3 clusters Score -1.169259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11692582.000000 Penalty: 3777.454346
	Iteration 72Q: 3 clusters Score -1.169258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11692591.000000 Penalty: 3777.454346
	Iteration 73Q: 3 clusters Score -1.169259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11692596.000000 Penalty: 3777.454346
	Iteration 74Q: 3 clusters Score -1.16926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11692597.000000 Penalty: 3777.454346
	Iteration 75Q: 3 clusters Score -1.16926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11692591.000000 Penalty: 3777.454346
	Iteration 76Q: 3 clusters Score -1.169259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11692603.000000 Penalty: 3777.454346
	Iteration 77Q: 3 clusters Score -1.16926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11692603.000000 Penalty: 3777.454346
	Iteration 78Q: 3 clusters Score -1.16926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11692609.000000 Penalty: 3777.454346
	Iteration 79Q: 3 clusters Score -1.169261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11692609.000000 Penalty: 3777.454346
	Iteration 80F: 3 clusters Score -1.169261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 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 644 members 
Entering Unmasked Estep 
Score: -125831.304688 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125831.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126145.468750 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126145.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126255.640625 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126255.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126314.539062 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126314.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -126345.234375 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126345.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126377.101562 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126377.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126399.500000 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126399.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126417.406250 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126430.679688 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -126443.328125 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126443.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -126455.882812 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -126466.945312 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -126474.445312 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -126484.164062 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -126484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -126492.171875 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -126492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -126503.156250 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -126503.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -126515.828125 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -126515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -126527.710938 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -126527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -126535.875000 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -126535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -126545.539062 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -126545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -126548.960938 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -126549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -126554.765625 Penalty: 2324.232666
	Iteration 21Q: 3 clusters Score -126554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -126560.273438 Penalty: 2324.232666
	Iteration 22Q: 3 clusters Score -126560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126562.234375 Penalty: 2324.232666
	Iteration 23Q: 3 clusters Score -126562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126564.179688 Penalty: 2324.232666
	Iteration 24Q: 3 clusters Score -126564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126565.859375 Penalty: 2324.232666
	Iteration 25Q: 3 clusters Score -126565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -126567.468750 Penalty: 2324.232666
	Iteration 26Q: 3 clusters Score -126567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -126567.468750 Penalty: 2324.232666
	Iteration 27F: 3 clusters Score -126567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -768627.750000 Penalty: 1452.724487
	Iteration 0F: 2 clusters Score -768627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -762988.500000 Penalty: 2905.448975
	Iteration 0F: 3 clusters Score -762988.5 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -764783.000000 Penalty: 2905.448975
	Iteration 1F: 3 clusters Score -764783 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -765079.375000 Penalty: 2905.448975
	Iteration 2F: 3 clusters Score -765079.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -765334.625000 Penalty: 2905.448975
	Iteration 3F: 3 clusters Score -765334.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -765556.187500 Penalty: 2905.448975
	Iteration 4F: 3 clusters Score -765556.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -765826.437500 Penalty: 2905.448975
	Iteration 5Q: 3 clusters Score -765826.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -766158.312500 Penalty: 2905.448975
	Iteration 6F: 3 clusters Score -766158.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -766537.562500 Penalty: 2905.448975
	Iteration 7F: 3 clusters Score -766537.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -766901.000000 Penalty: 2905.448975
	Iteration 8F: 3 clusters Score -766901 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -767143.937500 Penalty: 2905.448975
	Iteration 9Q: 3 clusters Score -767143.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -767311.750000 Penalty: 2905.448975
	Iteration 10Q: 3 clusters Score -767311.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -767446.187500 Penalty: 2905.448975
	Iteration 11Q: 3 clusters Score -767446.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -767538.937500 Penalty: 2905.448975
	Iteration 12Q: 3 clusters Score -767538.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -767610.812500 Penalty: 2905.448975
	Iteration 13Q: 3 clusters Score -767610.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -767650.812500 Penalty: 2905.448975
	Iteration 14Q: 3 clusters Score -767650.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -767681.500000 Penalty: 2905.448975
	Iteration 15Q: 3 clusters Score -767681.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -767708.500000 Penalty: 2905.448975
	Iteration 16Q: 3 clusters Score -767708.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -767729.500000 Penalty: 2905.448975
	Iteration 17Q: 3 clusters Score -767729.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -767743.937500 Penalty: 2905.448975
	Iteration 18Q: 3 clusters Score -767743.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -767756.000000 Penalty: 2905.448975
	Iteration 19Q: 3 clusters Score -767756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -767762.562500 Penalty: 2905.448975
	Iteration 20F: 3 clusters Score -767762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -767773.625000 Penalty: 2905.448975
	Iteration 21Q: 3 clusters Score -767773.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -767784.062500 Penalty: 2905.448975
	Iteration 22Q: 3 clusters Score -767784.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -767793.000000 Penalty: 2905.448975
	Iteration 23Q: 3 clusters Score -767793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -767802.437500 Penalty: 2905.448975
	Iteration 24Q: 3 clusters Score -767802.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -767809.250000 Penalty: 2905.448975
	Iteration 25Q: 3 clusters Score -767809.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -767811.875000 Penalty: 2905.448975
	Iteration 26Q: 3 clusters Score -767811.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -767816.062500 Penalty: 2905.448975
	Iteration 27Q: 3 clusters Score -767816.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -767818.875000 Penalty: 2905.448975
	Iteration 28Q: 3 clusters Score -767818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -767820.875000 Penalty: 2905.448975
	Iteration 29Q: 3 clusters Score -767820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -767826.062500 Penalty: 2905.448975
	Iteration 30Q: 3 clusters Score -767826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -767824.937500 Penalty: 2905.448975
	Iteration 31Q: 3 clusters Score -767824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -767826.062500 Penalty: 2905.448975
	Iteration 32Q: 3 clusters Score -767826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -767830.375000 Penalty: 2905.448975
	Iteration 33Q: 3 clusters Score -767830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -767833.562500 Penalty: 2905.448975
	Iteration 34Q: 3 clusters Score -767833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -767834.875000 Penalty: 2905.448975
	Iteration 35Q: 3 clusters Score -767834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -767837.562500 Penalty: 2905.448975
	Iteration 36Q: 3 clusters Score -767837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -767836.937500 Penalty: 2905.448975
	Iteration 37Q: 3 clusters Score -767836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -767837.875000 Penalty: 2905.448975
	Iteration 38Q: 3 clusters Score -767837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -767840.812500 Penalty: 2905.448975
	Iteration 39Q: 3 clusters Score -767840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -767844.375000 Penalty: 2905.448975
	Iteration 40F: 3 clusters Score -767844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -767846.250000 Penalty: 2905.448975
	Iteration 41Q: 3 clusters Score -767846.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -767847.187500 Penalty: 2905.448975
	Iteration 42Q: 3 clusters Score -767847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -767850.687500 Penalty: 2905.448975
	Iteration 43Q: 3 clusters Score -767850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -767851.687500 Penalty: 2905.448975
	Iteration 44Q: 3 clusters Score -767851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -767851.562500 Penalty: 2905.448975
	Iteration 45Q: 3 clusters Score -767851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -767850.937500 Penalty: 2905.448975
	Iteration 46Q: 3 clusters Score -767850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -767850.937500 Penalty: 2905.448975
	Iteration 47F: 3 clusters Score -767850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Entering Unmasked Estep 
Score: -2800587.250000 Penalty: 1671.345947
	Iteration 0F: 2 clusters Score -2800587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2780773.500000 Penalty: 3342.691895
	Iteration 0F: 3 clusters Score -2780774 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2788581.000000 Penalty: 3342.691895
	Iteration 1F: 3 clusters Score -2788581 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2789427.750000 Penalty: 3342.691895
	Iteration 2F: 3 clusters Score -2789428 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2790287.500000 Penalty: 3342.691895
	Iteration 3F: 3 clusters Score -2790288 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2791188.000000 Penalty: 3342.691895
	Iteration 4F: 3 clusters Score -2791188 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2792085.750000 Penalty: 3342.691895
	Iteration 5F: 3 clusters Score -2792086 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2792912.250000 Penalty: 3342.691895
	Iteration 6F: 3 clusters Score -2792912 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2793702.000000 Penalty: 3342.691895
	Iteration 7F: 3 clusters Score -2793702 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2794435.000000 Penalty: 3342.691895
	Iteration 8Q: 3 clusters Score -2794435 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2795125.250000 Penalty: 3342.691895
	Iteration 9Q: 3 clusters Score -2795125 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2795798.000000 Penalty: 3342.691895
	Iteration 10Q: 3 clusters Score -2795798 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2796518.750000 Penalty: 3342.691895
	Iteration 11Q: 3 clusters Score -2796519 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2797262.500000 Penalty: 3342.691895
	Iteration 12Q: 3 clusters Score -2797262 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2797880.750000 Penalty: 3342.691895
	Iteration 13Q: 3 clusters Score -2797881 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2798417.000000 Penalty: 3342.691895
	Iteration 14Q: 3 clusters Score -2798417 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2798810.250000 Penalty: 3342.691895
	Iteration 15Q: 3 clusters Score -2798810 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2799112.500000 Penalty: 3342.691895
	Iteration 16Q: 3 clusters Score -2799112 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -2799304.500000 Penalty: 3342.691895
	Iteration 17Q: 3 clusters Score -2799304 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -2799452.000000 Penalty: 3342.691895
	Iteration 18Q: 3 clusters Score -2799452 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -2799539.250000 Penalty: 3342.691895
	Iteration 19Q: 3 clusters Score -2799539 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -2799593.500000 Penalty: 3342.691895
	Iteration 20F: 3 clusters Score -2799594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -2799635.750000 Penalty: 3342.691895
	Iteration 21Q: 3 clusters Score -2799636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -2799663.250000 Penalty: 3342.691895
	Iteration 22Q: 3 clusters Score -2799663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2799687.250000 Penalty: 3342.691895
	Iteration 23Q: 3 clusters Score -2799687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -2799710.250000 Penalty: 3342.691895
	Iteration 24Q: 3 clusters Score -2799710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -2799721.250000 Penalty: 3342.691895
	Iteration 25Q: 3 clusters Score -2799721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -2799739.500000 Penalty: 3342.691895
	Iteration 26Q: 3 clusters Score -2799740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -2799751.750000 Penalty: 3342.691895
	Iteration 27Q: 3 clusters Score -2799752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -2799771.750000 Penalty: 3342.691895
	Iteration 28Q: 3 clusters Score -2799772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -2799773.000000 Penalty: 3342.691895
	Iteration 29Q: 3 clusters Score -2799773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2799787.000000 Penalty: 3342.691895
	Iteration 30Q: 3 clusters Score -2799787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -2799793.250000 Penalty: 3342.691895
	Iteration 31Q: 3 clusters Score -2799793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2799810.250000 Penalty: 3342.691895
	Iteration 32Q: 3 clusters Score -2799810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -2799827.250000 Penalty: 3342.691895
	Iteration 33Q: 3 clusters Score -2799827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -2799860.500000 Penalty: 3342.691895
	Iteration 34Q: 3 clusters Score -2799860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -2799894.750000 Penalty: 3342.691895
	Iteration 35Q: 3 clusters Score -2799895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -2799948.000000 Penalty: 3342.691895
	Iteration 36Q: 3 clusters Score -2799948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -2800014.750000 Penalty: 3342.691895
	Iteration 37Q: 3 clusters Score -2800015 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -2800063.000000 Penalty: 3342.691895
	Iteration 38Q: 3 clusters Score -2800063 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2800099.750000 Penalty: 3342.691895
	Iteration 39Q: 3 clusters Score -2800100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2800152.000000 Penalty: 3342.691895
	Iteration 40F: 3 clusters Score -2800152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -2800186.750000 Penalty: 3342.691895
	Iteration 41Q: 3 clusters Score -2800187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2800210.250000 Penalty: 3342.691895
	Iteration 42Q: 3 clusters Score -2800210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2800224.500000 Penalty: 3342.691895
	Iteration 43Q: 3 clusters Score -2800224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -2800243.250000 Penalty: 3342.691895
	Iteration 44Q: 3 clusters Score -2800243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -2800251.250000 Penalty: 3342.691895
	Iteration 45Q: 3 clusters Score -2800251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2800262.000000 Penalty: 3342.691895
	Iteration 46Q: 3 clusters Score -2800262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2800271.750000 Penalty: 3342.691895
	Iteration 47Q: 3 clusters Score -2800272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -2800286.500000 Penalty: 3342.691895
	Iteration 48Q: 3 clusters Score -2800286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -2800289.250000 Penalty: 3342.691895
	Iteration 49Q: 3 clusters Score -2800289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2800287.500000 Penalty: 3342.691895
	Iteration 50Q: 3 clusters Score -2800288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -2800289.500000 Penalty: 3342.691895
	Iteration 51Q: 3 clusters Score -2800290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -2800291.750000 Penalty: 3342.691895
	Iteration 52Q: 3 clusters Score -2800292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2800294.250000 Penalty: 3342.691895
	Iteration 53Q: 3 clusters Score -2800294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2800296.250000 Penalty: 3342.691895
	Iteration 54Q: 3 clusters Score -2800296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -2800297.250000 Penalty: 3342.691895
	Iteration 55Q: 3 clusters Score -2800297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -2800297.500000 Penalty: 3342.691895
	Iteration 56Q: 3 clusters Score -2800298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -2800299.000000 Penalty: 3342.691895
	Iteration 57Q: 3 clusters Score -2800299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -2800299.000000 Penalty: 3342.691895
	Iteration 58F: 3 clusters Score -2800299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -180214.593750 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -180214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -178161.281250 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -178161.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -178662.500000 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -178662.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178802.968750 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -178803 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -178889.203125 Penalty: 2459.387207
	Iteration 3F: 3 clusters Score -178889.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -178926.171875 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -178926.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -178947.734375 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -178947.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178963.203125 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -178963.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178981.703125 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -178981.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178995.390625 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -178995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -179007.359375 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -179007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -179017.828125 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -179017.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -179030.109375 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -179030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179042.078125 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -179042.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179059.031250 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -179059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179081.937500 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -179081.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179106.375000 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -179106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -179120.093750 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -179120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -179131.625000 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -179131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179138.343750 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -179138.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179147.390625 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -179147.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179154.203125 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -179154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -179160.218750 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -179160.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179165.093750 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -179165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179169.515625 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -179169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179174.125000 Penalty: 2459.387207
	Iteration 24Q: 3 clusters Score -179174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179177.156250 Penalty: 2459.387207
	Iteration 25Q: 3 clusters Score -179177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179180.015625 Penalty: 2459.387207
	Iteration 26Q: 3 clusters Score -179180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -179184.921875 Penalty: 2459.387207
	Iteration 27Q: 3 clusters Score -179184.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179188.703125 Penalty: 2459.387207
	Iteration 28Q: 3 clusters Score -179188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179191.437500 Penalty: 2459.387207
	Iteration 29Q: 3 clusters Score -179191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179193.625000 Penalty: 2459.387207
	Iteration 30Q: 3 clusters Score -179193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179198.312500 Penalty: 2459.387207
	Iteration 31Q: 3 clusters Score -179198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179200.921875 Penalty: 2459.387207
	Iteration 32Q: 3 clusters Score -179200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179204.156250 Penalty: 2459.387207
	Iteration 33Q: 3 clusters Score -179204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -179209.109375 Penalty: 2459.387207
	Iteration 34Q: 3 clusters Score -179209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -179212.953125 Penalty: 2459.387207
	Iteration 35Q: 3 clusters Score -179213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -179216.453125 Penalty: 2459.387207
	Iteration 36Q: 3 clusters Score -179216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179219.125000 Penalty: 2459.387207
	Iteration 37Q: 3 clusters Score -179219.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179226.375000 Penalty: 2459.387207
	Iteration 38Q: 3 clusters Score -179226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -179231.203125 Penalty: 2459.387207
	Iteration 39Q: 3 clusters Score -179231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -179234.984375 Penalty: 2459.387207
	Iteration 40F: 3 clusters Score -179235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -179235.421875 Penalty: 2459.387207
	Iteration 41Q: 3 clusters Score -179235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -179236.093750 Penalty: 2459.387207
	Iteration 42Q: 3 clusters Score -179236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -179237.984375 Penalty: 2459.387207
	Iteration 43Q: 3 clusters Score -179238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -179239.109375 Penalty: 2459.387207
	Iteration 44Q: 3 clusters Score -179239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179240.015625 Penalty: 2459.387207
	Iteration 45Q: 3 clusters Score -179240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -179240.750000 Penalty: 2459.387207
	Iteration 46Q: 3 clusters Score -179240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -179241.406250 Penalty: 2459.387207
	Iteration 47Q: 3 clusters Score -179241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -179241.812500 Penalty: 2459.387207
	Iteration 48Q: 3 clusters Score -179241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -179243.062500 Penalty: 2459.387207
	Iteration 49Q: 3 clusters Score -179243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -179243.656250 Penalty: 2459.387207
	Iteration 50Q: 3 clusters Score -179243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -179243.656250 Penalty: 2459.387207
	Iteration 51F: 3 clusters Score -179243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -1701758.125000 Penalty: 1583.346436
	Iteration 0F: 2 clusters Score -1701758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1690065.500000 Penalty: 3166.692871
	Iteration 0F: 3 clusters Score -1690066 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1694562.875000 Penalty: 3166.692871
	Iteration 1F: 3 clusters Score -1694563 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1695119.625000 Penalty: 3166.692871
	Iteration 2F: 3 clusters Score -1695120 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1695722.750000 Penalty: 3166.692871
	Iteration 3F: 3 clusters Score -1695723 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1696324.625000 Penalty: 3166.692871
	Iteration 4F: 3 clusters Score -1696325 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1697021.875000 Penalty: 3166.692871
	Iteration 5F: 3 clusters Score -1697022 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1697806.125000 Penalty: 3166.692871
	Iteration 6F: 3 clusters Score -1697806 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1698546.250000 Penalty: 3166.692871
	Iteration 7F: 3 clusters Score -1698546 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1699172.875000 Penalty: 3166.692871
	Iteration 8F: 3 clusters Score -1699173 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1699620.000000 Penalty: 3166.692871
	Iteration 9Q: 3 clusters Score -1699620 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1699913.375000 Penalty: 3166.692871
	Iteration 10Q: 3 clusters Score -1699913 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1700116.250000 Penalty: 3166.692871
	Iteration 11Q: 3 clusters Score -1700116 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1700275.375000 Penalty: 3166.692871
	Iteration 12Q: 3 clusters Score -1700275 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1700390.375000 Penalty: 3166.692871
	Iteration 13Q: 3 clusters Score -1700390 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1700466.875000 Penalty: 3166.692871
	Iteration 14Q: 3 clusters Score -1700467 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1700532.750000 Penalty: 3166.692871
	Iteration 15Q: 3 clusters Score -1700533 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1700580.375000 Penalty: 3166.692871
	Iteration 16Q: 3 clusters Score -1700580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1700624.250000 Penalty: 3166.692871
	Iteration 17Q: 3 clusters Score -1700624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1700664.000000 Penalty: 3166.692871
	Iteration 18Q: 3 clusters Score -1700664 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1700716.500000 Penalty: 3166.692871
	Iteration 19Q: 3 clusters Score -1700716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1700756.750000 Penalty: 3166.692871
	Iteration 20F: 3 clusters Score -1700757 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1700804.125000 Penalty: 3166.692871
	Iteration 21Q: 3 clusters Score -1700804 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1700867.000000 Penalty: 3166.692871
	Iteration 22Q: 3 clusters Score -1700867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1700902.250000 Penalty: 3166.692871
	Iteration 23Q: 3 clusters Score -1700902 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1700951.000000 Penalty: 3166.692871
	Iteration 24Q: 3 clusters Score -1700951 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1700991.250000 Penalty: 3166.692871
	Iteration 25Q: 3 clusters Score -1700991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1701024.125000 Penalty: 3166.692871
	Iteration 26Q: 3 clusters Score -1701024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1701051.625000 Penalty: 3166.692871
	Iteration 27Q: 3 clusters Score -1701052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1701069.750000 Penalty: 3166.692871
	Iteration 28Q: 3 clusters Score -1701070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1701092.625000 Penalty: 3166.692871
	Iteration 29Q: 3 clusters Score -1701093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1701104.250000 Penalty: 3166.692871
	Iteration 30Q: 3 clusters Score -1701104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1701114.500000 Penalty: 3166.692871
	Iteration 31Q: 3 clusters Score -1701114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1701126.750000 Penalty: 3166.692871
	Iteration 32Q: 3 clusters Score -1701127 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1701138.875000 Penalty: 3166.692871
	Iteration 33Q: 3 clusters Score -1701139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1701153.250000 Penalty: 3166.692871
	Iteration 34Q: 3 clusters Score -1701153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1701175.875000 Penalty: 3166.692871
	Iteration 35Q: 3 clusters Score -1701176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1701187.375000 Penalty: 3166.692871
	Iteration 36Q: 3 clusters Score -1701187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1701194.125000 Penalty: 3166.692871
	Iteration 37Q: 3 clusters Score -1701194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1701208.000000 Penalty: 3166.692871
	Iteration 38Q: 3 clusters Score -1701208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1701218.000000 Penalty: 3166.692871
	Iteration 39Q: 3 clusters Score -1701218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1701235.125000 Penalty: 3166.692871
	Iteration 40F: 3 clusters Score -1701235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1701247.125000 Penalty: 3166.692871
	Iteration 41Q: 3 clusters Score -1701247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1701249.875000 Penalty: 3166.692871
	Iteration 42Q: 3 clusters Score -1701250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1701257.250000 Penalty: 3166.692871
	Iteration 43Q: 3 clusters Score -1701257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1701261.000000 Penalty: 3166.692871
	Iteration 44Q: 3 clusters Score -1701261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1701265.750000 Penalty: 3166.692871
	Iteration 45Q: 3 clusters Score -1701266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1701274.500000 Penalty: 3166.692871
	Iteration 46Q: 3 clusters Score -1701274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1701274.875000 Penalty: 3166.692871
	Iteration 47Q: 3 clusters Score -1701275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1701279.000000 Penalty: 3166.692871
	Iteration 48Q: 3 clusters Score -1701279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1701282.750000 Penalty: 3166.692871
	Iteration 49Q: 3 clusters Score -1701283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1701283.250000 Penalty: 3166.692871
	Iteration 50Q: 3 clusters Score -1701283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1701288.750000 Penalty: 3166.692871
	Iteration 51Q: 3 clusters Score -1701289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1701287.250000 Penalty: 3166.692871
	Iteration 52Q: 3 clusters Score -1701287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1701287.500000 Penalty: 3166.692871
	Iteration 53Q: 3 clusters Score -1701288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1701286.000000 Penalty: 3166.692871
	Iteration 54Q: 3 clusters Score -1701286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1701286.625000 Penalty: 3166.692871
	Iteration 55Q: 3 clusters Score -1701287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1701296.625000 Penalty: 3166.692871
	Iteration 56Q: 3 clusters Score -1701297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1701296.625000 Penalty: 3166.692871
	Iteration 57Q: 3 clusters Score -1701297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1701294.750000 Penalty: 3166.692871
	Iteration 58Q: 3 clusters Score -1701295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1701296.375000 Penalty: 3166.692871
	Iteration 59Q: 3 clusters Score -1701296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1701296.375000 Penalty: 3166.692871
	Iteration 60F: 3 clusters Score -1701296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Entering Unmasked Estep 
Score: -2051281.500000 Penalty: 1605.369263
	Iteration 0F: 2 clusters Score -2051282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2037944.375000 Penalty: 3210.738525
	Iteration 0F: 3 clusters Score -2037944 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2042707.000000 Penalty: 3210.738525
	Iteration 1F: 3 clusters Score -2042707 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2043084.250000 Penalty: 3210.738525
	Iteration 2F: 3 clusters Score -2043084 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2043470.500000 Penalty: 3210.738525
	Iteration 3Q: 3 clusters Score -2043470 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2043880.250000 Penalty: 3210.738525
	Iteration 4Q: 3 clusters Score -2043880 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2044313.875000 Penalty: 3210.738525
	Iteration 5Q: 3 clusters Score -2044314 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2044745.000000 Penalty: 3210.738525
	Iteration 6Q: 3 clusters Score -2044745 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2045233.875000 Penalty: 3210.738525
	Iteration 7Q: 3 clusters Score -2045234 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2045916.125000 Penalty: 3210.738525
	Iteration 8F: 3 clusters Score -2045916 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2046765.250000 Penalty: 3210.738525
	Iteration 9F: 3 clusters Score -2046765 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2047514.125000 Penalty: 3210.738525
	Iteration 10F: 3 clusters Score -2047514 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2047978.375000 Penalty: 3210.738525
	Iteration 11Q: 3 clusters Score -2047978 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2048261.125000 Penalty: 3210.738525
	Iteration 12Q: 3 clusters Score -2048261 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2048439.250000 Penalty: 3210.738525
	Iteration 13Q: 3 clusters Score -2048439 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2048591.375000 Penalty: 3210.738525
	Iteration 14Q: 3 clusters Score -2048591 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2048709.000000 Penalty: 3210.738525
	Iteration 15Q: 3 clusters Score -2048709 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2048833.250000 Penalty: 3210.738525
	Iteration 16Q: 3 clusters Score -2048833 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2048935.500000 Penalty: 3210.738525
	Iteration 17Q: 3 clusters Score -2048936 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2049017.125000 Penalty: 3210.738525
	Iteration 18Q: 3 clusters Score -2049017 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2049079.875000 Penalty: 3210.738525
	Iteration 19Q: 3 clusters Score -2049080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2049154.625000 Penalty: 3210.738525
	Iteration 20F: 3 clusters Score -2049155 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2049210.875000 Penalty: 3210.738525
	Iteration 21Q: 3 clusters Score -2049211 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2049262.875000 Penalty: 3210.738525
	Iteration 22Q: 3 clusters Score -2049263 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2049306.250000 Penalty: 3210.738525
	Iteration 23Q: 3 clusters Score -2049306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2049331.625000 Penalty: 3210.738525
	Iteration 24Q: 3 clusters Score -2049332 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2049361.250000 Penalty: 3210.738525
	Iteration 25Q: 3 clusters Score -2049361 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2049385.875000 Penalty: 3210.738525
	Iteration 26Q: 3 clusters Score -2049386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2049402.125000 Penalty: 3210.738525
	Iteration 27Q: 3 clusters Score -2049402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2049422.375000 Penalty: 3210.738525
	Iteration 28Q: 3 clusters Score -2049422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2049447.000000 Penalty: 3210.738525
	Iteration 29Q: 3 clusters Score -2049447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2049473.125000 Penalty: 3210.738525
	Iteration 30Q: 3 clusters Score -2049473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2049490.250000 Penalty: 3210.738525
	Iteration 31Q: 3 clusters Score -2049490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2049510.625000 Penalty: 3210.738525
	Iteration 32Q: 3 clusters Score -2049511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2049524.875000 Penalty: 3210.738525
	Iteration 33Q: 3 clusters Score -2049525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2049540.625000 Penalty: 3210.738525
	Iteration 34Q: 3 clusters Score -2049541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2049555.125000 Penalty: 3210.738525
	Iteration 35Q: 3 clusters Score -2049555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2049566.875000 Penalty: 3210.738525
	Iteration 36Q: 3 clusters Score -2049567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2049580.500000 Penalty: 3210.738525
	Iteration 37Q: 3 clusters Score -2049580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2049595.625000 Penalty: 3210.738525
	Iteration 38Q: 3 clusters Score -2049596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2049605.875000 Penalty: 3210.738525
	Iteration 39Q: 3 clusters Score -2049606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2049620.000000 Penalty: 3210.738525
	Iteration 40F: 3 clusters Score -2049620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2049626.500000 Penalty: 3210.738525
	Iteration 41Q: 3 clusters Score -2049626 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2049644 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2049653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2049666 nChanged 71
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Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2049675 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2049681 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2049690 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2049703 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2049716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2049726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2049733 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2049745 nChanged 54
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Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2049755 nChanged 63
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Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2049765 nChanged 62
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Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2049775 nChanged 71
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Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2049786 nChanged 70
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Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2049806 nChanged 67
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Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2049814 nChanged 50
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Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2049823 nChanged 53
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Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2049832 nChanged 54
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Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2049844 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2049849 nChanged 61
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Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2049862 nChanged 65
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Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2049878 nChanged 80
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Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2049891 nChanged 55
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Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2049907 nChanged 46
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Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2049911 nChanged 45
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Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2049922 nChanged 44
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Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2049929 nChanged 39
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Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2049936 nChanged 32
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Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2049936 nChanged 28
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Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2049945 nChanged 28
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Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2049947 nChanged 21
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Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2049950 nChanged 17
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Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2049958 nChanged 15
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Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2049957 nChanged 16
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Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3066 members 
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	Iteration 77Q: 3 clusters Score -2049959 nChanged 16
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Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 3050 members 
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	Iteration 78Q: 3 clusters Score -2049962 nChanged 15
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Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2049964 nChanged 14
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Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2049963 nChanged 14
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Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2049968 nChanged 16
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Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2993 members 
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	Iteration 82Q: 3 clusters Score -2049966 nChanged 20
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Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2049967 nChanged 19
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Mstep: Class 1 contains 16566 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2049970 nChanged 24
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Mstep: Class 1 contains 16590 members 
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	Iteration 85Q: 3 clusters Score -2049972 nChanged 31
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Mstep: Class 1 contains 16621 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2049976 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2049980 nChanged 33
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Mstep: Class 1 contains 16683 members 
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	Iteration 88Q: 3 clusters Score -2049987 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2049997 nChanged 27
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Mstep: Class 1 contains 16739 members 
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	Iteration 90Q: 3 clusters Score -2050000 nChanged 38
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Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2050007 nChanged 41
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Mstep: Class 1 contains 16818 members 
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	Iteration 92Q: 3 clusters Score -2050016 nChanged 32
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Mstep: Class 1 contains 16850 members 
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	Iteration 93Q: 3 clusters Score -2050021 nChanged 33
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Mstep: Class 1 contains 16883 members 
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	Iteration 94Q: 3 clusters Score -2050032 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16916 members 
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	Iteration 95Q: 3 clusters Score -2050036 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16949 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2050042 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16980 members 
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	Iteration 97Q: 3 clusters Score -2050050 nChanged 37
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Mstep: Class 1 contains 17017 members 
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	Iteration 98Q: 3 clusters Score -2050054 nChanged 38
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Mstep: Class 1 contains 17055 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2050062 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2431 members 
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	Iteration 100F: 3 clusters Score -2050067 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17123 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2050066 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17157 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2050078 nChanged 45
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Mstep: Class 1 contains 17202 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2050085 nChanged 40
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Mstep: Class 1 contains 17240 members 
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Entering Unmasked Estep 
Score: -2050103.000000 Penalty: 3210.738525
	Iteration 104Q: 3 clusters Score -2050103 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17274 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2050106 nChanged 28
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Mstep: Class 1 contains 17300 members 
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Entering Unmasked Estep 
Score: -2050112.000000 Penalty: 3210.738525
	Iteration 106Q: 3 clusters Score -2050112 nChanged 31
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Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2050121.875000 Penalty: 3210.738525
	Iteration 107Q: 3 clusters Score -2050122 nChanged 36
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Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2050130 nChanged 25
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Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2050135.250000 Penalty: 3210.738525
	Iteration 109Q: 3 clusters Score -2050135 nChanged 25
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Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2050132.125000 Penalty: 3210.738525
	Iteration 110Q: 3 clusters Score -2050132 nChanged 22
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Mstep: Class 1 contains 17439 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2050138 nChanged 16
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Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2050144 nChanged 15
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Mstep: Class 1 contains 17470 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2050146 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2050146 nChanged 19
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Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2050146 nChanged 15
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Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2050150.750000 Penalty: 3210.738525
	Iteration 116Q: 3 clusters Score -2050151 nChanged 9
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Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2050152.625000 Penalty: 3210.738525
	Iteration 117Q: 3 clusters Score -2050153 nChanged 8
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	Iteration 118Q: 3 clusters Score -2050153 nChanged 9
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Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2050157.625000 Penalty: 3210.738525
	Iteration 119Q: 3 clusters Score -2050158 nChanged 5
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Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2050158.750000 Penalty: 3210.738525
	Iteration 120F: 3 clusters Score -2050159 nChanged 3
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Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2050159 nChanged 4
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Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2050159 nChanged 4
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Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2050161.875000 Penalty: 3210.738525
	Iteration 123Q: 3 clusters Score -2050162 nChanged 5
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Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2050160.625000 Penalty: 3210.738525
	Iteration 124Q: 3 clusters Score -2050161 nChanged 6
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Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2050160 nChanged 5
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2050159 nChanged 4
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Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2050156.625000 Penalty: 3210.738525
	Iteration 127Q: 3 clusters Score -2050157 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2050158.000000 Penalty: 3210.738525
	Iteration 128Q: 3 clusters Score -2050158 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2050156 nChanged 7
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Mstep: Class 1 contains 17602 members 
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Entering Unmasked Estep 
Score: -2050162.125000 Penalty: 3210.738525
	Iteration 130Q: 3 clusters Score -2050162 nChanged 6
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Entering Unmasked Estep 
Score: -2050161.500000 Penalty: 3210.738525
	Iteration 131Q: 3 clusters Score -2050162 nChanged 9
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2050159 nChanged 7
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Mstep: Class 1 contains 17624 members 
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Entering Unmasked Estep 
Score: -2050159.875000 Penalty: 3210.738525
	Iteration 133Q: 3 clusters Score -2050160 nChanged 5
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Entering Unmasked Estep 
Score: -2050161.750000 Penalty: 3210.738525
	Iteration 134Q: 3 clusters Score -2050162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2050162.000000 Penalty: 3210.738525
	Iteration 135Q: 3 clusters Score -2050162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2050160.625000 Penalty: 3210.738525
	Iteration 136Q: 3 clusters Score -2050161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2050162.125000 Penalty: 3210.738525
	Iteration 137Q: 3 clusters Score -2050162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2050162.875000 Penalty: 3210.738525
	Iteration 138Q: 3 clusters Score -2050163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2050162.875000 Penalty: 3210.738525
	Iteration 139F: 3 clusters Score -2050163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Entering Unmasked Estep 
Score: -6989955.500000 Penalty: 1803.466919
	Iteration 0F: 2 clusters Score -6989956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -6945821.500000 Penalty: 3606.933838
	Iteration 0F: 3 clusters Score -6945822 nChanged 31388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6964210.500000 Penalty: 3606.933838
	Iteration 1F: 3 clusters Score -6964210 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6965020.500000 Penalty: 3606.933838
	Iteration 2Q: 3 clusters Score -6965020 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -6965958.500000 Penalty: 3606.933838
	Iteration 3Q: 3 clusters Score -6965958 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -6967183.500000 Penalty: 3606.933838
	Iteration 4Q: 3 clusters Score -6967184 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -6968646.500000 Penalty: 3606.933838
	Iteration 5Q: 3 clusters Score -6968646 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6970607.500000 Penalty: 3606.933838
	Iteration 6F: 3 clusters Score -6970608 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -6972933.500000 Penalty: 3606.933838
	Iteration 7F: 3 clusters Score -6972934 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -6975739.000000 Penalty: 3606.933838
	Iteration 8F: 3 clusters Score -6975739 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -6978889.500000 Penalty: 3606.933838
	Iteration 9F: 3 clusters Score -6978890 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -6981827.500000 Penalty: 3606.933838
	Iteration 10F: 3 clusters Score -6981828 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6984253.000000 Penalty: 3606.933838
	Iteration 11Q: 3 clusters Score -6984253 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6985903.000000 Penalty: 3606.933838
	Iteration 12Q: 3 clusters Score -6985903 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6986952.000000 Penalty: 3606.933838
	Iteration 13Q: 3 clusters Score -6986952 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6987574.000000 Penalty: 3606.933838
	Iteration 14Q: 3 clusters Score -6987574 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6987960.000000 Penalty: 3606.933838
	Iteration 15Q: 3 clusters Score -6987960 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6988160.000000 Penalty: 3606.933838
	Iteration 16Q: 3 clusters Score -6988160 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6988296.500000 Penalty: 3606.933838
	Iteration 17Q: 3 clusters Score -6988296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6988391.500000 Penalty: 3606.933838
	Iteration 18Q: 3 clusters Score -6988392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6988466.000000 Penalty: 3606.933838
	Iteration 19Q: 3 clusters Score -6988466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6988501.500000 Penalty: 3606.933838
	Iteration 20F: 3 clusters Score -6988502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6988525.000000 Penalty: 3606.933838
	Iteration 21Q: 3 clusters Score -6988525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6988526.500000 Penalty: 3606.933838
	Iteration 22Q: 3 clusters Score -6988526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6988534.000000 Penalty: 3606.933838
	Iteration 23Q: 3 clusters Score -6988534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6988550.500000 Penalty: 3606.933838
	Iteration 24Q: 3 clusters Score -6988550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6988549.000000 Penalty: 3606.933838
	Iteration 25Q: 3 clusters Score -6988549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6988555.000000 Penalty: 3606.933838
	Iteration 26Q: 3 clusters Score -6988555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6988559.000000 Penalty: 3606.933838
	Iteration 27Q: 3 clusters Score -6988559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6988554.000000 Penalty: 3606.933838
	Iteration 28Q: 3 clusters Score -6988554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6988555.500000 Penalty: 3606.933838
	Iteration 29Q: 3 clusters Score -6988556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6988559.500000 Penalty: 3606.933838
	Iteration 30Q: 3 clusters Score -6988560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6988559.500000 Penalty: 3606.933838
	Iteration 31F: 3 clusters Score -6988560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -320955.312500 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -320955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -318120.375000 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -318120.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -318835.218750 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -318835.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -319004.781250 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -319004.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319147.250000 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -319147.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -319271.187500 Penalty: 2619.983398
	Iteration 4F: 3 clusters Score -319271.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -319374.625000 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -319374.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -319458.625000 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -319458.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -319516.437500 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -319516.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -319555.062500 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -319555.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -319588.125000 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -319588.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -319611.937500 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -319611.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -319634.843750 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -319634.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -319649.093750 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -319649.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -319661.125000 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -319661.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -319676.875000 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -319676.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -319691.218750 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -319691.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -319701.437500 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -319701.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -319713.062500 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -319713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -319723.625000 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -319723.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -319734.062500 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -319734.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -319744.875000 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -319744.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -319759.906250 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -319759.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -319775.781250 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -319775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -319794.375000 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -319794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -319810.843750 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -319810.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -319831.218750 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -319831.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -319852.593750 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -319852.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -319871.718750 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -319871.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -319882.250000 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -319882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -319891.437500 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -319891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -319906.281250 Penalty: 2619.983398
	Iteration 30Q: 3 clusters Score -319906.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -319913.156250 Penalty: 2619.983398
	Iteration 31Q: 3 clusters Score -319913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -319920.875000 Penalty: 2619.983398
	Iteration 32Q: 3 clusters Score -319920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -319924.781250 Penalty: 2619.983398
	Iteration 33Q: 3 clusters Score -319924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -319928.218750 Penalty: 2619.983398
	Iteration 34Q: 3 clusters Score -319928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -319930.656250 Penalty: 2619.983398
	Iteration 35Q: 3 clusters Score -319930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -319933.062500 Penalty: 2619.983398
	Iteration 36Q: 3 clusters Score -319933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -319936.031250 Penalty: 2619.983398
	Iteration 37Q: 3 clusters Score -319936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -319938.875000 Penalty: 2619.983398
	Iteration 38Q: 3 clusters Score -319938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -319939.187500 Penalty: 2619.983398
	Iteration 39Q: 3 clusters Score -319939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -319942.906250 Penalty: 2619.983398
	Iteration 40F: 3 clusters Score -319942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -319947.500000 Penalty: 2619.983398
	Iteration 41Q: 3 clusters Score -319947.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -319952.218750 Penalty: 2619.983398
	Iteration 42Q: 3 clusters Score -319952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -319960.968750 Penalty: 2619.983398
	Iteration 43Q: 3 clusters Score -319961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -319967.593750 Penalty: 2619.983398
	Iteration 44Q: 3 clusters Score -319967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -319971.281250 Penalty: 2619.983398
	Iteration 45Q: 3 clusters Score -319971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -319974.468750 Penalty: 2619.983398
	Iteration 46Q: 3 clusters Score -319974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -319977.718750 Penalty: 2619.983398
	Iteration 47Q: 3 clusters Score -319977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -319982.437500 Penalty: 2619.983398
	Iteration 48Q: 3 clusters Score -319982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -319990.937500 Penalty: 2619.983398
	Iteration 49Q: 3 clusters Score -319990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -319995.562500 Penalty: 2619.983398
	Iteration 50Q: 3 clusters Score -319995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -320002.625000 Penalty: 2619.983398
	Iteration 51Q: 3 clusters Score -320002.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -320010.843750 Penalty: 2619.983398
	Iteration 52Q: 3 clusters Score -320010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -320014.218750 Penalty: 2619.983398
	Iteration 53Q: 3 clusters Score -320014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -320019.312500 Penalty: 2619.983398
	Iteration 54Q: 3 clusters Score -320019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -320022.531250 Penalty: 2619.983398
	Iteration 55Q: 3 clusters Score -320022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -320025.625000 Penalty: 2619.983398
	Iteration 56Q: 3 clusters Score -320025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -320026.968750 Penalty: 2619.983398
	Iteration 57Q: 3 clusters Score -320027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -320026.968750 Penalty: 2619.983398
	Iteration 58F: 3 clusters Score -320027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118118 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 15488 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 192101 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97795 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29296 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66056 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067648.000000 Penalty: 111104.703125
Iteration 359Q: 49 clusters Score -1.540676e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19635 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30924 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118119 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 15482 members 
Mstep: Class 14 contains 10294 members 
Mstep: Class 15 contains 192102 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155269 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97812 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111629 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29287 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19521 members 
Mstep: Class 47 contains 66055 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067664.000000 Penalty: 111104.703125
Iteration 360F: 49 clusters Score -1.540677e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19626 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 30923 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118121 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 15476 members 
Mstep: Class 14 contains 10295 members 
Mstep: Class 15 contains 192108 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155266 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97832 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2004 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168909 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111628 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29281 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66054 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067648.000000 Penalty: 111104.703125
Iteration 361Q: 49 clusters Score -1.540676e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72751 members 
Mstep: Class 8 contains 118119 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 15472 members 
Mstep: Class 14 contains 10298 members 
Mstep: Class 15 contains 192114 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155265 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97850 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168911 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111628 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29278 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19520 members 
Mstep: Class 47 contains 66052 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 362Q: 49 clusters Score -1.540677e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72750 members 
Mstep: Class 8 contains 118117 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 10297 members 
Mstep: Class 15 contains 192120 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155262 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97864 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168913 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29272 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19521 members 
Mstep: Class 47 contains 66049 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 363Q: 49 clusters Score -1.540678e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19589 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72749 members 
Mstep: Class 8 contains 118116 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 15464 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 192124 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155256 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97882 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168921 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111625 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29268 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19523 members 
Mstep: Class 47 contains 66048 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 364Q: 49 clusters Score -1.540677e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19574 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72748 members 
Mstep: Class 8 contains 118115 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15459 members 
Mstep: Class 14 contains 10301 members 
Mstep: Class 15 contains 192125 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155254 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97901 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168925 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111624 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29265 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19525 members 
Mstep: Class 47 contains 66048 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 365Q: 49 clusters Score -1.540677e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118114 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 10302 members 
Mstep: Class 15 contains 192128 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155252 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97915 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168927 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111625 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29263 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19526 members 
Mstep: Class 47 contains 66048 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 366Q: 49 clusters Score -1.540678e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19550 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118114 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15455 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192126 members 
Mstep: Class 16 contains 30104 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80369 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97927 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168931 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111625 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29259 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17045 members 
Mstep: Class 46 contains 19527 members 
Mstep: Class 47 contains 66048 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 111104.703125
Iteration 367Q: 49 clusters Score -1.540677e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19537 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118111 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192126 members 
Mstep: Class 16 contains 30103 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97943 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168934 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111626 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29257 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19525 members 
Mstep: Class 47 contains 66048 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 368Q: 49 clusters Score -1.540677e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19531 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118110 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15455 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 192131 members 
Mstep: Class 16 contains 30103 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155248 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97950 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168933 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111624 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29259 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19525 members 
Mstep: Class 47 contains 66047 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 111104.703125
Iteration 369Q: 49 clusters Score -1.540678e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19529 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118109 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192136 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97950 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168932 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111623 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29259 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19529 members 
Mstep: Class 47 contains 66046 members 
Mstep: Class 48 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 370Q: 49 clusters Score -1.540678e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19530 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118107 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15448 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192139 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97946 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168932 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29260 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19531 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 371Q: 49 clusters Score -1.540678e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192142 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29920 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155248 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97945 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168932 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111628 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29261 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19532 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 372Q: 49 clusters Score -1.540678e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19518 members 
Mstep: Class 4 contains 53467 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192143 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155248 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97950 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168934 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111628 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29261 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19532 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 373Q: 49 clusters Score -1.540678e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19513 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192142 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97957 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168935 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29260 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19532 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 374Q: 49 clusters Score -1.540678e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19507 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118104 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 192141 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97964 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168935 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29262 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19532 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 375Q: 49 clusters Score -1.540678e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118104 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15449 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 192142 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155247 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97969 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168935 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29260 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19532 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 376Q: 49 clusters Score -1.540678e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15445 members 
Mstep: Class 14 contains 10305 members 
Mstep: Class 15 contains 192146 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97974 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168936 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29258 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19533 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 377Q: 49 clusters Score -1.540678e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 19489 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10306 members 
Mstep: Class 15 contains 192149 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97977 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168937 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111627 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29256 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19535 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067856.000000 Penalty: 111104.703125
Iteration 378Q: 49 clusters Score -1.540679e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19482 members 
Mstep: Class 4 contains 53467 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15449 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192147 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97984 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168939 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111626 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29251 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19539 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067888.000000 Penalty: 111104.703125
Iteration 379Q: 49 clusters Score -1.540679e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19475 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15449 members 
Mstep: Class 14 contains 10309 members 
Mstep: Class 15 contains 192149 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97990 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168942 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111621 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29252 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19539 members 
Mstep: Class 47 contains 66045 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 380F: 49 clusters Score -1.540677e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19467 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72745 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15449 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192154 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80368 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 97998 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168943 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29251 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19540 members 
Mstep: Class 47 contains 66044 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067696.000000 Penalty: 111104.703125
Iteration 381Q: 49 clusters Score -1.540677e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15451 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192151 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155243 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80367 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98002 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168946 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29249 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19541 members 
Mstep: Class 47 contains 66043 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 382Q: 49 clusters Score -1.540677e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19454 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15451 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192151 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155243 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80366 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98010 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111620 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29248 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19540 members 
Mstep: Class 47 contains 66043 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 383Q: 49 clusters Score -1.540677e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19448 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192157 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155243 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98011 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168946 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111621 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29248 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19540 members 
Mstep: Class 47 contains 66041 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 384Q: 49 clusters Score -1.540677e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19444 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118101 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192157 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155242 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98019 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168949 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111620 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29245 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19539 members 
Mstep: Class 47 contains 66041 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067728.000000 Penalty: 111104.703125
Iteration 385Q: 49 clusters Score -1.540677e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15452 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192158 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155243 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98028 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168949 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29244 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19539 members 
Mstep: Class 47 contains 66040 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 386Q: 49 clusters Score -1.540678e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19427 members 
Mstep: Class 4 contains 53467 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192161 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98039 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168948 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111618 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29242 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19540 members 
Mstep: Class 47 contains 66041 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067680.000000 Penalty: 111104.703125
Iteration 387Q: 49 clusters Score -1.540677e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19423 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15449 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192164 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98045 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29239 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19542 members 
Mstep: Class 47 contains 66039 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 111104.703125
Iteration 388Q: 49 clusters Score -1.540677e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19419 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15448 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192168 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98049 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168946 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29235 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19546 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 389Q: 49 clusters Score -1.540678e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15448 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192169 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37827 members 
Mstep: Class 20 contains 155243 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98048 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168946 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29235 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19550 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067792.000000 Penalty: 111104.703125
Iteration 390Q: 49 clusters Score -1.540678e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19418 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192168 members 
Mstep: Class 16 contains 30102 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37826 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98048 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111617 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29231 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19553 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 391Q: 49 clusters Score -1.540678e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19419 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72746 members 
Mstep: Class 8 contains 118101 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192169 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155246 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98044 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168948 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111618 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29230 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 392Q: 49 clusters Score -1.540678e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19418 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118100 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155245 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98042 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168948 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29230 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 393Q: 49 clusters Score -1.540678e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118101 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192173 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98044 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7552 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168948 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 111104.703125
Iteration 394Q: 49 clusters Score -1.540678e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53466 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118101 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192174 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98044 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168948 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 111104.703125
Iteration 395Q: 49 clusters Score -1.540678e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118102 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192173 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8219 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98045 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168948 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 111104.703125
Iteration 396Q: 49 clusters Score -1.540678e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118103 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98047 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66038 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067792.000000 Penalty: 111104.703125
Iteration 397Q: 49 clusters Score -1.540678e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118104 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192173 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067760.000000 Penalty: 111104.703125
Iteration 398Q: 49 clusters Score -1.540678e+08 nChanged 1
Entering ConstructFrom: 
Score: -154067760.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Entering Unmasked Estep 
Score: -3564598.750000 Penalty: 1700.778076
	Iteration 0F: 2 clusters Score -3564599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3541170.250000 Penalty: 3401.556152
	Iteration 0F: 3 clusters Score -3541170 nChanged 16201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3550160.000000 Penalty: 3401.556152
	Iteration 1F: 3 clusters Score -3550160 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3550667.750000 Penalty: 3401.556152
	Iteration 2Q: 3 clusters Score -3550668 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3551258.750000 Penalty: 3401.556152
	Iteration 3Q: 3 clusters Score -3551259 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3552062.000000 Penalty: 3401.556152
	Iteration 4Q: 3 clusters Score -3552062 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3553173.000000 Penalty: 3401.556152
	Iteration 5F: 3 clusters Score -3553173 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3554507.250000 Penalty: 3401.556152
	Iteration 6F: 3 clusters Score -3554507 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3555843.000000 Penalty: 3401.556152
	Iteration 7F: 3 clusters Score -3555843 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3557008.500000 Penalty: 3401.556152
	Iteration 8F: 3 clusters Score -3557008 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3557880.000000 Penalty: 3401.556152
	Iteration 9Q: 3 clusters Score -3557880 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3558514.000000 Penalty: 3401.556152
	Iteration 10Q: 3 clusters Score -3558514 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3559026.500000 Penalty: 3401.556152
	Iteration 11Q: 3 clusters Score -3559026 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3559469.750000 Penalty: 3401.556152
	Iteration 12Q: 3 clusters Score -3559470 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3559889.500000 Penalty: 3401.556152
	Iteration 13Q: 3 clusters Score -3559890 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3560285.000000 Penalty: 3401.556152
	Iteration 14Q: 3 clusters Score -3560285 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3560672.500000 Penalty: 3401.556152
	Iteration 15Q: 3 clusters Score -3560672 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3561036.500000 Penalty: 3401.556152
	Iteration 16Q: 3 clusters Score -3561036 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3561348.000000 Penalty: 3401.556152
	Iteration 17Q: 3 clusters Score -3561348 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3561683.750000 Penalty: 3401.556152
	Iteration 18Q: 3 clusters Score -3561684 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3561959.000000 Penalty: 3401.556152
	Iteration 19Q: 3 clusters Score -3561959 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3562180.500000 Penalty: 3401.556152
	Iteration 20F: 3 clusters Score -3562180 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3562392.000000 Penalty: 3401.556152
	Iteration 21Q: 3 clusters Score -3562392 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3562555.250000 Penalty: 3401.556152
	Iteration 22Q: 3 clusters Score -3562555 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3562695.000000 Penalty: 3401.556152
	Iteration 23Q: 3 clusters Score -3562695 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3562800.250000 Penalty: 3401.556152
	Iteration 24Q: 3 clusters Score -3562800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3562912.250000 Penalty: 3401.556152
	Iteration 25Q: 3 clusters Score -3562912 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3563019.250000 Penalty: 3401.556152
	Iteration 26Q: 3 clusters Score -3563019 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3563093.000000 Penalty: 3401.556152
	Iteration 27Q: 3 clusters Score -3563093 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3563161.000000 Penalty: 3401.556152
	Iteration 28Q: 3 clusters Score -3563161 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3563226.000000 Penalty: 3401.556152
	Iteration 29Q: 3 clusters Score -3563226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3563287.750000 Penalty: 3401.556152
	Iteration 30Q: 3 clusters Score -3563288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3563314.750000 Penalty: 3401.556152
	Iteration 31Q: 3 clusters Score -3563315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3563348.250000 Penalty: 3401.556152
	Iteration 32Q: 3 clusters Score -3563348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3563372.000000 Penalty: 3401.556152
	Iteration 33Q: 3 clusters Score -3563372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3563382.000000 Penalty: 3401.556152
	Iteration 34Q: 3 clusters Score -3563382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3563401.000000 Penalty: 3401.556152
	Iteration 35Q: 3 clusters Score -3563401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3563422.250000 Penalty: 3401.556152
	Iteration 36Q: 3 clusters Score -3563422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3563437.250000 Penalty: 3401.556152
	Iteration 37Q: 3 clusters Score -3563437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3563445.500000 Penalty: 3401.556152
	Iteration 38Q: 3 clusters Score -3563446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3563459.500000 Penalty: 3401.556152
	Iteration 39Q: 3 clusters Score -3563460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3563466.250000 Penalty: 3401.556152
	Iteration 40F: 3 clusters Score -3563466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3563463.750000 Penalty: 3401.556152
	Iteration 41Q: 3 clusters Score -3563464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3563463.000000 Penalty: 3401.556152
	Iteration 42Q: 3 clusters Score -3563463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3563469.750000 Penalty: 3401.556152
	Iteration 43Q: 3 clusters Score -3563470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3563471.250000 Penalty: 3401.556152
	Iteration 44Q: 3 clusters Score -3563471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3563483.500000 Penalty: 3401.556152
	Iteration 45Q: 3 clusters Score -3563484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3563503.250000 Penalty: 3401.556152
	Iteration 46Q: 3 clusters Score -3563503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3563530.000000 Penalty: 3401.556152
	Iteration 47Q: 3 clusters Score -3563530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3563546.500000 Penalty: 3401.556152
	Iteration 48Q: 3 clusters Score -3563546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3563543.250000 Penalty: 3401.556152
	Iteration 49Q: 3 clusters Score -3563543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3563543.500000 Penalty: 3401.556152
	Iteration 50Q: 3 clusters Score -3563544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3563543.500000 Penalty: 3401.556152
	Iteration 51Q: 3 clusters Score -3563544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3563545.750000 Penalty: 3401.556152
	Iteration 52Q: 3 clusters Score -3563546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3563545.000000 Penalty: 3401.556152
	Iteration 53Q: 3 clusters Score -3563545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3563545.500000 Penalty: 3401.556152
	Iteration 54Q: 3 clusters Score -3563546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3563547.500000 Penalty: 3401.556152
	Iteration 55Q: 3 clusters Score -3563548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3563550.000000 Penalty: 3401.556152
	Iteration 56Q: 3 clusters Score -3563550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3563550.000000 Penalty: 3401.556152
	Iteration 57F: 3 clusters Score -3563550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Entering Unmasked Estep 
Score: -1234340.625000 Penalty: 1524.249878
	Iteration 0F: 2 clusters Score -1234341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1225992.000000 Penalty: 3048.499756
	Iteration 0F: 3 clusters Score -1225992 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1228793.625000 Penalty: 3048.499756
	Iteration 1F: 3 clusters Score -1228794 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1229208.875000 Penalty: 3048.499756
	Iteration 2F: 3 clusters Score -1229209 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1229723.000000 Penalty: 3048.499756
	Iteration 3F: 3 clusters Score -1229723 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1230376.375000 Penalty: 3048.499756
	Iteration 4F: 3 clusters Score -1230376 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1231007.125000 Penalty: 3048.499756
	Iteration 5F: 3 clusters Score -1231007 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1231500.875000 Penalty: 3048.499756
	Iteration 6F: 3 clusters Score -1231501 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1231900.000000 Penalty: 3048.499756
	Iteration 7F: 3 clusters Score -1231900 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1232240.625000 Penalty: 3048.499756
	Iteration 8Q: 3 clusters Score -1232241 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1232560.500000 Penalty: 3048.499756
	Iteration 9Q: 3 clusters Score -1232560 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1232853.875000 Penalty: 3048.499756
	Iteration 10Q: 3 clusters Score -1232854 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1233105.875000 Penalty: 3048.499756
	Iteration 11Q: 3 clusters Score -1233106 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1233262.750000 Penalty: 3048.499756
	Iteration 12Q: 3 clusters Score -1233263 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1233355.500000 Penalty: 3048.499756
	Iteration 13Q: 3 clusters Score -1233356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1233416.250000 Penalty: 3048.499756
	Iteration 14Q: 3 clusters Score -1233416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1233438.875000 Penalty: 3048.499756
	Iteration 15Q: 3 clusters Score -1233439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1233450.750000 Penalty: 3048.499756
	Iteration 16Q: 3 clusters Score -1233451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1233456.875000 Penalty: 3048.499756
	Iteration 17Q: 3 clusters Score -1233457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1233463.750000 Penalty: 3048.499756
	Iteration 18Q: 3 clusters Score -1233464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1233469.875000 Penalty: 3048.499756
	Iteration 19Q: 3 clusters Score -1233470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1233471.625000 Penalty: 3048.499756
	Iteration 20F: 3 clusters Score -1233472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1233472.375000 Penalty: 3048.499756
	Iteration 21Q: 3 clusters Score -1233472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1233477.500000 Penalty: 3048.499756
	Iteration 22Q: 3 clusters Score -1233478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1233481.000000 Penalty: 3048.499756
	Iteration 23Q: 3 clusters Score -1233481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1233480.250000 Penalty: 3048.499756
	Iteration 24Q: 3 clusters Score -1233480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1233481.375000 Penalty: 3048.499756
	Iteration 25Q: 3 clusters Score -1233481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1233481.500000 Penalty: 3048.499756
	Iteration 26Q: 3 clusters Score -1233482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1233484.000000 Penalty: 3048.499756
	Iteration 27Q: 3 clusters Score -1233484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1233486.250000 Penalty: 3048.499756
	Iteration 28Q: 3 clusters Score -1233486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1233488.375000 Penalty: 3048.499756
	Iteration 29Q: 3 clusters Score -1233488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1233488.250000 Penalty: 3048.499756
	Iteration 30Q: 3 clusters Score -1233488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1233487.500000 Penalty: 3048.499756
	Iteration 31Q: 3 clusters Score -1233488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1233488.000000 Penalty: 3048.499756
	Iteration 32Q: 3 clusters Score -1233488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1233487.750000 Penalty: 3048.499756
	Iteration 33Q: 3 clusters Score -1233488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1233488.375000 Penalty: 3048.499756
	Iteration 34Q: 3 clusters Score -1233488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1233489.750000 Penalty: 3048.499756
	Iteration 35Q: 3 clusters Score -1233490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1233489.875000 Penalty: 3048.499756
	Iteration 36Q: 3 clusters Score -1233490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1233489.125000 Penalty: 3048.499756
	Iteration 37Q: 3 clusters Score -1233489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1233491.000000 Penalty: 3048.499756
	Iteration 38Q: 3 clusters Score -1233491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1233491.000000 Penalty: 3048.499756
	Iteration 39F: 3 clusters Score -1233491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -2038197.625000 Penalty: 1604.509399
	Iteration 0F: 2 clusters Score -2038198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2024851.875000 Penalty: 3209.018799
	Iteration 0F: 3 clusters Score -2024852 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2029691.875000 Penalty: 3209.018799
	Iteration 1F: 3 clusters Score -2029692 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2030064.750000 Penalty: 3209.018799
	Iteration 2F: 3 clusters Score -2030065 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2030424.375000 Penalty: 3209.018799
	Iteration 3Q: 3 clusters Score -2030424 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2030857.250000 Penalty: 3209.018799
	Iteration 4Q: 3 clusters Score -2030857 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2031422.375000 Penalty: 3209.018799
	Iteration 5F: 3 clusters Score -2031422 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2032135.250000 Penalty: 3209.018799
	Iteration 6F: 3 clusters Score -2032135 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2032889.875000 Penalty: 3209.018799
	Iteration 7F: 3 clusters Score -2032890 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2033670.375000 Penalty: 3209.018799
	Iteration 8F: 3 clusters Score -2033670 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2034483.625000 Penalty: 3209.018799
	Iteration 9F: 3 clusters Score -2034484 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2035188.500000 Penalty: 3209.018799
	Iteration 10Q: 3 clusters Score -2035188 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2035822.875000 Penalty: 3209.018799
	Iteration 11Q: 3 clusters Score -2035823 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2036324.500000 Penalty: 3209.018799
	Iteration 12Q: 3 clusters Score -2036324 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2036652.500000 Penalty: 3209.018799
	Iteration 13Q: 3 clusters Score -2036652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2036857.375000 Penalty: 3209.018799
	Iteration 14Q: 3 clusters Score -2036857 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2036980.375000 Penalty: 3209.018799
	Iteration 15Q: 3 clusters Score -2036980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2037031.000000 Penalty: 3209.018799
	Iteration 16Q: 3 clusters Score -2037031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2037061.250000 Penalty: 3209.018799
	Iteration 17Q: 3 clusters Score -2037061 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2037073.000000 Penalty: 3209.018799
	Iteration 18Q: 3 clusters Score -2037073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2037079.875000 Penalty: 3209.018799
	Iteration 19Q: 3 clusters Score -2037080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2037087.375000 Penalty: 3209.018799
	Iteration 20F: 3 clusters Score -2037087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2037089.375000 Penalty: 3209.018799
	Iteration 21Q: 3 clusters Score -2037089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2037094.250000 Penalty: 3209.018799
	Iteration 22Q: 3 clusters Score -2037094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2037094.250000 Penalty: 3209.018799
	Iteration 23Q: 3 clusters Score -2037094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2037096.750000 Penalty: 3209.018799
	Iteration 24Q: 3 clusters Score -2037097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2037097.500000 Penalty: 3209.018799
	Iteration 25Q: 3 clusters Score -2037098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2037101.750000 Penalty: 3209.018799
	Iteration 26Q: 3 clusters Score -2037102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2037107.000000 Penalty: 3209.018799
	Iteration 27Q: 3 clusters Score -2037107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2037110.250000 Penalty: 3209.018799
	Iteration 28Q: 3 clusters Score -2037110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2037114.625000 Penalty: 3209.018799
	Iteration 29Q: 3 clusters Score -2037115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2037114.250000 Penalty: 3209.018799
	Iteration 30Q: 3 clusters Score -2037114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2037114.875000 Penalty: 3209.018799
	Iteration 31Q: 3 clusters Score -2037115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2037117.625000 Penalty: 3209.018799
	Iteration 32Q: 3 clusters Score -2037118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2037117.500000 Penalty: 3209.018799
	Iteration 33Q: 3 clusters Score -2037118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2037120.250000 Penalty: 3209.018799
	Iteration 34Q: 3 clusters Score -2037120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2037120.500000 Penalty: 3209.018799
	Iteration 35Q: 3 clusters Score -2037120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2037119.625000 Penalty: 3209.018799
	Iteration 36Q: 3 clusters Score -2037120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2037119.625000 Penalty: 3209.018799
	Iteration 37F: 3 clusters Score -2037120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Entering Unmasked Estep 
Score: -5610855.500000 Penalty: 1769.102173
	Iteration 0F: 2 clusters Score -5610856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -5575045.000000 Penalty: 3538.204346
	Iteration 0F: 3 clusters Score -5575045 nChanged 25175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -5589856.000000 Penalty: 3538.204346
	Iteration 1F: 3 clusters Score -5589856 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5591084.500000 Penalty: 3538.204346
	Iteration 2Q: 3 clusters Score -5591084 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5592909.500000 Penalty: 3538.204346
	Iteration 3F: 3 clusters Score -5592910 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5595223.000000 Penalty: 3538.204346
	Iteration 4F: 3 clusters Score -5595223 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5597590.000000 Penalty: 3538.204346
	Iteration 5F: 3 clusters Score -5597590 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5599453.000000 Penalty: 3538.204346
	Iteration 6F: 3 clusters Score -5599453 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5600702.000000 Penalty: 3538.204346
	Iteration 7F: 3 clusters Score -5600702 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5601491.000000 Penalty: 3538.204346
	Iteration 8Q: 3 clusters Score -5601491 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5602037.000000 Penalty: 3538.204346
	Iteration 9Q: 3 clusters Score -5602037 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5602441.000000 Penalty: 3538.204346
	Iteration 10Q: 3 clusters Score -5602441 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5602697.500000 Penalty: 3538.204346
	Iteration 11Q: 3 clusters Score -5602698 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5602950.500000 Penalty: 3538.204346
	Iteration 12Q: 3 clusters Score -5602950 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5603105.000000 Penalty: 3538.204346
	Iteration 13Q: 3 clusters Score -5603105 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5603176.000000 Penalty: 3538.204346
	Iteration 14Q: 3 clusters Score -5603176 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5603271.500000 Penalty: 3538.204346
	Iteration 15Q: 3 clusters Score -5603272 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5603325.000000 Penalty: 3538.204346
	Iteration 16Q: 3 clusters Score -5603325 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5603351.000000 Penalty: 3538.204346
	Iteration 17Q: 3 clusters Score -5603351 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5603389.500000 Penalty: 3538.204346
	Iteration 18Q: 3 clusters Score -5603390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5603402.500000 Penalty: 3538.204346
	Iteration 19Q: 3 clusters Score -5603402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -5603393.500000 Penalty: 3538.204346
	Iteration 20F: 3 clusters Score -5603394 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -5603399.000000 Penalty: 3538.204346
	Iteration 21Q: 3 clusters Score -5603399 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5603421.000000 Penalty: 3538.204346
	Iteration 22Q: 3 clusters Score -5603421 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5603445.000000 Penalty: 3538.204346
	Iteration 23Q: 3 clusters Score -5603445 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5603469.500000 Penalty: 3538.204346
	Iteration 24Q: 3 clusters Score -5603470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -5603472.000000 Penalty: 3538.204346
	Iteration 25Q: 3 clusters Score -5603472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5603518.500000 Penalty: 3538.204346
	Iteration 26Q: 3 clusters Score -5603518 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5603539.500000 Penalty: 3538.204346
	Iteration 27Q: 3 clusters Score -5603540 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5603607.000000 Penalty: 3538.204346
	Iteration 28Q: 3 clusters Score -5603607 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5603640.500000 Penalty: 3538.204346
	Iteration 29Q: 3 clusters Score -5603640 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5603717.000000 Penalty: 3538.204346
	Iteration 30Q: 3 clusters Score -5603717 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -5603799.500000 Penalty: 3538.204346
	Iteration 31Q: 3 clusters Score -5603800 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5603856.000000 Penalty: 3538.204346
	Iteration 32Q: 3 clusters Score -5603856 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5603942.500000 Penalty: 3538.204346
	Iteration 33Q: 3 clusters Score -5603942 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5604049.500000 Penalty: 3538.204346
	Iteration 34Q: 3 clusters Score -5604050 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5604157.500000 Penalty: 3538.204346
	Iteration 35Q: 3 clusters Score -5604158 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5604251.000000 Penalty: 3538.204346
	Iteration 36Q: 3 clusters Score -5604251 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5604400.000000 Penalty: 3538.204346
	Iteration 37Q: 3 clusters Score -5604400 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5604555.000000 Penalty: 3538.204346
	Iteration 38Q: 3 clusters Score -5604555 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5604707.500000 Penalty: 3538.204346
	Iteration 39Q: 3 clusters Score -5604708 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5604838.500000 Penalty: 3538.204346
	Iteration 40F: 3 clusters Score -5604838 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5604981.000000 Penalty: 3538.204346
	Iteration 41Q: 3 clusters Score -5604981 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5605163.500000 Penalty: 3538.204346
	Iteration 42Q: 3 clusters Score -5605164 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5605320.000000 Penalty: 3538.204346
	Iteration 43Q: 3 clusters Score -5605320 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -5605464.500000 Penalty: 3538.204346
	Iteration 44Q: 3 clusters Score -5605464 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -5605669.000000 Penalty: 3538.204346
	Iteration 45Q: 3 clusters Score -5605669 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -5605868.500000 Penalty: 3538.204346
	Iteration 46Q: 3 clusters Score -5605868 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -5606075.000000 Penalty: 3538.204346
	Iteration 47Q: 3 clusters Score -5606075 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -5606302.000000 Penalty: 3538.204346
	Iteration 48Q: 3 clusters Score -5606302 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -5606554.000000 Penalty: 3538.204346
	Iteration 49Q: 3 clusters Score -5606554 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -5606821.500000 Penalty: 3538.204346
	Iteration 50Q: 3 clusters Score -5606822 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -5607092.500000 Penalty: 3538.204346
	Iteration 51Q: 3 clusters Score -5607092 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5607344.000000 Penalty: 3538.204346
	Iteration 52Q: 3 clusters Score -5607344 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5607620.000000 Penalty: 3538.204346
	Iteration 53Q: 3 clusters Score -5607620 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5607859.000000 Penalty: 3538.204346
	Iteration 54Q: 3 clusters Score -5607859 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5608104.000000 Penalty: 3538.204346
	Iteration 55Q: 3 clusters Score -5608104 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5608285.500000 Penalty: 3538.204346
	Iteration 56Q: 3 clusters Score -5608286 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5608480.000000 Penalty: 3538.204346
	Iteration 57Q: 3 clusters Score -5608480 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5608641.000000 Penalty: 3538.204346
	Iteration 58Q: 3 clusters Score -5608641 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5608768.500000 Penalty: 3538.204346
	Iteration 59Q: 3 clusters Score -5608768 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5608864.500000 Penalty: 3538.204346
	Iteration 60F: 3 clusters Score -5608864 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5608934.000000 Penalty: 3538.204346
	Iteration 61Q: 3 clusters Score -5608934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5608999.500000 Penalty: 3538.204346
	Iteration 62Q: 3 clusters Score -5609000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5609033.000000 Penalty: 3538.204346
	Iteration 63Q: 3 clusters Score -5609033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5609096.000000 Penalty: 3538.204346
	Iteration 64Q: 3 clusters Score -5609096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5609132.500000 Penalty: 3538.204346
	Iteration 65Q: 3 clusters Score -5609132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5609174.000000 Penalty: 3538.204346
	Iteration 66Q: 3 clusters Score -5609174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5609200.500000 Penalty: 3538.204346
	Iteration 67Q: 3 clusters Score -5609200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5609236.000000 Penalty: 3538.204346
	Iteration 68Q: 3 clusters Score -5609236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5609257.000000 Penalty: 3538.204346
	Iteration 69Q: 3 clusters Score -5609257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5609270.500000 Penalty: 3538.204346
	Iteration 70Q: 3 clusters Score -5609270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5609286.000000 Penalty: 3538.204346
	Iteration 71Q: 3 clusters Score -5609286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5609283.500000 Penalty: 3538.204346
	Iteration 72Q: 3 clusters Score -5609284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5609304.000000 Penalty: 3538.204346
	Iteration 73Q: 3 clusters Score -5609304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5609321.500000 Penalty: 3538.204346
	Iteration 74Q: 3 clusters Score -5609322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5609327.000000 Penalty: 3538.204346
	Iteration 75Q: 3 clusters Score -5609327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5609333.000000 Penalty: 3538.204346
	Iteration 76Q: 3 clusters Score -5609333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5609339.500000 Penalty: 3538.204346
	Iteration 77Q: 3 clusters Score -5609340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5609343.000000 Penalty: 3538.204346
	Iteration 78Q: 3 clusters Score -5609343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5609351.500000 Penalty: 3538.204346
	Iteration 79Q: 3 clusters Score -5609352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5609355.500000 Penalty: 3538.204346
	Iteration 80F: 3 clusters Score -5609356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5609356.500000 Penalty: 3538.204346
	Iteration 81Q: 3 clusters Score -5609356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5609359.500000 Penalty: 3538.204346
	Iteration 82Q: 3 clusters Score -5609360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5609371.000000 Penalty: 3538.204346
	Iteration 83Q: 3 clusters Score -5609371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5609384.000000 Penalty: 3538.204346
	Iteration 84Q: 3 clusters Score -5609384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5609386.500000 Penalty: 3538.204346
	Iteration 85Q: 3 clusters Score -5609386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5609394.500000 Penalty: 3538.204346
	Iteration 86Q: 3 clusters Score -5609394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5609400.000000 Penalty: 3538.204346
	Iteration 87Q: 3 clusters Score -5609400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5609407.000000 Penalty: 3538.204346
	Iteration 88Q: 3 clusters Score -5609407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5609409.500000 Penalty: 3538.204346
	Iteration 89Q: 3 clusters Score -5609410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5609408.500000 Penalty: 3538.204346
	Iteration 90Q: 3 clusters Score -5609408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5609410.500000 Penalty: 3538.204346
	Iteration 91Q: 3 clusters Score -5609410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5609417.000000 Penalty: 3538.204346
	Iteration 92Q: 3 clusters Score -5609417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5609413.000000 Penalty: 3538.204346
	Iteration 93Q: 3 clusters Score -5609413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5609413.500000 Penalty: 3538.204346
	Iteration 94Q: 3 clusters Score -5609414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5609412.500000 Penalty: 3538.204346
	Iteration 95Q: 3 clusters Score -5609412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5609407.000000 Penalty: 3538.204346
	Iteration 96Q: 3 clusters Score -5609407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5609403.500000 Penalty: 3538.204346
	Iteration 97Q: 3 clusters Score -5609404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5609404.000000 Penalty: 3538.204346
	Iteration 98Q: 3 clusters Score -5609404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5609404.000000 Penalty: 3538.204346
	Iteration 99F: 3 clusters Score -5609404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Entering Unmasked Estep 
Score: -3138090.500000 Penalty: 1680.113159
	Iteration 0F: 2 clusters Score -3138090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3117156.500000 Penalty: 3360.226318
	Iteration 0F: 3 clusters Score -3117156 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3125412.750000 Penalty: 3360.226318
	Iteration 1F: 3 clusters Score -3125413 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3126005.750000 Penalty: 3360.226318
	Iteration 2Q: 3 clusters Score -3126006 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3126767.000000 Penalty: 3360.226318
	Iteration 3F: 3 clusters Score -3126767 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3127766.500000 Penalty: 3360.226318
	Iteration 4F: 3 clusters Score -3127766 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3129113.250000 Penalty: 3360.226318
	Iteration 5F: 3 clusters Score -3129113 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3130787.250000 Penalty: 3360.226318
	Iteration 6F: 3 clusters Score -3130787 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3132717.750000 Penalty: 3360.226318
	Iteration 7F: 3 clusters Score -3132718 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3134422.250000 Penalty: 3360.226318
	Iteration 8F: 3 clusters Score -3134422 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3135615.500000 Penalty: 3360.226318
	Iteration 9Q: 3 clusters Score -3135616 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3136365.750000 Penalty: 3360.226318
	Iteration 10Q: 3 clusters Score -3136366 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3136793.250000 Penalty: 3360.226318
	Iteration 11Q: 3 clusters Score -3136793 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3137005.500000 Penalty: 3360.226318
	Iteration 12Q: 3 clusters Score -3137006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3137089.250000 Penalty: 3360.226318
	Iteration 13Q: 3 clusters Score -3137089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3137157.000000 Penalty: 3360.226318
	Iteration 14Q: 3 clusters Score -3137157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3137215.500000 Penalty: 3360.226318
	Iteration 15Q: 3 clusters Score -3137216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3137231.750000 Penalty: 3360.226318
	Iteration 16Q: 3 clusters Score -3137232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3137246.750000 Penalty: 3360.226318
	Iteration 17Q: 3 clusters Score -3137247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3137250.250000 Penalty: 3360.226318
	Iteration 18Q: 3 clusters Score -3137250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3137255.750000 Penalty: 3360.226318
	Iteration 19Q: 3 clusters Score -3137256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3137259.000000 Penalty: 3360.226318
	Iteration 20F: 3 clusters Score -3137259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3137261.000000 Penalty: 3360.226318
	Iteration 21Q: 3 clusters Score -3137261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3137263.250000 Penalty: 3360.226318
	Iteration 22Q: 3 clusters Score -3137263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3137262.750000 Penalty: 3360.226318
	Iteration 23Q: 3 clusters Score -3137263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3137265.250000 Penalty: 3360.226318
	Iteration 24Q: 3 clusters Score -3137265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3137266.750000 Penalty: 3360.226318
	Iteration 25Q: 3 clusters Score -3137267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3137265.250000 Penalty: 3360.226318
	Iteration 26Q: 3 clusters Score -3137265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3137266.750000 Penalty: 3360.226318
	Iteration 27Q: 3 clusters Score -3137267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3137266.000000 Penalty: 3360.226318
	Iteration 28Q: 3 clusters Score -3137266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3137266.000000 Penalty: 3360.226318
	Iteration 29F: 3 clusters Score -3137266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -336936.093750 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -336936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -333976.062500 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -333976.1 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -334661.375000 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -334661.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -334840.187500 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -334840.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -334968.968750 Penalty: 2644.843750
	Iteration 3F: 3 clusters Score -334969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -335061.968750 Penalty: 2644.843750
	Iteration 4Q: 3 clusters Score -335062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -335142.937500 Penalty: 2644.843750
	Iteration 5Q: 3 clusters Score -335142.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -335212.218750 Penalty: 2644.843750
	Iteration 6Q: 3 clusters Score -335212.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -335267.937500 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -335267.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -335324.218750 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -335324.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -335367.843750 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -335367.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -335402.031250 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -335402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -335445.437500 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -335445.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -335508.312500 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -335508.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -335594.406250 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -335594.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -335660.031250 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -335660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -335709.406250 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -335709.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -335769.656250 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -335769.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -335825.187500 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -335825.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -335875.687500 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -335875.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -335920.781250 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -335920.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -335965.281250 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -335965.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -336005.656250 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -336005.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -336042.125000 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -336042.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -336081.312500 Penalty: 2644.843750
	Iteration 23Q: 3 clusters Score -336081.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -336114.968750 Penalty: 2644.843750
	Iteration 24Q: 3 clusters Score -336115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -336151.000000 Penalty: 2644.843750
	Iteration 25Q: 3 clusters Score -336151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -336180.437500 Penalty: 2644.843750
	Iteration 26Q: 3 clusters Score -336180.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -336210.875000 Penalty: 2644.843750
	Iteration 27Q: 3 clusters Score -336210.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -336231.562500 Penalty: 2644.843750
	Iteration 28Q: 3 clusters Score -336231.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -336245.406250 Penalty: 2644.843750
	Iteration 29Q: 3 clusters Score -336245.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -336251.562500 Penalty: 2644.843750
	Iteration 30Q: 3 clusters Score -336251.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -336260.687500 Penalty: 2644.843750
	Iteration 31Q: 3 clusters Score -336260.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -336266.093750 Penalty: 2644.843750
	Iteration 32Q: 3 clusters Score -336266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -336273.718750 Penalty: 2644.843750
	Iteration 33Q: 3 clusters Score -336273.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -336288.218750 Penalty: 2644.843750
	Iteration 34Q: 3 clusters Score -336288.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -336305.250000 Penalty: 2644.843750
	Iteration 35Q: 3 clusters Score -336305.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -336327.250000 Penalty: 2644.843750
	Iteration 36Q: 3 clusters Score -336327.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -336353.875000 Penalty: 2644.843750
	Iteration 37Q: 3 clusters Score -336353.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -336389.750000 Penalty: 2644.843750
	Iteration 38Q: 3 clusters Score -336389.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -336418.937500 Penalty: 2644.843750
	Iteration 39Q: 3 clusters Score -336418.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -336441.562500 Penalty: 2644.843750
	Iteration 40F: 3 clusters Score -336441.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -336463.156250 Penalty: 2644.843750
	Iteration 41Q: 3 clusters Score -336463.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -336475.500000 Penalty: 2644.843750
	Iteration 42Q: 3 clusters Score -336475.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -336488.218750 Penalty: 2644.843750
	Iteration 43Q: 3 clusters Score -336488.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -336496.937500 Penalty: 2644.843750
	Iteration 44Q: 3 clusters Score -336496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -336505.031250 Penalty: 2644.843750
	Iteration 45Q: 3 clusters Score -336505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -336513.250000 Penalty: 2644.843750
	Iteration 46Q: 3 clusters Score -336513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -336519.500000 Penalty: 2644.843750
	Iteration 47Q: 3 clusters Score -336519.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -336524.687500 Penalty: 2644.843750
	Iteration 48Q: 3 clusters Score -336524.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -336527.781250 Penalty: 2644.843750
	Iteration 49Q: 3 clusters Score -336527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336530.218750 Penalty: 2644.843750
	Iteration 50Q: 3 clusters Score -336530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -336533.906250 Penalty: 2644.843750
	Iteration 51Q: 3 clusters Score -336533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -336536.312500 Penalty: 2644.843750
	Iteration 52Q: 3 clusters Score -336536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -336540.031250 Penalty: 2644.843750
	Iteration 53Q: 3 clusters Score -336540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -336543.906250 Penalty: 2644.843750
	Iteration 54Q: 3 clusters Score -336543.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -336552.156250 Penalty: 2644.843750
	Iteration 55Q: 3 clusters Score -336552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -336573.156250 Penalty: 2644.843750
	Iteration 56Q: 3 clusters Score -336573.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -336592.125000 Penalty: 2644.843750
	Iteration 57Q: 3 clusters Score -336592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -336609.687500 Penalty: 2644.843750
	Iteration 58Q: 3 clusters Score -336609.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -336630.625000 Penalty: 2644.843750
	Iteration 59Q: 3 clusters Score -336630.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -336640.625000 Penalty: 2644.843750
	Iteration 60F: 3 clusters Score -336640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -336643.937500 Penalty: 2644.843750
	Iteration 61Q: 3 clusters Score -336643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -336645.437500 Penalty: 2644.843750
	Iteration 62Q: 3 clusters Score -336645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336647.125000 Penalty: 2644.843750
	Iteration 63Q: 3 clusters Score -336647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -336647.218750 Penalty: 2644.843750
	Iteration 64Q: 3 clusters Score -336647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -336647.781250 Penalty: 2644.843750
	Iteration 65Q: 3 clusters Score -336647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -336647.781250 Penalty: 2644.843750
	Iteration 66F: 3 clusters Score -336647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Entering Unmasked Estep 
Score: -7621902.000000 Penalty: 1819.145752
	Iteration 0F: 2 clusters Score -7621902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7573262.000000 Penalty: 3638.291504
	Iteration 0F: 3 clusters Score -7573262 nChanged 34406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -7592886.500000 Penalty: 3638.291504
	Iteration 1F: 3 clusters Score -7592886 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -7593666.000000 Penalty: 3638.291504
	Iteration 2Q: 3 clusters Score -7593666 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -7594567.500000 Penalty: 3638.291504
	Iteration 3Q: 3 clusters Score -7594568 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -7595862.000000 Penalty: 3638.291504
	Iteration 4Q: 3 clusters Score -7595862 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7597654.500000 Penalty: 3638.291504
	Iteration 5F: 3 clusters Score -7597654 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -7600575.000000 Penalty: 3638.291504
	Iteration 6F: 3 clusters Score -7600575 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -7604974.500000 Penalty: 3638.291504
	Iteration 7F: 3 clusters Score -7604974 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -7610283.500000 Penalty: 3638.291504
	Iteration 8F: 3 clusters Score -7610284 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7615359.500000 Penalty: 3638.291504
	Iteration 9F: 3 clusters Score -7615360 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7618328.500000 Penalty: 3638.291504
	Iteration 10Q: 3 clusters Score -7618328 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7619586.000000 Penalty: 3638.291504
	Iteration 11Q: 3 clusters Score -7619586 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7620049.000000 Penalty: 3638.291504
	Iteration 12Q: 3 clusters Score -7620049 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7620192.000000 Penalty: 3638.291504
	Iteration 13Q: 3 clusters Score -7620192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7620286.000000 Penalty: 3638.291504
	Iteration 14Q: 3 clusters Score -7620286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7620364.000000 Penalty: 3638.291504
	Iteration 15Q: 3 clusters Score -7620364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7620404.500000 Penalty: 3638.291504
	Iteration 16Q: 3 clusters Score -7620404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7620442.000000 Penalty: 3638.291504
	Iteration 17Q: 3 clusters Score -7620442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7620461.500000 Penalty: 3638.291504
	Iteration 18Q: 3 clusters Score -7620462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7620490.500000 Penalty: 3638.291504
	Iteration 19Q: 3 clusters Score -7620490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7620508.000000 Penalty: 3638.291504
	Iteration 20F: 3 clusters Score -7620508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7620534.000000 Penalty: 3638.291504
	Iteration 21Q: 3 clusters Score -7620534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7620544.000000 Penalty: 3638.291504
	Iteration 22Q: 3 clusters Score -7620544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7620559.000000 Penalty: 3638.291504
	Iteration 23Q: 3 clusters Score -7620559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7620565.000000 Penalty: 3638.291504
	Iteration 24Q: 3 clusters Score -7620565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7620567.500000 Penalty: 3638.291504
	Iteration 25Q: 3 clusters Score -7620568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7620567.000000 Penalty: 3638.291504
	Iteration 26Q: 3 clusters Score -7620567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7620564.500000 Penalty: 3638.291504
	Iteration 27Q: 3 clusters Score -7620564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7620563.500000 Penalty: 3638.291504
	Iteration 28Q: 3 clusters Score -7620564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7620563.500000 Penalty: 3638.291504
	Iteration 29F: 3 clusters Score -7620564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Entering Unmasked Estep 
Score: -12357361.000000 Penalty: 1897.890991
	Iteration 0F: 2 clusters Score -1.235736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -12278150.000000 Penalty: 3795.781982
	Iteration 0F: 3 clusters Score -1.227815e+07 nChanged 56565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -12311812.000000 Penalty: 3795.781982
	Iteration 1F: 3 clusters Score -1.231181e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -12313203.000000 Penalty: 3795.781982
	Iteration 2Q: 3 clusters Score -1.23132e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -12315212.000000 Penalty: 3795.781982
	Iteration 3Q: 3 clusters Score -1.231521e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -12318715.000000 Penalty: 3795.781982
	Iteration 4F: 3 clusters Score -1.231872e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -12324404.000000 Penalty: 3795.781982
	Iteration 5F: 3 clusters Score -1.23244e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -12332678.000000 Penalty: 3795.781982
	Iteration 6F: 3 clusters Score -1.233268e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 103335 members 
Entering Unmasked Estep 
Score: -12341540.000000 Penalty: 3795.781982
	Iteration 7F: 3 clusters Score -1.234154e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -12348744.000000 Penalty: 3795.781982
	Iteration 8F: 3 clusters Score -1.234874e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -12352876.000000 Penalty: 3795.781982
	Iteration 9Q: 3 clusters Score -1.235288e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -12354655.000000 Penalty: 3795.781982
	Iteration 10Q: 3 clusters Score -1.235466e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -12355268.000000 Penalty: 3795.781982
	Iteration 11Q: 3 clusters Score -1.235527e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -12355511.000000 Penalty: 3795.781982
	Iteration 12Q: 3 clusters Score -1.235551e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -12355601.000000 Penalty: 3795.781982
	Iteration 13Q: 3 clusters Score -1.23556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 117891 members 
Entering Unmasked Estep 
Score: -12355672.000000 Penalty: 3795.781982
	Iteration 14Q: 3 clusters Score -1.235567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 117902 members 
Entering Unmasked Estep 
Score: -12355689.000000 Penalty: 3795.781982
	Iteration 15Q: 3 clusters Score -1.235569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -12355700.000000 Penalty: 3795.781982
	Iteration 16Q: 3 clusters Score -1.23557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 117910 members 
Entering Unmasked Estep 
Score: -12355703.000000 Penalty: 3795.781982
	Iteration 17Q: 3 clusters Score -1.23557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -12355716.000000 Penalty: 3795.781982
	Iteration 18Q: 3 clusters Score -1.235572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -12355713.000000 Penalty: 3795.781982
	Iteration 19Q: 3 clusters Score -1.235571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 117917 members 
Entering Unmasked Estep 
Score: -12355719.000000 Penalty: 3795.781982
	Iteration 20F: 3 clusters Score -1.235572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -12355718.000000 Penalty: 3795.781982
	Iteration 21Q: 3 clusters Score -1.235572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -12355731.000000 Penalty: 3795.781982
	Iteration 22Q: 3 clusters Score -1.235573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -12355736.000000 Penalty: 3795.781982
	Iteration 23Q: 3 clusters Score -1.235574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -12355740.000000 Penalty: 3795.781982
	Iteration 24Q: 3 clusters Score -1.235574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -12355745.000000 Penalty: 3795.781982
	Iteration 25Q: 3 clusters Score -1.235574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -12355745.000000 Penalty: 3795.781982
	Iteration 26F: 3 clusters Score -1.235574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -750475.375000 Penalty: 1439.715820
	Iteration 0F: 2 clusters Score -750475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -745131.812500 Penalty: 2879.431641
	Iteration 0F: 3 clusters Score -745131.8 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -746722.312500 Penalty: 2879.431641
	Iteration 1F: 3 clusters Score -746722.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -746924.187500 Penalty: 2879.431641
	Iteration 2F: 3 clusters Score -746924.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -747149.812500 Penalty: 2879.431641
	Iteration 3F: 3 clusters Score -747149.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -747448.312500 Penalty: 2879.431641
	Iteration 4F: 3 clusters Score -747448.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -747835.312500 Penalty: 2879.431641
	Iteration 5F: 3 clusters Score -747835.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -748341.125000 Penalty: 2879.431641
	Iteration 6F: 3 clusters Score -748341.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -748804.625000 Penalty: 2879.431641
	Iteration 7F: 3 clusters Score -748804.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -749143.937500 Penalty: 2879.431641
	Iteration 8F: 3 clusters Score -749143.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -749343.937500 Penalty: 2879.431641
	Iteration 9Q: 3 clusters Score -749343.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -749495.187500 Penalty: 2879.431641
	Iteration 10Q: 3 clusters Score -749495.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -749582.062500 Penalty: 2879.431641
	Iteration 11Q: 3 clusters Score -749582.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -749645.812500 Penalty: 2879.431641
	Iteration 12Q: 3 clusters Score -749645.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -749691.062500 Penalty: 2879.431641
	Iteration 13Q: 3 clusters Score -749691.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -749721.625000 Penalty: 2879.431641
	Iteration 14Q: 3 clusters Score -749721.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -749740.437500 Penalty: 2879.431641
	Iteration 15Q: 3 clusters Score -749740.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -749761.500000 Penalty: 2879.431641
	Iteration 16Q: 3 clusters Score -749761.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -749773.000000 Penalty: 2879.431641
	Iteration 17Q: 3 clusters Score -749773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -749783.437500 Penalty: 2879.431641
	Iteration 18Q: 3 clusters Score -749783.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -749797.312500 Penalty: 2879.431641
	Iteration 19Q: 3 clusters Score -749797.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -749814.500000 Penalty: 2879.431641
	Iteration 20F: 3 clusters Score -749814.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -749830.312500 Penalty: 2879.431641
	Iteration 21Q: 3 clusters Score -749830.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -749843.812500 Penalty: 2879.431641
	Iteration 22Q: 3 clusters Score -749843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -749849.437500 Penalty: 2879.431641
	Iteration 23Q: 3 clusters Score -749849.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -749850.937500 Penalty: 2879.431641
	Iteration 24Q: 3 clusters Score -749850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -749852.000000 Penalty: 2879.431641
	Iteration 25Q: 3 clusters Score -749852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -749853.750000 Penalty: 2879.431641
	Iteration 26Q: 3 clusters Score -749853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -749854.125000 Penalty: 2879.431641
	Iteration 27Q: 3 clusters Score -749854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -749855.125000 Penalty: 2879.431641
	Iteration 28Q: 3 clusters Score -749855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -749854.687500 Penalty: 2879.431641
	Iteration 29Q: 3 clusters Score -749854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -749854.687500 Penalty: 2879.431641
	Iteration 30F: 3 clusters Score -749854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1565463.125000 Penalty: 1566.369385
	Iteration 0F: 2 clusters Score -1565463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1554752.625000 Penalty: 3132.738770
	Iteration 0F: 3 clusters Score -1554753 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1558576.125000 Penalty: 3132.738770
	Iteration 1F: 3 clusters Score -1558576 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1558977.375000 Penalty: 3132.738770
	Iteration 2F: 3 clusters Score -1558977 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1559341.000000 Penalty: 3132.738770
	Iteration 3F: 3 clusters Score -1559341 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1559773.625000 Penalty: 3132.738770
	Iteration 4F: 3 clusters Score -1559774 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1560238.500000 Penalty: 3132.738770
	Iteration 5F: 3 clusters Score -1560238 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1560782.625000 Penalty: 3132.738770
	Iteration 6F: 3 clusters Score -1560783 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1561434.250000 Penalty: 3132.738770
	Iteration 7F: 3 clusters Score -1561434 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1562165.625000 Penalty: 3132.738770
	Iteration 8F: 3 clusters Score -1562166 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1562797.000000 Penalty: 3132.738770
	Iteration 9F: 3 clusters Score -1562797 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1563220.000000 Penalty: 3132.738770
	Iteration 10Q: 3 clusters Score -1563220 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1563458.750000 Penalty: 3132.738770
	Iteration 11Q: 3 clusters Score -1563459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1563617.875000 Penalty: 3132.738770
	Iteration 12Q: 3 clusters Score -1563618 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1563713.750000 Penalty: 3132.738770
	Iteration 13Q: 3 clusters Score -1563714 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1563780.875000 Penalty: 3132.738770
	Iteration 14Q: 3 clusters Score -1563781 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1563816.750000 Penalty: 3132.738770
	Iteration 15Q: 3 clusters Score -1563817 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1563848.375000 Penalty: 3132.738770
	Iteration 16Q: 3 clusters Score -1563848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1563860.750000 Penalty: 3132.738770
	Iteration 17Q: 3 clusters Score -1563861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1563882.625000 Penalty: 3132.738770
	Iteration 18Q: 3 clusters Score -1563883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1563898.375000 Penalty: 3132.738770
	Iteration 19Q: 3 clusters Score -1563898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1563908.000000 Penalty: 3132.738770
	Iteration 20F: 3 clusters Score -1563908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1563922.125000 Penalty: 3132.738770
	Iteration 21Q: 3 clusters Score -1563922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1563942.000000 Penalty: 3132.738770
	Iteration 22Q: 3 clusters Score -1563942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1563946.500000 Penalty: 3132.738770
	Iteration 23Q: 3 clusters Score -1563946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1563964.000000 Penalty: 3132.738770
	Iteration 24Q: 3 clusters Score -1563964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1563970.750000 Penalty: 3132.738770
	Iteration 25Q: 3 clusters Score -1563971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1563982.750000 Penalty: 3132.738770
	Iteration 26Q: 3 clusters Score -1563983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1563997.500000 Penalty: 3132.738770
	Iteration 27Q: 3 clusters Score -1563998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1564000.375000 Penalty: 3132.738770
	Iteration 28Q: 3 clusters Score -1564000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1564011.125000 Penalty: 3132.738770
	Iteration 29Q: 3 clusters Score -1564011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1564019.125000 Penalty: 3132.738770
	Iteration 30Q: 3 clusters Score -1564019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1564030.375000 Penalty: 3132.738770
	Iteration 31Q: 3 clusters Score -1564030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1564050.125000 Penalty: 3132.738770
	Iteration 32Q: 3 clusters Score -1564050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1564059.125000 Penalty: 3132.738770
	Iteration 33Q: 3 clusters Score -1564059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1564067.750000 Penalty: 3132.738770
	Iteration 34Q: 3 clusters Score -1564068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1564069.375000 Penalty: 3132.738770
	Iteration 35Q: 3 clusters Score -1564069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1564082.625000 Penalty: 3132.738770
	Iteration 36Q: 3 clusters Score -1564083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1564089.250000 Penalty: 3132.738770
	Iteration 37Q: 3 clusters Score -1564089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1564087.250000 Penalty: 3132.738770
	Iteration 38Q: 3 clusters Score -1564087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1564092.625000 Penalty: 3132.738770
	Iteration 39Q: 3 clusters Score -1564093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1564097.375000 Penalty: 3132.738770
	Iteration 40F: 3 clusters Score -1564097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1564102.250000 Penalty: 3132.738770
	Iteration 41Q: 3 clusters Score -1564102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1564107.750000 Penalty: 3132.738770
	Iteration 42Q: 3 clusters Score -1564108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1564108.125000 Penalty: 3132.738770
	Iteration 43Q: 3 clusters Score -1564108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1564104.375000 Penalty: 3132.738770
	Iteration 44Q: 3 clusters Score -1564104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1564115.250000 Penalty: 3132.738770
	Iteration 45Q: 3 clusters Score -1564115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1564116.625000 Penalty: 3132.738770
	Iteration 46Q: 3 clusters Score -1564117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1564120.000000 Penalty: 3132.738770
	Iteration 47Q: 3 clusters Score -1564120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1564120.250000 Penalty: 3132.738770
	Iteration 48Q: 3 clusters Score -1564120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1564126.500000 Penalty: 3132.738770
	Iteration 49Q: 3 clusters Score -1564126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1564127.750000 Penalty: 3132.738770
	Iteration 50Q: 3 clusters Score -1564128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1564130.625000 Penalty: 3132.738770
	Iteration 51Q: 3 clusters Score -1564131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1564126.625000 Penalty: 3132.738770
	Iteration 52Q: 3 clusters Score -1564127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1564126.750000 Penalty: 3132.738770
	Iteration 53Q: 3 clusters Score -1564127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1564127.875000 Penalty: 3132.738770
	Iteration 54Q: 3 clusters Score -1564128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1564127.125000 Penalty: 3132.738770
	Iteration 55Q: 3 clusters Score -1564127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1564126.875000 Penalty: 3132.738770
	Iteration 56Q: 3 clusters Score -1564127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1564127.000000 Penalty: 3132.738770
	Iteration 57Q: 3 clusters Score -1564127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1564128.750000 Penalty: 3132.738770
	Iteration 58Q: 3 clusters Score -1564129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1564131.500000 Penalty: 3132.738770
	Iteration 59Q: 3 clusters Score -1564132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1564134.000000 Penalty: 3132.738770
	Iteration 60F: 3 clusters Score -1564134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1564133.125000 Penalty: 3132.738770
	Iteration 61Q: 3 clusters Score -1564133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1564129.875000 Penalty: 3132.738770
	Iteration 62Q: 3 clusters Score -1564130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1564130.875000 Penalty: 3132.738770
	Iteration 63Q: 3 clusters Score -1564131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1564130.125000 Penalty: 3132.738770
	Iteration 64Q: 3 clusters Score -1564130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1564130.125000 Penalty: 3132.738770
	Iteration 65F: 3 clusters Score -1564130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -92580.554688 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -92580.55 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 522 members 
Entering Unmasked Estep 
Score: -91121.031250 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -91121.03 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91420.687500 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -91420.69 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -91525.523438 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -91525.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91601.703125 Penalty: 2269.731689
	Iteration 3F: 3 clusters Score -91601.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91635.382812 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -91635.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91668.218750 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -91668.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91703.460938 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -91703.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91730.226562 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -91730.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91759.867188 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -91759.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -91776.460938 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -91776.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -91792.804688 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -91792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91809.523438 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -91809.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -91823.953125 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -91823.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91830.726562 Penalty: 2269.731689
	Iteration 13Q: 3 clusters Score -91830.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91842.453125 Penalty: 2269.731689
	Iteration 14Q: 3 clusters Score -91842.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91848.351562 Penalty: 2269.731689
	Iteration 15Q: 3 clusters Score -91848.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91850.445312 Penalty: 2269.731689
	Iteration 16Q: 3 clusters Score -91850.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -91854.031250 Penalty: 2269.731689
	Iteration 17Q: 3 clusters Score -91854.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91857.312500 Penalty: 2269.731689
	Iteration 18Q: 3 clusters Score -91857.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91859.312500 Penalty: 2269.731689
	Iteration 19Q: 3 clusters Score -91859.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -91862.875000 Penalty: 2269.731689
	Iteration 20F: 3 clusters Score -91862.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -91865.906250 Penalty: 2269.731689
	Iteration 21Q: 3 clusters Score -91865.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91869.929688 Penalty: 2269.731689
	Iteration 22Q: 3 clusters Score -91869.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -91877.914062 Penalty: 2269.731689
	Iteration 23Q: 3 clusters Score -91877.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91883.945312 Penalty: 2269.731689
	Iteration 24Q: 3 clusters Score -91883.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91889.429688 Penalty: 2269.731689
	Iteration 25Q: 3 clusters Score -91889.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91896.609375 Penalty: 2269.731689
	Iteration 26Q: 3 clusters Score -91896.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91900.875000 Penalty: 2269.731689
	Iteration 27Q: 3 clusters Score -91900.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91900.875000 Penalty: 2269.731689
	Iteration 28F: 3 clusters Score -91900.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -280655.125000 Penalty: 1305.047241
	Iteration 0F: 2 clusters Score -280655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -277953.625000 Penalty: 2610.094482
	Iteration 0F: 3 clusters Score -277953.6 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -278816.562500 Penalty: 2610.094482
	Iteration 1F: 3 clusters Score -278816.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -279078.218750 Penalty: 2610.094482
	Iteration 2F: 3 clusters Score -279078.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -279271.687500 Penalty: 2610.094482
	Iteration 3F: 3 clusters Score -279271.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -279453.812500 Penalty: 2610.094482
	Iteration 4Q: 3 clusters Score -279453.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -279587.187500 Penalty: 2610.094482
	Iteration 5Q: 3 clusters Score -279587.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -279706.031250 Penalty: 2610.094482
	Iteration 6Q: 3 clusters Score -279706 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -279811.562500 Penalty: 2610.094482
	Iteration 7Q: 3 clusters Score -279811.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -279888.187500 Penalty: 2610.094482
	Iteration 8Q: 3 clusters Score -279888.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -279993.218750 Penalty: 2610.094482
	Iteration 9Q: 3 clusters Score -279993.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -280075.093750 Penalty: 2610.094482
	Iteration 10Q: 3 clusters Score -280075.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -280219.218750 Penalty: 2610.094482
	Iteration 11Q: 3 clusters Score -280219.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -280275.625000 Penalty: 2610.094482
	Iteration 12Q: 3 clusters Score -280275.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280323.562500 Penalty: 2610.094482
	Iteration 13Q: 3 clusters Score -280323.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -280360.562500 Penalty: 2610.094482
	Iteration 14Q: 3 clusters Score -280360.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280394.437500 Penalty: 2610.094482
	Iteration 15Q: 3 clusters Score -280394.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -280416.156250 Penalty: 2610.094482
	Iteration 16Q: 3 clusters Score -280416.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -280432.531250 Penalty: 2610.094482
	Iteration 17Q: 3 clusters Score -280432.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -280439.531250 Penalty: 2610.094482
	Iteration 18Q: 3 clusters Score -280439.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -280449.125000 Penalty: 2610.094482
	Iteration 19Q: 3 clusters Score -280449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -280459.781250 Penalty: 2610.094482
	Iteration 20F: 3 clusters Score -280459.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -280469.093750 Penalty: 2610.094482
	Iteration 21Q: 3 clusters Score -280469.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -280479.343750 Penalty: 2610.094482
	Iteration 22Q: 3 clusters Score -280479.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -280492.062500 Penalty: 2610.094482
	Iteration 23Q: 3 clusters Score -280492.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -280509.375000 Penalty: 2610.094482
	Iteration 24Q: 3 clusters Score -280509.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -280534.375000 Penalty: 2610.094482
	Iteration 25Q: 3 clusters Score -280534.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -280557.343750 Penalty: 2610.094482
	Iteration 26Q: 3 clusters Score -280557.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -280581.562500 Penalty: 2610.094482
	Iteration 27Q: 3 clusters Score -280581.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -280603.062500 Penalty: 2610.094482
	Iteration 28Q: 3 clusters Score -280603.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -280627.687500 Penalty: 2610.094482
	Iteration 29Q: 3 clusters Score -280627.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -280639.750000 Penalty: 2610.094482
	Iteration 30Q: 3 clusters Score -280639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -280648.875000 Penalty: 2610.094482
	Iteration 31Q: 3 clusters Score -280648.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -280658.843750 Penalty: 2610.094482
	Iteration 32Q: 3 clusters Score -280658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -280665.218750 Penalty: 2610.094482
	Iteration 33Q: 3 clusters Score -280665.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -280670.718750 Penalty: 2610.094482
	Iteration 34Q: 3 clusters Score -280670.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -280677.281250 Penalty: 2610.094482
	Iteration 35Q: 3 clusters Score -280677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -280690.750000 Penalty: 2610.094482
	Iteration 36Q: 3 clusters Score -280690.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -280713.968750 Penalty: 2610.094482
	Iteration 37Q: 3 clusters Score -280714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -280733.375000 Penalty: 2610.094482
	Iteration 38Q: 3 clusters Score -280733.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -280752.312500 Penalty: 2610.094482
	Iteration 39Q: 3 clusters Score -280752.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -280762.750000 Penalty: 2610.094482
	Iteration 40F: 3 clusters Score -280762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -280770.468750 Penalty: 2610.094482
	Iteration 41Q: 3 clusters Score -280770.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -280777.218750 Penalty: 2610.094482
	Iteration 42Q: 3 clusters Score -280777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -280779.687500 Penalty: 2610.094482
	Iteration 43Q: 3 clusters Score -280779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -280782.062500 Penalty: 2610.094482
	Iteration 44Q: 3 clusters Score -280782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -280782.875000 Penalty: 2610.094482
	Iteration 45Q: 3 clusters Score -280782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -280782.875000 Penalty: 2610.094482
	Iteration 46F: 3 clusters Score -280782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 817 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 2258 members 
Entering Unmasked Estep 
Score: -154066880.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067760.000000 to -154066880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -1581664.125000 Penalty: 1567.340210
	Iteration 0F: 2 clusters Score -1581664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1570958.250000 Penalty: 3134.680420
	Iteration 0F: 3 clusters Score -1570958 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1574682.875000 Penalty: 3134.680420
	Iteration 1F: 3 clusters Score -1574683 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1575014.000000 Penalty: 3134.680420
	Iteration 2F: 3 clusters Score -1575014 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1575343.750000 Penalty: 3134.680420
	Iteration 3Q: 3 clusters Score -1575344 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1575680.875000 Penalty: 3134.680420
	Iteration 4Q: 3 clusters Score -1575681 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1576012.500000 Penalty: 3134.680420
	Iteration 5Q: 3 clusters Score -1576012 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1576340.375000 Penalty: 3134.680420
	Iteration 6Q: 3 clusters Score -1576340 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1576686.125000 Penalty: 3134.680420
	Iteration 7Q: 3 clusters Score -1576686 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1577060.750000 Penalty: 3134.680420
	Iteration 8Q: 3 clusters Score -1577061 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1577399.375000 Penalty: 3134.680420
	Iteration 9Q: 3 clusters Score -1577399 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1577749.125000 Penalty: 3134.680420
	Iteration 10Q: 3 clusters Score -1577749 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1578093.000000 Penalty: 3134.680420
	Iteration 11Q: 3 clusters Score -1578093 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1578426.875000 Penalty: 3134.680420
	Iteration 12Q: 3 clusters Score -1578427 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1578692.750000 Penalty: 3134.680420
	Iteration 13Q: 3 clusters Score -1578693 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1578919.375000 Penalty: 3134.680420
	Iteration 14Q: 3 clusters Score -1578919 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1579090.125000 Penalty: 3134.680420
	Iteration 15Q: 3 clusters Score -1579090 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1579236.500000 Penalty: 3134.680420
	Iteration 16Q: 3 clusters Score -1579236 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1579373.875000 Penalty: 3134.680420
	Iteration 17Q: 3 clusters Score -1579374 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1579485.250000 Penalty: 3134.680420
	Iteration 18Q: 3 clusters Score -1579485 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1579568.000000 Penalty: 3134.680420
	Iteration 19Q: 3 clusters Score -1579568 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1579651.000000 Penalty: 3134.680420
	Iteration 20F: 3 clusters Score -1579651 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1579743.250000 Penalty: 3134.680420
	Iteration 21Q: 3 clusters Score -1579743 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1579837.875000 Penalty: 3134.680420
	Iteration 22Q: 3 clusters Score -1579838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1579918.375000 Penalty: 3134.680420
	Iteration 23Q: 3 clusters Score -1579918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1579984.750000 Penalty: 3134.680420
	Iteration 24Q: 3 clusters Score -1579985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1580053.750000 Penalty: 3134.680420
	Iteration 25Q: 3 clusters Score -1580054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1580106.625000 Penalty: 3134.680420
	Iteration 26Q: 3 clusters Score -1580107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1580146.625000 Penalty: 3134.680420
	Iteration 27Q: 3 clusters Score -1580147 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1580175.000000 Penalty: 3134.680420
	Iteration 28Q: 3 clusters Score -1580175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1580198.625000 Penalty: 3134.680420
	Iteration 29Q: 3 clusters Score -1580199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1580226.625000 Penalty: 3134.680420
	Iteration 30Q: 3 clusters Score -1580227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1580256.250000 Penalty: 3134.680420
	Iteration 31Q: 3 clusters Score -1580256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1580282.750000 Penalty: 3134.680420
	Iteration 32Q: 3 clusters Score -1580283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1580304.250000 Penalty: 3134.680420
	Iteration 33Q: 3 clusters Score -1580304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1580326.250000 Penalty: 3134.680420
	Iteration 34Q: 3 clusters Score -1580326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1580340.125000 Penalty: 3134.680420
	Iteration 35Q: 3 clusters Score -1580340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1580350.375000 Penalty: 3134.680420
	Iteration 36Q: 3 clusters Score -1580350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1580366.125000 Penalty: 3134.680420
	Iteration 37Q: 3 clusters Score -1580366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1580371.000000 Penalty: 3134.680420
	Iteration 38Q: 3 clusters Score -1580371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1580376.875000 Penalty: 3134.680420
	Iteration 39Q: 3 clusters Score -1580377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1580386.000000 Penalty: 3134.680420
	Iteration 40F: 3 clusters Score -1580386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1580393.625000 Penalty: 3134.680420
	Iteration 41Q: 3 clusters Score -1580394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1580399.500000 Penalty: 3134.680420
	Iteration 42Q: 3 clusters Score -1580400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1580406.750000 Penalty: 3134.680420
	Iteration 43Q: 3 clusters Score -1580407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1580409.750000 Penalty: 3134.680420
	Iteration 44Q: 3 clusters Score -1580410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1580418.125000 Penalty: 3134.680420
	Iteration 45Q: 3 clusters Score -1580418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1580426.625000 Penalty: 3134.680420
	Iteration 46Q: 3 clusters Score -1580427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1580431.875000 Penalty: 3134.680420
	Iteration 47Q: 3 clusters Score -1580432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1580440.750000 Penalty: 3134.680420
	Iteration 48Q: 3 clusters Score -1580441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1580453.375000 Penalty: 3134.680420
	Iteration 49Q: 3 clusters Score -1580453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1580467.500000 Penalty: 3134.680420
	Iteration 50Q: 3 clusters Score -1580468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1580470.250000 Penalty: 3134.680420
	Iteration 51Q: 3 clusters Score -1580470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1580481.375000 Penalty: 3134.680420
	Iteration 52Q: 3 clusters Score -1580481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1580480.500000 Penalty: 3134.680420
	Iteration 53Q: 3 clusters Score -1580480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1580487.250000 Penalty: 3134.680420
	Iteration 54Q: 3 clusters Score -1580487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1580489.500000 Penalty: 3134.680420
	Iteration 55Q: 3 clusters Score -1580490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1580495.875000 Penalty: 3134.680420
	Iteration 56Q: 3 clusters Score -1580496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1580497.250000 Penalty: 3134.680420
	Iteration 57Q: 3 clusters Score -1580497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1580499.250000 Penalty: 3134.680420
	Iteration 58Q: 3 clusters Score -1580499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1580504.750000 Penalty: 3134.680420
	Iteration 59Q: 3 clusters Score -1580505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1580504.625000 Penalty: 3134.680420
	Iteration 60F: 3 clusters Score -1580505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1580505.125000 Penalty: 3134.680420
	Iteration 61Q: 3 clusters Score -1580505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1580504.500000 Penalty: 3134.680420
	Iteration 62Q: 3 clusters Score -1580504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1580506.625000 Penalty: 3134.680420
	Iteration 63Q: 3 clusters Score -1580507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1580507.750000 Penalty: 3134.680420
	Iteration 64Q: 3 clusters Score -1580508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1580508.500000 Penalty: 3134.680420
	Iteration 65Q: 3 clusters Score -1580508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1580508.500000 Penalty: 3134.680420
	Iteration 66F: 3 clusters Score -1580508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Entering Unmasked Estep 
Score: -1061878.625000 Penalty: 1501.609863
	Iteration 0F: 2 clusters Score -1061879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1054432.000000 Penalty: 3003.219727
	Iteration 0F: 3 clusters Score -1054432 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1056897.125000 Penalty: 3003.219727
	Iteration 1F: 3 clusters Score -1056897 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1057260.250000 Penalty: 3003.219727
	Iteration 2F: 3 clusters Score -1057260 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1057645.375000 Penalty: 3003.219727
	Iteration 3F: 3 clusters Score -1057645 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1058089.625000 Penalty: 3003.219727
	Iteration 4F: 3 clusters Score -1058090 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1058612.250000 Penalty: 3003.219727
	Iteration 5F: 3 clusters Score -1058612 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1059075.625000 Penalty: 3003.219727
	Iteration 6F: 3 clusters Score -1059076 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1059506.375000 Penalty: 3003.219727
	Iteration 7Q: 3 clusters Score -1059506 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1059876.250000 Penalty: 3003.219727
	Iteration 8Q: 3 clusters Score -1059876 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1060181.625000 Penalty: 3003.219727
	Iteration 9Q: 3 clusters Score -1060182 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1060424.750000 Penalty: 3003.219727
	Iteration 10Q: 3 clusters Score -1060425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1060585.250000 Penalty: 3003.219727
	Iteration 11Q: 3 clusters Score -1060585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1060691.375000 Penalty: 3003.219727
	Iteration 12Q: 3 clusters Score -1060691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1060723.500000 Penalty: 3003.219727
	Iteration 13Q: 3 clusters Score -1060724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1060735.875000 Penalty: 3003.219727
	Iteration 14Q: 3 clusters Score -1060736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1060742.250000 Penalty: 3003.219727
	Iteration 15Q: 3 clusters Score -1060742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1060748.875000 Penalty: 3003.219727
	Iteration 16Q: 3 clusters Score -1060749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060753.000000 Penalty: 3003.219727
	Iteration 17Q: 3 clusters Score -1060753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1060757.375000 Penalty: 3003.219727
	Iteration 18Q: 3 clusters Score -1060757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1060759.625000 Penalty: 3003.219727
	Iteration 19Q: 3 clusters Score -1060760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1060761.000000 Penalty: 3003.219727
	Iteration 20F: 3 clusters Score -1060761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1060764.125000 Penalty: 3003.219727
	Iteration 21Q: 3 clusters Score -1060764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060764.375000 Penalty: 3003.219727
	Iteration 22Q: 3 clusters Score -1060764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060765.000000 Penalty: 3003.219727
	Iteration 23Q: 3 clusters Score -1060765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060766.250000 Penalty: 3003.219727
	Iteration 24Q: 3 clusters Score -1060766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060766.625000 Penalty: 3003.219727
	Iteration 25Q: 3 clusters Score -1060767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060766.625000 Penalty: 3003.219727
	Iteration 26F: 3 clusters Score -1060767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192172 members 
Entering Unmasked Estep 
Score: -20007926.000000 Penalty: 1976.998779
	Iteration 0F: 2 clusters Score -2.000793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -19886626.000000 Penalty: 3953.997559
	Iteration 0F: 3 clusters Score -1.988663e+07 nChanged 92956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -19942958.000000 Penalty: 3953.997559
	Iteration 1F: 3 clusters Score -1.994296e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -19945306.000000 Penalty: 3953.997559
	Iteration 2Q: 3 clusters Score -1.994531e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -19949034.000000 Penalty: 3953.997559
	Iteration 3Q: 3 clusters Score -1.994903e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -19954534.000000 Penalty: 3953.997559
	Iteration 4F: 3 clusters Score -1.995453e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136840 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -19963026.000000 Penalty: 3953.997559
	Iteration 5F: 3 clusters Score -1.996303e+07 nChanged 15385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152023 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -19975372.000000 Penalty: 3953.997559
	Iteration 6F: 3 clusters Score -1.997537e+07 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -19987672.000000 Penalty: 3953.997559
	Iteration 7F: 3 clusters Score -1.998767e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180585 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -19997560.000000 Penalty: 3953.997559
	Iteration 8F: 3 clusters Score -1.999756e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187913 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -20003252.000000 Penalty: 3953.997559
	Iteration 9Q: 3 clusters Score -2.000325e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190707 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20005376.000000 Penalty: 3953.997559
	Iteration 10Q: 3 clusters Score -2.000538e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191455 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20006198.000000 Penalty: 3953.997559
	Iteration 11Q: 3 clusters Score -2.00062e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20006568.000000 Penalty: 3953.997559
	Iteration 12Q: 3 clusters Score -2.000657e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -20006690.000000 Penalty: 3953.997559
	Iteration 13Q: 3 clusters Score -2.000669e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20006746.000000 Penalty: 3953.997559
	Iteration 14Q: 3 clusters Score -2.000675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20006784.000000 Penalty: 3953.997559
	Iteration 15Q: 3 clusters Score -2.000678e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20006800.000000 Penalty: 3953.997559
	Iteration 16Q: 3 clusters Score -2.00068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20006816.000000 Penalty: 3953.997559
	Iteration 17Q: 3 clusters Score -2.000682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20006840.000000 Penalty: 3953.997559
	Iteration 18Q: 3 clusters Score -2.000684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191583 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20006856.000000 Penalty: 3953.997559
	Iteration 19Q: 3 clusters Score -2.000686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191579 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20006868.000000 Penalty: 3953.997559
	Iteration 20F: 3 clusters Score -2.000687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191574 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -20006860.000000 Penalty: 3953.997559
	Iteration 21Q: 3 clusters Score -2.000686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20006868.000000 Penalty: 3953.997559
	Iteration 22Q: 3 clusters Score -2.000687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20006872.000000 Penalty: 3953.997559
	Iteration 23Q: 3 clusters Score -2.000687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20006876.000000 Penalty: 3953.997559
	Iteration 24Q: 3 clusters Score -2.000688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20006882.000000 Penalty: 3953.997559
	Iteration 25Q: 3 clusters Score -2.000688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20006886.000000 Penalty: 3953.997559
	Iteration 26Q: 3 clusters Score -2.000689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20006896.000000 Penalty: 3953.997559
	Iteration 27Q: 3 clusters Score -2.00069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191570 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20006894.000000 Penalty: 3953.997559
	Iteration 28Q: 3 clusters Score -2.000689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20006896.000000 Penalty: 3953.997559
	Iteration 29Q: 3 clusters Score -2.00069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191576 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20006894.000000 Penalty: 3953.997559
	Iteration 30Q: 3 clusters Score -2.000689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20006890.000000 Penalty: 3953.997559
	Iteration 31Q: 3 clusters Score -2.000689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20006888.000000 Penalty: 3953.997559
	Iteration 32Q: 3 clusters Score -2.000689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20006888.000000 Penalty: 3953.997559
	Iteration 33F: 3 clusters Score -2.000689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Entering Unmasked Estep 
Score: -2870931.750000 Penalty: 1675.750977
	Iteration 0F: 2 clusters Score -2870932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2850660.500000 Penalty: 3351.501953
	Iteration 0F: 3 clusters Score -2850660 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2859087.250000 Penalty: 3351.501953
	Iteration 1F: 3 clusters Score -2859087 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2860242.250000 Penalty: 3351.501953
	Iteration 2F: 3 clusters Score -2860242 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2861574.250000 Penalty: 3351.501953
	Iteration 3F: 3 clusters Score -2861574 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2862869.000000 Penalty: 3351.501953
	Iteration 4F: 3 clusters Score -2862869 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2863966.500000 Penalty: 3351.501953
	Iteration 5F: 3 clusters Score -2863966 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2864849.500000 Penalty: 3351.501953
	Iteration 6F: 3 clusters Score -2864850 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2865513.750000 Penalty: 3351.501953
	Iteration 7Q: 3 clusters Score -2865514 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2866046.000000 Penalty: 3351.501953
	Iteration 8Q: 3 clusters Score -2866046 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2866478.750000 Penalty: 3351.501953
	Iteration 9Q: 3 clusters Score -2866479 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2866909.750000 Penalty: 3351.501953
	Iteration 10Q: 3 clusters Score -2866910 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2867345.500000 Penalty: 3351.501953
	Iteration 11Q: 3 clusters Score -2867346 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2867695.750000 Penalty: 3351.501953
	Iteration 12Q: 3 clusters Score -2867696 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2867996.500000 Penalty: 3351.501953
	Iteration 13Q: 3 clusters Score -2867996 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2868264.500000 Penalty: 3351.501953
	Iteration 14Q: 3 clusters Score -2868264 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2868543.750000 Penalty: 3351.501953
	Iteration 15Q: 3 clusters Score -2868544 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2868787.500000 Penalty: 3351.501953
	Iteration 16Q: 3 clusters Score -2868788 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2868992.250000 Penalty: 3351.501953
	Iteration 17Q: 3 clusters Score -2868992 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2869214.000000 Penalty: 3351.501953
	Iteration 18Q: 3 clusters Score -2869214 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2869393.500000 Penalty: 3351.501953
	Iteration 19Q: 3 clusters Score -2869394 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2869552.250000 Penalty: 3351.501953
	Iteration 20F: 3 clusters Score -2869552 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2869696.750000 Penalty: 3351.501953
	Iteration 21Q: 3 clusters Score -2869697 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2869825.750000 Penalty: 3351.501953
	Iteration 22Q: 3 clusters Score -2869826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2869930.000000 Penalty: 3351.501953
	Iteration 23Q: 3 clusters Score -2869930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2870021.000000 Penalty: 3351.501953
	Iteration 24Q: 3 clusters Score -2870021 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2870080.250000 Penalty: 3351.501953
	Iteration 25Q: 3 clusters Score -2870080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2870141.000000 Penalty: 3351.501953
	Iteration 26Q: 3 clusters Score -2870141 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2870165.250000 Penalty: 3351.501953
	Iteration 27Q: 3 clusters Score -2870165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2870210.500000 Penalty: 3351.501953
	Iteration 28Q: 3 clusters Score -2870210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2870256.000000 Penalty: 3351.501953
	Iteration 29Q: 3 clusters Score -2870256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2870281.250000 Penalty: 3351.501953
	Iteration 30Q: 3 clusters Score -2870281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2870309.750000 Penalty: 3351.501953
	Iteration 31Q: 3 clusters Score -2870310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2870331.250000 Penalty: 3351.501953
	Iteration 32Q: 3 clusters Score -2870331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2870353.000000 Penalty: 3351.501953
	Iteration 33Q: 3 clusters Score -2870353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2870371.000000 Penalty: 3351.501953
	Iteration 34Q: 3 clusters Score -2870371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2870376.250000 Penalty: 3351.501953
	Iteration 35Q: 3 clusters Score -2870376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2870383.750000 Penalty: 3351.501953
	Iteration 36Q: 3 clusters Score -2870384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2870389.500000 Penalty: 3351.501953
	Iteration 37Q: 3 clusters Score -2870390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2870409.000000 Penalty: 3351.501953
	Iteration 38Q: 3 clusters Score -2870409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2870413.750000 Penalty: 3351.501953
	Iteration 39Q: 3 clusters Score -2870414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2870427.250000 Penalty: 3351.501953
	Iteration 40F: 3 clusters Score -2870427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2870431.750000 Penalty: 3351.501953
	Iteration 41Q: 3 clusters Score -2870432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2870434.500000 Penalty: 3351.501953
	Iteration 42Q: 3 clusters Score -2870434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2870437.500000 Penalty: 3351.501953
	Iteration 43Q: 3 clusters Score -2870438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2870438.000000 Penalty: 3351.501953
	Iteration 44Q: 3 clusters Score -2870438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2870444.500000 Penalty: 3351.501953
	Iteration 45Q: 3 clusters Score -2870444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2870442.250000 Penalty: 3351.501953
	Iteration 46Q: 3 clusters Score -2870442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2870441.500000 Penalty: 3351.501953
	Iteration 47Q: 3 clusters Score -2870442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2870439.750000 Penalty: 3351.501953
	Iteration 48Q: 3 clusters Score -2870440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2870439.750000 Penalty: 3351.501953
	Iteration 49Q: 3 clusters Score -2870440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2870439.750000 Penalty: 3351.501953
	Iteration 50Q: 3 clusters Score -2870440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2870439.500000 Penalty: 3351.501953
	Iteration 51Q: 3 clusters Score -2870440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2870439.250000 Penalty: 3351.501953
	Iteration 52Q: 3 clusters Score -2870439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2870442.000000 Penalty: 3351.501953
	Iteration 53Q: 3 clusters Score -2870442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2870440.250000 Penalty: 3351.501953
	Iteration 54Q: 3 clusters Score -2870440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2870442.500000 Penalty: 3351.501953
	Iteration 55Q: 3 clusters Score -2870442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2870442.750000 Penalty: 3351.501953
	Iteration 56Q: 3 clusters Score -2870443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2870442.500000 Penalty: 3351.501953
	Iteration 57Q: 3 clusters Score -2870442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2870439.750000 Penalty: 3351.501953
	Iteration 58Q: 3 clusters Score -2870440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2870439.250000 Penalty: 3351.501953
	Iteration 59Q: 3 clusters Score -2870439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2870439.250000 Penalty: 3351.501953
	Iteration 60F: 3 clusters Score -2870439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -537120.875000 Penalty: 1403.270264
	Iteration 0F: 2 clusters Score -537120.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -532756.187500 Penalty: 2806.540527
	Iteration 0F: 3 clusters Score -532756.2 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -534250.312500 Penalty: 2806.540527
	Iteration 1F: 3 clusters Score -534250.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -534563.625000 Penalty: 2806.540527
	Iteration 2F: 3 clusters Score -534563.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -534863.437500 Penalty: 2806.540527
	Iteration 3F: 3 clusters Score -534863.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -535148.312500 Penalty: 2806.540527
	Iteration 4F: 3 clusters Score -535148.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -535396.625000 Penalty: 2806.540527
	Iteration 5F: 3 clusters Score -535396.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -535631.625000 Penalty: 2806.540527
	Iteration 6F: 3 clusters Score -535631.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -535826.187500 Penalty: 2806.540527
	Iteration 7Q: 3 clusters Score -535826.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -535981.062500 Penalty: 2806.540527
	Iteration 8Q: 3 clusters Score -535981.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -536070.375000 Penalty: 2806.540527
	Iteration 9Q: 3 clusters Score -536070.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -536124.250000 Penalty: 2806.540527
	Iteration 10Q: 3 clusters Score -536124.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -536166.125000 Penalty: 2806.540527
	Iteration 11Q: 3 clusters Score -536166.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -536193.125000 Penalty: 2806.540527
	Iteration 12Q: 3 clusters Score -536193.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -536205.062500 Penalty: 2806.540527
	Iteration 13Q: 3 clusters Score -536205.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -536216.125000 Penalty: 2806.540527
	Iteration 14Q: 3 clusters Score -536216.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -536224.375000 Penalty: 2806.540527
	Iteration 15Q: 3 clusters Score -536224.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -536232.187500 Penalty: 2806.540527
	Iteration 16Q: 3 clusters Score -536232.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -536238.687500 Penalty: 2806.540527
	Iteration 17Q: 3 clusters Score -536238.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -536243.750000 Penalty: 2806.540527
	Iteration 18Q: 3 clusters Score -536243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -536249.250000 Penalty: 2806.540527
	Iteration 19Q: 3 clusters Score -536249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -536252.062500 Penalty: 2806.540527
	Iteration 20F: 3 clusters Score -536252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -536252.812500 Penalty: 2806.540527
	Iteration 21Q: 3 clusters Score -536252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -536253.562500 Penalty: 2806.540527
	Iteration 22Q: 3 clusters Score -536253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -536254.937500 Penalty: 2806.540527
	Iteration 23Q: 3 clusters Score -536254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -536255.312500 Penalty: 2806.540527
	Iteration 24Q: 3 clusters Score -536255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -536255.625000 Penalty: 2806.540527
	Iteration 25Q: 3 clusters Score -536255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -536256.125000 Penalty: 2806.540527
	Iteration 26Q: 3 clusters Score -536256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -536257.687500 Penalty: 2806.540527
	Iteration 27Q: 3 clusters Score -536257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -536260.125000 Penalty: 2806.540527
	Iteration 28Q: 3 clusters Score -536260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -536259.875000 Penalty: 2806.540527
	Iteration 29Q: 3 clusters Score -536259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -536263.750000 Penalty: 2806.540527
	Iteration 30Q: 3 clusters Score -536263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -536265.500000 Penalty: 2806.540527
	Iteration 31Q: 3 clusters Score -536265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -536268.312500 Penalty: 2806.540527
	Iteration 32Q: 3 clusters Score -536268.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -536271.062500 Penalty: 2806.540527
	Iteration 33Q: 3 clusters Score -536271.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -536274.062500 Penalty: 2806.540527
	Iteration 34Q: 3 clusters Score -536274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -536277.187500 Penalty: 2806.540527
	Iteration 35Q: 3 clusters Score -536277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -536280.875000 Penalty: 2806.540527
	Iteration 36Q: 3 clusters Score -536280.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -536285.562500 Penalty: 2806.540527
	Iteration 37Q: 3 clusters Score -536285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -536290.437500 Penalty: 2806.540527
	Iteration 38Q: 3 clusters Score -536290.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -536296.937500 Penalty: 2806.540527
	Iteration 39Q: 3 clusters Score -536296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -536303.375000 Penalty: 2806.540527
	Iteration 40F: 3 clusters Score -536303.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -536310.312500 Penalty: 2806.540527
	Iteration 41Q: 3 clusters Score -536310.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -536314.250000 Penalty: 2806.540527
	Iteration 42Q: 3 clusters Score -536314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -536317.625000 Penalty: 2806.540527
	Iteration 43Q: 3 clusters Score -536317.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -536320.250000 Penalty: 2806.540527
	Iteration 44Q: 3 clusters Score -536320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -536323.375000 Penalty: 2806.540527
	Iteration 45Q: 3 clusters Score -536323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -536327.937500 Penalty: 2806.540527
	Iteration 46Q: 3 clusters Score -536327.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -536333.062500 Penalty: 2806.540527
	Iteration 47Q: 3 clusters Score -536333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -536341.875000 Penalty: 2806.540527
	Iteration 48Q: 3 clusters Score -536341.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -536348.000000 Penalty: 2806.540527
	Iteration 49Q: 3 clusters Score -536348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -536350.312500 Penalty: 2806.540527
	Iteration 50Q: 3 clusters Score -536350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -536352.500000 Penalty: 2806.540527
	Iteration 51Q: 3 clusters Score -536352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -536353.687500 Penalty: 2806.540527
	Iteration 52Q: 3 clusters Score -536353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -536355.000000 Penalty: 2806.540527
	Iteration 53Q: 3 clusters Score -536355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -536356.250000 Penalty: 2806.540527
	Iteration 54Q: 3 clusters Score -536356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -536357.687500 Penalty: 2806.540527
	Iteration 55Q: 3 clusters Score -536357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -536360.875000 Penalty: 2806.540527
	Iteration 56Q: 3 clusters Score -536360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -536362.437500 Penalty: 2806.540527
	Iteration 57Q: 3 clusters Score -536362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -536365.062500 Penalty: 2806.540527
	Iteration 58Q: 3 clusters Score -536365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -536366.812500 Penalty: 2806.540527
	Iteration 59Q: 3 clusters Score -536366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -536371.250000 Penalty: 2806.540527
	Iteration 60F: 3 clusters Score -536371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -536372.250000 Penalty: 2806.540527
	Iteration 61Q: 3 clusters Score -536372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -536373.437500 Penalty: 2806.540527
	Iteration 62Q: 3 clusters Score -536373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -536374.687500 Penalty: 2806.540527
	Iteration 63Q: 3 clusters Score -536374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -536374.687500 Penalty: 2806.540527
	Iteration 64F: 3 clusters Score -536374.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Entering Unmasked Estep 
Score: -3104788.500000 Penalty: 1674.765381
	Iteration 0F: 2 clusters Score -3104788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3084691.750000 Penalty: 3349.530762
	Iteration 0F: 3 clusters Score -3084692 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3092245.000000 Penalty: 3349.530762
	Iteration 1F: 3 clusters Score -3092245 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3092838.250000 Penalty: 3349.530762
	Iteration 2F: 3 clusters Score -3092838 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3093619.750000 Penalty: 3349.530762
	Iteration 3F: 3 clusters Score -3093620 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3094602.250000 Penalty: 3349.530762
	Iteration 4F: 3 clusters Score -3094602 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3096020.250000 Penalty: 3349.530762
	Iteration 5F: 3 clusters Score -3096020 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3097665.750000 Penalty: 3349.530762
	Iteration 6F: 3 clusters Score -3097666 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3099422.250000 Penalty: 3349.530762
	Iteration 7F: 3 clusters Score -3099422 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3100872.000000 Penalty: 3349.530762
	Iteration 8F: 3 clusters Score -3100872 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3101898.750000 Penalty: 3349.530762
	Iteration 9Q: 3 clusters Score -3101899 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3102494.250000 Penalty: 3349.530762
	Iteration 10Q: 3 clusters Score -3102494 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3102815.750000 Penalty: 3349.530762
	Iteration 11Q: 3 clusters Score -3102816 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3102985.500000 Penalty: 3349.530762
	Iteration 12Q: 3 clusters Score -3102986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3103093.000000 Penalty: 3349.530762
	Iteration 13Q: 3 clusters Score -3103093 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3103184.000000 Penalty: 3349.530762
	Iteration 14Q: 3 clusters Score -3103184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3103228.500000 Penalty: 3349.530762
	Iteration 15Q: 3 clusters Score -3103228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3103257.250000 Penalty: 3349.530762
	Iteration 16Q: 3 clusters Score -3103257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3103282.000000 Penalty: 3349.530762
	Iteration 17Q: 3 clusters Score -3103282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3103292.500000 Penalty: 3349.530762
	Iteration 18Q: 3 clusters Score -3103292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3103306.000000 Penalty: 3349.530762
	Iteration 19Q: 3 clusters Score -3103306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3103313.250000 Penalty: 3349.530762
	Iteration 20F: 3 clusters Score -3103313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3103314.250000 Penalty: 3349.530762
	Iteration 21Q: 3 clusters Score -3103314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3103327.250000 Penalty: 3349.530762
	Iteration 22Q: 3 clusters Score -3103327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3103333.250000 Penalty: 3349.530762
	Iteration 23Q: 3 clusters Score -3103333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3103337.500000 Penalty: 3349.530762
	Iteration 24Q: 3 clusters Score -3103338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3103343.500000 Penalty: 3349.530762
	Iteration 25Q: 3 clusters Score -3103344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3103345.250000 Penalty: 3349.530762
	Iteration 26Q: 3 clusters Score -3103345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3103357.250000 Penalty: 3349.530762
	Iteration 27Q: 3 clusters Score -3103357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3103356.750000 Penalty: 3349.530762
	Iteration 28Q: 3 clusters Score -3103357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3103358.500000 Penalty: 3349.530762
	Iteration 29Q: 3 clusters Score -3103358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3103359.000000 Penalty: 3349.530762
	Iteration 30Q: 3 clusters Score -3103359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3103360.250000 Penalty: 3349.530762
	Iteration 31Q: 3 clusters Score -3103360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3103360.250000 Penalty: 3349.530762
	Iteration 32F: 3 clusters Score -3103360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Entering Unmasked Estep 
Score: -3930819.750000 Penalty: 1712.867920
	Iteration 0F: 2 clusters Score -3930820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3905416.250000 Penalty: 3425.735840
	Iteration 0F: 3 clusters Score -3905416 nChanged 17521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3915112.000000 Penalty: 3425.735840
	Iteration 1F: 3 clusters Score -3915112 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3915565.500000 Penalty: 3425.735840
	Iteration 2Q: 3 clusters Score -3915566 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3916106.750000 Penalty: 3425.735840
	Iteration 3Q: 3 clusters Score -3916107 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3916822.000000 Penalty: 3425.735840
	Iteration 4Q: 3 clusters Score -3916822 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3917901.500000 Penalty: 3425.735840
	Iteration 5F: 3 clusters Score -3917902 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3919420.000000 Penalty: 3425.735840
	Iteration 6F: 3 clusters Score -3919420 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3921515.250000 Penalty: 3425.735840
	Iteration 7F: 3 clusters Score -3921515 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3923604.250000 Penalty: 3425.735840
	Iteration 8F: 3 clusters Score -3923604 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3925194.500000 Penalty: 3425.735840
	Iteration 9F: 3 clusters Score -3925194 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3926100.250000 Penalty: 3425.735840
	Iteration 10Q: 3 clusters Score -3926100 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3926582.500000 Penalty: 3425.735840
	Iteration 11Q: 3 clusters Score -3926582 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3926936.500000 Penalty: 3425.735840
	Iteration 12Q: 3 clusters Score -3926936 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3927248.500000 Penalty: 3425.735840
	Iteration 13Q: 3 clusters Score -3927248 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3927539.000000 Penalty: 3425.735840
	Iteration 14Q: 3 clusters Score -3927539 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3927846.250000 Penalty: 3425.735840
	Iteration 15Q: 3 clusters Score -3927846 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3928048.250000 Penalty: 3425.735840
	Iteration 16Q: 3 clusters Score -3928048 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3928263.000000 Penalty: 3425.735840
	Iteration 17Q: 3 clusters Score -3928263 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3928431.250000 Penalty: 3425.735840
	Iteration 18Q: 3 clusters Score -3928431 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3928564.750000 Penalty: 3425.735840
	Iteration 19Q: 3 clusters Score -3928565 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3928693.000000 Penalty: 3425.735840
	Iteration 20F: 3 clusters Score -3928693 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3928785.500000 Penalty: 3425.735840
	Iteration 21Q: 3 clusters Score -3928786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3928853.000000 Penalty: 3425.735840
	Iteration 22Q: 3 clusters Score -3928853 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3928929.000000 Penalty: 3425.735840
	Iteration 23Q: 3 clusters Score -3928929 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -3928992.000000 Penalty: 3425.735840
	Iteration 24Q: 3 clusters Score -3928992 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3929033.250000 Penalty: 3425.735840
	Iteration 25Q: 3 clusters Score -3929033 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -3929075.000000 Penalty: 3425.735840
	Iteration 26Q: 3 clusters Score -3929075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -3929099.250000 Penalty: 3425.735840
	Iteration 27Q: 3 clusters Score -3929099 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -3929118.500000 Penalty: 3425.735840
	Iteration 28Q: 3 clusters Score -3929118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -3929136.250000 Penalty: 3425.735840
	Iteration 29Q: 3 clusters Score -3929136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3929158.250000 Penalty: 3425.735840
	Iteration 30Q: 3 clusters Score -3929158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -3929155.000000 Penalty: 3425.735840
	Iteration 31Q: 3 clusters Score -3929155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -3929179.000000 Penalty: 3425.735840
	Iteration 32Q: 3 clusters Score -3929179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -3929190.000000 Penalty: 3425.735840
	Iteration 33Q: 3 clusters Score -3929190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3929194.000000 Penalty: 3425.735840
	Iteration 34Q: 3 clusters Score -3929194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -3929205.500000 Penalty: 3425.735840
	Iteration 35Q: 3 clusters Score -3929206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -3929209.250000 Penalty: 3425.735840
	Iteration 36Q: 3 clusters Score -3929209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3929219.000000 Penalty: 3425.735840
	Iteration 37Q: 3 clusters Score -3929219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3929234.750000 Penalty: 3425.735840
	Iteration 38Q: 3 clusters Score -3929235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3929238.500000 Penalty: 3425.735840
	Iteration 39Q: 3 clusters Score -3929238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3929235.500000 Penalty: 3425.735840
	Iteration 40F: 3 clusters Score -3929236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -3929251.500000 Penalty: 3425.735840
	Iteration 41Q: 3 clusters Score -3929252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -3929250.500000 Penalty: 3425.735840
	Iteration 42Q: 3 clusters Score -3929250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3929254.500000 Penalty: 3425.735840
	Iteration 43Q: 3 clusters Score -3929254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3929255.750000 Penalty: 3425.735840
	Iteration 44Q: 3 clusters Score -3929256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -3929257.250000 Penalty: 3425.735840
	Iteration 45Q: 3 clusters Score -3929257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -3929250.750000 Penalty: 3425.735840
	Iteration 46Q: 3 clusters Score -3929251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -3929259.250000 Penalty: 3425.735840
	Iteration 47Q: 3 clusters Score -3929259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -3929261.750000 Penalty: 3425.735840
	Iteration 48Q: 3 clusters Score -3929262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3929265.750000 Penalty: 3425.735840
	Iteration 49Q: 3 clusters Score -3929266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3929265.750000 Penalty: 3425.735840
	Iteration 50F: 3 clusters Score -3929266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Entering Unmasked Estep 
Score: -16157703.000000 Penalty: 1942.322388
	Iteration 0F: 2 clusters Score -1.61577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -16057011.000000 Penalty: 3884.644775
	Iteration 0F: 3 clusters Score -1.605701e+07 nChanged 74551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -16101556.000000 Penalty: 3884.644775
	Iteration 1F: 3 clusters Score -1.610156e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -16103224.000000 Penalty: 3884.644775
	Iteration 2Q: 3 clusters Score -1.610322e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -16105931.000000 Penalty: 3884.644775
	Iteration 3Q: 3 clusters Score -1.610593e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -16109679.000000 Penalty: 3884.644775
	Iteration 4Q: 3 clusters Score -1.610968e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -16114890.000000 Penalty: 3884.644775
	Iteration 5F: 3 clusters Score -1.611489e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -16121722.000000 Penalty: 3884.644775
	Iteration 6F: 3 clusters Score -1.612172e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -16128973.000000 Penalty: 3884.644775
	Iteration 7F: 3 clusters Score -1.612897e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -16133367.000000 Penalty: 3884.644775
	Iteration 8F: 3 clusters Score -1.613337e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -16135471.000000 Penalty: 3884.644775
	Iteration 9Q: 3 clusters Score -1.613547e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -16136387.000000 Penalty: 3884.644775
	Iteration 10Q: 3 clusters Score -1.613639e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -16137416.000000 Penalty: 3884.644775
	Iteration 11Q: 3 clusters Score -1.613742e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -16138478.000000 Penalty: 3884.644775
	Iteration 12Q: 3 clusters Score -1.613848e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -16139660.000000 Penalty: 3884.644775
	Iteration 13Q: 3 clusters Score -1.613966e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -16141024.000000 Penalty: 3884.644775
	Iteration 14Q: 3 clusters Score -1.614102e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -16142314.000000 Penalty: 3884.644775
	Iteration 15Q: 3 clusters Score -1.614231e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -16143799.000000 Penalty: 3884.644775
	Iteration 16Q: 3 clusters Score -1.61438e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 121948 members 
Entering Unmasked Estep 
Score: -16145399.000000 Penalty: 3884.644775
	Iteration 17Q: 3 clusters Score -1.61454e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -16147017.000000 Penalty: 3884.644775
	Iteration 18Q: 3 clusters Score -1.614702e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 128354 members 
Entering Unmasked Estep 
Score: -16148528.000000 Penalty: 3884.644775
	Iteration 19Q: 3 clusters Score -1.614853e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 131301 members 
Entering Unmasked Estep 
Score: -16149953.000000 Penalty: 3884.644775
	Iteration 20F: 3 clusters Score -1.614995e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 134008 members 
Entering Unmasked Estep 
Score: -16151250.000000 Penalty: 3884.644775
	Iteration 21Q: 3 clusters Score -1.615125e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -16152348.000000 Penalty: 3884.644775
	Iteration 22Q: 3 clusters Score -1.615235e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -16153293.000000 Penalty: 3884.644775
	Iteration 23Q: 3 clusters Score -1.615329e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 140412 members 
Entering Unmasked Estep 
Score: -16154122.000000 Penalty: 3884.644775
	Iteration 24Q: 3 clusters Score -1.615412e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -16154966.000000 Penalty: 3884.644775
	Iteration 25Q: 3 clusters Score -1.615497e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -16155457.000000 Penalty: 3884.644775
	Iteration 26Q: 3 clusters Score -1.615546e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 144949 members 
Entering Unmasked Estep 
Score: -16155814.000000 Penalty: 3884.644775
	Iteration 27Q: 3 clusters Score -1.615581e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -16156195.000000 Penalty: 3884.644775
	Iteration 28Q: 3 clusters Score -1.61562e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 147074 members 
Entering Unmasked Estep 
Score: -16156442.000000 Penalty: 3884.644775
	Iteration 29Q: 3 clusters Score -1.615644e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 147937 members 
Entering Unmasked Estep 
Score: -16156658.000000 Penalty: 3884.644775
	Iteration 30Q: 3 clusters Score -1.615666e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 148679 members 
Entering Unmasked Estep 
Score: -16156819.000000 Penalty: 3884.644775
	Iteration 31Q: 3 clusters Score -1.615682e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -16156953.000000 Penalty: 3884.644775
	Iteration 32Q: 3 clusters Score -1.615695e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
Score: -16157118.000000 Penalty: 3884.644775
	Iteration 33Q: 3 clusters Score -1.615712e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -16157248.000000 Penalty: 3884.644775
	Iteration 34Q: 3 clusters Score -1.615725e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 150675 members 
Entering Unmasked Estep 
Score: -16157289.000000 Penalty: 3884.644775
	Iteration 35Q: 3 clusters Score -1.615729e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -16157316.000000 Penalty: 3884.644775
	Iteration 36Q: 3 clusters Score -1.615732e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 151288 members 
Entering Unmasked Estep 
Score: -16157418.000000 Penalty: 3884.644775
	Iteration 37Q: 3 clusters Score -1.615742e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -16157489.000000 Penalty: 3884.644775
	Iteration 38Q: 3 clusters Score -1.615749e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -16157548.000000 Penalty: 3884.644775
	Iteration 39Q: 3 clusters Score -1.615755e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -16157577.000000 Penalty: 3884.644775
	Iteration 40F: 3 clusters Score -1.615758e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 151914 members 
Entering Unmasked Estep 
Score: -16157561.000000 Penalty: 3884.644775
	Iteration 41Q: 3 clusters Score -1.615756e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 152005 members 
Entering Unmasked Estep 
Score: -16157536.000000 Penalty: 3884.644775
	Iteration 42Q: 3 clusters Score -1.615754e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 152087 members 
Entering Unmasked Estep 
Score: -16157530.000000 Penalty: 3884.644775
	Iteration 43Q: 3 clusters Score -1.615753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -16157517.000000 Penalty: 3884.644775
	Iteration 44Q: 3 clusters Score -1.615752e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 152211 members 
Entering Unmasked Estep 
Score: -16157529.000000 Penalty: 3884.644775
	Iteration 45Q: 3 clusters Score -1.615753e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -16157519.000000 Penalty: 3884.644775
	Iteration 46Q: 3 clusters Score -1.615752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 152306 members 
Entering Unmasked Estep 
Score: -16157504.000000 Penalty: 3884.644775
	Iteration 47Q: 3 clusters Score -1.61575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -16157504.000000 Penalty: 3884.644775
	Iteration 48Q: 3 clusters Score -1.61575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -16157505.000000 Penalty: 3884.644775
	Iteration 49Q: 3 clusters Score -1.61575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 152381 members 
Entering Unmasked Estep 
Score: -16157505.000000 Penalty: 3884.644775
	Iteration 50Q: 3 clusters Score -1.61575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -16157507.000000 Penalty: 3884.644775
	Iteration 51Q: 3 clusters Score -1.615751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -16157514.000000 Penalty: 3884.644775
	Iteration 52Q: 3 clusters Score -1.615751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 152411 members 
Entering Unmasked Estep 
Score: -16157495.000000 Penalty: 3884.644775
	Iteration 53Q: 3 clusters Score -1.61575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 152415 members 
Entering Unmasked Estep 
Score: -16157516.000000 Penalty: 3884.644775
	Iteration 54Q: 3 clusters Score -1.615752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -16157505.000000 Penalty: 3884.644775
	Iteration 55Q: 3 clusters Score -1.61575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 152428 members 
Entering Unmasked Estep 
Score: -16157492.000000 Penalty: 3884.644775
	Iteration 56Q: 3 clusters Score -1.615749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -16157501.000000 Penalty: 3884.644775
	Iteration 57Q: 3 clusters Score -1.61575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 152443 members 
Entering Unmasked Estep 
Score: -16157513.000000 Penalty: 3884.644775
	Iteration 58Q: 3 clusters Score -1.615751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -16157503.000000 Penalty: 3884.644775
	Iteration 59Q: 3 clusters Score -1.61575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -16157503.000000 Penalty: 3884.644775
	Iteration 60F: 3 clusters Score -1.61575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -16157501.000000 Penalty: 3884.644775
	Iteration 61Q: 3 clusters Score -1.61575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -16157510.000000 Penalty: 3884.644775
	Iteration 62Q: 3 clusters Score -1.615751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -16157514.000000 Penalty: 3884.644775
	Iteration 63Q: 3 clusters Score -1.615751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 152468 members 
Entering Unmasked Estep 
Score: -16157507.000000 Penalty: 3884.644775
	Iteration 64Q: 3 clusters Score -1.615751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -16157505.000000 Penalty: 3884.644775
	Iteration 65Q: 3 clusters Score -1.61575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -16157508.000000 Penalty: 3884.644775
	Iteration 66Q: 3 clusters Score -1.615751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -16157501.000000 Penalty: 3884.644775
	Iteration 67Q: 3 clusters Score -1.61575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -16157506.000000 Penalty: 3884.644775
	Iteration 68Q: 3 clusters Score -1.615751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -16157497.000000 Penalty: 3884.644775
	Iteration 69Q: 3 clusters Score -1.61575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -16157499.000000 Penalty: 3884.644775
	Iteration 70Q: 3 clusters Score -1.61575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -16157492.000000 Penalty: 3884.644775
	Iteration 71Q: 3 clusters Score -1.615749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -16157498.000000 Penalty: 3884.644775
	Iteration 72Q: 3 clusters Score -1.61575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 152480 members 
Entering Unmasked Estep 
Score: -16157498.000000 Penalty: 3884.644775
	Iteration 73Q: 3 clusters Score -1.61575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 152480 members 
Entering Unmasked Estep 
Score: -16157498.000000 Penalty: 3884.644775
	Iteration 74F: 3 clusters Score -1.61575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -845079.000000 Penalty: 1464.788330
	Iteration 0F: 2 clusters Score -845079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -839083.500000 Penalty: 2929.576660
	Iteration 0F: 3 clusters Score -839083.5 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -840962.062500 Penalty: 2929.576660
	Iteration 1F: 3 clusters Score -840962.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -841271.750000 Penalty: 2929.576660
	Iteration 2F: 3 clusters Score -841271.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -841552.125000 Penalty: 2929.576660
	Iteration 3F: 3 clusters Score -841552.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -841846.875000 Penalty: 2929.576660
	Iteration 4F: 3 clusters Score -841846.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -842150.312500 Penalty: 2929.576660
	Iteration 5F: 3 clusters Score -842150.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -842425.000000 Penalty: 2929.576660
	Iteration 6Q: 3 clusters Score -842425 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -842673.312500 Penalty: 2929.576660
	Iteration 7Q: 3 clusters Score -842673.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -842864.375000 Penalty: 2929.576660
	Iteration 8Q: 3 clusters Score -842864.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -842998.000000 Penalty: 2929.576660
	Iteration 9Q: 3 clusters Score -842998 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -843130.500000 Penalty: 2929.576660
	Iteration 10Q: 3 clusters Score -843130.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -843227.312500 Penalty: 2929.576660
	Iteration 11Q: 3 clusters Score -843227.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -843315.625000 Penalty: 2929.576660
	Iteration 12Q: 3 clusters Score -843315.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -843386.937500 Penalty: 2929.576660
	Iteration 13Q: 3 clusters Score -843386.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -843445.187500 Penalty: 2929.576660
	Iteration 14Q: 3 clusters Score -843445.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -843489.625000 Penalty: 2929.576660
	Iteration 15Q: 3 clusters Score -843489.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -843521.937500 Penalty: 2929.576660
	Iteration 16Q: 3 clusters Score -843521.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -843549.875000 Penalty: 2929.576660
	Iteration 17Q: 3 clusters Score -843549.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -843571.187500 Penalty: 2929.576660
	Iteration 18Q: 3 clusters Score -843571.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -843583.812500 Penalty: 2929.576660
	Iteration 19Q: 3 clusters Score -843583.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -843596.750000 Penalty: 2929.576660
	Iteration 20F: 3 clusters Score -843596.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -843605.625000 Penalty: 2929.576660
	Iteration 21Q: 3 clusters Score -843605.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -843615.687500 Penalty: 2929.576660
	Iteration 22Q: 3 clusters Score -843615.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -843626.562500 Penalty: 2929.576660
	Iteration 23Q: 3 clusters Score -843626.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -843639.250000 Penalty: 2929.576660
	Iteration 24Q: 3 clusters Score -843639.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -843663.562500 Penalty: 2929.576660
	Iteration 25Q: 3 clusters Score -843663.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -843675.875000 Penalty: 2929.576660
	Iteration 26Q: 3 clusters Score -843675.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -843688.250000 Penalty: 2929.576660
	Iteration 27Q: 3 clusters Score -843688.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -843705.250000 Penalty: 2929.576660
	Iteration 28Q: 3 clusters Score -843705.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -843715.625000 Penalty: 2929.576660
	Iteration 29Q: 3 clusters Score -843715.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -843723.062500 Penalty: 2929.576660
	Iteration 30Q: 3 clusters Score -843723.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -843732.625000 Penalty: 2929.576660
	Iteration 31Q: 3 clusters Score -843732.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -843735.125000 Penalty: 2929.576660
	Iteration 32Q: 3 clusters Score -843735.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -843738.312500 Penalty: 2929.576660
	Iteration 33Q: 3 clusters Score -843738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -843741.500000 Penalty: 2929.576660
	Iteration 34Q: 3 clusters Score -843741.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -843743.375000 Penalty: 2929.576660
	Iteration 35Q: 3 clusters Score -843743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -843743.500000 Penalty: 2929.576660
	Iteration 36Q: 3 clusters Score -843743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -843744.500000 Penalty: 2929.576660
	Iteration 37Q: 3 clusters Score -843744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -843743.937500 Penalty: 2929.576660
	Iteration 38Q: 3 clusters Score -843743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -843745.687500 Penalty: 2929.576660
	Iteration 39Q: 3 clusters Score -843745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -843743.375000 Penalty: 2929.576660
	Iteration 40F: 3 clusters Score -843743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -843745.437500 Penalty: 2929.576660
	Iteration 41Q: 3 clusters Score -843745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -843745.250000 Penalty: 2929.576660
	Iteration 42Q: 3 clusters Score -843745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -843745.312500 Penalty: 2929.576660
	Iteration 43Q: 3 clusters Score -843745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -843745.562500 Penalty: 2929.576660
	Iteration 44Q: 3 clusters Score -843745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -843745.437500 Penalty: 2929.576660
	Iteration 45Q: 3 clusters Score -843745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -843745.437500 Penalty: 2929.576660
	Iteration 46F: 3 clusters Score -843745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -290061.468750 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -290061.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -287375.343750 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -287375.3 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -288259.062500 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -288259.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -288575.875000 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -288575.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -288890.937500 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -288890.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -289148.781250 Penalty: 2608.186523
	Iteration 4F: 3 clusters Score -289148.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -289276.000000 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -289276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -289353.406250 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -289353.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -289393.781250 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -289393.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -289416.968750 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -289417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -289433.406250 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -289433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -289444.468750 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -289444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -289448.406250 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -289448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -289453.218750 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -289453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -289455.406250 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -289455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -289456.500000 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -289456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -289458.875000 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -289458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -289460.062500 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -289460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -289460.531250 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -289460.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -289469.187500 Penalty: 2608.186523
	Iteration 18F: 3 clusters Score -289469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -289475.406250 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -289475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -289478.562500 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -289478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -289480.593750 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -289480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -289481.937500 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -289481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -289482.687500 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -289482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -289484.343750 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -289484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -289484.937500 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -289484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289486.468750 Penalty: 2608.186523
	Iteration 26Q: 3 clusters Score -289486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289487.437500 Penalty: 2608.186523
	Iteration 27Q: 3 clusters Score -289487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -289487.687500 Penalty: 2608.186523
	Iteration 28Q: 3 clusters Score -289487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -289487.781250 Penalty: 2608.186523
	Iteration 29Q: 3 clusters Score -289487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -289488.312500 Penalty: 2608.186523
	Iteration 30Q: 3 clusters Score -289488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289488.750000 Penalty: 2608.186523
	Iteration 31Q: 3 clusters Score -289488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289488.750000 Penalty: 2608.186523
	Iteration 32F: 3 clusters Score -289488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -143908.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -143908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142110.281250 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -142110.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -142692.984375 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -142693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142891.546875 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -142891.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -143017.625000 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -143017.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -143132.875000 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -143132.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -143238.734375 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -143238.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -143288.875000 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -143288.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -143331.796875 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -143331.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -143359.750000 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -143359.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -143380.046875 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -143380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -143393.859375 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -143393.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -143405.109375 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -143405.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -143417.125000 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -143417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -143422.718750 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -143422.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -143428.125000 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -143428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -143433.703125 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -143433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -143443.718750 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -143443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -143452.328125 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -143452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -143458.593750 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -143458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -143470.296875 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -143470.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -143486.375000 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -143486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -143496.890625 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -143496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -143501.062500 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -143501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -143502.750000 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -143502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -143503.453125 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -143503.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -143503.453125 Penalty: 2408.362793
	Iteration 25F: 3 clusters Score -143503.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -1133025.875000 Penalty: 1509.742310
	Iteration 0F: 2 clusters Score -1133026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1125304.250000 Penalty: 3019.484619
	Iteration 0F: 3 clusters Score -1125304 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1127922.000000 Penalty: 3019.484619
	Iteration 1F: 3 clusters Score -1127922 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1128346.625000 Penalty: 3019.484619
	Iteration 2F: 3 clusters Score -1128347 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1128775.500000 Penalty: 3019.484619
	Iteration 3F: 3 clusters Score -1128776 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1129231.500000 Penalty: 3019.484619
	Iteration 4F: 3 clusters Score -1129232 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1129753.375000 Penalty: 3019.484619
	Iteration 5F: 3 clusters Score -1129753 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1130232.875000 Penalty: 3019.484619
	Iteration 6F: 3 clusters Score -1130233 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1130681.250000 Penalty: 3019.484619
	Iteration 7F: 3 clusters Score -1130681 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1131118.000000 Penalty: 3019.484619
	Iteration 8F: 3 clusters Score -1131118 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1131440.250000 Penalty: 3019.484619
	Iteration 9Q: 3 clusters Score -1131440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1131660.625000 Penalty: 3019.484619
	Iteration 10Q: 3 clusters Score -1131661 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1131783.500000 Penalty: 3019.484619
	Iteration 11Q: 3 clusters Score -1131784 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1131856.500000 Penalty: 3019.484619
	Iteration 12Q: 3 clusters Score -1131856 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1131903.500000 Penalty: 3019.484619
	Iteration 13Q: 3 clusters Score -1131904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1131945.625000 Penalty: 3019.484619
	Iteration 14Q: 3 clusters Score -1131946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1131973.875000 Penalty: 3019.484619
	Iteration 15Q: 3 clusters Score -1131974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1131995.875000 Penalty: 3019.484619
	Iteration 16Q: 3 clusters Score -1131996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1132009.125000 Penalty: 3019.484619
	Iteration 17Q: 3 clusters Score -1132009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1132020.375000 Penalty: 3019.484619
	Iteration 18Q: 3 clusters Score -1132020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1132024.125000 Penalty: 3019.484619
	Iteration 19Q: 3 clusters Score -1132024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1132028.375000 Penalty: 3019.484619
	Iteration 20F: 3 clusters Score -1132028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1132038.000000 Penalty: 3019.484619
	Iteration 21Q: 3 clusters Score -1132038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1132043.125000 Penalty: 3019.484619
	Iteration 22Q: 3 clusters Score -1132043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1132050.000000 Penalty: 3019.484619
	Iteration 23Q: 3 clusters Score -1132050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1132050.250000 Penalty: 3019.484619
	Iteration 24Q: 3 clusters Score -1132050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1132056.000000 Penalty: 3019.484619
	Iteration 25Q: 3 clusters Score -1132056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1132058.750000 Penalty: 3019.484619
	Iteration 26Q: 3 clusters Score -1132059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1132057.375000 Penalty: 3019.484619
	Iteration 27Q: 3 clusters Score -1132057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1132060.000000 Penalty: 3019.484619
	Iteration 28Q: 3 clusters Score -1132060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1132062.625000 Penalty: 3019.484619
	Iteration 29Q: 3 clusters Score -1132063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1132064.375000 Penalty: 3019.484619
	Iteration 30Q: 3 clusters Score -1132064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1132065.500000 Penalty: 3019.484619
	Iteration 31Q: 3 clusters Score -1132066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 3019.484619
	Iteration 32Q: 3 clusters Score -1132065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1132066.125000 Penalty: 3019.484619
	Iteration 33Q: 3 clusters Score -1132066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1132067.000000 Penalty: 3019.484619
	Iteration 34Q: 3 clusters Score -1132067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1132066.750000 Penalty: 3019.484619
	Iteration 35Q: 3 clusters Score -1132067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1132065.750000 Penalty: 3019.484619
	Iteration 36Q: 3 clusters Score -1132066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 3019.484619
	Iteration 37Q: 3 clusters Score -1132065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 3019.484619
	Iteration 38F: 3 clusters Score -1132065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -536332.125000 Penalty: 1397.809082
	Iteration 0F: 2 clusters Score -536332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -532120.000000 Penalty: 2795.618164
	Iteration 0F: 3 clusters Score -532120 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -533639.375000 Penalty: 2795.618164
	Iteration 1F: 3 clusters Score -533639.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -534244.437500 Penalty: 2795.618164
	Iteration 2F: 3 clusters Score -534244.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -534833.937500 Penalty: 2795.618164
	Iteration 3F: 3 clusters Score -534833.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -535325.125000 Penalty: 2795.618164
	Iteration 4F: 3 clusters Score -535325.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -535642.437500 Penalty: 2795.618164
	Iteration 5F: 3 clusters Score -535642.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -535828.062500 Penalty: 2795.618164
	Iteration 6Q: 3 clusters Score -535828.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -535941.000000 Penalty: 2795.618164
	Iteration 7Q: 3 clusters Score -535941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -536017.000000 Penalty: 2795.618164
	Iteration 8Q: 3 clusters Score -536017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -536103.375000 Penalty: 2795.618164
	Iteration 9Q: 3 clusters Score -536103.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -536185.875000 Penalty: 2795.618164
	Iteration 10Q: 3 clusters Score -536185.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -536239.875000 Penalty: 2795.618164
	Iteration 11Q: 3 clusters Score -536239.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -536283.687500 Penalty: 2795.618164
	Iteration 12Q: 3 clusters Score -536283.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -536320.312500 Penalty: 2795.618164
	Iteration 13Q: 3 clusters Score -536320.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -536340.562500 Penalty: 2795.618164
	Iteration 14Q: 3 clusters Score -536340.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -536352.062500 Penalty: 2795.618164
	Iteration 15Q: 3 clusters Score -536352.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -536364.062500 Penalty: 2795.618164
	Iteration 16Q: 3 clusters Score -536364.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -536369.750000 Penalty: 2795.618164
	Iteration 17Q: 3 clusters Score -536369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -536373.125000 Penalty: 2795.618164
	Iteration 18Q: 3 clusters Score -536373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -536376.375000 Penalty: 2795.618164
	Iteration 19Q: 3 clusters Score -536376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -536379.187500 Penalty: 2795.618164
	Iteration 20F: 3 clusters Score -536379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -536381.687500 Penalty: 2795.618164
	Iteration 21Q: 3 clusters Score -536381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -536384.625000 Penalty: 2795.618164
	Iteration 22Q: 3 clusters Score -536384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -536385.062500 Penalty: 2795.618164
	Iteration 23Q: 3 clusters Score -536385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -536386.812500 Penalty: 2795.618164
	Iteration 24Q: 3 clusters Score -536386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -536387.437500 Penalty: 2795.618164
	Iteration 25Q: 3 clusters Score -536387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -536387.437500 Penalty: 2795.618164
	Iteration 26F: 3 clusters Score -536387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 4514 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 928 members 
Entering Unmasked Estep 
Score: -154066416.000000 Penalty: 113419.390625
Splitting cluster 25 changes total score from -154067760.000000 to -154066416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -514498.312500 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514498.3 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -515759.250000 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515759.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -516005.750000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -516005.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -516262.718750 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516262.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -516564.125000 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -516564.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -516867.906250 Penalty: 2782.952637
	Iteration 5F: 3 clusters Score -516867.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -517151.968750 Penalty: 2782.952637
	Iteration 6F: 3 clusters Score -517152 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -517392.625000 Penalty: 2782.952637
	Iteration 7F: 3 clusters Score -517392.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -517563.843750 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -517563.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -517684.031250 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -517684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -517775.093750 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -517775.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -517845.312500 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517845.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -517902.781250 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517902.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -517937.812500 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517937.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -517958.375000 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -517958.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -517979.531250 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -517979.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -517996.156250 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -517996.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -518008.656250 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -518008.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -518013.500000 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -518013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -518015.500000 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -518015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -518017.125000 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -518017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -518018.406250 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -518018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -518018.781250 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -518018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -518019.781250 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -518019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -518021.218750 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -518021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -518021.781250 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -518021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -518023.062500 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -518023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -518024.843750 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -518024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -518025.750000 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -518025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -518027.562500 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -518027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -518029.593750 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -518029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -518030.000000 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -518030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -518030.000000 Penalty: 2782.952637
	Iteration 32F: 3 clusters Score -518030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -399877.781250 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -399877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -396394.343750 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -396394.3 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -397340.593750 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -397340.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -397551.156250 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -397551.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -397695.937500 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -397695.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -397819.218750 Penalty: 2706.903564
	Iteration 4Q: 3 clusters Score -397819.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -397938.750000 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -397938.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -398050.750000 Penalty: 2706.903564
	Iteration 6Q: 3 clusters Score -398050.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -398141.437500 Penalty: 2706.903564
	Iteration 7Q: 3 clusters Score -398141.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -398216.031250 Penalty: 2706.903564
	Iteration 8Q: 3 clusters Score -398216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -398283.312500 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -398283.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -398366.562500 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -398366.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -398446.000000 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -398446 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -398539.562500 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -398539.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -398643.968750 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -398644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -398789.312500 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -398789.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -398933.812500 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -398933.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -399047.125000 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -399047.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -399142.937500 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -399142.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -399229.312500 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -399229.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -399284.843750 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -399284.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -399323.343750 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -399323.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -399358.625000 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -399358.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -399386.375000 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -399386.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -399412.687500 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -399412.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -399422.468750 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -399422.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -399429.281250 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -399429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -399435.000000 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -399435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -399440.843750 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -399440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -399442.406250 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -399442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -399443.281250 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -399443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -399444.687500 Penalty: 2706.903564
	Iteration 30Q: 3 clusters Score -399444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -399444.968750 Penalty: 2706.903564
	Iteration 31Q: 3 clusters Score -399445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -399445.406250 Penalty: 2706.903564
	Iteration 32Q: 3 clusters Score -399445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -399446.312500 Penalty: 2706.903564
	Iteration 33Q: 3 clusters Score -399446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -399446.812500 Penalty: 2706.903564
	Iteration 34Q: 3 clusters Score -399446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -399448.875000 Penalty: 2706.903564
	Iteration 35Q: 3 clusters Score -399448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -399450.281250 Penalty: 2706.903564
	Iteration 36Q: 3 clusters Score -399450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -399451.406250 Penalty: 2706.903564
	Iteration 37Q: 3 clusters Score -399451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -399452.437500 Penalty: 2706.903564
	Iteration 38Q: 3 clusters Score -399452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -399451.968750 Penalty: 2706.903564
	Iteration 39Q: 3 clusters Score -399452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -399452.375000 Penalty: 2706.903564
	Iteration 40F: 3 clusters Score -399452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -399452.406250 Penalty: 2706.903564
	Iteration 41Q: 3 clusters Score -399452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -399452.406250 Penalty: 2706.903564
	Iteration 42F: 3 clusters Score -399452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -399605.468750 Penalty: 1349.681274
	Iteration 0F: 2 clusters Score -399605.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -396139.218750 Penalty: 2699.362549
	Iteration 0F: 3 clusters Score -396139.2 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -397088.187500 Penalty: 2699.362549
	Iteration 1F: 3 clusters Score -397088.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -397269.843750 Penalty: 2699.362549
	Iteration 2F: 3 clusters Score -397269.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -397377.625000 Penalty: 2699.362549
	Iteration 3F: 3 clusters Score -397377.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -397465.687500 Penalty: 2699.362549
	Iteration 4Q: 3 clusters Score -397465.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -397537.312500 Penalty: 2699.362549
	Iteration 5Q: 3 clusters Score -397537.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -397602.750000 Penalty: 2699.362549
	Iteration 6Q: 3 clusters Score -397602.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -397671.812500 Penalty: 2699.362549
	Iteration 7Q: 3 clusters Score -397671.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -397727.718750 Penalty: 2699.362549
	Iteration 8Q: 3 clusters Score -397727.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -397776.843750 Penalty: 2699.362549
	Iteration 9Q: 3 clusters Score -397776.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -397822.375000 Penalty: 2699.362549
	Iteration 10Q: 3 clusters Score -397822.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -397875.843750 Penalty: 2699.362549
	Iteration 11Q: 3 clusters Score -397875.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397937.093750 Penalty: 2699.362549
	Iteration 12Q: 3 clusters Score -397937.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -398004.750000 Penalty: 2699.362549
	Iteration 13Q: 3 clusters Score -398004.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -398079.625000 Penalty: 2699.362549
	Iteration 14Q: 3 clusters Score -398079.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -398166.312500 Penalty: 2699.362549
	Iteration 15Q: 3 clusters Score -398166.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -398253.093750 Penalty: 2699.362549
	Iteration 16Q: 3 clusters Score -398253.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -398327.906250 Penalty: 2699.362549
	Iteration 17Q: 3 clusters Score -398327.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -398408.875000 Penalty: 2699.362549
	Iteration 18Q: 3 clusters Score -398408.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -398484.718750 Penalty: 2699.362549
	Iteration 19Q: 3 clusters Score -398484.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -398568.968750 Penalty: 2699.362549
	Iteration 20F: 3 clusters Score -398569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -398623.375000 Penalty: 2699.362549
	Iteration 21Q: 3 clusters Score -398623.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -398656.156250 Penalty: 2699.362549
	Iteration 22Q: 3 clusters Score -398656.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -398680.312500 Penalty: 2699.362549
	Iteration 23Q: 3 clusters Score -398680.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -398700.343750 Penalty: 2699.362549
	Iteration 24Q: 3 clusters Score -398700.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -398718.062500 Penalty: 2699.362549
	Iteration 25Q: 3 clusters Score -398718.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -398735.437500 Penalty: 2699.362549
	Iteration 26Q: 3 clusters Score -398735.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -398745.281250 Penalty: 2699.362549
	Iteration 27Q: 3 clusters Score -398745.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -398757.031250 Penalty: 2699.362549
	Iteration 28Q: 3 clusters Score -398757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -398772.781250 Penalty: 2699.362549
	Iteration 29Q: 3 clusters Score -398772.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -398789.312500 Penalty: 2699.362549
	Iteration 30Q: 3 clusters Score -398789.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -398809.218750 Penalty: 2699.362549
	Iteration 31Q: 3 clusters Score -398809.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -398824.031250 Penalty: 2699.362549
	Iteration 32Q: 3 clusters Score -398824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -398831.125000 Penalty: 2699.362549
	Iteration 33Q: 3 clusters Score -398831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -398834.875000 Penalty: 2699.362549
	Iteration 34Q: 3 clusters Score -398834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -398840.562500 Penalty: 2699.362549
	Iteration 35Q: 3 clusters Score -398840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -398845.687500 Penalty: 2699.362549
	Iteration 36Q: 3 clusters Score -398845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -398849.187500 Penalty: 2699.362549
	Iteration 37Q: 3 clusters Score -398849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -398853.937500 Penalty: 2699.362549
	Iteration 38Q: 3 clusters Score -398853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -398857.062500 Penalty: 2699.362549
	Iteration 39Q: 3 clusters Score -398857.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -398860.593750 Penalty: 2699.362549
	Iteration 40F: 3 clusters Score -398860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -398860.968750 Penalty: 2699.362549
	Iteration 41Q: 3 clusters Score -398861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -398863.687500 Penalty: 2699.362549
	Iteration 42Q: 3 clusters Score -398863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -398865.593750 Penalty: 2699.362549
	Iteration 43Q: 3 clusters Score -398865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -398867.687500 Penalty: 2699.362549
	Iteration 44Q: 3 clusters Score -398867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -398868.593750 Penalty: 2699.362549
	Iteration 45Q: 3 clusters Score -398868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -398869.625000 Penalty: 2699.362549
	Iteration 46Q: 3 clusters Score -398869.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -398869.625000 Penalty: 2699.362549
	Iteration 47F: 3 clusters Score -398869.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Entering Unmasked Estep 
Score: -8425111.000000 Penalty: 1835.329346
	Iteration 0F: 2 clusters Score -8425111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8371314.500000 Penalty: 3670.658691
	Iteration 0F: 3 clusters Score -8371314 nChanged 38196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8393913.000000 Penalty: 3670.658691
	Iteration 1F: 3 clusters Score -8393913 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8395024.000000 Penalty: 3670.658691
	Iteration 2Q: 3 clusters Score -8395024 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -8396670.000000 Penalty: 3670.658691
	Iteration 3Q: 3 clusters Score -8396670 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -8399427.000000 Penalty: 3670.658691
	Iteration 4F: 3 clusters Score -8399427 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -8403406.000000 Penalty: 3670.658691
	Iteration 5F: 3 clusters Score -8403406 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -8408471.000000 Penalty: 3670.658691
	Iteration 6F: 3 clusters Score -8408471 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -8413540.000000 Penalty: 3670.658691
	Iteration 7F: 3 clusters Score -8413540 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -8417375.000000 Penalty: 3670.658691
	Iteration 8F: 3 clusters Score -8417375 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -8419915.000000 Penalty: 3670.658691
	Iteration 9Q: 3 clusters Score -8419915 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -8421384.000000 Penalty: 3670.658691
	Iteration 10Q: 3 clusters Score -8421384 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -8422267.000000 Penalty: 3670.658691
	Iteration 11Q: 3 clusters Score -8422267 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -8422813.000000 Penalty: 3670.658691
	Iteration 12Q: 3 clusters Score -8422813 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -8423142.000000 Penalty: 3670.658691
	Iteration 13Q: 3 clusters Score -8423142 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -8423400.000000 Penalty: 3670.658691
	Iteration 14Q: 3 clusters Score -8423400 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -8423588.000000 Penalty: 3670.658691
	Iteration 15Q: 3 clusters Score -8423588 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -8423697.000000 Penalty: 3670.658691
	Iteration 16Q: 3 clusters Score -8423697 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -8423785.000000 Penalty: 3670.658691
	Iteration 17Q: 3 clusters Score -8423785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -8423834.000000 Penalty: 3670.658691
	Iteration 18Q: 3 clusters Score -8423834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -8423875.000000 Penalty: 3670.658691
	Iteration 19Q: 3 clusters Score -8423875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -8423890.000000 Penalty: 3670.658691
	Iteration 20F: 3 clusters Score -8423890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -8423928.000000 Penalty: 3670.658691
	Iteration 21Q: 3 clusters Score -8423928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -8423939.000000 Penalty: 3670.658691
	Iteration 22Q: 3 clusters Score -8423939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -8423944.000000 Penalty: 3670.658691
	Iteration 23Q: 3 clusters Score -8423944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -8423970.000000 Penalty: 3670.658691
	Iteration 24Q: 3 clusters Score -8423970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -8423976.000000 Penalty: 3670.658691
	Iteration 25Q: 3 clusters Score -8423976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -8423983.000000 Penalty: 3670.658691
	Iteration 26Q: 3 clusters Score -8423983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -8423979.000000 Penalty: 3670.658691
	Iteration 27Q: 3 clusters Score -8423979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -8423982.000000 Penalty: 3670.658691
	Iteration 28Q: 3 clusters Score -8423982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -8423991.000000 Penalty: 3670.658691
	Iteration 29Q: 3 clusters Score -8423991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -8423986.000000 Penalty: 3670.658691
	Iteration 30Q: 3 clusters Score -8423986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -8423996.000000 Penalty: 3670.658691
	Iteration 31Q: 3 clusters Score -8423996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -8423991.000000 Penalty: 3670.658691
	Iteration 32Q: 3 clusters Score -8423991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -8424000.000000 Penalty: 3670.658691
	Iteration 33Q: 3 clusters Score -8424000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -8423997.000000 Penalty: 3670.658691
	Iteration 34Q: 3 clusters Score -8423997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -8423987.000000 Penalty: 3670.658691
	Iteration 35Q: 3 clusters Score -8423987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -8423983.000000 Penalty: 3670.658691
	Iteration 36Q: 3 clusters Score -8423983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -8423996.000000 Penalty: 3670.658691
	Iteration 37Q: 3 clusters Score -8423996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -8424004.000000 Penalty: 3670.658691
	Iteration 38Q: 3 clusters Score -8424004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -8424006.000000 Penalty: 3670.658691
	Iteration 39Q: 3 clusters Score -8424006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -8424036.000000 Penalty: 3670.658691
	Iteration 40F: 3 clusters Score -8424036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -8424039.000000 Penalty: 3670.658691
	Iteration 41Q: 3 clusters Score -8424039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -8424062.000000 Penalty: 3670.658691
	Iteration 42Q: 3 clusters Score -8424062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -8424081.000000 Penalty: 3670.658691
	Iteration 43Q: 3 clusters Score -8424081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -8424082.000000 Penalty: 3670.658691
	Iteration 44Q: 3 clusters Score -8424082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -8424093.000000 Penalty: 3670.658691
	Iteration 45Q: 3 clusters Score -8424093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -8424088.000000 Penalty: 3670.658691
	Iteration 46Q: 3 clusters Score -8424088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -8424095.000000 Penalty: 3670.658691
	Iteration 47Q: 3 clusters Score -8424095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -8424104.000000 Penalty: 3670.658691
	Iteration 48Q: 3 clusters Score -8424104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -8424106.000000 Penalty: 3670.658691
	Iteration 49Q: 3 clusters Score -8424106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -8424113.000000 Penalty: 3670.658691
	Iteration 50Q: 3 clusters Score -8424113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -8424117.000000 Penalty: 3670.658691
	Iteration 51Q: 3 clusters Score -8424117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -8424116.000000 Penalty: 3670.658691
	Iteration 52Q: 3 clusters Score -8424116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -8424119.000000 Penalty: 3670.658691
	Iteration 53Q: 3 clusters Score -8424119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -8424119.000000 Penalty: 3670.658691
	Iteration 54Q: 3 clusters Score -8424119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -8424118.000000 Penalty: 3670.658691
	Iteration 55Q: 3 clusters Score -8424118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -8424122.000000 Penalty: 3670.658691
	Iteration 56Q: 3 clusters Score -8424122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -8424122.000000 Penalty: 3670.658691
	Iteration 57Q: 3 clusters Score -8424122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -8424125.000000 Penalty: 3670.658691
	Iteration 58Q: 3 clusters Score -8424125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -8424121.000000 Penalty: 3670.658691
	Iteration 59Q: 3 clusters Score -8424121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -8424122.000000 Penalty: 3670.658691
	Iteration 60F: 3 clusters Score -8424122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -550867.500000 Penalty: 1400.562622
	Iteration 0F: 2 clusters Score -550867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -546557.750000 Penalty: 2801.125244
	Iteration 0F: 3 clusters Score -546557.8 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -547879.437500 Penalty: 2801.125244
	Iteration 1F: 3 clusters Score -547879.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -548104.375000 Penalty: 2801.125244
	Iteration 2F: 3 clusters Score -548104.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -548255.375000 Penalty: 2801.125244
	Iteration 3F: 3 clusters Score -548255.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -548375.312500 Penalty: 2801.125244
	Iteration 4Q: 3 clusters Score -548375.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -548493.312500 Penalty: 2801.125244
	Iteration 5Q: 3 clusters Score -548493.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -548638.500000 Penalty: 2801.125244
	Iteration 6Q: 3 clusters Score -548638.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -548754.250000 Penalty: 2801.125244
	Iteration 7Q: 3 clusters Score -548754.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -548853.250000 Penalty: 2801.125244
	Iteration 8Q: 3 clusters Score -548853.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -548959.875000 Penalty: 2801.125244
	Iteration 9Q: 3 clusters Score -548959.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -549067.937500 Penalty: 2801.125244
	Iteration 10Q: 3 clusters Score -549067.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -549169.562500 Penalty: 2801.125244
	Iteration 11Q: 3 clusters Score -549169.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -549256.562500 Penalty: 2801.125244
	Iteration 12Q: 3 clusters Score -549256.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -549328.937500 Penalty: 2801.125244
	Iteration 13Q: 3 clusters Score -549328.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -549407.500000 Penalty: 2801.125244
	Iteration 14Q: 3 clusters Score -549407.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -549487.312500 Penalty: 2801.125244
	Iteration 15Q: 3 clusters Score -549487.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -549598.875000 Penalty: 2801.125244
	Iteration 16Q: 3 clusters Score -549598.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -549760.312500 Penalty: 2801.125244
	Iteration 17Q: 3 clusters Score -549760.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -549975.687500 Penalty: 2801.125244
	Iteration 18Q: 3 clusters Score -549975.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -550153.062500 Penalty: 2801.125244
	Iteration 19Q: 3 clusters Score -550153.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -550318.312500 Penalty: 2801.125244
	Iteration 20F: 3 clusters Score -550318.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -550432.562500 Penalty: 2801.125244
	Iteration 21Q: 3 clusters Score -550432.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -550503.625000 Penalty: 2801.125244
	Iteration 22Q: 3 clusters Score -550503.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -550573.375000 Penalty: 2801.125244
	Iteration 23Q: 3 clusters Score -550573.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -550636.437500 Penalty: 2801.125244
	Iteration 24Q: 3 clusters Score -550636.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -550686.375000 Penalty: 2801.125244
	Iteration 25Q: 3 clusters Score -550686.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -550739.125000 Penalty: 2801.125244
	Iteration 26Q: 3 clusters Score -550739.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -550785.562500 Penalty: 2801.125244
	Iteration 27Q: 3 clusters Score -550785.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -550823.875000 Penalty: 2801.125244
	Iteration 28Q: 3 clusters Score -550823.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -550858.625000 Penalty: 2801.125244
	Iteration 29Q: 3 clusters Score -550858.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -550874.250000 Penalty: 2801.125244
	Iteration 30Q: 3 clusters Score -550874.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -550880.250000 Penalty: 2801.125244
	Iteration 31Q: 3 clusters Score -550880.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -550884.750000 Penalty: 2801.125244
	Iteration 32Q: 3 clusters Score -550884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -550886.937500 Penalty: 2801.125244
	Iteration 33Q: 3 clusters Score -550886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -550889.125000 Penalty: 2801.125244
	Iteration 34Q: 3 clusters Score -550889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -550892.062500 Penalty: 2801.125244
	Iteration 35Q: 3 clusters Score -550892.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -550894.875000 Penalty: 2801.125244
	Iteration 36Q: 3 clusters Score -550894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -550897.500000 Penalty: 2801.125244
	Iteration 37Q: 3 clusters Score -550897.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -550903.937500 Penalty: 2801.125244
	Iteration 38Q: 3 clusters Score -550903.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -550907.312500 Penalty: 2801.125244
	Iteration 39Q: 3 clusters Score -550907.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -550912.312500 Penalty: 2801.125244
	Iteration 40F: 3 clusters Score -550912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -550916.187500 Penalty: 2801.125244
	Iteration 41Q: 3 clusters Score -550916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -550920.000000 Penalty: 2801.125244
	Iteration 42Q: 3 clusters Score -550920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -550923.875000 Penalty: 2801.125244
	Iteration 43Q: 3 clusters Score -550923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -550929.500000 Penalty: 2801.125244
	Iteration 44Q: 3 clusters Score -550929.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -550929.125000 Penalty: 2801.125244
	Iteration 45Q: 3 clusters Score -550929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -550932.750000 Penalty: 2801.125244
	Iteration 46Q: 3 clusters Score -550932.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -550935.625000 Penalty: 2801.125244
	Iteration 47Q: 3 clusters Score -550935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -550935.812500 Penalty: 2801.125244
	Iteration 48Q: 3 clusters Score -550935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -550935.562500 Penalty: 2801.125244
	Iteration 49Q: 3 clusters Score -550935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -550935.750000 Penalty: 2801.125244
	Iteration 50Q: 3 clusters Score -550935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -550936.437500 Penalty: 2801.125244
	Iteration 51Q: 3 clusters Score -550936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -550935.375000 Penalty: 2801.125244
	Iteration 52Q: 3 clusters Score -550935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -550935.375000 Penalty: 2801.125244
	Iteration 53F: 3 clusters Score -550935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 1742 members 
Entering Unmasked Estep 
Score: -154066656.000000 Penalty: 113419.390625
Splitting cluster 30 changes total score from -154067760.000000 to -154066656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (98046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Entering Unmasked Estep 
Score: -10268664.000000 Penalty: 1867.643677
	Iteration 0F: 2 clusters Score -1.026866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -10203286.000000 Penalty: 3735.287354
	Iteration 0F: 3 clusters Score -1.020329e+07 nChanged 46974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -10230454.000000 Penalty: 3735.287354
	Iteration 1F: 3 clusters Score -1.023045e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -10231164.000000 Penalty: 3735.287354
	Iteration 2Q: 3 clusters Score -1.023116e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -10232025.000000 Penalty: 3735.287354
	Iteration 3Q: 3 clusters Score -1.023202e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -10233076.000000 Penalty: 3735.287354
	Iteration 4Q: 3 clusters Score -1.023308e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -10234631.000000 Penalty: 3735.287354
	Iteration 5Q: 3 clusters Score -1.023463e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -10236387.000000 Penalty: 3735.287354
	Iteration 6Q: 3 clusters Score -1.023639e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -10238115.000000 Penalty: 3735.287354
	Iteration 7Q: 3 clusters Score -1.023812e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -10240041.000000 Penalty: 3735.287354
	Iteration 8Q: 3 clusters Score -1.024004e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -10242178.000000 Penalty: 3735.287354
	Iteration 9Q: 3 clusters Score -1.024218e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -10244421.000000 Penalty: 3735.287354
	Iteration 10Q: 3 clusters Score -1.024442e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -10246749.000000 Penalty: 3735.287354
	Iteration 11Q: 3 clusters Score -1.024675e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -10249015.000000 Penalty: 3735.287354
	Iteration 12Q: 3 clusters Score -1.024902e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -10250915.000000 Penalty: 3735.287354
	Iteration 13Q: 3 clusters Score -1.025092e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -10252372.000000 Penalty: 3735.287354
	Iteration 14Q: 3 clusters Score -1.025237e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -10253159.000000 Penalty: 3735.287354
	Iteration 15Q: 3 clusters Score -1.025316e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -10253619.000000 Penalty: 3735.287354
	Iteration 16Q: 3 clusters Score -1.025362e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -10253883.000000 Penalty: 3735.287354
	Iteration 17Q: 3 clusters Score -1.025388e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -10254053.000000 Penalty: 3735.287354
	Iteration 18Q: 3 clusters Score -1.025405e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -10254149.000000 Penalty: 3735.287354
	Iteration 19Q: 3 clusters Score -1.025415e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -10254224.000000 Penalty: 3735.287354
	Iteration 20F: 3 clusters Score -1.025422e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -10254306.000000 Penalty: 3735.287354
	Iteration 21Q: 3 clusters Score -1.025431e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -10254382.000000 Penalty: 3735.287354
	Iteration 22Q: 3 clusters Score -1.025438e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -10254498.000000 Penalty: 3735.287354
	Iteration 23Q: 3 clusters Score -1.02545e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -10254631.000000 Penalty: 3735.287354
	Iteration 24Q: 3 clusters Score -1.025463e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -10254733.000000 Penalty: 3735.287354
	Iteration 25Q: 3 clusters Score -1.025473e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -10254824.000000 Penalty: 3735.287354
	Iteration 26Q: 3 clusters Score -1.025482e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -10254944.000000 Penalty: 3735.287354
	Iteration 27Q: 3 clusters Score -1.025494e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -10254998.000000 Penalty: 3735.287354
	Iteration 28Q: 3 clusters Score -1.0255e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -10255091.000000 Penalty: 3735.287354
	Iteration 29Q: 3 clusters Score -1.025509e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -10255176.000000 Penalty: 3735.287354
	Iteration 30Q: 3 clusters Score -1.025518e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -10255259.000000 Penalty: 3735.287354
	Iteration 31Q: 3 clusters Score -1.025526e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -10255258.000000 Penalty: 3735.287354
	Iteration 32Q: 3 clusters Score -1.025526e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -10255356.000000 Penalty: 3735.287354
	Iteration 33Q: 3 clusters Score -1.025536e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -10255397.000000 Penalty: 3735.287354
	Iteration 34Q: 3 clusters Score -1.02554e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -10255418.000000 Penalty: 3735.287354
	Iteration 35Q: 3 clusters Score -1.025542e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -10255465.000000 Penalty: 3735.287354
	Iteration 36Q: 3 clusters Score -1.025546e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -10255533.000000 Penalty: 3735.287354
	Iteration 37Q: 3 clusters Score -1.025553e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -10255659.000000 Penalty: 3735.287354
	Iteration 38Q: 3 clusters Score -1.025566e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -10255746.000000 Penalty: 3735.287354
	Iteration 39Q: 3 clusters Score -1.025575e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -10255880.000000 Penalty: 3735.287354
	Iteration 40F: 3 clusters Score -1.025588e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -10255972.000000 Penalty: 3735.287354
	Iteration 41Q: 3 clusters Score -1.025597e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -10256050.000000 Penalty: 3735.287354
	Iteration 42Q: 3 clusters Score -1.025605e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -10256180.000000 Penalty: 3735.287354
	Iteration 43Q: 3 clusters Score -1.025618e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -10256326.000000 Penalty: 3735.287354
	Iteration 44Q: 3 clusters Score -1.025633e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -10256483.000000 Penalty: 3735.287354
	Iteration 45Q: 3 clusters Score -1.025648e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -10256671.000000 Penalty: 3735.287354
	Iteration 46Q: 3 clusters Score -1.025667e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -10256888.000000 Penalty: 3735.287354
	Iteration 47Q: 3 clusters Score -1.025689e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -10257134.000000 Penalty: 3735.287354
	Iteration 48Q: 3 clusters Score -1.025713e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -10257382.000000 Penalty: 3735.287354
	Iteration 49Q: 3 clusters Score -1.025738e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -10257695.000000 Penalty: 3735.287354
	Iteration 50Q: 3 clusters Score -1.02577e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -10258097.000000 Penalty: 3735.287354
	Iteration 51Q: 3 clusters Score -1.02581e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -10258508.000000 Penalty: 3735.287354
	Iteration 52Q: 3 clusters Score -1.025851e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -10258878.000000 Penalty: 3735.287354
	Iteration 53Q: 3 clusters Score -1.025888e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -10259408.000000 Penalty: 3735.287354
	Iteration 54Q: 3 clusters Score -1.025941e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10259876.000000 Penalty: 3735.287354
	Iteration 55Q: 3 clusters Score -1.025988e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -10260480.000000 Penalty: 3735.287354
	Iteration 56Q: 3 clusters Score -1.026048e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
Score: -10261075.000000 Penalty: 3735.287354
	Iteration 57Q: 3 clusters Score -1.026108e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -10261589.000000 Penalty: 3735.287354
	Iteration 58Q: 3 clusters Score -1.026159e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -10262233.000000 Penalty: 3735.287354
	Iteration 59Q: 3 clusters Score -1.026223e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -10262828.000000 Penalty: 3735.287354
	Iteration 60F: 3 clusters Score -1.026283e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -10263423.000000 Penalty: 3735.287354
	Iteration 61Q: 3 clusters Score -1.026342e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -10264103.000000 Penalty: 3735.287354
	Iteration 62Q: 3 clusters Score -1.02641e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -10264640.000000 Penalty: 3735.287354
	Iteration 63Q: 3 clusters Score -1.026464e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -10265072.000000 Penalty: 3735.287354
	Iteration 64Q: 3 clusters Score -1.026507e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -10265532.000000 Penalty: 3735.287354
	Iteration 65Q: 3 clusters Score -1.026553e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -10265861.000000 Penalty: 3735.287354
	Iteration 66Q: 3 clusters Score -1.026586e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -10266125.000000 Penalty: 3735.287354
	Iteration 67Q: 3 clusters Score -1.026612e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -10266356.000000 Penalty: 3735.287354
	Iteration 68Q: 3 clusters Score -1.026636e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -10266515.000000 Penalty: 3735.287354
	Iteration 69Q: 3 clusters Score -1.026652e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -10266667.000000 Penalty: 3735.287354
	Iteration 70Q: 3 clusters Score -1.026667e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -10266784.000000 Penalty: 3735.287354
	Iteration 71Q: 3 clusters Score -1.026678e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -10266864.000000 Penalty: 3735.287354
	Iteration 72Q: 3 clusters Score -1.026686e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -10266916.000000 Penalty: 3735.287354
	Iteration 73Q: 3 clusters Score -1.026692e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -10266975.000000 Penalty: 3735.287354
	Iteration 74Q: 3 clusters Score -1.026698e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -10267048.000000 Penalty: 3735.287354
	Iteration 75Q: 3 clusters Score -1.026705e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -10267086.000000 Penalty: 3735.287354
	Iteration 76Q: 3 clusters Score -1.026709e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -10267119.000000 Penalty: 3735.287354
	Iteration 77Q: 3 clusters Score -1.026712e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 96312 members 
Entering Unmasked Estep 
Score: -10267161.000000 Penalty: 3735.287354
	Iteration 78Q: 3 clusters Score -1.026716e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -10267187.000000 Penalty: 3735.287354
	Iteration 79Q: 3 clusters Score -1.026719e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -10267224.000000 Penalty: 3735.287354
	Iteration 80F: 3 clusters Score -1.026722e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -10267237.000000 Penalty: 3735.287354
	Iteration 81Q: 3 clusters Score -1.026724e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -10267255.000000 Penalty: 3735.287354
	Iteration 82Q: 3 clusters Score -1.026726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -10267263.000000 Penalty: 3735.287354
	Iteration 83Q: 3 clusters Score -1.026726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -10267261.000000 Penalty: 3735.287354
	Iteration 84Q: 3 clusters Score -1.026726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -10267272.000000 Penalty: 3735.287354
	Iteration 85Q: 3 clusters Score -1.026727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -10267272.000000 Penalty: 3735.287354
	Iteration 86Q: 3 clusters Score -1.026727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -10267280.000000 Penalty: 3735.287354
	Iteration 87Q: 3 clusters Score -1.026728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -10267284.000000 Penalty: 3735.287354
	Iteration 88Q: 3 clusters Score -1.026728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -10267291.000000 Penalty: 3735.287354
	Iteration 89Q: 3 clusters Score -1.026729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -10267299.000000 Penalty: 3735.287354
	Iteration 90Q: 3 clusters Score -1.02673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -10267304.000000 Penalty: 3735.287354
	Iteration 91Q: 3 clusters Score -1.02673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -10267297.000000 Penalty: 3735.287354
	Iteration 92Q: 3 clusters Score -1.02673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -10267294.000000 Penalty: 3735.287354
	Iteration 93Q: 3 clusters Score -1.026729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -10267298.000000 Penalty: 3735.287354
	Iteration 94Q: 3 clusters Score -1.02673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -10267302.000000 Penalty: 3735.287354
	Iteration 95Q: 3 clusters Score -1.02673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -10267298.000000 Penalty: 3735.287354
	Iteration 96Q: 3 clusters Score -1.02673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -10267311.000000 Penalty: 3735.287354
	Iteration 97Q: 3 clusters Score -1.026731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -10267311.000000 Penalty: 3735.287354
	Iteration 98Q: 3 clusters Score -1.026731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -10267311.000000 Penalty: 3735.287354
	Iteration 99Q: 3 clusters Score -1.026731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -10267316.000000 Penalty: 3735.287354
	Iteration 100F: 3 clusters Score -1.026732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -10267311.000000 Penalty: 3735.287354
	Iteration 101Q: 3 clusters Score -1.026731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -10267321.000000 Penalty: 3735.287354
	Iteration 102Q: 3 clusters Score -1.026732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -10267319.000000 Penalty: 3735.287354
	Iteration 103Q: 3 clusters Score -1.026732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -10267315.000000 Penalty: 3735.287354
	Iteration 104Q: 3 clusters Score -1.026732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -10267326.000000 Penalty: 3735.287354
	Iteration 105Q: 3 clusters Score -1.026733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -10267329.000000 Penalty: 3735.287354
	Iteration 106Q: 3 clusters Score -1.026733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -10267330.000000 Penalty: 3735.287354
	Iteration 107Q: 3 clusters Score -1.026733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -10267343.000000 Penalty: 3735.287354
	Iteration 108Q: 3 clusters Score -1.026734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -10267348.000000 Penalty: 3735.287354
	Iteration 109Q: 3 clusters Score -1.026735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -10267348.000000 Penalty: 3735.287354
	Iteration 110Q: 3 clusters Score -1.026735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -10267339.000000 Penalty: 3735.287354
	Iteration 111Q: 3 clusters Score -1.026734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -10267343.000000 Penalty: 3735.287354
	Iteration 112Q: 3 clusters Score -1.026734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -10267338.000000 Penalty: 3735.287354
	Iteration 113Q: 3 clusters Score -1.026734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -10267337.000000 Penalty: 3735.287354
	Iteration 114Q: 3 clusters Score -1.026734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -10267345.000000 Penalty: 3735.287354
	Iteration 115Q: 3 clusters Score -1.026734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -10267339.000000 Penalty: 3735.287354
	Iteration 116Q: 3 clusters Score -1.026734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -10267334.000000 Penalty: 3735.287354
	Iteration 117Q: 3 clusters Score -1.026733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -10267328.000000 Penalty: 3735.287354
	Iteration 118Q: 3 clusters Score -1.026733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -10267329.000000 Penalty: 3735.287354
	Iteration 119Q: 3 clusters Score -1.026733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -10267331.000000 Penalty: 3735.287354
	Iteration 120F: 3 clusters Score -1.026733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -10267330.000000 Penalty: 3735.287354
	Iteration 121Q: 3 clusters Score -1.026733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -10267330.000000 Penalty: 3735.287354
	Iteration 122F: 3 clusters Score -1.026733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 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 1501 members 
Entering Unmasked Estep 
Score: -302960.937500 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302960.9 nChanged 1178
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: -304024.343750 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -304024.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -304828.468750 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -304828.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -305379.906250 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -305379.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -305659.937500 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -305659.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -305803.343750 Penalty: 2610.728027
	Iteration 5Q: 3 clusters Score -305803.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -305872.218750 Penalty: 2610.728027
	Iteration 6Q: 3 clusters Score -305872.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -305906.156250 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305906.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -305953.312500 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305953.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -306000.593750 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -306000.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -306022.875000 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -306022.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -306062.281250 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -306062.3 nChanged 20
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: -306104.000000 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -306104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -306126.375000 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -306126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -306147.906250 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -306147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -306171.281250 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -306171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -306183.750000 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -306183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -306189.187500 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -306189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -306191.093750 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -306191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -306191.593750 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -306191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -306191.593750 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -306191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 2499 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 582 members 
Entering Unmasked Estep 
Score: -154067024.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067760.000000 to -154067024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -258687.562500 Penalty: 1291.382812
	Iteration 0F: 2 clusters Score -258687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -256097.718750 Penalty: 2582.765625
	Iteration 0F: 3 clusters Score -256097.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -256812.875000 Penalty: 2582.765625
	Iteration 1F: 3 clusters Score -256812.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -257034.140625 Penalty: 2582.765625
	Iteration 2F: 3 clusters Score -257034.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -257228.687500 Penalty: 2582.765625
	Iteration 3F: 3 clusters Score -257228.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -257377.921875 Penalty: 2582.765625
	Iteration 4F: 3 clusters Score -257377.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -257495.203125 Penalty: 2582.765625
	Iteration 5Q: 3 clusters Score -257495.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -257584.015625 Penalty: 2582.765625
	Iteration 6Q: 3 clusters Score -257584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -257656.500000 Penalty: 2582.765625
	Iteration 7Q: 3 clusters Score -257656.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257738.453125 Penalty: 2582.765625
	Iteration 8Q: 3 clusters Score -257738.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -257817.375000 Penalty: 2582.765625
	Iteration 9Q: 3 clusters Score -257817.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -257875.937500 Penalty: 2582.765625
	Iteration 10Q: 3 clusters Score -257875.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -257922.765625 Penalty: 2582.765625
	Iteration 11Q: 3 clusters Score -257922.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -257965.218750 Penalty: 2582.765625
	Iteration 12Q: 3 clusters Score -257965.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -258023.687500 Penalty: 2582.765625
	Iteration 13Q: 3 clusters Score -258023.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -258084.453125 Penalty: 2582.765625
	Iteration 14Q: 3 clusters Score -258084.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258147.828125 Penalty: 2582.765625
	Iteration 15Q: 3 clusters Score -258147.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -258233.187500 Penalty: 2582.765625
	Iteration 16Q: 3 clusters Score -258233.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258333.828125 Penalty: 2582.765625
	Iteration 17Q: 3 clusters Score -258333.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -258405.078125 Penalty: 2582.765625
	Iteration 18Q: 3 clusters Score -258405.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -258433.203125 Penalty: 2582.765625
	Iteration 19Q: 3 clusters Score -258433.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -258456.046875 Penalty: 2582.765625
	Iteration 20F: 3 clusters Score -258456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -258470.375000 Penalty: 2582.765625
	Iteration 21Q: 3 clusters Score -258470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -258477.562500 Penalty: 2582.765625
	Iteration 22Q: 3 clusters Score -258477.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -258483.968750 Penalty: 2582.765625
	Iteration 23Q: 3 clusters Score -258484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -258489.406250 Penalty: 2582.765625
	Iteration 24Q: 3 clusters Score -258489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -258492.796875 Penalty: 2582.765625
	Iteration 25Q: 3 clusters Score -258492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -258495.968750 Penalty: 2582.765625
	Iteration 26Q: 3 clusters Score -258496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -258499.390625 Penalty: 2582.765625
	Iteration 27Q: 3 clusters Score -258499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -258500.578125 Penalty: 2582.765625
	Iteration 28Q: 3 clusters Score -258500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258501.000000 Penalty: 2582.765625
	Iteration 29Q: 3 clusters Score -258501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -258501.046875 Penalty: 2582.765625
	Iteration 30Q: 3 clusters Score -258501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -258501.046875 Penalty: 2582.765625
	Iteration 31F: 3 clusters Score -258501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -168630.953125 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -168631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -166571.000000 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -166571 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -167143.171875 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -167143.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -167377.359375 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -167377.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -167606.390625 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -167606.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -167788.734375 Penalty: 2471.104736
	Iteration 4F: 3 clusters Score -167788.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -167921.625000 Penalty: 2471.104736
	Iteration 5F: 3 clusters Score -167921.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -168025.593750 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -168025.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -168103.875000 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -168103.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -168154.921875 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -168154.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -168173.171875 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -168173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -168190.218750 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -168190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -168197.437500 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -168197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -168199.281250 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -168199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -168201.515625 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -168201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -168203.453125 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -168203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -168206.421875 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -168206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -168209.125000 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -168209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -168211.468750 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -168211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -168212.640625 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -168212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -168213.218750 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -168213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -168214.109375 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -168214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -168215.734375 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -168215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -168220.328125 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -168220.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -168221.875000 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -168221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -168222.578125 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -168222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -168222.578125 Penalty: 2471.104736
	Iteration 25F: 3 clusters Score -168222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Entering Unmasked Estep 
Score: -737515.750000 Penalty: 1451.033325
	Iteration 0F: 2 clusters Score -737515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -731902.187500 Penalty: 2902.066650
	Iteration 0F: 3 clusters Score -731902.2 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -733767.500000 Penalty: 2902.066650
	Iteration 1F: 3 clusters Score -733767.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -734120.562500 Penalty: 2902.066650
	Iteration 2F: 3 clusters Score -734120.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -734430.812500 Penalty: 2902.066650
	Iteration 3F: 3 clusters Score -734430.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -734700.250000 Penalty: 2902.066650
	Iteration 4F: 3 clusters Score -734700.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -734892.000000 Penalty: 2902.066650
	Iteration 5Q: 3 clusters Score -734892 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -735035.562500 Penalty: 2902.066650
	Iteration 6Q: 3 clusters Score -735035.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -735143.375000 Penalty: 2902.066650
	Iteration 7Q: 3 clusters Score -735143.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -735230.062500 Penalty: 2902.066650
	Iteration 8Q: 3 clusters Score -735230.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -735315.687500 Penalty: 2902.066650
	Iteration 9Q: 3 clusters Score -735315.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -735400.812500 Penalty: 2902.066650
	Iteration 10Q: 3 clusters Score -735400.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -735476.000000 Penalty: 2902.066650
	Iteration 11Q: 3 clusters Score -735476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -735541.562500 Penalty: 2902.066650
	Iteration 12Q: 3 clusters Score -735541.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -735612.187500 Penalty: 2902.066650
	Iteration 13Q: 3 clusters Score -735612.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -735685.437500 Penalty: 2902.066650
	Iteration 14Q: 3 clusters Score -735685.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -735744.125000 Penalty: 2902.066650
	Iteration 15Q: 3 clusters Score -735744.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -735806.750000 Penalty: 2902.066650
	Iteration 16Q: 3 clusters Score -735806.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -735868.500000 Penalty: 2902.066650
	Iteration 17Q: 3 clusters Score -735868.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -735930.500000 Penalty: 2902.066650
	Iteration 18Q: 3 clusters Score -735930.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -735986.312500 Penalty: 2902.066650
	Iteration 19Q: 3 clusters Score -735986.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -736033.937500 Penalty: 2902.066650
	Iteration 20F: 3 clusters Score -736033.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -736074.937500 Penalty: 2902.066650
	Iteration 21Q: 3 clusters Score -736074.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -736126.937500 Penalty: 2902.066650
	Iteration 22Q: 3 clusters Score -736126.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -736162.625000 Penalty: 2902.066650
	Iteration 23Q: 3 clusters Score -736162.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -736185.375000 Penalty: 2902.066650
	Iteration 24Q: 3 clusters Score -736185.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -736212.812500 Penalty: 2902.066650
	Iteration 25Q: 3 clusters Score -736212.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -736227.375000 Penalty: 2902.066650
	Iteration 26Q: 3 clusters Score -736227.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -736237.187500 Penalty: 2902.066650
	Iteration 27Q: 3 clusters Score -736237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -736243.875000 Penalty: 2902.066650
	Iteration 28Q: 3 clusters Score -736243.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -736246.875000 Penalty: 2902.066650
	Iteration 29Q: 3 clusters Score -736246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -736252.625000 Penalty: 2902.066650
	Iteration 30Q: 3 clusters Score -736252.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -736255.000000 Penalty: 2902.066650
	Iteration 31Q: 3 clusters Score -736255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -736258.187500 Penalty: 2902.066650
	Iteration 32Q: 3 clusters Score -736258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -736260.750000 Penalty: 2902.066650
	Iteration 33Q: 3 clusters Score -736260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -736259.812500 Penalty: 2902.066650
	Iteration 34Q: 3 clusters Score -736259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -736264.875000 Penalty: 2902.066650
	Iteration 35Q: 3 clusters Score -736264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -736266.062500 Penalty: 2902.066650
	Iteration 36Q: 3 clusters Score -736266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -736271.062500 Penalty: 2902.066650
	Iteration 37Q: 3 clusters Score -736271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -736272.625000 Penalty: 2902.066650
	Iteration 38Q: 3 clusters Score -736272.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -736276.562500 Penalty: 2902.066650
	Iteration 39Q: 3 clusters Score -736276.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -736278.687500 Penalty: 2902.066650
	Iteration 40F: 3 clusters Score -736278.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -736281.500000 Penalty: 2902.066650
	Iteration 41Q: 3 clusters Score -736281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -736284.437500 Penalty: 2902.066650
	Iteration 42Q: 3 clusters Score -736284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -736286.812500 Penalty: 2902.066650
	Iteration 43Q: 3 clusters Score -736286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -736288.187500 Penalty: 2902.066650
	Iteration 44Q: 3 clusters Score -736288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -736288.437500 Penalty: 2902.066650
	Iteration 45Q: 3 clusters Score -736288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -736290.312500 Penalty: 2902.066650
	Iteration 46Q: 3 clusters Score -736290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -736290.125000 Penalty: 2902.066650
	Iteration 47Q: 3 clusters Score -736290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -736290.687500 Penalty: 2902.066650
	Iteration 48Q: 3 clusters Score -736290.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -736297.062500 Penalty: 2902.066650
	Iteration 49Q: 3 clusters Score -736297.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -736302.000000 Penalty: 2902.066650
	Iteration 50Q: 3 clusters Score -736302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -736306.625000 Penalty: 2902.066650
	Iteration 51Q: 3 clusters Score -736306.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -736310.312500 Penalty: 2902.066650
	Iteration 52Q: 3 clusters Score -736310.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -736315.187500 Penalty: 2902.066650
	Iteration 53Q: 3 clusters Score -736315.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -736320.812500 Penalty: 2902.066650
	Iteration 54Q: 3 clusters Score -736320.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -736328.250000 Penalty: 2902.066650
	Iteration 55Q: 3 clusters Score -736328.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -736334.375000 Penalty: 2902.066650
	Iteration 56Q: 3 clusters Score -736334.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -736337.500000 Penalty: 2902.066650
	Iteration 57Q: 3 clusters Score -736337.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -736343.187500 Penalty: 2902.066650
	Iteration 58Q: 3 clusters Score -736343.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -736350.000000 Penalty: 2902.066650
	Iteration 59Q: 3 clusters Score -736350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -736353.062500 Penalty: 2902.066650
	Iteration 60F: 3 clusters Score -736353.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -736358.875000 Penalty: 2902.066650
	Iteration 61Q: 3 clusters Score -736358.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -736362.187500 Penalty: 2902.066650
	Iteration 62Q: 3 clusters Score -736362.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -736365.375000 Penalty: 2902.066650
	Iteration 63Q: 3 clusters Score -736365.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -736368.750000 Penalty: 2902.066650
	Iteration 64Q: 3 clusters Score -736368.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -736377.500000 Penalty: 2902.066650
	Iteration 65Q: 3 clusters Score -736377.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -736380.562500 Penalty: 2902.066650
	Iteration 66Q: 3 clusters Score -736380.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -736387.062500 Penalty: 2902.066650
	Iteration 67Q: 3 clusters Score -736387.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -736393.687500 Penalty: 2902.066650
	Iteration 68Q: 3 clusters Score -736393.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -736398.062500 Penalty: 2902.066650
	Iteration 69Q: 3 clusters Score -736398.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -736403.312500 Penalty: 2902.066650
	Iteration 70Q: 3 clusters Score -736403.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -736411.375000 Penalty: 2902.066650
	Iteration 71Q: 3 clusters Score -736411.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -736421.187500 Penalty: 2902.066650
	Iteration 72Q: 3 clusters Score -736421.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -736425.500000 Penalty: 2902.066650
	Iteration 73Q: 3 clusters Score -736425.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -736429.562500 Penalty: 2902.066650
	Iteration 74Q: 3 clusters Score -736429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -736429.187500 Penalty: 2902.066650
	Iteration 75Q: 3 clusters Score -736429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -736430.000000 Penalty: 2902.066650
	Iteration 76Q: 3 clusters Score -736430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -736431.375000 Penalty: 2902.066650
	Iteration 77Q: 3 clusters Score -736431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -736433.000000 Penalty: 2902.066650
	Iteration 78Q: 3 clusters Score -736433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -736434.562500 Penalty: 2902.066650
	Iteration 79Q: 3 clusters Score -736434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -736433.812500 Penalty: 2902.066650
	Iteration 80F: 3 clusters Score -736433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -736435.312500 Penalty: 2902.066650
	Iteration 81Q: 3 clusters Score -736435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -736434.312500 Penalty: 2902.066650
	Iteration 82Q: 3 clusters Score -736434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -736436.437500 Penalty: 2902.066650
	Iteration 83Q: 3 clusters Score -736436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -736437.562500 Penalty: 2902.066650
	Iteration 84Q: 3 clusters Score -736437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -736438.875000 Penalty: 2902.066650
	Iteration 85Q: 3 clusters Score -736438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -736439.250000 Penalty: 2902.066650
	Iteration 86Q: 3 clusters Score -736439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -736438.187500 Penalty: 2902.066650
	Iteration 87Q: 3 clusters Score -736438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -736441.000000 Penalty: 2902.066650
	Iteration 88Q: 3 clusters Score -736441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -736439.687500 Penalty: 2902.066650
	Iteration 89Q: 3 clusters Score -736439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -736438.750000 Penalty: 2902.066650
	Iteration 90Q: 3 clusters Score -736438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -736438.750000 Penalty: 2902.066650
	Iteration 91F: 3 clusters Score -736438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -416793.656250 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -416793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -413084.187500 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -413084.2 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -414305.750000 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -414305.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -414965.031250 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -414965 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -415780.781250 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -415780.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -416401.875000 Penalty: 2742.961182
	Iteration 4F: 3 clusters Score -416401.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -416756.687500 Penalty: 2742.961182
	Iteration 5F: 3 clusters Score -416756.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -416943.687500 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -416943.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -417026.875000 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -417026.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -417062.500000 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -417062.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -417081.718750 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -417081.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -417093.093750 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -417093.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -417101.781250 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -417101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -417111.625000 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -417111.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -417123.187500 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -417123.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -417134.343750 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -417134.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -417141.750000 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -417141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -417146.000000 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -417146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417151.000000 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -417151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -417153.718750 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -417153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -417157.218750 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -417157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -417161.312500 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -417161.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -417165.593750 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -417165.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -417169.843750 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -417169.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -417177.250000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -417177.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -417180.187500 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -417180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -417182.093750 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -417182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -417182.562500 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -417182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -417183.187500 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -417183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -417184.500000 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -417184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -417184.812500 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -417184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -417184.812500 Penalty: 2742.961182
	Iteration 30F: 3 clusters Score -417184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 2014 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 2614 members 
Entering Unmasked Estep 
Score: -154066880.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067760.000000 to -154066880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Entering Unmasked Estep 
Score: -17737058.000000 Penalty: 1956.067749
	Iteration 0F: 2 clusters Score -1.773706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -17638974.000000 Penalty: 3912.135498
	Iteration 0F: 3 clusters Score -1.763897e+07 nChanged 81702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -17688838.000000 Penalty: 3912.135498
	Iteration 1F: 3 clusters Score -1.768884e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -17692706.000000 Penalty: 3912.135498
	Iteration 2F: 3 clusters Score -1.769271e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 116644 members 
Entering Unmasked Estep 
Score: -17699860.000000 Penalty: 3912.135498
	Iteration 3F: 3 clusters Score -1.769986e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 131290 members 
Entering Unmasked Estep 
Score: -17712266.000000 Penalty: 3912.135498
	Iteration 4F: 3 clusters Score -1.771227e+07 nChanged 15727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -17726224.000000 Penalty: 3912.135498
	Iteration 5F: 3 clusters Score -1.772622e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -17732010.000000 Penalty: 3912.135498
	Iteration 6F: 3 clusters Score -1.773201e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -17734250.000000 Penalty: 3912.135498
	Iteration 7Q: 3 clusters Score -1.773425e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 166983 members 
Entering Unmasked Estep 
Score: -17734966.000000 Penalty: 3912.135498
	Iteration 8Q: 3 clusters Score -1.773497e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 167892 members 
Entering Unmasked Estep 
Score: -17735264.000000 Penalty: 3912.135498
	Iteration 9Q: 3 clusters Score -1.773526e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 168224 members 
Entering Unmasked Estep 
Score: -17735426.000000 Penalty: 3912.135498
	Iteration 10Q: 3 clusters Score -1.773543e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -17735504.000000 Penalty: 3912.135498
	Iteration 11Q: 3 clusters Score -1.77355e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -17735564.000000 Penalty: 3912.135498
	Iteration 12Q: 3 clusters Score -1.773556e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 168483 members 
Entering Unmasked Estep 
Score: -17735586.000000 Penalty: 3912.135498
	Iteration 13Q: 3 clusters Score -1.773559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 168501 members 
Entering Unmasked Estep 
Score: -17735584.000000 Penalty: 3912.135498
	Iteration 14Q: 3 clusters Score -1.773558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 168511 members 
Entering Unmasked Estep 
Score: -17735576.000000 Penalty: 3912.135498
	Iteration 15Q: 3 clusters Score -1.773558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -17735570.000000 Penalty: 3912.135498
	Iteration 16Q: 3 clusters Score -1.773557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -17735592.000000 Penalty: 3912.135498
	Iteration 17Q: 3 clusters Score -1.773559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -17735594.000000 Penalty: 3912.135498
	Iteration 18Q: 3 clusters Score -1.773559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -17735596.000000 Penalty: 3912.135498
	Iteration 19Q: 3 clusters Score -1.77356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -17735594.000000 Penalty: 3912.135498
	Iteration 20F: 3 clusters Score -1.773559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -17735598.000000 Penalty: 3912.135498
	Iteration 21Q: 3 clusters Score -1.77356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -17735590.000000 Penalty: 3912.135498
	Iteration 22Q: 3 clusters Score -1.773559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -17735590.000000 Penalty: 3912.135498
	Iteration 23F: 3 clusters Score -1.773559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Entering Unmasked Estep 
Score: -1168033.375000 Penalty: 1519.772705
	Iteration 0F: 2 clusters Score -1168033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1159871.000000 Penalty: 3039.545410
	Iteration 0F: 3 clusters Score -1159871 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1162678.125000 Penalty: 3039.545410
	Iteration 1F: 3 clusters Score -1162678 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1162954.875000 Penalty: 3039.545410
	Iteration 2F: 3 clusters Score -1162955 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1163195.750000 Penalty: 3039.545410
	Iteration 3F: 3 clusters Score -1163196 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1163420.000000 Penalty: 3039.545410
	Iteration 4Q: 3 clusters Score -1163420 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1163656.875000 Penalty: 3039.545410
	Iteration 5Q: 3 clusters Score -1163657 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1163965.375000 Penalty: 3039.545410
	Iteration 6F: 3 clusters Score -1163965 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1164360.250000 Penalty: 3039.545410
	Iteration 7F: 3 clusters Score -1164360 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1164807.500000 Penalty: 3039.545410
	Iteration 8F: 3 clusters Score -1164808 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1165312.875000 Penalty: 3039.545410
	Iteration 9F: 3 clusters Score -1165313 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1165766.000000 Penalty: 3039.545410
	Iteration 10F: 3 clusters Score -1165766 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1166138.000000 Penalty: 3039.545410
	Iteration 11Q: 3 clusters Score -1166138 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1166409.375000 Penalty: 3039.545410
	Iteration 12Q: 3 clusters Score -1166409 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1166608.750000 Penalty: 3039.545410
	Iteration 13Q: 3 clusters Score -1166609 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1166767.125000 Penalty: 3039.545410
	Iteration 14Q: 3 clusters Score -1166767 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1166881.625000 Penalty: 3039.545410
	Iteration 15Q: 3 clusters Score -1166882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1166941.375000 Penalty: 3039.545410
	Iteration 16Q: 3 clusters Score -1166941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1166975.375000 Penalty: 3039.545410
	Iteration 17Q: 3 clusters Score -1166975 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1167006.125000 Penalty: 3039.545410
	Iteration 18Q: 3 clusters Score -1167006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1167022.000000 Penalty: 3039.545410
	Iteration 19Q: 3 clusters Score -1167022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1167044.375000 Penalty: 3039.545410
	Iteration 20F: 3 clusters Score -1167044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1167055.000000 Penalty: 3039.545410
	Iteration 21Q: 3 clusters Score -1167055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1167063.875000 Penalty: 3039.545410
	Iteration 22Q: 3 clusters Score -1167064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1167084.375000 Penalty: 3039.545410
	Iteration 23Q: 3 clusters Score -1167084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1167098.125000 Penalty: 3039.545410
	Iteration 24Q: 3 clusters Score -1167098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1167109.125000 Penalty: 3039.545410
	Iteration 25Q: 3 clusters Score -1167109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1167116.875000 Penalty: 3039.545410
	Iteration 26Q: 3 clusters Score -1167117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1167118.750000 Penalty: 3039.545410
	Iteration 27Q: 3 clusters Score -1167119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1167121.625000 Penalty: 3039.545410
	Iteration 28Q: 3 clusters Score -1167122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1167123.125000 Penalty: 3039.545410
	Iteration 29Q: 3 clusters Score -1167123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1167126.250000 Penalty: 3039.545410
	Iteration 30Q: 3 clusters Score -1167126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1167125.250000 Penalty: 3039.545410
	Iteration 31Q: 3 clusters Score -1167125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1167125.250000 Penalty: 3039.545410
	Iteration 32F: 3 clusters Score -1167125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224746.718750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -222409.031250 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222409 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -223087.234375 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -223087.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -223394.015625 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223630.718750 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223630.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223819.406250 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -223819.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -224044.468750 Penalty: 2522.013184
	Iteration 5F: 3 clusters Score -224044.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -224232.359375 Penalty: 2522.013184
	Iteration 6F: 3 clusters Score -224232.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -224350.359375 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -224350.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224461.843750 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -224461.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -224544.140625 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -224544.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -224574.265625 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -224574.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224595.015625 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -224595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224602.062500 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -224602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -224607.312500 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -224607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224608.921875 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -224608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224609.703125 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -224609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224609.703125 Penalty: 2522.013184
	Iteration 16F: 3 clusters Score -224609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Entering Unmasked Estep 
Score: -11692992.000000 Penalty: 1888.712524
	Iteration 0F: 2 clusters Score -1.169299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -11618549.000000 Penalty: 3777.425049
	Iteration 0F: 3 clusters Score -1.161855e+07 nChanged 53498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -11649751.000000 Penalty: 3777.425049
	Iteration 1F: 3 clusters Score -1.164975e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -11650658.000000 Penalty: 3777.425049
	Iteration 2Q: 3 clusters Score -1.165066e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -11652011.000000 Penalty: 3777.425049
	Iteration 3Q: 3 clusters Score -1.165201e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -11654044.000000 Penalty: 3777.425049
	Iteration 4Q: 3 clusters Score -1.165404e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -11657015.000000 Penalty: 3777.425049
	Iteration 5Q: 3 clusters Score -1.165702e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -11661240.000000 Penalty: 3777.425049
	Iteration 6F: 3 clusters Score -1.166124e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -11666235.000000 Penalty: 3777.425049
	Iteration 7F: 3 clusters Score -1.166624e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -11671252.000000 Penalty: 3777.425049
	Iteration 8F: 3 clusters Score -1.167125e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -11675100.000000 Penalty: 3777.425049
	Iteration 9F: 3 clusters Score -1.16751e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -11677790.000000 Penalty: 3777.425049
	Iteration 10Q: 3 clusters Score -1.167779e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -11679586.000000 Penalty: 3777.425049
	Iteration 11Q: 3 clusters Score -1.167959e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -11680677.000000 Penalty: 3777.425049
	Iteration 12Q: 3 clusters Score -1.168068e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -11681710.000000 Penalty: 3777.425049
	Iteration 13Q: 3 clusters Score -1.168171e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -11682618.000000 Penalty: 3777.425049
	Iteration 14Q: 3 clusters Score -1.168262e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -11683413.000000 Penalty: 3777.425049
	Iteration 15Q: 3 clusters Score -1.168341e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 94247 members 
Entering Unmasked Estep 
Score: -11684296.000000 Penalty: 3777.425049
	Iteration 16Q: 3 clusters Score -1.16843e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -11685283.000000 Penalty: 3777.425049
	Iteration 17Q: 3 clusters Score -1.168528e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -11686039.000000 Penalty: 3777.425049
	Iteration 18Q: 3 clusters Score -1.168604e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -11686748.000000 Penalty: 3777.425049
	Iteration 19Q: 3 clusters Score -1.168675e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -11687531.000000 Penalty: 3777.425049
	Iteration 20F: 3 clusters Score -1.168753e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -11688255.000000 Penalty: 3777.425049
	Iteration 21Q: 3 clusters Score -1.168826e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -11688909.000000 Penalty: 3777.425049
	Iteration 22Q: 3 clusters Score -1.168891e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -11689450.000000 Penalty: 3777.425049
	Iteration 23Q: 3 clusters Score -1.168945e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -11689885.000000 Penalty: 3777.425049
	Iteration 24Q: 3 clusters Score -1.168988e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -11690180.000000 Penalty: 3777.425049
	Iteration 25Q: 3 clusters Score -1.169018e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -11690473.000000 Penalty: 3777.425049
	Iteration 26Q: 3 clusters Score -1.169047e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -11690700.000000 Penalty: 3777.425049
	Iteration 27Q: 3 clusters Score -1.16907e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -11690859.000000 Penalty: 3777.425049
	Iteration 28Q: 3 clusters Score -1.169086e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 109840 members 
Entering Unmasked Estep 
Score: -11691037.000000 Penalty: 3777.425049
	Iteration 29Q: 3 clusters Score -1.169104e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -11691105.000000 Penalty: 3777.425049
	Iteration 30Q: 3 clusters Score -1.16911e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -11691161.000000 Penalty: 3777.425049
	Iteration 31Q: 3 clusters Score -1.169116e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -11691211.000000 Penalty: 3777.425049
	Iteration 32Q: 3 clusters Score -1.169121e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -11691257.000000 Penalty: 3777.425049
	Iteration 33Q: 3 clusters Score -1.169126e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -11691267.000000 Penalty: 3777.425049
	Iteration 34Q: 3 clusters Score -1.169127e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -11691295.000000 Penalty: 3777.425049
	Iteration 35Q: 3 clusters Score -1.16913e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -11691315.000000 Penalty: 3777.425049
	Iteration 36Q: 3 clusters Score -1.169132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -11691347.000000 Penalty: 3777.425049
	Iteration 37Q: 3 clusters Score -1.169135e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -11691342.000000 Penalty: 3777.425049
	Iteration 38Q: 3 clusters Score -1.169134e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -11691367.000000 Penalty: 3777.425049
	Iteration 39Q: 3 clusters Score -1.169137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -11691380.000000 Penalty: 3777.425049
	Iteration 40F: 3 clusters Score -1.169138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -11691398.000000 Penalty: 3777.425049
	Iteration 41Q: 3 clusters Score -1.16914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -11691412.000000 Penalty: 3777.425049
	Iteration 42Q: 3 clusters Score -1.169141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 110860 members 
Entering Unmasked Estep 
Score: -11691414.000000 Penalty: 3777.425049
	Iteration 43Q: 3 clusters Score -1.169141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -11691425.000000 Penalty: 3777.425049
	Iteration 44Q: 3 clusters Score -1.169142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -11691430.000000 Penalty: 3777.425049
	Iteration 45Q: 3 clusters Score -1.169143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -11691452.000000 Penalty: 3777.425049
	Iteration 46Q: 3 clusters Score -1.169145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -11691452.000000 Penalty: 3777.425049
	Iteration 47Q: 3 clusters Score -1.169145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -11691456.000000 Penalty: 3777.425049
	Iteration 48Q: 3 clusters Score -1.169146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -11691457.000000 Penalty: 3777.425049
	Iteration 49Q: 3 clusters Score -1.169146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -11691452.000000 Penalty: 3777.425049
	Iteration 50Q: 3 clusters Score -1.169145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -11691458.000000 Penalty: 3777.425049
	Iteration 51Q: 3 clusters Score -1.169146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -11691459.000000 Penalty: 3777.425049
	Iteration 52Q: 3 clusters Score -1.169146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -11691474.000000 Penalty: 3777.425049
	Iteration 53Q: 3 clusters Score -1.169147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -11691467.000000 Penalty: 3777.425049
	Iteration 54Q: 3 clusters Score -1.169147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -11691465.000000 Penalty: 3777.425049
	Iteration 55Q: 3 clusters Score -1.169146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -11691475.000000 Penalty: 3777.425049
	Iteration 56Q: 3 clusters Score -1.169148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -11691485.000000 Penalty: 3777.425049
	Iteration 57Q: 3 clusters Score -1.169148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -11691492.000000 Penalty: 3777.425049
	Iteration 58Q: 3 clusters Score -1.169149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -11691499.000000 Penalty: 3777.425049
	Iteration 59Q: 3 clusters Score -1.16915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -11691494.000000 Penalty: 3777.425049
	Iteration 60F: 3 clusters Score -1.169149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 110977 members 
Entering Unmasked Estep 
Score: -11691495.000000 Penalty: 3777.425049
	Iteration 61Q: 3 clusters Score -1.16915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -11691501.000000 Penalty: 3777.425049
	Iteration 62Q: 3 clusters Score -1.16915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -11691496.000000 Penalty: 3777.425049
	Iteration 63Q: 3 clusters Score -1.16915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -11691505.000000 Penalty: 3777.425049
	Iteration 64Q: 3 clusters Score -1.16915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -11691508.000000 Penalty: 3777.425049
	Iteration 65Q: 3 clusters Score -1.169151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -11691501.000000 Penalty: 3777.425049
	Iteration 66Q: 3 clusters Score -1.16915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -11691504.000000 Penalty: 3777.425049
	Iteration 67Q: 3 clusters Score -1.16915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -11691515.000000 Penalty: 3777.425049
	Iteration 68Q: 3 clusters Score -1.169152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -11691517.000000 Penalty: 3777.425049
	Iteration 69Q: 3 clusters Score -1.169152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -11691517.000000 Penalty: 3777.425049
	Iteration 70F: 3 clusters Score -1.169152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125802.453125 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125802.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126099.007812 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -126172.828125 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126172.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126201.765625 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126220.921875 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126220.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126236.250000 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126243.640625 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126251.890625 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126254.460938 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126255.937500 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126256.859375 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126258.593750 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126259.335938 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126259.335938 Penalty: 2324.232666
	Iteration 13F: 3 clusters Score -126259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -768627.750000 Penalty: 1452.724487
	Iteration 0F: 2 clusters Score -768627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -762969.312500 Penalty: 2905.448975
	Iteration 0F: 3 clusters Score -762969.3 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -764900.062500 Penalty: 2905.448975
	Iteration 1F: 3 clusters Score -764900.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -765224.250000 Penalty: 2905.448975
	Iteration 2F: 3 clusters Score -765224.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -765425.812500 Penalty: 2905.448975
	Iteration 3F: 3 clusters Score -765425.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -765599.937500 Penalty: 2905.448975
	Iteration 4Q: 3 clusters Score -765599.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -765709.812500 Penalty: 2905.448975
	Iteration 5Q: 3 clusters Score -765709.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -765815.500000 Penalty: 2905.448975
	Iteration 6Q: 3 clusters Score -765815.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -765928.062500 Penalty: 2905.448975
	Iteration 7Q: 3 clusters Score -765928.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -766057.187500 Penalty: 2905.448975
	Iteration 8Q: 3 clusters Score -766057.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -766213.500000 Penalty: 2905.448975
	Iteration 9Q: 3 clusters Score -766213.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -766381.750000 Penalty: 2905.448975
	Iteration 10Q: 3 clusters Score -766381.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -766561.500000 Penalty: 2905.448975
	Iteration 11Q: 3 clusters Score -766561.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -766740.937500 Penalty: 2905.448975
	Iteration 12Q: 3 clusters Score -766740.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -766941.562500 Penalty: 2905.448975
	Iteration 13Q: 3 clusters Score -766941.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -767148.187500 Penalty: 2905.448975
	Iteration 14Q: 3 clusters Score -767148.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -767339.812500 Penalty: 2905.448975
	Iteration 15Q: 3 clusters Score -767339.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -767510.250000 Penalty: 2905.448975
	Iteration 16Q: 3 clusters Score -767510.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -767624.687500 Penalty: 2905.448975
	Iteration 17Q: 3 clusters Score -767624.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -767692.125000 Penalty: 2905.448975
	Iteration 18Q: 3 clusters Score -767692.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -767734.562500 Penalty: 2905.448975
	Iteration 19Q: 3 clusters Score -767734.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -767763.000000 Penalty: 2905.448975
	Iteration 20F: 3 clusters Score -767763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -767784.562500 Penalty: 2905.448975
	Iteration 21Q: 3 clusters Score -767784.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -767809.187500 Penalty: 2905.448975
	Iteration 22Q: 3 clusters Score -767809.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -767822.312500 Penalty: 2905.448975
	Iteration 23Q: 3 clusters Score -767822.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -767831.125000 Penalty: 2905.448975
	Iteration 24Q: 3 clusters Score -767831.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -767834.562500 Penalty: 2905.448975
	Iteration 25Q: 3 clusters Score -767834.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -767840.125000 Penalty: 2905.448975
	Iteration 26Q: 3 clusters Score -767840.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -767844.437500 Penalty: 2905.448975
	Iteration 27Q: 3 clusters Score -767844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -767847.625000 Penalty: 2905.448975
	Iteration 28Q: 3 clusters Score -767847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -767849.687500 Penalty: 2905.448975
	Iteration 29Q: 3 clusters Score -767849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -767849.812500 Penalty: 2905.448975
	Iteration 30Q: 3 clusters Score -767849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -767851.375000 Penalty: 2905.448975
	Iteration 31Q: 3 clusters Score -767851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -767851.937500 Penalty: 2905.448975
	Iteration 32Q: 3 clusters Score -767851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -767853.875000 Penalty: 2905.448975
	Iteration 33Q: 3 clusters Score -767853.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -767854.812500 Penalty: 2905.448975
	Iteration 34Q: 3 clusters Score -767854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -767855.375000 Penalty: 2905.448975
	Iteration 35Q: 3 clusters Score -767855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -767858.375000 Penalty: 2905.448975
	Iteration 36Q: 3 clusters Score -767858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -767858.750000 Penalty: 2905.448975
	Iteration 37Q: 3 clusters Score -767858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -767858.625000 Penalty: 2905.448975
	Iteration 38Q: 3 clusters Score -767858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -767858.375000 Penalty: 2905.448975
	Iteration 39Q: 3 clusters Score -767858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -767858.687500 Penalty: 2905.448975
	Iteration 40F: 3 clusters Score -767858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -767860.125000 Penalty: 2905.448975
	Iteration 41Q: 3 clusters Score -767860.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -767860.125000 Penalty: 2905.448975
	Iteration 42F: 3 clusters Score -767860.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Entering Unmasked Estep 
Score: -2793998.250000 Penalty: 1670.968384
	Iteration 0F: 2 clusters Score -2793998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2774187.500000 Penalty: 3341.936768
	Iteration 0F: 3 clusters Score -2774188 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2782082.750000 Penalty: 3341.936768
	Iteration 1F: 3 clusters Score -2782083 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2782907.500000 Penalty: 3341.936768
	Iteration 2F: 3 clusters Score -2782908 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2783800.000000 Penalty: 3341.936768
	Iteration 3F: 3 clusters Score -2783800 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2784721.000000 Penalty: 3341.936768
	Iteration 4F: 3 clusters Score -2784721 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2785685.750000 Penalty: 3341.936768
	Iteration 5F: 3 clusters Score -2785686 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2786575.750000 Penalty: 3341.936768
	Iteration 6F: 3 clusters Score -2786576 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2787258.750000 Penalty: 3341.936768
	Iteration 7F: 3 clusters Score -2787259 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2787799.750000 Penalty: 3341.936768
	Iteration 8Q: 3 clusters Score -2787800 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2788282.000000 Penalty: 3341.936768
	Iteration 9Q: 3 clusters Score -2788282 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2788739.750000 Penalty: 3341.936768
	Iteration 10Q: 3 clusters Score -2788740 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2789157.000000 Penalty: 3341.936768
	Iteration 11Q: 3 clusters Score -2789157 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2789581.500000 Penalty: 3341.936768
	Iteration 12Q: 3 clusters Score -2789582 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2790003.750000 Penalty: 3341.936768
	Iteration 13Q: 3 clusters Score -2790004 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2790472.000000 Penalty: 3341.936768
	Iteration 14Q: 3 clusters Score -2790472 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2790938.250000 Penalty: 3341.936768
	Iteration 15Q: 3 clusters Score -2790938 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2791324.000000 Penalty: 3341.936768
	Iteration 16Q: 3 clusters Score -2791324 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2791604.000000 Penalty: 3341.936768
	Iteration 17Q: 3 clusters Score -2791604 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2791785.000000 Penalty: 3341.936768
	Iteration 18Q: 3 clusters Score -2791785 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2791871.500000 Penalty: 3341.936768
	Iteration 19Q: 3 clusters Score -2791872 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2791931.250000 Penalty: 3341.936768
	Iteration 20F: 3 clusters Score -2791931 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2791975.500000 Penalty: 3341.936768
	Iteration 21Q: 3 clusters Score -2791976 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2791994.000000 Penalty: 3341.936768
	Iteration 22Q: 3 clusters Score -2791994 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2791999.750000 Penalty: 3341.936768
	Iteration 23Q: 3 clusters Score -2792000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2792009.750000 Penalty: 3341.936768
	Iteration 24Q: 3 clusters Score -2792010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2792022.250000 Penalty: 3341.936768
	Iteration 25Q: 3 clusters Score -2792022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2792034.250000 Penalty: 3341.936768
	Iteration 26Q: 3 clusters Score -2792034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2792041.500000 Penalty: 3341.936768
	Iteration 27Q: 3 clusters Score -2792042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2792048.750000 Penalty: 3341.936768
	Iteration 28Q: 3 clusters Score -2792049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2792056.500000 Penalty: 3341.936768
	Iteration 29Q: 3 clusters Score -2792056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2792059.500000 Penalty: 3341.936768
	Iteration 30Q: 3 clusters Score -2792060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2792060.750000 Penalty: 3341.936768
	Iteration 31Q: 3 clusters Score -2792061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2792070.750000 Penalty: 3341.936768
	Iteration 32Q: 3 clusters Score -2792071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2792078.500000 Penalty: 3341.936768
	Iteration 33Q: 3 clusters Score -2792078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2792081.000000 Penalty: 3341.936768
	Iteration 34Q: 3 clusters Score -2792081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2792077.250000 Penalty: 3341.936768
	Iteration 35Q: 3 clusters Score -2792077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2792083.000000 Penalty: 3341.936768
	Iteration 36Q: 3 clusters Score -2792083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2792093.250000 Penalty: 3341.936768
	Iteration 37Q: 3 clusters Score -2792093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2792093.250000 Penalty: 3341.936768
	Iteration 38Q: 3 clusters Score -2792093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2792098.250000 Penalty: 3341.936768
	Iteration 39Q: 3 clusters Score -2792098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2792102.500000 Penalty: 3341.936768
	Iteration 40F: 3 clusters Score -2792102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2792097.500000 Penalty: 3341.936768
	Iteration 41Q: 3 clusters Score -2792098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2792098.500000 Penalty: 3341.936768
	Iteration 42Q: 3 clusters Score -2792098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2792092.250000 Penalty: 3341.936768
	Iteration 43Q: 3 clusters Score -2792092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2792096.750000 Penalty: 3341.936768
	Iteration 44Q: 3 clusters Score -2792097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2792097.500000 Penalty: 3341.936768
	Iteration 45Q: 3 clusters Score -2792098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2792099.000000 Penalty: 3341.936768
	Iteration 46Q: 3 clusters Score -2792099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2792100.250000 Penalty: 3341.936768
	Iteration 47Q: 3 clusters Score -2792100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2792101.750000 Penalty: 3341.936768
	Iteration 48Q: 3 clusters Score -2792102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2792104.000000 Penalty: 3341.936768
	Iteration 49Q: 3 clusters Score -2792104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2792100.000000 Penalty: 3341.936768
	Iteration 50Q: 3 clusters Score -2792100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2792108.500000 Penalty: 3341.936768
	Iteration 51Q: 3 clusters Score -2792108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2792104.750000 Penalty: 3341.936768
	Iteration 52Q: 3 clusters Score -2792105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2792106.250000 Penalty: 3341.936768
	Iteration 53Q: 3 clusters Score -2792106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2792108.000000 Penalty: 3341.936768
	Iteration 54Q: 3 clusters Score -2792108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2792104.500000 Penalty: 3341.936768
	Iteration 55Q: 3 clusters Score -2792104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2792109.750000 Penalty: 3341.936768
	Iteration 56Q: 3 clusters Score -2792110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2792112.000000 Penalty: 3341.936768
	Iteration 57Q: 3 clusters Score -2792112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2792111.000000 Penalty: 3341.936768
	Iteration 58Q: 3 clusters Score -2792111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2792114.250000 Penalty: 3341.936768
	Iteration 59Q: 3 clusters Score -2792114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2792113.750000 Penalty: 3341.936768
	Iteration 60F: 3 clusters Score -2792114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -180214.421875 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -180214.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -178168.453125 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -178168.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178636.375000 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -178636.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -178751.281250 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -178751.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -178829.375000 Penalty: 2459.387207
	Iteration 3F: 3 clusters Score -178829.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -178881.953125 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -178882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -178920.546875 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -178920.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -178968.078125 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -178968.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179013.968750 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -179014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179079.359375 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -179079.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -179147.531250 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -179147.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179186.531250 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -179186.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -179218.515625 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -179218.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -179239.125000 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -179239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -179260.562500 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -179260.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179281.546875 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -179281.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -179291.343750 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -179291.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -179296.140625 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -179296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -179302.921875 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -179302.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -179310.593750 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -179310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179316.281250 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -179316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -179324.453125 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -179324.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -179332.921875 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -179332.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -179340.703125 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -179340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -179346.015625 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -179346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -179353.109375 Penalty: 2459.387207
	Iteration 24Q: 3 clusters Score -179353.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -179362.046875 Penalty: 2459.387207
	Iteration 25Q: 3 clusters Score -179362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -179368.281250 Penalty: 2459.387207
	Iteration 26Q: 3 clusters Score -179368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -179372.984375 Penalty: 2459.387207
	Iteration 27Q: 3 clusters Score -179373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179376.656250 Penalty: 2459.387207
	Iteration 28Q: 3 clusters Score -179376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -179379.593750 Penalty: 2459.387207
	Iteration 29Q: 3 clusters Score -179379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -179382.203125 Penalty: 2459.387207
	Iteration 30Q: 3 clusters Score -179382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -179385.500000 Penalty: 2459.387207
	Iteration 31Q: 3 clusters Score -179385.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -179395.031250 Penalty: 2459.387207
	Iteration 32Q: 3 clusters Score -179395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -179404.484375 Penalty: 2459.387207
	Iteration 33Q: 3 clusters Score -179404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -179411.062500 Penalty: 2459.387207
	Iteration 34Q: 3 clusters Score -179411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -179414.812500 Penalty: 2459.387207
	Iteration 35Q: 3 clusters Score -179414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -179417.484375 Penalty: 2459.387207
	Iteration 36Q: 3 clusters Score -179417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -179418.843750 Penalty: 2459.387207
	Iteration 37Q: 3 clusters Score -179418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -179420.359375 Penalty: 2459.387207
	Iteration 38Q: 3 clusters Score -179420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -179421.203125 Penalty: 2459.387207
	Iteration 39Q: 3 clusters Score -179421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -179421.203125 Penalty: 2459.387207
	Iteration 40F: 3 clusters Score -179421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -1701758.750000 Penalty: 1583.346436
	Iteration 0F: 2 clusters Score -1701759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1690095.750000 Penalty: 3166.692871
	Iteration 0F: 3 clusters Score -1690096 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1694641.000000 Penalty: 3166.692871
	Iteration 1F: 3 clusters Score -1694641 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1695375.250000 Penalty: 3166.692871
	Iteration 2F: 3 clusters Score -1695375 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1696226.500000 Penalty: 3166.692871
	Iteration 3F: 3 clusters Score -1696226 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1697251.250000 Penalty: 3166.692871
	Iteration 4F: 3 clusters Score -1697251 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1698376.000000 Penalty: 3166.692871
	Iteration 5F: 3 clusters Score -1698376 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1699412.625000 Penalty: 3166.692871
	Iteration 6F: 3 clusters Score -1699413 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1700097.375000 Penalty: 3166.692871
	Iteration 7F: 3 clusters Score -1700097 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1700473.750000 Penalty: 3166.692871
	Iteration 8Q: 3 clusters Score -1700474 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1700643.250000 Penalty: 3166.692871
	Iteration 9Q: 3 clusters Score -1700643 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1700715.625000 Penalty: 3166.692871
	Iteration 10Q: 3 clusters Score -1700716 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1700763.125000 Penalty: 3166.692871
	Iteration 11Q: 3 clusters Score -1700763 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1700785.250000 Penalty: 3166.692871
	Iteration 12Q: 3 clusters Score -1700785 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1700805.375000 Penalty: 3166.692871
	Iteration 13Q: 3 clusters Score -1700805 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1700829.500000 Penalty: 3166.692871
	Iteration 14Q: 3 clusters Score -1700830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1700840.625000 Penalty: 3166.692871
	Iteration 15Q: 3 clusters Score -1700841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1700849.000000 Penalty: 3166.692871
	Iteration 16Q: 3 clusters Score -1700849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1700856.750000 Penalty: 3166.692871
	Iteration 17Q: 3 clusters Score -1700857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1700863.000000 Penalty: 3166.692871
	Iteration 18Q: 3 clusters Score -1700863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1700870.625000 Penalty: 3166.692871
	Iteration 19Q: 3 clusters Score -1700871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1700867.250000 Penalty: 3166.692871
	Iteration 20F: 3 clusters Score -1700867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1700875.125000 Penalty: 3166.692871
	Iteration 21Q: 3 clusters Score -1700875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1700879.125000 Penalty: 3166.692871
	Iteration 22Q: 3 clusters Score -1700879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1700882.250000 Penalty: 3166.692871
	Iteration 23Q: 3 clusters Score -1700882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1700886.375000 Penalty: 3166.692871
	Iteration 24Q: 3 clusters Score -1700886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1700890.625000 Penalty: 3166.692871
	Iteration 25Q: 3 clusters Score -1700891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1700897.750000 Penalty: 3166.692871
	Iteration 26Q: 3 clusters Score -1700898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1700893.875000 Penalty: 3166.692871
	Iteration 27Q: 3 clusters Score -1700894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1700897.125000 Penalty: 3166.692871
	Iteration 28Q: 3 clusters Score -1700897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1700905.375000 Penalty: 3166.692871
	Iteration 29Q: 3 clusters Score -1700905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1700911.125000 Penalty: 3166.692871
	Iteration 30Q: 3 clusters Score -1700911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1700922.625000 Penalty: 3166.692871
	Iteration 31Q: 3 clusters Score -1700923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1700928.750000 Penalty: 3166.692871
	Iteration 32Q: 3 clusters Score -1700929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1700934.375000 Penalty: 3166.692871
	Iteration 33Q: 3 clusters Score -1700934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1700935.375000 Penalty: 3166.692871
	Iteration 34Q: 3 clusters Score -1700935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1700940.250000 Penalty: 3166.692871
	Iteration 35Q: 3 clusters Score -1700940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1700945.375000 Penalty: 3166.692871
	Iteration 36Q: 3 clusters Score -1700945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1700944.000000 Penalty: 3166.692871
	Iteration 37Q: 3 clusters Score -1700944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1700946.625000 Penalty: 3166.692871
	Iteration 38Q: 3 clusters Score -1700947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1700944.625000 Penalty: 3166.692871
	Iteration 39Q: 3 clusters Score -1700945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1700948.125000 Penalty: 3166.692871
	Iteration 40F: 3 clusters Score -1700948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1700950.875000 Penalty: 3166.692871
	Iteration 41Q: 3 clusters Score -1700951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1700954.125000 Penalty: 3166.692871
	Iteration 42Q: 3 clusters Score -1700954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1700959.000000 Penalty: 3166.692871
	Iteration 43Q: 3 clusters Score -1700959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1700964.000000 Penalty: 3166.692871
	Iteration 44Q: 3 clusters Score -1700964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1700968.625000 Penalty: 3166.692871
	Iteration 45Q: 3 clusters Score -1700969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1700973.125000 Penalty: 3166.692871
	Iteration 46Q: 3 clusters Score -1700973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1700985.375000 Penalty: 3166.692871
	Iteration 47Q: 3 clusters Score -1700985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1700989.375000 Penalty: 3166.692871
	Iteration 48Q: 3 clusters Score -1700989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1700995.625000 Penalty: 3166.692871
	Iteration 49Q: 3 clusters Score -1700996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1701012.750000 Penalty: 3166.692871
	Iteration 50Q: 3 clusters Score -1701013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1701016.875000 Penalty: 3166.692871
	Iteration 51Q: 3 clusters Score -1701017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1701034.125000 Penalty: 3166.692871
	Iteration 52Q: 3 clusters Score -1701034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1701047.500000 Penalty: 3166.692871
	Iteration 53Q: 3 clusters Score -1701048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1701053.500000 Penalty: 3166.692871
	Iteration 54Q: 3 clusters Score -1701054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1701062.500000 Penalty: 3166.692871
	Iteration 55Q: 3 clusters Score -1701062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1701075.875000 Penalty: 3166.692871
	Iteration 56Q: 3 clusters Score -1701076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1701081.125000 Penalty: 3166.692871
	Iteration 57Q: 3 clusters Score -1701081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1701091.250000 Penalty: 3166.692871
	Iteration 58Q: 3 clusters Score -1701091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1701098.375000 Penalty: 3166.692871
	Iteration 59Q: 3 clusters Score -1701098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1701106.000000 Penalty: 3166.692871
	Iteration 60F: 3 clusters Score -1701106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1701112.500000 Penalty: 3166.692871
	Iteration 61Q: 3 clusters Score -1701112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1701116.000000 Penalty: 3166.692871
	Iteration 62Q: 3 clusters Score -1701116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1701127.000000 Penalty: 3166.692871
	Iteration 63Q: 3 clusters Score -1701127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1701132.375000 Penalty: 3166.692871
	Iteration 64Q: 3 clusters Score -1701132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1701142.375000 Penalty: 3166.692871
	Iteration 65Q: 3 clusters Score -1701142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1701146.250000 Penalty: 3166.692871
	Iteration 66Q: 3 clusters Score -1701146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1701149.250000 Penalty: 3166.692871
	Iteration 67Q: 3 clusters Score -1701149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1701160.750000 Penalty: 3166.692871
	Iteration 68Q: 3 clusters Score -1701161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1701157.750000 Penalty: 3166.692871
	Iteration 69Q: 3 clusters Score -1701158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1701166.500000 Penalty: 3166.692871
	Iteration 70Q: 3 clusters Score -1701166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1701173.625000 Penalty: 3166.692871
	Iteration 71Q: 3 clusters Score -1701174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1701181.125000 Penalty: 3166.692871
	Iteration 72Q: 3 clusters Score -1701181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1701186.125000 Penalty: 3166.692871
	Iteration 73Q: 3 clusters Score -1701186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1701188.125000 Penalty: 3166.692871
	Iteration 74Q: 3 clusters Score -1701188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1701196.375000 Penalty: 3166.692871
	Iteration 75Q: 3 clusters Score -1701196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1701196.750000 Penalty: 3166.692871
	Iteration 76Q: 3 clusters Score -1701197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1701203.125000 Penalty: 3166.692871
	Iteration 77Q: 3 clusters Score -1701203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1701205.750000 Penalty: 3166.692871
	Iteration 78Q: 3 clusters Score -1701206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1701206.500000 Penalty: 3166.692871
	Iteration 79Q: 3 clusters Score -1701206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1701210.125000 Penalty: 3166.692871
	Iteration 80F: 3 clusters Score -1701210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1701211.875000 Penalty: 3166.692871
	Iteration 81Q: 3 clusters Score -1701212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1701219.875000 Penalty: 3166.692871
	Iteration 82Q: 3 clusters Score -1701220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1701226.000000 Penalty: 3166.692871
	Iteration 83Q: 3 clusters Score -1701226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1701226.875000 Penalty: 3166.692871
	Iteration 84Q: 3 clusters Score -1701227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1701230.625000 Penalty: 3166.692871
	Iteration 85Q: 3 clusters Score -1701231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1701237.750000 Penalty: 3166.692871
	Iteration 86Q: 3 clusters Score -1701238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1701242.625000 Penalty: 3166.692871
	Iteration 87Q: 3 clusters Score -1701243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1701243.375000 Penalty: 3166.692871
	Iteration 88Q: 3 clusters Score -1701243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1701246 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1701247 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1701244 nChanged 28
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Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1701246 nChanged 27
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Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1701252 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1701255 nChanged 28
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Mstep: Class 1 contains 12023 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1701264 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1701264 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1701268 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1701276 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1701279 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1701281 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1701291 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1701299 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1701305 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1701314 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1701317 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1701325 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1701332 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1701338 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1701343 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1701350 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1701357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1701358 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1701375 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1701383 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1701395 nChanged 83
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Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1701416 nChanged 82
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Mstep: Class 1 contains 12478 members 
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	Iteration 117Q: 3 clusters Score -1701430 nChanged 86
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Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1701449 nChanged 82
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Mstep: Class 1 contains 12538 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1701461 nChanged 76
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Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1701474 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1701497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1701505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1701525.000000 Penalty: 3166.692871
	Iteration 123Q: 3 clusters Score -1701525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1701539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1701556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1701570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1701583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1701595.000000 Penalty: 3166.692871
	Iteration 128Q: 3 clusters Score -1701595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1701596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1701604.000000 Penalty: 3166.692871
	Iteration 130Q: 3 clusters Score -1701604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1701619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1701625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1701637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1701646.750000 Penalty: 3166.692871
	Iteration 134Q: 3 clusters Score -1701647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1701649.875000 Penalty: 3166.692871
	Iteration 135Q: 3 clusters Score -1701650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1701651.750000 Penalty: 3166.692871
	Iteration 136Q: 3 clusters Score -1701652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1701659.125000 Penalty: 3166.692871
	Iteration 137Q: 3 clusters Score -1701659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1701660.250000 Penalty: 3166.692871
	Iteration 138Q: 3 clusters Score -1701660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1701665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1701666.500000 Penalty: 3166.692871
	Iteration 140F: 3 clusters Score -1701666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1701668.125000 Penalty: 3166.692871
	Iteration 141Q: 3 clusters Score -1701668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1701666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1701669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1701671 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1701674 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1701678 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1701678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1701682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1701681.875000 Penalty: 3166.692871
	Iteration 149Q: 3 clusters Score -1701682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1701684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1701688.000000 Penalty: 3166.692871
	Iteration 151Q: 3 clusters Score -1701688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1701690.500000 Penalty: 3166.692871
	Iteration 152Q: 3 clusters Score -1701690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1701690.875000 Penalty: 3166.692871
	Iteration 153Q: 3 clusters Score -1701691 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1701691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1701691 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1701692 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1701694 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1701693 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1701699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1701696.625000 Penalty: 3166.692871
	Iteration 160F: 3 clusters Score -1701697 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1701697 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1701697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1701696 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1701694 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1701696 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1701696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1701697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1701697 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13532 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1701697 nChanged 0
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Mstep: Class 1 contains 13532 members 
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Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -1701697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19556 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2054893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9735 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2041547 nChanged 8807
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Mstep: Class 1 contains 9414 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2046372 nChanged 979
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Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2046708 nChanged 878
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2047016 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2047309 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2047666 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2048109 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2048741.875000 Penalty: 3211.337158
	Iteration 7F: 3 clusters Score -2048742 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2049469.375000 Penalty: 3211.337158
	Iteration 8F: 3 clusters Score -2049469 nChanged 1166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2050260 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2051058.875000 Penalty: 3211.337158
	Iteration 10F: 3 clusters Score -2051059 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2051839.000000 Penalty: 3211.337158
	Iteration 11Q: 3 clusters Score -2051839 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2052544.500000 Penalty: 3211.337158
	Iteration 12Q: 3 clusters Score -2052544 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2053087.750000 Penalty: 3211.337158
	Iteration 13Q: 3 clusters Score -2053088 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2053491.250000 Penalty: 3211.337158
	Iteration 14Q: 3 clusters Score -2053491 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2053677.625000 Penalty: 3211.337158
	Iteration 15Q: 3 clusters Score -2053678 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2053742.125000 Penalty: 3211.337158
	Iteration 16Q: 3 clusters Score -2053742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2053773.000000 Penalty: 3211.337158
	Iteration 17Q: 3 clusters Score -2053773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2053785.125000 Penalty: 3211.337158
	Iteration 18Q: 3 clusters Score -2053785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2053788.875000 Penalty: 3211.337158
	Iteration 19Q: 3 clusters Score -2053789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2053796.750000 Penalty: 3211.337158
	Iteration 20F: 3 clusters Score -2053797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2053799.750000 Penalty: 3211.337158
	Iteration 21Q: 3 clusters Score -2053800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2053808.625000 Penalty: 3211.337158
	Iteration 22Q: 3 clusters Score -2053809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2053809.375000 Penalty: 3211.337158
	Iteration 23Q: 3 clusters Score -2053809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2053807.750000 Penalty: 3211.337158
	Iteration 24Q: 3 clusters Score -2053808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2053808.000000 Penalty: 3211.337158
	Iteration 25Q: 3 clusters Score -2053808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2053811.125000 Penalty: 3211.337158
	Iteration 26Q: 3 clusters Score -2053811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2053809.625000 Penalty: 3211.337158
	Iteration 27Q: 3 clusters Score -2053810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2053809.250000 Penalty: 3211.337158
	Iteration 28Q: 3 clusters Score -2053809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2053809.750000 Penalty: 3211.337158
	Iteration 29Q: 3 clusters Score -2053810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2053808.250000 Penalty: 3211.337158
	Iteration 30Q: 3 clusters Score -2053808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2053811.750000 Penalty: 3211.337158
	Iteration 31Q: 3 clusters Score -2053812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2053812.750000 Penalty: 3211.337158
	Iteration 32Q: 3 clusters Score -2053813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2053813.500000 Penalty: 3211.337158
	Iteration 33Q: 3 clusters Score -2053814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2053810.750000 Penalty: 3211.337158
	Iteration 34Q: 3 clusters Score -2053811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2053810.750000 Penalty: 3211.337158
	Iteration 35F: 3 clusters Score -2053811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Entering Unmasked Estep 
Score: -6988023.000000 Penalty: 1803.420166
	Iteration 0F: 2 clusters Score -6988023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -6943991.500000 Penalty: 3606.840332
	Iteration 0F: 3 clusters Score -6943992 nChanged 31216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -6962469.500000 Penalty: 3606.840332
	Iteration 1F: 3 clusters Score -6962470 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -6963597.000000 Penalty: 3606.840332
	Iteration 2Q: 3 clusters Score -6963597 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -6965176.500000 Penalty: 3606.840332
	Iteration 3Q: 3 clusters Score -6965176 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -6967077.500000 Penalty: 3606.840332
	Iteration 4F: 3 clusters Score -6967078 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -6969506.000000 Penalty: 3606.840332
	Iteration 5F: 3 clusters Score -6969506 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -6972296.500000 Penalty: 3606.840332
	Iteration 6F: 3 clusters Score -6972296 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -6975353.500000 Penalty: 3606.840332
	Iteration 7F: 3 clusters Score -6975354 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -6977992.500000 Penalty: 3606.840332
	Iteration 8F: 3 clusters Score -6977992 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -6980036.500000 Penalty: 3606.840332
	Iteration 9Q: 3 clusters Score -6980036 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -6981540.000000 Penalty: 3606.840332
	Iteration 10Q: 3 clusters Score -6981540 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -6982784.000000 Penalty: 3606.840332
	Iteration 11Q: 3 clusters Score -6982784 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -6983686.500000 Penalty: 3606.840332
	Iteration 12Q: 3 clusters Score -6983686 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -6984329.000000 Penalty: 3606.840332
	Iteration 13Q: 3 clusters Score -6984329 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -6984886.000000 Penalty: 3606.840332
	Iteration 14Q: 3 clusters Score -6984886 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -6985284.500000 Penalty: 3606.840332
	Iteration 15Q: 3 clusters Score -6985284 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -6985548.500000 Penalty: 3606.840332
	Iteration 16Q: 3 clusters Score -6985548 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -6985832.500000 Penalty: 3606.840332
	Iteration 17Q: 3 clusters Score -6985832 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -6985989.500000 Penalty: 3606.840332
	Iteration 18Q: 3 clusters Score -6985990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -6986138.000000 Penalty: 3606.840332
	Iteration 19Q: 3 clusters Score -6986138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -6986263.500000 Penalty: 3606.840332
	Iteration 20F: 3 clusters Score -6986264 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -6986301.000000 Penalty: 3606.840332
	Iteration 21Q: 3 clusters Score -6986301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -6986354.000000 Penalty: 3606.840332
	Iteration 22Q: 3 clusters Score -6986354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -6986398.000000 Penalty: 3606.840332
	Iteration 23Q: 3 clusters Score -6986398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -6986443.000000 Penalty: 3606.840332
	Iteration 24Q: 3 clusters Score -6986443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -6986462.000000 Penalty: 3606.840332
	Iteration 25Q: 3 clusters Score -6986462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -6986487.000000 Penalty: 3606.840332
	Iteration 26Q: 3 clusters Score -6986487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -6986501.000000 Penalty: 3606.840332
	Iteration 27Q: 3 clusters Score -6986501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -6986504.000000 Penalty: 3606.840332
	Iteration 28Q: 3 clusters Score -6986504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -6986519.000000 Penalty: 3606.840332
	Iteration 29Q: 3 clusters Score -6986519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -6986522.500000 Penalty: 3606.840332
	Iteration 30Q: 3 clusters Score -6986522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -6986526.500000 Penalty: 3606.840332
	Iteration 31Q: 3 clusters Score -6986526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -6986531.500000 Penalty: 3606.840332
	Iteration 32Q: 3 clusters Score -6986532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -6986537.000000 Penalty: 3606.840332
	Iteration 33Q: 3 clusters Score -6986537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -6986533.500000 Penalty: 3606.840332
	Iteration 34Q: 3 clusters Score -6986534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -6986530.000000 Penalty: 3606.840332
	Iteration 35Q: 3 clusters Score -6986530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -6986534.000000 Penalty: 3606.840332
	Iteration 36Q: 3 clusters Score -6986534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -6986530.500000 Penalty: 3606.840332
	Iteration 37Q: 3 clusters Score -6986530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -6986536.500000 Penalty: 3606.840332
	Iteration 38Q: 3 clusters Score -6986536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -6986536.500000 Penalty: 3606.840332
	Iteration 39F: 3 clusters Score -6986536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -321058.968750 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -321059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -318248.468750 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -318248.5 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -318941.812500 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -318941.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -319077.218750 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -319077.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -319132.562500 Penalty: 2620.085693
	Iteration 3Q: 3 clusters Score -319132.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -319173.343750 Penalty: 2620.085693
	Iteration 4Q: 3 clusters Score -319173.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -319202.968750 Penalty: 2620.085693
	Iteration 5Q: 3 clusters Score -319203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -319222.281250 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -319222.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -319241.562500 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -319241.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -319265.437500 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -319265.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -319281.218750 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -319281.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -319294.718750 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -319294.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -319315.718750 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -319315.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -319340.468750 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -319340.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -319369.031250 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -319369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -319397.312500 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -319397.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -319419.343750 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -319419.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -319441.750000 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -319441.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -319462.250000 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -319462.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -319478.562500 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -319478.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -319490.687500 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -319490.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -319504.843750 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -319504.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -319517.625000 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -319517.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -319526.500000 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -319526.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -319534.593750 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -319534.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -319541.812500 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -319541.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -319552.312500 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -319552.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -319558.531250 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -319558.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -319564.093750 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -319564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -319572.593750 Penalty: 2620.085693
	Iteration 28Q: 3 clusters Score -319572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -319583.843750 Penalty: 2620.085693
	Iteration 29Q: 3 clusters Score -319583.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -319599.937500 Penalty: 2620.085693
	Iteration 30Q: 3 clusters Score -319599.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -319617.437500 Penalty: 2620.085693
	Iteration 31Q: 3 clusters Score -319617.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -319633.875000 Penalty: 2620.085693
	Iteration 32Q: 3 clusters Score -319633.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -319646.656250 Penalty: 2620.085693
	Iteration 33Q: 3 clusters Score -319646.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -319661.687500 Penalty: 2620.085693
	Iteration 34Q: 3 clusters Score -319661.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -319679.937500 Penalty: 2620.085693
	Iteration 35Q: 3 clusters Score -319679.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -319698.218750 Penalty: 2620.085693
	Iteration 36Q: 3 clusters Score -319698.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -319718.125000 Penalty: 2620.085693
	Iteration 37Q: 3 clusters Score -319718.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -319740.656250 Penalty: 2620.085693
	Iteration 38Q: 3 clusters Score -319740.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -319773.906250 Penalty: 2620.085693
	Iteration 39Q: 3 clusters Score -319773.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -319809.906250 Penalty: 2620.085693
	Iteration 40F: 3 clusters Score -319809.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -319842.093750 Penalty: 2620.085693
	Iteration 41Q: 3 clusters Score -319842.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -319870.625000 Penalty: 2620.085693
	Iteration 42Q: 3 clusters Score -319870.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -319903.156250 Penalty: 2620.085693
	Iteration 43Q: 3 clusters Score -319903.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319929.812500 Penalty: 2620.085693
	Iteration 44Q: 3 clusters Score -319929.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -319950.500000 Penalty: 2620.085693
	Iteration 45Q: 3 clusters Score -319950.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -319965.031250 Penalty: 2620.085693
	Iteration 46Q: 3 clusters Score -319965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -319977.000000 Penalty: 2620.085693
	Iteration 47Q: 3 clusters Score -319977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -319989.625000 Penalty: 2620.085693
	Iteration 48Q: 3 clusters Score -319989.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -320004.593750 Penalty: 2620.085693
	Iteration 49Q: 3 clusters Score -320004.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -320017.718750 Penalty: 2620.085693
	Iteration 50Q: 3 clusters Score -320017.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -320031.187500 Penalty: 2620.085693
	Iteration 51Q: 3 clusters Score -320031.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -320045.031250 Penalty: 2620.085693
	Iteration 52Q: 3 clusters Score -320045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -320060.343750 Penalty: 2620.085693
	Iteration 53Q: 3 clusters Score -320060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -320071.593750 Penalty: 2620.085693
	Iteration 54Q: 3 clusters Score -320071.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -320077.937500 Penalty: 2620.085693
	Iteration 55Q: 3 clusters Score -320077.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -320086.343750 Penalty: 2620.085693
	Iteration 56Q: 3 clusters Score -320086.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -320093.718750 Penalty: 2620.085693
	Iteration 57Q: 3 clusters Score -320093.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -320099.093750 Penalty: 2620.085693
	Iteration 58Q: 3 clusters Score -320099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -320103.625000 Penalty: 2620.085693
	Iteration 59Q: 3 clusters Score -320103.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -320107.281250 Penalty: 2620.085693
	Iteration 60F: 3 clusters Score -320107.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -320110.625000 Penalty: 2620.085693
	Iteration 61Q: 3 clusters Score -320110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -320112.531250 Penalty: 2620.085693
	Iteration 62Q: 3 clusters Score -320112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -320114.093750 Penalty: 2620.085693
	Iteration 63Q: 3 clusters Score -320114.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -320114.906250 Penalty: 2620.085693
	Iteration 64Q: 3 clusters Score -320114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320115.875000 Penalty: 2620.085693
	Iteration 65Q: 3 clusters Score -320115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -320115.625000 Penalty: 2620.085693
	Iteration 66Q: 3 clusters Score -320115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -320115.875000 Penalty: 2620.085693
	Iteration 67Q: 3 clusters Score -320115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -320117.156250 Penalty: 2620.085693
	Iteration 68Q: 3 clusters Score -320117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320117.468750 Penalty: 2620.085693
	Iteration 69Q: 3 clusters Score -320117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320117.468750 Penalty: 2620.085693
	Iteration 70F: 3 clusters Score -320117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 399Q: 49 clusters Score -1.540678e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 111104.703125
Iteration 400F: 49 clusters Score -1.540678e+08 nChanged 0
Entering ConstructFrom: 
Score: -154067776.000000 Penalty: 111104.703125
Entering ConstructFrom: 
Trying to split cluster 1 (35113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Entering Unmasked Estep 
Score: -3564598.750000 Penalty: 1700.778076
	Iteration 0F: 2 clusters Score -3564599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3541238.000000 Penalty: 3401.556152
	Iteration 0F: 3 clusters Score -3541238 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3550475.250000 Penalty: 3401.556152
	Iteration 1F: 3 clusters Score -3550475 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3551196.000000 Penalty: 3401.556152
	Iteration 2Q: 3 clusters Score -3551196 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3552058.500000 Penalty: 3401.556152
	Iteration 3F: 3 clusters Score -3552058 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3552973.750000 Penalty: 3401.556152
	Iteration 4F: 3 clusters Score -3552974 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3554070.250000 Penalty: 3401.556152
	Iteration 5F: 3 clusters Score -3554070 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3555404.500000 Penalty: 3401.556152
	Iteration 6F: 3 clusters Score -3555404 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3556707.000000 Penalty: 3401.556152
	Iteration 7F: 3 clusters Score -3556707 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3557806.250000 Penalty: 3401.556152
	Iteration 8Q: 3 clusters Score -3557806 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3558584.250000 Penalty: 3401.556152
	Iteration 9Q: 3 clusters Score -3558584 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3559112.750000 Penalty: 3401.556152
	Iteration 10Q: 3 clusters Score -3559113 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3559472.500000 Penalty: 3401.556152
	Iteration 11Q: 3 clusters Score -3559472 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3559765.750000 Penalty: 3401.556152
	Iteration 12Q: 3 clusters Score -3559766 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3560006.250000 Penalty: 3401.556152
	Iteration 13Q: 3 clusters Score -3560006 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3560261.500000 Penalty: 3401.556152
	Iteration 14Q: 3 clusters Score -3560262 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3560471.000000 Penalty: 3401.556152
	Iteration 15Q: 3 clusters Score -3560471 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3560701.750000 Penalty: 3401.556152
	Iteration 16Q: 3 clusters Score -3560702 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3560886.750000 Penalty: 3401.556152
	Iteration 17Q: 3 clusters Score -3560887 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3561096.250000 Penalty: 3401.556152
	Iteration 18Q: 3 clusters Score -3561096 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3561290.250000 Penalty: 3401.556152
	Iteration 19Q: 3 clusters Score -3561290 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3561496.750000 Penalty: 3401.556152
	Iteration 20F: 3 clusters Score -3561497 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3561686.250000 Penalty: 3401.556152
	Iteration 21Q: 3 clusters Score -3561686 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3561900.500000 Penalty: 3401.556152
	Iteration 22Q: 3 clusters Score -3561900 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3562068.000000 Penalty: 3401.556152
	Iteration 23Q: 3 clusters Score -3562068 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -3562230.000000 Penalty: 3401.556152
	Iteration 24Q: 3 clusters Score -3562230 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3562392.750000 Penalty: 3401.556152
	Iteration 25Q: 3 clusters Score -3562393 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3562537.000000 Penalty: 3401.556152
	Iteration 26Q: 3 clusters Score -3562537 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3562626.750000 Penalty: 3401.556152
	Iteration 27Q: 3 clusters Score -3562627 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3562701.250000 Penalty: 3401.556152
	Iteration 28Q: 3 clusters Score -3562701 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -3562768.750000 Penalty: 3401.556152
	Iteration 29Q: 3 clusters Score -3562769 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3562813.500000 Penalty: 3401.556152
	Iteration 30Q: 3 clusters Score -3562814 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3562877.750000 Penalty: 3401.556152
	Iteration 31Q: 3 clusters Score -3562878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -3562931.000000 Penalty: 3401.556152
	Iteration 32Q: 3 clusters Score -3562931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -3562965.000000 Penalty: 3401.556152
	Iteration 33Q: 3 clusters Score -3562965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3563010.250000 Penalty: 3401.556152
	Iteration 34Q: 3 clusters Score -3563010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -3563048.000000 Penalty: 3401.556152
	Iteration 35Q: 3 clusters Score -3563048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3563080.750000 Penalty: 3401.556152
	Iteration 36Q: 3 clusters Score -3563081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -3563101.250000 Penalty: 3401.556152
	Iteration 37Q: 3 clusters Score -3563101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -3563117.000000 Penalty: 3401.556152
	Iteration 38Q: 3 clusters Score -3563117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -3563129.750000 Penalty: 3401.556152
	Iteration 39Q: 3 clusters Score -3563130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3563147.750000 Penalty: 3401.556152
	Iteration 40F: 3 clusters Score -3563148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -3563159.750000 Penalty: 3401.556152
	Iteration 41Q: 3 clusters Score -3563160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3563163.750000 Penalty: 3401.556152
	Iteration 42Q: 3 clusters Score -3563164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3563179.500000 Penalty: 3401.556152
	Iteration 43Q: 3 clusters Score -3563180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3563193.750000 Penalty: 3401.556152
	Iteration 44Q: 3 clusters Score -3563194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3563203.500000 Penalty: 3401.556152
	Iteration 45Q: 3 clusters Score -3563204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3563209.250000 Penalty: 3401.556152
	Iteration 46Q: 3 clusters Score -3563209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3563217.250000 Penalty: 3401.556152
	Iteration 47Q: 3 clusters Score -3563217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3563224.250000 Penalty: 3401.556152
	Iteration 48Q: 3 clusters Score -3563224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3563225.500000 Penalty: 3401.556152
	Iteration 49Q: 3 clusters Score -3563226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -3563229.000000 Penalty: 3401.556152
	Iteration 50Q: 3 clusters Score -3563229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3563241.000000 Penalty: 3401.556152
	Iteration 51Q: 3 clusters Score -3563241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3563245.250000 Penalty: 3401.556152
	Iteration 52Q: 3 clusters Score -3563245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3563249.500000 Penalty: 3401.556152
	Iteration 53Q: 3 clusters Score -3563250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -3563245.500000 Penalty: 3401.556152
	Iteration 54Q: 3 clusters Score -3563246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -3563245.750000 Penalty: 3401.556152
	Iteration 55Q: 3 clusters Score -3563246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3563252.250000 Penalty: 3401.556152
	Iteration 56Q: 3 clusters Score -3563252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3563262.500000 Penalty: 3401.556152
	Iteration 57Q: 3 clusters Score -3563262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -3563273.750000 Penalty: 3401.556152
	Iteration 58Q: 3 clusters Score -3563274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -3563283.750000 Penalty: 3401.556152
	Iteration 59Q: 3 clusters Score -3563284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3563287.500000 Penalty: 3401.556152
	Iteration 60F: 3 clusters Score -3563288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -3563292.750000 Penalty: 3401.556152
	Iteration 61Q: 3 clusters Score -3563293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -3563297.500000 Penalty: 3401.556152
	Iteration 62Q: 3 clusters Score -3563298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3563296.250000 Penalty: 3401.556152
	Iteration 63Q: 3 clusters Score -3563296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3563298.500000 Penalty: 3401.556152
	Iteration 64Q: 3 clusters Score -3563298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3563298.250000 Penalty: 3401.556152
	Iteration 65Q: 3 clusters Score -3563298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -3563300.750000 Penalty: 3401.556152
	Iteration 66Q: 3 clusters Score -3563301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -3563298.250000 Penalty: 3401.556152
	Iteration 67Q: 3 clusters Score -3563298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -3563299.750000 Penalty: 3401.556152
	Iteration 68Q: 3 clusters Score -3563300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -3563302.750000 Penalty: 3401.556152
	Iteration 69Q: 3 clusters Score -3563303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -3563302.250000 Penalty: 3401.556152
	Iteration 70Q: 3 clusters Score -3563302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -3563303.000000 Penalty: 3401.556152
	Iteration 71Q: 3 clusters Score -3563303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -3563302.000000 Penalty: 3401.556152
	Iteration 72Q: 3 clusters Score -3563302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3563301.250000 Penalty: 3401.556152
	Iteration 73Q: 3 clusters Score -3563301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -3563301.750000 Penalty: 3401.556152
	Iteration 74Q: 3 clusters Score -3563302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -3563305.500000 Penalty: 3401.556152
	Iteration 75Q: 3 clusters Score -3563306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -3563303.500000 Penalty: 3401.556152
	Iteration 76Q: 3 clusters Score -3563304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3563303.250000 Penalty: 3401.556152
	Iteration 77Q: 3 clusters Score -3563303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -3563305.000000 Penalty: 3401.556152
	Iteration 78Q: 3 clusters Score -3563305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3563306.500000 Penalty: 3401.556152
	Iteration 79Q: 3 clusters Score -3563306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -3563310.500000 Penalty: 3401.556152
	Iteration 80F: 3 clusters Score -3563310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3563308.250000 Penalty: 3401.556152
	Iteration 81Q: 3 clusters Score -3563308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3563308.250000 Penalty: 3401.556152
	Iteration 82F: 3 clusters Score -3563308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Entering Unmasked Estep 
Score: -1234340.625000 Penalty: 1524.249878
	Iteration 0F: 2 clusters Score -1234341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1225987.000000 Penalty: 3048.499756
	Iteration 0F: 3 clusters Score -1225987 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1228960.375000 Penalty: 3048.499756
	Iteration 1F: 3 clusters Score -1228960 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1229363.750000 Penalty: 3048.499756
	Iteration 2F: 3 clusters Score -1229364 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1229784.000000 Penalty: 3048.499756
	Iteration 3F: 3 clusters Score -1229784 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1230169.125000 Penalty: 3048.499756
	Iteration 4F: 3 clusters Score -1230169 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1230492.375000 Penalty: 3048.499756
	Iteration 5F: 3 clusters Score -1230492 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1230838.750000 Penalty: 3048.499756
	Iteration 6Q: 3 clusters Score -1230839 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1231109.125000 Penalty: 3048.499756
	Iteration 7Q: 3 clusters Score -1231109 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1231309.625000 Penalty: 3048.499756
	Iteration 8Q: 3 clusters Score -1231310 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1231512.625000 Penalty: 3048.499756
	Iteration 9Q: 3 clusters Score -1231513 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1231678.500000 Penalty: 3048.499756
	Iteration 10Q: 3 clusters Score -1231678 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1231838.750000 Penalty: 3048.499756
	Iteration 11Q: 3 clusters Score -1231839 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1231987.125000 Penalty: 3048.499756
	Iteration 12Q: 3 clusters Score -1231987 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1232122.750000 Penalty: 3048.499756
	Iteration 13Q: 3 clusters Score -1232123 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1232238.750000 Penalty: 3048.499756
	Iteration 14Q: 3 clusters Score -1232239 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1232325.000000 Penalty: 3048.499756
	Iteration 15Q: 3 clusters Score -1232325 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1232395.000000 Penalty: 3048.499756
	Iteration 16Q: 3 clusters Score -1232395 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1232454.625000 Penalty: 3048.499756
	Iteration 17Q: 3 clusters Score -1232455 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1232506.750000 Penalty: 3048.499756
	Iteration 18Q: 3 clusters Score -1232507 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1232557.375000 Penalty: 3048.499756
	Iteration 19Q: 3 clusters Score -1232557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1232591.750000 Penalty: 3048.499756
	Iteration 20F: 3 clusters Score -1232592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1232634.875000 Penalty: 3048.499756
	Iteration 21Q: 3 clusters Score -1232635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1232680.500000 Penalty: 3048.499756
	Iteration 22Q: 3 clusters Score -1232680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1232716.250000 Penalty: 3048.499756
	Iteration 23Q: 3 clusters Score -1232716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1232744.750000 Penalty: 3048.499756
	Iteration 24Q: 3 clusters Score -1232745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1232775.375000 Penalty: 3048.499756
	Iteration 25Q: 3 clusters Score -1232775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1232802.875000 Penalty: 3048.499756
	Iteration 26Q: 3 clusters Score -1232803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1232833.125000 Penalty: 3048.499756
	Iteration 27Q: 3 clusters Score -1232833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1232859.500000 Penalty: 3048.499756
	Iteration 28Q: 3 clusters Score -1232860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1232887.375000 Penalty: 3048.499756
	Iteration 29Q: 3 clusters Score -1232887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1232909.250000 Penalty: 3048.499756
	Iteration 30Q: 3 clusters Score -1232909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1232932.875000 Penalty: 3048.499756
	Iteration 31Q: 3 clusters Score -1232933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1232951.375000 Penalty: 3048.499756
	Iteration 32Q: 3 clusters Score -1232951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1232967.375000 Penalty: 3048.499756
	Iteration 33Q: 3 clusters Score -1232967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1232981.000000 Penalty: 3048.499756
	Iteration 34Q: 3 clusters Score -1232981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1232988.250000 Penalty: 3048.499756
	Iteration 35Q: 3 clusters Score -1232988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1233006.250000 Penalty: 3048.499756
	Iteration 36Q: 3 clusters Score -1233006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1233023.875000 Penalty: 3048.499756
	Iteration 37Q: 3 clusters Score -1233024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1233031.500000 Penalty: 3048.499756
	Iteration 38Q: 3 clusters Score -1233032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1233039.125000 Penalty: 3048.499756
	Iteration 39Q: 3 clusters Score -1233039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1233045.250000 Penalty: 3048.499756
	Iteration 40F: 3 clusters Score -1233045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1233054.875000 Penalty: 3048.499756
	Iteration 41Q: 3 clusters Score -1233055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1233061.250000 Penalty: 3048.499756
	Iteration 42Q: 3 clusters Score -1233061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1233065.750000 Penalty: 3048.499756
	Iteration 43Q: 3 clusters Score -1233066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1233071.250000 Penalty: 3048.499756
	Iteration 44Q: 3 clusters Score -1233071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1233074.250000 Penalty: 3048.499756
	Iteration 45Q: 3 clusters Score -1233074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1233076.000000 Penalty: 3048.499756
	Iteration 46Q: 3 clusters Score -1233076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1233081.625000 Penalty: 3048.499756
	Iteration 47Q: 3 clusters Score -1233082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1233082.250000 Penalty: 3048.499756
	Iteration 48Q: 3 clusters Score -1233082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1233085.125000 Penalty: 3048.499756
	Iteration 49Q: 3 clusters Score -1233085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1233084.750000 Penalty: 3048.499756
	Iteration 50Q: 3 clusters Score -1233085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1233084.500000 Penalty: 3048.499756
	Iteration 51Q: 3 clusters Score -1233084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1233084.625000 Penalty: 3048.499756
	Iteration 52Q: 3 clusters Score -1233085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1233084.000000 Penalty: 3048.499756
	Iteration 53Q: 3 clusters Score -1233084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1233086.375000 Penalty: 3048.499756
	Iteration 54Q: 3 clusters Score -1233086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1233088.375000 Penalty: 3048.499756
	Iteration 55Q: 3 clusters Score -1233088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1233089.500000 Penalty: 3048.499756
	Iteration 56Q: 3 clusters Score -1233090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1233090.625000 Penalty: 3048.499756
	Iteration 57Q: 3 clusters Score -1233091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1233090.125000 Penalty: 3048.499756
	Iteration 58Q: 3 clusters Score -1233090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1233090.125000 Penalty: 3048.499756
	Iteration 59F: 3 clusters Score -1233090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -2038197.625000 Penalty: 1604.509399
	Iteration 0F: 2 clusters Score -2038198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2024974.375000 Penalty: 3209.018799
	Iteration 0F: 3 clusters Score -2024974 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2029882.000000 Penalty: 3209.018799
	Iteration 1F: 3 clusters Score -2029882 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2030249.875000 Penalty: 3209.018799
	Iteration 2F: 3 clusters Score -2030250 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2030575.500000 Penalty: 3209.018799
	Iteration 3Q: 3 clusters Score -2030576 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2030873.750000 Penalty: 3209.018799
	Iteration 4Q: 3 clusters Score -2030874 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2031178.500000 Penalty: 3209.018799
	Iteration 5Q: 3 clusters Score -2031178 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2031537.750000 Penalty: 3209.018799
	Iteration 6Q: 3 clusters Score -2031538 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2032020.125000 Penalty: 3209.018799
	Iteration 7Q: 3 clusters Score -2032020 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2032668.625000 Penalty: 3209.018799
	Iteration 8F: 3 clusters Score -2032669 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2033625.500000 Penalty: 3209.018799
	Iteration 9F: 3 clusters Score -2033626 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2034687.125000 Penalty: 3209.018799
	Iteration 10F: 3 clusters Score -2034687 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2035582.750000 Penalty: 3209.018799
	Iteration 11Q: 3 clusters Score -2035583 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2036174.625000 Penalty: 3209.018799
	Iteration 12Q: 3 clusters Score -2036175 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2036519.500000 Penalty: 3209.018799
	Iteration 13Q: 3 clusters Score -2036520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2036717.125000 Penalty: 3209.018799
	Iteration 14Q: 3 clusters Score -2036717 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2036834.000000 Penalty: 3209.018799
	Iteration 15Q: 3 clusters Score -2036834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2036896.000000 Penalty: 3209.018799
	Iteration 16Q: 3 clusters Score -2036896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2036946.750000 Penalty: 3209.018799
	Iteration 17Q: 3 clusters Score -2036947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2036985.750000 Penalty: 3209.018799
	Iteration 18Q: 3 clusters Score -2036986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2037009.375000 Penalty: 3209.018799
	Iteration 19Q: 3 clusters Score -2037009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2037020.375000 Penalty: 3209.018799
	Iteration 20F: 3 clusters Score -2037020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2037032.625000 Penalty: 3209.018799
	Iteration 21Q: 3 clusters Score -2037033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2037040.625000 Penalty: 3209.018799
	Iteration 22Q: 3 clusters Score -2037041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2037040.250000 Penalty: 3209.018799
	Iteration 23Q: 3 clusters Score -2037040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2037044.375000 Penalty: 3209.018799
	Iteration 24Q: 3 clusters Score -2037044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2037052.375000 Penalty: 3209.018799
	Iteration 25Q: 3 clusters Score -2037052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2037055.000000 Penalty: 3209.018799
	Iteration 26Q: 3 clusters Score -2037055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2037055.000000 Penalty: 3209.018799
	Iteration 27Q: 3 clusters Score -2037055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2037061.375000 Penalty: 3209.018799
	Iteration 28Q: 3 clusters Score -2037061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2037063.500000 Penalty: 3209.018799
	Iteration 29Q: 3 clusters Score -2037064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2037064.375000 Penalty: 3209.018799
	Iteration 30Q: 3 clusters Score -2037064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2037066.250000 Penalty: 3209.018799
	Iteration 31Q: 3 clusters Score -2037066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2037066.250000 Penalty: 3209.018799
	Iteration 32Q: 3 clusters Score -2037066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2037065.250000 Penalty: 3209.018799
	Iteration 33Q: 3 clusters Score -2037065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2037069.750000 Penalty: 3209.018799
	Iteration 34Q: 3 clusters Score -2037070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2037069.875000 Penalty: 3209.018799
	Iteration 35Q: 3 clusters Score -2037070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2037069.750000 Penalty: 3209.018799
	Iteration 36Q: 3 clusters Score -2037070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2037069.875000 Penalty: 3209.018799
	Iteration 37Q: 3 clusters Score -2037070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2037070.875000 Penalty: 3209.018799
	Iteration 38Q: 3 clusters Score -2037071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2037070.375000 Penalty: 3209.018799
	Iteration 39Q: 3 clusters Score -2037070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2037070.875000 Penalty: 3209.018799
	Iteration 40F: 3 clusters Score -2037071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2037071.125000 Penalty: 3209.018799
	Iteration 41Q: 3 clusters Score -2037071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2037071.000000 Penalty: 3209.018799
	Iteration 42Q: 3 clusters Score -2037071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2037071.000000 Penalty: 3209.018799
	Iteration 43F: 3 clusters Score -2037071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Entering Unmasked Estep 
Score: -5610855.500000 Penalty: 1769.102173
	Iteration 0F: 2 clusters Score -5610856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5575016.000000 Penalty: 3538.204346
	Iteration 0F: 3 clusters Score -5575016 nChanged 25115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5589692.000000 Penalty: 3538.204346
	Iteration 1F: 3 clusters Score -5589692 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -5590413.000000 Penalty: 3538.204346
	Iteration 2Q: 3 clusters Score -5590413 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -5591212.500000 Penalty: 3538.204346
	Iteration 3Q: 3 clusters Score -5591212 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5592039.000000 Penalty: 3538.204346
	Iteration 4Q: 3 clusters Score -5592039 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5592947.000000 Penalty: 3538.204346
	Iteration 5Q: 3 clusters Score -5592947 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -5594150.000000 Penalty: 3538.204346
	Iteration 6Q: 3 clusters Score -5594150 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5595705.500000 Penalty: 3538.204346
	Iteration 7F: 3 clusters Score -5595706 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -5597633.000000 Penalty: 3538.204346
	Iteration 8F: 3 clusters Score -5597633 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5599812.500000 Penalty: 3538.204346
	Iteration 9F: 3 clusters Score -5599812 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -5601655.000000 Penalty: 3538.204346
	Iteration 10F: 3 clusters Score -5601655 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5602964.500000 Penalty: 3538.204346
	Iteration 11Q: 3 clusters Score -5602964 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5603764.500000 Penalty: 3538.204346
	Iteration 12Q: 3 clusters Score -5603764 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -5604381.000000 Penalty: 3538.204346
	Iteration 13Q: 3 clusters Score -5604381 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5604849.000000 Penalty: 3538.204346
	Iteration 14Q: 3 clusters Score -5604849 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -5605290.500000 Penalty: 3538.204346
	Iteration 15Q: 3 clusters Score -5605290 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5605742.500000 Penalty: 3538.204346
	Iteration 16Q: 3 clusters Score -5605742 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5606119.000000 Penalty: 3538.204346
	Iteration 17Q: 3 clusters Score -5606119 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5606392.000000 Penalty: 3538.204346
	Iteration 18Q: 3 clusters Score -5606392 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5606581.500000 Penalty: 3538.204346
	Iteration 19Q: 3 clusters Score -5606582 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -5606692.000000 Penalty: 3538.204346
	Iteration 20F: 3 clusters Score -5606692 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -5606771.000000 Penalty: 3538.204346
	Iteration 21Q: 3 clusters Score -5606771 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5606806.500000 Penalty: 3538.204346
	Iteration 22Q: 3 clusters Score -5606806 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5606830.000000 Penalty: 3538.204346
	Iteration 23Q: 3 clusters Score -5606830 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5606864.000000 Penalty: 3538.204346
	Iteration 24Q: 3 clusters Score -5606864 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5606877.500000 Penalty: 3538.204346
	Iteration 25Q: 3 clusters Score -5606878 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5606878.500000 Penalty: 3538.204346
	Iteration 26Q: 3 clusters Score -5606878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5606896.500000 Penalty: 3538.204346
	Iteration 27Q: 3 clusters Score -5606896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5606905.000000 Penalty: 3538.204346
	Iteration 28Q: 3 clusters Score -5606905 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5606920.000000 Penalty: 3538.204346
	Iteration 29Q: 3 clusters Score -5606920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -5606926.500000 Penalty: 3538.204346
	Iteration 30Q: 3 clusters Score -5606926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5606921.000000 Penalty: 3538.204346
	Iteration 31Q: 3 clusters Score -5606921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5606937.000000 Penalty: 3538.204346
	Iteration 32Q: 3 clusters Score -5606937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5606929.500000 Penalty: 3538.204346
	Iteration 33Q: 3 clusters Score -5606930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5606936.000000 Penalty: 3538.204346
	Iteration 34Q: 3 clusters Score -5606936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -5606928.500000 Penalty: 3538.204346
	Iteration 35Q: 3 clusters Score -5606928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5606915.500000 Penalty: 3538.204346
	Iteration 36Q: 3 clusters Score -5606916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5606911.500000 Penalty: 3538.204346
	Iteration 37Q: 3 clusters Score -5606912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -5606929.000000 Penalty: 3538.204346
	Iteration 38Q: 3 clusters Score -5606929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5606924.000000 Penalty: 3538.204346
	Iteration 39Q: 3 clusters Score -5606924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5606924.000000 Penalty: 3538.204346
	Iteration 40F: 3 clusters Score -5606924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5606924.000000 Penalty: 3538.204346
	Iteration 41Q: 3 clusters Score -5606924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5606918.500000 Penalty: 3538.204346
	Iteration 42Q: 3 clusters Score -5606918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5606919.500000 Penalty: 3538.204346
	Iteration 43Q: 3 clusters Score -5606920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5606925.000000 Penalty: 3538.204346
	Iteration 44Q: 3 clusters Score -5606925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5606927.000000 Penalty: 3538.204346
	Iteration 45Q: 3 clusters Score -5606927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -5606919.000000 Penalty: 3538.204346
	Iteration 46Q: 3 clusters Score -5606919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -5606921.500000 Penalty: 3538.204346
	Iteration 47Q: 3 clusters Score -5606922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -5606921.500000 Penalty: 3538.204346
	Iteration 48F: 3 clusters Score -5606922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Entering Unmasked Estep 
Score: -3138090.500000 Penalty: 1680.113159
	Iteration 0F: 2 clusters Score -3138090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3117257.250000 Penalty: 3360.226318
	Iteration 0F: 3 clusters Score -3117257 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3125351.750000 Penalty: 3360.226318
	Iteration 1F: 3 clusters Score -3125352 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3125929.750000 Penalty: 3360.226318
	Iteration 2Q: 3 clusters Score -3125930 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3126584.750000 Penalty: 3360.226318
	Iteration 3Q: 3 clusters Score -3126585 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3127522.500000 Penalty: 3360.226318
	Iteration 4F: 3 clusters Score -3127522 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3128786.750000 Penalty: 3360.226318
	Iteration 5F: 3 clusters Score -3128787 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3130412.000000 Penalty: 3360.226318
	Iteration 6F: 3 clusters Score -3130412 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3132137.750000 Penalty: 3360.226318
	Iteration 7F: 3 clusters Score -3132138 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3133693.250000 Penalty: 3360.226318
	Iteration 8F: 3 clusters Score -3133693 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3134867.750000 Penalty: 3360.226318
	Iteration 9Q: 3 clusters Score -3134868 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3135664.500000 Penalty: 3360.226318
	Iteration 10Q: 3 clusters Score -3135664 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3136201.000000 Penalty: 3360.226318
	Iteration 11Q: 3 clusters Score -3136201 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3136538.000000 Penalty: 3360.226318
	Iteration 12Q: 3 clusters Score -3136538 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3136724.750000 Penalty: 3360.226318
	Iteration 13Q: 3 clusters Score -3136725 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3136837.750000 Penalty: 3360.226318
	Iteration 14Q: 3 clusters Score -3136838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3136907.750000 Penalty: 3360.226318
	Iteration 15Q: 3 clusters Score -3136908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3136945.000000 Penalty: 3360.226318
	Iteration 16Q: 3 clusters Score -3136945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3136970.500000 Penalty: 3360.226318
	Iteration 17Q: 3 clusters Score -3136970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3136998.500000 Penalty: 3360.226318
	Iteration 18Q: 3 clusters Score -3136998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3137003.250000 Penalty: 3360.226318
	Iteration 19Q: 3 clusters Score -3137003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3137011.500000 Penalty: 3360.226318
	Iteration 20F: 3 clusters Score -3137012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3137012.500000 Penalty: 3360.226318
	Iteration 21Q: 3 clusters Score -3137012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3137017.500000 Penalty: 3360.226318
	Iteration 22Q: 3 clusters Score -3137018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3137015.750000 Penalty: 3360.226318
	Iteration 23Q: 3 clusters Score -3137016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3137020.750000 Penalty: 3360.226318
	Iteration 24Q: 3 clusters Score -3137021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3137022.000000 Penalty: 3360.226318
	Iteration 25Q: 3 clusters Score -3137022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3137023.500000 Penalty: 3360.226318
	Iteration 26Q: 3 clusters Score -3137024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3137025.500000 Penalty: 3360.226318
	Iteration 27Q: 3 clusters Score -3137026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3137022.000000 Penalty: 3360.226318
	Iteration 28Q: 3 clusters Score -3137022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3137027.000000 Penalty: 3360.226318
	Iteration 29Q: 3 clusters Score -3137027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3137030.250000 Penalty: 3360.226318
	Iteration 30Q: 3 clusters Score -3137030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3137033.000000 Penalty: 3360.226318
	Iteration 31Q: 3 clusters Score -3137033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3137034.500000 Penalty: 3360.226318
	Iteration 32Q: 3 clusters Score -3137034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3137034.500000 Penalty: 3360.226318
	Iteration 33Q: 3 clusters Score -3137034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3137034.500000 Penalty: 3360.226318
	Iteration 34Q: 3 clusters Score -3137034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3137038.750000 Penalty: 3360.226318
	Iteration 35Q: 3 clusters Score -3137039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3137037.250000 Penalty: 3360.226318
	Iteration 36Q: 3 clusters Score -3137037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3137037.250000 Penalty: 3360.226318
	Iteration 37F: 3 clusters Score -3137037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -336936.093750 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -336936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -333971.843750 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -333971.8 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -334820.843750 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -334820.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -334998.125000 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -334998.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -335108.281250 Penalty: 2644.843750
	Iteration 3F: 3 clusters Score -335108.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -335200.968750 Penalty: 2644.843750
	Iteration 4Q: 3 clusters Score -335201 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -335308.812500 Penalty: 2644.843750
	Iteration 5Q: 3 clusters Score -335308.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -335388.187500 Penalty: 2644.843750
	Iteration 6Q: 3 clusters Score -335388.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -335476.843750 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -335476.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -335566.812500 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -335566.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -335634.437500 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -335634.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -335720.281250 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -335720.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -335781.906250 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -335781.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -335815.937500 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -335815.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -335840.531250 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -335840.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -335867.687500 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -335867.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -335891.875000 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -335891.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -335917.781250 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -335917.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -335943.750000 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -335943.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -335964.531250 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -335964.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -335986.968750 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -335987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336012.093750 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -336012.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -336031.781250 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -336031.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -336052.187500 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -336052.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -336072.937500 Penalty: 2644.843750
	Iteration 23Q: 3 clusters Score -336072.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -336103.500000 Penalty: 2644.843750
	Iteration 24Q: 3 clusters Score -336103.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -336131.187500 Penalty: 2644.843750
	Iteration 25Q: 3 clusters Score -336131.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -336166.343750 Penalty: 2644.843750
	Iteration 26Q: 3 clusters Score -336166.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -336213.468750 Penalty: 2644.843750
	Iteration 27Q: 3 clusters Score -336213.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336263.000000 Penalty: 2644.843750
	Iteration 28Q: 3 clusters Score -336263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -336315.062500 Penalty: 2644.843750
	Iteration 29Q: 3 clusters Score -336315.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -336384.062500 Penalty: 2644.843750
	Iteration 30Q: 3 clusters Score -336384.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -336461.218750 Penalty: 2644.843750
	Iteration 31Q: 3 clusters Score -336461.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -336530.625000 Penalty: 2644.843750
	Iteration 32Q: 3 clusters Score -336530.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -336571.000000 Penalty: 2644.843750
	Iteration 33Q: 3 clusters Score -336571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -336596.375000 Penalty: 2644.843750
	Iteration 34Q: 3 clusters Score -336596.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -336615.312500 Penalty: 2644.843750
	Iteration 35Q: 3 clusters Score -336615.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -336621.000000 Penalty: 2644.843750
	Iteration 36Q: 3 clusters Score -336621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -336624.906250 Penalty: 2644.843750
	Iteration 37Q: 3 clusters Score -336624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -336626.375000 Penalty: 2644.843750
	Iteration 38Q: 3 clusters Score -336626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336626.062500 Penalty: 2644.843750
	Iteration 39Q: 3 clusters Score -336626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336628.187500 Penalty: 2644.843750
	Iteration 40F: 3 clusters Score -336628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -336630.468750 Penalty: 2644.843750
	Iteration 41Q: 3 clusters Score -336630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -336631.812500 Penalty: 2644.843750
	Iteration 42Q: 3 clusters Score -336631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -336631.812500 Penalty: 2644.843750
	Iteration 43F: 3 clusters Score -336631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Entering Unmasked Estep 
Score: -7621902.000000 Penalty: 1819.145752
	Iteration 0F: 2 clusters Score -7621902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -7573407.000000 Penalty: 3638.291504
	Iteration 0F: 3 clusters Score -7573407 nChanged 34460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7593927.500000 Penalty: 3638.291504
	Iteration 1F: 3 clusters Score -7593928 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -7595232.000000 Penalty: 3638.291504
	Iteration 2Q: 3 clusters Score -7595232 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7596721.500000 Penalty: 3638.291504
	Iteration 3Q: 3 clusters Score -7596722 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -7598475.000000 Penalty: 3638.291504
	Iteration 4F: 3 clusters Score -7598475 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -7600276.500000 Penalty: 3638.291504
	Iteration 5F: 3 clusters Score -7600276 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -7601911.000000 Penalty: 3638.291504
	Iteration 6F: 3 clusters Score -7601911 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -7603382.000000 Penalty: 3638.291504
	Iteration 7Q: 3 clusters Score -7603382 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -7604639.000000 Penalty: 3638.291504
	Iteration 8Q: 3 clusters Score -7604639 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -7605806.000000 Penalty: 3638.291504
	Iteration 9Q: 3 clusters Score -7605806 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -7607124.500000 Penalty: 3638.291504
	Iteration 10Q: 3 clusters Score -7607124 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -7608603.500000 Penalty: 3638.291504
	Iteration 11Q: 3 clusters Score -7608604 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -7610047.000000 Penalty: 3638.291504
	Iteration 12Q: 3 clusters Score -7610047 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -7611308.500000 Penalty: 3638.291504
	Iteration 13Q: 3 clusters Score -7611308 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -7612253.500000 Penalty: 3638.291504
	Iteration 14Q: 3 clusters Score -7612254 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -7612955.500000 Penalty: 3638.291504
	Iteration 15Q: 3 clusters Score -7612956 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7613573.500000 Penalty: 3638.291504
	Iteration 16Q: 3 clusters Score -7613574 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -7614217.500000 Penalty: 3638.291504
	Iteration 17Q: 3 clusters Score -7614218 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -7614881.000000 Penalty: 3638.291504
	Iteration 18Q: 3 clusters Score -7614881 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -7615531.500000 Penalty: 3638.291504
	Iteration 19Q: 3 clusters Score -7615532 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -7616220.000000 Penalty: 3638.291504
	Iteration 20F: 3 clusters Score -7616220 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -7616968.500000 Penalty: 3638.291504
	Iteration 21Q: 3 clusters Score -7616968 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -7617713.000000 Penalty: 3638.291504
	Iteration 22Q: 3 clusters Score -7617713 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7618376.500000 Penalty: 3638.291504
	Iteration 23Q: 3 clusters Score -7618376 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7618932.000000 Penalty: 3638.291504
	Iteration 24Q: 3 clusters Score -7618932 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7619413.500000 Penalty: 3638.291504
	Iteration 25Q: 3 clusters Score -7619414 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7619773.500000 Penalty: 3638.291504
	Iteration 26Q: 3 clusters Score -7619774 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7620025.000000 Penalty: 3638.291504
	Iteration 27Q: 3 clusters Score -7620025 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7620188.000000 Penalty: 3638.291504
	Iteration 28Q: 3 clusters Score -7620188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7620331.500000 Penalty: 3638.291504
	Iteration 29Q: 3 clusters Score -7620332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7620407.500000 Penalty: 3638.291504
	Iteration 30Q: 3 clusters Score -7620408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7620453.500000 Penalty: 3638.291504
	Iteration 31Q: 3 clusters Score -7620454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7620498.000000 Penalty: 3638.291504
	Iteration 32Q: 3 clusters Score -7620498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7620546.500000 Penalty: 3638.291504
	Iteration 33Q: 3 clusters Score -7620546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7620575.000000 Penalty: 3638.291504
	Iteration 34Q: 3 clusters Score -7620575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7620592.500000 Penalty: 3638.291504
	Iteration 35Q: 3 clusters Score -7620592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7620600.000000 Penalty: 3638.291504
	Iteration 36Q: 3 clusters Score -7620600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7620600.500000 Penalty: 3638.291504
	Iteration 37Q: 3 clusters Score -7620600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7620599.500000 Penalty: 3638.291504
	Iteration 38Q: 3 clusters Score -7620600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7620605.000000 Penalty: 3638.291504
	Iteration 39Q: 3 clusters Score -7620605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7620610.500000 Penalty: 3638.291504
	Iteration 40F: 3 clusters Score -7620610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7620621.000000 Penalty: 3638.291504
	Iteration 41Q: 3 clusters Score -7620621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7620620.000000 Penalty: 3638.291504
	Iteration 42Q: 3 clusters Score -7620620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7620620.500000 Penalty: 3638.291504
	Iteration 43Q: 3 clusters Score -7620620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7620628.500000 Penalty: 3638.291504
	Iteration 44Q: 3 clusters Score -7620628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7620634.500000 Penalty: 3638.291504
	Iteration 45Q: 3 clusters Score -7620634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7620637.500000 Penalty: 3638.291504
	Iteration 46Q: 3 clusters Score -7620638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7620645.000000 Penalty: 3638.291504
	Iteration 47Q: 3 clusters Score -7620645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7620644.500000 Penalty: 3638.291504
	Iteration 48Q: 3 clusters Score -7620644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7620648.500000 Penalty: 3638.291504
	Iteration 49Q: 3 clusters Score -7620648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7620649.500000 Penalty: 3638.291504
	Iteration 50Q: 3 clusters Score -7620650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7620653.000000 Penalty: 3638.291504
	Iteration 51Q: 3 clusters Score -7620653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7620652.000000 Penalty: 3638.291504
	Iteration 52Q: 3 clusters Score -7620652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7620655.500000 Penalty: 3638.291504
	Iteration 53Q: 3 clusters Score -7620656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7620658.000000 Penalty: 3638.291504
	Iteration 54Q: 3 clusters Score -7620658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7620658.500000 Penalty: 3638.291504
	Iteration 55Q: 3 clusters Score -7620658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7620660.500000 Penalty: 3638.291504
	Iteration 56Q: 3 clusters Score -7620660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7620660.000000 Penalty: 3638.291504
	Iteration 57Q: 3 clusters Score -7620660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7620660.000000 Penalty: 3638.291504
	Iteration 58F: 3 clusters Score -7620660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Entering Unmasked Estep 
Score: -12357361.000000 Penalty: 1897.890991
	Iteration 0F: 2 clusters Score -1.235736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -12278213.000000 Penalty: 3795.781982
	Iteration 0F: 3 clusters Score -1.227821e+07 nChanged 56639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -12311193.000000 Penalty: 3795.781982
	Iteration 1F: 3 clusters Score -1.231119e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -12311711.000000 Penalty: 3795.781982
	Iteration 2Q: 3 clusters Score -1.231171e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -12312406.000000 Penalty: 3795.781982
	Iteration 3Q: 3 clusters Score -1.231241e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -12313220.000000 Penalty: 3795.781982
	Iteration 4Q: 3 clusters Score -1.231322e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -12314292.000000 Penalty: 3795.781982
	Iteration 5Q: 3 clusters Score -1.231429e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -12315843.000000 Penalty: 3795.781982
	Iteration 6Q: 3 clusters Score -1.231584e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -12318135.000000 Penalty: 3795.781982
	Iteration 7Q: 3 clusters Score -1.231814e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -12321242.000000 Penalty: 3795.781982
	Iteration 8Q: 3 clusters Score -1.232124e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -12325479.000000 Penalty: 3795.781982
	Iteration 9F: 3 clusters Score -1.232548e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -12330158.000000 Penalty: 3795.781982
	Iteration 10F: 3 clusters Score -1.233016e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -12334190.000000 Penalty: 3795.781982
	Iteration 11F: 3 clusters Score -1.233419e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -12336863.000000 Penalty: 3795.781982
	Iteration 12Q: 3 clusters Score -1.233686e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -12338200.000000 Penalty: 3795.781982
	Iteration 13Q: 3 clusters Score -1.23382e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -12339042.000000 Penalty: 3795.781982
	Iteration 14Q: 3 clusters Score -1.233904e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -12339755.000000 Penalty: 3795.781982
	Iteration 15Q: 3 clusters Score -1.233976e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -12340516.000000 Penalty: 3795.781982
	Iteration 16Q: 3 clusters Score -1.234052e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -12341470.000000 Penalty: 3795.781982
	Iteration 17Q: 3 clusters Score -1.234147e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -12342528.000000 Penalty: 3795.781982
	Iteration 18Q: 3 clusters Score -1.234253e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -12343750.000000 Penalty: 3795.781982
	Iteration 19Q: 3 clusters Score -1.234375e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -12345004.000000 Penalty: 3795.781982
	Iteration 20F: 3 clusters Score -1.2345e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -12346380.000000 Penalty: 3795.781982
	Iteration 21Q: 3 clusters Score -1.234638e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -12347609.000000 Penalty: 3795.781982
	Iteration 22Q: 3 clusters Score -1.234761e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -12348778.000000 Penalty: 3795.781982
	Iteration 23Q: 3 clusters Score -1.234878e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -12349694.000000 Penalty: 3795.781982
	Iteration 24Q: 3 clusters Score -1.234969e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -12350394.000000 Penalty: 3795.781982
	Iteration 25Q: 3 clusters Score -1.235039e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -12351082.000000 Penalty: 3795.781982
	Iteration 26Q: 3 clusters Score -1.235108e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -12351689.000000 Penalty: 3795.781982
	Iteration 27Q: 3 clusters Score -1.235169e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -12352206.000000 Penalty: 3795.781982
	Iteration 28Q: 3 clusters Score -1.235221e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -12352703.000000 Penalty: 3795.781982
	Iteration 29Q: 3 clusters Score -1.23527e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -12353192.000000 Penalty: 3795.781982
	Iteration 30Q: 3 clusters Score -1.235319e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -12353601.000000 Penalty: 3795.781982
	Iteration 31Q: 3 clusters Score -1.23536e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -12354041.000000 Penalty: 3795.781982
	Iteration 32Q: 3 clusters Score -1.235404e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -12354513.000000 Penalty: 3795.781982
	Iteration 33Q: 3 clusters Score -1.235451e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -12354897.000000 Penalty: 3795.781982
	Iteration 34Q: 3 clusters Score -1.23549e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -12355186.000000 Penalty: 3795.781982
	Iteration 35Q: 3 clusters Score -1.235519e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -12355397.000000 Penalty: 3795.781982
	Iteration 36Q: 3 clusters Score -1.23554e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -12355601.000000 Penalty: 3795.781982
	Iteration 37Q: 3 clusters Score -1.23556e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -12355784.000000 Penalty: 3795.781982
	Iteration 38Q: 3 clusters Score -1.235578e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -12355900.000000 Penalty: 3795.781982
	Iteration 39Q: 3 clusters Score -1.23559e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12355993.000000 Penalty: 3795.781982
	Iteration 40F: 3 clusters Score -1.235599e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -12356039.000000 Penalty: 3795.781982
	Iteration 41Q: 3 clusters Score -1.235604e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -12356101.000000 Penalty: 3795.781982
	Iteration 42Q: 3 clusters Score -1.23561e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -12356123.000000 Penalty: 3795.781982
	Iteration 43Q: 3 clusters Score -1.235612e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12356146.000000 Penalty: 3795.781982
	Iteration 44Q: 3 clusters Score -1.235615e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -12356153.000000 Penalty: 3795.781982
	Iteration 45Q: 3 clusters Score -1.235615e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116396 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12356181.000000 Penalty: 3795.781982
	Iteration 46Q: 3 clusters Score -1.235618e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12356184.000000 Penalty: 3795.781982
	Iteration 47Q: 3 clusters Score -1.235618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116492 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12356217.000000 Penalty: 3795.781982
	Iteration 48Q: 3 clusters Score -1.235622e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116539 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -12356242.000000 Penalty: 3795.781982
	Iteration 49Q: 3 clusters Score -1.235624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12356228.000000 Penalty: 3795.781982
	Iteration 50Q: 3 clusters Score -1.235623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12356242.000000 Penalty: 3795.781982
	Iteration 51Q: 3 clusters Score -1.235624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12356243.000000 Penalty: 3795.781982
	Iteration 52Q: 3 clusters Score -1.235624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12356260.000000 Penalty: 3795.781982
	Iteration 53Q: 3 clusters Score -1.235626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116689 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12356265.000000 Penalty: 3795.781982
	Iteration 54Q: 3 clusters Score -1.235626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12356273.000000 Penalty: 3795.781982
	Iteration 55Q: 3 clusters Score -1.235627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12356270.000000 Penalty: 3795.781982
	Iteration 56Q: 3 clusters Score -1.235627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116732 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12356282.000000 Penalty: 3795.781982
	Iteration 57Q: 3 clusters Score -1.235628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116739 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12356279.000000 Penalty: 3795.781982
	Iteration 58Q: 3 clusters Score -1.235628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116750 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -12356283.000000 Penalty: 3795.781982
	Iteration 59Q: 3 clusters Score -1.235628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12356287.000000 Penalty: 3795.781982
	Iteration 60F: 3 clusters Score -1.235629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12356294.000000 Penalty: 3795.781982
	Iteration 61Q: 3 clusters Score -1.235629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12356299.000000 Penalty: 3795.781982
	Iteration 62Q: 3 clusters Score -1.23563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12356299.000000 Penalty: 3795.781982
	Iteration 63Q: 3 clusters Score -1.23563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12356300.000000 Penalty: 3795.781982
	Iteration 64Q: 3 clusters Score -1.23563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12356304.000000 Penalty: 3795.781982
	Iteration 65Q: 3 clusters Score -1.23563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12356304.000000 Penalty: 3795.781982
	Iteration 66F: 3 clusters Score -1.23563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -750475.375000 Penalty: 1439.715820
	Iteration 0F: 2 clusters Score -750475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -745228.625000 Penalty: 2879.431641
	Iteration 0F: 3 clusters Score -745228.6 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -746790.812500 Penalty: 2879.431641
	Iteration 1F: 3 clusters Score -746790.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -747029.875000 Penalty: 2879.431641
	Iteration 2F: 3 clusters Score -747029.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -747211.312500 Penalty: 2879.431641
	Iteration 3F: 3 clusters Score -747211.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -747409.250000 Penalty: 2879.431641
	Iteration 4Q: 3 clusters Score -747409.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -747610.687500 Penalty: 2879.431641
	Iteration 5Q: 3 clusters Score -747610.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -747834.125000 Penalty: 2879.431641
	Iteration 6Q: 3 clusters Score -747834.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -748117.500000 Penalty: 2879.431641
	Iteration 7F: 3 clusters Score -748117.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -748501.437500 Penalty: 2879.431641
	Iteration 8F: 3 clusters Score -748501.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -748908.625000 Penalty: 2879.431641
	Iteration 9F: 3 clusters Score -748908.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -749249.687500 Penalty: 2879.431641
	Iteration 10F: 3 clusters Score -749249.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -749483.125000 Penalty: 2879.431641
	Iteration 11Q: 3 clusters Score -749483.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -749630.187500 Penalty: 2879.431641
	Iteration 12Q: 3 clusters Score -749630.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -749699.250000 Penalty: 2879.431641
	Iteration 13Q: 3 clusters Score -749699.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -749768.500000 Penalty: 2879.431641
	Iteration 14Q: 3 clusters Score -749768.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -749792.875000 Penalty: 2879.431641
	Iteration 15Q: 3 clusters Score -749792.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -749809.875000 Penalty: 2879.431641
	Iteration 16Q: 3 clusters Score -749809.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -749824.562500 Penalty: 2879.431641
	Iteration 17Q: 3 clusters Score -749824.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -749838.500000 Penalty: 2879.431641
	Iteration 18Q: 3 clusters Score -749838.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -749845.250000 Penalty: 2879.431641
	Iteration 19Q: 3 clusters Score -749845.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -749848.875000 Penalty: 2879.431641
	Iteration 20F: 3 clusters Score -749848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -749852.000000 Penalty: 2879.431641
	Iteration 21Q: 3 clusters Score -749852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -749855.000000 Penalty: 2879.431641
	Iteration 22Q: 3 clusters Score -749855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -749860.562500 Penalty: 2879.431641
	Iteration 23Q: 3 clusters Score -749860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -749864.812500 Penalty: 2879.431641
	Iteration 24Q: 3 clusters Score -749864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -749869.250000 Penalty: 2879.431641
	Iteration 25Q: 3 clusters Score -749869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -749875.500000 Penalty: 2879.431641
	Iteration 26Q: 3 clusters Score -749875.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -749877.937500 Penalty: 2879.431641
	Iteration 27Q: 3 clusters Score -749877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -749883.687500 Penalty: 2879.431641
	Iteration 28Q: 3 clusters Score -749883.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -749888.625000 Penalty: 2879.431641
	Iteration 29Q: 3 clusters Score -749888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -749894.375000 Penalty: 2879.431641
	Iteration 30Q: 3 clusters Score -749894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -749896.875000 Penalty: 2879.431641
	Iteration 31Q: 3 clusters Score -749896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -749898.437500 Penalty: 2879.431641
	Iteration 32Q: 3 clusters Score -749898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -749898.812500 Penalty: 2879.431641
	Iteration 33Q: 3 clusters Score -749898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -749900.187500 Penalty: 2879.431641
	Iteration 34Q: 3 clusters Score -749900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -749900.187500 Penalty: 2879.431641
	Iteration 35F: 3 clusters Score -749900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1565463.125000 Penalty: 1566.369385
	Iteration 0F: 2 clusters Score -1565463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1554896.500000 Penalty: 3132.738770
	Iteration 0F: 3 clusters Score -1554896 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1558733.875000 Penalty: 3132.738770
	Iteration 1F: 3 clusters Score -1558734 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1559253.375000 Penalty: 3132.738770
	Iteration 2F: 3 clusters Score -1559253 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1559837.625000 Penalty: 3132.738770
	Iteration 3F: 3 clusters Score -1559838 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1560445.750000 Penalty: 3132.738770
	Iteration 4F: 3 clusters Score -1560446 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1561002.500000 Penalty: 3132.738770
	Iteration 5F: 3 clusters Score -1561002 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1561506.000000 Penalty: 3132.738770
	Iteration 6F: 3 clusters Score -1561506 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1561944.500000 Penalty: 3132.738770
	Iteration 7Q: 3 clusters Score -1561944 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1562277.875000 Penalty: 3132.738770
	Iteration 8Q: 3 clusters Score -1562278 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1562601.875000 Penalty: 3132.738770
	Iteration 9Q: 3 clusters Score -1562602 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1562901.625000 Penalty: 3132.738770
	Iteration 10Q: 3 clusters Score -1562902 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1563174.875000 Penalty: 3132.738770
	Iteration 11Q: 3 clusters Score -1563175 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1563388.000000 Penalty: 3132.738770
	Iteration 12Q: 3 clusters Score -1563388 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1563540.000000 Penalty: 3132.738770
	Iteration 13Q: 3 clusters Score -1563540 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1563639.375000 Penalty: 3132.738770
	Iteration 14Q: 3 clusters Score -1563639 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1563725.125000 Penalty: 3132.738770
	Iteration 15Q: 3 clusters Score -1563725 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1563800.125000 Penalty: 3132.738770
	Iteration 16Q: 3 clusters Score -1563800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1563870.500000 Penalty: 3132.738770
	Iteration 17Q: 3 clusters Score -1563870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1563926.375000 Penalty: 3132.738770
	Iteration 18Q: 3 clusters Score -1563926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1563989.000000 Penalty: 3132.738770
	Iteration 19Q: 3 clusters Score -1563989 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1564036.625000 Penalty: 3132.738770
	Iteration 20F: 3 clusters Score -1564037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1564071.625000 Penalty: 3132.738770
	Iteration 21Q: 3 clusters Score -1564072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1564109.000000 Penalty: 3132.738770
	Iteration 22Q: 3 clusters Score -1564109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1564134.500000 Penalty: 3132.738770
	Iteration 23Q: 3 clusters Score -1564134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1564155.625000 Penalty: 3132.738770
	Iteration 24Q: 3 clusters Score -1564156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1564174.000000 Penalty: 3132.738770
	Iteration 25Q: 3 clusters Score -1564174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1564190.875000 Penalty: 3132.738770
	Iteration 26Q: 3 clusters Score -1564191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1564201.375000 Penalty: 3132.738770
	Iteration 27Q: 3 clusters Score -1564201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1564210.750000 Penalty: 3132.738770
	Iteration 28Q: 3 clusters Score -1564211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1564220.625000 Penalty: 3132.738770
	Iteration 29Q: 3 clusters Score -1564221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1564229.125000 Penalty: 3132.738770
	Iteration 30Q: 3 clusters Score -1564229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1564237.625000 Penalty: 3132.738770
	Iteration 31Q: 3 clusters Score -1564238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1564247.375000 Penalty: 3132.738770
	Iteration 32Q: 3 clusters Score -1564247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1564253.000000 Penalty: 3132.738770
	Iteration 33Q: 3 clusters Score -1564253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1564260.500000 Penalty: 3132.738770
	Iteration 34Q: 3 clusters Score -1564260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1564262.625000 Penalty: 3132.738770
	Iteration 35Q: 3 clusters Score -1564263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1564269.500000 Penalty: 3132.738770
	Iteration 36Q: 3 clusters Score -1564270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1564273.375000 Penalty: 3132.738770
	Iteration 37Q: 3 clusters Score -1564273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1564276.500000 Penalty: 3132.738770
	Iteration 38Q: 3 clusters Score -1564276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1564279.250000 Penalty: 3132.738770
	Iteration 39Q: 3 clusters Score -1564279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1564281.875000 Penalty: 3132.738770
	Iteration 40F: 3 clusters Score -1564282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -92580.554688 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -92580.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91164.335938 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -91164.34 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91556.945312 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -91556.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91666.250000 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -91666.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91720.039062 Penalty: 2269.731689
	Iteration 3Q: 3 clusters Score -91720.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91775.726562 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -91775.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91803.234375 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -91803.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91823.484375 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -91823.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91841.320312 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -91841.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91857.328125 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -91857.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91871.992188 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -91871.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91889.359375 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -91889.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91901.976562 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -91901.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91917.531250 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -91917.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91926.992188 Penalty: 2269.731689
	Iteration 13Q: 3 clusters Score -91926.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91929.289062 Penalty: 2269.731689
	Iteration 14Q: 3 clusters Score -91929.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91929.773438 Penalty: 2269.731689
	Iteration 15Q: 3 clusters Score -91929.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91930.890625 Penalty: 2269.731689
	Iteration 16Q: 3 clusters Score -91930.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91931.242188 Penalty: 2269.731689
	Iteration 17Q: 3 clusters Score -91931.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91931.242188 Penalty: 2269.731689
	Iteration 18F: 3 clusters Score -91931.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -280655.125000 Penalty: 1305.047241
	Iteration 0F: 2 clusters Score -280655.1 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 1535 members 
Entering Unmasked Estep 
Score: -277949.687500 Penalty: 2610.094482
	Iteration 0F: 3 clusters Score -277949.7 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -278783.156250 Penalty: 2610.094482
	Iteration 1F: 3 clusters Score -278783.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -279102.625000 Penalty: 2610.094482
	Iteration 2F: 3 clusters Score -279102.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -279426.625000 Penalty: 2610.094482
	Iteration 3F: 3 clusters Score -279426.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -279706.906250 Penalty: 2610.094482
	Iteration 4F: 3 clusters Score -279706.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -279954.531250 Penalty: 2610.094482
	Iteration 5F: 3 clusters Score -279954.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -280162.406250 Penalty: 2610.094482
	Iteration 6F: 3 clusters Score -280162.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -280303.250000 Penalty: 2610.094482
	Iteration 7Q: 3 clusters Score -280303.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -280414.875000 Penalty: 2610.094482
	Iteration 8Q: 3 clusters Score -280414.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -280486.468750 Penalty: 2610.094482
	Iteration 9Q: 3 clusters Score -280486.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -280539.000000 Penalty: 2610.094482
	Iteration 10Q: 3 clusters Score -280539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -280570.093750 Penalty: 2610.094482
	Iteration 11Q: 3 clusters Score -280570.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -280587.156250 Penalty: 2610.094482
	Iteration 12Q: 3 clusters Score -280587.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -280606.812500 Penalty: 2610.094482
	Iteration 13Q: 3 clusters Score -280606.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -280630.218750 Penalty: 2610.094482
	Iteration 14Q: 3 clusters Score -280630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -280650.218750 Penalty: 2610.094482
	Iteration 15Q: 3 clusters Score -280650.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -280666.562500 Penalty: 2610.094482
	Iteration 16Q: 3 clusters Score -280666.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -280687.375000 Penalty: 2610.094482
	Iteration 17Q: 3 clusters Score -280687.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -280708.218750 Penalty: 2610.094482
	Iteration 18Q: 3 clusters Score -280708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -280736.500000 Penalty: 2610.094482
	Iteration 19Q: 3 clusters Score -280736.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -280756.812500 Penalty: 2610.094482
	Iteration 20F: 3 clusters Score -280756.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -280766.656250 Penalty: 2610.094482
	Iteration 21Q: 3 clusters Score -280766.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -280770.937500 Penalty: 2610.094482
	Iteration 22Q: 3 clusters Score -280770.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -280773.906250 Penalty: 2610.094482
	Iteration 23Q: 3 clusters Score -280773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -280776.812500 Penalty: 2610.094482
	Iteration 24Q: 3 clusters Score -280776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -280778.187500 Penalty: 2610.094482
	Iteration 25Q: 3 clusters Score -280778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -280780.031250 Penalty: 2610.094482
	Iteration 26Q: 3 clusters Score -280780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -280782.406250 Penalty: 2610.094482
	Iteration 27Q: 3 clusters Score -280782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -280784.125000 Penalty: 2610.094482
	Iteration 28Q: 3 clusters Score -280784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -280786.375000 Penalty: 2610.094482
	Iteration 29Q: 3 clusters Score -280786.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -280787.468750 Penalty: 2610.094482
	Iteration 30Q: 3 clusters Score -280787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -280789.187500 Penalty: 2610.094482
	Iteration 31Q: 3 clusters Score -280789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -280789.781250 Penalty: 2610.094482
	Iteration 32Q: 3 clusters Score -280789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -280789.875000 Penalty: 2610.094482
	Iteration 33Q: 3 clusters Score -280789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -280790.500000 Penalty: 2610.094482
	Iteration 34Q: 3 clusters Score -280790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -280791.343750 Penalty: 2610.094482
	Iteration 35Q: 3 clusters Score -280791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -280791.343750 Penalty: 2610.094482
	Iteration 36F: 3 clusters Score -280791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 2345 members 
Entering Unmasked Estep 
Score: -154066880.000000 Penalty: 113419.390625
Splitting cluster 12 changes total score from -154067776.000000 to -154066880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -1581664.125000 Penalty: 1567.340210
	Iteration 0F: 2 clusters Score -1581664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1571022.000000 Penalty: 3134.680420
	Iteration 0F: 3 clusters Score -1571022 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1574747.375000 Penalty: 3134.680420
	Iteration 1F: 3 clusters Score -1574747 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1575076.250000 Penalty: 3134.680420
	Iteration 2F: 3 clusters Score -1575076 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1575399.750000 Penalty: 3134.680420
	Iteration 3Q: 3 clusters Score -1575400 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1575748.000000 Penalty: 3134.680420
	Iteration 4Q: 3 clusters Score -1575748 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1576123.125000 Penalty: 3134.680420
	Iteration 5Q: 3 clusters Score -1576123 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1576500.250000 Penalty: 3134.680420
	Iteration 6Q: 3 clusters Score -1576500 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1576915.625000 Penalty: 3134.680420
	Iteration 7Q: 3 clusters Score -1576916 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1577385.625000 Penalty: 3134.680420
	Iteration 8F: 3 clusters Score -1577386 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1577948.500000 Penalty: 3134.680420
	Iteration 9F: 3 clusters Score -1577948 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1578552.625000 Penalty: 3134.680420
	Iteration 10F: 3 clusters Score -1578553 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1579094.375000 Penalty: 3134.680420
	Iteration 11Q: 3 clusters Score -1579094 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1579529.000000 Penalty: 3134.680420
	Iteration 12Q: 3 clusters Score -1579529 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1579807.500000 Penalty: 3134.680420
	Iteration 13Q: 3 clusters Score -1579808 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1579975.875000 Penalty: 3134.680420
	Iteration 14Q: 3 clusters Score -1579976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1580070.750000 Penalty: 3134.680420
	Iteration 15Q: 3 clusters Score -1580071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1580142.875000 Penalty: 3134.680420
	Iteration 16Q: 3 clusters Score -1580143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1580188.500000 Penalty: 3134.680420
	Iteration 17Q: 3 clusters Score -1580188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1580222.250000 Penalty: 3134.680420
	Iteration 18Q: 3 clusters Score -1580222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1580247.250000 Penalty: 3134.680420
	Iteration 19Q: 3 clusters Score -1580247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1580270.000000 Penalty: 3134.680420
	Iteration 20F: 3 clusters Score -1580270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1580284.750000 Penalty: 3134.680420
	Iteration 21Q: 3 clusters Score -1580285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1580290.625000 Penalty: 3134.680420
	Iteration 22Q: 3 clusters Score -1580291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1580295.875000 Penalty: 3134.680420
	Iteration 23Q: 3 clusters Score -1580296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1580304.375000 Penalty: 3134.680420
	Iteration 24Q: 3 clusters Score -1580304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1580308.875000 Penalty: 3134.680420
	Iteration 25Q: 3 clusters Score -1580309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1580316.750000 Penalty: 3134.680420
	Iteration 26Q: 3 clusters Score -1580317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1580322.125000 Penalty: 3134.680420
	Iteration 27Q: 3 clusters Score -1580322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1580329.375000 Penalty: 3134.680420
	Iteration 28Q: 3 clusters Score -1580329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1580329.750000 Penalty: 3134.680420
	Iteration 29Q: 3 clusters Score -1580330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1580329.750000 Penalty: 3134.680420
	Iteration 30F: 3 clusters Score -1580330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Entering Unmasked Estep 
Score: -1061878.625000 Penalty: 1501.609863
	Iteration 0F: 2 clusters Score -1061879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1054590.125000 Penalty: 3003.219727
	Iteration 0F: 3 clusters Score -1054590 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1056959.750000 Penalty: 3003.219727
	Iteration 1F: 3 clusters Score -1056960 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1057265.875000 Penalty: 3003.219727
	Iteration 2F: 3 clusters Score -1057266 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1057497.375000 Penalty: 3003.219727
	Iteration 3F: 3 clusters Score -1057497 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1057686.375000 Penalty: 3003.219727
	Iteration 4Q: 3 clusters Score -1057686 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1057860.125000 Penalty: 3003.219727
	Iteration 5Q: 3 clusters Score -1057860 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1058033.125000 Penalty: 3003.219727
	Iteration 6Q: 3 clusters Score -1058033 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1058205.750000 Penalty: 3003.219727
	Iteration 7Q: 3 clusters Score -1058206 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1058367.000000 Penalty: 3003.219727
	Iteration 8Q: 3 clusters Score -1058367 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1058518.625000 Penalty: 3003.219727
	Iteration 9Q: 3 clusters Score -1058519 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1058666.125000 Penalty: 3003.219727
	Iteration 10Q: 3 clusters Score -1058666 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1058787.625000 Penalty: 3003.219727
	Iteration 11Q: 3 clusters Score -1058788 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1058898.250000 Penalty: 3003.219727
	Iteration 12Q: 3 clusters Score -1058898 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1059003.125000 Penalty: 3003.219727
	Iteration 13Q: 3 clusters Score -1059003 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1059106.000000 Penalty: 3003.219727
	Iteration 14Q: 3 clusters Score -1059106 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1059226.750000 Penalty: 3003.219727
	Iteration 15Q: 3 clusters Score -1059227 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1059344.875000 Penalty: 3003.219727
	Iteration 16Q: 3 clusters Score -1059345 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1059462.000000 Penalty: 3003.219727
	Iteration 17Q: 3 clusters Score -1059462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1059576.875000 Penalty: 3003.219727
	Iteration 18Q: 3 clusters Score -1059577 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1059668.375000 Penalty: 3003.219727
	Iteration 19Q: 3 clusters Score -1059668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1059734.375000 Penalty: 3003.219727
	Iteration 20F: 3 clusters Score -1059734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1059789.500000 Penalty: 3003.219727
	Iteration 21Q: 3 clusters Score -1059790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1059838.375000 Penalty: 3003.219727
	Iteration 22Q: 3 clusters Score -1059838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1059890.000000 Penalty: 3003.219727
	Iteration 23Q: 3 clusters Score -1059890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1059936.250000 Penalty: 3003.219727
	Iteration 24Q: 3 clusters Score -1059936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1059987.625000 Penalty: 3003.219727
	Iteration 25Q: 3 clusters Score -1059988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1060025.750000 Penalty: 3003.219727
	Iteration 26Q: 3 clusters Score -1060026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1060060.750000 Penalty: 3003.219727
	Iteration 27Q: 3 clusters Score -1060061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1060097.375000 Penalty: 3003.219727
	Iteration 28Q: 3 clusters Score -1060097 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1060126.250000 Penalty: 3003.219727
	Iteration 29Q: 3 clusters Score -1060126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1060161.625000 Penalty: 3003.219727
	Iteration 30Q: 3 clusters Score -1060162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1060193.750000 Penalty: 3003.219727
	Iteration 31Q: 3 clusters Score -1060194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1060217.625000 Penalty: 3003.219727
	Iteration 32Q: 3 clusters Score -1060218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1060239.250000 Penalty: 3003.219727
	Iteration 33Q: 3 clusters Score -1060239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1060267.000000 Penalty: 3003.219727
	Iteration 34Q: 3 clusters Score -1060267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1060291.750000 Penalty: 3003.219727
	Iteration 35Q: 3 clusters Score -1060292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1060316.250000 Penalty: 3003.219727
	Iteration 36Q: 3 clusters Score -1060316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1060346.750000 Penalty: 3003.219727
	Iteration 37Q: 3 clusters Score -1060347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1060369.000000 Penalty: 3003.219727
	Iteration 38Q: 3 clusters Score -1060369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1060388.000000 Penalty: 3003.219727
	Iteration 39Q: 3 clusters Score -1060388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1060405.375000 Penalty: 3003.219727
	Iteration 40F: 3 clusters Score -1060405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1060426.000000 Penalty: 3003.219727
	Iteration 41Q: 3 clusters Score -1060426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1060439.625000 Penalty: 3003.219727
	Iteration 42Q: 3 clusters Score -1060440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1060454.625000 Penalty: 3003.219727
	Iteration 43Q: 3 clusters Score -1060455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1060474.000000 Penalty: 3003.219727
	Iteration 44Q: 3 clusters Score -1060474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1060499.500000 Penalty: 3003.219727
	Iteration 45Q: 3 clusters Score -1060500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1060522.375000 Penalty: 3003.219727
	Iteration 46Q: 3 clusters Score -1060522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1060541.875000 Penalty: 3003.219727
	Iteration 47Q: 3 clusters Score -1060542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1060560.875000 Penalty: 3003.219727
	Iteration 48Q: 3 clusters Score -1060561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1060572.875000 Penalty: 3003.219727
	Iteration 49Q: 3 clusters Score -1060573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1060587.250000 Penalty: 3003.219727
	Iteration 50Q: 3 clusters Score -1060587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1060596.750000 Penalty: 3003.219727
	Iteration 51Q: 3 clusters Score -1060597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1060602.875000 Penalty: 3003.219727
	Iteration 52Q: 3 clusters Score -1060603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1060605.375000 Penalty: 3003.219727
	Iteration 53Q: 3 clusters Score -1060605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1060606.875000 Penalty: 3003.219727
	Iteration 54Q: 3 clusters Score -1060607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1060606.625000 Penalty: 3003.219727
	Iteration 55Q: 3 clusters Score -1060607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1060606.625000 Penalty: 3003.219727
	Iteration 56F: 3 clusters Score -1060607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (192172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192172 members 
Entering Unmasked Estep 
Score: -20007926.000000 Penalty: 1976.998779
	Iteration 0F: 2 clusters Score -2.000793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 96526 members 
Entering Unmasked Estep 
Score: -19886384.000000 Penalty: 3953.997559
	Iteration 0F: 3 clusters Score -1.988638e+07 nChanged 92959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 105209 members 
Entering Unmasked Estep 
Score: -19942566.000000 Penalty: 3953.997559
	Iteration 1F: 3 clusters Score -1.994257e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -19945076.000000 Penalty: 3953.997559
	Iteration 2Q: 3 clusters Score -1.994508e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -19949282.000000 Penalty: 3953.997559
	Iteration 3Q: 3 clusters Score -1.994928e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -19956698.000000 Penalty: 3953.997559
	Iteration 4F: 3 clusters Score -1.99567e+07 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -19969540.000000 Penalty: 3953.997559
	Iteration 5F: 3 clusters Score -1.996954e+07 nChanged 17689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 165367 members 
Entering Unmasked Estep 
Score: -19984532.000000 Penalty: 3953.997559
	Iteration 6F: 3 clusters Score -1.998453e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 180055 members 
Entering Unmasked Estep 
Score: -19996876.000000 Penalty: 3953.997559
	Iteration 7F: 3 clusters Score -1.999688e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 188253 members 
Entering Unmasked Estep 
Score: -20003098.000000 Penalty: 3953.997559
	Iteration 8Q: 3 clusters Score -2.00031e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 191072 members 
Entering Unmasked Estep 
Score: -20005172.000000 Penalty: 3953.997559
	Iteration 9Q: 3 clusters Score -2.000517e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191829 members 
Entering Unmasked Estep 
Score: -20005784.000000 Penalty: 3953.997559
	Iteration 10Q: 3 clusters Score -2.000578e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191995 members 
Entering Unmasked Estep 
Score: -20006032.000000 Penalty: 3953.997559
	Iteration 11Q: 3 clusters Score -2.000603e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 192023 members 
Entering Unmasked Estep 
Score: -20006084.000000 Penalty: 3953.997559
	Iteration 12Q: 3 clusters Score -2.000608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192028 members 
Entering Unmasked Estep 
Score: -20006120.000000 Penalty: 3953.997559
	Iteration 13Q: 3 clusters Score -2.000612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192028 members 
Entering Unmasked Estep 
Score: -20006140.000000 Penalty: 3953.997559
	Iteration 14Q: 3 clusters Score -2.000614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192031 members 
Entering Unmasked Estep 
Score: -20006158.000000 Penalty: 3953.997559
	Iteration 15Q: 3 clusters Score -2.000616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 192032 members 
Entering Unmasked Estep 
Score: -20006160.000000 Penalty: 3953.997559
	Iteration 16Q: 3 clusters Score -2.000616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192033 members 
Entering Unmasked Estep 
Score: -20006174.000000 Penalty: 3953.997559
	Iteration 17Q: 3 clusters Score -2.000617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192033 members 
Entering Unmasked Estep 
Score: -20006172.000000 Penalty: 3953.997559
	Iteration 18Q: 3 clusters Score -2.000617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192031 members 
Entering Unmasked Estep 
Score: -20006184.000000 Penalty: 3953.997559
	Iteration 19Q: 3 clusters Score -2.000618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 192030 members 
Entering Unmasked Estep 
Score: -20006168.000000 Penalty: 3953.997559
	Iteration 20F: 3 clusters Score -2.000617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192029 members 
Entering Unmasked Estep 
Score: -20006182.000000 Penalty: 3953.997559
	Iteration 21Q: 3 clusters Score -2.000618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192029 members 
Entering Unmasked Estep 
Score: -20006182.000000 Penalty: 3953.997559
	Iteration 22F: 3 clusters Score -2.000618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Entering Unmasked Estep 
Score: -2870931.750000 Penalty: 1675.750977
	Iteration 0F: 2 clusters Score -2870932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2850762.000000 Penalty: 3351.501953
	Iteration 0F: 3 clusters Score -2850762 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2859238.750000 Penalty: 3351.501953
	Iteration 1F: 3 clusters Score -2859239 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2860076.000000 Penalty: 3351.501953
	Iteration 2F: 3 clusters Score -2860076 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2860930.250000 Penalty: 3351.501953
	Iteration 3F: 3 clusters Score -2860930 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2861783.750000 Penalty: 3351.501953
	Iteration 4F: 3 clusters Score -2861784 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2862667.750000 Penalty: 3351.501953
	Iteration 5F: 3 clusters Score -2862668 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2863515.750000 Penalty: 3351.501953
	Iteration 6F: 3 clusters Score -2863516 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2864368.000000 Penalty: 3351.501953
	Iteration 7Q: 3 clusters Score -2864368 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2865209.750000 Penalty: 3351.501953
	Iteration 8Q: 3 clusters Score -2865210 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2866124.500000 Penalty: 3351.501953
	Iteration 9Q: 3 clusters Score -2866124 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2866953.000000 Penalty: 3351.501953
	Iteration 10Q: 3 clusters Score -2866953 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2867639.500000 Penalty: 3351.501953
	Iteration 11Q: 3 clusters Score -2867640 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2868191.500000 Penalty: 3351.501953
	Iteration 12Q: 3 clusters Score -2868192 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2868598.500000 Penalty: 3351.501953
	Iteration 13Q: 3 clusters Score -2868598 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -2868897.750000 Penalty: 3351.501953
	Iteration 14Q: 3 clusters Score -2868898 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2869159.750000 Penalty: 3351.501953
	Iteration 15Q: 3 clusters Score -2869160 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2869375.750000 Penalty: 3351.501953
	Iteration 16Q: 3 clusters Score -2869376 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2869524.250000 Penalty: 3351.501953
	Iteration 17Q: 3 clusters Score -2869524 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -2869646.750000 Penalty: 3351.501953
	Iteration 18Q: 3 clusters Score -2869647 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -2869727.500000 Penalty: 3351.501953
	Iteration 19Q: 3 clusters Score -2869728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -2869806.000000 Penalty: 3351.501953
	Iteration 20F: 3 clusters Score -2869806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -2869858.500000 Penalty: 3351.501953
	Iteration 21Q: 3 clusters Score -2869858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -2869905.250000 Penalty: 3351.501953
	Iteration 22Q: 3 clusters Score -2869905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -2869919.250000 Penalty: 3351.501953
	Iteration 23Q: 3 clusters Score -2869919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2869929.750000 Penalty: 3351.501953
	Iteration 24Q: 3 clusters Score -2869930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -2869949.250000 Penalty: 3351.501953
	Iteration 25Q: 3 clusters Score -2869949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -2869959.250000 Penalty: 3351.501953
	Iteration 26Q: 3 clusters Score -2869959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -2869976.750000 Penalty: 3351.501953
	Iteration 27Q: 3 clusters Score -2869977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -2869992.250000 Penalty: 3351.501953
	Iteration 28Q: 3 clusters Score -2869992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -2870001.750000 Penalty: 3351.501953
	Iteration 29Q: 3 clusters Score -2870002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -2870011.500000 Penalty: 3351.501953
	Iteration 30Q: 3 clusters Score -2870012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -2870011.500000 Penalty: 3351.501953
	Iteration 31Q: 3 clusters Score -2870012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -2870013.250000 Penalty: 3351.501953
	Iteration 32Q: 3 clusters Score -2870013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -2870016.250000 Penalty: 3351.501953
	Iteration 33Q: 3 clusters Score -2870016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -2870018.250000 Penalty: 3351.501953
	Iteration 34Q: 3 clusters Score -2870018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -2870018.750000 Penalty: 3351.501953
	Iteration 35Q: 3 clusters Score -2870019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -2870018.750000 Penalty: 3351.501953
	Iteration 36F: 3 clusters Score -2870019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -537120.875000 Penalty: 1403.270264
	Iteration 0F: 2 clusters Score -537120.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -532772.875000 Penalty: 2806.540527
	Iteration 0F: 3 clusters Score -532772.9 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -534245.937500 Penalty: 2806.540527
	Iteration 1F: 3 clusters Score -534245.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -534687.562500 Penalty: 2806.540527
	Iteration 2F: 3 clusters Score -534687.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -535081.125000 Penalty: 2806.540527
	Iteration 3F: 3 clusters Score -535081.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -535356.125000 Penalty: 2806.540527
	Iteration 4F: 3 clusters Score -535356.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -535528.812500 Penalty: 2806.540527
	Iteration 5F: 3 clusters Score -535528.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -535634.562500 Penalty: 2806.540527
	Iteration 6Q: 3 clusters Score -535634.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -535702.000000 Penalty: 2806.540527
	Iteration 7Q: 3 clusters Score -535702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -535744.750000 Penalty: 2806.540527
	Iteration 8Q: 3 clusters Score -535744.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -535767.375000 Penalty: 2806.540527
	Iteration 9Q: 3 clusters Score -535767.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -535786.562500 Penalty: 2806.540527
	Iteration 10Q: 3 clusters Score -535786.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -535805.125000 Penalty: 2806.540527
	Iteration 11Q: 3 clusters Score -535805.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -535822.562500 Penalty: 2806.540527
	Iteration 12Q: 3 clusters Score -535822.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -535836.562500 Penalty: 2806.540527
	Iteration 13Q: 3 clusters Score -535836.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -535849.625000 Penalty: 2806.540527
	Iteration 14Q: 3 clusters Score -535849.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -535864.562500 Penalty: 2806.540527
	Iteration 15Q: 3 clusters Score -535864.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -535876.062500 Penalty: 2806.540527
	Iteration 16Q: 3 clusters Score -535876.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -535883.812500 Penalty: 2806.540527
	Iteration 17Q: 3 clusters Score -535883.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -535891.187500 Penalty: 2806.540527
	Iteration 18Q: 3 clusters Score -535891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -535894.812500 Penalty: 2806.540527
	Iteration 19Q: 3 clusters Score -535894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -535898.062500 Penalty: 2806.540527
	Iteration 20F: 3 clusters Score -535898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -535902.125000 Penalty: 2806.540527
	Iteration 21Q: 3 clusters Score -535902.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -535908.000000 Penalty: 2806.540527
	Iteration 22Q: 3 clusters Score -535908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -535914.625000 Penalty: 2806.540527
	Iteration 23Q: 3 clusters Score -535914.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -535919.750000 Penalty: 2806.540527
	Iteration 24Q: 3 clusters Score -535919.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -535924.875000 Penalty: 2806.540527
	Iteration 25Q: 3 clusters Score -535924.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -535931.875000 Penalty: 2806.540527
	Iteration 26Q: 3 clusters Score -535931.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -535935.187500 Penalty: 2806.540527
	Iteration 27Q: 3 clusters Score -535935.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -535939.937500 Penalty: 2806.540527
	Iteration 28Q: 3 clusters Score -535939.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -535942.750000 Penalty: 2806.540527
	Iteration 29Q: 3 clusters Score -535942.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -535945.875000 Penalty: 2806.540527
	Iteration 30Q: 3 clusters Score -535945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -535947.437500 Penalty: 2806.540527
	Iteration 31Q: 3 clusters Score -535947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -535948.875000 Penalty: 2806.540527
	Iteration 32Q: 3 clusters Score -535948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -535950.625000 Penalty: 2806.540527
	Iteration 33Q: 3 clusters Score -535950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -535951.750000 Penalty: 2806.540527
	Iteration 34Q: 3 clusters Score -535951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -535955.312500 Penalty: 2806.540527
	Iteration 35Q: 3 clusters Score -535955.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -535957.312500 Penalty: 2806.540527
	Iteration 36Q: 3 clusters Score -535957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -535958.375000 Penalty: 2806.540527
	Iteration 37Q: 3 clusters Score -535958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -535958.437500 Penalty: 2806.540527
	Iteration 38Q: 3 clusters Score -535958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -535958.937500 Penalty: 2806.540527
	Iteration 39Q: 3 clusters Score -535958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -535959.312500 Penalty: 2806.540527
	Iteration 40F: 3 clusters Score -535959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -535959.562500 Penalty: 2806.540527
	Iteration 41Q: 3 clusters Score -535959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -535960.062500 Penalty: 2806.540527
	Iteration 42Q: 3 clusters Score -535960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -535959.625000 Penalty: 2806.540527
	Iteration 43Q: 3 clusters Score -535959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -535959.875000 Penalty: 2806.540527
	Iteration 44Q: 3 clusters Score -535959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -535960.000000 Penalty: 2806.540527
	Iteration 45Q: 3 clusters Score -535960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -535959.750000 Penalty: 2806.540527
	Iteration 46Q: 3 clusters Score -535959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -535959.750000 Penalty: 2806.540527
	Iteration 47F: 3 clusters Score -535959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Entering Unmasked Estep 
Score: -3104788.500000 Penalty: 1674.765381
	Iteration 0F: 2 clusters Score -3104788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3084609.750000 Penalty: 3349.530762
	Iteration 0F: 3 clusters Score -3084610 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3092164.000000 Penalty: 3349.530762
	Iteration 1F: 3 clusters Score -3092164 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3092497.500000 Penalty: 3349.530762
	Iteration 2Q: 3 clusters Score -3092498 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3092814.250000 Penalty: 3349.530762
	Iteration 3Q: 3 clusters Score -3092814 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3093178.000000 Penalty: 3349.530762
	Iteration 4Q: 3 clusters Score -3093178 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3093614.000000 Penalty: 3349.530762
	Iteration 5Q: 3 clusters Score -3093614 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3094142.000000 Penalty: 3349.530762
	Iteration 6Q: 3 clusters Score -3094142 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3094902.750000 Penalty: 3349.530762
	Iteration 7Q: 3 clusters Score -3094903 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3095876.750000 Penalty: 3349.530762
	Iteration 8F: 3 clusters Score -3095877 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3097215.250000 Penalty: 3349.530762
	Iteration 9F: 3 clusters Score -3097215 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3098638.500000 Penalty: 3349.530762
	Iteration 10F: 3 clusters Score -3098638 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3099963.500000 Penalty: 3349.530762
	Iteration 11F: 3 clusters Score -3099964 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3100940.500000 Penalty: 3349.530762
	Iteration 12Q: 3 clusters Score -3100940 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3101677.750000 Penalty: 3349.530762
	Iteration 13Q: 3 clusters Score -3101678 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3102197.250000 Penalty: 3349.530762
	Iteration 14Q: 3 clusters Score -3102197 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3102524.750000 Penalty: 3349.530762
	Iteration 15Q: 3 clusters Score -3102525 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3102757.250000 Penalty: 3349.530762
	Iteration 16Q: 3 clusters Score -3102757 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3102945.500000 Penalty: 3349.530762
	Iteration 17Q: 3 clusters Score -3102946 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3103087.500000 Penalty: 3349.530762
	Iteration 18Q: 3 clusters Score -3103088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3103149.000000 Penalty: 3349.530762
	Iteration 19Q: 3 clusters Score -3103149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3103213.750000 Penalty: 3349.530762
	Iteration 20F: 3 clusters Score -3103214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3103239.500000 Penalty: 3349.530762
	Iteration 21Q: 3 clusters Score -3103240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3103267.000000 Penalty: 3349.530762
	Iteration 22Q: 3 clusters Score -3103267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3103275.500000 Penalty: 3349.530762
	Iteration 23Q: 3 clusters Score -3103276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3103293.750000 Penalty: 3349.530762
	Iteration 24Q: 3 clusters Score -3103294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3103305.750000 Penalty: 3349.530762
	Iteration 25Q: 3 clusters Score -3103306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3103317.000000 Penalty: 3349.530762
	Iteration 26Q: 3 clusters Score -3103317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3103324.750000 Penalty: 3349.530762
	Iteration 27Q: 3 clusters Score -3103325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3103324.250000 Penalty: 3349.530762
	Iteration 28Q: 3 clusters Score -3103324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3103329.250000 Penalty: 3349.530762
	Iteration 29Q: 3 clusters Score -3103329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3103336.250000 Penalty: 3349.530762
	Iteration 30Q: 3 clusters Score -3103336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3103338.000000 Penalty: 3349.530762
	Iteration 31Q: 3 clusters Score -3103338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3103344.000000 Penalty: 3349.530762
	Iteration 32Q: 3 clusters Score -3103344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3103344.500000 Penalty: 3349.530762
	Iteration 33Q: 3 clusters Score -3103344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3103345.250000 Penalty: 3349.530762
	Iteration 34Q: 3 clusters Score -3103345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3103349.250000 Penalty: 3349.530762
	Iteration 35Q: 3 clusters Score -3103349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3103351.500000 Penalty: 3349.530762
	Iteration 36Q: 3 clusters Score -3103352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3103355.000000 Penalty: 3349.530762
	Iteration 37Q: 3 clusters Score -3103355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3103356.250000 Penalty: 3349.530762
	Iteration 38Q: 3 clusters Score -3103356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3103360.000000 Penalty: 3349.530762
	Iteration 39Q: 3 clusters Score -3103360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3103360.500000 Penalty: 3349.530762
	Iteration 40F: 3 clusters Score -3103360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3103359.500000 Penalty: 3349.530762
	Iteration 41Q: 3 clusters Score -3103360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3103362.000000 Penalty: 3349.530762
	Iteration 42Q: 3 clusters Score -3103362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3103362.000000 Penalty: 3349.530762
	Iteration 43F: 3 clusters Score -3103362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Entering Unmasked Estep 
Score: -3930819.750000 Penalty: 1712.867920
	Iteration 0F: 2 clusters Score -3930820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3905351.000000 Penalty: 3425.735840
	Iteration 0F: 3 clusters Score -3905351 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3915356.000000 Penalty: 3425.735840
	Iteration 1F: 3 clusters Score -3915356 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3915827.000000 Penalty: 3425.735840
	Iteration 2Q: 3 clusters Score -3915827 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3916350.250000 Penalty: 3425.735840
	Iteration 3Q: 3 clusters Score -3916350 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3917055.500000 Penalty: 3425.735840
	Iteration 4Q: 3 clusters Score -3917056 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3917924.000000 Penalty: 3425.735840
	Iteration 5Q: 3 clusters Score -3917924 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3919112.250000 Penalty: 3425.735840
	Iteration 6F: 3 clusters Score -3919112 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3920511.750000 Penalty: 3425.735840
	Iteration 7F: 3 clusters Score -3920512 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3922225.250000 Penalty: 3425.735840
	Iteration 8F: 3 clusters Score -3922225 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3923889.750000 Penalty: 3425.735840
	Iteration 9F: 3 clusters Score -3923890 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3925202.250000 Penalty: 3425.735840
	Iteration 10Q: 3 clusters Score -3925202 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3926111.500000 Penalty: 3425.735840
	Iteration 11Q: 3 clusters Score -3926112 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3926693.750000 Penalty: 3425.735840
	Iteration 12Q: 3 clusters Score -3926694 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3927078.250000 Penalty: 3425.735840
	Iteration 13Q: 3 clusters Score -3927078 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -3927396.000000 Penalty: 3425.735840
	Iteration 14Q: 3 clusters Score -3927396 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -3927665.250000 Penalty: 3425.735840
	Iteration 15Q: 3 clusters Score -3927665 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3927930.500000 Penalty: 3425.735840
	Iteration 16Q: 3 clusters Score -3927930 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3928182.500000 Penalty: 3425.735840
	Iteration 17Q: 3 clusters Score -3928182 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -3928354.500000 Penalty: 3425.735840
	Iteration 18Q: 3 clusters Score -3928354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3928493.000000 Penalty: 3425.735840
	Iteration 19Q: 3 clusters Score -3928493 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -3928642.000000 Penalty: 3425.735840
	Iteration 20F: 3 clusters Score -3928642 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -3928769.000000 Penalty: 3425.735840
	Iteration 21Q: 3 clusters Score -3928769 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -3928863.000000 Penalty: 3425.735840
	Iteration 22Q: 3 clusters Score -3928863 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3928952.000000 Penalty: 3425.735840
	Iteration 23Q: 3 clusters Score -3928952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -3929033.750000 Penalty: 3425.735840
	Iteration 24Q: 3 clusters Score -3929034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -3929119.500000 Penalty: 3425.735840
	Iteration 25Q: 3 clusters Score -3929120 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3929169.750000 Penalty: 3425.735840
	Iteration 26Q: 3 clusters Score -3929170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3929227.000000 Penalty: 3425.735840
	Iteration 27Q: 3 clusters Score -3929227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -3929251.750000 Penalty: 3425.735840
	Iteration 28Q: 3 clusters Score -3929252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -3929275.500000 Penalty: 3425.735840
	Iteration 29Q: 3 clusters Score -3929276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -3929294.500000 Penalty: 3425.735840
	Iteration 30Q: 3 clusters Score -3929294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -3929300.250000 Penalty: 3425.735840
	Iteration 31Q: 3 clusters Score -3929300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -3929305.500000 Penalty: 3425.735840
	Iteration 32Q: 3 clusters Score -3929306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -3929321.750000 Penalty: 3425.735840
	Iteration 33Q: 3 clusters Score -3929322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3929323.500000 Penalty: 3425.735840
	Iteration 34Q: 3 clusters Score -3929324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3929326.750000 Penalty: 3425.735840
	Iteration 35Q: 3 clusters Score -3929327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -3929327.000000 Penalty: 3425.735840
	Iteration 36Q: 3 clusters Score -3929327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3929328.750000 Penalty: 3425.735840
	Iteration 37Q: 3 clusters Score -3929329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -3929334.250000 Penalty: 3425.735840
	Iteration 38Q: 3 clusters Score -3929334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -3929336.750000 Penalty: 3425.735840
	Iteration 39Q: 3 clusters Score -3929337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -3929343.000000 Penalty: 3425.735840
	Iteration 40F: 3 clusters Score -3929343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -3929349.250000 Penalty: 3425.735840
	Iteration 41Q: 3 clusters Score -3929349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -3929354.250000 Penalty: 3425.735840
	Iteration 42Q: 3 clusters Score -3929354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3929357.500000 Penalty: 3425.735840
	Iteration 43Q: 3 clusters Score -3929358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -3929360.000000 Penalty: 3425.735840
	Iteration 44Q: 3 clusters Score -3929360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -3929365.500000 Penalty: 3425.735840
	Iteration 45Q: 3 clusters Score -3929366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3929364.750000 Penalty: 3425.735840
	Iteration 46Q: 3 clusters Score -3929365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3929363.500000 Penalty: 3425.735840
	Iteration 47Q: 3 clusters Score -3929364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -3929358.750000 Penalty: 3425.735840
	Iteration 48Q: 3 clusters Score -3929359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -3929361.250000 Penalty: 3425.735840
	Iteration 49Q: 3 clusters Score -3929361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3929365.750000 Penalty: 3425.735840
	Iteration 50Q: 3 clusters Score -3929366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -3929367.000000 Penalty: 3425.735840
	Iteration 51Q: 3 clusters Score -3929367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3929366.500000 Penalty: 3425.735840
	Iteration 52Q: 3 clusters Score -3929366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -3929368.750000 Penalty: 3425.735840
	Iteration 53Q: 3 clusters Score -3929369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -3929369.000000 Penalty: 3425.735840
	Iteration 54Q: 3 clusters Score -3929369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -3929364.000000 Penalty: 3425.735840
	Iteration 55Q: 3 clusters Score -3929364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -3929372.500000 Penalty: 3425.735840
	Iteration 56Q: 3 clusters Score -3929372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -3929369.500000 Penalty: 3425.735840
	Iteration 57Q: 3 clusters Score -3929370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -3929370.000000 Penalty: 3425.735840
	Iteration 58Q: 3 clusters Score -3929370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -3929372.000000 Penalty: 3425.735840
	Iteration 59Q: 3 clusters Score -3929372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -3929369.500000 Penalty: 3425.735840
	Iteration 60F: 3 clusters Score -3929370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -3929370.250000 Penalty: 3425.735840
	Iteration 61Q: 3 clusters Score -3929370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -3929373.000000 Penalty: 3425.735840
	Iteration 62Q: 3 clusters Score -3929373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3929373.000000 Penalty: 3425.735840
	Iteration 63Q: 3 clusters Score -3929373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3929373.000000 Penalty: 3425.735840
	Iteration 64F: 3 clusters Score -3929373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Entering Unmasked Estep 
Score: -16157703.000000 Penalty: 1942.322388
	Iteration 0F: 2 clusters Score -1.61577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -16056898.000000 Penalty: 3884.644775
	Iteration 0F: 3 clusters Score -1.60569e+07 nChanged 74730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -16101039.000000 Penalty: 3884.644775
	Iteration 1F: 3 clusters Score -1.610104e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -16102025.000000 Penalty: 3884.644775
	Iteration 2Q: 3 clusters Score -1.610202e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -16103291.000000 Penalty: 3884.644775
	Iteration 3Q: 3 clusters Score -1.610329e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -16104924.000000 Penalty: 3884.644775
	Iteration 4Q: 3 clusters Score -1.610492e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -16107557.000000 Penalty: 3884.644775
	Iteration 5Q: 3 clusters Score -1.610756e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -16111664.000000 Penalty: 3884.644775
	Iteration 6Q: 3 clusters Score -1.611166e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -16117725.000000 Penalty: 3884.644775
	Iteration 7F: 3 clusters Score -1.611772e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -16124994.000000 Penalty: 3884.644775
	Iteration 8F: 3 clusters Score -1.612499e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -16132040.000000 Penalty: 3884.644775
	Iteration 9F: 3 clusters Score -1.613204e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -16137521.000000 Penalty: 3884.644775
	Iteration 10F: 3 clusters Score -1.613752e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116781 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -16141076.000000 Penalty: 3884.644775
	Iteration 11Q: 3 clusters Score -1.614108e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -16143265.000000 Penalty: 3884.644775
	Iteration 12Q: 3 clusters Score -1.614326e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -16144654.000000 Penalty: 3884.644775
	Iteration 13Q: 3 clusters Score -1.614465e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -16145687.000000 Penalty: 3884.644775
	Iteration 14Q: 3 clusters Score -1.614569e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -16146580.000000 Penalty: 3884.644775
	Iteration 15Q: 3 clusters Score -1.614658e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129554 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -16147500.000000 Penalty: 3884.644775
	Iteration 16Q: 3 clusters Score -1.61475e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -16148459.000000 Penalty: 3884.644775
	Iteration 17Q: 3 clusters Score -1.614846e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134716 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -16149525.000000 Penalty: 3884.644775
	Iteration 18Q: 3 clusters Score -1.614952e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137254 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -16150629.000000 Penalty: 3884.644775
	Iteration 19Q: 3 clusters Score -1.615063e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -16151788.000000 Penalty: 3884.644775
	Iteration 20F: 3 clusters Score -1.615179e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142072 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -16152880.000000 Penalty: 3884.644775
	Iteration 21Q: 3 clusters Score -1.615288e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -16153687.000000 Penalty: 3884.644775
	Iteration 22Q: 3 clusters Score -1.615369e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146042 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -16154315.000000 Penalty: 3884.644775
	Iteration 23Q: 3 clusters Score -1.615432e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -16154795.000000 Penalty: 3884.644775
	Iteration 24Q: 3 clusters Score -1.61548e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -16155154.000000 Penalty: 3884.644775
	Iteration 25Q: 3 clusters Score -1.615515e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -16155372.000000 Penalty: 3884.644775
	Iteration 26Q: 3 clusters Score -1.615537e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150440 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -16155576.000000 Penalty: 3884.644775
	Iteration 27Q: 3 clusters Score -1.615558e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -16155751.000000 Penalty: 3884.644775
	Iteration 28Q: 3 clusters Score -1.615575e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -16155879.000000 Penalty: 3884.644775
	Iteration 29Q: 3 clusters Score -1.615588e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -16155942.000000 Penalty: 3884.644775
	Iteration 30Q: 3 clusters Score -1.615594e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -16156006.000000 Penalty: 3884.644775
	Iteration 31Q: 3 clusters Score -1.615601e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -16156025.000000 Penalty: 3884.644775
	Iteration 32Q: 3 clusters Score -1.615602e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -16156109.000000 Penalty: 3884.644775
	Iteration 33Q: 3 clusters Score -1.615611e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152898 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -16156155.000000 Penalty: 3884.644775
	Iteration 34Q: 3 clusters Score -1.615616e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -16156149.000000 Penalty: 3884.644775
	Iteration 35Q: 3 clusters Score -1.615615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -16156175.000000 Penalty: 3884.644775
	Iteration 36Q: 3 clusters Score -1.615618e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16156199.000000 Penalty: 3884.644775
	Iteration 37Q: 3 clusters Score -1.61562e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153250 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -16156208.000000 Penalty: 3884.644775
	Iteration 38Q: 3 clusters Score -1.615621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153316 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -16156223.000000 Penalty: 3884.644775
	Iteration 39Q: 3 clusters Score -1.615622e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -16156239.000000 Penalty: 3884.644775
	Iteration 40F: 3 clusters Score -1.615624e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -16156243.000000 Penalty: 3884.644775
	Iteration 41Q: 3 clusters Score -1.615624e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -16156257.000000 Penalty: 3884.644775
	Iteration 42Q: 3 clusters Score -1.615626e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -16156279.000000 Penalty: 3884.644775
	Iteration 43Q: 3 clusters Score -1.615628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -16156284.000000 Penalty: 3884.644775
	Iteration 44Q: 3 clusters Score -1.615628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -16156306.000000 Penalty: 3884.644775
	Iteration 45Q: 3 clusters Score -1.615631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153586 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16156303.000000 Penalty: 3884.644775
	Iteration 46Q: 3 clusters Score -1.61563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16156319.000000 Penalty: 3884.644775
	Iteration 47Q: 3 clusters Score -1.615632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16156315.000000 Penalty: 3884.644775
	Iteration 48Q: 3 clusters Score -1.615632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16156305.000000 Penalty: 3884.644775
	Iteration 49Q: 3 clusters Score -1.61563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -16156303.000000 Penalty: 3884.644775
	Iteration 50Q: 3 clusters Score -1.61563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -16156295.000000 Penalty: 3884.644775
	Iteration 51Q: 3 clusters Score -1.61563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -16156306.000000 Penalty: 3884.644775
	Iteration 52Q: 3 clusters Score -1.615631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153714 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -16156301.000000 Penalty: 3884.644775
	Iteration 53Q: 3 clusters Score -1.61563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16156308.000000 Penalty: 3884.644775
	Iteration 54Q: 3 clusters Score -1.615631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153730 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -16156310.000000 Penalty: 3884.644775
	Iteration 55Q: 3 clusters Score -1.615631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -16156326.000000 Penalty: 3884.644775
	Iteration 56Q: 3 clusters Score -1.615633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -16156329.000000 Penalty: 3884.644775
	Iteration 57Q: 3 clusters Score -1.615633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -16156336.000000 Penalty: 3884.644775
	Iteration 58Q: 3 clusters Score -1.615634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -16156332.000000 Penalty: 3884.644775
	Iteration 59Q: 3 clusters Score -1.615633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16156337.000000 Penalty: 3884.644775
	Iteration 60F: 3 clusters Score -1.615634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -16156324.000000 Penalty: 3884.644775
	Iteration 61Q: 3 clusters Score -1.615632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16156325.000000 Penalty: 3884.644775
	Iteration 62Q: 3 clusters Score -1.615632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16156335.000000 Penalty: 3884.644775
	Iteration 63Q: 3 clusters Score -1.615634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16156333.000000 Penalty: 3884.644775
	Iteration 64Q: 3 clusters Score -1.615633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -16156331.000000 Penalty: 3884.644775
	Iteration 65Q: 3 clusters Score -1.615633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16156338.000000 Penalty: 3884.644775
	Iteration 66Q: 3 clusters Score -1.615634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16156336.000000 Penalty: 3884.644775
	Iteration 67Q: 3 clusters Score -1.615634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16156333.000000 Penalty: 3884.644775
	Iteration 68Q: 3 clusters Score -1.615633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16156328.000000 Penalty: 3884.644775
	Iteration 69Q: 3 clusters Score -1.615633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16156338.000000 Penalty: 3884.644775
	Iteration 70Q: 3 clusters Score -1.615634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -16156340.000000 Penalty: 3884.644775
	Iteration 71Q: 3 clusters Score -1.615634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16156344.000000 Penalty: 3884.644775
	Iteration 72Q: 3 clusters Score -1.615634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16156336.000000 Penalty: 3884.644775
	Iteration 73Q: 3 clusters Score -1.615634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16156344.000000 Penalty: 3884.644775
	Iteration 74Q: 3 clusters Score -1.615634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -16156343.000000 Penalty: 3884.644775
	Iteration 75Q: 3 clusters Score -1.615634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16156339.000000 Penalty: 3884.644775
	Iteration 76Q: 3 clusters Score -1.615634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -16156344.000000 Penalty: 3884.644775
	Iteration 77Q: 3 clusters Score -1.615634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16156357.000000 Penalty: 3884.644775
	Iteration 78Q: 3 clusters Score -1.615636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153771 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16156348.000000 Penalty: 3884.644775
	Iteration 79Q: 3 clusters Score -1.615635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153770 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16156351.000000 Penalty: 3884.644775
	Iteration 80F: 3 clusters Score -1.615635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16156359.000000 Penalty: 3884.644775
	Iteration 81Q: 3 clusters Score -1.615636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153774 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16156349.000000 Penalty: 3884.644775
	Iteration 82Q: 3 clusters Score -1.615635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -16156354.000000 Penalty: 3884.644775
	Iteration 83Q: 3 clusters Score -1.615635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153782 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -16156341.000000 Penalty: 3884.644775
	Iteration 84Q: 3 clusters Score -1.615634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16156345.000000 Penalty: 3884.644775
	Iteration 85Q: 3 clusters Score -1.615634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16156351.000000 Penalty: 3884.644775
	Iteration 86Q: 3 clusters Score -1.615635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16156354.000000 Penalty: 3884.644775
	Iteration 87Q: 3 clusters Score -1.615635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16156355.000000 Penalty: 3884.644775
	Iteration 88Q: 3 clusters Score -1.615636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16156336.000000 Penalty: 3884.644775
	Iteration 89Q: 3 clusters Score -1.615634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16156339.000000 Penalty: 3884.644775
	Iteration 90Q: 3 clusters Score -1.615634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16156343.000000 Penalty: 3884.644775
	Iteration 91Q: 3 clusters Score -1.615634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153828 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16156345.000000 Penalty: 3884.644775
	Iteration 92Q: 3 clusters Score -1.615634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -16156347.000000 Penalty: 3884.644775
	Iteration 93Q: 3 clusters Score -1.615635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16156348.000000 Penalty: 3884.644775
	Iteration 94Q: 3 clusters Score -1.615635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16156356.000000 Penalty: 3884.644775
	Iteration 95Q: 3 clusters Score -1.615636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16156353.000000 Penalty: 3884.644775
	Iteration 96Q: 3 clusters Score -1.615635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -16156348.000000 Penalty: 3884.644775
	Iteration 97Q: 3 clusters Score -1.615635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -16156335.000000 Penalty: 3884.644775
	Iteration 98Q: 3 clusters Score -1.615634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16156340.000000 Penalty: 3884.644775
	Iteration 99Q: 3 clusters Score -1.615634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16156339.000000 Penalty: 3884.644775
	Iteration 100F: 3 clusters Score -1.615634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16156338.000000 Penalty: 3884.644775
	Iteration 101Q: 3 clusters Score -1.615634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16156342.000000 Penalty: 3884.644775
	Iteration 102Q: 3 clusters Score -1.615634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -16156355.000000 Penalty: 3884.644775
	Iteration 103Q: 3 clusters Score -1.615636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -16156358.000000 Penalty: 3884.644775
	Iteration 104Q: 3 clusters Score -1.615636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16156367.000000 Penalty: 3884.644775
	Iteration 105Q: 3 clusters Score -1.615637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -16156353.000000 Penalty: 3884.644775
	Iteration 106Q: 3 clusters Score -1.615635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16156355.000000 Penalty: 3884.644775
	Iteration 107Q: 3 clusters Score -1.615636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16156365.000000 Penalty: 3884.644775
	Iteration 108Q: 3 clusters Score -1.615636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153909 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16156360.000000 Penalty: 3884.644775
	Iteration 109Q: 3 clusters Score -1.615636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16156359.000000 Penalty: 3884.644775
	Iteration 110Q: 3 clusters Score -1.615636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153927 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -16156359.000000 Penalty: 3884.644775
	Iteration 111Q: 3 clusters Score -1.615636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16156364.000000 Penalty: 3884.644775
	Iteration 112Q: 3 clusters Score -1.615636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153941 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16156369.000000 Penalty: 3884.644775
	Iteration 113Q: 3 clusters Score -1.615637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16156364.000000 Penalty: 3884.644775
	Iteration 114Q: 3 clusters Score -1.615636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16156364.000000 Penalty: 3884.644775
	Iteration 115F: 3 clusters Score -1.615636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -845079.000000 Penalty: 1464.788330
	Iteration 0F: 2 clusters Score -845079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -839084.437500 Penalty: 2929.576660
	Iteration 0F: 3 clusters Score -839084.4 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -840884.250000 Penalty: 2929.576660
	Iteration 1F: 3 clusters Score -840884.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -841123.250000 Penalty: 2929.576660
	Iteration 2F: 3 clusters Score -841123.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -841325.187500 Penalty: 2929.576660
	Iteration 3F: 3 clusters Score -841325.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -841507.687500 Penalty: 2929.576660
	Iteration 4Q: 3 clusters Score -841507.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -841677.562500 Penalty: 2929.576660
	Iteration 5Q: 3 clusters Score -841677.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -841853.812500 Penalty: 2929.576660
	Iteration 6Q: 3 clusters Score -841853.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -842046.562500 Penalty: 2929.576660
	Iteration 7Q: 3 clusters Score -842046.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -842280.187500 Penalty: 2929.576660
	Iteration 8Q: 3 clusters Score -842280.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -842474.437500 Penalty: 2929.576660
	Iteration 9Q: 3 clusters Score -842474.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -842620.437500 Penalty: 2929.576660
	Iteration 10Q: 3 clusters Score -842620.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -842761.125000 Penalty: 2929.576660
	Iteration 11Q: 3 clusters Score -842761.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -842868.062500 Penalty: 2929.576660
	Iteration 12Q: 3 clusters Score -842868.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -842957.750000 Penalty: 2929.576660
	Iteration 13Q: 3 clusters Score -842957.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -843062.500000 Penalty: 2929.576660
	Iteration 14Q: 3 clusters Score -843062.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -843173.375000 Penalty: 2929.576660
	Iteration 15Q: 3 clusters Score -843173.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -843270.562500 Penalty: 2929.576660
	Iteration 16Q: 3 clusters Score -843270.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -843385.812500 Penalty: 2929.576660
	Iteration 17Q: 3 clusters Score -843385.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -843497.187500 Penalty: 2929.576660
	Iteration 18Q: 3 clusters Score -843497.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -843579.625000 Penalty: 2929.576660
	Iteration 19Q: 3 clusters Score -843579.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -843653.062500 Penalty: 2929.576660
	Iteration 20F: 3 clusters Score -843653.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -843705.312500 Penalty: 2929.576660
	Iteration 21Q: 3 clusters Score -843705.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -843741.875000 Penalty: 2929.576660
	Iteration 22Q: 3 clusters Score -843741.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -843772.062500 Penalty: 2929.576660
	Iteration 23Q: 3 clusters Score -843772.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -843788.250000 Penalty: 2929.576660
	Iteration 24Q: 3 clusters Score -843788.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -843809.750000 Penalty: 2929.576660
	Iteration 25Q: 3 clusters Score -843809.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -843823.250000 Penalty: 2929.576660
	Iteration 26Q: 3 clusters Score -843823.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -843835.250000 Penalty: 2929.576660
	Iteration 27Q: 3 clusters Score -843835.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -843845.250000 Penalty: 2929.576660
	Iteration 28Q: 3 clusters Score -843845.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -843851.562500 Penalty: 2929.576660
	Iteration 29Q: 3 clusters Score -843851.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -843856.875000 Penalty: 2929.576660
	Iteration 30Q: 3 clusters Score -843856.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -843857.937500 Penalty: 2929.576660
	Iteration 31Q: 3 clusters Score -843857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -843861.500000 Penalty: 2929.576660
	Iteration 32Q: 3 clusters Score -843861.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -843866.000000 Penalty: 2929.576660
	Iteration 33Q: 3 clusters Score -843866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -843867.750000 Penalty: 2929.576660
	Iteration 34Q: 3 clusters Score -843867.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -843870.062500 Penalty: 2929.576660
	Iteration 35Q: 3 clusters Score -843870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -843869.625000 Penalty: 2929.576660
	Iteration 36Q: 3 clusters Score -843869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -843871.437500 Penalty: 2929.576660
	Iteration 37Q: 3 clusters Score -843871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -843872.000000 Penalty: 2929.576660
	Iteration 38Q: 3 clusters Score -843872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -843872.750000 Penalty: 2929.576660
	Iteration 39Q: 3 clusters Score -843872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -843871.750000 Penalty: 2929.576660
	Iteration 40F: 3 clusters Score -843871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -843871.062500 Penalty: 2929.576660
	Iteration 41Q: 3 clusters Score -843871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -843872.125000 Penalty: 2929.576660
	Iteration 42Q: 3 clusters Score -843872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -843872.687500 Penalty: 2929.576660
	Iteration 43Q: 3 clusters Score -843872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -843872.312500 Penalty: 2929.576660
	Iteration 44Q: 3 clusters Score -843872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -843871.437500 Penalty: 2929.576660
	Iteration 45Q: 3 clusters Score -843871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -843873.250000 Penalty: 2929.576660
	Iteration 46Q: 3 clusters Score -843873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -843873.187500 Penalty: 2929.576660
	Iteration 47Q: 3 clusters Score -843873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -843875.062500 Penalty: 2929.576660
	Iteration 48Q: 3 clusters Score -843875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -843875.687500 Penalty: 2929.576660
	Iteration 49Q: 3 clusters Score -843875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -843876.812500 Penalty: 2929.576660
	Iteration 50Q: 3 clusters Score -843876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -843875.937500 Penalty: 2929.576660
	Iteration 51Q: 3 clusters Score -843875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -843876.000000 Penalty: 2929.576660
	Iteration 52Q: 3 clusters Score -843876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -843876.687500 Penalty: 2929.576660
	Iteration 53Q: 3 clusters Score -843876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -843877.875000 Penalty: 2929.576660
	Iteration 54Q: 3 clusters Score -843877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -843877.750000 Penalty: 2929.576660
	Iteration 55Q: 3 clusters Score -843877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -843879.500000 Penalty: 2929.576660
	Iteration 56Q: 3 clusters Score -843879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -843878.937500 Penalty: 2929.576660
	Iteration 57Q: 3 clusters Score -843878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -843878.062500 Penalty: 2929.576660
	Iteration 58Q: 3 clusters Score -843878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -843879.312500 Penalty: 2929.576660
	Iteration 59Q: 3 clusters Score -843879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -843881.312500 Penalty: 2929.576660
	Iteration 60F: 3 clusters Score -843881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -843885.187500 Penalty: 2929.576660
	Iteration 61Q: 3 clusters Score -843885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -843886.562500 Penalty: 2929.576660
	Iteration 62Q: 3 clusters Score -843886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -843884.687500 Penalty: 2929.576660
	Iteration 63Q: 3 clusters Score -843884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -843884.687500 Penalty: 2929.576660
	Iteration 64Q: 3 clusters Score -843884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -843886.125000 Penalty: 2929.576660
	Iteration 65Q: 3 clusters Score -843886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -843887.875000 Penalty: 2929.576660
	Iteration 66Q: 3 clusters Score -843887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -843887.812500 Penalty: 2929.576660
	Iteration 67Q: 3 clusters Score -843887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -843888.312500 Penalty: 2929.576660
	Iteration 68Q: 3 clusters Score -843888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -843889.875000 Penalty: 2929.576660
	Iteration 69Q: 3 clusters Score -843889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -843890.375000 Penalty: 2929.576660
	Iteration 70Q: 3 clusters Score -843890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -843890.375000 Penalty: 2929.576660
	Iteration 71F: 3 clusters Score -843890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -290061.468750 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -290061.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287372.406250 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -287372.4 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -288295.625000 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -288295.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -288619.750000 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -288619.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -288931.875000 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -288931.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -289130.843750 Penalty: 2608.186523
	Iteration 4F: 3 clusters Score -289130.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -289241.750000 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -289241.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -289309.375000 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -289309.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -289345.437500 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -289345.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -289366.468750 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -289366.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -289376.000000 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -289376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -289380.875000 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -289380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -289382.375000 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -289382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -289383.625000 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -289383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -289385.156250 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -289385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -289386.718750 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -289386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -289386.218750 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -289386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -289386.218750 Penalty: 2608.186523
	Iteration 16F: 3 clusters Score -289386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -143908.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -143908.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -142063.250000 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -142063.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142597.406250 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -142597.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -142794.406250 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -142794.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142933.656250 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -142933.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -143032.296875 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -143032.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -143094.640625 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -143094.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -143158.343750 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -143158.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143217.406250 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -143217.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -143245.359375 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -143245.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -143262.593750 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -143262.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -143280.734375 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -143280.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143290.312500 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -143290.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -143300.218750 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -143300.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -143308.375000 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -143308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -143315.562500 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -143315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -143324.421875 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -143324.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -143332.250000 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -143332.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143338.218750 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -143338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -143340.687500 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -143340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143341.406250 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -143341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143343.375000 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -143343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143345.109375 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -143345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143345.109375 Penalty: 2408.362793
	Iteration 22F: 3 clusters Score -143345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -1133025.875000 Penalty: 1509.742310
	Iteration 0F: 2 clusters Score -1133026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1125294.250000 Penalty: 3019.484619
	Iteration 0F: 3 clusters Score -1125294 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1128041.250000 Penalty: 3019.484619
	Iteration 1F: 3 clusters Score -1128041 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1128678.750000 Penalty: 3019.484619
	Iteration 2F: 3 clusters Score -1128679 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1129353.250000 Penalty: 3019.484619
	Iteration 3F: 3 clusters Score -1129353 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1130048.250000 Penalty: 3019.484619
	Iteration 4F: 3 clusters Score -1130048 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1130660.375000 Penalty: 3019.484619
	Iteration 5F: 3 clusters Score -1130660 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1131265.250000 Penalty: 3019.484619
	Iteration 6F: 3 clusters Score -1131265 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1131819.000000 Penalty: 3019.484619
	Iteration 7F: 3 clusters Score -1131819 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1132264.875000 Penalty: 3019.484619
	Iteration 8Q: 3 clusters Score -1132265 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1132587.250000 Penalty: 3019.484619
	Iteration 9Q: 3 clusters Score -1132587 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1132773.500000 Penalty: 3019.484619
	Iteration 10Q: 3 clusters Score -1132774 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1132896.625000 Penalty: 3019.484619
	Iteration 11Q: 3 clusters Score -1132897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1132962.125000 Penalty: 3019.484619
	Iteration 12Q: 3 clusters Score -1132962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1132998.125000 Penalty: 3019.484619
	Iteration 13Q: 3 clusters Score -1132998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1133015.500000 Penalty: 3019.484619
	Iteration 14Q: 3 clusters Score -1133016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1133024.125000 Penalty: 3019.484619
	Iteration 15Q: 3 clusters Score -1133024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1133029.625000 Penalty: 3019.484619
	Iteration 16Q: 3 clusters Score -1133030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1133032.250000 Penalty: 3019.484619
	Iteration 17Q: 3 clusters Score -1133032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1133039.000000 Penalty: 3019.484619
	Iteration 18Q: 3 clusters Score -1133039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1133042.000000 Penalty: 3019.484619
	Iteration 19Q: 3 clusters Score -1133042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1133043.375000 Penalty: 3019.484619
	Iteration 20F: 3 clusters Score -1133043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1133043.125000 Penalty: 3019.484619
	Iteration 21Q: 3 clusters Score -1133043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1133044.500000 Penalty: 3019.484619
	Iteration 22Q: 3 clusters Score -1133044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1133044.875000 Penalty: 3019.484619
	Iteration 23Q: 3 clusters Score -1133045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1133043.375000 Penalty: 3019.484619
	Iteration 24Q: 3 clusters Score -1133043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1133044.000000 Penalty: 3019.484619
	Iteration 25Q: 3 clusters Score -1133044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1133044.000000 Penalty: 3019.484619
	Iteration 26F: 3 clusters Score -1133044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 4655 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 6182 members 
Entering Unmasked Estep 
Score: -154067136.000000 Penalty: 113419.390625
Splitting cluster 24 changes total score from -154067776.000000 to -154067136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -536332.125000 Penalty: 1397.809082
	Iteration 0F: 2 clusters Score -536332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -532072.187500 Penalty: 2795.618164
	Iteration 0F: 3 clusters Score -532072.2 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -533543.062500 Penalty: 2795.618164
	Iteration 1F: 3 clusters Score -533543.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -534039.625000 Penalty: 2795.618164
	Iteration 2F: 3 clusters Score -534039.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -534566.875000 Penalty: 2795.618164
	Iteration 3F: 3 clusters Score -534566.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -535074.125000 Penalty: 2795.618164
	Iteration 4F: 3 clusters Score -535074.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -535434.500000 Penalty: 2795.618164
	Iteration 5F: 3 clusters Score -535434.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -535680.250000 Penalty: 2795.618164
	Iteration 6Q: 3 clusters Score -535680.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -535831.812500 Penalty: 2795.618164
	Iteration 7Q: 3 clusters Score -535831.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -535923.687500 Penalty: 2795.618164
	Iteration 8Q: 3 clusters Score -535923.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -535967.375000 Penalty: 2795.618164
	Iteration 9Q: 3 clusters Score -535967.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -536005.250000 Penalty: 2795.618164
	Iteration 10Q: 3 clusters Score -536005.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -536036.375000 Penalty: 2795.618164
	Iteration 11Q: 3 clusters Score -536036.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -536058.875000 Penalty: 2795.618164
	Iteration 12Q: 3 clusters Score -536058.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -536073.062500 Penalty: 2795.618164
	Iteration 13Q: 3 clusters Score -536073.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -536082.937500 Penalty: 2795.618164
	Iteration 14Q: 3 clusters Score -536082.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -536089.625000 Penalty: 2795.618164
	Iteration 15Q: 3 clusters Score -536089.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -536098.000000 Penalty: 2795.618164
	Iteration 16Q: 3 clusters Score -536098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -536101.812500 Penalty: 2795.618164
	Iteration 17Q: 3 clusters Score -536101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -536103.000000 Penalty: 2795.618164
	Iteration 18Q: 3 clusters Score -536103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -536104.312500 Penalty: 2795.618164
	Iteration 19Q: 3 clusters Score -536104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -536105.562500 Penalty: 2795.618164
	Iteration 20F: 3 clusters Score -536105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -536105.750000 Penalty: 2795.618164
	Iteration 21Q: 3 clusters Score -536105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -536106.312500 Penalty: 2795.618164
	Iteration 22Q: 3 clusters Score -536106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -536105.937500 Penalty: 2795.618164
	Iteration 23Q: 3 clusters Score -536105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -536105.937500 Penalty: 2795.618164
	Iteration 24F: 3 clusters Score -536105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -518668.437500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -518668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -514508.750000 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -514508.8 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -515710.750000 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -515710.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -515915.625000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -515915.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -516071.781250 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -516071.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -516201.968750 Penalty: 2782.952637
	Iteration 4Q: 3 clusters Score -516202 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -516315.437500 Penalty: 2782.952637
	Iteration 5Q: 3 clusters Score -516315.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -516423.375000 Penalty: 2782.952637
	Iteration 6Q: 3 clusters Score -516423.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -516537.343750 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -516537.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -516669.593750 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -516669.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -516814.218750 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -516814.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -516998.343750 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -516998.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -517163.781250 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -517163.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -517299.843750 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -517299.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -517400.343750 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -517400.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -517489.937500 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -517489.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -517562.437500 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -517562.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -517607.062500 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -517607.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -517651.718750 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -517651.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -517686.812500 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -517686.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -517714.375000 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -517714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -517731.656250 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -517731.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -517751.593750 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -517751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -517768.843750 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -517768.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -517784.156250 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -517784.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -517795.656250 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -517795.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -517799.218750 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -517799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -517801.468750 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -517801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517802.468750 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -517802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -517806.531250 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -517806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -517812.875000 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -517812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -517815.031250 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -517815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -517818.343750 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -517818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -517823.937500 Penalty: 2782.952637
	Iteration 32Q: 3 clusters Score -517823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517827.625000 Penalty: 2782.952637
	Iteration 33Q: 3 clusters Score -517827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -517829.406250 Penalty: 2782.952637
	Iteration 34Q: 3 clusters Score -517829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -517832.125000 Penalty: 2782.952637
	Iteration 35Q: 3 clusters Score -517832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517836.125000 Penalty: 2782.952637
	Iteration 36Q: 3 clusters Score -517836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -517839.875000 Penalty: 2782.952637
	Iteration 37Q: 3 clusters Score -517839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -517842.843750 Penalty: 2782.952637
	Iteration 38Q: 3 clusters Score -517842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517846.156250 Penalty: 2782.952637
	Iteration 39Q: 3 clusters Score -517846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -517848.343750 Penalty: 2782.952637
	Iteration 40F: 3 clusters Score -517848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -517850.031250 Penalty: 2782.952637
	Iteration 41Q: 3 clusters Score -517850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -517854.125000 Penalty: 2782.952637
	Iteration 42Q: 3 clusters Score -517854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -517857.343750 Penalty: 2782.952637
	Iteration 43Q: 3 clusters Score -517857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -517860.656250 Penalty: 2782.952637
	Iteration 44Q: 3 clusters Score -517860.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -517861.937500 Penalty: 2782.952637
	Iteration 45Q: 3 clusters Score -517861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -517863.218750 Penalty: 2782.952637
	Iteration 46Q: 3 clusters Score -517863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -517865.531250 Penalty: 2782.952637
	Iteration 47Q: 3 clusters Score -517865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -517867.437500 Penalty: 2782.952637
	Iteration 48Q: 3 clusters Score -517867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -517868.031250 Penalty: 2782.952637
	Iteration 49Q: 3 clusters Score -517868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -517868.031250 Penalty: 2782.952637
	Iteration 50F: 3 clusters Score -517868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Entering Unmasked Estep 
Score: -399877.781250 Penalty: 1353.451782
	Iteration 0F: 2 clusters Score -399877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -396447.375000 Penalty: 2706.903564
	Iteration 0F: 3 clusters Score -396447.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -397360.843750 Penalty: 2706.903564
	Iteration 1F: 3 clusters Score -397360.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -397566.562500 Penalty: 2706.903564
	Iteration 2F: 3 clusters Score -397566.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -397706.312500 Penalty: 2706.903564
	Iteration 3F: 3 clusters Score -397706.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -397835.218750 Penalty: 2706.903564
	Iteration 4Q: 3 clusters Score -397835.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -397999.937500 Penalty: 2706.903564
	Iteration 5Q: 3 clusters Score -397999.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -398205.062500 Penalty: 2706.903564
	Iteration 6F: 3 clusters Score -398205.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -398410.968750 Penalty: 2706.903564
	Iteration 7F: 3 clusters Score -398411 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -398600.875000 Penalty: 2706.903564
	Iteration 8F: 3 clusters Score -398600.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -398748.906250 Penalty: 2706.903564
	Iteration 9Q: 3 clusters Score -398748.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -398854.562500 Penalty: 2706.903564
	Iteration 10Q: 3 clusters Score -398854.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -398931.187500 Penalty: 2706.903564
	Iteration 11Q: 3 clusters Score -398931.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -398984.125000 Penalty: 2706.903564
	Iteration 12Q: 3 clusters Score -398984.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -399036.250000 Penalty: 2706.903564
	Iteration 13Q: 3 clusters Score -399036.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -399098.125000 Penalty: 2706.903564
	Iteration 14Q: 3 clusters Score -399098.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -399152.218750 Penalty: 2706.903564
	Iteration 15Q: 3 clusters Score -399152.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -399201.062500 Penalty: 2706.903564
	Iteration 16Q: 3 clusters Score -399201.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -399235.031250 Penalty: 2706.903564
	Iteration 17Q: 3 clusters Score -399235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -399262.437500 Penalty: 2706.903564
	Iteration 18Q: 3 clusters Score -399262.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -399285.656250 Penalty: 2706.903564
	Iteration 19Q: 3 clusters Score -399285.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -399303.781250 Penalty: 2706.903564
	Iteration 20F: 3 clusters Score -399303.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -399318.031250 Penalty: 2706.903564
	Iteration 21Q: 3 clusters Score -399318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -399334.531250 Penalty: 2706.903564
	Iteration 22Q: 3 clusters Score -399334.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -399349.906250 Penalty: 2706.903564
	Iteration 23Q: 3 clusters Score -399349.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -399366.093750 Penalty: 2706.903564
	Iteration 24Q: 3 clusters Score -399366.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -399377.781250 Penalty: 2706.903564
	Iteration 25Q: 3 clusters Score -399377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -399385.156250 Penalty: 2706.903564
	Iteration 26Q: 3 clusters Score -399385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -399392.968750 Penalty: 2706.903564
	Iteration 27Q: 3 clusters Score -399393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -399399.062500 Penalty: 2706.903564
	Iteration 28Q: 3 clusters Score -399399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -399403.906250 Penalty: 2706.903564
	Iteration 29Q: 3 clusters Score -399403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -399406.031250 Penalty: 2706.903564
	Iteration 30Q: 3 clusters Score -399406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -399410.000000 Penalty: 2706.903564
	Iteration 31Q: 3 clusters Score -399410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -399413.468750 Penalty: 2706.903564
	Iteration 32Q: 3 clusters Score -399413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -399418.250000 Penalty: 2706.903564
	Iteration 33Q: 3 clusters Score -399418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -399425.812500 Penalty: 2706.903564
	Iteration 34Q: 3 clusters Score -399425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -399431.718750 Penalty: 2706.903564
	Iteration 35Q: 3 clusters Score -399431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -399439.843750 Penalty: 2706.903564
	Iteration 36Q: 3 clusters Score -399439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -399447.156250 Penalty: 2706.903564
	Iteration 37Q: 3 clusters Score -399447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -399451.000000 Penalty: 2706.903564
	Iteration 38Q: 3 clusters Score -399451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -399453.343750 Penalty: 2706.903564
	Iteration 39Q: 3 clusters Score -399453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -399454.781250 Penalty: 2706.903564
	Iteration 40F: 3 clusters Score -399454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -399455.875000 Penalty: 2706.903564
	Iteration 41Q: 3 clusters Score -399455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -399456.156250 Penalty: 2706.903564
	Iteration 42Q: 3 clusters Score -399456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -399456.937500 Penalty: 2706.903564
	Iteration 43Q: 3 clusters Score -399456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -399458.125000 Penalty: 2706.903564
	Iteration 44Q: 3 clusters Score -399458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -399458.937500 Penalty: 2706.903564
	Iteration 45Q: 3 clusters Score -399458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -399459.437500 Penalty: 2706.903564
	Iteration 46Q: 3 clusters Score -399459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -399460.250000 Penalty: 2706.903564
	Iteration 47Q: 3 clusters Score -399460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -399461.343750 Penalty: 2706.903564
	Iteration 48Q: 3 clusters Score -399461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -399461.343750 Penalty: 2706.903564
	Iteration 49F: 3 clusters Score -399461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -399605.468750 Penalty: 1349.681274
	Iteration 0F: 2 clusters Score -399605.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -396196.093750 Penalty: 2699.362549
	Iteration 0F: 3 clusters Score -396196.1 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -397059.656250 Penalty: 2699.362549
	Iteration 1F: 3 clusters Score -397059.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -397239.937500 Penalty: 2699.362549
	Iteration 2F: 3 clusters Score -397239.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -397403.281250 Penalty: 2699.362549
	Iteration 3F: 3 clusters Score -397403.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -397543.500000 Penalty: 2699.362549
	Iteration 4F: 3 clusters Score -397543.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -397655.437500 Penalty: 2699.362549
	Iteration 5Q: 3 clusters Score -397655.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -397752.406250 Penalty: 2699.362549
	Iteration 6Q: 3 clusters Score -397752.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -397827.406250 Penalty: 2699.362549
	Iteration 7Q: 3 clusters Score -397827.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -397876.156250 Penalty: 2699.362549
	Iteration 8Q: 3 clusters Score -397876.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -397917.781250 Penalty: 2699.362549
	Iteration 9Q: 3 clusters Score -397917.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -397964.468750 Penalty: 2699.362549
	Iteration 10Q: 3 clusters Score -397964.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398013.187500 Penalty: 2699.362549
	Iteration 11Q: 3 clusters Score -398013.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -398064.343750 Penalty: 2699.362549
	Iteration 12Q: 3 clusters Score -398064.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -398115.125000 Penalty: 2699.362549
	Iteration 13Q: 3 clusters Score -398115.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -398178.562500 Penalty: 2699.362549
	Iteration 14Q: 3 clusters Score -398178.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -398233.593750 Penalty: 2699.362549
	Iteration 15Q: 3 clusters Score -398233.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -398303.812500 Penalty: 2699.362549
	Iteration 16Q: 3 clusters Score -398303.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -398371.000000 Penalty: 2699.362549
	Iteration 17Q: 3 clusters Score -398371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -398405.187500 Penalty: 2699.362549
	Iteration 18Q: 3 clusters Score -398405.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -398433.156250 Penalty: 2699.362549
	Iteration 19Q: 3 clusters Score -398433.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -398462.062500 Penalty: 2699.362549
	Iteration 20F: 3 clusters Score -398462.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -398485.718750 Penalty: 2699.362549
	Iteration 21Q: 3 clusters Score -398485.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -398506.593750 Penalty: 2699.362549
	Iteration 22Q: 3 clusters Score -398506.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -398524.531250 Penalty: 2699.362549
	Iteration 23Q: 3 clusters Score -398524.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -398546.093750 Penalty: 2699.362549
	Iteration 24Q: 3 clusters Score -398546.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -398564.593750 Penalty: 2699.362549
	Iteration 25Q: 3 clusters Score -398564.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -398582.500000 Penalty: 2699.362549
	Iteration 26Q: 3 clusters Score -398582.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -398600.531250 Penalty: 2699.362549
	Iteration 27Q: 3 clusters Score -398600.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -398607.718750 Penalty: 2699.362549
	Iteration 28Q: 3 clusters Score -398607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -398609.562500 Penalty: 2699.362549
	Iteration 29Q: 3 clusters Score -398609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -398610.375000 Penalty: 2699.362549
	Iteration 30Q: 3 clusters Score -398610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -398610.343750 Penalty: 2699.362549
	Iteration 31Q: 3 clusters Score -398610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -398610.343750 Penalty: 2699.362549
	Iteration 32F: 3 clusters Score -398610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Entering Unmasked Estep 
Score: -8425111.000000 Penalty: 1835.329346
	Iteration 0F: 2 clusters Score -8425111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8371329.000000 Penalty: 3670.658691
	Iteration 0F: 3 clusters Score -8371329 nChanged 38147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8394216.000000 Penalty: 3670.658691
	Iteration 1F: 3 clusters Score -8394216 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8396260.000000 Penalty: 3670.658691
	Iteration 2F: 3 clusters Score -8396260 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -8399658.000000 Penalty: 3670.658691
	Iteration 3F: 3 clusters Score -8399658 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -8404453.000000 Penalty: 3670.658691
	Iteration 4F: 3 clusters Score -8404453 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -8409970.000000 Penalty: 3670.658691
	Iteration 5F: 3 clusters Score -8409970 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -8414916.000000 Penalty: 3670.658691
	Iteration 6F: 3 clusters Score -8414916 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -8419032.000000 Penalty: 3670.658691
	Iteration 7Q: 3 clusters Score -8419032 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -8421657.000000 Penalty: 3670.658691
	Iteration 8Q: 3 clusters Score -8421657 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -8422708.000000 Penalty: 3670.658691
	Iteration 9Q: 3 clusters Score -8422708 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -8423199.000000 Penalty: 3670.658691
	Iteration 10Q: 3 clusters Score -8423199 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -8423419.000000 Penalty: 3670.658691
	Iteration 11Q: 3 clusters Score -8423419 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -8423595.000000 Penalty: 3670.658691
	Iteration 12Q: 3 clusters Score -8423595 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -8423694.000000 Penalty: 3670.658691
	Iteration 13Q: 3 clusters Score -8423694 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -8423741.000000 Penalty: 3670.658691
	Iteration 14Q: 3 clusters Score -8423741 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -8423791.000000 Penalty: 3670.658691
	Iteration 15Q: 3 clusters Score -8423791 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -8423782.000000 Penalty: 3670.658691
	Iteration 16Q: 3 clusters Score -8423782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -8423814.000000 Penalty: 3670.658691
	Iteration 17Q: 3 clusters Score -8423814 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -8423831.000000 Penalty: 3670.658691
	Iteration 18Q: 3 clusters Score -8423831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -8423856.000000 Penalty: 3670.658691
	Iteration 19Q: 3 clusters Score -8423856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -8423846.000000 Penalty: 3670.658691
	Iteration 20F: 3 clusters Score -8423846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -8423858.000000 Penalty: 3670.658691
	Iteration 21Q: 3 clusters Score -8423858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -8423867.000000 Penalty: 3670.658691
	Iteration 22Q: 3 clusters Score -8423867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -8423866.000000 Penalty: 3670.658691
	Iteration 23Q: 3 clusters Score -8423866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -8423866.000000 Penalty: 3670.658691
	Iteration 24Q: 3 clusters Score -8423866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -8423882.000000 Penalty: 3670.658691
	Iteration 25Q: 3 clusters Score -8423882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -8423882.000000 Penalty: 3670.658691
	Iteration 26Q: 3 clusters Score -8423882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -8423892.000000 Penalty: 3670.658691
	Iteration 27Q: 3 clusters Score -8423892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -8423895.000000 Penalty: 3670.658691
	Iteration 28Q: 3 clusters Score -8423895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -8423902.000000 Penalty: 3670.658691
	Iteration 29Q: 3 clusters Score -8423902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -8423894.000000 Penalty: 3670.658691
	Iteration 30Q: 3 clusters Score -8423894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -8423900.000000 Penalty: 3670.658691
	Iteration 31Q: 3 clusters Score -8423900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -8423905.000000 Penalty: 3670.658691
	Iteration 32Q: 3 clusters Score -8423905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -8423906.000000 Penalty: 3670.658691
	Iteration 33Q: 3 clusters Score -8423906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -8423907.000000 Penalty: 3670.658691
	Iteration 34Q: 3 clusters Score -8423907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -8423909.000000 Penalty: 3670.658691
	Iteration 35Q: 3 clusters Score -8423909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -8423908.000000 Penalty: 3670.658691
	Iteration 36Q: 3 clusters Score -8423908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -8423901.000000 Penalty: 3670.658691
	Iteration 37Q: 3 clusters Score -8423901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -8423895.000000 Penalty: 3670.658691
	Iteration 38Q: 3 clusters Score -8423895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -8423901.000000 Penalty: 3670.658691
	Iteration 39Q: 3 clusters Score -8423901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -8423918.000000 Penalty: 3670.658691
	Iteration 40F: 3 clusters Score -8423918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -8423922.000000 Penalty: 3670.658691
	Iteration 41Q: 3 clusters Score -8423922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -8423919.000000 Penalty: 3670.658691
	Iteration 42Q: 3 clusters Score -8423919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -8423913.000000 Penalty: 3670.658691
	Iteration 43Q: 3 clusters Score -8423913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -8423921.000000 Penalty: 3670.658691
	Iteration 44Q: 3 clusters Score -8423921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -8423922.000000 Penalty: 3670.658691
	Iteration 45Q: 3 clusters Score -8423922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -8423925.000000 Penalty: 3670.658691
	Iteration 46Q: 3 clusters Score -8423925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -8423926.000000 Penalty: 3670.658691
	Iteration 47Q: 3 clusters Score -8423926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -8423923.000000 Penalty: 3670.658691
	Iteration 48Q: 3 clusters Score -8423923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -8423934.000000 Penalty: 3670.658691
	Iteration 49Q: 3 clusters Score -8423934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -8423940.000000 Penalty: 3670.658691
	Iteration 50Q: 3 clusters Score -8423940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -8423938.000000 Penalty: 3670.658691
	Iteration 51Q: 3 clusters Score -8423938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -8423944.000000 Penalty: 3670.658691
	Iteration 52Q: 3 clusters Score -8423944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -8423947.000000 Penalty: 3670.658691
	Iteration 53Q: 3 clusters Score -8423947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -8423939.000000 Penalty: 3670.658691
	Iteration 54Q: 3 clusters Score -8423939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -8423938.000000 Penalty: 3670.658691
	Iteration 55Q: 3 clusters Score -8423938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -8423932.000000 Penalty: 3670.658691
	Iteration 56Q: 3 clusters Score -8423932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -8423931.000000 Penalty: 3670.658691
	Iteration 57Q: 3 clusters Score -8423931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -8423931.000000 Penalty: 3670.658691
	Iteration 58Q: 3 clusters Score -8423931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -8423926.000000 Penalty: 3670.658691
	Iteration 59Q: 3 clusters Score -8423926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -8423930.000000 Penalty: 3670.658691
	Iteration 60F: 3 clusters Score -8423930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -8423928.000000 Penalty: 3670.658691
	Iteration 61Q: 3 clusters Score -8423928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -8423926.000000 Penalty: 3670.658691
	Iteration 62Q: 3 clusters Score -8423926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -8423931.000000 Penalty: 3670.658691
	Iteration 63Q: 3 clusters Score -8423931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -8423936.000000 Penalty: 3670.658691
	Iteration 64Q: 3 clusters Score -8423936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -8423938.000000 Penalty: 3670.658691
	Iteration 65Q: 3 clusters Score -8423938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -8423942.000000 Penalty: 3670.658691
	Iteration 66Q: 3 clusters Score -8423942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -8423940.000000 Penalty: 3670.658691
	Iteration 67Q: 3 clusters Score -8423940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -8423940.000000 Penalty: 3670.658691
	Iteration 68Q: 3 clusters Score -8423940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -8423943.000000 Penalty: 3670.658691
	Iteration 69Q: 3 clusters Score -8423943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -8423943.000000 Penalty: 3670.658691
	Iteration 70F: 3 clusters Score -8423943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -550867.500000 Penalty: 1400.562622
	Iteration 0F: 2 clusters Score -550867.5 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 2726 members 
Entering Unmasked Estep 
Score: -546598.000000 Penalty: 2801.125244
	Iteration 0F: 3 clusters Score -546598 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -547917.500000 Penalty: 2801.125244
	Iteration 1F: 3 clusters Score -547917.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -548220.125000 Penalty: 2801.125244
	Iteration 2F: 3 clusters Score -548220.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -548521.750000 Penalty: 2801.125244
	Iteration 3F: 3 clusters Score -548521.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -548842.875000 Penalty: 2801.125244
	Iteration 4F: 3 clusters Score -548842.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -549186.750000 Penalty: 2801.125244
	Iteration 5F: 3 clusters Score -549186.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -549514.937500 Penalty: 2801.125244
	Iteration 6F: 3 clusters Score -549514.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -549803.187500 Penalty: 2801.125244
	Iteration 7Q: 3 clusters Score -549803.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -550020.187500 Penalty: 2801.125244
	Iteration 8Q: 3 clusters Score -550020.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -550185.750000 Penalty: 2801.125244
	Iteration 9Q: 3 clusters Score -550185.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -550326.437500 Penalty: 2801.125244
	Iteration 10Q: 3 clusters Score -550326.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -550426.312500 Penalty: 2801.125244
	Iteration 11Q: 3 clusters Score -550426.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -550488.500000 Penalty: 2801.125244
	Iteration 12Q: 3 clusters Score -550488.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -550536.125000 Penalty: 2801.125244
	Iteration 13Q: 3 clusters Score -550536.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -550555.562500 Penalty: 2801.125244
	Iteration 14Q: 3 clusters Score -550555.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -550577.437500 Penalty: 2801.125244
	Iteration 15Q: 3 clusters Score -550577.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -550596.437500 Penalty: 2801.125244
	Iteration 16Q: 3 clusters Score -550596.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -550621.250000 Penalty: 2801.125244
	Iteration 17Q: 3 clusters Score -550621.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -550659.437500 Penalty: 2801.125244
	Iteration 18Q: 3 clusters Score -550659.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -550726.062500 Penalty: 2801.125244
	Iteration 19Q: 3 clusters Score -550726.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -550802.375000 Penalty: 2801.125244
	Iteration 20F: 3 clusters Score -550802.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -550862.437500 Penalty: 2801.125244
	Iteration 21Q: 3 clusters Score -550862.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -550910.375000 Penalty: 2801.125244
	Iteration 22Q: 3 clusters Score -550910.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -550933.500000 Penalty: 2801.125244
	Iteration 23Q: 3 clusters Score -550933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -550940.187500 Penalty: 2801.125244
	Iteration 24Q: 3 clusters Score -550940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -550944.750000 Penalty: 2801.125244
	Iteration 25Q: 3 clusters Score -550944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -550950.375000 Penalty: 2801.125244
	Iteration 26Q: 3 clusters Score -550950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -550954.187500 Penalty: 2801.125244
	Iteration 27Q: 3 clusters Score -550954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -550956.437500 Penalty: 2801.125244
	Iteration 28Q: 3 clusters Score -550956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -550958.375000 Penalty: 2801.125244
	Iteration 29Q: 3 clusters Score -550958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -550959.375000 Penalty: 2801.125244
	Iteration 30Q: 3 clusters Score -550959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -550959.375000 Penalty: 2801.125244
	Iteration 31Q: 3 clusters Score -550959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -550960.187500 Penalty: 2801.125244
	Iteration 32Q: 3 clusters Score -550960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -550959.687500 Penalty: 2801.125244
	Iteration 33Q: 3 clusters Score -550959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -550959.687500 Penalty: 2801.125244
	Iteration 34F: 3 clusters Score -550959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 4057 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 1478 members 
Entering Unmasked Estep 
Score: -154066768.000000 Penalty: 113419.390625
Splitting cluster 30 changes total score from -154067776.000000 to -154066768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (98046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Entering Unmasked Estep 
Score: -10268664.000000 Penalty: 1867.643677
	Iteration 0F: 2 clusters Score -1.026866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -10203486.000000 Penalty: 3735.287354
	Iteration 0F: 3 clusters Score -1.020349e+07 nChanged 46624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -10230535.000000 Penalty: 3735.287354
	Iteration 1F: 3 clusters Score -1.023054e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -10231015.000000 Penalty: 3735.287354
	Iteration 2Q: 3 clusters Score -1.023102e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -10231698.000000 Penalty: 3735.287354
	Iteration 3Q: 3 clusters Score -1.02317e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -10232426.000000 Penalty: 3735.287354
	Iteration 4Q: 3 clusters Score -1.023243e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -10233250.000000 Penalty: 3735.287354
	Iteration 5Q: 3 clusters Score -1.023325e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -10234197.000000 Penalty: 3735.287354
	Iteration 6Q: 3 clusters Score -1.02342e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -10235601.000000 Penalty: 3735.287354
	Iteration 7Q: 3 clusters Score -1.02356e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -10237017.000000 Penalty: 3735.287354
	Iteration 8Q: 3 clusters Score -1.023702e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -10238505.000000 Penalty: 3735.287354
	Iteration 9Q: 3 clusters Score -1.02385e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -10240045.000000 Penalty: 3735.287354
	Iteration 10Q: 3 clusters Score -1.024004e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -10241171.000000 Penalty: 3735.287354
	Iteration 11Q: 3 clusters Score -1.024117e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -10242310.000000 Penalty: 3735.287354
	Iteration 12Q: 3 clusters Score -1.024231e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -10243230.000000 Penalty: 3735.287354
	Iteration 13Q: 3 clusters Score -1.024323e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -10243887.000000 Penalty: 3735.287354
	Iteration 14Q: 3 clusters Score -1.024389e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -10244517.000000 Penalty: 3735.287354
	Iteration 15Q: 3 clusters Score -1.024452e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -10245145.000000 Penalty: 3735.287354
	Iteration 16Q: 3 clusters Score -1.024514e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -10245803.000000 Penalty: 3735.287354
	Iteration 17Q: 3 clusters Score -1.02458e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -10246772.000000 Penalty: 3735.287354
	Iteration 18Q: 3 clusters Score -1.024677e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -10247911.000000 Penalty: 3735.287354
	Iteration 19Q: 3 clusters Score -1.024791e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -10249531.000000 Penalty: 3735.287354
	Iteration 20F: 3 clusters Score -1.024953e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -10251831.000000 Penalty: 3735.287354
	Iteration 21Q: 3 clusters Score -1.025183e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -10254735.000000 Penalty: 3735.287354
	Iteration 22F: 3 clusters Score -1.025474e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -10257694.000000 Penalty: 3735.287354
	Iteration 23F: 3 clusters Score -1.025769e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -10260528.000000 Penalty: 3735.287354
	Iteration 24Q: 3 clusters Score -1.026053e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -10262850.000000 Penalty: 3735.287354
	Iteration 25Q: 3 clusters Score -1.026285e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -10264429.000000 Penalty: 3735.287354
	Iteration 26Q: 3 clusters Score -1.026443e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10265398.000000 Penalty: 3735.287354
	Iteration 27Q: 3 clusters Score -1.02654e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -10266027.000000 Penalty: 3735.287354
	Iteration 28Q: 3 clusters Score -1.026603e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10266395.000000 Penalty: 3735.287354
	Iteration 29Q: 3 clusters Score -1.02664e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10266643.000000 Penalty: 3735.287354
	Iteration 30Q: 3 clusters Score -1.026664e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10266796.000000 Penalty: 3735.287354
	Iteration 31Q: 3 clusters Score -1.02668e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10266911.000000 Penalty: 3735.287354
	Iteration 32Q: 3 clusters Score -1.026691e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10266997.000000 Penalty: 3735.287354
	Iteration 33Q: 3 clusters Score -1.0267e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10267074.000000 Penalty: 3735.287354
	Iteration 34Q: 3 clusters Score -1.026707e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10267118.000000 Penalty: 3735.287354
	Iteration 35Q: 3 clusters Score -1.026712e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10267140.000000 Penalty: 3735.287354
	Iteration 36Q: 3 clusters Score -1.026714e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10267160.000000 Penalty: 3735.287354
	Iteration 37Q: 3 clusters Score -1.026716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10267176.000000 Penalty: 3735.287354
	Iteration 38Q: 3 clusters Score -1.026718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10267181.000000 Penalty: 3735.287354
	Iteration 39Q: 3 clusters Score -1.026718e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10267196.000000 Penalty: 3735.287354
	Iteration 40F: 3 clusters Score -1.02672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10267212.000000 Penalty: 3735.287354
	Iteration 41Q: 3 clusters Score -1.026721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10267230.000000 Penalty: 3735.287354
	Iteration 42Q: 3 clusters Score -1.026723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10267250.000000 Penalty: 3735.287354
	Iteration 43Q: 3 clusters Score -1.026725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10267259.000000 Penalty: 3735.287354
	Iteration 44Q: 3 clusters Score -1.026726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10267268.000000 Penalty: 3735.287354
	Iteration 45Q: 3 clusters Score -1.026727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10267276.000000 Penalty: 3735.287354
	Iteration 46Q: 3 clusters Score -1.026728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10267280.000000 Penalty: 3735.287354
	Iteration 47Q: 3 clusters Score -1.026728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10267289.000000 Penalty: 3735.287354
	Iteration 48Q: 3 clusters Score -1.026729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10267285.000000 Penalty: 3735.287354
	Iteration 49Q: 3 clusters Score -1.026728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10267291.000000 Penalty: 3735.287354
	Iteration 50Q: 3 clusters Score -1.026729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10267286.000000 Penalty: 3735.287354
	Iteration 51Q: 3 clusters Score -1.026729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10267287.000000 Penalty: 3735.287354
	Iteration 52Q: 3 clusters Score -1.026729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10267286.000000 Penalty: 3735.287354
	Iteration 53Q: 3 clusters Score -1.026729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10267287.000000 Penalty: 3735.287354
	Iteration 54Q: 3 clusters Score -1.026729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10267286.000000 Penalty: 3735.287354
	Iteration 55Q: 3 clusters Score -1.026729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10267283.000000 Penalty: 3735.287354
	Iteration 56Q: 3 clusters Score -1.026728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10267285.000000 Penalty: 3735.287354
	Iteration 57Q: 3 clusters Score -1.026728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10267285.000000 Penalty: 3735.287354
	Iteration 58F: 3 clusters Score -1.026728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -305689.031250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -305689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -302875.812500 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -302875.8 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303734.937500 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -303734.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -304356.812500 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -304356.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -304846.000000 Penalty: 2610.728027
	Iteration 3F: 3 clusters Score -304846 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -305154.843750 Penalty: 2610.728027
	Iteration 4F: 3 clusters Score -305154.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -305370.031250 Penalty: 2610.728027
	Iteration 5F: 3 clusters Score -305370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -305535.812500 Penalty: 2610.728027
	Iteration 6F: 3 clusters Score -305535.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -305680.875000 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -305680.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -305795.187500 Penalty: 2610.728027
	Iteration 8Q: 3 clusters Score -305795.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -305879.593750 Penalty: 2610.728027
	Iteration 9Q: 3 clusters Score -305879.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -305954.531250 Penalty: 2610.728027
	Iteration 10Q: 3 clusters Score -305954.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -306012.781250 Penalty: 2610.728027
	Iteration 11Q: 3 clusters Score -306012.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -306062.875000 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -306062.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -306090.250000 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -306090.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -306141.687500 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -306141.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -306173.125000 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -306173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -306184.000000 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -306184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -306192.375000 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -306192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -306195.437500 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -306195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -306200.125000 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -306200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -306203.812500 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -306203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -306205.812500 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -306205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -306207.062500 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -306207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -306207.062500 Penalty: 2610.728027
	Iteration 23F: 3 clusters Score -306207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 446 members 
Entering Unmasked Estep 
Score: -154067056.000000 Penalty: 113419.390625
Splitting cluster 32 changes total score from -154067776.000000 to -154067056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -258687.562500 Penalty: 1291.382812
	Iteration 0F: 2 clusters Score -258687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -256130.718750 Penalty: 2582.765625
	Iteration 0F: 3 clusters Score -256130.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -256880.812500 Penalty: 2582.765625
	Iteration 1F: 3 clusters Score -256880.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -257116.968750 Penalty: 2582.765625
	Iteration 2F: 3 clusters Score -257117 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -257315.562500 Penalty: 2582.765625
	Iteration 3F: 3 clusters Score -257315.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -257480.437500 Penalty: 2582.765625
	Iteration 4F: 3 clusters Score -257480.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -257605.203125 Penalty: 2582.765625
	Iteration 5Q: 3 clusters Score -257605.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -257718.750000 Penalty: 2582.765625
	Iteration 6Q: 3 clusters Score -257718.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -257805.531250 Penalty: 2582.765625
	Iteration 7Q: 3 clusters Score -257805.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -257874.484375 Penalty: 2582.765625
	Iteration 8Q: 3 clusters Score -257874.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257912.750000 Penalty: 2582.765625
	Iteration 9Q: 3 clusters Score -257912.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -257940.656250 Penalty: 2582.765625
	Iteration 10Q: 3 clusters Score -257940.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -257966.968750 Penalty: 2582.765625
	Iteration 11Q: 3 clusters Score -257967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258000.218750 Penalty: 2582.765625
	Iteration 12Q: 3 clusters Score -258000.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -258034.187500 Penalty: 2582.765625
	Iteration 13Q: 3 clusters Score -258034.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258074.890625 Penalty: 2582.765625
	Iteration 14Q: 3 clusters Score -258074.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -258101.203125 Penalty: 2582.765625
	Iteration 15Q: 3 clusters Score -258101.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -258120.593750 Penalty: 2582.765625
	Iteration 16Q: 3 clusters Score -258120.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -258137.156250 Penalty: 2582.765625
	Iteration 17Q: 3 clusters Score -258137.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -258150.281250 Penalty: 2582.765625
	Iteration 18Q: 3 clusters Score -258150.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -258163.796875 Penalty: 2582.765625
	Iteration 19Q: 3 clusters Score -258163.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -258187.437500 Penalty: 2582.765625
	Iteration 20F: 3 clusters Score -258187.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258238.718750 Penalty: 2582.765625
	Iteration 21Q: 3 clusters Score -258238.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -258278.734375 Penalty: 2582.765625
	Iteration 22Q: 3 clusters Score -258278.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -258309.187500 Penalty: 2582.765625
	Iteration 23Q: 3 clusters Score -258309.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258336.734375 Penalty: 2582.765625
	Iteration 24Q: 3 clusters Score -258336.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -258365.265625 Penalty: 2582.765625
	Iteration 25Q: 3 clusters Score -258365.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -258396.921875 Penalty: 2582.765625
	Iteration 26Q: 3 clusters Score -258396.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -258411.906250 Penalty: 2582.765625
	Iteration 27Q: 3 clusters Score -258411.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -258424.250000 Penalty: 2582.765625
	Iteration 28Q: 3 clusters Score -258424.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -258432.421875 Penalty: 2582.765625
	Iteration 29Q: 3 clusters Score -258432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -258436.531250 Penalty: 2582.765625
	Iteration 30Q: 3 clusters Score -258436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -258439.578125 Penalty: 2582.765625
	Iteration 31Q: 3 clusters Score -258439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -258443.484375 Penalty: 2582.765625
	Iteration 32Q: 3 clusters Score -258443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -258446.968750 Penalty: 2582.765625
	Iteration 33Q: 3 clusters Score -258447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -258449.218750 Penalty: 2582.765625
	Iteration 34Q: 3 clusters Score -258449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -258451.109375 Penalty: 2582.765625
	Iteration 35Q: 3 clusters Score -258451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -258453.328125 Penalty: 2582.765625
	Iteration 36Q: 3 clusters Score -258453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -258454.609375 Penalty: 2582.765625
	Iteration 37Q: 3 clusters Score -258454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -258455.593750 Penalty: 2582.765625
	Iteration 38Q: 3 clusters Score -258455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -258456.875000 Penalty: 2582.765625
	Iteration 39Q: 3 clusters Score -258456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -258461.687500 Penalty: 2582.765625
	Iteration 40F: 3 clusters Score -258461.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -258469.640625 Penalty: 2582.765625
	Iteration 41Q: 3 clusters Score -258469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -258471.812500 Penalty: 2582.765625
	Iteration 42Q: 3 clusters Score -258471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -258473.187500 Penalty: 2582.765625
	Iteration 43Q: 3 clusters Score -258473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -258474.390625 Penalty: 2582.765625
	Iteration 44Q: 3 clusters Score -258474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -258475.562500 Penalty: 2582.765625
	Iteration 45Q: 3 clusters Score -258475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -258475.390625 Penalty: 2582.765625
	Iteration 46Q: 3 clusters Score -258475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -258475.390625 Penalty: 2582.765625
	Iteration 47F: 3 clusters Score -258475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -168630.953125 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -168631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -166566.890625 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -166566.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -167336.625000 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -167336.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167612.609375 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -167612.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -167804.812500 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -167804.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -167932.875000 Penalty: 2471.104736
	Iteration 4F: 3 clusters Score -167932.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168015.984375 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -168016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168058.328125 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -168058.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168083.218750 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -168083.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -168102.734375 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -168102.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -168111.687500 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -168111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -168118.390625 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -168118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168122.656250 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -168122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -168126.578125 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -168126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -168130.015625 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -168130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168134.046875 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -168134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168135.046875 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -168135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168135.765625 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -168135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168136.484375 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -168136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168136.484375 Penalty: 2471.104736
	Iteration 18F: 3 clusters Score -168136.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Entering Unmasked Estep 
Score: -737515.750000 Penalty: 1451.033325
	Iteration 0F: 2 clusters Score -737515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -731896.375000 Penalty: 2902.066650
	Iteration 0F: 3 clusters Score -731896.4 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -733653.187500 Penalty: 2902.066650
	Iteration 1F: 3 clusters Score -733653.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -733965.937500 Penalty: 2902.066650
	Iteration 2F: 3 clusters Score -733965.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -734241.000000 Penalty: 2902.066650
	Iteration 3F: 3 clusters Score -734241 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -734471.375000 Penalty: 2902.066650
	Iteration 4F: 3 clusters Score -734471.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -734697.125000 Penalty: 2902.066650
	Iteration 5F: 3 clusters Score -734697.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -734877.562500 Penalty: 2902.066650
	Iteration 6Q: 3 clusters Score -734877.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -735020.125000 Penalty: 2902.066650
	Iteration 7Q: 3 clusters Score -735020.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -735152.125000 Penalty: 2902.066650
	Iteration 8Q: 3 clusters Score -735152.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -735272.812500 Penalty: 2902.066650
	Iteration 9Q: 3 clusters Score -735272.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -735381.750000 Penalty: 2902.066650
	Iteration 10Q: 3 clusters Score -735381.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -735466.687500 Penalty: 2902.066650
	Iteration 11Q: 3 clusters Score -735466.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -735538.625000 Penalty: 2902.066650
	Iteration 12Q: 3 clusters Score -735538.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -735597.812500 Penalty: 2902.066650
	Iteration 13Q: 3 clusters Score -735597.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -735645.625000 Penalty: 2902.066650
	Iteration 14Q: 3 clusters Score -735645.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -735693.562500 Penalty: 2902.066650
	Iteration 15Q: 3 clusters Score -735693.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -735743.562500 Penalty: 2902.066650
	Iteration 16Q: 3 clusters Score -735743.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -735789.437500 Penalty: 2902.066650
	Iteration 17Q: 3 clusters Score -735789.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -735831.312500 Penalty: 2902.066650
	Iteration 18Q: 3 clusters Score -735831.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -735872.875000 Penalty: 2902.066650
	Iteration 19Q: 3 clusters Score -735872.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -735916.062500 Penalty: 2902.066650
	Iteration 20F: 3 clusters Score -735916.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -735962.125000 Penalty: 2902.066650
	Iteration 21Q: 3 clusters Score -735962.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -735995.812500 Penalty: 2902.066650
	Iteration 22Q: 3 clusters Score -735995.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -736028.000000 Penalty: 2902.066650
	Iteration 23Q: 3 clusters Score -736028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -736064.375000 Penalty: 2902.066650
	Iteration 24Q: 3 clusters Score -736064.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -736090.500000 Penalty: 2902.066650
	Iteration 25Q: 3 clusters Score -736090.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -736127.562500 Penalty: 2902.066650
	Iteration 26Q: 3 clusters Score -736127.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -736154.750000 Penalty: 2902.066650
	Iteration 27Q: 3 clusters Score -736154.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -736182.125000 Penalty: 2902.066650
	Iteration 28Q: 3 clusters Score -736182.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -736195.750000 Penalty: 2902.066650
	Iteration 29Q: 3 clusters Score -736195.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -736209.187500 Penalty: 2902.066650
	Iteration 30Q: 3 clusters Score -736209.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -736221.125000 Penalty: 2902.066650
	Iteration 31Q: 3 clusters Score -736221.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -736234.250000 Penalty: 2902.066650
	Iteration 32Q: 3 clusters Score -736234.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -736242.500000 Penalty: 2902.066650
	Iteration 33Q: 3 clusters Score -736242.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -736253.812500 Penalty: 2902.066650
	Iteration 34Q: 3 clusters Score -736253.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -736264.187500 Penalty: 2902.066650
	Iteration 35Q: 3 clusters Score -736264.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -736269.937500 Penalty: 2902.066650
	Iteration 36Q: 3 clusters Score -736269.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -736278.437500 Penalty: 2902.066650
	Iteration 37Q: 3 clusters Score -736278.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -736284.000000 Penalty: 2902.066650
	Iteration 38Q: 3 clusters Score -736284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -736292.437500 Penalty: 2902.066650
	Iteration 39Q: 3 clusters Score -736292.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -736305.937500 Penalty: 2902.066650
	Iteration 40F: 3 clusters Score -736305.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -736323.000000 Penalty: 2902.066650
	Iteration 41Q: 3 clusters Score -736323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -736344.187500 Penalty: 2902.066650
	Iteration 42Q: 3 clusters Score -736344.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -736363.312500 Penalty: 2902.066650
	Iteration 43Q: 3 clusters Score -736363.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -736377.750000 Penalty: 2902.066650
	Iteration 44Q: 3 clusters Score -736377.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -736390.937500 Penalty: 2902.066650
	Iteration 45Q: 3 clusters Score -736390.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -736409.812500 Penalty: 2902.066650
	Iteration 46Q: 3 clusters Score -736409.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -736416.250000 Penalty: 2902.066650
	Iteration 47Q: 3 clusters Score -736416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -736421.187500 Penalty: 2902.066650
	Iteration 48Q: 3 clusters Score -736421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -736427.562500 Penalty: 2902.066650
	Iteration 49Q: 3 clusters Score -736427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -736436.562500 Penalty: 2902.066650
	Iteration 50Q: 3 clusters Score -736436.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -736444.375000 Penalty: 2902.066650
	Iteration 51Q: 3 clusters Score -736444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -736452.125000 Penalty: 2902.066650
	Iteration 52Q: 3 clusters Score -736452.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -736454.937500 Penalty: 2902.066650
	Iteration 53Q: 3 clusters Score -736454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -736457.062500 Penalty: 2902.066650
	Iteration 54Q: 3 clusters Score -736457.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -736462.312500 Penalty: 2902.066650
	Iteration 55Q: 3 clusters Score -736462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -736467.937500 Penalty: 2902.066650
	Iteration 56Q: 3 clusters Score -736467.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -736474.000000 Penalty: 2902.066650
	Iteration 57Q: 3 clusters Score -736474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -736478.625000 Penalty: 2902.066650
	Iteration 58Q: 3 clusters Score -736478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -736481.812500 Penalty: 2902.066650
	Iteration 59Q: 3 clusters Score -736481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -736481.062500 Penalty: 2902.066650
	Iteration 60F: 3 clusters Score -736481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -736481.687500 Penalty: 2902.066650
	Iteration 61Q: 3 clusters Score -736481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -736482.000000 Penalty: 2902.066650
	Iteration 62Q: 3 clusters Score -736482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -736481.937500 Penalty: 2902.066650
	Iteration 63Q: 3 clusters Score -736481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -736483.187500 Penalty: 2902.066650
	Iteration 64Q: 3 clusters Score -736483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -736489.750000 Penalty: 2902.066650
	Iteration 65Q: 3 clusters Score -736489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -736492.562500 Penalty: 2902.066650
	Iteration 66Q: 3 clusters Score -736492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -736493.437500 Penalty: 2902.066650
	Iteration 67Q: 3 clusters Score -736493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -736503.625000 Penalty: 2902.066650
	Iteration 68Q: 3 clusters Score -736503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -736506.312500 Penalty: 2902.066650
	Iteration 69Q: 3 clusters Score -736506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -736508.875000 Penalty: 2902.066650
	Iteration 70Q: 3 clusters Score -736508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -736509.312500 Penalty: 2902.066650
	Iteration 71Q: 3 clusters Score -736509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -736513.687500 Penalty: 2902.066650
	Iteration 72Q: 3 clusters Score -736513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -736513.937500 Penalty: 2902.066650
	Iteration 73Q: 3 clusters Score -736513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -736513.937500 Penalty: 2902.066650
	Iteration 74F: 3 clusters Score -736513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -416793.656250 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -416793.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -413061.093750 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -413061.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -414290.312500 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -414290.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -414677.187500 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -414677.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -414999.875000 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -414999.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -415279.125000 Penalty: 2742.961182
	Iteration 4F: 3 clusters Score -415279.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -415514.656250 Penalty: 2742.961182
	Iteration 5F: 3 clusters Score -415514.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -415673.093750 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -415673.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -415802.593750 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -415802.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415893.562500 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -415893.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -415971.093750 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -415971.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -416038.906250 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -416038.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -416082.875000 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -416082.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -416135.625000 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -416135.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -416176.593750 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -416176.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -416203.375000 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -416203.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -416224.718750 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -416224.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -416238.062500 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -416238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -416252.343750 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -416252.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -416267.656250 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -416267.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -416289.562500 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -416289.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -416311.406250 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -416311.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -416339.687500 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -416339.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -416367.937500 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -416367.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -416405.437500 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -416405.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -416453.750000 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -416453.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -416489.656250 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -416489.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -416516.062500 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -416516.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -416552.468750 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -416552.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -416587.437500 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -416587.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -416617.687500 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -416617.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -416653.250000 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -416653.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -416675.281250 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -416675.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -416692.343750 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -416692.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -416709.406250 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -416709.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -416724.250000 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -416724.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -416736.500000 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -416736.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -416749.906250 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -416749.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -416763.875000 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -416763.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -416775.968750 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -416776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -416786.250000 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -416786.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -416809.125000 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -416809.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -416828.468750 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -416828.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -416839.031250 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -416839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -416855.843750 Penalty: 2742.961182
	Iteration 43Q: 3 clusters Score -416855.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -416873.750000 Penalty: 2742.961182
	Iteration 44Q: 3 clusters Score -416873.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -416897.125000 Penalty: 2742.961182
	Iteration 45Q: 3 clusters Score -416897.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -416924.250000 Penalty: 2742.961182
	Iteration 46Q: 3 clusters Score -416924.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -416950.812500 Penalty: 2742.961182
	Iteration 47Q: 3 clusters Score -416950.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -416974.500000 Penalty: 2742.961182
	Iteration 48Q: 3 clusters Score -416974.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -416992.093750 Penalty: 2742.961182
	Iteration 49Q: 3 clusters Score -416992.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -417005.343750 Penalty: 2742.961182
	Iteration 50Q: 3 clusters Score -417005.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -417021.750000 Penalty: 2742.961182
	Iteration 51Q: 3 clusters Score -417021.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -417038.500000 Penalty: 2742.961182
	Iteration 52Q: 3 clusters Score -417038.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -417060.125000 Penalty: 2742.961182
	Iteration 53Q: 3 clusters Score -417060.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -417071.656250 Penalty: 2742.961182
	Iteration 54Q: 3 clusters Score -417071.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -417080.843750 Penalty: 2742.961182
	Iteration 55Q: 3 clusters Score -417080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -417087.281250 Penalty: 2742.961182
	Iteration 56Q: 3 clusters Score -417087.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -417094.906250 Penalty: 2742.961182
	Iteration 57Q: 3 clusters Score -417094.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -417106.500000 Penalty: 2742.961182
	Iteration 58Q: 3 clusters Score -417106.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -417113.250000 Penalty: 2742.961182
	Iteration 59Q: 3 clusters Score -417113.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -417124.250000 Penalty: 2742.961182
	Iteration 60F: 3 clusters Score -417124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -417132.031250 Penalty: 2742.961182
	Iteration 61Q: 3 clusters Score -417132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -417135.312500 Penalty: 2742.961182
	Iteration 62Q: 3 clusters Score -417135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -417140.312500 Penalty: 2742.961182
	Iteration 63Q: 3 clusters Score -417140.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -417146.781250 Penalty: 2742.961182
	Iteration 64Q: 3 clusters Score -417146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -417152.968750 Penalty: 2742.961182
	Iteration 65Q: 3 clusters Score -417153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -417156.531250 Penalty: 2742.961182
	Iteration 66Q: 3 clusters Score -417156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -417160.562500 Penalty: 2742.961182
	Iteration 67Q: 3 clusters Score -417160.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -417163.187500 Penalty: 2742.961182
	Iteration 68Q: 3 clusters Score -417163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -417164.843750 Penalty: 2742.961182
	Iteration 69Q: 3 clusters Score -417164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -417166.781250 Penalty: 2742.961182
	Iteration 70Q: 3 clusters Score -417166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -417167.656250 Penalty: 2742.961182
	Iteration 71Q: 3 clusters Score -417167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -417167.500000 Penalty: 2742.961182
	Iteration 72Q: 3 clusters Score -417167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -417168.531250 Penalty: 2742.961182
	Iteration 73Q: 3 clusters Score -417168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -417169.406250 Penalty: 2742.961182
	Iteration 74Q: 3 clusters Score -417169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -417169.562500 Penalty: 2742.961182
	Iteration 75Q: 3 clusters Score -417169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -417171.125000 Penalty: 2742.961182
	Iteration 76Q: 3 clusters Score -417171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -417171.125000 Penalty: 2742.961182
	Iteration 77F: 3 clusters Score -417171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 30920 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 72747 members 
Mstep: Class 8 contains 118105 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 15447 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 192172 members 
Mstep: Class 16 contains 30101 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 37825 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 8218 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1653 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 4142 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 80365 members 
Mstep: Class 30 contains 5535 members 
Mstep: Class 31 contains 98046 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 2005 members 
Mstep: Class 35 contains 7551 members 
Mstep: Class 36 contains 2509 members 
Mstep: Class 37 contains 168947 members 
Mstep: Class 38 contains 11527 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 111619 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 7630 members 
Mstep: Class 43 contains 29228 members 
Mstep: Class 44 contains 1934 members 
Mstep: Class 45 contains 17046 members 
Mstep: Class 46 contains 19556 members 
Mstep: Class 47 contains 66037 members 
Mstep: Class 48 contains 3171 members 
Mstep: Class 49 contains 2119 members 
Entering Unmasked Estep 
Score: -154066896.000000 Penalty: 113419.390625
Splitting cluster 36 changes total score from -154067776.000000 to -154066896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (168947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Entering Unmasked Estep 
Score: -17737058.000000 Penalty: 1956.067749
	Iteration 0F: 2 clusters Score -1.773706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -17639082.000000 Penalty: 3912.135498
	Iteration 0F: 3 clusters Score -1.763908e+07 nChanged 81652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -17686702.000000 Penalty: 3912.135498
	Iteration 1F: 3 clusters Score -1.76867e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -17687462.000000 Penalty: 3912.135498
	Iteration 2Q: 3 clusters Score -1.768746e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -17688230.000000 Penalty: 3912.135498
	Iteration 3Q: 3 clusters Score -1.768823e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -17689444.000000 Penalty: 3912.135498
	Iteration 4Q: 3 clusters Score -1.768944e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -17690850.000000 Penalty: 3912.135498
	Iteration 5Q: 3 clusters Score -1.769085e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -17692916.000000 Penalty: 3912.135498
	Iteration 6Q: 3 clusters Score -1.769292e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -17696570.000000 Penalty: 3912.135498
	Iteration 7Q: 3 clusters Score -1.769657e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -17701926.000000 Penalty: 3912.135498
	Iteration 8F: 3 clusters Score -1.770193e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -17709982.000000 Penalty: 3912.135498
	Iteration 9F: 3 clusters Score -1.770998e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -17718312.000000 Penalty: 3912.135498
	Iteration 10F: 3 clusters Score -1.771831e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -17723980.000000 Penalty: 3912.135498
	Iteration 11F: 3 clusters Score -1.772398e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -17726704.000000 Penalty: 3912.135498
	Iteration 12Q: 3 clusters Score -1.77267e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -17728356.000000 Penalty: 3912.135498
	Iteration 13Q: 3 clusters Score -1.772836e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 127446 members 
Entering Unmasked Estep 
Score: -17729592.000000 Penalty: 3912.135498
	Iteration 14Q: 3 clusters Score -1.772959e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -17730920.000000 Penalty: 3912.135498
	Iteration 15Q: 3 clusters Score -1.773092e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -17732346.000000 Penalty: 3912.135498
	Iteration 16Q: 3 clusters Score -1.773235e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -17733938.000000 Penalty: 3912.135498
	Iteration 17Q: 3 clusters Score -1.773394e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 140956 members 
Entering Unmasked Estep 
Score: -17735438.000000 Penalty: 3912.135498
	Iteration 18Q: 3 clusters Score -1.773544e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -17736680.000000 Penalty: 3912.135498
	Iteration 19Q: 3 clusters Score -1.773668e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -17737588.000000 Penalty: 3912.135498
	Iteration 20F: 3 clusters Score -1.773759e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -17738096.000000 Penalty: 3912.135498
	Iteration 21Q: 3 clusters Score -1.77381e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -17738030.000000 Penalty: 3912.135498
	Iteration 22Q: 3 clusters Score -1.773803e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -17737882.000000 Penalty: 3912.135498
	Iteration 23Q: 3 clusters Score -1.773788e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -17737938.000000 Penalty: 3912.135498
	Iteration 24Q: 3 clusters Score -1.773794e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -17737880.000000 Penalty: 3912.135498
	Iteration 25Q: 3 clusters Score -1.773788e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -17737840.000000 Penalty: 3912.135498
	Iteration 26Q: 3 clusters Score -1.773784e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -17737616.000000 Penalty: 3912.135498
	Iteration 27Q: 3 clusters Score -1.773762e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -17737316.000000 Penalty: 3912.135498
	Iteration 28Q: 3 clusters Score -1.773732e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -17737142.000000 Penalty: 3912.135498
	Iteration 29Q: 3 clusters Score -1.773714e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -17737044.000000 Penalty: 3912.135498
	Iteration 30Q: 3 clusters Score -1.773704e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 165779 members 
Entering Unmasked Estep 
Score: -17736928.000000 Penalty: 3912.135498
	Iteration 31Q: 3 clusters Score -1.773693e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 166089 members 
Entering Unmasked Estep 
Score: -17736834.000000 Penalty: 3912.135498
	Iteration 32Q: 3 clusters Score -1.773683e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -17736786.000000 Penalty: 3912.135498
	Iteration 33Q: 3 clusters Score -1.773679e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -17736732.000000 Penalty: 3912.135498
	Iteration 34Q: 3 clusters Score -1.773673e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -17736686.000000 Penalty: 3912.135498
	Iteration 35Q: 3 clusters Score -1.773669e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -17736622.000000 Penalty: 3912.135498
	Iteration 36Q: 3 clusters Score -1.773662e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -17736548.000000 Penalty: 3912.135498
	Iteration 37Q: 3 clusters Score -1.773655e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -17736500.000000 Penalty: 3912.135498
	Iteration 38Q: 3 clusters Score -1.77365e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -17736484.000000 Penalty: 3912.135498
	Iteration 39Q: 3 clusters Score -1.773648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 167300 members 
Entering Unmasked Estep 
Score: -17736438.000000 Penalty: 3912.135498
	Iteration 40F: 3 clusters Score -1.773644e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -17736444.000000 Penalty: 3912.135498
	Iteration 41Q: 3 clusters Score -1.773644e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -17736438.000000 Penalty: 3912.135498
	Iteration 42Q: 3 clusters Score -1.773644e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -17736404.000000 Penalty: 3912.135498
	Iteration 43Q: 3 clusters Score -1.77364e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 167594 members 
Entering Unmasked Estep 
Score: -17736390.000000 Penalty: 3912.135498
	Iteration 44Q: 3 clusters Score -1.773639e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -17736394.000000 Penalty: 3912.135498
	Iteration 45Q: 3 clusters Score -1.773639e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -17736346.000000 Penalty: 3912.135498
	Iteration 46Q: 3 clusters Score -1.773635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -17736332.000000 Penalty: 3912.135498
	Iteration 47Q: 3 clusters Score -1.773633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 167757 members 
Entering Unmasked Estep 
Score: -17736332.000000 Penalty: 3912.135498
	Iteration 48Q: 3 clusters Score -1.773633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 167775 members 
Entering Unmasked Estep 
Score: -17736328.000000 Penalty: 3912.135498
	Iteration 49Q: 3 clusters Score -1.773633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 167794 members 
Entering Unmasked Estep 
Score: -17736304.000000 Penalty: 3912.135498
	Iteration 50Q: 3 clusters Score -1.77363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 167809 members 
Entering Unmasked Estep 
Score: -17736294.000000 Penalty: 3912.135498
	Iteration 51Q: 3 clusters Score -1.773629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 167818 members 
Entering Unmasked Estep 
Score: -17736290.000000 Penalty: 3912.135498
	Iteration 52Q: 3 clusters Score -1.773629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 167822 members 
Entering Unmasked Estep 
Score: -17736282.000000 Penalty: 3912.135498
	Iteration 53Q: 3 clusters Score -1.773628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -17736266.000000 Penalty: 3912.135498
	Iteration 54Q: 3 clusters Score -1.773627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -17736270.000000 Penalty: 3912.135498
	Iteration 55Q: 3 clusters Score -1.773627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 167832 members 
Entering Unmasked Estep 
Score: -17736282.000000 Penalty: 3912.135498
	Iteration 56Q: 3 clusters Score -1.773628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 167832 members 
Entering Unmasked Estep 
Score: -17736282.000000 Penalty: 3912.135498
	Iteration 57F: 3 clusters Score -1.773628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Entering Unmasked Estep 
Score: -1168033.375000 Penalty: 1519.772705
	Iteration 0F: 2 clusters Score -1168033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1159878.750000 Penalty: 3039.545410
	Iteration 0F: 3 clusters Score -1159879 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1162606.125000 Penalty: 3039.545410
	Iteration 1F: 3 clusters Score -1162606 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1163043.625000 Penalty: 3039.545410
	Iteration 2F: 3 clusters Score -1163044 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1163673.500000 Penalty: 3039.545410
	Iteration 3F: 3 clusters Score -1163674 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1164438.250000 Penalty: 3039.545410
	Iteration 4F: 3 clusters Score -1164438 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1165229.625000 Penalty: 3039.545410
	Iteration 5F: 3 clusters Score -1165230 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1165863.625000 Penalty: 3039.545410
	Iteration 6F: 3 clusters Score -1165864 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1166278.750000 Penalty: 3039.545410
	Iteration 7F: 3 clusters Score -1166279 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1166494.000000 Penalty: 3039.545410
	Iteration 8Q: 3 clusters Score -1166494 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1166613.625000 Penalty: 3039.545410
	Iteration 9Q: 3 clusters Score -1166614 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1166681.750000 Penalty: 3039.545410
	Iteration 10Q: 3 clusters Score -1166682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1166731.625000 Penalty: 3039.545410
	Iteration 11Q: 3 clusters Score -1166732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1166770.000000 Penalty: 3039.545410
	Iteration 12Q: 3 clusters Score -1166770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1166806.000000 Penalty: 3039.545410
	Iteration 13Q: 3 clusters Score -1166806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1166832.500000 Penalty: 3039.545410
	Iteration 14Q: 3 clusters Score -1166832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1166867.750000 Penalty: 3039.545410
	Iteration 15Q: 3 clusters Score -1166868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1166891.750000 Penalty: 3039.545410
	Iteration 16Q: 3 clusters Score -1166892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1166919.000000 Penalty: 3039.545410
	Iteration 17Q: 3 clusters Score -1166919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1166935.750000 Penalty: 3039.545410
	Iteration 18Q: 3 clusters Score -1166936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1166948.125000 Penalty: 3039.545410
	Iteration 19Q: 3 clusters Score -1166948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1166965.750000 Penalty: 3039.545410
	Iteration 20F: 3 clusters Score -1166966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1166978.000000 Penalty: 3039.545410
	Iteration 21Q: 3 clusters Score -1166978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1166990.250000 Penalty: 3039.545410
	Iteration 22Q: 3 clusters Score -1166990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1166998.875000 Penalty: 3039.545410
	Iteration 23Q: 3 clusters Score -1166999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1167010.125000 Penalty: 3039.545410
	Iteration 24Q: 3 clusters Score -1167010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1167025.625000 Penalty: 3039.545410
	Iteration 25Q: 3 clusters Score -1167026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1167040.125000 Penalty: 3039.545410
	Iteration 26Q: 3 clusters Score -1167040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1167054.375000 Penalty: 3039.545410
	Iteration 27Q: 3 clusters Score -1167054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1167067.750000 Penalty: 3039.545410
	Iteration 28Q: 3 clusters Score -1167068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1167074.750000 Penalty: 3039.545410
	Iteration 29Q: 3 clusters Score -1167075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1167083.375000 Penalty: 3039.545410
	Iteration 30Q: 3 clusters Score -1167083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1167089.000000 Penalty: 3039.545410
	Iteration 31Q: 3 clusters Score -1167089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1167090.375000 Penalty: 3039.545410
	Iteration 32Q: 3 clusters Score -1167090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1167091.125000 Penalty: 3039.545410
	Iteration 33Q: 3 clusters Score -1167091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1167094.125000 Penalty: 3039.545410
	Iteration 34Q: 3 clusters Score -1167094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1167099.000000 Penalty: 3039.545410
	Iteration 35Q: 3 clusters Score -1167099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1167098.125000 Penalty: 3039.545410
	Iteration 36Q: 3 clusters Score -1167098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1167097.750000 Penalty: 3039.545410
	Iteration 37Q: 3 clusters Score -1167098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1167100.750000 Penalty: 3039.545410
	Iteration 38Q: 3 clusters Score -1167101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1167103.500000 Penalty: 3039.545410
	Iteration 39Q: 3 clusters Score -1167104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1167104.125000 Penalty: 3039.545410
	Iteration 40F: 3 clusters Score -1167104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -224746.718750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -224746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -222454.515625 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -222454.5 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -223007.109375 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -223007.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -223146.781250 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -223146.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223244.218750 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -223244.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223318.562500 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -223318.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -223383.515625 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -223383.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -223475.218750 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -223475.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223575.765625 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -223575.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223692.578125 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -223692.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223846.234375 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -223846.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223992.093750 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -223992.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -224139.421875 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -224139.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -224230.171875 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -224230.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224279.062500 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -224279.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -224314.125000 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -224314.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -224346.984375 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -224347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -224359.421875 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -224359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -224366.531250 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -224366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -224378.265625 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -224378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -224391.406250 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -224391.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224404.484375 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -224404.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -224414.046875 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -224414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -224419.406250 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -224419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -224422.796875 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -224422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -224425.921875 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -224425.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -224431.734375 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -224431.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -224438.546875 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -224438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224442.500000 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -224442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224444.203125 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -224444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -224445.875000 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -224445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -224446.656250 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -224446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -224448.578125 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -224448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -224449.078125 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -224449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -224449.265625 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -224449.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -224450.171875 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -224450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -224450.359375 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -224450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -224450.500000 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -224450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -224451.046875 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -224451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -224452.718750 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -224452.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -224452.640625 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -224452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -224453.671875 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -224453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -224453.843750 Penalty: 2522.013184
	Iteration 41Q: 3 clusters Score -224453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -224453.843750 Penalty: 2522.013184
	Iteration 42F: 3 clusters Score -224453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (111619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Entering Unmasked Estep 
Score: -11692992.000000 Penalty: 1888.712524
	Iteration 0F: 2 clusters Score -1.169299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -11618362.000000 Penalty: 3777.425049
	Iteration 0F: 3 clusters Score -1.161836e+07 nChanged 53414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -11650365.000000 Penalty: 3777.425049
	Iteration 1F: 3 clusters Score -1.165036e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -11651790.000000 Penalty: 3777.425049
	Iteration 2Q: 3 clusters Score -1.165179e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -11654162.000000 Penalty: 3777.425049
	Iteration 3Q: 3 clusters Score -1.165416e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -11657908.000000 Penalty: 3777.425049
	Iteration 4F: 3 clusters Score -1.165791e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -11663241.000000 Penalty: 3777.425049
	Iteration 5F: 3 clusters Score -1.166324e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -11668892.000000 Penalty: 3777.425049
	Iteration 6F: 3 clusters Score -1.166889e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -11673680.000000 Penalty: 3777.425049
	Iteration 7F: 3 clusters Score -1.167368e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -11677237.000000 Penalty: 3777.425049
	Iteration 8F: 3 clusters Score -1.167724e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -11680057.000000 Penalty: 3777.425049
	Iteration 9Q: 3 clusters Score -1.168006e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -11682243.000000 Penalty: 3777.425049
	Iteration 10Q: 3 clusters Score -1.168224e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -11684168.000000 Penalty: 3777.425049
	Iteration 11Q: 3 clusters Score -1.168417e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -11685768.000000 Penalty: 3777.425049
	Iteration 12Q: 3 clusters Score -1.168577e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -11687167.000000 Penalty: 3777.425049
	Iteration 13Q: 3 clusters Score -1.168717e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -11688342.000000 Penalty: 3777.425049
	Iteration 14Q: 3 clusters Score -1.168834e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -11689234.000000 Penalty: 3777.425049
	Iteration 15Q: 3 clusters Score -1.168923e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -11689849.000000 Penalty: 3777.425049
	Iteration 16Q: 3 clusters Score -1.168985e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -11690357.000000 Penalty: 3777.425049
	Iteration 17Q: 3 clusters Score -1.169036e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -11690705.000000 Penalty: 3777.425049
	Iteration 18Q: 3 clusters Score -1.16907e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -11690913.000000 Penalty: 3777.425049
	Iteration 19Q: 3 clusters Score -1.169091e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -11691038.000000 Penalty: 3777.425049
	Iteration 20F: 3 clusters Score -1.169104e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -11691140.000000 Penalty: 3777.425049
	Iteration 21Q: 3 clusters Score -1.169114e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -11691202.000000 Penalty: 3777.425049
	Iteration 22Q: 3 clusters Score -1.16912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -11691245.000000 Penalty: 3777.425049
	Iteration 23Q: 3 clusters Score -1.169124e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -11691258.000000 Penalty: 3777.425049
	Iteration 24Q: 3 clusters Score -1.169126e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -11691284.000000 Penalty: 3777.425049
	Iteration 25Q: 3 clusters Score -1.169128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -11691299.000000 Penalty: 3777.425049
	Iteration 26Q: 3 clusters Score -1.16913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -11691321.000000 Penalty: 3777.425049
	Iteration 27Q: 3 clusters Score -1.169132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -11691333.000000 Penalty: 3777.425049
	Iteration 28Q: 3 clusters Score -1.169133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -11691352.000000 Penalty: 3777.425049
	Iteration 29Q: 3 clusters Score -1.169135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -11691344.000000 Penalty: 3777.425049
	Iteration 30Q: 3 clusters Score -1.169134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -11691368.000000 Penalty: 3777.425049
	Iteration 31Q: 3 clusters Score -1.169137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 110999 members 
Entering Unmasked Estep 
Score: -11691367.000000 Penalty: 3777.425049
	Iteration 32Q: 3 clusters Score -1.169137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 111003 members 
Entering Unmasked Estep 
Score: -11691366.000000 Penalty: 3777.425049
	Iteration 33Q: 3 clusters Score -1.169137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -11691378.000000 Penalty: 3777.425049
	Iteration 34Q: 3 clusters Score -1.169138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -11691376.000000 Penalty: 3777.425049
	Iteration 35Q: 3 clusters Score -1.169138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 111015 members 
Entering Unmasked Estep 
Score: -11691377.000000 Penalty: 3777.425049
	Iteration 36Q: 3 clusters Score -1.169138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -11691388.000000 Penalty: 3777.425049
	Iteration 37Q: 3 clusters Score -1.169139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -11691381.000000 Penalty: 3777.425049
	Iteration 38Q: 3 clusters Score -1.169138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -11691387.000000 Penalty: 3777.425049
	Iteration 39Q: 3 clusters Score -1.169139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -11691383.000000 Penalty: 3777.425049
	Iteration 40F: 3 clusters Score -1.169138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -11691388.000000 Penalty: 3777.425049
	Iteration 41Q: 3 clusters Score -1.169139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 111029 members 
Entering Unmasked Estep 
Score: -11691390.000000 Penalty: 3777.425049
	Iteration 42Q: 3 clusters Score -1.169139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 111032 members 
Entering Unmasked Estep 
Score: -11691388.000000 Penalty: 3777.425049
	Iteration 43Q: 3 clusters Score -1.169139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 111032 members 
Entering Unmasked Estep 
Score: -11691388.000000 Penalty: 3777.425049
	Iteration 44F: 3 clusters Score -1.169139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -127434.070312 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -127434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125788.750000 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -125788.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -126079.992188 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -126080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -126177.945312 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -126177.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126225.828125 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -126225.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126252.695312 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -126252.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126266.421875 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -126266.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126280.664062 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -126280.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126294.421875 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -126294.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126303.671875 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -126303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126311.890625 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -126311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126316.062500 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -126316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126317.757812 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -126317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126319.984375 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -126320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126319.984375 Penalty: 2324.232666
	Iteration 13F: 3 clusters Score -126320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -768627.750000 Penalty: 1452.724487
	Iteration 0F: 2 clusters Score -768627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -762956.500000 Penalty: 2905.448975
	Iteration 0F: 3 clusters Score -762956.5 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -764692.187500 Penalty: 2905.448975
	Iteration 1F: 3 clusters Score -764692.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -764988.750000 Penalty: 2905.448975
	Iteration 2F: 3 clusters Score -764988.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -765268.750000 Penalty: 2905.448975
	Iteration 3F: 3 clusters Score -765268.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -765573.062500 Penalty: 2905.448975
	Iteration 4F: 3 clusters Score -765573.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -765882.750000 Penalty: 2905.448975
	Iteration 5F: 3 clusters Score -765882.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -766230.937500 Penalty: 2905.448975
	Iteration 6F: 3 clusters Score -766230.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -766570.375000 Penalty: 2905.448975
	Iteration 7F: 3 clusters Score -766570.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -766839.437500 Penalty: 2905.448975
	Iteration 8Q: 3 clusters Score -766839.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -767070.750000 Penalty: 2905.448975
	Iteration 9Q: 3 clusters Score -767070.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -767232.812500 Penalty: 2905.448975
	Iteration 10Q: 3 clusters Score -767232.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -767351.250000 Penalty: 2905.448975
	Iteration 11Q: 3 clusters Score -767351.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -767427.750000 Penalty: 2905.448975
	Iteration 12Q: 3 clusters Score -767427.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -767485.312500 Penalty: 2905.448975
	Iteration 13Q: 3 clusters Score -767485.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -767527.000000 Penalty: 2905.448975
	Iteration 14Q: 3 clusters Score -767527 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -767556.187500 Penalty: 2905.448975
	Iteration 15Q: 3 clusters Score -767556.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -767574.500000 Penalty: 2905.448975
	Iteration 16Q: 3 clusters Score -767574.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -767593.937500 Penalty: 2905.448975
	Iteration 17Q: 3 clusters Score -767593.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -767609.937500 Penalty: 2905.448975
	Iteration 18Q: 3 clusters Score -767609.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -767625.000000 Penalty: 2905.448975
	Iteration 19Q: 3 clusters Score -767625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -767636.375000 Penalty: 2905.448975
	Iteration 20F: 3 clusters Score -767636.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -767642.187500 Penalty: 2905.448975
	Iteration 21Q: 3 clusters Score -767642.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -767648.937500 Penalty: 2905.448975
	Iteration 22Q: 3 clusters Score -767648.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -767651.750000 Penalty: 2905.448975
	Iteration 23Q: 3 clusters Score -767651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -767655.062500 Penalty: 2905.448975
	Iteration 24Q: 3 clusters Score -767655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -767655.250000 Penalty: 2905.448975
	Iteration 25Q: 3 clusters Score -767655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -767656.625000 Penalty: 2905.448975
	Iteration 26Q: 3 clusters Score -767656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -767658.812500 Penalty: 2905.448975
	Iteration 27Q: 3 clusters Score -767658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -767662.562500 Penalty: 2905.448975
	Iteration 28Q: 3 clusters Score -767662.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -767664.562500 Penalty: 2905.448975
	Iteration 29Q: 3 clusters Score -767664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -767664.750000 Penalty: 2905.448975
	Iteration 30Q: 3 clusters Score -767664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -767666.750000 Penalty: 2905.448975
	Iteration 31Q: 3 clusters Score -767666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -767668.062500 Penalty: 2905.448975
	Iteration 32Q: 3 clusters Score -767668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -767668.375000 Penalty: 2905.448975
	Iteration 33Q: 3 clusters Score -767668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -767669.437500 Penalty: 2905.448975
	Iteration 34Q: 3 clusters Score -767669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -767671.187500 Penalty: 2905.448975
	Iteration 35Q: 3 clusters Score -767671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -767672.437500 Penalty: 2905.448975
	Iteration 36Q: 3 clusters Score -767672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -767673.062500 Penalty: 2905.448975
	Iteration 37Q: 3 clusters Score -767673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -767674.562500 Penalty: 2905.448975
	Iteration 38Q: 3 clusters Score -767674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -767675.187500 Penalty: 2905.448975
	Iteration 39Q: 3 clusters Score -767675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -767677.000000 Penalty: 2905.448975
	Iteration 40F: 3 clusters Score -767677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -767680.062500 Penalty: 2905.448975
	Iteration 41Q: 3 clusters Score -767680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -767678.375000 Penalty: 2905.448975
	Iteration 42Q: 3 clusters Score -767678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -767680.875000 Penalty: 2905.448975
	Iteration 43Q: 3 clusters Score -767680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -767678.875000 Penalty: 2905.448975
	Iteration 44Q: 3 clusters Score -767678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -767681.500000 Penalty: 2905.448975
	Iteration 45Q: 3 clusters Score -767681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -767681.250000 Penalty: 2905.448975
	Iteration 46Q: 3 clusters Score -767681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -767678.687500 Penalty: 2905.448975
	Iteration 47Q: 3 clusters Score -767678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -767678.687500 Penalty: 2905.448975
	Iteration 48F: 3 clusters Score -767678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (29228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Entering Unmasked Estep 
Score: -2793998.250000 Penalty: 1670.968384
	Iteration 0F: 2 clusters Score -2793998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2774312.250000 Penalty: 3341.936768
	Iteration 0F: 3 clusters Score -2774312 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2782530.000000 Penalty: 3341.936768
	Iteration 1F: 3 clusters Score -2782530 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2783865.250000 Penalty: 3341.936768
	Iteration 2F: 3 clusters Score -2783865 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2785361.750000 Penalty: 3341.936768
	Iteration 3F: 3 clusters Score -2785362 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2786625.500000 Penalty: 3341.936768
	Iteration 4F: 3 clusters Score -2786626 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2787554.000000 Penalty: 3341.936768
	Iteration 5F: 3 clusters Score -2787554 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2788301.750000 Penalty: 3341.936768
	Iteration 6Q: 3 clusters Score -2788302 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2788873.500000 Penalty: 3341.936768
	Iteration 7Q: 3 clusters Score -2788874 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2789315.750000 Penalty: 3341.936768
	Iteration 8Q: 3 clusters Score -2789316 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2789766.000000 Penalty: 3341.936768
	Iteration 9Q: 3 clusters Score -2789766 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2790190.750000 Penalty: 3341.936768
	Iteration 10Q: 3 clusters Score -2790191 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2790561.250000 Penalty: 3341.936768
	Iteration 11Q: 3 clusters Score -2790561 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2790923.500000 Penalty: 3341.936768
	Iteration 12Q: 3 clusters Score -2790924 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2791248.500000 Penalty: 3341.936768
	Iteration 13Q: 3 clusters Score -2791248 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2791527.750000 Penalty: 3341.936768
	Iteration 14Q: 3 clusters Score -2791528 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2791792.250000 Penalty: 3341.936768
	Iteration 15Q: 3 clusters Score -2791792 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2792061.750000 Penalty: 3341.936768
	Iteration 16Q: 3 clusters Score -2792062 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2792324.750000 Penalty: 3341.936768
	Iteration 17Q: 3 clusters Score -2792325 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2792542.500000 Penalty: 3341.936768
	Iteration 18Q: 3 clusters Score -2792542 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2792703.250000 Penalty: 3341.936768
	Iteration 19Q: 3 clusters Score -2792703 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2792818.750000 Penalty: 3341.936768
	Iteration 20F: 3 clusters Score -2792819 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2792928.500000 Penalty: 3341.936768
	Iteration 21Q: 3 clusters Score -2792928 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2793028.750000 Penalty: 3341.936768
	Iteration 22Q: 3 clusters Score -2793029 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2793122.750000 Penalty: 3341.936768
	Iteration 23Q: 3 clusters Score -2793123 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2793203.000000 Penalty: 3341.936768
	Iteration 24Q: 3 clusters Score -2793203 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2793280.500000 Penalty: 3341.936768
	Iteration 25Q: 3 clusters Score -2793280 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2793334.000000 Penalty: 3341.936768
	Iteration 26Q: 3 clusters Score -2793334 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2793415.750000 Penalty: 3341.936768
	Iteration 27Q: 3 clusters Score -2793416 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2793477.000000 Penalty: 3341.936768
	Iteration 28Q: 3 clusters Score -2793477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2793512.750000 Penalty: 3341.936768
	Iteration 29Q: 3 clusters Score -2793513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2793545.750000 Penalty: 3341.936768
	Iteration 30Q: 3 clusters Score -2793546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2793573.250000 Penalty: 3341.936768
	Iteration 31Q: 3 clusters Score -2793573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2793595.000000 Penalty: 3341.936768
	Iteration 32Q: 3 clusters Score -2793595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2793608.750000 Penalty: 3341.936768
	Iteration 33Q: 3 clusters Score -2793609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2793616.750000 Penalty: 3341.936768
	Iteration 34Q: 3 clusters Score -2793617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2793627.000000 Penalty: 3341.936768
	Iteration 35Q: 3 clusters Score -2793627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2793637.750000 Penalty: 3341.936768
	Iteration 36Q: 3 clusters Score -2793638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2793649.750000 Penalty: 3341.936768
	Iteration 37Q: 3 clusters Score -2793650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2793651.750000 Penalty: 3341.936768
	Iteration 38Q: 3 clusters Score -2793652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2793661.000000 Penalty: 3341.936768
	Iteration 39Q: 3 clusters Score -2793661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2793663.500000 Penalty: 3341.936768
	Iteration 40F: 3 clusters Score -2793664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2793672.750000 Penalty: 3341.936768
	Iteration 41Q: 3 clusters Score -2793673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2793674.500000 Penalty: 3341.936768
	Iteration 42Q: 3 clusters Score -2793674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2793670.750000 Penalty: 3341.936768
	Iteration 43Q: 3 clusters Score -2793671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2793676.000000 Penalty: 3341.936768
	Iteration 44Q: 3 clusters Score -2793676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2793678.500000 Penalty: 3341.936768
	Iteration 45Q: 3 clusters Score -2793678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2793680.500000 Penalty: 3341.936768
	Iteration 46Q: 3 clusters Score -2793680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2793682.250000 Penalty: 3341.936768
	Iteration 47Q: 3 clusters Score -2793682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2793684.250000 Penalty: 3341.936768
	Iteration 48Q: 3 clusters Score -2793684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2793685.250000 Penalty: 3341.936768
	Iteration 49Q: 3 clusters Score -2793685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2793688.500000 Penalty: 3341.936768
	Iteration 50Q: 3 clusters Score -2793688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2793690.250000 Penalty: 3341.936768
	Iteration 51Q: 3 clusters Score -2793690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2793692.000000 Penalty: 3341.936768
	Iteration 52Q: 3 clusters Score -2793692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2793692.750000 Penalty: 3341.936768
	Iteration 53Q: 3 clusters Score -2793693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2793696.500000 Penalty: 3341.936768
	Iteration 54Q: 3 clusters Score -2793696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2793699.250000 Penalty: 3341.936768
	Iteration 55Q: 3 clusters Score -2793699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2793699.250000 Penalty: 3341.936768
	Iteration 56F: 3 clusters Score -2793699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -180214.421875 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -180214.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178150.687500 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -178150.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178604.453125 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -178604.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -178725.890625 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -178725.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -178792.953125 Penalty: 2459.387207
	Iteration 3Q: 3 clusters Score -178793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -178845.046875 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -178845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -178894.375000 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -178894.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -178924.796875 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -178924.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -178948.656250 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -178948.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -178963.687500 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -178963.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -178975.015625 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -178975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -178982.687500 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -178982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -178986.828125 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -178986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -178994.218750 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -178994.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -179000.015625 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -179000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -179006.093750 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -179006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -179012.765625 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -179012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -179015.500000 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -179015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -179019.078125 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -179019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -179020.656250 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -179020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -179021.921875 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -179021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -179022.546875 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -179022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -179022.968750 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -179023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -179023.625000 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -179023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -179023.734375 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -179023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -179023.734375 Penalty: 2459.387207
	Iteration 24F: 3 clusters Score -179023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (17046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Entering Unmasked Estep 
Score: -1701758.750000 Penalty: 1583.346436
	Iteration 0F: 2 clusters Score -1701759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1690068.125000 Penalty: 3166.692871
	Iteration 0F: 3 clusters Score -1690068 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1694765.750000 Penalty: 3166.692871
	Iteration 1F: 3 clusters Score -1694766 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1695946.250000 Penalty: 3166.692871
	Iteration 2F: 3 clusters Score -1695946 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1697385.125000 Penalty: 3166.692871
	Iteration 3F: 3 clusters Score -1697385 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1698700.375000 Penalty: 3166.692871
	Iteration 4F: 3 clusters Score -1698700 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1699716.750000 Penalty: 3166.692871
	Iteration 5F: 3 clusters Score -1699717 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1700332.250000 Penalty: 3166.692871
	Iteration 6F: 3 clusters Score -1700332 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1700692.000000 Penalty: 3166.692871
	Iteration 7Q: 3 clusters Score -1700692 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1700860.875000 Penalty: 3166.692871
	Iteration 8Q: 3 clusters Score -1700861 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1700943.750000 Penalty: 3166.692871
	Iteration 9Q: 3 clusters Score -1700944 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1700993.875000 Penalty: 3166.692871
	Iteration 10Q: 3 clusters Score -1700994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1701039.000000 Penalty: 3166.692871
	Iteration 11Q: 3 clusters Score -1701039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1701062.500000 Penalty: 3166.692871
	Iteration 12Q: 3 clusters Score -1701062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1701091.375000 Penalty: 3166.692871
	Iteration 13Q: 3 clusters Score -1701091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1701107.250000 Penalty: 3166.692871
	Iteration 14Q: 3 clusters Score -1701107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1701125.750000 Penalty: 3166.692871
	Iteration 15Q: 3 clusters Score -1701126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1701134.750000 Penalty: 3166.692871
	Iteration 16Q: 3 clusters Score -1701135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1701148.875000 Penalty: 3166.692871
	Iteration 17Q: 3 clusters Score -1701149 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1701163.000000 Penalty: 3166.692871
	Iteration 18Q: 3 clusters Score -1701163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1701176.250000 Penalty: 3166.692871
	Iteration 19Q: 3 clusters Score -1701176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1701186.625000 Penalty: 3166.692871
	Iteration 20F: 3 clusters Score -1701187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1701192.500000 Penalty: 3166.692871
	Iteration 21Q: 3 clusters Score -1701192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1701198.000000 Penalty: 3166.692871
	Iteration 22Q: 3 clusters Score -1701198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1701198.250000 Penalty: 3166.692871
	Iteration 23Q: 3 clusters Score -1701198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1701205.250000 Penalty: 3166.692871
	Iteration 24Q: 3 clusters Score -1701205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1701219.125000 Penalty: 3166.692871
	Iteration 25Q: 3 clusters Score -1701219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1701225.125000 Penalty: 3166.692871
	Iteration 26Q: 3 clusters Score -1701225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1701238.625000 Penalty: 3166.692871
	Iteration 27Q: 3 clusters Score -1701239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1701256.500000 Penalty: 3166.692871
	Iteration 28Q: 3 clusters Score -1701256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1701267.000000 Penalty: 3166.692871
	Iteration 29Q: 3 clusters Score -1701267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1701274.750000 Penalty: 3166.692871
	Iteration 30Q: 3 clusters Score -1701275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1701284.250000 Penalty: 3166.692871
	Iteration 31Q: 3 clusters Score -1701284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1701293.125000 Penalty: 3166.692871
	Iteration 32Q: 3 clusters Score -1701293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1701304.625000 Penalty: 3166.692871
	Iteration 33Q: 3 clusters Score -1701305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1701316.875000 Penalty: 3166.692871
	Iteration 34Q: 3 clusters Score -1701317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1701321.250000 Penalty: 3166.692871
	Iteration 35Q: 3 clusters Score -1701321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1701329.000000 Penalty: 3166.692871
	Iteration 36Q: 3 clusters Score -1701329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1701332.875000 Penalty: 3166.692871
	Iteration 37Q: 3 clusters Score -1701333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1701335.375000 Penalty: 3166.692871
	Iteration 38Q: 3 clusters Score -1701335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1701336.375000 Penalty: 3166.692871
	Iteration 39Q: 3 clusters Score -1701336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1701338.500000 Penalty: 3166.692871
	Iteration 40F: 3 clusters Score -1701338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1701340.750000 Penalty: 3166.692871
	Iteration 41Q: 3 clusters Score -1701341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1701339.875000 Penalty: 3166.692871
	Iteration 42Q: 3 clusters Score -1701340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1701339.500000 Penalty: 3166.692871
	Iteration 43Q: 3 clusters Score -1701340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1701339.125000 Penalty: 3166.692871
	Iteration 44Q: 3 clusters Score -1701339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1701339.000000 Penalty: 3166.692871
	Iteration 45Q: 3 clusters Score -1701339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1701338.750000 Penalty: 3166.692871
	Iteration 46Q: 3 clusters Score -1701339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1701341.125000 Penalty: 3166.692871
	Iteration 47Q: 3 clusters Score -1701341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1701340.875000 Penalty: 3166.692871
	Iteration 48Q: 3 clusters Score -1701341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1701341.000000 Penalty: 3166.692871
	Iteration 49Q: 3 clusters Score -1701341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1701340.500000 Penalty: 3166.692871
	Iteration 50Q: 3 clusters Score -1701340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1701341.750000 Penalty: 3166.692871
	Iteration 51Q: 3 clusters Score -1701342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1701342.250000 Penalty: 3166.692871
	Iteration 52Q: 3 clusters Score -1701342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1701342.250000 Penalty: 3166.692871
	Iteration 53Q: 3 clusters Score -1701342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1701341.375000 Penalty: 3166.692871
	Iteration 54Q: 3 clusters Score -1701341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1701341.375000 Penalty: 3166.692871
	Iteration 55Q: 3 clusters Score -1701341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1701341.375000 Penalty: 3166.692871
	Iteration 56F: 3 clusters Score -1701341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Entering Unmasked Estep 
Score: -2054893.375000 Penalty: 1605.668579
	Iteration 0F: 2 clusters Score -2054893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2041589.375000 Penalty: 3211.337158
	Iteration 0F: 3 clusters Score -2041589 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2046299.500000 Penalty: 3211.337158
	Iteration 1F: 3 clusters Score -2046300 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2046716.875000 Penalty: 3211.337158
	Iteration 2F: 3 clusters Score -2046717 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2047184.125000 Penalty: 3211.337158
	Iteration 3F: 3 clusters Score -2047184 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2047666.875000 Penalty: 3211.337158
	Iteration 4Q: 3 clusters Score -2047667 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2048204.500000 Penalty: 3211.337158
	Iteration 5F: 3 clusters Score -2048204 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2048901.500000 Penalty: 3211.337158
	Iteration 6F: 3 clusters Score -2048902 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2049726.250000 Penalty: 3211.337158
	Iteration 7F: 3 clusters Score -2049726 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2050659.875000 Penalty: 3211.337158
	Iteration 8F: 3 clusters Score -2050660 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2051613.875000 Penalty: 3211.337158
	Iteration 9F: 3 clusters Score -2051614 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2052339.625000 Penalty: 3211.337158
	Iteration 10F: 3 clusters Score -2052340 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2052709.000000 Penalty: 3211.337158
	Iteration 11Q: 3 clusters Score -2052709 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2052883.750000 Penalty: 3211.337158
	Iteration 12Q: 3 clusters Score -2052884 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2052972.375000 Penalty: 3211.337158
	Iteration 13Q: 3 clusters Score -2052972 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2053039.875000 Penalty: 3211.337158
	Iteration 14Q: 3 clusters Score -2053040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2053090.750000 Penalty: 3211.337158
	Iteration 15Q: 3 clusters Score -2053091 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2053113.375000 Penalty: 3211.337158
	Iteration 16Q: 3 clusters Score -2053113 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2053141.000000 Penalty: 3211.337158
	Iteration 17Q: 3 clusters Score -2053141 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2053170.250000 Penalty: 3211.337158
	Iteration 18Q: 3 clusters Score -2053170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2053195.375000 Penalty: 3211.337158
	Iteration 19Q: 3 clusters Score -2053195 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2053213.000000 Penalty: 3211.337158
	Iteration 20F: 3 clusters Score -2053213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2053226.875000 Penalty: 3211.337158
	Iteration 21Q: 3 clusters Score -2053227 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2053237.250000 Penalty: 3211.337158
	Iteration 22Q: 3 clusters Score -2053237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2053257.875000 Penalty: 3211.337158
	Iteration 23Q: 3 clusters Score -2053258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2053270.000000 Penalty: 3211.337158
	Iteration 24Q: 3 clusters Score -2053270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2053279.250000 Penalty: 3211.337158
	Iteration 25Q: 3 clusters Score -2053279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2053282.750000 Penalty: 3211.337158
	Iteration 26Q: 3 clusters Score -2053283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2053296.750000 Penalty: 3211.337158
	Iteration 27Q: 3 clusters Score -2053297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2053301.250000 Penalty: 3211.337158
	Iteration 28Q: 3 clusters Score -2053301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2053310.000000 Penalty: 3211.337158
	Iteration 29Q: 3 clusters Score -2053310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2053322.875000 Penalty: 3211.337158
	Iteration 30Q: 3 clusters Score -2053323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2053331.000000 Penalty: 3211.337158
	Iteration 31Q: 3 clusters Score -2053331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2053333.500000 Penalty: 3211.337158
	Iteration 32Q: 3 clusters Score -2053334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2053349.000000 Penalty: 3211.337158
	Iteration 33Q: 3 clusters Score -2053349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2053366.875000 Penalty: 3211.337158
	Iteration 34Q: 3 clusters Score -2053367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2053375.125000 Penalty: 3211.337158
	Iteration 35Q: 3 clusters Score -2053375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2053386.750000 Penalty: 3211.337158
	Iteration 36Q: 3 clusters Score -2053387 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2053398.500000 Penalty: 3211.337158
	Iteration 37Q: 3 clusters Score -2053398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2053422.250000 Penalty: 3211.337158
	Iteration 38Q: 3 clusters Score -2053422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2053436.250000 Penalty: 3211.337158
	Iteration 39Q: 3 clusters Score -2053436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2053444.875000 Penalty: 3211.337158
	Iteration 40F: 3 clusters Score -2053445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2053453.500000 Penalty: 3211.337158
	Iteration 41Q: 3 clusters Score -2053454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2053460.125000 Penalty: 3211.337158
	Iteration 42Q: 3 clusters Score -2053460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2053476.750000 Penalty: 3211.337158
	Iteration 43Q: 3 clusters Score -2053477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2053485.875000 Penalty: 3211.337158
	Iteration 44Q: 3 clusters Score -2053486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2053494.500000 Penalty: 3211.337158
	Iteration 45Q: 3 clusters Score -2053494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2053511.625000 Penalty: 3211.337158
	Iteration 46Q: 3 clusters Score -2053512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2053514.875000 Penalty: 3211.337158
	Iteration 47Q: 3 clusters Score -2053515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2053520.875000 Penalty: 3211.337158
	Iteration 48Q: 3 clusters Score -2053521 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2053536.125000 Penalty: 3211.337158
	Iteration 49Q: 3 clusters Score -2053536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2053538.750000 Penalty: 3211.337158
	Iteration 50Q: 3 clusters Score -2053539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2053546.875000 Penalty: 3211.337158
	Iteration 51Q: 3 clusters Score -2053547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2053549.125000 Penalty: 3211.337158
	Iteration 52Q: 3 clusters Score -2053549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2053550.375000 Penalty: 3211.337158
	Iteration 53Q: 3 clusters Score -2053550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2053556.875000 Penalty: 3211.337158
	Iteration 54Q: 3 clusters Score -2053557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2053565.375000 Penalty: 3211.337158
	Iteration 55Q: 3 clusters Score -2053565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2053565.000000 Penalty: 3211.337158
	Iteration 56Q: 3 clusters Score -2053565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2053560.750000 Penalty: 3211.337158
	Iteration 57Q: 3 clusters Score -2053561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2053566.875000 Penalty: 3211.337158
	Iteration 58Q: 3 clusters Score -2053567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2053568.250000 Penalty: 3211.337158
	Iteration 59Q: 3 clusters Score -2053568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2053566.500000 Penalty: 3211.337158
	Iteration 60F: 3 clusters Score -2053566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2053575.250000 Penalty: 3211.337158
	Iteration 61Q: 3 clusters Score -2053575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2053577.000000 Penalty: 3211.337158
	Iteration 62Q: 3 clusters Score -2053577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2053582.625000 Penalty: 3211.337158
	Iteration 63Q: 3 clusters Score -2053583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2053585.500000 Penalty: 3211.337158
	Iteration 64Q: 3 clusters Score -2053586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2053583.000000 Penalty: 3211.337158
	Iteration 65Q: 3 clusters Score -2053583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2053594.125000 Penalty: 3211.337158
	Iteration 66Q: 3 clusters Score -2053594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2053594.875000 Penalty: 3211.337158
	Iteration 67Q: 3 clusters Score -2053595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2053597.625000 Penalty: 3211.337158
	Iteration 68Q: 3 clusters Score -2053598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2053597.375000 Penalty: 3211.337158
	Iteration 69Q: 3 clusters Score -2053597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2053604.875000 Penalty: 3211.337158
	Iteration 70Q: 3 clusters Score -2053605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2053603.375000 Penalty: 3211.337158
	Iteration 71Q: 3 clusters Score -2053603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2053605.375000 Penalty: 3211.337158
	Iteration 72Q: 3 clusters Score -2053605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2053610.250000 Penalty: 3211.337158
	Iteration 73Q: 3 clusters Score -2053610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2053611.125000 Penalty: 3211.337158
	Iteration 74Q: 3 clusters Score -2053611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2053621.625000 Penalty: 3211.337158
	Iteration 75Q: 3 clusters Score -2053622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2053632.250000 Penalty: 3211.337158
	Iteration 76Q: 3 clusters Score -2053632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2053632.000000 Penalty: 3211.337158
	Iteration 77Q: 3 clusters Score -2053632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2053640.875000 Penalty: 3211.337158
	Iteration 78Q: 3 clusters Score -2053641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2053652.500000 Penalty: 3211.337158
	Iteration 79Q: 3 clusters Score -2053652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2053657.375000 Penalty: 3211.337158
	Iteration 80F: 3 clusters Score -2053657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2053663.750000 Penalty: 3211.337158
	Iteration 81Q: 3 clusters Score -2053664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2053666.125000 Penalty: 3211.337158
	Iteration 82Q: 3 clusters Score -2053666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2053676.250000 Penalty: 3211.337158
	Iteration 83Q: 3 clusters Score -2053676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2053681.375000 Penalty: 3211.337158
	Iteration 84Q: 3 clusters Score -2053681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2053692.625000 Penalty: 3211.337158
	Iteration 85Q: 3 clusters Score -2053693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2053697.000000 Penalty: 3211.337158
	Iteration 86Q: 3 clusters Score -2053697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2053708.125000 Penalty: 3211.337158
	Iteration 87Q: 3 clusters Score -2053708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2053709.750000 Penalty: 3211.337158
	Iteration 88Q: 3 clusters Score -2053710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2053716.625000 Penalty: 3211.337158
	Iteration 89Q: 3 clusters Score -2053717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2053718.750000 Penalty: 3211.337158
	Iteration 90Q: 3 clusters Score -2053719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2053724.000000 Penalty: 3211.337158
	Iteration 91Q: 3 clusters Score -2053724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2053729.750000 Penalty: 3211.337158
	Iteration 92Q: 3 clusters Score -2053730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2053736.000000 Penalty: 3211.337158
	Iteration 93Q: 3 clusters Score -2053736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2053737.375000 Penalty: 3211.337158
	Iteration 94Q: 3 clusters Score -2053737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2053745.500000 Penalty: 3211.337158
	Iteration 95Q: 3 clusters Score -2053746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2053748.375000 Penalty: 3211.337158
	Iteration 96Q: 3 clusters Score -2053748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2053748.625000 Penalty: 3211.337158
	Iteration 97Q: 3 clusters Score -2053749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2053755.750000 Penalty: 3211.337158
	Iteration 98Q: 3 clusters Score -2053756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2053755.125000 Penalty: 3211.337158
	Iteration 99Q: 3 clusters Score -2053755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2053757.250000 Penalty: 3211.337158
	Iteration 100F: 3 clusters Score -2053757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2053760.750000 Penalty: 3211.337158
	Iteration 101Q: 3 clusters Score -2053761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2053761.125000 Penalty: 3211.337158
	Iteration 102Q: 3 clusters Score -2053761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2053763.750000 Penalty: 3211.337158
	Iteration 103Q: 3 clusters Score -2053764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2053763.875000 Penalty: 3211.337158
	Iteration 104Q: 3 clusters Score -2053764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2053766.000000 Penalty: 3211.337158
	Iteration 105Q: 3 clusters Score -2053766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2053766.375000 Penalty: 3211.337158
	Iteration 106Q: 3 clusters Score -2053766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2053765.500000 Penalty: 3211.337158
	Iteration 107Q: 3 clusters Score -2053766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2053766.375000 Penalty: 3211.337158
	Iteration 108Q: 3 clusters Score -2053766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2053768.250000 Penalty: 3211.337158
	Iteration 109Q: 3 clusters Score -2053768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2053768.750000 Penalty: 3211.337158
	Iteration 110Q: 3 clusters Score -2053769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2053769.375000 Penalty: 3211.337158
	Iteration 111Q: 3 clusters Score -2053769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2053772.750000 Penalty: 3211.337158
	Iteration 112Q: 3 clusters Score -2053773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2053770.375000 Penalty: 3211.337158
	Iteration 113Q: 3 clusters Score -2053770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2053771.000000 Penalty: 3211.337158
	Iteration 114Q: 3 clusters Score -2053771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2053774.000000 Penalty: 3211.337158
	Iteration 115Q: 3 clusters Score -2053774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2053771.250000 Penalty: 3211.337158
	Iteration 116Q: 3 clusters Score -2053771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2053774.875000 Penalty: 3211.337158
	Iteration 117Q: 3 clusters Score -2053775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2053770.875000 Penalty: 3211.337158
	Iteration 118Q: 3 clusters Score -2053771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2053770.375000 Penalty: 3211.337158
	Iteration 119Q: 3 clusters Score -2053770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2053772.125000 Penalty: 3211.337158
	Iteration 120F: 3 clusters Score -2053772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2053773.875000 Penalty: 3211.337158
	Iteration 121Q: 3 clusters Score -2053774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2053773.875000 Penalty: 3211.337158
	Iteration 122Q: 3 clusters Score -2053774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2053773.875000 Penalty: 3211.337158
	Iteration 123Q: 3 clusters Score -2053774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2053773.875000 Penalty: 3211.337158
	Iteration 124F: 3 clusters Score -2053774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (66037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Entering Unmasked Estep 
Score: -6988023.000000 Penalty: 1803.420166
	Iteration 0F: 2 clusters Score -6988023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -6944273.500000 Penalty: 3606.840332
	Iteration 0F: 3 clusters Score -6944274 nChanged 31035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6961982.500000 Penalty: 3606.840332
	Iteration 1F: 3 clusters Score -6961982 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -6962766.000000 Penalty: 3606.840332
	Iteration 2Q: 3 clusters Score -6962766 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -6963979.500000 Penalty: 3606.840332
	Iteration 3Q: 3 clusters Score -6963980 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6965787.000000 Penalty: 3606.840332
	Iteration 4F: 3 clusters Score -6965787 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -6968623.500000 Penalty: 3606.840332
	Iteration 5F: 3 clusters Score -6968624 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6972706.500000 Penalty: 3606.840332
	Iteration 6F: 3 clusters Score -6972706 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -6977604.500000 Penalty: 3606.840332
	Iteration 7F: 3 clusters Score -6977604 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -6981912.000000 Penalty: 3606.840332
	Iteration 8F: 3 clusters Score -6981912 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6984532.000000 Penalty: 3606.840332
	Iteration 9Q: 3 clusters Score -6984532 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6985666.500000 Penalty: 3606.840332
	Iteration 10Q: 3 clusters Score -6985666 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6986056.000000 Penalty: 3606.840332
	Iteration 11Q: 3 clusters Score -6986056 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6986235.000000 Penalty: 3606.840332
	Iteration 12Q: 3 clusters Score -6986235 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6986317.000000 Penalty: 3606.840332
	Iteration 13Q: 3 clusters Score -6986317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6986365.500000 Penalty: 3606.840332
	Iteration 14Q: 3 clusters Score -6986366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6986380.500000 Penalty: 3606.840332
	Iteration 15Q: 3 clusters Score -6986380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6986385.000000 Penalty: 3606.840332
	Iteration 16Q: 3 clusters Score -6986385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6986389.500000 Penalty: 3606.840332
	Iteration 17Q: 3 clusters Score -6986390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6986393.500000 Penalty: 3606.840332
	Iteration 18Q: 3 clusters Score -6986394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6986393.000000 Penalty: 3606.840332
	Iteration 19Q: 3 clusters Score -6986393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6986405.000000 Penalty: 3606.840332
	Iteration 20F: 3 clusters Score -6986405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6986416.000000 Penalty: 3606.840332
	Iteration 21Q: 3 clusters Score -6986416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6986418.500000 Penalty: 3606.840332
	Iteration 22Q: 3 clusters Score -6986418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6986425.500000 Penalty: 3606.840332
	Iteration 23Q: 3 clusters Score -6986426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6986425.000000 Penalty: 3606.840332
	Iteration 24Q: 3 clusters Score -6986425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6986427.500000 Penalty: 3606.840332
	Iteration 25Q: 3 clusters Score -6986428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6986429.000000 Penalty: 3606.840332
	Iteration 26Q: 3 clusters Score -6986429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6986434.000000 Penalty: 3606.840332
	Iteration 27Q: 3 clusters Score -6986434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6986435.000000 Penalty: 3606.840332
	Iteration 28Q: 3 clusters Score -6986435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6986435.000000 Penalty: 3606.840332
	Iteration 29F: 3 clusters Score -6986435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -321058.968750 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -321059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -318183.562500 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -318183.6 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -318839.031250 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -318839 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -318977.593750 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -318977.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -319059.625000 Penalty: 2620.085693
	Iteration 3F: 3 clusters Score -319059.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -319126.093750 Penalty: 2620.085693
	Iteration 4Q: 3 clusters Score -319126.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -319179.062500 Penalty: 2620.085693
	Iteration 5Q: 3 clusters Score -319179.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -319215.125000 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -319215.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -319240.812500 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -319240.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319258.937500 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -319258.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -319274.750000 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -319274.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -319288.093750 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -319288.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -319297.593750 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -319297.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -319309.562500 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -319309.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -319321.156250 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -319321.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -319330.562500 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -319330.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -319340.312500 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -319340.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -319351.343750 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -319351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -319357.250000 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -319357.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -319362.250000 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -319362.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -319368.375000 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -319368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -319372.125000 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -319372.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -319375.000000 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -319375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -319379.250000 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -319379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -319385.375000 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -319385.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -319393.187500 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -319393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -319399.593750 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -319399.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -319404.687500 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -319404.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -319413.531250 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -319413.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -319423.906250 Penalty: 2620.085693
	Iteration 28Q: 3 clusters Score -319423.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -319432.687500 Penalty: 2620.085693
	Iteration 29Q: 3 clusters Score -319432.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -319441.875000 Penalty: 2620.085693
	Iteration 30Q: 3 clusters Score -319441.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -319451.406250 Penalty: 2620.085693
	Iteration 31Q: 3 clusters Score -319451.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -319470.531250 Penalty: 2620.085693
	Iteration 32Q: 3 clusters Score -319470.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -319491.968750 Penalty: 2620.085693
	Iteration 33Q: 3 clusters Score -319492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -319509.531250 Penalty: 2620.085693
	Iteration 34Q: 3 clusters Score -319509.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -319528.531250 Penalty: 2620.085693
	Iteration 35Q: 3 clusters Score -319528.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -319547.500000 Penalty: 2620.085693
	Iteration 36Q: 3 clusters Score -319547.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -319559.750000 Penalty: 2620.085693
	Iteration 37Q: 3 clusters Score -319559.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -319577.187500 Penalty: 2620.085693
	Iteration 38Q: 3 clusters Score -319577.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -319593.906250 Penalty: 2620.085693
	Iteration 39Q: 3 clusters Score -319593.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -319607.406250 Penalty: 2620.085693
	Iteration 40F: 3 clusters Score -319607.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -319623.906250 Penalty: 2620.085693
	Iteration 41Q: 3 clusters Score -319623.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -319649.968750 Penalty: 2620.085693
	Iteration 42Q: 3 clusters Score -319650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -319674.843750 Penalty: 2620.085693
	Iteration 43Q: 3 clusters Score -319674.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -319697.781250 Penalty: 2620.085693
	Iteration 44Q: 3 clusters Score -319697.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -319721.687500 Penalty: 2620.085693
	Iteration 45Q: 3 clusters Score -319721.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -319753.531250 Penalty: 2620.085693
	Iteration 46Q: 3 clusters Score -319753.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -319788.156250 Penalty: 2620.085693
	Iteration 47Q: 3 clusters Score -319788.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -319815.812500 Penalty: 2620.085693
	Iteration 48Q: 3 clusters Score -319815.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -319842.125000 Penalty: 2620.085693
	Iteration 49Q: 3 clusters Score -319842.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -319864.468750 Penalty: 2620.085693
	Iteration 50Q: 3 clusters Score -319864.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -319889.250000 Penalty: 2620.085693
	Iteration 51Q: 3 clusters Score -319889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -319918.031250 Penalty: 2620.085693
	Iteration 52Q: 3 clusters Score -319918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -319946.750000 Penalty: 2620.085693
	Iteration 53Q: 3 clusters Score -319946.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -319973.968750 Penalty: 2620.085693
	Iteration 54Q: 3 clusters Score -319974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -320013.718750 Penalty: 2620.085693
	Iteration 55Q: 3 clusters Score -320013.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -320062.687500 Penalty: 2620.085693
	Iteration 56Q: 3 clusters Score -320062.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -320112.125000 Penalty: 2620.085693
	Iteration 57Q: 3 clusters Score -320112.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -320149.718750 Penalty: 2620.085693
	Iteration 58Q: 3 clusters Score -320149.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -320178.750000 Penalty: 2620.085693
	Iteration 59Q: 3 clusters Score -320178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -320192.718750 Penalty: 2620.085693
	Iteration 60F: 3 clusters Score -320192.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -320197.500000 Penalty: 2620.085693
	Iteration 61Q: 3 clusters Score -320197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -320199.781250 Penalty: 2620.085693
	Iteration 62Q: 3 clusters Score -320199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -320201.281250 Penalty: 2620.085693
	Iteration 63Q: 3 clusters Score -320201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -320201.718750 Penalty: 2620.085693
	Iteration 64Q: 3 clusters Score -320201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -320202.062500 Penalty: 2620.085693
	Iteration 65Q: 3 clusters Score -320202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -320202.062500 Penalty: 2620.085693
	Iteration 66F: 3 clusters Score -320202.1 nChanged 0
--- Evaluating fit on full set of 4605703 points ---
Entering Unmasked Estep 
Score: -453397312.000000 Penalty: 119673.882812
20->49 Clusters: Score -453397312.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1535234 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 76628 members 
Mstep: Class 3 contains 76666 members 
Mstep: Class 4 contains 75998 members 
Mstep: Class 5 contains 76962 members 
Mstep: Class 6 contains 76822 members 
Mstep: Class 7 contains 76540 members 
Mstep: Class 8 contains 77130 members 
Mstep: Class 9 contains 76985 members 
Mstep: Class 10 contains 76947 members 
Mstep: Class 11 contains 76637 members 
Mstep: Class 12 contains 76768 members 
Mstep: Class 13 contains 76341 members 
Mstep: Class 14 contains 77335 members 
Mstep: Class 15 contains 76804 members 
Mstep: Class 16 contains 76685 members 
Mstep: Class 17 contains 76632 members 
Mstep: Class 18 contains 76865 members 
Mstep: Class 19 contains 76786 members 
Mstep: Class 20 contains 77091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 644.967468 but Gain 2314.683594
Score: -144364944.000000 Penalty: 43978.945312
Iteration 0F: 20 clusters Score -1.443649e+08 nChanged 1453261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1534 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 94129 members 
Mstep: Class 3 contains 66158 members 
Mstep: Class 4 contains 59144 members 
Mstep: Class 5 contains 54086 members 
Mstep: Class 6 contains 50933 members 
Mstep: Class 8 contains 110493 members 
Mstep: Class 9 contains 52591 members 
Mstep: Class 10 contains 163517 members 
Mstep: Class 11 contains 23107 members 
Mstep: Class 12 contains 41571 members 
Mstep: Class 13 contains 36044 members 
Mstep: Class 14 contains 64792 members 
Mstep: Class 15 contains 67621 members 
Mstep: Class 16 contains 119849 members 
Mstep: Class 17 contains 41136 members 
Mstep: Class 18 contains 39339 members 
Mstep: Class 19 contains 130645 members 
Mstep: Class 20 contains 253795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150696928.000000 Penalty: 43978.945312
Iteration 1F: 20 clusters Score -1.506969e+08 nChanged 632690
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 94993 members 
Mstep: Class 3 contains 61810 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 34593 members 
Mstep: Class 6 contains 65559 members 
Mstep: Class 8 contains 134885 members 
Mstep: Class 9 contains 34568 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 17385 members 
Mstep: Class 12 contains 25415 members 
Mstep: Class 13 contains 47679 members 
Mstep: Class 14 contains 57023 members 
Mstep: Class 15 contains 61234 members 
Mstep: Class 16 contains 123501 members 
Mstep: Class 17 contains 41283 members 
Mstep: Class 18 contains 21953 members 
Mstep: Class 19 contains 121704 members 
Mstep: Class 20 contains 372708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151966736.000000 Penalty: 43978.945312
Iteration 2F: 20 clusters Score -1.519667e+08 nChanged 394926
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 89890 members 
Mstep: Class 3 contains 49777 members 
Mstep: Class 4 contains 38337 members 
Mstep: Class 5 contains 26250 members 
Mstep: Class 6 contains 73402 members 
Mstep: Class 8 contains 160546 members 
Mstep: Class 9 contains 22888 members 
Mstep: Class 10 contains 71783 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 19230 members 
Mstep: Class 13 contains 56240 members 
Mstep: Class 14 contains 54940 members 
Mstep: Class 15 contains 59281 members 
Mstep: Class 16 contains 119413 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 122381 members 
Mstep: Class 20 contains 392273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152443536.000000 Penalty: 43978.945312
Iteration 3F: 20 clusters Score -1.524435e+08 nChanged 284655
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 90576 members 
Mstep: Class 3 contains 39400 members 
Mstep: Class 4 contains 37592 members 
Mstep: Class 5 contains 21994 members 
Mstep: Class 6 contains 72611 members 
Mstep: Class 8 contains 201910 members 
Mstep: Class 9 contains 15928 members 
Mstep: Class 10 contains 56022 members 
Mstep: Class 11 contains 24054 members 
Mstep: Class 12 contains 17643 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 58725 members 
Mstep: Class 15 contains 60041 members 
Mstep: Class 16 contains 112324 members 
Mstep: Class 17 contains 65707 members 
Mstep: Class 18 contains 13841 members 
Mstep: Class 19 contains 128644 members 
Mstep: Class 20 contains 349468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152780560.000000 Penalty: 43978.945312
Iteration 4F: 20 clusters Score -1.527806e+08 nChanged 216220
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 94982 members 
Mstep: Class 3 contains 30492 members 
Mstep: Class 4 contains 39754 members 
Mstep: Class 5 contains 18935 members 
Mstep: Class 6 contains 68814 members 
Mstep: Class 8 contains 235444 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 44763 members 
Mstep: Class 11 contains 29824 members 
Mstep: Class 12 contains 17640 members 
Mstep: Class 13 contains 52829 members 
Mstep: Class 14 contains 61119 members 
Mstep: Class 15 contains 58581 members 
Mstep: Class 16 contains 102112 members 
Mstep: Class 17 contains 77670 members 
Mstep: Class 18 contains 12968 members 
Mstep: Class 19 contains 131204 members 
Mstep: Class 20 contains 320708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152984912.000000 Penalty: 43978.945312
Iteration 5F: 20 clusters Score -1.529849e+08 nChanged 166163
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 104391 members 
Mstep: Class 3 contains 24663 members 
Mstep: Class 4 contains 42855 members 
Mstep: Class 5 contains 16798 members 
Mstep: Class 6 contains 64561 members 
Mstep: Class 8 contains 253317 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 36268 members 
Mstep: Class 11 contains 33765 members 
Mstep: Class 12 contains 18865 members 
Mstep: Class 13 contains 48923 members 
Mstep: Class 14 contains 62002 members 
Mstep: Class 15 contains 55925 members 
Mstep: Class 16 contains 89519 members 
Mstep: Class 17 contains 85549 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 130444 members 
Mstep: Class 20 contains 310619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153122496.000000 Penalty: 43978.945312
Iteration 6F: 20 clusters Score -1.531225e+08 nChanged 130957
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 133654 members 
Mstep: Class 2 contains 117450 members 
Mstep: Class 3 contains 21052 members 
Mstep: Class 4 contains 45905 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 60587 members 
Mstep: Class 8 contains 263181 members 
Mstep: Class 9 contains 12956 members 
Mstep: Class 10 contains 29874 members 
Mstep: Class 11 contains 35972 members 
Mstep: Class 12 contains 20740 members 
Mstep: Class 13 contains 44926 members 
Mstep: Class 14 contains 63151 members 
Mstep: Class 15 contains 53265 members 
Mstep: Class 16 contains 75405 members 
Mstep: Class 17 contains 91556 members 
Mstep: Class 18 contains 15291 members 
Mstep: Class 19 contains 129499 members 
Mstep: Class 20 contains 305238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153232944.000000 Penalty: 43978.945312
Iteration 7F: 20 clusters Score -1.532329e+08 nChanged 109643
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 134640 members 
Mstep: Class 2 contains 132802 members 
Mstep: Class 3 contains 18745 members 
Mstep: Class 4 contains 48573 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 57071 members 
Mstep: Class 8 contains 268500 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 24808 members 
Mstep: Class 11 contains 37496 members 
Mstep: Class 12 contains 22485 members 
Mstep: Class 13 contains 41309 members 
Mstep: Class 14 contains 64984 members 
Mstep: Class 15 contains 51031 members 
Mstep: Class 16 contains 60538 members 
Mstep: Class 17 contains 96797 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 128620 members 
Mstep: Class 20 contains 300104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153327408.000000 Penalty: 43978.945312
Iteration 8F: 20 clusters Score -1.533274e+08 nChanged 92830
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 135441 members 
Mstep: Class 2 contains 148391 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 50619 members 
Mstep: Class 5 contains 14643 members 
Mstep: Class 6 contains 54543 members 
Mstep: Class 8 contains 270438 members 
Mstep: Class 9 contains 15314 members 
Mstep: Class 10 contains 21147 members 
Mstep: Class 11 contains 38174 members 
Mstep: Class 12 contains 23721 members 
Mstep: Class 13 contains 38215 members 
Mstep: Class 14 contains 67177 members 
Mstep: Class 15 contains 49479 members 
Mstep: Class 16 contains 47358 members 
Mstep: Class 17 contains 101168 members 
Mstep: Class 18 contains 19853 members 
Mstep: Class 19 contains 126942 members 
Mstep: Class 20 contains 295153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153401456.000000 Penalty: 43978.945312
Iteration 9F: 20 clusters Score -1.534015e+08 nChanged 78076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 162304 members 
Mstep: Class 3 contains 16798 members 
Mstep: Class 4 contains 51955 members 
Mstep: Class 5 contains 14635 members 
Mstep: Class 6 contains 52784 members 
Mstep: Class 8 contains 269717 members 
Mstep: Class 9 contains 16261 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 37961 members 
Mstep: Class 12 contains 24446 members 
Mstep: Class 13 contains 35552 members 
Mstep: Class 14 contains 69393 members 
Mstep: Class 15 contains 48707 members 
Mstep: Class 16 contains 38151 members 
Mstep: Class 17 contains 104997 members 
Mstep: Class 18 contains 21470 members 
Mstep: Class 19 contains 123936 members 
Mstep: Class 20 contains 290506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153458288.000000 Penalty: 43978.945312
Iteration 10F: 20 clusters Score -1.534583e+08 nChanged 68286
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 172838 members 
Mstep: Class 3 contains 16496 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 14608 members 
Mstep: Class 6 contains 51102 members 
Mstep: Class 8 contains 267123 members 
Mstep: Class 9 contains 17157 members 
Mstep: Class 10 contains 17709 members 
Mstep: Class 11 contains 38232 members 
Mstep: Class 12 contains 24986 members 
Mstep: Class 13 contains 33182 members 
Mstep: Class 14 contains 71665 members 
Mstep: Class 15 contains 48811 members 
Mstep: Class 16 contains 32884 members 
Mstep: Class 17 contains 109050 members 
Mstep: Class 18 contains 22355 members 
Mstep: Class 19 contains 119783 members 
Mstep: Class 20 contains 285879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153501216.000000 Penalty: 43978.945312
Iteration 11Q: 20 clusters Score -1.535012e+08 nChanged 62971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 181375 members 
Mstep: Class 3 contains 16571 members 
Mstep: Class 4 contains 53214 members 
Mstep: Class 5 contains 14726 members 
Mstep: Class 6 contains 48833 members 
Mstep: Class 8 contains 263537 members 
Mstep: Class 9 contains 18089 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 11 contains 39478 members 
Mstep: Class 12 contains 25389 members 
Mstep: Class 13 contains 31147 members 
Mstep: Class 14 contains 74729 members 
Mstep: Class 15 contains 49017 members 
Mstep: Class 16 contains 29535 members 
Mstep: Class 17 contains 113919 members 
Mstep: Class 18 contains 22597 members 
Mstep: Class 19 contains 115660 members 
Mstep: Class 20 contains 279549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153541328.000000 Penalty: 43978.945312
Iteration 12Q: 20 clusters Score -1.535413e+08 nChanged 56280
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 187559 members 
Mstep: Class 3 contains 16674 members 
Mstep: Class 4 contains 53272 members 
Mstep: Class 5 contains 15013 members 
Mstep: Class 6 contains 45547 members 
Mstep: Class 8 contains 260219 members 
Mstep: Class 9 contains 19031 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 41180 members 
Mstep: Class 12 contains 25697 members 
Mstep: Class 13 contains 29410 members 
Mstep: Class 14 contains 78683 members 
Mstep: Class 15 contains 48766 members 
Mstep: Class 16 contains 27249 members 
Mstep: Class 17 contains 119043 members 
Mstep: Class 18 contains 22496 members 
Mstep: Class 19 contains 112889 members 
Mstep: Class 20 contains 273305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153574432.000000 Penalty: 43978.945312
Iteration 13Q: 20 clusters Score -1.535744e+08 nChanged 49902
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 144744 members 
Mstep: Class 2 contains 191929 members 
Mstep: Class 3 contains 16895 members 
Mstep: Class 4 contains 53012 members 
Mstep: Class 5 contains 15467 members 
Mstep: Class 6 contains 42181 members 
Mstep: Class 8 contains 256947 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 15420 members 
Mstep: Class 11 contains 43137 members 
Mstep: Class 12 contains 25889 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 83520 members 
Mstep: Class 15 contains 48410 members 
Mstep: Class 16 contains 25715 members 
Mstep: Class 17 contains 123251 members 
Mstep: Class 18 contains 22112 members 
Mstep: Class 19 contains 111647 members 
Mstep: Class 20 contains 267201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153599424.000000 Penalty: 43978.945312
Iteration 14Q: 20 clusters Score -1.535994e+08 nChanged 42979
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 195141 members 
Mstep: Class 3 contains 17267 members 
Mstep: Class 4 contains 52856 members 
Mstep: Class 5 contains 16126 members 
Mstep: Class 6 contains 39403 members 
Mstep: Class 8 contains 253800 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 10 contains 14979 members 
Mstep: Class 11 contains 45081 members 
Mstep: Class 12 contains 26100 members 
Mstep: Class 13 contains 26511 members 
Mstep: Class 14 contains 89203 members 
Mstep: Class 15 contains 47880 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 126225 members 
Mstep: Class 18 contains 21577 members 
Mstep: Class 19 contains 111237 members 
Mstep: Class 20 contains 261073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153620080.000000 Penalty: 43978.945312
Iteration 15Q: 20 clusters Score -1.536201e+08 nChanged 37032
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 145622 members 
Mstep: Class 2 contains 197451 members 
Mstep: Class 3 contains 17800 members 
Mstep: Class 4 contains 52874 members 
Mstep: Class 5 contains 16909 members 
Mstep: Class 6 contains 37282 members 
Mstep: Class 8 contains 250575 members 
Mstep: Class 9 contains 21307 members 
Mstep: Class 10 contains 14707 members 
Mstep: Class 11 contains 47032 members 
Mstep: Class 12 contains 26235 members 
Mstep: Class 13 contains 25379 members 
Mstep: Class 14 contains 95448 members 
Mstep: Class 15 contains 47276 members 
Mstep: Class 16 contains 23715 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 20895 members 
Mstep: Class 19 contains 111203 members 
Mstep: Class 20 contains 255116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153634592.000000 Penalty: 43978.945312
Iteration 16Q: 20 clusters Score -1.536346e+08 nChanged 32083
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 199108 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 52948 members 
Mstep: Class 5 contains 17667 members 
Mstep: Class 6 contains 35767 members 
Mstep: Class 8 contains 247460 members 
Mstep: Class 9 contains 21854 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 48856 members 
Mstep: Class 12 contains 26410 members 
Mstep: Class 13 contains 24429 members 
Mstep: Class 14 contains 102154 members 
Mstep: Class 15 contains 46564 members 
Mstep: Class 16 contains 23094 members 
Mstep: Class 17 contains 129852 members 
Mstep: Class 18 contains 20214 members 
Mstep: Class 19 contains 111252 members 
Mstep: Class 20 contains 249190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153644816.000000 Penalty: 43978.945312
Iteration 17Q: 20 clusters Score -1.536448e+08 nChanged 28420
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 145056 members 
Mstep: Class 2 contains 200279 members 
Mstep: Class 3 contains 19244 members 
Mstep: Class 4 contains 52975 members 
Mstep: Class 5 contains 18393 members 
Mstep: Class 6 contains 34705 members 
Mstep: Class 8 contains 244465 members 
Mstep: Class 9 contains 22247 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 50633 members 
Mstep: Class 12 contains 26553 members 
Mstep: Class 13 contains 23594 members 
Mstep: Class 14 contains 109250 members 
Mstep: Class 15 contains 45892 members 
Mstep: Class 16 contains 22662 members 
Mstep: Class 17 contains 130845 members 
Mstep: Class 18 contains 19623 members 
Mstep: Class 19 contains 111399 members 
Mstep: Class 20 contains 242928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153654000.000000 Penalty: 43978.945312
Iteration 18Q: 20 clusters Score -1.53654e+08 nChanged 25087
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 201042 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 53038 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 33906 members 
Mstep: Class 8 contains 241551 members 
Mstep: Class 9 contains 22553 members 
Mstep: Class 10 contains 14399 members 
Mstep: Class 11 contains 52162 members 
Mstep: Class 12 contains 26805 members 
Mstep: Class 13 contains 22803 members 
Mstep: Class 14 contains 116701 members 
Mstep: Class 15 contains 45233 members 
Mstep: Class 16 contains 22324 members 
Mstep: Class 17 contains 131464 members 
Mstep: Class 18 contains 19134 members 
Mstep: Class 19 contains 111475 members 
Mstep: Class 20 contains 236605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153661888.000000 Penalty: 43978.945312
Iteration 19Q: 20 clusters Score -1.536619e+08 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 201411 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 53081 members 
Mstep: Class 5 contains 19522 members 
Mstep: Class 6 contains 33220 members 
Mstep: Class 8 contains 238660 members 
Mstep: Class 9 contains 22892 members 
Mstep: Class 10 contains 14393 members 
Mstep: Class 11 contains 53588 members 
Mstep: Class 12 contains 27066 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 124400 members 
Mstep: Class 15 contains 44617 members 
Mstep: Class 16 contains 22097 members 
Mstep: Class 17 contains 131917 members 
Mstep: Class 18 contains 18758 members 
Mstep: Class 19 contains 111541 members 
Mstep: Class 20 contains 230134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153671120.000000 Penalty: 43978.945312
Iteration 20F: 20 clusters Score -1.536711e+08 nChanged 22456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 201488 members 
Mstep: Class 3 contains 21888 members 
Mstep: Class 4 contains 53154 members 
Mstep: Class 5 contains 20404 members 
Mstep: Class 6 contains 32529 members 
Mstep: Class 8 contains 235686 members 
Mstep: Class 9 contains 23168 members 
Mstep: Class 10 contains 14080 members 
Mstep: Class 11 contains 54743 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 21387 members 
Mstep: Class 14 contains 132603 members 
Mstep: Class 15 contains 44039 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 132381 members 
Mstep: Class 18 contains 18334 members 
Mstep: Class 19 contains 111527 members 
Mstep: Class 20 contains 223768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153680080.000000 Penalty: 43978.945312
Iteration 21Q: 20 clusters Score -1.536801e+08 nChanged 21811
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 201347 members 
Mstep: Class 3 contains 22950 members 
Mstep: Class 4 contains 53228 members 
Mstep: Class 5 contains 20909 members 
Mstep: Class 6 contains 31980 members 
Mstep: Class 8 contains 232594 members 
Mstep: Class 9 contains 23375 members 
Mstep: Class 10 contains 14077 members 
Mstep: Class 11 contains 55705 members 
Mstep: Class 12 contains 27688 members 
Mstep: Class 13 contains 20726 members 
Mstep: Class 14 contains 141315 members 
Mstep: Class 15 contains 43402 members 
Mstep: Class 16 contains 21265 members 
Mstep: Class 17 contains 132662 members 
Mstep: Class 18 contains 17993 members 
Mstep: Class 19 contains 111458 members 
Mstep: Class 20 contains 217262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153686272.000000 Penalty: 43978.945312
Iteration 22Q: 20 clusters Score -1.536863e+08 nChanged 20622
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 201018 members 
Mstep: Class 3 contains 24060 members 
Mstep: Class 4 contains 53267 members 
Mstep: Class 5 contains 21350 members 
Mstep: Class 6 contains 31492 members 
Mstep: Class 8 contains 229423 members 
Mstep: Class 9 contains 23547 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 11 contains 56492 members 
Mstep: Class 12 contains 28045 members 
Mstep: Class 13 contains 20135 members 
Mstep: Class 14 contains 149952 members 
Mstep: Class 15 contains 42790 members 
Mstep: Class 16 contains 20853 members 
Mstep: Class 17 contains 132930 members 
Mstep: Class 18 contains 17663 members 
Mstep: Class 19 contains 111416 members 
Mstep: Class 20 contains 211065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153692800.000000 Penalty: 43978.945312
Iteration 23Q: 20 clusters Score -1.536928e+08 nChanged 20282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 145936 members 
Mstep: Class 2 contains 200740 members 
Mstep: Class 3 contains 25284 members 
Mstep: Class 4 contains 53225 members 
Mstep: Class 5 contains 21750 members 
Mstep: Class 6 contains 31080 members 
Mstep: Class 8 contains 225906 members 
Mstep: Class 9 contains 23717 members 
Mstep: Class 10 contains 14169 members 
Mstep: Class 11 contains 57091 members 
Mstep: Class 12 contains 28514 members 
Mstep: Class 13 contains 19537 members 
Mstep: Class 14 contains 158941 members 
Mstep: Class 15 contains 42227 members 
Mstep: Class 16 contains 20427 members 
Mstep: Class 17 contains 133206 members 
Mstep: Class 18 contains 17350 members 
Mstep: Class 19 contains 111285 members 
Mstep: Class 20 contains 204822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153699440.000000 Penalty: 43978.945312
Iteration 24Q: 20 clusters Score -1.536994e+08 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 200640 members 
Mstep: Class 3 contains 26462 members 
Mstep: Class 4 contains 53149 members 
Mstep: Class 5 contains 22062 members 
Mstep: Class 6 contains 30765 members 
Mstep: Class 8 contains 222241 members 
Mstep: Class 9 contains 23887 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 57639 members 
Mstep: Class 12 contains 28990 members 
Mstep: Class 13 contains 18974 members 
Mstep: Class 14 contains 167564 members 
Mstep: Class 15 contains 41629 members 
Mstep: Class 16 contains 20055 members 
Mstep: Class 17 contains 133366 members 
Mstep: Class 18 contains 17130 members 
Mstep: Class 19 contains 111134 members 
Mstep: Class 20 contains 198978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153704304.000000 Penalty: 43978.945312
Iteration 25Q: 20 clusters Score -1.537043e+08 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 200681 members 
Mstep: Class 3 contains 27642 members 
Mstep: Class 4 contains 53063 members 
Mstep: Class 5 contains 22336 members 
Mstep: Class 6 contains 30522 members 
Mstep: Class 8 contains 218965 members 
Mstep: Class 9 contains 24021 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 58136 members 
Mstep: Class 12 contains 29551 members 
Mstep: Class 13 contains 18457 members 
Mstep: Class 14 contains 175361 members 
Mstep: Class 15 contains 41150 members 
Mstep: Class 16 contains 19658 members 
Mstep: Class 17 contains 133478 members 
Mstep: Class 18 contains 16911 members 
Mstep: Class 19 contains 110834 members 
Mstep: Class 20 contains 193486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153708432.000000 Penalty: 43978.945312
Iteration 26Q: 20 clusters Score -1.537084e+08 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 200604 members 
Mstep: Class 3 contains 28678 members 
Mstep: Class 4 contains 53015 members 
Mstep: Class 5 contains 22572 members 
Mstep: Class 6 contains 30319 members 
Mstep: Class 8 contains 215775 members 
Mstep: Class 9 contains 24147 members 
Mstep: Class 10 contains 14328 members 
Mstep: Class 11 contains 58589 members 
Mstep: Class 12 contains 30242 members 
Mstep: Class 13 contains 17925 members 
Mstep: Class 14 contains 183081 members 
Mstep: Class 15 contains 40759 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 133438 members 
Mstep: Class 18 contains 16742 members 
Mstep: Class 19 contains 110470 members 
Mstep: Class 20 contains 187996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153712032.000000 Penalty: 43978.945312
Iteration 27Q: 20 clusters Score -1.53712e+08 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 147827 members 
Mstep: Class 2 contains 200613 members 
Mstep: Class 3 contains 29592 members 
Mstep: Class 4 contains 52952 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 30152 members 
Mstep: Class 8 contains 212774 members 
Mstep: Class 9 contains 24279 members 
Mstep: Class 10 contains 14404 members 
Mstep: Class 11 contains 59038 members 
Mstep: Class 12 contains 31019 members 
Mstep: Class 13 contains 17365 members 
Mstep: Class 14 contains 190701 members 
Mstep: Class 15 contains 40440 members 
Mstep: Class 16 contains 19026 members 
Mstep: Class 17 contains 133323 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 110067 members 
Mstep: Class 20 contains 182308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153716336.000000 Penalty: 43978.945312
Iteration 28Q: 20 clusters Score -1.537163e+08 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 148507 members 
Mstep: Class 2 contains 200779 members 
Mstep: Class 3 contains 30306 members 
Mstep: Class 4 contains 52881 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 30021 members 
Mstep: Class 8 contains 209861 members 
Mstep: Class 9 contains 24371 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 31907 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 197902 members 
Mstep: Class 15 contains 40136 members 
Mstep: Class 16 contains 18773 members 
Mstep: Class 17 contains 133143 members 
Mstep: Class 18 contains 16375 members 
Mstep: Class 19 contains 109634 members 
Mstep: Class 20 contains 176974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153719232.000000 Penalty: 43978.945312
Iteration 29Q: 20 clusters Score -1.537192e+08 nChanged 16770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 201109 members 
Mstep: Class 3 contains 30821 members 
Mstep: Class 4 contains 52869 members 
Mstep: Class 5 contains 23160 members 
Mstep: Class 6 contains 29925 members 
Mstep: Class 8 contains 206949 members 
Mstep: Class 9 contains 24441 members 
Mstep: Class 10 contains 14549 members 
Mstep: Class 11 contains 59750 members 
Mstep: Class 12 contains 33002 members 
Mstep: Class 13 contains 16076 members 
Mstep: Class 14 contains 204402 members 
Mstep: Class 15 contains 39795 members 
Mstep: Class 16 contains 18526 members 
Mstep: Class 17 contains 132853 members 
Mstep: Class 18 contains 16208 members 
Mstep: Class 19 contains 109192 members 
Mstep: Class 20 contains 172256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153722176.000000 Penalty: 43978.945312
Iteration 30Q: 20 clusters Score -1.537222e+08 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 201489 members 
Mstep: Class 3 contains 31184 members 
Mstep: Class 4 contains 52831 members 
Mstep: Class 5 contains 23331 members 
Mstep: Class 6 contains 29866 members 
Mstep: Class 8 contains 204229 members 
Mstep: Class 9 contains 24513 members 
Mstep: Class 10 contains 14643 members 
Mstep: Class 11 contains 59974 members 
Mstep: Class 12 contains 34336 members 
Mstep: Class 13 contains 15339 members 
Mstep: Class 14 contains 209772 members 
Mstep: Class 15 contains 39452 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 132534 members 
Mstep: Class 18 contains 16069 members 
Mstep: Class 19 contains 108887 members 
Mstep: Class 20 contains 168372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153725440.000000 Penalty: 43978.945312
Iteration 31Q: 20 clusters Score -1.537254e+08 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 201788 members 
Mstep: Class 3 contains 31412 members 
Mstep: Class 4 contains 52797 members 
Mstep: Class 5 contains 23540 members 
Mstep: Class 6 contains 29833 members 
Mstep: Class 8 contains 201616 members 
Mstep: Class 9 contains 24592 members 
Mstep: Class 10 contains 14762 members 
Mstep: Class 11 contains 60059 members 
Mstep: Class 12 contains 35915 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 213525 members 
Mstep: Class 15 contains 39135 members 
Mstep: Class 16 contains 18055 members 
Mstep: Class 17 contains 132246 members 
Mstep: Class 18 contains 15949 members 
Mstep: Class 19 contains 108652 members 
Mstep: Class 20 contains 165937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153727568.000000 Penalty: 43978.945312
Iteration 32Q: 20 clusters Score -1.537276e+08 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 201995 members 
Mstep: Class 3 contains 31513 members 
Mstep: Class 4 contains 52780 members 
Mstep: Class 5 contains 23750 members 
Mstep: Class 6 contains 29804 members 
Mstep: Class 8 contains 199334 members 
Mstep: Class 9 contains 24664 members 
Mstep: Class 10 contains 14874 members 
Mstep: Class 11 contains 60062 members 
Mstep: Class 12 contains 37599 members 
Mstep: Class 13 contains 13884 members 
Mstep: Class 14 contains 215619 members 
Mstep: Class 15 contains 38870 members 
Mstep: Class 16 contains 17822 members 
Mstep: Class 17 contains 131944 members 
Mstep: Class 18 contains 15860 members 
Mstep: Class 19 contains 108500 members 
Mstep: Class 20 contains 164716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153730080.000000 Penalty: 43978.945312
Iteration 33Q: 20 clusters Score -1.537301e+08 nChanged 15139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 202121 members 
Mstep: Class 3 contains 31551 members 
Mstep: Class 4 contains 52769 members 
Mstep: Class 5 contains 23956 members 
Mstep: Class 6 contains 29785 members 
Mstep: Class 8 contains 197582 members 
Mstep: Class 9 contains 24750 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 59912 members 
Mstep: Class 12 contains 39230 members 
Mstep: Class 13 contains 13403 members 
Mstep: Class 14 contains 215978 members 
Mstep: Class 15 contains 38617 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 131748 members 
Mstep: Class 18 contains 15788 members 
Mstep: Class 19 contains 108410 members 
Mstep: Class 20 contains 164570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153732656.000000 Penalty: 43978.945312
Iteration 34Q: 20 clusters Score -1.537327e+08 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 202264 members 
Mstep: Class 3 contains 31538 members 
Mstep: Class 4 contains 52747 members 
Mstep: Class 5 contains 24165 members 
Mstep: Class 6 contains 29788 members 
Mstep: Class 8 contains 196303 members 
Mstep: Class 9 contains 24800 members 
Mstep: Class 10 contains 15097 members 
Mstep: Class 11 contains 59710 members 
Mstep: Class 12 contains 40800 members 
Mstep: Class 13 contains 13076 members 
Mstep: Class 14 contains 214818 members 
Mstep: Class 15 contains 38373 members 
Mstep: Class 16 contains 17320 members 
Mstep: Class 17 contains 131605 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 108370 members 
Mstep: Class 20 contains 165331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153733824.000000 Penalty: 43978.945312
Iteration 35Q: 20 clusters Score -1.537338e+08 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 202275 members 
Mstep: Class 3 contains 31542 members 
Mstep: Class 4 contains 52753 members 
Mstep: Class 5 contains 24354 members 
Mstep: Class 6 contains 29797 members 
Mstep: Class 8 contains 195517 members 
Mstep: Class 9 contains 24807 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 59417 members 
Mstep: Class 12 contains 42254 members 
Mstep: Class 13 contains 12869 members 
Mstep: Class 14 contains 212415 members 
Mstep: Class 15 contains 38169 members 
Mstep: Class 16 contains 17096 members 
Mstep: Class 17 contains 131564 members 
Mstep: Class 18 contains 15621 members 
Mstep: Class 19 contains 108409 members 
Mstep: Class 20 contains 166895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153736160.000000 Penalty: 43978.945312
Iteration 36Q: 20 clusters Score -1.537362e+08 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 202222 members 
Mstep: Class 3 contains 31529 members 
Mstep: Class 4 contains 52786 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 29799 members 
Mstep: Class 8 contains 195076 members 
Mstep: Class 9 contains 24822 members 
Mstep: Class 10 contains 15316 members 
Mstep: Class 11 contains 59030 members 
Mstep: Class 12 contains 43681 members 
Mstep: Class 13 contains 12743 members 
Mstep: Class 14 contains 209081 members 
Mstep: Class 15 contains 38010 members 
Mstep: Class 16 contains 16903 members 
Mstep: Class 17 contains 131519 members 
Mstep: Class 18 contains 15564 members 
Mstep: Class 19 contains 108436 members 
Mstep: Class 20 contains 169263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153737968.000000 Penalty: 43978.945312
Iteration 37Q: 20 clusters Score -1.53738e+08 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 155215 members 
Mstep: Class 2 contains 202125 members 
Mstep: Class 3 contains 31501 members 
Mstep: Class 4 contains 52839 members 
Mstep: Class 5 contains 24714 members 
Mstep: Class 6 contains 29800 members 
Mstep: Class 8 contains 194931 members 
Mstep: Class 9 contains 24818 members 
Mstep: Class 10 contains 15422 members 
Mstep: Class 11 contains 58607 members 
Mstep: Class 12 contains 45076 members 
Mstep: Class 13 contains 12635 members 
Mstep: Class 14 contains 205071 members 
Mstep: Class 15 contains 37921 members 
Mstep: Class 16 contains 16706 members 
Mstep: Class 17 contains 131479 members 
Mstep: Class 18 contains 15507 members 
Mstep: Class 19 contains 108476 members 
Mstep: Class 20 contains 172364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153739584.000000 Penalty: 43978.945312
Iteration 38Q: 20 clusters Score -1.537396e+08 nChanged 11770
Entering ConstructFrom: 
Score: -153739584.000000 Penalty: 43978.945312
Entering ConstructFrom: 
Trying to split cluster 1 (155310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Entering Unmasked Estep 
Score: -16149786.000000 Penalty: 1942.391479
	Iteration 0F: 2 clusters Score -1.614979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -16046680.000000 Penalty: 3884.782959
	Iteration 0F: 3 clusters Score -1.604668e+07 nChanged 75195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -16091644.000000 Penalty: 3884.782959
	Iteration 1F: 3 clusters Score -1.609164e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -16094252.000000 Penalty: 3884.782959
	Iteration 2Q: 3 clusters Score -1.609425e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -16098283.000000 Penalty: 3884.782959
	Iteration 3Q: 3 clusters Score -1.609828e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -16103663.000000 Penalty: 3884.782959
	Iteration 4F: 3 clusters Score -1.610366e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -16109593.000000 Penalty: 3884.782959
	Iteration 5F: 3 clusters Score -1.610959e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -16115814.000000 Penalty: 3884.782959
	Iteration 6F: 3 clusters Score -1.611581e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -16121733.000000 Penalty: 3884.782959
	Iteration 7F: 3 clusters Score -1.612173e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -16127073.000000 Penalty: 3884.782959
	Iteration 8F: 3 clusters Score -1.612707e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -16130764.000000 Penalty: 3884.782959
	Iteration 9Q: 3 clusters Score -1.613076e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -16133102.000000 Penalty: 3884.782959
	Iteration 10Q: 3 clusters Score -1.61331e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -16134170.000000 Penalty: 3884.782959
	Iteration 11Q: 3 clusters Score -1.613417e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -16134839.000000 Penalty: 3884.782959
	Iteration 12Q: 3 clusters Score -1.613484e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -16135229.000000 Penalty: 3884.782959
	Iteration 13Q: 3 clusters Score -1.613523e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -16135662.000000 Penalty: 3884.782959
	Iteration 14Q: 3 clusters Score -1.613566e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -16135977.000000 Penalty: 3884.782959
	Iteration 15Q: 3 clusters Score -1.613598e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -16136403.000000 Penalty: 3884.782959
	Iteration 16Q: 3 clusters Score -1.61364e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -16136632.000000 Penalty: 3884.782959
	Iteration 17Q: 3 clusters Score -1.613663e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 113125 members 
Entering Unmasked Estep 
Score: -16137121.000000 Penalty: 3884.782959
	Iteration 18Q: 3 clusters Score -1.613712e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -16137490.000000 Penalty: 3884.782959
	Iteration 19Q: 3 clusters Score -1.613749e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 116755 members 
Entering Unmasked Estep 
Score: -16137958.000000 Penalty: 3884.782959
	Iteration 20F: 3 clusters Score -1.613796e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -16138401.000000 Penalty: 3884.782959
	Iteration 21Q: 3 clusters Score -1.61384e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 120590 members 
Entering Unmasked Estep 
Score: -16138811.000000 Penalty: 3884.782959
	Iteration 22Q: 3 clusters Score -1.613881e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 122643 members 
Entering Unmasked Estep 
Score: -16139343.000000 Penalty: 3884.782959
	Iteration 23Q: 3 clusters Score -1.613934e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -16139929.000000 Penalty: 3884.782959
	Iteration 24Q: 3 clusters Score -1.613993e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -16140634.000000 Penalty: 3884.782959
	Iteration 25Q: 3 clusters Score -1.614063e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -16141433.000000 Penalty: 3884.782959
	Iteration 26Q: 3 clusters Score -1.614143e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 131439 members 
Entering Unmasked Estep 
Score: -16142497.000000 Penalty: 3884.782959
	Iteration 27Q: 3 clusters Score -1.61425e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 133713 members 
Entering Unmasked Estep 
Score: -16143491.000000 Penalty: 3884.782959
	Iteration 28Q: 3 clusters Score -1.614349e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 135979 members 
Entering Unmasked Estep 
Score: -16144749.000000 Penalty: 3884.782959
	Iteration 29Q: 3 clusters Score -1.614475e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 138212 members 
Entering Unmasked Estep 
Score: -16145927.000000 Penalty: 3884.782959
	Iteration 30Q: 3 clusters Score -1.614593e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 140368 members 
Entering Unmasked Estep 
Score: -16147303.000000 Penalty: 3884.782959
	Iteration 31Q: 3 clusters Score -1.61473e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -16148749.000000 Penalty: 3884.782959
	Iteration 32Q: 3 clusters Score -1.614875e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 143874 members 
Entering Unmasked Estep 
Score: -16150430.000000 Penalty: 3884.782959
	Iteration 33Q: 3 clusters Score -1.615043e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 145077 members 
Entering Unmasked Estep 
Score: -16151942.000000 Penalty: 3884.782959
	Iteration 34Q: 3 clusters Score -1.615194e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -16153127.000000 Penalty: 3884.782959
	Iteration 35Q: 3 clusters Score -1.615313e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -16153627.000000 Penalty: 3884.782959
	Iteration 36Q: 3 clusters Score -1.615363e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -16153804.000000 Penalty: 3884.782959
	Iteration 37Q: 3 clusters Score -1.61538e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -16153906.000000 Penalty: 3884.782959
	Iteration 38Q: 3 clusters Score -1.615391e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -16153947.000000 Penalty: 3884.782959
	Iteration 39Q: 3 clusters Score -1.615395e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -16153953.000000 Penalty: 3884.782959
	Iteration 40F: 3 clusters Score -1.615395e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -16153962.000000 Penalty: 3884.782959
	Iteration 41Q: 3 clusters Score -1.615396e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -16153969.000000 Penalty: 3884.782959
	Iteration 42Q: 3 clusters Score -1.615397e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -16153990.000000 Penalty: 3884.782959
	Iteration 43Q: 3 clusters Score -1.615399e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -16153972.000000 Penalty: 3884.782959
	Iteration 44Q: 3 clusters Score -1.615397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -16153989.000000 Penalty: 3884.782959
	Iteration 45Q: 3 clusters Score -1.615399e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -16154009.000000 Penalty: 3884.782959
	Iteration 46Q: 3 clusters Score -1.615401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -16154010.000000 Penalty: 3884.782959
	Iteration 47Q: 3 clusters Score -1.615401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 147377 members 
Entering Unmasked Estep 
Score: -16154010.000000 Penalty: 3884.782959
	Iteration 48Q: 3 clusters Score -1.615401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 147391 members 
Entering Unmasked Estep 
Score: -16154006.000000 Penalty: 3884.782959
	Iteration 49Q: 3 clusters Score -1.615401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -16154009.000000 Penalty: 3884.782959
	Iteration 50Q: 3 clusters Score -1.615401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -16154000.000000 Penalty: 3884.782959
	Iteration 51Q: 3 clusters Score -1.6154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -16153995.000000 Penalty: 3884.782959
	Iteration 52Q: 3 clusters Score -1.6154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 147417 members 
Entering Unmasked Estep 
Score: -16154003.000000 Penalty: 3884.782959
	Iteration 53Q: 3 clusters Score -1.6154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -16154002.000000 Penalty: 3884.782959
	Iteration 54Q: 3 clusters Score -1.6154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -16154014.000000 Penalty: 3884.782959
	Iteration 55Q: 3 clusters Score -1.615401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -16154014.000000 Penalty: 3884.782959
	Iteration 56F: 3 clusters Score -1.615401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 202039 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 52898 members 
Mstep: Class 5 contains 24859 members 
Mstep: Class 6 contains 29798 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 24796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Entering Unmasked Estep 
Score: -153743024.000000 Penalty: 46293.628906
Splitting cluster 1 changes total score from -153739584.000000 to -153743024.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (202039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202039 members 
Entering Unmasked Estep 
Score: -20973144.000000 Penalty: 1985.135132
	Iteration 0F: 2 clusters Score -2.097314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -20848984.000000 Penalty: 3970.270264
	Iteration 0F: 3 clusters Score -2.084898e+07 nChanged 97865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -20912364.000000 Penalty: 3970.270264
	Iteration 1F: 3 clusters Score -2.091236e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -20919464.000000 Penalty: 3970.270264
	Iteration 2F: 3 clusters Score -2.091946e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -20928846.000000 Penalty: 3970.270264
	Iteration 3F: 3 clusters Score -2.092885e+07 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -20939346.000000 Penalty: 3970.270264
	Iteration 4F: 3 clusters Score -2.093935e+07 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -20949838.000000 Penalty: 3970.270264
	Iteration 5F: 3 clusters Score -2.094984e+07 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 120470 members 
Entering Unmasked Estep 
Score: -20958634.000000 Penalty: 3970.270264
	Iteration 6F: 3 clusters Score -2.095863e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -20965066.000000 Penalty: 3970.270264
	Iteration 7F: 3 clusters Score -2.096507e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -20969574.000000 Penalty: 3970.270264
	Iteration 8Q: 3 clusters Score -2.096957e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -20972624.000000 Penalty: 3970.270264
	Iteration 9Q: 3 clusters Score -2.097262e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 132081 members 
Entering Unmasked Estep 
Score: -20974528.000000 Penalty: 3970.270264
	Iteration 10Q: 3 clusters Score -2.097453e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 133757 members 
Entering Unmasked Estep 
Score: -20975842.000000 Penalty: 3970.270264
	Iteration 11Q: 3 clusters Score -2.097584e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -20977092.000000 Penalty: 3970.270264
	Iteration 12Q: 3 clusters Score -2.097709e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -20977860.000000 Penalty: 3970.270264
	Iteration 13Q: 3 clusters Score -2.097786e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 137694 members 
Entering Unmasked Estep 
Score: -20978578.000000 Penalty: 3970.270264
	Iteration 14Q: 3 clusters Score -2.097858e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 138723 members 
Entering Unmasked Estep 
Score: -20979134.000000 Penalty: 3970.270264
	Iteration 15Q: 3 clusters Score -2.097913e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 139621 members 
Entering Unmasked Estep 
Score: -20979490.000000 Penalty: 3970.270264
	Iteration 16Q: 3 clusters Score -2.097949e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -20979782.000000 Penalty: 3970.270264
	Iteration 17Q: 3 clusters Score -2.097978e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 141281 members 
Entering Unmasked Estep 
Score: -20980178.000000 Penalty: 3970.270264
	Iteration 18Q: 3 clusters Score -2.098018e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 142077 members 
Entering Unmasked Estep 
Score: -20980390.000000 Penalty: 3970.270264
	Iteration 19Q: 3 clusters Score -2.098039e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -20980492.000000 Penalty: 3970.270264
	Iteration 20F: 3 clusters Score -2.098049e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 143456 members 
Entering Unmasked Estep 
Score: -20980740.000000 Penalty: 3970.270264
	Iteration 21Q: 3 clusters Score -2.098074e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 144092 members 
Entering Unmasked Estep 
Score: -20980980.000000 Penalty: 3970.270264
	Iteration 22Q: 3 clusters Score -2.098098e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -20981194.000000 Penalty: 3970.270264
	Iteration 23Q: 3 clusters Score -2.098119e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 145279 members 
Entering Unmasked Estep 
Score: -20981348.000000 Penalty: 3970.270264
	Iteration 24Q: 3 clusters Score -2.098135e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 145875 members 
Entering Unmasked Estep 
Score: -20981432.000000 Penalty: 3970.270264
	Iteration 25Q: 3 clusters Score -2.098143e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -20981658.000000 Penalty: 3970.270264
	Iteration 26Q: 3 clusters Score -2.098166e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 146886 members 
Entering Unmasked Estep 
Score: -20981774.000000 Penalty: 3970.270264
	Iteration 27Q: 3 clusters Score -2.098177e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 147381 members 
Entering Unmasked Estep 
Score: -20981892.000000 Penalty: 3970.270264
	Iteration 28Q: 3 clusters Score -2.098189e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -20982014.000000 Penalty: 3970.270264
	Iteration 29Q: 3 clusters Score -2.098201e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -20982074.000000 Penalty: 3970.270264
	Iteration 30Q: 3 clusters Score -2.098207e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
Score: -20982226.000000 Penalty: 3970.270264
	Iteration 31Q: 3 clusters Score -2.098223e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 149697 members 
Entering Unmasked Estep 
Score: -20982364.000000 Penalty: 3970.270264
	Iteration 32Q: 3 clusters Score -2.098236e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 150313 members 
Entering Unmasked Estep 
Score: -20982378.000000 Penalty: 3970.270264
	Iteration 33Q: 3 clusters Score -2.098238e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -20982450.000000 Penalty: 3970.270264
	Iteration 34Q: 3 clusters Score -2.098245e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -20982512.000000 Penalty: 3970.270264
	Iteration 35Q: 3 clusters Score -2.098251e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -20982588.000000 Penalty: 3970.270264
	Iteration 36Q: 3 clusters Score -2.098259e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -20982594.000000 Penalty: 3970.270264
	Iteration 37Q: 3 clusters Score -2.098259e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -20982668.000000 Penalty: 3970.270264
	Iteration 38Q: 3 clusters Score -2.098267e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -20982722.000000 Penalty: 3970.270264
	Iteration 39Q: 3 clusters Score -2.098272e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 154078 members 
Entering Unmasked Estep 
Score: -20982782.000000 Penalty: 3970.270264
	Iteration 40F: 3 clusters Score -2.098278e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -20982886.000000 Penalty: 3970.270264
	Iteration 41Q: 3 clusters Score -2.098289e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -20982952.000000 Penalty: 3970.270264
	Iteration 42Q: 3 clusters Score -2.098295e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -20982952.000000 Penalty: 3970.270264
	Iteration 43Q: 3 clusters Score -2.098295e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -20982978.000000 Penalty: 3970.270264
	Iteration 44Q: 3 clusters Score -2.098298e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -20983040.000000 Penalty: 3970.270264
	Iteration 45Q: 3 clusters Score -2.098304e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -20983036.000000 Penalty: 3970.270264
	Iteration 46Q: 3 clusters Score -2.098304e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 156920 members 
Entering Unmasked Estep 
Score: -20983026.000000 Penalty: 3970.270264
	Iteration 47Q: 3 clusters Score -2.098303e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -20983000.000000 Penalty: 3970.270264
	Iteration 48Q: 3 clusters Score -2.0983e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 157477 members 
Entering Unmasked Estep 
Score: -20982958.000000 Penalty: 3970.270264
	Iteration 49Q: 3 clusters Score -2.098296e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -20982942.000000 Penalty: 3970.270264
	Iteration 50Q: 3 clusters Score -2.098294e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -20982956.000000 Penalty: 3970.270264
	Iteration 51Q: 3 clusters Score -2.098296e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 158214 members 
Entering Unmasked Estep 
Score: -20982936.000000 Penalty: 3970.270264
	Iteration 52Q: 3 clusters Score -2.098294e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -20982860.000000 Penalty: 3970.270264
	Iteration 53Q: 3 clusters Score -2.098286e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -20982796.000000 Penalty: 3970.270264
	Iteration 54Q: 3 clusters Score -2.09828e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -20982838.000000 Penalty: 3970.270264
	Iteration 55Q: 3 clusters Score -2.098284e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -20982822.000000 Penalty: 3970.270264
	Iteration 56Q: 3 clusters Score -2.098282e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 159317 members 
Entering Unmasked Estep 
Score: -20982788.000000 Penalty: 3970.270264
	Iteration 57Q: 3 clusters Score -2.098279e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 159488 members 
Entering Unmasked Estep 
Score: -20982760.000000 Penalty: 3970.270264
	Iteration 58Q: 3 clusters Score -2.098276e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 159681 members 
Entering Unmasked Estep 
Score: -20982752.000000 Penalty: 3970.270264
	Iteration 59Q: 3 clusters Score -2.098275e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 159850 members 
Entering Unmasked Estep 
Score: -20982788.000000 Penalty: 3970.270264
	Iteration 60F: 3 clusters Score -2.098279e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 160034 members 
Entering Unmasked Estep 
Score: -20982798.000000 Penalty: 3970.270264
	Iteration 61Q: 3 clusters Score -2.09828e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -20982764.000000 Penalty: 3970.270264
	Iteration 62Q: 3 clusters Score -2.098276e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -20982736.000000 Penalty: 3970.270264
	Iteration 63Q: 3 clusters Score -2.098274e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -20982742.000000 Penalty: 3970.270264
	Iteration 64Q: 3 clusters Score -2.098274e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -20982734.000000 Penalty: 3970.270264
	Iteration 65Q: 3 clusters Score -2.098273e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -20982710.000000 Penalty: 3970.270264
	Iteration 66Q: 3 clusters Score -2.098271e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -20982732.000000 Penalty: 3970.270264
	Iteration 67Q: 3 clusters Score -2.098273e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 161085 members 
Entering Unmasked Estep 
Score: -20982708.000000 Penalty: 3970.270264
	Iteration 68Q: 3 clusters Score -2.098271e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -20982698.000000 Penalty: 3970.270264
	Iteration 69Q: 3 clusters Score -2.09827e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -20982670.000000 Penalty: 3970.270264
	Iteration 70Q: 3 clusters Score -2.098267e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 161554 members 
Entering Unmasked Estep 
Score: -20982692.000000 Penalty: 3970.270264
	Iteration 71Q: 3 clusters Score -2.098269e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 161729 members 
Entering Unmasked Estep 
Score: -20982720.000000 Penalty: 3970.270264
	Iteration 72Q: 3 clusters Score -2.098272e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -20982690.000000 Penalty: 3970.270264
	Iteration 73Q: 3 clusters Score -2.098269e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -20982660.000000 Penalty: 3970.270264
	Iteration 74Q: 3 clusters Score -2.098266e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 162227 members 
Entering Unmasked Estep 
Score: -20982640.000000 Penalty: 3970.270264
	Iteration 75Q: 3 clusters Score -2.098264e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 162383 members 
Entering Unmasked Estep 
Score: -20982654.000000 Penalty: 3970.270264
	Iteration 76Q: 3 clusters Score -2.098265e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -20982646.000000 Penalty: 3970.270264
	Iteration 77Q: 3 clusters Score -2.098265e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -20982676.000000 Penalty: 3970.270264
	Iteration 78Q: 3 clusters Score -2.098268e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -20982678.000000 Penalty: 3970.270264
	Iteration 79Q: 3 clusters Score -2.098268e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -20982662.000000 Penalty: 3970.270264
	Iteration 80F: 3 clusters Score -2.098266e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -20982660.000000 Penalty: 3970.270264
	Iteration 81Q: 3 clusters Score -2.098266e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -20982664.000000 Penalty: 3970.270264
	Iteration 82Q: 3 clusters Score -2.098266e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -20982698.000000 Penalty: 3970.270264
	Iteration 83Q: 3 clusters Score -2.09827e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -20982640.000000 Penalty: 3970.270264
	Iteration 84Q: 3 clusters Score -2.098264e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -20982598.000000 Penalty: 3970.270264
	Iteration 85Q: 3 clusters Score -2.09826e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -20982588.000000 Penalty: 3970.270264
	Iteration 86Q: 3 clusters Score -2.098259e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -20982568.000000 Penalty: 3970.270264
	Iteration 87Q: 3 clusters Score -2.098257e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -20982554.000000 Penalty: 3970.270264
	Iteration 88Q: 3 clusters Score -2.098255e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -20982568.000000 Penalty: 3970.270264
	Iteration 89Q: 3 clusters Score -2.098257e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -20982544.000000 Penalty: 3970.270264
	Iteration 90Q: 3 clusters Score -2.098254e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 164901 members 
Entering Unmasked Estep 
Score: -20982518.000000 Penalty: 3970.270264
	Iteration 91Q: 3 clusters Score -2.098252e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -20982444.000000 Penalty: 3970.270264
	Iteration 92Q: 3 clusters Score -2.098244e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -20982426.000000 Penalty: 3970.270264
	Iteration 93Q: 3 clusters Score -2.098243e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -20982476.000000 Penalty: 3970.270264
	Iteration 94Q: 3 clusters Score -2.098248e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 165897 members 
Entering Unmasked Estep 
Score: -20982478.000000 Penalty: 3970.270264
	Iteration 95Q: 3 clusters Score -2.098248e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 166173 members 
Entering Unmasked Estep 
Score: -20982558.000000 Penalty: 3970.270264
	Iteration 96Q: 3 clusters Score -2.098256e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 166447 members 
Entering Unmasked Estep 
Score: -20982486.000000 Penalty: 3970.270264
	Iteration 97Q: 3 clusters Score -2.098249e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 166743 members 
Entering Unmasked Estep 
Score: -20982514.000000 Penalty: 3970.270264
	Iteration 98Q: 3 clusters Score -2.098251e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -20982538.000000 Penalty: 3970.270264
	Iteration 99Q: 3 clusters Score -2.098254e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 167317 members 
Entering Unmasked Estep 
Score: -20982532.000000 Penalty: 3970.270264
	Iteration 100F: 3 clusters Score -2.098253e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 167617 members 
Entering Unmasked Estep 
Score: -20982552.000000 Penalty: 3970.270264
	Iteration 101Q: 3 clusters Score -2.098255e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -20982578.000000 Penalty: 3970.270264
	Iteration 102Q: 3 clusters Score -2.098258e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 168167 members 
Entering Unmasked Estep 
Score: -20982582.000000 Penalty: 3970.270264
	Iteration 103Q: 3 clusters Score -2.098258e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -20982574.000000 Penalty: 3970.270264
	Iteration 104Q: 3 clusters Score -2.098257e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -20982536.000000 Penalty: 3970.270264
	Iteration 105Q: 3 clusters Score -2.098254e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 169028 members 
Entering Unmasked Estep 
Score: -20982514.000000 Penalty: 3970.270264
	Iteration 106Q: 3 clusters Score -2.098251e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 169305 members 
Entering Unmasked Estep 
Score: -20982538.000000 Penalty: 3970.270264
	Iteration 107Q: 3 clusters Score -2.098254e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -20982546.000000 Penalty: 3970.270264
	Iteration 108Q: 3 clusters Score -2.098255e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -20982518.000000 Penalty: 3970.270264
	Iteration 109Q: 3 clusters Score -2.098252e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 170183 members 
Entering Unmasked Estep 
Score: -20982472.000000 Penalty: 3970.270264
	Iteration 110Q: 3 clusters Score -2.098247e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 170502 members 
Entering Unmasked Estep 
Score: -20982538.000000 Penalty: 3970.270264
	Iteration 111Q: 3 clusters Score -2.098254e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 170846 members 
Entering Unmasked Estep 
Score: -20982650.000000 Penalty: 3970.270264
	Iteration 112Q: 3 clusters Score -2.098265e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -20982674.000000 Penalty: 3970.270264
	Iteration 113Q: 3 clusters Score -2.098267e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -20982744.000000 Penalty: 3970.270264
	Iteration 114Q: 3 clusters Score -2.098274e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 171941 members 
Entering Unmasked Estep 
Score: -20982764.000000 Penalty: 3970.270264
	Iteration 115Q: 3 clusters Score -2.098276e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 172277 members 
Entering Unmasked Estep 
Score: -20982744.000000 Penalty: 3970.270264
	Iteration 116Q: 3 clusters Score -2.098274e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 172605 members 
Entering Unmasked Estep 
Score: -20982726.000000 Penalty: 3970.270264
	Iteration 117Q: 3 clusters Score -2.098273e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 172963 members 
Entering Unmasked Estep 
Score: -20982744.000000 Penalty: 3970.270264
	Iteration 118Q: 3 clusters Score -2.098274e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 173322 members 
Entering Unmasked Estep 
Score: -20982776.000000 Penalty: 3970.270264
	Iteration 119Q: 3 clusters Score -2.098278e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -20982738.000000 Penalty: 3970.270264
	Iteration 120F: 3 clusters Score -2.098274e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -20982682.000000 Penalty: 3970.270264
	Iteration 121Q: 3 clusters Score -2.098268e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -20982714.000000 Penalty: 3970.270264
	Iteration 122Q: 3 clusters Score -2.098271e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 174573 members 
Entering Unmasked Estep 
Score: -20982678.000000 Penalty: 3970.270264
	Iteration 123Q: 3 clusters Score -2.098268e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -20982642.000000 Penalty: 3970.270264
	Iteration 124Q: 3 clusters Score -2.098264e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 175106 members 
Entering Unmasked Estep 
Score: -20982642.000000 Penalty: 3970.270264
	Iteration 125Q: 3 clusters Score -2.098264e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 175363 members 
Entering Unmasked Estep 
Score: -20982604.000000 Penalty: 3970.270264
	Iteration 126Q: 3 clusters Score -2.09826e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 175641 members 
Entering Unmasked Estep 
Score: -20982582.000000 Penalty: 3970.270264
	Iteration 127Q: 3 clusters Score -2.098258e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 175927 members 
Entering Unmasked Estep 
Score: -20982534.000000 Penalty: 3970.270264
	Iteration 128Q: 3 clusters Score -2.098253e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -20982460.000000 Penalty: 3970.270264
	Iteration 129Q: 3 clusters Score -2.098246e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 176470 members 
Entering Unmasked Estep 
Score: -20982346.000000 Penalty: 3970.270264
	Iteration 130Q: 3 clusters Score -2.098235e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -20982290.000000 Penalty: 3970.270264
	Iteration 131Q: 3 clusters Score -2.098229e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -20982238.000000 Penalty: 3970.270264
	Iteration 132Q: 3 clusters Score -2.098224e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -20982176.000000 Penalty: 3970.270264
	Iteration 133Q: 3 clusters Score -2.098218e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -20982162.000000 Penalty: 3970.270264
	Iteration 134Q: 3 clusters Score -2.098216e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 177847 members 
Entering Unmasked Estep 
Score: -20982058.000000 Penalty: 3970.270264
	Iteration 135Q: 3 clusters Score -2.098206e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -20981944.000000 Penalty: 3970.270264
	Iteration 136Q: 3 clusters Score -2.098194e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -20981900.000000 Penalty: 3970.270264
	Iteration 137Q: 3 clusters Score -2.09819e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 178726 members 
Entering Unmasked Estep 
Score: -20981842.000000 Penalty: 3970.270264
	Iteration 138Q: 3 clusters Score -2.098184e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -20981808.000000 Penalty: 3970.270264
	Iteration 139Q: 3 clusters Score -2.098181e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -20981796.000000 Penalty: 3970.270264
	Iteration 140F: 3 clusters Score -2.09818e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 179510 members 
Entering Unmasked Estep 
Score: -20981752.000000 Penalty: 3970.270264
	Iteration 141Q: 3 clusters Score -2.098175e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 179800 members 
Entering Unmasked Estep 
Score: -20981762.000000 Penalty: 3970.270264
	Iteration 142Q: 3 clusters Score -2.098176e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 180085 members 
Entering Unmasked Estep 
Score: -20981726.000000 Penalty: 3970.270264
	Iteration 143Q: 3 clusters Score -2.098173e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 180355 members 
Entering Unmasked Estep 
Score: -20981752.000000 Penalty: 3970.270264
	Iteration 144Q: 3 clusters Score -2.098175e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 180614 members 
Entering Unmasked Estep 
Score: -20981776.000000 Penalty: 3970.270264
	Iteration 145Q: 3 clusters Score -2.098178e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 180863 members 
Entering Unmasked Estep 
Score: -20981712.000000 Penalty: 3970.270264
	Iteration 146Q: 3 clusters Score -2.098171e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 181121 members 
Entering Unmasked Estep 
Score: -20981692.000000 Penalty: 3970.270264
	Iteration 147Q: 3 clusters Score -2.098169e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -20981622.000000 Penalty: 3970.270264
	Iteration 148Q: 3 clusters Score -2.098162e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 181633 members 
Entering Unmasked Estep 
Score: -20981626.000000 Penalty: 3970.270264
	Iteration 149Q: 3 clusters Score -2.098163e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -20981570.000000 Penalty: 3970.270264
	Iteration 150Q: 3 clusters Score -2.098157e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -20981546.000000 Penalty: 3970.270264
	Iteration 151Q: 3 clusters Score -2.098155e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 182243 members 
Entering Unmasked Estep 
Score: -20981574.000000 Penalty: 3970.270264
	Iteration 152Q: 3 clusters Score -2.098157e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 182440 members 
Entering Unmasked Estep 
Score: -20981548.000000 Penalty: 3970.270264
	Iteration 153Q: 3 clusters Score -2.098155e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 182649 members 
Entering Unmasked Estep 
Score: -20981556.000000 Penalty: 3970.270264
	Iteration 154Q: 3 clusters Score -2.098156e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 182865 members 
Entering Unmasked Estep 
Score: -20981536.000000 Penalty: 3970.270264
	Iteration 155Q: 3 clusters Score -2.098154e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 183098 members 
Entering Unmasked Estep 
Score: -20981528.000000 Penalty: 3970.270264
	Iteration 156Q: 3 clusters Score -2.098153e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -20981482.000000 Penalty: 3970.270264
	Iteration 157Q: 3 clusters Score -2.098148e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 183532 members 
Entering Unmasked Estep 
Score: -20981502.000000 Penalty: 3970.270264
	Iteration 158Q: 3 clusters Score -2.09815e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 183749 members 
Entering Unmasked Estep 
Score: -20981488.000000 Penalty: 3970.270264
	Iteration 159Q: 3 clusters Score -2.098149e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 183962 members 
Entering Unmasked Estep 
Score: -20981494.000000 Penalty: 3970.270264
	Iteration 160F: 3 clusters Score -2.098149e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 184185 members 
Entering Unmasked Estep 
Score: -20981462.000000 Penalty: 3970.270264
	Iteration 161Q: 3 clusters Score -2.098146e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -20981490.000000 Penalty: 3970.270264
	Iteration 162Q: 3 clusters Score -2.098149e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 184628 members 
Entering Unmasked Estep 
Score: -20981476.000000 Penalty: 3970.270264
	Iteration 163Q: 3 clusters Score -2.098148e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -20981438.000000 Penalty: 3970.270264
	Iteration 164Q: 3 clusters Score -2.098144e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 185007 members 
Entering Unmasked Estep 
Score: -20981388.000000 Penalty: 3970.270264
	Iteration 165Q: 3 clusters Score -2.098139e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 185195 members 
Entering Unmasked Estep 
Score: -20981364.000000 Penalty: 3970.270264
	Iteration 166Q: 3 clusters Score -2.098136e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 185397 members 
Entering Unmasked Estep 
Score: -20981326.000000 Penalty: 3970.270264
	Iteration 167Q: 3 clusters Score -2.098133e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -20981344.000000 Penalty: 3970.270264
	Iteration 168Q: 3 clusters Score -2.098134e+07 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 185840 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.098138e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 186120 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.098138e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 186412 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.098131e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 186695 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.098131e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 186969 members 
Entering Unmasked Estep 
Score: -20981366.000000 Penalty: 3970.270264
	Iteration 173Q: 3 clusters Score -2.098137e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 187273 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.098134e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 187590 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.098134e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 187920 members 
Entering Unmasked Estep 
Score: -20981390.000000 Penalty: 3970.270264
	Iteration 176Q: 3 clusters Score -2.098139e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 188254 members 
Entering Unmasked Estep 
Score: -20981356.000000 Penalty: 3970.270264
	Iteration 177Q: 3 clusters Score -2.098136e+07 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 188633 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.098148e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 189009 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.098156e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 189414 members 
Entering Unmasked Estep 
Score: -20981596.000000 Penalty: 3970.270264
	Iteration 180F: 3 clusters Score -2.09816e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 189807 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.098167e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 190188 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.09818e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 190578 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.098197e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 190943 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.098208e+07 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 191282 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.098221e+07 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 191580 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.098236e+07 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 191869 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.098252e+07 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 192135 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.098265e+07 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 192396 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.098272e+07 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 192634 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2.098276e+07 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 192841 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.09828e+07 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 193010 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.098289e+07 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 193143 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.098291e+07 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 193261 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.098294e+07 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 193361 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.098298e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.098299e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 193547 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.0983e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.098301e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 193661 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.098304e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 193692 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2.098307e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 193708 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.098304e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 193714 members 
Entering Unmasked Estep 
Score: -20983028.000000 Penalty: 3970.270264
	Iteration 202Q: 3 clusters Score -2.098303e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 193722 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.098303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 193712 members 
Entering Unmasked Estep 
Score: -20983032.000000 Penalty: 3970.270264
	Iteration 204Q: 3 clusters Score -2.098303e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 193701 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.098306e+07 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 193681 members 
Entering Unmasked Estep 
Score: -20983068.000000 Penalty: 3970.270264
	Iteration 206Q: 3 clusters Score -2.098307e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 193652 members 
Entering Unmasked Estep 
Score: -20983042.000000 Penalty: 3970.270264
	Iteration 207Q: 3 clusters Score -2.098304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2.098303e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -20983054.000000 Penalty: 3970.270264
	Iteration 209Q: 3 clusters Score -2.098305e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.098306e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 193598 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.098309e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 193589 members 
Entering Unmasked Estep 
Score: -20983112.000000 Penalty: 3970.270264
	Iteration 212Q: 3 clusters Score -2.098311e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 193581 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.098311e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 193565 members 
Entering Unmasked Estep 
Score: -20983120.000000 Penalty: 3970.270264
	Iteration 214Q: 3 clusters Score -2.098312e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 193528 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.098314e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 193500 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.098316e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.09832e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 193428 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2.098318e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 193396 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.098318e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2.098322e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 193339 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.098321e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 193287 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2.098324e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 193239 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2.098322e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 193206 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2.09832e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 193170 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2.098318e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 193147 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.09832e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 193120 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.09832e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 193094 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2.098323e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 193043 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2.098325e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2.098325e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 192935 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2.098322e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2.098324e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 192834 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2.098324e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 192792 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2.098329e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 192729 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2.09833e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 192680 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2.098334e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 192650 members 
Entering Unmasked Estep 
Score: -20983332.000000 Penalty: 3970.270264
	Iteration 237Q: 3 clusters Score -2.098333e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 192623 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2.098334e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -20983330.000000 Penalty: 3970.270264
	Iteration 239Q: 3 clusters Score -2.098333e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 192578 members 
Entering Unmasked Estep 
Score: -20983328.000000 Penalty: 3970.270264
	Iteration 240F: 3 clusters Score -2.098333e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 192552 members 
Entering Unmasked Estep 
Score: -20983318.000000 Penalty: 3970.270264
	Iteration 241Q: 3 clusters Score -2.098332e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 192525 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2.098331e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 192494 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2.09833e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 192475 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2.09833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 192463 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2.098329e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 192454 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -2.09833e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 192447 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2.098329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 192438 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2.098329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -20983278.000000 Penalty: 3970.270264
	Iteration 249Q: 3 clusters Score -2.098328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 192406 members 
Entering Unmasked Estep 
Score: -20983268.000000 Penalty: 3970.270264
	Iteration 250Q: 3 clusters Score -2.098327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 192395 members 
Entering Unmasked Estep 
Score: -20983258.000000 Penalty: 3970.270264
	Iteration 251Q: 3 clusters Score -2.098326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 192389 members 
Entering Unmasked Estep 
Score: -20983262.000000 Penalty: 3970.270264
	Iteration 252Q: 3 clusters Score -2.098326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 192387 members 
Entering Unmasked Estep 
Score: -20983252.000000 Penalty: 3970.270264
	Iteration 253Q: 3 clusters Score -2.098325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 192383 members 
Entering Unmasked Estep 
Score: -20983254.000000 Penalty: 3970.270264
	Iteration 254Q: 3 clusters Score -2.098325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 192378 members 
Entering Unmasked Estep 
Score: -20983260.000000 Penalty: 3970.270264
	Iteration 255Q: 3 clusters Score -2.098326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 192375 members 
Entering Unmasked Estep 
Score: -20983264.000000 Penalty: 3970.270264
	Iteration 256Q: 3 clusters Score -2.098326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 192372 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 257Q: 3 clusters Score -2.098327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 192370 members 
Entering Unmasked Estep 
Score: -20983266.000000 Penalty: 3970.270264
	Iteration 258Q: 3 clusters Score -2.098327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 192369 members 
Entering Unmasked Estep 
Score: -20983262.000000 Penalty: 3970.270264
	Iteration 259Q: 3 clusters Score -2.098326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 192367 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 260F: 3 clusters Score -2.098327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 192366 members 
Entering Unmasked Estep 
Score: -20983256.000000 Penalty: 3970.270264
	Iteration 261Q: 3 clusters Score -2.098326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 192364 members 
Entering Unmasked Estep 
Score: -20983258.000000 Penalty: 3970.270264
	Iteration 262Q: 3 clusters Score -2.098326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 192362 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 263Q: 3 clusters Score -2.098327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 192360 members 
Entering Unmasked Estep 
Score: -20983268.000000 Penalty: 3970.270264
	Iteration 264Q: 3 clusters Score -2.098327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 192357 members 
Entering Unmasked Estep 
Score: -20983272.000000 Penalty: 3970.270264
	Iteration 265Q: 3 clusters Score -2.098327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 192355 members 
Entering Unmasked Estep 
Score: -20983276.000000 Penalty: 3970.270264
	Iteration 266Q: 3 clusters Score -2.098328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 192353 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 267Q: 3 clusters Score -2.098327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 192350 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 268Q: 3 clusters Score -2.098327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 192347 members 
Entering Unmasked Estep 
Score: -20983272.000000 Penalty: 3970.270264
	Iteration 269Q: 3 clusters Score -2.098327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 192345 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 270Q: 3 clusters Score -2.098327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 192338 members 
Entering Unmasked Estep 
Score: -20983280.000000 Penalty: 3970.270264
	Iteration 271Q: 3 clusters Score -2.098328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 192335 members 
Entering Unmasked Estep 
Score: -20983270.000000 Penalty: 3970.270264
	Iteration 272Q: 3 clusters Score -2.098327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 192337 members 
Entering Unmasked Estep 
Score: -20983274.000000 Penalty: 3970.270264
	Iteration 273Q: 3 clusters Score -2.098327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 192337 members 
Entering Unmasked Estep 
Score: -20983274.000000 Penalty: 3970.270264
	Iteration 274F: 3 clusters Score -2.098327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 52898 members 
Mstep: Class 5 contains 24859 members 
Mstep: Class 6 contains 29798 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 24796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Entering Unmasked Estep 
Score: -153754640.000000 Penalty: 48608.308594
Splitting cluster 2 changes total score from -153739584.000000 to -153754640.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (31482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Entering Unmasked Estep 
Score: -3284521.000000 Penalty: 1683.040283
	Iteration 0F: 2 clusters Score -3284521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3263438.250000 Penalty: 3366.080566
	Iteration 0F: 3 clusters Score -3263438 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3271727.750000 Penalty: 3366.080566
	Iteration 1F: 3 clusters Score -3271728 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3272384.000000 Penalty: 3366.080566
	Iteration 2F: 3 clusters Score -3272384 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3273220.750000 Penalty: 3366.080566
	Iteration 3F: 3 clusters Score -3273221 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3274196.500000 Penalty: 3366.080566
	Iteration 4F: 3 clusters Score -3274196 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3275436.000000 Penalty: 3366.080566
	Iteration 5F: 3 clusters Score -3275436 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3276717.500000 Penalty: 3366.080566
	Iteration 6F: 3 clusters Score -3276718 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3277993.250000 Penalty: 3366.080566
	Iteration 7F: 3 clusters Score -3277993 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3279039.500000 Penalty: 3366.080566
	Iteration 8Q: 3 clusters Score -3279040 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3279821.750000 Penalty: 3366.080566
	Iteration 9Q: 3 clusters Score -3279822 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3280308.000000 Penalty: 3366.080566
	Iteration 10Q: 3 clusters Score -3280308 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3280611.750000 Penalty: 3366.080566
	Iteration 11Q: 3 clusters Score -3280612 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3280841.000000 Penalty: 3366.080566
	Iteration 12Q: 3 clusters Score -3280841 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3281051.250000 Penalty: 3366.080566
	Iteration 13Q: 3 clusters Score -3281051 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3281234.750000 Penalty: 3366.080566
	Iteration 14Q: 3 clusters Score -3281235 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3281404.250000 Penalty: 3366.080566
	Iteration 15Q: 3 clusters Score -3281404 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3281581.000000 Penalty: 3366.080566
	Iteration 16Q: 3 clusters Score -3281581 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3281736.500000 Penalty: 3366.080566
	Iteration 17Q: 3 clusters Score -3281736 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3281888.750000 Penalty: 3366.080566
	Iteration 18Q: 3 clusters Score -3281889 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3282041.250000 Penalty: 3366.080566
	Iteration 19Q: 3 clusters Score -3282041 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3282178.500000 Penalty: 3366.080566
	Iteration 20F: 3 clusters Score -3282178 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3282301.500000 Penalty: 3366.080566
	Iteration 21Q: 3 clusters Score -3282302 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3282447.750000 Penalty: 3366.080566
	Iteration 22Q: 3 clusters Score -3282448 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3282583.750000 Penalty: 3366.080566
	Iteration 23Q: 3 clusters Score -3282584 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3282697.250000 Penalty: 3366.080566
	Iteration 24Q: 3 clusters Score -3282697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3282782.500000 Penalty: 3366.080566
	Iteration 25Q: 3 clusters Score -3282782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3282848.750000 Penalty: 3366.080566
	Iteration 26Q: 3 clusters Score -3282849 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3282910.250000 Penalty: 3366.080566
	Iteration 27Q: 3 clusters Score -3282910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3282971.750000 Penalty: 3366.080566
	Iteration 28Q: 3 clusters Score -3282972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3283013.500000 Penalty: 3366.080566
	Iteration 29Q: 3 clusters Score -3283014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3283063.000000 Penalty: 3366.080566
	Iteration 30Q: 3 clusters Score -3283063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3283097.250000 Penalty: 3366.080566
	Iteration 31Q: 3 clusters Score -3283097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3283139.750000 Penalty: 3366.080566
	Iteration 32Q: 3 clusters Score -3283140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3283170.750000 Penalty: 3366.080566
	Iteration 33Q: 3 clusters Score -3283171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3283197.250000 Penalty: 3366.080566
	Iteration 34Q: 3 clusters Score -3283197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3283215.500000 Penalty: 3366.080566
	Iteration 35Q: 3 clusters Score -3283216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3283225.250000 Penalty: 3366.080566
	Iteration 36Q: 3 clusters Score -3283225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3283230.500000 Penalty: 3366.080566
	Iteration 37Q: 3 clusters Score -3283230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3283239.500000 Penalty: 3366.080566
	Iteration 38Q: 3 clusters Score -3283240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3283251.750000 Penalty: 3366.080566
	Iteration 39Q: 3 clusters Score -3283252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3283258.000000 Penalty: 3366.080566
	Iteration 40F: 3 clusters Score -3283258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3283261.250000 Penalty: 3366.080566
	Iteration 41Q: 3 clusters Score -3283261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3283267.750000 Penalty: 3366.080566
	Iteration 42Q: 3 clusters Score -3283268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3283272.750000 Penalty: 3366.080566
	Iteration 43Q: 3 clusters Score -3283273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -3283271.250000 Penalty: 3366.080566
	Iteration 44Q: 3 clusters Score -3283271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -3283271.250000 Penalty: 3366.080566
	Iteration 45F: 3 clusters Score -3283271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Entering Unmasked Estep 
Score: -5337310.500000 Penalty: 1767.369629
	Iteration 0F: 2 clusters Score -5337310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5301731.000000 Penalty: 3534.739258
	Iteration 0F: 3 clusters Score -5301731 nChanged 24984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -5317094.000000 Penalty: 3534.739258
	Iteration 1F: 3 clusters Score -5317094 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5319522.000000 Penalty: 3534.739258
	Iteration 2F: 3 clusters Score -5319522 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5323275.500000 Penalty: 3534.739258
	Iteration 3F: 3 clusters Score -5323276 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -5327526.000000 Penalty: 3534.739258
	Iteration 4F: 3 clusters Score -5327526 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5331140.000000 Penalty: 3534.739258
	Iteration 5F: 3 clusters Score -5331140 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5333683.000000 Penalty: 3534.739258
	Iteration 6F: 3 clusters Score -5333683 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5335469.000000 Penalty: 3534.739258
	Iteration 7F: 3 clusters Score -5335469 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5336571.500000 Penalty: 3534.739258
	Iteration 8Q: 3 clusters Score -5336572 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -5337203.000000 Penalty: 3534.739258
	Iteration 9Q: 3 clusters Score -5337203 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5337601.000000 Penalty: 3534.739258
	Iteration 10Q: 3 clusters Score -5337601 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5337871.500000 Penalty: 3534.739258
	Iteration 11Q: 3 clusters Score -5337872 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5338021.000000 Penalty: 3534.739258
	Iteration 12Q: 3 clusters Score -5338021 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5338122.500000 Penalty: 3534.739258
	Iteration 13Q: 3 clusters Score -5338122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5338229.000000 Penalty: 3534.739258
	Iteration 14Q: 3 clusters Score -5338229 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5338261.500000 Penalty: 3534.739258
	Iteration 15Q: 3 clusters Score -5338262 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -5338316.500000 Penalty: 3534.739258
	Iteration 16Q: 3 clusters Score -5338316 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5338362.500000 Penalty: 3534.739258
	Iteration 17Q: 3 clusters Score -5338362 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -5338415.000000 Penalty: 3534.739258
	Iteration 18Q: 3 clusters Score -5338415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -5338470.000000 Penalty: 3534.739258
	Iteration 19Q: 3 clusters Score -5338470 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5338509.500000 Penalty: 3534.739258
	Iteration 20F: 3 clusters Score -5338510 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5338549.000000 Penalty: 3534.739258
	Iteration 21Q: 3 clusters Score -5338549 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5338597.500000 Penalty: 3534.739258
	Iteration 22Q: 3 clusters Score -5338598 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5338648.000000 Penalty: 3534.739258
	Iteration 23Q: 3 clusters Score -5338648 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -5338716.500000 Penalty: 3534.739258
	Iteration 24Q: 3 clusters Score -5338716 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5338769.500000 Penalty: 3534.739258
	Iteration 25Q: 3 clusters Score -5338770 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5338803.500000 Penalty: 3534.739258
	Iteration 26Q: 3 clusters Score -5338804 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5338831.000000 Penalty: 3534.739258
	Iteration 27Q: 3 clusters Score -5338831 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5338871.000000 Penalty: 3534.739258
	Iteration 28Q: 3 clusters Score -5338871 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5338910.500000 Penalty: 3534.739258
	Iteration 29Q: 3 clusters Score -5338910 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5338939.000000 Penalty: 3534.739258
	Iteration 30Q: 3 clusters Score -5338939 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5338973.000000 Penalty: 3534.739258
	Iteration 31Q: 3 clusters Score -5338973 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5339017.000000 Penalty: 3534.739258
	Iteration 32Q: 3 clusters Score -5339017 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -5339054.000000 Penalty: 3534.739258
	Iteration 33Q: 3 clusters Score -5339054 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5339069.500000 Penalty: 3534.739258
	Iteration 34Q: 3 clusters Score -5339070 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -5339084.500000 Penalty: 3534.739258
	Iteration 35Q: 3 clusters Score -5339084 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5339106.500000 Penalty: 3534.739258
	Iteration 36Q: 3 clusters Score -5339106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -5339123.000000 Penalty: 3534.739258
	Iteration 37Q: 3 clusters Score -5339123 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5339126.500000 Penalty: 3534.739258
	Iteration 38Q: 3 clusters Score -5339126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5339126.500000 Penalty: 3534.739258
	Iteration 39Q: 3 clusters Score -5339126 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5339149.000000 Penalty: 3534.739258
	Iteration 40F: 3 clusters Score -5339149 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -5339151.000000 Penalty: 3534.739258
	Iteration 41Q: 3 clusters Score -5339151 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5339155.500000 Penalty: 3534.739258
	Iteration 42Q: 3 clusters Score -5339156 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5339171.000000 Penalty: 3534.739258
	Iteration 43Q: 3 clusters Score -5339171 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -5339201.000000 Penalty: 3534.739258
	Iteration 44Q: 3 clusters Score -5339201 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -5339225.000000 Penalty: 3534.739258
	Iteration 45Q: 3 clusters Score -5339225 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5339242.500000 Penalty: 3534.739258
	Iteration 46Q: 3 clusters Score -5339242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -5339235.000000 Penalty: 3534.739258
	Iteration 47Q: 3 clusters Score -5339235 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -5339252.500000 Penalty: 3534.739258
	Iteration 48Q: 3 clusters Score -5339252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -5339252.000000 Penalty: 3534.739258
	Iteration 49Q: 3 clusters Score -5339252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5339247.500000 Penalty: 3534.739258
	Iteration 50Q: 3 clusters Score -5339248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -5339262.500000 Penalty: 3534.739258
	Iteration 51Q: 3 clusters Score -5339262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -5339264.500000 Penalty: 3534.739258
	Iteration 52Q: 3 clusters Score -5339264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5339272.500000 Penalty: 3534.739258
	Iteration 53Q: 3 clusters Score -5339272 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5339294.000000 Penalty: 3534.739258
	Iteration 54Q: 3 clusters Score -5339294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -5339293.500000 Penalty: 3534.739258
	Iteration 55Q: 3 clusters Score -5339294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5339296.000000 Penalty: 3534.739258
	Iteration 56Q: 3 clusters Score -5339296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5339325.500000 Penalty: 3534.739258
	Iteration 57Q: 3 clusters Score -5339326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -5339353.000000 Penalty: 3534.739258
	Iteration 58Q: 3 clusters Score -5339353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5339355.000000 Penalty: 3534.739258
	Iteration 59Q: 3 clusters Score -5339355 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5339351.500000 Penalty: 3534.739258
	Iteration 60F: 3 clusters Score -5339352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5339381.500000 Penalty: 3534.739258
	Iteration 61Q: 3 clusters Score -5339382 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5339402.500000 Penalty: 3534.739258
	Iteration 62Q: 3 clusters Score -5339402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -5339433.500000 Penalty: 3534.739258
	Iteration 63Q: 3 clusters Score -5339434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5339472.500000 Penalty: 3534.739258
	Iteration 64Q: 3 clusters Score -5339472 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5339513.500000 Penalty: 3534.739258
	Iteration 65Q: 3 clusters Score -5339514 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5339546.000000 Penalty: 3534.739258
	Iteration 66Q: 3 clusters Score -5339546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5339587.000000 Penalty: 3534.739258
	Iteration 67Q: 3 clusters Score -5339587 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5339633.500000 Penalty: 3534.739258
	Iteration 68Q: 3 clusters Score -5339634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -5339673.000000 Penalty: 3534.739258
	Iteration 69Q: 3 clusters Score -5339673 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -5339724.500000 Penalty: 3534.739258
	Iteration 70Q: 3 clusters Score -5339724 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -5339784.000000 Penalty: 3534.739258
	Iteration 71Q: 3 clusters Score -5339784 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -5339854.500000 Penalty: 3534.739258
	Iteration 72Q: 3 clusters Score -5339854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5339900.500000 Penalty: 3534.739258
	Iteration 73Q: 3 clusters Score -5339900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -5339929.500000 Penalty: 3534.739258
	Iteration 74Q: 3 clusters Score -5339930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5339960.500000 Penalty: 3534.739258
	Iteration 75Q: 3 clusters Score -5339960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -5339974.500000 Penalty: 3534.739258
	Iteration 76Q: 3 clusters Score -5339974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5340003.000000 Penalty: 3534.739258
	Iteration 77Q: 3 clusters Score -5340003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5340026.500000 Penalty: 3534.739258
	Iteration 78Q: 3 clusters Score -5340026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5340049.500000 Penalty: 3534.739258
	Iteration 79Q: 3 clusters Score -5340050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -5340048.000000 Penalty: 3534.739258
	Iteration 80F: 3 clusters Score -5340048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5340065.500000 Penalty: 3534.739258
	Iteration 81Q: 3 clusters Score -5340066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5340064.500000 Penalty: 3534.739258
	Iteration 82Q: 3 clusters Score -5340064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5340072.000000 Penalty: 3534.739258
	Iteration 83Q: 3 clusters Score -5340072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -5340093.500000 Penalty: 3534.739258
	Iteration 84Q: 3 clusters Score -5340094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -5340099.000000 Penalty: 3534.739258
	Iteration 85Q: 3 clusters Score -5340099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -5340108.500000 Penalty: 3534.739258
	Iteration 86Q: 3 clusters Score -5340108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5340102.500000 Penalty: 3534.739258
	Iteration 87Q: 3 clusters Score -5340102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5340111.000000 Penalty: 3534.739258
	Iteration 88Q: 3 clusters Score -5340111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -5340124.500000 Penalty: 3534.739258
	Iteration 89Q: 3 clusters Score -5340124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5340125.000000 Penalty: 3534.739258
	Iteration 90Q: 3 clusters Score -5340125 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5340133.000000 Penalty: 3534.739258
	Iteration 91Q: 3 clusters Score -5340133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -5340131.000000 Penalty: 3534.739258
	Iteration 92Q: 3 clusters Score -5340131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5340131.500000 Penalty: 3534.739258
	Iteration 93Q: 3 clusters Score -5340132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5340134.500000 Penalty: 3534.739258
	Iteration 94Q: 3 clusters Score -5340134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -5340138.000000 Penalty: 3534.739258
	Iteration 95Q: 3 clusters Score -5340138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5340141.500000 Penalty: 3534.739258
	Iteration 96Q: 3 clusters Score -5340142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -5340142.500000 Penalty: 3534.739258
	Iteration 97Q: 3 clusters Score -5340142 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -5340136.500000 Penalty: 3534.739258
	Iteration 98Q: 3 clusters Score -5340136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5340135.500000 Penalty: 3534.739258
	Iteration 99Q: 3 clusters Score -5340136 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5340135.000000 Penalty: 3534.739258
	Iteration 100F: 3 clusters Score -5340135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5340132.500000 Penalty: 3534.739258
	Iteration 101Q: 3 clusters Score -5340132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5340129.500000 Penalty: 3534.739258
	Iteration 102Q: 3 clusters Score -5340130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5340126.000000 Penalty: 3534.739258
	Iteration 103Q: 3 clusters Score -5340126 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -5340128.000000 Penalty: 3534.739258
	Iteration 104Q: 3 clusters Score -5340128 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -5340124.000000 Penalty: 3534.739258
	Iteration 105Q: 3 clusters Score -5340124 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -5340132.500000 Penalty: 3534.739258
	Iteration 106Q: 3 clusters Score -5340132 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -5340138.500000 Penalty: 3534.739258
	Iteration 107Q: 3 clusters Score -5340138 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5340138 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -5340136.500000 Penalty: 3534.739258
	Iteration 109Q: 3 clusters Score -5340136 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5340136 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -5340138.500000 Penalty: 3534.739258
	Iteration 111Q: 3 clusters Score -5340138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5340130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5340133.500000 Penalty: 3534.739258
	Iteration 113Q: 3 clusters Score -5340134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5340136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -5340140.000000 Penalty: 3534.739258
	Iteration 115Q: 3 clusters Score -5340140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5340143.500000 Penalty: 3534.739258
	Iteration 116Q: 3 clusters Score -5340144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5340146.000000 Penalty: 3534.739258
	Iteration 117Q: 3 clusters Score -5340146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5340147.500000 Penalty: 3534.739258
	Iteration 118Q: 3 clusters Score -5340148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -5340147.000000 Penalty: 3534.739258
	Iteration 119Q: 3 clusters Score -5340147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -5340147.000000 Penalty: 3534.739258
	Iteration 120F: 3 clusters Score -5340147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 24859 members 
Mstep: Class 6 contains 29798 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 24796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Entering Unmasked Estep 
Score: -153756832.000000 Penalty: 50922.992188
Splitting cluster 4 changes total score from -153739584.000000 to -153756832.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (24859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Entering Unmasked Estep 
Score: -2337106.250000 Penalty: 1644.658569
	Iteration 0F: 2 clusters Score -2337106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2320626.500000 Penalty: 3289.317139
	Iteration 0F: 3 clusters Score -2320626 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2329736.000000 Penalty: 3289.317139
	Iteration 1F: 3 clusters Score -2329736 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2334102.750000 Penalty: 3289.317139
	Iteration 2F: 3 clusters Score -2334103 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2338050.750000 Penalty: 3289.317139
	Iteration 3F: 3 clusters Score -2338051 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2340778.750000 Penalty: 3289.317139
	Iteration 4F: 3 clusters Score -2340779 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2342233.750000 Penalty: 3289.317139
	Iteration 5F: 3 clusters Score -2342234 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2342890.000000 Penalty: 3289.317139
	Iteration 6Q: 3 clusters Score -2342890 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2343366.500000 Penalty: 3289.317139
	Iteration 7Q: 3 clusters Score -2343366 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2343758.000000 Penalty: 3289.317139
	Iteration 8Q: 3 clusters Score -2343758 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2344050.250000 Penalty: 3289.317139
	Iteration 9Q: 3 clusters Score -2344050 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2344266.250000 Penalty: 3289.317139
	Iteration 10Q: 3 clusters Score -2344266 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2344483.750000 Penalty: 3289.317139
	Iteration 11Q: 3 clusters Score -2344484 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2344660.750000 Penalty: 3289.317139
	Iteration 12Q: 3 clusters Score -2344661 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2344783.250000 Penalty: 3289.317139
	Iteration 13Q: 3 clusters Score -2344783 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2344888.500000 Penalty: 3289.317139
	Iteration 14Q: 3 clusters Score -2344888 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2344989.250000 Penalty: 3289.317139
	Iteration 15Q: 3 clusters Score -2344989 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2345063.000000 Penalty: 3289.317139
	Iteration 16Q: 3 clusters Score -2345063 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2345128.000000 Penalty: 3289.317139
	Iteration 17Q: 3 clusters Score -2345128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2345171.000000 Penalty: 3289.317139
	Iteration 18Q: 3 clusters Score -2345171 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2345212.000000 Penalty: 3289.317139
	Iteration 19Q: 3 clusters Score -2345212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2345236.250000 Penalty: 3289.317139
	Iteration 20F: 3 clusters Score -2345236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2345265.500000 Penalty: 3289.317139
	Iteration 21Q: 3 clusters Score -2345266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2345286.250000 Penalty: 3289.317139
	Iteration 22Q: 3 clusters Score -2345286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2345292.000000 Penalty: 3289.317139
	Iteration 23Q: 3 clusters Score -2345292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2345299.000000 Penalty: 3289.317139
	Iteration 24Q: 3 clusters Score -2345299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2345302.250000 Penalty: 3289.317139
	Iteration 25Q: 3 clusters Score -2345302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2345310.500000 Penalty: 3289.317139
	Iteration 26Q: 3 clusters Score -2345310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2345310.750000 Penalty: 3289.317139
	Iteration 27Q: 3 clusters Score -2345311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2345312.750000 Penalty: 3289.317139
	Iteration 28Q: 3 clusters Score -2345313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2345317.000000 Penalty: 3289.317139
	Iteration 29Q: 3 clusters Score -2345317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2345323.000000 Penalty: 3289.317139
	Iteration 30Q: 3 clusters Score -2345323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2345322.750000 Penalty: 3289.317139
	Iteration 31Q: 3 clusters Score -2345323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2345328.000000 Penalty: 3289.317139
	Iteration 32Q: 3 clusters Score -2345328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2345325.750000 Penalty: 3289.317139
	Iteration 33Q: 3 clusters Score -2345326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2345333.000000 Penalty: 3289.317139
	Iteration 34Q: 3 clusters Score -2345333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2345334.000000 Penalty: 3289.317139
	Iteration 35Q: 3 clusters Score -2345334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2345338.500000 Penalty: 3289.317139
	Iteration 36Q: 3 clusters Score -2345338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2345342.250000 Penalty: 3289.317139
	Iteration 37Q: 3 clusters Score -2345342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2345337.250000 Penalty: 3289.317139
	Iteration 38Q: 3 clusters Score -2345337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2345339.000000 Penalty: 3289.317139
	Iteration 39Q: 3 clusters Score -2345339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2345335.500000 Penalty: 3289.317139
	Iteration 40F: 3 clusters Score -2345336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2345336.250000 Penalty: 3289.317139
	Iteration 41Q: 3 clusters Score -2345336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2345333.000000 Penalty: 3289.317139
	Iteration 42Q: 3 clusters Score -2345333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2345328.250000 Penalty: 3289.317139
	Iteration 43Q: 3 clusters Score -2345328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2345327.250000 Penalty: 3289.317139
	Iteration 44Q: 3 clusters Score -2345327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2345331.750000 Penalty: 3289.317139
	Iteration 45Q: 3 clusters Score -2345332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2345333.250000 Penalty: 3289.317139
	Iteration 46Q: 3 clusters Score -2345333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2345333.500000 Penalty: 3289.317139
	Iteration 47Q: 3 clusters Score -2345334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2345338.500000 Penalty: 3289.317139
	Iteration 48Q: 3 clusters Score -2345338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2345337.250000 Penalty: 3289.317139
	Iteration 49Q: 3 clusters Score -2345337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2345343.750000 Penalty: 3289.317139
	Iteration 50Q: 3 clusters Score -2345344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2345348.000000 Penalty: 3289.317139
	Iteration 51Q: 3 clusters Score -2345348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2345349.000000 Penalty: 3289.317139
	Iteration 52Q: 3 clusters Score -2345349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2345352.500000 Penalty: 3289.317139
	Iteration 53Q: 3 clusters Score -2345352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2345351.000000 Penalty: 3289.317139
	Iteration 54Q: 3 clusters Score -2345351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2345354.000000 Penalty: 3289.317139
	Iteration 55Q: 3 clusters Score -2345354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2345354.000000 Penalty: 3289.317139
	Iteration 56Q: 3 clusters Score -2345354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2345353.000000 Penalty: 3289.317139
	Iteration 57Q: 3 clusters Score -2345353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2345353.000000 Penalty: 3289.317139
	Iteration 58F: 3 clusters Score -2345353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 29798 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 24796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Entering Unmasked Estep 
Score: -153763264.000000 Penalty: 53237.671875
Splitting cluster 5 changes total score from -153739584.000000 to -153763264.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (29798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Entering Unmasked Estep 
Score: -3001300.750000 Penalty: 1674.106934
	Iteration 0F: 2 clusters Score -3001301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2981347.250000 Penalty: 3348.213867
	Iteration 0F: 3 clusters Score -2981347 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2991888.000000 Penalty: 3348.213867
	Iteration 1F: 3 clusters Score -2991888 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2997900.000000 Penalty: 3348.213867
	Iteration 2F: 3 clusters Score -2997900 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3003028.250000 Penalty: 3348.213867
	Iteration 3F: 3 clusters Score -3003028 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3005735.500000 Penalty: 3348.213867
	Iteration 4F: 3 clusters Score -3005736 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3007030.250000 Penalty: 3348.213867
	Iteration 5F: 3 clusters Score -3007030 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3007765.500000 Penalty: 3348.213867
	Iteration 6Q: 3 clusters Score -3007766 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3008188.250000 Penalty: 3348.213867
	Iteration 7Q: 3 clusters Score -3008188 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3008477.500000 Penalty: 3348.213867
	Iteration 8Q: 3 clusters Score -3008478 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3008637.750000 Penalty: 3348.213867
	Iteration 9Q: 3 clusters Score -3008638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3008719.000000 Penalty: 3348.213867
	Iteration 10Q: 3 clusters Score -3008719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3008788.000000 Penalty: 3348.213867
	Iteration 11Q: 3 clusters Score -3008788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3008829.500000 Penalty: 3348.213867
	Iteration 12Q: 3 clusters Score -3008830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3008864.750000 Penalty: 3348.213867
	Iteration 13Q: 3 clusters Score -3008865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3008894.000000 Penalty: 3348.213867
	Iteration 14Q: 3 clusters Score -3008894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3008886.250000 Penalty: 3348.213867
	Iteration 15Q: 3 clusters Score -3008886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3008889.500000 Penalty: 3348.213867
	Iteration 16Q: 3 clusters Score -3008890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3008887.750000 Penalty: 3348.213867
	Iteration 17Q: 3 clusters Score -3008888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3008898.750000 Penalty: 3348.213867
	Iteration 18Q: 3 clusters Score -3008899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3008910.500000 Penalty: 3348.213867
	Iteration 19Q: 3 clusters Score -3008910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3008915.500000 Penalty: 3348.213867
	Iteration 20F: 3 clusters Score -3008916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3008913.250000 Penalty: 3348.213867
	Iteration 21Q: 3 clusters Score -3008913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3008920.000000 Penalty: 3348.213867
	Iteration 22Q: 3 clusters Score -3008920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3008929.000000 Penalty: 3348.213867
	Iteration 23Q: 3 clusters Score -3008929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3008933.750000 Penalty: 3348.213867
	Iteration 24Q: 3 clusters Score -3008934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3008939.250000 Penalty: 3348.213867
	Iteration 25Q: 3 clusters Score -3008939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3008948.500000 Penalty: 3348.213867
	Iteration 26Q: 3 clusters Score -3008948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3008948.250000 Penalty: 3348.213867
	Iteration 27Q: 3 clusters Score -3008948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3008960.500000 Penalty: 3348.213867
	Iteration 28Q: 3 clusters Score -3008960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3008966.000000 Penalty: 3348.213867
	Iteration 29Q: 3 clusters Score -3008966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3008965.750000 Penalty: 3348.213867
	Iteration 30Q: 3 clusters Score -3008966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3008972.000000 Penalty: 3348.213867
	Iteration 31Q: 3 clusters Score -3008972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3008973.250000 Penalty: 3348.213867
	Iteration 32Q: 3 clusters Score -3008973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3008969.500000 Penalty: 3348.213867
	Iteration 33Q: 3 clusters Score -3008970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3008973.250000 Penalty: 3348.213867
	Iteration 34Q: 3 clusters Score -3008973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3008969.750000 Penalty: 3348.213867
	Iteration 35Q: 3 clusters Score -3008970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3008971.500000 Penalty: 3348.213867
	Iteration 36Q: 3 clusters Score -3008972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3008971.500000 Penalty: 3348.213867
	Iteration 37F: 3 clusters Score -3008972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 24796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Entering Unmasked Estep 
Score: -153770208.000000 Penalty: 55552.351562
Splitting cluster 6 changes total score from -153739584.000000 to -153770208.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (195013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195013 members 
Entering Unmasked Estep 
Score: -20393832.000000 Penalty: 1979.383423
	Iteration 0F: 2 clusters Score -2.039383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -20299046.000000 Penalty: 3958.766846
	Iteration 0F: 3 clusters Score -2.029905e+07 nChanged 94763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -20356508.000000 Penalty: 3958.766846
	Iteration 1F: 3 clusters Score -2.035651e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -20359618.000000 Penalty: 3958.766846
	Iteration 2Q: 3 clusters Score -2.035962e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 124381 members 
Entering Unmasked Estep 
Score: -20364954.000000 Penalty: 3958.766846
	Iteration 3F: 3 clusters Score -2.036495e+07 nChanged 13997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -20373324.000000 Penalty: 3958.766846
	Iteration 4F: 3 clusters Score -2.037332e+07 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
Score: -20380910.000000 Penalty: 3958.766846
	Iteration 5F: 3 clusters Score -2.038091e+07 nChanged 15160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 168015 members 
Entering Unmasked Estep 
Score: -20384002.000000 Penalty: 3958.766846
	Iteration 6F: 3 clusters Score -2.0384e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 179609 members 
Entering Unmasked Estep 
Score: -20385906.000000 Penalty: 3958.766846
	Iteration 7F: 3 clusters Score -2.038591e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 187084 members 
Entering Unmasked Estep 
Score: -20388508.000000 Penalty: 3958.766846
	Iteration 8Q: 3 clusters Score -2.038851e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 191231 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 3958.766846
	Iteration 9Q: 3 clusters Score -2.039039e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 193158 members 
Entering Unmasked Estep 
Score: -20391348.000000 Penalty: 3958.766846
	Iteration 10Q: 3 clusters Score -2.039135e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 193978 members 
Entering Unmasked Estep 
Score: -20391654.000000 Penalty: 3958.766846
	Iteration 11Q: 3 clusters Score -2.039165e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 194329 members 
Entering Unmasked Estep 
Score: -20391954.000000 Penalty: 3958.766846
	Iteration 12Q: 3 clusters Score -2.039195e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 194489 members 
Entering Unmasked Estep 
Score: -20392116.000000 Penalty: 3958.766846
	Iteration 13Q: 3 clusters Score -2.039212e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 194552 members 
Entering Unmasked Estep 
Score: -20392194.000000 Penalty: 3958.766846
	Iteration 14Q: 3 clusters Score -2.039219e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -20392220.000000 Penalty: 3958.766846
	Iteration 15Q: 3 clusters Score -2.039222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 194602 members 
Entering Unmasked Estep 
Score: -20392244.000000 Penalty: 3958.766846
	Iteration 16Q: 3 clusters Score -2.039224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 194613 members 
Entering Unmasked Estep 
Score: -20392240.000000 Penalty: 3958.766846
	Iteration 17Q: 3 clusters Score -2.039224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 194615 members 
Entering Unmasked Estep 
Score: -20392266.000000 Penalty: 3958.766846
	Iteration 18Q: 3 clusters Score -2.039227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 194617 members 
Entering Unmasked Estep 
Score: -20392282.000000 Penalty: 3958.766846
	Iteration 19Q: 3 clusters Score -2.039228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 194621 members 
Entering Unmasked Estep 
Score: -20392314.000000 Penalty: 3958.766846
	Iteration 20F: 3 clusters Score -2.039231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 194626 members 
Entering Unmasked Estep 
Score: -20392326.000000 Penalty: 3958.766846
	Iteration 21Q: 3 clusters Score -2.039233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 194624 members 
Entering Unmasked Estep 
Score: -20392330.000000 Penalty: 3958.766846
	Iteration 22Q: 3 clusters Score -2.039233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 194625 members 
Entering Unmasked Estep 
Score: -20392338.000000 Penalty: 3958.766846
	Iteration 23Q: 3 clusters Score -2.039234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -20392334.000000 Penalty: 3958.766846
	Iteration 24Q: 3 clusters Score -2.039233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 194628 members 
Entering Unmasked Estep 
Score: -20392342.000000 Penalty: 3958.766846
	Iteration 25Q: 3 clusters Score -2.039234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 194630 members 
Entering Unmasked Estep 
Score: -20392336.000000 Penalty: 3958.766846
	Iteration 26Q: 3 clusters Score -2.039234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 194630 members 
Entering Unmasked Estep 
Score: -20392336.000000 Penalty: 3958.766846
	Iteration 27F: 3 clusters Score -2.039234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Entering Unmasked Estep 
Score: -2422286.000000 Penalty: 1644.246094
	Iteration 0F: 2 clusters Score -2422286 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 12506 members 
Entering Unmasked Estep 
Score: -2405552.250000 Penalty: 3288.492188
	Iteration 0F: 3 clusters Score -2405552 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2412190.250000 Penalty: 3288.492188
	Iteration 1F: 3 clusters Score -2412190 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2412982.000000 Penalty: 3288.492188
	Iteration 2F: 3 clusters Score -2412982 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2413904.500000 Penalty: 3288.492188
	Iteration 3F: 3 clusters Score -2413904 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2415031.750000 Penalty: 3288.492188
	Iteration 4F: 3 clusters Score -2415032 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2416447.000000 Penalty: 3288.492188
	Iteration 5F: 3 clusters Score -2416447 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2417868.750000 Penalty: 3288.492188
	Iteration 6F: 3 clusters Score -2417869 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2419020.750000 Penalty: 3288.492188
	Iteration 7F: 3 clusters Score -2419021 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2419933.250000 Penalty: 3288.492188
	Iteration 8Q: 3 clusters Score -2419933 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2420556.500000 Penalty: 3288.492188
	Iteration 9Q: 3 clusters Score -2420556 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2421006.750000 Penalty: 3288.492188
	Iteration 10Q: 3 clusters Score -2421007 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2421503.500000 Penalty: 3288.492188
	Iteration 11Q: 3 clusters Score -2421504 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2422078.250000 Penalty: 3288.492188
	Iteration 12Q: 3 clusters Score -2422078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2422493.750000 Penalty: 3288.492188
	Iteration 13Q: 3 clusters Score -2422494 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2422788.750000 Penalty: 3288.492188
	Iteration 14Q: 3 clusters Score -2422789 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2423069.000000 Penalty: 3288.492188
	Iteration 15Q: 3 clusters Score -2423069 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2423376.750000 Penalty: 3288.492188
	Iteration 16Q: 3 clusters Score -2423377 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2423698.000000 Penalty: 3288.492188
	Iteration 17Q: 3 clusters Score -2423698 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2423968.250000 Penalty: 3288.492188
	Iteration 18Q: 3 clusters Score -2423968 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2424206.500000 Penalty: 3288.492188
	Iteration 19Q: 3 clusters Score -2424206 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2424462.500000 Penalty: 3288.492188
	Iteration 20F: 3 clusters Score -2424462 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2424678.000000 Penalty: 3288.492188
	Iteration 21Q: 3 clusters Score -2424678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2424768.250000 Penalty: 3288.492188
	Iteration 22Q: 3 clusters Score -2424768 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2424839.500000 Penalty: 3288.492188
	Iteration 23Q: 3 clusters Score -2424840 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2424873.750000 Penalty: 3288.492188
	Iteration 24Q: 3 clusters Score -2424874 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2424923.000000 Penalty: 3288.492188
	Iteration 25Q: 3 clusters Score -2424923 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2424945.250000 Penalty: 3288.492188
	Iteration 26Q: 3 clusters Score -2424945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2424964.750000 Penalty: 3288.492188
	Iteration 27Q: 3 clusters Score -2424965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2424974.000000 Penalty: 3288.492188
	Iteration 28Q: 3 clusters Score -2424974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2424980.500000 Penalty: 3288.492188
	Iteration 29Q: 3 clusters Score -2424980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2424985.000000 Penalty: 3288.492188
	Iteration 30Q: 3 clusters Score -2424985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2424985.250000 Penalty: 3288.492188
	Iteration 31Q: 3 clusters Score -2424985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2424998.000000 Penalty: 3288.492188
	Iteration 32Q: 3 clusters Score -2424998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2424998.000000 Penalty: 3288.492188
	Iteration 33Q: 3 clusters Score -2424998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2425002.250000 Penalty: 3288.492188
	Iteration 34Q: 3 clusters Score -2425002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2425007.250000 Penalty: 3288.492188
	Iteration 35Q: 3 clusters Score -2425007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2425007.000000 Penalty: 3288.492188
	Iteration 36Q: 3 clusters Score -2425007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2425008.500000 Penalty: 3288.492188
	Iteration 37Q: 3 clusters Score -2425008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2425009.500000 Penalty: 3288.492188
	Iteration 38Q: 3 clusters Score -2425010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2425015.250000 Penalty: 3288.492188
	Iteration 39Q: 3 clusters Score -2425015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2425019.500000 Penalty: 3288.492188
	Iteration 40F: 3 clusters Score -2425020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2425019.500000 Penalty: 3288.492188
	Iteration 41Q: 3 clusters Score -2425020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2425023.000000 Penalty: 3288.492188
	Iteration 42Q: 3 clusters Score -2425023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2425023.000000 Penalty: 3288.492188
	Iteration 43Q: 3 clusters Score -2425023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2425023.250000 Penalty: 3288.492188
	Iteration 44Q: 3 clusters Score -2425023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2425021.750000 Penalty: 3288.492188
	Iteration 45Q: 3 clusters Score -2425022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2425027.000000 Penalty: 3288.492188
	Iteration 46Q: 3 clusters Score -2425027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2425028.250000 Penalty: 3288.492188
	Iteration 47Q: 3 clusters Score -2425028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2425029.250000 Penalty: 3288.492188
	Iteration 48Q: 3 clusters Score -2425029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2425031.250000 Penalty: 3288.492188
	Iteration 49Q: 3 clusters Score -2425031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2425040.500000 Penalty: 3288.492188
	Iteration 50Q: 3 clusters Score -2425040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2425041.750000 Penalty: 3288.492188
	Iteration 51Q: 3 clusters Score -2425042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2425041.750000 Penalty: 3288.492188
	Iteration 52Q: 3 clusters Score -2425042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2425044.500000 Penalty: 3288.492188
	Iteration 53Q: 3 clusters Score -2425044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2425042.000000 Penalty: 3288.492188
	Iteration 54Q: 3 clusters Score -2425042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2425040.250000 Penalty: 3288.492188
	Iteration 55Q: 3 clusters Score -2425040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2425040.250000 Penalty: 3288.492188
	Iteration 56F: 3 clusters Score -2425040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Entering Unmasked Estep 
Score: -153772400.000000 Penalty: 57867.035156
Splitting cluster 9 changes total score from -153739584.000000 to -153772400.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (15536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Entering Unmasked Estep 
Score: -1445174.125000 Penalty: 1568.273682
	Iteration 0F: 2 clusters Score -1445174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1434458.000000 Penalty: 3136.547363
	Iteration 0F: 3 clusters Score -1434458 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1440749.625000 Penalty: 3136.547363
	Iteration 1F: 3 clusters Score -1440750 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1445091.375000 Penalty: 3136.547363
	Iteration 2F: 3 clusters Score -1445091 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1448594.250000 Penalty: 3136.547363
	Iteration 3F: 3 clusters Score -1448594 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1450203.000000 Penalty: 3136.547363
	Iteration 4F: 3 clusters Score -1450203 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1450971.250000 Penalty: 3136.547363
	Iteration 5Q: 3 clusters Score -1450971 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1451573.500000 Penalty: 3136.547363
	Iteration 6Q: 3 clusters Score -1451574 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1452099.750000 Penalty: 3136.547363
	Iteration 7Q: 3 clusters Score -1452100 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1452509.250000 Penalty: 3136.547363
	Iteration 8Q: 3 clusters Score -1452509 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1452884.000000 Penalty: 3136.547363
	Iteration 9Q: 3 clusters Score -1452884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1453206.125000 Penalty: 3136.547363
	Iteration 10Q: 3 clusters Score -1453206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1453451.625000 Penalty: 3136.547363
	Iteration 11Q: 3 clusters Score -1453452 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1453622.500000 Penalty: 3136.547363
	Iteration 12Q: 3 clusters Score -1453622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1453816.500000 Penalty: 3136.547363
	Iteration 13Q: 3 clusters Score -1453816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1454117.750000 Penalty: 3136.547363
	Iteration 14Q: 3 clusters Score -1454118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1454513.875000 Penalty: 3136.547363
	Iteration 15Q: 3 clusters Score -1454514 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1454852.125000 Penalty: 3136.547363
	Iteration 16Q: 3 clusters Score -1454852 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1454954.250000 Penalty: 3136.547363
	Iteration 17Q: 3 clusters Score -1454954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1454989.000000 Penalty: 3136.547363
	Iteration 18Q: 3 clusters Score -1454989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1455001.250000 Penalty: 3136.547363
	Iteration 19Q: 3 clusters Score -1455001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1455006.250000 Penalty: 3136.547363
	Iteration 20F: 3 clusters Score -1455006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1455012.875000 Penalty: 3136.547363
	Iteration 21Q: 3 clusters Score -1455013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1455011.875000 Penalty: 3136.547363
	Iteration 22Q: 3 clusters Score -1455012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1455007.250000 Penalty: 3136.547363
	Iteration 23Q: 3 clusters Score -1455007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1455006.125000 Penalty: 3136.547363
	Iteration 24Q: 3 clusters Score -1455006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1455007.250000 Penalty: 3136.547363
	Iteration 25Q: 3 clusters Score -1455007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1455007.250000 Penalty: 3136.547363
	Iteration 26F: 3 clusters Score -1455007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 58194 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Entering Unmasked Estep 
Score: -153782480.000000 Penalty: 60181.714844
Splitting cluster 10 changes total score from -153739584.000000 to -153782480.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (58194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Entering Unmasked Estep 
Score: -5882722.000000 Penalty: 1782.874878
	Iteration 0F: 2 clusters Score -5882722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5843920.500000 Penalty: 3565.749756
	Iteration 0F: 3 clusters Score -5843920 nChanged 27442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5860722.000000 Penalty: 3565.749756
	Iteration 1F: 3 clusters Score -5860722 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5865013.000000 Penalty: 3565.749756
	Iteration 2F: 3 clusters Score -5865013 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5872002.000000 Penalty: 3565.749756
	Iteration 3F: 3 clusters Score -5872002 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -5878297.500000 Penalty: 3565.749756
	Iteration 4F: 3 clusters Score -5878298 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5881742.500000 Penalty: 3565.749756
	Iteration 5F: 3 clusters Score -5881742 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5883512.500000 Penalty: 3565.749756
	Iteration 6F: 3 clusters Score -5883512 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5884627.000000 Penalty: 3565.749756
	Iteration 7Q: 3 clusters Score -5884627 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -5885512.000000 Penalty: 3565.749756
	Iteration 8Q: 3 clusters Score -5885512 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -5886314.500000 Penalty: 3565.749756
	Iteration 9Q: 3 clusters Score -5886314 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -5887024.500000 Penalty: 3565.749756
	Iteration 10Q: 3 clusters Score -5887024 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -5887703.000000 Penalty: 3565.749756
	Iteration 11Q: 3 clusters Score -5887703 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -5888406.000000 Penalty: 3565.749756
	Iteration 12Q: 3 clusters Score -5888406 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5888888.500000 Penalty: 3565.749756
	Iteration 13Q: 3 clusters Score -5888888 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5889297.000000 Penalty: 3565.749756
	Iteration 14Q: 3 clusters Score -5889297 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -5889565.500000 Penalty: 3565.749756
	Iteration 15Q: 3 clusters Score -5889566 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5889667.000000 Penalty: 3565.749756
	Iteration 16Q: 3 clusters Score -5889667 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5889768.000000 Penalty: 3565.749756
	Iteration 17Q: 3 clusters Score -5889768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5889788.500000 Penalty: 3565.749756
	Iteration 18Q: 3 clusters Score -5889788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5889816.500000 Penalty: 3565.749756
	Iteration 19Q: 3 clusters Score -5889816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5889821.000000 Penalty: 3565.749756
	Iteration 20F: 3 clusters Score -5889821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5889845.000000 Penalty: 3565.749756
	Iteration 21Q: 3 clusters Score -5889845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5889851.500000 Penalty: 3565.749756
	Iteration 22Q: 3 clusters Score -5889852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5889840.000000 Penalty: 3565.749756
	Iteration 23Q: 3 clusters Score -5889840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5889845.000000 Penalty: 3565.749756
	Iteration 24Q: 3 clusters Score -5889845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5889848.500000 Penalty: 3565.749756
	Iteration 25Q: 3 clusters Score -5889848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5889844.000000 Penalty: 3565.749756
	Iteration 26Q: 3 clusters Score -5889844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5889846.000000 Penalty: 3565.749756
	Iteration 27Q: 3 clusters Score -5889846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5889841.500000 Penalty: 3565.749756
	Iteration 28Q: 3 clusters Score -5889842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -5889835.000000 Penalty: 3565.749756
	Iteration 29Q: 3 clusters Score -5889835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5889843.000000 Penalty: 3565.749756
	Iteration 30Q: 3 clusters Score -5889843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5889841.500000 Penalty: 3565.749756
	Iteration 31Q: 3 clusters Score -5889842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -5889838.500000 Penalty: 3565.749756
	Iteration 32Q: 3 clusters Score -5889838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -5889838.500000 Penalty: 3565.749756
	Iteration 33F: 3 clusters Score -5889838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Entering Unmasked Estep 
Score: -153792512.000000 Penalty: 62496.398438
Splitting cluster 11 changes total score from -153739584.000000 to -153792512.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (46352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Entering Unmasked Estep 
Score: -4708572.000000 Penalty: 1745.903198
	Iteration 0F: 2 clusters Score -4708572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4677477.000000 Penalty: 3491.806396
	Iteration 0F: 3 clusters Score -4677477 nChanged 21771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4689947.000000 Penalty: 3491.806396
	Iteration 1F: 3 clusters Score -4689947 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4691389.000000 Penalty: 3491.806396
	Iteration 2F: 3 clusters Score -4691389 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4694267.500000 Penalty: 3491.806396
	Iteration 3F: 3 clusters Score -4694268 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4698972.500000 Penalty: 3491.806396
	Iteration 4F: 3 clusters Score -4698972 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4704115.000000 Penalty: 3491.806396
	Iteration 5F: 3 clusters Score -4704115 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4707629.500000 Penalty: 3491.806396
	Iteration 6F: 3 clusters Score -4707630 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4709578.000000 Penalty: 3491.806396
	Iteration 7F: 3 clusters Score -4709578 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4710647.500000 Penalty: 3491.806396
	Iteration 8Q: 3 clusters Score -4710648 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4711220.000000 Penalty: 3491.806396
	Iteration 9Q: 3 clusters Score -4711220 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4711531.000000 Penalty: 3491.806396
	Iteration 10Q: 3 clusters Score -4711531 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4711718.000000 Penalty: 3491.806396
	Iteration 11Q: 3 clusters Score -4711718 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4711809.500000 Penalty: 3491.806396
	Iteration 12Q: 3 clusters Score -4711810 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4711854.000000 Penalty: 3491.806396
	Iteration 13Q: 3 clusters Score -4711854 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4711880.000000 Penalty: 3491.806396
	Iteration 14Q: 3 clusters Score -4711880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4711885.500000 Penalty: 3491.806396
	Iteration 15Q: 3 clusters Score -4711886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4711928.000000 Penalty: 3491.806396
	Iteration 16Q: 3 clusters Score -4711928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4711948.000000 Penalty: 3491.806396
	Iteration 17Q: 3 clusters Score -4711948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4711957.500000 Penalty: 3491.806396
	Iteration 18Q: 3 clusters Score -4711958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4711962.500000 Penalty: 3491.806396
	Iteration 19Q: 3 clusters Score -4711962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4711965.000000 Penalty: 3491.806396
	Iteration 20F: 3 clusters Score -4711965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4711964.500000 Penalty: 3491.806396
	Iteration 21Q: 3 clusters Score -4711964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4711977.500000 Penalty: 3491.806396
	Iteration 22Q: 3 clusters Score -4711978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4711972.000000 Penalty: 3491.806396
	Iteration 23Q: 3 clusters Score -4711972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4711965.500000 Penalty: 3491.806396
	Iteration 24Q: 3 clusters Score -4711966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4711972.000000 Penalty: 3491.806396
	Iteration 25Q: 3 clusters Score -4711972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4711968.500000 Penalty: 3491.806396
	Iteration 26Q: 3 clusters Score -4711968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4711970.000000 Penalty: 3491.806396
	Iteration 27Q: 3 clusters Score -4711970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4711977.500000 Penalty: 3491.806396
	Iteration 28Q: 3 clusters Score -4711978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4711978.000000 Penalty: 3491.806396
	Iteration 29Q: 3 clusters Score -4711978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4711976.500000 Penalty: 3491.806396
	Iteration 30Q: 3 clusters Score -4711976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4711980.500000 Penalty: 3491.806396
	Iteration 31Q: 3 clusters Score -4711980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4711983.500000 Penalty: 3491.806396
	Iteration 32Q: 3 clusters Score -4711984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4711978.500000 Penalty: 3491.806396
	Iteration 33Q: 3 clusters Score -4711978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4711975.500000 Penalty: 3491.806396
	Iteration 34Q: 3 clusters Score -4711976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4711975.000000 Penalty: 3491.806396
	Iteration 35Q: 3 clusters Score -4711975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4711975.000000 Penalty: 3491.806396
	Iteration 36Q: 3 clusters Score -4711975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4711976.500000 Penalty: 3491.806396
	Iteration 37Q: 3 clusters Score -4711976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4711976.500000 Penalty: 3491.806396
	Iteration 38Q: 3 clusters Score -4711976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4711976.500000 Penalty: 3491.806396
	Iteration 39F: 3 clusters Score -4711976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Entering Unmasked Estep 
Score: -153796512.000000 Penalty: 64811.078125
Splitting cluster 12 changes total score from -153739584.000000 to -153796512.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (12577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Entering Unmasked Estep 
Score: -1224931.500000 Penalty: 1533.939087
	Iteration 0F: 2 clusters Score -1224932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1216317.750000 Penalty: 3067.878174
	Iteration 0F: 3 clusters Score -1216318 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1220025.125000 Penalty: 3067.878174
	Iteration 1F: 3 clusters Score -1220025 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1221442.000000 Penalty: 3067.878174
	Iteration 2F: 3 clusters Score -1221442 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1223173.750000 Penalty: 3067.878174
	Iteration 3F: 3 clusters Score -1223174 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1224799.875000 Penalty: 3067.878174
	Iteration 4F: 3 clusters Score -1224800 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1225877.500000 Penalty: 3067.878174
	Iteration 5F: 3 clusters Score -1225878 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1226233.125000 Penalty: 3067.878174
	Iteration 6Q: 3 clusters Score -1226233 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1226360.875000 Penalty: 3067.878174
	Iteration 7Q: 3 clusters Score -1226361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1226406.750000 Penalty: 3067.878174
	Iteration 8Q: 3 clusters Score -1226407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1226429.625000 Penalty: 3067.878174
	Iteration 9Q: 3 clusters Score -1226430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1226447.250000 Penalty: 3067.878174
	Iteration 10Q: 3 clusters Score -1226447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1226459.375000 Penalty: 3067.878174
	Iteration 11Q: 3 clusters Score -1226459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1226461.625000 Penalty: 3067.878174
	Iteration 12Q: 3 clusters Score -1226462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1226467.125000 Penalty: 3067.878174
	Iteration 13Q: 3 clusters Score -1226467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1226469.875000 Penalty: 3067.878174
	Iteration 14Q: 3 clusters Score -1226470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1226471.625000 Penalty: 3067.878174
	Iteration 15Q: 3 clusters Score -1226472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1226471.375000 Penalty: 3067.878174
	Iteration 16Q: 3 clusters Score -1226471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1226469.500000 Penalty: 3067.878174
	Iteration 17Q: 3 clusters Score -1226470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1226472.875000 Penalty: 3067.878174
	Iteration 18Q: 3 clusters Score -1226473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1226473.500000 Penalty: 3067.878174
	Iteration 19Q: 3 clusters Score -1226474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1226473.500000 Penalty: 3067.878174
	Iteration 20F: 3 clusters Score -1226474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1226472.625000 Penalty: 3067.878174
	Iteration 21Q: 3 clusters Score -1226473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1226472.625000 Penalty: 3067.878174
	Iteration 22F: 3 clusters Score -1226473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 200728 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Entering Unmasked Estep 
Score: -153797056.000000 Penalty: 67125.757812
Splitting cluster 13 changes total score from -153739584.000000 to -153797056.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (200728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200728 members 
Entering Unmasked Estep 
Score: -20837046.000000 Penalty: 1984.077271
	Iteration 0F: 2 clusters Score -2.083705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -20713946.000000 Penalty: 3968.154541
	Iteration 0F: 3 clusters Score -2.071395e+07 nChanged 97377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -20774602.000000 Penalty: 3968.154541
	Iteration 1F: 3 clusters Score -2.07746e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -20778352.000000 Penalty: 3968.154541
	Iteration 2Q: 3 clusters Score -2.077835e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 109463 members 
Entering Unmasked Estep 
Score: -20783956.000000 Penalty: 3968.154541
	Iteration 3F: 3 clusters Score -2.078396e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -20792488.000000 Penalty: 3968.154541
	Iteration 4F: 3 clusters Score -2.079249e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -20803024.000000 Penalty: 3968.154541
	Iteration 5F: 3 clusters Score -2.080302e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
Score: -20813280.000000 Penalty: 3968.154541
	Iteration 6F: 3 clusters Score -2.081328e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -20820432.000000 Penalty: 3968.154541
	Iteration 7F: 3 clusters Score -2.082043e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -20824218.000000 Penalty: 3968.154541
	Iteration 8Q: 3 clusters Score -2.082422e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 142822 members 
Entering Unmasked Estep 
Score: -20826638.000000 Penalty: 3968.154541
	Iteration 9Q: 3 clusters Score -2.082664e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -20828562.000000 Penalty: 3968.154541
	Iteration 10Q: 3 clusters Score -2.082856e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -20830446.000000 Penalty: 3968.154541
	Iteration 11Q: 3 clusters Score -2.083045e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -20832172.000000 Penalty: 3968.154541
	Iteration 12Q: 3 clusters Score -2.083217e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -20833886.000000 Penalty: 3968.154541
	Iteration 13Q: 3 clusters Score -2.083389e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 164407 members 
Entering Unmasked Estep 
Score: -20835252.000000 Penalty: 3968.154541
	Iteration 14Q: 3 clusters Score -2.083525e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 168357 members 
Entering Unmasked Estep 
Score: -20836346.000000 Penalty: 3968.154541
	Iteration 15Q: 3 clusters Score -2.083635e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -20837350.000000 Penalty: 3968.154541
	Iteration 16Q: 3 clusters Score -2.083735e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 175236 members 
Entering Unmasked Estep 
Score: -20838066.000000 Penalty: 3968.154541
	Iteration 17Q: 3 clusters Score -2.083807e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 178120 members 
Entering Unmasked Estep 
Score: -20838716.000000 Penalty: 3968.154541
	Iteration 18Q: 3 clusters Score -2.083872e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 180697 members 
Entering Unmasked Estep 
Score: -20839110.000000 Penalty: 3968.154541
	Iteration 19Q: 3 clusters Score -2.083911e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 182951 members 
Entering Unmasked Estep 
Score: -20839484.000000 Penalty: 3968.154541
	Iteration 20F: 3 clusters Score -2.083948e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 184926 members 
Entering Unmasked Estep 
Score: -20839816.000000 Penalty: 3968.154541
	Iteration 21Q: 3 clusters Score -2.083982e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 186680 members 
Entering Unmasked Estep 
Score: -20840148.000000 Penalty: 3968.154541
	Iteration 22Q: 3 clusters Score -2.084015e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 188107 members 
Entering Unmasked Estep 
Score: -20840240.000000 Penalty: 3968.154541
	Iteration 23Q: 3 clusters Score -2.084024e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 189321 members 
Entering Unmasked Estep 
Score: -20840222.000000 Penalty: 3968.154541
	Iteration 24Q: 3 clusters Score -2.084022e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 190333 members 
Entering Unmasked Estep 
Score: -20840404.000000 Penalty: 3968.154541
	Iteration 25Q: 3 clusters Score -2.08404e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 191175 members 
Entering Unmasked Estep 
Score: -20840492.000000 Penalty: 3968.154541
	Iteration 26Q: 3 clusters Score -2.084049e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 191851 members 
Entering Unmasked Estep 
Score: -20840524.000000 Penalty: 3968.154541
	Iteration 27Q: 3 clusters Score -2.084052e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 192438 members 
Entering Unmasked Estep 
Score: -20840584.000000 Penalty: 3968.154541
	Iteration 28Q: 3 clusters Score -2.084058e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 192917 members 
Entering Unmasked Estep 
Score: -20840582.000000 Penalty: 3968.154541
	Iteration 29Q: 3 clusters Score -2.084058e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -20840554.000000 Penalty: 3968.154541
	Iteration 30Q: 3 clusters Score -2.084055e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 193600 members 
Entering Unmasked Estep 
Score: -20840508.000000 Penalty: 3968.154541
	Iteration 31Q: 3 clusters Score -2.084051e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 193835 members 
Entering Unmasked Estep 
Score: -20840502.000000 Penalty: 3968.154541
	Iteration 32Q: 3 clusters Score -2.08405e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 194052 members 
Entering Unmasked Estep 
Score: -20840468.000000 Penalty: 3968.154541
	Iteration 33Q: 3 clusters Score -2.084047e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 194239 members 
Entering Unmasked Estep 
Score: -20840450.000000 Penalty: 3968.154541
	Iteration 34Q: 3 clusters Score -2.084045e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 194372 members 
Entering Unmasked Estep 
Score: -20840382.000000 Penalty: 3968.154541
	Iteration 35Q: 3 clusters Score -2.084038e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 194476 members 
Entering Unmasked Estep 
Score: -20840352.000000 Penalty: 3968.154541
	Iteration 36Q: 3 clusters Score -2.084035e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -20840322.000000 Penalty: 3968.154541
	Iteration 37Q: 3 clusters Score -2.084032e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 194633 members 
Entering Unmasked Estep 
Score: -20840342.000000 Penalty: 3968.154541
	Iteration 38Q: 3 clusters Score -2.084034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 194708 members 
Entering Unmasked Estep 
Score: -20840322.000000 Penalty: 3968.154541
	Iteration 39Q: 3 clusters Score -2.084032e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 194771 members 
Entering Unmasked Estep 
Score: -20840298.000000 Penalty: 3968.154541
	Iteration 40F: 3 clusters Score -2.08403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 194829 members 
Entering Unmasked Estep 
Score: -20840266.000000 Penalty: 3968.154541
	Iteration 41Q: 3 clusters Score -2.084027e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 194885 members 
Entering Unmasked Estep 
Score: -20840248.000000 Penalty: 3968.154541
	Iteration 42Q: 3 clusters Score -2.084025e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 194932 members 
Entering Unmasked Estep 
Score: -20840282.000000 Penalty: 3968.154541
	Iteration 43Q: 3 clusters Score -2.084028e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
Score: -20840282.000000 Penalty: 3968.154541
	Iteration 44Q: 3 clusters Score -2.084028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -20840264.000000 Penalty: 3968.154541
	Iteration 45Q: 3 clusters Score -2.084026e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -20840272.000000 Penalty: 3968.154541
	Iteration 46Q: 3 clusters Score -2.084027e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 195121 members 
Entering Unmasked Estep 
Score: -20840256.000000 Penalty: 3968.154541
	Iteration 47Q: 3 clusters Score -2.084026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 195167 members 
Entering Unmasked Estep 
Score: -20840216.000000 Penalty: 3968.154541
	Iteration 48Q: 3 clusters Score -2.084022e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 195214 members 
Entering Unmasked Estep 
Score: -20840232.000000 Penalty: 3968.154541
	Iteration 49Q: 3 clusters Score -2.084023e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 195245 members 
Entering Unmasked Estep 
Score: -20840188.000000 Penalty: 3968.154541
	Iteration 50Q: 3 clusters Score -2.084019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 195272 members 
Entering Unmasked Estep 
Score: -20840186.000000 Penalty: 3968.154541
	Iteration 51Q: 3 clusters Score -2.084019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 195298 members 
Entering Unmasked Estep 
Score: -20840162.000000 Penalty: 3968.154541
	Iteration 52Q: 3 clusters Score -2.084016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 195316 members 
Entering Unmasked Estep 
Score: -20840150.000000 Penalty: 3968.154541
	Iteration 53Q: 3 clusters Score -2.084015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -20840156.000000 Penalty: 3968.154541
	Iteration 54Q: 3 clusters Score -2.084016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -20840164.000000 Penalty: 3968.154541
	Iteration 55Q: 3 clusters Score -2.084016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 195375 members 
Entering Unmasked Estep 
Score: -20840134.000000 Penalty: 3968.154541
	Iteration 56Q: 3 clusters Score -2.084013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 195388 members 
Entering Unmasked Estep 
Score: -20840120.000000 Penalty: 3968.154541
	Iteration 57Q: 3 clusters Score -2.084012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 195401 members 
Entering Unmasked Estep 
Score: -20840126.000000 Penalty: 3968.154541
	Iteration 58Q: 3 clusters Score -2.084013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 195410 members 
Entering Unmasked Estep 
Score: -20840122.000000 Penalty: 3968.154541
	Iteration 59Q: 3 clusters Score -2.084012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 195419 members 
Entering Unmasked Estep 
Score: -20840130.000000 Penalty: 3968.154541
	Iteration 60F: 3 clusters Score -2.084013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -20840140.000000 Penalty: 3968.154541
	Iteration 61Q: 3 clusters Score -2.084014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 195425 members 
Entering Unmasked Estep 
Score: -20840144.000000 Penalty: 3968.154541
	Iteration 62Q: 3 clusters Score -2.084014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 195427 members 
Entering Unmasked Estep 
Score: -20840158.000000 Penalty: 3968.154541
	Iteration 63Q: 3 clusters Score -2.084016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 195430 members 
Entering Unmasked Estep 
Score: -20840146.000000 Penalty: 3968.154541
	Iteration 64Q: 3 clusters Score -2.084015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 195432 members 
Entering Unmasked Estep 
Score: -20840150.000000 Penalty: 3968.154541
	Iteration 65Q: 3 clusters Score -2.084015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 195433 members 
Entering Unmasked Estep 
Score: -20840148.000000 Penalty: 3968.154541
	Iteration 66Q: 3 clusters Score -2.084015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 195433 members 
Entering Unmasked Estep 
Score: -20840148.000000 Penalty: 3968.154541
	Iteration 67F: 3 clusters Score -2.084015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 37839 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 195433 members 
Entering Unmasked Estep 
Score: -153801040.000000 Penalty: 69440.437500
Splitting cluster 14 changes total score from -153739584.000000 to -153801040.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (37839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Entering Unmasked Estep 
Score: -3579515.250000 Penalty: 1712.928101
	Iteration 0F: 2 clusters Score -3579515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3554352.000000 Penalty: 3425.856201
	Iteration 0F: 3 clusters Score -3554352 nChanged 17629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3565048.250000 Penalty: 3425.856201
	Iteration 1F: 3 clusters Score -3565048 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3566578.250000 Penalty: 3425.856201
	Iteration 2F: 3 clusters Score -3566578 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3568357.000000 Penalty: 3425.856201
	Iteration 3F: 3 clusters Score -3568357 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3570137.000000 Penalty: 3425.856201
	Iteration 4F: 3 clusters Score -3570137 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3571792.750000 Penalty: 3425.856201
	Iteration 5F: 3 clusters Score -3571793 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3573084.500000 Penalty: 3425.856201
	Iteration 6F: 3 clusters Score -3573084 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3574046.250000 Penalty: 3425.856201
	Iteration 7Q: 3 clusters Score -3574046 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3574839.500000 Penalty: 3425.856201
	Iteration 8Q: 3 clusters Score -3574840 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3575580.500000 Penalty: 3425.856201
	Iteration 9Q: 3 clusters Score -3575580 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3576258.000000 Penalty: 3425.856201
	Iteration 10Q: 3 clusters Score -3576258 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3576870.000000 Penalty: 3425.856201
	Iteration 11Q: 3 clusters Score -3576870 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3577358.000000 Penalty: 3425.856201
	Iteration 12Q: 3 clusters Score -3577358 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3577711.000000 Penalty: 3425.856201
	Iteration 13Q: 3 clusters Score -3577711 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3577991.750000 Penalty: 3425.856201
	Iteration 14Q: 3 clusters Score -3577992 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3578265.250000 Penalty: 3425.856201
	Iteration 15Q: 3 clusters Score -3578265 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3578502.000000 Penalty: 3425.856201
	Iteration 16Q: 3 clusters Score -3578502 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3578676.500000 Penalty: 3425.856201
	Iteration 17Q: 3 clusters Score -3578676 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3578842.250000 Penalty: 3425.856201
	Iteration 18Q: 3 clusters Score -3578842 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3579015.000000 Penalty: 3425.856201
	Iteration 19Q: 3 clusters Score -3579015 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3579164.250000 Penalty: 3425.856201
	Iteration 20F: 3 clusters Score -3579164 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3579305.250000 Penalty: 3425.856201
	Iteration 21Q: 3 clusters Score -3579305 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3579443.000000 Penalty: 3425.856201
	Iteration 22Q: 3 clusters Score -3579443 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3579605.750000 Penalty: 3425.856201
	Iteration 23Q: 3 clusters Score -3579606 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3579743.000000 Penalty: 3425.856201
	Iteration 24Q: 3 clusters Score -3579743 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3579920.500000 Penalty: 3425.856201
	Iteration 25Q: 3 clusters Score -3579920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3580057.750000 Penalty: 3425.856201
	Iteration 26Q: 3 clusters Score -3580058 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3580204.250000 Penalty: 3425.856201
	Iteration 27Q: 3 clusters Score -3580204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3580353.750000 Penalty: 3425.856201
	Iteration 28Q: 3 clusters Score -3580354 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3580479.750000 Penalty: 3425.856201
	Iteration 29Q: 3 clusters Score -3580480 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3580584.000000 Penalty: 3425.856201
	Iteration 30Q: 3 clusters Score -3580584 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3580669.250000 Penalty: 3425.856201
	Iteration 31Q: 3 clusters Score -3580669 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3580704.750000 Penalty: 3425.856201
	Iteration 32Q: 3 clusters Score -3580705 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3580746.000000 Penalty: 3425.856201
	Iteration 33Q: 3 clusters Score -3580746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3580788.500000 Penalty: 3425.856201
	Iteration 34Q: 3 clusters Score -3580788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3580794.000000 Penalty: 3425.856201
	Iteration 35Q: 3 clusters Score -3580794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3580808.750000 Penalty: 3425.856201
	Iteration 36Q: 3 clusters Score -3580809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3580830.500000 Penalty: 3425.856201
	Iteration 37Q: 3 clusters Score -3580830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3580840.000000 Penalty: 3425.856201
	Iteration 38Q: 3 clusters Score -3580840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3580850.000000 Penalty: 3425.856201
	Iteration 39Q: 3 clusters Score -3580850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3580860.750000 Penalty: 3425.856201
	Iteration 40F: 3 clusters Score -3580861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3580866.750000 Penalty: 3425.856201
	Iteration 41Q: 3 clusters Score -3580867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3580865.500000 Penalty: 3425.856201
	Iteration 42Q: 3 clusters Score -3580866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3580861.750000 Penalty: 3425.856201
	Iteration 43Q: 3 clusters Score -3580862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3580866.750000 Penalty: 3425.856201
	Iteration 44Q: 3 clusters Score -3580867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3580865.750000 Penalty: 3425.856201
	Iteration 45Q: 3 clusters Score -3580866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3580864.500000 Penalty: 3425.856201
	Iteration 46Q: 3 clusters Score -3580864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3580865.250000 Penalty: 3425.856201
	Iteration 47Q: 3 clusters Score -3580865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3580870.250000 Penalty: 3425.856201
	Iteration 48Q: 3 clusters Score -3580870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3580866.250000 Penalty: 3425.856201
	Iteration 49Q: 3 clusters Score -3580866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3580867.000000 Penalty: 3425.856201
	Iteration 50Q: 3 clusters Score -3580867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3580867.000000 Penalty: 3425.856201
	Iteration 51Q: 3 clusters Score -3580867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3580867.000000 Penalty: 3425.856201
	Iteration 52Q: 3 clusters Score -3580867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3580866.500000 Penalty: 3425.856201
	Iteration 53Q: 3 clusters Score -3580866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3580866.500000 Penalty: 3425.856201
	Iteration 54F: 3 clusters Score -3580866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 195433 members 
Mstep: Class 31 contains 3671 members 
Entering Unmasked Estep 
Score: -153802240.000000 Penalty: 71755.125000
Splitting cluster 15 changes total score from -153739584.000000 to -153802240.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (16526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Entering Unmasked Estep 
Score: -1691025.625000 Penalty: 1578.312134
	Iteration 0F: 2 clusters Score -1691026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1679644.500000 Penalty: 3156.624268
	Iteration 0F: 3 clusters Score -1679644 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1684425.375000 Penalty: 3156.624268
	Iteration 1F: 3 clusters Score -1684425 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1686397.250000 Penalty: 3156.624268
	Iteration 2F: 3 clusters Score -1686397 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1689834.000000 Penalty: 3156.624268
	Iteration 3F: 3 clusters Score -1689834 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1695466.125000 Penalty: 3156.624268
	Iteration 4F: 3 clusters Score -1695466 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1700031.125000 Penalty: 3156.624268
	Iteration 5F: 3 clusters Score -1700031 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1702703.625000 Penalty: 3156.624268
	Iteration 6F: 3 clusters Score -1702704 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1704195.375000 Penalty: 3156.624268
	Iteration 7Q: 3 clusters Score -1704195 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1705245.500000 Penalty: 3156.624268
	Iteration 8Q: 3 clusters Score -1705246 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1705846.125000 Penalty: 3156.624268
	Iteration 9Q: 3 clusters Score -1705846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1706090.625000 Penalty: 3156.624268
	Iteration 10Q: 3 clusters Score -1706091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1706180.375000 Penalty: 3156.624268
	Iteration 11Q: 3 clusters Score -1706180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1706212.125000 Penalty: 3156.624268
	Iteration 12Q: 3 clusters Score -1706212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1706247.125000 Penalty: 3156.624268
	Iteration 13Q: 3 clusters Score -1706247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1706256.375000 Penalty: 3156.624268
	Iteration 14Q: 3 clusters Score -1706256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1706261.000000 Penalty: 3156.624268
	Iteration 15Q: 3 clusters Score -1706261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1706266.500000 Penalty: 3156.624268
	Iteration 16Q: 3 clusters Score -1706266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1706268.250000 Penalty: 3156.624268
	Iteration 17Q: 3 clusters Score -1706268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1706268.750000 Penalty: 3156.624268
	Iteration 18Q: 3 clusters Score -1706269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1706265.625000 Penalty: 3156.624268
	Iteration 19Q: 3 clusters Score -1706266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1706268.250000 Penalty: 3156.624268
	Iteration 20F: 3 clusters Score -1706268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1706271.750000 Penalty: 3156.624268
	Iteration 21Q: 3 clusters Score -1706272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1706269.375000 Penalty: 3156.624268
	Iteration 22Q: 3 clusters Score -1706269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1706270.750000 Penalty: 3156.624268
	Iteration 23Q: 3 clusters Score -1706271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1706272.250000 Penalty: 3156.624268
	Iteration 24Q: 3 clusters Score -1706272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1706271.500000 Penalty: 3156.624268
	Iteration 25Q: 3 clusters Score -1706272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1706273.000000 Penalty: 3156.624268
	Iteration 26Q: 3 clusters Score -1706273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1706273.125000 Penalty: 3156.624268
	Iteration 27Q: 3 clusters Score -1706273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1706273.125000 Penalty: 3156.624268
	Iteration 28F: 3 clusters Score -1706273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 131452 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 195433 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 7176 members 
Entering Unmasked Estep 
Score: -153815536.000000 Penalty: 74069.804688
Splitting cluster 16 changes total score from -153739584.000000 to -153815536.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (131452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131452 members 
Entering Unmasked Estep 
Score: -13640520.000000 Penalty: 1915.289551
	Iteration 0F: 2 clusters Score -1.364052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -13552634.000000 Penalty: 3830.579102
	Iteration 0F: 3 clusters Score -1.355263e+07 nChanged 63244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -13590313.000000 Penalty: 3830.579102
	Iteration 1F: 3 clusters Score -1.359031e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -13592329.000000 Penalty: 3830.579102
	Iteration 2Q: 3 clusters Score -1.359233e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -13595494.000000 Penalty: 3830.579102
	Iteration 3Q: 3 clusters Score -1.359549e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -13600659.000000 Penalty: 3830.579102
	Iteration 4F: 3 clusters Score -1.360066e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -13608687.000000 Penalty: 3830.579102
	Iteration 5F: 3 clusters Score -1.360869e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -13619395.000000 Penalty: 3830.579102
	Iteration 6F: 3 clusters Score -1.36194e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -13629957.000000 Penalty: 3830.579102
	Iteration 7F: 3 clusters Score -1.362996e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -13636331.000000 Penalty: 3830.579102
	Iteration 8Q: 3 clusters Score -1.363633e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -13638523.000000 Penalty: 3830.579102
	Iteration 9Q: 3 clusters Score -1.363852e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -13639331.000000 Penalty: 3830.579102
	Iteration 10Q: 3 clusters Score -1.363933e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 110511 members 
Entering Unmasked Estep 
Score: -13639752.000000 Penalty: 3830.579102
	Iteration 11Q: 3 clusters Score -1.363975e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -13639977.000000 Penalty: 3830.579102
	Iteration 12Q: 3 clusters Score -1.363998e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 111912 members 
Entering Unmasked Estep 
Score: -13640162.000000 Penalty: 3830.579102
	Iteration 13Q: 3 clusters Score -1.364016e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -13640293.000000 Penalty: 3830.579102
	Iteration 14Q: 3 clusters Score -1.364029e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -13640447.000000 Penalty: 3830.579102
	Iteration 15Q: 3 clusters Score -1.364045e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -13640591.000000 Penalty: 3830.579102
	Iteration 16Q: 3 clusters Score -1.364059e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -13640732.000000 Penalty: 3830.579102
	Iteration 17Q: 3 clusters Score -1.364073e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 114716 members 
Entering Unmasked Estep 
Score: -13640933.000000 Penalty: 3830.579102
	Iteration 18Q: 3 clusters Score -1.364093e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -13641099.000000 Penalty: 3830.579102
	Iteration 19Q: 3 clusters Score -1.36411e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -13641234.000000 Penalty: 3830.579102
	Iteration 20F: 3 clusters Score -1.364123e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -13641346.000000 Penalty: 3830.579102
	Iteration 21Q: 3 clusters Score -1.364135e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -13641454.000000 Penalty: 3830.579102
	Iteration 22Q: 3 clusters Score -1.364145e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -13641573.000000 Penalty: 3830.579102
	Iteration 23Q: 3 clusters Score -1.364157e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -13641613.000000 Penalty: 3830.579102
	Iteration 24Q: 3 clusters Score -1.364161e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 117336 members 
Entering Unmasked Estep 
Score: -13641690.000000 Penalty: 3830.579102
	Iteration 25Q: 3 clusters Score -1.364169e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -13641724.000000 Penalty: 3830.579102
	Iteration 26Q: 3 clusters Score -1.364172e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -13641777.000000 Penalty: 3830.579102
	Iteration 27Q: 3 clusters Score -1.364178e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -13641833.000000 Penalty: 3830.579102
	Iteration 28Q: 3 clusters Score -1.364183e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -13641864.000000 Penalty: 3830.579102
	Iteration 29Q: 3 clusters Score -1.364186e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -13641855.000000 Penalty: 3830.579102
	Iteration 30Q: 3 clusters Score -1.364186e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -13641863.000000 Penalty: 3830.579102
	Iteration 31Q: 3 clusters Score -1.364186e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -13641838.000000 Penalty: 3830.579102
	Iteration 32Q: 3 clusters Score -1.364184e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 118584 members 
Entering Unmasked Estep 
Score: -13641840.000000 Penalty: 3830.579102
	Iteration 33Q: 3 clusters Score -1.364184e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -13641834.000000 Penalty: 3830.579102
	Iteration 34Q: 3 clusters Score -1.364183e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -13641833.000000 Penalty: 3830.579102
	Iteration 35Q: 3 clusters Score -1.364183e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -13641827.000000 Penalty: 3830.579102
	Iteration 36Q: 3 clusters Score -1.364183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -13641831.000000 Penalty: 3830.579102
	Iteration 37Q: 3 clusters Score -1.364183e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -13641830.000000 Penalty: 3830.579102
	Iteration 38Q: 3 clusters Score -1.364183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 118903 members 
Entering Unmasked Estep 
Score: -13641839.000000 Penalty: 3830.579102
	Iteration 39Q: 3 clusters Score -1.364184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -13641845.000000 Penalty: 3830.579102
	Iteration 40F: 3 clusters Score -1.364184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -13641838.000000 Penalty: 3830.579102
	Iteration 41Q: 3 clusters Score -1.364184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -13641849.000000 Penalty: 3830.579102
	Iteration 42Q: 3 clusters Score -1.364185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -13641835.000000 Penalty: 3830.579102
	Iteration 43Q: 3 clusters Score -1.364184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 119006 members 
Entering Unmasked Estep 
Score: -13641837.000000 Penalty: 3830.579102
	Iteration 44Q: 3 clusters Score -1.364184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -13641860.000000 Penalty: 3830.579102
	Iteration 45Q: 3 clusters Score -1.364186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 119048 members 
Entering Unmasked Estep 
Score: -13641853.000000 Penalty: 3830.579102
	Iteration 46Q: 3 clusters Score -1.364185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -13641862.000000 Penalty: 3830.579102
	Iteration 47Q: 3 clusters Score -1.364186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -13641855.000000 Penalty: 3830.579102
	Iteration 48Q: 3 clusters Score -1.364186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -13641856.000000 Penalty: 3830.579102
	Iteration 49Q: 3 clusters Score -1.364186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -13641868.000000 Penalty: 3830.579102
	Iteration 50Q: 3 clusters Score -1.364187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -13641875.000000 Penalty: 3830.579102
	Iteration 51Q: 3 clusters Score -1.364188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 119090 members 
Entering Unmasked Estep 
Score: -13641869.000000 Penalty: 3830.579102
	Iteration 52Q: 3 clusters Score -1.364187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -13641869.000000 Penalty: 3830.579102
	Iteration 53Q: 3 clusters Score -1.364187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 119095 members 
Entering Unmasked Estep 
Score: -13641864.000000 Penalty: 3830.579102
	Iteration 54Q: 3 clusters Score -1.364186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 119098 members 
Entering Unmasked Estep 
Score: -13641870.000000 Penalty: 3830.579102
	Iteration 55Q: 3 clusters Score -1.364187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -13641875.000000 Penalty: 3830.579102
	Iteration 56Q: 3 clusters Score -1.364188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -13641875.000000 Penalty: 3830.579102
	Iteration 57Q: 3 clusters Score -1.364188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 119105 members 
Entering Unmasked Estep 
Score: -13641877.000000 Penalty: 3830.579102
	Iteration 58Q: 3 clusters Score -1.364188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -13641868.000000 Penalty: 3830.579102
	Iteration 59Q: 3 clusters Score -1.364187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 119110 members 
Entering Unmasked Estep 
Score: -13641860.000000 Penalty: 3830.579102
	Iteration 60F: 3 clusters Score -1.364186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 119114 members 
Entering Unmasked Estep 
Score: -13641870.000000 Penalty: 3830.579102
	Iteration 61Q: 3 clusters Score -1.364187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -13641882.000000 Penalty: 3830.579102
	Iteration 62Q: 3 clusters Score -1.364188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -13641891.000000 Penalty: 3830.579102
	Iteration 63Q: 3 clusters Score -1.364189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 119124 members 
Entering Unmasked Estep 
Score: -13641883.000000 Penalty: 3830.579102
	Iteration 64Q: 3 clusters Score -1.364188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -13641887.000000 Penalty: 3830.579102
	Iteration 65Q: 3 clusters Score -1.364189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 119129 members 
Entering Unmasked Estep 
Score: -13641880.000000 Penalty: 3830.579102
	Iteration 66Q: 3 clusters Score -1.364188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 119136 members 
Entering Unmasked Estep 
Score: -13641877.000000 Penalty: 3830.579102
	Iteration 67Q: 3 clusters Score -1.364188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -13641865.000000 Penalty: 3830.579102
	Iteration 68Q: 3 clusters Score -1.364186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
Score: -13641857.000000 Penalty: 3830.579102
	Iteration 69Q: 3 clusters Score -1.364186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 119148 members 
Entering Unmasked Estep 
Score: -13641861.000000 Penalty: 3830.579102
	Iteration 70Q: 3 clusters Score -1.364186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -13641863.000000 Penalty: 3830.579102
	Iteration 71Q: 3 clusters Score -1.364186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 119151 members 
Entering Unmasked Estep 
Score: -13641853.000000 Penalty: 3830.579102
	Iteration 72Q: 3 clusters Score -1.364185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 119154 members 
Entering Unmasked Estep 
Score: -13641856.000000 Penalty: 3830.579102
	Iteration 73Q: 3 clusters Score -1.364186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -13641860.000000 Penalty: 3830.579102
	Iteration 74Q: 3 clusters Score -1.364186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -13641865.000000 Penalty: 3830.579102
	Iteration 75Q: 3 clusters Score -1.364186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -13641864.000000 Penalty: 3830.579102
	Iteration 76Q: 3 clusters Score -1.364186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 119168 members 
Entering Unmasked Estep 
Score: -13641862.000000 Penalty: 3830.579102
	Iteration 77Q: 3 clusters Score -1.364186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 119171 members 
Entering Unmasked Estep 
Score: -13641868.000000 Penalty: 3830.579102
	Iteration 78Q: 3 clusters Score -1.364187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 119171 members 
Entering Unmasked Estep 
Score: -13641868.000000 Penalty: 3830.579102
	Iteration 79F: 3 clusters Score -1.364187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 12281 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 195433 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 7176 members 
Mstep: Class 33 contains 119171 members 
Entering Unmasked Estep 
Score: -153816896.000000 Penalty: 76384.484375
Splitting cluster 17 changes total score from -153739584.000000 to -153816896.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (15473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Entering Unmasked Estep 
Score: -1380649.125000 Penalty: 1567.613403
	Iteration 0F: 2 clusters Score -1380649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1370214.000000 Penalty: 3135.226807
	Iteration 0F: 3 clusters Score -1370214 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1376931.750000 Penalty: 3135.226807
	Iteration 1F: 3 clusters Score -1376932 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1380489.625000 Penalty: 3135.226807
	Iteration 2F: 3 clusters Score -1380490 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1382517.750000 Penalty: 3135.226807
	Iteration 3F: 3 clusters Score -1382518 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1383677.625000 Penalty: 3135.226807
	Iteration 4F: 3 clusters Score -1383678 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1384651.500000 Penalty: 3135.226807
	Iteration 5F: 3 clusters Score -1384652 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1385442.875000 Penalty: 3135.226807
	Iteration 6Q: 3 clusters Score -1385443 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1386170.000000 Penalty: 3135.226807
	Iteration 7Q: 3 clusters Score -1386170 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1386610.875000 Penalty: 3135.226807
	Iteration 8Q: 3 clusters Score -1386611 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1386998.625000 Penalty: 3135.226807
	Iteration 9Q: 3 clusters Score -1386999 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1387238.750000 Penalty: 3135.226807
	Iteration 10Q: 3 clusters Score -1387239 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1387440.250000 Penalty: 3135.226807
	Iteration 11Q: 3 clusters Score -1387440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1387648.625000 Penalty: 3135.226807
	Iteration 12Q: 3 clusters Score -1387649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1387760.125000 Penalty: 3135.226807
	Iteration 13Q: 3 clusters Score -1387760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1387805.875000 Penalty: 3135.226807
	Iteration 14Q: 3 clusters Score -1387806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1387814.000000 Penalty: 3135.226807
	Iteration 15Q: 3 clusters Score -1387814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1387824.500000 Penalty: 3135.226807
	Iteration 16Q: 3 clusters Score -1387824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1387831.625000 Penalty: 3135.226807
	Iteration 17Q: 3 clusters Score -1387832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1387832.750000 Penalty: 3135.226807
	Iteration 18Q: 3 clusters Score -1387833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1387834.750000 Penalty: 3135.226807
	Iteration 19Q: 3 clusters Score -1387835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1387844.375000 Penalty: 3135.226807
	Iteration 20F: 3 clusters Score -1387844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1387849.750000 Penalty: 3135.226807
	Iteration 21Q: 3 clusters Score -1387850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1387853.125000 Penalty: 3135.226807
	Iteration 22Q: 3 clusters Score -1387853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1387856.750000 Penalty: 3135.226807
	Iteration 23Q: 3 clusters Score -1387857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1387856.625000 Penalty: 3135.226807
	Iteration 24Q: 3 clusters Score -1387857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1387859.500000 Penalty: 3135.226807
	Iteration 25Q: 3 clusters Score -1387860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1387859.500000 Penalty: 3135.226807
	Iteration 26F: 3 clusters Score -1387860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 12281 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 108521 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 195433 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 7176 members 
Mstep: Class 33 contains 119171 members 
Mstep: Class 34 contains 13139 members 
Entering Unmasked Estep 
Score: -153823968.000000 Penalty: 78699.164062
Splitting cluster 18 changes total score from -153739584.000000 to -153823968.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (108521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Entering Unmasked Estep 
Score: -11257063.000000 Penalty: 1884.138550
	Iteration 0F: 2 clusters Score -1.125706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -11184338.000000 Penalty: 3768.277100
	Iteration 0F: 3 clusters Score -1.118434e+07 nChanged 52222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -11216582.000000 Penalty: 3768.277100
	Iteration 1F: 3 clusters Score -1.121658e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -11220017.000000 Penalty: 3768.277100
	Iteration 2F: 3 clusters Score -1.122002e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -11224941.000000 Penalty: 3768.277100
	Iteration 3F: 3 clusters Score -1.122494e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -11231438.000000 Penalty: 3768.277100
	Iteration 4F: 3 clusters Score -1.123144e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -11238804.000000 Penalty: 3768.277100
	Iteration 5F: 3 clusters Score -1.12388e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -11245466.000000 Penalty: 3768.277100
	Iteration 6F: 3 clusters Score -1.124547e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -11250347.000000 Penalty: 3768.277100
	Iteration 7F: 3 clusters Score -1.125035e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -11252982.000000 Penalty: 3768.277100
	Iteration 8Q: 3 clusters Score -1.125298e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -11254385.000000 Penalty: 3768.277100
	Iteration 9Q: 3 clusters Score -1.125438e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -11255231.000000 Penalty: 3768.277100
	Iteration 10Q: 3 clusters Score -1.125523e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -11255972.000000 Penalty: 3768.277100
	Iteration 11Q: 3 clusters Score -1.125597e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -11256744.000000 Penalty: 3768.277100
	Iteration 12Q: 3 clusters Score -1.125674e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -11257644.000000 Penalty: 3768.277100
	Iteration 13Q: 3 clusters Score -1.125764e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -11258705.000000 Penalty: 3768.277100
	Iteration 14Q: 3 clusters Score -1.12587e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -11259651.000000 Penalty: 3768.277100
	Iteration 15Q: 3 clusters Score -1.125965e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -11260479.000000 Penalty: 3768.277100
	Iteration 16Q: 3 clusters Score -1.126048e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -11261233.000000 Penalty: 3768.277100
	Iteration 17Q: 3 clusters Score -1.126123e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -11261860.000000 Penalty: 3768.277100
	Iteration 18Q: 3 clusters Score -1.126186e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -11262281.000000 Penalty: 3768.277100
	Iteration 19Q: 3 clusters Score -1.126228e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -11262622.000000 Penalty: 3768.277100
	Iteration 20F: 3 clusters Score -1.126262e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -11262851.000000 Penalty: 3768.277100
	Iteration 21Q: 3 clusters Score -1.126285e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -11262999.000000 Penalty: 3768.277100
	Iteration 22Q: 3 clusters Score -1.1263e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -11263132.000000 Penalty: 3768.277100
	Iteration 23Q: 3 clusters Score -1.126313e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -11263208.000000 Penalty: 3768.277100
	Iteration 24Q: 3 clusters Score -1.126321e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -11263245.000000 Penalty: 3768.277100
	Iteration 25Q: 3 clusters Score -1.126324e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -11263313.000000 Penalty: 3768.277100
	Iteration 26Q: 3 clusters Score -1.126331e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -11263354.000000 Penalty: 3768.277100
	Iteration 27Q: 3 clusters Score -1.126335e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -11263364.000000 Penalty: 3768.277100
	Iteration 28Q: 3 clusters Score -1.126336e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -11263392.000000 Penalty: 3768.277100
	Iteration 29Q: 3 clusters Score -1.126339e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -11263383.000000 Penalty: 3768.277100
	Iteration 30Q: 3 clusters Score -1.126338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -11263383.000000 Penalty: 3768.277100
	Iteration 31Q: 3 clusters Score -1.126338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -11263377.000000 Penalty: 3768.277100
	Iteration 32Q: 3 clusters Score -1.126338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -11263391.000000 Penalty: 3768.277100
	Iteration 33Q: 3 clusters Score -1.126339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -11263397.000000 Penalty: 3768.277100
	Iteration 34Q: 3 clusters Score -1.12634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -11263388.000000 Penalty: 3768.277100
	Iteration 35Q: 3 clusters Score -1.126339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -11263379.000000 Penalty: 3768.277100
	Iteration 36Q: 3 clusters Score -1.126338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -11263378.000000 Penalty: 3768.277100
	Iteration 37Q: 3 clusters Score -1.126338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -11263370.000000 Penalty: 3768.277100
	Iteration 38Q: 3 clusters Score -1.126337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -11263369.000000 Penalty: 3768.277100
	Iteration 39Q: 3 clusters Score -1.126337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -11263368.000000 Penalty: 3768.277100
	Iteration 40F: 3 clusters Score -1.126337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -11263365.000000 Penalty: 3768.277100
	Iteration 41Q: 3 clusters Score -1.126336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -11263366.000000 Penalty: 3768.277100
	Iteration 42Q: 3 clusters Score -1.126337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -11263365.000000 Penalty: 3768.277100
	Iteration 43Q: 3 clusters Score -1.126336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -11263365.000000 Penalty: 3768.277100
	Iteration 44F: 3 clusters Score -1.126336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 147424 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 12281 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 83287 members 
Mstep: Class 20 contains 175814 members 
Mstep: Class 21 contains 192337 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 17916 members 
Mstep: Class 24 contains 25226 members 
Mstep: Class 25 contains 19947 members 
Mstep: Class 26 contains 6307 members 
Mstep: Class 27 contains 3599 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 195433 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 7176 members 
Mstep: Class 33 contains 119171 members 
Mstep: Class 34 contains 13139 members 
Mstep: Class 35 contains 25234 members 
Entering Unmasked Estep 
Score: -153833536.000000 Penalty: 81013.851562
Splitting cluster 19 changes total score from -153739584.000000 to -153833536.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (175814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Entering Unmasked Estep 
Score: -18344060.000000 Penalty: 1962.541992
	Iteration 0F: 2 clusters Score -1.834406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -18229876.000000 Penalty: 3925.083984
	Iteration 0F: 3 clusters Score -1.822988e+07 nChanged 85155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -18281714.000000 Penalty: 3925.083984
	Iteration 1F: 3 clusters Score -1.828171e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -18283872.000000 Penalty: 3925.083984
	Iteration 2Q: 3 clusters Score -1.828387e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -18286480.000000 Penalty: 3925.083984
	Iteration 3Q: 3 clusters Score -1.828648e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -18290136.000000 Penalty: 3925.083984
	Iteration 4Q: 3 clusters Score -1.829014e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -18295262.000000 Penalty: 3925.083984
	Iteration 5F: 3 clusters Score -1.829526e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -18302282.000000 Penalty: 3925.083984
	Iteration 6F: 3 clusters Score -1.830228e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133781 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -18311492.000000 Penalty: 3925.083984
	Iteration 7F: 3 clusters Score -1.831149e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -18321252.000000 Penalty: 3925.083984
	Iteration 8F: 3 clusters Score -1.832125e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -18329962.000000 Penalty: 3925.083984
	Iteration 9F: 3 clusters Score -1.832996e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -18336186.000000 Penalty: 3925.083984
	Iteration 10Q: 3 clusters Score -1.833619e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -18339882.000000 Penalty: 3925.083984
	Iteration 11Q: 3 clusters Score -1.833988e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -18341558.000000 Penalty: 3925.083984
	Iteration 12Q: 3 clusters Score -1.834156e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174598 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18342034.000000 Penalty: 3925.083984
	Iteration 13Q: 3 clusters Score -1.834203e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18342160.000000 Penalty: 3925.083984
	Iteration 14Q: 3 clusters Score -1.834216e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175383 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18342226.000000 Penalty: 3925.083984
	Iteration 15Q: 3 clusters Score -1.834223e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18342298.000000 Penalty: 3925.083984
	Iteration 16Q: 3 clusters Score -1.83423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175515 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18342312.000000 Penalty: 3925.083984
	Iteration 17Q: 3 clusters Score -1.834231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175536 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18342334.000000 Penalty: 3925.083984
	Iteration 18Q: 3 clusters Score -1.834233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175542 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18342358.000000 Penalty: 3925.083984
	Iteration 19Q: 3 clusters Score -1.834236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18342356.000000 Penalty: 3925.083984
	Iteration 20F: 3 clusters Score -1.834236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18342368.000000 Penalty: 3925.083984
	Iteration 21Q: 3 clusters Score -1.834237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18342352.000000 Penalty: 3925.083984
	Iteration 22Q: 3 clusters Score -1.834235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18342374.000000 Penalty: 3925.083984
	Iteration 23Q: 3 clusters Score -1.834237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18342380.000000 Penalty: 3925.083984
	Iteration 24Q: 3 clusters Score -1.834238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18342394.000000 Penalty: 3925.083984
	Iteration 25Q: 3 clusters Score -1.834239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18342394.000000 Penalty: 3925.083984
	Iteration 26Q: 3 clusters Score -1.834239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18342400.000000 Penalty: 3925.083984
	Iteration 27Q: 3 clusters Score -1.83424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18342410.000000 Penalty: 3925.083984
	Iteration 28Q: 3 clusters Score -1.834241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18342404.000000 Penalty: 3925.083984
	Iteration 29Q: 3 clusters Score -1.83424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18342404.000000 Penalty: 3925.083984
	Iteration 30F: 3 clusters Score -1.83424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 8 contains 195013 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 54595 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 12281 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 83287 members 
Mstep: Class 20 contains 175814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153861232.000000 Penalty: 81013.851562
Iteration 39Q: 36 clusters Score -1.538612e+08 nChanged 50511
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 31096 members 
Mstep: Class 4 contains 45267 members 
Mstep: Class 5 contains 7612 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 147245 members 
Mstep: Class 8 contains 193329 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 56550 members 
Mstep: Class 12 contains 31971 members 
Mstep: Class 13 contains 10100 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 35823 members 
Mstep: Class 16 contains 10719 members 
Mstep: Class 17 contains 12272 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 84154 members 
Mstep: Class 20 contains 176974 members 
Mstep: Class 21 contains 190814 members 
Mstep: Class 22 contains 8518 members 
Mstep: Class 23 contains 15580 members 
Mstep: Class 24 contains 25715 members 
Mstep: Class 25 contains 19341 members 
Mstep: Class 26 contains 5813 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 16796 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 189314 members 
Mstep: Class 31 contains 4481 members 
Mstep: Class 32 contains 7497 members 
Mstep: Class 33 contains 117093 members 
Mstep: Class 34 contains 13022 members 
Mstep: Class 35 contains 24540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153886240.000000 Penalty: 81013.851562
Iteration 40F: 36 clusters Score -1.538862e+08 nChanged 37540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 30669 members 
Mstep: Class 4 contains 45010 members 
Mstep: Class 5 contains 7809 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 147114 members 
Mstep: Class 8 contains 191112 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 11 contains 57188 members 
Mstep: Class 12 contains 34387 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 35030 members 
Mstep: Class 16 contains 11543 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 2281 members 
Mstep: Class 19 contains 83376 members 
Mstep: Class 20 contains 177350 members 
Mstep: Class 21 contains 191452 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 14351 members 
Mstep: Class 24 contains 26349 members 
Mstep: Class 25 contains 19120 members 
Mstep: Class 26 contains 5699 members 
Mstep: Class 27 contains 3843 members 
Mstep: Class 28 contains 16867 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 186239 members 
Mstep: Class 31 contains 5590 members 
Mstep: Class 32 contains 7727 members 
Mstep: Class 33 contains 115588 members 
Mstep: Class 34 contains 13656 members 
Mstep: Class 35 contains 25300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153898112.000000 Penalty: 81013.851562
Iteration 41Q: 36 clusters Score -1.538981e+08 nChanged 24827
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 30403 members 
Mstep: Class 4 contains 44980 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 7 contains 147016 members 
Mstep: Class 8 contains 189650 members 
Mstep: Class 9 contains 6600 members 
Mstep: Class 10 contains 9193 members 
Mstep: Class 11 contains 57620 members 
Mstep: Class 12 contains 36204 members 
Mstep: Class 13 contains 9458 members 
Mstep: Class 14 contains 6307 members 
Mstep: Class 15 contains 34707 members 
Mstep: Class 16 contains 12251 members 
Mstep: Class 17 contains 12582 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 82648 members 
Mstep: Class 20 contains 178422 members 
Mstep: Class 21 contains 191492 members 
Mstep: Class 22 contains 9336 members 
Mstep: Class 23 contains 13394 members 
Mstep: Class 24 contains 26917 members 
Mstep: Class 25 contains 18777 members 
Mstep: Class 26 contains 5621 members 
Mstep: Class 27 contains 4078 members 
Mstep: Class 28 contains 16961 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 182867 members 
Mstep: Class 31 contains 6438 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 113956 members 
Mstep: Class 34 contains 14003 members 
Mstep: Class 35 contains 25857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153905088.000000 Penalty: 81013.851562
Iteration 42Q: 36 clusters Score -1.539051e+08 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9939 members 
Mstep: Class 3 contains 30229 members 
Mstep: Class 4 contains 44982 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 146839 members 
Mstep: Class 8 contains 188680 members 
Mstep: Class 9 contains 7015 members 
Mstep: Class 10 contains 9037 members 
Mstep: Class 11 contains 57978 members 
Mstep: Class 12 contains 37731 members 
Mstep: Class 13 contains 9461 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 34480 members 
Mstep: Class 16 contains 12842 members 
Mstep: Class 17 contains 12920 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 82046 members 
Mstep: Class 20 contains 179722 members 
Mstep: Class 21 contains 191185 members 
Mstep: Class 22 contains 9645 members 
Mstep: Class 23 contains 12698 members 
Mstep: Class 24 contains 27470 members 
Mstep: Class 25 contains 18465 members 
Mstep: Class 26 contains 5558 members 
Mstep: Class 27 contains 4283 members 
Mstep: Class 28 contains 17050 members 
Mstep: Class 29 contains 3324 members 
Mstep: Class 30 contains 179590 members 
Mstep: Class 31 contains 7108 members 
Mstep: Class 32 contains 8117 members 
Mstep: Class 33 contains 112393 members 
Mstep: Class 34 contains 14183 members 
Mstep: Class 35 contains 26327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153909136.000000 Penalty: 81013.851562
Iteration 43Q: 36 clusters Score -1.539091e+08 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10084 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 45031 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 146547 members 
Mstep: Class 8 contains 188033 members 
Mstep: Class 9 contains 7375 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 58241 members 
Mstep: Class 12 contains 38969 members 
Mstep: Class 13 contains 9512 members 
Mstep: Class 14 contains 6637 members 
Mstep: Class 15 contains 34357 members 
Mstep: Class 16 contains 13369 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 81535 members 
Mstep: Class 20 contains 181156 members 
Mstep: Class 21 contains 190827 members 
Mstep: Class 22 contains 9935 members 
Mstep: Class 23 contains 12201 members 
Mstep: Class 24 contains 27982 members 
Mstep: Class 25 contains 18166 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 4477 members 
Mstep: Class 28 contains 17127 members 
Mstep: Class 29 contains 3479 members 
Mstep: Class 30 contains 176419 members 
Mstep: Class 31 contains 7656 members 
Mstep: Class 32 contains 8316 members 
Mstep: Class 33 contains 110979 members 
Mstep: Class 34 contains 14198 members 
Mstep: Class 35 contains 26719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153911872.000000 Penalty: 81013.851562
Iteration 44Q: 36 clusters Score -1.539119e+08 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 30071 members 
Mstep: Class 4 contains 45076 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 146193 members 
Mstep: Class 8 contains 187496 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 58502 members 
Mstep: Class 12 contains 39980 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 34254 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 2188 members 
Mstep: Class 19 contains 81119 members 
Mstep: Class 20 contains 182458 members 
Mstep: Class 21 contains 190414 members 
Mstep: Class 22 contains 10206 members 
Mstep: Class 23 contains 11810 members 
Mstep: Class 24 contains 28429 members 
Mstep: Class 25 contains 17907 members 
Mstep: Class 26 contains 5405 members 
Mstep: Class 27 contains 4656 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 3644 members 
Mstep: Class 30 contains 173741 members 
Mstep: Class 31 contains 8091 members 
Mstep: Class 32 contains 8573 members 
Mstep: Class 33 contains 109638 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 27037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153914976.000000 Penalty: 81013.851562
Iteration 45Q: 36 clusters Score -1.53915e+08 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 30043 members 
Mstep: Class 4 contains 45131 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 145780 members 
Mstep: Class 8 contains 186980 members 
Mstep: Class 9 contains 8050 members 
Mstep: Class 10 contains 8618 members 
Mstep: Class 11 contains 58697 members 
Mstep: Class 12 contains 40852 members 
Mstep: Class 13 contains 9655 members 
Mstep: Class 14 contains 6930 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 16 contains 14164 members 
Mstep: Class 17 contains 14218 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 80773 members 
Mstep: Class 20 contains 183755 members 
Mstep: Class 21 contains 190006 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 11536 members 
Mstep: Class 24 contains 28767 members 
Mstep: Class 25 contains 17656 members 
Mstep: Class 26 contains 5344 members 
Mstep: Class 27 contains 4815 members 
Mstep: Class 28 contains 17222 members 
Mstep: Class 29 contains 3740 members 
Mstep: Class 30 contains 171486 members 
Mstep: Class 31 contains 8447 members 
Mstep: Class 32 contains 8838 members 
Mstep: Class 33 contains 108432 members 
Mstep: Class 34 contains 14016 members 
Mstep: Class 35 contains 27295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153917552.000000 Penalty: 81013.851562
Iteration 46Q: 36 clusters Score -1.539176e+08 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 10383 members 
Mstep: Class 3 contains 30042 members 
Mstep: Class 4 contains 45211 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 5685 members 
Mstep: Class 7 contains 145300 members 
Mstep: Class 8 contains 186472 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 58846 members 
Mstep: Class 12 contains 41577 members 
Mstep: Class 13 contains 9735 members 
Mstep: Class 14 contains 7073 members 
Mstep: Class 15 contains 34140 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 14694 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 80488 members 
Mstep: Class 20 contains 184934 members 
Mstep: Class 21 contains 189679 members 
Mstep: Class 22 contains 10610 members 
Mstep: Class 23 contains 11341 members 
Mstep: Class 24 contains 29064 members 
Mstep: Class 25 contains 17464 members 
Mstep: Class 26 contains 5277 members 
Mstep: Class 27 contains 4976 members 
Mstep: Class 28 contains 17254 members 
Mstep: Class 29 contains 3826 members 
Mstep: Class 30 contains 169525 members 
Mstep: Class 31 contains 8743 members 
Mstep: Class 32 contains 9089 members 
Mstep: Class 33 contains 107375 members 
Mstep: Class 34 contains 13865 members 
Mstep: Class 35 contains 27509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153919376.000000 Penalty: 81013.851562
Iteration 47Q: 36 clusters Score -1.539194e+08 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 3 contains 30061 members 
Mstep: Class 4 contains 45265 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 144795 members 
Mstep: Class 8 contains 186021 members 
Mstep: Class 9 contains 8677 members 
Mstep: Class 10 contains 8395 members 
Mstep: Class 11 contains 59005 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 9822 members 
Mstep: Class 14 contains 7205 members 
Mstep: Class 15 contains 34094 members 
Mstep: Class 16 contains 14733 members 
Mstep: Class 17 contains 15140 members 
Mstep: Class 18 contains 2122 members 
Mstep: Class 19 contains 80279 members 
Mstep: Class 20 contains 185954 members 
Mstep: Class 21 contains 189456 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 11176 members 
Mstep: Class 24 contains 29353 members 
Mstep: Class 25 contains 17287 members 
Mstep: Class 26 contains 5207 members 
Mstep: Class 27 contains 5128 members 
Mstep: Class 28 contains 17297 members 
Mstep: Class 29 contains 3898 members 
Mstep: Class 30 contains 167834 members 
Mstep: Class 31 contains 9022 members 
Mstep: Class 32 contains 9326 members 
Mstep: Class 33 contains 106366 members 
Mstep: Class 34 contains 13719 members 
Mstep: Class 35 contains 27681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153920992.000000 Penalty: 81013.851562
Iteration 48Q: 36 clusters Score -1.53921e+08 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 10510 members 
Mstep: Class 3 contains 30143 members 
Mstep: Class 4 contains 45326 members 
Mstep: Class 5 contains 8370 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 144327 members 
Mstep: Class 8 contains 185573 members 
Mstep: Class 9 contains 8914 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 59166 members 
Mstep: Class 12 contains 42627 members 
Mstep: Class 13 contains 9905 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 34039 members 
Mstep: Class 16 contains 14955 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 2120 members 
Mstep: Class 19 contains 80103 members 
Mstep: Class 20 contains 186805 members 
Mstep: Class 21 contains 189332 members 
Mstep: Class 22 contains 10898 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 29645 members 
Mstep: Class 25 contains 17108 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 5252 members 
Mstep: Class 28 contains 17324 members 
Mstep: Class 29 contains 3972 members 
Mstep: Class 30 contains 166300 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 9569 members 
Mstep: Class 33 contains 105436 members 
Mstep: Class 34 contains 13586 members 
Mstep: Class 35 contains 27847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153921600.000000 Penalty: 81013.851562
Iteration 49Q: 36 clusters Score -1.539216e+08 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 30253 members 
Mstep: Class 4 contains 45388 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 6024 members 
Mstep: Class 7 contains 143843 members 
Mstep: Class 8 contains 185090 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 8218 members 
Mstep: Class 11 contains 59336 members 
Mstep: Class 12 contains 42977 members 
Mstep: Class 13 contains 9967 members 
Mstep: Class 14 contains 7474 members 
Mstep: Class 15 contains 33952 members 
Mstep: Class 16 contains 15121 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 2100 members 
Mstep: Class 19 contains 79947 members 
Mstep: Class 20 contains 187453 members 
Mstep: Class 21 contains 189307 members 
Mstep: Class 22 contains 11001 members 
Mstep: Class 23 contains 10977 members 
Mstep: Class 24 contains 29889 members 
Mstep: Class 25 contains 16954 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 5355 members 
Mstep: Class 28 contains 17374 members 
Mstep: Class 29 contains 4048 members 
Mstep: Class 30 contains 165182 members 
Mstep: Class 31 contains 9457 members 
Mstep: Class 32 contains 9822 members 
Mstep: Class 33 contains 104573 members 
Mstep: Class 34 contains 13473 members 
Mstep: Class 35 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153922448.000000 Penalty: 81013.851562
Iteration 50Q: 36 clusters Score -1.539224e+08 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 10623 members 
Mstep: Class 3 contains 30381 members 
Mstep: Class 4 contains 45450 members 
Mstep: Class 5 contains 8402 members 
Mstep: Class 6 contains 6133 members 
Mstep: Class 7 contains 143477 members 
Mstep: Class 8 contains 184506 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 8151 members 
Mstep: Class 11 contains 59502 members 
Mstep: Class 12 contains 43279 members 
Mstep: Class 13 contains 10039 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 33891 members 
Mstep: Class 16 contains 15237 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 79805 members 
Mstep: Class 20 contains 187931 members 
Mstep: Class 21 contains 189272 members 
Mstep: Class 22 contains 11098 members 
Mstep: Class 23 contains 10914 members 
Mstep: Class 24 contains 30143 members 
Mstep: Class 25 contains 16778 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 5441 members 
Mstep: Class 28 contains 17405 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 164308 members 
Mstep: Class 31 contains 9652 members 
Mstep: Class 32 contains 10080 members 
Mstep: Class 33 contains 103763 members 
Mstep: Class 34 contains 13370 members 
Mstep: Class 35 contains 28113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153925040.000000 Penalty: 81013.851562
Iteration 51Q: 36 clusters Score -1.53925e+08 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 45506 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 143065 members 
Mstep: Class 8 contains 183868 members 
Mstep: Class 9 contains 9455 members 
Mstep: Class 10 contains 8095 members 
Mstep: Class 11 contains 59680 members 
Mstep: Class 12 contains 43514 members 
Mstep: Class 13 contains 10110 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 33847 members 
Mstep: Class 16 contains 15343 members 
Mstep: Class 17 contains 16783 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 79684 members 
Mstep: Class 20 contains 188305 members 
Mstep: Class 21 contains 189315 members 
Mstep: Class 22 contains 11191 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 30368 members 
Mstep: Class 25 contains 16623 members 
Mstep: Class 26 contains 4928 members 
Mstep: Class 27 contains 5517 members 
Mstep: Class 28 contains 17440 members 
Mstep: Class 29 contains 4059 members 
Mstep: Class 30 contains 163622 members 
Mstep: Class 31 contains 9798 members 
Mstep: Class 32 contains 10314 members 
Mstep: Class 33 contains 103032 members 
Mstep: Class 34 contains 13298 members 
Mstep: Class 35 contains 28238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153926688.000000 Penalty: 81013.851562
Iteration 52Q: 36 clusters Score -1.539267e+08 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 30648 members 
Mstep: Class 4 contains 45569 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 142661 members 
Mstep: Class 8 contains 183248 members 
Mstep: Class 9 contains 9619 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 59864 members 
Mstep: Class 12 contains 43701 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 7884 members 
Mstep: Class 15 contains 33803 members 
Mstep: Class 16 contains 15422 members 
Mstep: Class 17 contains 17142 members 
Mstep: Class 18 contains 2087 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 188406 members 
Mstep: Class 21 contains 189385 members 
Mstep: Class 22 contains 11274 members 
Mstep: Class 23 contains 10806 members 
Mstep: Class 24 contains 30572 members 
Mstep: Class 25 contains 16487 members 
Mstep: Class 26 contains 4878 members 
Mstep: Class 27 contains 5598 members 
Mstep: Class 28 contains 17486 members 
Mstep: Class 29 contains 4061 members 
Mstep: Class 30 contains 163162 members 
Mstep: Class 31 contains 9936 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 102415 members 
Mstep: Class 34 contains 13221 members 
Mstep: Class 35 contains 28336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153927520.000000 Penalty: 81013.851562
Iteration 53Q: 36 clusters Score -1.539275e+08 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 10794 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 45643 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 142269 members 
Mstep: Class 8 contains 182558 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 60081 members 
Mstep: Class 12 contains 43854 members 
Mstep: Class 13 contains 10237 members 
Mstep: Class 14 contains 8012 members 
Mstep: Class 15 contains 33768 members 
Mstep: Class 16 contains 15451 members 
Mstep: Class 17 contains 17458 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 79559 members 
Mstep: Class 20 contains 188384 members 
Mstep: Class 21 contains 189494 members 
Mstep: Class 22 contains 11343 members 
Mstep: Class 23 contains 10786 members 
Mstep: Class 24 contains 30799 members 
Mstep: Class 25 contains 16373 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 5684 members 
Mstep: Class 28 contains 17516 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 162831 members 
Mstep: Class 31 contains 10103 members 
Mstep: Class 32 contains 10769 members 
Mstep: Class 33 contains 101843 members 
Mstep: Class 34 contains 13138 members 
Mstep: Class 35 contains 28411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153928048.000000 Penalty: 81013.851562
Iteration 54Q: 36 clusters Score -1.53928e+08 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 10831 members 
Mstep: Class 3 contains 31089 members 
Mstep: Class 4 contains 45699 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 141936 members 
Mstep: Class 8 contains 181878 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 60299 members 
Mstep: Class 12 contains 43952 members 
Mstep: Class 13 contains 10291 members 
Mstep: Class 14 contains 8144 members 
Mstep: Class 15 contains 33762 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 17746 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 79513 members 
Mstep: Class 20 contains 188322 members 
Mstep: Class 21 contains 189560 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 30985 members 
Mstep: Class 25 contains 16235 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 17526 members 
Mstep: Class 29 contains 4078 members 
Mstep: Class 30 contains 162561 members 
Mstep: Class 31 contains 10250 members 
Mstep: Class 32 contains 11016 members 
Mstep: Class 33 contains 101290 members 
Mstep: Class 34 contains 13065 members 
Mstep: Class 35 contains 28492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153929360.000000 Penalty: 81013.851562
Iteration 55Q: 36 clusters Score -1.539294e+08 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 10869 members 
Mstep: Class 3 contains 31373 members 
Mstep: Class 4 contains 45739 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 141658 members 
Mstep: Class 8 contains 181160 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 10 contains 7922 members 
Mstep: Class 11 contains 60566 members 
Mstep: Class 12 contains 44015 members 
Mstep: Class 13 contains 10337 members 
Mstep: Class 14 contains 8260 members 
Mstep: Class 15 contains 33732 members 
Mstep: Class 16 contains 15490 members 
Mstep: Class 17 contains 17982 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 79482 members 
Mstep: Class 20 contains 188025 members 
Mstep: Class 21 contains 189664 members 
Mstep: Class 22 contains 11475 members 
Mstep: Class 23 contains 10766 members 
Mstep: Class 24 contains 31157 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 5827 members 
Mstep: Class 28 contains 17540 members 
Mstep: Class 29 contains 4088 members 
Mstep: Class 30 contains 162470 members 
Mstep: Class 31 contains 10394 members 
Mstep: Class 32 contains 11256 members 
Mstep: Class 33 contains 100819 members 
Mstep: Class 34 contains 13027 members 
Mstep: Class 35 contains 28559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153929808.000000 Penalty: 81013.851562
Iteration 56Q: 36 clusters Score -1.539298e+08 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10908 members 
Mstep: Class 3 contains 31648 members 
Mstep: Class 4 contains 45780 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 141337 members 
Mstep: Class 8 contains 180481 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 7890 members 
Mstep: Class 11 contains 60849 members 
Mstep: Class 12 contains 44032 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 33697 members 
Mstep: Class 16 contains 15524 members 
Mstep: Class 17 contains 18172 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 79469 members 
Mstep: Class 20 contains 187661 members 
Mstep: Class 21 contains 189840 members 
Mstep: Class 22 contains 11536 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 31302 members 
Mstep: Class 25 contains 15969 members 
Mstep: Class 26 contains 4680 members 
Mstep: Class 27 contains 5894 members 
Mstep: Class 28 contains 17544 members 
Mstep: Class 29 contains 4108 members 
Mstep: Class 30 contains 162425 members 
Mstep: Class 31 contains 10534 members 
Mstep: Class 32 contains 11478 members 
Mstep: Class 33 contains 100430 members 
Mstep: Class 34 contains 12996 members 
Mstep: Class 35 contains 28618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153930832.000000 Penalty: 81013.851562
Iteration 57Q: 36 clusters Score -1.539308e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 10947 members 
Mstep: Class 3 contains 31889 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 6521 members 
Mstep: Class 7 contains 141073 members 
Mstep: Class 8 contains 179845 members 
Mstep: Class 9 contains 10279 members 
Mstep: Class 10 contains 7871 members 
Mstep: Class 11 contains 61181 members 
Mstep: Class 12 contains 44015 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 8478 members 
Mstep: Class 15 contains 33635 members 
Mstep: Class 16 contains 15547 members 
Mstep: Class 17 contains 18341 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 79458 members 
Mstep: Class 20 contains 187168 members 
Mstep: Class 21 contains 190038 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 31435 members 
Mstep: Class 25 contains 15830 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 5959 members 
Mstep: Class 28 contains 17560 members 
Mstep: Class 29 contains 4120 members 
Mstep: Class 30 contains 162483 members 
Mstep: Class 31 contains 10650 members 
Mstep: Class 32 contains 11696 members 
Mstep: Class 33 contains 100100 members 
Mstep: Class 34 contains 12974 members 
Mstep: Class 35 contains 28670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153931984.000000 Penalty: 81013.851562
Iteration 58Q: 36 clusters Score -1.53932e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 10963 members 
Mstep: Class 3 contains 32168 members 
Mstep: Class 4 contains 45870 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 140811 members 
Mstep: Class 8 contains 179205 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 7844 members 
Mstep: Class 11 contains 61547 members 
Mstep: Class 12 contains 44024 members 
Mstep: Class 13 contains 10464 members 
Mstep: Class 14 contains 8574 members 
Mstep: Class 15 contains 33573 members 
Mstep: Class 16 contains 15566 members 
Mstep: Class 17 contains 18489 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 79468 members 
Mstep: Class 20 contains 186637 members 
Mstep: Class 21 contains 190254 members 
Mstep: Class 22 contains 11608 members 
Mstep: Class 23 contains 10729 members 
Mstep: Class 24 contains 31564 members 
Mstep: Class 25 contains 15696 members 
Mstep: Class 26 contains 4620 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 17562 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 162504 members 
Mstep: Class 31 contains 10752 members 
Mstep: Class 32 contains 11923 members 
Mstep: Class 33 contains 99805 members 
Mstep: Class 34 contains 12953 members 
Mstep: Class 35 contains 28713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153932480.000000 Penalty: 81013.851562
Iteration 59Q: 36 clusters Score -1.539325e+08 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 32413 members 
Mstep: Class 4 contains 45907 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 6630 members 
Mstep: Class 7 contains 140535 members 
Mstep: Class 8 contains 178647 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 61925 members 
Mstep: Class 12 contains 44022 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 33516 members 
Mstep: Class 16 contains 15599 members 
Mstep: Class 17 contains 18630 members 
Mstep: Class 18 contains 2087 members 
Mstep: Class 19 contains 79468 members 
Mstep: Class 20 contains 186152 members 
Mstep: Class 21 contains 190454 members 
Mstep: Class 22 contains 11639 members 
Mstep: Class 23 contains 10721 members 
Mstep: Class 24 contains 31694 members 
Mstep: Class 25 contains 15573 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 17580 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 162502 members 
Mstep: Class 31 contains 10835 members 
Mstep: Class 32 contains 12139 members 
Mstep: Class 33 contains 99482 members 
Mstep: Class 34 contains 12942 members 
Mstep: Class 35 contains 28754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153934112.000000 Penalty: 81013.851562
Iteration 60F: 36 clusters Score -1.539341e+08 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 32671 members 
Mstep: Class 4 contains 45927 members 
Mstep: Class 5 contains 8405 members 
Mstep: Class 6 contains 6676 members 
Mstep: Class 7 contains 140312 members 
Mstep: Class 8 contains 178145 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 7764 members 
Mstep: Class 11 contains 62344 members 
Mstep: Class 12 contains 44000 members 
Mstep: Class 13 contains 10529 members 
Mstep: Class 14 contains 8730 members 
Mstep: Class 15 contains 33477 members 
Mstep: Class 16 contains 15647 members 
Mstep: Class 17 contains 18779 members 
Mstep: Class 18 contains 2097 members 
Mstep: Class 19 contains 79483 members 
Mstep: Class 20 contains 185657 members 
Mstep: Class 21 contains 190603 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 31793 members 
Mstep: Class 25 contains 15446 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 17580 members 
Mstep: Class 29 contains 4212 members 
Mstep: Class 30 contains 162383 members 
Mstep: Class 31 contains 10894 members 
Mstep: Class 32 contains 12424 members 
Mstep: Class 33 contains 99186 members 
Mstep: Class 34 contains 12851 members 
Mstep: Class 35 contains 28793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153935072.000000 Penalty: 81013.851562
Iteration 61Q: 36 clusters Score -1.539351e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10974 members 
Mstep: Class 3 contains 32941 members 
Mstep: Class 4 contains 45950 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 6721 members 
Mstep: Class 7 contains 140125 members 
Mstep: Class 8 contains 177649 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 62802 members 
Mstep: Class 12 contains 43953 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 8792 members 
Mstep: Class 15 contains 33425 members 
Mstep: Class 16 contains 15699 members 
Mstep: Class 17 contains 18916 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 79520 members 
Mstep: Class 20 contains 185043 members 
Mstep: Class 21 contains 190765 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 10615 members 
Mstep: Class 24 contains 31894 members 
Mstep: Class 25 contains 15337 members 
Mstep: Class 26 contains 4426 members 
Mstep: Class 27 contains 6212 members 
Mstep: Class 28 contains 17576 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 162332 members 
Mstep: Class 31 contains 10948 members 
Mstep: Class 32 contains 12711 members 
Mstep: Class 33 contains 98917 members 
Mstep: Class 34 contains 12800 members 
Mstep: Class 35 contains 28830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153935488.000000 Penalty: 81013.851562
Iteration 62Q: 36 clusters Score -1.539355e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 10974 members 
Mstep: Class 3 contains 33231 members 
Mstep: Class 4 contains 45972 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 139942 members 
Mstep: Class 8 contains 177159 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 63259 members 
Mstep: Class 12 contains 43896 members 
Mstep: Class 13 contains 10646 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 33377 members 
Mstep: Class 16 contains 15733 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 79560 members 
Mstep: Class 20 contains 184369 members 
Mstep: Class 21 contains 190970 members 
Mstep: Class 22 contains 11688 members 
Mstep: Class 23 contains 10581 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15234 members 
Mstep: Class 26 contains 4346 members 
Mstep: Class 27 contains 6281 members 
Mstep: Class 28 contains 17571 members 
Mstep: Class 29 contains 4322 members 
Mstep: Class 30 contains 162312 members 
Mstep: Class 31 contains 10987 members 
Mstep: Class 32 contains 12973 members 
Mstep: Class 33 contains 98722 members 
Mstep: Class 34 contains 12741 members 
Mstep: Class 35 contains 28860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153936592.000000 Penalty: 81013.851562
Iteration 63Q: 36 clusters Score -1.539366e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 33567 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 8416 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 139794 members 
Mstep: Class 8 contains 176645 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 63790 members 
Mstep: Class 12 contains 43807 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 8944 members 
Mstep: Class 15 contains 33368 members 
Mstep: Class 16 contains 15781 members 
Mstep: Class 17 contains 19136 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 79596 members 
Mstep: Class 20 contains 183679 members 
Mstep: Class 21 contains 191155 members 
Mstep: Class 22 contains 11705 members 
Mstep: Class 23 contains 10554 members 
Mstep: Class 24 contains 32022 members 
Mstep: Class 25 contains 15129 members 
Mstep: Class 26 contains 4282 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 17566 members 
Mstep: Class 29 contains 4344 members 
Mstep: Class 30 contains 162261 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 13232 members 
Mstep: Class 33 contains 98520 members 
Mstep: Class 34 contains 12672 members 
Mstep: Class 35 contains 28873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153937008.000000 Penalty: 81013.851562
Iteration 64Q: 36 clusters Score -1.53937e+08 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 10991 members 
Mstep: Class 3 contains 33945 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 5 contains 8415 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 139631 members 
Mstep: Class 8 contains 176169 members 
Mstep: Class 9 contains 11311 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 64333 members 
Mstep: Class 12 contains 43722 members 
Mstep: Class 13 contains 10755 members 
Mstep: Class 14 contains 9010 members 
Mstep: Class 15 contains 33303 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 19234 members 
Mstep: Class 18 contains 2078 members 
Mstep: Class 19 contains 79604 members 
Mstep: Class 20 contains 182974 members 
Mstep: Class 21 contains 191354 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 10528 members 
Mstep: Class 24 contains 32089 members 
Mstep: Class 25 contains 15026 members 
Mstep: Class 26 contains 4238 members 
Mstep: Class 27 contains 6411 members 
Mstep: Class 28 contains 17556 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 162200 members 
Mstep: Class 31 contains 11087 members 
Mstep: Class 32 contains 13495 members 
Mstep: Class 33 contains 98332 members 
Mstep: Class 34 contains 12584 members 
Mstep: Class 35 contains 28894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153937664.000000 Penalty: 81013.851562
Iteration 65Q: 36 clusters Score -1.539377e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11004 members 
Mstep: Class 3 contains 34355 members 
Mstep: Class 4 contains 46038 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 139466 members 
Mstep: Class 8 contains 175660 members 
Mstep: Class 9 contains 11457 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 64888 members 
Mstep: Class 12 contains 43635 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 33271 members 
Mstep: Class 16 contains 15827 members 
Mstep: Class 17 contains 19319 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 79642 members 
Mstep: Class 20 contains 182214 members 
Mstep: Class 21 contains 191555 members 
Mstep: Class 22 contains 11718 members 
Mstep: Class 23 contains 10516 members 
Mstep: Class 24 contains 32167 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 4205 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 17532 members 
Mstep: Class 29 contains 4358 members 
Mstep: Class 30 contains 162190 members 
Mstep: Class 31 contains 11134 members 
Mstep: Class 32 contains 13752 members 
Mstep: Class 33 contains 98138 members 
Mstep: Class 34 contains 12510 members 
Mstep: Class 35 contains 28906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153938608.000000 Penalty: 81013.851562
Iteration 66Q: 36 clusters Score -1.539386e+08 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 34789 members 
Mstep: Class 4 contains 46081 members 
Mstep: Class 5 contains 8419 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 139313 members 
Mstep: Class 8 contains 175117 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 7442 members 
Mstep: Class 11 contains 65474 members 
Mstep: Class 12 contains 43535 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 14 contains 9130 members 
Mstep: Class 15 contains 33227 members 
Mstep: Class 16 contains 15862 members 
Mstep: Class 17 contains 19406 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 79708 members 
Mstep: Class 20 contains 181383 members 
Mstep: Class 21 contains 191759 members 
Mstep: Class 22 contains 11732 members 
Mstep: Class 23 contains 10506 members 
Mstep: Class 24 contains 32225 members 
Mstep: Class 25 contains 14802 members 
Mstep: Class 26 contains 4181 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 17496 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 162177 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 14003 members 
Mstep: Class 33 contains 97989 members 
Mstep: Class 34 contains 12452 members 
Mstep: Class 35 contains 28918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153939952.000000 Penalty: 81013.851562
Iteration 67Q: 36 clusters Score -1.5394e+08 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 11050 members 
Mstep: Class 3 contains 35208 members 
Mstep: Class 4 contains 46106 members 
Mstep: Class 5 contains 8420 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 139198 members 
Mstep: Class 8 contains 174615 members 
Mstep: Class 9 contains 11744 members 
Mstep: Class 10 contains 7377 members 
Mstep: Class 11 contains 66029 members 
Mstep: Class 12 contains 43415 members 
Mstep: Class 13 contains 10903 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 33180 members 
Mstep: Class 16 contains 15931 members 
Mstep: Class 17 contains 19480 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 79776 members 
Mstep: Class 20 contains 180620 members 
Mstep: Class 21 contains 191934 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 10481 members 
Mstep: Class 24 contains 32293 members 
Mstep: Class 25 contains 14693 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 6607 members 
Mstep: Class 28 contains 17469 members 
Mstep: Class 29 contains 4350 members 
Mstep: Class 30 contains 162095 members 
Mstep: Class 31 contains 11222 members 
Mstep: Class 32 contains 14269 members 
Mstep: Class 33 contains 97830 members 
Mstep: Class 34 contains 12391 members 
Mstep: Class 35 contains 28940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153940688.000000 Penalty: 81013.851562
Iteration 68Q: 36 clusters Score -1.539407e+08 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11094 members 
Mstep: Class 3 contains 35619 members 
Mstep: Class 4 contains 46124 members 
Mstep: Class 5 contains 8437 members 
Mstep: Class 6 contains 6972 members 
Mstep: Class 7 contains 139112 members 
Mstep: Class 8 contains 174091 members 
Mstep: Class 9 contains 11887 members 
Mstep: Class 10 contains 7339 members 
Mstep: Class 11 contains 66555 members 
Mstep: Class 12 contains 43288 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 9221 members 
Mstep: Class 15 contains 33128 members 
Mstep: Class 16 contains 15978 members 
Mstep: Class 17 contains 19554 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 79855 members 
Mstep: Class 20 contains 179845 members 
Mstep: Class 21 contains 192111 members 
Mstep: Class 22 contains 11760 members 
Mstep: Class 23 contains 10455 members 
Mstep: Class 24 contains 32355 members 
Mstep: Class 25 contains 14607 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 17440 members 
Mstep: Class 29 contains 4336 members 
Mstep: Class 30 contains 162062 members 
Mstep: Class 31 contains 11253 members 
Mstep: Class 32 contains 14529 members 
Mstep: Class 33 contains 97680 members 
Mstep: Class 34 contains 12328 members 
Mstep: Class 35 contains 28954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153941440.000000 Penalty: 81013.851562
Iteration 69Q: 36 clusters Score -1.539414e+08 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 36102 members 
Mstep: Class 4 contains 46133 members 
Mstep: Class 5 contains 8458 members 
Mstep: Class 6 contains 6990 members 
Mstep: Class 7 contains 139050 members 
Mstep: Class 8 contains 173583 members 
Mstep: Class 9 contains 12009 members 
Mstep: Class 10 contains 7296 members 
Mstep: Class 11 contains 67112 members 
Mstep: Class 12 contains 43155 members 
Mstep: Class 13 contains 10961 members 
Mstep: Class 14 contains 9265 members 
Mstep: Class 15 contains 33076 members 
Mstep: Class 16 contains 16027 members 
Mstep: Class 17 contains 19625 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 79913 members 
Mstep: Class 20 contains 178978 members 
Mstep: Class 21 contains 192293 members 
Mstep: Class 22 contains 11765 members 
Mstep: Class 23 contains 10417 members 
Mstep: Class 24 contains 32435 members 
Mstep: Class 25 contains 14502 members 
Mstep: Class 26 contains 4150 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 17416 members 
Mstep: Class 29 contains 4327 members 
Mstep: Class 30 contains 162042 members 
Mstep: Class 31 contains 11295 members 
Mstep: Class 32 contains 14758 members 
Mstep: Class 33 contains 97548 members 
Mstep: Class 34 contains 12258 members 
Mstep: Class 35 contains 28975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153941984.000000 Penalty: 81013.851562
Iteration 70Q: 36 clusters Score -1.53942e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 11169 members 
Mstep: Class 3 contains 36578 members 
Mstep: Class 4 contains 46136 members 
Mstep: Class 5 contains 8479 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 139005 members 
Mstep: Class 8 contains 173185 members 
Mstep: Class 9 contains 12145 members 
Mstep: Class 10 contains 7246 members 
Mstep: Class 11 contains 67708 members 
Mstep: Class 12 contains 43008 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 9308 members 
Mstep: Class 15 contains 33036 members 
Mstep: Class 16 contains 16053 members 
Mstep: Class 17 contains 19688 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 80015 members 
Mstep: Class 20 contains 178043 members 
Mstep: Class 21 contains 192465 members 
Mstep: Class 22 contains 11765 members 
Mstep: Class 23 contains 10386 members 
Mstep: Class 24 contains 32526 members 
Mstep: Class 25 contains 14399 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 6842 members 
Mstep: Class 28 contains 17399 members 
Mstep: Class 29 contains 4333 members 
Mstep: Class 30 contains 161900 members 
Mstep: Class 31 contains 11344 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 97403 members 
Mstep: Class 34 contains 12202 members 
Mstep: Class 35 contains 28989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153942720.000000 Penalty: 81013.851562
Iteration 71Q: 36 clusters Score -1.539427e+08 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 46120 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 138998 members 
Mstep: Class 8 contains 172834 members 
Mstep: Class 9 contains 12280 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 68249 members 
Mstep: Class 12 contains 42874 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 33001 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 80119 members 
Mstep: Class 20 contains 177180 members 
Mstep: Class 21 contains 192593 members 
Mstep: Class 22 contains 11773 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 32604 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 4121 members 
Mstep: Class 27 contains 6918 members 
Mstep: Class 28 contains 17384 members 
Mstep: Class 29 contains 4339 members 
Mstep: Class 30 contains 161663 members 
Mstep: Class 31 contains 11416 members 
Mstep: Class 32 contains 15215 members 
Mstep: Class 33 contains 97291 members 
Mstep: Class 34 contains 12151 members 
Mstep: Class 35 contains 29005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153943856.000000 Penalty: 81013.851562
Iteration 72Q: 36 clusters Score -1.539439e+08 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11255 members 
Mstep: Class 3 contains 37405 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 8518 members 
Mstep: Class 6 contains 7021 members 
Mstep: Class 7 contains 139000 members 
Mstep: Class 8 contains 172472 members 
Mstep: Class 9 contains 12411 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 68807 members 
Mstep: Class 12 contains 42743 members 
Mstep: Class 13 contains 10995 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 32948 members 
Mstep: Class 16 contains 16168 members 
Mstep: Class 17 contains 19818 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 80249 members 
Mstep: Class 20 contains 176365 members 
Mstep: Class 21 contains 192685 members 
Mstep: Class 22 contains 11785 members 
Mstep: Class 23 contains 10325 members 
Mstep: Class 24 contains 32676 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 6991 members 
Mstep: Class 28 contains 17354 members 
Mstep: Class 29 contains 4337 members 
Mstep: Class 30 contains 161475 members 
Mstep: Class 31 contains 11475 members 
Mstep: Class 32 contains 15446 members 
Mstep: Class 33 contains 97188 members 
Mstep: Class 34 contains 12100 members 
Mstep: Class 35 contains 29020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153944128.000000 Penalty: 81013.851562
Iteration 73Q: 36 clusters Score -1.539441e+08 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 37808 members 
Mstep: Class 4 contains 46062 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 6 contains 7024 members 
Mstep: Class 7 contains 138991 members 
Mstep: Class 8 contains 172182 members 
Mstep: Class 9 contains 12545 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 69279 members 
Mstep: Class 12 contains 42606 members 
Mstep: Class 13 contains 11004 members 
Mstep: Class 14 contains 9451 members 
Mstep: Class 15 contains 32897 members 
Mstep: Class 16 contains 16205 members 
Mstep: Class 17 contains 19877 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 80382 members 
Mstep: Class 20 contains 175563 members 
Mstep: Class 21 contains 192760 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 32734 members 
Mstep: Class 25 contains 14098 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 7096 members 
Mstep: Class 28 contains 17341 members 
Mstep: Class 29 contains 4339 members 
Mstep: Class 30 contains 161322 members 
Mstep: Class 31 contains 11532 members 
Mstep: Class 32 contains 15666 members 
Mstep: Class 33 contains 97080 members 
Mstep: Class 34 contains 12040 members 
Mstep: Class 35 contains 29029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153944896.000000 Penalty: 81013.851562
Iteration 74Q: 36 clusters Score -1.539449e+08 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 38245 members 
Mstep: Class 4 contains 46044 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 7032 members 
Mstep: Class 7 contains 139006 members 
Mstep: Class 8 contains 171887 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 7050 members 
Mstep: Class 11 contains 69738 members 
Mstep: Class 12 contains 42457 members 
Mstep: Class 13 contains 11017 members 
Mstep: Class 14 contains 9503 members 
Mstep: Class 15 contains 32842 members 
Mstep: Class 16 contains 16265 members 
Mstep: Class 17 contains 19927 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 80515 members 
Mstep: Class 20 contains 174765 members 
Mstep: Class 21 contains 192847 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 10308 members 
Mstep: Class 24 contains 32774 members 
Mstep: Class 25 contains 14002 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 7208 members 
Mstep: Class 28 contains 17327 members 
Mstep: Class 29 contains 4338 members 
Mstep: Class 30 contains 161165 members 
Mstep: Class 31 contains 11582 members 
Mstep: Class 32 contains 15857 members 
Mstep: Class 33 contains 96985 members 
Mstep: Class 34 contains 11975 members 
Mstep: Class 35 contains 29037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153945504.000000 Penalty: 81013.851562
Iteration 75Q: 36 clusters Score -1.539455e+08 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 38731 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 8529 members 
Mstep: Class 6 contains 7043 members 
Mstep: Class 7 contains 139049 members 
Mstep: Class 8 contains 171557 members 
Mstep: Class 9 contains 12813 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 70135 members 
Mstep: Class 12 contains 42316 members 
Mstep: Class 13 contains 11026 members 
Mstep: Class 14 contains 9549 members 
Mstep: Class 15 contains 32809 members 
Mstep: Class 16 contains 16327 members 
Mstep: Class 17 contains 19975 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 80621 members 
Mstep: Class 20 contains 173964 members 
Mstep: Class 21 contains 192863 members 
Mstep: Class 22 contains 11803 members 
Mstep: Class 23 contains 10287 members 
Mstep: Class 24 contains 32821 members 
Mstep: Class 25 contains 13924 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 17316 members 
Mstep: Class 29 contains 4343 members 
Mstep: Class 30 contains 161120 members 
Mstep: Class 31 contains 11648 members 
Mstep: Class 32 contains 16035 members 
Mstep: Class 33 contains 96893 members 
Mstep: Class 34 contains 11902 members 
Mstep: Class 35 contains 29038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153946512.000000 Penalty: 81013.851562
Iteration 76Q: 36 clusters Score -1.539465e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 11441 members 
Mstep: Class 3 contains 39189 members 
Mstep: Class 4 contains 45971 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 7058 members 
Mstep: Class 7 contains 139103 members 
Mstep: Class 8 contains 171176 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 70584 members 
Mstep: Class 12 contains 42180 members 
Mstep: Class 13 contains 11034 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 32810 members 
Mstep: Class 16 contains 16406 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 80738 members 
Mstep: Class 20 contains 173149 members 
Mstep: Class 21 contains 192878 members 
Mstep: Class 22 contains 11815 members 
Mstep: Class 23 contains 10257 members 
Mstep: Class 24 contains 32853 members 
Mstep: Class 25 contains 13853 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 7423 members 
Mstep: Class 28 contains 17305 members 
Mstep: Class 29 contains 4343 members 
Mstep: Class 30 contains 161132 members 
Mstep: Class 31 contains 11692 members 
Mstep: Class 32 contains 16196 members 
Mstep: Class 33 contains 96780 members 
Mstep: Class 34 contains 11853 members 
Mstep: Class 35 contains 29038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153948096.000000 Penalty: 81013.851562
Iteration 77Q: 36 clusters Score -1.539481e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 11477 members 
Mstep: Class 3 contains 39659 members 
Mstep: Class 4 contains 45916 members 
Mstep: Class 5 contains 8524 members 
Mstep: Class 6 contains 7067 members 
Mstep: Class 7 contains 139149 members 
Mstep: Class 8 contains 170776 members 
Mstep: Class 9 contains 13061 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 70988 members 
Mstep: Class 12 contains 42065 members 
Mstep: Class 13 contains 11035 members 
Mstep: Class 14 contains 9658 members 
Mstep: Class 15 contains 32774 members 
Mstep: Class 16 contains 16452 members 
Mstep: Class 17 contains 20055 members 
Mstep: Class 18 contains 2006 members 
Mstep: Class 19 contains 80847 members 
Mstep: Class 20 contains 172410 members 
Mstep: Class 21 contains 192906 members 
Mstep: Class 22 contains 11820 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 32890 members 
Mstep: Class 25 contains 13753 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 7533 members 
Mstep: Class 28 contains 17292 members 
Mstep: Class 29 contains 4341 members 
Mstep: Class 30 contains 161210 members 
Mstep: Class 31 contains 11747 members 
Mstep: Class 32 contains 16333 members 
Mstep: Class 33 contains 96682 members 
Mstep: Class 34 contains 11818 members 
Mstep: Class 35 contains 29042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153948944.000000 Penalty: 81013.851562
Iteration 78Q: 36 clusters Score -1.539489e+08 nChanged 6362
Entering ConstructFrom: 
Score: -153948944.000000 Penalty: 81013.851562
Entering ConstructFrom: 
Trying to split cluster 1 (12645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Entering Unmasked Estep 
Score: -1304586.750000 Penalty: 1534.815186
	Iteration 0F: 2 clusters Score -1304587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1295721.875000 Penalty: 3069.630371
	Iteration 0F: 3 clusters Score -1295722 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1298786.500000 Penalty: 3069.630371
	Iteration 1F: 3 clusters Score -1298786 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1299134.375000 Penalty: 3069.630371
	Iteration 2F: 3 clusters Score -1299134 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1299407.500000 Penalty: 3069.630371
	Iteration 3F: 3 clusters Score -1299408 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1299674.875000 Penalty: 3069.630371
	Iteration 4Q: 3 clusters Score -1299675 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1299979.000000 Penalty: 3069.630371
	Iteration 5Q: 3 clusters Score -1299979 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1300357.625000 Penalty: 3069.630371
	Iteration 6Q: 3 clusters Score -1300358 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1300802.875000 Penalty: 3069.630371
	Iteration 7F: 3 clusters Score -1300803 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1301257.500000 Penalty: 3069.630371
	Iteration 8F: 3 clusters Score -1301258 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1301677.875000 Penalty: 3069.630371
	Iteration 9F: 3 clusters Score -1301678 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1302001.125000 Penalty: 3069.630371
	Iteration 10Q: 3 clusters Score -1302001 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1302239.500000 Penalty: 3069.630371
	Iteration 11Q: 3 clusters Score -1302240 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1302453.125000 Penalty: 3069.630371
	Iteration 12Q: 3 clusters Score -1302453 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1302619.000000 Penalty: 3069.630371
	Iteration 13Q: 3 clusters Score -1302619 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1302751.000000 Penalty: 3069.630371
	Iteration 14Q: 3 clusters Score -1302751 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1302845.875000 Penalty: 3069.630371
	Iteration 15Q: 3 clusters Score -1302846 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1302949.250000 Penalty: 3069.630371
	Iteration 16Q: 3 clusters Score -1302949 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1303041.375000 Penalty: 3069.630371
	Iteration 17Q: 3 clusters Score -1303041 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1303125.250000 Penalty: 3069.630371
	Iteration 18Q: 3 clusters Score -1303125 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1303198.000000 Penalty: 3069.630371
	Iteration 19Q: 3 clusters Score -1303198 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1303268.500000 Penalty: 3069.630371
	Iteration 20F: 3 clusters Score -1303268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1303326.000000 Penalty: 3069.630371
	Iteration 21Q: 3 clusters Score -1303326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1303384.250000 Penalty: 3069.630371
	Iteration 22Q: 3 clusters Score -1303384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1303436.625000 Penalty: 3069.630371
	Iteration 23Q: 3 clusters Score -1303437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1303484.500000 Penalty: 3069.630371
	Iteration 24Q: 3 clusters Score -1303484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1303534.000000 Penalty: 3069.630371
	Iteration 25Q: 3 clusters Score -1303534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1303574.500000 Penalty: 3069.630371
	Iteration 26Q: 3 clusters Score -1303574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1303606.750000 Penalty: 3069.630371
	Iteration 27Q: 3 clusters Score -1303607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1303641.625000 Penalty: 3069.630371
	Iteration 28Q: 3 clusters Score -1303642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1303668.375000 Penalty: 3069.630371
	Iteration 29Q: 3 clusters Score -1303668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1303688.250000 Penalty: 3069.630371
	Iteration 30Q: 3 clusters Score -1303688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1303698.750000 Penalty: 3069.630371
	Iteration 31Q: 3 clusters Score -1303699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1303709.250000 Penalty: 3069.630371
	Iteration 32Q: 3 clusters Score -1303709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1303716.375000 Penalty: 3069.630371
	Iteration 33Q: 3 clusters Score -1303716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1303724.875000 Penalty: 3069.630371
	Iteration 34Q: 3 clusters Score -1303725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1303733.000000 Penalty: 3069.630371
	Iteration 35Q: 3 clusters Score -1303733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1303743.750000 Penalty: 3069.630371
	Iteration 36Q: 3 clusters Score -1303744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1303752.250000 Penalty: 3069.630371
	Iteration 37Q: 3 clusters Score -1303752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1303761.250000 Penalty: 3069.630371
	Iteration 38Q: 3 clusters Score -1303761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1303772.250000 Penalty: 3069.630371
	Iteration 39Q: 3 clusters Score -1303772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1303777.375000 Penalty: 3069.630371
	Iteration 40F: 3 clusters Score -1303777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1303788.250000 Penalty: 3069.630371
	Iteration 41Q: 3 clusters Score -1303788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1303793.250000 Penalty: 3069.630371
	Iteration 42Q: 3 clusters Score -1303793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1303797.500000 Penalty: 3069.630371
	Iteration 43Q: 3 clusters Score -1303798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1303799.125000 Penalty: 3069.630371
	Iteration 44Q: 3 clusters Score -1303799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1303804.125000 Penalty: 3069.630371
	Iteration 45Q: 3 clusters Score -1303804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1303803.750000 Penalty: 3069.630371
	Iteration 46Q: 3 clusters Score -1303804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1303804.750000 Penalty: 3069.630371
	Iteration 47Q: 3 clusters Score -1303805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1303803.750000 Penalty: 3069.630371
	Iteration 48Q: 3 clusters Score -1303804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1303807.000000 Penalty: 3069.630371
	Iteration 49Q: 3 clusters Score -1303807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1303809.000000 Penalty: 3069.630371
	Iteration 50Q: 3 clusters Score -1303809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1303812.375000 Penalty: 3069.630371
	Iteration 51Q: 3 clusters Score -1303812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1303813.000000 Penalty: 3069.630371
	Iteration 52Q: 3 clusters Score -1303813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1303814.750000 Penalty: 3069.630371
	Iteration 53Q: 3 clusters Score -1303815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1303817.875000 Penalty: 3069.630371
	Iteration 54Q: 3 clusters Score -1303818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1303817.750000 Penalty: 3069.630371
	Iteration 55Q: 3 clusters Score -1303818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1303818.875000 Penalty: 3069.630371
	Iteration 56Q: 3 clusters Score -1303819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1303818.875000 Penalty: 3069.630371
	Iteration 57F: 3 clusters Score -1303819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Entering Unmasked Estep 
Score: -1202374.875000 Penalty: 1519.490479
	Iteration 0F: 2 clusters Score -1202375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1194244.375000 Penalty: 3038.980957
	Iteration 0F: 3 clusters Score -1194244 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1196977.250000 Penalty: 3038.980957
	Iteration 1F: 3 clusters Score -1196977 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1197251.625000 Penalty: 3038.980957
	Iteration 2F: 3 clusters Score -1197252 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1197497.125000 Penalty: 3038.980957
	Iteration 3F: 3 clusters Score -1197497 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1197717.125000 Penalty: 3038.980957
	Iteration 4Q: 3 clusters Score -1197717 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1197962.000000 Penalty: 3038.980957
	Iteration 5Q: 3 clusters Score -1197962 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1198267.625000 Penalty: 3038.980957
	Iteration 6Q: 3 clusters Score -1198268 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1198642.500000 Penalty: 3038.980957
	Iteration 7Q: 3 clusters Score -1198642 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1199034.875000 Penalty: 3038.980957
	Iteration 8Q: 3 clusters Score -1199035 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1199460.125000 Penalty: 3038.980957
	Iteration 9Q: 3 clusters Score -1199460 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1199944.125000 Penalty: 3038.980957
	Iteration 10Q: 3 clusters Score -1199944 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1200428.125000 Penalty: 3038.980957
	Iteration 11Q: 3 clusters Score -1200428 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1200792.500000 Penalty: 3038.980957
	Iteration 12Q: 3 clusters Score -1200792 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1201036.875000 Penalty: 3038.980957
	Iteration 13Q: 3 clusters Score -1201037 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1201244.250000 Penalty: 3038.980957
	Iteration 14Q: 3 clusters Score -1201244 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1201421.625000 Penalty: 3038.980957
	Iteration 15Q: 3 clusters Score -1201422 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1201636.500000 Penalty: 3038.980957
	Iteration 16Q: 3 clusters Score -1201636 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1201936.500000 Penalty: 3038.980957
	Iteration 17Q: 3 clusters Score -1201936 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1202271.250000 Penalty: 3038.980957
	Iteration 18Q: 3 clusters Score -1202271 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1202436.500000 Penalty: 3038.980957
	Iteration 19Q: 3 clusters Score -1202436 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1202510.375000 Penalty: 3038.980957
	Iteration 20F: 3 clusters Score -1202510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1202534.875000 Penalty: 3038.980957
	Iteration 21Q: 3 clusters Score -1202535 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1202549.500000 Penalty: 3038.980957
	Iteration 22Q: 3 clusters Score -1202550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1202558.625000 Penalty: 3038.980957
	Iteration 23Q: 3 clusters Score -1202559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1202567.500000 Penalty: 3038.980957
	Iteration 24Q: 3 clusters Score -1202568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1202575.375000 Penalty: 3038.980957
	Iteration 25Q: 3 clusters Score -1202575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1202582.000000 Penalty: 3038.980957
	Iteration 26Q: 3 clusters Score -1202582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1202590.750000 Penalty: 3038.980957
	Iteration 27Q: 3 clusters Score -1202591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1202600.250000 Penalty: 3038.980957
	Iteration 28Q: 3 clusters Score -1202600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1202611.625000 Penalty: 3038.980957
	Iteration 29Q: 3 clusters Score -1202612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1202613.500000 Penalty: 3038.980957
	Iteration 30Q: 3 clusters Score -1202614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1202618.000000 Penalty: 3038.980957
	Iteration 31Q: 3 clusters Score -1202618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1202619.375000 Penalty: 3038.980957
	Iteration 32Q: 3 clusters Score -1202619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1202621.125000 Penalty: 3038.980957
	Iteration 33Q: 3 clusters Score -1202621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1202622.250000 Penalty: 3038.980957
	Iteration 34Q: 3 clusters Score -1202622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1202622.750000 Penalty: 3038.980957
	Iteration 35Q: 3 clusters Score -1202623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1202622.500000 Penalty: 3038.980957
	Iteration 36Q: 3 clusters Score -1202622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1202622.250000 Penalty: 3038.980957
	Iteration 37Q: 3 clusters Score -1202622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1202622.750000 Penalty: 3038.980957
	Iteration 38Q: 3 clusters Score -1202623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1202621.750000 Penalty: 3038.980957
	Iteration 39Q: 3 clusters Score -1202622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1202621.750000 Penalty: 3038.980957
	Iteration 40F: 3 clusters Score -1202622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 139104 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 192917 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 4839 members 
Entering Unmasked Estep 
Score: -153948416.000000 Penalty: 83328.531250
Splitting cluster 2 changes total score from -153948944.000000 to -153948416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (40071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Entering Unmasked Estep 
Score: -4199181.000000 Penalty: 1722.241211
	Iteration 0F: 2 clusters Score -4199181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4172451.500000 Penalty: 3444.482422
	Iteration 0F: 3 clusters Score -4172452 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4183301.750000 Penalty: 3444.482422
	Iteration 1F: 3 clusters Score -4183302 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4184321.250000 Penalty: 3444.482422
	Iteration 2F: 3 clusters Score -4184321 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4185745.500000 Penalty: 3444.482422
	Iteration 3F: 3 clusters Score -4185746 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4187483.750000 Penalty: 3444.482422
	Iteration 4F: 3 clusters Score -4187484 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4189203.000000 Penalty: 3444.482422
	Iteration 5F: 3 clusters Score -4189203 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4190812.000000 Penalty: 3444.482422
	Iteration 6F: 3 clusters Score -4190812 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4192048.500000 Penalty: 3444.482422
	Iteration 7F: 3 clusters Score -4192048 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4192851.500000 Penalty: 3444.482422
	Iteration 8Q: 3 clusters Score -4192852 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4193281.750000 Penalty: 3444.482422
	Iteration 9Q: 3 clusters Score -4193282 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4193511.250000 Penalty: 3444.482422
	Iteration 10Q: 3 clusters Score -4193511 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4193642.000000 Penalty: 3444.482422
	Iteration 11Q: 3 clusters Score -4193642 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4193685.000000 Penalty: 3444.482422
	Iteration 12Q: 3 clusters Score -4193685 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4193722.500000 Penalty: 3444.482422
	Iteration 13Q: 3 clusters Score -4193722 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4193748.250000 Penalty: 3444.482422
	Iteration 14Q: 3 clusters Score -4193748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4193768.000000 Penalty: 3444.482422
	Iteration 15Q: 3 clusters Score -4193768 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4193786.500000 Penalty: 3444.482422
	Iteration 16Q: 3 clusters Score -4193786 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4193813.000000 Penalty: 3444.482422
	Iteration 17Q: 3 clusters Score -4193813 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4193837.000000 Penalty: 3444.482422
	Iteration 18Q: 3 clusters Score -4193837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4193856.750000 Penalty: 3444.482422
	Iteration 19Q: 3 clusters Score -4193857 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4193870.000000 Penalty: 3444.482422
	Iteration 20F: 3 clusters Score -4193870 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4193875.500000 Penalty: 3444.482422
	Iteration 21Q: 3 clusters Score -4193876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4193905.750000 Penalty: 3444.482422
	Iteration 22Q: 3 clusters Score -4193906 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4193924.000000 Penalty: 3444.482422
	Iteration 23Q: 3 clusters Score -4193924 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4193927.250000 Penalty: 3444.482422
	Iteration 24Q: 3 clusters Score -4193927 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4193934.500000 Penalty: 3444.482422
	Iteration 25Q: 3 clusters Score -4193934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4193945.250000 Penalty: 3444.482422
	Iteration 26Q: 3 clusters Score -4193945 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4193966.250000 Penalty: 3444.482422
	Iteration 27Q: 3 clusters Score -4193966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4193967.000000 Penalty: 3444.482422
	Iteration 28Q: 3 clusters Score -4193967 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4193980.500000 Penalty: 3444.482422
	Iteration 29Q: 3 clusters Score -4193980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4194008.750000 Penalty: 3444.482422
	Iteration 30Q: 3 clusters Score -4194009 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4194019.000000 Penalty: 3444.482422
	Iteration 31Q: 3 clusters Score -4194019 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4194031.000000 Penalty: 3444.482422
	Iteration 32Q: 3 clusters Score -4194031 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4194047.000000 Penalty: 3444.482422
	Iteration 33Q: 3 clusters Score -4194047 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4194041.250000 Penalty: 3444.482422
	Iteration 34Q: 3 clusters Score -4194041 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4194052.250000 Penalty: 3444.482422
	Iteration 35Q: 3 clusters Score -4194052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4194067.750000 Penalty: 3444.482422
	Iteration 36Q: 3 clusters Score -4194068 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4194084.250000 Penalty: 3444.482422
	Iteration 37Q: 3 clusters Score -4194084 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4194114.000000 Penalty: 3444.482422
	Iteration 38Q: 3 clusters Score -4194114 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4194121.000000 Penalty: 3444.482422
	Iteration 39Q: 3 clusters Score -4194121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4194138.250000 Penalty: 3444.482422
	Iteration 40F: 3 clusters Score -4194138 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4194142.000000 Penalty: 3444.482422
	Iteration 41Q: 3 clusters Score -4194142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4194160.750000 Penalty: 3444.482422
	Iteration 42Q: 3 clusters Score -4194161 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4194167.250000 Penalty: 3444.482422
	Iteration 43Q: 3 clusters Score -4194167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4194173.000000 Penalty: 3444.482422
	Iteration 44Q: 3 clusters Score -4194173 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4194185.250000 Penalty: 3444.482422
	Iteration 45Q: 3 clusters Score -4194185 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4194209.250000 Penalty: 3444.482422
	Iteration 46Q: 3 clusters Score -4194209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4194214.500000 Penalty: 3444.482422
	Iteration 47Q: 3 clusters Score -4194214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4194238.250000 Penalty: 3444.482422
	Iteration 48Q: 3 clusters Score -4194238 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4194244.750000 Penalty: 3444.482422
	Iteration 49Q: 3 clusters Score -4194245 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4194251.500000 Penalty: 3444.482422
	Iteration 50Q: 3 clusters Score -4194252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4194281.500000 Penalty: 3444.482422
	Iteration 51Q: 3 clusters Score -4194282 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4194310.500000 Penalty: 3444.482422
	Iteration 52Q: 3 clusters Score -4194310 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4194334.000000 Penalty: 3444.482422
	Iteration 53Q: 3 clusters Score -4194334 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4194391.000000 Penalty: 3444.482422
	Iteration 54Q: 3 clusters Score -4194391 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4194455.500000 Penalty: 3444.482422
	Iteration 55Q: 3 clusters Score -4194456 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -4194505.500000 Penalty: 3444.482422
	Iteration 56Q: 3 clusters Score -4194506 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4194593.500000 Penalty: 3444.482422
	Iteration 57Q: 3 clusters Score -4194594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4194656.000000 Penalty: 3444.482422
	Iteration 58Q: 3 clusters Score -4194656 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -4194751.000000 Penalty: 3444.482422
	Iteration 59Q: 3 clusters Score -4194751 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4194877.000000 Penalty: 3444.482422
	Iteration 60F: 3 clusters Score -4194877 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4194993.500000 Penalty: 3444.482422
	Iteration 61Q: 3 clusters Score -4194994 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4195102.000000 Penalty: 3444.482422
	Iteration 62Q: 3 clusters Score -4195102 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4195239.000000 Penalty: 3444.482422
	Iteration 63Q: 3 clusters Score -4195239 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4195377.500000 Penalty: 3444.482422
	Iteration 64Q: 3 clusters Score -4195378 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4195534.500000 Penalty: 3444.482422
	Iteration 65Q: 3 clusters Score -4195534 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4195732.500000 Penalty: 3444.482422
	Iteration 66Q: 3 clusters Score -4195732 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -4195985.500000 Penalty: 3444.482422
	Iteration 67Q: 3 clusters Score -4195986 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4196239.000000 Penalty: 3444.482422
	Iteration 68Q: 3 clusters Score -4196239 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4196544.500000 Penalty: 3444.482422
	Iteration 69Q: 3 clusters Score -4196544 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4196976.500000 Penalty: 3444.482422
	Iteration 70Q: 3 clusters Score -4196976 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4197497.500000 Penalty: 3444.482422
	Iteration 71Q: 3 clusters Score -4197498 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4197955.000000 Penalty: 3444.482422
	Iteration 72Q: 3 clusters Score -4197955 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4198300.000000 Penalty: 3444.482422
	Iteration 73Q: 3 clusters Score -4198300 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4198528.500000 Penalty: 3444.482422
	Iteration 74Q: 3 clusters Score -4198528 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4198670.000000 Penalty: 3444.482422
	Iteration 75Q: 3 clusters Score -4198670 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4198753.000000 Penalty: 3444.482422
	Iteration 76Q: 3 clusters Score -4198753 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4198851.500000 Penalty: 3444.482422
	Iteration 77Q: 3 clusters Score -4198852 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -4198908.000000 Penalty: 3444.482422
	Iteration 78Q: 3 clusters Score -4198908 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4198948.500000 Penalty: 3444.482422
	Iteration 79Q: 3 clusters Score -4198948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4198992.500000 Penalty: 3444.482422
	Iteration 80F: 3 clusters Score -4198992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4199024.000000 Penalty: 3444.482422
	Iteration 81Q: 3 clusters Score -4199024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4199049.500000 Penalty: 3444.482422
	Iteration 82Q: 3 clusters Score -4199050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4199064.500000 Penalty: 3444.482422
	Iteration 83Q: 3 clusters Score -4199064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4199079.000000 Penalty: 3444.482422
	Iteration 84Q: 3 clusters Score -4199079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4199094.000000 Penalty: 3444.482422
	Iteration 85Q: 3 clusters Score -4199094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4199113.500000 Penalty: 3444.482422
	Iteration 86Q: 3 clusters Score -4199114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4199120.500000 Penalty: 3444.482422
	Iteration 87Q: 3 clusters Score -4199120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4199123.500000 Penalty: 3444.482422
	Iteration 88Q: 3 clusters Score -4199124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4199131.000000 Penalty: 3444.482422
	Iteration 89Q: 3 clusters Score -4199131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4199127.000000 Penalty: 3444.482422
	Iteration 90Q: 3 clusters Score -4199127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4199140.000000 Penalty: 3444.482422
	Iteration 91Q: 3 clusters Score -4199140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4199139.000000 Penalty: 3444.482422
	Iteration 92Q: 3 clusters Score -4199139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4199144.000000 Penalty: 3444.482422
	Iteration 93Q: 3 clusters Score -4199144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4199143.000000 Penalty: 3444.482422
	Iteration 94Q: 3 clusters Score -4199143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4199141.000000 Penalty: 3444.482422
	Iteration 95Q: 3 clusters Score -4199141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4199146.000000 Penalty: 3444.482422
	Iteration 96Q: 3 clusters Score -4199146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4199147.500000 Penalty: 3444.482422
	Iteration 97Q: 3 clusters Score -4199148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4199148.500000 Penalty: 3444.482422
	Iteration 98Q: 3 clusters Score -4199148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4199149.000000 Penalty: 3444.482422
	Iteration 99Q: 3 clusters Score -4199149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4199149.500000 Penalty: 3444.482422
	Iteration 100F: 3 clusters Score -4199150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4199152.500000 Penalty: 3444.482422
	Iteration 101Q: 3 clusters Score -4199152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4199149.000000 Penalty: 3444.482422
	Iteration 102Q: 3 clusters Score -4199149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4199151.000000 Penalty: 3444.482422
	Iteration 103Q: 3 clusters Score -4199151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4199149.500000 Penalty: 3444.482422
	Iteration 104Q: 3 clusters Score -4199150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4199148.500000 Penalty: 3444.482422
	Iteration 105Q: 3 clusters Score -4199148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4199148.000000 Penalty: 3444.482422
	Iteration 106Q: 3 clusters Score -4199148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4199151.500000 Penalty: 3444.482422
	Iteration 107Q: 3 clusters Score -4199152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4199154.000000 Penalty: 3444.482422
	Iteration 108Q: 3 clusters Score -4199154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4199154.000000 Penalty: 3444.482422
	Iteration 109F: 3 clusters Score -4199154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45861 members 
Entering Unmasked Estep 
Score: -4656559.500000 Penalty: 1744.172729
	Iteration 0F: 2 clusters Score -4656560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4626122.000000 Penalty: 3488.345459
	Iteration 0F: 3 clusters Score -4626122 nChanged 21344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4639280.000000 Penalty: 3488.345459
	Iteration 1F: 3 clusters Score -4639280 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4641086.000000 Penalty: 3488.345459
	Iteration 2F: 3 clusters Score -4641086 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4643284.000000 Penalty: 3488.345459
	Iteration 3F: 3 clusters Score -4643284 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4645565.500000 Penalty: 3488.345459
	Iteration 4F: 3 clusters Score -4645566 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4647536.000000 Penalty: 3488.345459
	Iteration 5F: 3 clusters Score -4647536 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4649051.000000 Penalty: 3488.345459
	Iteration 6F: 3 clusters Score -4649051 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4650205.500000 Penalty: 3488.345459
	Iteration 7Q: 3 clusters Score -4650206 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4651124.500000 Penalty: 3488.345459
	Iteration 8Q: 3 clusters Score -4651124 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4651798.500000 Penalty: 3488.345459
	Iteration 9Q: 3 clusters Score -4651798 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4652188.000000 Penalty: 3488.345459
	Iteration 10Q: 3 clusters Score -4652188 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4652462.000000 Penalty: 3488.345459
	Iteration 11Q: 3 clusters Score -4652462 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4652648.500000 Penalty: 3488.345459
	Iteration 12Q: 3 clusters Score -4652648 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4652790.500000 Penalty: 3488.345459
	Iteration 13Q: 3 clusters Score -4652790 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4652904.500000 Penalty: 3488.345459
	Iteration 14Q: 3 clusters Score -4652904 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4653007.500000 Penalty: 3488.345459
	Iteration 15Q: 3 clusters Score -4653008 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4653056.500000 Penalty: 3488.345459
	Iteration 16Q: 3 clusters Score -4653056 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4653113.500000 Penalty: 3488.345459
	Iteration 17Q: 3 clusters Score -4653114 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4653145.000000 Penalty: 3488.345459
	Iteration 18Q: 3 clusters Score -4653145 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4653215.500000 Penalty: 3488.345459
	Iteration 19Q: 3 clusters Score -4653216 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4653243.500000 Penalty: 3488.345459
	Iteration 20F: 3 clusters Score -4653244 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4653286.500000 Penalty: 3488.345459
	Iteration 21Q: 3 clusters Score -4653286 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4653324.000000 Penalty: 3488.345459
	Iteration 22Q: 3 clusters Score -4653324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4653336.500000 Penalty: 3488.345459
	Iteration 23Q: 3 clusters Score -4653336 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4653363.000000 Penalty: 3488.345459
	Iteration 24Q: 3 clusters Score -4653363 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4653383.500000 Penalty: 3488.345459
	Iteration 25Q: 3 clusters Score -4653384 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4653382.500000 Penalty: 3488.345459
	Iteration 26Q: 3 clusters Score -4653382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4653403.000000 Penalty: 3488.345459
	Iteration 27Q: 3 clusters Score -4653403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4653423.500000 Penalty: 3488.345459
	Iteration 28Q: 3 clusters Score -4653424 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -4653437.500000 Penalty: 3488.345459
	Iteration 29Q: 3 clusters Score -4653438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4653445.000000 Penalty: 3488.345459
	Iteration 30Q: 3 clusters Score -4653445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4653450.000000 Penalty: 3488.345459
	Iteration 31Q: 3 clusters Score -4653450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4653453.000000 Penalty: 3488.345459
	Iteration 32Q: 3 clusters Score -4653453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4653472.000000 Penalty: 3488.345459
	Iteration 33Q: 3 clusters Score -4653472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4653486.000000 Penalty: 3488.345459
	Iteration 34Q: 3 clusters Score -4653486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4653487.500000 Penalty: 3488.345459
	Iteration 35Q: 3 clusters Score -4653488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4653497.500000 Penalty: 3488.345459
	Iteration 36Q: 3 clusters Score -4653498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4653497.000000 Penalty: 3488.345459
	Iteration 37Q: 3 clusters Score -4653497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4653499.000000 Penalty: 3488.345459
	Iteration 38Q: 3 clusters Score -4653499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4653502.500000 Penalty: 3488.345459
	Iteration 39Q: 3 clusters Score -4653502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4653495.000000 Penalty: 3488.345459
	Iteration 40F: 3 clusters Score -4653495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4653487.500000 Penalty: 3488.345459
	Iteration 41Q: 3 clusters Score -4653488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4653486.500000 Penalty: 3488.345459
	Iteration 42Q: 3 clusters Score -4653486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4653494.000000 Penalty: 3488.345459
	Iteration 43Q: 3 clusters Score -4653494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4653495.000000 Penalty: 3488.345459
	Iteration 44Q: 3 clusters Score -4653495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4653488.500000 Penalty: 3488.345459
	Iteration 45Q: 3 clusters Score -4653488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4653500.000000 Penalty: 3488.345459
	Iteration 46Q: 3 clusters Score -4653500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4653490.000000 Penalty: 3488.345459
	Iteration 47Q: 3 clusters Score -4653490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4653487.500000 Penalty: 3488.345459
	Iteration 48Q: 3 clusters Score -4653488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4653480.500000 Penalty: 3488.345459
	Iteration 49Q: 3 clusters Score -4653480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4653493.000000 Penalty: 3488.345459
	Iteration 50Q: 3 clusters Score -4653493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4653499.000000 Penalty: 3488.345459
	Iteration 51Q: 3 clusters Score -4653499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -4653502.500000 Penalty: 3488.345459
	Iteration 52Q: 3 clusters Score -4653502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4653504.500000 Penalty: 3488.345459
	Iteration 53Q: 3 clusters Score -4653504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4653498.500000 Penalty: 3488.345459
	Iteration 54Q: 3 clusters Score -4653498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4653496.500000 Penalty: 3488.345459
	Iteration 55Q: 3 clusters Score -4653496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4653499.500000 Penalty: 3488.345459
	Iteration 56Q: 3 clusters Score -4653500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4653499.500000 Penalty: 3488.345459
	Iteration 57Q: 3 clusters Score -4653500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4653490.500000 Penalty: 3488.345459
	Iteration 58Q: 3 clusters Score -4653490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4653493.000000 Penalty: 3488.345459
	Iteration 59Q: 3 clusters Score -4653493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4653502.500000 Penalty: 3488.345459
	Iteration 60F: 3 clusters Score -4653502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4653501.500000 Penalty: 3488.345459
	Iteration 61Q: 3 clusters Score -4653502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4653500.500000 Penalty: 3488.345459
	Iteration 62Q: 3 clusters Score -4653500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4653506.000000 Penalty: 3488.345459
	Iteration 63Q: 3 clusters Score -4653506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4653504.000000 Penalty: 3488.345459
	Iteration 64Q: 3 clusters Score -4653504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4653511.500000 Penalty: 3488.345459
	Iteration 65Q: 3 clusters Score -4653512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4653514.500000 Penalty: 3488.345459
	Iteration 66Q: 3 clusters Score -4653514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4653514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4653514.500000 Penalty: 3488.345459
	Iteration 68Q: 3 clusters Score -4653514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4653512.500000 Penalty: 3488.345459
	Iteration 69Q: 3 clusters Score -4653512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4653514.500000 Penalty: 3488.345459
	Iteration 70Q: 3 clusters Score -4653514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4653525.500000 Penalty: 3488.345459
	Iteration 71Q: 3 clusters Score -4653526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4653525.500000 Penalty: 3488.345459
	Iteration 72Q: 3 clusters Score -4653526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -4653522.500000 Penalty: 3488.345459
	Iteration 73Q: 3 clusters Score -4653522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4653523.000000 Penalty: 3488.345459
	Iteration 74Q: 3 clusters Score -4653523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -4653523.500000 Penalty: 3488.345459
	Iteration 75Q: 3 clusters Score -4653524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4653523.500000 Penalty: 3488.345459
	Iteration 76Q: 3 clusters Score -4653524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4653523.000000 Penalty: 3488.345459
	Iteration 77Q: 3 clusters Score -4653523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4653528.500000 Penalty: 3488.345459
	Iteration 78Q: 3 clusters Score -4653528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4653527.000000 Penalty: 3488.345459
	Iteration 79Q: 3 clusters Score -4653527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4653530.000000 Penalty: 3488.345459
	Iteration 80F: 3 clusters Score -4653530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4653534.500000 Penalty: 3488.345459
	Iteration 81Q: 3 clusters Score -4653534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4653538.500000 Penalty: 3488.345459
	Iteration 82Q: 3 clusters Score -4653538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4653541.000000 Penalty: 3488.345459
	Iteration 83Q: 3 clusters Score -4653541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4653539.000000 Penalty: 3488.345459
	Iteration 84Q: 3 clusters Score -4653539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4653534.500000 Penalty: 3488.345459
	Iteration 85Q: 3 clusters Score -4653534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4653530.000000 Penalty: 3488.345459
	Iteration 86Q: 3 clusters Score -4653530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4653529.000000 Penalty: 3488.345459
	Iteration 87Q: 3 clusters Score -4653529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4653526.500000 Penalty: 3488.345459
	Iteration 88Q: 3 clusters Score -4653526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4653524.500000 Penalty: 3488.345459
	Iteration 89Q: 3 clusters Score -4653524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4653526.500000 Penalty: 3488.345459
	Iteration 90Q: 3 clusters Score -4653526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4653530.500000 Penalty: 3488.345459
	Iteration 91Q: 3 clusters Score -4653530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -4653532.000000 Penalty: 3488.345459
	Iteration 92Q: 3 clusters Score -4653532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4653525.000000 Penalty: 3488.345459
	Iteration 93Q: 3 clusters Score -4653525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4653529.000000 Penalty: 3488.345459
	Iteration 94Q: 3 clusters Score -4653529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -4653526.000000 Penalty: 3488.345459
	Iteration 95Q: 3 clusters Score -4653526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4653523.000000 Penalty: 3488.345459
	Iteration 96Q: 3 clusters Score -4653523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4653527.000000 Penalty: 3488.345459
	Iteration 97Q: 3 clusters Score -4653527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4653532.500000 Penalty: 3488.345459
	Iteration 98Q: 3 clusters Score -4653532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4653532.500000 Penalty: 3488.345459
	Iteration 99Q: 3 clusters Score -4653532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4653534.000000 Penalty: 3488.345459
	Iteration 100F: 3 clusters Score -4653534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -4653537.500000 Penalty: 3488.345459
	Iteration 101Q: 3 clusters Score -4653538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4653534.500000 Penalty: 3488.345459
	Iteration 102Q: 3 clusters Score -4653534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4653537.000000 Penalty: 3488.345459
	Iteration 103Q: 3 clusters Score -4653537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4653536.500000 Penalty: 3488.345459
	Iteration 104Q: 3 clusters Score -4653536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4653537.000000 Penalty: 3488.345459
	Iteration 105Q: 3 clusters Score -4653537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4653531.500000 Penalty: 3488.345459
	Iteration 106Q: 3 clusters Score -4653532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4653528.500000 Penalty: 3488.345459
	Iteration 107Q: 3 clusters Score -4653528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4653530.000000 Penalty: 3488.345459
	Iteration 108Q: 3 clusters Score -4653530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4653529.500000 Penalty: 3488.345459
	Iteration 109Q: 3 clusters Score -4653530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4653532.500000 Penalty: 3488.345459
	Iteration 110Q: 3 clusters Score -4653532 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4653533.000000 Penalty: 3488.345459
	Iteration 111Q: 3 clusters Score -4653533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4653534.500000 Penalty: 3488.345459
	Iteration 112Q: 3 clusters Score -4653534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4653529.500000 Penalty: 3488.345459
	Iteration 113Q: 3 clusters Score -4653530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4653530.500000 Penalty: 3488.345459
	Iteration 114Q: 3 clusters Score -4653530 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4653532.000000 Penalty: 3488.345459
	Iteration 115Q: 3 clusters Score -4653532 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4653534.500000 Penalty: 3488.345459
	Iteration 116Q: 3 clusters Score -4653534 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32481 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4653534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4653539.500000 Penalty: 3488.345459
	Iteration 118Q: 3 clusters Score -4653540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
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Entering Unmasked Estep 
Score: -4653544.500000 Penalty: 3488.345459
	Iteration 119Q: 3 clusters Score -4653544 nChanged 19
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Mstep: Class 1 contains 32532 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4653544 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -4653539.500000 Penalty: 3488.345459
	Iteration 121Q: 3 clusters Score -4653540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4653540.000000 Penalty: 3488.345459
	Iteration 122Q: 3 clusters Score -4653540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4653542.500000 Penalty: 3488.345459
	Iteration 123Q: 3 clusters Score -4653542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4653543.000000 Penalty: 3488.345459
	Iteration 124Q: 3 clusters Score -4653543 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4653545.500000 Penalty: 3488.345459
	Iteration 125Q: 3 clusters Score -4653546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4653546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4653545 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4653548.500000 Penalty: 3488.345459
	Iteration 128Q: 3 clusters Score -4653548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4653543.000000 Penalty: 3488.345459
	Iteration 129Q: 3 clusters Score -4653543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4653542.000000 Penalty: 3488.345459
	Iteration 130Q: 3 clusters Score -4653542 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4653540 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4653532 nChanged 11
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4653525 nChanged 10
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	Iteration 136Q: 3 clusters Score -4653532 nChanged 9
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4653532 nChanged 10
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	Iteration 138Q: 3 clusters Score -4653533 nChanged 10
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4653530 nChanged 13
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Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -4653539.000000 Penalty: 3488.345459
	Iteration 140F: 3 clusters Score -4653539 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4653548 nChanged 17
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4653546 nChanged 20
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	Iteration 143Q: 3 clusters Score -4653547 nChanged 22
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4653549 nChanged 25
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	Iteration 145Q: 3 clusters Score -4653560 nChanged 33
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	Iteration 146Q: 3 clusters Score -4653568 nChanged 32
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4653580 nChanged 22
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Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4653572 nChanged 24
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Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4653580 nChanged 19
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	Iteration 150Q: 3 clusters Score -4653577 nChanged 14
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4653574 nChanged 14
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Mstep: Class 1 contains 33232 members 
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	Iteration 152Q: 3 clusters Score -4653576 nChanged 23
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	Iteration 153Q: 3 clusters Score -4653578 nChanged 31
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	Iteration 154Q: 3 clusters Score -4653570 nChanged 39
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	Iteration 155Q: 3 clusters Score -4653564 nChanged 30
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	Iteration 157Q: 3 clusters Score -4653572 nChanged 30
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	Iteration 159Q: 3 clusters Score -4653570 nChanged 33
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	Iteration 160F: 3 clusters Score -4653568 nChanged 33
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	Iteration 163Q: 3 clusters Score -4653585 nChanged 29
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	Iteration 164Q: 3 clusters Score -4653584 nChanged 31
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	Iteration 167Q: 3 clusters Score -4653586 nChanged 33
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	Iteration 168Q: 3 clusters Score -4653580 nChanged 38
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	Iteration 169Q: 3 clusters Score -4653581 nChanged 27
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	Iteration 172Q: 3 clusters Score -4653584 nChanged 26
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	Iteration 175Q: 3 clusters Score -4653578 nChanged 36
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	Iteration 176Q: 3 clusters Score -4653580 nChanged 28
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	Iteration 177Q: 3 clusters Score -4653578 nChanged 42
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	Iteration 178Q: 3 clusters Score -4653584 nChanged 42
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	Iteration 179Q: 3 clusters Score -4653580 nChanged 53
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	Iteration 180F: 3 clusters Score -4653596 nChanged 57
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	Iteration 181Q: 3 clusters Score -4653610 nChanged 61
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	Iteration 182Q: 3 clusters Score -4653604 nChanged 54
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	Iteration 183Q: 3 clusters Score -4653618 nChanged 56
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	Iteration 184Q: 3 clusters Score -4653625 nChanged 66
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	Iteration 185Q: 3 clusters Score -4653635 nChanged 61
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	Iteration 186Q: 3 clusters Score -4653636 nChanged 78
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	Iteration 187Q: 3 clusters Score -4653638 nChanged 64
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	Iteration 188Q: 3 clusters Score -4653634 nChanged 62
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	Iteration 189Q: 3 clusters Score -4653644 nChanged 49
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	Iteration 190Q: 3 clusters Score -4653651 nChanged 56
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	Iteration 191Q: 3 clusters Score -4653655 nChanged 69
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	Iteration 192Q: 3 clusters Score -4653656 nChanged 69
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	Iteration 193Q: 3 clusters Score -4653660 nChanged 67
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	Iteration 194Q: 3 clusters Score -4653671 nChanged 62
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	Iteration 195Q: 3 clusters Score -4653662 nChanged 61
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	Iteration 196Q: 3 clusters Score -4653654 nChanged 53
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	Iteration 197Q: 3 clusters Score -4653667 nChanged 60
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	Iteration 198Q: 3 clusters Score -4653675 nChanged 71
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	Iteration 199Q: 3 clusters Score -4653674 nChanged 74
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	Iteration 200F: 3 clusters Score -4653665 nChanged 84
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	Iteration 201Q: 3 clusters Score -4653676 nChanged 83
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	Iteration 202Q: 3 clusters Score -4653684 nChanged 75
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	Iteration 203Q: 3 clusters Score -4653700 nChanged 72
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	Iteration 204Q: 3 clusters Score -4653704 nChanged 77
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	Iteration 205Q: 3 clusters Score -4653704 nChanged 83
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	Iteration 206Q: 3 clusters Score -4653722 nChanged 86
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	Iteration 207Q: 3 clusters Score -4653730 nChanged 81
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	Iteration 208Q: 3 clusters Score -4653737 nChanged 71
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	Iteration 209Q: 3 clusters Score -4653756 nChanged 74
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	Iteration 210Q: 3 clusters Score -4653759 nChanged 62
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	Iteration 212Q: 3 clusters Score -4653745 nChanged 64
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	Iteration 213Q: 3 clusters Score -4653740 nChanged 74
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	Iteration 214Q: 3 clusters Score -4653748 nChanged 58
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	Iteration 215Q: 3 clusters Score -4653757 nChanged 55
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	Iteration 216Q: 3 clusters Score -4653764 nChanged 64
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	Iteration 217Q: 3 clusters Score -4653759 nChanged 60
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	Iteration 218Q: 3 clusters Score -4653760 nChanged 57
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	Iteration 219Q: 3 clusters Score -4653769 nChanged 54
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	Iteration 220F: 3 clusters Score -4653760 nChanged 44
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	Iteration 222Q: 3 clusters Score -4653769 nChanged 38
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	Iteration 223Q: 3 clusters Score -4653779 nChanged 53
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	Iteration 224Q: 3 clusters Score -4653785 nChanged 45
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	Iteration 225Q: 3 clusters Score -4653790 nChanged 45
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	Iteration 280F: 3 clusters Score -4655032 nChanged 134
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	Iteration 300F: 3 clusters Score -4655656 nChanged 35
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	Iteration 317Q: 3 clusters Score -4655770 nChanged 4
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	Iteration 319Q: 3 clusters Score -4655772 nChanged 1
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Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4655773.500000 Penalty: 3488.345459
	Iteration 320F: 3 clusters Score -4655774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4655776.000000 Penalty: 3488.345459
	Iteration 321Q: 3 clusters Score -4655776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4655782.000000 Penalty: 3488.345459
	Iteration 322Q: 3 clusters Score -4655782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4655778.500000 Penalty: 3488.345459
	Iteration 323Q: 3 clusters Score -4655778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4655778.500000 Penalty: 3488.345459
	Iteration 324F: 3 clusters Score -4655778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -797736.062500 Penalty: 1470.957764
	Iteration 0F: 2 clusters Score -797736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -791567.625000 Penalty: 2941.915527
	Iteration 0F: 3 clusters Score -791567.6 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -793794.812500 Penalty: 2941.915527
	Iteration 1F: 3 clusters Score -793794.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -794542.375000 Penalty: 2941.915527
	Iteration 2F: 3 clusters Score -794542.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -795331.750000 Penalty: 2941.915527
	Iteration 3F: 3 clusters Score -795331.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -795946.062500 Penalty: 2941.915527
	Iteration 4F: 3 clusters Score -795946.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -796346.625000 Penalty: 2941.915527
	Iteration 5F: 3 clusters Score -796346.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -796600.437500 Penalty: 2941.915527
	Iteration 6Q: 3 clusters Score -796600.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -796752.437500 Penalty: 2941.915527
	Iteration 7Q: 3 clusters Score -796752.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -796868.062500 Penalty: 2941.915527
	Iteration 8Q: 3 clusters Score -796868.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -796937.375000 Penalty: 2941.915527
	Iteration 9Q: 3 clusters Score -796937.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -796990.375000 Penalty: 2941.915527
	Iteration 10Q: 3 clusters Score -796990.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -797020.875000 Penalty: 2941.915527
	Iteration 11Q: 3 clusters Score -797020.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -797037.062500 Penalty: 2941.915527
	Iteration 12Q: 3 clusters Score -797037.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -797051.375000 Penalty: 2941.915527
	Iteration 13Q: 3 clusters Score -797051.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -797064.375000 Penalty: 2941.915527
	Iteration 14Q: 3 clusters Score -797064.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -797087.687500 Penalty: 2941.915527
	Iteration 15Q: 3 clusters Score -797087.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -797108.562500 Penalty: 2941.915527
	Iteration 16Q: 3 clusters Score -797108.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -797127.687500 Penalty: 2941.915527
	Iteration 17Q: 3 clusters Score -797127.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -797140.687500 Penalty: 2941.915527
	Iteration 18Q: 3 clusters Score -797140.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -797151.062500 Penalty: 2941.915527
	Iteration 19Q: 3 clusters Score -797151.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -797158.687500 Penalty: 2941.915527
	Iteration 20F: 3 clusters Score -797158.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -797168.437500 Penalty: 2941.915527
	Iteration 21Q: 3 clusters Score -797168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -797183.750000 Penalty: 2941.915527
	Iteration 22Q: 3 clusters Score -797183.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -797214.000000 Penalty: 2941.915527
	Iteration 23Q: 3 clusters Score -797214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -797241.875000 Penalty: 2941.915527
	Iteration 24Q: 3 clusters Score -797241.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -797279.750000 Penalty: 2941.915527
	Iteration 25Q: 3 clusters Score -797279.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -797300.187500 Penalty: 2941.915527
	Iteration 26Q: 3 clusters Score -797300.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -797322.312500 Penalty: 2941.915527
	Iteration 27Q: 3 clusters Score -797322.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -797333.625000 Penalty: 2941.915527
	Iteration 28Q: 3 clusters Score -797333.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -797342.937500 Penalty: 2941.915527
	Iteration 29Q: 3 clusters Score -797342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -797359.250000 Penalty: 2941.915527
	Iteration 30Q: 3 clusters Score -797359.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -797377.500000 Penalty: 2941.915527
	Iteration 31Q: 3 clusters Score -797377.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -797402.187500 Penalty: 2941.915527
	Iteration 32Q: 3 clusters Score -797402.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -797420.812500 Penalty: 2941.915527
	Iteration 33Q: 3 clusters Score -797420.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -797442.750000 Penalty: 2941.915527
	Iteration 34Q: 3 clusters Score -797442.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -797455.187500 Penalty: 2941.915527
	Iteration 35Q: 3 clusters Score -797455.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -797466.812500 Penalty: 2941.915527
	Iteration 36Q: 3 clusters Score -797466.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -797476.812500 Penalty: 2941.915527
	Iteration 37Q: 3 clusters Score -797476.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -797481.125000 Penalty: 2941.915527
	Iteration 38Q: 3 clusters Score -797481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -797484.187500 Penalty: 2941.915527
	Iteration 39Q: 3 clusters Score -797484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -797488.000000 Penalty: 2941.915527
	Iteration 40F: 3 clusters Score -797488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -797487.375000 Penalty: 2941.915527
	Iteration 41Q: 3 clusters Score -797487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -797493.250000 Penalty: 2941.915527
	Iteration 42Q: 3 clusters Score -797493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -797496.625000 Penalty: 2941.915527
	Iteration 43Q: 3 clusters Score -797496.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -797500.937500 Penalty: 2941.915527
	Iteration 44Q: 3 clusters Score -797500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -797500.312500 Penalty: 2941.915527
	Iteration 45Q: 3 clusters Score -797500.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -797500.937500 Penalty: 2941.915527
	Iteration 46Q: 3 clusters Score -797500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -797505.687500 Penalty: 2941.915527
	Iteration 47Q: 3 clusters Score -797505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -797507.812500 Penalty: 2941.915527
	Iteration 48Q: 3 clusters Score -797507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -797507.437500 Penalty: 2941.915527
	Iteration 49Q: 3 clusters Score -797507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -797509.437500 Penalty: 2941.915527
	Iteration 50Q: 3 clusters Score -797509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -797511.187500 Penalty: 2941.915527
	Iteration 51Q: 3 clusters Score -797511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -797512.687500 Penalty: 2941.915527
	Iteration 52Q: 3 clusters Score -797512.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -797516.125000 Penalty: 2941.915527
	Iteration 53Q: 3 clusters Score -797516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -797516.937500 Penalty: 2941.915527
	Iteration 54Q: 3 clusters Score -797516.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -797517.812500 Penalty: 2941.915527
	Iteration 55Q: 3 clusters Score -797517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -797521.437500 Penalty: 2941.915527
	Iteration 56Q: 3 clusters Score -797521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -797520.562500 Penalty: 2941.915527
	Iteration 57Q: 3 clusters Score -797520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -797521.437500 Penalty: 2941.915527
	Iteration 58Q: 3 clusters Score -797521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -797525.125000 Penalty: 2941.915527
	Iteration 59Q: 3 clusters Score -797525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -797525.375000 Penalty: 2941.915527
	Iteration 60F: 3 clusters Score -797525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -797525.187500 Penalty: 2941.915527
	Iteration 61Q: 3 clusters Score -797525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -797528.625000 Penalty: 2941.915527
	Iteration 62Q: 3 clusters Score -797528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -797527.875000 Penalty: 2941.915527
	Iteration 63Q: 3 clusters Score -797527.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -797534.687500 Penalty: 2941.915527
	Iteration 64Q: 3 clusters Score -797534.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -797541.500000 Penalty: 2941.915527
	Iteration 65Q: 3 clusters Score -797541.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -797545.500000 Penalty: 2941.915527
	Iteration 66Q: 3 clusters Score -797545.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -797551.312500 Penalty: 2941.915527
	Iteration 67Q: 3 clusters Score -797551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -797552.750000 Penalty: 2941.915527
	Iteration 68Q: 3 clusters Score -797552.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -797554.687500 Penalty: 2941.915527
	Iteration 69Q: 3 clusters Score -797554.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -797558.937500 Penalty: 2941.915527
	Iteration 70Q: 3 clusters Score -797558.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -797559.750000 Penalty: 2941.915527
	Iteration 71Q: 3 clusters Score -797559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -797559.500000 Penalty: 2941.915527
	Iteration 72Q: 3 clusters Score -797559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -797560.437500 Penalty: 2941.915527
	Iteration 73Q: 3 clusters Score -797560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -797561.437500 Penalty: 2941.915527
	Iteration 74Q: 3 clusters Score -797561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -797561.437500 Penalty: 2941.915527
	Iteration 75F: 3 clusters Score -797561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -701871.812500 Penalty: 1440.360474
	Iteration 0F: 2 clusters Score -701871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -696572.250000 Penalty: 2880.720947
	Iteration 0F: 3 clusters Score -696572.2 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -698276.750000 Penalty: 2880.720947
	Iteration 1F: 3 clusters Score -698276.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -698596.187500 Penalty: 2880.720947
	Iteration 2F: 3 clusters Score -698596.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -698867.812500 Penalty: 2880.720947
	Iteration 3F: 3 clusters Score -698867.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -699143.750000 Penalty: 2880.720947
	Iteration 4F: 3 clusters Score -699143.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -699430.625000 Penalty: 2880.720947
	Iteration 5F: 3 clusters Score -699430.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -699684.250000 Penalty: 2880.720947
	Iteration 6F: 3 clusters Score -699684.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -699901.812500 Penalty: 2880.720947
	Iteration 7Q: 3 clusters Score -699901.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -700109.625000 Penalty: 2880.720947
	Iteration 8Q: 3 clusters Score -700109.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -700339.562500 Penalty: 2880.720947
	Iteration 9Q: 3 clusters Score -700339.6 nChanged 187
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: -700577.687500 Penalty: 2880.720947
	Iteration 10Q: 3 clusters Score -700577.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -700899.875000 Penalty: 2880.720947
	Iteration 11Q: 3 clusters Score -700899.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -701271.750000 Penalty: 2880.720947
	Iteration 12Q: 3 clusters Score -701271.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -701530.625000 Penalty: 2880.720947
	Iteration 13Q: 3 clusters Score -701530.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -701674.812500 Penalty: 2880.720947
	Iteration 14Q: 3 clusters Score -701674.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -701752.000000 Penalty: 2880.720947
	Iteration 15Q: 3 clusters Score -701752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -701798.687500 Penalty: 2880.720947
	Iteration 16Q: 3 clusters Score -701798.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -701838.937500 Penalty: 2880.720947
	Iteration 17Q: 3 clusters Score -701838.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -701883.500000 Penalty: 2880.720947
	Iteration 18Q: 3 clusters Score -701883.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -701927.437500 Penalty: 2880.720947
	Iteration 19Q: 3 clusters Score -701927.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -701976.437500 Penalty: 2880.720947
	Iteration 20F: 3 clusters Score -701976.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -702008.750000 Penalty: 2880.720947
	Iteration 21Q: 3 clusters Score -702008.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -702027.125000 Penalty: 2880.720947
	Iteration 22Q: 3 clusters Score -702027.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -702042.875000 Penalty: 2880.720947
	Iteration 23Q: 3 clusters Score -702042.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -702051.875000 Penalty: 2880.720947
	Iteration 24Q: 3 clusters Score -702051.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -702060.250000 Penalty: 2880.720947
	Iteration 25Q: 3 clusters Score -702060.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -702069.750000 Penalty: 2880.720947
	Iteration 26Q: 3 clusters Score -702069.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -702084.187500 Penalty: 2880.720947
	Iteration 27Q: 3 clusters Score -702084.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -702093.750000 Penalty: 2880.720947
	Iteration 28Q: 3 clusters Score -702093.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -702099.187500 Penalty: 2880.720947
	Iteration 29Q: 3 clusters Score -702099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -702101.812500 Penalty: 2880.720947
	Iteration 30Q: 3 clusters Score -702101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -702104.750000 Penalty: 2880.720947
	Iteration 31Q: 3 clusters Score -702104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -702109.250000 Penalty: 2880.720947
	Iteration 32Q: 3 clusters Score -702109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -702110.375000 Penalty: 2880.720947
	Iteration 33Q: 3 clusters Score -702110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -702110.062500 Penalty: 2880.720947
	Iteration 34Q: 3 clusters Score -702110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -702109.750000 Penalty: 2880.720947
	Iteration 35Q: 3 clusters Score -702109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -702109.625000 Penalty: 2880.720947
	Iteration 36Q: 3 clusters Score -702109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -702110.812500 Penalty: 2880.720947
	Iteration 37Q: 3 clusters Score -702110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -702112.875000 Penalty: 2880.720947
	Iteration 38Q: 3 clusters Score -702112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -702113.000000 Penalty: 2880.720947
	Iteration 39Q: 3 clusters Score -702113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -702113.812500 Penalty: 2880.720947
	Iteration 40F: 3 clusters Score -702113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -702113.937500 Penalty: 2880.720947
	Iteration 41Q: 3 clusters Score -702113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -702114.937500 Penalty: 2880.720947
	Iteration 42Q: 3 clusters Score -702114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -702114.875000 Penalty: 2880.720947
	Iteration 43Q: 3 clusters Score -702114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -702116.000000 Penalty: 2880.720947
	Iteration 44Q: 3 clusters Score -702116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -702115.750000 Penalty: 2880.720947
	Iteration 45Q: 3 clusters Score -702115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -702114.937500 Penalty: 2880.720947
	Iteration 46Q: 3 clusters Score -702114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -702116.125000 Penalty: 2880.720947
	Iteration 47Q: 3 clusters Score -702116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -702117.750000 Penalty: 2880.720947
	Iteration 48Q: 3 clusters Score -702117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -702117.875000 Penalty: 2880.720947
	Iteration 49Q: 3 clusters Score -702117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -702117.875000 Penalty: 2880.720947
	Iteration 50F: 3 clusters Score -702117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 139104 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 192917 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 4924 members 
Entering Unmasked Estep 
Score: -153947952.000000 Penalty: 83328.531250
Splitting cluster 6 changes total score from -153948944.000000 to -153947952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (139104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Entering Unmasked Estep 
Score: -14495018.000000 Penalty: 1924.483887
	Iteration 0F: 2 clusters Score -1.449502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -14402157.000000 Penalty: 3848.967773
	Iteration 0F: 3 clusters Score -1.440216e+07 nChanged 67039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -14442901.000000 Penalty: 3848.967773
	Iteration 1F: 3 clusters Score -1.44429e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -14445626.000000 Penalty: 3848.967773
	Iteration 2Q: 3 clusters Score -1.444563e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -14449650.000000 Penalty: 3848.967773
	Iteration 3F: 3 clusters Score -1.444965e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -14454500.000000 Penalty: 3848.967773
	Iteration 4F: 3 clusters Score -1.44545e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -14459808.000000 Penalty: 3848.967773
	Iteration 5F: 3 clusters Score -1.445981e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -14464615.000000 Penalty: 3848.967773
	Iteration 6F: 3 clusters Score -1.446462e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -14468724.000000 Penalty: 3848.967773
	Iteration 7F: 3 clusters Score -1.446872e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -14472336.000000 Penalty: 3848.967773
	Iteration 8Q: 3 clusters Score -1.447234e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -14476005.000000 Penalty: 3848.967773
	Iteration 9Q: 3 clusters Score -1.4476e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -14479725.000000 Penalty: 3848.967773
	Iteration 10Q: 3 clusters Score -1.447972e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -14483014.000000 Penalty: 3848.967773
	Iteration 11Q: 3 clusters Score -1.448301e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -14485990.000000 Penalty: 3848.967773
	Iteration 12Q: 3 clusters Score -1.448599e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -14488339.000000 Penalty: 3848.967773
	Iteration 13Q: 3 clusters Score -1.448834e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -14490613.000000 Penalty: 3848.967773
	Iteration 14Q: 3 clusters Score -1.449061e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 116414 members 
Entering Unmasked Estep 
Score: -14492934.000000 Penalty: 3848.967773
	Iteration 15Q: 3 clusters Score -1.449293e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 116925 members 
Entering Unmasked Estep 
Score: -14494761.000000 Penalty: 3848.967773
	Iteration 16Q: 3 clusters Score -1.449476e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -14496198.000000 Penalty: 3848.967773
	Iteration 17Q: 3 clusters Score -1.44962e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 117150 members 
Entering Unmasked Estep 
Score: -14497167.000000 Penalty: 3848.967773
	Iteration 18Q: 3 clusters Score -1.449717e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -14497668.000000 Penalty: 3848.967773
	Iteration 19Q: 3 clusters Score -1.449767e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -14497982.000000 Penalty: 3848.967773
	Iteration 20F: 3 clusters Score -1.449798e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -14498210.000000 Penalty: 3848.967773
	Iteration 21Q: 3 clusters Score -1.449821e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -14498383.000000 Penalty: 3848.967773
	Iteration 22Q: 3 clusters Score -1.449838e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 115767 members 
Entering Unmasked Estep 
Score: -14498494.000000 Penalty: 3848.967773
	Iteration 23Q: 3 clusters Score -1.449849e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -14498573.000000 Penalty: 3848.967773
	Iteration 24Q: 3 clusters Score -1.449857e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -14498680.000000 Penalty: 3848.967773
	Iteration 25Q: 3 clusters Score -1.449868e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -14498749.000000 Penalty: 3848.967773
	Iteration 26Q: 3 clusters Score -1.449875e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -14498763.000000 Penalty: 3848.967773
	Iteration 27Q: 3 clusters Score -1.449876e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -14498761.000000 Penalty: 3848.967773
	Iteration 28Q: 3 clusters Score -1.449876e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -14498759.000000 Penalty: 3848.967773
	Iteration 29Q: 3 clusters Score -1.449876e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -14498744.000000 Penalty: 3848.967773
	Iteration 30Q: 3 clusters Score -1.449874e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -14498770.000000 Penalty: 3848.967773
	Iteration 31Q: 3 clusters Score -1.449877e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 113486 members 
Entering Unmasked Estep 
Score: -14498790.000000 Penalty: 3848.967773
	Iteration 32Q: 3 clusters Score -1.449879e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -14498828.000000 Penalty: 3848.967773
	Iteration 33Q: 3 clusters Score -1.449883e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -14498813.000000 Penalty: 3848.967773
	Iteration 34Q: 3 clusters Score -1.449881e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -14498813.000000 Penalty: 3848.967773
	Iteration 35Q: 3 clusters Score -1.449881e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -14498830.000000 Penalty: 3848.967773
	Iteration 36Q: 3 clusters Score -1.449883e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -14498878.000000 Penalty: 3848.967773
	Iteration 37Q: 3 clusters Score -1.449888e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -14498915.000000 Penalty: 3848.967773
	Iteration 38Q: 3 clusters Score -1.449892e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 112304 members 
Entering Unmasked Estep 
Score: -14498914.000000 Penalty: 3848.967773
	Iteration 39Q: 3 clusters Score -1.449891e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -14498952.000000 Penalty: 3848.967773
	Iteration 40F: 3 clusters Score -1.449895e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -14498950.000000 Penalty: 3848.967773
	Iteration 41Q: 3 clusters Score -1.449895e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 111858 members 
Entering Unmasked Estep 
Score: -14498949.000000 Penalty: 3848.967773
	Iteration 42Q: 3 clusters Score -1.449895e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -14498963.000000 Penalty: 3848.967773
	Iteration 43Q: 3 clusters Score -1.449896e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -14498986.000000 Penalty: 3848.967773
	Iteration 44Q: 3 clusters Score -1.449899e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 111447 members 
Entering Unmasked Estep 
Score: -14499024.000000 Penalty: 3848.967773
	Iteration 45Q: 3 clusters Score -1.449902e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -14499022.000000 Penalty: 3848.967773
	Iteration 46Q: 3 clusters Score -1.449902e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -14499038.000000 Penalty: 3848.967773
	Iteration 47Q: 3 clusters Score -1.449904e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 111099 members 
Entering Unmasked Estep 
Score: -14499030.000000 Penalty: 3848.967773
	Iteration 48Q: 3 clusters Score -1.449903e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -14499063.000000 Penalty: 3848.967773
	Iteration 49Q: 3 clusters Score -1.449906e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -14499066.000000 Penalty: 3848.967773
	Iteration 50Q: 3 clusters Score -1.449907e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -14499131.000000 Penalty: 3848.967773
	Iteration 51Q: 3 clusters Score -1.449913e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -14499133.000000 Penalty: 3848.967773
	Iteration 52Q: 3 clusters Score -1.449913e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -14499147.000000 Penalty: 3848.967773
	Iteration 53Q: 3 clusters Score -1.449915e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -14499185.000000 Penalty: 3848.967773
	Iteration 54Q: 3 clusters Score -1.449918e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -14499167.000000 Penalty: 3848.967773
	Iteration 55Q: 3 clusters Score -1.449917e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -14499181.000000 Penalty: 3848.967773
	Iteration 56Q: 3 clusters Score -1.449918e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -14499147.000000 Penalty: 3848.967773
	Iteration 57Q: 3 clusters Score -1.449915e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -14499141.000000 Penalty: 3848.967773
	Iteration 58Q: 3 clusters Score -1.449914e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -14499162.000000 Penalty: 3848.967773
	Iteration 59Q: 3 clusters Score -1.449916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -14499158.000000 Penalty: 3848.967773
	Iteration 60F: 3 clusters Score -1.449916e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -14499119.000000 Penalty: 3848.967773
	Iteration 61Q: 3 clusters Score -1.449912e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -14499121.000000 Penalty: 3848.967773
	Iteration 62Q: 3 clusters Score -1.449912e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
Score: -14499142.000000 Penalty: 3848.967773
	Iteration 63Q: 3 clusters Score -1.449914e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -14499130.000000 Penalty: 3848.967773
	Iteration 64Q: 3 clusters Score -1.449913e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -14499139.000000 Penalty: 3848.967773
	Iteration 65Q: 3 clusters Score -1.449914e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -14499151.000000 Penalty: 3848.967773
	Iteration 66Q: 3 clusters Score -1.449915e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -14499155.000000 Penalty: 3848.967773
	Iteration 67Q: 3 clusters Score -1.449916e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -14499185.000000 Penalty: 3848.967773
	Iteration 68Q: 3 clusters Score -1.449918e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 108975 members 
Entering Unmasked Estep 
Score: -14499163.000000 Penalty: 3848.967773
	Iteration 69Q: 3 clusters Score -1.449916e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 108883 members 
Entering Unmasked Estep 
Score: -14499183.000000 Penalty: 3848.967773
	Iteration 70Q: 3 clusters Score -1.449918e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -14499177.000000 Penalty: 3848.967773
	Iteration 71Q: 3 clusters Score -1.449918e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -14499187.000000 Penalty: 3848.967773
	Iteration 72Q: 3 clusters Score -1.449919e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -14499197.000000 Penalty: 3848.967773
	Iteration 73Q: 3 clusters Score -1.44992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -14499175.000000 Penalty: 3848.967773
	Iteration 74Q: 3 clusters Score -1.449918e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -14499177.000000 Penalty: 3848.967773
	Iteration 75Q: 3 clusters Score -1.449918e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -14499186.000000 Penalty: 3848.967773
	Iteration 76Q: 3 clusters Score -1.449919e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -14499175.000000 Penalty: 3848.967773
	Iteration 77Q: 3 clusters Score -1.449918e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 108305 members 
Entering Unmasked Estep 
Score: -14499176.000000 Penalty: 3848.967773
	Iteration 78Q: 3 clusters Score -1.449918e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -14499186.000000 Penalty: 3848.967773
	Iteration 79Q: 3 clusters Score -1.449919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -14499189.000000 Penalty: 3848.967773
	Iteration 80F: 3 clusters Score -1.449919e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -14499183.000000 Penalty: 3848.967773
	Iteration 81Q: 3 clusters Score -1.449918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -14499192.000000 Penalty: 3848.967773
	Iteration 82Q: 3 clusters Score -1.449919e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -14499176.000000 Penalty: 3848.967773
	Iteration 83Q: 3 clusters Score -1.449918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -14499168.000000 Penalty: 3848.967773
	Iteration 84Q: 3 clusters Score -1.449917e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -14499175.000000 Penalty: 3848.967773
	Iteration 85Q: 3 clusters Score -1.449918e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -14499150.000000 Penalty: 3848.967773
	Iteration 86Q: 3 clusters Score -1.449915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -14499168.000000 Penalty: 3848.967773
	Iteration 87Q: 3 clusters Score -1.449917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -14499160.000000 Penalty: 3848.967773
	Iteration 88Q: 3 clusters Score -1.449916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -14499150.000000 Penalty: 3848.967773
	Iteration 89Q: 3 clusters Score -1.449915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -14499130.000000 Penalty: 3848.967773
	Iteration 90Q: 3 clusters Score -1.449913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -14499139.000000 Penalty: 3848.967773
	Iteration 91Q: 3 clusters Score -1.449914e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -14499127.000000 Penalty: 3848.967773
	Iteration 92Q: 3 clusters Score -1.449913e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 107509 members 
Entering Unmasked Estep 
Score: -14499156.000000 Penalty: 3848.967773
	Iteration 93Q: 3 clusters Score -1.449916e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 107449 members 
Entering Unmasked Estep 
Score: -14499140.000000 Penalty: 3848.967773
	Iteration 94Q: 3 clusters Score -1.449914e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -14499140.000000 Penalty: 3848.967773
	Iteration 95Q: 3 clusters Score -1.449914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -14499162.000000 Penalty: 3848.967773
	Iteration 96Q: 3 clusters Score -1.449916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -14499165.000000 Penalty: 3848.967773
	Iteration 97Q: 3 clusters Score -1.449916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -14499171.000000 Penalty: 3848.967773
	Iteration 98Q: 3 clusters Score -1.449917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -14499167.000000 Penalty: 3848.967773
	Iteration 99Q: 3 clusters Score -1.449917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -14499184.000000 Penalty: 3848.967773
	Iteration 100F: 3 clusters Score -1.449918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -14499183.000000 Penalty: 3848.967773
	Iteration 101Q: 3 clusters Score -1.449918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -14499176.000000 Penalty: 3848.967773
	Iteration 102Q: 3 clusters Score -1.449918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -14499156.000000 Penalty: 3848.967773
	Iteration 103Q: 3 clusters Score -1.449916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -14499186.000000 Penalty: 3848.967773
	Iteration 104Q: 3 clusters Score -1.449919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -14499162.000000 Penalty: 3848.967773
	Iteration 105Q: 3 clusters Score -1.449916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -14499164.000000 Penalty: 3848.967773
	Iteration 106Q: 3 clusters Score -1.449916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -14499161.000000 Penalty: 3848.967773
	Iteration 107Q: 3 clusters Score -1.449916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -14499175.000000 Penalty: 3848.967773
	Iteration 108Q: 3 clusters Score -1.449918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -14499195.000000 Penalty: 3848.967773
	Iteration 109Q: 3 clusters Score -1.44992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -14499198.000000 Penalty: 3848.967773
	Iteration 110Q: 3 clusters Score -1.44992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -14499173.000000 Penalty: 3848.967773
	Iteration 111Q: 3 clusters Score -1.449917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -14499174.000000 Penalty: 3848.967773
	Iteration 112Q: 3 clusters Score -1.449917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -14499167.000000 Penalty: 3848.967773
	Iteration 113Q: 3 clusters Score -1.449917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -14499170.000000 Penalty: 3848.967773
	Iteration 114Q: 3 clusters Score -1.449917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -14499168.000000 Penalty: 3848.967773
	Iteration 115Q: 3 clusters Score -1.449917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -14499177.000000 Penalty: 3848.967773
	Iteration 116Q: 3 clusters Score -1.449918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -14499169.000000 Penalty: 3848.967773
	Iteration 117Q: 3 clusters Score -1.449917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 106791 members 
Entering Unmasked Estep 
Score: -14499172.000000 Penalty: 3848.967773
	Iteration 118Q: 3 clusters Score -1.449917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -14499152.000000 Penalty: 3848.967773
	Iteration 119Q: 3 clusters Score -1.449915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -14499158.000000 Penalty: 3848.967773
	Iteration 120F: 3 clusters Score -1.449916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -14499163.000000 Penalty: 3848.967773
	Iteration 121Q: 3 clusters Score -1.449916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -14499151.000000 Penalty: 3848.967773
	Iteration 122Q: 3 clusters Score -1.449915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 106691 members 
Entering Unmasked Estep 
Score: -14499159.000000 Penalty: 3848.967773
	Iteration 123Q: 3 clusters Score -1.449916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -14499150.000000 Penalty: 3848.967773
	Iteration 124Q: 3 clusters Score -1.449915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -14499138.000000 Penalty: 3848.967773
	Iteration 125Q: 3 clusters Score -1.449914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -14499127.000000 Penalty: 3848.967773
	Iteration 126Q: 3 clusters Score -1.449913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -14499131.000000 Penalty: 3848.967773
	Iteration 127Q: 3 clusters Score -1.449913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 106615 members 
Entering Unmasked Estep 
Score: -14499155.000000 Penalty: 3848.967773
	Iteration 128Q: 3 clusters Score -1.449916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -14499146.000000 Penalty: 3848.967773
	Iteration 129Q: 3 clusters Score -1.449915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -14499138.000000 Penalty: 3848.967773
	Iteration 130Q: 3 clusters Score -1.449914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -14499146.000000 Penalty: 3848.967773
	Iteration 131Q: 3 clusters Score -1.449915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -14499149.000000 Penalty: 3848.967773
	Iteration 132Q: 3 clusters Score -1.449915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -14499137.000000 Penalty: 3848.967773
	Iteration 133Q: 3 clusters Score -1.449914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -14499128.000000 Penalty: 3848.967773
	Iteration 134Q: 3 clusters Score -1.449913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -14499126.000000 Penalty: 3848.967773
	Iteration 135Q: 3 clusters Score -1.449913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -14499128.000000 Penalty: 3848.967773
	Iteration 136Q: 3 clusters Score -1.449913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -14499131.000000 Penalty: 3848.967773
	Iteration 137Q: 3 clusters Score -1.449913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -14499127.000000 Penalty: 3848.967773
	Iteration 138Q: 3 clusters Score -1.449913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -14499131.000000 Penalty: 3848.967773
	Iteration 139Q: 3 clusters Score -1.449913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -14499126.000000 Penalty: 3848.967773
	Iteration 140F: 3 clusters Score -1.449913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -14499121.000000 Penalty: 3848.967773
	Iteration 141Q: 3 clusters Score -1.449912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -14499118.000000 Penalty: 3848.967773
	Iteration 142Q: 3 clusters Score -1.449912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -14499126.000000 Penalty: 3848.967773
	Iteration 143Q: 3 clusters Score -1.449913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -14499122.000000 Penalty: 3848.967773
	Iteration 144Q: 3 clusters Score -1.449912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -14499126.000000 Penalty: 3848.967773
	Iteration 145Q: 3 clusters Score -1.449913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 106422 members 
Entering Unmasked Estep 
Score: -14499126.000000 Penalty: 3848.967773
	Iteration 146Q: 3 clusters Score -1.449913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -14499126.000000 Penalty: 3848.967773
	Iteration 147Q: 3 clusters Score -1.449913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -14499123.000000 Penalty: 3848.967773
	Iteration 148Q: 3 clusters Score -1.449912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -14499117.000000 Penalty: 3848.967773
	Iteration 149Q: 3 clusters Score -1.449912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -14499110.000000 Penalty: 3848.967773
	Iteration 150Q: 3 clusters Score -1.449911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -14499107.000000 Penalty: 3848.967773
	Iteration 151Q: 3 clusters Score -1.449911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -14499111.000000 Penalty: 3848.967773
	Iteration 152Q: 3 clusters Score -1.449911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -14499101.000000 Penalty: 3848.967773
	Iteration 153Q: 3 clusters Score -1.44991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -14499096.000000 Penalty: 3848.967773
	Iteration 154Q: 3 clusters Score -1.44991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -14499085.000000 Penalty: 3848.967773
	Iteration 155Q: 3 clusters Score -1.449908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -14499084.000000 Penalty: 3848.967773
	Iteration 156Q: 3 clusters Score -1.449908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -14499077.000000 Penalty: 3848.967773
	Iteration 157Q: 3 clusters Score -1.449908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -14499078.000000 Penalty: 3848.967773
	Iteration 158Q: 3 clusters Score -1.449908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -14499070.000000 Penalty: 3848.967773
	Iteration 159Q: 3 clusters Score -1.449907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -14499075.000000 Penalty: 3848.967773
	Iteration 160F: 3 clusters Score -1.449908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -14499076.000000 Penalty: 3848.967773
	Iteration 161Q: 3 clusters Score -1.449908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -14499080.000000 Penalty: 3848.967773
	Iteration 162Q: 3 clusters Score -1.449908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -14499084.000000 Penalty: 3848.967773
	Iteration 163Q: 3 clusters Score -1.449908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -14499079.000000 Penalty: 3848.967773
	Iteration 164Q: 3 clusters Score -1.449908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -14499088.000000 Penalty: 3848.967773
	Iteration 165Q: 3 clusters Score -1.449909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -14499080.000000 Penalty: 3848.967773
	Iteration 166Q: 3 clusters Score -1.449908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -14499082.000000 Penalty: 3848.967773
	Iteration 167Q: 3 clusters Score -1.449908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -14499079.000000 Penalty: 3848.967773
	Iteration 168Q: 3 clusters Score -1.449908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -14499083.000000 Penalty: 3848.967773
	Iteration 169Q: 3 clusters Score -1.449908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -14499076.000000 Penalty: 3848.967773
	Iteration 170Q: 3 clusters Score -1.449908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -14499080.000000 Penalty: 3848.967773
	Iteration 171Q: 3 clusters Score -1.449908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -14499089.000000 Penalty: 3848.967773
	Iteration 172Q: 3 clusters Score -1.449909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -14499085.000000 Penalty: 3848.967773
	Iteration 173Q: 3 clusters Score -1.449908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -14499088.000000 Penalty: 3848.967773
	Iteration 174Q: 3 clusters Score -1.449909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -14499079.000000 Penalty: 3848.967773
	Iteration 175Q: 3 clusters Score -1.449908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -14499079.000000 Penalty: 3848.967773
	Iteration 176F: 3 clusters Score -1.449908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 192917 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Entering Unmasked Estep 
Score: -153954176.000000 Penalty: 83328.531250
Splitting cluster 7 changes total score from -153948944.000000 to -153954176.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (170368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Entering Unmasked Estep 
Score: -17890684.000000 Penalty: 1957.428955
	Iteration 0F: 2 clusters Score -1.789068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -17792872.000000 Penalty: 3914.857910
	Iteration 0F: 3 clusters Score -1.779287e+07 nChanged 82436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -17843106.000000 Penalty: 3914.857910
	Iteration 1F: 3 clusters Score -1.784311e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -17846166.000000 Penalty: 3914.857910
	Iteration 2Q: 3 clusters Score -1.784617e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -17851782.000000 Penalty: 3914.857910
	Iteration 3F: 3 clusters Score -1.785178e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -17860770.000000 Penalty: 3914.857910
	Iteration 4F: 3 clusters Score -1.786077e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 132423 members 
Entering Unmasked Estep 
Score: -17873028.000000 Penalty: 3914.857910
	Iteration 5F: 3 clusters Score -1.787303e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 144580 members 
Entering Unmasked Estep 
Score: -17884118.000000 Penalty: 3914.857910
	Iteration 6F: 3 clusters Score -1.788412e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 153071 members 
Entering Unmasked Estep 
Score: -17889002.000000 Penalty: 3914.857910
	Iteration 7F: 3 clusters Score -1.7889e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -17891022.000000 Penalty: 3914.857910
	Iteration 8Q: 3 clusters Score -1.789102e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -17891782.000000 Penalty: 3914.857910
	Iteration 9Q: 3 clusters Score -1.789178e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -17891848.000000 Penalty: 3914.857910
	Iteration 10Q: 3 clusters Score -1.789185e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 164009 members 
Entering Unmasked Estep 
Score: -17891646.000000 Penalty: 3914.857910
	Iteration 11Q: 3 clusters Score -1.789165e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -17891450.000000 Penalty: 3914.857910
	Iteration 12Q: 3 clusters Score -1.789145e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -17891276.000000 Penalty: 3914.857910
	Iteration 13Q: 3 clusters Score -1.789128e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 166242 members 
Entering Unmasked Estep 
Score: -17891110.000000 Penalty: 3914.857910
	Iteration 14Q: 3 clusters Score -1.789111e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -17890980.000000 Penalty: 3914.857910
	Iteration 15Q: 3 clusters Score -1.789098e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 167140 members 
Entering Unmasked Estep 
Score: -17890840.000000 Penalty: 3914.857910
	Iteration 16Q: 3 clusters Score -1.789084e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -17890688.000000 Penalty: 3914.857910
	Iteration 17Q: 3 clusters Score -1.789069e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 167722 members 
Entering Unmasked Estep 
Score: -17890610.000000 Penalty: 3914.857910
	Iteration 18Q: 3 clusters Score -1.789061e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 167963 members 
Entering Unmasked Estep 
Score: -17890550.000000 Penalty: 3914.857910
	Iteration 19Q: 3 clusters Score -1.789055e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -17890462.000000 Penalty: 3914.857910
	Iteration 20F: 3 clusters Score -1.789046e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -17890408.000000 Penalty: 3914.857910
	Iteration 21Q: 3 clusters Score -1.789041e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -17890370.000000 Penalty: 3914.857910
	Iteration 22Q: 3 clusters Score -1.789037e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -17890324.000000 Penalty: 3914.857910
	Iteration 23Q: 3 clusters Score -1.789032e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 168662 members 
Entering Unmasked Estep 
Score: -17890304.000000 Penalty: 3914.857910
	Iteration 24Q: 3 clusters Score -1.78903e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 168726 members 
Entering Unmasked Estep 
Score: -17890296.000000 Penalty: 3914.857910
	Iteration 25Q: 3 clusters Score -1.78903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -17890238.000000 Penalty: 3914.857910
	Iteration 26Q: 3 clusters Score -1.789024e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -17890234.000000 Penalty: 3914.857910
	Iteration 27Q: 3 clusters Score -1.789023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -17890230.000000 Penalty: 3914.857910
	Iteration 28Q: 3 clusters Score -1.789023e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -17890186.000000 Penalty: 3914.857910
	Iteration 29Q: 3 clusters Score -1.789019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 168963 members 
Entering Unmasked Estep 
Score: -17890178.000000 Penalty: 3914.857910
	Iteration 30Q: 3 clusters Score -1.789018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -17890160.000000 Penalty: 3914.857910
	Iteration 31Q: 3 clusters Score -1.789016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -17890142.000000 Penalty: 3914.857910
	Iteration 32Q: 3 clusters Score -1.789014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -17890116.000000 Penalty: 3914.857910
	Iteration 33Q: 3 clusters Score -1.789012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -17890106.000000 Penalty: 3914.857910
	Iteration 34Q: 3 clusters Score -1.789011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -17890090.000000 Penalty: 3914.857910
	Iteration 35Q: 3 clusters Score -1.789009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -17890096.000000 Penalty: 3914.857910
	Iteration 36Q: 3 clusters Score -1.78901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -17890090.000000 Penalty: 3914.857910
	Iteration 37Q: 3 clusters Score -1.789009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -17890080.000000 Penalty: 3914.857910
	Iteration 38Q: 3 clusters Score -1.789008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -17890064.000000 Penalty: 3914.857910
	Iteration 39Q: 3 clusters Score -1.789006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 169151 members 
Entering Unmasked Estep 
Score: -17890056.000000 Penalty: 3914.857910
	Iteration 40F: 3 clusters Score -1.789006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 169157 members 
Entering Unmasked Estep 
Score: -17890056.000000 Penalty: 3914.857910
	Iteration 41Q: 3 clusters Score -1.789006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -17890054.000000 Penalty: 3914.857910
	Iteration 42Q: 3 clusters Score -1.789005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 169179 members 
Entering Unmasked Estep 
Score: -17890062.000000 Penalty: 3914.857910
	Iteration 43Q: 3 clusters Score -1.789006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -17890048.000000 Penalty: 3914.857910
	Iteration 44Q: 3 clusters Score -1.789005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 169196 members 
Entering Unmasked Estep 
Score: -17890034.000000 Penalty: 3914.857910
	Iteration 45Q: 3 clusters Score -1.789003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -17890028.000000 Penalty: 3914.857910
	Iteration 46Q: 3 clusters Score -1.789003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -17890040.000000 Penalty: 3914.857910
	Iteration 47Q: 3 clusters Score -1.789004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 169223 members 
Entering Unmasked Estep 
Score: -17890030.000000 Penalty: 3914.857910
	Iteration 48Q: 3 clusters Score -1.789003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -17890026.000000 Penalty: 3914.857910
	Iteration 49Q: 3 clusters Score -1.789003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -17890032.000000 Penalty: 3914.857910
	Iteration 50Q: 3 clusters Score -1.789003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -17890028.000000 Penalty: 3914.857910
	Iteration 51Q: 3 clusters Score -1.789003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -17890036.000000 Penalty: 3914.857910
	Iteration 52Q: 3 clusters Score -1.789004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -17890030.000000 Penalty: 3914.857910
	Iteration 53Q: 3 clusters Score -1.789003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -17890042.000000 Penalty: 3914.857910
	Iteration 54Q: 3 clusters Score -1.789004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -17890040.000000 Penalty: 3914.857910
	Iteration 55Q: 3 clusters Score -1.789004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 169250 members 
Entering Unmasked Estep 
Score: -17890040.000000 Penalty: 3914.857910
	Iteration 56F: 3 clusters Score -1.789004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Entering Unmasked Estep 
Score: -1271337.375000 Penalty: 1541.635376
	Iteration 0F: 2 clusters Score -1271337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1262084.750000 Penalty: 3083.270752
	Iteration 0F: 3 clusters Score -1262085 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1265553.250000 Penalty: 3083.270752
	Iteration 1F: 3 clusters Score -1265553 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1266060.000000 Penalty: 3083.270752
	Iteration 2F: 3 clusters Score -1266060 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1266542.125000 Penalty: 3083.270752
	Iteration 3F: 3 clusters Score -1266542 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1267002.500000 Penalty: 3083.270752
	Iteration 4F: 3 clusters Score -1267002 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1267386.000000 Penalty: 3083.270752
	Iteration 5F: 3 clusters Score -1267386 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1267716.750000 Penalty: 3083.270752
	Iteration 6Q: 3 clusters Score -1267717 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1267978.500000 Penalty: 3083.270752
	Iteration 7Q: 3 clusters Score -1267978 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1268191.500000 Penalty: 3083.270752
	Iteration 8Q: 3 clusters Score -1268192 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1268347.875000 Penalty: 3083.270752
	Iteration 9Q: 3 clusters Score -1268348 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1268471.500000 Penalty: 3083.270752
	Iteration 10Q: 3 clusters Score -1268472 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1268581.875000 Penalty: 3083.270752
	Iteration 11Q: 3 clusters Score -1268582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1268656.875000 Penalty: 3083.270752
	Iteration 12Q: 3 clusters Score -1268657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1268719.750000 Penalty: 3083.270752
	Iteration 13Q: 3 clusters Score -1268720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1268751.500000 Penalty: 3083.270752
	Iteration 14Q: 3 clusters Score -1268752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1268774.000000 Penalty: 3083.270752
	Iteration 15Q: 3 clusters Score -1268774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1268795.250000 Penalty: 3083.270752
	Iteration 16Q: 3 clusters Score -1268795 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1268815.125000 Penalty: 3083.270752
	Iteration 17Q: 3 clusters Score -1268815 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1268835.125000 Penalty: 3083.270752
	Iteration 18Q: 3 clusters Score -1268835 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1268851.250000 Penalty: 3083.270752
	Iteration 19Q: 3 clusters Score -1268851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1268866.000000 Penalty: 3083.270752
	Iteration 20F: 3 clusters Score -1268866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1268880.250000 Penalty: 3083.270752
	Iteration 21Q: 3 clusters Score -1268880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1268887.000000 Penalty: 3083.270752
	Iteration 22Q: 3 clusters Score -1268887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1268898.375000 Penalty: 3083.270752
	Iteration 23Q: 3 clusters Score -1268898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1268913.375000 Penalty: 3083.270752
	Iteration 24Q: 3 clusters Score -1268913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1268929.500000 Penalty: 3083.270752
	Iteration 25Q: 3 clusters Score -1268930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1268932.375000 Penalty: 3083.270752
	Iteration 26Q: 3 clusters Score -1268932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1268937.000000 Penalty: 3083.270752
	Iteration 27Q: 3 clusters Score -1268937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1268943.500000 Penalty: 3083.270752
	Iteration 28Q: 3 clusters Score -1268944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1268950.125000 Penalty: 3083.270752
	Iteration 29Q: 3 clusters Score -1268950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1268956.500000 Penalty: 3083.270752
	Iteration 30Q: 3 clusters Score -1268956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1268967.125000 Penalty: 3083.270752
	Iteration 31Q: 3 clusters Score -1268967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1268973.625000 Penalty: 3083.270752
	Iteration 32Q: 3 clusters Score -1268974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1268984.500000 Penalty: 3083.270752
	Iteration 33Q: 3 clusters Score -1268984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1268992.500000 Penalty: 3083.270752
	Iteration 34Q: 3 clusters Score -1268992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1269002.500000 Penalty: 3083.270752
	Iteration 35Q: 3 clusters Score -1269002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1269016.125000 Penalty: 3083.270752
	Iteration 36Q: 3 clusters Score -1269016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1269023.625000 Penalty: 3083.270752
	Iteration 37Q: 3 clusters Score -1269024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1269030.500000 Penalty: 3083.270752
	Iteration 38Q: 3 clusters Score -1269030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1269047.250000 Penalty: 3083.270752
	Iteration 39Q: 3 clusters Score -1269047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1269063.875000 Penalty: 3083.270752
	Iteration 40F: 3 clusters Score -1269064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1269076.000000 Penalty: 3083.270752
	Iteration 41Q: 3 clusters Score -1269076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1269098.125000 Penalty: 3083.270752
	Iteration 42Q: 3 clusters Score -1269098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1269111.625000 Penalty: 3083.270752
	Iteration 43Q: 3 clusters Score -1269112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1269129.125000 Penalty: 3083.270752
	Iteration 44Q: 3 clusters Score -1269129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1269149.750000 Penalty: 3083.270752
	Iteration 45Q: 3 clusters Score -1269150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1269177.375000 Penalty: 3083.270752
	Iteration 46Q: 3 clusters Score -1269177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1269212.875000 Penalty: 3083.270752
	Iteration 47Q: 3 clusters Score -1269213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1269250.500000 Penalty: 3083.270752
	Iteration 48Q: 3 clusters Score -1269250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1269275.750000 Penalty: 3083.270752
	Iteration 49Q: 3 clusters Score -1269276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1269308.375000 Penalty: 3083.270752
	Iteration 50Q: 3 clusters Score -1269308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1269331.875000 Penalty: 3083.270752
	Iteration 51Q: 3 clusters Score -1269332 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1269356.375000 Penalty: 3083.270752
	Iteration 52Q: 3 clusters Score -1269356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1269386.125000 Penalty: 3083.270752
	Iteration 53Q: 3 clusters Score -1269386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1269415.875000 Penalty: 3083.270752
	Iteration 54Q: 3 clusters Score -1269416 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1269442.750000 Penalty: 3083.270752
	Iteration 55Q: 3 clusters Score -1269443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1269479.875000 Penalty: 3083.270752
	Iteration 56Q: 3 clusters Score -1269480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1269517.625000 Penalty: 3083.270752
	Iteration 57Q: 3 clusters Score -1269518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1269542.875000 Penalty: 3083.270752
	Iteration 58Q: 3 clusters Score -1269543 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1269576.625000 Penalty: 3083.270752
	Iteration 59Q: 3 clusters Score -1269577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1269613.125000 Penalty: 3083.270752
	Iteration 60F: 3 clusters Score -1269613 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1269647.875000 Penalty: 3083.270752
	Iteration 61Q: 3 clusters Score -1269648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1269692.875000 Penalty: 3083.270752
	Iteration 62Q: 3 clusters Score -1269693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1269721.250000 Penalty: 3083.270752
	Iteration 63Q: 3 clusters Score -1269721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1269745.500000 Penalty: 3083.270752
	Iteration 64Q: 3 clusters Score -1269746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1269767.750000 Penalty: 3083.270752
	Iteration 65Q: 3 clusters Score -1269768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1269781.750000 Penalty: 3083.270752
	Iteration 66Q: 3 clusters Score -1269782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1269796.375000 Penalty: 3083.270752
	Iteration 67Q: 3 clusters Score -1269796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1269811.250000 Penalty: 3083.270752
	Iteration 68Q: 3 clusters Score -1269811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1269818.875000 Penalty: 3083.270752
	Iteration 69Q: 3 clusters Score -1269819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1269835.875000 Penalty: 3083.270752
	Iteration 70Q: 3 clusters Score -1269836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1269849.875000 Penalty: 3083.270752
	Iteration 71Q: 3 clusters Score -1269850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1269865.375000 Penalty: 3083.270752
	Iteration 72Q: 3 clusters Score -1269865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1269876.875000 Penalty: 3083.270752
	Iteration 73Q: 3 clusters Score -1269877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1269893.750000 Penalty: 3083.270752
	Iteration 74Q: 3 clusters Score -1269894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1269907.625000 Penalty: 3083.270752
	Iteration 75Q: 3 clusters Score -1269908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1269917.625000 Penalty: 3083.270752
	Iteration 76Q: 3 clusters Score -1269918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1269928.625000 Penalty: 3083.270752
	Iteration 77Q: 3 clusters Score -1269929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1269936.750000 Penalty: 3083.270752
	Iteration 78Q: 3 clusters Score -1269937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1269942.500000 Penalty: 3083.270752
	Iteration 79Q: 3 clusters Score -1269942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1269948.125000 Penalty: 3083.270752
	Iteration 80F: 3 clusters Score -1269948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1269960.375000 Penalty: 3083.270752
	Iteration 81Q: 3 clusters Score -1269960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1269969.750000 Penalty: 3083.270752
	Iteration 82Q: 3 clusters Score -1269970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1269977.625000 Penalty: 3083.270752
	Iteration 83Q: 3 clusters Score -1269978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1269989.625000 Penalty: 3083.270752
	Iteration 84Q: 3 clusters Score -1269990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1270004.125000 Penalty: 3083.270752
	Iteration 85Q: 3 clusters Score -1270004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1270018.375000 Penalty: 3083.270752
	Iteration 86Q: 3 clusters Score -1270018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1270029.625000 Penalty: 3083.270752
	Iteration 87Q: 3 clusters Score -1270030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1270040.125000 Penalty: 3083.270752
	Iteration 88Q: 3 clusters Score -1270040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1270056.875000 Penalty: 3083.270752
	Iteration 89Q: 3 clusters Score -1270057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1270071.750000 Penalty: 3083.270752
	Iteration 90Q: 3 clusters Score -1270072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1270088.500000 Penalty: 3083.270752
	Iteration 91Q: 3 clusters Score -1270088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1270107.875000 Penalty: 3083.270752
	Iteration 92Q: 3 clusters Score -1270108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1270120.250000 Penalty: 3083.270752
	Iteration 93Q: 3 clusters Score -1270120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1270138.500000 Penalty: 3083.270752
	Iteration 94Q: 3 clusters Score -1270138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1270152.625000 Penalty: 3083.270752
	Iteration 95Q: 3 clusters Score -1270153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1270159.375000 Penalty: 3083.270752
	Iteration 96Q: 3 clusters Score -1270159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1270167.750000 Penalty: 3083.270752
	Iteration 97Q: 3 clusters Score -1270168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1270177.500000 Penalty: 3083.270752
	Iteration 98Q: 3 clusters Score -1270178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1270194.250000 Penalty: 3083.270752
	Iteration 99Q: 3 clusters Score -1270194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1270206.875000 Penalty: 3083.270752
	Iteration 100F: 3 clusters Score -1270207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1270221.000000 Penalty: 3083.270752
	Iteration 101Q: 3 clusters Score -1270221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1270239.375000 Penalty: 3083.270752
	Iteration 102Q: 3 clusters Score -1270239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1270259.625000 Penalty: 3083.270752
	Iteration 103Q: 3 clusters Score -1270260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1270282.375000 Penalty: 3083.270752
	Iteration 104Q: 3 clusters Score -1270282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1270296.000000 Penalty: 3083.270752
	Iteration 105Q: 3 clusters Score -1270296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1270309.000000 Penalty: 3083.270752
	Iteration 106Q: 3 clusters Score -1270309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1270318.625000 Penalty: 3083.270752
	Iteration 107Q: 3 clusters Score -1270319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1270325.000000 Penalty: 3083.270752
	Iteration 108Q: 3 clusters Score -1270325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1270330.500000 Penalty: 3083.270752
	Iteration 109Q: 3 clusters Score -1270330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1270333.375000 Penalty: 3083.270752
	Iteration 110Q: 3 clusters Score -1270333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1270335.500000 Penalty: 3083.270752
	Iteration 111Q: 3 clusters Score -1270336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1270341.625000 Penalty: 3083.270752
	Iteration 112Q: 3 clusters Score -1270342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1270346.375000 Penalty: 3083.270752
	Iteration 113Q: 3 clusters Score -1270346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1270350.250000 Penalty: 3083.270752
	Iteration 114Q: 3 clusters Score -1270350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1270352.625000 Penalty: 3083.270752
	Iteration 115Q: 3 clusters Score -1270353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1270353.500000 Penalty: 3083.270752
	Iteration 116Q: 3 clusters Score -1270354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1270351.875000 Penalty: 3083.270752
	Iteration 117Q: 3 clusters Score -1270352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1270353.125000 Penalty: 3083.270752
	Iteration 118Q: 3 clusters Score -1270353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1270356.750000 Penalty: 3083.270752
	Iteration 119Q: 3 clusters Score -1270357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1270359.375000 Penalty: 3083.270752
	Iteration 120F: 3 clusters Score -1270359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1270360.000000 Penalty: 3083.270752
	Iteration 121Q: 3 clusters Score -1270360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1270365.250000 Penalty: 3083.270752
	Iteration 122Q: 3 clusters Score -1270365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1270367.375000 Penalty: 3083.270752
	Iteration 123Q: 3 clusters Score -1270367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1270373.500000 Penalty: 3083.270752
	Iteration 124Q: 3 clusters Score -1270374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1270375.500000 Penalty: 3083.270752
	Iteration 125Q: 3 clusters Score -1270376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1270381.375000 Penalty: 3083.270752
	Iteration 126Q: 3 clusters Score -1270381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1270380.750000 Penalty: 3083.270752
	Iteration 127Q: 3 clusters Score -1270381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1270380.000000 Penalty: 3083.270752
	Iteration 128Q: 3 clusters Score -1270380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1270382.375000 Penalty: 3083.270752
	Iteration 129Q: 3 clusters Score -1270382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1270381.750000 Penalty: 3083.270752
	Iteration 130Q: 3 clusters Score -1270382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1270382.125000 Penalty: 3083.270752
	Iteration 131Q: 3 clusters Score -1270382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1270384.125000 Penalty: 3083.270752
	Iteration 132Q: 3 clusters Score -1270384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1270383.250000 Penalty: 3083.270752
	Iteration 133Q: 3 clusters Score -1270383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1270384.625000 Penalty: 3083.270752
	Iteration 134Q: 3 clusters Score -1270385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1270384.625000 Penalty: 3083.270752
	Iteration 135F: 3 clusters Score -1270385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -658956.125000 Penalty: 1434.963135
	Iteration 0F: 2 clusters Score -658956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -653839.062500 Penalty: 2869.926270
	Iteration 0F: 3 clusters Score -653839.1 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -655575.312500 Penalty: 2869.926270
	Iteration 1F: 3 clusters Score -655575.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -656434.250000 Penalty: 2869.926270
	Iteration 2F: 3 clusters Score -656434.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -658218.250000 Penalty: 2869.926270
	Iteration 3F: 3 clusters Score -658218.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -659703.000000 Penalty: 2869.926270
	Iteration 4F: 3 clusters Score -659703 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -660406.125000 Penalty: 2869.926270
	Iteration 5F: 3 clusters Score -660406.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -660784.250000 Penalty: 2869.926270
	Iteration 6Q: 3 clusters Score -660784.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -661042.062500 Penalty: 2869.926270
	Iteration 7Q: 3 clusters Score -661042.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -661174.000000 Penalty: 2869.926270
	Iteration 8Q: 3 clusters Score -661174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -661220.625000 Penalty: 2869.926270
	Iteration 9Q: 3 clusters Score -661220.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -661250.812500 Penalty: 2869.926270
	Iteration 10Q: 3 clusters Score -661250.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -661271.250000 Penalty: 2869.926270
	Iteration 11Q: 3 clusters Score -661271.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -661293.562500 Penalty: 2869.926270
	Iteration 12Q: 3 clusters Score -661293.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -661317.750000 Penalty: 2869.926270
	Iteration 13Q: 3 clusters Score -661317.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -661356.062500 Penalty: 2869.926270
	Iteration 14Q: 3 clusters Score -661356.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -661392.062500 Penalty: 2869.926270
	Iteration 15Q: 3 clusters Score -661392.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -661411.750000 Penalty: 2869.926270
	Iteration 16Q: 3 clusters Score -661411.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -661424.875000 Penalty: 2869.926270
	Iteration 17Q: 3 clusters Score -661424.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -661429.125000 Penalty: 2869.926270
	Iteration 18Q: 3 clusters Score -661429.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -661434.000000 Penalty: 2869.926270
	Iteration 19Q: 3 clusters Score -661434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -661435.250000 Penalty: 2869.926270
	Iteration 20F: 3 clusters Score -661435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -661437.437500 Penalty: 2869.926270
	Iteration 21Q: 3 clusters Score -661437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -661438.875000 Penalty: 2869.926270
	Iteration 22Q: 3 clusters Score -661438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -661440.625000 Penalty: 2869.926270
	Iteration 23Q: 3 clusters Score -661440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -661440.125000 Penalty: 2869.926270
	Iteration 24Q: 3 clusters Score -661440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -661440.812500 Penalty: 2869.926270
	Iteration 25Q: 3 clusters Score -661440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -661440.250000 Penalty: 2869.926270
	Iteration 26Q: 3 clusters Score -661440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -661441.500000 Penalty: 2869.926270
	Iteration 27Q: 3 clusters Score -661441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -661441.812500 Penalty: 2869.926270
	Iteration 28Q: 3 clusters Score -661441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -661442.687500 Penalty: 2869.926270
	Iteration 29Q: 3 clusters Score -661442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -661442.937500 Penalty: 2869.926270
	Iteration 30Q: 3 clusters Score -661442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -661444.062500 Penalty: 2869.926270
	Iteration 31Q: 3 clusters Score -661444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -661445.250000 Penalty: 2869.926270
	Iteration 32Q: 3 clusters Score -661445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -661445.437500 Penalty: 2869.926270
	Iteration 33Q: 3 clusters Score -661445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -661446.750000 Penalty: 2869.926270
	Iteration 34Q: 3 clusters Score -661446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -661446.812500 Penalty: 2869.926270
	Iteration 35Q: 3 clusters Score -661446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -661446.812500 Penalty: 2869.926270
	Iteration 36F: 3 clusters Score -661446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 11039 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 192917 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Entering Unmasked Estep 
Score: -153955472.000000 Penalty: 85643.210938
Splitting cluster 10 changes total score from -153948944.000000 to -153955472.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (71416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Entering Unmasked Estep 
Score: -7356363.500000 Penalty: 1816.145020
	Iteration 0F: 2 clusters Score -7356364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7308592.500000 Penalty: 3632.290039
	Iteration 0F: 3 clusters Score -7308592 nChanged 33974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -7328167.000000 Penalty: 3632.290039
	Iteration 1F: 3 clusters Score -7328167 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -7328997.500000 Penalty: 3632.290039
	Iteration 2Q: 3 clusters Score -7328998 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7330193.500000 Penalty: 3632.290039
	Iteration 3Q: 3 clusters Score -7330194 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -7332005.000000 Penalty: 3632.290039
	Iteration 4F: 3 clusters Score -7332005 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -7334662.500000 Penalty: 3632.290039
	Iteration 5F: 3 clusters Score -7334662 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -7338122.500000 Penalty: 3632.290039
	Iteration 6F: 3 clusters Score -7338122 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7342150.000000 Penalty: 3632.290039
	Iteration 7F: 3 clusters Score -7342150 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -7346002.000000 Penalty: 3632.290039
	Iteration 8F: 3 clusters Score -7346002 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -7349061.500000 Penalty: 3632.290039
	Iteration 9F: 3 clusters Score -7349062 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -7351198.000000 Penalty: 3632.290039
	Iteration 10Q: 3 clusters Score -7351198 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -7352704.000000 Penalty: 3632.290039
	Iteration 11Q: 3 clusters Score -7352704 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -7353626.000000 Penalty: 3632.290039
	Iteration 12Q: 3 clusters Score -7353626 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -7354202.000000 Penalty: 3632.290039
	Iteration 13Q: 3 clusters Score -7354202 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -7354527.500000 Penalty: 3632.290039
	Iteration 14Q: 3 clusters Score -7354528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -7354729.000000 Penalty: 3632.290039
	Iteration 15Q: 3 clusters Score -7354729 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -7354859.500000 Penalty: 3632.290039
	Iteration 16Q: 3 clusters Score -7354860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -7354940.000000 Penalty: 3632.290039
	Iteration 17Q: 3 clusters Score -7354940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -7355007.500000 Penalty: 3632.290039
	Iteration 18Q: 3 clusters Score -7355008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -7355073.500000 Penalty: 3632.290039
	Iteration 19Q: 3 clusters Score -7355074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -7355124.500000 Penalty: 3632.290039
	Iteration 20F: 3 clusters Score -7355124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -7355166.000000 Penalty: 3632.290039
	Iteration 21Q: 3 clusters Score -7355166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -7355202.000000 Penalty: 3632.290039
	Iteration 22Q: 3 clusters Score -7355202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -7355227.000000 Penalty: 3632.290039
	Iteration 23Q: 3 clusters Score -7355227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -7355229.000000 Penalty: 3632.290039
	Iteration 24Q: 3 clusters Score -7355229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -7355256.000000 Penalty: 3632.290039
	Iteration 25Q: 3 clusters Score -7355256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -7355265.500000 Penalty: 3632.290039
	Iteration 26Q: 3 clusters Score -7355266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -7355273.500000 Penalty: 3632.290039
	Iteration 27Q: 3 clusters Score -7355274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -7355290.000000 Penalty: 3632.290039
	Iteration 28Q: 3 clusters Score -7355290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -7355300.000000 Penalty: 3632.290039
	Iteration 29Q: 3 clusters Score -7355300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -7355303.000000 Penalty: 3632.290039
	Iteration 30Q: 3 clusters Score -7355303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -7355314.000000 Penalty: 3632.290039
	Iteration 31Q: 3 clusters Score -7355314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -7355334.000000 Penalty: 3632.290039
	Iteration 32Q: 3 clusters Score -7355334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -7355348.500000 Penalty: 3632.290039
	Iteration 33Q: 3 clusters Score -7355348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -7355354.500000 Penalty: 3632.290039
	Iteration 34Q: 3 clusters Score -7355354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -7355354.500000 Penalty: 3632.290039
	Iteration 35Q: 3 clusters Score -7355354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -7355354.500000 Penalty: 3632.290039
	Iteration 36F: 3 clusters Score -7355354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Entering Unmasked Estep 
Score: -4342446.500000 Penalty: 1729.687988
	Iteration 0F: 2 clusters Score -4342446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -4314313.000000 Penalty: 3459.375977
	Iteration 0F: 3 clusters Score -4314313 nChanged 19550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4325506.500000 Penalty: 3459.375977
	Iteration 1F: 3 clusters Score -4325506 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4325987.000000 Penalty: 3459.375977
	Iteration 2Q: 3 clusters Score -4325987 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4326513.500000 Penalty: 3459.375977
	Iteration 3Q: 3 clusters Score -4326514 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4327091.000000 Penalty: 3459.375977
	Iteration 4Q: 3 clusters Score -4327091 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4327742.500000 Penalty: 3459.375977
	Iteration 5Q: 3 clusters Score -4327742 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4328613.500000 Penalty: 3459.375977
	Iteration 6Q: 3 clusters Score -4328614 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4329683.000000 Penalty: 3459.375977
	Iteration 7Q: 3 clusters Score -4329683 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4331039.500000 Penalty: 3459.375977
	Iteration 8F: 3 clusters Score -4331040 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4332602.000000 Penalty: 3459.375977
	Iteration 9F: 3 clusters Score -4332602 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4334093.500000 Penalty: 3459.375977
	Iteration 10F: 3 clusters Score -4334094 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4335135.000000 Penalty: 3459.375977
	Iteration 11Q: 3 clusters Score -4335135 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4335638.500000 Penalty: 3459.375977
	Iteration 12Q: 3 clusters Score -4335638 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4335867.500000 Penalty: 3459.375977
	Iteration 13Q: 3 clusters Score -4335868 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4335964.000000 Penalty: 3459.375977
	Iteration 14Q: 3 clusters Score -4335964 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4336016.500000 Penalty: 3459.375977
	Iteration 15Q: 3 clusters Score -4336016 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4336058.500000 Penalty: 3459.375977
	Iteration 16Q: 3 clusters Score -4336058 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4336111.000000 Penalty: 3459.375977
	Iteration 17Q: 3 clusters Score -4336111 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4336160.000000 Penalty: 3459.375977
	Iteration 18Q: 3 clusters Score -4336160 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4336209.500000 Penalty: 3459.375977
	Iteration 19Q: 3 clusters Score -4336210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4336256.000000 Penalty: 3459.375977
	Iteration 20F: 3 clusters Score -4336256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4336281.500000 Penalty: 3459.375977
	Iteration 21Q: 3 clusters Score -4336282 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4336326.000000 Penalty: 3459.375977
	Iteration 22Q: 3 clusters Score -4336326 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4336366.500000 Penalty: 3459.375977
	Iteration 23Q: 3 clusters Score -4336366 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4336376.000000 Penalty: 3459.375977
	Iteration 24Q: 3 clusters Score -4336376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4336427.500000 Penalty: 3459.375977
	Iteration 25Q: 3 clusters Score -4336428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4336475.500000 Penalty: 3459.375977
	Iteration 26Q: 3 clusters Score -4336476 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4336493.000000 Penalty: 3459.375977
	Iteration 27Q: 3 clusters Score -4336493 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4336543.000000 Penalty: 3459.375977
	Iteration 28Q: 3 clusters Score -4336543 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4336592.500000 Penalty: 3459.375977
	Iteration 29Q: 3 clusters Score -4336592 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4336640.000000 Penalty: 3459.375977
	Iteration 30Q: 3 clusters Score -4336640 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -4336690.500000 Penalty: 3459.375977
	Iteration 31Q: 3 clusters Score -4336690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4336753.000000 Penalty: 3459.375977
	Iteration 32Q: 3 clusters Score -4336753 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4336822.000000 Penalty: 3459.375977
	Iteration 33Q: 3 clusters Score -4336822 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4336874.000000 Penalty: 3459.375977
	Iteration 34Q: 3 clusters Score -4336874 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4336931.000000 Penalty: 3459.375977
	Iteration 35Q: 3 clusters Score -4336931 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4337010.500000 Penalty: 3459.375977
	Iteration 36Q: 3 clusters Score -4337010 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4337100.000000 Penalty: 3459.375977
	Iteration 37Q: 3 clusters Score -4337100 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4337186.500000 Penalty: 3459.375977
	Iteration 38Q: 3 clusters Score -4337186 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4337291.500000 Penalty: 3459.375977
	Iteration 39Q: 3 clusters Score -4337292 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4337435.000000 Penalty: 3459.375977
	Iteration 40F: 3 clusters Score -4337435 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4337554.000000 Penalty: 3459.375977
	Iteration 41Q: 3 clusters Score -4337554 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -4337723.000000 Penalty: 3459.375977
	Iteration 42Q: 3 clusters Score -4337723 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4337923.500000 Penalty: 3459.375977
	Iteration 43Q: 3 clusters Score -4337924 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4338153.500000 Penalty: 3459.375977
	Iteration 44Q: 3 clusters Score -4338154 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4338395.000000 Penalty: 3459.375977
	Iteration 45Q: 3 clusters Score -4338395 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4338684.000000 Penalty: 3459.375977
	Iteration 46Q: 3 clusters Score -4338684 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4338944.500000 Penalty: 3459.375977
	Iteration 47Q: 3 clusters Score -4338944 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4339203.000000 Penalty: 3459.375977
	Iteration 48Q: 3 clusters Score -4339203 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4339516.000000 Penalty: 3459.375977
	Iteration 49Q: 3 clusters Score -4339516 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4339775.500000 Penalty: 3459.375977
	Iteration 50Q: 3 clusters Score -4339776 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4340061.500000 Penalty: 3459.375977
	Iteration 51Q: 3 clusters Score -4340062 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4340303.000000 Penalty: 3459.375977
	Iteration 52Q: 3 clusters Score -4340303 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4340500.500000 Penalty: 3459.375977
	Iteration 53Q: 3 clusters Score -4340500 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4340640.000000 Penalty: 3459.375977
	Iteration 54Q: 3 clusters Score -4340640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4340737.500000 Penalty: 3459.375977
	Iteration 55Q: 3 clusters Score -4340738 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4340798.000000 Penalty: 3459.375977
	Iteration 56Q: 3 clusters Score -4340798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4340848.500000 Penalty: 3459.375977
	Iteration 57Q: 3 clusters Score -4340848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4340896.500000 Penalty: 3459.375977
	Iteration 58Q: 3 clusters Score -4340896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4340916.000000 Penalty: 3459.375977
	Iteration 59Q: 3 clusters Score -4340916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4340939.000000 Penalty: 3459.375977
	Iteration 60F: 3 clusters Score -4340939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4340947.500000 Penalty: 3459.375977
	Iteration 61Q: 3 clusters Score -4340948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4340968.500000 Penalty: 3459.375977
	Iteration 62Q: 3 clusters Score -4340968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4340981.000000 Penalty: 3459.375977
	Iteration 63Q: 3 clusters Score -4340981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4340986.000000 Penalty: 3459.375977
	Iteration 64Q: 3 clusters Score -4340986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4340989.500000 Penalty: 3459.375977
	Iteration 65Q: 3 clusters Score -4340990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4341003.500000 Penalty: 3459.375977
	Iteration 66Q: 3 clusters Score -4341004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4341013.000000 Penalty: 3459.375977
	Iteration 67Q: 3 clusters Score -4341013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4341019.500000 Penalty: 3459.375977
	Iteration 68Q: 3 clusters Score -4341020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4341026.500000 Penalty: 3459.375977
	Iteration 69Q: 3 clusters Score -4341026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4341037.500000 Penalty: 3459.375977
	Iteration 70Q: 3 clusters Score -4341038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4341041.500000 Penalty: 3459.375977
	Iteration 71Q: 3 clusters Score -4341042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4341048.500000 Penalty: 3459.375977
	Iteration 72Q: 3 clusters Score -4341048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4341057.000000 Penalty: 3459.375977
	Iteration 73Q: 3 clusters Score -4341057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4341063.000000 Penalty: 3459.375977
	Iteration 74Q: 3 clusters Score -4341063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4341067.000000 Penalty: 3459.375977
	Iteration 75Q: 3 clusters Score -4341067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4341067.000000 Penalty: 3459.375977
	Iteration 76Q: 3 clusters Score -4341067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4341070.000000 Penalty: 3459.375977
	Iteration 77Q: 3 clusters Score -4341070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4341072.000000 Penalty: 3459.375977
	Iteration 78Q: 3 clusters Score -4341072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4341076.000000 Penalty: 3459.375977
	Iteration 79Q: 3 clusters Score -4341076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4341079.000000 Penalty: 3459.375977
	Iteration 80F: 3 clusters Score -4341079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4341081.000000 Penalty: 3459.375977
	Iteration 81Q: 3 clusters Score -4341081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4341080.500000 Penalty: 3459.375977
	Iteration 82Q: 3 clusters Score -4341080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4341081.500000 Penalty: 3459.375977
	Iteration 83Q: 3 clusters Score -4341082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4341081.500000 Penalty: 3459.375977
	Iteration 84F: 3 clusters Score -4341082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Entering Unmasked Estep 
Score: -1090591.125000 Penalty: 1512.743286
	Iteration 0F: 2 clusters Score -1090591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1082887.375000 Penalty: 3025.486572
	Iteration 0F: 3 clusters Score -1082887 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1085795.875000 Penalty: 3025.486572
	Iteration 1F: 3 clusters Score -1085796 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1086776.875000 Penalty: 3025.486572
	Iteration 2F: 3 clusters Score -1086777 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1088080.250000 Penalty: 3025.486572
	Iteration 3F: 3 clusters Score -1088080 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1089171.875000 Penalty: 3025.486572
	Iteration 4F: 3 clusters Score -1089172 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1089852.375000 Penalty: 3025.486572
	Iteration 5F: 3 clusters Score -1089852 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1090303.625000 Penalty: 3025.486572
	Iteration 6F: 3 clusters Score -1090304 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1090614.500000 Penalty: 3025.486572
	Iteration 7Q: 3 clusters Score -1090614 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1090845.750000 Penalty: 3025.486572
	Iteration 8Q: 3 clusters Score -1090846 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1091046.250000 Penalty: 3025.486572
	Iteration 9Q: 3 clusters Score -1091046 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1091241.875000 Penalty: 3025.486572
	Iteration 10Q: 3 clusters Score -1091242 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1091424.625000 Penalty: 3025.486572
	Iteration 11Q: 3 clusters Score -1091425 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1091587.000000 Penalty: 3025.486572
	Iteration 12Q: 3 clusters Score -1091587 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1091742.375000 Penalty: 3025.486572
	Iteration 13Q: 3 clusters Score -1091742 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1091870.750000 Penalty: 3025.486572
	Iteration 14Q: 3 clusters Score -1091871 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1091918.500000 Penalty: 3025.486572
	Iteration 15Q: 3 clusters Score -1091918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1091940.625000 Penalty: 3025.486572
	Iteration 16Q: 3 clusters Score -1091941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1091951.375000 Penalty: 3025.486572
	Iteration 17Q: 3 clusters Score -1091951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1091954.625000 Penalty: 3025.486572
	Iteration 18Q: 3 clusters Score -1091955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1091958.125000 Penalty: 3025.486572
	Iteration 19Q: 3 clusters Score -1091958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1091960.375000 Penalty: 3025.486572
	Iteration 20F: 3 clusters Score -1091960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1091964.375000 Penalty: 3025.486572
	Iteration 21Q: 3 clusters Score -1091964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1091963.000000 Penalty: 3025.486572
	Iteration 22Q: 3 clusters Score -1091963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1091963.750000 Penalty: 3025.486572
	Iteration 23Q: 3 clusters Score -1091964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1091963.000000 Penalty: 3025.486572
	Iteration 24Q: 3 clusters Score -1091963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1091964.500000 Penalty: 3025.486572
	Iteration 25Q: 3 clusters Score -1091964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1091964.500000 Penalty: 3025.486572
	Iteration 26F: 3 clusters Score -1091964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 192917 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Entering Unmasked Estep 
Score: -153955824.000000 Penalty: 87957.890625
Splitting cluster 13 changes total score from -153948944.000000 to -153955824.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (9709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Entering Unmasked Estep 
Score: -1013085.187500 Penalty: 1491.881470
	Iteration 0F: 2 clusters Score -1013085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1006135.687500 Penalty: 2983.762939
	Iteration 0F: 3 clusters Score -1006136 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1008510.937500 Penalty: 2983.762939
	Iteration 1F: 3 clusters Score -1008511 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1008890.625000 Penalty: 2983.762939
	Iteration 2F: 3 clusters Score -1008891 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1009274.687500 Penalty: 2983.762939
	Iteration 3F: 3 clusters Score -1009275 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1009635.687500 Penalty: 2983.762939
	Iteration 4F: 3 clusters Score -1009636 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1010040.625000 Penalty: 2983.762939
	Iteration 5F: 3 clusters Score -1010041 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1010437.562500 Penalty: 2983.762939
	Iteration 6F: 3 clusters Score -1010438 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1010792.750000 Penalty: 2983.762939
	Iteration 7F: 3 clusters Score -1010793 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1011166.312500 Penalty: 2983.762939
	Iteration 8Q: 3 clusters Score -1011166 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1011425.312500 Penalty: 2983.762939
	Iteration 9Q: 3 clusters Score -1011425 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1011601.687500 Penalty: 2983.762939
	Iteration 10Q: 3 clusters Score -1011602 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1011720.500000 Penalty: 2983.762939
	Iteration 11Q: 3 clusters Score -1011720 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1011822.500000 Penalty: 2983.762939
	Iteration 12Q: 3 clusters Score -1011822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1011895.062500 Penalty: 2983.762939
	Iteration 13Q: 3 clusters Score -1011895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1011945.812500 Penalty: 2983.762939
	Iteration 14Q: 3 clusters Score -1011946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1011976.437500 Penalty: 2983.762939
	Iteration 15Q: 3 clusters Score -1011976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1011989.750000 Penalty: 2983.762939
	Iteration 16Q: 3 clusters Score -1011990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1012001.437500 Penalty: 2983.762939
	Iteration 17Q: 3 clusters Score -1012001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1012007.625000 Penalty: 2983.762939
	Iteration 18Q: 3 clusters Score -1012008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1012017.875000 Penalty: 2983.762939
	Iteration 19Q: 3 clusters Score -1012018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1012020.250000 Penalty: 2983.762939
	Iteration 20F: 3 clusters Score -1012020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1012024.187500 Penalty: 2983.762939
	Iteration 21Q: 3 clusters Score -1012024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1012029.187500 Penalty: 2983.762939
	Iteration 22Q: 3 clusters Score -1012029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1012031.687500 Penalty: 2983.762939
	Iteration 23Q: 3 clusters Score -1012032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1012034.875000 Penalty: 2983.762939
	Iteration 24Q: 3 clusters Score -1012035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1012035.937500 Penalty: 2983.762939
	Iteration 25Q: 3 clusters Score -1012036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1012035.312500 Penalty: 2983.762939
	Iteration 26Q: 3 clusters Score -1012035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1012037.250000 Penalty: 2983.762939
	Iteration 27Q: 3 clusters Score -1012037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1012036.125000 Penalty: 2983.762939
	Iteration 28Q: 3 clusters Score -1012036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1012038.937500 Penalty: 2983.762939
	Iteration 29Q: 3 clusters Score -1012039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1012040.812500 Penalty: 2983.762939
	Iteration 30Q: 3 clusters Score -1012041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1012039.937500 Penalty: 2983.762939
	Iteration 31Q: 3 clusters Score -1012040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1012041.937500 Penalty: 2983.762939
	Iteration 32Q: 3 clusters Score -1012042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1012041.687500 Penalty: 2983.762939
	Iteration 33Q: 3 clusters Score -1012042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1012041.437500 Penalty: 2983.762939
	Iteration 34Q: 3 clusters Score -1012041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1012041.375000 Penalty: 2983.762939
	Iteration 35Q: 3 clusters Score -1012041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1012041.125000 Penalty: 2983.762939
	Iteration 36Q: 3 clusters Score -1012041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1012041.000000 Penalty: 2983.762939
	Iteration 37Q: 3 clusters Score -1012041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1012042.437500 Penalty: 2983.762939
	Iteration 38Q: 3 clusters Score -1012042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1012042.187500 Penalty: 2983.762939
	Iteration 39Q: 3 clusters Score -1012042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1012041.187500 Penalty: 2983.762939
	Iteration 40F: 3 clusters Score -1012041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1012041.000000 Penalty: 2983.762939
	Iteration 41Q: 3 clusters Score -1012041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1012041.000000 Penalty: 2983.762939
	Iteration 42F: 3 clusters Score -1012041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Entering Unmasked Estep 
Score: -3116478.000000 Penalty: 1689.481689
	Iteration 0F: 2 clusters Score -3116478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3094524.250000 Penalty: 3378.963379
	Iteration 0F: 3 clusters Score -3094524 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3103513.000000 Penalty: 3378.963379
	Iteration 1F: 3 clusters Score -3103513 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3104422.750000 Penalty: 3378.963379
	Iteration 2F: 3 clusters Score -3104423 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3105241.000000 Penalty: 3378.963379
	Iteration 3F: 3 clusters Score -3105241 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3106040.500000 Penalty: 3378.963379
	Iteration 4F: 3 clusters Score -3106040 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3106795.750000 Penalty: 3378.963379
	Iteration 5F: 3 clusters Score -3106796 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3107466.000000 Penalty: 3378.963379
	Iteration 6Q: 3 clusters Score -3107466 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3108058.250000 Penalty: 3378.963379
	Iteration 7Q: 3 clusters Score -3108058 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3108606.000000 Penalty: 3378.963379
	Iteration 8Q: 3 clusters Score -3108606 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3109190.000000 Penalty: 3378.963379
	Iteration 9Q: 3 clusters Score -3109190 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3109766.750000 Penalty: 3378.963379
	Iteration 10Q: 3 clusters Score -3109767 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3110240.750000 Penalty: 3378.963379
	Iteration 11Q: 3 clusters Score -3110241 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3110537.250000 Penalty: 3378.963379
	Iteration 12Q: 3 clusters Score -3110537 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3110766.000000 Penalty: 3378.963379
	Iteration 13Q: 3 clusters Score -3110766 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3110989.000000 Penalty: 3378.963379
	Iteration 14Q: 3 clusters Score -3110989 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3111208.500000 Penalty: 3378.963379
	Iteration 15Q: 3 clusters Score -3111208 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3111433.250000 Penalty: 3378.963379
	Iteration 16Q: 3 clusters Score -3111433 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3111684.750000 Penalty: 3378.963379
	Iteration 17Q: 3 clusters Score -3111685 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3112011.000000 Penalty: 3378.963379
	Iteration 18Q: 3 clusters Score -3112011 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3112387.000000 Penalty: 3378.963379
	Iteration 19Q: 3 clusters Score -3112387 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3112791.500000 Penalty: 3378.963379
	Iteration 20F: 3 clusters Score -3112792 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3113242.500000 Penalty: 3378.963379
	Iteration 21Q: 3 clusters Score -3113242 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3113699.500000 Penalty: 3378.963379
	Iteration 22Q: 3 clusters Score -3113700 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3114142.250000 Penalty: 3378.963379
	Iteration 23Q: 3 clusters Score -3114142 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3114518.250000 Penalty: 3378.963379
	Iteration 24Q: 3 clusters Score -3114518 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3114772.500000 Penalty: 3378.963379
	Iteration 25Q: 3 clusters Score -3114772 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -3114931.750000 Penalty: 3378.963379
	Iteration 26Q: 3 clusters Score -3114932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -3115035.000000 Penalty: 3378.963379
	Iteration 27Q: 3 clusters Score -3115035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3115109.250000 Penalty: 3378.963379
	Iteration 28Q: 3 clusters Score -3115109 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3115188.000000 Penalty: 3378.963379
	Iteration 29Q: 3 clusters Score -3115188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3115236.250000 Penalty: 3378.963379
	Iteration 30Q: 3 clusters Score -3115236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -3115264.000000 Penalty: 3378.963379
	Iteration 31Q: 3 clusters Score -3115264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3115277.000000 Penalty: 3378.963379
	Iteration 32Q: 3 clusters Score -3115277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -3115297.000000 Penalty: 3378.963379
	Iteration 33Q: 3 clusters Score -3115297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -3115297.000000 Penalty: 3378.963379
	Iteration 34Q: 3 clusters Score -3115297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -3115299.250000 Penalty: 3378.963379
	Iteration 35Q: 3 clusters Score -3115299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3115304.750000 Penalty: 3378.963379
	Iteration 36Q: 3 clusters Score -3115305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3115308.500000 Penalty: 3378.963379
	Iteration 37Q: 3 clusters Score -3115308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -3115309.000000 Penalty: 3378.963379
	Iteration 38Q: 3 clusters Score -3115309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -3115330.000000 Penalty: 3378.963379
	Iteration 39Q: 3 clusters Score -3115330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3115339.000000 Penalty: 3378.963379
	Iteration 40F: 3 clusters Score -3115339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3115347.500000 Penalty: 3378.963379
	Iteration 41Q: 3 clusters Score -3115348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3115348.500000 Penalty: 3378.963379
	Iteration 42Q: 3 clusters Score -3115348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -3115350.000000 Penalty: 3378.963379
	Iteration 43Q: 3 clusters Score -3115350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3115354.250000 Penalty: 3378.963379
	Iteration 44Q: 3 clusters Score -3115354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3115360.000000 Penalty: 3378.963379
	Iteration 45Q: 3 clusters Score -3115360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3115364.500000 Penalty: 3378.963379
	Iteration 46Q: 3 clusters Score -3115364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3115376.000000 Penalty: 3378.963379
	Iteration 47Q: 3 clusters Score -3115376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3115385.500000 Penalty: 3378.963379
	Iteration 48Q: 3 clusters Score -3115386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3115395.000000 Penalty: 3378.963379
	Iteration 49Q: 3 clusters Score -3115395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3115395.000000 Penalty: 3378.963379
	Iteration 50Q: 3 clusters Score -3115395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -3115403.750000 Penalty: 3378.963379
	Iteration 51Q: 3 clusters Score -3115404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -3115413.250000 Penalty: 3378.963379
	Iteration 52Q: 3 clusters Score -3115413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3115425.250000 Penalty: 3378.963379
	Iteration 53Q: 3 clusters Score -3115425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3115430.750000 Penalty: 3378.963379
	Iteration 54Q: 3 clusters Score -3115431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3115426.250000 Penalty: 3378.963379
	Iteration 55Q: 3 clusters Score -3115426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -3115438.750000 Penalty: 3378.963379
	Iteration 56Q: 3 clusters Score -3115439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3115444.000000 Penalty: 3378.963379
	Iteration 57Q: 3 clusters Score -3115444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3115446.000000 Penalty: 3378.963379
	Iteration 58Q: 3 clusters Score -3115446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3115448.250000 Penalty: 3378.963379
	Iteration 59Q: 3 clusters Score -3115448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3115448.000000 Penalty: 3378.963379
	Iteration 60F: 3 clusters Score -3115448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3115451.750000 Penalty: 3378.963379
	Iteration 61Q: 3 clusters Score -3115452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -3115449.250000 Penalty: 3378.963379
	Iteration 62Q: 3 clusters Score -3115449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3115449.000000 Penalty: 3378.963379
	Iteration 63Q: 3 clusters Score -3115449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3115449.000000 Penalty: 3378.963379
	Iteration 64Q: 3 clusters Score -3115449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3115449.000000 Penalty: 3378.963379
	Iteration 65F: 3 clusters Score -3115449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Entering Unmasked Estep 
Score: -1654426.500000 Penalty: 1577.987305
	Iteration 0F: 2 clusters Score -1654426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1643215.250000 Penalty: 3155.974609
	Iteration 0F: 3 clusters Score -1643215 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1647610.250000 Penalty: 3155.974609
	Iteration 1F: 3 clusters Score -1647610 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1648415.625000 Penalty: 3155.974609
	Iteration 2F: 3 clusters Score -1648416 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1649531.125000 Penalty: 3155.974609
	Iteration 3F: 3 clusters Score -1649531 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1650745.500000 Penalty: 3155.974609
	Iteration 4F: 3 clusters Score -1650746 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1651747.875000 Penalty: 3155.974609
	Iteration 5F: 3 clusters Score -1651748 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1652369.125000 Penalty: 3155.974609
	Iteration 6F: 3 clusters Score -1652369 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1652685.875000 Penalty: 3155.974609
	Iteration 7Q: 3 clusters Score -1652686 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1652852.375000 Penalty: 3155.974609
	Iteration 8Q: 3 clusters Score -1652852 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1652972.375000 Penalty: 3155.974609
	Iteration 9Q: 3 clusters Score -1652972 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1653053.000000 Penalty: 3155.974609
	Iteration 10Q: 3 clusters Score -1653053 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1653108.875000 Penalty: 3155.974609
	Iteration 11Q: 3 clusters Score -1653109 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1653163.000000 Penalty: 3155.974609
	Iteration 12Q: 3 clusters Score -1653163 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1653214.625000 Penalty: 3155.974609
	Iteration 13Q: 3 clusters Score -1653215 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1653274.375000 Penalty: 3155.974609
	Iteration 14Q: 3 clusters Score -1653274 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1653330.500000 Penalty: 3155.974609
	Iteration 15Q: 3 clusters Score -1653330 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1653377.500000 Penalty: 3155.974609
	Iteration 16Q: 3 clusters Score -1653378 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1653415.625000 Penalty: 3155.974609
	Iteration 17Q: 3 clusters Score -1653416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1653450.125000 Penalty: 3155.974609
	Iteration 18Q: 3 clusters Score -1653450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1653469.125000 Penalty: 3155.974609
	Iteration 19Q: 3 clusters Score -1653469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1653496.250000 Penalty: 3155.974609
	Iteration 20F: 3 clusters Score -1653496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1653515.625000 Penalty: 3155.974609
	Iteration 21Q: 3 clusters Score -1653516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1653539.500000 Penalty: 3155.974609
	Iteration 22Q: 3 clusters Score -1653540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1653554.000000 Penalty: 3155.974609
	Iteration 23Q: 3 clusters Score -1653554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1653575.875000 Penalty: 3155.974609
	Iteration 24Q: 3 clusters Score -1653576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1653595.000000 Penalty: 3155.974609
	Iteration 25Q: 3 clusters Score -1653595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1653616.000000 Penalty: 3155.974609
	Iteration 26Q: 3 clusters Score -1653616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1653632.000000 Penalty: 3155.974609
	Iteration 27Q: 3 clusters Score -1653632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1653647.250000 Penalty: 3155.974609
	Iteration 28Q: 3 clusters Score -1653647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1653659.750000 Penalty: 3155.974609
	Iteration 29Q: 3 clusters Score -1653660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1653673.125000 Penalty: 3155.974609
	Iteration 30Q: 3 clusters Score -1653673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1653687.625000 Penalty: 3155.974609
	Iteration 31Q: 3 clusters Score -1653688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1653704.625000 Penalty: 3155.974609
	Iteration 32Q: 3 clusters Score -1653705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1653715.125000 Penalty: 3155.974609
	Iteration 33Q: 3 clusters Score -1653715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1653723.875000 Penalty: 3155.974609
	Iteration 34Q: 3 clusters Score -1653724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1653729.750000 Penalty: 3155.974609
	Iteration 35Q: 3 clusters Score -1653730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1653740.250000 Penalty: 3155.974609
	Iteration 36Q: 3 clusters Score -1653740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1653750.250000 Penalty: 3155.974609
	Iteration 37Q: 3 clusters Score -1653750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1653754.750000 Penalty: 3155.974609
	Iteration 38Q: 3 clusters Score -1653755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1653755.750000 Penalty: 3155.974609
	Iteration 39Q: 3 clusters Score -1653756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1653755.000000 Penalty: 3155.974609
	Iteration 40F: 3 clusters Score -1653755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1653755.250000 Penalty: 3155.974609
	Iteration 41Q: 3 clusters Score -1653755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1653760.875000 Penalty: 3155.974609
	Iteration 42Q: 3 clusters Score -1653761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1653761.500000 Penalty: 3155.974609
	Iteration 43Q: 3 clusters Score -1653762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1653763.250000 Penalty: 3155.974609
	Iteration 44Q: 3 clusters Score -1653763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1653763.125000 Penalty: 3155.974609
	Iteration 45Q: 3 clusters Score -1653763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1653763.750000 Penalty: 3155.974609
	Iteration 46Q: 3 clusters Score -1653764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1653765.125000 Penalty: 3155.974609
	Iteration 47Q: 3 clusters Score -1653765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1653765.500000 Penalty: 3155.974609
	Iteration 48Q: 3 clusters Score -1653766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1653762.750000 Penalty: 3155.974609
	Iteration 49Q: 3 clusters Score -1653763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1653766.500000 Penalty: 3155.974609
	Iteration 50Q: 3 clusters Score -1653766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1653769.375000 Penalty: 3155.974609
	Iteration 51Q: 3 clusters Score -1653769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1653771.750000 Penalty: 3155.974609
	Iteration 52Q: 3 clusters Score -1653772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1653772.125000 Penalty: 3155.974609
	Iteration 53Q: 3 clusters Score -1653772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1653772.125000 Penalty: 3155.974609
	Iteration 54Q: 3 clusters Score -1653772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1653773.625000 Penalty: 3155.974609
	Iteration 55Q: 3 clusters Score -1653774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1653773.250000 Penalty: 3155.974609
	Iteration 56Q: 3 clusters Score -1653773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1653774.625000 Penalty: 3155.974609
	Iteration 57Q: 3 clusters Score -1653775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1653775.625000 Penalty: 3155.974609
	Iteration 58Q: 3 clusters Score -1653776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1653777.000000 Penalty: 3155.974609
	Iteration 59Q: 3 clusters Score -1653777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1653776.750000 Penalty: 3155.974609
	Iteration 60F: 3 clusters Score -1653777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1653777.250000 Penalty: 3155.974609
	Iteration 61Q: 3 clusters Score -1653777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1653779.875000 Penalty: 3155.974609
	Iteration 62Q: 3 clusters Score -1653780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1653780.125000 Penalty: 3155.974609
	Iteration 63Q: 3 clusters Score -1653780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1653781.375000 Penalty: 3155.974609
	Iteration 64Q: 3 clusters Score -1653781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1653783.500000 Penalty: 3155.974609
	Iteration 65Q: 3 clusters Score -1653784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1653784.000000 Penalty: 3155.974609
	Iteration 66Q: 3 clusters Score -1653784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1653784.250000 Penalty: 3155.974609
	Iteration 67Q: 3 clusters Score -1653784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1653784.125000 Penalty: 3155.974609
	Iteration 68Q: 3 clusters Score -1653784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1653784.750000 Penalty: 3155.974609
	Iteration 69Q: 3 clusters Score -1653785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1653783.500000 Penalty: 3155.974609
	Iteration 70Q: 3 clusters Score -1653784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1653787.750000 Penalty: 3155.974609
	Iteration 71Q: 3 clusters Score -1653788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1653789.375000 Penalty: 3155.974609
	Iteration 72Q: 3 clusters Score -1653789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1653792.250000 Penalty: 3155.974609
	Iteration 73Q: 3 clusters Score -1653792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1653791.625000 Penalty: 3155.974609
	Iteration 74Q: 3 clusters Score -1653792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1653796.250000 Penalty: 3155.974609
	Iteration 75Q: 3 clusters Score -1653796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1653795.000000 Penalty: 3155.974609
	Iteration 76Q: 3 clusters Score -1653795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1653798.125000 Penalty: 3155.974609
	Iteration 77Q: 3 clusters Score -1653798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1653800.250000 Penalty: 3155.974609
	Iteration 78Q: 3 clusters Score -1653800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1653800.125000 Penalty: 3155.974609
	Iteration 79Q: 3 clusters Score -1653800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1653799.500000 Penalty: 3155.974609
	Iteration 80F: 3 clusters Score -1653800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1653799.875000 Penalty: 3155.974609
	Iteration 81Q: 3 clusters Score -1653800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1653803.875000 Penalty: 3155.974609
	Iteration 82Q: 3 clusters Score -1653804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1653800.750000 Penalty: 3155.974609
	Iteration 83Q: 3 clusters Score -1653801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1653800.750000 Penalty: 3155.974609
	Iteration 84F: 3 clusters Score -1653801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Entering Unmasked Estep 
Score: -2113227.000000 Penalty: 1610.046265
	Iteration 0F: 2 clusters Score -2113227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2099583.000000 Penalty: 3220.092529
	Iteration 0F: 3 clusters Score -2099583 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2104551.500000 Penalty: 3220.092529
	Iteration 1F: 3 clusters Score -2104552 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2105070.750000 Penalty: 3220.092529
	Iteration 2F: 3 clusters Score -2105071 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2105709.750000 Penalty: 3220.092529
	Iteration 3F: 3 clusters Score -2105710 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2106502.000000 Penalty: 3220.092529
	Iteration 4F: 3 clusters Score -2106502 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2107444.750000 Penalty: 3220.092529
	Iteration 5F: 3 clusters Score -2107445 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2108477.750000 Penalty: 3220.092529
	Iteration 6F: 3 clusters Score -2108478 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2109550.750000 Penalty: 3220.092529
	Iteration 7F: 3 clusters Score -2109551 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2110556.000000 Penalty: 3220.092529
	Iteration 8Q: 3 clusters Score -2110556 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2111193.500000 Penalty: 3220.092529
	Iteration 9Q: 3 clusters Score -2111194 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2111470.250000 Penalty: 3220.092529
	Iteration 10Q: 3 clusters Score -2111470 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2111582.250000 Penalty: 3220.092529
	Iteration 11Q: 3 clusters Score -2111582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2111630.250000 Penalty: 3220.092529
	Iteration 12Q: 3 clusters Score -2111630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2111659.250000 Penalty: 3220.092529
	Iteration 13Q: 3 clusters Score -2111659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2111684.000000 Penalty: 3220.092529
	Iteration 14Q: 3 clusters Score -2111684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2111697.500000 Penalty: 3220.092529
	Iteration 15Q: 3 clusters Score -2111698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2111708.750000 Penalty: 3220.092529
	Iteration 16Q: 3 clusters Score -2111709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2111724.750000 Penalty: 3220.092529
	Iteration 17Q: 3 clusters Score -2111725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2111738.750000 Penalty: 3220.092529
	Iteration 18Q: 3 clusters Score -2111739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2111751.250000 Penalty: 3220.092529
	Iteration 19Q: 3 clusters Score -2111751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2111761.750000 Penalty: 3220.092529
	Iteration 20F: 3 clusters Score -2111762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2111771.250000 Penalty: 3220.092529
	Iteration 21Q: 3 clusters Score -2111771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2111773.750000 Penalty: 3220.092529
	Iteration 22Q: 3 clusters Score -2111774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2111778.000000 Penalty: 3220.092529
	Iteration 23Q: 3 clusters Score -2111778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2111787.250000 Penalty: 3220.092529
	Iteration 24Q: 3 clusters Score -2111787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2111788.000000 Penalty: 3220.092529
	Iteration 25Q: 3 clusters Score -2111788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2111790.000000 Penalty: 3220.092529
	Iteration 26Q: 3 clusters Score -2111790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2111794.750000 Penalty: 3220.092529
	Iteration 27Q: 3 clusters Score -2111795 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2111803.250000 Penalty: 3220.092529
	Iteration 28Q: 3 clusters Score -2111803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2111808.750000 Penalty: 3220.092529
	Iteration 29Q: 3 clusters Score -2111809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2111817.750000 Penalty: 3220.092529
	Iteration 30Q: 3 clusters Score -2111818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2111831.250000 Penalty: 3220.092529
	Iteration 31Q: 3 clusters Score -2111831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2111830.750000 Penalty: 3220.092529
	Iteration 32Q: 3 clusters Score -2111831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2111840.000000 Penalty: 3220.092529
	Iteration 33Q: 3 clusters Score -2111840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2111850.500000 Penalty: 3220.092529
	Iteration 34Q: 3 clusters Score -2111850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2111859.500000 Penalty: 3220.092529
	Iteration 35Q: 3 clusters Score -2111860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2111867.250000 Penalty: 3220.092529
	Iteration 36Q: 3 clusters Score -2111867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2111875.750000 Penalty: 3220.092529
	Iteration 37Q: 3 clusters Score -2111876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2111877.750000 Penalty: 3220.092529
	Iteration 38Q: 3 clusters Score -2111878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2111880.000000 Penalty: 3220.092529
	Iteration 39Q: 3 clusters Score -2111880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2111886.000000 Penalty: 3220.092529
	Iteration 40F: 3 clusters Score -2111886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2111886.250000 Penalty: 3220.092529
	Iteration 41Q: 3 clusters Score -2111886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2111895.000000 Penalty: 3220.092529
	Iteration 42Q: 3 clusters Score -2111895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2111897.000000 Penalty: 3220.092529
	Iteration 43Q: 3 clusters Score -2111897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2111899.750000 Penalty: 3220.092529
	Iteration 44Q: 3 clusters Score -2111900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2111902.750000 Penalty: 3220.092529
	Iteration 45Q: 3 clusters Score -2111903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2111906.250000 Penalty: 3220.092529
	Iteration 46Q: 3 clusters Score -2111906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2111909.750000 Penalty: 3220.092529
	Iteration 47Q: 3 clusters Score -2111910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2111912.250000 Penalty: 3220.092529
	Iteration 48Q: 3 clusters Score -2111912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2111911.750000 Penalty: 3220.092529
	Iteration 49Q: 3 clusters Score -2111912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2111913.000000 Penalty: 3220.092529
	Iteration 50Q: 3 clusters Score -2111913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2111912.500000 Penalty: 3220.092529
	Iteration 51Q: 3 clusters Score -2111912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2111914.500000 Penalty: 3220.092529
	Iteration 52Q: 3 clusters Score -2111914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2111921.750000 Penalty: 3220.092529
	Iteration 53Q: 3 clusters Score -2111922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2111921.000000 Penalty: 3220.092529
	Iteration 54Q: 3 clusters Score -2111921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2111920.000000 Penalty: 3220.092529
	Iteration 55Q: 3 clusters Score -2111920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2111921.500000 Penalty: 3220.092529
	Iteration 56Q: 3 clusters Score -2111922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2111925.500000 Penalty: 3220.092529
	Iteration 57Q: 3 clusters Score -2111926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2111937.250000 Penalty: 3220.092529
	Iteration 58Q: 3 clusters Score -2111937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2111938.500000 Penalty: 3220.092529
	Iteration 59Q: 3 clusters Score -2111938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2111949.250000 Penalty: 3220.092529
	Iteration 60F: 3 clusters Score -2111949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2111954.250000 Penalty: 3220.092529
	Iteration 61Q: 3 clusters Score -2111954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2111960.500000 Penalty: 3220.092529
	Iteration 62Q: 3 clusters Score -2111960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2111968.000000 Penalty: 3220.092529
	Iteration 63Q: 3 clusters Score -2111968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2111970.750000 Penalty: 3220.092529
	Iteration 64Q: 3 clusters Score -2111971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2111978.000000 Penalty: 3220.092529
	Iteration 65Q: 3 clusters Score -2111978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2111987.500000 Penalty: 3220.092529
	Iteration 66Q: 3 clusters Score -2111988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2111992.000000 Penalty: 3220.092529
	Iteration 67Q: 3 clusters Score -2111992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2111996.000000 Penalty: 3220.092529
	Iteration 68Q: 3 clusters Score -2111996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2111995.750000 Penalty: 3220.092529
	Iteration 69Q: 3 clusters Score -2111996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2111995.250000 Penalty: 3220.092529
	Iteration 70Q: 3 clusters Score -2111995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2111999.500000 Penalty: 3220.092529
	Iteration 71Q: 3 clusters Score -2112000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2112000.000000 Penalty: 3220.092529
	Iteration 72Q: 3 clusters Score -2112000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2112005.000000 Penalty: 3220.092529
	Iteration 73Q: 3 clusters Score -2112005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2112008.500000 Penalty: 3220.092529
	Iteration 74Q: 3 clusters Score -2112008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2112009.000000 Penalty: 3220.092529
	Iteration 75Q: 3 clusters Score -2112009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2112014.000000 Penalty: 3220.092529
	Iteration 76Q: 3 clusters Score -2112014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2112017.750000 Penalty: 3220.092529
	Iteration 77Q: 3 clusters Score -2112018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2112021.000000 Penalty: 3220.092529
	Iteration 78Q: 3 clusters Score -2112021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2112023.250000 Penalty: 3220.092529
	Iteration 79Q: 3 clusters Score -2112023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2112018.500000 Penalty: 3220.092529
	Iteration 80F: 3 clusters Score -2112018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2112018.000000 Penalty: 3220.092529
	Iteration 81Q: 3 clusters Score -2112018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2112018.250000 Penalty: 3220.092529
	Iteration 82Q: 3 clusters Score -2112018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2112022.750000 Penalty: 3220.092529
	Iteration 83Q: 3 clusters Score -2112023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2112021.000000 Penalty: 3220.092529
	Iteration 84Q: 3 clusters Score -2112021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2112026.750000 Penalty: 3220.092529
	Iteration 85Q: 3 clusters Score -2112027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2112023.500000 Penalty: 3220.092529
	Iteration 86Q: 3 clusters Score -2112024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2112022.250000 Penalty: 3220.092529
	Iteration 87Q: 3 clusters Score -2112022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2112024.250000 Penalty: 3220.092529
	Iteration 88Q: 3 clusters Score -2112024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2112028.750000 Penalty: 3220.092529
	Iteration 89Q: 3 clusters Score -2112029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2112026.250000 Penalty: 3220.092529
	Iteration 90Q: 3 clusters Score -2112026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2112029.000000 Penalty: 3220.092529
	Iteration 91Q: 3 clusters Score -2112029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2112029.500000 Penalty: 3220.092529
	Iteration 92Q: 3 clusters Score -2112030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2112031.500000 Penalty: 3220.092529
	Iteration 93Q: 3 clusters Score -2112032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2112032.250000 Penalty: 3220.092529
	Iteration 94Q: 3 clusters Score -2112032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2112036.750000 Penalty: 3220.092529
	Iteration 95Q: 3 clusters Score -2112037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2112039.250000 Penalty: 3220.092529
	Iteration 96Q: 3 clusters Score -2112039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2112038.000000 Penalty: 3220.092529
	Iteration 97Q: 3 clusters Score -2112038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2112038.000000 Penalty: 3220.092529
	Iteration 98Q: 3 clusters Score -2112038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2112037.500000 Penalty: 3220.092529
	Iteration 99Q: 3 clusters Score -2112038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2112037.000000 Penalty: 3220.092529
	Iteration 100F: 3 clusters Score -2112037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2112035.000000 Penalty: 3220.092529
	Iteration 101Q: 3 clusters Score -2112035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2112037.250000 Penalty: 3220.092529
	Iteration 102Q: 3 clusters Score -2112037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2112037.000000 Penalty: 3220.092529
	Iteration 103Q: 3 clusters Score -2112037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2112036.500000 Penalty: 3220.092529
	Iteration 104Q: 3 clusters Score -2112036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2112037.250000 Penalty: 3220.092529
	Iteration 105Q: 3 clusters Score -2112037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2112039.000000 Penalty: 3220.092529
	Iteration 106Q: 3 clusters Score -2112039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2112035.000000 Penalty: 3220.092529
	Iteration 107Q: 3 clusters Score -2112035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2112038.250000 Penalty: 3220.092529
	Iteration 108Q: 3 clusters Score -2112038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2112038.250000 Penalty: 3220.092529
	Iteration 109Q: 3 clusters Score -2112038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2112039.750000 Penalty: 3220.092529
	Iteration 110Q: 3 clusters Score -2112040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2112041.250000 Penalty: 3220.092529
	Iteration 111Q: 3 clusters Score -2112041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2112041.000000 Penalty: 3220.092529
	Iteration 112Q: 3 clusters Score -2112041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2112041.000000 Penalty: 3220.092529
	Iteration 113F: 3 clusters Score -2112041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -156840.171875 Penalty: 1235.227905
	Iteration 0F: 2 clusters Score -156840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -154932.562500 Penalty: 2470.455811
	Iteration 0F: 3 clusters Score -154932.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156471.046875 Penalty: 2470.455811
	Iteration 1F: 3 clusters Score -156471 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157549.656250 Penalty: 2470.455811
	Iteration 2F: 3 clusters Score -157549.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -158129.531250 Penalty: 2470.455811
	Iteration 3F: 3 clusters Score -158129.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158461.765625 Penalty: 2470.455811
	Iteration 4F: 3 clusters Score -158461.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -158675.359375 Penalty: 2470.455811
	Iteration 5Q: 3 clusters Score -158675.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -158827.328125 Penalty: 2470.455811
	Iteration 6Q: 3 clusters Score -158827.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -158894.484375 Penalty: 2470.455811
	Iteration 7Q: 3 clusters Score -158894.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -158915.953125 Penalty: 2470.455811
	Iteration 8Q: 3 clusters Score -158916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158926.265625 Penalty: 2470.455811
	Iteration 9Q: 3 clusters Score -158926.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -158937.031250 Penalty: 2470.455811
	Iteration 10Q: 3 clusters Score -158937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -158944.421875 Penalty: 2470.455811
	Iteration 11Q: 3 clusters Score -158944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -158948.796875 Penalty: 2470.455811
	Iteration 12Q: 3 clusters Score -158948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -158953.046875 Penalty: 2470.455811
	Iteration 13Q: 3 clusters Score -158953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -158954.156250 Penalty: 2470.455811
	Iteration 14Q: 3 clusters Score -158954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158955.593750 Penalty: 2470.455811
	Iteration 15Q: 3 clusters Score -158955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -158956.484375 Penalty: 2470.455811
	Iteration 16Q: 3 clusters Score -158956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -158956.984375 Penalty: 2470.455811
	Iteration 17Q: 3 clusters Score -158957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -158957.265625 Penalty: 2470.455811
	Iteration 18F: 3 clusters Score -158957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -158958.109375 Penalty: 2470.455811
	Iteration 19Q: 3 clusters Score -158958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -158958.953125 Penalty: 2470.455811
	Iteration 20F: 3 clusters Score -158959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 192917 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 1134 members 
Entering Unmasked Estep 
Score: -153956752.000000 Penalty: 90272.570312
Splitting cluster 18 changes total score from -153948944.000000 to -153956752.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (80965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Entering Unmasked Estep 
Score: -8482729.000000 Penalty: 1836.537964
	Iteration 0F: 2 clusters Score -8482729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8428595.000000 Penalty: 3673.075928
	Iteration 0F: 3 clusters Score -8428595 nChanged 38711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8451212.000000 Penalty: 3673.075928
	Iteration 1F: 3 clusters Score -8451212 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8452104.000000 Penalty: 3673.075928
	Iteration 2Q: 3 clusters Score -8452104 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8453398.000000 Penalty: 3673.075928
	Iteration 3Q: 3 clusters Score -8453398 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -8455244.000000 Penalty: 3673.075928
	Iteration 4F: 3 clusters Score -8455244 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -8458165.000000 Penalty: 3673.075928
	Iteration 5F: 3 clusters Score -8458165 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -8462417.000000 Penalty: 3673.075928
	Iteration 6F: 3 clusters Score -8462417 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -8467615.000000 Penalty: 3673.075928
	Iteration 7F: 3 clusters Score -8467615 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -8472661.000000 Penalty: 3673.075928
	Iteration 8F: 3 clusters Score -8472661 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -8476768.000000 Penalty: 3673.075928
	Iteration 9F: 3 clusters Score -8476768 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -8479599.000000 Penalty: 3673.075928
	Iteration 10Q: 3 clusters Score -8479599 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -8480894.000000 Penalty: 3673.075928
	Iteration 11Q: 3 clusters Score -8480894 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -8481442.000000 Penalty: 3673.075928
	Iteration 12Q: 3 clusters Score -8481442 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -8481700.000000 Penalty: 3673.075928
	Iteration 13Q: 3 clusters Score -8481700 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -8481883.000000 Penalty: 3673.075928
	Iteration 14Q: 3 clusters Score -8481883 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -8481948.000000 Penalty: 3673.075928
	Iteration 15Q: 3 clusters Score -8481948 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -8481996.000000 Penalty: 3673.075928
	Iteration 16Q: 3 clusters Score -8481996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -8482039.000000 Penalty: 3673.075928
	Iteration 17Q: 3 clusters Score -8482039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -8482053.000000 Penalty: 3673.075928
	Iteration 18Q: 3 clusters Score -8482053 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -8482057.000000 Penalty: 3673.075928
	Iteration 19Q: 3 clusters Score -8482057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -8482068.000000 Penalty: 3673.075928
	Iteration 20F: 3 clusters Score -8482068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -8482075.000000 Penalty: 3673.075928
	Iteration 21Q: 3 clusters Score -8482075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -8482082.000000 Penalty: 3673.075928
	Iteration 22Q: 3 clusters Score -8482082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -8482090.000000 Penalty: 3673.075928
	Iteration 23Q: 3 clusters Score -8482090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -8482097.000000 Penalty: 3673.075928
	Iteration 24Q: 3 clusters Score -8482097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -8482097.000000 Penalty: 3673.075928
	Iteration 25Q: 3 clusters Score -8482097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -8482105.000000 Penalty: 3673.075928
	Iteration 26Q: 3 clusters Score -8482105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -8482095.000000 Penalty: 3673.075928
	Iteration 27Q: 3 clusters Score -8482095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -8482104.000000 Penalty: 3673.075928
	Iteration 28Q: 3 clusters Score -8482104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -8482101.000000 Penalty: 3673.075928
	Iteration 29Q: 3 clusters Score -8482101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -8482101.000000 Penalty: 3673.075928
	Iteration 30Q: 3 clusters Score -8482101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -8482104.000000 Penalty: 3673.075928
	Iteration 31Q: 3 clusters Score -8482104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -8482107.000000 Penalty: 3673.075928
	Iteration 32Q: 3 clusters Score -8482107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -8482102.000000 Penalty: 3673.075928
	Iteration 33Q: 3 clusters Score -8482102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -8482103.000000 Penalty: 3673.075928
	Iteration 34Q: 3 clusters Score -8482103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -8482107.000000 Penalty: 3673.075928
	Iteration 35Q: 3 clusters Score -8482107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -8482116.000000 Penalty: 3673.075928
	Iteration 36Q: 3 clusters Score -8482116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -8482123.000000 Penalty: 3673.075928
	Iteration 37Q: 3 clusters Score -8482123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -8482122.000000 Penalty: 3673.075928
	Iteration 38Q: 3 clusters Score -8482122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -8482122.000000 Penalty: 3673.075928
	Iteration 39Q: 3 clusters Score -8482122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -8482108.000000 Penalty: 3673.075928
	Iteration 40F: 3 clusters Score -8482108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -8482111.000000 Penalty: 3673.075928
	Iteration 41Q: 3 clusters Score -8482111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -8482129.000000 Penalty: 3673.075928
	Iteration 42Q: 3 clusters Score -8482129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -8482134.000000 Penalty: 3673.075928
	Iteration 43Q: 3 clusters Score -8482134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -8482127.000000 Penalty: 3673.075928
	Iteration 44Q: 3 clusters Score -8482127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -8482130.000000 Penalty: 3673.075928
	Iteration 45Q: 3 clusters Score -8482130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -8482132.000000 Penalty: 3673.075928
	Iteration 46Q: 3 clusters Score -8482132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -8482130.000000 Penalty: 3673.075928
	Iteration 47Q: 3 clusters Score -8482130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -8482128.000000 Penalty: 3673.075928
	Iteration 48Q: 3 clusters Score -8482128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -8482128.000000 Penalty: 3673.075928
	Iteration 49Q: 3 clusters Score -8482128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -8482125.000000 Penalty: 3673.075928
	Iteration 50Q: 3 clusters Score -8482125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -8482131.000000 Penalty: 3673.075928
	Iteration 51Q: 3 clusters Score -8482131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -8482133.000000 Penalty: 3673.075928
	Iteration 52Q: 3 clusters Score -8482133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -8482126.000000 Penalty: 3673.075928
	Iteration 53Q: 3 clusters Score -8482126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -8482129.000000 Penalty: 3673.075928
	Iteration 54Q: 3 clusters Score -8482129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -8482134.000000 Penalty: 3673.075928
	Iteration 55Q: 3 clusters Score -8482134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -8482135.000000 Penalty: 3673.075928
	Iteration 56Q: 3 clusters Score -8482135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -8482135.000000 Penalty: 3673.075928
	Iteration 57Q: 3 clusters Score -8482135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -8482134.000000 Penalty: 3673.075928
	Iteration 58Q: 3 clusters Score -8482134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -8482138.000000 Penalty: 3673.075928
	Iteration 59Q: 3 clusters Score -8482138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -8482137.000000 Penalty: 3673.075928
	Iteration 60F: 3 clusters Score -8482137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -8482146.000000 Penalty: 3673.075928
	Iteration 61Q: 3 clusters Score -8482146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -8482138.000000 Penalty: 3673.075928
	Iteration 62Q: 3 clusters Score -8482138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -8482137.000000 Penalty: 3673.075928
	Iteration 63Q: 3 clusters Score -8482137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -8482141.000000 Penalty: 3673.075928
	Iteration 64Q: 3 clusters Score -8482141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -8482152.000000 Penalty: 3673.075928
	Iteration 65Q: 3 clusters Score -8482152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -8482149.000000 Penalty: 3673.075928
	Iteration 66Q: 3 clusters Score -8482149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -8482145.000000 Penalty: 3673.075928
	Iteration 67Q: 3 clusters Score -8482145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -8482145.000000 Penalty: 3673.075928
	Iteration 68F: 3 clusters Score -8482145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (171757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171757 members 
Entering Unmasked Estep 
Score: -17917074.000000 Penalty: 1958.748291
	Iteration 0F: 2 clusters Score -1.791707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -17805390.000000 Penalty: 3917.496582
	Iteration 0F: 3 clusters Score -1.780539e+07 nChanged 83361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -17855306.000000 Penalty: 3917.496582
	Iteration 1F: 3 clusters Score -1.785531e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -17856996.000000 Penalty: 3917.496582
	Iteration 2Q: 3 clusters Score -1.7857e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -17859162.000000 Penalty: 3917.496582
	Iteration 3Q: 3 clusters Score -1.785916e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -17862350.000000 Penalty: 3917.496582
	Iteration 4Q: 3 clusters Score -1.786235e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -17867166.000000 Penalty: 3917.496582
	Iteration 5F: 3 clusters Score -1.786717e+07 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112663 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -17874390.000000 Penalty: 3917.496582
	Iteration 6F: 3 clusters Score -1.787439e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -17884042.000000 Penalty: 3917.496582
	Iteration 7F: 3 clusters Score -1.788404e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133634 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -17894516.000000 Penalty: 3917.496582
	Iteration 8F: 3 clusters Score -1.789452e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -17903014.000000 Penalty: 3917.496582
	Iteration 9F: 3 clusters Score -1.790301e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147266 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -17908524.000000 Penalty: 3917.496582
	Iteration 10Q: 3 clusters Score -1.790852e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150792 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -17911798.000000 Penalty: 3917.496582
	Iteration 11Q: 3 clusters Score -1.79118e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -17913678.000000 Penalty: 3917.496582
	Iteration 12Q: 3 clusters Score -1.791368e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -17914594.000000 Penalty: 3917.496582
	Iteration 13Q: 3 clusters Score -1.791459e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -17915128.000000 Penalty: 3917.496582
	Iteration 14Q: 3 clusters Score -1.791513e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -17915534.000000 Penalty: 3917.496582
	Iteration 15Q: 3 clusters Score -1.791553e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -17915746.000000 Penalty: 3917.496582
	Iteration 16Q: 3 clusters Score -1.791575e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158532 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -17915838.000000 Penalty: 3917.496582
	Iteration 17Q: 3 clusters Score -1.791584e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -17915916.000000 Penalty: 3917.496582
	Iteration 18Q: 3 clusters Score -1.791592e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -17915970.000000 Penalty: 3917.496582
	Iteration 19Q: 3 clusters Score -1.791597e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -17916100.000000 Penalty: 3917.496582
	Iteration 20F: 3 clusters Score -1.79161e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -17916122.000000 Penalty: 3917.496582
	Iteration 21Q: 3 clusters Score -1.791612e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160804 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -17916070.000000 Penalty: 3917.496582
	Iteration 22Q: 3 clusters Score -1.791607e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161172 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -17916136.000000 Penalty: 3917.496582
	Iteration 23Q: 3 clusters Score -1.791614e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -17916142.000000 Penalty: 3917.496582
	Iteration 24Q: 3 clusters Score -1.791614e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -17916232.000000 Penalty: 3917.496582
	Iteration 25Q: 3 clusters Score -1.791623e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162108 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -17916222.000000 Penalty: 3917.496582
	Iteration 26Q: 3 clusters Score -1.791622e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162400 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -17916208.000000 Penalty: 3917.496582
	Iteration 27Q: 3 clusters Score -1.791621e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162664 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -17916218.000000 Penalty: 3917.496582
	Iteration 28Q: 3 clusters Score -1.791622e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -17916250.000000 Penalty: 3917.496582
	Iteration 29Q: 3 clusters Score -1.791625e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -17916234.000000 Penalty: 3917.496582
	Iteration 30Q: 3 clusters Score -1.791623e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -17916284.000000 Penalty: 3917.496582
	Iteration 31Q: 3 clusters Score -1.791628e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163562 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -17916310.000000 Penalty: 3917.496582
	Iteration 32Q: 3 clusters Score -1.791631e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -17916328.000000 Penalty: 3917.496582
	Iteration 33Q: 3 clusters Score -1.791633e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -17916356.000000 Penalty: 3917.496582
	Iteration 34Q: 3 clusters Score -1.791636e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164133 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -17916370.000000 Penalty: 3917.496582
	Iteration 35Q: 3 clusters Score -1.791637e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164322 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -17916334.000000 Penalty: 3917.496582
	Iteration 36Q: 3 clusters Score -1.791633e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164495 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -17916352.000000 Penalty: 3917.496582
	Iteration 37Q: 3 clusters Score -1.791635e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -17916352.000000 Penalty: 3917.496582
	Iteration 38Q: 3 clusters Score -1.791635e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -17916366.000000 Penalty: 3917.496582
	Iteration 39Q: 3 clusters Score -1.791637e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164953 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -17916380.000000 Penalty: 3917.496582
	Iteration 40F: 3 clusters Score -1.791638e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -17916400.000000 Penalty: 3917.496582
	Iteration 41Q: 3 clusters Score -1.79164e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -17916398.000000 Penalty: 3917.496582
	Iteration 42Q: 3 clusters Score -1.79164e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -17916402.000000 Penalty: 3917.496582
	Iteration 43Q: 3 clusters Score -1.79164e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -17916390.000000 Penalty: 3917.496582
	Iteration 44Q: 3 clusters Score -1.791639e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165584 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -17916398.000000 Penalty: 3917.496582
	Iteration 45Q: 3 clusters Score -1.79164e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -17916412.000000 Penalty: 3917.496582
	Iteration 46Q: 3 clusters Score -1.791641e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -17916402.000000 Penalty: 3917.496582
	Iteration 47Q: 3 clusters Score -1.79164e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165958 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -17916430.000000 Penalty: 3917.496582
	Iteration 48Q: 3 clusters Score -1.791643e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166089 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -17916478.000000 Penalty: 3917.496582
	Iteration 49Q: 3 clusters Score -1.791648e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -17916500.000000 Penalty: 3917.496582
	Iteration 50Q: 3 clusters Score -1.79165e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -17916510.000000 Penalty: 3917.496582
	Iteration 51Q: 3 clusters Score -1.791651e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -17916456.000000 Penalty: 3917.496582
	Iteration 52Q: 3 clusters Score -1.791646e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -17916486.000000 Penalty: 3917.496582
	Iteration 53Q: 3 clusters Score -1.791649e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -17916466.000000 Penalty: 3917.496582
	Iteration 54Q: 3 clusters Score -1.791647e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -17916414.000000 Penalty: 3917.496582
	Iteration 55Q: 3 clusters Score -1.791641e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -17916444.000000 Penalty: 3917.496582
	Iteration 56Q: 3 clusters Score -1.791644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -17916434.000000 Penalty: 3917.496582
	Iteration 57Q: 3 clusters Score -1.791643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166808 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -17916446.000000 Penalty: 3917.496582
	Iteration 58Q: 3 clusters Score -1.791645e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -17916464.000000 Penalty: 3917.496582
	Iteration 59Q: 3 clusters Score -1.791646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -17916490.000000 Penalty: 3917.496582
	Iteration 60F: 3 clusters Score -1.791649e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166921 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -17916498.000000 Penalty: 3917.496582
	Iteration 61Q: 3 clusters Score -1.79165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166958 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -17916514.000000 Penalty: 3917.496582
	Iteration 62Q: 3 clusters Score -1.791651e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -17916510.000000 Penalty: 3917.496582
	Iteration 63Q: 3 clusters Score -1.791651e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -17916502.000000 Penalty: 3917.496582
	Iteration 64Q: 3 clusters Score -1.79165e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -17916482.000000 Penalty: 3917.496582
	Iteration 65Q: 3 clusters Score -1.791648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -17916470.000000 Penalty: 3917.496582
	Iteration 66Q: 3 clusters Score -1.791647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167121 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -17916484.000000 Penalty: 3917.496582
	Iteration 67Q: 3 clusters Score -1.791648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -17916478.000000 Penalty: 3917.496582
	Iteration 68Q: 3 clusters Score -1.791648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -17916470.000000 Penalty: 3917.496582
	Iteration 69Q: 3 clusters Score -1.791647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -17916484.000000 Penalty: 3917.496582
	Iteration 70Q: 3 clusters Score -1.791648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -17916488.000000 Penalty: 3917.496582
	Iteration 71Q: 3 clusters Score -1.791649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167205 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -17916500.000000 Penalty: 3917.496582
	Iteration 72Q: 3 clusters Score -1.79165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -17916516.000000 Penalty: 3917.496582
	Iteration 73Q: 3 clusters Score -1.791652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -17916504.000000 Penalty: 3917.496582
	Iteration 74Q: 3 clusters Score -1.79165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -17916506.000000 Penalty: 3917.496582
	Iteration 75Q: 3 clusters Score -1.791651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -17916496.000000 Penalty: 3917.496582
	Iteration 76Q: 3 clusters Score -1.79165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -17916506.000000 Penalty: 3917.496582
	Iteration 77Q: 3 clusters Score -1.791651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -17916514.000000 Penalty: 3917.496582
	Iteration 78Q: 3 clusters Score -1.791651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -17916504.000000 Penalty: 3917.496582
	Iteration 79Q: 3 clusters Score -1.79165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -17916516.000000 Penalty: 3917.496582
	Iteration 80F: 3 clusters Score -1.791652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -17916504.000000 Penalty: 3917.496582
	Iteration 81Q: 3 clusters Score -1.79165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -17916530.000000 Penalty: 3917.496582
	Iteration 82Q: 3 clusters Score -1.791653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -17916538.000000 Penalty: 3917.496582
	Iteration 83Q: 3 clusters Score -1.791654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -17916536.000000 Penalty: 3917.496582
	Iteration 84Q: 3 clusters Score -1.791654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -17916538.000000 Penalty: 3917.496582
	Iteration 85Q: 3 clusters Score -1.791654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167404 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -17916524.000000 Penalty: 3917.496582
	Iteration 86Q: 3 clusters Score -1.791652e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -17916532.000000 Penalty: 3917.496582
	Iteration 87Q: 3 clusters Score -1.791653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -17916534.000000 Penalty: 3917.496582
	Iteration 88Q: 3 clusters Score -1.791653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -17916526.000000 Penalty: 3917.496582
	Iteration 89Q: 3 clusters Score -1.791653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -17916526.000000 Penalty: 3917.496582
	Iteration 90Q: 3 clusters Score -1.791653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -17916546.000000 Penalty: 3917.496582
	Iteration 91Q: 3 clusters Score -1.791655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -17916546.000000 Penalty: 3917.496582
	Iteration 92Q: 3 clusters Score -1.791655e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -17916548.000000 Penalty: 3917.496582
	Iteration 93Q: 3 clusters Score -1.791655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -17916534.000000 Penalty: 3917.496582
	Iteration 94Q: 3 clusters Score -1.791653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167522 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -17916536.000000 Penalty: 3917.496582
	Iteration 95Q: 3 clusters Score -1.791654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167531 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -17916546.000000 Penalty: 3917.496582
	Iteration 96Q: 3 clusters Score -1.791655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167547 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -17916560.000000 Penalty: 3917.496582
	Iteration 97Q: 3 clusters Score -1.791656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -17916592.000000 Penalty: 3917.496582
	Iteration 98Q: 3 clusters Score -1.791659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -17916588.000000 Penalty: 3917.496582
	Iteration 99Q: 3 clusters Score -1.791659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -17916604.000000 Penalty: 3917.496582
	Iteration 100F: 3 clusters Score -1.79166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -17916608.000000 Penalty: 3917.496582
	Iteration 101Q: 3 clusters Score -1.791661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -17916604.000000 Penalty: 3917.496582
	Iteration 102Q: 3 clusters Score -1.79166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167599 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -17916610.000000 Penalty: 3917.496582
	Iteration 103Q: 3 clusters Score -1.791661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -17916590.000000 Penalty: 3917.496582
	Iteration 104Q: 3 clusters Score -1.791659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -17916592.000000 Penalty: 3917.496582
	Iteration 105Q: 3 clusters Score -1.791659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -17916590.000000 Penalty: 3917.496582
	Iteration 106Q: 3 clusters Score -1.791659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 107Q: 3 clusters Score -1.791658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -17916586.000000 Penalty: 3917.496582
	Iteration 108Q: 3 clusters Score -1.791659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -17916590.000000 Penalty: 3917.496582
	Iteration 109Q: 3 clusters Score -1.791659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -17916590.000000 Penalty: 3917.496582
	Iteration 110Q: 3 clusters Score -1.791659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -17916600.000000 Penalty: 3917.496582
	Iteration 111Q: 3 clusters Score -1.79166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167668 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 3917.496582
	Iteration 112Q: 3 clusters Score -1.79166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -17916598.000000 Penalty: 3917.496582
	Iteration 113Q: 3 clusters Score -1.79166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -17916588.000000 Penalty: 3917.496582
	Iteration 114Q: 3 clusters Score -1.791659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167675 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -17916586.000000 Penalty: 3917.496582
	Iteration 115Q: 3 clusters Score -1.791659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -17916586.000000 Penalty: 3917.496582
	Iteration 116Q: 3 clusters Score -1.791659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -17916588.000000 Penalty: 3917.496582
	Iteration 117Q: 3 clusters Score -1.791659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 3917.496582
	Iteration 118Q: 3 clusters Score -1.79166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -17916588.000000 Penalty: 3917.496582
	Iteration 119Q: 3 clusters Score -1.791659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 120F: 3 clusters Score -1.791658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167742 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -17916592.000000 Penalty: 3917.496582
	Iteration 121Q: 3 clusters Score -1.791659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -17916590.000000 Penalty: 3917.496582
	Iteration 122Q: 3 clusters Score -1.791659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -17916580.000000 Penalty: 3917.496582
	Iteration 123Q: 3 clusters Score -1.791658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -17916582.000000 Penalty: 3917.496582
	Iteration 124Q: 3 clusters Score -1.791658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -17916594.000000 Penalty: 3917.496582
	Iteration 125Q: 3 clusters Score -1.791659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -17916580.000000 Penalty: 3917.496582
	Iteration 126Q: 3 clusters Score -1.791658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -17916574.000000 Penalty: 3917.496582
	Iteration 127Q: 3 clusters Score -1.791657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -17916572.000000 Penalty: 3917.496582
	Iteration 128Q: 3 clusters Score -1.791657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -17916578.000000 Penalty: 3917.496582
	Iteration 129Q: 3 clusters Score -1.791658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167836 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -17916562.000000 Penalty: 3917.496582
	Iteration 130Q: 3 clusters Score -1.791656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17916546.000000 Penalty: 3917.496582
	Iteration 131Q: 3 clusters Score -1.791655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167859 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -17916544.000000 Penalty: 3917.496582
	Iteration 132Q: 3 clusters Score -1.791654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167869 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -17916538.000000 Penalty: 3917.496582
	Iteration 133Q: 3 clusters Score -1.791654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167872 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -17916544.000000 Penalty: 3917.496582
	Iteration 134Q: 3 clusters Score -1.791654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -17916560.000000 Penalty: 3917.496582
	Iteration 135Q: 3 clusters Score -1.791656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167878 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -17916560.000000 Penalty: 3917.496582
	Iteration 136Q: 3 clusters Score -1.791656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -17916564.000000 Penalty: 3917.496582
	Iteration 137Q: 3 clusters Score -1.791656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -17916576.000000 Penalty: 3917.496582
	Iteration 138Q: 3 clusters Score -1.791658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -17916576.000000 Penalty: 3917.496582
	Iteration 139Q: 3 clusters Score -1.791658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167896 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -17916576.000000 Penalty: 3917.496582
	Iteration 140F: 3 clusters Score -1.791658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -17916582.000000 Penalty: 3917.496582
	Iteration 141Q: 3 clusters Score -1.791658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -17916570.000000 Penalty: 3917.496582
	Iteration 142Q: 3 clusters Score -1.791657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -17916570.000000 Penalty: 3917.496582
	Iteration 143Q: 3 clusters Score -1.791657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -17916578.000000 Penalty: 3917.496582
	Iteration 144Q: 3 clusters Score -1.791658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -17916572.000000 Penalty: 3917.496582
	Iteration 145Q: 3 clusters Score -1.791657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167911 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 146Q: 3 clusters Score -1.791658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167912 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -17916570.000000 Penalty: 3917.496582
	Iteration 147Q: 3 clusters Score -1.791657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17916576.000000 Penalty: 3917.496582
	Iteration 148Q: 3 clusters Score -1.791658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -17916568.000000 Penalty: 3917.496582
	Iteration 149Q: 3 clusters Score -1.791657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17916572.000000 Penalty: 3917.496582
	Iteration 150Q: 3 clusters Score -1.791657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17916578.000000 Penalty: 3917.496582
	Iteration 151Q: 3 clusters Score -1.791658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 152Q: 3 clusters Score -1.791658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17916582.000000 Penalty: 3917.496582
	Iteration 153Q: 3 clusters Score -1.791658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -17916586.000000 Penalty: 3917.496582
	Iteration 154Q: 3 clusters Score -1.791659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167918 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 3917.496582
	Iteration 155Q: 3 clusters Score -1.79166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167918 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -17916590.000000 Penalty: 3917.496582
	Iteration 156Q: 3 clusters Score -1.791659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167920 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -17916580.000000 Penalty: 3917.496582
	Iteration 157Q: 3 clusters Score -1.791658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167922 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -17916580.000000 Penalty: 3917.496582
	Iteration 158Q: 3 clusters Score -1.791658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -17916582.000000 Penalty: 3917.496582
	Iteration 159Q: 3 clusters Score -1.791658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -17916580.000000 Penalty: 3917.496582
	Iteration 160F: 3 clusters Score -1.791658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17916586.000000 Penalty: 3917.496582
	Iteration 161Q: 3 clusters Score -1.791659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 162Q: 3 clusters Score -1.791658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 163Q: 3 clusters Score -1.791658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -17916584.000000 Penalty: 3917.496582
	Iteration 164Q: 3 clusters Score -1.791658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -17916578.000000 Penalty: 3917.496582
	Iteration 165Q: 3 clusters Score -1.791658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167936 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -17916588.000000 Penalty: 3917.496582
	Iteration 166Q: 3 clusters Score -1.791659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -17916576.000000 Penalty: 3917.496582
	Iteration 167Q: 3 clusters Score -1.791658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -17916582.000000 Penalty: 3917.496582
	Iteration 168Q: 3 clusters Score -1.791658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -17916594.000000 Penalty: 3917.496582
	Iteration 169Q: 3 clusters Score -1.791659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167959 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 3917.496582
	Iteration 170Q: 3 clusters Score -1.79166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -17916598.000000 Penalty: 3917.496582
	Iteration 171Q: 3 clusters Score -1.79166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -17916604.000000 Penalty: 3917.496582
	Iteration 172Q: 3 clusters Score -1.79166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -17916606.000000 Penalty: 3917.496582
	Iteration 173Q: 3 clusters Score -1.791661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167966 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 3917.496582
	Iteration 174Q: 3 clusters Score -1.79166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167966 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -17916596.000000 Penalty: 3917.496582
	Iteration 175F: 3 clusters Score -1.79166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (192917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192917 members 
Entering Unmasked Estep 
Score: -20110072.000000 Penalty: 1977.627441
	Iteration 0F: 2 clusters Score -2.011007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -19988878.000000 Penalty: 3955.254883
	Iteration 0F: 3 clusters Score -1.998888e+07 nChanged 93674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -20046632.000000 Penalty: 3955.254883
	Iteration 1F: 3 clusters Score -2.004663e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -20049250.000000 Penalty: 3955.254883
	Iteration 2Q: 3 clusters Score -2.004925e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -20052780.000000 Penalty: 3955.254883
	Iteration 3Q: 3 clusters Score -2.005278e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -20057308.000000 Penalty: 3955.254883
	Iteration 4F: 3 clusters Score -2.005731e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -20063460.000000 Penalty: 3955.254883
	Iteration 5F: 3 clusters Score -2.006346e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -20070830.000000 Penalty: 3955.254883
	Iteration 6F: 3 clusters Score -2.007083e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 135432 members 
Entering Unmasked Estep 
Score: -20078884.000000 Penalty: 3955.254883
	Iteration 7F: 3 clusters Score -2.007888e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -20086572.000000 Penalty: 3955.254883
	Iteration 8F: 3 clusters Score -2.008657e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -20092074.000000 Penalty: 3955.254883
	Iteration 9Q: 3 clusters Score -2.009207e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -20095398.000000 Penalty: 3955.254883
	Iteration 10Q: 3 clusters Score -2.00954e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 156083 members 
Entering Unmasked Estep 
Score: -20097516.000000 Penalty: 3955.254883
	Iteration 11Q: 3 clusters Score -2.009752e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -20098882.000000 Penalty: 3955.254883
	Iteration 12Q: 3 clusters Score -2.009888e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 161868 members 
Entering Unmasked Estep 
Score: -20099938.000000 Penalty: 3955.254883
	Iteration 13Q: 3 clusters Score -2.009994e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -20100836.000000 Penalty: 3955.254883
	Iteration 14Q: 3 clusters Score -2.010084e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 166495 members 
Entering Unmasked Estep 
Score: -20101630.000000 Penalty: 3955.254883
	Iteration 15Q: 3 clusters Score -2.010163e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 168530 members 
Entering Unmasked Estep 
Score: -20102488.000000 Penalty: 3955.254883
	Iteration 16Q: 3 clusters Score -2.010249e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 170392 members 
Entering Unmasked Estep 
Score: -20103586.000000 Penalty: 3955.254883
	Iteration 17Q: 3 clusters Score -2.010359e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -20104800.000000 Penalty: 3955.254883
	Iteration 18Q: 3 clusters Score -2.01048e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -20106216.000000 Penalty: 3955.254883
	Iteration 19Q: 3 clusters Score -2.010622e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -20107448.000000 Penalty: 3955.254883
	Iteration 20F: 3 clusters Score -2.010745e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 175418 members 
Entering Unmasked Estep 
Score: -20108004.000000 Penalty: 3955.254883
	Iteration 21Q: 3 clusters Score -2.0108e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -20108522.000000 Penalty: 3955.254883
	Iteration 22Q: 3 clusters Score -2.010852e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 176204 members 
Entering Unmasked Estep 
Score: -20108750.000000 Penalty: 3955.254883
	Iteration 23Q: 3 clusters Score -2.010875e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 176390 members 
Entering Unmasked Estep 
Score: -20108996.000000 Penalty: 3955.254883
	Iteration 24Q: 3 clusters Score -2.0109e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -20109114.000000 Penalty: 3955.254883
	Iteration 25Q: 3 clusters Score -2.010911e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 176497 members 
Entering Unmasked Estep 
Score: -20109234.000000 Penalty: 3955.254883
	Iteration 26Q: 3 clusters Score -2.010923e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -20109270.000000 Penalty: 3955.254883
	Iteration 27Q: 3 clusters Score -2.010927e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -20109356.000000 Penalty: 3955.254883
	Iteration 28Q: 3 clusters Score -2.010936e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -20109416.000000 Penalty: 3955.254883
	Iteration 29Q: 3 clusters Score -2.010942e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 176318 members 
Entering Unmasked Estep 
Score: -20109414.000000 Penalty: 3955.254883
	Iteration 30Q: 3 clusters Score -2.010941e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -20109526.000000 Penalty: 3955.254883
	Iteration 31Q: 3 clusters Score -2.010953e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 176091 members 
Entering Unmasked Estep 
Score: -20109574.000000 Penalty: 3955.254883
	Iteration 32Q: 3 clusters Score -2.010957e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -20109590.000000 Penalty: 3955.254883
	Iteration 33Q: 3 clusters Score -2.010959e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -20109680.000000 Penalty: 3955.254883
	Iteration 34Q: 3 clusters Score -2.010968e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 175635 members 
Entering Unmasked Estep 
Score: -20109730.000000 Penalty: 3955.254883
	Iteration 35Q: 3 clusters Score -2.010973e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 175488 members 
Entering Unmasked Estep 
Score: -20109712.000000 Penalty: 3955.254883
	Iteration 36Q: 3 clusters Score -2.010971e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -20109720.000000 Penalty: 3955.254883
	Iteration 37Q: 3 clusters Score -2.010972e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -20109750.000000 Penalty: 3955.254883
	Iteration 38Q: 3 clusters Score -2.010975e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -20109794.000000 Penalty: 3955.254883
	Iteration 39Q: 3 clusters Score -2.010979e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -20109818.000000 Penalty: 3955.254883
	Iteration 40F: 3 clusters Score -2.010982e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -20109908.000000 Penalty: 3955.254883
	Iteration 41Q: 3 clusters Score -2.010991e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -20109944.000000 Penalty: 3955.254883
	Iteration 42Q: 3 clusters Score -2.010994e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -20109994.000000 Penalty: 3955.254883
	Iteration 43Q: 3 clusters Score -2.010999e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -20109930.000000 Penalty: 3955.254883
	Iteration 44Q: 3 clusters Score -2.010993e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -20109926.000000 Penalty: 3955.254883
	Iteration 45Q: 3 clusters Score -2.010993e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -20109982.000000 Penalty: 3955.254883
	Iteration 46Q: 3 clusters Score -2.010998e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -20110026.000000 Penalty: 3955.254883
	Iteration 47Q: 3 clusters Score -2.011003e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 173152 members 
Entering Unmasked Estep 
Score: -20110020.000000 Penalty: 3955.254883
	Iteration 48Q: 3 clusters Score -2.011002e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 172887 members 
Entering Unmasked Estep 
Score: -20110006.000000 Penalty: 3955.254883
	Iteration 49Q: 3 clusters Score -2.011001e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -20110076.000000 Penalty: 3955.254883
	Iteration 50Q: 3 clusters Score -2.011008e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -20110142.000000 Penalty: 3955.254883
	Iteration 51Q: 3 clusters Score -2.011014e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -20110166.000000 Penalty: 3955.254883
	Iteration 52Q: 3 clusters Score -2.011017e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -20110248.000000 Penalty: 3955.254883
	Iteration 53Q: 3 clusters Score -2.011025e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 171161 members 
Entering Unmasked Estep 
Score: -20110300.000000 Penalty: 3955.254883
	Iteration 54Q: 3 clusters Score -2.01103e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 170730 members 
Entering Unmasked Estep 
Score: -20110260.000000 Penalty: 3955.254883
	Iteration 55Q: 3 clusters Score -2.011026e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 170283 members 
Entering Unmasked Estep 
Score: -20110322.000000 Penalty: 3955.254883
	Iteration 56Q: 3 clusters Score -2.011032e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 169866 members 
Entering Unmasked Estep 
Score: -20110360.000000 Penalty: 3955.254883
	Iteration 57Q: 3 clusters Score -2.011036e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 169401 members 
Entering Unmasked Estep 
Score: -20110392.000000 Penalty: 3955.254883
	Iteration 58Q: 3 clusters Score -2.011039e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -20110460.000000 Penalty: 3955.254883
	Iteration 59Q: 3 clusters Score -2.011046e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 168396 members 
Entering Unmasked Estep 
Score: -20110478.000000 Penalty: 3955.254883
	Iteration 60F: 3 clusters Score -2.011048e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -20110488.000000 Penalty: 3955.254883
	Iteration 61Q: 3 clusters Score -2.011049e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -20110568.000000 Penalty: 3955.254883
	Iteration 62Q: 3 clusters Score -2.011057e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -20110624.000000 Penalty: 3955.254883
	Iteration 63Q: 3 clusters Score -2.011062e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -20110750.000000 Penalty: 3955.254883
	Iteration 64Q: 3 clusters Score -2.011075e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 165437 members 
Entering Unmasked Estep 
Score: -20110918.000000 Penalty: 3955.254883
	Iteration 65Q: 3 clusters Score -2.011092e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 164777 members 
Entering Unmasked Estep 
Score: -20111034.000000 Penalty: 3955.254883
	Iteration 66Q: 3 clusters Score -2.011103e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -20111100.000000 Penalty: 3955.254883
	Iteration 67Q: 3 clusters Score -2.01111e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -20111208.000000 Penalty: 3955.254883
	Iteration 68Q: 3 clusters Score -2.011121e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 162889 members 
Entering Unmasked Estep 
Score: -20111364.000000 Penalty: 3955.254883
	Iteration 69Q: 3 clusters Score -2.011136e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 162291 members 
Entering Unmasked Estep 
Score: -20111504.000000 Penalty: 3955.254883
	Iteration 70Q: 3 clusters Score -2.01115e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -20111514.000000 Penalty: 3955.254883
	Iteration 71Q: 3 clusters Score -2.011151e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -20111632.000000 Penalty: 3955.254883
	Iteration 72Q: 3 clusters Score -2.011163e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 160492 members 
Entering Unmasked Estep 
Score: -20111634.000000 Penalty: 3955.254883
	Iteration 73Q: 3 clusters Score -2.011163e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -20111714.000000 Penalty: 3955.254883
	Iteration 74Q: 3 clusters Score -2.011171e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -20111892.000000 Penalty: 3955.254883
	Iteration 75Q: 3 clusters Score -2.011189e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -20111992.000000 Penalty: 3955.254883
	Iteration 76Q: 3 clusters Score -2.011199e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -20112136.000000 Penalty: 3955.254883
	Iteration 77Q: 3 clusters Score -2.011214e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -20112186.000000 Penalty: 3955.254883
	Iteration 78Q: 3 clusters Score -2.011219e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -20112292.000000 Penalty: 3955.254883
	Iteration 79Q: 3 clusters Score -2.011229e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -20112402.000000 Penalty: 3955.254883
	Iteration 80F: 3 clusters Score -2.01124e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -20112492.000000 Penalty: 3955.254883
	Iteration 81Q: 3 clusters Score -2.011249e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 153947 members 
Entering Unmasked Estep 
Score: -20112602.000000 Penalty: 3955.254883
	Iteration 82Q: 3 clusters Score -2.01126e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -20112752.000000 Penalty: 3955.254883
	Iteration 83Q: 3 clusters Score -2.011275e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 152368 members 
Entering Unmasked Estep 
Score: -20112872.000000 Penalty: 3955.254883
	Iteration 84Q: 3 clusters Score -2.011287e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -20113028.000000 Penalty: 3955.254883
	Iteration 85Q: 3 clusters Score -2.011303e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -20113058.000000 Penalty: 3955.254883
	Iteration 86Q: 3 clusters Score -2.011306e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -20113212.000000 Penalty: 3955.254883
	Iteration 87Q: 3 clusters Score -2.011321e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
Score: -20113314.000000 Penalty: 3955.254883
	Iteration 88Q: 3 clusters Score -2.011331e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -20113426.000000 Penalty: 3955.254883
	Iteration 89Q: 3 clusters Score -2.011343e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -20113508.000000 Penalty: 3955.254883
	Iteration 90Q: 3 clusters Score -2.011351e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -20113592.000000 Penalty: 3955.254883
	Iteration 91Q: 3 clusters Score -2.011359e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 146935 members 
Entering Unmasked Estep 
Score: -20113710.000000 Penalty: 3955.254883
	Iteration 92Q: 3 clusters Score -2.011371e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -20113746.000000 Penalty: 3955.254883
	Iteration 93Q: 3 clusters Score -2.011375e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -20113766.000000 Penalty: 3955.254883
	Iteration 94Q: 3 clusters Score -2.011377e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -20113778.000000 Penalty: 3955.254883
	Iteration 95Q: 3 clusters Score -2.011378e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -20113844.000000 Penalty: 3955.254883
	Iteration 96Q: 3 clusters Score -2.011384e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 144443 members 
Entering Unmasked Estep 
Score: -20113828.000000 Penalty: 3955.254883
	Iteration 97Q: 3 clusters Score -2.011383e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 143991 members 
Entering Unmasked Estep 
Score: -20113978.000000 Penalty: 3955.254883
	Iteration 98Q: 3 clusters Score -2.011398e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -20113984.000000 Penalty: 3955.254883
	Iteration 99Q: 3 clusters Score -2.011398e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -20114034.000000 Penalty: 3955.254883
	Iteration 100F: 3 clusters Score -2.011403e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 142645 members 
Entering Unmasked Estep 
Score: -20114092.000000 Penalty: 3955.254883
	Iteration 101Q: 3 clusters Score -2.011409e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 142220 members 
Entering Unmasked Estep 
Score: -20114186.000000 Penalty: 3955.254883
	Iteration 102Q: 3 clusters Score -2.011419e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -20114236.000000 Penalty: 3955.254883
	Iteration 103Q: 3 clusters Score -2.011424e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -20114292.000000 Penalty: 3955.254883
	Iteration 104Q: 3 clusters Score -2.011429e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 140913 members 
Entering Unmasked Estep 
Score: -20114322.000000 Penalty: 3955.254883
	Iteration 105Q: 3 clusters Score -2.011432e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 140452 members 
Entering Unmasked Estep 
Score: -20114334.000000 Penalty: 3955.254883
	Iteration 106Q: 3 clusters Score -2.011433e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -20114358.000000 Penalty: 3955.254883
	Iteration 107Q: 3 clusters Score -2.011436e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 139493 members 
Entering Unmasked Estep 
Score: -20114354.000000 Penalty: 3955.254883
	Iteration 108Q: 3 clusters Score -2.011435e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -20114392.000000 Penalty: 3955.254883
	Iteration 109Q: 3 clusters Score -2.011439e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -20114432.000000 Penalty: 3955.254883
	Iteration 110Q: 3 clusters Score -2.011443e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -20114530.000000 Penalty: 3955.254883
	Iteration 111Q: 3 clusters Score -2.011453e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 137504 members 
Entering Unmasked Estep 
Score: -20114554.000000 Penalty: 3955.254883
	Iteration 112Q: 3 clusters Score -2.011455e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -20114656.000000 Penalty: 3955.254883
	Iteration 113Q: 3 clusters Score -2.011466e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 136522 members 
Entering Unmasked Estep 
Score: -20114716.000000 Penalty: 3955.254883
	Iteration 114Q: 3 clusters Score -2.011472e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -20114694.000000 Penalty: 3955.254883
	Iteration 115Q: 3 clusters Score -2.011469e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -20114734.000000 Penalty: 3955.254883
	Iteration 116Q: 3 clusters Score -2.011473e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 135017 members 
Entering Unmasked Estep 
Score: -20114734.000000 Penalty: 3955.254883
	Iteration 117Q: 3 clusters Score -2.011473e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 134539 members 
Entering Unmasked Estep 
Score: -20114796.000000 Penalty: 3955.254883
	Iteration 118Q: 3 clusters Score -2.01148e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
Score: -20114856.000000 Penalty: 3955.254883
	Iteration 119Q: 3 clusters Score -2.011486e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 133543 members 
Entering Unmasked Estep 
Score: -20114870.000000 Penalty: 3955.254883
	Iteration 120F: 3 clusters Score -2.011487e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -20114922.000000 Penalty: 3955.254883
	Iteration 121Q: 3 clusters Score -2.011492e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -20114866.000000 Penalty: 3955.254883
	Iteration 122Q: 3 clusters Score -2.011487e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -20114912.000000 Penalty: 3955.254883
	Iteration 123Q: 3 clusters Score -2.011491e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 131441 members 
Entering Unmasked Estep 
Score: -20114910.000000 Penalty: 3955.254883
	Iteration 124Q: 3 clusters Score -2.011491e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 130890 members 
Entering Unmasked Estep 
Score: -20114986.000000 Penalty: 3955.254883
	Iteration 125Q: 3 clusters Score -2.011499e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -20115048.000000 Penalty: 3955.254883
	Iteration 126Q: 3 clusters Score -2.011505e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 129728 members 
Entering Unmasked Estep 
Score: -20115028.000000 Penalty: 3955.254883
	Iteration 127Q: 3 clusters Score -2.011503e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 129147 members 
Entering Unmasked Estep 
Score: -20115066.000000 Penalty: 3955.254883
	Iteration 128Q: 3 clusters Score -2.011507e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -20115086.000000 Penalty: 3955.254883
	Iteration 129Q: 3 clusters Score -2.011509e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 127901 members 
Entering Unmasked Estep 
Score: -20115120.000000 Penalty: 3955.254883
	Iteration 130Q: 3 clusters Score -2.011512e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -20115056.000000 Penalty: 3955.254883
	Iteration 131Q: 3 clusters Score -2.011506e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 126752 members 
Entering Unmasked Estep 
Score: -20115164.000000 Penalty: 3955.254883
	Iteration 132Q: 3 clusters Score -2.011516e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 126209 members 
Entering Unmasked Estep 
Score: -20115196.000000 Penalty: 3955.254883
	Iteration 133Q: 3 clusters Score -2.01152e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -20115322.000000 Penalty: 3955.254883
	Iteration 134Q: 3 clusters Score -2.011532e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 125173 members 
Entering Unmasked Estep 
Score: -20115392.000000 Penalty: 3955.254883
	Iteration 135Q: 3 clusters Score -2.011539e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -20115474.000000 Penalty: 3955.254883
	Iteration 136Q: 3 clusters Score -2.011547e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -20115528.000000 Penalty: 3955.254883
	Iteration 137Q: 3 clusters Score -2.011553e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -20115534.000000 Penalty: 3955.254883
	Iteration 138Q: 3 clusters Score -2.011553e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 123165 members 
Entering Unmasked Estep 
Score: -20115594.000000 Penalty: 3955.254883
	Iteration 139Q: 3 clusters Score -2.011559e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -20115590.000000 Penalty: 3955.254883
	Iteration 140F: 3 clusters Score -2.011559e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 122231 members 
Entering Unmasked Estep 
Score: -20115684.000000 Penalty: 3955.254883
	Iteration 141Q: 3 clusters Score -2.011568e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 121771 members 
Entering Unmasked Estep 
Score: -20115752.000000 Penalty: 3955.254883
	Iteration 142Q: 3 clusters Score -2.011575e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -20115836.000000 Penalty: 3955.254883
	Iteration 143Q: 3 clusters Score -2.011584e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 120901 members 
Entering Unmasked Estep 
Score: -20115850.000000 Penalty: 3955.254883
	Iteration 144Q: 3 clusters Score -2.011585e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 120491 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.011588e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 120049 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.011591e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 119579 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.011599e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -20116050.000000 Penalty: 3955.254883
	Iteration 148Q: 3 clusters Score -2.011605e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.011612e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 117927 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.011623e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 117318 members 
Entering Unmasked Estep 
Score: -20116360.000000 Penalty: 3955.254883
	Iteration 151Q: 3 clusters Score -2.011636e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 116698 members 
Entering Unmasked Estep 
Score: -20116384.000000 Penalty: 3955.254883
	Iteration 152Q: 3 clusters Score -2.011638e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -20116484.000000 Penalty: 3955.254883
	Iteration 153Q: 3 clusters Score -2.011648e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -20116540.000000 Penalty: 3955.254883
	Iteration 154Q: 3 clusters Score -2.011654e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -20116594.000000 Penalty: 3955.254883
	Iteration 155Q: 3 clusters Score -2.011659e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.011667e+07 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.011672e+07 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.011686e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.011699e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.011697e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 110022 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.0117e+07 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 109212 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.011711e+07 nChanged 816
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.01171e+07 nChanged 849
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.011731e+07 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.01175e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.011765e+07 nChanged 874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.011782e+07 nChanged 917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.011801e+07 nChanged 845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.011817e+07 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.01183e+07 nChanged 876
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.011844e+07 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.011856e+07 nChanged 871
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.011857e+07 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.011866e+07 nChanged 854
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.011879e+07 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.011887e+07 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 96382 members 
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	Iteration 177Q: 3 clusters Score -2.011902e+07 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.011901e+07 nChanged 765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.011916e+07 nChanged 759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 94092 members 
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	Iteration 180F: 3 clusters Score -2.011927e+07 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 2 contains 93374 members 
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	Iteration 181Q: 3 clusters Score -2.011946e+07 nChanged 707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.01196e+07 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.011968e+07 nChanged 614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 91430 members 
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	Iteration 184Q: 3 clusters Score -2.011975e+07 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 2 contains 90846 members 
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	Iteration 185Q: 3 clusters Score -2.011987e+07 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.011992e+07 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 89699 members 
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	Iteration 187Q: 3 clusters Score -2.011996e+07 nChanged 571
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89146 members 
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	Iteration 188Q: 3 clusters Score -2.011999e+07 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.012009e+07 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 88025 members 
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	Iteration 190Q: 3 clusters Score -2.012018e+07 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.012031e+07 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 86946 members 
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	Iteration 192Q: 3 clusters Score -2.012043e+07 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.012043e+07 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 85842 members 
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	Iteration 194Q: 3 clusters Score -2.012059e+07 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107619 members 
Mstep: Class 2 contains 85298 members 
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	Iteration 195Q: 3 clusters Score -2.012072e+07 nChanged 616
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.012084e+07 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 84050 members 
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	Iteration 197Q: 3 clusters Score -2.012095e+07 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 2 contains 83393 members 
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	Iteration 198Q: 3 clusters Score -2.012107e+07 nChanged 675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110181 members 
Mstep: Class 2 contains 82736 members 
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	Iteration 199Q: 3 clusters Score -2.012112e+07 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 2 contains 82113 members 
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	Iteration 200F: 3 clusters Score -2.012128e+07 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.01215e+07 nChanged 653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2.012168e+07 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112715 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.012176e+07 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.012188e+07 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.012198e+07 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.012206e+07 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2.012212e+07 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2.012216e+07 nChanged 482
Entering Unmasked Mstep 
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Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2.012215e+07 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.012214e+07 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.012215e+07 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2.012217e+07 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.012216e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 2 contains 75000 members 
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	Iteration 214Q: 3 clusters Score -2.012217e+07 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.012215e+07 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74547 members 
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	Iteration 216Q: 3 clusters Score -2.012215e+07 nChanged 178
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Mstep: Class 2 contains 74369 members 
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	Iteration 217Q: 3 clusters Score -2.012215e+07 nChanged 181
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Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2.012213e+07 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74031 members 
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	Iteration 219Q: 3 clusters Score -2.012219e+07 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73888 members 
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	Iteration 220F: 3 clusters Score -2.012217e+07 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73748 members 
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	Iteration 221Q: 3 clusters Score -2.012218e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73632 members 
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	Iteration 222Q: 3 clusters Score -2.012217e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2.01222e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2.012219e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2.012215e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.012213e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.012212e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73207 members 
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	Iteration 228Q: 3 clusters Score -2.012213e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2.012211e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2.012212e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2.012211e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73088 members 
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	Iteration 232Q: 3 clusters Score -2.012213e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 73071 members 
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	Iteration 233Q: 3 clusters Score -2.012213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119859 members 
Mstep: Class 2 contains 73058 members 
Entering Unmasked Estep 
Score: -20122118.000000 Penalty: 3955.254883
	Iteration 234Q: 3 clusters Score -2.012212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -20122112.000000 Penalty: 3955.254883
	Iteration 235Q: 3 clusters Score -2.012211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -20122112.000000 Penalty: 3955.254883
	Iteration 236Q: 3 clusters Score -2.012211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119887 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -20122118.000000 Penalty: 3955.254883
	Iteration 237Q: 3 clusters Score -2.012212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119899 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -20122118.000000 Penalty: 3955.254883
	Iteration 238Q: 3 clusters Score -2.012212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -20122120.000000 Penalty: 3955.254883
	Iteration 239Q: 3 clusters Score -2.012212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -20122106.000000 Penalty: 3955.254883
	Iteration 240F: 3 clusters Score -2.012211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119928 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -20122104.000000 Penalty: 3955.254883
	Iteration 241Q: 3 clusters Score -2.01221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -20122100.000000 Penalty: 3955.254883
	Iteration 242Q: 3 clusters Score -2.01221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -20122102.000000 Penalty: 3955.254883
	Iteration 243Q: 3 clusters Score -2.01221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -20122086.000000 Penalty: 3955.254883
	Iteration 244Q: 3 clusters Score -2.012209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119962 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -20122094.000000 Penalty: 3955.254883
	Iteration 245Q: 3 clusters Score -2.012209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -20122090.000000 Penalty: 3955.254883
	Iteration 246Q: 3 clusters Score -2.012209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -20122090.000000 Penalty: 3955.254883
	Iteration 247Q: 3 clusters Score -2.012209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -20122090.000000 Penalty: 3955.254883
	Iteration 248F: 3 clusters Score -2.012209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 119968 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 1134 members 
Mstep: Class 40 contains 72949 members 
Entering Unmasked Estep 
Score: -153970896.000000 Penalty: 92587.257812
Splitting cluster 21 changes total score from -153948944.000000 to -153970896.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (11821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Entering Unmasked Estep 
Score: -1201919.250000 Penalty: 1523.865356
	Iteration 0F: 2 clusters Score -1201919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1193564.875000 Penalty: 3047.730713
	Iteration 0F: 3 clusters Score -1193565 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1196398.625000 Penalty: 3047.730713
	Iteration 1F: 3 clusters Score -1196399 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1196800.250000 Penalty: 3047.730713
	Iteration 2F: 3 clusters Score -1196800 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1197142.500000 Penalty: 3047.730713
	Iteration 3F: 3 clusters Score -1197142 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1197439.000000 Penalty: 3047.730713
	Iteration 4F: 3 clusters Score -1197439 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1197720.500000 Penalty: 3047.730713
	Iteration 5Q: 3 clusters Score -1197720 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1197975.000000 Penalty: 3047.730713
	Iteration 6Q: 3 clusters Score -1197975 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1198209.250000 Penalty: 3047.730713
	Iteration 7Q: 3 clusters Score -1198209 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1198418.250000 Penalty: 3047.730713
	Iteration 8Q: 3 clusters Score -1198418 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1198607.000000 Penalty: 3047.730713
	Iteration 9Q: 3 clusters Score -1198607 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1198833.875000 Penalty: 3047.730713
	Iteration 10Q: 3 clusters Score -1198834 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1199038.875000 Penalty: 3047.730713
	Iteration 11Q: 3 clusters Score -1199039 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1199244.125000 Penalty: 3047.730713
	Iteration 12Q: 3 clusters Score -1199244 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1199458.625000 Penalty: 3047.730713
	Iteration 13Q: 3 clusters Score -1199459 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1199669.125000 Penalty: 3047.730713
	Iteration 14Q: 3 clusters Score -1199669 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1199844.375000 Penalty: 3047.730713
	Iteration 15Q: 3 clusters Score -1199844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1200002.125000 Penalty: 3047.730713
	Iteration 16Q: 3 clusters Score -1200002 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1200136.375000 Penalty: 3047.730713
	Iteration 17Q: 3 clusters Score -1200136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1200242.625000 Penalty: 3047.730713
	Iteration 18Q: 3 clusters Score -1200243 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1200332.750000 Penalty: 3047.730713
	Iteration 19Q: 3 clusters Score -1200333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1200384.500000 Penalty: 3047.730713
	Iteration 20F: 3 clusters Score -1200384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1200429.750000 Penalty: 3047.730713
	Iteration 21Q: 3 clusters Score -1200430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1200451.375000 Penalty: 3047.730713
	Iteration 22Q: 3 clusters Score -1200451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1200480.125000 Penalty: 3047.730713
	Iteration 23Q: 3 clusters Score -1200480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1200505.375000 Penalty: 3047.730713
	Iteration 24Q: 3 clusters Score -1200505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1200522.750000 Penalty: 3047.730713
	Iteration 25Q: 3 clusters Score -1200523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1200538.375000 Penalty: 3047.730713
	Iteration 26Q: 3 clusters Score -1200538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1200552.250000 Penalty: 3047.730713
	Iteration 27Q: 3 clusters Score -1200552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1200559.500000 Penalty: 3047.730713
	Iteration 28Q: 3 clusters Score -1200560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1200567.875000 Penalty: 3047.730713
	Iteration 29Q: 3 clusters Score -1200568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1200573.125000 Penalty: 3047.730713
	Iteration 30Q: 3 clusters Score -1200573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1200580.875000 Penalty: 3047.730713
	Iteration 31Q: 3 clusters Score -1200581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1200588.000000 Penalty: 3047.730713
	Iteration 32Q: 3 clusters Score -1200588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1200594.500000 Penalty: 3047.730713
	Iteration 33Q: 3 clusters Score -1200594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1200605.625000 Penalty: 3047.730713
	Iteration 34Q: 3 clusters Score -1200606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1200618.250000 Penalty: 3047.730713
	Iteration 35Q: 3 clusters Score -1200618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1200623.875000 Penalty: 3047.730713
	Iteration 36Q: 3 clusters Score -1200624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1200630.750000 Penalty: 3047.730713
	Iteration 37Q: 3 clusters Score -1200631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1200634.750000 Penalty: 3047.730713
	Iteration 38Q: 3 clusters Score -1200635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1200638.750000 Penalty: 3047.730713
	Iteration 39Q: 3 clusters Score -1200639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1200640.875000 Penalty: 3047.730713
	Iteration 40F: 3 clusters Score -1200641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1200645.250000 Penalty: 3047.730713
	Iteration 41Q: 3 clusters Score -1200645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1200648.000000 Penalty: 3047.730713
	Iteration 42Q: 3 clusters Score -1200648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1200652.625000 Penalty: 3047.730713
	Iteration 43Q: 3 clusters Score -1200653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1200657.750000 Penalty: 3047.730713
	Iteration 44Q: 3 clusters Score -1200658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1200659.250000 Penalty: 3047.730713
	Iteration 45Q: 3 clusters Score -1200659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1200662.875000 Penalty: 3047.730713
	Iteration 46Q: 3 clusters Score -1200663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1200662.875000 Penalty: 3047.730713
	Iteration 47F: 3 clusters Score -1200663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Entering Unmasked Estep 
Score: -966297.000000 Penalty: 1499.866455
	Iteration 0F: 2 clusters Score -966297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -959056.625000 Penalty: 2999.732910
	Iteration 0F: 3 clusters Score -959056.6 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -962444.562500 Penalty: 2999.732910
	Iteration 1F: 3 clusters Score -962444.6 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -964435.312500 Penalty: 2999.732910
	Iteration 2F: 3 clusters Score -964435.3 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -966805.500000 Penalty: 2999.732910
	Iteration 3F: 3 clusters Score -966805.5 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -968239.562500 Penalty: 2999.732910
	Iteration 4F: 3 clusters Score -968239.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -968923.375000 Penalty: 2999.732910
	Iteration 5F: 3 clusters Score -968923.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -969378.000000 Penalty: 2999.732910
	Iteration 6Q: 3 clusters Score -969378 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -969613.500000 Penalty: 2999.732910
	Iteration 7Q: 3 clusters Score -969613.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -969727.500000 Penalty: 2999.732910
	Iteration 8Q: 3 clusters Score -969727.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -969772.562500 Penalty: 2999.732910
	Iteration 9Q: 3 clusters Score -969772.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -969793.750000 Penalty: 2999.732910
	Iteration 10Q: 3 clusters Score -969793.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -969808.062500 Penalty: 2999.732910
	Iteration 11Q: 3 clusters Score -969808.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -969817.250000 Penalty: 2999.732910
	Iteration 12Q: 3 clusters Score -969817.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -969819.437500 Penalty: 2999.732910
	Iteration 13Q: 3 clusters Score -969819.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -969825.187500 Penalty: 2999.732910
	Iteration 14Q: 3 clusters Score -969825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -969826.687500 Penalty: 2999.732910
	Iteration 15Q: 3 clusters Score -969826.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -969826.937500 Penalty: 2999.732910
	Iteration 16Q: 3 clusters Score -969826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -969829.437500 Penalty: 2999.732910
	Iteration 17Q: 3 clusters Score -969829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -969829.812500 Penalty: 2999.732910
	Iteration 18Q: 3 clusters Score -969829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -969830.687500 Penalty: 2999.732910
	Iteration 19Q: 3 clusters Score -969830.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -969831.187500 Penalty: 2999.732910
	Iteration 20F: 3 clusters Score -969831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -969832.500000 Penalty: 2999.732910
	Iteration 21Q: 3 clusters Score -969832.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -969835.375000 Penalty: 2999.732910
	Iteration 22Q: 3 clusters Score -969835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -969837.687500 Penalty: 2999.732910
	Iteration 23Q: 3 clusters Score -969837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -969838.062500 Penalty: 2999.732910
	Iteration 24Q: 3 clusters Score -969838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -969838.062500 Penalty: 2999.732910
	Iteration 25F: 3 clusters Score -969838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 119968 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 1134 members 
Mstep: Class 40 contains 72949 members 
Mstep: Class 41 contains 5504 members 
Entering Unmasked Estep 
Score: -153970160.000000 Penalty: 94901.937500
Splitting cluster 23 changes total score from -153948944.000000 to -153970160.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 24 (32918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Entering Unmasked Estep 
Score: -3394422.750000 Penalty: 1690.288452
	Iteration 0F: 2 clusters Score -3394423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3372260.250000 Penalty: 3380.576904
	Iteration 0F: 3 clusters Score -3372260 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3381038.750000 Penalty: 3380.576904
	Iteration 1F: 3 clusters Score -3381039 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3381833.000000 Penalty: 3380.576904
	Iteration 2F: 3 clusters Score -3381833 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3382780.500000 Penalty: 3380.576904
	Iteration 3F: 3 clusters Score -3382780 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3383845.250000 Penalty: 3380.576904
	Iteration 4F: 3 clusters Score -3383845 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3384763.750000 Penalty: 3380.576904
	Iteration 5F: 3 clusters Score -3384764 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3385504.000000 Penalty: 3380.576904
	Iteration 6F: 3 clusters Score -3385504 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3386194.750000 Penalty: 3380.576904
	Iteration 7Q: 3 clusters Score -3386195 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3386810.250000 Penalty: 3380.576904
	Iteration 8Q: 3 clusters Score -3386810 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3387411.000000 Penalty: 3380.576904
	Iteration 9Q: 3 clusters Score -3387411 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3388082.500000 Penalty: 3380.576904
	Iteration 10Q: 3 clusters Score -3388082 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3388800.500000 Penalty: 3380.576904
	Iteration 11Q: 3 clusters Score -3388800 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3389568.000000 Penalty: 3380.576904
	Iteration 12Q: 3 clusters Score -3389568 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3390336.250000 Penalty: 3380.576904
	Iteration 13Q: 3 clusters Score -3390336 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3391059.250000 Penalty: 3380.576904
	Iteration 14Q: 3 clusters Score -3391059 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3391603.750000 Penalty: 3380.576904
	Iteration 15Q: 3 clusters Score -3391604 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3392028.750000 Penalty: 3380.576904
	Iteration 16Q: 3 clusters Score -3392029 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3392282.500000 Penalty: 3380.576904
	Iteration 17Q: 3 clusters Score -3392282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3392509.250000 Penalty: 3380.576904
	Iteration 18Q: 3 clusters Score -3392509 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3392674.500000 Penalty: 3380.576904
	Iteration 19Q: 3 clusters Score -3392674 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3392824.750000 Penalty: 3380.576904
	Iteration 20F: 3 clusters Score -3392825 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3392944.000000 Penalty: 3380.576904
	Iteration 21Q: 3 clusters Score -3392944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3393035.250000 Penalty: 3380.576904
	Iteration 22Q: 3 clusters Score -3393035 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3393101.000000 Penalty: 3380.576904
	Iteration 23Q: 3 clusters Score -3393101 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3393141.750000 Penalty: 3380.576904
	Iteration 24Q: 3 clusters Score -3393142 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3393180.750000 Penalty: 3380.576904
	Iteration 25Q: 3 clusters Score -3393181 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3393214.750000 Penalty: 3380.576904
	Iteration 26Q: 3 clusters Score -3393215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3393241.750000 Penalty: 3380.576904
	Iteration 27Q: 3 clusters Score -3393242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3393273.000000 Penalty: 3380.576904
	Iteration 28Q: 3 clusters Score -3393273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3393317.750000 Penalty: 3380.576904
	Iteration 29Q: 3 clusters Score -3393318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3393352.750000 Penalty: 3380.576904
	Iteration 30Q: 3 clusters Score -3393353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3393401.500000 Penalty: 3380.576904
	Iteration 31Q: 3 clusters Score -3393402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3393434.750000 Penalty: 3380.576904
	Iteration 32Q: 3 clusters Score -3393435 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3393485.000000 Penalty: 3380.576904
	Iteration 33Q: 3 clusters Score -3393485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3393538.250000 Penalty: 3380.576904
	Iteration 34Q: 3 clusters Score -3393538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3393588.000000 Penalty: 3380.576904
	Iteration 35Q: 3 clusters Score -3393588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3393673.500000 Penalty: 3380.576904
	Iteration 36Q: 3 clusters Score -3393674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3393744.000000 Penalty: 3380.576904
	Iteration 37Q: 3 clusters Score -3393744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3393817.500000 Penalty: 3380.576904
	Iteration 38Q: 3 clusters Score -3393818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3393859.500000 Penalty: 3380.576904
	Iteration 39Q: 3 clusters Score -3393860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3393930.000000 Penalty: 3380.576904
	Iteration 40F: 3 clusters Score -3393930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3393962.000000 Penalty: 3380.576904
	Iteration 41Q: 3 clusters Score -3393962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3393992.750000 Penalty: 3380.576904
	Iteration 42Q: 3 clusters Score -3393993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3394011.250000 Penalty: 3380.576904
	Iteration 43Q: 3 clusters Score -3394011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3394013.250000 Penalty: 3380.576904
	Iteration 44Q: 3 clusters Score -3394013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3394005.750000 Penalty: 3380.576904
	Iteration 45Q: 3 clusters Score -3394006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3394029.500000 Penalty: 3380.576904
	Iteration 46Q: 3 clusters Score -3394030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3394037.500000 Penalty: 3380.576904
	Iteration 47Q: 3 clusters Score -3394038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3394048.500000 Penalty: 3380.576904
	Iteration 48Q: 3 clusters Score -3394048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3394045.000000 Penalty: 3380.576904
	Iteration 49Q: 3 clusters Score -3394045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3394053.000000 Penalty: 3380.576904
	Iteration 50Q: 3 clusters Score -3394053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3394053.500000 Penalty: 3380.576904
	Iteration 51Q: 3 clusters Score -3394054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3394054.500000 Penalty: 3380.576904
	Iteration 52Q: 3 clusters Score -3394054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3394055.250000 Penalty: 3380.576904
	Iteration 53Q: 3 clusters Score -3394055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3394059.500000 Penalty: 3380.576904
	Iteration 54Q: 3 clusters Score -3394060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3394055.500000 Penalty: 3380.576904
	Iteration 55Q: 3 clusters Score -3394056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3394050.500000 Penalty: 3380.576904
	Iteration 56Q: 3 clusters Score -3394050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3394052.750000 Penalty: 3380.576904
	Iteration 57Q: 3 clusters Score -3394053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3394052.750000 Penalty: 3380.576904
	Iteration 58F: 3 clusters Score -3394053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Entering Unmasked Estep 
Score: -1372040.375000 Penalty: 1547.242920
	Iteration 0F: 2 clusters Score -1372040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1362540.875000 Penalty: 3094.485840
	Iteration 0F: 3 clusters Score -1362541 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1365948.625000 Penalty: 3094.485840
	Iteration 1F: 3 clusters Score -1365949 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1366336.250000 Penalty: 3094.485840
	Iteration 2F: 3 clusters Score -1366336 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1366642.875000 Penalty: 3094.485840
	Iteration 3F: 3 clusters Score -1366643 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1366885.500000 Penalty: 3094.485840
	Iteration 4Q: 3 clusters Score -1366886 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1367099.875000 Penalty: 3094.485840
	Iteration 5Q: 3 clusters Score -1367100 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1367309.875000 Penalty: 3094.485840
	Iteration 6Q: 3 clusters Score -1367310 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1367515.375000 Penalty: 3094.485840
	Iteration 7Q: 3 clusters Score -1367515 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1367711.250000 Penalty: 3094.485840
	Iteration 8Q: 3 clusters Score -1367711 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1367933.375000 Penalty: 3094.485840
	Iteration 9Q: 3 clusters Score -1367933 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1368188.875000 Penalty: 3094.485840
	Iteration 10Q: 3 clusters Score -1368189 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1368534.750000 Penalty: 3094.485840
	Iteration 11Q: 3 clusters Score -1368535 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1368939.250000 Penalty: 3094.485840
	Iteration 12Q: 3 clusters Score -1368939 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1369361.250000 Penalty: 3094.485840
	Iteration 13Q: 3 clusters Score -1369361 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1369770.125000 Penalty: 3094.485840
	Iteration 14Q: 3 clusters Score -1369770 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1370194.250000 Penalty: 3094.485840
	Iteration 15Q: 3 clusters Score -1370194 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1370589.250000 Penalty: 3094.485840
	Iteration 16Q: 3 clusters Score -1370589 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1370898.625000 Penalty: 3094.485840
	Iteration 17Q: 3 clusters Score -1370899 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1371126.375000 Penalty: 3094.485840
	Iteration 18Q: 3 clusters Score -1371126 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1371289.875000 Penalty: 3094.485840
	Iteration 19Q: 3 clusters Score -1371290 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1371392.750000 Penalty: 3094.485840
	Iteration 20F: 3 clusters Score -1371393 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1371451.250000 Penalty: 3094.485840
	Iteration 21Q: 3 clusters Score -1371451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1371486.000000 Penalty: 3094.485840
	Iteration 22Q: 3 clusters Score -1371486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1371501.500000 Penalty: 3094.485840
	Iteration 23Q: 3 clusters Score -1371502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1371516.000000 Penalty: 3094.485840
	Iteration 24Q: 3 clusters Score -1371516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1371523.375000 Penalty: 3094.485840
	Iteration 25Q: 3 clusters Score -1371523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1371523.125000 Penalty: 3094.485840
	Iteration 26Q: 3 clusters Score -1371523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1371525.875000 Penalty: 3094.485840
	Iteration 27Q: 3 clusters Score -1371526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1371528.750000 Penalty: 3094.485840
	Iteration 28Q: 3 clusters Score -1371529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1371529.500000 Penalty: 3094.485840
	Iteration 29Q: 3 clusters Score -1371530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1371530.625000 Penalty: 3094.485840
	Iteration 30Q: 3 clusters Score -1371531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1371529.375000 Penalty: 3094.485840
	Iteration 31Q: 3 clusters Score -1371529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1371530.750000 Penalty: 3094.485840
	Iteration 32Q: 3 clusters Score -1371531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1371529.250000 Penalty: 3094.485840
	Iteration 33Q: 3 clusters Score -1371529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1371529.250000 Penalty: 3094.485840
	Iteration 34F: 3 clusters Score -1371529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -386180.750000 Penalty: 1351.319336
	Iteration 0F: 2 clusters Score -386180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -382767.125000 Penalty: 2702.638672
	Iteration 0F: 3 clusters Score -382767.1 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -384003.500000 Penalty: 2702.638672
	Iteration 1F: 3 clusters Score -384003.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -384540.250000 Penalty: 2702.638672
	Iteration 2F: 3 clusters Score -384540.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -385068.593750 Penalty: 2702.638672
	Iteration 3F: 3 clusters Score -385068.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -385499.000000 Penalty: 2702.638672
	Iteration 4F: 3 clusters Score -385499 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -385771.093750 Penalty: 2702.638672
	Iteration 5F: 3 clusters Score -385771.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -385897.812500 Penalty: 2702.638672
	Iteration 6Q: 3 clusters Score -385897.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -385956.812500 Penalty: 2702.638672
	Iteration 7Q: 3 clusters Score -385956.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -385991.062500 Penalty: 2702.638672
	Iteration 8Q: 3 clusters Score -385991.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -386008.687500 Penalty: 2702.638672
	Iteration 9Q: 3 clusters Score -386008.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -386020.500000 Penalty: 2702.638672
	Iteration 10Q: 3 clusters Score -386020.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -386032.375000 Penalty: 2702.638672
	Iteration 11Q: 3 clusters Score -386032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -386047.625000 Penalty: 2702.638672
	Iteration 12Q: 3 clusters Score -386047.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -386063.375000 Penalty: 2702.638672
	Iteration 13Q: 3 clusters Score -386063.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -386074.781250 Penalty: 2702.638672
	Iteration 14Q: 3 clusters Score -386074.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -386086.562500 Penalty: 2702.638672
	Iteration 15Q: 3 clusters Score -386086.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -386095.875000 Penalty: 2702.638672
	Iteration 16Q: 3 clusters Score -386095.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -386107.062500 Penalty: 2702.638672
	Iteration 17Q: 3 clusters Score -386107.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -386121.937500 Penalty: 2702.638672
	Iteration 18Q: 3 clusters Score -386121.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -386137.656250 Penalty: 2702.638672
	Iteration 19Q: 3 clusters Score -386137.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -386151.468750 Penalty: 2702.638672
	Iteration 20F: 3 clusters Score -386151.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -386168.093750 Penalty: 2702.638672
	Iteration 21Q: 3 clusters Score -386168.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -386182.750000 Penalty: 2702.638672
	Iteration 22Q: 3 clusters Score -386182.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -386196.656250 Penalty: 2702.638672
	Iteration 23Q: 3 clusters Score -386196.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -386207.875000 Penalty: 2702.638672
	Iteration 24Q: 3 clusters Score -386207.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -386218.750000 Penalty: 2702.638672
	Iteration 25Q: 3 clusters Score -386218.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -386235.906250 Penalty: 2702.638672
	Iteration 26Q: 3 clusters Score -386235.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -386254.125000 Penalty: 2702.638672
	Iteration 27Q: 3 clusters Score -386254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -386268.968750 Penalty: 2702.638672
	Iteration 28Q: 3 clusters Score -386269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -386291.000000 Penalty: 2702.638672
	Iteration 29Q: 3 clusters Score -386291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -386312.781250 Penalty: 2702.638672
	Iteration 30Q: 3 clusters Score -386312.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -386325.437500 Penalty: 2702.638672
	Iteration 31Q: 3 clusters Score -386325.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -386339.281250 Penalty: 2702.638672
	Iteration 32Q: 3 clusters Score -386339.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -386356.531250 Penalty: 2702.638672
	Iteration 33Q: 3 clusters Score -386356.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -386373.125000 Penalty: 2702.638672
	Iteration 34Q: 3 clusters Score -386373.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -386388.125000 Penalty: 2702.638672
	Iteration 35Q: 3 clusters Score -386388.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -386395.875000 Penalty: 2702.638672
	Iteration 36Q: 3 clusters Score -386395.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -386402.687500 Penalty: 2702.638672
	Iteration 37Q: 3 clusters Score -386402.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -386408.750000 Penalty: 2702.638672
	Iteration 38Q: 3 clusters Score -386408.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -386413.406250 Penalty: 2702.638672
	Iteration 39Q: 3 clusters Score -386413.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -386419.093750 Penalty: 2702.638672
	Iteration 40F: 3 clusters Score -386419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -386421.187500 Penalty: 2702.638672
	Iteration 41Q: 3 clusters Score -386421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -386424.812500 Penalty: 2702.638672
	Iteration 42Q: 3 clusters Score -386424.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -386427.875000 Penalty: 2702.638672
	Iteration 43Q: 3 clusters Score -386427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -386430.093750 Penalty: 2702.638672
	Iteration 44Q: 3 clusters Score -386430.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -386432.750000 Penalty: 2702.638672
	Iteration 45Q: 3 clusters Score -386432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -386434.968750 Penalty: 2702.638672
	Iteration 46Q: 3 clusters Score -386435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -386436.406250 Penalty: 2702.638672
	Iteration 47Q: 3 clusters Score -386436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -386437.937500 Penalty: 2702.638672
	Iteration 48Q: 3 clusters Score -386437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -386439.937500 Penalty: 2702.638672
	Iteration 49Q: 3 clusters Score -386439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -386440.218750 Penalty: 2702.638672
	Iteration 50Q: 3 clusters Score -386440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -386440.125000 Penalty: 2702.638672
	Iteration 51Q: 3 clusters Score -386440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -386440.218750 Penalty: 2702.638672
	Iteration 52Q: 3 clusters Score -386440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -386440.125000 Penalty: 2702.638672
	Iteration 53Q: 3 clusters Score -386440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -386441.656250 Penalty: 2702.638672
	Iteration 54Q: 3 clusters Score -386441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -386442.750000 Penalty: 2702.638672
	Iteration 55Q: 3 clusters Score -386442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -386444.843750 Penalty: 2702.638672
	Iteration 56Q: 3 clusters Score -386444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -386445.718750 Penalty: 2702.638672
	Iteration 57Q: 3 clusters Score -386445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -386445.812500 Penalty: 2702.638672
	Iteration 58Q: 3 clusters Score -386445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -386446.968750 Penalty: 2702.638672
	Iteration 59Q: 3 clusters Score -386447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -386448.687500 Penalty: 2702.638672
	Iteration 60F: 3 clusters Score -386448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -386450.343750 Penalty: 2702.638672
	Iteration 61Q: 3 clusters Score -386450.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -386452.375000 Penalty: 2702.638672
	Iteration 62Q: 3 clusters Score -386452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -386452.593750 Penalty: 2702.638672
	Iteration 63Q: 3 clusters Score -386452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -386454.531250 Penalty: 2702.638672
	Iteration 64Q: 3 clusters Score -386454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -386455.250000 Penalty: 2702.638672
	Iteration 65Q: 3 clusters Score -386455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -386454.593750 Penalty: 2702.638672
	Iteration 66Q: 3 clusters Score -386454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -386455.437500 Penalty: 2702.638672
	Iteration 67Q: 3 clusters Score -386455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -386456.500000 Penalty: 2702.638672
	Iteration 68Q: 3 clusters Score -386456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -386455.250000 Penalty: 2702.638672
	Iteration 69Q: 3 clusters Score -386455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -386456.718750 Penalty: 2702.638672
	Iteration 70Q: 3 clusters Score -386456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -386458.031250 Penalty: 2702.638672
	Iteration 71Q: 3 clusters Score -386458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -386457.843750 Penalty: 2702.638672
	Iteration 72Q: 3 clusters Score -386457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -386458.468750 Penalty: 2702.638672
	Iteration 73Q: 3 clusters Score -386458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -386460.687500 Penalty: 2702.638672
	Iteration 74Q: 3 clusters Score -386460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -386461.625000 Penalty: 2702.638672
	Iteration 75Q: 3 clusters Score -386461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -386462.593750 Penalty: 2702.638672
	Iteration 76Q: 3 clusters Score -386462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -386464.250000 Penalty: 2702.638672
	Iteration 77Q: 3 clusters Score -386464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -386464.937500 Penalty: 2702.638672
	Iteration 78Q: 3 clusters Score -386464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -386464.625000 Penalty: 2702.638672
	Iteration 79Q: 3 clusters Score -386464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -386464.625000 Penalty: 2702.638672
	Iteration 80F: 3 clusters Score -386464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 119968 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 4340 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 1134 members 
Mstep: Class 40 contains 72949 members 
Mstep: Class 41 contains 5504 members 
Mstep: Class 42 contains 2014 members 
Entering Unmasked Estep 
Score: -153969344.000000 Penalty: 97216.617188
Splitting cluster 26 changes total score from -153948944.000000 to -153969344.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 27 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -741816.375000 Penalty: 1452.660645
	Iteration 0F: 2 clusters Score -741816.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -736288.750000 Penalty: 2905.321289
	Iteration 0F: 3 clusters Score -736288.8 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -738757.000000 Penalty: 2905.321289
	Iteration 1F: 3 clusters Score -738757 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -739802.500000 Penalty: 2905.321289
	Iteration 2F: 3 clusters Score -739802.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -740530.250000 Penalty: 2905.321289
	Iteration 3F: 3 clusters Score -740530.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -740959.875000 Penalty: 2905.321289
	Iteration 4F: 3 clusters Score -740959.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -741185.000000 Penalty: 2905.321289
	Iteration 5Q: 3 clusters Score -741185 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -741297.937500 Penalty: 2905.321289
	Iteration 6Q: 3 clusters Score -741297.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -741352.812500 Penalty: 2905.321289
	Iteration 7Q: 3 clusters Score -741352.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -741397.312500 Penalty: 2905.321289
	Iteration 8Q: 3 clusters Score -741397.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -741429.500000 Penalty: 2905.321289
	Iteration 9Q: 3 clusters Score -741429.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -741450.500000 Penalty: 2905.321289
	Iteration 10Q: 3 clusters Score -741450.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -741470.125000 Penalty: 2905.321289
	Iteration 11Q: 3 clusters Score -741470.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -741484.562500 Penalty: 2905.321289
	Iteration 12Q: 3 clusters Score -741484.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -741492.625000 Penalty: 2905.321289
	Iteration 13Q: 3 clusters Score -741492.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -741506.687500 Penalty: 2905.321289
	Iteration 14Q: 3 clusters Score -741506.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -741514.375000 Penalty: 2905.321289
	Iteration 15Q: 3 clusters Score -741514.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -741521.187500 Penalty: 2905.321289
	Iteration 16Q: 3 clusters Score -741521.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -741526.562500 Penalty: 2905.321289
	Iteration 17Q: 3 clusters Score -741526.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -741529.312500 Penalty: 2905.321289
	Iteration 18Q: 3 clusters Score -741529.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -741535.937500 Penalty: 2905.321289
	Iteration 19Q: 3 clusters Score -741535.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -741544.812500 Penalty: 2905.321289
	Iteration 20F: 3 clusters Score -741544.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -741554.875000 Penalty: 2905.321289
	Iteration 21Q: 3 clusters Score -741554.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -741566.312500 Penalty: 2905.321289
	Iteration 22Q: 3 clusters Score -741566.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -741575.437500 Penalty: 2905.321289
	Iteration 23Q: 3 clusters Score -741575.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -741585.500000 Penalty: 2905.321289
	Iteration 24Q: 3 clusters Score -741585.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -741592.812500 Penalty: 2905.321289
	Iteration 25Q: 3 clusters Score -741592.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -741599.187500 Penalty: 2905.321289
	Iteration 26Q: 3 clusters Score -741599.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -741602.375000 Penalty: 2905.321289
	Iteration 27Q: 3 clusters Score -741602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -741609.125000 Penalty: 2905.321289
	Iteration 28Q: 3 clusters Score -741609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -741610.312500 Penalty: 2905.321289
	Iteration 29Q: 3 clusters Score -741610.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -741616.062500 Penalty: 2905.321289
	Iteration 30Q: 3 clusters Score -741616.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -741619.562500 Penalty: 2905.321289
	Iteration 31Q: 3 clusters Score -741619.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -741624.000000 Penalty: 2905.321289
	Iteration 32Q: 3 clusters Score -741624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -741629.062500 Penalty: 2905.321289
	Iteration 33Q: 3 clusters Score -741629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -741636.000000 Penalty: 2905.321289
	Iteration 34Q: 3 clusters Score -741636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -741640.687500 Penalty: 2905.321289
	Iteration 35Q: 3 clusters Score -741640.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -741642.687500 Penalty: 2905.321289
	Iteration 36Q: 3 clusters Score -741642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -741645.375000 Penalty: 2905.321289
	Iteration 37Q: 3 clusters Score -741645.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -741648.437500 Penalty: 2905.321289
	Iteration 38Q: 3 clusters Score -741648.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -741651.812500 Penalty: 2905.321289
	Iteration 39Q: 3 clusters Score -741651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -741657.000000 Penalty: 2905.321289
	Iteration 40F: 3 clusters Score -741657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -741660.937500 Penalty: 2905.321289
	Iteration 41Q: 3 clusters Score -741660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -741669.750000 Penalty: 2905.321289
	Iteration 42Q: 3 clusters Score -741669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -741671.625000 Penalty: 2905.321289
	Iteration 43Q: 3 clusters Score -741671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -741676.250000 Penalty: 2905.321289
	Iteration 44Q: 3 clusters Score -741676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -741677.187500 Penalty: 2905.321289
	Iteration 45Q: 3 clusters Score -741677.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -741682.625000 Penalty: 2905.321289
	Iteration 46Q: 3 clusters Score -741682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -741684.375000 Penalty: 2905.321289
	Iteration 47Q: 3 clusters Score -741684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -741687.312500 Penalty: 2905.321289
	Iteration 48Q: 3 clusters Score -741687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -741686.437500 Penalty: 2905.321289
	Iteration 49Q: 3 clusters Score -741686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -741687.125000 Penalty: 2905.321289
	Iteration 50Q: 3 clusters Score -741687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -741689.062500 Penalty: 2905.321289
	Iteration 51Q: 3 clusters Score -741689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -741689.312500 Penalty: 2905.321289
	Iteration 52Q: 3 clusters Score -741689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -741691.750000 Penalty: 2905.321289
	Iteration 53Q: 3 clusters Score -741691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -741692.375000 Penalty: 2905.321289
	Iteration 54Q: 3 clusters Score -741692.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -741692.500000 Penalty: 2905.321289
	Iteration 55Q: 3 clusters Score -741692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -741693.437500 Penalty: 2905.321289
	Iteration 56Q: 3 clusters Score -741693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -741695.125000 Penalty: 2905.321289
	Iteration 57Q: 3 clusters Score -741695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -741695.687500 Penalty: 2905.321289
	Iteration 58Q: 3 clusters Score -741695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -741696.125000 Penalty: 2905.321289
	Iteration 59Q: 3 clusters Score -741696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -741696.125000 Penalty: 2905.321289
	Iteration 60F: 3 clusters Score -741696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Entering Unmasked Estep 
Score: -1752543.500000 Penalty: 1585.580811
	Iteration 0F: 2 clusters Score -1752544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1740770.875000 Penalty: 3171.161621
	Iteration 0F: 3 clusters Score -1740771 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1745305.750000 Penalty: 3171.161621
	Iteration 1F: 3 clusters Score -1745306 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1746139.750000 Penalty: 3171.161621
	Iteration 2F: 3 clusters Score -1746140 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1747126.000000 Penalty: 3171.161621
	Iteration 3F: 3 clusters Score -1747126 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1748166.375000 Penalty: 3171.161621
	Iteration 4F: 3 clusters Score -1748166 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1749066.875000 Penalty: 3171.161621
	Iteration 5F: 3 clusters Score -1749067 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1749783.875000 Penalty: 3171.161621
	Iteration 6F: 3 clusters Score -1749784 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1750289.500000 Penalty: 3171.161621
	Iteration 7Q: 3 clusters Score -1750290 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1750636.375000 Penalty: 3171.161621
	Iteration 8Q: 3 clusters Score -1750636 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1750864.000000 Penalty: 3171.161621
	Iteration 9Q: 3 clusters Score -1750864 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1751022.625000 Penalty: 3171.161621
	Iteration 10Q: 3 clusters Score -1751023 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1751153.125000 Penalty: 3171.161621
	Iteration 11Q: 3 clusters Score -1751153 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1751289.375000 Penalty: 3171.161621
	Iteration 12Q: 3 clusters Score -1751289 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1751405.375000 Penalty: 3171.161621
	Iteration 13Q: 3 clusters Score -1751405 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1751495.000000 Penalty: 3171.161621
	Iteration 14Q: 3 clusters Score -1751495 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1751579.625000 Penalty: 3171.161621
	Iteration 15Q: 3 clusters Score -1751580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1751640.875000 Penalty: 3171.161621
	Iteration 16Q: 3 clusters Score -1751641 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1751688.375000 Penalty: 3171.161621
	Iteration 17Q: 3 clusters Score -1751688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1751725.750000 Penalty: 3171.161621
	Iteration 18Q: 3 clusters Score -1751726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1751763.625000 Penalty: 3171.161621
	Iteration 19Q: 3 clusters Score -1751764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1751796.000000 Penalty: 3171.161621
	Iteration 20F: 3 clusters Score -1751796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1751820.375000 Penalty: 3171.161621
	Iteration 21Q: 3 clusters Score -1751820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1751847.750000 Penalty: 3171.161621
	Iteration 22Q: 3 clusters Score -1751848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1751865.125000 Penalty: 3171.161621
	Iteration 23Q: 3 clusters Score -1751865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1751889.000000 Penalty: 3171.161621
	Iteration 24Q: 3 clusters Score -1751889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1751924.500000 Penalty: 3171.161621
	Iteration 25Q: 3 clusters Score -1751924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1751949.375000 Penalty: 3171.161621
	Iteration 26Q: 3 clusters Score -1751949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1751965.875000 Penalty: 3171.161621
	Iteration 27Q: 3 clusters Score -1751966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1751971.625000 Penalty: 3171.161621
	Iteration 28Q: 3 clusters Score -1751972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1751986.750000 Penalty: 3171.161621
	Iteration 29Q: 3 clusters Score -1751987 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1751992.750000 Penalty: 3171.161621
	Iteration 30Q: 3 clusters Score -1751993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1752006.625000 Penalty: 3171.161621
	Iteration 31Q: 3 clusters Score -1752007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1752021.000000 Penalty: 3171.161621
	Iteration 32Q: 3 clusters Score -1752021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1752035.000000 Penalty: 3171.161621
	Iteration 33Q: 3 clusters Score -1752035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1752039.250000 Penalty: 3171.161621
	Iteration 34Q: 3 clusters Score -1752039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1752042.875000 Penalty: 3171.161621
	Iteration 35Q: 3 clusters Score -1752043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1752043.750000 Penalty: 3171.161621
	Iteration 36Q: 3 clusters Score -1752044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1752045.250000 Penalty: 3171.161621
	Iteration 37Q: 3 clusters Score -1752045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1752046.500000 Penalty: 3171.161621
	Iteration 38Q: 3 clusters Score -1752046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1752052.125000 Penalty: 3171.161621
	Iteration 39Q: 3 clusters Score -1752052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1752053.500000 Penalty: 3171.161621
	Iteration 40F: 3 clusters Score -1752054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1752055.875000 Penalty: 3171.161621
	Iteration 41Q: 3 clusters Score -1752056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1752053.125000 Penalty: 3171.161621
	Iteration 42Q: 3 clusters Score -1752053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1752053.875000 Penalty: 3171.161621
	Iteration 43Q: 3 clusters Score -1752054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1752053.750000 Penalty: 3171.161621
	Iteration 44Q: 3 clusters Score -1752054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1752053.750000 Penalty: 3171.161621
	Iteration 45F: 3 clusters Score -1752054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -397786.250000 Penalty: 1361.039795
	Iteration 0F: 2 clusters Score -397786.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -394238.250000 Penalty: 2722.079590
	Iteration 0F: 3 clusters Score -394238.2 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -395414.250000 Penalty: 2722.079590
	Iteration 1F: 3 clusters Score -395414.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -395954.468750 Penalty: 2722.079590
	Iteration 2F: 3 clusters Score -395954.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -396507.000000 Penalty: 2722.079590
	Iteration 3F: 3 clusters Score -396507 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -397091.406250 Penalty: 2722.079590
	Iteration 4F: 3 clusters Score -397091.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -397475.156250 Penalty: 2722.079590
	Iteration 5F: 3 clusters Score -397475.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -397682.093750 Penalty: 2722.079590
	Iteration 6F: 3 clusters Score -397682.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -397765.281250 Penalty: 2722.079590
	Iteration 7Q: 3 clusters Score -397765.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -397819.656250 Penalty: 2722.079590
	Iteration 8Q: 3 clusters Score -397819.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -397854.968750 Penalty: 2722.079590
	Iteration 9Q: 3 clusters Score -397855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -397879.562500 Penalty: 2722.079590
	Iteration 10Q: 3 clusters Score -397879.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -397900.062500 Penalty: 2722.079590
	Iteration 11Q: 3 clusters Score -397900.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -397915.750000 Penalty: 2722.079590
	Iteration 12Q: 3 clusters Score -397915.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -397933.125000 Penalty: 2722.079590
	Iteration 13Q: 3 clusters Score -397933.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -397949.375000 Penalty: 2722.079590
	Iteration 14Q: 3 clusters Score -397949.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -397960.343750 Penalty: 2722.079590
	Iteration 15Q: 3 clusters Score -397960.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -397967.937500 Penalty: 2722.079590
	Iteration 16Q: 3 clusters Score -397967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -397973.343750 Penalty: 2722.079590
	Iteration 17Q: 3 clusters Score -397973.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -397980.500000 Penalty: 2722.079590
	Iteration 18Q: 3 clusters Score -397980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -397987.000000 Penalty: 2722.079590
	Iteration 19Q: 3 clusters Score -397987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -397994.656250 Penalty: 2722.079590
	Iteration 20F: 3 clusters Score -397994.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -398005.343750 Penalty: 2722.079590
	Iteration 21Q: 3 clusters Score -398005.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -398014.468750 Penalty: 2722.079590
	Iteration 22Q: 3 clusters Score -398014.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -398021.218750 Penalty: 2722.079590
	Iteration 23Q: 3 clusters Score -398021.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -398029.375000 Penalty: 2722.079590
	Iteration 24Q: 3 clusters Score -398029.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -398036.875000 Penalty: 2722.079590
	Iteration 25Q: 3 clusters Score -398036.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -398043.281250 Penalty: 2722.079590
	Iteration 26Q: 3 clusters Score -398043.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -398048.093750 Penalty: 2722.079590
	Iteration 27Q: 3 clusters Score -398048.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -398051.781250 Penalty: 2722.079590
	Iteration 28Q: 3 clusters Score -398051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -398055.812500 Penalty: 2722.079590
	Iteration 29Q: 3 clusters Score -398055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -398058.906250 Penalty: 2722.079590
	Iteration 30Q: 3 clusters Score -398058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -398061.218750 Penalty: 2722.079590
	Iteration 31Q: 3 clusters Score -398061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -398063.187500 Penalty: 2722.079590
	Iteration 32Q: 3 clusters Score -398063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -398066.062500 Penalty: 2722.079590
	Iteration 33Q: 3 clusters Score -398066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -398067.156250 Penalty: 2722.079590
	Iteration 34Q: 3 clusters Score -398067.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -398071.062500 Penalty: 2722.079590
	Iteration 35Q: 3 clusters Score -398071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -398073.093750 Penalty: 2722.079590
	Iteration 36Q: 3 clusters Score -398073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -398075.437500 Penalty: 2722.079590
	Iteration 37Q: 3 clusters Score -398075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -398077.187500 Penalty: 2722.079590
	Iteration 38Q: 3 clusters Score -398077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -398077.500000 Penalty: 2722.079590
	Iteration 39Q: 3 clusters Score -398077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -398079.718750 Penalty: 2722.079590
	Iteration 40F: 3 clusters Score -398079.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -398082.343750 Penalty: 2722.079590
	Iteration 41Q: 3 clusters Score -398082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -398082.812500 Penalty: 2722.079590
	Iteration 42Q: 3 clusters Score -398082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -398084.218750 Penalty: 2722.079590
	Iteration 43Q: 3 clusters Score -398084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -398084.906250 Penalty: 2722.079590
	Iteration 44Q: 3 clusters Score -398084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -398085.031250 Penalty: 2722.079590
	Iteration 45Q: 3 clusters Score -398085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -398086.281250 Penalty: 2722.079590
	Iteration 46Q: 3 clusters Score -398086.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -398089.000000 Penalty: 2722.079590
	Iteration 47Q: 3 clusters Score -398089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -398089.812500 Penalty: 2722.079590
	Iteration 48Q: 3 clusters Score -398089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -398090.812500 Penalty: 2722.079590
	Iteration 49Q: 3 clusters Score -398090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -398093.500000 Penalty: 2722.079590
	Iteration 50Q: 3 clusters Score -398093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -398095.625000 Penalty: 2722.079590
	Iteration 51Q: 3 clusters Score -398095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -398098.093750 Penalty: 2722.079590
	Iteration 52Q: 3 clusters Score -398098.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -398100.031250 Penalty: 2722.079590
	Iteration 53Q: 3 clusters Score -398100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -398101.500000 Penalty: 2722.079590
	Iteration 54Q: 3 clusters Score -398101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -398101.968750 Penalty: 2722.079590
	Iteration 55Q: 3 clusters Score -398102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -398102.968750 Penalty: 2722.079590
	Iteration 56Q: 3 clusters Score -398103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -398103.812500 Penalty: 2722.079590
	Iteration 57Q: 3 clusters Score -398103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -398103.812500 Penalty: 2722.079590
	Iteration 58F: 3 clusters Score -398103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 119968 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 1871 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 16472 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 1134 members 
Mstep: Class 40 contains 72949 members 
Mstep: Class 41 contains 5504 members 
Mstep: Class 42 contains 2014 members 
Mstep: Class 43 contains 2469 members 
Entering Unmasked Estep 
Score: -153968432.000000 Penalty: 99531.296875
Splitting cluster 29 changes total score from -153948944.000000 to -153968432.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (161278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Entering Unmasked Estep 
Score: -16783686.000000 Penalty: 1948.518799
	Iteration 0F: 2 clusters Score -1.678369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -16679750.000000 Penalty: 3897.037598
	Iteration 0F: 3 clusters Score -1.667975e+07 nChanged 77811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -16725143.000000 Penalty: 3897.037598
	Iteration 1F: 3 clusters Score -1.672514e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -16726489.000000 Penalty: 3897.037598
	Iteration 2Q: 3 clusters Score -1.672649e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -16728350.000000 Penalty: 3897.037598
	Iteration 3Q: 3 clusters Score -1.672835e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -16731076.000000 Penalty: 3897.037598
	Iteration 4Q: 3 clusters Score -1.673108e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -16735373.000000 Penalty: 3897.037598
	Iteration 5Q: 3 clusters Score -1.673537e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -16741498.000000 Penalty: 3897.037598
	Iteration 6F: 3 clusters Score -1.67415e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -16749070.000000 Penalty: 3897.037598
	Iteration 7F: 3 clusters Score -1.674907e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -16756310.000000 Penalty: 3897.037598
	Iteration 8F: 3 clusters Score -1.675631e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124172 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -16762706.000000 Penalty: 3897.037598
	Iteration 9F: 3 clusters Score -1.676271e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129758 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -16767302.000000 Penalty: 3897.037598
	Iteration 10Q: 3 clusters Score -1.67673e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134397 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -16770560.000000 Penalty: 3897.037598
	Iteration 11Q: 3 clusters Score -1.677056e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -16772975.000000 Penalty: 3897.037598
	Iteration 12Q: 3 clusters Score -1.677298e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141888 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -16774929.000000 Penalty: 3897.037598
	Iteration 13Q: 3 clusters Score -1.677493e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -16776582.000000 Penalty: 3897.037598
	Iteration 14Q: 3 clusters Score -1.677658e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -16777680.000000 Penalty: 3897.037598
	Iteration 15Q: 3 clusters Score -1.677768e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -16778770.000000 Penalty: 3897.037598
	Iteration 16Q: 3 clusters Score -1.677877e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -16779658.000000 Penalty: 3897.037598
	Iteration 17Q: 3 clusters Score -1.677966e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -16780272.000000 Penalty: 3897.037598
	Iteration 18Q: 3 clusters Score -1.678027e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -16780784.000000 Penalty: 3897.037598
	Iteration 19Q: 3 clusters Score -1.678078e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -16781166.000000 Penalty: 3897.037598
	Iteration 20F: 3 clusters Score -1.678117e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157301 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -16781378.000000 Penalty: 3897.037598
	Iteration 21Q: 3 clusters Score -1.678138e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157934 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -16781632.000000 Penalty: 3897.037598
	Iteration 22Q: 3 clusters Score -1.678163e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -16781734.000000 Penalty: 3897.037598
	Iteration 23Q: 3 clusters Score -1.678173e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -16781874.000000 Penalty: 3897.037598
	Iteration 24Q: 3 clusters Score -1.678187e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -16782020.000000 Penalty: 3897.037598
	Iteration 25Q: 3 clusters Score -1.678202e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -16782102.000000 Penalty: 3897.037598
	Iteration 26Q: 3 clusters Score -1.67821e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -16782144.000000 Penalty: 3897.037598
	Iteration 27Q: 3 clusters Score -1.678214e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16782166.000000 Penalty: 3897.037598
	Iteration 28Q: 3 clusters Score -1.678217e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -16782218.000000 Penalty: 3897.037598
	Iteration 29Q: 3 clusters Score -1.678222e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159819 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16782222.000000 Penalty: 3897.037598
	Iteration 30Q: 3 clusters Score -1.678222e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16782214.000000 Penalty: 3897.037598
	Iteration 31Q: 3 clusters Score -1.678221e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159941 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16782246.000000 Penalty: 3897.037598
	Iteration 32Q: 3 clusters Score -1.678225e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16782260.000000 Penalty: 3897.037598
	Iteration 33Q: 3 clusters Score -1.678226e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16782274.000000 Penalty: 3897.037598
	Iteration 34Q: 3 clusters Score -1.678227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16782308.000000 Penalty: 3897.037598
	Iteration 35Q: 3 clusters Score -1.678231e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160105 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16782302.000000 Penalty: 3897.037598
	Iteration 36Q: 3 clusters Score -1.67823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16782308.000000 Penalty: 3897.037598
	Iteration 37Q: 3 clusters Score -1.678231e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16782328.000000 Penalty: 3897.037598
	Iteration 38Q: 3 clusters Score -1.678233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160188 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16782336.000000 Penalty: 3897.037598
	Iteration 39Q: 3 clusters Score -1.678234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16782338.000000 Penalty: 3897.037598
	Iteration 40F: 3 clusters Score -1.678234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160220 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16782354.000000 Penalty: 3897.037598
	Iteration 41Q: 3 clusters Score -1.678235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16782356.000000 Penalty: 3897.037598
	Iteration 42Q: 3 clusters Score -1.678236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16782360.000000 Penalty: 3897.037598
	Iteration 43Q: 3 clusters Score -1.678236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16782360.000000 Penalty: 3897.037598
	Iteration 44Q: 3 clusters Score -1.678236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160280 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16782358.000000 Penalty: 3897.037598
	Iteration 45Q: 3 clusters Score -1.678236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -16782350.000000 Penalty: 3897.037598
	Iteration 46Q: 3 clusters Score -1.678235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160298 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16782366.000000 Penalty: 3897.037598
	Iteration 47Q: 3 clusters Score -1.678237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16782360.000000 Penalty: 3897.037598
	Iteration 48Q: 3 clusters Score -1.678236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16782366.000000 Penalty: 3897.037598
	Iteration 49Q: 3 clusters Score -1.678237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16782366.000000 Penalty: 3897.037598
	Iteration 50Q: 3 clusters Score -1.678237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16782368.000000 Penalty: 3897.037598
	Iteration 51Q: 3 clusters Score -1.678237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16782368.000000 Penalty: 3897.037598
	Iteration 52Q: 3 clusters Score -1.678237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16782366.000000 Penalty: 3897.037598
	Iteration 53Q: 3 clusters Score -1.678237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16782362.000000 Penalty: 3897.037598
	Iteration 54Q: 3 clusters Score -1.678236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16782356.000000 Penalty: 3897.037598
	Iteration 55Q: 3 clusters Score -1.678236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -16782364.000000 Penalty: 3897.037598
	Iteration 56Q: 3 clusters Score -1.678236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16782356.000000 Penalty: 3897.037598
	Iteration 57Q: 3 clusters Score -1.678236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16782356.000000 Penalty: 3897.037598
	Iteration 58F: 3 clusters Score -1.678236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Entering Unmasked Estep 
Score: -1135453.875000 Penalty: 1523.961670
	Iteration 0F: 2 clusters Score -1135454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1127117.375000 Penalty: 3047.923340
	Iteration 0F: 3 clusters Score -1127117 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1130517.500000 Penalty: 3047.923340
	Iteration 1F: 3 clusters Score -1130518 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1131588.500000 Penalty: 3047.923340
	Iteration 2F: 3 clusters Score -1131588 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1132731.625000 Penalty: 3047.923340
	Iteration 3F: 3 clusters Score -1132732 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1133506.750000 Penalty: 3047.923340
	Iteration 4F: 3 clusters Score -1133507 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1133946.375000 Penalty: 3047.923340
	Iteration 5F: 3 clusters Score -1133946 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1134177.500000 Penalty: 3047.923340
	Iteration 6Q: 3 clusters Score -1134178 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1134323.750000 Penalty: 3047.923340
	Iteration 7Q: 3 clusters Score -1134324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1134417.625000 Penalty: 3047.923340
	Iteration 8Q: 3 clusters Score -1134418 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1134474.125000 Penalty: 3047.923340
	Iteration 9Q: 3 clusters Score -1134474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1134501.750000 Penalty: 3047.923340
	Iteration 10Q: 3 clusters Score -1134502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1134515.125000 Penalty: 3047.923340
	Iteration 11Q: 3 clusters Score -1134515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1134524.125000 Penalty: 3047.923340
	Iteration 12Q: 3 clusters Score -1134524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1134531.750000 Penalty: 3047.923340
	Iteration 13Q: 3 clusters Score -1134532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1134538.000000 Penalty: 3047.923340
	Iteration 14Q: 3 clusters Score -1134538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1134538.875000 Penalty: 3047.923340
	Iteration 15Q: 3 clusters Score -1134539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1134540.000000 Penalty: 3047.923340
	Iteration 16Q: 3 clusters Score -1134540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1134545.000000 Penalty: 3047.923340
	Iteration 17Q: 3 clusters Score -1134545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1134546.125000 Penalty: 3047.923340
	Iteration 18Q: 3 clusters Score -1134546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1134549.625000 Penalty: 3047.923340
	Iteration 19Q: 3 clusters Score -1134550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1134553.625000 Penalty: 3047.923340
	Iteration 20F: 3 clusters Score -1134554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1134557.000000 Penalty: 3047.923340
	Iteration 21Q: 3 clusters Score -1134557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1134557.625000 Penalty: 3047.923340
	Iteration 22Q: 3 clusters Score -1134558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1134559.625000 Penalty: 3047.923340
	Iteration 23Q: 3 clusters Score -1134560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1134560.875000 Penalty: 3047.923340
	Iteration 24Q: 3 clusters Score -1134561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1134565.625000 Penalty: 3047.923340
	Iteration 25Q: 3 clusters Score -1134566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1134564.875000 Penalty: 3047.923340
	Iteration 26Q: 3 clusters Score -1134565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1134564.750000 Penalty: 3047.923340
	Iteration 27Q: 3 clusters Score -1134565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1134565.375000 Penalty: 3047.923340
	Iteration 28Q: 3 clusters Score -1134565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1134564.875000 Penalty: 3047.923340
	Iteration 29Q: 3 clusters Score -1134565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1134564.500000 Penalty: 3047.923340
	Iteration 30Q: 3 clusters Score -1134564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1134564.875000 Penalty: 3047.923340
	Iteration 31Q: 3 clusters Score -1134565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1134565.375000 Penalty: 3047.923340
	Iteration 32Q: 3 clusters Score -1134565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1134567.125000 Penalty: 3047.923340
	Iteration 33Q: 3 clusters Score -1134567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1134569.125000 Penalty: 3047.923340
	Iteration 34Q: 3 clusters Score -1134569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1134568.375000 Penalty: 3047.923340
	Iteration 35Q: 3 clusters Score -1134568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1134569.250000 Penalty: 3047.923340
	Iteration 36Q: 3 clusters Score -1134569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1134570.500000 Penalty: 3047.923340
	Iteration 37Q: 3 clusters Score -1134570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1134573.875000 Penalty: 3047.923340
	Iteration 38Q: 3 clusters Score -1134574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1134571.500000 Penalty: 3047.923340
	Iteration 39Q: 3 clusters Score -1134572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1134567.500000 Penalty: 3047.923340
	Iteration 40F: 3 clusters Score -1134568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1134569.125000 Penalty: 3047.923340
	Iteration 41Q: 3 clusters Score -1134569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1134569.250000 Penalty: 3047.923340
	Iteration 42Q: 3 clusters Score -1134569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1134572.500000 Penalty: 3047.923340
	Iteration 43Q: 3 clusters Score -1134572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1134571.000000 Penalty: 3047.923340
	Iteration 44Q: 3 clusters Score -1134571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1134571.375000 Penalty: 3047.923340
	Iteration 45Q: 3 clusters Score -1134571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1134571.375000 Penalty: 3047.923340
	Iteration 46F: 3 clusters Score -1134571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Entering Unmasked Estep 
Score: -1752308.875000 Penalty: 1577.780273
	Iteration 0F: 2 clusters Score -1752309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1741056.750000 Penalty: 3155.560547
	Iteration 0F: 3 clusters Score -1741057 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1745093.125000 Penalty: 3155.560547
	Iteration 1F: 3 clusters Score -1745093 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1745501.250000 Penalty: 3155.560547
	Iteration 2F: 3 clusters Score -1745501 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1745889.500000 Penalty: 3155.560547
	Iteration 3F: 3 clusters Score -1745890 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1746318.000000 Penalty: 3155.560547
	Iteration 4F: 3 clusters Score -1746318 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1746856.875000 Penalty: 3155.560547
	Iteration 5F: 3 clusters Score -1746857 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1747520.375000 Penalty: 3155.560547
	Iteration 6F: 3 clusters Score -1747520 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1748285.000000 Penalty: 3155.560547
	Iteration 7F: 3 clusters Score -1748285 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1749129.000000 Penalty: 3155.560547
	Iteration 8F: 3 clusters Score -1749129 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1749962.125000 Penalty: 3155.560547
	Iteration 9F: 3 clusters Score -1749962 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1750670.875000 Penalty: 3155.560547
	Iteration 10Q: 3 clusters Score -1750671 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1751268.125000 Penalty: 3155.560547
	Iteration 11Q: 3 clusters Score -1751268 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1751749.000000 Penalty: 3155.560547
	Iteration 12Q: 3 clusters Score -1751749 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1752132.750000 Penalty: 3155.560547
	Iteration 13Q: 3 clusters Score -1752133 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1752393.000000 Penalty: 3155.560547
	Iteration 14Q: 3 clusters Score -1752393 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1752571.000000 Penalty: 3155.560547
	Iteration 15Q: 3 clusters Score -1752571 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1752687.125000 Penalty: 3155.560547
	Iteration 16Q: 3 clusters Score -1752687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1752752.625000 Penalty: 3155.560547
	Iteration 17Q: 3 clusters Score -1752753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1752798.125000 Penalty: 3155.560547
	Iteration 18Q: 3 clusters Score -1752798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1752827.625000 Penalty: 3155.560547
	Iteration 19Q: 3 clusters Score -1752828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1752863.250000 Penalty: 3155.560547
	Iteration 20F: 3 clusters Score -1752863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1752879.250000 Penalty: 3155.560547
	Iteration 21Q: 3 clusters Score -1752879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1752893.250000 Penalty: 3155.560547
	Iteration 22Q: 3 clusters Score -1752893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1752906.875000 Penalty: 3155.560547
	Iteration 23Q: 3 clusters Score -1752907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1752911.875000 Penalty: 3155.560547
	Iteration 24Q: 3 clusters Score -1752912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1752923.250000 Penalty: 3155.560547
	Iteration 25Q: 3 clusters Score -1752923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1752926.875000 Penalty: 3155.560547
	Iteration 26Q: 3 clusters Score -1752927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1752927.625000 Penalty: 3155.560547
	Iteration 27Q: 3 clusters Score -1752928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1752929.250000 Penalty: 3155.560547
	Iteration 28Q: 3 clusters Score -1752929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1752927.750000 Penalty: 3155.560547
	Iteration 29Q: 3 clusters Score -1752928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1752930.250000 Penalty: 3155.560547
	Iteration 30Q: 3 clusters Score -1752930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1752929.125000 Penalty: 3155.560547
	Iteration 31Q: 3 clusters Score -1752929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1752928.750000 Penalty: 3155.560547
	Iteration 32Q: 3 clusters Score -1752929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1752928.125000 Penalty: 3155.560547
	Iteration 33Q: 3 clusters Score -1752928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1752928.375000 Penalty: 3155.560547
	Iteration 34Q: 3 clusters Score -1752928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1752928.125000 Penalty: 3155.560547
	Iteration 35Q: 3 clusters Score -1752928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1752928.750000 Penalty: 3155.560547
	Iteration 36Q: 3 clusters Score -1752929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1752930.500000 Penalty: 3155.560547
	Iteration 37Q: 3 clusters Score -1752930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1752932.750000 Penalty: 3155.560547
	Iteration 38Q: 3 clusters Score -1752933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1752933.750000 Penalty: 3155.560547
	Iteration 39Q: 3 clusters Score -1752934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1752928.125000 Penalty: 3155.560547
	Iteration 40F: 3 clusters Score -1752928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1752932.000000 Penalty: 3155.560547
	Iteration 41Q: 3 clusters Score -1752932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1752935.250000 Penalty: 3155.560547
	Iteration 42Q: 3 clusters Score -1752935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1752936.500000 Penalty: 3155.560547
	Iteration 43Q: 3 clusters Score -1752936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1752936.375000 Penalty: 3155.560547
	Iteration 44Q: 3 clusters Score -1752936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1752937.000000 Penalty: 3155.560547
	Iteration 45Q: 3 clusters Score -1752937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1752937.375000 Penalty: 3155.560547
	Iteration 46Q: 3 clusters Score -1752937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1752938.500000 Penalty: 3155.560547
	Iteration 47Q: 3 clusters Score -1752938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1752940.000000 Penalty: 3155.560547
	Iteration 48Q: 3 clusters Score -1752940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1752939.250000 Penalty: 3155.560547
	Iteration 49Q: 3 clusters Score -1752939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1752940.750000 Penalty: 3155.560547
	Iteration 50Q: 3 clusters Score -1752941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1752938.375000 Penalty: 3155.560547
	Iteration 51Q: 3 clusters Score -1752938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1752938.500000 Penalty: 3155.560547
	Iteration 52Q: 3 clusters Score -1752938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1752939.250000 Penalty: 3155.560547
	Iteration 53Q: 3 clusters Score -1752939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1752938.375000 Penalty: 3155.560547
	Iteration 54Q: 3 clusters Score -1752938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1752939.375000 Penalty: 3155.560547
	Iteration 55Q: 3 clusters Score -1752939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1752941.250000 Penalty: 3155.560547
	Iteration 56Q: 3 clusters Score -1752941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1752945.125000 Penalty: 3155.560547
	Iteration 57Q: 3 clusters Score -1752945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1752947.125000 Penalty: 3155.560547
	Iteration 58Q: 3 clusters Score -1752947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1752946.750000 Penalty: 3155.560547
	Iteration 59Q: 3 clusters Score -1752947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1752946.500000 Penalty: 3155.560547
	Iteration 60F: 3 clusters Score -1752946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1752945.125000 Penalty: 3155.560547
	Iteration 61Q: 3 clusters Score -1752945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1752945.000000 Penalty: 3155.560547
	Iteration 62Q: 3 clusters Score -1752945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1752947.750000 Penalty: 3155.560547
	Iteration 63Q: 3 clusters Score -1752948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1752947.750000 Penalty: 3155.560547
	Iteration 64F: 3 clusters Score -1752948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 119968 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 1871 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 5429 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 106258 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 1134 members 
Mstep: Class 40 contains 72949 members 
Mstep: Class 41 contains 5504 members 
Mstep: Class 42 contains 2014 members 
Mstep: Class 43 contains 2469 members 
Mstep: Class 44 contains 11043 members 
Entering Unmasked Estep 
Score: -153968304.000000 Penalty: 101845.984375
Splitting cluster 32 changes total score from -153948944.000000 to -153968304.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 33 (96612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Entering Unmasked Estep 
Score: -10121804.000000 Penalty: 1865.249512
	Iteration 0F: 2 clusters Score -1.01218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -10056935.000000 Penalty: 3730.499023
	Iteration 0F: 3 clusters Score -1.005694e+07 nChanged 46326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -10083777.000000 Penalty: 3730.499023
	Iteration 1F: 3 clusters Score -1.008378e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -10084594.000000 Penalty: 3730.499023
	Iteration 2Q: 3 clusters Score -1.008459e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -10085624.000000 Penalty: 3730.499023
	Iteration 3Q: 3 clusters Score -1.008562e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -10087180.000000 Penalty: 3730.499023
	Iteration 4Q: 3 clusters Score -1.008718e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -10090090.000000 Penalty: 3730.499023
	Iteration 5F: 3 clusters Score -1.009009e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -10095126.000000 Penalty: 3730.499023
	Iteration 6F: 3 clusters Score -1.009513e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -10102627.000000 Penalty: 3730.499023
	Iteration 7F: 3 clusters Score -1.010263e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -10110673.000000 Penalty: 3730.499023
	Iteration 8F: 3 clusters Score -1.011067e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -10116123.000000 Penalty: 3730.499023
	Iteration 9F: 3 clusters Score -1.011612e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10118769.000000 Penalty: 3730.499023
	Iteration 10Q: 3 clusters Score -1.011877e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10119662.000000 Penalty: 3730.499023
	Iteration 11Q: 3 clusters Score -1.011966e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10119927.000000 Penalty: 3730.499023
	Iteration 12Q: 3 clusters Score -1.011993e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10120035.000000 Penalty: 3730.499023
	Iteration 13Q: 3 clusters Score -1.012004e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10120092.000000 Penalty: 3730.499023
	Iteration 14Q: 3 clusters Score -1.012009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10120134.000000 Penalty: 3730.499023
	Iteration 15Q: 3 clusters Score -1.012013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10120152.000000 Penalty: 3730.499023
	Iteration 16Q: 3 clusters Score -1.012015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10120167.000000 Penalty: 3730.499023
	Iteration 17Q: 3 clusters Score -1.012017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10120166.000000 Penalty: 3730.499023
	Iteration 18Q: 3 clusters Score -1.012017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10120172.000000 Penalty: 3730.499023
	Iteration 19Q: 3 clusters Score -1.012017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10120172.000000 Penalty: 3730.499023
	Iteration 20F: 3 clusters Score -1.012017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10120174.000000 Penalty: 3730.499023
	Iteration 21Q: 3 clusters Score -1.012017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10120174.000000 Penalty: 3730.499023
	Iteration 22F: 3 clusters Score -1.012017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Entering Unmasked Estep 
Score: -1088909.750000 Penalty: 1523.231689
	Iteration 0F: 2 clusters Score -1088910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1080683.375000 Penalty: 3046.463379
	Iteration 0F: 3 clusters Score -1080683 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1083928.750000 Penalty: 3046.463379
	Iteration 1F: 3 clusters Score -1083929 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1084947.500000 Penalty: 3046.463379
	Iteration 2F: 3 clusters Score -1084948 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1085994.750000 Penalty: 3046.463379
	Iteration 3F: 3 clusters Score -1085995 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1086806.750000 Penalty: 3046.463379
	Iteration 4F: 3 clusters Score -1086807 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1087330.125000 Penalty: 3046.463379
	Iteration 5F: 3 clusters Score -1087330 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1087649.875000 Penalty: 3046.463379
	Iteration 6Q: 3 clusters Score -1087650 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1087845.125000 Penalty: 3046.463379
	Iteration 7Q: 3 clusters Score -1087845 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1087958.125000 Penalty: 3046.463379
	Iteration 8Q: 3 clusters Score -1087958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1088023.000000 Penalty: 3046.463379
	Iteration 9Q: 3 clusters Score -1088023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1088062.250000 Penalty: 3046.463379
	Iteration 10Q: 3 clusters Score -1088062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1088098.750000 Penalty: 3046.463379
	Iteration 11Q: 3 clusters Score -1088099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1088129.125000 Penalty: 3046.463379
	Iteration 12Q: 3 clusters Score -1088129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1088158.875000 Penalty: 3046.463379
	Iteration 13Q: 3 clusters Score -1088159 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1088177.000000 Penalty: 3046.463379
	Iteration 14Q: 3 clusters Score -1088177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1088191.375000 Penalty: 3046.463379
	Iteration 15Q: 3 clusters Score -1088191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1088199.875000 Penalty: 3046.463379
	Iteration 16Q: 3 clusters Score -1088200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1088209.375000 Penalty: 3046.463379
	Iteration 17Q: 3 clusters Score -1088209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1088214.125000 Penalty: 3046.463379
	Iteration 18Q: 3 clusters Score -1088214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1088219.125000 Penalty: 3046.463379
	Iteration 19Q: 3 clusters Score -1088219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1088221.875000 Penalty: 3046.463379
	Iteration 20F: 3 clusters Score -1088222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1088224.000000 Penalty: 3046.463379
	Iteration 21Q: 3 clusters Score -1088224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1088228.500000 Penalty: 3046.463379
	Iteration 22Q: 3 clusters Score -1088228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1088234.000000 Penalty: 3046.463379
	Iteration 23Q: 3 clusters Score -1088234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1088236.500000 Penalty: 3046.463379
	Iteration 24Q: 3 clusters Score -1088236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1088239.375000 Penalty: 3046.463379
	Iteration 25Q: 3 clusters Score -1088239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1088238.625000 Penalty: 3046.463379
	Iteration 26Q: 3 clusters Score -1088239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1088239.125000 Penalty: 3046.463379
	Iteration 27Q: 3 clusters Score -1088239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1088239.625000 Penalty: 3046.463379
	Iteration 28Q: 3 clusters Score -1088240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1088238.000000 Penalty: 3046.463379
	Iteration 29Q: 3 clusters Score -1088238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1088239.125000 Penalty: 3046.463379
	Iteration 30Q: 3 clusters Score -1088239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1088244.625000 Penalty: 3046.463379
	Iteration 31Q: 3 clusters Score -1088245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1088245.625000 Penalty: 3046.463379
	Iteration 32Q: 3 clusters Score -1088246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1088247.625000 Penalty: 3046.463379
	Iteration 33Q: 3 clusters Score -1088248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1088250.625000 Penalty: 3046.463379
	Iteration 34Q: 3 clusters Score -1088251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1088251.875000 Penalty: 3046.463379
	Iteration 35Q: 3 clusters Score -1088252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1088255.625000 Penalty: 3046.463379
	Iteration 36Q: 3 clusters Score -1088256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1088260.750000 Penalty: 3046.463379
	Iteration 37Q: 3 clusters Score -1088261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1088261.875000 Penalty: 3046.463379
	Iteration 38Q: 3 clusters Score -1088262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1088261.250000 Penalty: 3046.463379
	Iteration 39Q: 3 clusters Score -1088261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1088264.375000 Penalty: 3046.463379
	Iteration 40F: 3 clusters Score -1088264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1088262.875000 Penalty: 3046.463379
	Iteration 41Q: 3 clusters Score -1088263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1088264.000000 Penalty: 3046.463379
	Iteration 42Q: 3 clusters Score -1088264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1088268.000000 Penalty: 3046.463379
	Iteration 43Q: 3 clusters Score -1088268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1088271.000000 Penalty: 3046.463379
	Iteration 44Q: 3 clusters Score -1088271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1088271.250000 Penalty: 3046.463379
	Iteration 45Q: 3 clusters Score -1088271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1088273.125000 Penalty: 3046.463379
	Iteration 46Q: 3 clusters Score -1088273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1088273.625000 Penalty: 3046.463379
	Iteration 47Q: 3 clusters Score -1088274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1088276.500000 Penalty: 3046.463379
	Iteration 48Q: 3 clusters Score -1088276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1088276.875000 Penalty: 3046.463379
	Iteration 49Q: 3 clusters Score -1088277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1088277.500000 Penalty: 3046.463379
	Iteration 50Q: 3 clusters Score -1088278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1088279.000000 Penalty: 3046.463379
	Iteration 51Q: 3 clusters Score -1088279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1088280.500000 Penalty: 3046.463379
	Iteration 52Q: 3 clusters Score -1088280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1088280.500000 Penalty: 3046.463379
	Iteration 53F: 3 clusters Score -1088280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Entering Unmasked Estep 
Score: -3015643.000000 Penalty: 1669.975708
	Iteration 0F: 2 clusters Score -3015643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2995991.500000 Penalty: 3339.951416
	Iteration 0F: 3 clusters Score -2995992 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3003588.250000 Penalty: 3339.951416
	Iteration 1F: 3 clusters Score -3003588 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3003903.750000 Penalty: 3339.951416
	Iteration 2Q: 3 clusters Score -3003904 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3004188.250000 Penalty: 3339.951416
	Iteration 3Q: 3 clusters Score -3004188 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3004464.000000 Penalty: 3339.951416
	Iteration 4Q: 3 clusters Score -3004464 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3004714.750000 Penalty: 3339.951416
	Iteration 5Q: 3 clusters Score -3004715 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3004999.000000 Penalty: 3339.951416
	Iteration 6Q: 3 clusters Score -3004999 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3005273.000000 Penalty: 3339.951416
	Iteration 7Q: 3 clusters Score -3005273 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3005590.000000 Penalty: 3339.951416
	Iteration 8Q: 3 clusters Score -3005590 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3006058.500000 Penalty: 3339.951416
	Iteration 9Q: 3 clusters Score -3006058 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3006716.750000 Penalty: 3339.951416
	Iteration 10Q: 3 clusters Score -3006717 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3007612.500000 Penalty: 3339.951416
	Iteration 11Q: 3 clusters Score -3007612 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3008609.500000 Penalty: 3339.951416
	Iteration 12Q: 3 clusters Score -3008610 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3009559.750000 Penalty: 3339.951416
	Iteration 13Q: 3 clusters Score -3009560 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3010327.250000 Penalty: 3339.951416
	Iteration 14Q: 3 clusters Score -3010327 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3010822.000000 Penalty: 3339.951416
	Iteration 15Q: 3 clusters Score -3010822 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3011162.500000 Penalty: 3339.951416
	Iteration 16Q: 3 clusters Score -3011162 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3011469.500000 Penalty: 3339.951416
	Iteration 17Q: 3 clusters Score -3011470 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3011748.500000 Penalty: 3339.951416
	Iteration 18Q: 3 clusters Score -3011748 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3011977.000000 Penalty: 3339.951416
	Iteration 19Q: 3 clusters Score -3011977 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3012185.000000 Penalty: 3339.951416
	Iteration 20F: 3 clusters Score -3012185 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3012360.500000 Penalty: 3339.951416
	Iteration 21Q: 3 clusters Score -3012360 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3012599.500000 Penalty: 3339.951416
	Iteration 22Q: 3 clusters Score -3012600 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3012803.000000 Penalty: 3339.951416
	Iteration 23Q: 3 clusters Score -3012803 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3013019.500000 Penalty: 3339.951416
	Iteration 24Q: 3 clusters Score -3013020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3013219.500000 Penalty: 3339.951416
	Iteration 25Q: 3 clusters Score -3013220 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3013413.250000 Penalty: 3339.951416
	Iteration 26Q: 3 clusters Score -3013413 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3013584.000000 Penalty: 3339.951416
	Iteration 27Q: 3 clusters Score -3013584 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3013727.750000 Penalty: 3339.951416
	Iteration 28Q: 3 clusters Score -3013728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3013849.250000 Penalty: 3339.951416
	Iteration 29Q: 3 clusters Score -3013849 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3013949.500000 Penalty: 3339.951416
	Iteration 30Q: 3 clusters Score -3013950 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3014033.250000 Penalty: 3339.951416
	Iteration 31Q: 3 clusters Score -3014033 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3014100.500000 Penalty: 3339.951416
	Iteration 32Q: 3 clusters Score -3014100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3014141.250000 Penalty: 3339.951416
	Iteration 33Q: 3 clusters Score -3014141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3014179.750000 Penalty: 3339.951416
	Iteration 34Q: 3 clusters Score -3014180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3014194.500000 Penalty: 3339.951416
	Iteration 35Q: 3 clusters Score -3014194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3014205.750000 Penalty: 3339.951416
	Iteration 36Q: 3 clusters Score -3014206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3014222.750000 Penalty: 3339.951416
	Iteration 37Q: 3 clusters Score -3014223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3014225.000000 Penalty: 3339.951416
	Iteration 38Q: 3 clusters Score -3014225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3014232.750000 Penalty: 3339.951416
	Iteration 39Q: 3 clusters Score -3014233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3014247.250000 Penalty: 3339.951416
	Iteration 40F: 3 clusters Score -3014247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3014255.250000 Penalty: 3339.951416
	Iteration 41Q: 3 clusters Score -3014255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3014257.750000 Penalty: 3339.951416
	Iteration 42Q: 3 clusters Score -3014258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3014268.250000 Penalty: 3339.951416
	Iteration 43Q: 3 clusters Score -3014268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3014264.500000 Penalty: 3339.951416
	Iteration 44Q: 3 clusters Score -3014264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3014264.250000 Penalty: 3339.951416
	Iteration 45Q: 3 clusters Score -3014264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3014274.750000 Penalty: 3339.951416
	Iteration 46Q: 3 clusters Score -3014275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3014272.000000 Penalty: 3339.951416
	Iteration 47Q: 3 clusters Score -3014272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3014269.500000 Penalty: 3339.951416
	Iteration 48Q: 3 clusters Score -3014270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3014275.000000 Penalty: 3339.951416
	Iteration 49Q: 3 clusters Score -3014275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3014272.500000 Penalty: 3339.951416
	Iteration 50Q: 3 clusters Score -3014272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3014274.500000 Penalty: 3339.951416
	Iteration 51Q: 3 clusters Score -3014274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3014274.500000 Penalty: 3339.951416
	Iteration 52F: 3 clusters Score -3014274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 40071 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 170368 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 41950 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 32755 members 
Mstep: Class 16 contains 16493 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 80965 members 
Mstep: Class 20 contains 171757 members 
Mstep: Class 21 contains 119968 members 
Mstep: Class 22 contains 11821 members 
Mstep: Class 23 contains 4694 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 17282 members 
Mstep: Class 29 contains 1871 members 
Mstep: Class 30 contains 161278 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 5429 members 
Mstep: Class 33 contains 96612 members 
Mstep: Class 34 contains 11775 members 
Mstep: Class 35 contains 29050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153984832.000000 Penalty: 101845.984375
Iteration 79Q: 45 clusters Score -1.539848e+08 nChanged 33116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 40910 members 
Mstep: Class 4 contains 46708 members 
Mstep: Class 5 contains 8706 members 
Mstep: Class 6 contains 7048 members 
Mstep: Class 7 contains 32991 members 
Mstep: Class 8 contains 171330 members 
Mstep: Class 9 contains 13315 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 72621 members 
Mstep: Class 12 contains 41494 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 32931 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 17 contains 20120 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 81956 members 
Mstep: Class 20 contains 171679 members 
Mstep: Class 21 contains 120357 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 32918 members 
Mstep: Class 25 contains 13837 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 7710 members 
Mstep: Class 28 contains 17152 members 
Mstep: Class 29 contains 2140 members 
Mstep: Class 30 contains 161664 members 
Mstep: Class 31 contains 11857 members 
Mstep: Class 32 contains 5452 members 
Mstep: Class 33 contains 97464 members 
Mstep: Class 34 contains 11700 members 
Mstep: Class 35 contains 29065 members 
Mstep: Class 36 contains 103117 members 
Mstep: Class 37 contains 3057 members 
Mstep: Class 38 contains 4227 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 69944 members 
Mstep: Class 41 contains 4857 members 
Mstep: Class 42 contains 1848 members 
Mstep: Class 43 contains 2234 members 
Mstep: Class 44 contains 10074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153997824.000000 Penalty: 101845.984375
Iteration 80F: 45 clusters Score -1.539978e+08 nChanged 27115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 41230 members 
Mstep: Class 4 contains 46045 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 7063 members 
Mstep: Class 7 contains 33505 members 
Mstep: Class 8 contains 171516 members 
Mstep: Class 9 contains 13314 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 73410 members 
Mstep: Class 12 contains 41213 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 9825 members 
Mstep: Class 15 contains 32714 members 
Mstep: Class 16 contains 16641 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 82183 members 
Mstep: Class 20 contains 168660 members 
Mstep: Class 21 contains 119942 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 5184 members 
Mstep: Class 24 contains 32864 members 
Mstep: Class 25 contains 14089 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 7781 members 
Mstep: Class 28 contains 16943 members 
Mstep: Class 29 contains 2286 members 
Mstep: Class 30 contains 161664 members 
Mstep: Class 31 contains 11468 members 
Mstep: Class 32 contains 5500 members 
Mstep: Class 33 contains 97573 members 
Mstep: Class 34 contains 11568 members 
Mstep: Class 35 contains 29040 members 
Mstep: Class 36 contains 105495 members 
Mstep: Class 37 contains 3167 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 1380 members 
Mstep: Class 40 contains 70784 members 
Mstep: Class 41 contains 4862 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 2254 members 
Mstep: Class 44 contains 9251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154004000.000000 Penalty: 101845.984375
Iteration 81Q: 45 clusters Score -1.54004e+08 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11793 members 
Mstep: Class 3 contains 41484 members 
Mstep: Class 4 contains 45448 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 7074 members 
Mstep: Class 7 contains 34403 members 
Mstep: Class 8 contains 171373 members 
Mstep: Class 9 contains 13351 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 73831 members 
Mstep: Class 12 contains 40975 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 9869 members 
Mstep: Class 15 contains 32673 members 
Mstep: Class 16 contains 16638 members 
Mstep: Class 17 contains 20198 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 82428 members 
Mstep: Class 20 contains 166642 members 
Mstep: Class 21 contains 119724 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 32812 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 7875 members 
Mstep: Class 28 contains 16808 members 
Mstep: Class 29 contains 2425 members 
Mstep: Class 30 contains 161763 members 
Mstep: Class 31 contains 11226 members 
Mstep: Class 32 contains 5555 members 
Mstep: Class 33 contains 97633 members 
Mstep: Class 34 contains 11506 members 
Mstep: Class 35 contains 29035 members 
Mstep: Class 36 contains 106995 members 
Mstep: Class 37 contains 3235 members 
Mstep: Class 38 contains 4351 members 
Mstep: Class 39 contains 1463 members 
Mstep: Class 40 contains 71191 members 
Mstep: Class 41 contains 4859 members 
Mstep: Class 42 contains 1915 members 
Mstep: Class 43 contains 2240 members 
Mstep: Class 44 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154008128.000000 Penalty: 101845.984375
Iteration 82Q: 45 clusters Score -1.540081e+08 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 41706 members 
Mstep: Class 4 contains 44873 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 35356 members 
Mstep: Class 8 contains 170969 members 
Mstep: Class 9 contains 13397 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 73989 members 
Mstep: Class 12 contains 40738 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 9919 members 
Mstep: Class 15 contains 32684 members 
Mstep: Class 16 contains 16664 members 
Mstep: Class 17 contains 20230 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 82667 members 
Mstep: Class 20 contains 164974 members 
Mstep: Class 21 contains 119551 members 
Mstep: Class 22 contains 11724 members 
Mstep: Class 23 contains 5365 members 
Mstep: Class 24 contains 32766 members 
Mstep: Class 25 contains 14461 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 7957 members 
Mstep: Class 28 contains 16667 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 162044 members 
Mstep: Class 31 contains 11025 members 
Mstep: Class 32 contains 5595 members 
Mstep: Class 33 contains 97632 members 
Mstep: Class 34 contains 11474 members 
Mstep: Class 35 contains 29026 members 
Mstep: Class 36 contains 108496 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 4414 members 
Mstep: Class 39 contains 1516 members 
Mstep: Class 40 contains 71446 members 
Mstep: Class 41 contains 4865 members 
Mstep: Class 42 contains 1900 members 
Mstep: Class 43 contains 2241 members 
Mstep: Class 44 contains 7926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154011568.000000 Penalty: 101845.984375
Iteration 83Q: 45 clusters Score -1.540116e+08 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11837 members 
Mstep: Class 3 contains 41860 members 
Mstep: Class 4 contains 44315 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 36284 members 
Mstep: Class 8 contains 170523 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 73807 members 
Mstep: Class 12 contains 40516 members 
Mstep: Class 13 contains 7394 members 
Mstep: Class 14 contains 9968 members 
Mstep: Class 15 contains 32708 members 
Mstep: Class 16 contains 16734 members 
Mstep: Class 17 contains 20258 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 82872 members 
Mstep: Class 20 contains 163705 members 
Mstep: Class 21 contains 119403 members 
Mstep: Class 22 contains 11675 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 32727 members 
Mstep: Class 25 contains 14619 members 
Mstep: Class 26 contains 2171 members 
Mstep: Class 27 contains 8034 members 
Mstep: Class 28 contains 16542 members 
Mstep: Class 29 contains 2687 members 
Mstep: Class 30 contains 162307 members 
Mstep: Class 31 contains 10866 members 
Mstep: Class 32 contains 5611 members 
Mstep: Class 33 contains 97553 members 
Mstep: Class 34 contains 11451 members 
Mstep: Class 35 contains 29016 members 
Mstep: Class 36 contains 109996 members 
Mstep: Class 37 contains 3297 members 
Mstep: Class 38 contains 4485 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 71707 members 
Mstep: Class 41 contains 4842 members 
Mstep: Class 42 contains 1906 members 
Mstep: Class 43 contains 2251 members 
Mstep: Class 44 contains 7399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154014160.000000 Penalty: 101845.984375
Iteration 84Q: 45 clusters Score -1.540142e+08 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 42024 members 
Mstep: Class 4 contains 43775 members 
Mstep: Class 5 contains 7865 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 37233 members 
Mstep: Class 8 contains 170068 members 
Mstep: Class 9 contains 13508 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 73442 members 
Mstep: Class 12 contains 40337 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 9993 members 
Mstep: Class 15 contains 32691 members 
Mstep: Class 16 contains 16765 members 
Mstep: Class 17 contains 20288 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 83048 members 
Mstep: Class 20 contains 162823 members 
Mstep: Class 21 contains 119244 members 
Mstep: Class 22 contains 11640 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 32664 members 
Mstep: Class 25 contains 14752 members 
Mstep: Class 26 contains 2187 members 
Mstep: Class 27 contains 8103 members 
Mstep: Class 28 contains 16405 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 162585 members 
Mstep: Class 31 contains 10741 members 
Mstep: Class 32 contains 5634 members 
Mstep: Class 33 contains 97435 members 
Mstep: Class 34 contains 11435 members 
Mstep: Class 35 contains 29031 members 
Mstep: Class 36 contains 111429 members 
Mstep: Class 37 contains 3303 members 
Mstep: Class 38 contains 4552 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 71842 members 
Mstep: Class 41 contains 4820 members 
Mstep: Class 42 contains 1923 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 6936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017360.000000 Penalty: 101845.984375
Iteration 85Q: 45 clusters Score -1.540174e+08 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 42214 members 
Mstep: Class 4 contains 43242 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 7157 members 
Mstep: Class 7 contains 38109 members 
Mstep: Class 8 contains 169612 members 
Mstep: Class 9 contains 13563 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 72829 members 
Mstep: Class 12 contains 40162 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 32672 members 
Mstep: Class 16 contains 16823 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 83245 members 
Mstep: Class 20 contains 162161 members 
Mstep: Class 21 contains 119081 members 
Mstep: Class 22 contains 11613 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 32604 members 
Mstep: Class 25 contains 14854 members 
Mstep: Class 26 contains 2201 members 
Mstep: Class 27 contains 8140 members 
Mstep: Class 28 contains 16272 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 162911 members 
Mstep: Class 31 contains 10634 members 
Mstep: Class 32 contains 5656 members 
Mstep: Class 33 contains 97321 members 
Mstep: Class 34 contains 11445 members 
Mstep: Class 35 contains 29039 members 
Mstep: Class 36 contains 112961 members 
Mstep: Class 37 contains 3299 members 
Mstep: Class 38 contains 4616 members 
Mstep: Class 39 contains 1579 members 
Mstep: Class 40 contains 71834 members 
Mstep: Class 41 contains 4813 members 
Mstep: Class 42 contains 1936 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154019712.000000 Penalty: 101845.984375
Iteration 86Q: 45 clusters Score -1.540197e+08 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11791 members 
Mstep: Class 3 contains 42411 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 38954 members 
Mstep: Class 8 contains 169274 members 
Mstep: Class 9 contains 13615 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 71993 members 
Mstep: Class 12 contains 40023 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 32664 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 83425 members 
Mstep: Class 20 contains 161878 members 
Mstep: Class 21 contains 118831 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 32562 members 
Mstep: Class 25 contains 14933 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 8163 members 
Mstep: Class 28 contains 16168 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 163087 members 
Mstep: Class 31 contains 10521 members 
Mstep: Class 32 contains 5678 members 
Mstep: Class 33 contains 97180 members 
Mstep: Class 34 contains 11432 members 
Mstep: Class 35 contains 29060 members 
Mstep: Class 36 contains 114373 members 
Mstep: Class 37 contains 3271 members 
Mstep: Class 38 contains 4676 members 
Mstep: Class 39 contains 1593 members 
Mstep: Class 40 contains 71876 members 
Mstep: Class 41 contains 4835 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 2301 members 
Mstep: Class 44 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154022608.000000 Penalty: 101845.984375
Iteration 87Q: 45 clusters Score -1.540226e+08 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 42682 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 7216 members 
Mstep: Class 7 contains 39777 members 
Mstep: Class 8 contains 168989 members 
Mstep: Class 9 contains 13667 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 70955 members 
Mstep: Class 12 contains 39910 members 
Mstep: Class 13 contains 7339 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 32629 members 
Mstep: Class 16 contains 16920 members 
Mstep: Class 17 contains 20340 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 83605 members 
Mstep: Class 20 contains 161902 members 
Mstep: Class 21 contains 118593 members 
Mstep: Class 22 contains 11564 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 32521 members 
Mstep: Class 25 contains 15002 members 
Mstep: Class 26 contains 2223 members 
Mstep: Class 27 contains 8168 members 
Mstep: Class 28 contains 16058 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 163199 members 
Mstep: Class 31 contains 10413 members 
Mstep: Class 32 contains 5702 members 
Mstep: Class 33 contains 97037 members 
Mstep: Class 34 contains 11416 members 
Mstep: Class 35 contains 29067 members 
Mstep: Class 36 contains 115607 members 
Mstep: Class 37 contains 3253 members 
Mstep: Class 38 contains 4717 members 
Mstep: Class 39 contains 1598 members 
Mstep: Class 40 contains 71880 members 
Mstep: Class 41 contains 4849 members 
Mstep: Class 42 contains 1959 members 
Mstep: Class 43 contains 2322 members 
Mstep: Class 44 contains 5808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154024992.000000 Penalty: 101845.984375
Iteration 88Q: 45 clusters Score -1.54025e+08 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 43104 members 
Mstep: Class 4 contains 42033 members 
Mstep: Class 5 contains 7385 members 
Mstep: Class 6 contains 7238 members 
Mstep: Class 7 contains 40595 members 
Mstep: Class 8 contains 168807 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 69728 members 
Mstep: Class 12 contains 39792 members 
Mstep: Class 13 contains 7341 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 32601 members 
Mstep: Class 16 contains 16972 members 
Mstep: Class 17 contains 20353 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 83728 members 
Mstep: Class 20 contains 162197 members 
Mstep: Class 21 contains 118349 members 
Mstep: Class 22 contains 11538 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 32484 members 
Mstep: Class 25 contains 15050 members 
Mstep: Class 26 contains 2232 members 
Mstep: Class 27 contains 8156 members 
Mstep: Class 28 contains 15962 members 
Mstep: Class 29 contains 3233 members 
Mstep: Class 30 contains 163159 members 
Mstep: Class 31 contains 10296 members 
Mstep: Class 32 contains 5723 members 
Mstep: Class 33 contains 96903 members 
Mstep: Class 34 contains 11399 members 
Mstep: Class 35 contains 29079 members 
Mstep: Class 36 contains 116618 members 
Mstep: Class 37 contains 3241 members 
Mstep: Class 38 contains 4758 members 
Mstep: Class 39 contains 1606 members 
Mstep: Class 40 contains 71864 members 
Mstep: Class 41 contains 4861 members 
Mstep: Class 42 contains 1961 members 
Mstep: Class 43 contains 2342 members 
Mstep: Class 44 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026576.000000 Penalty: 101845.984375
Iteration 89Q: 45 clusters Score -1.540266e+08 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 43611 members 
Mstep: Class 4 contains 41745 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 7267 members 
Mstep: Class 7 contains 41405 members 
Mstep: Class 8 contains 168679 members 
Mstep: Class 9 contains 13765 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 68340 members 
Mstep: Class 12 contains 39681 members 
Mstep: Class 13 contains 7342 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 32578 members 
Mstep: Class 16 contains 17006 members 
Mstep: Class 17 contains 20363 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 83786 members 
Mstep: Class 20 contains 162847 members 
Mstep: Class 21 contains 118093 members 
Mstep: Class 22 contains 11524 members 
Mstep: Class 23 contains 5537 members 
Mstep: Class 24 contains 32437 members 
Mstep: Class 25 contains 15100 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 8133 members 
Mstep: Class 28 contains 15885 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 163028 members 
Mstep: Class 31 contains 10189 members 
Mstep: Class 32 contains 5746 members 
Mstep: Class 33 contains 96767 members 
Mstep: Class 34 contains 11370 members 
Mstep: Class 35 contains 29093 members 
Mstep: Class 36 contains 117471 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 4803 members 
Mstep: Class 39 contains 1607 members 
Mstep: Class 40 contains 71755 members 
Mstep: Class 41 contains 4878 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 2373 members 
Mstep: Class 44 contains 5280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154028336.000000 Penalty: 101845.984375
Iteration 90Q: 45 clusters Score -1.540283e+08 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11684 members 
Mstep: Class 3 contains 44184 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 7172 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 42196 members 
Mstep: Class 8 contains 168634 members 
Mstep: Class 9 contains 13808 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 66878 members 
Mstep: Class 12 contains 39583 members 
Mstep: Class 13 contains 7344 members 
Mstep: Class 14 contains 10196 members 
Mstep: Class 15 contains 32569 members 
Mstep: Class 16 contains 17039 members 
Mstep: Class 17 contains 20375 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 83810 members 
Mstep: Class 20 contains 163657 members 
Mstep: Class 21 contains 117843 members 
Mstep: Class 22 contains 11500 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 32398 members 
Mstep: Class 25 contains 15138 members 
Mstep: Class 26 contains 2253 members 
Mstep: Class 27 contains 8095 members 
Mstep: Class 28 contains 15807 members 
Mstep: Class 29 contains 3424 members 
Mstep: Class 30 contains 162833 members 
Mstep: Class 31 contains 10088 members 
Mstep: Class 32 contains 5777 members 
Mstep: Class 33 contains 96611 members 
Mstep: Class 34 contains 11361 members 
Mstep: Class 35 contains 29102 members 
Mstep: Class 36 contains 118216 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 4846 members 
Mstep: Class 39 contains 1609 members 
Mstep: Class 40 contains 71627 members 
Mstep: Class 41 contains 4888 members 
Mstep: Class 42 contains 1930 members 
Mstep: Class 43 contains 2401 members 
Mstep: Class 44 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154030256.000000 Penalty: 101845.984375
Iteration 91Q: 45 clusters Score -1.540303e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 44844 members 
Mstep: Class 4 contains 41295 members 
Mstep: Class 5 contains 7076 members 
Mstep: Class 6 contains 7304 members 
Mstep: Class 7 contains 42899 members 
Mstep: Class 8 contains 168611 members 
Mstep: Class 9 contains 13842 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 65315 members 
Mstep: Class 12 contains 39488 members 
Mstep: Class 13 contains 7342 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 32547 members 
Mstep: Class 16 contains 17078 members 
Mstep: Class 17 contains 20388 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 83809 members 
Mstep: Class 20 contains 164667 members 
Mstep: Class 21 contains 117642 members 
Mstep: Class 22 contains 11490 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 32375 members 
Mstep: Class 25 contains 15190 members 
Mstep: Class 26 contains 2251 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 15734 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 162633 members 
Mstep: Class 31 contains 10012 members 
Mstep: Class 32 contains 5804 members 
Mstep: Class 33 contains 96455 members 
Mstep: Class 34 contains 11360 members 
Mstep: Class 35 contains 29111 members 
Mstep: Class 36 contains 118818 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 4882 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 71402 members 
Mstep: Class 41 contains 4889 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 2430 members 
Mstep: Class 44 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154031648.000000 Penalty: 101845.984375
Iteration 92Q: 45 clusters Score -1.540316e+08 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 45630 members 
Mstep: Class 4 contains 41139 members 
Mstep: Class 5 contains 7010 members 
Mstep: Class 6 contains 7317 members 
Mstep: Class 7 contains 43540 members 
Mstep: Class 8 contains 168661 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 63667 members 
Mstep: Class 12 contains 39404 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 10214 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 17093 members 
Mstep: Class 17 contains 20400 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 83815 members 
Mstep: Class 20 contains 165790 members 
Mstep: Class 21 contains 117414 members 
Mstep: Class 22 contains 11509 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 32352 members 
Mstep: Class 25 contains 15229 members 
Mstep: Class 26 contains 2254 members 
Mstep: Class 27 contains 8004 members 
Mstep: Class 28 contains 15666 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 162303 members 
Mstep: Class 31 contains 9943 members 
Mstep: Class 32 contains 5828 members 
Mstep: Class 33 contains 96290 members 
Mstep: Class 34 contains 11351 members 
Mstep: Class 35 contains 29114 members 
Mstep: Class 36 contains 119324 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 4911 members 
Mstep: Class 39 contains 1619 members 
Mstep: Class 40 contains 71153 members 
Mstep: Class 41 contains 4885 members 
Mstep: Class 42 contains 1897 members 
Mstep: Class 43 contains 2462 members 
Mstep: Class 44 contains 4692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154033696.000000 Penalty: 101845.984375
Iteration 93Q: 45 clusters Score -1.540337e+08 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 46469 members 
Mstep: Class 4 contains 41006 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 7327 members 
Mstep: Class 7 contains 44141 members 
Mstep: Class 8 contains 168677 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 61920 members 
Mstep: Class 12 contains 39325 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 10239 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 17125 members 
Mstep: Class 17 contains 20410 members 
Mstep: Class 18 contains 1241 members 
Mstep: Class 19 contains 83794 members 
Mstep: Class 20 contains 167132 members 
Mstep: Class 21 contains 117223 members 
Mstep: Class 22 contains 11521 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 32337 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 2257 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 15620 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 162004 members 
Mstep: Class 31 contains 9895 members 
Mstep: Class 32 contains 5842 members 
Mstep: Class 33 contains 96136 members 
Mstep: Class 34 contains 11347 members 
Mstep: Class 35 contains 29111 members 
Mstep: Class 36 contains 119673 members 
Mstep: Class 37 contains 3224 members 
Mstep: Class 38 contains 4943 members 
Mstep: Class 39 contains 1624 members 
Mstep: Class 40 contains 70838 members 
Mstep: Class 41 contains 4893 members 
Mstep: Class 42 contains 1889 members 
Mstep: Class 43 contains 2480 members 
Mstep: Class 44 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154035856.000000 Penalty: 101845.984375
Iteration 94Q: 45 clusters Score -1.540359e+08 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 47442 members 
Mstep: Class 4 contains 40927 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 7335 members 
Mstep: Class 7 contains 44707 members 
Mstep: Class 8 contains 168738 members 
Mstep: Class 9 contains 13920 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 60199 members 
Mstep: Class 12 contains 39244 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 17141 members 
Mstep: Class 17 contains 20417 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 83771 members 
Mstep: Class 20 contains 168539 members 
Mstep: Class 21 contains 116998 members 
Mstep: Class 22 contains 11529 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 32321 members 
Mstep: Class 25 contains 15265 members 
Mstep: Class 26 contains 2260 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 15561 members 
Mstep: Class 29 contains 3701 members 
Mstep: Class 30 contains 161685 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 5858 members 
Mstep: Class 33 contains 95951 members 
Mstep: Class 34 contains 11351 members 
Mstep: Class 35 contains 29117 members 
Mstep: Class 36 contains 119972 members 
Mstep: Class 37 contains 3223 members 
Mstep: Class 38 contains 4964 members 
Mstep: Class 39 contains 1633 members 
Mstep: Class 40 contains 70447 members 
Mstep: Class 41 contains 4890 members 
Mstep: Class 42 contains 1886 members 
Mstep: Class 43 contains 2508 members 
Mstep: Class 44 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154037184.000000 Penalty: 101845.984375
Iteration 95Q: 45 clusters Score -1.540372e+08 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 48447 members 
Mstep: Class 4 contains 40863 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 7350 members 
Mstep: Class 7 contains 45221 members 
Mstep: Class 8 contains 168795 members 
Mstep: Class 9 contains 13947 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 58379 members 
Mstep: Class 12 contains 39158 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 10269 members 
Mstep: Class 15 contains 32539 members 
Mstep: Class 16 contains 17164 members 
Mstep: Class 17 contains 20428 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 83722 members 
Mstep: Class 20 contains 170166 members 
Mstep: Class 21 contains 116774 members 
Mstep: Class 22 contains 11553 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 32299 members 
Mstep: Class 25 contains 15273 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 7782 members 
Mstep: Class 28 contains 15521 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 161364 members 
Mstep: Class 31 contains 9780 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 95699 members 
Mstep: Class 34 contains 11341 members 
Mstep: Class 35 contains 29114 members 
Mstep: Class 36 contains 120230 members 
Mstep: Class 37 contains 3218 members 
Mstep: Class 38 contains 4978 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 70046 members 
Mstep: Class 41 contains 4886 members 
Mstep: Class 42 contains 1863 members 
Mstep: Class 43 contains 2524 members 
Mstep: Class 44 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154038096.000000 Penalty: 101845.984375
Iteration 96Q: 45 clusters Score -1.540381e+08 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 49525 members 
Mstep: Class 4 contains 40780 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 7360 members 
Mstep: Class 7 contains 45702 members 
Mstep: Class 8 contains 168876 members 
Mstep: Class 9 contains 13980 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 56619 members 
Mstep: Class 12 contains 39094 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 10294 members 
Mstep: Class 15 contains 32522 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 20436 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 83639 members 
Mstep: Class 20 contains 171906 members 
Mstep: Class 21 contains 116545 members 
Mstep: Class 22 contains 11563 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 32283 members 
Mstep: Class 25 contains 15291 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 15463 members 
Mstep: Class 29 contains 3804 members 
Mstep: Class 30 contains 160956 members 
Mstep: Class 31 contains 9742 members 
Mstep: Class 32 contains 5879 members 
Mstep: Class 33 contains 95448 members 
Mstep: Class 34 contains 11330 members 
Mstep: Class 35 contains 29105 members 
Mstep: Class 36 contains 120408 members 
Mstep: Class 37 contains 3212 members 
Mstep: Class 38 contains 4994 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 69640 members 
Mstep: Class 41 contains 4885 members 
Mstep: Class 42 contains 1846 members 
Mstep: Class 43 contains 2539 members 
Mstep: Class 44 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154039424.000000 Penalty: 101845.984375
Iteration 97Q: 45 clusters Score -1.540394e+08 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 50602 members 
Mstep: Class 4 contains 40717 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 169002 members 
Mstep: Class 9 contains 14016 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 54817 members 
Mstep: Class 12 contains 39040 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 10317 members 
Mstep: Class 15 contains 32510 members 
Mstep: Class 16 contains 17164 members 
Mstep: Class 17 contains 20436 members 
Mstep: Class 18 contains 1248 members 
Mstep: Class 19 contains 83528 members 
Mstep: Class 20 contains 173673 members 
Mstep: Class 21 contains 116357 members 
Mstep: Class 22 contains 11562 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 32272 members 
Mstep: Class 25 contains 15315 members 
Mstep: Class 26 contains 2265 members 
Mstep: Class 27 contains 7581 members 
Mstep: Class 28 contains 15454 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 160558 members 
Mstep: Class 31 contains 9719 members 
Mstep: Class 32 contains 5894 members 
Mstep: Class 33 contains 95205 members 
Mstep: Class 34 contains 11309 members 
Mstep: Class 35 contains 29109 members 
Mstep: Class 36 contains 120524 members 
Mstep: Class 37 contains 3207 members 
Mstep: Class 38 contains 5006 members 
Mstep: Class 39 contains 1639 members 
Mstep: Class 40 contains 69180 members 
Mstep: Class 41 contains 4895 members 
Mstep: Class 42 contains 1816 members 
Mstep: Class 43 contains 2553 members 
Mstep: Class 44 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154040672.000000 Penalty: 101845.984375
Iteration 98Q: 45 clusters Score -1.540407e+08 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 51698 members 
Mstep: Class 4 contains 40671 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 46557 members 
Mstep: Class 8 contains 169146 members 
Mstep: Class 9 contains 14051 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 53166 members 
Mstep: Class 12 contains 38984 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 32485 members 
Mstep: Class 16 contains 17160 members 
Mstep: Class 17 contains 20443 members 
Mstep: Class 18 contains 1253 members 
Mstep: Class 19 contains 83379 members 
Mstep: Class 20 contains 175431 members 
Mstep: Class 21 contains 116120 members 
Mstep: Class 22 contains 11567 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 32267 members 
Mstep: Class 25 contains 15340 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 15441 members 
Mstep: Class 29 contains 3892 members 
Mstep: Class 30 contains 160177 members 
Mstep: Class 31 contains 9705 members 
Mstep: Class 32 contains 5901 members 
Mstep: Class 33 contains 94994 members 
Mstep: Class 34 contains 11292 members 
Mstep: Class 35 contains 29114 members 
Mstep: Class 36 contains 120520 members 
Mstep: Class 37 contains 3200 members 
Mstep: Class 38 contains 5013 members 
Mstep: Class 39 contains 1645 members 
Mstep: Class 40 contains 68705 members 
Mstep: Class 41 contains 4907 members 
Mstep: Class 42 contains 1795 members 
Mstep: Class 43 contains 2555 members 
Mstep: Class 44 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154041952.000000 Penalty: 101845.984375
Iteration 99Q: 45 clusters Score -1.54042e+08 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 52810 members 
Mstep: Class 4 contains 40633 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 7400 members 
Mstep: Class 7 contains 46931 members 
Mstep: Class 8 contains 169219 members 
Mstep: Class 9 contains 14083 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 51645 members 
Mstep: Class 12 contains 38934 members 
Mstep: Class 13 contains 7357 members 
Mstep: Class 14 contains 10367 members 
Mstep: Class 15 contains 32479 members 
Mstep: Class 16 contains 17148 members 
Mstep: Class 17 contains 20448 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 83247 members 
Mstep: Class 20 contains 177184 members 
Mstep: Class 21 contains 115864 members 
Mstep: Class 22 contains 11587 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 32238 members 
Mstep: Class 25 contains 15352 members 
Mstep: Class 26 contains 2265 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 15421 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 159816 members 
Mstep: Class 31 contains 9702 members 
Mstep: Class 32 contains 5907 members 
Mstep: Class 33 contains 94802 members 
Mstep: Class 34 contains 11282 members 
Mstep: Class 35 contains 29123 members 
Mstep: Class 36 contains 120451 members 
Mstep: Class 37 contains 3201 members 
Mstep: Class 38 contains 5021 members 
Mstep: Class 39 contains 1650 members 
Mstep: Class 40 contains 68225 members 
Mstep: Class 41 contains 4913 members 
Mstep: Class 42 contains 1782 members 
Mstep: Class 43 contains 2560 members 
Mstep: Class 44 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154042832.000000 Penalty: 101845.984375
Iteration 100F: 45 clusters Score -1.540428e+08 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 54152 members 
Mstep: Class 4 contains 40575 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 7413 members 
Mstep: Class 7 contains 47267 members 
Mstep: Class 8 contains 169271 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 50179 members 
Mstep: Class 12 contains 38882 members 
Mstep: Class 13 contains 7354 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 32484 members 
Mstep: Class 16 contains 17111 members 
Mstep: Class 17 contains 20462 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 83126 members 
Mstep: Class 20 contains 178686 members 
Mstep: Class 21 contains 115605 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 32226 members 
Mstep: Class 25 contains 15364 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 7172 members 
Mstep: Class 28 contains 15413 members 
Mstep: Class 29 contains 3957 members 
Mstep: Class 30 contains 159568 members 
Mstep: Class 31 contains 9698 members 
Mstep: Class 32 contains 5915 members 
Mstep: Class 33 contains 94614 members 
Mstep: Class 34 contains 11274 members 
Mstep: Class 35 contains 29127 members 
Mstep: Class 36 contains 120344 members 
Mstep: Class 37 contains 3201 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 1647 members 
Mstep: Class 40 contains 67717 members 
Mstep: Class 41 contains 4915 members 
Mstep: Class 42 contains 1776 members 
Mstep: Class 43 contains 2563 members 
Mstep: Class 44 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154043632.000000 Penalty: 101845.984375
Iteration 101Q: 45 clusters Score -1.540436e+08 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11429 members 
Mstep: Class 3 contains 55604 members 
Mstep: Class 4 contains 40505 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 47588 members 
Mstep: Class 8 contains 169284 members 
Mstep: Class 9 contains 14141 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 48753 members 
Mstep: Class 12 contains 38827 members 
Mstep: Class 13 contains 7355 members 
Mstep: Class 14 contains 10403 members 
Mstep: Class 15 contains 32496 members 
Mstep: Class 16 contains 17067 members 
Mstep: Class 17 contains 20476 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 83052 members 
Mstep: Class 20 contains 180060 members 
Mstep: Class 21 contains 115348 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 32216 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 15414 members 
Mstep: Class 29 contains 3976 members 
Mstep: Class 30 contains 159341 members 
Mstep: Class 31 contains 9709 members 
Mstep: Class 32 contains 5932 members 
Mstep: Class 33 contains 94426 members 
Mstep: Class 34 contains 11261 members 
Mstep: Class 35 contains 29132 members 
Mstep: Class 36 contains 120159 members 
Mstep: Class 37 contains 3196 members 
Mstep: Class 38 contains 5036 members 
Mstep: Class 39 contains 1654 members 
Mstep: Class 40 contains 67240 members 
Mstep: Class 41 contains 4909 members 
Mstep: Class 42 contains 1765 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154044576.000000 Penalty: 101845.984375
Iteration 102Q: 45 clusters Score -1.540446e+08 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11405 members 
Mstep: Class 3 contains 57060 members 
Mstep: Class 4 contains 40426 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 47862 members 
Mstep: Class 8 contains 169234 members 
Mstep: Class 9 contains 14174 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 47437 members 
Mstep: Class 12 contains 38783 members 
Mstep: Class 13 contains 7354 members 
Mstep: Class 14 contains 10424 members 
Mstep: Class 15 contains 32494 members 
Mstep: Class 16 contains 17002 members 
Mstep: Class 17 contains 20493 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 82977 members 
Mstep: Class 20 contains 181335 members 
Mstep: Class 21 contains 115117 members 
Mstep: Class 22 contains 11607 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 32196 members 
Mstep: Class 25 contains 15387 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15418 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 159185 members 
Mstep: Class 31 contains 9706 members 
Mstep: Class 32 contains 5946 members 
Mstep: Class 33 contains 94230 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29137 members 
Mstep: Class 36 contains 119996 members 
Mstep: Class 37 contains 3192 members 
Mstep: Class 38 contains 5040 members 
Mstep: Class 39 contains 1649 members 
Mstep: Class 40 contains 66784 members 
Mstep: Class 41 contains 4911 members 
Mstep: Class 42 contains 1758 members 
Mstep: Class 43 contains 2571 members 
Mstep: Class 44 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154045712.000000 Penalty: 101845.984375
Iteration 103Q: 45 clusters Score -1.540457e+08 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 58482 members 
Mstep: Class 4 contains 40359 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 7458 members 
Mstep: Class 7 contains 48124 members 
Mstep: Class 8 contains 169170 members 
Mstep: Class 9 contains 14207 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 46156 members 
Mstep: Class 12 contains 38717 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 32511 members 
Mstep: Class 16 contains 16954 members 
Mstep: Class 17 contains 20508 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 82898 members 
Mstep: Class 20 contains 182510 members 
Mstep: Class 21 contains 114922 members 
Mstep: Class 22 contains 11622 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 32180 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 15425 members 
Mstep: Class 29 contains 4001 members 
Mstep: Class 30 contains 159062 members 
Mstep: Class 31 contains 9720 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 94103 members 
Mstep: Class 34 contains 11253 members 
Mstep: Class 35 contains 29144 members 
Mstep: Class 36 contains 119824 members 
Mstep: Class 37 contains 3188 members 
Mstep: Class 38 contains 5043 members 
Mstep: Class 39 contains 1649 members 
Mstep: Class 40 contains 66318 members 
Mstep: Class 41 contains 4912 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 2573 members 
Mstep: Class 44 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154046432.000000 Penalty: 101845.984375
Iteration 104Q: 45 clusters Score -1.540464e+08 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11353 members 
Mstep: Class 3 contains 59904 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 7468 members 
Mstep: Class 7 contains 48361 members 
Mstep: Class 8 contains 169066 members 
Mstep: Class 9 contains 14246 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 44980 members 
Mstep: Class 12 contains 38667 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 10461 members 
Mstep: Class 15 contains 32502 members 
Mstep: Class 16 contains 16911 members 
Mstep: Class 17 contains 20511 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 82795 members 
Mstep: Class 20 contains 183587 members 
Mstep: Class 21 contains 114753 members 
Mstep: Class 22 contains 11636 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 32167 members 
Mstep: Class 25 contains 15404 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 15420 members 
Mstep: Class 29 contains 4007 members 
Mstep: Class 30 contains 158963 members 
Mstep: Class 31 contains 9742 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 94023 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29151 members 
Mstep: Class 36 contains 119606 members 
Mstep: Class 37 contains 3185 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 1649 members 
Mstep: Class 40 contains 65859 members 
Mstep: Class 41 contains 4915 members 
Mstep: Class 42 contains 1755 members 
Mstep: Class 43 contains 2574 members 
Mstep: Class 44 contains 4124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047280.000000 Penalty: 101845.984375
Iteration 105Q: 45 clusters Score -1.540473e+08 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 61236 members 
Mstep: Class 4 contains 40236 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 48589 members 
Mstep: Class 8 contains 168950 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 43913 members 
Mstep: Class 12 contains 38601 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 14 contains 10472 members 
Mstep: Class 15 contains 32491 members 
Mstep: Class 16 contains 16864 members 
Mstep: Class 17 contains 20521 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 82724 members 
Mstep: Class 20 contains 184498 members 
Mstep: Class 21 contains 114608 members 
Mstep: Class 22 contains 11652 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 32154 members 
Mstep: Class 25 contains 15411 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 6323 members 
Mstep: Class 28 contains 15412 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 158911 members 
Mstep: Class 31 contains 9758 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 93980 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29151 members 
Mstep: Class 36 contains 119387 members 
Mstep: Class 37 contains 3187 members 
Mstep: Class 38 contains 5049 members 
Mstep: Class 39 contains 1650 members 
Mstep: Class 40 contains 65481 members 
Mstep: Class 41 contains 4920 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2572 members 
Mstep: Class 44 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047952.000000 Penalty: 101845.984375
Iteration 106Q: 45 clusters Score -1.54048e+08 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 62411 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 7489 members 
Mstep: Class 7 contains 48801 members 
Mstep: Class 8 contains 168865 members 
Mstep: Class 9 contains 14293 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 42919 members 
Mstep: Class 12 contains 38545 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 32482 members 
Mstep: Class 16 contains 16811 members 
Mstep: Class 17 contains 20526 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 82661 members 
Mstep: Class 20 contains 185280 members 
Mstep: Class 21 contains 114463 members 
Mstep: Class 22 contains 11669 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 32141 members 
Mstep: Class 25 contains 15415 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 6141 members 
Mstep: Class 28 contains 15415 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 158872 members 
Mstep: Class 31 contains 9768 members 
Mstep: Class 32 contains 5980 members 
Mstep: Class 33 contains 93947 members 
Mstep: Class 34 contains 11253 members 
Mstep: Class 35 contains 29154 members 
Mstep: Class 36 contains 119225 members 
Mstep: Class 37 contains 3189 members 
Mstep: Class 38 contains 5053 members 
Mstep: Class 39 contains 1650 members 
Mstep: Class 40 contains 65193 members 
Mstep: Class 41 contains 4931 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 2571 members 
Mstep: Class 44 contains 4079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154048256.000000 Penalty: 101845.984375
Iteration 107Q: 45 clusters Score -1.540483e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11306 members 
Mstep: Class 3 contains 63454 members 
Mstep: Class 4 contains 40117 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 48983 members 
Mstep: Class 8 contains 168762 members 
Mstep: Class 9 contains 14314 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 41962 members 
Mstep: Class 12 contains 38497 members 
Mstep: Class 13 contains 7361 members 
Mstep: Class 14 contains 10514 members 
Mstep: Class 15 contains 32498 members 
Mstep: Class 16 contains 16775 members 
Mstep: Class 17 contains 20532 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 82600 members 
Mstep: Class 20 contains 186112 members 
Mstep: Class 21 contains 114370 members 
Mstep: Class 22 contains 11686 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 32122 members 
Mstep: Class 25 contains 15417 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 15421 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 158727 members 
Mstep: Class 31 contains 9772 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 93944 members 
Mstep: Class 34 contains 11255 members 
Mstep: Class 35 contains 29159 members 
Mstep: Class 36 contains 119122 members 
Mstep: Class 37 contains 3189 members 
Mstep: Class 38 contains 5061 members 
Mstep: Class 39 contains 1645 members 
Mstep: Class 40 contains 64908 members 
Mstep: Class 41 contains 4935 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 2569 members 
Mstep: Class 44 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049504.000000 Penalty: 101845.984375
Iteration 108Q: 45 clusters Score -1.540495e+08 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 64392 members 
Mstep: Class 4 contains 40054 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 49154 members 
Mstep: Class 8 contains 168647 members 
Mstep: Class 9 contains 14336 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 41088 members 
Mstep: Class 12 contains 38455 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 14 contains 10543 members 
Mstep: Class 15 contains 32509 members 
Mstep: Class 16 contains 16763 members 
Mstep: Class 17 contains 20535 members 
Mstep: Class 18 contains 1258 members 
Mstep: Class 19 contains 82549 members 
Mstep: Class 20 contains 186925 members 
Mstep: Class 21 contains 114300 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 32117 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 15423 members 
Mstep: Class 29 contains 4020 members 
Mstep: Class 30 contains 158541 members 
Mstep: Class 31 contains 9785 members 
Mstep: Class 32 contains 5990 members 
Mstep: Class 33 contains 93955 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29163 members 
Mstep: Class 36 contains 119014 members 
Mstep: Class 37 contains 3185 members 
Mstep: Class 38 contains 5065 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 64652 members 
Mstep: Class 41 contains 4946 members 
Mstep: Class 42 contains 1748 members 
Mstep: Class 43 contains 2570 members 
Mstep: Class 44 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050080.000000 Penalty: 101845.984375
Iteration 109Q: 45 clusters Score -1.540501e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 65265 members 
Mstep: Class 4 contains 40008 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 49310 members 
Mstep: Class 8 contains 168550 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 40291 members 
Mstep: Class 12 contains 38405 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 10564 members 
Mstep: Class 15 contains 32515 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 17 contains 20539 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 82501 members 
Mstep: Class 20 contains 187619 members 
Mstep: Class 21 contains 114229 members 
Mstep: Class 22 contains 11693 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 32101 members 
Mstep: Class 25 contains 15409 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 15429 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 158385 members 
Mstep: Class 31 contains 9812 members 
Mstep: Class 32 contains 5994 members 
Mstep: Class 33 contains 94003 members 
Mstep: Class 34 contains 11241 members 
Mstep: Class 35 contains 29171 members 
Mstep: Class 36 contains 118925 members 
Mstep: Class 37 contains 3184 members 
Mstep: Class 38 contains 5070 members 
Mstep: Class 39 contains 1634 members 
Mstep: Class 40 contains 64435 members 
Mstep: Class 41 contains 4955 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 2570 members 
Mstep: Class 44 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050496.000000 Penalty: 101845.984375
Iteration 110Q: 45 clusters Score -1.540505e+08 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 66094 members 
Mstep: Class 4 contains 39953 members 
Mstep: Class 5 contains 6164 members 
Mstep: Class 6 contains 7552 members 
Mstep: Class 7 contains 49447 members 
Mstep: Class 8 contains 168427 members 
Mstep: Class 9 contains 14366 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 39531 members 
Mstep: Class 12 contains 38362 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 10582 members 
Mstep: Class 15 contains 32530 members 
Mstep: Class 16 contains 16728 members 
Mstep: Class 17 contains 20538 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 82474 members 
Mstep: Class 20 contains 188216 members 
Mstep: Class 21 contains 114183 members 
Mstep: Class 22 contains 11694 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 32085 members 
Mstep: Class 25 contains 15398 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 5417 members 
Mstep: Class 28 contains 15430 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 158261 members 
Mstep: Class 31 contains 9831 members 
Mstep: Class 32 contains 5997 members 
Mstep: Class 33 contains 94078 members 
Mstep: Class 34 contains 11241 members 
Mstep: Class 35 contains 29175 members 
Mstep: Class 36 contains 118857 members 
Mstep: Class 37 contains 3180 members 
Mstep: Class 38 contains 5072 members 
Mstep: Class 39 contains 1637 members 
Mstep: Class 40 contains 64225 members 
Mstep: Class 41 contains 4969 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 2570 members 
Mstep: Class 44 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051088.000000 Penalty: 101845.984375
Iteration 111Q: 45 clusters Score -1.540511e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 66834 members 
Mstep: Class 4 contains 39906 members 
Mstep: Class 5 contains 6127 members 
Mstep: Class 6 contains 7564 members 
Mstep: Class 7 contains 49550 members 
Mstep: Class 8 contains 168304 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 38866 members 
Mstep: Class 12 contains 38309 members 
Mstep: Class 13 contains 7361 members 
Mstep: Class 14 contains 10589 members 
Mstep: Class 15 contains 32541 members 
Mstep: Class 16 contains 16728 members 
Mstep: Class 17 contains 20541 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 82452 members 
Mstep: Class 20 contains 188689 members 
Mstep: Class 21 contains 114140 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 32074 members 
Mstep: Class 25 contains 15397 members 
Mstep: Class 26 contains 2273 members 
Mstep: Class 27 contains 5258 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 158202 members 
Mstep: Class 31 contains 9848 members 
Mstep: Class 32 contains 6000 members 
Mstep: Class 33 contains 94153 members 
Mstep: Class 34 contains 11238 members 
Mstep: Class 35 contains 29183 members 
Mstep: Class 36 contains 118816 members 
Mstep: Class 37 contains 3178 members 
Mstep: Class 38 contains 5074 members 
Mstep: Class 39 contains 1635 members 
Mstep: Class 40 contains 64069 members 
Mstep: Class 41 contains 4984 members 
Mstep: Class 42 contains 1750 members 
Mstep: Class 43 contains 2571 members 
Mstep: Class 44 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051296.000000 Penalty: 101845.984375
Iteration 112Q: 45 clusters Score -1.540513e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11195 members 
Mstep: Class 3 contains 67457 members 
Mstep: Class 4 contains 39870 members 
Mstep: Class 5 contains 6114 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 49663 members 
Mstep: Class 8 contains 168160 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 38281 members 
Mstep: Class 12 contains 38254 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 10593 members 
Mstep: Class 15 contains 32546 members 
Mstep: Class 16 contains 16736 members 
Mstep: Class 17 contains 20539 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 82456 members 
Mstep: Class 20 contains 189066 members 
Mstep: Class 21 contains 114117 members 
Mstep: Class 22 contains 11684 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 32061 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 5105 members 
Mstep: Class 28 contains 15425 members 
Mstep: Class 29 contains 4026 members 
Mstep: Class 30 contains 158160 members 
Mstep: Class 31 contains 9855 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94247 members 
Mstep: Class 34 contains 11240 members 
Mstep: Class 35 contains 29191 members 
Mstep: Class 36 contains 118806 members 
Mstep: Class 37 contains 3180 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 1626 members 
Mstep: Class 40 contains 63953 members 
Mstep: Class 41 contains 4995 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 2571 members 
Mstep: Class 44 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051568.000000 Penalty: 101845.984375
Iteration 113Q: 45 clusters Score -1.540516e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 11191 members 
Mstep: Class 3 contains 68016 members 
Mstep: Class 4 contains 39835 members 
Mstep: Class 5 contains 6109 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 49766 members 
Mstep: Class 8 contains 168045 members 
Mstep: Class 9 contains 14411 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 37737 members 
Mstep: Class 12 contains 38208 members 
Mstep: Class 13 contains 7371 members 
Mstep: Class 14 contains 10601 members 
Mstep: Class 15 contains 32557 members 
Mstep: Class 16 contains 16738 members 
Mstep: Class 17 contains 20533 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 82478 members 
Mstep: Class 20 contains 189338 members 
Mstep: Class 21 contains 114113 members 
Mstep: Class 22 contains 11676 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 32049 members 
Mstep: Class 25 contains 15388 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 4970 members 
Mstep: Class 28 contains 15416 members 
Mstep: Class 29 contains 4028 members 
Mstep: Class 30 contains 158156 members 
Mstep: Class 31 contains 9857 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 94327 members 
Mstep: Class 34 contains 11241 members 
Mstep: Class 35 contains 29194 members 
Mstep: Class 36 contains 118811 members 
Mstep: Class 37 contains 3184 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 63844 members 
Mstep: Class 41 contains 5005 members 
Mstep: Class 42 contains 1753 members 
Mstep: Class 43 contains 2571 members 
Mstep: Class 44 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051664.000000 Penalty: 101845.984375
Iteration 114Q: 45 clusters Score -1.540517e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11176 members 
Mstep: Class 3 contains 68493 members 
Mstep: Class 4 contains 39799 members 
Mstep: Class 5 contains 6103 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 49868 members 
Mstep: Class 8 contains 167957 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 37229 members 
Mstep: Class 12 contains 38179 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 10607 members 
Mstep: Class 15 contains 32583 members 
Mstep: Class 16 contains 16746 members 
Mstep: Class 17 contains 20518 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 82472 members 
Mstep: Class 20 contains 189530 members 
Mstep: Class 21 contains 114139 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 32044 members 
Mstep: Class 25 contains 15384 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 4853 members 
Mstep: Class 28 contains 15408 members 
Mstep: Class 29 contains 4032 members 
Mstep: Class 30 contains 158156 members 
Mstep: Class 31 contains 9857 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 94427 members 
Mstep: Class 34 contains 11243 members 
Mstep: Class 35 contains 29197 members 
Mstep: Class 36 contains 118825 members 
Mstep: Class 37 contains 3181 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 1612 members 
Mstep: Class 40 contains 63750 members 
Mstep: Class 41 contains 5011 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 2569 members 
Mstep: Class 44 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051792.000000 Penalty: 101845.984375
Iteration 115Q: 45 clusters Score -1.540518e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 68886 members 
Mstep: Class 4 contains 39759 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 49954 members 
Mstep: Class 8 contains 167864 members 
Mstep: Class 9 contains 14407 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 36765 members 
Mstep: Class 12 contains 38151 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 32608 members 
Mstep: Class 16 contains 16749 members 
Mstep: Class 17 contains 20510 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 82481 members 
Mstep: Class 20 contains 189710 members 
Mstep: Class 21 contains 114159 members 
Mstep: Class 22 contains 11671 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 32043 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 15417 members 
Mstep: Class 29 contains 4035 members 
Mstep: Class 30 contains 158149 members 
Mstep: Class 31 contains 9857 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 94524 members 
Mstep: Class 34 contains 11244 members 
Mstep: Class 35 contains 29205 members 
Mstep: Class 36 contains 118882 members 
Mstep: Class 37 contains 3182 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 1615 members 
Mstep: Class 40 contains 63676 members 
Mstep: Class 41 contains 5024 members 
Mstep: Class 42 contains 1759 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051840.000000 Penalty: 101845.984375
Iteration 116Q: 45 clusters Score -1.540518e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 69191 members 
Mstep: Class 4 contains 39729 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 50023 members 
Mstep: Class 8 contains 167832 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 36392 members 
Mstep: Class 12 contains 38129 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 10616 members 
Mstep: Class 15 contains 32611 members 
Mstep: Class 16 contains 16774 members 
Mstep: Class 17 contains 20502 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 82503 members 
Mstep: Class 20 contains 189839 members 
Mstep: Class 21 contains 114171 members 
Mstep: Class 22 contains 11664 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 32042 members 
Mstep: Class 25 contains 15376 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 4606 members 
Mstep: Class 28 contains 15424 members 
Mstep: Class 29 contains 4037 members 
Mstep: Class 30 contains 158090 members 
Mstep: Class 31 contains 9858 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 94617 members 
Mstep: Class 34 contains 11246 members 
Mstep: Class 35 contains 29217 members 
Mstep: Class 36 contains 118958 members 
Mstep: Class 37 contains 3177 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 1615 members 
Mstep: Class 40 contains 63631 members 
Mstep: Class 41 contains 5037 members 
Mstep: Class 42 contains 1758 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052448.000000 Penalty: 101845.984375
Iteration 117Q: 45 clusters Score -1.540524e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 11127 members 
Mstep: Class 3 contains 69437 members 
Mstep: Class 4 contains 39697 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 50076 members 
Mstep: Class 8 contains 167803 members 
Mstep: Class 9 contains 14404 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 36016 members 
Mstep: Class 12 contains 38116 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10627 members 
Mstep: Class 15 contains 32617 members 
Mstep: Class 16 contains 16799 members 
Mstep: Class 17 contains 20501 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 82539 members 
Mstep: Class 20 contains 189988 members 
Mstep: Class 21 contains 114169 members 
Mstep: Class 22 contains 11662 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 32038 members 
Mstep: Class 25 contains 15379 members 
Mstep: Class 26 contains 2250 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 15434 members 
Mstep: Class 29 contains 4040 members 
Mstep: Class 30 contains 157979 members 
Mstep: Class 31 contains 9846 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94709 members 
Mstep: Class 34 contains 11246 members 
Mstep: Class 35 contains 29219 members 
Mstep: Class 36 contains 119067 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 1615 members 
Mstep: Class 40 contains 63578 members 
Mstep: Class 41 contains 5057 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052336.000000 Penalty: 101845.984375
Iteration 118Q: 45 clusters Score -1.540523e+08 nChanged 2702
Entering ConstructFrom: 
Score: -154052336.000000 Penalty: 101845.984375
Entering ConstructFrom: 
Trying to split cluster 1 (9718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Entering Unmasked Estep 
Score: -994657.500000 Penalty: 1492.031982
	Iteration 0F: 2 clusters Score -994657.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -987629.750000 Penalty: 2984.063965
	Iteration 0F: 3 clusters Score -987629.8 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -990023.687500 Penalty: 2984.063965
	Iteration 1F: 3 clusters Score -990023.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -990376.062500 Penalty: 2984.063965
	Iteration 2F: 3 clusters Score -990376.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -990685.500000 Penalty: 2984.063965
	Iteration 3F: 3 clusters Score -990685.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -990966.125000 Penalty: 2984.063965
	Iteration 4F: 3 clusters Score -990966.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -991227.562500 Penalty: 2984.063965
	Iteration 5F: 3 clusters Score -991227.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -991510.687500 Penalty: 2984.063965
	Iteration 6Q: 3 clusters Score -991510.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -991811.250000 Penalty: 2984.063965
	Iteration 7F: 3 clusters Score -991811.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -992095.625000 Penalty: 2984.063965
	Iteration 8Q: 3 clusters Score -992095.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -992278.062500 Penalty: 2984.063965
	Iteration 9Q: 3 clusters Score -992278.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -992405.062500 Penalty: 2984.063965
	Iteration 10Q: 3 clusters Score -992405.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -992501.437500 Penalty: 2984.063965
	Iteration 11Q: 3 clusters Score -992501.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -992576.187500 Penalty: 2984.063965
	Iteration 12Q: 3 clusters Score -992576.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -992653.875000 Penalty: 2984.063965
	Iteration 13Q: 3 clusters Score -992653.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -992724.000000 Penalty: 2984.063965
	Iteration 14Q: 3 clusters Score -992724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -992795.250000 Penalty: 2984.063965
	Iteration 15Q: 3 clusters Score -992795.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -992876.062500 Penalty: 2984.063965
	Iteration 16Q: 3 clusters Score -992876.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -992970.500000 Penalty: 2984.063965
	Iteration 17Q: 3 clusters Score -992970.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -993064.750000 Penalty: 2984.063965
	Iteration 18Q: 3 clusters Score -993064.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -993138.875000 Penalty: 2984.063965
	Iteration 19Q: 3 clusters Score -993138.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -993207.625000 Penalty: 2984.063965
	Iteration 20F: 3 clusters Score -993207.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -993258.687500 Penalty: 2984.063965
	Iteration 21Q: 3 clusters Score -993258.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -993306.062500 Penalty: 2984.063965
	Iteration 22Q: 3 clusters Score -993306.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -993344.250000 Penalty: 2984.063965
	Iteration 23Q: 3 clusters Score -993344.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -993375.812500 Penalty: 2984.063965
	Iteration 24Q: 3 clusters Score -993375.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -993400.000000 Penalty: 2984.063965
	Iteration 25Q: 3 clusters Score -993400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -993420.687500 Penalty: 2984.063965
	Iteration 26Q: 3 clusters Score -993420.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -993443.187500 Penalty: 2984.063965
	Iteration 27Q: 3 clusters Score -993443.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -993458.687500 Penalty: 2984.063965
	Iteration 28Q: 3 clusters Score -993458.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -993468.187500 Penalty: 2984.063965
	Iteration 29Q: 3 clusters Score -993468.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -993478.375000 Penalty: 2984.063965
	Iteration 30Q: 3 clusters Score -993478.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -993485.000000 Penalty: 2984.063965
	Iteration 31Q: 3 clusters Score -993485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -993487.812500 Penalty: 2984.063965
	Iteration 32Q: 3 clusters Score -993487.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -993493.000000 Penalty: 2984.063965
	Iteration 33Q: 3 clusters Score -993493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -993500.562500 Penalty: 2984.063965
	Iteration 34Q: 3 clusters Score -993500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -993505.500000 Penalty: 2984.063965
	Iteration 35Q: 3 clusters Score -993505.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -993519.562500 Penalty: 2984.063965
	Iteration 36Q: 3 clusters Score -993519.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -993529.750000 Penalty: 2984.063965
	Iteration 37Q: 3 clusters Score -993529.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -993538.312500 Penalty: 2984.063965
	Iteration 38Q: 3 clusters Score -993538.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -993542.812500 Penalty: 2984.063965
	Iteration 39Q: 3 clusters Score -993542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -993552.250000 Penalty: 2984.063965
	Iteration 40F: 3 clusters Score -993552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -993564.375000 Penalty: 2984.063965
	Iteration 41Q: 3 clusters Score -993564.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -993574.437500 Penalty: 2984.063965
	Iteration 42Q: 3 clusters Score -993574.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -993583.000000 Penalty: 2984.063965
	Iteration 43Q: 3 clusters Score -993583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -993589.437500 Penalty: 2984.063965
	Iteration 44Q: 3 clusters Score -993589.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -993606.125000 Penalty: 2984.063965
	Iteration 45Q: 3 clusters Score -993606.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -993627.375000 Penalty: 2984.063965
	Iteration 46Q: 3 clusters Score -993627.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -993638.750000 Penalty: 2984.063965
	Iteration 47Q: 3 clusters Score -993638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -993644.125000 Penalty: 2984.063965
	Iteration 48Q: 3 clusters Score -993644.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -993653.437500 Penalty: 2984.063965
	Iteration 49Q: 3 clusters Score -993653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -993662.875000 Penalty: 2984.063965
	Iteration 50Q: 3 clusters Score -993662.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -993671.312500 Penalty: 2984.063965
	Iteration 51Q: 3 clusters Score -993671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -993682.312500 Penalty: 2984.063965
	Iteration 52Q: 3 clusters Score -993682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -993688.750000 Penalty: 2984.063965
	Iteration 53Q: 3 clusters Score -993688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -993691.750000 Penalty: 2984.063965
	Iteration 54Q: 3 clusters Score -993691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -993693.750000 Penalty: 2984.063965
	Iteration 55Q: 3 clusters Score -993693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -993696.250000 Penalty: 2984.063965
	Iteration 56Q: 3 clusters Score -993696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -993697.437500 Penalty: 2984.063965
	Iteration 57Q: 3 clusters Score -993697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -993697.437500 Penalty: 2984.063965
	Iteration 58F: 3 clusters Score -993697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Entering Unmasked Estep 
Score: -1161242.000000 Penalty: 1513.902100
	Iteration 0F: 2 clusters Score -1161242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1153345.625000 Penalty: 3027.804199
	Iteration 0F: 3 clusters Score -1153346 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1155876.750000 Penalty: 3027.804199
	Iteration 1F: 3 clusters Score -1155877 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1156196.750000 Penalty: 3027.804199
	Iteration 2F: 3 clusters Score -1156197 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1156546.625000 Penalty: 3027.804199
	Iteration 3F: 3 clusters Score -1156547 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1156986.875000 Penalty: 3027.804199
	Iteration 4F: 3 clusters Score -1156987 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1157616.625000 Penalty: 3027.804199
	Iteration 5F: 3 clusters Score -1157617 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1158275.375000 Penalty: 3027.804199
	Iteration 6F: 3 clusters Score -1158275 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1158808 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1159212.750000 Penalty: 3027.804199
	Iteration 8F: 3 clusters Score -1159213 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1159492.875000 Penalty: 3027.804199
	Iteration 9Q: 3 clusters Score -1159493 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1159680.500000 Penalty: 3027.804199
	Iteration 10Q: 3 clusters Score -1159680 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1159803.375000 Penalty: 3027.804199
	Iteration 11Q: 3 clusters Score -1159803 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1159885 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1159946.375000 Penalty: 3027.804199
	Iteration 13Q: 3 clusters Score -1159946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1159989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1160015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1160032.875000 Penalty: 3027.804199
	Iteration 16Q: 3 clusters Score -1160033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1160046 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1160055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1160073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1160084.000000 Penalty: 3027.804199
	Iteration 20F: 3 clusters Score -1160084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1160091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1160096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1160098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1160101.375000 Penalty: 3027.804199
	Iteration 24Q: 3 clusters Score -1160101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1160109.375000 Penalty: 3027.804199
	Iteration 25Q: 3 clusters Score -1160109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1160110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1160119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1160134.375000 Penalty: 3027.804199
	Iteration 28Q: 3 clusters Score -1160134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1160143.000000 Penalty: 3027.804199
	Iteration 29Q: 3 clusters Score -1160143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1160160.625000 Penalty: 3027.804199
	Iteration 30Q: 3 clusters Score -1160161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1160180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1160197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1160227.625000 Penalty: 3027.804199
	Iteration 33Q: 3 clusters Score -1160228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1160274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1160314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1160338.625000 Penalty: 3027.804199
	Iteration 36Q: 3 clusters Score -1160339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1160359.750000 Penalty: 3027.804199
	Iteration 37Q: 3 clusters Score -1160360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1160377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1160400.125000 Penalty: 3027.804199
	Iteration 39Q: 3 clusters Score -1160400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1160415.875000 Penalty: 3027.804199
	Iteration 40F: 3 clusters Score -1160416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1160429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1160444 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1160454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1160469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1160476.625000 Penalty: 3027.804199
	Iteration 45Q: 3 clusters Score -1160477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1160482.750000 Penalty: 3027.804199
	Iteration 46Q: 3 clusters Score -1160483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1160492 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1160499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1160498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1160501.375000 Penalty: 3027.804199
	Iteration 50Q: 3 clusters Score -1160501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1160504.375000 Penalty: 3027.804199
	Iteration 51Q: 3 clusters Score -1160504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1160512.750000 Penalty: 3027.804199
	Iteration 52Q: 3 clusters Score -1160513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1160518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1160521.000000 Penalty: 3027.804199
	Iteration 54Q: 3 clusters Score -1160521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1160526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1160527.625000 Penalty: 3027.804199
	Iteration 56Q: 3 clusters Score -1160528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1160531.000000 Penalty: 3027.804199
	Iteration 57Q: 3 clusters Score -1160531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1160538.000000 Penalty: 3027.804199
	Iteration 58Q: 3 clusters Score -1160538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1160539.875000 Penalty: 3027.804199
	Iteration 59Q: 3 clusters Score -1160540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1160543.750000 Penalty: 3027.804199
	Iteration 60F: 3 clusters Score -1160544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1160549.125000 Penalty: 3027.804199
	Iteration 61Q: 3 clusters Score -1160549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1160558.625000 Penalty: 3027.804199
	Iteration 62Q: 3 clusters Score -1160559 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1160566.250000 Penalty: 3027.804199
	Iteration 63Q: 3 clusters Score -1160566 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1160578.625000 Penalty: 3027.804199
	Iteration 64Q: 3 clusters Score -1160579 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1160587 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1160598.875000 Penalty: 3027.804199
	Iteration 66Q: 3 clusters Score -1160599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1160612.875000 Penalty: 3027.804199
	Iteration 67Q: 3 clusters Score -1160613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1160632.500000 Penalty: 3027.804199
	Iteration 68Q: 3 clusters Score -1160632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1160658 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1160682.250000 Penalty: 3027.804199
	Iteration 70Q: 3 clusters Score -1160682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1160709 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1160732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1160766 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1160804 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1160847 nChanged 111
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1160890 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1160938 nChanged 118
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Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1160998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1161047 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1161090 nChanged 96
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1161116 nChanged 105
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1161155 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1161194 nChanged 91
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Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1161227 nChanged 91
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1161256 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1161275 nChanged 58
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Mstep: Class 1 contains 3787 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1161288 nChanged 41
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1161292 nChanged 43
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Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1161302.875000 Penalty: 3027.804199
	Iteration 89Q: 3 clusters Score -1161303 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1161309 nChanged 27
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1161315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1161316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1161318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1161319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1161319 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1161317 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1161318 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1161320 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1161318.000000 Penalty: 3027.804199
	Iteration 99Q: 3 clusters Score -1161318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1161317.000000 Penalty: 3027.804199
	Iteration 100F: 3 clusters Score -1161317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1161316.750000 Penalty: 3027.804199
	Iteration 101Q: 3 clusters Score -1161317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1161320.000000 Penalty: 3027.804199
	Iteration 102Q: 3 clusters Score -1161320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1161320.625000 Penalty: 3027.804199
	Iteration 103Q: 3 clusters Score -1161321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1161319.250000 Penalty: 3027.804199
	Iteration 104Q: 3 clusters Score -1161319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1161320.250000 Penalty: 3027.804199
	Iteration 105Q: 3 clusters Score -1161320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1161319.000000 Penalty: 3027.804199
	Iteration 106Q: 3 clusters Score -1161319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1161318.125000 Penalty: 3027.804199
	Iteration 107Q: 3 clusters Score -1161318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1161318.500000 Penalty: 3027.804199
	Iteration 108Q: 3 clusters Score -1161318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1161318.875000 Penalty: 3027.804199
	Iteration 109Q: 3 clusters Score -1161319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1161320.500000 Penalty: 3027.804199
	Iteration 110Q: 3 clusters Score -1161320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1161321.250000 Penalty: 3027.804199
	Iteration 111Q: 3 clusters Score -1161321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1161319.000000 Penalty: 3027.804199
	Iteration 112Q: 3 clusters Score -1161319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1161319.750000 Penalty: 3027.804199
	Iteration 113Q: 3 clusters Score -1161320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1161319.750000 Penalty: 3027.804199
	Iteration 114F: 3 clusters Score -1161320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4039 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157886 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1610 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 5074 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Mstep: Class 45 contains 7079 members 
Entering Unmasked Estep 
Score: -154051520.000000 Penalty: 104160.664062
Splitting cluster 2 changes total score from -154052336.000000 to -154051520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (69660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Entering Unmasked Estep 
Score: -7300069.500000 Penalty: 1812.099487
	Iteration 0F: 2 clusters Score -7300070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -7253638.500000 Penalty: 3624.198975
	Iteration 0F: 3 clusters Score -7253638 nChanged 32770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -7272345.000000 Penalty: 3624.198975
	Iteration 1F: 3 clusters Score -7272345 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -7272999.000000 Penalty: 3624.198975
	Iteration 2Q: 3 clusters Score -7272999 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -7273756.500000 Penalty: 3624.198975
	Iteration 3Q: 3 clusters Score -7273756 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -7274709.000000 Penalty: 3624.198975
	Iteration 4Q: 3 clusters Score -7274709 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -7275926.500000 Penalty: 3624.198975
	Iteration 5Q: 3 clusters Score -7275926 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -7277568.500000 Penalty: 3624.198975
	Iteration 6Q: 3 clusters Score -7277568 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -7279737.500000 Penalty: 3624.198975
	Iteration 7F: 3 clusters Score -7279738 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -7282131.000000 Penalty: 3624.198975
	Iteration 8F: 3 clusters Score -7282131 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -7284643.500000 Penalty: 3624.198975
	Iteration 9F: 3 clusters Score -7284644 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -7287023.500000 Penalty: 3624.198975
	Iteration 10F: 3 clusters Score -7287024 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -7288999.500000 Penalty: 3624.198975
	Iteration 11Q: 3 clusters Score -7289000 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -7290561.000000 Penalty: 3624.198975
	Iteration 12Q: 3 clusters Score -7290561 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -7291802.500000 Penalty: 3624.198975
	Iteration 13Q: 3 clusters Score -7291802 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -7292786.500000 Penalty: 3624.198975
	Iteration 14Q: 3 clusters Score -7292786 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -7293689.500000 Penalty: 3624.198975
	Iteration 15Q: 3 clusters Score -7293690 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -7294458.500000 Penalty: 3624.198975
	Iteration 16Q: 3 clusters Score -7294458 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -7295196.500000 Penalty: 3624.198975
	Iteration 17Q: 3 clusters Score -7295196 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -7295831.500000 Penalty: 3624.198975
	Iteration 18Q: 3 clusters Score -7295832 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -7296286.000000 Penalty: 3624.198975
	Iteration 19Q: 3 clusters Score -7296286 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -7296691.000000 Penalty: 3624.198975
	Iteration 20F: 3 clusters Score -7296691 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -7296993.500000 Penalty: 3624.198975
	Iteration 21Q: 3 clusters Score -7296994 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7297306.500000 Penalty: 3624.198975
	Iteration 22Q: 3 clusters Score -7297306 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -7297568.000000 Penalty: 3624.198975
	Iteration 23Q: 3 clusters Score -7297568 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7297727.500000 Penalty: 3624.198975
	Iteration 24Q: 3 clusters Score -7297728 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7297856.500000 Penalty: 3624.198975
	Iteration 25Q: 3 clusters Score -7297856 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7297979.500000 Penalty: 3624.198975
	Iteration 26Q: 3 clusters Score -7297980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7298076.500000 Penalty: 3624.198975
	Iteration 27Q: 3 clusters Score -7298076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7298149.500000 Penalty: 3624.198975
	Iteration 28Q: 3 clusters Score -7298150 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -7298248.000000 Penalty: 3624.198975
	Iteration 29Q: 3 clusters Score -7298248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7298288.000000 Penalty: 3624.198975
	Iteration 30Q: 3 clusters Score -7298288 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7298332.500000 Penalty: 3624.198975
	Iteration 31Q: 3 clusters Score -7298332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7298354.500000 Penalty: 3624.198975
	Iteration 32Q: 3 clusters Score -7298354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7298410.000000 Penalty: 3624.198975
	Iteration 33Q: 3 clusters Score -7298410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7298460.000000 Penalty: 3624.198975
	Iteration 34Q: 3 clusters Score -7298460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7298482.500000 Penalty: 3624.198975
	Iteration 35Q: 3 clusters Score -7298482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7298509.000000 Penalty: 3624.198975
	Iteration 36Q: 3 clusters Score -7298509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7298543.500000 Penalty: 3624.198975
	Iteration 37Q: 3 clusters Score -7298544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7298558.000000 Penalty: 3624.198975
	Iteration 38Q: 3 clusters Score -7298558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7298575.500000 Penalty: 3624.198975
	Iteration 39Q: 3 clusters Score -7298576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7298582.000000 Penalty: 3624.198975
	Iteration 40F: 3 clusters Score -7298582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7298606.000000 Penalty: 3624.198975
	Iteration 41Q: 3 clusters Score -7298606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7298618.000000 Penalty: 3624.198975
	Iteration 42Q: 3 clusters Score -7298618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7298636.000000 Penalty: 3624.198975
	Iteration 43Q: 3 clusters Score -7298636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7298637.500000 Penalty: 3624.198975
	Iteration 44Q: 3 clusters Score -7298638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7298654.000000 Penalty: 3624.198975
	Iteration 45Q: 3 clusters Score -7298654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7298672.500000 Penalty: 3624.198975
	Iteration 46Q: 3 clusters Score -7298672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7298685.000000 Penalty: 3624.198975
	Iteration 47Q: 3 clusters Score -7298685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7298690.000000 Penalty: 3624.198975
	Iteration 48Q: 3 clusters Score -7298690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7298709.000000 Penalty: 3624.198975
	Iteration 49Q: 3 clusters Score -7298709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7298715.500000 Penalty: 3624.198975
	Iteration 50Q: 3 clusters Score -7298716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7298727.000000 Penalty: 3624.198975
	Iteration 51Q: 3 clusters Score -7298727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7298722.500000 Penalty: 3624.198975
	Iteration 52Q: 3 clusters Score -7298722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7298727.000000 Penalty: 3624.198975
	Iteration 53Q: 3 clusters Score -7298727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7298723.500000 Penalty: 3624.198975
	Iteration 54Q: 3 clusters Score -7298724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7298721.000000 Penalty: 3624.198975
	Iteration 55Q: 3 clusters Score -7298721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7298724.500000 Penalty: 3624.198975
	Iteration 56Q: 3 clusters Score -7298724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7298729.000000 Penalty: 3624.198975
	Iteration 57Q: 3 clusters Score -7298729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7298736.000000 Penalty: 3624.198975
	Iteration 58Q: 3 clusters Score -7298736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7298742.000000 Penalty: 3624.198975
	Iteration 59Q: 3 clusters Score -7298742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7298740.500000 Penalty: 3624.198975
	Iteration 60F: 3 clusters Score -7298740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7298750.500000 Penalty: 3624.198975
	Iteration 61Q: 3 clusters Score -7298750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7298754.000000 Penalty: 3624.198975
	Iteration 62Q: 3 clusters Score -7298754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7298762.500000 Penalty: 3624.198975
	Iteration 63Q: 3 clusters Score -7298762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7298761.000000 Penalty: 3624.198975
	Iteration 64Q: 3 clusters Score -7298761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7298762.500000 Penalty: 3624.198975
	Iteration 65Q: 3 clusters Score -7298762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7298759.000000 Penalty: 3624.198975
	Iteration 66Q: 3 clusters Score -7298759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7298761.000000 Penalty: 3624.198975
	Iteration 67Q: 3 clusters Score -7298761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7298757.000000 Penalty: 3624.198975
	Iteration 68Q: 3 clusters Score -7298757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7298761.500000 Penalty: 3624.198975
	Iteration 69Q: 3 clusters Score -7298762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7298761.000000 Penalty: 3624.198975
	Iteration 70Q: 3 clusters Score -7298761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7298759.500000 Penalty: 3624.198975
	Iteration 71Q: 3 clusters Score -7298760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7298754.500000 Penalty: 3624.198975
	Iteration 72Q: 3 clusters Score -7298754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7298760.500000 Penalty: 3624.198975
	Iteration 73Q: 3 clusters Score -7298760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7298759.000000 Penalty: 3624.198975
	Iteration 74Q: 3 clusters Score -7298759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7298756.000000 Penalty: 3624.198975
	Iteration 75Q: 3 clusters Score -7298756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7298755.500000 Penalty: 3624.198975
	Iteration 76Q: 3 clusters Score -7298756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7298754.000000 Penalty: 3624.198975
	Iteration 77Q: 3 clusters Score -7298754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7298754.000000 Penalty: 3624.198975
	Iteration 78F: 3 clusters Score -7298754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Entering Unmasked Estep 
Score: -4024410.250000 Penalty: 1720.602905
	Iteration 0F: 2 clusters Score -4024410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3997775.500000 Penalty: 3441.205811
	Iteration 0F: 3 clusters Score -3997776 nChanged 18476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -4008222.500000 Penalty: 3441.205811
	Iteration 1F: 3 clusters Score -4008222 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4009103.250000 Penalty: 3441.205811
	Iteration 2Q: 3 clusters Score -4009103 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4010435.750000 Penalty: 3441.205811
	Iteration 3F: 3 clusters Score -4010436 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4012272.500000 Penalty: 3441.205811
	Iteration 4F: 3 clusters Score -4012272 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -4014409.000000 Penalty: 3441.205811
	Iteration 5F: 3 clusters Score -4014409 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4016496.250000 Penalty: 3441.205811
	Iteration 6F: 3 clusters Score -4016496 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4018124.750000 Penalty: 3441.205811
	Iteration 7F: 3 clusters Score -4018125 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4019361.250000 Penalty: 3441.205811
	Iteration 8Q: 3 clusters Score -4019361 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4020272.500000 Penalty: 3441.205811
	Iteration 9Q: 3 clusters Score -4020272 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4020952.000000 Penalty: 3441.205811
	Iteration 10Q: 3 clusters Score -4020952 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -4021471.500000 Penalty: 3441.205811
	Iteration 11Q: 3 clusters Score -4021472 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4021862.250000 Penalty: 3441.205811
	Iteration 12Q: 3 clusters Score -4021862 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4022170.500000 Penalty: 3441.205811
	Iteration 13Q: 3 clusters Score -4022170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4022422.500000 Penalty: 3441.205811
	Iteration 14Q: 3 clusters Score -4022422 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4022628.750000 Penalty: 3441.205811
	Iteration 15Q: 3 clusters Score -4022629 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -4022809.750000 Penalty: 3441.205811
	Iteration 16Q: 3 clusters Score -4022810 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4022952.750000 Penalty: 3441.205811
	Iteration 17Q: 3 clusters Score -4022953 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4023071.250000 Penalty: 3441.205811
	Iteration 18Q: 3 clusters Score -4023071 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4023188.750000 Penalty: 3441.205811
	Iteration 19Q: 3 clusters Score -4023189 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4023293.250000 Penalty: 3441.205811
	Iteration 20F: 3 clusters Score -4023293 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4023422.750000 Penalty: 3441.205811
	Iteration 21Q: 3 clusters Score -4023423 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4023560.750000 Penalty: 3441.205811
	Iteration 22Q: 3 clusters Score -4023561 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4023697.750000 Penalty: 3441.205811
	Iteration 23Q: 3 clusters Score -4023698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4023821.250000 Penalty: 3441.205811
	Iteration 24Q: 3 clusters Score -4023821 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4023906.500000 Penalty: 3441.205811
	Iteration 25Q: 3 clusters Score -4023906 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4023993.000000 Penalty: 3441.205811
	Iteration 26Q: 3 clusters Score -4023993 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4024038.750000 Penalty: 3441.205811
	Iteration 27Q: 3 clusters Score -4024039 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4024078.000000 Penalty: 3441.205811
	Iteration 28Q: 3 clusters Score -4024078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4024107.750000 Penalty: 3441.205811
	Iteration 29Q: 3 clusters Score -4024108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4024120.000000 Penalty: 3441.205811
	Iteration 30Q: 3 clusters Score -4024120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4024137.500000 Penalty: 3441.205811
	Iteration 31Q: 3 clusters Score -4024138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4024138.000000 Penalty: 3441.205811
	Iteration 32Q: 3 clusters Score -4024138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4024152.000000 Penalty: 3441.205811
	Iteration 33Q: 3 clusters Score -4024152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4024158.250000 Penalty: 3441.205811
	Iteration 34Q: 3 clusters Score -4024158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4024175.500000 Penalty: 3441.205811
	Iteration 35Q: 3 clusters Score -4024176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4024186.500000 Penalty: 3441.205811
	Iteration 36Q: 3 clusters Score -4024186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4024191.750000 Penalty: 3441.205811
	Iteration 37Q: 3 clusters Score -4024192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4024195.000000 Penalty: 3441.205811
	Iteration 38Q: 3 clusters Score -4024195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4024202.500000 Penalty: 3441.205811
	Iteration 39Q: 3 clusters Score -4024202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4024208.000000 Penalty: 3441.205811
	Iteration 40F: 3 clusters Score -4024208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4024207.500000 Penalty: 3441.205811
	Iteration 41Q: 3 clusters Score -4024208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4024213.250000 Penalty: 3441.205811
	Iteration 42Q: 3 clusters Score -4024213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4024211.500000 Penalty: 3441.205811
	Iteration 43Q: 3 clusters Score -4024212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4024218.500000 Penalty: 3441.205811
	Iteration 44Q: 3 clusters Score -4024218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4024218.750000 Penalty: 3441.205811
	Iteration 45Q: 3 clusters Score -4024219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4024216.250000 Penalty: 3441.205811
	Iteration 46Q: 3 clusters Score -4024216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4024215.250000 Penalty: 3441.205811
	Iteration 47Q: 3 clusters Score -4024215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4024217.250000 Penalty: 3441.205811
	Iteration 48Q: 3 clusters Score -4024217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4024219.750000 Penalty: 3441.205811
	Iteration 49Q: 3 clusters Score -4024220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4024219.750000 Penalty: 3441.205811
	Iteration 50Q: 3 clusters Score -4024220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4024218.250000 Penalty: 3441.205811
	Iteration 51Q: 3 clusters Score -4024218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4024217.750000 Penalty: 3441.205811
	Iteration 52Q: 3 clusters Score -4024218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4024217.750000 Penalty: 3441.205811
	Iteration 53F: 3 clusters Score -4024218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -568910.000000 Penalty: 1414.022827
	Iteration 0F: 2 clusters Score -568910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -564278.187500 Penalty: 2828.045654
	Iteration 0F: 3 clusters Score -564278.2 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -565680.250000 Penalty: 2828.045654
	Iteration 1F: 3 clusters Score -565680.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -566018.187500 Penalty: 2828.045654
	Iteration 2F: 3 clusters Score -566018.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -566351.812500 Penalty: 2828.045654
	Iteration 3F: 3 clusters Score -566351.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -566652.375000 Penalty: 2828.045654
	Iteration 4F: 3 clusters Score -566652.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -566899.625000 Penalty: 2828.045654
	Iteration 5F: 3 clusters Score -566899.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -567087.312500 Penalty: 2828.045654
	Iteration 6F: 3 clusters Score -567087.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -567185.437500 Penalty: 2828.045654
	Iteration 7Q: 3 clusters Score -567185.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -567250.750000 Penalty: 2828.045654
	Iteration 8Q: 3 clusters Score -567250.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -567303.000000 Penalty: 2828.045654
	Iteration 9Q: 3 clusters Score -567303 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -567350.625000 Penalty: 2828.045654
	Iteration 10Q: 3 clusters Score -567350.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -567384.375000 Penalty: 2828.045654
	Iteration 11Q: 3 clusters Score -567384.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -567414.250000 Penalty: 2828.045654
	Iteration 12Q: 3 clusters Score -567414.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -567445.000000 Penalty: 2828.045654
	Iteration 13Q: 3 clusters Score -567445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -567472.062500 Penalty: 2828.045654
	Iteration 14Q: 3 clusters Score -567472.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -567500.062500 Penalty: 2828.045654
	Iteration 15Q: 3 clusters Score -567500.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -567534.312500 Penalty: 2828.045654
	Iteration 16Q: 3 clusters Score -567534.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -567571.562500 Penalty: 2828.045654
	Iteration 17Q: 3 clusters Score -567571.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -567608.000000 Penalty: 2828.045654
	Iteration 18Q: 3 clusters Score -567608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -567655.750000 Penalty: 2828.045654
	Iteration 19Q: 3 clusters Score -567655.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -567700.062500 Penalty: 2828.045654
	Iteration 20F: 3 clusters Score -567700.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -567754.437500 Penalty: 2828.045654
	Iteration 21Q: 3 clusters Score -567754.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -567802.437500 Penalty: 2828.045654
	Iteration 22Q: 3 clusters Score -567802.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -567846.375000 Penalty: 2828.045654
	Iteration 23Q: 3 clusters Score -567846.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -567879.687500 Penalty: 2828.045654
	Iteration 24Q: 3 clusters Score -567879.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -567910.250000 Penalty: 2828.045654
	Iteration 25Q: 3 clusters Score -567910.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -567933.125000 Penalty: 2828.045654
	Iteration 26Q: 3 clusters Score -567933.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -567954.000000 Penalty: 2828.045654
	Iteration 27Q: 3 clusters Score -567954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -567976.812500 Penalty: 2828.045654
	Iteration 28Q: 3 clusters Score -567976.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -568004.812500 Penalty: 2828.045654
	Iteration 29Q: 3 clusters Score -568004.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -568018.000000 Penalty: 2828.045654
	Iteration 30Q: 3 clusters Score -568018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -568021.500000 Penalty: 2828.045654
	Iteration 31Q: 3 clusters Score -568021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -568027.437500 Penalty: 2828.045654
	Iteration 32Q: 3 clusters Score -568027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -568030.875000 Penalty: 2828.045654
	Iteration 33Q: 3 clusters Score -568030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -568031.687500 Penalty: 2828.045654
	Iteration 34Q: 3 clusters Score -568031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -568032.812500 Penalty: 2828.045654
	Iteration 35Q: 3 clusters Score -568032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -568033.562500 Penalty: 2828.045654
	Iteration 36Q: 3 clusters Score -568033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -568035.125000 Penalty: 2828.045654
	Iteration 37Q: 3 clusters Score -568035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -568036.750000 Penalty: 2828.045654
	Iteration 38Q: 3 clusters Score -568036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -568036.500000 Penalty: 2828.045654
	Iteration 39Q: 3 clusters Score -568036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -568038.000000 Penalty: 2828.045654
	Iteration 40F: 3 clusters Score -568038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -568038.687500 Penalty: 2828.045654
	Iteration 41Q: 3 clusters Score -568038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -568042.125000 Penalty: 2828.045654
	Iteration 42Q: 3 clusters Score -568042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -568044.750000 Penalty: 2828.045654
	Iteration 43Q: 3 clusters Score -568044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -568046.437500 Penalty: 2828.045654
	Iteration 44Q: 3 clusters Score -568046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -568046.687500 Penalty: 2828.045654
	Iteration 45Q: 3 clusters Score -568046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -568046.375000 Penalty: 2828.045654
	Iteration 46Q: 3 clusters Score -568046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -568048.375000 Penalty: 2828.045654
	Iteration 47Q: 3 clusters Score -568048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -568048.375000 Penalty: 2828.045654
	Iteration 48F: 3 clusters Score -568048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -758877.875000 Penalty: 1452.618042
	Iteration 0F: 2 clusters Score -758877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -753234.000000 Penalty: 2905.236084
	Iteration 0F: 3 clusters Score -753234 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -755032.437500 Penalty: 2905.236084
	Iteration 1F: 3 clusters Score -755032.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -755261.312500 Penalty: 2905.236084
	Iteration 2F: 3 clusters Score -755261.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -755475.312500 Penalty: 2905.236084
	Iteration 3F: 3 clusters Score -755475.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -755681.500000 Penalty: 2905.236084
	Iteration 4Q: 3 clusters Score -755681.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -755907.000000 Penalty: 2905.236084
	Iteration 5Q: 3 clusters Score -755907 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -756158.687500 Penalty: 2905.236084
	Iteration 6Q: 3 clusters Score -756158.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -756413.812500 Penalty: 2905.236084
	Iteration 7Q: 3 clusters Score -756413.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -756640.062500 Penalty: 2905.236084
	Iteration 8Q: 3 clusters Score -756640.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -756839.125000 Penalty: 2905.236084
	Iteration 9Q: 3 clusters Score -756839.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -757019.250000 Penalty: 2905.236084
	Iteration 10Q: 3 clusters Score -757019.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -757152.375000 Penalty: 2905.236084
	Iteration 11Q: 3 clusters Score -757152.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -757246.625000 Penalty: 2905.236084
	Iteration 12Q: 3 clusters Score -757246.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -757329.375000 Penalty: 2905.236084
	Iteration 13Q: 3 clusters Score -757329.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -757412.250000 Penalty: 2905.236084
	Iteration 14Q: 3 clusters Score -757412.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -757492.500000 Penalty: 2905.236084
	Iteration 15Q: 3 clusters Score -757492.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -757562.875000 Penalty: 2905.236084
	Iteration 16Q: 3 clusters Score -757562.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -757637.125000 Penalty: 2905.236084
	Iteration 17Q: 3 clusters Score -757637.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -757711.625000 Penalty: 2905.236084
	Iteration 18Q: 3 clusters Score -757711.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -757785.187500 Penalty: 2905.236084
	Iteration 19Q: 3 clusters Score -757785.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -757846.500000 Penalty: 2905.236084
	Iteration 20F: 3 clusters Score -757846.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -757897.312500 Penalty: 2905.236084
	Iteration 21Q: 3 clusters Score -757897.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -757942.062500 Penalty: 2905.236084
	Iteration 22Q: 3 clusters Score -757942.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -757984.437500 Penalty: 2905.236084
	Iteration 23Q: 3 clusters Score -757984.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -758021.062500 Penalty: 2905.236084
	Iteration 24Q: 3 clusters Score -758021.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -758049.500000 Penalty: 2905.236084
	Iteration 25Q: 3 clusters Score -758049.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -758074.125000 Penalty: 2905.236084
	Iteration 26Q: 3 clusters Score -758074.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -758090.125000 Penalty: 2905.236084
	Iteration 27Q: 3 clusters Score -758090.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -758098.312500 Penalty: 2905.236084
	Iteration 28Q: 3 clusters Score -758098.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -758102.750000 Penalty: 2905.236084
	Iteration 29Q: 3 clusters Score -758102.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -758110.500000 Penalty: 2905.236084
	Iteration 30Q: 3 clusters Score -758110.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -758115.375000 Penalty: 2905.236084
	Iteration 31Q: 3 clusters Score -758115.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -758119.500000 Penalty: 2905.236084
	Iteration 32Q: 3 clusters Score -758119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -758123.187500 Penalty: 2905.236084
	Iteration 33Q: 3 clusters Score -758123.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -758127.437500 Penalty: 2905.236084
	Iteration 34Q: 3 clusters Score -758127.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -758132.937500 Penalty: 2905.236084
	Iteration 35Q: 3 clusters Score -758132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -758137.750000 Penalty: 2905.236084
	Iteration 36Q: 3 clusters Score -758137.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -758139.625000 Penalty: 2905.236084
	Iteration 37Q: 3 clusters Score -758139.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -758144.000000 Penalty: 2905.236084
	Iteration 38Q: 3 clusters Score -758144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -758150.000000 Penalty: 2905.236084
	Iteration 39Q: 3 clusters Score -758150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -758151.250000 Penalty: 2905.236084
	Iteration 40F: 3 clusters Score -758151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -758153.312500 Penalty: 2905.236084
	Iteration 41Q: 3 clusters Score -758153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -758152.375000 Penalty: 2905.236084
	Iteration 42Q: 3 clusters Score -758152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -758154.437500 Penalty: 2905.236084
	Iteration 43Q: 3 clusters Score -758154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -758153.125000 Penalty: 2905.236084
	Iteration 44Q: 3 clusters Score -758153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -758152.562500 Penalty: 2905.236084
	Iteration 45Q: 3 clusters Score -758152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -758152.562500 Penalty: 2905.236084
	Iteration 46F: 3 clusters Score -758152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Entering Unmasked Estep 
Score: -5278071.000000 Penalty: 1758.613159
	Iteration 0F: 2 clusters Score -5278071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5244679.000000 Penalty: 3517.226318
	Iteration 0F: 3 clusters Score -5244679 nChanged 23440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -5257697.000000 Penalty: 3517.226318
	Iteration 1F: 3 clusters Score -5257697 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5258223.500000 Penalty: 3517.226318
	Iteration 2Q: 3 clusters Score -5258224 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5258856.500000 Penalty: 3517.226318
	Iteration 3Q: 3 clusters Score -5258856 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -5259667.000000 Penalty: 3517.226318
	Iteration 4Q: 3 clusters Score -5259667 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5260857.000000 Penalty: 3517.226318
	Iteration 5Q: 3 clusters Score -5260857 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -5262244.000000 Penalty: 3517.226318
	Iteration 6F: 3 clusters Score -5262244 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5263691.500000 Penalty: 3517.226318
	Iteration 7F: 3 clusters Score -5263692 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -5265122.000000 Penalty: 3517.226318
	Iteration 8F: 3 clusters Score -5265122 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -5266473.500000 Penalty: 3517.226318
	Iteration 9F: 3 clusters Score -5266474 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5267867.000000 Penalty: 3517.226318
	Iteration 10Q: 3 clusters Score -5267867 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5269431.500000 Penalty: 3517.226318
	Iteration 11Q: 3 clusters Score -5269432 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -5271045.000000 Penalty: 3517.226318
	Iteration 12Q: 3 clusters Score -5271045 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5272587.500000 Penalty: 3517.226318
	Iteration 13Q: 3 clusters Score -5272588 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -5273989.000000 Penalty: 3517.226318
	Iteration 14Q: 3 clusters Score -5273989 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5274995.000000 Penalty: 3517.226318
	Iteration 15Q: 3 clusters Score -5274995 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -5275661.500000 Penalty: 3517.226318
	Iteration 16Q: 3 clusters Score -5275662 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -5276066.500000 Penalty: 3517.226318
	Iteration 17Q: 3 clusters Score -5276066 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -5276255.000000 Penalty: 3517.226318
	Iteration 18Q: 3 clusters Score -5276255 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -5276354.000000 Penalty: 3517.226318
	Iteration 19Q: 3 clusters Score -5276354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -5276402.000000 Penalty: 3517.226318
	Iteration 20F: 3 clusters Score -5276402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -5276440.500000 Penalty: 3517.226318
	Iteration 21Q: 3 clusters Score -5276440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -5276488.500000 Penalty: 3517.226318
	Iteration 22Q: 3 clusters Score -5276488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -5276518.000000 Penalty: 3517.226318
	Iteration 23Q: 3 clusters Score -5276518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -5276536.000000 Penalty: 3517.226318
	Iteration 24Q: 3 clusters Score -5276536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -5276544.500000 Penalty: 3517.226318
	Iteration 25Q: 3 clusters Score -5276544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -5276548.500000 Penalty: 3517.226318
	Iteration 26Q: 3 clusters Score -5276548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -5276547.500000 Penalty: 3517.226318
	Iteration 27Q: 3 clusters Score -5276548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -5276555.500000 Penalty: 3517.226318
	Iteration 28Q: 3 clusters Score -5276556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -5276559.000000 Penalty: 3517.226318
	Iteration 29Q: 3 clusters Score -5276559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5276563.000000 Penalty: 3517.226318
	Iteration 30Q: 3 clusters Score -5276563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -5276568.500000 Penalty: 3517.226318
	Iteration 31Q: 3 clusters Score -5276568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -5276566.000000 Penalty: 3517.226318
	Iteration 32Q: 3 clusters Score -5276566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -5276566.000000 Penalty: 3517.226318
	Iteration 33F: 3 clusters Score -5276566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Entering Unmasked Estep 
Score: -17616672.000000 Penalty: 1954.952148
	Iteration 0F: 2 clusters Score -1.761667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -17518660.000000 Penalty: 3909.904297
	Iteration 0F: 3 clusters Score -1.751866e+07 nChanged 81186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -17566324.000000 Penalty: 3909.904297
	Iteration 1F: 3 clusters Score -1.756632e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -17567348.000000 Penalty: 3909.904297
	Iteration 2Q: 3 clusters Score -1.756735e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -17568700.000000 Penalty: 3909.904297
	Iteration 3Q: 3 clusters Score -1.75687e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -17570904.000000 Penalty: 3909.904297
	Iteration 4Q: 3 clusters Score -1.75709e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -17574548.000000 Penalty: 3909.904297
	Iteration 5Q: 3 clusters Score -1.757455e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -17580234.000000 Penalty: 3909.904297
	Iteration 6F: 3 clusters Score -1.758023e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -17587910.000000 Penalty: 3909.904297
	Iteration 7F: 3 clusters Score -1.758791e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -17596686.000000 Penalty: 3909.904297
	Iteration 8F: 3 clusters Score -1.759669e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -17602772.000000 Penalty: 3909.904297
	Iteration 9F: 3 clusters Score -1.760277e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110107 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -17605660.000000 Penalty: 3909.904297
	Iteration 10Q: 3 clusters Score -1.760566e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -17606504.000000 Penalty: 3909.904297
	Iteration 11Q: 3 clusters Score -1.76065e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109844 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -17606816.000000 Penalty: 3909.904297
	Iteration 12Q: 3 clusters Score -1.760682e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -17607248.000000 Penalty: 3909.904297
	Iteration 13Q: 3 clusters Score -1.760725e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -17607516.000000 Penalty: 3909.904297
	Iteration 14Q: 3 clusters Score -1.760752e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -17607772.000000 Penalty: 3909.904297
	Iteration 15Q: 3 clusters Score -1.760777e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -17608030.000000 Penalty: 3909.904297
	Iteration 16Q: 3 clusters Score -1.760803e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -17608308.000000 Penalty: 3909.904297
	Iteration 17Q: 3 clusters Score -1.760831e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -17608600.000000 Penalty: 3909.904297
	Iteration 18Q: 3 clusters Score -1.76086e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -17608944.000000 Penalty: 3909.904297
	Iteration 19Q: 3 clusters Score -1.760894e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -17609210.000000 Penalty: 3909.904297
	Iteration 20F: 3 clusters Score -1.760921e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107187 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -17609522.000000 Penalty: 3909.904297
	Iteration 21Q: 3 clusters Score -1.760952e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106865 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -17609804.000000 Penalty: 3909.904297
	Iteration 22Q: 3 clusters Score -1.76098e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -17610132.000000 Penalty: 3909.904297
	Iteration 23Q: 3 clusters Score -1.761013e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -17610460.000000 Penalty: 3909.904297
	Iteration 24Q: 3 clusters Score -1.761046e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105565 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -17610762.000000 Penalty: 3909.904297
	Iteration 25Q: 3 clusters Score -1.761076e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -17611056.000000 Penalty: 3909.904297
	Iteration 26Q: 3 clusters Score -1.761106e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -17611312.000000 Penalty: 3909.904297
	Iteration 27Q: 3 clusters Score -1.761131e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -17611586.000000 Penalty: 3909.904297
	Iteration 28Q: 3 clusters Score -1.761159e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -17611928.000000 Penalty: 3909.904297
	Iteration 29Q: 3 clusters Score -1.761193e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -17612174.000000 Penalty: 3909.904297
	Iteration 30Q: 3 clusters Score -1.761217e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -17612532.000000 Penalty: 3909.904297
	Iteration 31Q: 3 clusters Score -1.761253e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -17612754.000000 Penalty: 3909.904297
	Iteration 32Q: 3 clusters Score -1.761275e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -17612982.000000 Penalty: 3909.904297
	Iteration 33Q: 3 clusters Score -1.761298e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -17613196.000000 Penalty: 3909.904297
	Iteration 34Q: 3 clusters Score -1.76132e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -17613370.000000 Penalty: 3909.904297
	Iteration 35Q: 3 clusters Score -1.761337e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -17613388.000000 Penalty: 3909.904297
	Iteration 36Q: 3 clusters Score -1.761339e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -17613510.000000 Penalty: 3909.904297
	Iteration 37Q: 3 clusters Score -1.761351e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -17613538.000000 Penalty: 3909.904297
	Iteration 38Q: 3 clusters Score -1.761354e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -17613608.000000 Penalty: 3909.904297
	Iteration 39Q: 3 clusters Score -1.761361e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -17613650.000000 Penalty: 3909.904297
	Iteration 40F: 3 clusters Score -1.761365e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -17613802.000000 Penalty: 3909.904297
	Iteration 41Q: 3 clusters Score -1.76138e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 70658 members 
Entering Unmasked Estep 
Score: -17613878.000000 Penalty: 3909.904297
	Iteration 42Q: 3 clusters Score -1.761388e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -17613944.000000 Penalty: 3909.904297
	Iteration 43Q: 3 clusters Score -1.761394e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -17613942.000000 Penalty: 3909.904297
	Iteration 44Q: 3 clusters Score -1.761394e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -17614014.000000 Penalty: 3909.904297
	Iteration 45Q: 3 clusters Score -1.761401e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -17613998.000000 Penalty: 3909.904297
	Iteration 46Q: 3 clusters Score -1.7614e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -17614052.000000 Penalty: 3909.904297
	Iteration 47Q: 3 clusters Score -1.761405e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -17614078.000000 Penalty: 3909.904297
	Iteration 48Q: 3 clusters Score -1.761408e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -17614156.000000 Penalty: 3909.904297
	Iteration 49Q: 3 clusters Score -1.761416e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -17614168.000000 Penalty: 3909.904297
	Iteration 50Q: 3 clusters Score -1.761417e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -17614194.000000 Penalty: 3909.904297
	Iteration 51Q: 3 clusters Score -1.761419e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -17614234.000000 Penalty: 3909.904297
	Iteration 52Q: 3 clusters Score -1.761423e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -17614226.000000 Penalty: 3909.904297
	Iteration 53Q: 3 clusters Score -1.761423e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -17614292.000000 Penalty: 3909.904297
	Iteration 54Q: 3 clusters Score -1.761429e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -17614302.000000 Penalty: 3909.904297
	Iteration 55Q: 3 clusters Score -1.76143e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -17614336.000000 Penalty: 3909.904297
	Iteration 56Q: 3 clusters Score -1.761434e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -17614416.000000 Penalty: 3909.904297
	Iteration 57Q: 3 clusters Score -1.761442e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -17614364.000000 Penalty: 3909.904297
	Iteration 58Q: 3 clusters Score -1.761436e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -17614382.000000 Penalty: 3909.904297
	Iteration 59Q: 3 clusters Score -1.761438e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -17614428.000000 Penalty: 3909.904297
	Iteration 60F: 3 clusters Score -1.761443e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -17614430.000000 Penalty: 3909.904297
	Iteration 61Q: 3 clusters Score -1.761443e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -17614484.000000 Penalty: 3909.904297
	Iteration 62Q: 3 clusters Score -1.761448e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -17614504.000000 Penalty: 3909.904297
	Iteration 63Q: 3 clusters Score -1.76145e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -17614522.000000 Penalty: 3909.904297
	Iteration 64Q: 3 clusters Score -1.761452e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -17614494.000000 Penalty: 3909.904297
	Iteration 65Q: 3 clusters Score -1.761449e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -17614576.000000 Penalty: 3909.904297
	Iteration 66Q: 3 clusters Score -1.761458e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -17614582.000000 Penalty: 3909.904297
	Iteration 67Q: 3 clusters Score -1.761458e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -17614580.000000 Penalty: 3909.904297
	Iteration 68Q: 3 clusters Score -1.761458e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -17614592.000000 Penalty: 3909.904297
	Iteration 69Q: 3 clusters Score -1.761459e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -17614580.000000 Penalty: 3909.904297
	Iteration 70Q: 3 clusters Score -1.761458e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -17614610.000000 Penalty: 3909.904297
	Iteration 71Q: 3 clusters Score -1.761461e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -17614602.000000 Penalty: 3909.904297
	Iteration 72Q: 3 clusters Score -1.76146e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -17614612.000000 Penalty: 3909.904297
	Iteration 73Q: 3 clusters Score -1.761461e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -17614592.000000 Penalty: 3909.904297
	Iteration 74Q: 3 clusters Score -1.761459e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -17614654.000000 Penalty: 3909.904297
	Iteration 75Q: 3 clusters Score -1.761465e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -17614650.000000 Penalty: 3909.904297
	Iteration 76Q: 3 clusters Score -1.761465e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -17614710.000000 Penalty: 3909.904297
	Iteration 77Q: 3 clusters Score -1.761471e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -17614678.000000 Penalty: 3909.904297
	Iteration 78Q: 3 clusters Score -1.761468e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -17614686.000000 Penalty: 3909.904297
	Iteration 79Q: 3 clusters Score -1.761469e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -17614684.000000 Penalty: 3909.904297
	Iteration 80F: 3 clusters Score -1.761468e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -17614690.000000 Penalty: 3909.904297
	Iteration 81Q: 3 clusters Score -1.761469e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -17614708.000000 Penalty: 3909.904297
	Iteration 82Q: 3 clusters Score -1.761471e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -17614716.000000 Penalty: 3909.904297
	Iteration 83Q: 3 clusters Score -1.761472e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -17614782.000000 Penalty: 3909.904297
	Iteration 84Q: 3 clusters Score -1.761478e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -17614768.000000 Penalty: 3909.904297
	Iteration 85Q: 3 clusters Score -1.761477e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -17614762.000000 Penalty: 3909.904297
	Iteration 86Q: 3 clusters Score -1.761476e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -17614792.000000 Penalty: 3909.904297
	Iteration 87Q: 3 clusters Score -1.761479e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -17614796.000000 Penalty: 3909.904297
	Iteration 88Q: 3 clusters Score -1.76148e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -17614820.000000 Penalty: 3909.904297
	Iteration 89Q: 3 clusters Score -1.761482e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -17614814.000000 Penalty: 3909.904297
	Iteration 90Q: 3 clusters Score -1.761481e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -17614840.000000 Penalty: 3909.904297
	Iteration 91Q: 3 clusters Score -1.761484e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -17614812.000000 Penalty: 3909.904297
	Iteration 92Q: 3 clusters Score -1.761481e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -17614860.000000 Penalty: 3909.904297
	Iteration 93Q: 3 clusters Score -1.761486e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -17614832.000000 Penalty: 3909.904297
	Iteration 94Q: 3 clusters Score -1.761483e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -17614834.000000 Penalty: 3909.904297
	Iteration 95Q: 3 clusters Score -1.761483e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -17614878.000000 Penalty: 3909.904297
	Iteration 96Q: 3 clusters Score -1.761488e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -17614942.000000 Penalty: 3909.904297
	Iteration 97Q: 3 clusters Score -1.761494e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -17614906.000000 Penalty: 3909.904297
	Iteration 98Q: 3 clusters Score -1.761491e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -17614948.000000 Penalty: 3909.904297
	Iteration 99Q: 3 clusters Score -1.761495e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -17614970.000000 Penalty: 3909.904297
	Iteration 100F: 3 clusters Score -1.761497e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -17615006.000000 Penalty: 3909.904297
	Iteration 101Q: 3 clusters Score -1.761501e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -17615056.000000 Penalty: 3909.904297
	Iteration 102Q: 3 clusters Score -1.761506e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 93167 members 
Entering Unmasked Estep 
Score: -17615164.000000 Penalty: 3909.904297
	Iteration 103Q: 3 clusters Score -1.761516e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -17615176.000000 Penalty: 3909.904297
	Iteration 104Q: 3 clusters Score -1.761518e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -17615200.000000 Penalty: 3909.904297
	Iteration 105Q: 3 clusters Score -1.76152e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -17615248.000000 Penalty: 3909.904297
	Iteration 106Q: 3 clusters Score -1.761525e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -17615202.000000 Penalty: 3909.904297
	Iteration 107Q: 3 clusters Score -1.76152e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -17615236.000000 Penalty: 3909.904297
	Iteration 108Q: 3 clusters Score -1.761524e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -17615320.000000 Penalty: 3909.904297
	Iteration 109Q: 3 clusters Score -1.761532e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -17615366.000000 Penalty: 3909.904297
	Iteration 110Q: 3 clusters Score -1.761537e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -17615450.000000 Penalty: 3909.904297
	Iteration 111Q: 3 clusters Score -1.761545e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -17615654.000000 Penalty: 3909.904297
	Iteration 112Q: 3 clusters Score -1.761565e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -17615764.000000 Penalty: 3909.904297
	Iteration 113Q: 3 clusters Score -1.761576e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -17615972.000000 Penalty: 3909.904297
	Iteration 114Q: 3 clusters Score -1.761597e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -17616192.000000 Penalty: 3909.904297
	Iteration 115Q: 3 clusters Score -1.761619e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -17616336.000000 Penalty: 3909.904297
	Iteration 116Q: 3 clusters Score -1.761634e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -17616592.000000 Penalty: 3909.904297
	Iteration 117Q: 3 clusters Score -1.761659e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 116971 members 
Entering Unmasked Estep 
Score: -17617014.000000 Penalty: 3909.904297
	Iteration 118Q: 3 clusters Score -1.761701e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -17617458.000000 Penalty: 3909.904297
	Iteration 119Q: 3 clusters Score -1.761746e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -17617684.000000 Penalty: 3909.904297
	Iteration 120F: 3 clusters Score -1.761768e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -17617950.000000 Penalty: 3909.904297
	Iteration 121Q: 3 clusters Score -1.761795e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -17618334.000000 Penalty: 3909.904297
	Iteration 122Q: 3 clusters Score -1.761833e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 129445 members 
Entering Unmasked Estep 
Score: -17618868.000000 Penalty: 3909.904297
	Iteration 123Q: 3 clusters Score -1.761887e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 132071 members 
Entering Unmasked Estep 
Score: -17619318.000000 Penalty: 3909.904297
	Iteration 124Q: 3 clusters Score -1.761932e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -17619912.000000 Penalty: 3909.904297
	Iteration 125Q: 3 clusters Score -1.761991e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -17620536.000000 Penalty: 3909.904297
	Iteration 126Q: 3 clusters Score -1.762054e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -17620944.000000 Penalty: 3909.904297
	Iteration 127Q: 3 clusters Score -1.762094e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -17621338.000000 Penalty: 3909.904297
	Iteration 128Q: 3 clusters Score -1.762134e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -17621440.000000 Penalty: 3909.904297
	Iteration 129Q: 3 clusters Score -1.762144e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 146852 members 
Entering Unmasked Estep 
Score: -17621488.000000 Penalty: 3909.904297
	Iteration 130Q: 3 clusters Score -1.762149e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 149089 members 
Entering Unmasked Estep 
Score: -17621212.000000 Penalty: 3909.904297
	Iteration 131Q: 3 clusters Score -1.762121e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -17620864.000000 Penalty: 3909.904297
	Iteration 132Q: 3 clusters Score -1.762086e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 153436 members 
Entering Unmasked Estep 
Score: -17620198.000000 Penalty: 3909.904297
	Iteration 133Q: 3 clusters Score -1.76202e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 155449 members 
Entering Unmasked Estep 
Score: -17619494.000000 Penalty: 3909.904297
	Iteration 134Q: 3 clusters Score -1.761949e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -17618934.000000 Penalty: 3909.904297
	Iteration 135Q: 3 clusters Score -1.761893e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 158632 members 
Entering Unmasked Estep 
Score: -17618488.000000 Penalty: 3909.904297
	Iteration 136Q: 3 clusters Score -1.761849e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 159829 members 
Entering Unmasked Estep 
Score: -17618122.000000 Penalty: 3909.904297
	Iteration 137Q: 3 clusters Score -1.761812e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -17617834.000000 Penalty: 3909.904297
	Iteration 138Q: 3 clusters Score -1.761783e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -17617534.000000 Penalty: 3909.904297
	Iteration 139Q: 3 clusters Score -1.761753e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -17617608.000000 Penalty: 3909.904297
	Iteration 140F: 3 clusters Score -1.761761e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -17617344.000000 Penalty: 3909.904297
	Iteration 141Q: 3 clusters Score -1.761734e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 163527 members 
Entering Unmasked Estep 
Score: -17617102.000000 Penalty: 3909.904297
	Iteration 142Q: 3 clusters Score -1.76171e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -17616952.000000 Penalty: 3909.904297
	Iteration 143Q: 3 clusters Score -1.761695e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -17616788.000000 Penalty: 3909.904297
	Iteration 144Q: 3 clusters Score -1.761679e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 164746 members 
Entering Unmasked Estep 
Score: -17616562.000000 Penalty: 3909.904297
	Iteration 145Q: 3 clusters Score -1.761656e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -17616436.000000 Penalty: 3909.904297
	Iteration 146Q: 3 clusters Score -1.761644e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 165239 members 
Entering Unmasked Estep 
Score: -17616372.000000 Penalty: 3909.904297
	Iteration 147Q: 3 clusters Score -1.761637e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 165433 members 
Entering Unmasked Estep 
Score: -17616288.000000 Penalty: 3909.904297
	Iteration 148Q: 3 clusters Score -1.761629e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -17616216.000000 Penalty: 3909.904297
	Iteration 149Q: 3 clusters Score -1.761622e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 165704 members 
Entering Unmasked Estep 
Score: -17616184.000000 Penalty: 3909.904297
	Iteration 150Q: 3 clusters Score -1.761618e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -17616180.000000 Penalty: 3909.904297
	Iteration 151Q: 3 clusters Score -1.761618e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -17616146.000000 Penalty: 3909.904297
	Iteration 152Q: 3 clusters Score -1.761615e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 165995 members 
Entering Unmasked Estep 
Score: -17616128.000000 Penalty: 3909.904297
	Iteration 153Q: 3 clusters Score -1.761613e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -17616112.000000 Penalty: 3909.904297
	Iteration 154Q: 3 clusters Score -1.761611e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -17616084.000000 Penalty: 3909.904297
	Iteration 155Q: 3 clusters Score -1.761608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 166197 members 
Entering Unmasked Estep 
Score: -17616056.000000 Penalty: 3909.904297
	Iteration 156Q: 3 clusters Score -1.761606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 166248 members 
Entering Unmasked Estep 
Score: -17616040.000000 Penalty: 3909.904297
	Iteration 157Q: 3 clusters Score -1.761604e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 166299 members 
Entering Unmasked Estep 
Score: -17616048.000000 Penalty: 3909.904297
	Iteration 158Q: 3 clusters Score -1.761605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -17616014.000000 Penalty: 3909.904297
	Iteration 159Q: 3 clusters Score -1.761601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -17615988.000000 Penalty: 3909.904297
	Iteration 160F: 3 clusters Score -1.761599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 166394 members 
Entering Unmasked Estep 
Score: -17615974.000000 Penalty: 3909.904297
	Iteration 161Q: 3 clusters Score -1.761597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -17615964.000000 Penalty: 3909.904297
	Iteration 162Q: 3 clusters Score -1.761596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 166446 members 
Entering Unmasked Estep 
Score: -17615964.000000 Penalty: 3909.904297
	Iteration 163Q: 3 clusters Score -1.761596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 166465 members 
Entering Unmasked Estep 
Score: -17615944.000000 Penalty: 3909.904297
	Iteration 164Q: 3 clusters Score -1.761594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -17615938.000000 Penalty: 3909.904297
	Iteration 165Q: 3 clusters Score -1.761594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -17615952.000000 Penalty: 3909.904297
	Iteration 166Q: 3 clusters Score -1.761595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 166503 members 
Entering Unmasked Estep 
Score: -17615946.000000 Penalty: 3909.904297
	Iteration 167Q: 3 clusters Score -1.761595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -17615942.000000 Penalty: 3909.904297
	Iteration 168Q: 3 clusters Score -1.761594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 166516 members 
Entering Unmasked Estep 
Score: -17615936.000000 Penalty: 3909.904297
	Iteration 169Q: 3 clusters Score -1.761594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 166520 members 
Entering Unmasked Estep 
Score: -17615930.000000 Penalty: 3909.904297
	Iteration 170Q: 3 clusters Score -1.761593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 166523 members 
Entering Unmasked Estep 
Score: -17615938.000000 Penalty: 3909.904297
	Iteration 171Q: 3 clusters Score -1.761594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -17615940.000000 Penalty: 3909.904297
	Iteration 172Q: 3 clusters Score -1.761594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 166530 members 
Entering Unmasked Estep 
Score: -17615932.000000 Penalty: 3909.904297
	Iteration 173Q: 3 clusters Score -1.761593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 166537 members 
Entering Unmasked Estep 
Score: -17615922.000000 Penalty: 3909.904297
	Iteration 174Q: 3 clusters Score -1.761592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -17615910.000000 Penalty: 3909.904297
	Iteration 175Q: 3 clusters Score -1.761591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 166562 members 
Entering Unmasked Estep 
Score: -17615912.000000 Penalty: 3909.904297
	Iteration 176Q: 3 clusters Score -1.761591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 166572 members 
Entering Unmasked Estep 
Score: -17615892.000000 Penalty: 3909.904297
	Iteration 177Q: 3 clusters Score -1.761589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -17615886.000000 Penalty: 3909.904297
	Iteration 178Q: 3 clusters Score -1.761589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -17615886.000000 Penalty: 3909.904297
	Iteration 179Q: 3 clusters Score -1.761589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 166589 members 
Entering Unmasked Estep 
Score: -17615876.000000 Penalty: 3909.904297
	Iteration 180F: 3 clusters Score -1.761588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 166591 members 
Entering Unmasked Estep 
Score: -17615872.000000 Penalty: 3909.904297
	Iteration 181Q: 3 clusters Score -1.761587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -17615878.000000 Penalty: 3909.904297
	Iteration 182Q: 3 clusters Score -1.761588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 166604 members 
Entering Unmasked Estep 
Score: -17615872.000000 Penalty: 3909.904297
	Iteration 183Q: 3 clusters Score -1.761587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -17615868.000000 Penalty: 3909.904297
	Iteration 184Q: 3 clusters Score -1.761587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -17615860.000000 Penalty: 3909.904297
	Iteration 185Q: 3 clusters Score -1.761586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -17615868.000000 Penalty: 3909.904297
	Iteration 186Q: 3 clusters Score -1.761587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -17615874.000000 Penalty: 3909.904297
	Iteration 187Q: 3 clusters Score -1.761587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -17615854.000000 Penalty: 3909.904297
	Iteration 188Q: 3 clusters Score -1.761585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -17615856.000000 Penalty: 3909.904297
	Iteration 189Q: 3 clusters Score -1.761586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -17615838.000000 Penalty: 3909.904297
	Iteration 190Q: 3 clusters Score -1.761584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -17615842.000000 Penalty: 3909.904297
	Iteration 191Q: 3 clusters Score -1.761584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -17615836.000000 Penalty: 3909.904297
	Iteration 192Q: 3 clusters Score -1.761584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -17615824.000000 Penalty: 3909.904297
	Iteration 193Q: 3 clusters Score -1.761582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -17615816.000000 Penalty: 3909.904297
	Iteration 194Q: 3 clusters Score -1.761582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -17615820.000000 Penalty: 3909.904297
	Iteration 195Q: 3 clusters Score -1.761582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -17615826.000000 Penalty: 3909.904297
	Iteration 196Q: 3 clusters Score -1.761583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -17615838.000000 Penalty: 3909.904297
	Iteration 197Q: 3 clusters Score -1.761584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 166688 members 
Entering Unmasked Estep 
Score: -17615830.000000 Penalty: 3909.904297
	Iteration 198Q: 3 clusters Score -1.761583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -17615830.000000 Penalty: 3909.904297
	Iteration 199Q: 3 clusters Score -1.761583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -17615822.000000 Penalty: 3909.904297
	Iteration 200F: 3 clusters Score -1.761582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 166702 members 
Entering Unmasked Estep 
Score: -17615830.000000 Penalty: 3909.904297
	Iteration 201Q: 3 clusters Score -1.761583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -17615822.000000 Penalty: 3909.904297
	Iteration 202Q: 3 clusters Score -1.761582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -17615816.000000 Penalty: 3909.904297
	Iteration 203Q: 3 clusters Score -1.761582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 166706 members 
Entering Unmasked Estep 
Score: -17615810.000000 Penalty: 3909.904297
	Iteration 204Q: 3 clusters Score -1.761581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 166709 members 
Entering Unmasked Estep 
Score: -17615810.000000 Penalty: 3909.904297
	Iteration 205Q: 3 clusters Score -1.761581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 166712 members 
Entering Unmasked Estep 
Score: -17615810.000000 Penalty: 3909.904297
	Iteration 206Q: 3 clusters Score -1.761581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -17615812.000000 Penalty: 3909.904297
	Iteration 207Q: 3 clusters Score -1.761581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 166715 members 
Entering Unmasked Estep 
Score: -17615810.000000 Penalty: 3909.904297
	Iteration 208Q: 3 clusters Score -1.761581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -17615810.000000 Penalty: 3909.904297
	Iteration 209Q: 3 clusters Score -1.761581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 166722 members 
Entering Unmasked Estep 
Score: -17615822.000000 Penalty: 3909.904297
	Iteration 210Q: 3 clusters Score -1.761582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 166727 members 
Entering Unmasked Estep 
Score: -17615810.000000 Penalty: 3909.904297
	Iteration 211Q: 3 clusters Score -1.761581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -17615814.000000 Penalty: 3909.904297
	Iteration 212Q: 3 clusters Score -1.761581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -17615802.000000 Penalty: 3909.904297
	Iteration 213Q: 3 clusters Score -1.76158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -17615812.000000 Penalty: 3909.904297
	Iteration 214Q: 3 clusters Score -1.761581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -17615804.000000 Penalty: 3909.904297
	Iteration 215Q: 3 clusters Score -1.76158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -17615804.000000 Penalty: 3909.904297
	Iteration 216Q: 3 clusters Score -1.76158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -17615796.000000 Penalty: 3909.904297
	Iteration 217Q: 3 clusters Score -1.76158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 166735 members 
Entering Unmasked Estep 
Score: -17615790.000000 Penalty: 3909.904297
	Iteration 218Q: 3 clusters Score -1.761579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -17615786.000000 Penalty: 3909.904297
	Iteration 219Q: 3 clusters Score -1.761579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -17615788.000000 Penalty: 3909.904297
	Iteration 220F: 3 clusters Score -1.761579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -17615790.000000 Penalty: 3909.904297
	Iteration 221Q: 3 clusters Score -1.761579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -17615786.000000 Penalty: 3909.904297
	Iteration 222Q: 3 clusters Score -1.761579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -17615778.000000 Penalty: 3909.904297
	Iteration 223Q: 3 clusters Score -1.761578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -17615784.000000 Penalty: 3909.904297
	Iteration 224Q: 3 clusters Score -1.761578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -17615794.000000 Penalty: 3909.904297
	Iteration 225Q: 3 clusters Score -1.761579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -17615788.000000 Penalty: 3909.904297
	Iteration 226Q: 3 clusters Score -1.761579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -17615778.000000 Penalty: 3909.904297
	Iteration 227Q: 3 clusters Score -1.761578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -17615784.000000 Penalty: 3909.904297
	Iteration 228Q: 3 clusters Score -1.761578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -17615778.000000 Penalty: 3909.904297
	Iteration 229Q: 3 clusters Score -1.761578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -17615774.000000 Penalty: 3909.904297
	Iteration 230Q: 3 clusters Score -1.761577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -17615776.000000 Penalty: 3909.904297
	Iteration 231Q: 3 clusters Score -1.761578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -17615782.000000 Penalty: 3909.904297
	Iteration 232Q: 3 clusters Score -1.761578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -17615782.000000 Penalty: 3909.904297
	Iteration 233F: 3 clusters Score -1.761578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -1389178.250000 Penalty: 1556.025024
	Iteration 0F: 2 clusters Score -1389178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1379230.750000 Penalty: 3112.050049
	Iteration 0F: 3 clusters Score -1379231 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1383008.750000 Penalty: 3112.050049
	Iteration 1F: 3 clusters Score -1383009 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1383499.375000 Penalty: 3112.050049
	Iteration 2F: 3 clusters Score -1383499 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1383932.375000 Penalty: 3112.050049
	Iteration 3F: 3 clusters Score -1383932 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1384334.750000 Penalty: 3112.050049
	Iteration 4F: 3 clusters Score -1384335 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1384718.500000 Penalty: 3112.050049
	Iteration 5F: 3 clusters Score -1384718 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1385077.000000 Penalty: 3112.050049
	Iteration 6Q: 3 clusters Score -1385077 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1385423.125000 Penalty: 3112.050049
	Iteration 7Q: 3 clusters Score -1385423 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1385748.875000 Penalty: 3112.050049
	Iteration 8Q: 3 clusters Score -1385749 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1386063.875000 Penalty: 3112.050049
	Iteration 9Q: 3 clusters Score -1386064 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1386330.875000 Penalty: 3112.050049
	Iteration 10Q: 3 clusters Score -1386331 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1386561.375000 Penalty: 3112.050049
	Iteration 11Q: 3 clusters Score -1386561 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1386774.125000 Penalty: 3112.050049
	Iteration 12Q: 3 clusters Score -1386774 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1386973.625000 Penalty: 3112.050049
	Iteration 13Q: 3 clusters Score -1386974 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1387159.375000 Penalty: 3112.050049
	Iteration 14Q: 3 clusters Score -1387159 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1387325.875000 Penalty: 3112.050049
	Iteration 15Q: 3 clusters Score -1387326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1387475.625000 Penalty: 3112.050049
	Iteration 16Q: 3 clusters Score -1387476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1387601.875000 Penalty: 3112.050049
	Iteration 17Q: 3 clusters Score -1387602 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1387687.625000 Penalty: 3112.050049
	Iteration 18Q: 3 clusters Score -1387688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1387750.375000 Penalty: 3112.050049
	Iteration 19Q: 3 clusters Score -1387750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1387788.875000 Penalty: 3112.050049
	Iteration 20F: 3 clusters Score -1387789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1387828.625000 Penalty: 3112.050049
	Iteration 21Q: 3 clusters Score -1387829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1387869.125000 Penalty: 3112.050049
	Iteration 22Q: 3 clusters Score -1387869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1387905.500000 Penalty: 3112.050049
	Iteration 23Q: 3 clusters Score -1387906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1387927.625000 Penalty: 3112.050049
	Iteration 24Q: 3 clusters Score -1387928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1387951.250000 Penalty: 3112.050049
	Iteration 25Q: 3 clusters Score -1387951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1387981.500000 Penalty: 3112.050049
	Iteration 26Q: 3 clusters Score -1387982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1388002.875000 Penalty: 3112.050049
	Iteration 27Q: 3 clusters Score -1388003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1388020.500000 Penalty: 3112.050049
	Iteration 28Q: 3 clusters Score -1388020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1388039.000000 Penalty: 3112.050049
	Iteration 29Q: 3 clusters Score -1388039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1388056.250000 Penalty: 3112.050049
	Iteration 30Q: 3 clusters Score -1388056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1388070.750000 Penalty: 3112.050049
	Iteration 31Q: 3 clusters Score -1388071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1388089.500000 Penalty: 3112.050049
	Iteration 32Q: 3 clusters Score -1388090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1388098.250000 Penalty: 3112.050049
	Iteration 33Q: 3 clusters Score -1388098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1388108.375000 Penalty: 3112.050049
	Iteration 34Q: 3 clusters Score -1388108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1388115.125000 Penalty: 3112.050049
	Iteration 35Q: 3 clusters Score -1388115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1388117.875000 Penalty: 3112.050049
	Iteration 36Q: 3 clusters Score -1388118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1388119.000000 Penalty: 3112.050049
	Iteration 37Q: 3 clusters Score -1388119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1388117.625000 Penalty: 3112.050049
	Iteration 38Q: 3 clusters Score -1388118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1388118.000000 Penalty: 3112.050049
	Iteration 39Q: 3 clusters Score -1388118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1388117.250000 Penalty: 3112.050049
	Iteration 40F: 3 clusters Score -1388117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1388119.875000 Penalty: 3112.050049
	Iteration 41Q: 3 clusters Score -1388120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1388120.375000 Penalty: 3112.050049
	Iteration 42Q: 3 clusters Score -1388120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1388119.750000 Penalty: 3112.050049
	Iteration 43Q: 3 clusters Score -1388120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1388119.750000 Penalty: 3112.050049
	Iteration 44Q: 3 clusters Score -1388120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1388119.750000 Penalty: 3112.050049
	Iteration 45F: 3 clusters Score -1388120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -359874.875000 Penalty: 1332.769775
	Iteration 0F: 2 clusters Score -359874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -356734.562500 Penalty: 2665.539551
	Iteration 0F: 3 clusters Score -356734.6 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -357553.968750 Penalty: 2665.539551
	Iteration 1F: 3 clusters Score -357554 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -357746.156250 Penalty: 2665.539551
	Iteration 2F: 3 clusters Score -357746.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -357898.562500 Penalty: 2665.539551
	Iteration 3F: 3 clusters Score -357898.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -358046.218750 Penalty: 2665.539551
	Iteration 4F: 3 clusters Score -358046.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -358195.343750 Penalty: 2665.539551
	Iteration 5F: 3 clusters Score -358195.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -358312.062500 Penalty: 2665.539551
	Iteration 6Q: 3 clusters Score -358312.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -358396.906250 Penalty: 2665.539551
	Iteration 7Q: 3 clusters Score -358396.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -358460.156250 Penalty: 2665.539551
	Iteration 8Q: 3 clusters Score -358460.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -358510.968750 Penalty: 2665.539551
	Iteration 9Q: 3 clusters Score -358511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -358537.812500 Penalty: 2665.539551
	Iteration 10Q: 3 clusters Score -358537.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -358556.625000 Penalty: 2665.539551
	Iteration 11Q: 3 clusters Score -358556.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -358571.781250 Penalty: 2665.539551
	Iteration 12Q: 3 clusters Score -358571.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -358583.937500 Penalty: 2665.539551
	Iteration 13Q: 3 clusters Score -358583.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -358595.437500 Penalty: 2665.539551
	Iteration 14Q: 3 clusters Score -358595.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -358601.125000 Penalty: 2665.539551
	Iteration 15Q: 3 clusters Score -358601.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -358609.687500 Penalty: 2665.539551
	Iteration 16Q: 3 clusters Score -358609.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -358621.875000 Penalty: 2665.539551
	Iteration 17Q: 3 clusters Score -358621.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -358635.812500 Penalty: 2665.539551
	Iteration 18Q: 3 clusters Score -358635.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -358650.906250 Penalty: 2665.539551
	Iteration 19Q: 3 clusters Score -358650.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -358663.312500 Penalty: 2665.539551
	Iteration 20F: 3 clusters Score -358663.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -358678.593750 Penalty: 2665.539551
	Iteration 21Q: 3 clusters Score -358678.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -358714.062500 Penalty: 2665.539551
	Iteration 22Q: 3 clusters Score -358714.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -358768.531250 Penalty: 2665.539551
	Iteration 23Q: 3 clusters Score -358768.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -358876.281250 Penalty: 2665.539551
	Iteration 24Q: 3 clusters Score -358876.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -359062.375000 Penalty: 2665.539551
	Iteration 25Q: 3 clusters Score -359062.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -359334.812500 Penalty: 2665.539551
	Iteration 26Q: 3 clusters Score -359334.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -359653.906250 Penalty: 2665.539551
	Iteration 27Q: 3 clusters Score -359653.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -359982.437500 Penalty: 2665.539551
	Iteration 28Q: 3 clusters Score -359982.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -360199.406250 Penalty: 2665.539551
	Iteration 29Q: 3 clusters Score -360199.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -360322.875000 Penalty: 2665.539551
	Iteration 30Q: 3 clusters Score -360322.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -360396.406250 Penalty: 2665.539551
	Iteration 31Q: 3 clusters Score -360396.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -360444.343750 Penalty: 2665.539551
	Iteration 32Q: 3 clusters Score -360444.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -360469.656250 Penalty: 2665.539551
	Iteration 33Q: 3 clusters Score -360469.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -360482.406250 Penalty: 2665.539551
	Iteration 34Q: 3 clusters Score -360482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -360488.187500 Penalty: 2665.539551
	Iteration 35Q: 3 clusters Score -360488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -360489.437500 Penalty: 2665.539551
	Iteration 36Q: 3 clusters Score -360489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -360491.437500 Penalty: 2665.539551
	Iteration 37Q: 3 clusters Score -360491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -360493.843750 Penalty: 2665.539551
	Iteration 38Q: 3 clusters Score -360493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -360493.718750 Penalty: 2665.539551
	Iteration 39Q: 3 clusters Score -360493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -360493.718750 Penalty: 2665.539551
	Iteration 40F: 3 clusters Score -360493.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157886 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1610 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 5074 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Mstep: Class 45 contains 915 members 
Entering Unmasked Estep 
Score: -154051600.000000 Penalty: 104160.664062
Splitting cluster 10 changes total score from -154052336.000000 to -154051600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Entering Unmasked Estep 
Score: -3637153.000000 Penalty: 1703.353882
	Iteration 0F: 2 clusters Score -3637153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3613181.000000 Penalty: 3406.707764
	Iteration 0F: 3 clusters Score -3613181 nChanged 16593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3622588.000000 Penalty: 3406.707764
	Iteration 1F: 3 clusters Score -3622588 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3623095.750000 Penalty: 3406.707764
	Iteration 2Q: 3 clusters Score -3623096 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3623653.750000 Penalty: 3406.707764
	Iteration 3Q: 3 clusters Score -3623654 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3624334.500000 Penalty: 3406.707764
	Iteration 4Q: 3 clusters Score -3624334 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3625244.500000 Penalty: 3406.707764
	Iteration 5Q: 3 clusters Score -3625244 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3626542.250000 Penalty: 3406.707764
	Iteration 6F: 3 clusters Score -3626542 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3628144.000000 Penalty: 3406.707764
	Iteration 7F: 3 clusters Score -3628144 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3629737.250000 Penalty: 3406.707764
	Iteration 8F: 3 clusters Score -3629737 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3631271.750000 Penalty: 3406.707764
	Iteration 9F: 3 clusters Score -3631272 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3632296.000000 Penalty: 3406.707764
	Iteration 10F: 3 clusters Score -3632296 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3632933.250000 Penalty: 3406.707764
	Iteration 11Q: 3 clusters Score -3632933 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3633303.500000 Penalty: 3406.707764
	Iteration 12Q: 3 clusters Score -3633304 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3633550.000000 Penalty: 3406.707764
	Iteration 13Q: 3 clusters Score -3633550 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3633708.000000 Penalty: 3406.707764
	Iteration 14Q: 3 clusters Score -3633708 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3633845.750000 Penalty: 3406.707764
	Iteration 15Q: 3 clusters Score -3633846 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3633949.750000 Penalty: 3406.707764
	Iteration 16Q: 3 clusters Score -3633950 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3634017.750000 Penalty: 3406.707764
	Iteration 17Q: 3 clusters Score -3634018 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3634070.750000 Penalty: 3406.707764
	Iteration 18Q: 3 clusters Score -3634071 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3634168.750000 Penalty: 3406.707764
	Iteration 19Q: 3 clusters Score -3634169 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3634217.750000 Penalty: 3406.707764
	Iteration 20F: 3 clusters Score -3634218 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3634286.000000 Penalty: 3406.707764
	Iteration 21Q: 3 clusters Score -3634286 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3634329.250000 Penalty: 3406.707764
	Iteration 22Q: 3 clusters Score -3634329 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3634394.250000 Penalty: 3406.707764
	Iteration 23Q: 3 clusters Score -3634394 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3634454.750000 Penalty: 3406.707764
	Iteration 24Q: 3 clusters Score -3634455 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3634518.250000 Penalty: 3406.707764
	Iteration 25Q: 3 clusters Score -3634518 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3634589.000000 Penalty: 3406.707764
	Iteration 26Q: 3 clusters Score -3634589 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3634655.000000 Penalty: 3406.707764
	Iteration 27Q: 3 clusters Score -3634655 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3634731.500000 Penalty: 3406.707764
	Iteration 28Q: 3 clusters Score -3634732 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3634785.500000 Penalty: 3406.707764
	Iteration 29Q: 3 clusters Score -3634786 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3634831.000000 Penalty: 3406.707764
	Iteration 30Q: 3 clusters Score -3634831 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3634892.750000 Penalty: 3406.707764
	Iteration 31Q: 3 clusters Score -3634893 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3634951.750000 Penalty: 3406.707764
	Iteration 32Q: 3 clusters Score -3634952 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3635008.750000 Penalty: 3406.707764
	Iteration 33Q: 3 clusters Score -3635009 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3635063.750000 Penalty: 3406.707764
	Iteration 34Q: 3 clusters Score -3635064 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3635127.000000 Penalty: 3406.707764
	Iteration 35Q: 3 clusters Score -3635127 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3635191.000000 Penalty: 3406.707764
	Iteration 36Q: 3 clusters Score -3635191 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3635258.250000 Penalty: 3406.707764
	Iteration 37Q: 3 clusters Score -3635258 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3635308.750000 Penalty: 3406.707764
	Iteration 38Q: 3 clusters Score -3635309 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3635367.500000 Penalty: 3406.707764
	Iteration 39Q: 3 clusters Score -3635368 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3635441.000000 Penalty: 3406.707764
	Iteration 40F: 3 clusters Score -3635441 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3635484.000000 Penalty: 3406.707764
	Iteration 41Q: 3 clusters Score -3635484 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3635532.500000 Penalty: 3406.707764
	Iteration 42Q: 3 clusters Score -3635532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3635565.500000 Penalty: 3406.707764
	Iteration 43Q: 3 clusters Score -3635566 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3635607.750000 Penalty: 3406.707764
	Iteration 44Q: 3 clusters Score -3635608 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3635652.750000 Penalty: 3406.707764
	Iteration 45Q: 3 clusters Score -3635653 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3635683.250000 Penalty: 3406.707764
	Iteration 46Q: 3 clusters Score -3635683 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3635722.500000 Penalty: 3406.707764
	Iteration 47Q: 3 clusters Score -3635722 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3635757.250000 Penalty: 3406.707764
	Iteration 48Q: 3 clusters Score -3635757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -3635810.500000 Penalty: 3406.707764
	Iteration 49Q: 3 clusters Score -3635810 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3635836.750000 Penalty: 3406.707764
	Iteration 50Q: 3 clusters Score -3635837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3635858.250000 Penalty: 3406.707764
	Iteration 51Q: 3 clusters Score -3635858 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -3635874.500000 Penalty: 3406.707764
	Iteration 52Q: 3 clusters Score -3635874 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -3635890.000000 Penalty: 3406.707764
	Iteration 53Q: 3 clusters Score -3635890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3635904.500000 Penalty: 3406.707764
	Iteration 54Q: 3 clusters Score -3635904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3635928.250000 Penalty: 3406.707764
	Iteration 55Q: 3 clusters Score -3635928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3635942.000000 Penalty: 3406.707764
	Iteration 56Q: 3 clusters Score -3635942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -3635949.500000 Penalty: 3406.707764
	Iteration 57Q: 3 clusters Score -3635950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3635949.250000 Penalty: 3406.707764
	Iteration 58Q: 3 clusters Score -3635949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3635972.500000 Penalty: 3406.707764
	Iteration 59Q: 3 clusters Score -3635972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3635997.000000 Penalty: 3406.707764
	Iteration 60F: 3 clusters Score -3635997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -3636004.750000 Penalty: 3406.707764
	Iteration 61Q: 3 clusters Score -3636005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3636024.000000 Penalty: 3406.707764
	Iteration 62Q: 3 clusters Score -3636024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3636032.250000 Penalty: 3406.707764
	Iteration 63Q: 3 clusters Score -3636032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -3636035.750000 Penalty: 3406.707764
	Iteration 64Q: 3 clusters Score -3636036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3636037.750000 Penalty: 3406.707764
	Iteration 65Q: 3 clusters Score -3636038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3636044.500000 Penalty: 3406.707764
	Iteration 66Q: 3 clusters Score -3636044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3636049.000000 Penalty: 3406.707764
	Iteration 67Q: 3 clusters Score -3636049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3636047.750000 Penalty: 3406.707764
	Iteration 68Q: 3 clusters Score -3636048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -3636060.250000 Penalty: 3406.707764
	Iteration 69Q: 3 clusters Score -3636060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3636060.000000 Penalty: 3406.707764
	Iteration 70Q: 3 clusters Score -3636060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3636066.250000 Penalty: 3406.707764
	Iteration 71Q: 3 clusters Score -3636066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3636068.250000 Penalty: 3406.707764
	Iteration 72Q: 3 clusters Score -3636068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3636074.000000 Penalty: 3406.707764
	Iteration 73Q: 3 clusters Score -3636074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3636082.250000 Penalty: 3406.707764
	Iteration 74Q: 3 clusters Score -3636082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3636081.250000 Penalty: 3406.707764
	Iteration 75Q: 3 clusters Score -3636081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3636087.750000 Penalty: 3406.707764
	Iteration 76Q: 3 clusters Score -3636088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -3636080.500000 Penalty: 3406.707764
	Iteration 77Q: 3 clusters Score -3636080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3636089.000000 Penalty: 3406.707764
	Iteration 78Q: 3 clusters Score -3636089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3636092.750000 Penalty: 3406.707764
	Iteration 79Q: 3 clusters Score -3636093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3636097.750000 Penalty: 3406.707764
	Iteration 80F: 3 clusters Score -3636098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -3636101.750000 Penalty: 3406.707764
	Iteration 81Q: 3 clusters Score -3636102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3636101.500000 Penalty: 3406.707764
	Iteration 82Q: 3 clusters Score -3636102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3636107.250000 Penalty: 3406.707764
	Iteration 83Q: 3 clusters Score -3636107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3636108.500000 Penalty: 3406.707764
	Iteration 84Q: 3 clusters Score -3636108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3636106.250000 Penalty: 3406.707764
	Iteration 85Q: 3 clusters Score -3636106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3636111.250000 Penalty: 3406.707764
	Iteration 86Q: 3 clusters Score -3636111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -3636106.500000 Penalty: 3406.707764
	Iteration 87Q: 3 clusters Score -3636106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3636106.000000 Penalty: 3406.707764
	Iteration 88Q: 3 clusters Score -3636106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -3636106.250000 Penalty: 3406.707764
	Iteration 89Q: 3 clusters Score -3636106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3636106.250000 Penalty: 3406.707764
	Iteration 90Q: 3 clusters Score -3636106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -3636112.000000 Penalty: 3406.707764
	Iteration 91Q: 3 clusters Score -3636112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3636111.750000 Penalty: 3406.707764
	Iteration 92Q: 3 clusters Score -3636112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3636111.750000 Penalty: 3406.707764
	Iteration 93Q: 3 clusters Score -3636112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3636111.750000 Penalty: 3406.707764
	Iteration 94F: 3 clusters Score -3636112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Entering Unmasked Estep 
Score: -3954650.250000 Penalty: 1714.028076
	Iteration 0F: 2 clusters Score -3954650 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 19118 members 
Entering Unmasked Estep 
Score: -3929187.250000 Penalty: 3428.056152
	Iteration 0F: 3 clusters Score -3929187 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3938941.250000 Penalty: 3428.056152
	Iteration 1F: 3 clusters Score -3938941 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3939470.250000 Penalty: 3428.056152
	Iteration 2Q: 3 clusters Score -3939470 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3940113.750000 Penalty: 3428.056152
	Iteration 3Q: 3 clusters Score -3940114 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3940852.250000 Penalty: 3428.056152
	Iteration 4Q: 3 clusters Score -3940852 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3941723.500000 Penalty: 3428.056152
	Iteration 5Q: 3 clusters Score -3941724 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3942671.750000 Penalty: 3428.056152
	Iteration 6F: 3 clusters Score -3942672 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3943615.000000 Penalty: 3428.056152
	Iteration 7F: 3 clusters Score -3943615 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3944647.000000 Penalty: 3428.056152
	Iteration 8F: 3 clusters Score -3944647 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3945756.750000 Penalty: 3428.056152
	Iteration 9Q: 3 clusters Score -3945757 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3946905.250000 Penalty: 3428.056152
	Iteration 10Q: 3 clusters Score -3946905 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3947889.000000 Penalty: 3428.056152
	Iteration 11Q: 3 clusters Score -3947889 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3948687.750000 Penalty: 3428.056152
	Iteration 12Q: 3 clusters Score -3948688 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3949308.500000 Penalty: 3428.056152
	Iteration 13Q: 3 clusters Score -3949308 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3949761.750000 Penalty: 3428.056152
	Iteration 14Q: 3 clusters Score -3949762 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3950042.750000 Penalty: 3428.056152
	Iteration 15Q: 3 clusters Score -3950043 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3950228.250000 Penalty: 3428.056152
	Iteration 16Q: 3 clusters Score -3950228 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3950383.750000 Penalty: 3428.056152
	Iteration 17Q: 3 clusters Score -3950384 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3950466.500000 Penalty: 3428.056152
	Iteration 18Q: 3 clusters Score -3950466 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3950541.000000 Penalty: 3428.056152
	Iteration 19Q: 3 clusters Score -3950541 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3950585.250000 Penalty: 3428.056152
	Iteration 20F: 3 clusters Score -3950585 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3950637.500000 Penalty: 3428.056152
	Iteration 21Q: 3 clusters Score -3950638 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3950653.750000 Penalty: 3428.056152
	Iteration 22Q: 3 clusters Score -3950654 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3950683.000000 Penalty: 3428.056152
	Iteration 23Q: 3 clusters Score -3950683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3950714.250000 Penalty: 3428.056152
	Iteration 24Q: 3 clusters Score -3950714 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3950743.250000 Penalty: 3428.056152
	Iteration 25Q: 3 clusters Score -3950743 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3950758.750000 Penalty: 3428.056152
	Iteration 26Q: 3 clusters Score -3950759 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3950782.750000 Penalty: 3428.056152
	Iteration 27Q: 3 clusters Score -3950783 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3950821.750000 Penalty: 3428.056152
	Iteration 28Q: 3 clusters Score -3950822 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3950852.250000 Penalty: 3428.056152
	Iteration 29Q: 3 clusters Score -3950852 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3950882.000000 Penalty: 3428.056152
	Iteration 30Q: 3 clusters Score -3950882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3950917.000000 Penalty: 3428.056152
	Iteration 31Q: 3 clusters Score -3950917 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3950959.000000 Penalty: 3428.056152
	Iteration 32Q: 3 clusters Score -3950959 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3950989.250000 Penalty: 3428.056152
	Iteration 33Q: 3 clusters Score -3950989 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3951030.250000 Penalty: 3428.056152
	Iteration 34Q: 3 clusters Score -3951030 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3951067.750000 Penalty: 3428.056152
	Iteration 35Q: 3 clusters Score -3951068 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3951097.250000 Penalty: 3428.056152
	Iteration 36Q: 3 clusters Score -3951097 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3951148.250000 Penalty: 3428.056152
	Iteration 37Q: 3 clusters Score -3951148 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3951190.250000 Penalty: 3428.056152
	Iteration 38Q: 3 clusters Score -3951190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3951255.250000 Penalty: 3428.056152
	Iteration 39Q: 3 clusters Score -3951255 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3951319.000000 Penalty: 3428.056152
	Iteration 40F: 3 clusters Score -3951319 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3951381.000000 Penalty: 3428.056152
	Iteration 41Q: 3 clusters Score -3951381 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -3951437.500000 Penalty: 3428.056152
	Iteration 42Q: 3 clusters Score -3951438 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -3951500.500000 Penalty: 3428.056152
	Iteration 43Q: 3 clusters Score -3951500 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -3951565.250000 Penalty: 3428.056152
	Iteration 44Q: 3 clusters Score -3951565 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -3951617.500000 Penalty: 3428.056152
	Iteration 45Q: 3 clusters Score -3951618 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3951689.500000 Penalty: 3428.056152
	Iteration 46Q: 3 clusters Score -3951690 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3951756.750000 Penalty: 3428.056152
	Iteration 47Q: 3 clusters Score -3951757 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3951851.000000 Penalty: 3428.056152
	Iteration 48Q: 3 clusters Score -3951851 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -3951915.750000 Penalty: 3428.056152
	Iteration 49Q: 3 clusters Score -3951916 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -3952002.750000 Penalty: 3428.056152
	Iteration 50Q: 3 clusters Score -3952003 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -3952074.750000 Penalty: 3428.056152
	Iteration 51Q: 3 clusters Score -3952075 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3952177.500000 Penalty: 3428.056152
	Iteration 52Q: 3 clusters Score -3952178 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -3952276.000000 Penalty: 3428.056152
	Iteration 53Q: 3 clusters Score -3952276 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -3952357.500000 Penalty: 3428.056152
	Iteration 54Q: 3 clusters Score -3952358 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -3952442.500000 Penalty: 3428.056152
	Iteration 55Q: 3 clusters Score -3952442 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -3952534.750000 Penalty: 3428.056152
	Iteration 56Q: 3 clusters Score -3952535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -3952613.000000 Penalty: 3428.056152
	Iteration 57Q: 3 clusters Score -3952613 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -3952680.250000 Penalty: 3428.056152
	Iteration 58Q: 3 clusters Score -3952680 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -3952737.500000 Penalty: 3428.056152
	Iteration 59Q: 3 clusters Score -3952738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -3952776.750000 Penalty: 3428.056152
	Iteration 60F: 3 clusters Score -3952777 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3952827.500000 Penalty: 3428.056152
	Iteration 61Q: 3 clusters Score -3952828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -3952869.500000 Penalty: 3428.056152
	Iteration 62Q: 3 clusters Score -3952870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -3952913.750000 Penalty: 3428.056152
	Iteration 63Q: 3 clusters Score -3952914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -3952952.500000 Penalty: 3428.056152
	Iteration 64Q: 3 clusters Score -3952952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -3952974.250000 Penalty: 3428.056152
	Iteration 65Q: 3 clusters Score -3952974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -3953009.750000 Penalty: 3428.056152
	Iteration 66Q: 3 clusters Score -3953010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -3953057.750000 Penalty: 3428.056152
	Iteration 67Q: 3 clusters Score -3953058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -3953080.250000 Penalty: 3428.056152
	Iteration 68Q: 3 clusters Score -3953080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -3953113.750000 Penalty: 3428.056152
	Iteration 69Q: 3 clusters Score -3953114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3953126.000000 Penalty: 3428.056152
	Iteration 70Q: 3 clusters Score -3953126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -3953139.500000 Penalty: 3428.056152
	Iteration 71Q: 3 clusters Score -3953140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -3953145.750000 Penalty: 3428.056152
	Iteration 72Q: 3 clusters Score -3953146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3953159.000000 Penalty: 3428.056152
	Iteration 73Q: 3 clusters Score -3953159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -3953167.750000 Penalty: 3428.056152
	Iteration 74Q: 3 clusters Score -3953168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -3953173.750000 Penalty: 3428.056152
	Iteration 75Q: 3 clusters Score -3953174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -3953176.250000 Penalty: 3428.056152
	Iteration 76Q: 3 clusters Score -3953176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -3953181.000000 Penalty: 3428.056152
	Iteration 77Q: 3 clusters Score -3953181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -3953182.750000 Penalty: 3428.056152
	Iteration 78Q: 3 clusters Score -3953183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3953181.000000 Penalty: 3428.056152
	Iteration 79Q: 3 clusters Score -3953181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3953180.500000 Penalty: 3428.056152
	Iteration 80F: 3 clusters Score -3953180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -3953183.500000 Penalty: 3428.056152
	Iteration 81Q: 3 clusters Score -3953184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -3953191.750000 Penalty: 3428.056152
	Iteration 82Q: 3 clusters Score -3953192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -3953197.500000 Penalty: 3428.056152
	Iteration 83Q: 3 clusters Score -3953198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3953199.000000 Penalty: 3428.056152
	Iteration 84Q: 3 clusters Score -3953199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -3953199.000000 Penalty: 3428.056152
	Iteration 85Q: 3 clusters Score -3953199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -3953201.000000 Penalty: 3428.056152
	Iteration 86Q: 3 clusters Score -3953201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -3953201.000000 Penalty: 3428.056152
	Iteration 87F: 3 clusters Score -3953201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -741817.812500 Penalty: 1447.266846
	Iteration 0F: 2 clusters Score -741817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -736318.750000 Penalty: 2894.533691
	Iteration 0F: 3 clusters Score -736318.8 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -738065.625000 Penalty: 2894.533691
	Iteration 1F: 3 clusters Score -738065.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -738340.437500 Penalty: 2894.533691
	Iteration 2F: 3 clusters Score -738340.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -738570.562500 Penalty: 2894.533691
	Iteration 3F: 3 clusters Score -738570.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -738759.750000 Penalty: 2894.533691
	Iteration 4Q: 3 clusters Score -738759.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -738909.375000 Penalty: 2894.533691
	Iteration 5Q: 3 clusters Score -738909.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -739065.062500 Penalty: 2894.533691
	Iteration 6Q: 3 clusters Score -739065.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -739201.937500 Penalty: 2894.533691
	Iteration 7Q: 3 clusters Score -739201.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -739297.875000 Penalty: 2894.533691
	Iteration 8Q: 3 clusters Score -739297.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -739392.687500 Penalty: 2894.533691
	Iteration 9Q: 3 clusters Score -739392.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -739524.437500 Penalty: 2894.533691
	Iteration 10Q: 3 clusters Score -739524.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -739702.125000 Penalty: 2894.533691
	Iteration 11Q: 3 clusters Score -739702.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -739924.125000 Penalty: 2894.533691
	Iteration 12Q: 3 clusters Score -739924.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -740209.437500 Penalty: 2894.533691
	Iteration 13Q: 3 clusters Score -740209.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -740495.812500 Penalty: 2894.533691
	Iteration 14Q: 3 clusters Score -740495.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -740678.687500 Penalty: 2894.533691
	Iteration 15Q: 3 clusters Score -740678.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -740770.062500 Penalty: 2894.533691
	Iteration 16Q: 3 clusters Score -740770.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -740832.437500 Penalty: 2894.533691
	Iteration 17Q: 3 clusters Score -740832.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -740876.187500 Penalty: 2894.533691
	Iteration 18Q: 3 clusters Score -740876.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -740905.437500 Penalty: 2894.533691
	Iteration 19Q: 3 clusters Score -740905.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -740929.500000 Penalty: 2894.533691
	Iteration 20F: 3 clusters Score -740929.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -740947.437500 Penalty: 2894.533691
	Iteration 21Q: 3 clusters Score -740947.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -740962.250000 Penalty: 2894.533691
	Iteration 22Q: 3 clusters Score -740962.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -740972.812500 Penalty: 2894.533691
	Iteration 23Q: 3 clusters Score -740972.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -740984.187500 Penalty: 2894.533691
	Iteration 24Q: 3 clusters Score -740984.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -740989.000000 Penalty: 2894.533691
	Iteration 25Q: 3 clusters Score -740989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -740992.625000 Penalty: 2894.533691
	Iteration 26Q: 3 clusters Score -740992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -740995.312500 Penalty: 2894.533691
	Iteration 27Q: 3 clusters Score -740995.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -740996.375000 Penalty: 2894.533691
	Iteration 28Q: 3 clusters Score -740996.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -740998.312500 Penalty: 2894.533691
	Iteration 29Q: 3 clusters Score -740998.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -741001.312500 Penalty: 2894.533691
	Iteration 30Q: 3 clusters Score -741001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -741003.625000 Penalty: 2894.533691
	Iteration 31Q: 3 clusters Score -741003.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -741005.250000 Penalty: 2894.533691
	Iteration 32Q: 3 clusters Score -741005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -741009.812500 Penalty: 2894.533691
	Iteration 33Q: 3 clusters Score -741009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -741010.937500 Penalty: 2894.533691
	Iteration 34Q: 3 clusters Score -741010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -741009.812500 Penalty: 2894.533691
	Iteration 35Q: 3 clusters Score -741009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -741011.500000 Penalty: 2894.533691
	Iteration 36Q: 3 clusters Score -741011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -741012.375000 Penalty: 2894.533691
	Iteration 37Q: 3 clusters Score -741012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -741012.812500 Penalty: 2894.533691
	Iteration 38Q: 3 clusters Score -741012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -741012.687500 Penalty: 2894.533691
	Iteration 39Q: 3 clusters Score -741012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -741012.437500 Penalty: 2894.533691
	Iteration 40F: 3 clusters Score -741012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -741014.875000 Penalty: 2894.533691
	Iteration 41Q: 3 clusters Score -741014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -741014.937500 Penalty: 2894.533691
	Iteration 42Q: 3 clusters Score -741014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -741015.375000 Penalty: 2894.533691
	Iteration 43Q: 3 clusters Score -741015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -741015.812500 Penalty: 2894.533691
	Iteration 44Q: 3 clusters Score -741015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -741015.812500 Penalty: 2894.533691
	Iteration 45F: 3 clusters Score -741015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Entering Unmasked Estep 
Score: -1109977.625000 Penalty: 1506.669312
	Iteration 0F: 2 clusters Score -1109978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1102517.750000 Penalty: 3013.338623
	Iteration 0F: 3 clusters Score -1102518 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1104799.500000 Penalty: 3013.338623
	Iteration 1F: 3 clusters Score -1104800 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1105060.250000 Penalty: 3013.338623
	Iteration 2F: 3 clusters Score -1105060 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1105278.625000 Penalty: 3013.338623
	Iteration 3Q: 3 clusters Score -1105279 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1105479.250000 Penalty: 3013.338623
	Iteration 4Q: 3 clusters Score -1105479 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1105671.500000 Penalty: 3013.338623
	Iteration 5Q: 3 clusters Score -1105672 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1105897.500000 Penalty: 3013.338623
	Iteration 6Q: 3 clusters Score -1105898 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1106193.375000 Penalty: 3013.338623
	Iteration 7Q: 3 clusters Score -1106193 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1106526.875000 Penalty: 3013.338623
	Iteration 8Q: 3 clusters Score -1106527 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1106858.000000 Penalty: 3013.338623
	Iteration 9Q: 3 clusters Score -1106858 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1107157.250000 Penalty: 3013.338623
	Iteration 10Q: 3 clusters Score -1107157 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1107424.250000 Penalty: 3013.338623
	Iteration 11Q: 3 clusters Score -1107424 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1107633.000000 Penalty: 3013.338623
	Iteration 12Q: 3 clusters Score -1107633 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1107824.125000 Penalty: 3013.338623
	Iteration 13Q: 3 clusters Score -1107824 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1107993.000000 Penalty: 3013.338623
	Iteration 14Q: 3 clusters Score -1107993 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1108147.375000 Penalty: 3013.338623
	Iteration 15Q: 3 clusters Score -1108147 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1108289.000000 Penalty: 3013.338623
	Iteration 16Q: 3 clusters Score -1108289 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1108414.125000 Penalty: 3013.338623
	Iteration 17Q: 3 clusters Score -1108414 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1108503.875000 Penalty: 3013.338623
	Iteration 18Q: 3 clusters Score -1108504 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1108559.750000 Penalty: 3013.338623
	Iteration 19Q: 3 clusters Score -1108560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1108609.875000 Penalty: 3013.338623
	Iteration 20F: 3 clusters Score -1108610 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1108647.375000 Penalty: 3013.338623
	Iteration 21Q: 3 clusters Score -1108647 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1108665.875000 Penalty: 3013.338623
	Iteration 22Q: 3 clusters Score -1108666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1108680.750000 Penalty: 3013.338623
	Iteration 23Q: 3 clusters Score -1108681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1108688.625000 Penalty: 3013.338623
	Iteration 24Q: 3 clusters Score -1108689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1108699.000000 Penalty: 3013.338623
	Iteration 25Q: 3 clusters Score -1108699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1108709.625000 Penalty: 3013.338623
	Iteration 26Q: 3 clusters Score -1108710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1108714.250000 Penalty: 3013.338623
	Iteration 27Q: 3 clusters Score -1108714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1108721.750000 Penalty: 3013.338623
	Iteration 28Q: 3 clusters Score -1108722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1108733.125000 Penalty: 3013.338623
	Iteration 29Q: 3 clusters Score -1108733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1108745.500000 Penalty: 3013.338623
	Iteration 30Q: 3 clusters Score -1108746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1108753.125000 Penalty: 3013.338623
	Iteration 31Q: 3 clusters Score -1108753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1108756.500000 Penalty: 3013.338623
	Iteration 32Q: 3 clusters Score -1108756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1108756.500000 Penalty: 3013.338623
	Iteration 33Q: 3 clusters Score -1108756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1108760.500000 Penalty: 3013.338623
	Iteration 34Q: 3 clusters Score -1108760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1108760.250000 Penalty: 3013.338623
	Iteration 35Q: 3 clusters Score -1108760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1108766.250000 Penalty: 3013.338623
	Iteration 36Q: 3 clusters Score -1108766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1108767.250000 Penalty: 3013.338623
	Iteration 37Q: 3 clusters Score -1108767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1108767.125000 Penalty: 3013.338623
	Iteration 38Q: 3 clusters Score -1108767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1108769.250000 Penalty: 3013.338623
	Iteration 39Q: 3 clusters Score -1108769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1108772.250000 Penalty: 3013.338623
	Iteration 40F: 3 clusters Score -1108772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1108770.500000 Penalty: 3013.338623
	Iteration 41Q: 3 clusters Score -1108770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1108771.375000 Penalty: 3013.338623
	Iteration 42Q: 3 clusters Score -1108771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1108772.375000 Penalty: 3013.338623
	Iteration 43Q: 3 clusters Score -1108772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1108773.625000 Penalty: 3013.338623
	Iteration 44Q: 3 clusters Score -1108774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1108771.875000 Penalty: 3013.338623
	Iteration 45Q: 3 clusters Score -1108772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1108771.875000 Penalty: 3013.338623
	Iteration 46F: 3 clusters Score -1108772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Entering Unmasked Estep 
Score: -3107295.500000 Penalty: 1688.920288
	Iteration 0F: 2 clusters Score -3107296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3085332.250000 Penalty: 3377.840576
	Iteration 0F: 3 clusters Score -3085332 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3093953.250000 Penalty: 3377.840576
	Iteration 1F: 3 clusters Score -3093953 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3094865.000000 Penalty: 3377.840576
	Iteration 2F: 3 clusters Score -3094865 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3095932.000000 Penalty: 3377.840576
	Iteration 3F: 3 clusters Score -3095932 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3097104.000000 Penalty: 3377.840576
	Iteration 4F: 3 clusters Score -3097104 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3098231.250000 Penalty: 3377.840576
	Iteration 5F: 3 clusters Score -3098231 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3099177.000000 Penalty: 3377.840576
	Iteration 6F: 3 clusters Score -3099177 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3099923.750000 Penalty: 3377.840576
	Iteration 7Q: 3 clusters Score -3099924 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3100514.250000 Penalty: 3377.840576
	Iteration 8Q: 3 clusters Score -3100514 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3101051.500000 Penalty: 3377.840576
	Iteration 9Q: 3 clusters Score -3101052 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3101505.000000 Penalty: 3377.840576
	Iteration 10Q: 3 clusters Score -3101505 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3101900.750000 Penalty: 3377.840576
	Iteration 11Q: 3 clusters Score -3101901 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3102156.500000 Penalty: 3377.840576
	Iteration 12Q: 3 clusters Score -3102156 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3102414.000000 Penalty: 3377.840576
	Iteration 13Q: 3 clusters Score -3102414 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3102632.000000 Penalty: 3377.840576
	Iteration 14Q: 3 clusters Score -3102632 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3102819.500000 Penalty: 3377.840576
	Iteration 15Q: 3 clusters Score -3102820 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3103014.250000 Penalty: 3377.840576
	Iteration 16Q: 3 clusters Score -3103014 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3103190.500000 Penalty: 3377.840576
	Iteration 17Q: 3 clusters Score -3103190 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3103354.750000 Penalty: 3377.840576
	Iteration 18Q: 3 clusters Score -3103355 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3103523.500000 Penalty: 3377.840576
	Iteration 19Q: 3 clusters Score -3103524 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3103672.500000 Penalty: 3377.840576
	Iteration 20F: 3 clusters Score -3103672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3103886.000000 Penalty: 3377.840576
	Iteration 21Q: 3 clusters Score -3103886 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3104074.000000 Penalty: 3377.840576
	Iteration 22Q: 3 clusters Score -3104074 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3104282.250000 Penalty: 3377.840576
	Iteration 23Q: 3 clusters Score -3104282 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3104506.250000 Penalty: 3377.840576
	Iteration 24Q: 3 clusters Score -3104506 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3104682.250000 Penalty: 3377.840576
	Iteration 25Q: 3 clusters Score -3104682 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3104844.000000 Penalty: 3377.840576
	Iteration 26Q: 3 clusters Score -3104844 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3105018.000000 Penalty: 3377.840576
	Iteration 27Q: 3 clusters Score -3105018 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3105193.000000 Penalty: 3377.840576
	Iteration 28Q: 3 clusters Score -3105193 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3105325.250000 Penalty: 3377.840576
	Iteration 29Q: 3 clusters Score -3105325 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3105455.500000 Penalty: 3377.840576
	Iteration 30Q: 3 clusters Score -3105456 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3105571.750000 Penalty: 3377.840576
	Iteration 31Q: 3 clusters Score -3105572 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3105664.250000 Penalty: 3377.840576
	Iteration 32Q: 3 clusters Score -3105664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3105755.250000 Penalty: 3377.840576
	Iteration 33Q: 3 clusters Score -3105755 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3105831.250000 Penalty: 3377.840576
	Iteration 34Q: 3 clusters Score -3105831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3105887.500000 Penalty: 3377.840576
	Iteration 35Q: 3 clusters Score -3105888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3105949.750000 Penalty: 3377.840576
	Iteration 36Q: 3 clusters Score -3105950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3106009.250000 Penalty: 3377.840576
	Iteration 37Q: 3 clusters Score -3106009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3106052.250000 Penalty: 3377.840576
	Iteration 38Q: 3 clusters Score -3106052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3106085.500000 Penalty: 3377.840576
	Iteration 39Q: 3 clusters Score -3106086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3106115.250000 Penalty: 3377.840576
	Iteration 40F: 3 clusters Score -3106115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3106137.750000 Penalty: 3377.840576
	Iteration 41Q: 3 clusters Score -3106138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3106164.250000 Penalty: 3377.840576
	Iteration 42Q: 3 clusters Score -3106164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3106190.500000 Penalty: 3377.840576
	Iteration 43Q: 3 clusters Score -3106190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3106214.500000 Penalty: 3377.840576
	Iteration 44Q: 3 clusters Score -3106214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3106226.000000 Penalty: 3377.840576
	Iteration 45Q: 3 clusters Score -3106226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3106227.750000 Penalty: 3377.840576
	Iteration 46Q: 3 clusters Score -3106228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3106230.750000 Penalty: 3377.840576
	Iteration 47Q: 3 clusters Score -3106231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3106233.250000 Penalty: 3377.840576
	Iteration 48Q: 3 clusters Score -3106233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3106234.500000 Penalty: 3377.840576
	Iteration 49Q: 3 clusters Score -3106234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3106237.750000 Penalty: 3377.840576
	Iteration 50Q: 3 clusters Score -3106238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3106238.750000 Penalty: 3377.840576
	Iteration 51Q: 3 clusters Score -3106239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3106243.500000 Penalty: 3377.840576
	Iteration 52Q: 3 clusters Score -3106244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3106245.000000 Penalty: 3377.840576
	Iteration 53Q: 3 clusters Score -3106245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3106246.000000 Penalty: 3377.840576
	Iteration 54Q: 3 clusters Score -3106246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3106246.000000 Penalty: 3377.840576
	Iteration 55Q: 3 clusters Score -3106246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3106246.750000 Penalty: 3377.840576
	Iteration 56Q: 3 clusters Score -3106247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3106246.750000 Penalty: 3377.840576
	Iteration 57F: 3 clusters Score -3106247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Entering Unmasked Estep 
Score: -1679779.875000 Penalty: 1581.071289
	Iteration 0F: 2 clusters Score -1679780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1668147.875000 Penalty: 3162.142578
	Iteration 0F: 3 clusters Score -1668148 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1672608.625000 Penalty: 3162.142578
	Iteration 1F: 3 clusters Score -1672609 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1673618.000000 Penalty: 3162.142578
	Iteration 2F: 3 clusters Score -1673618 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1675011.875000 Penalty: 3162.142578
	Iteration 3F: 3 clusters Score -1675012 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1676489.000000 Penalty: 3162.142578
	Iteration 4F: 3 clusters Score -1676489 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1677741.875000 Penalty: 3162.142578
	Iteration 5F: 3 clusters Score -1677742 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1678510.250000 Penalty: 3162.142578
	Iteration 6F: 3 clusters Score -1678510 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1678890.250000 Penalty: 3162.142578
	Iteration 7Q: 3 clusters Score -1678890 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1679088.125000 Penalty: 3162.142578
	Iteration 8Q: 3 clusters Score -1679088 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1679211.625000 Penalty: 3162.142578
	Iteration 9Q: 3 clusters Score -1679212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1679298.125000 Penalty: 3162.142578
	Iteration 10Q: 3 clusters Score -1679298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1679353.875000 Penalty: 3162.142578
	Iteration 11Q: 3 clusters Score -1679354 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1679406.125000 Penalty: 3162.142578
	Iteration 12Q: 3 clusters Score -1679406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1679433.250000 Penalty: 3162.142578
	Iteration 13Q: 3 clusters Score -1679433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1679453.750000 Penalty: 3162.142578
	Iteration 14Q: 3 clusters Score -1679454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1679465.250000 Penalty: 3162.142578
	Iteration 15Q: 3 clusters Score -1679465 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1679481.375000 Penalty: 3162.142578
	Iteration 16Q: 3 clusters Score -1679481 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1679484.000000 Penalty: 3162.142578
	Iteration 17Q: 3 clusters Score -1679484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1679488.250000 Penalty: 3162.142578
	Iteration 18Q: 3 clusters Score -1679488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1679496.000000 Penalty: 3162.142578
	Iteration 19Q: 3 clusters Score -1679496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1679496.375000 Penalty: 3162.142578
	Iteration 20F: 3 clusters Score -1679496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1679497.250000 Penalty: 3162.142578
	Iteration 21Q: 3 clusters Score -1679497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1679497.000000 Penalty: 3162.142578
	Iteration 22Q: 3 clusters Score -1679497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1679495.750000 Penalty: 3162.142578
	Iteration 23Q: 3 clusters Score -1679496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1679498.250000 Penalty: 3162.142578
	Iteration 24Q: 3 clusters Score -1679498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1679496.875000 Penalty: 3162.142578
	Iteration 25Q: 3 clusters Score -1679497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1679497.125000 Penalty: 3162.142578
	Iteration 26Q: 3 clusters Score -1679497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1679498.000000 Penalty: 3162.142578
	Iteration 27Q: 3 clusters Score -1679498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1679498.500000 Penalty: 3162.142578
	Iteration 28Q: 3 clusters Score -1679498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1679496.250000 Penalty: 3162.142578
	Iteration 29Q: 3 clusters Score -1679496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1679495.375000 Penalty: 3162.142578
	Iteration 30Q: 3 clusters Score -1679495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1679497.375000 Penalty: 3162.142578
	Iteration 31Q: 3 clusters Score -1679497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1679497.500000 Penalty: 3162.142578
	Iteration 32Q: 3 clusters Score -1679498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1679497.500000 Penalty: 3162.142578
	Iteration 33F: 3 clusters Score -1679498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Entering Unmasked Estep 
Score: -2156151.500000 Penalty: 1613.321289
	Iteration 0F: 2 clusters Score -2156152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2142184.250000 Penalty: 3226.642578
	Iteration 0F: 3 clusters Score -2142184 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2147171.750000 Penalty: 3226.642578
	Iteration 1F: 3 clusters Score -2147172 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2147603.250000 Penalty: 3226.642578
	Iteration 2F: 3 clusters Score -2147603 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2148192.750000 Penalty: 3226.642578
	Iteration 3F: 3 clusters Score -2148193 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2148807.500000 Penalty: 3226.642578
	Iteration 4F: 3 clusters Score -2148808 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2149487.000000 Penalty: 3226.642578
	Iteration 5F: 3 clusters Score -2149487 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2150248.000000 Penalty: 3226.642578
	Iteration 6F: 3 clusters Score -2150248 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2151092.000000 Penalty: 3226.642578
	Iteration 7F: 3 clusters Score -2151092 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2151997.250000 Penalty: 3226.642578
	Iteration 8F: 3 clusters Score -2151997 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2152897.500000 Penalty: 3226.642578
	Iteration 9F: 3 clusters Score -2152898 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2153534.250000 Penalty: 3226.642578
	Iteration 10Q: 3 clusters Score -2153534 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2153860.500000 Penalty: 3226.642578
	Iteration 11Q: 3 clusters Score -2153860 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2154011.250000 Penalty: 3226.642578
	Iteration 12Q: 3 clusters Score -2154011 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2154101.000000 Penalty: 3226.642578
	Iteration 13Q: 3 clusters Score -2154101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2154187.750000 Penalty: 3226.642578
	Iteration 14Q: 3 clusters Score -2154188 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2154247.500000 Penalty: 3226.642578
	Iteration 15Q: 3 clusters Score -2154248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2154277.500000 Penalty: 3226.642578
	Iteration 16Q: 3 clusters Score -2154278 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2154300.000000 Penalty: 3226.642578
	Iteration 17Q: 3 clusters Score -2154300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2154325.750000 Penalty: 3226.642578
	Iteration 18Q: 3 clusters Score -2154326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2154333.500000 Penalty: 3226.642578
	Iteration 19Q: 3 clusters Score -2154334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2154349.250000 Penalty: 3226.642578
	Iteration 20F: 3 clusters Score -2154349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2154368.250000 Penalty: 3226.642578
	Iteration 21Q: 3 clusters Score -2154368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2154383.000000 Penalty: 3226.642578
	Iteration 22Q: 3 clusters Score -2154383 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2154394.500000 Penalty: 3226.642578
	Iteration 23Q: 3 clusters Score -2154394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2154402.000000 Penalty: 3226.642578
	Iteration 24Q: 3 clusters Score -2154402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2154412.000000 Penalty: 3226.642578
	Iteration 25Q: 3 clusters Score -2154412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2154426.750000 Penalty: 3226.642578
	Iteration 26Q: 3 clusters Score -2154427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2154446.250000 Penalty: 3226.642578
	Iteration 27Q: 3 clusters Score -2154446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2154456.000000 Penalty: 3226.642578
	Iteration 28Q: 3 clusters Score -2154456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2154467.750000 Penalty: 3226.642578
	Iteration 29Q: 3 clusters Score -2154468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2154480.500000 Penalty: 3226.642578
	Iteration 30Q: 3 clusters Score -2154480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2154501.750000 Penalty: 3226.642578
	Iteration 31Q: 3 clusters Score -2154502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2154518.250000 Penalty: 3226.642578
	Iteration 32Q: 3 clusters Score -2154518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2154528.500000 Penalty: 3226.642578
	Iteration 33Q: 3 clusters Score -2154528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2154538.000000 Penalty: 3226.642578
	Iteration 34Q: 3 clusters Score -2154538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2154543.000000 Penalty: 3226.642578
	Iteration 35Q: 3 clusters Score -2154543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2154550.250000 Penalty: 3226.642578
	Iteration 36Q: 3 clusters Score -2154550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2154557.000000 Penalty: 3226.642578
	Iteration 37Q: 3 clusters Score -2154557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2154566.250000 Penalty: 3226.642578
	Iteration 38Q: 3 clusters Score -2154566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2154571.500000 Penalty: 3226.642578
	Iteration 39Q: 3 clusters Score -2154572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2154574.750000 Penalty: 3226.642578
	Iteration 40F: 3 clusters Score -2154575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2154580.750000 Penalty: 3226.642578
	Iteration 41Q: 3 clusters Score -2154581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2154584.500000 Penalty: 3226.642578
	Iteration 42Q: 3 clusters Score -2154584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2154593.250000 Penalty: 3226.642578
	Iteration 43Q: 3 clusters Score -2154593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2154595.750000 Penalty: 3226.642578
	Iteration 44Q: 3 clusters Score -2154596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2154602.500000 Penalty: 3226.642578
	Iteration 45Q: 3 clusters Score -2154602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2154609.750000 Penalty: 3226.642578
	Iteration 46Q: 3 clusters Score -2154610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2154621.000000 Penalty: 3226.642578
	Iteration 47Q: 3 clusters Score -2154621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2154620.000000 Penalty: 3226.642578
	Iteration 48Q: 3 clusters Score -2154620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2154623.750000 Penalty: 3226.642578
	Iteration 49Q: 3 clusters Score -2154624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2154639.000000 Penalty: 3226.642578
	Iteration 50Q: 3 clusters Score -2154639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2154642.750000 Penalty: 3226.642578
	Iteration 51Q: 3 clusters Score -2154643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2154649.500000 Penalty: 3226.642578
	Iteration 52Q: 3 clusters Score -2154650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2154649.000000 Penalty: 3226.642578
	Iteration 53Q: 3 clusters Score -2154649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2154645.750000 Penalty: 3226.642578
	Iteration 54Q: 3 clusters Score -2154646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2154652.250000 Penalty: 3226.642578
	Iteration 55Q: 3 clusters Score -2154652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2154658.750000 Penalty: 3226.642578
	Iteration 56Q: 3 clusters Score -2154659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2154664.500000 Penalty: 3226.642578
	Iteration 57Q: 3 clusters Score -2154664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2154673.750000 Penalty: 3226.642578
	Iteration 58Q: 3 clusters Score -2154674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2154683.250000 Penalty: 3226.642578
	Iteration 59Q: 3 clusters Score -2154683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2154694.500000 Penalty: 3226.642578
	Iteration 60F: 3 clusters Score -2154694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2154692.250000 Penalty: 3226.642578
	Iteration 61Q: 3 clusters Score -2154692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2154705.750000 Penalty: 3226.642578
	Iteration 62Q: 3 clusters Score -2154706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2154701.500000 Penalty: 3226.642578
	Iteration 63Q: 3 clusters Score -2154702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2154708.500000 Penalty: 3226.642578
	Iteration 64Q: 3 clusters Score -2154708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2154718.000000 Penalty: 3226.642578
	Iteration 65Q: 3 clusters Score -2154718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2154716.250000 Penalty: 3226.642578
	Iteration 66Q: 3 clusters Score -2154716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2154726.500000 Penalty: 3226.642578
	Iteration 67Q: 3 clusters Score -2154726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2154729.250000 Penalty: 3226.642578
	Iteration 68Q: 3 clusters Score -2154729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2154728.250000 Penalty: 3226.642578
	Iteration 69Q: 3 clusters Score -2154728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2154729.000000 Penalty: 3226.642578
	Iteration 70Q: 3 clusters Score -2154729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2154732.500000 Penalty: 3226.642578
	Iteration 71Q: 3 clusters Score -2154732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2154736.250000 Penalty: 3226.642578
	Iteration 72Q: 3 clusters Score -2154736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2154738.500000 Penalty: 3226.642578
	Iteration 73Q: 3 clusters Score -2154738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2154739.750000 Penalty: 3226.642578
	Iteration 74Q: 3 clusters Score -2154740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2154739.500000 Penalty: 3226.642578
	Iteration 75Q: 3 clusters Score -2154740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2154748.250000 Penalty: 3226.642578
	Iteration 76Q: 3 clusters Score -2154748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2154752.250000 Penalty: 3226.642578
	Iteration 77Q: 3 clusters Score -2154752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2154755.750000 Penalty: 3226.642578
	Iteration 78Q: 3 clusters Score -2154756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2154754.500000 Penalty: 3226.642578
	Iteration 79Q: 3 clusters Score -2154754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2154753.250000 Penalty: 3226.642578
	Iteration 80F: 3 clusters Score -2154753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2154756.750000 Penalty: 3226.642578
	Iteration 81Q: 3 clusters Score -2154757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2154767.000000 Penalty: 3226.642578
	Iteration 82Q: 3 clusters Score -2154767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2154775.000000 Penalty: 3226.642578
	Iteration 83Q: 3 clusters Score -2154775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2154777.500000 Penalty: 3226.642578
	Iteration 84Q: 3 clusters Score -2154778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2154782.750000 Penalty: 3226.642578
	Iteration 85Q: 3 clusters Score -2154783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2154784.500000 Penalty: 3226.642578
	Iteration 86Q: 3 clusters Score -2154784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2154784.250000 Penalty: 3226.642578
	Iteration 87Q: 3 clusters Score -2154784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2154786.250000 Penalty: 3226.642578
	Iteration 88Q: 3 clusters Score -2154786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2154791.250000 Penalty: 3226.642578
	Iteration 89Q: 3 clusters Score -2154791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2154798.000000 Penalty: 3226.642578
	Iteration 90Q: 3 clusters Score -2154798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2154802.500000 Penalty: 3226.642578
	Iteration 91Q: 3 clusters Score -2154802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2154808.500000 Penalty: 3226.642578
	Iteration 92Q: 3 clusters Score -2154808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2154812.250000 Penalty: 3226.642578
	Iteration 93Q: 3 clusters Score -2154812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2154813.250000 Penalty: 3226.642578
	Iteration 94Q: 3 clusters Score -2154813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2154814.500000 Penalty: 3226.642578
	Iteration 95Q: 3 clusters Score -2154814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2154818.750000 Penalty: 3226.642578
	Iteration 96Q: 3 clusters Score -2154819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2154816.250000 Penalty: 3226.642578
	Iteration 97Q: 3 clusters Score -2154816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2154816.500000 Penalty: 3226.642578
	Iteration 98Q: 3 clusters Score -2154816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2154817.500000 Penalty: 3226.642578
	Iteration 99Q: 3 clusters Score -2154818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2154823.750000 Penalty: 3226.642578
	Iteration 100F: 3 clusters Score -2154824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2154826.750000 Penalty: 3226.642578
	Iteration 101Q: 3 clusters Score -2154827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2154828.750000 Penalty: 3226.642578
	Iteration 102Q: 3 clusters Score -2154829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2154834.250000 Penalty: 3226.642578
	Iteration 103Q: 3 clusters Score -2154834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2154838.500000 Penalty: 3226.642578
	Iteration 104Q: 3 clusters Score -2154838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2154842.500000 Penalty: 3226.642578
	Iteration 105Q: 3 clusters Score -2154842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2154845.750000 Penalty: 3226.642578
	Iteration 106Q: 3 clusters Score -2154846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2154849.000000 Penalty: 3226.642578
	Iteration 107Q: 3 clusters Score -2154849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2154855.250000 Penalty: 3226.642578
	Iteration 108Q: 3 clusters Score -2154855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2154857.000000 Penalty: 3226.642578
	Iteration 109Q: 3 clusters Score -2154857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2154857.750000 Penalty: 3226.642578
	Iteration 110Q: 3 clusters Score -2154858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2154865.250000 Penalty: 3226.642578
	Iteration 111Q: 3 clusters Score -2154865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2154864.750000 Penalty: 3226.642578
	Iteration 112Q: 3 clusters Score -2154865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2154866.250000 Penalty: 3226.642578
	Iteration 113Q: 3 clusters Score -2154866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2154871.250000 Penalty: 3226.642578
	Iteration 114Q: 3 clusters Score -2154871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2154871.750000 Penalty: 3226.642578
	Iteration 115Q: 3 clusters Score -2154872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2154876.000000 Penalty: 3226.642578
	Iteration 116Q: 3 clusters Score -2154876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2154877.750000 Penalty: 3226.642578
	Iteration 117Q: 3 clusters Score -2154878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2154881.250000 Penalty: 3226.642578
	Iteration 118Q: 3 clusters Score -2154881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2154881.500000 Penalty: 3226.642578
	Iteration 119Q: 3 clusters Score -2154882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2154887.750000 Penalty: 3226.642578
	Iteration 120F: 3 clusters Score -2154888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2154893.000000 Penalty: 3226.642578
	Iteration 121Q: 3 clusters Score -2154893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2154891.000000 Penalty: 3226.642578
	Iteration 122Q: 3 clusters Score -2154891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2154896.500000 Penalty: 3226.642578
	Iteration 123Q: 3 clusters Score -2154896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2154902.000000 Penalty: 3226.642578
	Iteration 124Q: 3 clusters Score -2154902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2154903.250000 Penalty: 3226.642578
	Iteration 125Q: 3 clusters Score -2154903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2154903.250000 Penalty: 3226.642578
	Iteration 126Q: 3 clusters Score -2154903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2154903.250000 Penalty: 3226.642578
	Iteration 127F: 3 clusters Score -2154903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -106132.562500 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -106132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104573.093750 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -104573.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105052.109375 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -105052.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -105225.945312 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -105225.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105369.406250 Penalty: 2324.996094
	Iteration 3F: 3 clusters Score -105369.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -105577.367188 Penalty: 2324.996094
	Iteration 4F: 3 clusters Score -105577.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105806.929688 Penalty: 2324.996094
	Iteration 5F: 3 clusters Score -105806.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -105941.445312 Penalty: 2324.996094
	Iteration 6F: 3 clusters Score -105941.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106042.664062 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -106042.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -106092.453125 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -106092.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106126.281250 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -106126.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106153.851562 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -106153.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106174.062500 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -106174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106192.375000 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -106192.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106205.164062 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -106205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -106212.062500 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -106212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106214.554688 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -106214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106215.960938 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -106216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106216.437500 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -106216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106217.265625 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -106217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106218.218750 Penalty: 2324.996094
	Iteration 19Q: 3 clusters Score -106218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106223.046875 Penalty: 2324.996094
	Iteration 20F: 3 clusters Score -106223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106224.500000 Penalty: 2324.996094
	Iteration 21Q: 3 clusters Score -106224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106224.945312 Penalty: 2324.996094
	Iteration 22Q: 3 clusters Score -106224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106224.945312 Penalty: 2324.996094
	Iteration 23F: 3 clusters Score -106224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157886 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1610 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 5074 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Mstep: Class 45 contains 560 members 
Entering Unmasked Estep 
Score: -154050848.000000 Penalty: 104160.664062
Splitting cluster 18 changes total score from -154052336.000000 to -154050848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (82568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Entering Unmasked Estep 
Score: -8644137.000000 Penalty: 1839.723877
	Iteration 0F: 2 clusters Score -8644137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -8589023.000000 Penalty: 3679.447754
	Iteration 0F: 3 clusters Score -8589023 nChanged 39316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8612893.000000 Penalty: 3679.447754
	Iteration 1F: 3 clusters Score -8612893 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -8614753.000000 Penalty: 3679.447754
	Iteration 2F: 3 clusters Score -8614753 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -8617781.000000 Penalty: 3679.447754
	Iteration 3F: 3 clusters Score -8617781 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -8622237.000000 Penalty: 3679.447754
	Iteration 4F: 3 clusters Score -8622237 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -8627767.000000 Penalty: 3679.447754
	Iteration 5F: 3 clusters Score -8627767 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -8633262.000000 Penalty: 3679.447754
	Iteration 6F: 3 clusters Score -8633262 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -8637537.000000 Penalty: 3679.447754
	Iteration 7F: 3 clusters Score -8637537 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8640379.000000 Penalty: 3679.447754
	Iteration 8Q: 3 clusters Score -8640379 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8641766.000000 Penalty: 3679.447754
	Iteration 9Q: 3 clusters Score -8641766 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8642314.000000 Penalty: 3679.447754
	Iteration 10Q: 3 clusters Score -8642314 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8642572.000000 Penalty: 3679.447754
	Iteration 11Q: 3 clusters Score -8642572 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8642741.000000 Penalty: 3679.447754
	Iteration 12Q: 3 clusters Score -8642741 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8642827.000000 Penalty: 3679.447754
	Iteration 13Q: 3 clusters Score -8642827 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8642888.000000 Penalty: 3679.447754
	Iteration 14Q: 3 clusters Score -8642888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8642930.000000 Penalty: 3679.447754
	Iteration 15Q: 3 clusters Score -8642930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8642980.000000 Penalty: 3679.447754
	Iteration 16Q: 3 clusters Score -8642980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8643022.000000 Penalty: 3679.447754
	Iteration 17Q: 3 clusters Score -8643022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8643080.000000 Penalty: 3679.447754
	Iteration 18Q: 3 clusters Score -8643080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8643145.000000 Penalty: 3679.447754
	Iteration 19Q: 3 clusters Score -8643145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8643193.000000 Penalty: 3679.447754
	Iteration 20F: 3 clusters Score -8643193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8643234.000000 Penalty: 3679.447754
	Iteration 21Q: 3 clusters Score -8643234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8643294.000000 Penalty: 3679.447754
	Iteration 22Q: 3 clusters Score -8643294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8643323.000000 Penalty: 3679.447754
	Iteration 23Q: 3 clusters Score -8643323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8643355.000000 Penalty: 3679.447754
	Iteration 24Q: 3 clusters Score -8643355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8643376.000000 Penalty: 3679.447754
	Iteration 25Q: 3 clusters Score -8643376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8643399.000000 Penalty: 3679.447754
	Iteration 26Q: 3 clusters Score -8643399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8643389.000000 Penalty: 3679.447754
	Iteration 27Q: 3 clusters Score -8643389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8643399.000000 Penalty: 3679.447754
	Iteration 28Q: 3 clusters Score -8643399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8643398.000000 Penalty: 3679.447754
	Iteration 29Q: 3 clusters Score -8643398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8643403.000000 Penalty: 3679.447754
	Iteration 30Q: 3 clusters Score -8643403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8643406.000000 Penalty: 3679.447754
	Iteration 31Q: 3 clusters Score -8643406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8643409.000000 Penalty: 3679.447754
	Iteration 32Q: 3 clusters Score -8643409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8643405.000000 Penalty: 3679.447754
	Iteration 33Q: 3 clusters Score -8643405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8643402.000000 Penalty: 3679.447754
	Iteration 34Q: 3 clusters Score -8643402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8643409.000000 Penalty: 3679.447754
	Iteration 35Q: 3 clusters Score -8643409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8643412.000000 Penalty: 3679.447754
	Iteration 36Q: 3 clusters Score -8643412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8643410.000000 Penalty: 3679.447754
	Iteration 37Q: 3 clusters Score -8643410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8643409.000000 Penalty: 3679.447754
	Iteration 38Q: 3 clusters Score -8643409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8643413.000000 Penalty: 3679.447754
	Iteration 39Q: 3 clusters Score -8643413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8643412.000000 Penalty: 3679.447754
	Iteration 40F: 3 clusters Score -8643412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8643415.000000 Penalty: 3679.447754
	Iteration 41Q: 3 clusters Score -8643415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8643422.000000 Penalty: 3679.447754
	Iteration 42Q: 3 clusters Score -8643422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8643420.000000 Penalty: 3679.447754
	Iteration 43Q: 3 clusters Score -8643420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8643424.000000 Penalty: 3679.447754
	Iteration 44Q: 3 clusters Score -8643424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8643421.000000 Penalty: 3679.447754
	Iteration 45Q: 3 clusters Score -8643421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8643421.000000 Penalty: 3679.447754
	Iteration 46Q: 3 clusters Score -8643421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8643425.000000 Penalty: 3679.447754
	Iteration 47Q: 3 clusters Score -8643425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8643418.000000 Penalty: 3679.447754
	Iteration 48Q: 3 clusters Score -8643418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8643419.000000 Penalty: 3679.447754
	Iteration 49Q: 3 clusters Score -8643419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8643421.000000 Penalty: 3679.447754
	Iteration 50Q: 3 clusters Score -8643421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8643428.000000 Penalty: 3679.447754
	Iteration 51Q: 3 clusters Score -8643428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8643419.000000 Penalty: 3679.447754
	Iteration 52Q: 3 clusters Score -8643419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8643420.000000 Penalty: 3679.447754
	Iteration 53Q: 3 clusters Score -8643420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8643420.000000 Penalty: 3679.447754
	Iteration 54Q: 3 clusters Score -8643420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8643422.000000 Penalty: 3679.447754
	Iteration 55Q: 3 clusters Score -8643422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8643421.000000 Penalty: 3679.447754
	Iteration 56Q: 3 clusters Score -8643421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8643421.000000 Penalty: 3679.447754
	Iteration 57Q: 3 clusters Score -8643421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8643421.000000 Penalty: 3679.447754
	Iteration 58Q: 3 clusters Score -8643421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8643424.000000 Penalty: 3679.447754
	Iteration 59Q: 3 clusters Score -8643424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8643424.000000 Penalty: 3679.447754
	Iteration 60F: 3 clusters Score -8643424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190067 members 
Entering Unmasked Estep 
Score: -19808586.000000 Penalty: 1975.208984
	Iteration 0F: 2 clusters Score -1.980859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -19688086.000000 Penalty: 3950.417969
	Iteration 0F: 3 clusters Score -1.968809e+07 nChanged 91833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -19742846.000000 Penalty: 3950.417969
	Iteration 1F: 3 clusters Score -1.974285e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -19743800.000000 Penalty: 3950.417969
	Iteration 2Q: 3 clusters Score -1.97438e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -19745314.000000 Penalty: 3950.417969
	Iteration 3Q: 3 clusters Score -1.974531e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -19747128.000000 Penalty: 3950.417969
	Iteration 4Q: 3 clusters Score -1.974713e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -19749600.000000 Penalty: 3950.417969
	Iteration 5Q: 3 clusters Score -1.97496e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -19753246.000000 Penalty: 3950.417969
	Iteration 6Q: 3 clusters Score -1.975325e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -19758240.000000 Penalty: 3950.417969
	Iteration 7Q: 3 clusters Score -1.975824e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -19764964.000000 Penalty: 3950.417969
	Iteration 8F: 3 clusters Score -1.976496e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -19772350.000000 Penalty: 3950.417969
	Iteration 9F: 3 clusters Score -1.977235e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -19777852.000000 Penalty: 3950.417969
	Iteration 10F: 3 clusters Score -1.977785e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -19780298.000000 Penalty: 3950.417969
	Iteration 11Q: 3 clusters Score -1.97803e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -19781204.000000 Penalty: 3950.417969
	Iteration 12Q: 3 clusters Score -1.97812e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116895 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -19781774.000000 Penalty: 3950.417969
	Iteration 13Q: 3 clusters Score -1.978177e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119080 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -19782084.000000 Penalty: 3950.417969
	Iteration 14Q: 3 clusters Score -1.978208e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -19782480.000000 Penalty: 3950.417969
	Iteration 15Q: 3 clusters Score -1.978248e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -19783228.000000 Penalty: 3950.417969
	Iteration 16Q: 3 clusters Score -1.978323e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -19783830.000000 Penalty: 3950.417969
	Iteration 17Q: 3 clusters Score -1.978383e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -19784640.000000 Penalty: 3950.417969
	Iteration 18Q: 3 clusters Score -1.978464e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132985 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -19785596.000000 Penalty: 3950.417969
	Iteration 19Q: 3 clusters Score -1.97856e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136449 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -19786550.000000 Penalty: 3950.417969
	Iteration 20F: 3 clusters Score -1.978655e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -19787714.000000 Penalty: 3950.417969
	Iteration 21Q: 3 clusters Score -1.978771e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -19788974.000000 Penalty: 3950.417969
	Iteration 22Q: 3 clusters Score -1.978897e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -19790572.000000 Penalty: 3950.417969
	Iteration 23Q: 3 clusters Score -1.979057e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152144 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -19792058.000000 Penalty: 3950.417969
	Iteration 24Q: 3 clusters Score -1.979206e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156147 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -19793372.000000 Penalty: 3950.417969
	Iteration 25Q: 3 clusters Score -1.979337e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -19794678.000000 Penalty: 3950.417969
	Iteration 26Q: 3 clusters Score -1.979468e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -19795986.000000 Penalty: 3950.417969
	Iteration 27Q: 3 clusters Score -1.979599e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166670 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -19797476.000000 Penalty: 3950.417969
	Iteration 28Q: 3 clusters Score -1.979748e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169825 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -19798828.000000 Penalty: 3950.417969
	Iteration 29Q: 3 clusters Score -1.979883e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -19800170.000000 Penalty: 3950.417969
	Iteration 30Q: 3 clusters Score -1.980017e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -19801214.000000 Penalty: 3950.417969
	Iteration 31Q: 3 clusters Score -1.980121e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177311 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -19802238.000000 Penalty: 3950.417969
	Iteration 32Q: 3 clusters Score -1.980224e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179176 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -19803054.000000 Penalty: 3950.417969
	Iteration 33Q: 3 clusters Score -1.980305e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -19803854.000000 Penalty: 3950.417969
	Iteration 34Q: 3 clusters Score -1.980385e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182074 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -19804434.000000 Penalty: 3950.417969
	Iteration 35Q: 3 clusters Score -1.980443e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183183 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -19804886.000000 Penalty: 3950.417969
	Iteration 36Q: 3 clusters Score -1.980489e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -19805202.000000 Penalty: 3950.417969
	Iteration 37Q: 3 clusters Score -1.98052e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184830 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -19805560.000000 Penalty: 3950.417969
	Iteration 38Q: 3 clusters Score -1.980556e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -19805826.000000 Penalty: 3950.417969
	Iteration 39Q: 3 clusters Score -1.980583e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185917 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -19805948.000000 Penalty: 3950.417969
	Iteration 40F: 3 clusters Score -1.980595e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186280 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -19806132.000000 Penalty: 3950.417969
	Iteration 41Q: 3 clusters Score -1.980613e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -19806236.000000 Penalty: 3950.417969
	Iteration 42Q: 3 clusters Score -1.980624e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19806376.000000 Penalty: 3950.417969
	Iteration 43Q: 3 clusters Score -1.980638e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187084 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -19806466.000000 Penalty: 3950.417969
	Iteration 44Q: 3 clusters Score -1.980647e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187265 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19806528.000000 Penalty: 3950.417969
	Iteration 45Q: 3 clusters Score -1.980653e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187422 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19806604.000000 Penalty: 3950.417969
	Iteration 46Q: 3 clusters Score -1.98066e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187550 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -19806648.000000 Penalty: 3950.417969
	Iteration 47Q: 3 clusters Score -1.980665e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187654 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19806720.000000 Penalty: 3950.417969
	Iteration 48Q: 3 clusters Score -1.980672e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -19806728.000000 Penalty: 3950.417969
	Iteration 49Q: 3 clusters Score -1.980673e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187838 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -19806778.000000 Penalty: 3950.417969
	Iteration 50Q: 3 clusters Score -1.980678e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -19806806.000000 Penalty: 3950.417969
	Iteration 51Q: 3 clusters Score -1.980681e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187965 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -19806838.000000 Penalty: 3950.417969
	Iteration 52Q: 3 clusters Score -1.980684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19806828.000000 Penalty: 3950.417969
	Iteration 53Q: 3 clusters Score -1.980683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188073 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19806874.000000 Penalty: 3950.417969
	Iteration 54Q: 3 clusters Score -1.980687e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188122 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -19806902.000000 Penalty: 3950.417969
	Iteration 55Q: 3 clusters Score -1.98069e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188158 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -19806912.000000 Penalty: 3950.417969
	Iteration 56Q: 3 clusters Score -1.980691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19806930.000000 Penalty: 3950.417969
	Iteration 57Q: 3 clusters Score -1.980693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188204 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -19806942.000000 Penalty: 3950.417969
	Iteration 58Q: 3 clusters Score -1.980694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188219 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19806934.000000 Penalty: 3950.417969
	Iteration 59Q: 3 clusters Score -1.980693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188237 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -19806924.000000 Penalty: 3950.417969
	Iteration 60F: 3 clusters Score -1.980692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188250 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19806942.000000 Penalty: 3950.417969
	Iteration 61Q: 3 clusters Score -1.980694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188263 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -19806950.000000 Penalty: 3950.417969
	Iteration 62Q: 3 clusters Score -1.980695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188278 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19806946.000000 Penalty: 3950.417969
	Iteration 63Q: 3 clusters Score -1.980695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19806962.000000 Penalty: 3950.417969
	Iteration 64Q: 3 clusters Score -1.980696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188305 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -19806968.000000 Penalty: 3950.417969
	Iteration 65Q: 3 clusters Score -1.980697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19806958.000000 Penalty: 3950.417969
	Iteration 66Q: 3 clusters Score -1.980696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188318 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -19806966.000000 Penalty: 3950.417969
	Iteration 67Q: 3 clusters Score -1.980697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188326 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -19806964.000000 Penalty: 3950.417969
	Iteration 68Q: 3 clusters Score -1.980696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19806950.000000 Penalty: 3950.417969
	Iteration 69Q: 3 clusters Score -1.980695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188340 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19806944.000000 Penalty: 3950.417969
	Iteration 70Q: 3 clusters Score -1.980694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188352 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -19806936.000000 Penalty: 3950.417969
	Iteration 71Q: 3 clusters Score -1.980694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188369 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19806954.000000 Penalty: 3950.417969
	Iteration 72Q: 3 clusters Score -1.980695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188380 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19806944.000000 Penalty: 3950.417969
	Iteration 73Q: 3 clusters Score -1.980694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188394 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19806944.000000 Penalty: 3950.417969
	Iteration 74Q: 3 clusters Score -1.980694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19806938.000000 Penalty: 3950.417969
	Iteration 75Q: 3 clusters Score -1.980694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188417 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19806938.000000 Penalty: 3950.417969
	Iteration 76Q: 3 clusters Score -1.980694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188429 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19806926.000000 Penalty: 3950.417969
	Iteration 77Q: 3 clusters Score -1.980693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188439 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19806928.000000 Penalty: 3950.417969
	Iteration 78Q: 3 clusters Score -1.980693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188447 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19806918.000000 Penalty: 3950.417969
	Iteration 79Q: 3 clusters Score -1.980692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19806938.000000 Penalty: 3950.417969
	Iteration 80F: 3 clusters Score -1.980694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188471 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19806958.000000 Penalty: 3950.417969
	Iteration 81Q: 3 clusters Score -1.980696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19806958.000000 Penalty: 3950.417969
	Iteration 82Q: 3 clusters Score -1.980696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188483 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19806958.000000 Penalty: 3950.417969
	Iteration 83Q: 3 clusters Score -1.980696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -19806960.000000 Penalty: 3950.417969
	Iteration 84Q: 3 clusters Score -1.980696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188497 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19806956.000000 Penalty: 3950.417969
	Iteration 85Q: 3 clusters Score -1.980696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188504 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -19806954.000000 Penalty: 3950.417969
	Iteration 86Q: 3 clusters Score -1.980695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19806964.000000 Penalty: 3950.417969
	Iteration 87Q: 3 clusters Score -1.980696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188512 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19806970.000000 Penalty: 3950.417969
	Iteration 88Q: 3 clusters Score -1.980697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188515 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19806984.000000 Penalty: 3950.417969
	Iteration 89Q: 3 clusters Score -1.980698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19806974.000000 Penalty: 3950.417969
	Iteration 90Q: 3 clusters Score -1.980697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188524 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19806982.000000 Penalty: 3950.417969
	Iteration 91Q: 3 clusters Score -1.980698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188532 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19806976.000000 Penalty: 3950.417969
	Iteration 92Q: 3 clusters Score -1.980698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188537 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19806976.000000 Penalty: 3950.417969
	Iteration 93Q: 3 clusters Score -1.980698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188539 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -19806990.000000 Penalty: 3950.417969
	Iteration 94Q: 3 clusters Score -1.980699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188540 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -19806980.000000 Penalty: 3950.417969
	Iteration 95Q: 3 clusters Score -1.980698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188541 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19806986.000000 Penalty: 3950.417969
	Iteration 96Q: 3 clusters Score -1.980699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19806980.000000 Penalty: 3950.417969
	Iteration 97Q: 3 clusters Score -1.980698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188544 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19806984.000000 Penalty: 3950.417969
	Iteration 98Q: 3 clusters Score -1.980698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188544 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19806984.000000 Penalty: 3950.417969
	Iteration 99F: 3 clusters Score -1.980698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (114173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114173 members 
Entering Unmasked Estep 
Score: -11952587.000000 Penalty: 1892.388794
	Iteration 0F: 2 clusters Score -1.195259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -11876104.000000 Penalty: 3784.777588
	Iteration 0F: 3 clusters Score -1.18761e+07 nChanged 54990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -11908644.000000 Penalty: 3784.777588
	Iteration 1F: 3 clusters Score -1.190864e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -11910478.000000 Penalty: 3784.777588
	Iteration 2Q: 3 clusters Score -1.191048e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -11913751.000000 Penalty: 3784.777588
	Iteration 3F: 3 clusters Score -1.191375e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -11919359.000000 Penalty: 3784.777588
	Iteration 4F: 3 clusters Score -1.191936e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -11927834.000000 Penalty: 3784.777588
	Iteration 5F: 3 clusters Score -1.192783e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -11936985.000000 Penalty: 3784.777588
	Iteration 6F: 3 clusters Score -1.193698e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -11944165.000000 Penalty: 3784.777588
	Iteration 7F: 3 clusters Score -1.194416e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -11948091.000000 Penalty: 3784.777588
	Iteration 8Q: 3 clusters Score -1.194809e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -11949943.000000 Penalty: 3784.777588
	Iteration 9Q: 3 clusters Score -1.194994e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -11950571.000000 Penalty: 3784.777588
	Iteration 10Q: 3 clusters Score -1.195057e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -11950765.000000 Penalty: 3784.777588
	Iteration 11Q: 3 clusters Score -1.195076e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -11950888.000000 Penalty: 3784.777588
	Iteration 12Q: 3 clusters Score -1.195089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -11950931.000000 Penalty: 3784.777588
	Iteration 13Q: 3 clusters Score -1.195093e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -11950964.000000 Penalty: 3784.777588
	Iteration 14Q: 3 clusters Score -1.195096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -11950969.000000 Penalty: 3784.777588
	Iteration 15Q: 3 clusters Score -1.195097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -11950984.000000 Penalty: 3784.777588
	Iteration 16Q: 3 clusters Score -1.195098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -11950982.000000 Penalty: 3784.777588
	Iteration 17Q: 3 clusters Score -1.195098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -11950988.000000 Penalty: 3784.777588
	Iteration 18Q: 3 clusters Score -1.195099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -11951015.000000 Penalty: 3784.777588
	Iteration 19Q: 3 clusters Score -1.195102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -11951023.000000 Penalty: 3784.777588
	Iteration 20F: 3 clusters Score -1.195102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -11951030.000000 Penalty: 3784.777588
	Iteration 21Q: 3 clusters Score -1.195103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -11951028.000000 Penalty: 3784.777588
	Iteration 22Q: 3 clusters Score -1.195103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -11951034.000000 Penalty: 3784.777588
	Iteration 23Q: 3 clusters Score -1.195103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -11951028.000000 Penalty: 3784.777588
	Iteration 24Q: 3 clusters Score -1.195103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -11951034.000000 Penalty: 3784.777588
	Iteration 25Q: 3 clusters Score -1.195103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -11951029.000000 Penalty: 3784.777588
	Iteration 26Q: 3 clusters Score -1.195103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -11951027.000000 Penalty: 3784.777588
	Iteration 27Q: 3 clusters Score -1.195103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -11951036.000000 Penalty: 3784.777588
	Iteration 28Q: 3 clusters Score -1.195104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 113874 members 
Entering Unmasked Estep 
Score: -11951037.000000 Penalty: 3784.777588
	Iteration 29Q: 3 clusters Score -1.195104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -11951040.000000 Penalty: 3784.777588
	Iteration 30Q: 3 clusters Score -1.195104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -11951040.000000 Penalty: 3784.777588
	Iteration 31Q: 3 clusters Score -1.195104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -11951040.000000 Penalty: 3784.777588
	Iteration 32F: 3 clusters Score -1.195104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Entering Unmasked Estep 
Score: -1183739.000000 Penalty: 1521.622925
	Iteration 0F: 2 clusters Score -1183739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1175602.000000 Penalty: 3043.245850
	Iteration 0F: 3 clusters Score -1175602 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1178508.875000 Penalty: 3043.245850
	Iteration 1F: 3 clusters Score -1178509 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1179058.125000 Penalty: 3043.245850
	Iteration 2F: 3 clusters Score -1179058 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1179538.250000 Penalty: 3043.245850
	Iteration 3F: 3 clusters Score -1179538 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1179884.250000 Penalty: 3043.245850
	Iteration 4F: 3 clusters Score -1179884 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1180185.625000 Penalty: 3043.245850
	Iteration 5Q: 3 clusters Score -1180186 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1180447.750000 Penalty: 3043.245850
	Iteration 6Q: 3 clusters Score -1180448 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1180697.125000 Penalty: 3043.245850
	Iteration 7Q: 3 clusters Score -1180697 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1180882.000000 Penalty: 3043.245850
	Iteration 8Q: 3 clusters Score -1180882 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1181017.750000 Penalty: 3043.245850
	Iteration 9Q: 3 clusters Score -1181018 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1181119.625000 Penalty: 3043.245850
	Iteration 10Q: 3 clusters Score -1181120 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1181200.750000 Penalty: 3043.245850
	Iteration 11Q: 3 clusters Score -1181201 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1181279.875000 Penalty: 3043.245850
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1181503 nChanged 152
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Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1181553 nChanged 140
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Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1181591 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1181670 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1181697 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1181828 nChanged 61
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Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1181841 nChanged 68
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Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1181859 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1181871 nChanged 57
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Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1181883 nChanged 51
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Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1181890 nChanged 43
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Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1181896 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1181900 nChanged 42
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Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1181911 nChanged 43
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Mstep: Class 1 contains 7890 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1181916 nChanged 47
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Mstep: Class 1 contains 7935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7980 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8024 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1181952 nChanged 43
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Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1181971 nChanged 59
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Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8352 members 
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Mstep: Class 1 contains 8393 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3230 members 
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	Iteration 48Q: 3 clusters Score -1182016 nChanged 45
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8517 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3101 members 
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Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8645 members 
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Mstep: Class 1 contains 8696 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8742 members 
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Mstep: Class 1 contains 8789 members 
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Mstep: Class 1 contains 8839 members 
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	Iteration 57Q: 3 clusters Score -1182094 nChanged 40
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Mstep: Class 1 contains 8879 members 
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	Iteration 58Q: 3 clusters Score -1182105 nChanged 39
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Mstep: Class 1 contains 8916 members 
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Mstep: Class 1 contains 8958 members 
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	Iteration 60F: 3 clusters Score -1182124 nChanged 60
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Mstep: Class 1 contains 9018 members 
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	Iteration 61Q: 3 clusters Score -1182139 nChanged 68
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Mstep: Class 1 contains 9084 members 
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	Iteration 62Q: 3 clusters Score -1182155 nChanged 58
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Mstep: Class 1 contains 9142 members 
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	Iteration 63Q: 3 clusters Score -1182173 nChanged 69
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Mstep: Class 1 contains 9211 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1182193 nChanged 89
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Mstep: Class 1 contains 9300 members 
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	Iteration 65Q: 3 clusters Score -1182223 nChanged 97
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Mstep: Class 1 contains 9393 members 
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	Iteration 66Q: 3 clusters Score -1182256 nChanged 82
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Mstep: Class 1 contains 9475 members 
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	Iteration 67Q: 3 clusters Score -1182287 nChanged 63
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Mstep: Class 1 contains 9538 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1182303 nChanged 73
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Mstep: Class 1 contains 9607 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1182332 nChanged 75
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Mstep: Class 1 contains 9680 members 
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	Iteration 70Q: 3 clusters Score -1182360 nChanged 74
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Mstep: Class 1 contains 9754 members 
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	Iteration 71Q: 3 clusters Score -1182393 nChanged 77
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Mstep: Class 1 contains 9829 members 
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Entering Unmasked Estep 
Score: -1182430.875000 Penalty: 3043.245850
	Iteration 72Q: 3 clusters Score -1182431 nChanged 90
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Mstep: Class 1 contains 9913 members 
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Mstep: Class 1 contains 9998 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10071 members 
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	Iteration 75Q: 3 clusters Score -1182549 nChanged 78
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Mstep: Class 1 contains 10147 members 
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	Iteration 76Q: 3 clusters Score -1182582 nChanged 79
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Mstep: Class 1 contains 10220 members 
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	Iteration 77Q: 3 clusters Score -1182625 nChanged 86
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Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1365 members 
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	Iteration 78Q: 3 clusters Score -1182676 nChanged 90
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Mstep: Class 1 contains 10360 members 
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	Iteration 79Q: 3 clusters Score -1182716 nChanged 51
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Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1182738 nChanged 46
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Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1182756 nChanged 44
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Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1168 members 
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Mstep: Class 1 contains 10535 members 
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	Iteration 83Q: 3 clusters Score -1182801 nChanged 44
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Mstep: Class 1 contains 10573 members 
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	Iteration 84Q: 3 clusters Score -1182817 nChanged 38
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Mstep: Class 1 contains 10609 members 
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	Iteration 85Q: 3 clusters Score -1182836 nChanged 31
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Mstep: Class 1 contains 10638 members 
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Mstep: Class 1 contains 10662 members 
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Mstep: Class 1 contains 10690 members 
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Mstep: Class 1 contains 10727 members 
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	Iteration 89Q: 3 clusters Score -1182912 nChanged 30
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Mstep: Class 1 contains 10755 members 
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Mstep: Class 1 contains 10776 members 
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Mstep: Class 1 contains 10802 members 
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Mstep: Class 1 contains 10824 members 
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Mstep: Class 1 contains 10847 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1183033 nChanged 34
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Mstep: Class 1 contains 10865 members 
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Mstep: Class 1 contains 10889 members 
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	Iteration 96Q: 3 clusters Score -1183091 nChanged 28
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Mstep: Class 1 contains 10907 members 
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	Iteration 97Q: 3 clusters Score -1183108 nChanged 22
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Mstep: Class 1 contains 10919 members 
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	Iteration 98Q: 3 clusters Score -1183130 nChanged 17
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Mstep: Class 1 contains 10928 members 
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	Iteration 99Q: 3 clusters Score -1183141 nChanged 16
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Mstep: Class 1 contains 10930 members 
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	Iteration 100F: 3 clusters Score -1183150 nChanged 10
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Mstep: Class 1 contains 10934 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1183152 nChanged 7
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Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1183158.000000 Penalty: 3043.245850
	Iteration 102Q: 3 clusters Score -1183158 nChanged 10
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Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 720 members 
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	Iteration 103Q: 3 clusters Score -1183162 nChanged 8
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Mstep: Class 1 contains 10943 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1183165 nChanged 5
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Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1183168.250000 Penalty: 3043.245850
	Iteration 105Q: 3 clusters Score -1183168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1183171.250000 Penalty: 3043.245850
	Iteration 106Q: 3 clusters Score -1183171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1183174.000000 Penalty: 3043.245850
	Iteration 107Q: 3 clusters Score -1183174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1183175.500000 Penalty: 3043.245850
	Iteration 108Q: 3 clusters Score -1183176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1183175.125000 Penalty: 3043.245850
	Iteration 109Q: 3 clusters Score -1183175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1183180.375000 Penalty: 3043.245850
	Iteration 110Q: 3 clusters Score -1183180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1183182.125000 Penalty: 3043.245850
	Iteration 111Q: 3 clusters Score -1183182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1183182.375000 Penalty: 3043.245850
	Iteration 112Q: 3 clusters Score -1183182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1183183.000000 Penalty: 3043.245850
	Iteration 113Q: 3 clusters Score -1183183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1183184.000000 Penalty: 3043.245850
	Iteration 114Q: 3 clusters Score -1183184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1183185.500000 Penalty: 3043.245850
	Iteration 115Q: 3 clusters Score -1183186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1183187.500000 Penalty: 3043.245850
	Iteration 116Q: 3 clusters Score -1183188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1183187.500000 Penalty: 3043.245850
	Iteration 117F: 3 clusters Score -1183188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -554159.625000 Penalty: 1401.236450
	Iteration 0F: 2 clusters Score -554159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -549855.250000 Penalty: 2802.472900
	Iteration 0F: 3 clusters Score -549855.2 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -551087.437500 Penalty: 2802.472900
	Iteration 1F: 3 clusters Score -551087.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -551340.000000 Penalty: 2802.472900
	Iteration 2F: 3 clusters Score -551340 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -551596.750000 Penalty: 2802.472900
	Iteration 3F: 3 clusters Score -551596.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -551847.000000 Penalty: 2802.472900
	Iteration 4F: 3 clusters Score -551847 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -552106.500000 Penalty: 2802.472900
	Iteration 5F: 3 clusters Score -552106.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -552361.687500 Penalty: 2802.472900
	Iteration 6F: 3 clusters Score -552361.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -552654.062500 Penalty: 2802.472900
	Iteration 7F: 3 clusters Score -552654.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -552983.000000 Penalty: 2802.472900
	Iteration 8F: 3 clusters Score -552983 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -553277.687500 Penalty: 2802.472900
	Iteration 9F: 3 clusters Score -553277.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -553562.187500 Penalty: 2802.472900
	Iteration 10Q: 3 clusters Score -553562.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -553752.000000 Penalty: 2802.472900
	Iteration 11Q: 3 clusters Score -553752 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -553874.125000 Penalty: 2802.472900
	Iteration 12Q: 3 clusters Score -553874.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -553939.625000 Penalty: 2802.472900
	Iteration 13Q: 3 clusters Score -553939.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -553973.875000 Penalty: 2802.472900
	Iteration 14Q: 3 clusters Score -553973.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -553992.062500 Penalty: 2802.472900
	Iteration 15Q: 3 clusters Score -553992.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -553998.937500 Penalty: 2802.472900
	Iteration 16Q: 3 clusters Score -553998.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -554004.187500 Penalty: 2802.472900
	Iteration 17Q: 3 clusters Score -554004.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -554007.375000 Penalty: 2802.472900
	Iteration 18Q: 3 clusters Score -554007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -554010.937500 Penalty: 2802.472900
	Iteration 19Q: 3 clusters Score -554010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -554011.812500 Penalty: 2802.472900
	Iteration 20F: 3 clusters Score -554011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -554013.375000 Penalty: 2802.472900
	Iteration 21Q: 3 clusters Score -554013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -554015.187500 Penalty: 2802.472900
	Iteration 22Q: 3 clusters Score -554015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -554016.437500 Penalty: 2802.472900
	Iteration 23Q: 3 clusters Score -554016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -554016.187500 Penalty: 2802.472900
	Iteration 24Q: 3 clusters Score -554016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -554017.312500 Penalty: 2802.472900
	Iteration 25Q: 3 clusters Score -554017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -554018.250000 Penalty: 2802.472900
	Iteration 26Q: 3 clusters Score -554018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -554018.250000 Penalty: 2802.472900
	Iteration 27F: 3 clusters Score -554018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Entering Unmasked Estep 
Score: -3308552.250000 Penalty: 1685.880127
	Iteration 0F: 2 clusters Score -3308552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3287133.500000 Penalty: 3371.760254
	Iteration 0F: 3 clusters Score -3287134 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3295352.750000 Penalty: 3371.760254
	Iteration 1F: 3 clusters Score -3295353 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3295984.000000 Penalty: 3371.760254
	Iteration 2Q: 3 clusters Score -3295984 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3296897.000000 Penalty: 3371.760254
	Iteration 3F: 3 clusters Score -3296897 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3298420.000000 Penalty: 3371.760254
	Iteration 4F: 3 clusters Score -3298420 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3300581.250000 Penalty: 3371.760254
	Iteration 5F: 3 clusters Score -3300581 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3302926.750000 Penalty: 3371.760254
	Iteration 6F: 3 clusters Score -3302927 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3304860.500000 Penalty: 3371.760254
	Iteration 7F: 3 clusters Score -3304860 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3306053.000000 Penalty: 3371.760254
	Iteration 8Q: 3 clusters Score -3306053 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3306686.750000 Penalty: 3371.760254
	Iteration 9Q: 3 clusters Score -3306687 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3307018.250000 Penalty: 3371.760254
	Iteration 10Q: 3 clusters Score -3307018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3307174.750000 Penalty: 3371.760254
	Iteration 11Q: 3 clusters Score -3307175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3307251.250000 Penalty: 3371.760254
	Iteration 12Q: 3 clusters Score -3307251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3307305.250000 Penalty: 3371.760254
	Iteration 13Q: 3 clusters Score -3307305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3307328.000000 Penalty: 3371.760254
	Iteration 14Q: 3 clusters Score -3307328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3307362.000000 Penalty: 3371.760254
	Iteration 15Q: 3 clusters Score -3307362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3307385.000000 Penalty: 3371.760254
	Iteration 16Q: 3 clusters Score -3307385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3307398.500000 Penalty: 3371.760254
	Iteration 17Q: 3 clusters Score -3307398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3307405.500000 Penalty: 3371.760254
	Iteration 18Q: 3 clusters Score -3307406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3307415.500000 Penalty: 3371.760254
	Iteration 19Q: 3 clusters Score -3307416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3307421.250000 Penalty: 3371.760254
	Iteration 20F: 3 clusters Score -3307421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3307428.000000 Penalty: 3371.760254
	Iteration 21Q: 3 clusters Score -3307428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3307430.750000 Penalty: 3371.760254
	Iteration 22Q: 3 clusters Score -3307431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3307429.750000 Penalty: 3371.760254
	Iteration 23Q: 3 clusters Score -3307430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3307428.000000 Penalty: 3371.760254
	Iteration 24Q: 3 clusters Score -3307428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3307428.000000 Penalty: 3371.760254
	Iteration 25F: 3 clusters Score -3307428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Entering Unmasked Estep 
Score: -1543783.375000 Penalty: 1566.612671
	Iteration 0F: 2 clusters Score -1543783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1533269.875000 Penalty: 3133.225342
	Iteration 0F: 3 clusters Score -1533270 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1537848.750000 Penalty: 3133.225342
	Iteration 1F: 3 clusters Score -1537849 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1539383.875000 Penalty: 3133.225342
	Iteration 2F: 3 clusters Score -1539384 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1540859.125000 Penalty: 3133.225342
	Iteration 3F: 3 clusters Score -1540859 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1541823.625000 Penalty: 3133.225342
	Iteration 4F: 3 clusters Score -1541824 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1542385.000000 Penalty: 3133.225342
	Iteration 5F: 3 clusters Score -1542385 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1542699.000000 Penalty: 3133.225342
	Iteration 6Q: 3 clusters Score -1542699 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1542886.875000 Penalty: 3133.225342
	Iteration 7Q: 3 clusters Score -1542887 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1543003.250000 Penalty: 3133.225342
	Iteration 8Q: 3 clusters Score -1543003 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1543081.500000 Penalty: 3133.225342
	Iteration 9Q: 3 clusters Score -1543082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1543128.750000 Penalty: 3133.225342
	Iteration 10Q: 3 clusters Score -1543129 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1543161.500000 Penalty: 3133.225342
	Iteration 11Q: 3 clusters Score -1543162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1543190.375000 Penalty: 3133.225342
	Iteration 12Q: 3 clusters Score -1543190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1543203.250000 Penalty: 3133.225342
	Iteration 13Q: 3 clusters Score -1543203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1543211.250000 Penalty: 3133.225342
	Iteration 14Q: 3 clusters Score -1543211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1543221.625000 Penalty: 3133.225342
	Iteration 15Q: 3 clusters Score -1543222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1543234.875000 Penalty: 3133.225342
	Iteration 16Q: 3 clusters Score -1543235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1543237.250000 Penalty: 3133.225342
	Iteration 17Q: 3 clusters Score -1543237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1543244.625000 Penalty: 3133.225342
	Iteration 18Q: 3 clusters Score -1543245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1543247.125000 Penalty: 3133.225342
	Iteration 19Q: 3 clusters Score -1543247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1543248.625000 Penalty: 3133.225342
	Iteration 20F: 3 clusters Score -1543249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1543249.625000 Penalty: 3133.225342
	Iteration 21Q: 3 clusters Score -1543250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1543250.375000 Penalty: 3133.225342
	Iteration 22Q: 3 clusters Score -1543250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1543251.375000 Penalty: 3133.225342
	Iteration 23Q: 3 clusters Score -1543251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1543257.000000 Penalty: 3133.225342
	Iteration 24Q: 3 clusters Score -1543257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1543257.875000 Penalty: 3133.225342
	Iteration 25Q: 3 clusters Score -1543258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1543264.750000 Penalty: 3133.225342
	Iteration 26Q: 3 clusters Score -1543265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1543266.750000 Penalty: 3133.225342
	Iteration 27Q: 3 clusters Score -1543267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1543268.000000 Penalty: 3133.225342
	Iteration 28Q: 3 clusters Score -1543268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1543272.000000 Penalty: 3133.225342
	Iteration 29Q: 3 clusters Score -1543272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1543274.250000 Penalty: 3133.225342
	Iteration 30Q: 3 clusters Score -1543274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1543275.000000 Penalty: 3133.225342
	Iteration 31Q: 3 clusters Score -1543275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1543279.125000 Penalty: 3133.225342
	Iteration 32Q: 3 clusters Score -1543279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1543289.750000 Penalty: 3133.225342
	Iteration 33Q: 3 clusters Score -1543290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1543291.625000 Penalty: 3133.225342
	Iteration 34Q: 3 clusters Score -1543292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1543295.375000 Penalty: 3133.225342
	Iteration 35Q: 3 clusters Score -1543295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1543293.625000 Penalty: 3133.225342
	Iteration 36Q: 3 clusters Score -1543294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1543295.125000 Penalty: 3133.225342
	Iteration 37Q: 3 clusters Score -1543295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1543295.250000 Penalty: 3133.225342
	Iteration 38Q: 3 clusters Score -1543295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1543295.750000 Penalty: 3133.225342
	Iteration 39Q: 3 clusters Score -1543296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1543296.875000 Penalty: 3133.225342
	Iteration 40F: 3 clusters Score -1543297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1543305.875000 Penalty: 3133.225342
	Iteration 41Q: 3 clusters Score -1543306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1543303.625000 Penalty: 3133.225342
	Iteration 42Q: 3 clusters Score -1543304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1543307.375000 Penalty: 3133.225342
	Iteration 43Q: 3 clusters Score -1543307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1543307.000000 Penalty: 3133.225342
	Iteration 44Q: 3 clusters Score -1543307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1543308.000000 Penalty: 3133.225342
	Iteration 45Q: 3 clusters Score -1543308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1543308.875000 Penalty: 3133.225342
	Iteration 46Q: 3 clusters Score -1543309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1543309.500000 Penalty: 3133.225342
	Iteration 47Q: 3 clusters Score -1543310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1543314.625000 Penalty: 3133.225342
	Iteration 48Q: 3 clusters Score -1543315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1543319.125000 Penalty: 3133.225342
	Iteration 49Q: 3 clusters Score -1543319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1543321.500000 Penalty: 3133.225342
	Iteration 50Q: 3 clusters Score -1543322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1543319.250000 Penalty: 3133.225342
	Iteration 51Q: 3 clusters Score -1543319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1543323.750000 Penalty: 3133.225342
	Iteration 52Q: 3 clusters Score -1543324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1543323.500000 Penalty: 3133.225342
	Iteration 53Q: 3 clusters Score -1543324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1543327.375000 Penalty: 3133.225342
	Iteration 54Q: 3 clusters Score -1543327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1543327.500000 Penalty: 3133.225342
	Iteration 55Q: 3 clusters Score -1543328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1543331.000000 Penalty: 3133.225342
	Iteration 56Q: 3 clusters Score -1543331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1543336.125000 Penalty: 3133.225342
	Iteration 57Q: 3 clusters Score -1543336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1543331.625000 Penalty: 3133.225342
	Iteration 58Q: 3 clusters Score -1543332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1543334.500000 Penalty: 3133.225342
	Iteration 59Q: 3 clusters Score -1543334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1543336.125000 Penalty: 3133.225342
	Iteration 60F: 3 clusters Score -1543336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1543344.375000 Penalty: 3133.225342
	Iteration 61Q: 3 clusters Score -1543344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1543346.375000 Penalty: 3133.225342
	Iteration 62Q: 3 clusters Score -1543346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1543359.875000 Penalty: 3133.225342
	Iteration 63Q: 3 clusters Score -1543360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1543369.250000 Penalty: 3133.225342
	Iteration 64Q: 3 clusters Score -1543369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1543375.250000 Penalty: 3133.225342
	Iteration 65Q: 3 clusters Score -1543375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1543388.625000 Penalty: 3133.225342
	Iteration 66Q: 3 clusters Score -1543389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1543407.500000 Penalty: 3133.225342
	Iteration 67Q: 3 clusters Score -1543408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1543423.125000 Penalty: 3133.225342
	Iteration 68Q: 3 clusters Score -1543423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1543441.875000 Penalty: 3133.225342
	Iteration 69Q: 3 clusters Score -1543442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1543455.750000 Penalty: 3133.225342
	Iteration 70Q: 3 clusters Score -1543456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1543468.250000 Penalty: 3133.225342
	Iteration 71Q: 3 clusters Score -1543468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1543482.625000 Penalty: 3133.225342
	Iteration 72Q: 3 clusters Score -1543483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1543488.000000 Penalty: 3133.225342
	Iteration 73Q: 3 clusters Score -1543488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1543494.125000 Penalty: 3133.225342
	Iteration 74Q: 3 clusters Score -1543494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1543502.250000 Penalty: 3133.225342
	Iteration 75Q: 3 clusters Score -1543502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1543510.000000 Penalty: 3133.225342
	Iteration 76Q: 3 clusters Score -1543510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1543525.750000 Penalty: 3133.225342
	Iteration 77Q: 3 clusters Score -1543526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1543530.875000 Penalty: 3133.225342
	Iteration 78Q: 3 clusters Score -1543531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1543539.750000 Penalty: 3133.225342
	Iteration 79Q: 3 clusters Score -1543540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1543544.000000 Penalty: 3133.225342
	Iteration 80F: 3 clusters Score -1543544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1543551.250000 Penalty: 3133.225342
	Iteration 81Q: 3 clusters Score -1543551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1543550.625000 Penalty: 3133.225342
	Iteration 82Q: 3 clusters Score -1543551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1543556.500000 Penalty: 3133.225342
	Iteration 83Q: 3 clusters Score -1543556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1543558.875000 Penalty: 3133.225342
	Iteration 84Q: 3 clusters Score -1543559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1543561.750000 Penalty: 3133.225342
	Iteration 85Q: 3 clusters Score -1543562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1543566.000000 Penalty: 3133.225342
	Iteration 86Q: 3 clusters Score -1543566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1543569.625000 Penalty: 3133.225342
	Iteration 87Q: 3 clusters Score -1543570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1543571.750000 Penalty: 3133.225342
	Iteration 88Q: 3 clusters Score -1543572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1543574.250000 Penalty: 3133.225342
	Iteration 89Q: 3 clusters Score -1543574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1543573.500000 Penalty: 3133.225342
	Iteration 90Q: 3 clusters Score -1543574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1543575.125000 Penalty: 3133.225342
	Iteration 91Q: 3 clusters Score -1543575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1543573.750000 Penalty: 3133.225342
	Iteration 92Q: 3 clusters Score -1543574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1543578.875000 Penalty: 3133.225342
	Iteration 93Q: 3 clusters Score -1543579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1543580.625000 Penalty: 3133.225342
	Iteration 94Q: 3 clusters Score -1543581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1543580.875000 Penalty: 3133.225342
	Iteration 95Q: 3 clusters Score -1543581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1543584.250000 Penalty: 3133.225342
	Iteration 96Q: 3 clusters Score -1543584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1543585.250000 Penalty: 3133.225342
	Iteration 97Q: 3 clusters Score -1543585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1543582.250000 Penalty: 3133.225342
	Iteration 98Q: 3 clusters Score -1543582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1543583.625000 Penalty: 3133.225342
	Iteration 99Q: 3 clusters Score -1543584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1543588.500000 Penalty: 3133.225342
	Iteration 100F: 3 clusters Score -1543588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1543590.000000 Penalty: 3133.225342
	Iteration 101Q: 3 clusters Score -1543590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1543592.125000 Penalty: 3133.225342
	Iteration 102Q: 3 clusters Score -1543592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1543594.250000 Penalty: 3133.225342
	Iteration 103Q: 3 clusters Score -1543594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1543594.625000 Penalty: 3133.225342
	Iteration 104Q: 3 clusters Score -1543595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1543595.625000 Penalty: 3133.225342
	Iteration 105Q: 3 clusters Score -1543596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1543595.125000 Penalty: 3133.225342
	Iteration 106Q: 3 clusters Score -1543595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1543597.000000 Penalty: 3133.225342
	Iteration 107Q: 3 clusters Score -1543597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1543599.875000 Penalty: 3133.225342
	Iteration 108Q: 3 clusters Score -1543600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1543604.375000 Penalty: 3133.225342
	Iteration 109Q: 3 clusters Score -1543604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1543608.125000 Penalty: 3133.225342
	Iteration 110Q: 3 clusters Score -1543608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1543605.750000 Penalty: 3133.225342
	Iteration 111Q: 3 clusters Score -1543606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1543606.375000 Penalty: 3133.225342
	Iteration 112Q: 3 clusters Score -1543606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1543606.750000 Penalty: 3133.225342
	Iteration 113Q: 3 clusters Score -1543607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1543607.000000 Penalty: 3133.225342
	Iteration 114Q: 3 clusters Score -1543607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1543608.875000 Penalty: 3133.225342
	Iteration 115Q: 3 clusters Score -1543609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1543607.750000 Penalty: 3133.225342
	Iteration 116Q: 3 clusters Score -1543608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1543611.125000 Penalty: 3133.225342
	Iteration 117Q: 3 clusters Score -1543611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1543607.875000 Penalty: 3133.225342
	Iteration 118Q: 3 clusters Score -1543608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1543609.500000 Penalty: 3133.225342
	Iteration 119Q: 3 clusters Score -1543610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1543609.375000 Penalty: 3133.225342
	Iteration 120F: 3 clusters Score -1543609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -213873.953125 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -213874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -211629.781250 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -211629.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -212166.609375 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -212166.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -212400.234375 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -212400.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212631.312500 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -212631.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -212816.000000 Penalty: 2508.283691
	Iteration 4F: 3 clusters Score -212816 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -212973.546875 Penalty: 2508.283691
	Iteration 5F: 3 clusters Score -212973.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -213070.343750 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -213070.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -213126.546875 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -213126.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -213174.937500 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -213174.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -213222.843750 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -213222.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -213269.828125 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -213269.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -213340.265625 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -213340.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -213391.953125 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -213392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -213427.890625 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -213427.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -213441.890625 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -213441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -213447.687500 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -213447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -213455.343750 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -213455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -213460.718750 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -213460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -213463.218750 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -213463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -213463.562500 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -213463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -213463.562500 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -213463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -430394.750000 Penalty: 1365.617676
	Iteration 0F: 2 clusters Score -430394.8 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 2255 members 
Entering Unmasked Estep 
Score: -426874.343750 Penalty: 2731.235352
	Iteration 0F: 3 clusters Score -426874.3 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -427892.187500 Penalty: 2731.235352
	Iteration 1F: 3 clusters Score -427892.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -428149.593750 Penalty: 2731.235352
	Iteration 2F: 3 clusters Score -428149.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -428422.937500 Penalty: 2731.235352
	Iteration 3F: 3 clusters Score -428422.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -428707.937500 Penalty: 2731.235352
	Iteration 4F: 3 clusters Score -428707.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -428997.281250 Penalty: 2731.235352
	Iteration 5F: 3 clusters Score -428997.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -429245.593750 Penalty: 2731.235352
	Iteration 6F: 3 clusters Score -429245.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -429460.656250 Penalty: 2731.235352
	Iteration 7F: 3 clusters Score -429460.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -429608.343750 Penalty: 2731.235352
	Iteration 8Q: 3 clusters Score -429608.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -429697.593750 Penalty: 2731.235352
	Iteration 9Q: 3 clusters Score -429697.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -429739.406250 Penalty: 2731.235352
	Iteration 10Q: 3 clusters Score -429739.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -429768.093750 Penalty: 2731.235352
	Iteration 11Q: 3 clusters Score -429768.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -429788.875000 Penalty: 2731.235352
	Iteration 12Q: 3 clusters Score -429788.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -429801.593750 Penalty: 2731.235352
	Iteration 13Q: 3 clusters Score -429801.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -429808.781250 Penalty: 2731.235352
	Iteration 14Q: 3 clusters Score -429808.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -429816.375000 Penalty: 2731.235352
	Iteration 15Q: 3 clusters Score -429816.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -429825.062500 Penalty: 2731.235352
	Iteration 16Q: 3 clusters Score -429825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -429829.562500 Penalty: 2731.235352
	Iteration 17Q: 3 clusters Score -429829.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -429833.625000 Penalty: 2731.235352
	Iteration 18Q: 3 clusters Score -429833.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -429840.375000 Penalty: 2731.235352
	Iteration 19Q: 3 clusters Score -429840.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -429847.875000 Penalty: 2731.235352
	Iteration 20F: 3 clusters Score -429847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -429853.531250 Penalty: 2731.235352
	Iteration 21Q: 3 clusters Score -429853.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -429857.406250 Penalty: 2731.235352
	Iteration 22Q: 3 clusters Score -429857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -429859.500000 Penalty: 2731.235352
	Iteration 23Q: 3 clusters Score -429859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -429861.875000 Penalty: 2731.235352
	Iteration 24Q: 3 clusters Score -429861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -429862.000000 Penalty: 2731.235352
	Iteration 25Q: 3 clusters Score -429862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -429863.875000 Penalty: 2731.235352
	Iteration 26Q: 3 clusters Score -429863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -429865.031250 Penalty: 2731.235352
	Iteration 27Q: 3 clusters Score -429865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -429866.656250 Penalty: 2731.235352
	Iteration 28Q: 3 clusters Score -429866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -429866.593750 Penalty: 2731.235352
	Iteration 29Q: 3 clusters Score -429866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -429867.093750 Penalty: 2731.235352
	Iteration 30Q: 3 clusters Score -429867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -429867.968750 Penalty: 2731.235352
	Iteration 31Q: 3 clusters Score -429868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -429868.187500 Penalty: 2731.235352
	Iteration 32Q: 3 clusters Score -429868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -429868.281250 Penalty: 2731.235352
	Iteration 33Q: 3 clusters Score -429868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -429868.281250 Penalty: 2731.235352
	Iteration 34F: 3 clusters Score -429868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
Score: -1572277.250000 Penalty: 1567.287476
	Iteration 0F: 2 clusters Score -1572277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1561568.500000 Penalty: 3134.574951
	Iteration 0F: 3 clusters Score -1561568 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1565331.375000 Penalty: 3134.574951
	Iteration 1F: 3 clusters Score -1565331 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1565697.125000 Penalty: 3134.574951
	Iteration 2F: 3 clusters Score -1565697 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1566114.500000 Penalty: 3134.574951
	Iteration 3F: 3 clusters Score -1566114 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1566621.875000 Penalty: 3134.574951
	Iteration 4F: 3 clusters Score -1566622 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1567201.750000 Penalty: 3134.574951
	Iteration 5F: 3 clusters Score -1567202 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1567805.625000 Penalty: 3134.574951
	Iteration 6F: 3 clusters Score -1567806 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1568415.500000 Penalty: 3134.574951
	Iteration 7F: 3 clusters Score -1568416 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1569059.500000 Penalty: 3134.574951
	Iteration 8F: 3 clusters Score -1569060 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1569703.750000 Penalty: 3134.574951
	Iteration 9Q: 3 clusters Score -1569704 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1570237.125000 Penalty: 3134.574951
	Iteration 10Q: 3 clusters Score -1570237 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1570642.250000 Penalty: 3134.574951
	Iteration 11Q: 3 clusters Score -1570642 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1570965.375000 Penalty: 3134.574951
	Iteration 12Q: 3 clusters Score -1570965 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1571197.500000 Penalty: 3134.574951
	Iteration 13Q: 3 clusters Score -1571198 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1571365.625000 Penalty: 3134.574951
	Iteration 14Q: 3 clusters Score -1571366 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1571460.375000 Penalty: 3134.574951
	Iteration 15Q: 3 clusters Score -1571460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1571498.500000 Penalty: 3134.574951
	Iteration 16Q: 3 clusters Score -1571498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1571536.000000 Penalty: 3134.574951
	Iteration 17Q: 3 clusters Score -1571536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1571559.125000 Penalty: 3134.574951
	Iteration 18Q: 3 clusters Score -1571559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1571582.125000 Penalty: 3134.574951
	Iteration 19Q: 3 clusters Score -1571582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1571599.625000 Penalty: 3134.574951
	Iteration 20F: 3 clusters Score -1571600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1571606.125000 Penalty: 3134.574951
	Iteration 21Q: 3 clusters Score -1571606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1571610.000000 Penalty: 3134.574951
	Iteration 22Q: 3 clusters Score -1571610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1571610.875000 Penalty: 3134.574951
	Iteration 23Q: 3 clusters Score -1571611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1571613.750000 Penalty: 3134.574951
	Iteration 24Q: 3 clusters Score -1571614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1571614.625000 Penalty: 3134.574951
	Iteration 25Q: 3 clusters Score -1571615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1571612.125000 Penalty: 3134.574951
	Iteration 26Q: 3 clusters Score -1571612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1571612.125000 Penalty: 3134.574951
	Iteration 27Q: 3 clusters Score -1571612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1571611.125000 Penalty: 3134.574951
	Iteration 28Q: 3 clusters Score -1571611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1571615.250000 Penalty: 3134.574951
	Iteration 29Q: 3 clusters Score -1571615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1571613.375000 Penalty: 3134.574951
	Iteration 30Q: 3 clusters Score -1571613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1571612.875000 Penalty: 3134.574951
	Iteration 31Q: 3 clusters Score -1571613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1571612.875000 Penalty: 3134.574951
	Iteration 32F: 3 clusters Score -1571613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -403288.906250 Penalty: 1349.560791
	Iteration 0F: 2 clusters Score -403288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -399938.718750 Penalty: 2699.121582
	Iteration 0F: 3 clusters Score -399938.7 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -400797.093750 Penalty: 2699.121582
	Iteration 1F: 3 clusters Score -400797.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -400965.218750 Penalty: 2699.121582
	Iteration 2F: 3 clusters Score -400965.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -401098.937500 Penalty: 2699.121582
	Iteration 3F: 3 clusters Score -401098.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -401188.875000 Penalty: 2699.121582
	Iteration 4Q: 3 clusters Score -401188.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -401256.500000 Penalty: 2699.121582
	Iteration 5Q: 3 clusters Score -401256.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401326.468750 Penalty: 2699.121582
	Iteration 6Q: 3 clusters Score -401326.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -401395.625000 Penalty: 2699.121582
	Iteration 7Q: 3 clusters Score -401395.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -401472.500000 Penalty: 2699.121582
	Iteration 8Q: 3 clusters Score -401472.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -401554.218750 Penalty: 2699.121582
	Iteration 9Q: 3 clusters Score -401554.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -401641.937500 Penalty: 2699.121582
	Iteration 10Q: 3 clusters Score -401641.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -401734.437500 Penalty: 2699.121582
	Iteration 11Q: 3 clusters Score -401734.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -401833.031250 Penalty: 2699.121582
	Iteration 12Q: 3 clusters Score -401833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -401919.843750 Penalty: 2699.121582
	Iteration 13Q: 3 clusters Score -401919.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -401993.093750 Penalty: 2699.121582
	Iteration 14Q: 3 clusters Score -401993.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -402060.625000 Penalty: 2699.121582
	Iteration 15Q: 3 clusters Score -402060.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -402119.031250 Penalty: 2699.121582
	Iteration 16Q: 3 clusters Score -402119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -402175.375000 Penalty: 2699.121582
	Iteration 17Q: 3 clusters Score -402175.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -402212.312500 Penalty: 2699.121582
	Iteration 18Q: 3 clusters Score -402212.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -402255.156250 Penalty: 2699.121582
	Iteration 19Q: 3 clusters Score -402255.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -402297.000000 Penalty: 2699.121582
	Iteration 20F: 3 clusters Score -402297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -402336.406250 Penalty: 2699.121582
	Iteration 21Q: 3 clusters Score -402336.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -402361.750000 Penalty: 2699.121582
	Iteration 22Q: 3 clusters Score -402361.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -402382.781250 Penalty: 2699.121582
	Iteration 23Q: 3 clusters Score -402382.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -402412.656250 Penalty: 2699.121582
	Iteration 24Q: 3 clusters Score -402412.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -402444.156250 Penalty: 2699.121582
	Iteration 25Q: 3 clusters Score -402444.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -402475.937500 Penalty: 2699.121582
	Iteration 26Q: 3 clusters Score -402475.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -402496.187500 Penalty: 2699.121582
	Iteration 27Q: 3 clusters Score -402496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -402509.687500 Penalty: 2699.121582
	Iteration 28Q: 3 clusters Score -402509.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -402520.937500 Penalty: 2699.121582
	Iteration 29Q: 3 clusters Score -402520.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -402528.593750 Penalty: 2699.121582
	Iteration 30Q: 3 clusters Score -402528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -402532.875000 Penalty: 2699.121582
	Iteration 31Q: 3 clusters Score -402532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -402533.750000 Penalty: 2699.121582
	Iteration 32Q: 3 clusters Score -402533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -402535.406250 Penalty: 2699.121582
	Iteration 33Q: 3 clusters Score -402535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -402537.031250 Penalty: 2699.121582
	Iteration 34Q: 3 clusters Score -402537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -402539.093750 Penalty: 2699.121582
	Iteration 35Q: 3 clusters Score -402539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -402540.562500 Penalty: 2699.121582
	Iteration 36Q: 3 clusters Score -402540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -402541.812500 Penalty: 2699.121582
	Iteration 37Q: 3 clusters Score -402541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -402543.500000 Penalty: 2699.121582
	Iteration 38Q: 3 clusters Score -402543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -402545.406250 Penalty: 2699.121582
	Iteration 39Q: 3 clusters Score -402545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -402545.593750 Penalty: 2699.121582
	Iteration 40F: 3 clusters Score -402545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -402547.093750 Penalty: 2699.121582
	Iteration 41Q: 3 clusters Score -402547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -402548.625000 Penalty: 2699.121582
	Iteration 42Q: 3 clusters Score -402548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -402548.562500 Penalty: 2699.121582
	Iteration 43Q: 3 clusters Score -402548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -402549.343750 Penalty: 2699.121582
	Iteration 44Q: 3 clusters Score -402549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -402550.218750 Penalty: 2699.121582
	Iteration 45Q: 3 clusters Score -402550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -402550.437500 Penalty: 2699.121582
	Iteration 46Q: 3 clusters Score -402550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -402551.125000 Penalty: 2699.121582
	Iteration 47Q: 3 clusters Score -402551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -402551.843750 Penalty: 2699.121582
	Iteration 48Q: 3 clusters Score -402551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -402553.343750 Penalty: 2699.121582
	Iteration 49Q: 3 clusters Score -402553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -402555.468750 Penalty: 2699.121582
	Iteration 50Q: 3 clusters Score -402555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -402556.062500 Penalty: 2699.121582
	Iteration 51Q: 3 clusters Score -402556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -402559.000000 Penalty: 2699.121582
	Iteration 52Q: 3 clusters Score -402559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -402562.687500 Penalty: 2699.121582
	Iteration 53Q: 3 clusters Score -402562.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -402566.875000 Penalty: 2699.121582
	Iteration 54Q: 3 clusters Score -402566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -402572.468750 Penalty: 2699.121582
	Iteration 55Q: 3 clusters Score -402572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -402576.531250 Penalty: 2699.121582
	Iteration 56Q: 3 clusters Score -402576.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -402582.656250 Penalty: 2699.121582
	Iteration 57Q: 3 clusters Score -402582.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -402587.625000 Penalty: 2699.121582
	Iteration 58Q: 3 clusters Score -402587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -402590.531250 Penalty: 2699.121582
	Iteration 59Q: 3 clusters Score -402590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -402592.156250 Penalty: 2699.121582
	Iteration 60F: 3 clusters Score -402592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -402593.218750 Penalty: 2699.121582
	Iteration 61Q: 3 clusters Score -402593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -402594.156250 Penalty: 2699.121582
	Iteration 62Q: 3 clusters Score -402594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -402595.562500 Penalty: 2699.121582
	Iteration 63Q: 3 clusters Score -402595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -402597.812500 Penalty: 2699.121582
	Iteration 64Q: 3 clusters Score -402597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -402602.843750 Penalty: 2699.121582
	Iteration 65Q: 3 clusters Score -402602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -402604.218750 Penalty: 2699.121582
	Iteration 66Q: 3 clusters Score -402604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -402606.156250 Penalty: 2699.121582
	Iteration 67Q: 3 clusters Score -402606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -402606.718750 Penalty: 2699.121582
	Iteration 68Q: 3 clusters Score -402606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -402606.625000 Penalty: 2699.121582
	Iteration 69Q: 3 clusters Score -402606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -402608.156250 Penalty: 2699.121582
	Iteration 70Q: 3 clusters Score -402608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -402607.781250 Penalty: 2699.121582
	Iteration 71Q: 3 clusters Score -402607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -402608.000000 Penalty: 2699.121582
	Iteration 72Q: 3 clusters Score -402608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -402608.093750 Penalty: 2699.121582
	Iteration 73Q: 3 clusters Score -402608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -402608.312500 Penalty: 2699.121582
	Iteration 74Q: 3 clusters Score -402608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -402608.437500 Penalty: 2699.121582
	Iteration 75Q: 3 clusters Score -402608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -402609.656250 Penalty: 2699.121582
	Iteration 76Q: 3 clusters Score -402609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -402609.656250 Penalty: 2699.121582
	Iteration 77F: 3 clusters Score -402609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (157886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Entering Unmasked Estep 
Score: -16431270.000000 Penalty: 1945.064575
	Iteration 0F: 2 clusters Score -1.643127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -16329409.000000 Penalty: 3890.129150
	Iteration 0F: 3 clusters Score -1.632941e+07 nChanged 76212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -16374412.000000 Penalty: 3890.129150
	Iteration 1F: 3 clusters Score -1.637441e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -16375759.000000 Penalty: 3890.129150
	Iteration 2Q: 3 clusters Score -1.637576e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -16377911.000000 Penalty: 3890.129150
	Iteration 3Q: 3 clusters Score -1.637791e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -16382229.000000 Penalty: 3890.129150
	Iteration 4F: 3 clusters Score -1.638223e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -16389370.000000 Penalty: 3890.129150
	Iteration 5F: 3 clusters Score -1.638937e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -16399946.000000 Penalty: 3890.129150
	Iteration 6F: 3 clusters Score -1.639995e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134615 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -16412186.000000 Penalty: 3890.129150
	Iteration 7F: 3 clusters Score -1.641219e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144390 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -16421964.000000 Penalty: 3890.129150
	Iteration 8F: 3 clusters Score -1.642196e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -16426928.000000 Penalty: 3890.129150
	Iteration 9Q: 3 clusters Score -1.642693e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -16429205.000000 Penalty: 3890.129150
	Iteration 10Q: 3 clusters Score -1.64292e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -16430268.000000 Penalty: 3890.129150
	Iteration 11Q: 3 clusters Score -1.643027e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -16430788.000000 Penalty: 3890.129150
	Iteration 12Q: 3 clusters Score -1.643079e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -16431063.000000 Penalty: 3890.129150
	Iteration 13Q: 3 clusters Score -1.643106e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -16431221.000000 Penalty: 3890.129150
	Iteration 14Q: 3 clusters Score -1.643122e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -16431280.000000 Penalty: 3890.129150
	Iteration 15Q: 3 clusters Score -1.643128e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -16431337.000000 Penalty: 3890.129150
	Iteration 16Q: 3 clusters Score -1.643134e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -16431307.000000 Penalty: 3890.129150
	Iteration 17Q: 3 clusters Score -1.643131e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -16431303.000000 Penalty: 3890.129150
	Iteration 18Q: 3 clusters Score -1.64313e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -16431290.000000 Penalty: 3890.129150
	Iteration 19Q: 3 clusters Score -1.643129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -16431286.000000 Penalty: 3890.129150
	Iteration 20F: 3 clusters Score -1.643129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155044 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -16431289.000000 Penalty: 3890.129150
	Iteration 21Q: 3 clusters Score -1.643129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155060 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -16431299.000000 Penalty: 3890.129150
	Iteration 22Q: 3 clusters Score -1.64313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -16431302.000000 Penalty: 3890.129150
	Iteration 23Q: 3 clusters Score -1.64313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -16431299.000000 Penalty: 3890.129150
	Iteration 24Q: 3 clusters Score -1.64313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -16431307.000000 Penalty: 3890.129150
	Iteration 25Q: 3 clusters Score -1.643131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -16431299.000000 Penalty: 3890.129150
	Iteration 26Q: 3 clusters Score -1.64313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -16431296.000000 Penalty: 3890.129150
	Iteration 27Q: 3 clusters Score -1.64313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -16431297.000000 Penalty: 3890.129150
	Iteration 28Q: 3 clusters Score -1.64313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -16431300.000000 Penalty: 3890.129150
	Iteration 29Q: 3 clusters Score -1.64313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16431292.000000 Penalty: 3890.129150
	Iteration 30Q: 3 clusters Score -1.643129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16431290.000000 Penalty: 3890.129150
	Iteration 31Q: 3 clusters Score -1.643129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16431294.000000 Penalty: 3890.129150
	Iteration 32Q: 3 clusters Score -1.643129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16431294.000000 Penalty: 3890.129150
	Iteration 33F: 3 clusters Score -1.643129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 155132 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1610 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 5074 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Mstep: Class 45 contains 2754 members 
Entering Unmasked Estep 
Score: -154051792.000000 Penalty: 104160.664062
Splitting cluster 30 changes total score from -154052336.000000 to -154051792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -937013.687500 Penalty: 1493.993286
	Iteration 0F: 2 clusters Score -937013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -929941.750000 Penalty: 2987.986572
	Iteration 0F: 3 clusters Score -929941.8 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -932572.187500 Penalty: 2987.986572
	Iteration 1F: 3 clusters Score -932572.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -933031.562500 Penalty: 2987.986572
	Iteration 2F: 3 clusters Score -933031.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -933455.500000 Penalty: 2987.986572
	Iteration 3F: 3 clusters Score -933455.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -933850.000000 Penalty: 2987.986572
	Iteration 4F: 3 clusters Score -933850 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -934208.375000 Penalty: 2987.986572
	Iteration 5F: 3 clusters Score -934208.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -934537.500000 Penalty: 2987.986572
	Iteration 6F: 3 clusters Score -934537.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -934813.187500 Penalty: 2987.986572
	Iteration 7Q: 3 clusters Score -934813.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -934995.000000 Penalty: 2987.986572
	Iteration 8Q: 3 clusters Score -934995 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -935149.250000 Penalty: 2987.986572
	Iteration 9Q: 3 clusters Score -935149.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -935293.000000 Penalty: 2987.986572
	Iteration 10Q: 3 clusters Score -935293 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -935410.500000 Penalty: 2987.986572
	Iteration 11Q: 3 clusters Score -935410.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -935512.250000 Penalty: 2987.986572
	Iteration 12Q: 3 clusters Score -935512.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -935580.562500 Penalty: 2987.986572
	Iteration 13Q: 3 clusters Score -935580.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -935643.062500 Penalty: 2987.986572
	Iteration 14Q: 3 clusters Score -935643.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -935699.812500 Penalty: 2987.986572
	Iteration 15Q: 3 clusters Score -935699.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -935735.625000 Penalty: 2987.986572
	Iteration 16Q: 3 clusters Score -935735.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -935777.375000 Penalty: 2987.986572
	Iteration 17Q: 3 clusters Score -935777.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -935807.812500 Penalty: 2987.986572
	Iteration 18Q: 3 clusters Score -935807.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -935833.625000 Penalty: 2987.986572
	Iteration 19Q: 3 clusters Score -935833.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -935852.062500 Penalty: 2987.986572
	Iteration 20F: 3 clusters Score -935852.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -935868.812500 Penalty: 2987.986572
	Iteration 21Q: 3 clusters Score -935868.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -935878.625000 Penalty: 2987.986572
	Iteration 22Q: 3 clusters Score -935878.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -935888.625000 Penalty: 2987.986572
	Iteration 23Q: 3 clusters Score -935888.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -935891.687500 Penalty: 2987.986572
	Iteration 24Q: 3 clusters Score -935891.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -935895.875000 Penalty: 2987.986572
	Iteration 25Q: 3 clusters Score -935895.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -935896.625000 Penalty: 2987.986572
	Iteration 26Q: 3 clusters Score -935896.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -935899.312500 Penalty: 2987.986572
	Iteration 27Q: 3 clusters Score -935899.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -935902.812500 Penalty: 2987.986572
	Iteration 28Q: 3 clusters Score -935902.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -935906.187500 Penalty: 2987.986572
	Iteration 29Q: 3 clusters Score -935906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -935906.187500 Penalty: 2987.986572
	Iteration 30Q: 3 clusters Score -935906.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -935907.937500 Penalty: 2987.986572
	Iteration 31Q: 3 clusters Score -935907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -935907.062500 Penalty: 2987.986572
	Iteration 32Q: 3 clusters Score -935907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -935909.312500 Penalty: 2987.986572
	Iteration 33Q: 3 clusters Score -935909.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -935909.437500 Penalty: 2987.986572
	Iteration 34Q: 3 clusters Score -935909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -935912.812500 Penalty: 2987.986572
	Iteration 35Q: 3 clusters Score -935912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -935912.187500 Penalty: 2987.986572
	Iteration 36Q: 3 clusters Score -935912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -935913.250000 Penalty: 2987.986572
	Iteration 37Q: 3 clusters Score -935913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -935912.562500 Penalty: 2987.986572
	Iteration 38Q: 3 clusters Score -935912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -935912.562500 Penalty: 2987.986572
	Iteration 39F: 3 clusters Score -935912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -639760.750000 Penalty: 1413.698242
	Iteration 0F: 2 clusters Score -639760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -635150.250000 Penalty: 2827.396484
	Iteration 0F: 3 clusters Score -635150.2 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -636661.500000 Penalty: 2827.396484
	Iteration 1F: 3 clusters Score -636661.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -637023.000000 Penalty: 2827.396484
	Iteration 2F: 3 clusters Score -637023 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -637322.875000 Penalty: 2827.396484
	Iteration 3F: 3 clusters Score -637322.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -637604.562500 Penalty: 2827.396484
	Iteration 4F: 3 clusters Score -637604.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -637849.687500 Penalty: 2827.396484
	Iteration 5F: 3 clusters Score -637849.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -638078.562500 Penalty: 2827.396484
	Iteration 6F: 3 clusters Score -638078.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -638305.250000 Penalty: 2827.396484
	Iteration 7F: 3 clusters Score -638305.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -638487.250000 Penalty: 2827.396484
	Iteration 8Q: 3 clusters Score -638487.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -638620.000000 Penalty: 2827.396484
	Iteration 9Q: 3 clusters Score -638620 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -638743.562500 Penalty: 2827.396484
	Iteration 10Q: 3 clusters Score -638743.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -638884.750000 Penalty: 2827.396484
	Iteration 11Q: 3 clusters Score -638884.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -639013.812500 Penalty: 2827.396484
	Iteration 12Q: 3 clusters Score -639013.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -639101.875000 Penalty: 2827.396484
	Iteration 13Q: 3 clusters Score -639101.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -639155.000000 Penalty: 2827.396484
	Iteration 14Q: 3 clusters Score -639155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -639187.500000 Penalty: 2827.396484
	Iteration 15Q: 3 clusters Score -639187.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -639195.750000 Penalty: 2827.396484
	Iteration 16Q: 3 clusters Score -639195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -639203.562500 Penalty: 2827.396484
	Iteration 17Q: 3 clusters Score -639203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -639208.500000 Penalty: 2827.396484
	Iteration 18Q: 3 clusters Score -639208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -639212.000000 Penalty: 2827.396484
	Iteration 19Q: 3 clusters Score -639212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -639212.812500 Penalty: 2827.396484
	Iteration 20F: 3 clusters Score -639212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -639215.625000 Penalty: 2827.396484
	Iteration 21Q: 3 clusters Score -639215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -639215.937500 Penalty: 2827.396484
	Iteration 22Q: 3 clusters Score -639215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -639215.937500 Penalty: 2827.396484
	Iteration 23F: 3 clusters Score -639215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (94796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Entering Unmasked Estep 
Score: -9937728.000000 Penalty: 1862.165894
	Iteration 0F: 2 clusters Score -9937728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -9874329.000000 Penalty: 3724.331787
	Iteration 0F: 3 clusters Score -9874329 nChanged 45399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -9900092.000000 Penalty: 3724.331787
	Iteration 1F: 3 clusters Score -9900092 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -9900619.000000 Penalty: 3724.331787
	Iteration 2Q: 3 clusters Score -9900619 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -9901178.000000 Penalty: 3724.331787
	Iteration 3Q: 3 clusters Score -9901178 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -9901727.000000 Penalty: 3724.331787
	Iteration 4Q: 3 clusters Score -9901727 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -9902569.000000 Penalty: 3724.331787
	Iteration 5Q: 3 clusters Score -9902569 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -9903493.000000 Penalty: 3724.331787
	Iteration 6Q: 3 clusters Score -9903493 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -9904670.000000 Penalty: 3724.331787
	Iteration 7Q: 3 clusters Score -9904670 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -9906246.000000 Penalty: 3724.331787
	Iteration 8Q: 3 clusters Score -9906246 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -9908159.000000 Penalty: 3724.331787
	Iteration 9Q: 3 clusters Score -9908159 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -9910648.000000 Penalty: 3724.331787
	Iteration 10Q: 3 clusters Score -9910648 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -9913890.000000 Penalty: 3724.331787
	Iteration 11F: 3 clusters Score -9913890 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -9918311.000000 Penalty: 3724.331787
	Iteration 12F: 3 clusters Score -9918311 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -9923210.000000 Penalty: 3724.331787
	Iteration 13F: 3 clusters Score -9923210 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -9927921.000000 Penalty: 3724.331787
	Iteration 14F: 3 clusters Score -9927921 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9931567.000000 Penalty: 3724.331787
	Iteration 15Q: 3 clusters Score -9931567 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -9933870.000000 Penalty: 3724.331787
	Iteration 16Q: 3 clusters Score -9933870 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9935039.000000 Penalty: 3724.331787
	Iteration 17Q: 3 clusters Score -9935039 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9935552.000000 Penalty: 3724.331787
	Iteration 18Q: 3 clusters Score -9935552 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9935781.000000 Penalty: 3724.331787
	Iteration 19Q: 3 clusters Score -9935781 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9935926.000000 Penalty: 3724.331787
	Iteration 20F: 3 clusters Score -9935926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9935994.000000 Penalty: 3724.331787
	Iteration 21Q: 3 clusters Score -9935994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9936048.000000 Penalty: 3724.331787
	Iteration 22Q: 3 clusters Score -9936048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9936106.000000 Penalty: 3724.331787
	Iteration 23Q: 3 clusters Score -9936106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9936127.000000 Penalty: 3724.331787
	Iteration 24Q: 3 clusters Score -9936127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9936149.000000 Penalty: 3724.331787
	Iteration 25Q: 3 clusters Score -9936149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9936163.000000 Penalty: 3724.331787
	Iteration 26Q: 3 clusters Score -9936163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9936173.000000 Penalty: 3724.331787
	Iteration 27Q: 3 clusters Score -9936173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9936173.000000 Penalty: 3724.331787
	Iteration 28Q: 3 clusters Score -9936173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9936180.000000 Penalty: 3724.331787
	Iteration 29Q: 3 clusters Score -9936180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9936188.000000 Penalty: 3724.331787
	Iteration 30Q: 3 clusters Score -9936188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9936187.000000 Penalty: 3724.331787
	Iteration 31Q: 3 clusters Score -9936187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9936185.000000 Penalty: 3724.331787
	Iteration 32Q: 3 clusters Score -9936185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9936195.000000 Penalty: 3724.331787
	Iteration 33Q: 3 clusters Score -9936195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9936196.000000 Penalty: 3724.331787
	Iteration 34Q: 3 clusters Score -9936196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94445 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9936195.000000 Penalty: 3724.331787
	Iteration 35Q: 3 clusters Score -9936195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94445 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9936195.000000 Penalty: 3724.331787
	Iteration 36F: 3 clusters Score -9936195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Entering Unmasked Estep 
Score: -1043720.875000 Penalty: 1515.848999
	Iteration 0F: 2 clusters Score -1043721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1035870.687500 Penalty: 3031.697998
	Iteration 0F: 3 clusters Score -1035871 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1038837.750000 Penalty: 3031.697998
	Iteration 1F: 3 clusters Score -1038838 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1039432.125000 Penalty: 3031.697998
	Iteration 2F: 3 clusters Score -1039432 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1040073.187500 Penalty: 3031.697998
	Iteration 3F: 3 clusters Score -1040073 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1040748.375000 Penalty: 3031.697998
	Iteration 4F: 3 clusters Score -1040748 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1041372.250000 Penalty: 3031.697998
	Iteration 5F: 3 clusters Score -1041372 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1041887.500000 Penalty: 3031.697998
	Iteration 6F: 3 clusters Score -1041888 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1042306.125000 Penalty: 3031.697998
	Iteration 7Q: 3 clusters Score -1042306 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1042628.500000 Penalty: 3031.697998
	Iteration 8Q: 3 clusters Score -1042628 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1042906.000000 Penalty: 3031.697998
	Iteration 9Q: 3 clusters Score -1042906 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1043089.437500 Penalty: 3031.697998
	Iteration 10Q: 3 clusters Score -1043089 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1043216.375000 Penalty: 3031.697998
	Iteration 11Q: 3 clusters Score -1043216 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1043294.812500 Penalty: 3031.697998
	Iteration 12Q: 3 clusters Score -1043295 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1043354.500000 Penalty: 3031.697998
	Iteration 13Q: 3 clusters Score -1043354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1043394.062500 Penalty: 3031.697998
	Iteration 14Q: 3 clusters Score -1043394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1043423.187500 Penalty: 3031.697998
	Iteration 15Q: 3 clusters Score -1043423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1043451.250000 Penalty: 3031.697998
	Iteration 16Q: 3 clusters Score -1043451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1043470.187500 Penalty: 3031.697998
	Iteration 17Q: 3 clusters Score -1043470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1043480.250000 Penalty: 3031.697998
	Iteration 18Q: 3 clusters Score -1043480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1043487.875000 Penalty: 3031.697998
	Iteration 19Q: 3 clusters Score -1043488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1043495.125000 Penalty: 3031.697998
	Iteration 20F: 3 clusters Score -1043495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1043498.500000 Penalty: 3031.697998
	Iteration 21Q: 3 clusters Score -1043498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1043501.750000 Penalty: 3031.697998
	Iteration 22Q: 3 clusters Score -1043502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1043503.500000 Penalty: 3031.697998
	Iteration 23Q: 3 clusters Score -1043504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1043507.562500 Penalty: 3031.697998
	Iteration 24Q: 3 clusters Score -1043508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1043511.250000 Penalty: 3031.697998
	Iteration 25Q: 3 clusters Score -1043511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1043509.937500 Penalty: 3031.697998
	Iteration 26Q: 3 clusters Score -1043510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1043511.312500 Penalty: 3031.697998
	Iteration 27Q: 3 clusters Score -1043511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1043510.375000 Penalty: 3031.697998
	Iteration 28Q: 3 clusters Score -1043510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1043510.250000 Penalty: 3031.697998
	Iteration 29Q: 3 clusters Score -1043510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1043509.500000 Penalty: 3031.697998
	Iteration 30Q: 3 clusters Score -1043510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1043508.875000 Penalty: 3031.697998
	Iteration 31Q: 3 clusters Score -1043509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1043509.062500 Penalty: 3031.697998
	Iteration 32Q: 3 clusters Score -1043509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1043509.875000 Penalty: 3031.697998
	Iteration 33Q: 3 clusters Score -1043510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1043510.250000 Penalty: 3031.697998
	Iteration 34Q: 3 clusters Score -1043510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1043509.937500 Penalty: 3031.697998
	Iteration 35Q: 3 clusters Score -1043510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1043513.750000 Penalty: 3031.697998
	Iteration 36Q: 3 clusters Score -1043514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1043514.062500 Penalty: 3031.697998
	Iteration 37Q: 3 clusters Score -1043514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1043515.125000 Penalty: 3031.697998
	Iteration 38Q: 3 clusters Score -1043515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1043515.812500 Penalty: 3031.697998
	Iteration 39Q: 3 clusters Score -1043516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1043517.187500 Penalty: 3031.697998
	Iteration 40F: 3 clusters Score -1043517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1043516.937500 Penalty: 3031.697998
	Iteration 41Q: 3 clusters Score -1043517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1043517.250000 Penalty: 3031.697998
	Iteration 42Q: 3 clusters Score -1043517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1043518.812500 Penalty: 3031.697998
	Iteration 43Q: 3 clusters Score -1043519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1043520.437500 Penalty: 3031.697998
	Iteration 44Q: 3 clusters Score -1043520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1043520.812500 Penalty: 3031.697998
	Iteration 45Q: 3 clusters Score -1043521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1043521.062500 Penalty: 3031.697998
	Iteration 46Q: 3 clusters Score -1043521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1043521.000000 Penalty: 3031.697998
	Iteration 47Q: 3 clusters Score -1043521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1043526.437500 Penalty: 3031.697998
	Iteration 48Q: 3 clusters Score -1043526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1043528.375000 Penalty: 3031.697998
	Iteration 49Q: 3 clusters Score -1043528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1043526.125000 Penalty: 3031.697998
	Iteration 50Q: 3 clusters Score -1043526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1043526.875000 Penalty: 3031.697998
	Iteration 51Q: 3 clusters Score -1043527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1043529.937500 Penalty: 3031.697998
	Iteration 52Q: 3 clusters Score -1043530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1043529.875000 Penalty: 3031.697998
	Iteration 53Q: 3 clusters Score -1043530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1043530.125000 Penalty: 3031.697998
	Iteration 54Q: 3 clusters Score -1043530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1043528.437500 Penalty: 3031.697998
	Iteration 55Q: 3 clusters Score -1043528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1043531.062500 Penalty: 3031.697998
	Iteration 56Q: 3 clusters Score -1043531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1043531.625000 Penalty: 3031.697998
	Iteration 57Q: 3 clusters Score -1043532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1043532.000000 Penalty: 3031.697998
	Iteration 58Q: 3 clusters Score -1043532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1043532.000000 Penalty: 3031.697998
	Iteration 59F: 3 clusters Score -1043532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Entering Unmasked Estep 
Score: -3032593.000000 Penalty: 1670.946167
	Iteration 0F: 2 clusters Score -3032593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3012820.750000 Penalty: 3341.892334
	Iteration 0F: 3 clusters Score -3012821 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3020283.750000 Penalty: 3341.892334
	Iteration 1F: 3 clusters Score -3020284 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3020596.750000 Penalty: 3341.892334
	Iteration 2Q: 3 clusters Score -3020597 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3020901.500000 Penalty: 3341.892334
	Iteration 3Q: 3 clusters Score -3020902 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3021256.250000 Penalty: 3341.892334
	Iteration 4Q: 3 clusters Score -3021256 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3021703.500000 Penalty: 3341.892334
	Iteration 5Q: 3 clusters Score -3021704 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3022239.000000 Penalty: 3341.892334
	Iteration 6Q: 3 clusters Score -3022239 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3023046.000000 Penalty: 3341.892334
	Iteration 7F: 3 clusters Score -3023046 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3024174.250000 Penalty: 3341.892334
	Iteration 8F: 3 clusters Score -3024174 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3025653.000000 Penalty: 3341.892334
	Iteration 9F: 3 clusters Score -3025653 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3027354.500000 Penalty: 3341.892334
	Iteration 10F: 3 clusters Score -3027354 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3028920.500000 Penalty: 3341.892334
	Iteration 11F: 3 clusters Score -3028920 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3029943.750000 Penalty: 3341.892334
	Iteration 12Q: 3 clusters Score -3029944 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3030553.750000 Penalty: 3341.892334
	Iteration 13Q: 3 clusters Score -3030554 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3030808.000000 Penalty: 3341.892334
	Iteration 14Q: 3 clusters Score -3030808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3030937.000000 Penalty: 3341.892334
	Iteration 15Q: 3 clusters Score -3030937 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3031019.500000 Penalty: 3341.892334
	Iteration 16Q: 3 clusters Score -3031020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3031055.750000 Penalty: 3341.892334
	Iteration 17Q: 3 clusters Score -3031056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3031077.250000 Penalty: 3341.892334
	Iteration 18Q: 3 clusters Score -3031077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3031087.750000 Penalty: 3341.892334
	Iteration 19Q: 3 clusters Score -3031088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3031099.250000 Penalty: 3341.892334
	Iteration 20F: 3 clusters Score -3031099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3031111.000000 Penalty: 3341.892334
	Iteration 21Q: 3 clusters Score -3031111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3031111.500000 Penalty: 3341.892334
	Iteration 22Q: 3 clusters Score -3031112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3031114.500000 Penalty: 3341.892334
	Iteration 23Q: 3 clusters Score -3031114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3031114.500000 Penalty: 3341.892334
	Iteration 24F: 3 clusters Score -3031114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (119184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Entering Unmasked Estep 
Score: -12440393.000000 Penalty: 1899.368896
	Iteration 0F: 2 clusters Score -1.244039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -12360874.000000 Penalty: 3798.737793
	Iteration 0F: 3 clusters Score -1.236087e+07 nChanged 57112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -12393923.000000 Penalty: 3798.737793
	Iteration 1F: 3 clusters Score -1.239392e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -12394567.000000 Penalty: 3798.737793
	Iteration 2Q: 3 clusters Score -1.239457e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -12395693.000000 Penalty: 3798.737793
	Iteration 3Q: 3 clusters Score -1.239569e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -12397456.000000 Penalty: 3798.737793
	Iteration 4Q: 3 clusters Score -1.239746e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -12400204.000000 Penalty: 3798.737793
	Iteration 5Q: 3 clusters Score -1.24002e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -12404636.000000 Penalty: 3798.737793
	Iteration 6F: 3 clusters Score -1.240464e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -12411187.000000 Penalty: 3798.737793
	Iteration 7F: 3 clusters Score -1.241119e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -12419072.000000 Penalty: 3798.737793
	Iteration 8F: 3 clusters Score -1.241907e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -12426311.000000 Penalty: 3798.737793
	Iteration 9F: 3 clusters Score -1.242631e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -12431966.000000 Penalty: 3798.737793
	Iteration 10F: 3 clusters Score -1.243197e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -12435357.000000 Penalty: 3798.737793
	Iteration 11Q: 3 clusters Score -1.243536e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -12437092.000000 Penalty: 3798.737793
	Iteration 12Q: 3 clusters Score -1.243709e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 116365 members 
Entering Unmasked Estep 
Score: -12437972.000000 Penalty: 3798.737793
	Iteration 13Q: 3 clusters Score -1.243797e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -12438465.000000 Penalty: 3798.737793
	Iteration 14Q: 3 clusters Score -1.243846e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -12438727.000000 Penalty: 3798.737793
	Iteration 15Q: 3 clusters Score -1.243873e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 117696 members 
Entering Unmasked Estep 
Score: -12438853.000000 Penalty: 3798.737793
	Iteration 16Q: 3 clusters Score -1.243885e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 117826 members 
Entering Unmasked Estep 
Score: -12438922.000000 Penalty: 3798.737793
	Iteration 17Q: 3 clusters Score -1.243892e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -12438977.000000 Penalty: 3798.737793
	Iteration 18Q: 3 clusters Score -1.243898e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 117987 members 
Entering Unmasked Estep 
Score: -12438999.000000 Penalty: 3798.737793
	Iteration 19Q: 3 clusters Score -1.2439e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -12439024.000000 Penalty: 3798.737793
	Iteration 20F: 3 clusters Score -1.243902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -12439027.000000 Penalty: 3798.737793
	Iteration 21Q: 3 clusters Score -1.243903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -12439051.000000 Penalty: 3798.737793
	Iteration 22Q: 3 clusters Score -1.243905e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -12439061.000000 Penalty: 3798.737793
	Iteration 23Q: 3 clusters Score -1.243906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 118146 members 
Entering Unmasked Estep 
Score: -12439061.000000 Penalty: 3798.737793
	Iteration 24Q: 3 clusters Score -1.243906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -12439084.000000 Penalty: 3798.737793
	Iteration 25Q: 3 clusters Score -1.243908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 118180 members 
Entering Unmasked Estep 
Score: -12439085.000000 Penalty: 3798.737793
	Iteration 26Q: 3 clusters Score -1.243908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -12439092.000000 Penalty: 3798.737793
	Iteration 27Q: 3 clusters Score -1.243909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 118205 members 
Entering Unmasked Estep 
Score: -12439101.000000 Penalty: 3798.737793
	Iteration 28Q: 3 clusters Score -1.24391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 118218 members 
Entering Unmasked Estep 
Score: -12439103.000000 Penalty: 3798.737793
	Iteration 29Q: 3 clusters Score -1.24391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -12439098.000000 Penalty: 3798.737793
	Iteration 30Q: 3 clusters Score -1.24391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 118227 members 
Entering Unmasked Estep 
Score: -12439117.000000 Penalty: 3798.737793
	Iteration 31Q: 3 clusters Score -1.243912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -12439119.000000 Penalty: 3798.737793
	Iteration 32Q: 3 clusters Score -1.243912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -12439129.000000 Penalty: 3798.737793
	Iteration 33Q: 3 clusters Score -1.243913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 118251 members 
Entering Unmasked Estep 
Score: -12439123.000000 Penalty: 3798.737793
	Iteration 34Q: 3 clusters Score -1.243912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -12439125.000000 Penalty: 3798.737793
	Iteration 35Q: 3 clusters Score -1.243912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -12439131.000000 Penalty: 3798.737793
	Iteration 36Q: 3 clusters Score -1.243913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -12439139.000000 Penalty: 3798.737793
	Iteration 37Q: 3 clusters Score -1.243914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
Score: -12439143.000000 Penalty: 3798.737793
	Iteration 38Q: 3 clusters Score -1.243914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -12439136.000000 Penalty: 3798.737793
	Iteration 39Q: 3 clusters Score -1.243914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -12439133.000000 Penalty: 3798.737793
	Iteration 40F: 3 clusters Score -1.243913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -12439138.000000 Penalty: 3798.737793
	Iteration 41Q: 3 clusters Score -1.243914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 118278 members 
Entering Unmasked Estep 
Score: -12439137.000000 Penalty: 3798.737793
	Iteration 42Q: 3 clusters Score -1.243914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 118286 members 
Entering Unmasked Estep 
Score: -12439138.000000 Penalty: 3798.737793
	Iteration 43Q: 3 clusters Score -1.243914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 118290 members 
Entering Unmasked Estep 
Score: -12439145.000000 Penalty: 3798.737793
	Iteration 44Q: 3 clusters Score -1.243914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -12439149.000000 Penalty: 3798.737793
	Iteration 45Q: 3 clusters Score -1.243915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 118298 members 
Entering Unmasked Estep 
Score: -12439150.000000 Penalty: 3798.737793
	Iteration 46Q: 3 clusters Score -1.243915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -12439156.000000 Penalty: 3798.737793
	Iteration 47Q: 3 clusters Score -1.243916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 118302 members 
Entering Unmasked Estep 
Score: -12439159.000000 Penalty: 3798.737793
	Iteration 48Q: 3 clusters Score -1.243916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -12439158.000000 Penalty: 3798.737793
	Iteration 49Q: 3 clusters Score -1.243916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -12439156.000000 Penalty: 3798.737793
	Iteration 50Q: 3 clusters Score -1.243916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -12439154.000000 Penalty: 3798.737793
	Iteration 51Q: 3 clusters Score -1.243915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -12439154.000000 Penalty: 3798.737793
	Iteration 52F: 3 clusters Score -1.243915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -307439.937500 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -307439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -304687.062500 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -304687.1 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -305357.218750 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -305357.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -305498.031250 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -305498 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -305618.781250 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -305618.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -305748.250000 Penalty: 2620.188232
	Iteration 4F: 3 clusters Score -305748.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -305894.093750 Penalty: 2620.188232
	Iteration 5F: 3 clusters Score -305894.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -306074.781250 Penalty: 2620.188232
	Iteration 6F: 3 clusters Score -306074.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -306295.062500 Penalty: 2620.188232
	Iteration 7F: 3 clusters Score -306295.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -306515.687500 Penalty: 2620.188232
	Iteration 8F: 3 clusters Score -306515.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -306695.656250 Penalty: 2620.188232
	Iteration 9F: 3 clusters Score -306695.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -306814.875000 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -306814.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -306878.562500 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -306878.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -306911.187500 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -306911.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306935.781250 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -306935.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -306945.312500 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -306945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306954.062500 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -306954.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -306958.218750 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -306958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -306961.406250 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -306961.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -306964.562500 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -306964.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -306970.875000 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -306970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -306975.500000 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -306975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -306980.375000 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -306980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -306983.406250 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -306983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -306986.812500 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -306986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -306990.156250 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -306990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -306994.031250 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -306994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -306996.125000 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -306996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -306998.500000 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -306998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -307001.000000 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -307001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -307004.718750 Penalty: 2620.188232
	Iteration 29Q: 3 clusters Score -307004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -307005.250000 Penalty: 2620.188232
	Iteration 30Q: 3 clusters Score -307005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -307005.687500 Penalty: 2620.188232
	Iteration 31Q: 3 clusters Score -307005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -307006.218750 Penalty: 2620.188232
	Iteration 32Q: 3 clusters Score -307006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -307007.500000 Penalty: 2620.188232
	Iteration 33Q: 3 clusters Score -307007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -307007.968750 Penalty: 2620.188232
	Iteration 34Q: 3 clusters Score -307008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -307008.468750 Penalty: 2620.188232
	Iteration 35Q: 3 clusters Score -307008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -307009.375000 Penalty: 2620.188232
	Iteration 36Q: 3 clusters Score -307009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -307009.718750 Penalty: 2620.188232
	Iteration 37Q: 3 clusters Score -307009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -307009.562500 Penalty: 2620.188232
	Iteration 38Q: 3 clusters Score -307009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -307009.562500 Penalty: 2620.188232
	Iteration 39F: 3 clusters Score -307009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Entering Unmasked Estep 
Score: -502420.843750 Penalty: 1386.495361
	Iteration 0F: 2 clusters Score -502420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -498439.562500 Penalty: 2772.990723
	Iteration 0F: 3 clusters Score -498439.6 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -499581.375000 Penalty: 2772.990723
	Iteration 1F: 3 clusters Score -499581.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -499751.031250 Penalty: 2772.990723
	Iteration 2F: 3 clusters Score -499751 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -499872.468750 Penalty: 2772.990723
	Iteration 3F: 3 clusters Score -499872.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -499958.062500 Penalty: 2772.990723
	Iteration 4Q: 3 clusters Score -499958.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -500038.500000 Penalty: 2772.990723
	Iteration 5Q: 3 clusters Score -500038.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -500119.687500 Penalty: 2772.990723
	Iteration 6Q: 3 clusters Score -500119.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -500194.968750 Penalty: 2772.990723
	Iteration 7Q: 3 clusters Score -500195 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -500262.687500 Penalty: 2772.990723
	Iteration 8Q: 3 clusters Score -500262.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -500326.000000 Penalty: 2772.990723
	Iteration 9Q: 3 clusters Score -500326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -500374.437500 Penalty: 2772.990723
	Iteration 10Q: 3 clusters Score -500374.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -500439.562500 Penalty: 2772.990723
	Iteration 11Q: 3 clusters Score -500439.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -500520.281250 Penalty: 2772.990723
	Iteration 12Q: 3 clusters Score -500520.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -500598.625000 Penalty: 2772.990723
	Iteration 13Q: 3 clusters Score -500598.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -500672.750000 Penalty: 2772.990723
	Iteration 14Q: 3 clusters Score -500672.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -500747.781250 Penalty: 2772.990723
	Iteration 15Q: 3 clusters Score -500747.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -500840.281250 Penalty: 2772.990723
	Iteration 16Q: 3 clusters Score -500840.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -500926.281250 Penalty: 2772.990723
	Iteration 17Q: 3 clusters Score -500926.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -501027.937500 Penalty: 2772.990723
	Iteration 18Q: 3 clusters Score -501027.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -501130.906250 Penalty: 2772.990723
	Iteration 19Q: 3 clusters Score -501130.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -501255.156250 Penalty: 2772.990723
	Iteration 20F: 3 clusters Score -501255.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -501351.968750 Penalty: 2772.990723
	Iteration 21Q: 3 clusters Score -501352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -501430.343750 Penalty: 2772.990723
	Iteration 22Q: 3 clusters Score -501430.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -501489.250000 Penalty: 2772.990723
	Iteration 23Q: 3 clusters Score -501489.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -501539.593750 Penalty: 2772.990723
	Iteration 24Q: 3 clusters Score -501539.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -501572.312500 Penalty: 2772.990723
	Iteration 25Q: 3 clusters Score -501572.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -501591.343750 Penalty: 2772.990723
	Iteration 26Q: 3 clusters Score -501591.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -501616.343750 Penalty: 2772.990723
	Iteration 27Q: 3 clusters Score -501616.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -501636.875000 Penalty: 2772.990723
	Iteration 28Q: 3 clusters Score -501636.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -501644.062500 Penalty: 2772.990723
	Iteration 29Q: 3 clusters Score -501644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -501647.125000 Penalty: 2772.990723
	Iteration 30Q: 3 clusters Score -501647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -501656.843750 Penalty: 2772.990723
	Iteration 31Q: 3 clusters Score -501656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -501664.812500 Penalty: 2772.990723
	Iteration 32Q: 3 clusters Score -501664.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -501675.906250 Penalty: 2772.990723
	Iteration 33Q: 3 clusters Score -501675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -501682.656250 Penalty: 2772.990723
	Iteration 34Q: 3 clusters Score -501682.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -501691.312500 Penalty: 2772.990723
	Iteration 35Q: 3 clusters Score -501691.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -501702.875000 Penalty: 2772.990723
	Iteration 36Q: 3 clusters Score -501702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -501711.062500 Penalty: 2772.990723
	Iteration 37Q: 3 clusters Score -501711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -501717.375000 Penalty: 2772.990723
	Iteration 38Q: 3 clusters Score -501717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -501719.000000 Penalty: 2772.990723
	Iteration 39Q: 3 clusters Score -501719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -501719.343750 Penalty: 2772.990723
	Iteration 40F: 3 clusters Score -501719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -501720.468750 Penalty: 2772.990723
	Iteration 41Q: 3 clusters Score -501720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -501721.156250 Penalty: 2772.990723
	Iteration 42Q: 3 clusters Score -501721.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -501725.781250 Penalty: 2772.990723
	Iteration 43Q: 3 clusters Score -501725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -501727.437500 Penalty: 2772.990723
	Iteration 44Q: 3 clusters Score -501727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -501728.062500 Penalty: 2772.990723
	Iteration 45Q: 3 clusters Score -501728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -501728.781250 Penalty: 2772.990723
	Iteration 46Q: 3 clusters Score -501728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -501729.281250 Penalty: 2772.990723
	Iteration 47Q: 3 clusters Score -501729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -501729.281250 Penalty: 2772.990723
	Iteration 48F: 3 clusters Score -501729.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -132348.484375 Penalty: 1199.898315
	Iteration 0F: 2 clusters Score -132348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -130592.132812 Penalty: 2399.796631
	Iteration 0F: 3 clusters Score -130592.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131177.421875 Penalty: 2399.796631
	Iteration 1F: 3 clusters Score -131177.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -131370.843750 Penalty: 2399.796631
	Iteration 2F: 3 clusters Score -131370.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -131481.890625 Penalty: 2399.796631
	Iteration 3F: 3 clusters Score -131481.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -131620.750000 Penalty: 2399.796631
	Iteration 4Q: 3 clusters Score -131620.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -131760.203125 Penalty: 2399.796631
	Iteration 5F: 3 clusters Score -131760.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -131883.843750 Penalty: 2399.796631
	Iteration 6F: 3 clusters Score -131883.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -131983.546875 Penalty: 2399.796631
	Iteration 7Q: 3 clusters Score -131983.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -132082.296875 Penalty: 2399.796631
	Iteration 8Q: 3 clusters Score -132082.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -132148.953125 Penalty: 2399.796631
	Iteration 9Q: 3 clusters Score -132149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -132238.625000 Penalty: 2399.796631
	Iteration 10Q: 3 clusters Score -132238.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -132319.437500 Penalty: 2399.796631
	Iteration 11Q: 3 clusters Score -132319.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -132399.875000 Penalty: 2399.796631
	Iteration 12Q: 3 clusters Score -132399.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -132451.812500 Penalty: 2399.796631
	Iteration 13Q: 3 clusters Score -132451.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -132495.562500 Penalty: 2399.796631
	Iteration 14Q: 3 clusters Score -132495.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132526.625000 Penalty: 2399.796631
	Iteration 15Q: 3 clusters Score -132526.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -132548.609375 Penalty: 2399.796631
	Iteration 16Q: 3 clusters Score -132548.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132570.546875 Penalty: 2399.796631
	Iteration 17Q: 3 clusters Score -132570.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -132582.281250 Penalty: 2399.796631
	Iteration 18Q: 3 clusters Score -132582.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132596.406250 Penalty: 2399.796631
	Iteration 19Q: 3 clusters Score -132596.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -132608.875000 Penalty: 2399.796631
	Iteration 20F: 3 clusters Score -132608.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132626.328125 Penalty: 2399.796631
	Iteration 21Q: 3 clusters Score -132626.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132637.531250 Penalty: 2399.796631
	Iteration 22Q: 3 clusters Score -132637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132645.312500 Penalty: 2399.796631
	Iteration 23Q: 3 clusters Score -132645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132648.156250 Penalty: 2399.796631
	Iteration 24Q: 3 clusters Score -132648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132651.687500 Penalty: 2399.796631
	Iteration 25Q: 3 clusters Score -132651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132654.046875 Penalty: 2399.796631
	Iteration 26Q: 3 clusters Score -132654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132654.984375 Penalty: 2399.796631
	Iteration 27Q: 3 clusters Score -132655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132655.703125 Penalty: 2399.796631
	Iteration 28Q: 3 clusters Score -132655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132656.250000 Penalty: 2399.796631
	Iteration 29Q: 3 clusters Score -132656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132656.875000 Penalty: 2399.796631
	Iteration 30Q: 3 clusters Score -132656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132657.000000 Penalty: 2399.796631
	Iteration 31Q: 3 clusters Score -132657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132657.562500 Penalty: 2399.796631
	Iteration 32Q: 3 clusters Score -132657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132658.359375 Penalty: 2399.796631
	Iteration 33Q: 3 clusters Score -132658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132659.328125 Penalty: 2399.796631
	Iteration 34Q: 3 clusters Score -132659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -132663.687500 Penalty: 2399.796631
	Iteration 35Q: 3 clusters Score -132663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -132666.484375 Penalty: 2399.796631
	Iteration 36Q: 3 clusters Score -132666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -132670.906250 Penalty: 2399.796631
	Iteration 37Q: 3 clusters Score -132670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132679.156250 Penalty: 2399.796631
	Iteration 38Q: 3 clusters Score -132679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132682.937500 Penalty: 2399.796631
	Iteration 39Q: 3 clusters Score -132682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -132685.484375 Penalty: 2399.796631
	Iteration 40F: 3 clusters Score -132685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132687.093750 Penalty: 2399.796631
	Iteration 41Q: 3 clusters Score -132687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132687.671875 Penalty: 2399.796631
	Iteration 42Q: 3 clusters Score -132687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132687.671875 Penalty: 2399.796631
	Iteration 43F: 3 clusters Score -132687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157886 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 982 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 5074 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Mstep: Class 45 contains 628 members 
Entering Unmasked Estep 
Score: -154051136.000000 Penalty: 104160.664062
Splitting cluster 39 changes total score from -154052336.000000 to -154051136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (63537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Entering Unmasked Estep 
Score: -6730726.500000 Penalty: 1797.148926
	Iteration 0F: 2 clusters Score -6730726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6688190.500000 Penalty: 3594.297852
	Iteration 0F: 3 clusters Score -6688190 nChanged 30058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6705510.000000 Penalty: 3594.297852
	Iteration 1F: 3 clusters Score -6705510 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -6706225.500000 Penalty: 3594.297852
	Iteration 2Q: 3 clusters Score -6706226 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -6706941.000000 Penalty: 3594.297852
	Iteration 3Q: 3 clusters Score -6706941 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -6708000.000000 Penalty: 3594.297852
	Iteration 4Q: 3 clusters Score -6708000 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -6709264.000000 Penalty: 3594.297852
	Iteration 5Q: 3 clusters Score -6709264 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -6710856.000000 Penalty: 3594.297852
	Iteration 6F: 3 clusters Score -6710856 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -6712820.500000 Penalty: 3594.297852
	Iteration 7F: 3 clusters Score -6712820 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6715258.500000 Penalty: 3594.297852
	Iteration 8F: 3 clusters Score -6715258 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -6717915.500000 Penalty: 3594.297852
	Iteration 9F: 3 clusters Score -6717916 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6720394.000000 Penalty: 3594.297852
	Iteration 10F: 3 clusters Score -6720394 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6721809.000000 Penalty: 3594.297852
	Iteration 11Q: 3 clusters Score -6721809 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6722414.500000 Penalty: 3594.297852
	Iteration 12Q: 3 clusters Score -6722414 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -6722629.000000 Penalty: 3594.297852
	Iteration 13Q: 3 clusters Score -6722629 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -6722720.000000 Penalty: 3594.297852
	Iteration 14Q: 3 clusters Score -6722720 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -6722813.000000 Penalty: 3594.297852
	Iteration 15Q: 3 clusters Score -6722813 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6722880.000000 Penalty: 3594.297852
	Iteration 16Q: 3 clusters Score -6722880 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6722949.500000 Penalty: 3594.297852
	Iteration 17Q: 3 clusters Score -6722950 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -6722970.000000 Penalty: 3594.297852
	Iteration 18Q: 3 clusters Score -6722970 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6723024.000000 Penalty: 3594.297852
	Iteration 19Q: 3 clusters Score -6723024 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6723055.000000 Penalty: 3594.297852
	Iteration 20F: 3 clusters Score -6723055 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -6723068.000000 Penalty: 3594.297852
	Iteration 21Q: 3 clusters Score -6723068 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -6723091.500000 Penalty: 3594.297852
	Iteration 22Q: 3 clusters Score -6723092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -6723133.000000 Penalty: 3594.297852
	Iteration 23Q: 3 clusters Score -6723133 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -6723146.500000 Penalty: 3594.297852
	Iteration 24Q: 3 clusters Score -6723146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6723155.500000 Penalty: 3594.297852
	Iteration 25Q: 3 clusters Score -6723156 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6723197.000000 Penalty: 3594.297852
	Iteration 26Q: 3 clusters Score -6723197 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -6723236.000000 Penalty: 3594.297852
	Iteration 27Q: 3 clusters Score -6723236 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -6723237.500000 Penalty: 3594.297852
	Iteration 28Q: 3 clusters Score -6723238 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6723246.000000 Penalty: 3594.297852
	Iteration 29Q: 3 clusters Score -6723246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -6723281.500000 Penalty: 3594.297852
	Iteration 30Q: 3 clusters Score -6723282 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -6723319.500000 Penalty: 3594.297852
	Iteration 31Q: 3 clusters Score -6723320 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -6723331.000000 Penalty: 3594.297852
	Iteration 32Q: 3 clusters Score -6723331 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6723344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6723370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6723348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6723366.500000 Penalty: 3594.297852
	Iteration 36Q: 3 clusters Score -6723366 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6723409.000000 Penalty: 3594.297852
	Iteration 37Q: 3 clusters Score -6723409 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -6723439.000000 Penalty: 3594.297852
	Iteration 38Q: 3 clusters Score -6723439 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6723459.500000 Penalty: 3594.297852
	Iteration 39Q: 3 clusters Score -6723460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -6723517.500000 Penalty: 3594.297852
	Iteration 40F: 3 clusters Score -6723518 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -6723589.000000 Penalty: 3594.297852
	Iteration 41Q: 3 clusters Score -6723589 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -6723619.500000 Penalty: 3594.297852
	Iteration 42Q: 3 clusters Score -6723620 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -6723685.500000 Penalty: 3594.297852
	Iteration 43Q: 3 clusters Score -6723686 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6723746.500000 Penalty: 3594.297852
	Iteration 44Q: 3 clusters Score -6723746 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6723805.000000 Penalty: 3594.297852
	Iteration 45Q: 3 clusters Score -6723805 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6723875.000000 Penalty: 3594.297852
	Iteration 46Q: 3 clusters Score -6723875 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -6723945.500000 Penalty: 3594.297852
	Iteration 47Q: 3 clusters Score -6723946 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6724007.000000 Penalty: 3594.297852
	Iteration 48Q: 3 clusters Score -6724007 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6724108.500000 Penalty: 3594.297852
	Iteration 49Q: 3 clusters Score -6724108 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6724234.500000 Penalty: 3594.297852
	Iteration 50Q: 3 clusters Score -6724234 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6724330.500000 Penalty: 3594.297852
	Iteration 51Q: 3 clusters Score -6724330 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -6724420.500000 Penalty: 3594.297852
	Iteration 52Q: 3 clusters Score -6724420 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -6724577.000000 Penalty: 3594.297852
	Iteration 53Q: 3 clusters Score -6724577 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -6724677.000000 Penalty: 3594.297852
	Iteration 54Q: 3 clusters Score -6724677 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6724862.500000 Penalty: 3594.297852
	Iteration 55Q: 3 clusters Score -6724862 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -6725049.500000 Penalty: 3594.297852
	Iteration 56Q: 3 clusters Score -6725050 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -6725274.000000 Penalty: 3594.297852
	Iteration 57Q: 3 clusters Score -6725274 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -6725545.500000 Penalty: 3594.297852
	Iteration 58Q: 3 clusters Score -6725546 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -6725798.000000 Penalty: 3594.297852
	Iteration 59Q: 3 clusters Score -6725798 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -6726098.000000 Penalty: 3594.297852
	Iteration 60F: 3 clusters Score -6726098 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -6726410.000000 Penalty: 3594.297852
	Iteration 61Q: 3 clusters Score -6726410 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -6726701.500000 Penalty: 3594.297852
	Iteration 62Q: 3 clusters Score -6726702 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -6726953.500000 Penalty: 3594.297852
	Iteration 63Q: 3 clusters Score -6726954 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6727183.000000 Penalty: 3594.297852
	Iteration 64Q: 3 clusters Score -6727183 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -6727493.500000 Penalty: 3594.297852
	Iteration 65Q: 3 clusters Score -6727494 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6727739.500000 Penalty: 3594.297852
	Iteration 66Q: 3 clusters Score -6727740 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6727965.000000 Penalty: 3594.297852
	Iteration 67Q: 3 clusters Score -6727965 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -6728170.000000 Penalty: 3594.297852
	Iteration 68Q: 3 clusters Score -6728170 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6728370.500000 Penalty: 3594.297852
	Iteration 69Q: 3 clusters Score -6728370 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6728500.000000 Penalty: 3594.297852
	Iteration 70Q: 3 clusters Score -6728500 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6728624.500000 Penalty: 3594.297852
	Iteration 71Q: 3 clusters Score -6728624 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6728749.500000 Penalty: 3594.297852
	Iteration 72Q: 3 clusters Score -6728750 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6728842.500000 Penalty: 3594.297852
	Iteration 73Q: 3 clusters Score -6728842 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6728872.500000 Penalty: 3594.297852
	Iteration 74Q: 3 clusters Score -6728872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6728929.500000 Penalty: 3594.297852
	Iteration 75Q: 3 clusters Score -6728930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6728983.000000 Penalty: 3594.297852
	Iteration 76Q: 3 clusters Score -6728983 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6729036.500000 Penalty: 3594.297852
	Iteration 77Q: 3 clusters Score -6729036 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6729077.500000 Penalty: 3594.297852
	Iteration 78Q: 3 clusters Score -6729078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6729114.000000 Penalty: 3594.297852
	Iteration 79Q: 3 clusters Score -6729114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6729155.500000 Penalty: 3594.297852
	Iteration 80F: 3 clusters Score -6729156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6729180.000000 Penalty: 3594.297852
	Iteration 81Q: 3 clusters Score -6729180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6729205.500000 Penalty: 3594.297852
	Iteration 82Q: 3 clusters Score -6729206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6729222.000000 Penalty: 3594.297852
	Iteration 83Q: 3 clusters Score -6729222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6729232.000000 Penalty: 3594.297852
	Iteration 84Q: 3 clusters Score -6729232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6729234.500000 Penalty: 3594.297852
	Iteration 85Q: 3 clusters Score -6729234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6729244.500000 Penalty: 3594.297852
	Iteration 86Q: 3 clusters Score -6729244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6729253.000000 Penalty: 3594.297852
	Iteration 87Q: 3 clusters Score -6729253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6729270.500000 Penalty: 3594.297852
	Iteration 88Q: 3 clusters Score -6729270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6729283.500000 Penalty: 3594.297852
	Iteration 89Q: 3 clusters Score -6729284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6729289.500000 Penalty: 3594.297852
	Iteration 90Q: 3 clusters Score -6729290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6729300.000000 Penalty: 3594.297852
	Iteration 91Q: 3 clusters Score -6729300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6729302.500000 Penalty: 3594.297852
	Iteration 92Q: 3 clusters Score -6729302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6729307.500000 Penalty: 3594.297852
	Iteration 93Q: 3 clusters Score -6729308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6729305.000000 Penalty: 3594.297852
	Iteration 94Q: 3 clusters Score -6729305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6729322.500000 Penalty: 3594.297852
	Iteration 95Q: 3 clusters Score -6729322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6729323.500000 Penalty: 3594.297852
	Iteration 96Q: 3 clusters Score -6729324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6729335.500000 Penalty: 3594.297852
	Iteration 97Q: 3 clusters Score -6729336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6729340.000000 Penalty: 3594.297852
	Iteration 98Q: 3 clusters Score -6729340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6729339.500000 Penalty: 3594.297852
	Iteration 99Q: 3 clusters Score -6729340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6729347.000000 Penalty: 3594.297852
	Iteration 100F: 3 clusters Score -6729347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6729349.500000 Penalty: 3594.297852
	Iteration 101Q: 3 clusters Score -6729350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6729349.500000 Penalty: 3594.297852
	Iteration 102Q: 3 clusters Score -6729350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6729354.500000 Penalty: 3594.297852
	Iteration 103Q: 3 clusters Score -6729354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6729365.000000 Penalty: 3594.297852
	Iteration 104Q: 3 clusters Score -6729365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6729370.000000 Penalty: 3594.297852
	Iteration 105Q: 3 clusters Score -6729370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6729367.500000 Penalty: 3594.297852
	Iteration 106Q: 3 clusters Score -6729368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6729370.000000 Penalty: 3594.297852
	Iteration 107Q: 3 clusters Score -6729370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6729377.000000 Penalty: 3594.297852
	Iteration 108Q: 3 clusters Score -6729377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6729369.500000 Penalty: 3594.297852
	Iteration 109Q: 3 clusters Score -6729370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6729365.000000 Penalty: 3594.297852
	Iteration 110Q: 3 clusters Score -6729365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6729365.000000 Penalty: 3594.297852
	Iteration 111Q: 3 clusters Score -6729365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6729371.000000 Penalty: 3594.297852
	Iteration 112Q: 3 clusters Score -6729371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6729378.500000 Penalty: 3594.297852
	Iteration 113Q: 3 clusters Score -6729378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6729384.000000 Penalty: 3594.297852
	Iteration 114Q: 3 clusters Score -6729384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6729383.000000 Penalty: 3594.297852
	Iteration 115Q: 3 clusters Score -6729383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6729383.000000 Penalty: 3594.297852
	Iteration 116F: 3 clusters Score -6729383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -459596.375000 Penalty: 1386.431396
	Iteration 0F: 2 clusters Score -459596.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -455557.062500 Penalty: 2772.862793
	Iteration 0F: 3 clusters Score -455557.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -457040.062500 Penalty: 2772.862793
	Iteration 1F: 3 clusters Score -457040.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -457543.218750 Penalty: 2772.862793
	Iteration 2F: 3 clusters Score -457543.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -457891.406250 Penalty: 2772.862793
	Iteration 3F: 3 clusters Score -457891.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -458188.375000 Penalty: 2772.862793
	Iteration 4F: 3 clusters Score -458188.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -458402.375000 Penalty: 2772.862793
	Iteration 5F: 3 clusters Score -458402.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -458575.031250 Penalty: 2772.862793
	Iteration 6Q: 3 clusters Score -458575 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -458721.593750 Penalty: 2772.862793
	Iteration 7Q: 3 clusters Score -458721.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -458828.343750 Penalty: 2772.862793
	Iteration 8Q: 3 clusters Score -458828.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -458962.562500 Penalty: 2772.862793
	Iteration 9Q: 3 clusters Score -458962.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -459087.781250 Penalty: 2772.862793
	Iteration 10Q: 3 clusters Score -459087.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -459189.750000 Penalty: 2772.862793
	Iteration 11Q: 3 clusters Score -459189.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -459282.406250 Penalty: 2772.862793
	Iteration 12Q: 3 clusters Score -459282.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -459341.937500 Penalty: 2772.862793
	Iteration 13Q: 3 clusters Score -459341.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -459397.343750 Penalty: 2772.862793
	Iteration 14Q: 3 clusters Score -459397.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -459443.875000 Penalty: 2772.862793
	Iteration 15Q: 3 clusters Score -459443.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -459486.281250 Penalty: 2772.862793
	Iteration 16Q: 3 clusters Score -459486.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -459523.937500 Penalty: 2772.862793
	Iteration 17Q: 3 clusters Score -459523.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -459551.468750 Penalty: 2772.862793
	Iteration 18Q: 3 clusters Score -459551.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -459569.406250 Penalty: 2772.862793
	Iteration 19Q: 3 clusters Score -459569.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -459584.125000 Penalty: 2772.862793
	Iteration 20F: 3 clusters Score -459584.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -459600.843750 Penalty: 2772.862793
	Iteration 21Q: 3 clusters Score -459600.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -459612.093750 Penalty: 2772.862793
	Iteration 22Q: 3 clusters Score -459612.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -459624.187500 Penalty: 2772.862793
	Iteration 23Q: 3 clusters Score -459624.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -459631.562500 Penalty: 2772.862793
	Iteration 24Q: 3 clusters Score -459631.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -459638.781250 Penalty: 2772.862793
	Iteration 25Q: 3 clusters Score -459638.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -459643.656250 Penalty: 2772.862793
	Iteration 26Q: 3 clusters Score -459643.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -459646.843750 Penalty: 2772.862793
	Iteration 27Q: 3 clusters Score -459646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -459647.281250 Penalty: 2772.862793
	Iteration 28Q: 3 clusters Score -459647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -459649.281250 Penalty: 2772.862793
	Iteration 29Q: 3 clusters Score -459649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -459649.437500 Penalty: 2772.862793
	Iteration 30Q: 3 clusters Score -459649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -459650.812500 Penalty: 2772.862793
	Iteration 31Q: 3 clusters Score -459650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -459651.750000 Penalty: 2772.862793
	Iteration 32Q: 3 clusters Score -459651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -459651.593750 Penalty: 2772.862793
	Iteration 33Q: 3 clusters Score -459651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -459652.312500 Penalty: 2772.862793
	Iteration 34Q: 3 clusters Score -459652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -459652.750000 Penalty: 2772.862793
	Iteration 35Q: 3 clusters Score -459652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -459652.750000 Penalty: 2772.862793
	Iteration 36F: 3 clusters Score -459652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157886 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1610 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 1994 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Mstep: Class 45 contains 3080 members 
Entering Unmasked Estep 
Score: -154050992.000000 Penalty: 104160.664062
Splitting cluster 41 changes total score from -154052336.000000 to -154050992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -171917.781250 Penalty: 1213.818848
	Iteration 0F: 2 clusters Score -171917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -170017.531250 Penalty: 2427.637695
	Iteration 0F: 3 clusters Score -170017.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170461.171875 Penalty: 2427.637695
	Iteration 1F: 3 clusters Score -170461.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -170570.500000 Penalty: 2427.637695
	Iteration 2F: 3 clusters Score -170570.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -170640.093750 Penalty: 2427.637695
	Iteration 3Q: 3 clusters Score -170640.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -170702.750000 Penalty: 2427.637695
	Iteration 4Q: 3 clusters Score -170702.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -170743.062500 Penalty: 2427.637695
	Iteration 5Q: 3 clusters Score -170743.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170772.031250 Penalty: 2427.637695
	Iteration 6Q: 3 clusters Score -170772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170792.531250 Penalty: 2427.637695
	Iteration 7Q: 3 clusters Score -170792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -170801.265625 Penalty: 2427.637695
	Iteration 8Q: 3 clusters Score -170801.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170809.828125 Penalty: 2427.637695
	Iteration 9Q: 3 clusters Score -170809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170820.078125 Penalty: 2427.637695
	Iteration 10Q: 3 clusters Score -170820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -170835.218750 Penalty: 2427.637695
	Iteration 11Q: 3 clusters Score -170835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -170842.265625 Penalty: 2427.637695
	Iteration 12Q: 3 clusters Score -170842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -170850.500000 Penalty: 2427.637695
	Iteration 13Q: 3 clusters Score -170850.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -170858.812500 Penalty: 2427.637695
	Iteration 14Q: 3 clusters Score -170858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -170866.734375 Penalty: 2427.637695
	Iteration 15Q: 3 clusters Score -170866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -170870.390625 Penalty: 2427.637695
	Iteration 16Q: 3 clusters Score -170870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170874.156250 Penalty: 2427.637695
	Iteration 17Q: 3 clusters Score -170874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -170882.984375 Penalty: 2427.637695
	Iteration 18Q: 3 clusters Score -170883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -170886.812500 Penalty: 2427.637695
	Iteration 19Q: 3 clusters Score -170886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -170887.921875 Penalty: 2427.637695
	Iteration 20F: 3 clusters Score -170887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -170889.250000 Penalty: 2427.637695
	Iteration 21Q: 3 clusters Score -170889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -170891.484375 Penalty: 2427.637695
	Iteration 22Q: 3 clusters Score -170891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -170892.312500 Penalty: 2427.637695
	Iteration 23Q: 3 clusters Score -170892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -170894.515625 Penalty: 2427.637695
	Iteration 24Q: 3 clusters Score -170894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -170896.468750 Penalty: 2427.637695
	Iteration 25Q: 3 clusters Score -170896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -170900.343750 Penalty: 2427.637695
	Iteration 26Q: 3 clusters Score -170900.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -170903.609375 Penalty: 2427.637695
	Iteration 27Q: 3 clusters Score -170903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -170909.109375 Penalty: 2427.637695
	Iteration 28Q: 3 clusters Score -170909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -170912.843750 Penalty: 2427.637695
	Iteration 29Q: 3 clusters Score -170912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -170914.453125 Penalty: 2427.637695
	Iteration 30Q: 3 clusters Score -170914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -170915.781250 Penalty: 2427.637695
	Iteration 31Q: 3 clusters Score -170915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -170916.109375 Penalty: 2427.637695
	Iteration 32Q: 3 clusters Score -170916.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -170916.109375 Penalty: 2427.637695
	Iteration 33F: 3 clusters Score -170916.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -227494.812500 Penalty: 1275.705078
	Iteration 0F: 2 clusters Score -227494.8 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 1318 members 
Entering Unmasked Estep 
Score: -225105.968750 Penalty: 2551.410156
	Iteration 0F: 3 clusters Score -225106 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -225833.046875 Penalty: 2551.410156
	Iteration 1F: 3 clusters Score -225833 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -226010.906250 Penalty: 2551.410156
	Iteration 2F: 3 clusters Score -226010.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -226115.750000 Penalty: 2551.410156
	Iteration 3F: 3 clusters Score -226115.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -226252.000000 Penalty: 2551.410156
	Iteration 4F: 3 clusters Score -226252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -226374.234375 Penalty: 2551.410156
	Iteration 5Q: 3 clusters Score -226374.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -226472.000000 Penalty: 2551.410156
	Iteration 6Q: 3 clusters Score -226472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -226598.062500 Penalty: 2551.410156
	Iteration 7Q: 3 clusters Score -226598.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226755.312500 Penalty: 2551.410156
	Iteration 8Q: 3 clusters Score -226755.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -226884.953125 Penalty: 2551.410156
	Iteration 9Q: 3 clusters Score -226885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -226989.000000 Penalty: 2551.410156
	Iteration 10Q: 3 clusters Score -226989 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -227074.046875 Penalty: 2551.410156
	Iteration 11Q: 3 clusters Score -227074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -227126.062500 Penalty: 2551.410156
	Iteration 12Q: 3 clusters Score -227126.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -227162.140625 Penalty: 2551.410156
	Iteration 13Q: 3 clusters Score -227162.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227181.437500 Penalty: 2551.410156
	Iteration 14Q: 3 clusters Score -227181.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -227195.609375 Penalty: 2551.410156
	Iteration 15Q: 3 clusters Score -227195.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -227215.046875 Penalty: 2551.410156
	Iteration 16Q: 3 clusters Score -227215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227229.625000 Penalty: 2551.410156
	Iteration 17Q: 3 clusters Score -227229.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227248.937500 Penalty: 2551.410156
	Iteration 18Q: 3 clusters Score -227248.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -227263.765625 Penalty: 2551.410156
	Iteration 19Q: 3 clusters Score -227263.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -227277.484375 Penalty: 2551.410156
	Iteration 20F: 3 clusters Score -227277.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -227283.875000 Penalty: 2551.410156
	Iteration 21Q: 3 clusters Score -227283.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -227290.375000 Penalty: 2551.410156
	Iteration 22Q: 3 clusters Score -227290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227295.109375 Penalty: 2551.410156
	Iteration 23Q: 3 clusters Score -227295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -227298.531250 Penalty: 2551.410156
	Iteration 24Q: 3 clusters Score -227298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -227300.906250 Penalty: 2551.410156
	Iteration 25Q: 3 clusters Score -227300.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227302.890625 Penalty: 2551.410156
	Iteration 26Q: 3 clusters Score -227302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -227303.687500 Penalty: 2551.410156
	Iteration 27Q: 3 clusters Score -227303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -227303.781250 Penalty: 2551.410156
	Iteration 28Q: 3 clusters Score -227303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -227303.718750 Penalty: 2551.410156
	Iteration 29Q: 3 clusters Score -227303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227304.109375 Penalty: 2551.410156
	Iteration 30Q: 3 clusters Score -227304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -227304.500000 Penalty: 2551.410156
	Iteration 31Q: 3 clusters Score -227304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227305.156250 Penalty: 2551.410156
	Iteration 32Q: 3 clusters Score -227305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227305.156250 Penalty: 2551.410156
	Iteration 33F: 3 clusters Score -227305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -405257.906250 Penalty: 1340.768188
	Iteration 0F: 2 clusters Score -405257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -401975.562500 Penalty: 2681.536377
	Iteration 0F: 3 clusters Score -401975.6 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -402881.437500 Penalty: 2681.536377
	Iteration 1F: 3 clusters Score -402881.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -403054.312500 Penalty: 2681.536377
	Iteration 2F: 3 clusters Score -403054.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -403157.562500 Penalty: 2681.536377
	Iteration 3F: 3 clusters Score -403157.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -403229.156250 Penalty: 2681.536377
	Iteration 4Q: 3 clusters Score -403229.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -403276.562500 Penalty: 2681.536377
	Iteration 5Q: 3 clusters Score -403276.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -403319.125000 Penalty: 2681.536377
	Iteration 6Q: 3 clusters Score -403319.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -403359.468750 Penalty: 2681.536377
	Iteration 7Q: 3 clusters Score -403359.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -403387.468750 Penalty: 2681.536377
	Iteration 8Q: 3 clusters Score -403387.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -403418.500000 Penalty: 2681.536377
	Iteration 9Q: 3 clusters Score -403418.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -403455.437500 Penalty: 2681.536377
	Iteration 10Q: 3 clusters Score -403455.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -403490.343750 Penalty: 2681.536377
	Iteration 11Q: 3 clusters Score -403490.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -403530.968750 Penalty: 2681.536377
	Iteration 12Q: 3 clusters Score -403531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -403582.562500 Penalty: 2681.536377
	Iteration 13Q: 3 clusters Score -403582.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -403636.968750 Penalty: 2681.536377
	Iteration 14Q: 3 clusters Score -403637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -403684.750000 Penalty: 2681.536377
	Iteration 15Q: 3 clusters Score -403684.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -403728.531250 Penalty: 2681.536377
	Iteration 16Q: 3 clusters Score -403728.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -403768.531250 Penalty: 2681.536377
	Iteration 17Q: 3 clusters Score -403768.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -403808.593750 Penalty: 2681.536377
	Iteration 18Q: 3 clusters Score -403808.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -403839.187500 Penalty: 2681.536377
	Iteration 19Q: 3 clusters Score -403839.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -403860.375000 Penalty: 2681.536377
	Iteration 20F: 3 clusters Score -403860.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -403882.218750 Penalty: 2681.536377
	Iteration 21Q: 3 clusters Score -403882.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -403901.875000 Penalty: 2681.536377
	Iteration 22Q: 3 clusters Score -403901.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -403927.812500 Penalty: 2681.536377
	Iteration 23Q: 3 clusters Score -403927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -403949.093750 Penalty: 2681.536377
	Iteration 24Q: 3 clusters Score -403949.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -403966.125000 Penalty: 2681.536377
	Iteration 25Q: 3 clusters Score -403966.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -403982.593750 Penalty: 2681.536377
	Iteration 26Q: 3 clusters Score -403982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -403995.406250 Penalty: 2681.536377
	Iteration 27Q: 3 clusters Score -403995.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -404013.843750 Penalty: 2681.536377
	Iteration 28Q: 3 clusters Score -404013.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -404029.125000 Penalty: 2681.536377
	Iteration 29Q: 3 clusters Score -404029.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -404039.656250 Penalty: 2681.536377
	Iteration 30Q: 3 clusters Score -404039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -404047.843750 Penalty: 2681.536377
	Iteration 31Q: 3 clusters Score -404047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -404051.468750 Penalty: 2681.536377
	Iteration 32Q: 3 clusters Score -404051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -404055.625000 Penalty: 2681.536377
	Iteration 33Q: 3 clusters Score -404055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -404060.625000 Penalty: 2681.536377
	Iteration 34Q: 3 clusters Score -404060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -404068.906250 Penalty: 2681.536377
	Iteration 35Q: 3 clusters Score -404068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -404072.625000 Penalty: 2681.536377
	Iteration 36Q: 3 clusters Score -404072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -404074.000000 Penalty: 2681.536377
	Iteration 37Q: 3 clusters Score -404074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -404075.250000 Penalty: 2681.536377
	Iteration 38Q: 3 clusters Score -404075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -404075.250000 Penalty: 2681.536377
	Iteration 39F: 3 clusters Score -404075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 50123 members 
Mstep: Class 8 contains 167791 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 38096 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10634 members 
Mstep: Class 15 contains 32642 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 82568 members 
Mstep: Class 20 contains 190067 members 
Mstep: Class 21 contains 114173 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 4464 members 
Mstep: Class 28 contains 15442 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157886 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94796 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29224 members 
Mstep: Class 36 contains 119184 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1610 members 
Mstep: Class 40 contains 63537 members 
Mstep: Class 41 contains 5074 members 
Mstep: Class 42 contains 1754 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052032.000000 Penalty: 101845.984375
Iteration 119Q: 45 clusters Score -1.54052e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11117 members 
Mstep: Class 3 contains 69847 members 
Mstep: Class 4 contains 39669 members 
Mstep: Class 5 contains 5980 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 50166 members 
Mstep: Class 8 contains 167781 members 
Mstep: Class 9 contains 14406 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 35353 members 
Mstep: Class 12 contains 38073 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 15 contains 32678 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 20492 members 
Mstep: Class 18 contains 1280 members 
Mstep: Class 19 contains 82594 members 
Mstep: Class 20 contains 190147 members 
Mstep: Class 21 contains 114179 members 
Mstep: Class 22 contains 11664 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 32042 members 
Mstep: Class 25 contains 15386 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4401 members 
Mstep: Class 28 contains 15449 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 157809 members 
Mstep: Class 31 contains 9828 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 94871 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29225 members 
Mstep: Class 36 contains 119258 members 
Mstep: Class 37 contains 3170 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1607 members 
Mstep: Class 40 contains 63509 members 
Mstep: Class 41 contains 5091 members 
Mstep: Class 42 contains 1755 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051920.000000 Penalty: 101845.984375
Iteration 120F: 45 clusters Score -1.540519e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11114 members 
Mstep: Class 3 contains 70052 members 
Mstep: Class 4 contains 39667 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 50197 members 
Mstep: Class 8 contains 167815 members 
Mstep: Class 9 contains 14408 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 35040 members 
Mstep: Class 12 contains 38050 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 32686 members 
Mstep: Class 16 contains 16820 members 
Mstep: Class 17 contains 20486 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 82628 members 
Mstep: Class 20 contains 190195 members 
Mstep: Class 21 contains 114198 members 
Mstep: Class 22 contains 11664 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 32040 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 4044 members 
Mstep: Class 30 contains 157730 members 
Mstep: Class 31 contains 9827 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 94944 members 
Mstep: Class 34 contains 11247 members 
Mstep: Class 35 contains 29217 members 
Mstep: Class 36 contains 119315 members 
Mstep: Class 37 contains 3169 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1607 members 
Mstep: Class 40 contains 63482 members 
Mstep: Class 41 contains 5108 members 
Mstep: Class 42 contains 1758 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052512.000000 Penalty: 101845.984375
Iteration 121Q: 45 clusters Score -1.540525e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 70249 members 
Mstep: Class 4 contains 39664 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 50222 members 
Mstep: Class 8 contains 167898 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 34752 members 
Mstep: Class 12 contains 38020 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 32690 members 
Mstep: Class 16 contains 16823 members 
Mstep: Class 17 contains 20480 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 82662 members 
Mstep: Class 20 contains 190191 members 
Mstep: Class 21 contains 114232 members 
Mstep: Class 22 contains 11663 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 32037 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4289 members 
Mstep: Class 28 contains 15466 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 157625 members 
Mstep: Class 31 contains 9828 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 95018 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 119379 members 
Mstep: Class 37 contains 3168 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1604 members 
Mstep: Class 40 contains 63443 members 
Mstep: Class 41 contains 5127 members 
Mstep: Class 42 contains 1761 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052720.000000 Penalty: 101845.984375
Iteration 122Q: 45 clusters Score -1.540527e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 70416 members 
Mstep: Class 4 contains 39674 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 6 contains 7658 members 
Mstep: Class 7 contains 50247 members 
Mstep: Class 8 contains 167935 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 34481 members 
Mstep: Class 12 contains 37989 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10676 members 
Mstep: Class 15 contains 32688 members 
Mstep: Class 16 contains 16827 members 
Mstep: Class 17 contains 20476 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 19 contains 82690 members 
Mstep: Class 20 contains 190209 members 
Mstep: Class 21 contains 114270 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 32032 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 15474 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 157534 members 
Mstep: Class 31 contains 9834 members 
Mstep: Class 32 contains 6008 members 
Mstep: Class 33 contains 95101 members 
Mstep: Class 34 contains 11253 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 119448 members 
Mstep: Class 37 contains 3167 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1601 members 
Mstep: Class 40 contains 63405 members 
Mstep: Class 41 contains 5141 members 
Mstep: Class 42 contains 1764 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052944.000000 Penalty: 101845.984375
Iteration 123Q: 45 clusters Score -1.540529e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11096 members 
Mstep: Class 3 contains 70568 members 
Mstep: Class 4 contains 39670 members 
Mstep: Class 5 contains 5895 members 
Mstep: Class 6 contains 7665 members 
Mstep: Class 7 contains 50272 members 
Mstep: Class 8 contains 167955 members 
Mstep: Class 9 contains 14418 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 34261 members 
Mstep: Class 12 contains 37973 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 32703 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 20474 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 82702 members 
Mstep: Class 20 contains 190181 members 
Mstep: Class 21 contains 114298 members 
Mstep: Class 22 contains 11652 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 32025 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4198 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 157454 members 
Mstep: Class 31 contains 9841 members 
Mstep: Class 32 contains 6011 members 
Mstep: Class 33 contains 95163 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29214 members 
Mstep: Class 36 contains 119570 members 
Mstep: Class 37 contains 3168 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1594 members 
Mstep: Class 40 contains 63380 members 
Mstep: Class 41 contains 5158 members 
Mstep: Class 42 contains 1764 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053152.000000 Penalty: 101845.984375
Iteration 124Q: 45 clusters Score -1.540532e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11091 members 
Mstep: Class 3 contains 70727 members 
Mstep: Class 4 contains 39674 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 7673 members 
Mstep: Class 7 contains 50296 members 
Mstep: Class 8 contains 167982 members 
Mstep: Class 9 contains 14417 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 34046 members 
Mstep: Class 12 contains 37970 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10706 members 
Mstep: Class 15 contains 32720 members 
Mstep: Class 16 contains 16809 members 
Mstep: Class 17 contains 20471 members 
Mstep: Class 18 contains 1286 members 
Mstep: Class 19 contains 82718 members 
Mstep: Class 20 contains 190173 members 
Mstep: Class 21 contains 114347 members 
Mstep: Class 22 contains 11646 members 
Mstep: Class 23 contains 5533 members 
Mstep: Class 24 contains 32019 members 
Mstep: Class 25 contains 15388 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4146 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 157353 members 
Mstep: Class 31 contains 9849 members 
Mstep: Class 32 contains 6008 members 
Mstep: Class 33 contains 95226 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 119635 members 
Mstep: Class 37 contains 3164 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1589 members 
Mstep: Class 40 contains 63349 members 
Mstep: Class 41 contains 5171 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052912.000000 Penalty: 101845.984375
Iteration 125Q: 45 clusters Score -1.540529e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11084 members 
Mstep: Class 3 contains 70852 members 
Mstep: Class 4 contains 39689 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 50314 members 
Mstep: Class 8 contains 168058 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 33812 members 
Mstep: Class 12 contains 37957 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 32732 members 
Mstep: Class 16 contains 16806 members 
Mstep: Class 17 contains 20465 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 82740 members 
Mstep: Class 20 contains 190169 members 
Mstep: Class 21 contains 114402 members 
Mstep: Class 22 contains 11644 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 32012 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4106 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 157267 members 
Mstep: Class 31 contains 9854 members 
Mstep: Class 32 contains 6007 members 
Mstep: Class 33 contains 95270 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 119685 members 
Mstep: Class 37 contains 3162 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1587 members 
Mstep: Class 40 contains 63322 members 
Mstep: Class 41 contains 5183 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052864.000000 Penalty: 101845.984375
Iteration 126Q: 45 clusters Score -1.540529e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11080 members 
Mstep: Class 3 contains 70962 members 
Mstep: Class 4 contains 39683 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 7687 members 
Mstep: Class 7 contains 50341 members 
Mstep: Class 8 contains 168069 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 33579 members 
Mstep: Class 12 contains 37951 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10740 members 
Mstep: Class 15 contains 32732 members 
Mstep: Class 16 contains 16810 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 82761 members 
Mstep: Class 20 contains 190248 members 
Mstep: Class 21 contains 114441 members 
Mstep: Class 22 contains 11638 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 32005 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4066 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 157227 members 
Mstep: Class 31 contains 9862 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 95300 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29214 members 
Mstep: Class 36 contains 119718 members 
Mstep: Class 37 contains 3160 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1589 members 
Mstep: Class 40 contains 63287 members 
Mstep: Class 41 contains 5185 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052832.000000 Penalty: 101845.984375
Iteration 127Q: 45 clusters Score -1.540528e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11076 members 
Mstep: Class 3 contains 71074 members 
Mstep: Class 4 contains 39688 members 
Mstep: Class 5 contains 5843 members 
Mstep: Class 6 contains 7694 members 
Mstep: Class 7 contains 50372 members 
Mstep: Class 8 contains 168102 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 33345 members 
Mstep: Class 12 contains 37944 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 32729 members 
Mstep: Class 16 contains 16816 members 
Mstep: Class 17 contains 20456 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 82781 members 
Mstep: Class 20 contains 190235 members 
Mstep: Class 21 contains 114490 members 
Mstep: Class 22 contains 11632 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 31999 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4038 members 
Mstep: Class 28 contains 15482 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 157178 members 
Mstep: Class 31 contains 9864 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 95357 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 119760 members 
Mstep: Class 37 contains 3157 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1588 members 
Mstep: Class 40 contains 63267 members 
Mstep: Class 41 contains 5184 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052608.000000 Penalty: 101845.984375
Iteration 128Q: 45 clusters Score -1.540526e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 11073 members 
Mstep: Class 3 contains 71193 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 50404 members 
Mstep: Class 8 contains 168154 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 33134 members 
Mstep: Class 12 contains 37928 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10787 members 
Mstep: Class 15 contains 32735 members 
Mstep: Class 16 contains 16821 members 
Mstep: Class 17 contains 20451 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 82795 members 
Mstep: Class 20 contains 190183 members 
Mstep: Class 21 contains 114526 members 
Mstep: Class 22 contains 11631 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 31990 members 
Mstep: Class 25 contains 15396 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 15480 members 
Mstep: Class 29 contains 4053 members 
Mstep: Class 30 contains 157116 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 95417 members 
Mstep: Class 34 contains 11247 members 
Mstep: Class 35 contains 29212 members 
Mstep: Class 36 contains 119812 members 
Mstep: Class 37 contains 3155 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 63255 members 
Mstep: Class 41 contains 5182 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052480.000000 Penalty: 101845.984375
Iteration 129Q: 45 clusters Score -1.540525e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 71284 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 50425 members 
Mstep: Class 8 contains 168180 members 
Mstep: Class 9 contains 14432 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 32951 members 
Mstep: Class 12 contains 37910 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 32745 members 
Mstep: Class 16 contains 16821 members 
Mstep: Class 17 contains 20445 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 82815 members 
Mstep: Class 20 contains 190148 members 
Mstep: Class 21 contains 114558 members 
Mstep: Class 22 contains 11631 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 31981 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 4053 members 
Mstep: Class 30 contains 157062 members 
Mstep: Class 31 contains 9873 members 
Mstep: Class 32 contains 6032 members 
Mstep: Class 33 contains 95471 members 
Mstep: Class 34 contains 11247 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 119886 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5076 members 
Mstep: Class 39 contains 1583 members 
Mstep: Class 40 contains 63243 members 
Mstep: Class 41 contains 5182 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052880.000000 Penalty: 101845.984375
Iteration 130Q: 45 clusters Score -1.540529e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 71395 members 
Mstep: Class 4 contains 39682 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 50452 members 
Mstep: Class 8 contains 168200 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 32785 members 
Mstep: Class 12 contains 37900 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 32743 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 20439 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 82824 members 
Mstep: Class 20 contains 190106 members 
Mstep: Class 21 contains 114565 members 
Mstep: Class 22 contains 11632 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 31977 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 3949 members 
Mstep: Class 28 contains 15480 members 
Mstep: Class 29 contains 4054 members 
Mstep: Class 30 contains 157020 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 6035 members 
Mstep: Class 33 contains 95513 members 
Mstep: Class 34 contains 11243 members 
Mstep: Class 35 contains 29213 members 
Mstep: Class 36 contains 119975 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5077 members 
Mstep: Class 39 contains 1583 members 
Mstep: Class 40 contains 63222 members 
Mstep: Class 41 contains 5185 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053008.000000 Penalty: 101845.984375
Iteration 131Q: 45 clusters Score -1.54053e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 71478 members 
Mstep: Class 4 contains 39689 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 50479 members 
Mstep: Class 8 contains 168227 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 32628 members 
Mstep: Class 12 contains 37890 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10830 members 
Mstep: Class 15 contains 32742 members 
Mstep: Class 16 contains 16822 members 
Mstep: Class 17 contains 20434 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 82836 members 
Mstep: Class 20 contains 190063 members 
Mstep: Class 21 contains 114586 members 
Mstep: Class 22 contains 11633 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 31972 members 
Mstep: Class 25 contains 15405 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 3926 members 
Mstep: Class 28 contains 15484 members 
Mstep: Class 29 contains 4056 members 
Mstep: Class 30 contains 156985 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 6037 members 
Mstep: Class 33 contains 95549 members 
Mstep: Class 34 contains 11238 members 
Mstep: Class 35 contains 29217 members 
Mstep: Class 36 contains 120038 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5079 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 63202 members 
Mstep: Class 41 contains 5186 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052880.000000 Penalty: 101845.984375
Iteration 132Q: 45 clusters Score -1.540529e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 71541 members 
Mstep: Class 4 contains 39697 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 7730 members 
Mstep: Class 7 contains 50502 members 
Mstep: Class 8 contains 168224 members 
Mstep: Class 9 contains 14448 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 32474 members 
Mstep: Class 12 contains 37880 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 32740 members 
Mstep: Class 16 contains 16823 members 
Mstep: Class 17 contains 20428 members 
Mstep: Class 18 contains 1291 members 
Mstep: Class 19 contains 82841 members 
Mstep: Class 20 contains 190076 members 
Mstep: Class 21 contains 114612 members 
Mstep: Class 22 contains 11629 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31966 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2248 members 
Mstep: Class 27 contains 3902 members 
Mstep: Class 28 contains 15491 members 
Mstep: Class 29 contains 4059 members 
Mstep: Class 30 contains 156955 members 
Mstep: Class 31 contains 9867 members 
Mstep: Class 32 contains 6037 members 
Mstep: Class 33 contains 95583 members 
Mstep: Class 34 contains 11238 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 120101 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5082 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 40 contains 63189 members 
Mstep: Class 41 contains 5185 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053168.000000 Penalty: 101845.984375
Iteration 133Q: 45 clusters Score -1.540532e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 71603 members 
Mstep: Class 4 contains 39700 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 50522 members 
Mstep: Class 8 contains 168223 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 32348 members 
Mstep: Class 12 contains 37877 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 32746 members 
Mstep: Class 16 contains 16824 members 
Mstep: Class 17 contains 20423 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 82845 members 
Mstep: Class 20 contains 190072 members 
Mstep: Class 21 contains 114637 members 
Mstep: Class 22 contains 11628 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31958 members 
Mstep: Class 25 contains 15413 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3880 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 156922 members 
Mstep: Class 31 contains 9856 members 
Mstep: Class 32 contains 6038 members 
Mstep: Class 33 contains 95607 members 
Mstep: Class 34 contains 11236 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 120166 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5084 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 63179 members 
Mstep: Class 41 contains 5188 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053280.000000 Penalty: 101845.984375
Iteration 134Q: 45 clusters Score -1.540533e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11057 members 
Mstep: Class 3 contains 71639 members 
Mstep: Class 4 contains 39706 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 7745 members 
Mstep: Class 7 contains 50538 members 
Mstep: Class 8 contains 168228 members 
Mstep: Class 9 contains 14464 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 32233 members 
Mstep: Class 12 contains 37874 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 32753 members 
Mstep: Class 16 contains 16825 members 
Mstep: Class 17 contains 20418 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 82860 members 
Mstep: Class 20 contains 190017 members 
Mstep: Class 21 contains 114678 members 
Mstep: Class 22 contains 11626 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 15500 members 
Mstep: Class 29 contains 4062 members 
Mstep: Class 30 contains 156896 members 
Mstep: Class 31 contains 9856 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 95653 members 
Mstep: Class 34 contains 11234 members 
Mstep: Class 35 contains 29218 members 
Mstep: Class 36 contains 120228 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1584 members 
Mstep: Class 40 contains 63161 members 
Mstep: Class 41 contains 5191 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053040.000000 Penalty: 101845.984375
Iteration 135Q: 45 clusters Score -1.54053e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 71688 members 
Mstep: Class 4 contains 39706 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 7748 members 
Mstep: Class 7 contains 50551 members 
Mstep: Class 8 contains 168233 members 
Mstep: Class 9 contains 14465 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 32137 members 
Mstep: Class 12 contains 37866 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 32758 members 
Mstep: Class 16 contains 16828 members 
Mstep: Class 17 contains 20412 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 82864 members 
Mstep: Class 20 contains 189957 members 
Mstep: Class 21 contains 114710 members 
Mstep: Class 22 contains 11624 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15414 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3844 members 
Mstep: Class 28 contains 15504 members 
Mstep: Class 29 contains 4064 members 
Mstep: Class 30 contains 156862 members 
Mstep: Class 31 contains 9854 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 95701 members 
Mstep: Class 34 contains 11237 members 
Mstep: Class 35 contains 29220 members 
Mstep: Class 36 contains 120285 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1582 members 
Mstep: Class 40 contains 63150 members 
Mstep: Class 41 contains 5193 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053168.000000 Penalty: 101845.984375
Iteration 136Q: 45 clusters Score -1.540532e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 11058 members 
Mstep: Class 3 contains 71728 members 
Mstep: Class 4 contains 39709 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7749 members 
Mstep: Class 7 contains 50560 members 
Mstep: Class 8 contains 168237 members 
Mstep: Class 9 contains 14469 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 32064 members 
Mstep: Class 12 contains 37860 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 10864 members 
Mstep: Class 15 contains 32765 members 
Mstep: Class 16 contains 16833 members 
Mstep: Class 17 contains 20405 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 82875 members 
Mstep: Class 20 contains 189874 members 
Mstep: Class 21 contains 114746 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31952 members 
Mstep: Class 25 contains 15415 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 15505 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156823 members 
Mstep: Class 31 contains 9857 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 95741 members 
Mstep: Class 34 contains 11239 members 
Mstep: Class 35 contains 29219 members 
Mstep: Class 36 contains 120333 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1580 members 
Mstep: Class 40 contains 63142 members 
Mstep: Class 41 contains 5197 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053168.000000 Penalty: 101845.984375
Iteration 137Q: 45 clusters Score -1.540532e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 71757 members 
Mstep: Class 4 contains 39715 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 7750 members 
Mstep: Class 7 contains 50566 members 
Mstep: Class 8 contains 168227 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31994 members 
Mstep: Class 12 contains 37865 members 
Mstep: Class 13 contains 7376 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 32773 members 
Mstep: Class 16 contains 16837 members 
Mstep: Class 17 contains 20398 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 82884 members 
Mstep: Class 20 contains 189769 members 
Mstep: Class 21 contains 114785 members 
Mstep: Class 22 contains 11623 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31949 members 
Mstep: Class 25 contains 15416 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 15508 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9857 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 95783 members 
Mstep: Class 34 contains 11237 members 
Mstep: Class 35 contains 29219 members 
Mstep: Class 36 contains 120409 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1578 members 
Mstep: Class 40 contains 63135 members 
Mstep: Class 41 contains 5200 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053200.000000 Penalty: 101845.984375
Iteration 138Q: 45 clusters Score -1.540532e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 71787 members 
Mstep: Class 4 contains 39716 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 7751 members 
Mstep: Class 7 contains 50572 members 
Mstep: Class 8 contains 168234 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31903 members 
Mstep: Class 12 contains 37861 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 32782 members 
Mstep: Class 16 contains 16842 members 
Mstep: Class 17 contains 20392 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 82879 members 
Mstep: Class 20 contains 189706 members 
Mstep: Class 21 contains 114819 members 
Mstep: Class 22 contains 11621 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15418 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 15513 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156778 members 
Mstep: Class 31 contains 9858 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 95814 members 
Mstep: Class 34 contains 11236 members 
Mstep: Class 35 contains 29220 members 
Mstep: Class 36 contains 120470 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1579 members 
Mstep: Class 40 contains 63131 members 
Mstep: Class 41 contains 5201 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053120.000000 Penalty: 101845.984375
Iteration 139Q: 45 clusters Score -1.540531e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 71815 members 
Mstep: Class 4 contains 39715 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 7752 members 
Mstep: Class 7 contains 50579 members 
Mstep: Class 8 contains 168254 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31834 members 
Mstep: Class 12 contains 37854 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 32800 members 
Mstep: Class 16 contains 16843 members 
Mstep: Class 17 contains 20389 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 19 contains 82868 members 
Mstep: Class 20 contains 189648 members 
Mstep: Class 21 contains 114859 members 
Mstep: Class 22 contains 11618 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31960 members 
Mstep: Class 25 contains 15422 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 3778 members 
Mstep: Class 28 contains 15515 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156767 members 
Mstep: Class 31 contains 9860 members 
Mstep: Class 32 contains 6046 members 
Mstep: Class 33 contains 95827 members 
Mstep: Class 34 contains 11239 members 
Mstep: Class 35 contains 29218 members 
Mstep: Class 36 contains 120516 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1578 members 
Mstep: Class 40 contains 63126 members 
Mstep: Class 41 contains 5203 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2563 members 
Mstep: Class 44 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053024.000000 Penalty: 101845.984375
Iteration 140F: 45 clusters Score -1.54053e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 71835 members 
Mstep: Class 4 contains 39709 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 50584 members 
Mstep: Class 8 contains 168284 members 
Mstep: Class 9 contains 14476 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 37849 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 32810 members 
Mstep: Class 16 contains 16848 members 
Mstep: Class 17 contains 20389 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 82863 members 
Mstep: Class 20 contains 189562 members 
Mstep: Class 21 contains 114890 members 
Mstep: Class 22 contains 11618 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31959 members 
Mstep: Class 25 contains 15428 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3761 members 
Mstep: Class 28 contains 15517 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156765 members 
Mstep: Class 31 contains 9861 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 95829 members 
Mstep: Class 34 contains 11240 members 
Mstep: Class 35 contains 29217 members 
Mstep: Class 36 contains 120575 members 
Mstep: Class 37 contains 3156 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1571 members 
Mstep: Class 40 contains 63126 members 
Mstep: Class 41 contains 5203 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2563 members 
Mstep: Class 44 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053504.000000 Penalty: 101845.984375
Iteration 141Q: 45 clusters Score -1.540535e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 71870 members 
Mstep: Class 4 contains 39709 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 50591 members 
Mstep: Class 8 contains 168290 members 
Mstep: Class 9 contains 14474 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31755 members 
Mstep: Class 12 contains 37845 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10915 members 
Mstep: Class 15 contains 32809 members 
Mstep: Class 16 contains 16848 members 
Mstep: Class 17 contains 20388 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 82864 members 
Mstep: Class 20 contains 189478 members 
Mstep: Class 21 contains 114924 members 
Mstep: Class 22 contains 11617 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31958 members 
Mstep: Class 25 contains 15428 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3735 members 
Mstep: Class 28 contains 15521 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156768 members 
Mstep: Class 31 contains 9863 members 
Mstep: Class 32 contains 6044 members 
Mstep: Class 33 contains 95831 members 
Mstep: Class 34 contains 11243 members 
Mstep: Class 35 contains 29216 members 
Mstep: Class 36 contains 120632 members 
Mstep: Class 37 contains 3153 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1570 members 
Mstep: Class 40 contains 63126 members 
Mstep: Class 41 contains 5205 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053328.000000 Penalty: 101845.984375
Iteration 142Q: 45 clusters Score -1.540533e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 71910 members 
Mstep: Class 4 contains 39716 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 50596 members 
Mstep: Class 8 contains 168284 members 
Mstep: Class 9 contains 14477 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31708 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 32813 members 
Mstep: Class 16 contains 16852 members 
Mstep: Class 17 contains 20385 members 
Mstep: Class 18 contains 1304 members 
Mstep: Class 19 contains 82871 members 
Mstep: Class 20 contains 189380 members 
Mstep: Class 21 contains 114950 members 
Mstep: Class 22 contains 11619 members 
Mstep: Class 23 contains 5522 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 15427 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 15524 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156774 members 
Mstep: Class 31 contains 9865 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 95845 members 
Mstep: Class 34 contains 11247 members 
Mstep: Class 35 contains 29214 members 
Mstep: Class 36 contains 120697 members 
Mstep: Class 37 contains 3154 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 63124 members 
Mstep: Class 41 contains 5206 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053488.000000 Penalty: 101845.984375
Iteration 143Q: 45 clusters Score -1.540535e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 71953 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 50600 members 
Mstep: Class 8 contains 168288 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31672 members 
Mstep: Class 12 contains 37831 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10929 members 
Mstep: Class 15 contains 32814 members 
Mstep: Class 16 contains 16848 members 
Mstep: Class 17 contains 20381 members 
Mstep: Class 18 contains 1304 members 
Mstep: Class 19 contains 82874 members 
Mstep: Class 20 contains 189282 members 
Mstep: Class 21 contains 114984 members 
Mstep: Class 22 contains 11618 members 
Mstep: Class 23 contains 5522 members 
Mstep: Class 24 contains 31952 members 
Mstep: Class 25 contains 15424 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3690 members 
Mstep: Class 28 contains 15526 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156790 members 
Mstep: Class 31 contains 9860 members 
Mstep: Class 32 contains 6044 members 
Mstep: Class 33 contains 95860 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 120753 members 
Mstep: Class 37 contains 3150 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 63117 members 
Mstep: Class 41 contains 5213 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053600.000000 Penalty: 101845.984375
Iteration 144Q: 45 clusters Score -1.540536e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 11058 members 
Mstep: Class 3 contains 71987 members 
Mstep: Class 4 contains 39719 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 50610 members 
Mstep: Class 8 contains 168293 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31612 members 
Mstep: Class 12 contains 37829 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10935 members 
Mstep: Class 15 contains 32818 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20380 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82880 members 
Mstep: Class 20 contains 189232 members 
Mstep: Class 21 contains 115010 members 
Mstep: Class 22 contains 11619 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15424 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3668 members 
Mstep: Class 28 contains 15528 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156797 members 
Mstep: Class 31 contains 9858 members 
Mstep: Class 32 contains 6047 members 
Mstep: Class 33 contains 95876 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 120796 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63115 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053424.000000 Penalty: 101845.984375
Iteration 145Q: 45 clusters Score -1.540534e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 11057 members 
Mstep: Class 3 contains 72009 members 
Mstep: Class 4 contains 39718 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 50615 members 
Mstep: Class 8 contains 168282 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 32829 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 20378 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82885 members 
Mstep: Class 20 contains 189187 members 
Mstep: Class 21 contains 115033 members 
Mstep: Class 22 contains 11620 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15423 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 15528 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156801 members 
Mstep: Class 31 contains 9853 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 95892 members 
Mstep: Class 34 contains 11247 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 120852 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63118 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053680.000000 Penalty: 101845.984375
Iteration 146Q: 45 clusters Score -1.540537e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11055 members 
Mstep: Class 3 contains 72018 members 
Mstep: Class 4 contains 39720 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 50622 members 
Mstep: Class 8 contains 168277 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31499 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10942 members 
Mstep: Class 15 contains 32835 members 
Mstep: Class 16 contains 16836 members 
Mstep: Class 17 contains 20374 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82888 members 
Mstep: Class 20 contains 189146 members 
Mstep: Class 21 contains 115051 members 
Mstep: Class 22 contains 11617 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31951 members 
Mstep: Class 25 contains 15424 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 15531 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156813 members 
Mstep: Class 31 contains 9849 members 
Mstep: Class 32 contains 6050 members 
Mstep: Class 33 contains 95923 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 120898 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63118 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053504.000000 Penalty: 101845.984375
Iteration 147Q: 45 clusters Score -1.540535e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 72044 members 
Mstep: Class 4 contains 39720 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 50625 members 
Mstep: Class 8 contains 168266 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31440 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 32842 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 20368 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82891 members 
Mstep: Class 20 contains 189123 members 
Mstep: Class 21 contains 115064 members 
Mstep: Class 22 contains 11617 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3608 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156825 members 
Mstep: Class 31 contains 9847 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 95953 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 120936 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63113 members 
Mstep: Class 41 contains 5214 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053696.000000 Penalty: 101845.984375
Iteration 148Q: 45 clusters Score -1.540537e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 72053 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 50629 members 
Mstep: Class 8 contains 168260 members 
Mstep: Class 9 contains 14486 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31378 members 
Mstep: Class 12 contains 37831 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 32853 members 
Mstep: Class 16 contains 16828 members 
Mstep: Class 17 contains 20368 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82894 members 
Mstep: Class 20 contains 189104 members 
Mstep: Class 21 contains 115082 members 
Mstep: Class 22 contains 11612 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31947 members 
Mstep: Class 25 contains 15422 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3596 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156836 members 
Mstep: Class 31 contains 9841 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 95981 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 120972 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63105 members 
Mstep: Class 41 contains 5213 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053600.000000 Penalty: 101845.984375
Iteration 149Q: 45 clusters Score -1.540536e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11049 members 
Mstep: Class 3 contains 72068 members 
Mstep: Class 4 contains 39720 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 7758 members 
Mstep: Class 7 contains 50633 members 
Mstep: Class 8 contains 168281 members 
Mstep: Class 9 contains 14491 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31332 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 32862 members 
Mstep: Class 16 contains 16826 members 
Mstep: Class 17 contains 20367 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82894 members 
Mstep: Class 20 contains 189055 members 
Mstep: Class 21 contains 115099 members 
Mstep: Class 22 contains 11610 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31946 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3580 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156827 members 
Mstep: Class 31 contains 9842 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 95999 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29197 members 
Mstep: Class 36 contains 121009 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63110 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053904.000000 Penalty: 101845.984375
Iteration 150Q: 45 clusters Score -1.540539e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11048 members 
Mstep: Class 3 contains 72073 members 
Mstep: Class 4 contains 39710 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50638 members 
Mstep: Class 8 contains 168289 members 
Mstep: Class 9 contains 14491 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31279 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10948 members 
Mstep: Class 15 contains 32866 members 
Mstep: Class 16 contains 16827 members 
Mstep: Class 17 contains 20366 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82891 members 
Mstep: Class 20 contains 189035 members 
Mstep: Class 21 contains 115115 members 
Mstep: Class 22 contains 11612 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 15535 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 156814 members 
Mstep: Class 31 contains 9839 members 
Mstep: Class 32 contains 6050 members 
Mstep: Class 33 contains 96010 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29195 members 
Mstep: Class 36 contains 121052 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 63122 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2564 members 
Mstep: Class 44 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053904.000000 Penalty: 101845.984375
Iteration 151Q: 45 clusters Score -1.540539e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11047 members 
Mstep: Class 3 contains 72076 members 
Mstep: Class 4 contains 39711 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50640 members 
Mstep: Class 8 contains 168301 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 31229 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10949 members 
Mstep: Class 15 contains 32866 members 
Mstep: Class 16 contains 16827 members 
Mstep: Class 17 contains 20363 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82893 members 
Mstep: Class 20 contains 189037 members 
Mstep: Class 21 contains 115124 members 
Mstep: Class 22 contains 11611 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3556 members 
Mstep: Class 28 contains 15535 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 156805 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 6050 members 
Mstep: Class 33 contains 96018 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29195 members 
Mstep: Class 36 contains 121084 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1568 members 
Mstep: Class 40 contains 63122 members 
Mstep: Class 41 contains 5218 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053712.000000 Penalty: 101845.984375
Iteration 152Q: 45 clusters Score -1.540537e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11047 members 
Mstep: Class 3 contains 72076 members 
Mstep: Class 4 contains 39703 members 
Mstep: Class 5 contains 5807 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50641 members 
Mstep: Class 8 contains 168323 members 
Mstep: Class 9 contains 14497 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 31181 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 32871 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 20358 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82898 members 
Mstep: Class 20 contains 189028 members 
Mstep: Class 21 contains 115125 members 
Mstep: Class 22 contains 11610 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156790 members 
Mstep: Class 31 contains 9839 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96028 members 
Mstep: Class 34 contains 11255 members 
Mstep: Class 35 contains 29195 members 
Mstep: Class 36 contains 121117 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63122 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053760.000000 Penalty: 101845.984375
Iteration 153Q: 45 clusters Score -1.540538e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11047 members 
Mstep: Class 3 contains 72083 members 
Mstep: Class 4 contains 39698 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50643 members 
Mstep: Class 8 contains 168332 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 31133 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 32870 members 
Mstep: Class 16 contains 16832 members 
Mstep: Class 17 contains 20357 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82903 members 
Mstep: Class 20 contains 189000 members 
Mstep: Class 21 contains 115140 members 
Mstep: Class 22 contains 11608 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31942 members 
Mstep: Class 25 contains 15419 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156786 members 
Mstep: Class 31 contains 9843 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96029 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29194 members 
Mstep: Class 36 contains 121158 members 
Mstep: Class 37 contains 3147 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 63124 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053872.000000 Penalty: 101845.984375
Iteration 154Q: 45 clusters Score -1.540539e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11045 members 
Mstep: Class 3 contains 72098 members 
Mstep: Class 4 contains 39694 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50645 members 
Mstep: Class 8 contains 168329 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 31086 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 32878 members 
Mstep: Class 16 contains 16832 members 
Mstep: Class 17 contains 20355 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82907 members 
Mstep: Class 20 contains 188973 members 
Mstep: Class 21 contains 115150 members 
Mstep: Class 22 contains 11609 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15420 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156794 members 
Mstep: Class 31 contains 9840 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96036 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29194 members 
Mstep: Class 36 contains 121193 members 
Mstep: Class 37 contains 3146 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 63122 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053648.000000 Penalty: 101845.984375
Iteration 155Q: 45 clusters Score -1.540536e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 11041 members 
Mstep: Class 3 contains 72113 members 
Mstep: Class 4 contains 39689 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50653 members 
Mstep: Class 8 contains 168332 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 31051 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10959 members 
Mstep: Class 15 contains 32883 members 
Mstep: Class 16 contains 16831 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82913 members 
Mstep: Class 20 contains 188950 members 
Mstep: Class 21 contains 115150 members 
Mstep: Class 22 contains 11610 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15420 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 15531 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156790 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96044 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29195 members 
Mstep: Class 36 contains 121218 members 
Mstep: Class 37 contains 3145 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 63119 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053728.000000 Penalty: 101845.984375
Iteration 156Q: 45 clusters Score -1.540537e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11038 members 
Mstep: Class 3 contains 72121 members 
Mstep: Class 4 contains 39690 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50658 members 
Mstep: Class 8 contains 168338 members 
Mstep: Class 9 contains 14503 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 31014 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 32883 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82912 members 
Mstep: Class 20 contains 188936 members 
Mstep: Class 21 contains 115146 members 
Mstep: Class 22 contains 11610 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15414 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3547 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156797 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96046 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 29194 members 
Mstep: Class 36 contains 121245 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 63120 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053776.000000 Penalty: 101845.984375
Iteration 157Q: 45 clusters Score -1.540538e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 72128 members 
Mstep: Class 4 contains 39687 members 
Mstep: Class 5 contains 5823 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50659 members 
Mstep: Class 8 contains 168347 members 
Mstep: Class 9 contains 14503 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 32886 members 
Mstep: Class 16 contains 16839 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188922 members 
Mstep: Class 21 contains 115140 members 
Mstep: Class 22 contains 11609 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 2246 members 
Mstep: Class 27 contains 3546 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156794 members 
Mstep: Class 31 contains 9834 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96048 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 29195 members 
Mstep: Class 36 contains 121281 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 63120 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053760.000000 Penalty: 101845.984375
Iteration 158Q: 45 clusters Score -1.540538e+08 nChanged 194
Entering ConstructFrom: 
Score: -154053760.000000 Penalty: 101845.984375
Entering ConstructFrom: 
Trying to split cluster 1 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -982818.375000 Penalty: 1490.029907
	Iteration 0F: 2 clusters Score -982818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -975899.625000 Penalty: 2980.059814
	Iteration 0F: 3 clusters Score -975899.6 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -978296.062500 Penalty: 2980.059814
	Iteration 1F: 3 clusters Score -978296.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -978635.750000 Penalty: 2980.059814
	Iteration 2F: 3 clusters Score -978635.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -978962.500000 Penalty: 2980.059814
	Iteration 3F: 3 clusters Score -978962.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -979251.750000 Penalty: 2980.059814
	Iteration 4F: 3 clusters Score -979251.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -979543.312500 Penalty: 2980.059814
	Iteration 5F: 3 clusters Score -979543.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -979824.687500 Penalty: 2980.059814
	Iteration 6Q: 3 clusters Score -979824.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -980067.375000 Penalty: 2980.059814
	Iteration 7Q: 3 clusters Score -980067.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -980303.687500 Penalty: 2980.059814
	Iteration 8Q: 3 clusters Score -980303.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -980493.625000 Penalty: 2980.059814
	Iteration 9Q: 3 clusters Score -980493.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -980646.500000 Penalty: 2980.059814
	Iteration 10Q: 3 clusters Score -980646.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -980761.750000 Penalty: 2980.059814
	Iteration 11Q: 3 clusters Score -980761.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -980858.000000 Penalty: 2980.059814
	Iteration 12Q: 3 clusters Score -980858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -980933.937500 Penalty: 2980.059814
	Iteration 13Q: 3 clusters Score -980933.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -981008.625000 Penalty: 2980.059814
	Iteration 14Q: 3 clusters Score -981008.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -981063.000000 Penalty: 2980.059814
	Iteration 15Q: 3 clusters Score -981063 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -981117.500000 Penalty: 2980.059814
	Iteration 16Q: 3 clusters Score -981117.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -981154.375000 Penalty: 2980.059814
	Iteration 17Q: 3 clusters Score -981154.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -981196.500000 Penalty: 2980.059814
	Iteration 18Q: 3 clusters Score -981196.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -981243.375000 Penalty: 2980.059814
	Iteration 19Q: 3 clusters Score -981243.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -981281.937500 Penalty: 2980.059814
	Iteration 20F: 3 clusters Score -981281.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -981325.375000 Penalty: 2980.059814
	Iteration 21Q: 3 clusters Score -981325.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -981358.937500 Penalty: 2980.059814
	Iteration 22Q: 3 clusters Score -981358.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -981383.000000 Penalty: 2980.059814
	Iteration 23Q: 3 clusters Score -981383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -981403.750000 Penalty: 2980.059814
	Iteration 24Q: 3 clusters Score -981403.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -981428.500000 Penalty: 2980.059814
	Iteration 25Q: 3 clusters Score -981428.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -981447.375000 Penalty: 2980.059814
	Iteration 26Q: 3 clusters Score -981447.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -981471.125000 Penalty: 2980.059814
	Iteration 27Q: 3 clusters Score -981471.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -981498.875000 Penalty: 2980.059814
	Iteration 28Q: 3 clusters Score -981498.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -981528.250000 Penalty: 2980.059814
	Iteration 29Q: 3 clusters Score -981528.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -981547.937500 Penalty: 2980.059814
	Iteration 30Q: 3 clusters Score -981547.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -981560.687500 Penalty: 2980.059814
	Iteration 31Q: 3 clusters Score -981560.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -981570.312500 Penalty: 2980.059814
	Iteration 32Q: 3 clusters Score -981570.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -981579.250000 Penalty: 2980.059814
	Iteration 33Q: 3 clusters Score -981579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -981583.000000 Penalty: 2980.059814
	Iteration 34Q: 3 clusters Score -981583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -981587.500000 Penalty: 2980.059814
	Iteration 35Q: 3 clusters Score -981587.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -981591.687500 Penalty: 2980.059814
	Iteration 36Q: 3 clusters Score -981591.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -981593.750000 Penalty: 2980.059814
	Iteration 37Q: 3 clusters Score -981593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -981597.375000 Penalty: 2980.059814
	Iteration 38Q: 3 clusters Score -981597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -981599.375000 Penalty: 2980.059814
	Iteration 39Q: 3 clusters Score -981599.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -981601.250000 Penalty: 2980.059814
	Iteration 40F: 3 clusters Score -981601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -981605.250000 Penalty: 2980.059814
	Iteration 41Q: 3 clusters Score -981605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -981609.250000 Penalty: 2980.059814
	Iteration 42Q: 3 clusters Score -981609.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -981614.625000 Penalty: 2980.059814
	Iteration 43Q: 3 clusters Score -981614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -981617.000000 Penalty: 2980.059814
	Iteration 44Q: 3 clusters Score -981617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -981626.812500 Penalty: 2980.059814
	Iteration 45Q: 3 clusters Score -981626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -981636.250000 Penalty: 2980.059814
	Iteration 46Q: 3 clusters Score -981636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -981643.125000 Penalty: 2980.059814
	Iteration 47Q: 3 clusters Score -981643.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -981651.437500 Penalty: 2980.059814
	Iteration 48Q: 3 clusters Score -981651.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -981657.812500 Penalty: 2980.059814
	Iteration 49Q: 3 clusters Score -981657.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -981666.125000 Penalty: 2980.059814
	Iteration 50Q: 3 clusters Score -981666.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -981681.875000 Penalty: 2980.059814
	Iteration 51Q: 3 clusters Score -981681.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -981693.000000 Penalty: 2980.059814
	Iteration 52Q: 3 clusters Score -981693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -981701.812500 Penalty: 2980.059814
	Iteration 53Q: 3 clusters Score -981701.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -981708.187500 Penalty: 2980.059814
	Iteration 54Q: 3 clusters Score -981708.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -981713.437500 Penalty: 2980.059814
	Iteration 55Q: 3 clusters Score -981713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -981716.375000 Penalty: 2980.059814
	Iteration 56Q: 3 clusters Score -981716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -981721.562500 Penalty: 2980.059814
	Iteration 57Q: 3 clusters Score -981721.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -981724.875000 Penalty: 2980.059814
	Iteration 58Q: 3 clusters Score -981724.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -981729.000000 Penalty: 2980.059814
	Iteration 59Q: 3 clusters Score -981729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -981730.812500 Penalty: 2980.059814
	Iteration 60F: 3 clusters Score -981730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -981733.687500 Penalty: 2980.059814
	Iteration 61Q: 3 clusters Score -981733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -981734.875000 Penalty: 2980.059814
	Iteration 62Q: 3 clusters Score -981734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -981735.750000 Penalty: 2980.059814
	Iteration 63Q: 3 clusters Score -981735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -981736.437500 Penalty: 2980.059814
	Iteration 64Q: 3 clusters Score -981736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -981736.437500 Penalty: 2980.059814
	Iteration 65F: 3 clusters Score -981736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1152473.625000 Penalty: 1512.713867
	Iteration 0F: 2 clusters Score -1152474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1144619.875000 Penalty: 3025.427734
	Iteration 0F: 3 clusters Score -1144620 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1147229.500000 Penalty: 3025.427734
	Iteration 1F: 3 clusters Score -1147230 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1147605.625000 Penalty: 3025.427734
	Iteration 2F: 3 clusters Score -1147606 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1148033.000000 Penalty: 3025.427734
	Iteration 3F: 3 clusters Score -1148033 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1148534.500000 Penalty: 3025.427734
	Iteration 4F: 3 clusters Score -1148534 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1149169.000000 Penalty: 3025.427734
	Iteration 5F: 3 clusters Score -1149169 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1149840.375000 Penalty: 3025.427734
	Iteration 6F: 3 clusters Score -1149840 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1150409.875000 Penalty: 3025.427734
	Iteration 7F: 3 clusters Score -1150410 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1150845.500000 Penalty: 3025.427734
	Iteration 8F: 3 clusters Score -1150846 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1151103.625000 Penalty: 3025.427734
	Iteration 9Q: 3 clusters Score -1151104 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1151271.875000 Penalty: 3025.427734
	Iteration 10Q: 3 clusters Score -1151272 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1151441.500000 Penalty: 3025.427734
	Iteration 11Q: 3 clusters Score -1151442 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1151559.875000 Penalty: 3025.427734
	Iteration 12Q: 3 clusters Score -1151560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1151648.375000 Penalty: 3025.427734
	Iteration 13Q: 3 clusters Score -1151648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1151721.750000 Penalty: 3025.427734
	Iteration 14Q: 3 clusters Score -1151722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1151797.750000 Penalty: 3025.427734
	Iteration 15Q: 3 clusters Score -1151798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1151873.500000 Penalty: 3025.427734
	Iteration 16Q: 3 clusters Score -1151874 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1151972.625000 Penalty: 3025.427734
	Iteration 17Q: 3 clusters Score -1151973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1152082.375000 Penalty: 3025.427734
	Iteration 18Q: 3 clusters Score -1152082 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1152181.875000 Penalty: 3025.427734
	Iteration 19Q: 3 clusters Score -1152182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1152273.500000 Penalty: 3025.427734
	Iteration 20F: 3 clusters Score -1152274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1152359.000000 Penalty: 3025.427734
	Iteration 21Q: 3 clusters Score -1152359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1152415.000000 Penalty: 3025.427734
	Iteration 22Q: 3 clusters Score -1152415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1152454.625000 Penalty: 3025.427734
	Iteration 23Q: 3 clusters Score -1152455 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1152477.625000 Penalty: 3025.427734
	Iteration 24Q: 3 clusters Score -1152478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1152489.875000 Penalty: 3025.427734
	Iteration 25Q: 3 clusters Score -1152490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1152501.375000 Penalty: 3025.427734
	Iteration 26Q: 3 clusters Score -1152501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1152512.125000 Penalty: 3025.427734
	Iteration 27Q: 3 clusters Score -1152512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1152519.750000 Penalty: 3025.427734
	Iteration 28Q: 3 clusters Score -1152520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1152524.500000 Penalty: 3025.427734
	Iteration 29Q: 3 clusters Score -1152524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1152528.125000 Penalty: 3025.427734
	Iteration 30Q: 3 clusters Score -1152528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1152532.750000 Penalty: 3025.427734
	Iteration 31Q: 3 clusters Score -1152533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1152530.250000 Penalty: 3025.427734
	Iteration 32Q: 3 clusters Score -1152530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1152531.375000 Penalty: 3025.427734
	Iteration 33Q: 3 clusters Score -1152531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1152532.125000 Penalty: 3025.427734
	Iteration 34Q: 3 clusters Score -1152532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1152531.500000 Penalty: 3025.427734
	Iteration 35Q: 3 clusters Score -1152532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1152534.875000 Penalty: 3025.427734
	Iteration 36Q: 3 clusters Score -1152535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1152536.750000 Penalty: 3025.427734
	Iteration 37Q: 3 clusters Score -1152537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1152538.375000 Penalty: 3025.427734
	Iteration 38Q: 3 clusters Score -1152538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1152536.875000 Penalty: 3025.427734
	Iteration 39Q: 3 clusters Score -1152537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1152537.250000 Penalty: 3025.427734
	Iteration 40F: 3 clusters Score -1152537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1152539.375000 Penalty: 3025.427734
	Iteration 41Q: 3 clusters Score -1152539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1152538.875000 Penalty: 3025.427734
	Iteration 42Q: 3 clusters Score -1152539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1152538.375000 Penalty: 3025.427734
	Iteration 43Q: 3 clusters Score -1152538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1152539.000000 Penalty: 3025.427734
	Iteration 44Q: 3 clusters Score -1152539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1152545.500000 Penalty: 3025.427734
	Iteration 45Q: 3 clusters Score -1152546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1152543.750000 Penalty: 3025.427734
	Iteration 46Q: 3 clusters Score -1152544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1152548.125000 Penalty: 3025.427734
	Iteration 47Q: 3 clusters Score -1152548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1152549.625000 Penalty: 3025.427734
	Iteration 48Q: 3 clusters Score -1152550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1152549.500000 Penalty: 3025.427734
	Iteration 49Q: 3 clusters Score -1152550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1152552.125000 Penalty: 3025.427734
	Iteration 50Q: 3 clusters Score -1152552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1152554.875000 Penalty: 3025.427734
	Iteration 51Q: 3 clusters Score -1152555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1152554.375000 Penalty: 3025.427734
	Iteration 52Q: 3 clusters Score -1152554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1152556.875000 Penalty: 3025.427734
	Iteration 53Q: 3 clusters Score -1152557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1152560.125000 Penalty: 3025.427734
	Iteration 54Q: 3 clusters Score -1152560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1152560.375000 Penalty: 3025.427734
	Iteration 55Q: 3 clusters Score -1152560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1152560.875000 Penalty: 3025.427734
	Iteration 56Q: 3 clusters Score -1152561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1152559.875000 Penalty: 3025.427734
	Iteration 57Q: 3 clusters Score -1152560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1152560.250000 Penalty: 3025.427734
	Iteration 58Q: 3 clusters Score -1152560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1152562.250000 Penalty: 3025.427734
	Iteration 59Q: 3 clusters Score -1152562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1152562.250000 Penalty: 3025.427734
	Iteration 60F: 3 clusters Score -1152562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Mstep: Class 45 contains 6844 members 
Entering Unmasked Estep 
Score: -154053216.000000 Penalty: 104160.664062
Splitting cluster 2 changes total score from -154053760.000000 to -154053216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (72133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Entering Unmasked Estep 
Score: -7556857.000000 Penalty: 1817.768311
	Iteration 0F: 2 clusters Score -7556857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -7508679.000000 Penalty: 3635.536621
	Iteration 0F: 3 clusters Score -7508679 nChanged 34212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7529030.000000 Penalty: 3635.536621
	Iteration 1F: 3 clusters Score -7529030 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -7530404.500000 Penalty: 3635.536621
	Iteration 2Q: 3 clusters Score -7530404 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -7532727.500000 Penalty: 3635.536621
	Iteration 3F: 3 clusters Score -7532728 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -7536339.000000 Penalty: 3635.536621
	Iteration 4F: 3 clusters Score -7536339 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -7541466.500000 Penalty: 3635.536621
	Iteration 5F: 3 clusters Score -7541466 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -7546773.500000 Penalty: 3635.536621
	Iteration 6F: 3 clusters Score -7546774 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -7550556.500000 Penalty: 3635.536621
	Iteration 7F: 3 clusters Score -7550556 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -7552871.500000 Penalty: 3635.536621
	Iteration 8Q: 3 clusters Score -7552872 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -7554037.000000 Penalty: 3635.536621
	Iteration 9Q: 3 clusters Score -7554037 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -7554594.500000 Penalty: 3635.536621
	Iteration 10Q: 3 clusters Score -7554594 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -7554901.000000 Penalty: 3635.536621
	Iteration 11Q: 3 clusters Score -7554901 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -7555097.500000 Penalty: 3635.536621
	Iteration 12Q: 3 clusters Score -7555098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -7555251.500000 Penalty: 3635.536621
	Iteration 13Q: 3 clusters Score -7555252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -7555362.500000 Penalty: 3635.536621
	Iteration 14Q: 3 clusters Score -7555362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -7555439.500000 Penalty: 3635.536621
	Iteration 15Q: 3 clusters Score -7555440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -7555502.500000 Penalty: 3635.536621
	Iteration 16Q: 3 clusters Score -7555502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -7555534.000000 Penalty: 3635.536621
	Iteration 17Q: 3 clusters Score -7555534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -7555560.500000 Penalty: 3635.536621
	Iteration 18Q: 3 clusters Score -7555560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -7555600.000000 Penalty: 3635.536621
	Iteration 19Q: 3 clusters Score -7555600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -7555615.000000 Penalty: 3635.536621
	Iteration 20F: 3 clusters Score -7555615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -7555621.000000 Penalty: 3635.536621
	Iteration 21Q: 3 clusters Score -7555621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -7555629.500000 Penalty: 3635.536621
	Iteration 22Q: 3 clusters Score -7555630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -7555632.500000 Penalty: 3635.536621
	Iteration 23Q: 3 clusters Score -7555632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -7555635.000000 Penalty: 3635.536621
	Iteration 24Q: 3 clusters Score -7555635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -7555643.000000 Penalty: 3635.536621
	Iteration 25Q: 3 clusters Score -7555643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -7555646.500000 Penalty: 3635.536621
	Iteration 26Q: 3 clusters Score -7555646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -7555650.000000 Penalty: 3635.536621
	Iteration 27Q: 3 clusters Score -7555650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -7555648.500000 Penalty: 3635.536621
	Iteration 28Q: 3 clusters Score -7555648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -7555665.500000 Penalty: 3635.536621
	Iteration 29Q: 3 clusters Score -7555666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -7555664.000000 Penalty: 3635.536621
	Iteration 30Q: 3 clusters Score -7555664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -7555652.500000 Penalty: 3635.536621
	Iteration 31Q: 3 clusters Score -7555652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -7555665.000000 Penalty: 3635.536621
	Iteration 32Q: 3 clusters Score -7555665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -7555659.500000 Penalty: 3635.536621
	Iteration 33Q: 3 clusters Score -7555660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -7555659.500000 Penalty: 3635.536621
	Iteration 34F: 3 clusters Score -7555660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Entering Unmasked Estep 
Score: -4027029.500000 Penalty: 1720.668457
	Iteration 0F: 2 clusters Score -4027030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4000512.750000 Penalty: 3441.336914
	Iteration 0F: 3 clusters Score -4000513 nChanged 18370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4011129.500000 Penalty: 3441.336914
	Iteration 1F: 3 clusters Score -4011130 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4011875.750000 Penalty: 3441.336914
	Iteration 2Q: 3 clusters Score -4011876 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4012991.500000 Penalty: 3441.336914
	Iteration 3F: 3 clusters Score -4012992 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4014410.750000 Penalty: 3441.336914
	Iteration 4F: 3 clusters Score -4014411 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4016328.250000 Penalty: 3441.336914
	Iteration 5F: 3 clusters Score -4016328 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4018407.250000 Penalty: 3441.336914
	Iteration 6F: 3 clusters Score -4018407 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4020408.000000 Penalty: 3441.336914
	Iteration 7F: 3 clusters Score -4020408 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4022171.250000 Penalty: 3441.336914
	Iteration 8F: 3 clusters Score -4022171 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4023534.000000 Penalty: 3441.336914
	Iteration 9Q: 3 clusters Score -4023534 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -4024484.250000 Penalty: 3441.336914
	Iteration 10Q: 3 clusters Score -4024484 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4025079.000000 Penalty: 3441.336914
	Iteration 11Q: 3 clusters Score -4025079 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4025471.000000 Penalty: 3441.336914
	Iteration 12Q: 3 clusters Score -4025471 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -4025712.000000 Penalty: 3441.336914
	Iteration 13Q: 3 clusters Score -4025712 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4025906.250000 Penalty: 3441.336914
	Iteration 14Q: 3 clusters Score -4025906 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4026012.000000 Penalty: 3441.336914
	Iteration 15Q: 3 clusters Score -4026012 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4026087.500000 Penalty: 3441.336914
	Iteration 16Q: 3 clusters Score -4026088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4026121.500000 Penalty: 3441.336914
	Iteration 17Q: 3 clusters Score -4026122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4026153.000000 Penalty: 3441.336914
	Iteration 18Q: 3 clusters Score -4026153 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4026189.000000 Penalty: 3441.336914
	Iteration 19Q: 3 clusters Score -4026189 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4026215.250000 Penalty: 3441.336914
	Iteration 20F: 3 clusters Score -4026215 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4026231.250000 Penalty: 3441.336914
	Iteration 21Q: 3 clusters Score -4026231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -4026262.250000 Penalty: 3441.336914
	Iteration 22Q: 3 clusters Score -4026262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4026274.750000 Penalty: 3441.336914
	Iteration 23Q: 3 clusters Score -4026275 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4026291.750000 Penalty: 3441.336914
	Iteration 24Q: 3 clusters Score -4026292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4026312.000000 Penalty: 3441.336914
	Iteration 25Q: 3 clusters Score -4026312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4026338.000000 Penalty: 3441.336914
	Iteration 26Q: 3 clusters Score -4026338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4026359.000000 Penalty: 3441.336914
	Iteration 27Q: 3 clusters Score -4026359 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4026393.750000 Penalty: 3441.336914
	Iteration 28Q: 3 clusters Score -4026394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4026422.750000 Penalty: 3441.336914
	Iteration 29Q: 3 clusters Score -4026423 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4026434.000000 Penalty: 3441.336914
	Iteration 30Q: 3 clusters Score -4026434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4026444.250000 Penalty: 3441.336914
	Iteration 31Q: 3 clusters Score -4026444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4026441.750000 Penalty: 3441.336914
	Iteration 32Q: 3 clusters Score -4026442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4026461.250000 Penalty: 3441.336914
	Iteration 33Q: 3 clusters Score -4026461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4026477.000000 Penalty: 3441.336914
	Iteration 34Q: 3 clusters Score -4026477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4026486.250000 Penalty: 3441.336914
	Iteration 35Q: 3 clusters Score -4026486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4026505.250000 Penalty: 3441.336914
	Iteration 36Q: 3 clusters Score -4026505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4026518.500000 Penalty: 3441.336914
	Iteration 37Q: 3 clusters Score -4026518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4026542.750000 Penalty: 3441.336914
	Iteration 38Q: 3 clusters Score -4026543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4026570.750000 Penalty: 3441.336914
	Iteration 39Q: 3 clusters Score -4026571 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4026589.750000 Penalty: 3441.336914
	Iteration 40F: 3 clusters Score -4026590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4026593.250000 Penalty: 3441.336914
	Iteration 41Q: 3 clusters Score -4026593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4026604.000000 Penalty: 3441.336914
	Iteration 42Q: 3 clusters Score -4026604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4026617.750000 Penalty: 3441.336914
	Iteration 43Q: 3 clusters Score -4026618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4026630.750000 Penalty: 3441.336914
	Iteration 44Q: 3 clusters Score -4026631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4026648.250000 Penalty: 3441.336914
	Iteration 45Q: 3 clusters Score -4026648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4026660.000000 Penalty: 3441.336914
	Iteration 46Q: 3 clusters Score -4026660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4026669.000000 Penalty: 3441.336914
	Iteration 47Q: 3 clusters Score -4026669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4026669.250000 Penalty: 3441.336914
	Iteration 48Q: 3 clusters Score -4026669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4026677.250000 Penalty: 3441.336914
	Iteration 49Q: 3 clusters Score -4026677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4026686.250000 Penalty: 3441.336914
	Iteration 50Q: 3 clusters Score -4026686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4026699.750000 Penalty: 3441.336914
	Iteration 51Q: 3 clusters Score -4026700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4026707.500000 Penalty: 3441.336914
	Iteration 52Q: 3 clusters Score -4026708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4026716.250000 Penalty: 3441.336914
	Iteration 53Q: 3 clusters Score -4026716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4026732.250000 Penalty: 3441.336914
	Iteration 54Q: 3 clusters Score -4026732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4026745.500000 Penalty: 3441.336914
	Iteration 55Q: 3 clusters Score -4026746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4026761.500000 Penalty: 3441.336914
	Iteration 56Q: 3 clusters Score -4026762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -4026757.750000 Penalty: 3441.336914
	Iteration 57Q: 3 clusters Score -4026758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4026770.500000 Penalty: 3441.336914
	Iteration 58Q: 3 clusters Score -4026770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4026768.750000 Penalty: 3441.336914
	Iteration 59Q: 3 clusters Score -4026769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4026769.000000 Penalty: 3441.336914
	Iteration 60F: 3 clusters Score -4026769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4026770.250000 Penalty: 3441.336914
	Iteration 61Q: 3 clusters Score -4026770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4026765.750000 Penalty: 3441.336914
	Iteration 62Q: 3 clusters Score -4026766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4026764.750000 Penalty: 3441.336914
	Iteration 63Q: 3 clusters Score -4026765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4026769.750000 Penalty: 3441.336914
	Iteration 64Q: 3 clusters Score -4026770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4026774.250000 Penalty: 3441.336914
	Iteration 65Q: 3 clusters Score -4026774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4026773.750000 Penalty: 3441.336914
	Iteration 66Q: 3 clusters Score -4026774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4026777.500000 Penalty: 3441.336914
	Iteration 67Q: 3 clusters Score -4026778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4026783.000000 Penalty: 3441.336914
	Iteration 68Q: 3 clusters Score -4026783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4026779.250000 Penalty: 3441.336914
	Iteration 69Q: 3 clusters Score -4026779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4026778.000000 Penalty: 3441.336914
	Iteration 70Q: 3 clusters Score -4026778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4026785.500000 Penalty: 3441.336914
	Iteration 71Q: 3 clusters Score -4026786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4026782.500000 Penalty: 3441.336914
	Iteration 72Q: 3 clusters Score -4026782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4026775.500000 Penalty: 3441.336914
	Iteration 73Q: 3 clusters Score -4026776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4026780.000000 Penalty: 3441.336914
	Iteration 74Q: 3 clusters Score -4026780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4026776.500000 Penalty: 3441.336914
	Iteration 75Q: 3 clusters Score -4026776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4026776.250000 Penalty: 3441.336914
	Iteration 76Q: 3 clusters Score -4026776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4026776.500000 Penalty: 3441.336914
	Iteration 77Q: 3 clusters Score -4026776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4026778.500000 Penalty: 3441.336914
	Iteration 78Q: 3 clusters Score -4026778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4026778.250000 Penalty: 3441.336914
	Iteration 79Q: 3 clusters Score -4026778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4026779.250000 Penalty: 3441.336914
	Iteration 80F: 3 clusters Score -4026779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4026775.250000 Penalty: 3441.336914
	Iteration 81Q: 3 clusters Score -4026775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4026774.500000 Penalty: 3441.336914
	Iteration 82Q: 3 clusters Score -4026774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4026777.500000 Penalty: 3441.336914
	Iteration 83Q: 3 clusters Score -4026778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4026778.750000 Penalty: 3441.336914
	Iteration 84Q: 3 clusters Score -4026779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4026782.500000 Penalty: 3441.336914
	Iteration 85Q: 3 clusters Score -4026782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4026781.000000 Penalty: 3441.336914
	Iteration 86Q: 3 clusters Score -4026781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4026779.500000 Penalty: 3441.336914
	Iteration 87Q: 3 clusters Score -4026780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4026781.250000 Penalty: 3441.336914
	Iteration 88Q: 3 clusters Score -4026781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4026778.000000 Penalty: 3441.336914
	Iteration 89Q: 3 clusters Score -4026778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4026776.750000 Penalty: 3441.336914
	Iteration 90Q: 3 clusters Score -4026777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4026778.250000 Penalty: 3441.336914
	Iteration 91Q: 3 clusters Score -4026778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4026781.500000 Penalty: 3441.336914
	Iteration 92Q: 3 clusters Score -4026782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4026779.250000 Penalty: 3441.336914
	Iteration 93Q: 3 clusters Score -4026779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -4026778.250000 Penalty: 3441.336914
	Iteration 94Q: 3 clusters Score -4026778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4026782.500000 Penalty: 3441.336914
	Iteration 95Q: 3 clusters Score -4026782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4026783.500000 Penalty: 3441.336914
	Iteration 96Q: 3 clusters Score -4026784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4026782.000000 Penalty: 3441.336914
	Iteration 97Q: 3 clusters Score -4026782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4026786.250000 Penalty: 3441.336914
	Iteration 98Q: 3 clusters Score -4026786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4026786.000000 Penalty: 3441.336914
	Iteration 99Q: 3 clusters Score -4026786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4026787.000000 Penalty: 3441.336914
	Iteration 100F: 3 clusters Score -4026787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -550756.812500 Penalty: 1408.749512
	Iteration 0F: 2 clusters Score -550756.8 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 2916 members 
Entering Unmasked Estep 
Score: -546250.687500 Penalty: 2817.499023
	Iteration 0F: 3 clusters Score -546250.7 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -547730.937500 Penalty: 2817.499023
	Iteration 1F: 3 clusters Score -547730.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -547983.125000 Penalty: 2817.499023
	Iteration 2F: 3 clusters Score -547983.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -548171.125000 Penalty: 2817.499023
	Iteration 3F: 3 clusters Score -548171.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -548352.875000 Penalty: 2817.499023
	Iteration 4Q: 3 clusters Score -548352.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -548572.062500 Penalty: 2817.499023
	Iteration 5Q: 3 clusters Score -548572.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -548844.500000 Penalty: 2817.499023
	Iteration 6F: 3 clusters Score -548844.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -549243.937500 Penalty: 2817.499023
	Iteration 7F: 3 clusters Score -549243.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -549703.437500 Penalty: 2817.499023
	Iteration 8F: 3 clusters Score -549703.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -550060.937500 Penalty: 2817.499023
	Iteration 9F: 3 clusters Score -550060.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -550316.125000 Penalty: 2817.499023
	Iteration 10Q: 3 clusters Score -550316.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -550467.937500 Penalty: 2817.499023
	Iteration 11Q: 3 clusters Score -550467.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -550551.062500 Penalty: 2817.499023
	Iteration 12Q: 3 clusters Score -550551.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -550595.312500 Penalty: 2817.499023
	Iteration 13Q: 3 clusters Score -550595.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -550627.875000 Penalty: 2817.499023
	Iteration 14Q: 3 clusters Score -550627.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -550655.125000 Penalty: 2817.499023
	Iteration 15Q: 3 clusters Score -550655.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -550678.375000 Penalty: 2817.499023
	Iteration 16Q: 3 clusters Score -550678.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -550700.937500 Penalty: 2817.499023
	Iteration 17Q: 3 clusters Score -550700.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -550710.375000 Penalty: 2817.499023
	Iteration 18Q: 3 clusters Score -550710.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -550726.937500 Penalty: 2817.499023
	Iteration 19Q: 3 clusters Score -550726.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -550736.125000 Penalty: 2817.499023
	Iteration 20F: 3 clusters Score -550736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -550749.187500 Penalty: 2817.499023
	Iteration 21Q: 3 clusters Score -550749.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -550761.312500 Penalty: 2817.499023
	Iteration 22Q: 3 clusters Score -550761.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -550771.625000 Penalty: 2817.499023
	Iteration 23Q: 3 clusters Score -550771.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -550786.437500 Penalty: 2817.499023
	Iteration 24Q: 3 clusters Score -550786.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -550798.062500 Penalty: 2817.499023
	Iteration 25Q: 3 clusters Score -550798.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -550805.687500 Penalty: 2817.499023
	Iteration 26Q: 3 clusters Score -550805.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -550816.687500 Penalty: 2817.499023
	Iteration 27Q: 3 clusters Score -550816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -550829.500000 Penalty: 2817.499023
	Iteration 28Q: 3 clusters Score -550829.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -550845.625000 Penalty: 2817.499023
	Iteration 29Q: 3 clusters Score -550845.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -550856.812500 Penalty: 2817.499023
	Iteration 30Q: 3 clusters Score -550856.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -550864.187500 Penalty: 2817.499023
	Iteration 31Q: 3 clusters Score -550864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -550871.312500 Penalty: 2817.499023
	Iteration 32Q: 3 clusters Score -550871.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -550884.625000 Penalty: 2817.499023
	Iteration 33Q: 3 clusters Score -550884.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -550895.125000 Penalty: 2817.499023
	Iteration 34Q: 3 clusters Score -550895.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -550901.875000 Penalty: 2817.499023
	Iteration 35Q: 3 clusters Score -550901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -550907.062500 Penalty: 2817.499023
	Iteration 36Q: 3 clusters Score -550907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -550909.875000 Penalty: 2817.499023
	Iteration 37Q: 3 clusters Score -550909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -550913.125000 Penalty: 2817.499023
	Iteration 38Q: 3 clusters Score -550913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -550914.750000 Penalty: 2817.499023
	Iteration 39Q: 3 clusters Score -550914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -550917.125000 Penalty: 2817.499023
	Iteration 40F: 3 clusters Score -550917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -550918.187500 Penalty: 2817.499023
	Iteration 41Q: 3 clusters Score -550918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -550922.750000 Penalty: 2817.499023
	Iteration 42Q: 3 clusters Score -550922.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -550927.375000 Penalty: 2817.499023
	Iteration 43Q: 3 clusters Score -550927.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -550930.750000 Penalty: 2817.499023
	Iteration 44Q: 3 clusters Score -550930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -550932.375000 Penalty: 2817.499023
	Iteration 45Q: 3 clusters Score -550932.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -550933.437500 Penalty: 2817.499023
	Iteration 46Q: 3 clusters Score -550933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -550935.562500 Penalty: 2817.499023
	Iteration 47Q: 3 clusters Score -550935.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -550937.687500 Penalty: 2817.499023
	Iteration 48Q: 3 clusters Score -550937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -550938.812500 Penalty: 2817.499023
	Iteration 49Q: 3 clusters Score -550938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -550939.375000 Penalty: 2817.499023
	Iteration 50Q: 3 clusters Score -550939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -550939.937500 Penalty: 2817.499023
	Iteration 51Q: 3 clusters Score -550939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -550943.687500 Penalty: 2817.499023
	Iteration 52Q: 3 clusters Score -550943.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -550950.437500 Penalty: 2817.499023
	Iteration 53Q: 3 clusters Score -550950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -550953.937500 Penalty: 2817.499023
	Iteration 54Q: 3 clusters Score -550953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -550956.687500 Penalty: 2817.499023
	Iteration 55Q: 3 clusters Score -550956.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -550962.187500 Penalty: 2817.499023
	Iteration 56Q: 3 clusters Score -550962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -550963.062500 Penalty: 2817.499023
	Iteration 57Q: 3 clusters Score -550963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -550966.062500 Penalty: 2817.499023
	Iteration 58Q: 3 clusters Score -550966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -550967.250000 Penalty: 2817.499023
	Iteration 59Q: 3 clusters Score -550967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -550971.687500 Penalty: 2817.499023
	Iteration 60F: 3 clusters Score -550971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -550975.937500 Penalty: 2817.499023
	Iteration 61Q: 3 clusters Score -550975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -550978.937500 Penalty: 2817.499023
	Iteration 62Q: 3 clusters Score -550978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -550981.125000 Penalty: 2817.499023
	Iteration 63Q: 3 clusters Score -550981.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -550983.437500 Penalty: 2817.499023
	Iteration 64Q: 3 clusters Score -550983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -550986.062500 Penalty: 2817.499023
	Iteration 65Q: 3 clusters Score -550986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -550988.750000 Penalty: 2817.499023
	Iteration 66Q: 3 clusters Score -550988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -550991.062500 Penalty: 2817.499023
	Iteration 67Q: 3 clusters Score -550991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -550993.062500 Penalty: 2817.499023
	Iteration 68Q: 3 clusters Score -550993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -550994.125000 Penalty: 2817.499023
	Iteration 69Q: 3 clusters Score -550994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -550993.750000 Penalty: 2817.499023
	Iteration 70Q: 3 clusters Score -550993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -550995.250000 Penalty: 2817.499023
	Iteration 71Q: 3 clusters Score -550995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -550996.250000 Penalty: 2817.499023
	Iteration 72Q: 3 clusters Score -550996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -550996.687500 Penalty: 2817.499023
	Iteration 73Q: 3 clusters Score -550996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -550996.625000 Penalty: 2817.499023
	Iteration 74Q: 3 clusters Score -550996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -550996.625000 Penalty: 2817.499023
	Iteration 75F: 3 clusters Score -550996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 2072 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Mstep: Class 45 contains 3749 members 
Entering Unmasked Estep 
Score: -154052672.000000 Penalty: 104160.664062
Splitting cluster 5 changes total score from -154053760.000000 to -154052672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -772268.500000 Penalty: 1455.448975
	Iteration 0F: 2 clusters Score -772268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -766543.312500 Penalty: 2910.897949
	Iteration 0F: 3 clusters Score -766543.3 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -768290.500000 Penalty: 2910.897949
	Iteration 1F: 3 clusters Score -768290.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -768690.125000 Penalty: 2910.897949
	Iteration 2F: 3 clusters Score -768690.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -769115.687500 Penalty: 2910.897949
	Iteration 3F: 3 clusters Score -769115.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -769504.125000 Penalty: 2910.897949
	Iteration 4F: 3 clusters Score -769504.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -769970.250000 Penalty: 2910.897949
	Iteration 5F: 3 clusters Score -769970.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -770454.750000 Penalty: 2910.897949
	Iteration 6F: 3 clusters Score -770454.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -770899.687500 Penalty: 2910.897949
	Iteration 7F: 3 clusters Score -770899.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -771265.937500 Penalty: 2910.897949
	Iteration 8F: 3 clusters Score -771265.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -771532.687500 Penalty: 2910.897949
	Iteration 9Q: 3 clusters Score -771532.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -771665.562500 Penalty: 2910.897949
	Iteration 10Q: 3 clusters Score -771665.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -771719.750000 Penalty: 2910.897949
	Iteration 11Q: 3 clusters Score -771719.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -771745.375000 Penalty: 2910.897949
	Iteration 12Q: 3 clusters Score -771745.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -771756.625000 Penalty: 2910.897949
	Iteration 13Q: 3 clusters Score -771756.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -771763.687500 Penalty: 2910.897949
	Iteration 14Q: 3 clusters Score -771763.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -771772.562500 Penalty: 2910.897949
	Iteration 15Q: 3 clusters Score -771772.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -771778.125000 Penalty: 2910.897949
	Iteration 16Q: 3 clusters Score -771778.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -771782.687500 Penalty: 2910.897949
	Iteration 17Q: 3 clusters Score -771782.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -771786.625000 Penalty: 2910.897949
	Iteration 18Q: 3 clusters Score -771786.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -771789.500000 Penalty: 2910.897949
	Iteration 19Q: 3 clusters Score -771789.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -771794.500000 Penalty: 2910.897949
	Iteration 20F: 3 clusters Score -771794.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -771796.875000 Penalty: 2910.897949
	Iteration 21Q: 3 clusters Score -771796.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -771797.875000 Penalty: 2910.897949
	Iteration 22Q: 3 clusters Score -771797.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -771803.000000 Penalty: 2910.897949
	Iteration 23Q: 3 clusters Score -771803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -771810.375000 Penalty: 2910.897949
	Iteration 24Q: 3 clusters Score -771810.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -771812.750000 Penalty: 2910.897949
	Iteration 25Q: 3 clusters Score -771812.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -771816.937500 Penalty: 2910.897949
	Iteration 26Q: 3 clusters Score -771816.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -771825.937500 Penalty: 2910.897949
	Iteration 27Q: 3 clusters Score -771825.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -771830.500000 Penalty: 2910.897949
	Iteration 28Q: 3 clusters Score -771830.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -771841.687500 Penalty: 2910.897949
	Iteration 29Q: 3 clusters Score -771841.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -771863.500000 Penalty: 2910.897949
	Iteration 30Q: 3 clusters Score -771863.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -771897.187500 Penalty: 2910.897949
	Iteration 31Q: 3 clusters Score -771897.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -771970.812500 Penalty: 2910.897949
	Iteration 32Q: 3 clusters Score -771970.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -772067.937500 Penalty: 2910.897949
	Iteration 33Q: 3 clusters Score -772067.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -772178.312500 Penalty: 2910.897949
	Iteration 34Q: 3 clusters Score -772178.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -772313.000000 Penalty: 2910.897949
	Iteration 35Q: 3 clusters Score -772313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -772436.125000 Penalty: 2910.897949
	Iteration 36Q: 3 clusters Score -772436.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -772510.750000 Penalty: 2910.897949
	Iteration 37Q: 3 clusters Score -772510.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -772546.187500 Penalty: 2910.897949
	Iteration 38Q: 3 clusters Score -772546.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -772565.000000 Penalty: 2910.897949
	Iteration 39Q: 3 clusters Score -772565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -772574.750000 Penalty: 2910.897949
	Iteration 40F: 3 clusters Score -772574.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -772577.812500 Penalty: 2910.897949
	Iteration 41Q: 3 clusters Score -772577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -772578.187500 Penalty: 2910.897949
	Iteration 42Q: 3 clusters Score -772578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -772578.562500 Penalty: 2910.897949
	Iteration 43Q: 3 clusters Score -772578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -772578.437500 Penalty: 2910.897949
	Iteration 44Q: 3 clusters Score -772578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -772579.125000 Penalty: 2910.897949
	Iteration 45Q: 3 clusters Score -772579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -772579.125000 Penalty: 2910.897949
	Iteration 46F: 3 clusters Score -772579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Mstep: Class 45 contains 2419 members 
Entering Unmasked Estep 
Score: -154052656.000000 Penalty: 104160.664062
Splitting cluster 6 changes total score from -154053760.000000 to -154052656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (50662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Entering Unmasked Estep 
Score: -5334553.000000 Penalty: 1760.351318
	Iteration 0F: 2 clusters Score -5334553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -5300439.500000 Penalty: 3520.702637
	Iteration 0F: 3 clusters Score -5300440 nChanged 23940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -5313927.000000 Penalty: 3520.702637
	Iteration 1F: 3 clusters Score -5313927 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5314642.000000 Penalty: 3520.702637
	Iteration 2Q: 3 clusters Score -5314642 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5315505.000000 Penalty: 3520.702637
	Iteration 3Q: 3 clusters Score -5315505 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5316805.000000 Penalty: 3520.702637
	Iteration 4F: 3 clusters Score -5316805 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5318533.000000 Penalty: 3520.702637
	Iteration 5F: 3 clusters Score -5318533 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5320670.500000 Penalty: 3520.702637
	Iteration 6F: 3 clusters Score -5320670 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -5322806.500000 Penalty: 3520.702637
	Iteration 7F: 3 clusters Score -5322806 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -5324565.000000 Penalty: 3520.702637
	Iteration 8F: 3 clusters Score -5324565 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -5325870.000000 Penalty: 3520.702637
	Iteration 9Q: 3 clusters Score -5325870 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -5326787.000000 Penalty: 3520.702637
	Iteration 10Q: 3 clusters Score -5326787 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -5327409.000000 Penalty: 3520.702637
	Iteration 11Q: 3 clusters Score -5327409 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -5327792.000000 Penalty: 3520.702637
	Iteration 12Q: 3 clusters Score -5327792 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -5328183.500000 Penalty: 3520.702637
	Iteration 13Q: 3 clusters Score -5328184 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -5328570.000000 Penalty: 3520.702637
	Iteration 14Q: 3 clusters Score -5328570 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -5328922.000000 Penalty: 3520.702637
	Iteration 15Q: 3 clusters Score -5328922 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -5329209.500000 Penalty: 3520.702637
	Iteration 16Q: 3 clusters Score -5329210 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -5329548.500000 Penalty: 3520.702637
	Iteration 17Q: 3 clusters Score -5329548 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5329874.500000 Penalty: 3520.702637
	Iteration 18Q: 3 clusters Score -5329874 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5330198.000000 Penalty: 3520.702637
	Iteration 19Q: 3 clusters Score -5330198 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5330569.500000 Penalty: 3520.702637
	Iteration 20F: 3 clusters Score -5330570 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5330881.000000 Penalty: 3520.702637
	Iteration 21Q: 3 clusters Score -5330881 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5331240.000000 Penalty: 3520.702637
	Iteration 22Q: 3 clusters Score -5331240 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5331561.500000 Penalty: 3520.702637
	Iteration 23Q: 3 clusters Score -5331562 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5331887.500000 Penalty: 3520.702637
	Iteration 24Q: 3 clusters Score -5331888 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5332237.000000 Penalty: 3520.702637
	Iteration 25Q: 3 clusters Score -5332237 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5332464.000000 Penalty: 3520.702637
	Iteration 26Q: 3 clusters Score -5332464 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5332655.500000 Penalty: 3520.702637
	Iteration 27Q: 3 clusters Score -5332656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5332780.500000 Penalty: 3520.702637
	Iteration 28Q: 3 clusters Score -5332780 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5332871.000000 Penalty: 3520.702637
	Iteration 29Q: 3 clusters Score -5332871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5332912.000000 Penalty: 3520.702637
	Iteration 30Q: 3 clusters Score -5332912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5332928.500000 Penalty: 3520.702637
	Iteration 31Q: 3 clusters Score -5332928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5332943.000000 Penalty: 3520.702637
	Iteration 32Q: 3 clusters Score -5332943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5332960.500000 Penalty: 3520.702637
	Iteration 33Q: 3 clusters Score -5332960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5332984.500000 Penalty: 3520.702637
	Iteration 34Q: 3 clusters Score -5332984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5333005.500000 Penalty: 3520.702637
	Iteration 35Q: 3 clusters Score -5333006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5333009.500000 Penalty: 3520.702637
	Iteration 36Q: 3 clusters Score -5333010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5333023.500000 Penalty: 3520.702637
	Iteration 37Q: 3 clusters Score -5333024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5333028.500000 Penalty: 3520.702637
	Iteration 38Q: 3 clusters Score -5333028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5333036.000000 Penalty: 3520.702637
	Iteration 39Q: 3 clusters Score -5333036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5333033.000000 Penalty: 3520.702637
	Iteration 40F: 3 clusters Score -5333033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5333038.500000 Penalty: 3520.702637
	Iteration 41Q: 3 clusters Score -5333038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5333043.000000 Penalty: 3520.702637
	Iteration 42Q: 3 clusters Score -5333043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5333048.000000 Penalty: 3520.702637
	Iteration 43Q: 3 clusters Score -5333048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5333045.500000 Penalty: 3520.702637
	Iteration 44Q: 3 clusters Score -5333046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5333051.000000 Penalty: 3520.702637
	Iteration 45Q: 3 clusters Score -5333051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5333051.000000 Penalty: 3520.702637
	Iteration 46Q: 3 clusters Score -5333051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5333049.500000 Penalty: 3520.702637
	Iteration 47Q: 3 clusters Score -5333050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5333051.000000 Penalty: 3520.702637
	Iteration 48Q: 3 clusters Score -5333051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5333058.000000 Penalty: 3520.702637
	Iteration 49Q: 3 clusters Score -5333058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5333059.000000 Penalty: 3520.702637
	Iteration 50Q: 3 clusters Score -5333059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5333057.500000 Penalty: 3520.702637
	Iteration 51Q: 3 clusters Score -5333058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5333058.500000 Penalty: 3520.702637
	Iteration 52Q: 3 clusters Score -5333058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5333070.000000 Penalty: 3520.702637
	Iteration 53Q: 3 clusters Score -5333070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5333070.000000 Penalty: 3520.702637
	Iteration 54F: 3 clusters Score -5333070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Entering Unmasked Estep 
Score: -17673058.000000 Penalty: 1955.493652
	Iteration 0F: 2 clusters Score -1.767306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -17574974.000000 Penalty: 3910.987305
	Iteration 0F: 3 clusters Score -1.757497e+07 nChanged 81491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -17623158.000000 Penalty: 3910.987305
	Iteration 1F: 3 clusters Score -1.762316e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -17624466.000000 Penalty: 3910.987305
	Iteration 2Q: 3 clusters Score -1.762447e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -17626276.000000 Penalty: 3910.987305
	Iteration 3Q: 3 clusters Score -1.762628e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -17628970.000000 Penalty: 3910.987305
	Iteration 4Q: 3 clusters Score -1.762897e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -17633494.000000 Penalty: 3910.987305
	Iteration 5F: 3 clusters Score -1.763349e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -17640468.000000 Penalty: 3910.987305
	Iteration 6F: 3 clusters Score -1.764047e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -17650220.000000 Penalty: 3910.987305
	Iteration 7F: 3 clusters Score -1.765022e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -17660702.000000 Penalty: 3910.987305
	Iteration 8F: 3 clusters Score -1.76607e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 129539 members 
Entering Unmasked Estep 
Score: -17668980.000000 Penalty: 3910.987305
	Iteration 9F: 3 clusters Score -1.766898e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 133629 members 
Entering Unmasked Estep 
Score: -17673092.000000 Penalty: 3910.987305
	Iteration 10Q: 3 clusters Score -1.767309e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 136917 members 
Entering Unmasked Estep 
Score: -17675072.000000 Penalty: 3910.987305
	Iteration 11Q: 3 clusters Score -1.767507e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -17676230.000000 Penalty: 3910.987305
	Iteration 12Q: 3 clusters Score -1.767623e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 142601 members 
Entering Unmasked Estep 
Score: -17677260.000000 Penalty: 3910.987305
	Iteration 13Q: 3 clusters Score -1.767726e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -17677472.000000 Penalty: 3910.987305
	Iteration 14Q: 3 clusters Score -1.767747e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 147479 members 
Entering Unmasked Estep 
Score: -17677572.000000 Penalty: 3910.987305
	Iteration 15Q: 3 clusters Score -1.767757e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 149807 members 
Entering Unmasked Estep 
Score: -17677414.000000 Penalty: 3910.987305
	Iteration 16Q: 3 clusters Score -1.767741e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -17676986.000000 Penalty: 3910.987305
	Iteration 17Q: 3 clusters Score -1.767699e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 154218 members 
Entering Unmasked Estep 
Score: -17676320.000000 Penalty: 3910.987305
	Iteration 18Q: 3 clusters Score -1.767632e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -17675746.000000 Penalty: 3910.987305
	Iteration 19Q: 3 clusters Score -1.767575e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -17675380.000000 Penalty: 3910.987305
	Iteration 20F: 3 clusters Score -1.767538e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -17675002.000000 Penalty: 3910.987305
	Iteration 21Q: 3 clusters Score -1.7675e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -17674578.000000 Penalty: 3910.987305
	Iteration 22Q: 3 clusters Score -1.767458e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -17674284.000000 Penalty: 3910.987305
	Iteration 23Q: 3 clusters Score -1.767428e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -17673906.000000 Penalty: 3910.987305
	Iteration 24Q: 3 clusters Score -1.767391e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -17673638.000000 Penalty: 3910.987305
	Iteration 25Q: 3 clusters Score -1.767364e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -17673464.000000 Penalty: 3910.987305
	Iteration 26Q: 3 clusters Score -1.767346e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -17673346.000000 Penalty: 3910.987305
	Iteration 27Q: 3 clusters Score -1.767335e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -17673202.000000 Penalty: 3910.987305
	Iteration 28Q: 3 clusters Score -1.76732e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -17673130.000000 Penalty: 3910.987305
	Iteration 29Q: 3 clusters Score -1.767313e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 165294 members 
Entering Unmasked Estep 
Score: -17673024.000000 Penalty: 3910.987305
	Iteration 30Q: 3 clusters Score -1.767302e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 165528 members 
Entering Unmasked Estep 
Score: -17672956.000000 Penalty: 3910.987305
	Iteration 31Q: 3 clusters Score -1.767296e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 165730 members 
Entering Unmasked Estep 
Score: -17672956.000000 Penalty: 3910.987305
	Iteration 32Q: 3 clusters Score -1.767296e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -17672910.000000 Penalty: 3910.987305
	Iteration 33Q: 3 clusters Score -1.767291e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 166065 members 
Entering Unmasked Estep 
Score: -17672844.000000 Penalty: 3910.987305
	Iteration 34Q: 3 clusters Score -1.767284e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -17672758.000000 Penalty: 3910.987305
	Iteration 35Q: 3 clusters Score -1.767276e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -17672714.000000 Penalty: 3910.987305
	Iteration 36Q: 3 clusters Score -1.767271e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 166425 members 
Entering Unmasked Estep 
Score: -17672670.000000 Penalty: 3910.987305
	Iteration 37Q: 3 clusters Score -1.767267e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 166521 members 
Entering Unmasked Estep 
Score: -17672650.000000 Penalty: 3910.987305
	Iteration 38Q: 3 clusters Score -1.767265e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -17672634.000000 Penalty: 3910.987305
	Iteration 39Q: 3 clusters Score -1.767263e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 166679 members 
Entering Unmasked Estep 
Score: -17672626.000000 Penalty: 3910.987305
	Iteration 40F: 3 clusters Score -1.767263e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -17672584.000000 Penalty: 3910.987305
	Iteration 41Q: 3 clusters Score -1.767258e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 166820 members 
Entering Unmasked Estep 
Score: -17672562.000000 Penalty: 3910.987305
	Iteration 42Q: 3 clusters Score -1.767256e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 166861 members 
Entering Unmasked Estep 
Score: -17672562.000000 Penalty: 3910.987305
	Iteration 43Q: 3 clusters Score -1.767256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 166903 members 
Entering Unmasked Estep 
Score: -17672538.000000 Penalty: 3910.987305
	Iteration 44Q: 3 clusters Score -1.767254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -17672524.000000 Penalty: 3910.987305
	Iteration 45Q: 3 clusters Score -1.767252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 166955 members 
Entering Unmasked Estep 
Score: -17672504.000000 Penalty: 3910.987305
	Iteration 46Q: 3 clusters Score -1.76725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 166987 members 
Entering Unmasked Estep 
Score: -17672460.000000 Penalty: 3910.987305
	Iteration 47Q: 3 clusters Score -1.767246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -17672468.000000 Penalty: 3910.987305
	Iteration 48Q: 3 clusters Score -1.767247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 167041 members 
Entering Unmasked Estep 
Score: -17672444.000000 Penalty: 3910.987305
	Iteration 49Q: 3 clusters Score -1.767244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 167058 members 
Entering Unmasked Estep 
Score: -17672450.000000 Penalty: 3910.987305
	Iteration 50Q: 3 clusters Score -1.767245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -17672436.000000 Penalty: 3910.987305
	Iteration 51Q: 3 clusters Score -1.767244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -17672446.000000 Penalty: 3910.987305
	Iteration 52Q: 3 clusters Score -1.767245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -17672442.000000 Penalty: 3910.987305
	Iteration 53Q: 3 clusters Score -1.767244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 167086 members 
Entering Unmasked Estep 
Score: -17672446.000000 Penalty: 3910.987305
	Iteration 54Q: 3 clusters Score -1.767245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 167092 members 
Entering Unmasked Estep 
Score: -17672426.000000 Penalty: 3910.987305
	Iteration 55Q: 3 clusters Score -1.767243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -17672426.000000 Penalty: 3910.987305
	Iteration 56Q: 3 clusters Score -1.767243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -17672434.000000 Penalty: 3910.987305
	Iteration 57Q: 3 clusters Score -1.767243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 167110 members 
Entering Unmasked Estep 
Score: -17672426.000000 Penalty: 3910.987305
	Iteration 58Q: 3 clusters Score -1.767243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 167112 members 
Entering Unmasked Estep 
Score: -17672418.000000 Penalty: 3910.987305
	Iteration 59Q: 3 clusters Score -1.767242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 167115 members 
Entering Unmasked Estep 
Score: -17672416.000000 Penalty: 3910.987305
	Iteration 60F: 3 clusters Score -1.767242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 167118 members 
Entering Unmasked Estep 
Score: -17672416.000000 Penalty: 3910.987305
	Iteration 61Q: 3 clusters Score -1.767242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -17672406.000000 Penalty: 3910.987305
	Iteration 62Q: 3 clusters Score -1.767241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -17672416.000000 Penalty: 3910.987305
	Iteration 63Q: 3 clusters Score -1.767242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -17672404.000000 Penalty: 3910.987305
	Iteration 64Q: 3 clusters Score -1.76724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -17672396.000000 Penalty: 3910.987305
	Iteration 65Q: 3 clusters Score -1.76724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -17672410.000000 Penalty: 3910.987305
	Iteration 66Q: 3 clusters Score -1.767241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -17672402.000000 Penalty: 3910.987305
	Iteration 67Q: 3 clusters Score -1.76724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 167130 members 
Entering Unmasked Estep 
Score: -17672400.000000 Penalty: 3910.987305
	Iteration 68Q: 3 clusters Score -1.76724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -17672402.000000 Penalty: 3910.987305
	Iteration 69Q: 3 clusters Score -1.76724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 167132 members 
Entering Unmasked Estep 
Score: -17672408.000000 Penalty: 3910.987305
	Iteration 70Q: 3 clusters Score -1.767241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -17672408.000000 Penalty: 3910.987305
	Iteration 71Q: 3 clusters Score -1.767241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -17672402.000000 Penalty: 3910.987305
	Iteration 72Q: 3 clusters Score -1.76724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 167137 members 
Entering Unmasked Estep 
Score: -17672400.000000 Penalty: 3910.987305
	Iteration 73Q: 3 clusters Score -1.76724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 167137 members 
Entering Unmasked Estep 
Score: -17672400.000000 Penalty: 3910.987305
	Iteration 74F: 3 clusters Score -1.76724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Entering Unmasked Estep 
Score: -1398121.000000 Penalty: 1557.048096
	Iteration 0F: 2 clusters Score -1398121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1388067.750000 Penalty: 3114.096191
	Iteration 0F: 3 clusters Score -1388068 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1391615.000000 Penalty: 3114.096191
	Iteration 1F: 3 clusters Score -1391615 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1392178.625000 Penalty: 3114.096191
	Iteration 2F: 3 clusters Score -1392179 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1392776.500000 Penalty: 3114.096191
	Iteration 3F: 3 clusters Score -1392776 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1393401.750000 Penalty: 3114.096191
	Iteration 4F: 3 clusters Score -1393402 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1393894.875000 Penalty: 3114.096191
	Iteration 5F: 3 clusters Score -1393895 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1394293.250000 Penalty: 3114.096191
	Iteration 6F: 3 clusters Score -1394293 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1394613.375000 Penalty: 3114.096191
	Iteration 7Q: 3 clusters Score -1394613 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1394872.500000 Penalty: 3114.096191
	Iteration 8Q: 3 clusters Score -1394872 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1395144.750000 Penalty: 3114.096191
	Iteration 9Q: 3 clusters Score -1395145 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1395415.625000 Penalty: 3114.096191
	Iteration 10Q: 3 clusters Score -1395416 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1395646.375000 Penalty: 3114.096191
	Iteration 11Q: 3 clusters Score -1395646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1395828.625000 Penalty: 3114.096191
	Iteration 12Q: 3 clusters Score -1395829 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1395988.625000 Penalty: 3114.096191
	Iteration 13Q: 3 clusters Score -1395989 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1396129.750000 Penalty: 3114.096191
	Iteration 14Q: 3 clusters Score -1396130 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1396249.000000 Penalty: 3114.096191
	Iteration 15Q: 3 clusters Score -1396249 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1396353.750000 Penalty: 3114.096191
	Iteration 16Q: 3 clusters Score -1396354 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1396444.250000 Penalty: 3114.096191
	Iteration 17Q: 3 clusters Score -1396444 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1396526.625000 Penalty: 3114.096191
	Iteration 18Q: 3 clusters Score -1396527 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1396604.875000 Penalty: 3114.096191
	Iteration 19Q: 3 clusters Score -1396605 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1396681.750000 Penalty: 3114.096191
	Iteration 20F: 3 clusters Score -1396682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1396754.000000 Penalty: 3114.096191
	Iteration 21Q: 3 clusters Score -1396754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1396812.500000 Penalty: 3114.096191
	Iteration 22Q: 3 clusters Score -1396812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1396851.500000 Penalty: 3114.096191
	Iteration 23Q: 3 clusters Score -1396852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1396893.625000 Penalty: 3114.096191
	Iteration 24Q: 3 clusters Score -1396894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1396929.375000 Penalty: 3114.096191
	Iteration 25Q: 3 clusters Score -1396929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1396963.500000 Penalty: 3114.096191
	Iteration 26Q: 3 clusters Score -1396964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1397000.500000 Penalty: 3114.096191
	Iteration 27Q: 3 clusters Score -1397000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1397026.250000 Penalty: 3114.096191
	Iteration 28Q: 3 clusters Score -1397026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1397039.375000 Penalty: 3114.096191
	Iteration 29Q: 3 clusters Score -1397039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1397052.125000 Penalty: 3114.096191
	Iteration 30Q: 3 clusters Score -1397052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1397058.875000 Penalty: 3114.096191
	Iteration 31Q: 3 clusters Score -1397059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1397064.875000 Penalty: 3114.096191
	Iteration 32Q: 3 clusters Score -1397065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1397068.250000 Penalty: 3114.096191
	Iteration 33Q: 3 clusters Score -1397068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1397070.625000 Penalty: 3114.096191
	Iteration 34Q: 3 clusters Score -1397071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1397073.625000 Penalty: 3114.096191
	Iteration 35Q: 3 clusters Score -1397074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1397076.250000 Penalty: 3114.096191
	Iteration 36Q: 3 clusters Score -1397076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1397075.250000 Penalty: 3114.096191
	Iteration 37Q: 3 clusters Score -1397075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1397077.625000 Penalty: 3114.096191
	Iteration 38Q: 3 clusters Score -1397078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1397079.500000 Penalty: 3114.096191
	Iteration 39Q: 3 clusters Score -1397080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1397079.500000 Penalty: 3114.096191
	Iteration 40F: 3 clusters Score -1397080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1397082.500000 Penalty: 3114.096191
	Iteration 41Q: 3 clusters Score -1397082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1397083.000000 Penalty: 3114.096191
	Iteration 42Q: 3 clusters Score -1397083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1397082.750000 Penalty: 3114.096191
	Iteration 43Q: 3 clusters Score -1397083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1397084.375000 Penalty: 3114.096191
	Iteration 44Q: 3 clusters Score -1397084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1397085.875000 Penalty: 3114.096191
	Iteration 45Q: 3 clusters Score -1397086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1397087.500000 Penalty: 3114.096191
	Iteration 46Q: 3 clusters Score -1397088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1397089.500000 Penalty: 3114.096191
	Iteration 47Q: 3 clusters Score -1397090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1397090.500000 Penalty: 3114.096191
	Iteration 48Q: 3 clusters Score -1397090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1397087.750000 Penalty: 3114.096191
	Iteration 49Q: 3 clusters Score -1397088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1397089.375000 Penalty: 3114.096191
	Iteration 50Q: 3 clusters Score -1397089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1397086.375000 Penalty: 3114.096191
	Iteration 51Q: 3 clusters Score -1397086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1397086.375000 Penalty: 3114.096191
	Iteration 52F: 3 clusters Score -1397086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -359079.718750 Penalty: 1332.412842
	Iteration 0F: 2 clusters Score -359079.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -356033.843750 Penalty: 2664.825684
	Iteration 0F: 3 clusters Score -356033.8 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -356842.343750 Penalty: 2664.825684
	Iteration 1F: 3 clusters Score -356842.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -357044.406250 Penalty: 2664.825684
	Iteration 2F: 3 clusters Score -357044.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -357211.468750 Penalty: 2664.825684
	Iteration 3F: 3 clusters Score -357211.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -357456.093750 Penalty: 2664.825684
	Iteration 4F: 3 clusters Score -357456.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -357832.281250 Penalty: 2664.825684
	Iteration 5F: 3 clusters Score -357832.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -358250.125000 Penalty: 2664.825684
	Iteration 6F: 3 clusters Score -358250.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -358586.937500 Penalty: 2664.825684
	Iteration 7F: 3 clusters Score -358586.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -358811.625000 Penalty: 2664.825684
	Iteration 8F: 3 clusters Score -358811.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -359016.125000 Penalty: 2664.825684
	Iteration 9F: 3 clusters Score -359016.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -359272.718750 Penalty: 2664.825684
	Iteration 10Q: 3 clusters Score -359272.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -359541.000000 Penalty: 2664.825684
	Iteration 11Q: 3 clusters Score -359541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -359653.718750 Penalty: 2664.825684
	Iteration 12Q: 3 clusters Score -359653.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -359676.218750 Penalty: 2664.825684
	Iteration 13Q: 3 clusters Score -359676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -359681.968750 Penalty: 2664.825684
	Iteration 14Q: 3 clusters Score -359682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -359685.187500 Penalty: 2664.825684
	Iteration 15Q: 3 clusters Score -359685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -359685.875000 Penalty: 2664.825684
	Iteration 16Q: 3 clusters Score -359685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -359687.093750 Penalty: 2664.825684
	Iteration 17Q: 3 clusters Score -359687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -359687.906250 Penalty: 2664.825684
	Iteration 18Q: 3 clusters Score -359687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -359687.906250 Penalty: 2664.825684
	Iteration 19F: 3 clusters Score -359687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Mstep: Class 45 contains 2634 members 
Entering Unmasked Estep 
Score: -154053488.000000 Penalty: 104160.664062
Splitting cluster 10 changes total score from -154053760.000000 to -154053488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (30948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Entering Unmasked Estep 
Score: -3146865.250000 Penalty: 1680.260376
	Iteration 0F: 2 clusters Score -3146865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3126029.000000 Penalty: 3360.520752
	Iteration 0F: 3 clusters Score -3126029 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3133931.000000 Penalty: 3360.520752
	Iteration 1F: 3 clusters Score -3133931 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3134345.000000 Penalty: 3360.520752
	Iteration 2Q: 3 clusters Score -3134345 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3134749.000000 Penalty: 3360.520752
	Iteration 3Q: 3 clusters Score -3134749 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3135196.000000 Penalty: 3360.520752
	Iteration 4Q: 3 clusters Score -3135196 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3135721.000000 Penalty: 3360.520752
	Iteration 5Q: 3 clusters Score -3135721 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3136414.250000 Penalty: 3360.520752
	Iteration 6Q: 3 clusters Score -3136414 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3137291.250000 Penalty: 3360.520752
	Iteration 7F: 3 clusters Score -3137291 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3138273.500000 Penalty: 3360.520752
	Iteration 8F: 3 clusters Score -3138274 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3139372.000000 Penalty: 3360.520752
	Iteration 9F: 3 clusters Score -3139372 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3140535.500000 Penalty: 3360.520752
	Iteration 10F: 3 clusters Score -3140536 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3141586.750000 Penalty: 3360.520752
	Iteration 11Q: 3 clusters Score -3141587 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3142394.250000 Penalty: 3360.520752
	Iteration 12Q: 3 clusters Score -3142394 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3143079.250000 Penalty: 3360.520752
	Iteration 13Q: 3 clusters Score -3143079 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3143595.500000 Penalty: 3360.520752
	Iteration 14Q: 3 clusters Score -3143596 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3143997.250000 Penalty: 3360.520752
	Iteration 15Q: 3 clusters Score -3143997 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3144336.500000 Penalty: 3360.520752
	Iteration 16Q: 3 clusters Score -3144336 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3144589.500000 Penalty: 3360.520752
	Iteration 17Q: 3 clusters Score -3144590 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3144795.750000 Penalty: 3360.520752
	Iteration 18Q: 3 clusters Score -3144796 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3144969.250000 Penalty: 3360.520752
	Iteration 19Q: 3 clusters Score -3144969 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3145128.500000 Penalty: 3360.520752
	Iteration 20F: 3 clusters Score -3145128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3145228.500000 Penalty: 3360.520752
	Iteration 21Q: 3 clusters Score -3145228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3145326.000000 Penalty: 3360.520752
	Iteration 22Q: 3 clusters Score -3145326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3145392.000000 Penalty: 3360.520752
	Iteration 23Q: 3 clusters Score -3145392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3145437.250000 Penalty: 3360.520752
	Iteration 24Q: 3 clusters Score -3145437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3145483.500000 Penalty: 3360.520752
	Iteration 25Q: 3 clusters Score -3145484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3145515.000000 Penalty: 3360.520752
	Iteration 26Q: 3 clusters Score -3145515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3145530.750000 Penalty: 3360.520752
	Iteration 27Q: 3 clusters Score -3145531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3145553.500000 Penalty: 3360.520752
	Iteration 28Q: 3 clusters Score -3145554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3145563.750000 Penalty: 3360.520752
	Iteration 29Q: 3 clusters Score -3145564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3145579.000000 Penalty: 3360.520752
	Iteration 30Q: 3 clusters Score -3145579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3145592.000000 Penalty: 3360.520752
	Iteration 31Q: 3 clusters Score -3145592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3145602.500000 Penalty: 3360.520752
	Iteration 32Q: 3 clusters Score -3145602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3145610.000000 Penalty: 3360.520752
	Iteration 33Q: 3 clusters Score -3145610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3145615.750000 Penalty: 3360.520752
	Iteration 34Q: 3 clusters Score -3145616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3145619.250000 Penalty: 3360.520752
	Iteration 35Q: 3 clusters Score -3145619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3145629.000000 Penalty: 3360.520752
	Iteration 36Q: 3 clusters Score -3145629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3145637.500000 Penalty: 3360.520752
	Iteration 37Q: 3 clusters Score -3145638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3145633.250000 Penalty: 3360.520752
	Iteration 38Q: 3 clusters Score -3145633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3145634.250000 Penalty: 3360.520752
	Iteration 39Q: 3 clusters Score -3145634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3145634.500000 Penalty: 3360.520752
	Iteration 40F: 3 clusters Score -3145634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3145638.250000 Penalty: 3360.520752
	Iteration 41Q: 3 clusters Score -3145638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3145639.250000 Penalty: 3360.520752
	Iteration 42Q: 3 clusters Score -3145639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3145641.750000 Penalty: 3360.520752
	Iteration 43Q: 3 clusters Score -3145642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3145641.750000 Penalty: 3360.520752
	Iteration 44F: 3 clusters Score -3145642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Entering Unmasked Estep 
Score: -3927615.750000 Penalty: 1712.897949
	Iteration 0F: 2 clusters Score -3927616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3902295.000000 Penalty: 3425.795898
	Iteration 0F: 3 clusters Score -3902295 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3912076.250000 Penalty: 3425.795898
	Iteration 1F: 3 clusters Score -3912076 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3912534.000000 Penalty: 3425.795898
	Iteration 2Q: 3 clusters Score -3912534 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3913008.750000 Penalty: 3425.795898
	Iteration 3Q: 3 clusters Score -3913009 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3913585.000000 Penalty: 3425.795898
	Iteration 4Q: 3 clusters Score -3913585 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3914310.500000 Penalty: 3425.795898
	Iteration 5Q: 3 clusters Score -3914310 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3915370.500000 Penalty: 3425.795898
	Iteration 6Q: 3 clusters Score -3915370 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3916887.750000 Penalty: 3425.795898
	Iteration 7F: 3 clusters Score -3916888 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3918769.500000 Penalty: 3425.795898
	Iteration 8F: 3 clusters Score -3918770 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3920704.500000 Penalty: 3425.795898
	Iteration 9F: 3 clusters Score -3920704 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3922238.000000 Penalty: 3425.795898
	Iteration 10Q: 3 clusters Score -3922238 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3923280.500000 Penalty: 3425.795898
	Iteration 11Q: 3 clusters Score -3923280 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3923963.000000 Penalty: 3425.795898
	Iteration 12Q: 3 clusters Score -3923963 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3924406.250000 Penalty: 3425.795898
	Iteration 13Q: 3 clusters Score -3924406 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3924711.500000 Penalty: 3425.795898
	Iteration 14Q: 3 clusters Score -3924712 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3924984.000000 Penalty: 3425.795898
	Iteration 15Q: 3 clusters Score -3924984 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3925174.500000 Penalty: 3425.795898
	Iteration 16Q: 3 clusters Score -3925174 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3925342.000000 Penalty: 3425.795898
	Iteration 17Q: 3 clusters Score -3925342 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3925505.250000 Penalty: 3425.795898
	Iteration 18Q: 3 clusters Score -3925505 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3925636.750000 Penalty: 3425.795898
	Iteration 19Q: 3 clusters Score -3925637 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3925744.500000 Penalty: 3425.795898
	Iteration 20F: 3 clusters Score -3925744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3925828.500000 Penalty: 3425.795898
	Iteration 21Q: 3 clusters Score -3925828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3925871.000000 Penalty: 3425.795898
	Iteration 22Q: 3 clusters Score -3925871 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3925893.250000 Penalty: 3425.795898
	Iteration 23Q: 3 clusters Score -3925893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3925917.000000 Penalty: 3425.795898
	Iteration 24Q: 3 clusters Score -3925917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3925939.500000 Penalty: 3425.795898
	Iteration 25Q: 3 clusters Score -3925940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3925955.250000 Penalty: 3425.795898
	Iteration 26Q: 3 clusters Score -3925955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3925977.250000 Penalty: 3425.795898
	Iteration 27Q: 3 clusters Score -3925977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3926004.000000 Penalty: 3425.795898
	Iteration 28Q: 3 clusters Score -3926004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3926019.500000 Penalty: 3425.795898
	Iteration 29Q: 3 clusters Score -3926020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3926045.250000 Penalty: 3425.795898
	Iteration 30Q: 3 clusters Score -3926045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3926067.250000 Penalty: 3425.795898
	Iteration 31Q: 3 clusters Score -3926067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3926083.500000 Penalty: 3425.795898
	Iteration 32Q: 3 clusters Score -3926084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3926095.750000 Penalty: 3425.795898
	Iteration 33Q: 3 clusters Score -3926096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3926107.250000 Penalty: 3425.795898
	Iteration 34Q: 3 clusters Score -3926107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3926117.750000 Penalty: 3425.795898
	Iteration 35Q: 3 clusters Score -3926118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3926118.750000 Penalty: 3425.795898
	Iteration 36Q: 3 clusters Score -3926119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3926131.750000 Penalty: 3425.795898
	Iteration 37Q: 3 clusters Score -3926132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3926134.250000 Penalty: 3425.795898
	Iteration 38Q: 3 clusters Score -3926134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3926142.750000 Penalty: 3425.795898
	Iteration 39Q: 3 clusters Score -3926143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3926145.250000 Penalty: 3425.795898
	Iteration 40F: 3 clusters Score -3926145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3926151.000000 Penalty: 3425.795898
	Iteration 41Q: 3 clusters Score -3926151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3926158.750000 Penalty: 3425.795898
	Iteration 42Q: 3 clusters Score -3926159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3926167.750000 Penalty: 3425.795898
	Iteration 43Q: 3 clusters Score -3926168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3926178.500000 Penalty: 3425.795898
	Iteration 44Q: 3 clusters Score -3926178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3926179.250000 Penalty: 3425.795898
	Iteration 45Q: 3 clusters Score -3926179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3926178.000000 Penalty: 3425.795898
	Iteration 46Q: 3 clusters Score -3926178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3926188.000000 Penalty: 3425.795898
	Iteration 47Q: 3 clusters Score -3926188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3926189.250000 Penalty: 3425.795898
	Iteration 48Q: 3 clusters Score -3926189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3926189.250000 Penalty: 3425.795898
	Iteration 49F: 3 clusters Score -3926189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -741989.687500 Penalty: 1447.310913
	Iteration 0F: 2 clusters Score -741989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -736488.750000 Penalty: 2894.621826
	Iteration 0F: 3 clusters Score -736488.8 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -738151.875000 Penalty: 2894.621826
	Iteration 1F: 3 clusters Score -738151.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -738393.187500 Penalty: 2894.621826
	Iteration 2F: 3 clusters Score -738393.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -738589.500000 Penalty: 2894.621826
	Iteration 3F: 3 clusters Score -738589.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -738787.500000 Penalty: 2894.621826
	Iteration 4F: 3 clusters Score -738787.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -738998.875000 Penalty: 2894.621826
	Iteration 5F: 3 clusters Score -738998.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -739206.437500 Penalty: 2894.621826
	Iteration 6Q: 3 clusters Score -739206.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -739419.687500 Penalty: 2894.621826
	Iteration 7Q: 3 clusters Score -739419.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -739634.562500 Penalty: 2894.621826
	Iteration 8Q: 3 clusters Score -739634.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -739884.375000 Penalty: 2894.621826
	Iteration 9Q: 3 clusters Score -739884.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -740091.937500 Penalty: 2894.621826
	Iteration 10Q: 3 clusters Score -740091.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -740220.812500 Penalty: 2894.621826
	Iteration 11Q: 3 clusters Score -740220.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -740309.750000 Penalty: 2894.621826
	Iteration 12Q: 3 clusters Score -740309.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -740395.750000 Penalty: 2894.621826
	Iteration 13Q: 3 clusters Score -740395.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -740464.250000 Penalty: 2894.621826
	Iteration 14Q: 3 clusters Score -740464.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -740522.750000 Penalty: 2894.621826
	Iteration 15Q: 3 clusters Score -740522.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -740559.187500 Penalty: 2894.621826
	Iteration 16Q: 3 clusters Score -740559.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -740594.687500 Penalty: 2894.621826
	Iteration 17Q: 3 clusters Score -740594.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -740613.812500 Penalty: 2894.621826
	Iteration 18Q: 3 clusters Score -740613.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -740625.375000 Penalty: 2894.621826
	Iteration 19Q: 3 clusters Score -740625.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -740644.250000 Penalty: 2894.621826
	Iteration 20F: 3 clusters Score -740644.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -740657.937500 Penalty: 2894.621826
	Iteration 21Q: 3 clusters Score -740657.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -740669.187500 Penalty: 2894.621826
	Iteration 22Q: 3 clusters Score -740669.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -740679.312500 Penalty: 2894.621826
	Iteration 23Q: 3 clusters Score -740679.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -740691.625000 Penalty: 2894.621826
	Iteration 24Q: 3 clusters Score -740691.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -740698.687500 Penalty: 2894.621826
	Iteration 25Q: 3 clusters Score -740698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -740703.437500 Penalty: 2894.621826
	Iteration 26Q: 3 clusters Score -740703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -740705.875000 Penalty: 2894.621826
	Iteration 27Q: 3 clusters Score -740705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -740706.375000 Penalty: 2894.621826
	Iteration 28Q: 3 clusters Score -740706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -740711.062500 Penalty: 2894.621826
	Iteration 29Q: 3 clusters Score -740711.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -740716.125000 Penalty: 2894.621826
	Iteration 30Q: 3 clusters Score -740716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -740717.312500 Penalty: 2894.621826
	Iteration 31Q: 3 clusters Score -740717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -740718.625000 Penalty: 2894.621826
	Iteration 32Q: 3 clusters Score -740718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -740724.000000 Penalty: 2894.621826
	Iteration 33Q: 3 clusters Score -740724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -740726.687500 Penalty: 2894.621826
	Iteration 34Q: 3 clusters Score -740726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -740728.062500 Penalty: 2894.621826
	Iteration 35Q: 3 clusters Score -740728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -740729.250000 Penalty: 2894.621826
	Iteration 36Q: 3 clusters Score -740729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -740731.000000 Penalty: 2894.621826
	Iteration 37Q: 3 clusters Score -740731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -740731.312500 Penalty: 2894.621826
	Iteration 38Q: 3 clusters Score -740731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -740732.125000 Penalty: 2894.621826
	Iteration 39Q: 3 clusters Score -740732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -740733.562500 Penalty: 2894.621826
	Iteration 40F: 3 clusters Score -740733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Entering Unmasked Estep 
Score: -1144402.375000 Penalty: 1511.605835
	Iteration 0F: 2 clusters Score -1144402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1136648.625000 Penalty: 3023.211670
	Iteration 0F: 3 clusters Score -1136649 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1139400.250000 Penalty: 3023.211670
	Iteration 1F: 3 clusters Score -1139400 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1139738.250000 Penalty: 3023.211670
	Iteration 2F: 3 clusters Score -1139738 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1140095.750000 Penalty: 3023.211670
	Iteration 3F: 3 clusters Score -1140096 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1140473.500000 Penalty: 3023.211670
	Iteration 4F: 3 clusters Score -1140474 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1140837.250000 Penalty: 3023.211670
	Iteration 5F: 3 clusters Score -1140837 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1141279.000000 Penalty: 3023.211670
	Iteration 6F: 3 clusters Score -1141279 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1141805.250000 Penalty: 3023.211670
	Iteration 7F: 3 clusters Score -1141805 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1142355.500000 Penalty: 3023.211670
	Iteration 8F: 3 clusters Score -1142356 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1142737.250000 Penalty: 3023.211670
	Iteration 9Q: 3 clusters Score -1142737 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1142936.375000 Penalty: 3023.211670
	Iteration 10Q: 3 clusters Score -1142936 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1143031.625000 Penalty: 3023.211670
	Iteration 11Q: 3 clusters Score -1143032 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1143093.375000 Penalty: 3023.211670
	Iteration 12Q: 3 clusters Score -1143093 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1143136.250000 Penalty: 3023.211670
	Iteration 13Q: 3 clusters Score -1143136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1143176.500000 Penalty: 3023.211670
	Iteration 14Q: 3 clusters Score -1143176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1143206.750000 Penalty: 3023.211670
	Iteration 15Q: 3 clusters Score -1143207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1143225.250000 Penalty: 3023.211670
	Iteration 16Q: 3 clusters Score -1143225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1143237.625000 Penalty: 3023.211670
	Iteration 17Q: 3 clusters Score -1143238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1143239.125000 Penalty: 3023.211670
	Iteration 18Q: 3 clusters Score -1143239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1143242.125000 Penalty: 3023.211670
	Iteration 19Q: 3 clusters Score -1143242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1143243.000000 Penalty: 3023.211670
	Iteration 20F: 3 clusters Score -1143243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1143248.000000 Penalty: 3023.211670
	Iteration 21Q: 3 clusters Score -1143248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1143252.875000 Penalty: 3023.211670
	Iteration 22Q: 3 clusters Score -1143253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1143253.125000 Penalty: 3023.211670
	Iteration 23Q: 3 clusters Score -1143253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1143257.500000 Penalty: 3023.211670
	Iteration 24Q: 3 clusters Score -1143258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1143259.375000 Penalty: 3023.211670
	Iteration 25Q: 3 clusters Score -1143259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1143263.875000 Penalty: 3023.211670
	Iteration 26Q: 3 clusters Score -1143264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1143266.625000 Penalty: 3023.211670
	Iteration 27Q: 3 clusters Score -1143267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1143269.625000 Penalty: 3023.211670
	Iteration 28Q: 3 clusters Score -1143270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1143274.500000 Penalty: 3023.211670
	Iteration 29Q: 3 clusters Score -1143274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1143274.625000 Penalty: 3023.211670
	Iteration 30Q: 3 clusters Score -1143275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1143274.500000 Penalty: 3023.211670
	Iteration 31Q: 3 clusters Score -1143274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1143276.500000 Penalty: 3023.211670
	Iteration 32Q: 3 clusters Score -1143276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1143277.125000 Penalty: 3023.211670
	Iteration 33Q: 3 clusters Score -1143277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1143280.375000 Penalty: 3023.211670
	Iteration 34Q: 3 clusters Score -1143280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1143277.125000 Penalty: 3023.211670
	Iteration 35Q: 3 clusters Score -1143277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1143279.000000 Penalty: 3023.211670
	Iteration 36Q: 3 clusters Score -1143279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1143279.250000 Penalty: 3023.211670
	Iteration 37Q: 3 clusters Score -1143279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1143279.125000 Penalty: 3023.211670
	Iteration 38Q: 3 clusters Score -1143279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1143284.875000 Penalty: 3023.211670
	Iteration 39Q: 3 clusters Score -1143285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1143283.750000 Penalty: 3023.211670
	Iteration 40F: 3 clusters Score -1143284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1143287.250000 Penalty: 3023.211670
	Iteration 41Q: 3 clusters Score -1143287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1143285.750000 Penalty: 3023.211670
	Iteration 42Q: 3 clusters Score -1143286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1143285.875000 Penalty: 3023.211670
	Iteration 43Q: 3 clusters Score -1143286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1143288.000000 Penalty: 3023.211670
	Iteration 44Q: 3 clusters Score -1143288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1143289.375000 Penalty: 3023.211670
	Iteration 45Q: 3 clusters Score -1143289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1143287.250000 Penalty: 3023.211670
	Iteration 46Q: 3 clusters Score -1143287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1143287.875000 Penalty: 3023.211670
	Iteration 47Q: 3 clusters Score -1143288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1143287.250000 Penalty: 3023.211670
	Iteration 48Q: 3 clusters Score -1143287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1143289.375000 Penalty: 3023.211670
	Iteration 49Q: 3 clusters Score -1143289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1143290.375000 Penalty: 3023.211670
	Iteration 50Q: 3 clusters Score -1143290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1143294.000000 Penalty: 3023.211670
	Iteration 51Q: 3 clusters Score -1143294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1143296.250000 Penalty: 3023.211670
	Iteration 52Q: 3 clusters Score -1143296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1143297.375000 Penalty: 3023.211670
	Iteration 53Q: 3 clusters Score -1143297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1143297.000000 Penalty: 3023.211670
	Iteration 54Q: 3 clusters Score -1143297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1143299.500000 Penalty: 3023.211670
	Iteration 55Q: 3 clusters Score -1143300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1143299.875000 Penalty: 3023.211670
	Iteration 56Q: 3 clusters Score -1143300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1143305.000000 Penalty: 3023.211670
	Iteration 57Q: 3 clusters Score -1143305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1143307.000000 Penalty: 3023.211670
	Iteration 58Q: 3 clusters Score -1143307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1143306.125000 Penalty: 3023.211670
	Iteration 59Q: 3 clusters Score -1143306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1143305.625000 Penalty: 3023.211670
	Iteration 60F: 3 clusters Score -1143306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1143306.125000 Penalty: 3023.211670
	Iteration 61Q: 3 clusters Score -1143306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1143306.750000 Penalty: 3023.211670
	Iteration 62Q: 3 clusters Score -1143307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1143307.875000 Penalty: 3023.211670
	Iteration 63Q: 3 clusters Score -1143308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1143307.875000 Penalty: 3023.211670
	Iteration 64Q: 3 clusters Score -1143308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1143306.875000 Penalty: 3023.211670
	Iteration 65Q: 3 clusters Score -1143307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1143307.500000 Penalty: 3023.211670
	Iteration 66Q: 3 clusters Score -1143308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1143306.750000 Penalty: 3023.211670
	Iteration 67Q: 3 clusters Score -1143307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1143308.250000 Penalty: 3023.211670
	Iteration 68Q: 3 clusters Score -1143308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1143307.750000 Penalty: 3023.211670
	Iteration 69Q: 3 clusters Score -1143308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1143309.000000 Penalty: 3023.211670
	Iteration 70Q: 3 clusters Score -1143309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1143307.500000 Penalty: 3023.211670
	Iteration 71Q: 3 clusters Score -1143308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1143312.000000 Penalty: 3023.211670
	Iteration 72Q: 3 clusters Score -1143312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1143311.500000 Penalty: 3023.211670
	Iteration 73Q: 3 clusters Score -1143312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1143311.500000 Penalty: 3023.211670
	Iteration 74F: 3 clusters Score -1143312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Entering Unmasked Estep 
Score: -3131819.250000 Penalty: 1690.135376
	Iteration 0F: 2 clusters Score -3131819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3109652.500000 Penalty: 3380.270752
	Iteration 0F: 3 clusters Score -3109652 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3118856.750000 Penalty: 3380.270752
	Iteration 1F: 3 clusters Score -3118857 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3120246.000000 Penalty: 3380.270752
	Iteration 2F: 3 clusters Score -3120246 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3121863.750000 Penalty: 3380.270752
	Iteration 3F: 3 clusters Score -3121864 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3123381.000000 Penalty: 3380.270752
	Iteration 4F: 3 clusters Score -3123381 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3124535.500000 Penalty: 3380.270752
	Iteration 5F: 3 clusters Score -3124536 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3125277.250000 Penalty: 3380.270752
	Iteration 6F: 3 clusters Score -3125277 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3125697.750000 Penalty: 3380.270752
	Iteration 7Q: 3 clusters Score -3125698 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3125949.250000 Penalty: 3380.270752
	Iteration 8Q: 3 clusters Score -3125949 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3126113.750000 Penalty: 3380.270752
	Iteration 9Q: 3 clusters Score -3126114 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3126219.500000 Penalty: 3380.270752
	Iteration 10Q: 3 clusters Score -3126220 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3126296.500000 Penalty: 3380.270752
	Iteration 11Q: 3 clusters Score -3126296 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3126347.750000 Penalty: 3380.270752
	Iteration 12Q: 3 clusters Score -3126348 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3126397.250000 Penalty: 3380.270752
	Iteration 13Q: 3 clusters Score -3126397 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3126445.750000 Penalty: 3380.270752
	Iteration 14Q: 3 clusters Score -3126446 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3126491.000000 Penalty: 3380.270752
	Iteration 15Q: 3 clusters Score -3126491 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3126529.000000 Penalty: 3380.270752
	Iteration 16Q: 3 clusters Score -3126529 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3126555.750000 Penalty: 3380.270752
	Iteration 17Q: 3 clusters Score -3126556 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3126610.500000 Penalty: 3380.270752
	Iteration 18Q: 3 clusters Score -3126610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3126650.500000 Penalty: 3380.270752
	Iteration 19Q: 3 clusters Score -3126650 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3126723.250000 Penalty: 3380.270752
	Iteration 20F: 3 clusters Score -3126723 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3126786.750000 Penalty: 3380.270752
	Iteration 21Q: 3 clusters Score -3126787 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3126867.500000 Penalty: 3380.270752
	Iteration 22Q: 3 clusters Score -3126868 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3126972.500000 Penalty: 3380.270752
	Iteration 23Q: 3 clusters Score -3126972 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3127096.500000 Penalty: 3380.270752
	Iteration 24Q: 3 clusters Score -3127096 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3127261.500000 Penalty: 3380.270752
	Iteration 25Q: 3 clusters Score -3127262 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3127427.500000 Penalty: 3380.270752
	Iteration 26Q: 3 clusters Score -3127428 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3127659.750000 Penalty: 3380.270752
	Iteration 27Q: 3 clusters Score -3127660 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3127920.750000 Penalty: 3380.270752
	Iteration 28Q: 3 clusters Score -3127921 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3128219.250000 Penalty: 3380.270752
	Iteration 29Q: 3 clusters Score -3128219 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3128544.500000 Penalty: 3380.270752
	Iteration 30Q: 3 clusters Score -3128544 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3128872.250000 Penalty: 3380.270752
	Iteration 31Q: 3 clusters Score -3128872 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3129180.000000 Penalty: 3380.270752
	Iteration 32Q: 3 clusters Score -3129180 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3129536.500000 Penalty: 3380.270752
	Iteration 33Q: 3 clusters Score -3129536 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3129805.250000 Penalty: 3380.270752
	Iteration 34Q: 3 clusters Score -3129805 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3129994.250000 Penalty: 3380.270752
	Iteration 35Q: 3 clusters Score -3129994 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3130141.250000 Penalty: 3380.270752
	Iteration 36Q: 3 clusters Score -3130141 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3130270.000000 Penalty: 3380.270752
	Iteration 37Q: 3 clusters Score -3130270 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3130354.750000 Penalty: 3380.270752
	Iteration 38Q: 3 clusters Score -3130355 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3130434.750000 Penalty: 3380.270752
	Iteration 39Q: 3 clusters Score -3130435 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3130492.750000 Penalty: 3380.270752
	Iteration 40F: 3 clusters Score -3130493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3130551.000000 Penalty: 3380.270752
	Iteration 41Q: 3 clusters Score -3130551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3130608.750000 Penalty: 3380.270752
	Iteration 42Q: 3 clusters Score -3130609 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3130654.500000 Penalty: 3380.270752
	Iteration 43Q: 3 clusters Score -3130654 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3130701.500000 Penalty: 3380.270752
	Iteration 44Q: 3 clusters Score -3130702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3130754.750000 Penalty: 3380.270752
	Iteration 45Q: 3 clusters Score -3130755 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3130789.000000 Penalty: 3380.270752
	Iteration 46Q: 3 clusters Score -3130789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3130849.750000 Penalty: 3380.270752
	Iteration 47Q: 3 clusters Score -3130850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3130912.000000 Penalty: 3380.270752
	Iteration 48Q: 3 clusters Score -3130912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3130971.250000 Penalty: 3380.270752
	Iteration 49Q: 3 clusters Score -3130971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3131026.500000 Penalty: 3380.270752
	Iteration 50Q: 3 clusters Score -3131026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3131067.250000 Penalty: 3380.270752
	Iteration 51Q: 3 clusters Score -3131067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3131085.000000 Penalty: 3380.270752
	Iteration 52Q: 3 clusters Score -3131085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3131118.750000 Penalty: 3380.270752
	Iteration 53Q: 3 clusters Score -3131119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3131141.250000 Penalty: 3380.270752
	Iteration 54Q: 3 clusters Score -3131141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3131168.750000 Penalty: 3380.270752
	Iteration 55Q: 3 clusters Score -3131169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3131205.250000 Penalty: 3380.270752
	Iteration 56Q: 3 clusters Score -3131205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3131244.000000 Penalty: 3380.270752
	Iteration 57Q: 3 clusters Score -3131244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3131279.250000 Penalty: 3380.270752
	Iteration 58Q: 3 clusters Score -3131279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3131307.250000 Penalty: 3380.270752
	Iteration 59Q: 3 clusters Score -3131307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3131325.500000 Penalty: 3380.270752
	Iteration 60F: 3 clusters Score -3131326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3131349.500000 Penalty: 3380.270752
	Iteration 61Q: 3 clusters Score -3131350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3131359.750000 Penalty: 3380.270752
	Iteration 62Q: 3 clusters Score -3131360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3131369.750000 Penalty: 3380.270752
	Iteration 63Q: 3 clusters Score -3131370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3131383.000000 Penalty: 3380.270752
	Iteration 64Q: 3 clusters Score -3131383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3131381.250000 Penalty: 3380.270752
	Iteration 65Q: 3 clusters Score -3131381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3131391.250000 Penalty: 3380.270752
	Iteration 66Q: 3 clusters Score -3131391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3131392.250000 Penalty: 3380.270752
	Iteration 67Q: 3 clusters Score -3131392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3131388.250000 Penalty: 3380.270752
	Iteration 68Q: 3 clusters Score -3131388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3131395.500000 Penalty: 3380.270752
	Iteration 69Q: 3 clusters Score -3131396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3131392.750000 Penalty: 3380.270752
	Iteration 70Q: 3 clusters Score -3131393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3131392.750000 Penalty: 3380.270752
	Iteration 71Q: 3 clusters Score -3131393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3131394.000000 Penalty: 3380.270752
	Iteration 72Q: 3 clusters Score -3131394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3131394.000000 Penalty: 3380.270752
	Iteration 73F: 3 clusters Score -3131394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Entering Unmasked Estep 
Score: -1682168.500000 Penalty: 1581.370728
	Iteration 0F: 2 clusters Score -1682168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1670597.250000 Penalty: 3162.741455
	Iteration 0F: 3 clusters Score -1670597 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1674660.125000 Penalty: 3162.741455
	Iteration 1F: 3 clusters Score -1674660 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1675288.375000 Penalty: 3162.741455
	Iteration 2F: 3 clusters Score -1675288 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1676016.125000 Penalty: 3162.741455
	Iteration 3F: 3 clusters Score -1676016 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1676944.125000 Penalty: 3162.741455
	Iteration 4F: 3 clusters Score -1676944 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1677790.625000 Penalty: 3162.741455
	Iteration 5F: 3 clusters Score -1677791 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1678472.500000 Penalty: 3162.741455
	Iteration 6F: 3 clusters Score -1678472 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1679011.500000 Penalty: 3162.741455
	Iteration 7F: 3 clusters Score -1679012 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1679397.750000 Penalty: 3162.741455
	Iteration 8Q: 3 clusters Score -1679398 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1679674.875000 Penalty: 3162.741455
	Iteration 9Q: 3 clusters Score -1679675 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1679905.375000 Penalty: 3162.741455
	Iteration 10Q: 3 clusters Score -1679905 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1680057.125000 Penalty: 3162.741455
	Iteration 11Q: 3 clusters Score -1680057 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1680164.750000 Penalty: 3162.741455
	Iteration 12Q: 3 clusters Score -1680165 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1680251.125000 Penalty: 3162.741455
	Iteration 13Q: 3 clusters Score -1680251 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1680333.250000 Penalty: 3162.741455
	Iteration 14Q: 3 clusters Score -1680333 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1680393.625000 Penalty: 3162.741455
	Iteration 15Q: 3 clusters Score -1680394 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1680428.875000 Penalty: 3162.741455
	Iteration 16Q: 3 clusters Score -1680429 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1680458.000000 Penalty: 3162.741455
	Iteration 17Q: 3 clusters Score -1680458 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1680473.000000 Penalty: 3162.741455
	Iteration 18Q: 3 clusters Score -1680473 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1680487.125000 Penalty: 3162.741455
	Iteration 19Q: 3 clusters Score -1680487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1680503.125000 Penalty: 3162.741455
	Iteration 20F: 3 clusters Score -1680503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1680509.750000 Penalty: 3162.741455
	Iteration 21Q: 3 clusters Score -1680510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1680521.750000 Penalty: 3162.741455
	Iteration 22Q: 3 clusters Score -1680522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1680533.375000 Penalty: 3162.741455
	Iteration 23Q: 3 clusters Score -1680533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1680538.750000 Penalty: 3162.741455
	Iteration 24Q: 3 clusters Score -1680539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1680547.375000 Penalty: 3162.741455
	Iteration 25Q: 3 clusters Score -1680547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1680542.000000 Penalty: 3162.741455
	Iteration 26Q: 3 clusters Score -1680542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1680551.375000 Penalty: 3162.741455
	Iteration 27Q: 3 clusters Score -1680551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1680558.750000 Penalty: 3162.741455
	Iteration 28Q: 3 clusters Score -1680559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1680564.500000 Penalty: 3162.741455
	Iteration 29Q: 3 clusters Score -1680564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1680567.625000 Penalty: 3162.741455
	Iteration 30Q: 3 clusters Score -1680568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1680577.000000 Penalty: 3162.741455
	Iteration 31Q: 3 clusters Score -1680577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1680574.375000 Penalty: 3162.741455
	Iteration 32Q: 3 clusters Score -1680574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1680579.000000 Penalty: 3162.741455
	Iteration 33Q: 3 clusters Score -1680579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1680588.250000 Penalty: 3162.741455
	Iteration 34Q: 3 clusters Score -1680588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1680585.375000 Penalty: 3162.741455
	Iteration 35Q: 3 clusters Score -1680585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1680588.625000 Penalty: 3162.741455
	Iteration 36Q: 3 clusters Score -1680589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1680593.500000 Penalty: 3162.741455
	Iteration 37Q: 3 clusters Score -1680594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1680594.375000 Penalty: 3162.741455
	Iteration 38Q: 3 clusters Score -1680594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1680599.750000 Penalty: 3162.741455
	Iteration 39Q: 3 clusters Score -1680600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1680603.500000 Penalty: 3162.741455
	Iteration 40F: 3 clusters Score -1680604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1680611.750000 Penalty: 3162.741455
	Iteration 41Q: 3 clusters Score -1680612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1680619.500000 Penalty: 3162.741455
	Iteration 42Q: 3 clusters Score -1680620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1680624.500000 Penalty: 3162.741455
	Iteration 43Q: 3 clusters Score -1680624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1680635.750000 Penalty: 3162.741455
	Iteration 44Q: 3 clusters Score -1680636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1680637.875000 Penalty: 3162.741455
	Iteration 45Q: 3 clusters Score -1680638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1680642.875000 Penalty: 3162.741455
	Iteration 46Q: 3 clusters Score -1680643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1680649.125000 Penalty: 3162.741455
	Iteration 47Q: 3 clusters Score -1680649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1680657.000000 Penalty: 3162.741455
	Iteration 48Q: 3 clusters Score -1680657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1680660.875000 Penalty: 3162.741455
	Iteration 49Q: 3 clusters Score -1680661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1680670.250000 Penalty: 3162.741455
	Iteration 50Q: 3 clusters Score -1680670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1680678.500000 Penalty: 3162.741455
	Iteration 51Q: 3 clusters Score -1680678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1680678.500000 Penalty: 3162.741455
	Iteration 52Q: 3 clusters Score -1680678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1680689.500000 Penalty: 3162.741455
	Iteration 53Q: 3 clusters Score -1680690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1680694.625000 Penalty: 3162.741455
	Iteration 54Q: 3 clusters Score -1680695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1680704.375000 Penalty: 3162.741455
	Iteration 55Q: 3 clusters Score -1680704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1680702.125000 Penalty: 3162.741455
	Iteration 56Q: 3 clusters Score -1680702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1680706.875000 Penalty: 3162.741455
	Iteration 57Q: 3 clusters Score -1680707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1680708.750000 Penalty: 3162.741455
	Iteration 58Q: 3 clusters Score -1680709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1680709.125000 Penalty: 3162.741455
	Iteration 59Q: 3 clusters Score -1680709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1680714.375000 Penalty: 3162.741455
	Iteration 60F: 3 clusters Score -1680714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1680722.875000 Penalty: 3162.741455
	Iteration 61Q: 3 clusters Score -1680723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1680730.125000 Penalty: 3162.741455
	Iteration 62Q: 3 clusters Score -1680730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1680736.875000 Penalty: 3162.741455
	Iteration 63Q: 3 clusters Score -1680737 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1680750.500000 Penalty: 3162.741455
	Iteration 64Q: 3 clusters Score -1680750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1680776.375000 Penalty: 3162.741455
	Iteration 65Q: 3 clusters Score -1680776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1680795.500000 Penalty: 3162.741455
	Iteration 66Q: 3 clusters Score -1680796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1680827.125000 Penalty: 3162.741455
	Iteration 67Q: 3 clusters Score -1680827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1680864.375000 Penalty: 3162.741455
	Iteration 68Q: 3 clusters Score -1680864 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1680903.750000 Penalty: 3162.741455
	Iteration 69Q: 3 clusters Score -1680904 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1680951.750000 Penalty: 3162.741455
	Iteration 70Q: 3 clusters Score -1680952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1681008.250000 Penalty: 3162.741455
	Iteration 71Q: 3 clusters Score -1681008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1681074.875000 Penalty: 3162.741455
	Iteration 72Q: 3 clusters Score -1681075 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1681130.125000 Penalty: 3162.741455
	Iteration 73Q: 3 clusters Score -1681130 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1681185.500000 Penalty: 3162.741455
	Iteration 74Q: 3 clusters Score -1681186 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1681235.250000 Penalty: 3162.741455
	Iteration 75Q: 3 clusters Score -1681235 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1681300.000000 Penalty: 3162.741455
	Iteration 76Q: 3 clusters Score -1681300 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1681352.375000 Penalty: 3162.741455
	Iteration 77Q: 3 clusters Score -1681352 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1681417.625000 Penalty: 3162.741455
	Iteration 78Q: 3 clusters Score -1681418 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1681473.875000 Penalty: 3162.741455
	Iteration 79Q: 3 clusters Score -1681474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1681514.500000 Penalty: 3162.741455
	Iteration 80F: 3 clusters Score -1681514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1681550.875000 Penalty: 3162.741455
	Iteration 81Q: 3 clusters Score -1681551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1681581.500000 Penalty: 3162.741455
	Iteration 82Q: 3 clusters Score -1681582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1681626.750000 Penalty: 3162.741455
	Iteration 83Q: 3 clusters Score -1681627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1681654.500000 Penalty: 3162.741455
	Iteration 84Q: 3 clusters Score -1681654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1681681.000000 Penalty: 3162.741455
	Iteration 85Q: 3 clusters Score -1681681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1681695.625000 Penalty: 3162.741455
	Iteration 86Q: 3 clusters Score -1681696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1681716.875000 Penalty: 3162.741455
	Iteration 87Q: 3 clusters Score -1681717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1681736.625000 Penalty: 3162.741455
	Iteration 88Q: 3 clusters Score -1681737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1681742.750000 Penalty: 3162.741455
	Iteration 89Q: 3 clusters Score -1681743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1681748.875000 Penalty: 3162.741455
	Iteration 90Q: 3 clusters Score -1681749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1681754.750000 Penalty: 3162.741455
	Iteration 91Q: 3 clusters Score -1681755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1681759.125000 Penalty: 3162.741455
	Iteration 92Q: 3 clusters Score -1681759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1681765.250000 Penalty: 3162.741455
	Iteration 93Q: 3 clusters Score -1681765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1681770.750000 Penalty: 3162.741455
	Iteration 94Q: 3 clusters Score -1681771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1681772.750000 Penalty: 3162.741455
	Iteration 95Q: 3 clusters Score -1681773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1681776.000000 Penalty: 3162.741455
	Iteration 96Q: 3 clusters Score -1681776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1681775.375000 Penalty: 3162.741455
	Iteration 97Q: 3 clusters Score -1681775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1681780.000000 Penalty: 3162.741455
	Iteration 98Q: 3 clusters Score -1681780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1681784.500000 Penalty: 3162.741455
	Iteration 99Q: 3 clusters Score -1681784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1681784.500000 Penalty: 3162.741455
	Iteration 100F: 3 clusters Score -1681784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1681788.000000 Penalty: 3162.741455
	Iteration 101Q: 3 clusters Score -1681788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1681787.875000 Penalty: 3162.741455
	Iteration 102Q: 3 clusters Score -1681788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1681788.250000 Penalty: 3162.741455
	Iteration 103Q: 3 clusters Score -1681788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1681787.750000 Penalty: 3162.741455
	Iteration 104Q: 3 clusters Score -1681788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1681788.500000 Penalty: 3162.741455
	Iteration 105Q: 3 clusters Score -1681788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1681788.500000 Penalty: 3162.741455
	Iteration 106F: 3 clusters Score -1681788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Entering Unmasked Estep 
Score: -2141213.750000 Penalty: 1612.167847
	Iteration 0F: 2 clusters Score -2141214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2127287.000000 Penalty: 3224.335693
	Iteration 0F: 3 clusters Score -2127287 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2132435.000000 Penalty: 3224.335693
	Iteration 1F: 3 clusters Score -2132435 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2132938.500000 Penalty: 3224.335693
	Iteration 2F: 3 clusters Score -2132938 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2133468.250000 Penalty: 3224.335693
	Iteration 3F: 3 clusters Score -2133468 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2134031.250000 Penalty: 3224.335693
	Iteration 4F: 3 clusters Score -2134031 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2134604.000000 Penalty: 3224.335693
	Iteration 5F: 3 clusters Score -2134604 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2135267.750000 Penalty: 3224.335693
	Iteration 6Q: 3 clusters Score -2135268 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2135900.500000 Penalty: 3224.335693
	Iteration 7F: 3 clusters Score -2135900 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2136485.250000 Penalty: 3224.335693
	Iteration 8Q: 3 clusters Score -2136485 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2136932.500000 Penalty: 3224.335693
	Iteration 9Q: 3 clusters Score -2136932 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2137283.250000 Penalty: 3224.335693
	Iteration 10Q: 3 clusters Score -2137283 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2137577.750000 Penalty: 3224.335693
	Iteration 11Q: 3 clusters Score -2137578 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2137834.750000 Penalty: 3224.335693
	Iteration 12Q: 3 clusters Score -2137835 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2138040.000000 Penalty: 3224.335693
	Iteration 13Q: 3 clusters Score -2138040 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2138208.250000 Penalty: 3224.335693
	Iteration 14Q: 3 clusters Score -2138208 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2138320.750000 Penalty: 3224.335693
	Iteration 15Q: 3 clusters Score -2138321 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2138392.500000 Penalty: 3224.335693
	Iteration 16Q: 3 clusters Score -2138392 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2138444.000000 Penalty: 3224.335693
	Iteration 17Q: 3 clusters Score -2138444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2138478.500000 Penalty: 3224.335693
	Iteration 18Q: 3 clusters Score -2138478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2138504.500000 Penalty: 3224.335693
	Iteration 19Q: 3 clusters Score -2138504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2138535.750000 Penalty: 3224.335693
	Iteration 20F: 3 clusters Score -2138536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2138557.250000 Penalty: 3224.335693
	Iteration 21Q: 3 clusters Score -2138557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2138583.000000 Penalty: 3224.335693
	Iteration 22Q: 3 clusters Score -2138583 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2138624.000000 Penalty: 3224.335693
	Iteration 23Q: 3 clusters Score -2138624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2138660.250000 Penalty: 3224.335693
	Iteration 24Q: 3 clusters Score -2138660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2138693.000000 Penalty: 3224.335693
	Iteration 25Q: 3 clusters Score -2138693 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2138706.250000 Penalty: 3224.335693
	Iteration 26Q: 3 clusters Score -2138706 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2138726.250000 Penalty: 3224.335693
	Iteration 27Q: 3 clusters Score -2138726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2138739.250000 Penalty: 3224.335693
	Iteration 28Q: 3 clusters Score -2138739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2138741.500000 Penalty: 3224.335693
	Iteration 29Q: 3 clusters Score -2138742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2138750.250000 Penalty: 3224.335693
	Iteration 30Q: 3 clusters Score -2138750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2138755.500000 Penalty: 3224.335693
	Iteration 31Q: 3 clusters Score -2138756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2138755.750000 Penalty: 3224.335693
	Iteration 32Q: 3 clusters Score -2138756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2138760.500000 Penalty: 3224.335693
	Iteration 33Q: 3 clusters Score -2138760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2138765.500000 Penalty: 3224.335693
	Iteration 34Q: 3 clusters Score -2138766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2138771.750000 Penalty: 3224.335693
	Iteration 35Q: 3 clusters Score -2138772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2138772.500000 Penalty: 3224.335693
	Iteration 36Q: 3 clusters Score -2138772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2138769.750000 Penalty: 3224.335693
	Iteration 37Q: 3 clusters Score -2138770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2138771.750000 Penalty: 3224.335693
	Iteration 38Q: 3 clusters Score -2138772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2138779.000000 Penalty: 3224.335693
	Iteration 39Q: 3 clusters Score -2138779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2138780.500000 Penalty: 3224.335693
	Iteration 40F: 3 clusters Score -2138780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2138779.250000 Penalty: 3224.335693
	Iteration 41Q: 3 clusters Score -2138779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2138781.000000 Penalty: 3224.335693
	Iteration 42Q: 3 clusters Score -2138781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2138780.250000 Penalty: 3224.335693
	Iteration 43Q: 3 clusters Score -2138780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2138781.500000 Penalty: 3224.335693
	Iteration 44Q: 3 clusters Score -2138782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2138783.250000 Penalty: 3224.335693
	Iteration 45Q: 3 clusters Score -2138783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2138780.250000 Penalty: 3224.335693
	Iteration 46Q: 3 clusters Score -2138780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2138778.250000 Penalty: 3224.335693
	Iteration 47Q: 3 clusters Score -2138778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2138779.250000 Penalty: 3224.335693
	Iteration 48Q: 3 clusters Score -2138779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2138788.000000 Penalty: 3224.335693
	Iteration 49Q: 3 clusters Score -2138788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2138787.500000 Penalty: 3224.335693
	Iteration 50Q: 3 clusters Score -2138788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2138790.000000 Penalty: 3224.335693
	Iteration 51Q: 3 clusters Score -2138790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2138787.750000 Penalty: 3224.335693
	Iteration 52Q: 3 clusters Score -2138788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2138789.250000 Penalty: 3224.335693
	Iteration 53Q: 3 clusters Score -2138789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2138792.500000 Penalty: 3224.335693
	Iteration 54Q: 3 clusters Score -2138792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2138789.750000 Penalty: 3224.335693
	Iteration 55Q: 3 clusters Score -2138790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2138789.000000 Penalty: 3224.335693
	Iteration 56Q: 3 clusters Score -2138789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2138795.250000 Penalty: 3224.335693
	Iteration 57Q: 3 clusters Score -2138795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2138792.500000 Penalty: 3224.335693
	Iteration 58Q: 3 clusters Score -2138792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2138790.250000 Penalty: 3224.335693
	Iteration 59Q: 3 clusters Score -2138790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2138792.500000 Penalty: 3224.335693
	Iteration 60F: 3 clusters Score -2138792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2138794.000000 Penalty: 3224.335693
	Iteration 61Q: 3 clusters Score -2138794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2138793.750000 Penalty: 3224.335693
	Iteration 62Q: 3 clusters Score -2138794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2138796.750000 Penalty: 3224.335693
	Iteration 63Q: 3 clusters Score -2138797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2138796.750000 Penalty: 3224.335693
	Iteration 64F: 3 clusters Score -2138797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -108462.148438 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -108462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106846.351562 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -106846.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -107469.460938 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -107469.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107782.914062 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -107782.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -108001.398438 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -108001.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -108132.335938 Penalty: 2332.034180
	Iteration 4F: 3 clusters Score -108132.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -108221.687500 Penalty: 2332.034180
	Iteration 5Q: 3 clusters Score -108221.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108277.093750 Penalty: 2332.034180
	Iteration 6Q: 3 clusters Score -108277.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108330.765625 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -108330.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108355.929688 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -108355.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108371.851562 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -108371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -108396.601562 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -108396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -108404.890625 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -108404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108408.398438 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -108408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108412.492188 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -108412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -108418.273438 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -108418.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108428.367188 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -108428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108429.312500 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -108429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108430.679688 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -108430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108433.289062 Penalty: 2332.034180
	Iteration 18Q: 3 clusters Score -108433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108434.929688 Penalty: 2332.034180
	Iteration 19Q: 3 clusters Score -108434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108435.445312 Penalty: 2332.034180
	Iteration 20F: 3 clusters Score -108435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Entering Unmasked Estep 
Score: -8680515.000000 Penalty: 1840.395508
	Iteration 0F: 2 clusters Score -8680515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -8625173.000000 Penalty: 3680.791016
	Iteration 0F: 3 clusters Score -8625173 nChanged 39465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8648449.000000 Penalty: 3680.791016
	Iteration 1F: 3 clusters Score -8648449 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8649383.000000 Penalty: 3680.791016
	Iteration 2Q: 3 clusters Score -8649383 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8650393.000000 Penalty: 3680.791016
	Iteration 3Q: 3 clusters Score -8650393 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8651428.000000 Penalty: 3680.791016
	Iteration 4Q: 3 clusters Score -8651428 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8652611.000000 Penalty: 3680.791016
	Iteration 5Q: 3 clusters Score -8652611 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8653975.000000 Penalty: 3680.791016
	Iteration 6Q: 3 clusters Score -8653975 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8655803.000000 Penalty: 3680.791016
	Iteration 7Q: 3 clusters Score -8655803 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8658064.000000 Penalty: 3680.791016
	Iteration 8Q: 3 clusters Score -8658064 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8660553.000000 Penalty: 3680.791016
	Iteration 9F: 3 clusters Score -8660553 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8663094.000000 Penalty: 3680.791016
	Iteration 10F: 3 clusters Score -8663094 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8665180.000000 Penalty: 3680.791016
	Iteration 11Q: 3 clusters Score -8665180 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -8666240.000000 Penalty: 3680.791016
	Iteration 12Q: 3 clusters Score -8666240 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -8666766.000000 Penalty: 3680.791016
	Iteration 13Q: 3 clusters Score -8666766 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -8667092.000000 Penalty: 3680.791016
	Iteration 14Q: 3 clusters Score -8667092 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -8667405.000000 Penalty: 3680.791016
	Iteration 15Q: 3 clusters Score -8667405 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -8667712.000000 Penalty: 3680.791016
	Iteration 16Q: 3 clusters Score -8667712 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -8668101.000000 Penalty: 3680.791016
	Iteration 17Q: 3 clusters Score -8668101 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -8668512.000000 Penalty: 3680.791016
	Iteration 18Q: 3 clusters Score -8668512 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -8669076.000000 Penalty: 3680.791016
	Iteration 19Q: 3 clusters Score -8669076 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -8669670.000000 Penalty: 3680.791016
	Iteration 20F: 3 clusters Score -8669670 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -8670258.000000 Penalty: 3680.791016
	Iteration 21Q: 3 clusters Score -8670258 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -8670868.000000 Penalty: 3680.791016
	Iteration 22Q: 3 clusters Score -8670868 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -8671498.000000 Penalty: 3680.791016
	Iteration 23Q: 3 clusters Score -8671498 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -8672107.000000 Penalty: 3680.791016
	Iteration 24Q: 3 clusters Score -8672107 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -8672667.000000 Penalty: 3680.791016
	Iteration 25Q: 3 clusters Score -8672667 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -8673223.000000 Penalty: 3680.791016
	Iteration 26Q: 3 clusters Score -8673223 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -8673774.000000 Penalty: 3680.791016
	Iteration 27Q: 3 clusters Score -8673774 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -8674261.000000 Penalty: 3680.791016
	Iteration 28Q: 3 clusters Score -8674261 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -8674771.000000 Penalty: 3680.791016
	Iteration 29Q: 3 clusters Score -8674771 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -8675233.000000 Penalty: 3680.791016
	Iteration 30Q: 3 clusters Score -8675233 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -8675733.000000 Penalty: 3680.791016
	Iteration 31Q: 3 clusters Score -8675733 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -8676152.000000 Penalty: 3680.791016
	Iteration 32Q: 3 clusters Score -8676152 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -8676598.000000 Penalty: 3680.791016
	Iteration 33Q: 3 clusters Score -8676598 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -8676938.000000 Penalty: 3680.791016
	Iteration 34Q: 3 clusters Score -8676938 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
Score: -8677267.000000 Penalty: 3680.791016
	Iteration 35Q: 3 clusters Score -8677267 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -8677532.000000 Penalty: 3680.791016
	Iteration 36Q: 3 clusters Score -8677532 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -8677810.000000 Penalty: 3680.791016
	Iteration 37Q: 3 clusters Score -8677810 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -8678009.000000 Penalty: 3680.791016
	Iteration 38Q: 3 clusters Score -8678009 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -8678232.000000 Penalty: 3680.791016
	Iteration 39Q: 3 clusters Score -8678232 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -8678425.000000 Penalty: 3680.791016
	Iteration 40F: 3 clusters Score -8678425 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -8678525.000000 Penalty: 3680.791016
	Iteration 41Q: 3 clusters Score -8678525 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -8678655.000000 Penalty: 3680.791016
	Iteration 42Q: 3 clusters Score -8678655 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -8678826.000000 Penalty: 3680.791016
	Iteration 43Q: 3 clusters Score -8678826 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -8678963.000000 Penalty: 3680.791016
	Iteration 44Q: 3 clusters Score -8678963 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -8679073.000000 Penalty: 3680.791016
	Iteration 45Q: 3 clusters Score -8679073 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -8679142.000000 Penalty: 3680.791016
	Iteration 46Q: 3 clusters Score -8679142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -8679207.000000 Penalty: 3680.791016
	Iteration 47Q: 3 clusters Score -8679207 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -8679243.000000 Penalty: 3680.791016
	Iteration 48Q: 3 clusters Score -8679243 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -8679306.000000 Penalty: 3680.791016
	Iteration 49Q: 3 clusters Score -8679306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -8679319.000000 Penalty: 3680.791016
	Iteration 50Q: 3 clusters Score -8679319 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -8679360.000000 Penalty: 3680.791016
	Iteration 51Q: 3 clusters Score -8679360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -8679423.000000 Penalty: 3680.791016
	Iteration 52Q: 3 clusters Score -8679423 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
Score: -8679501.000000 Penalty: 3680.791016
	Iteration 53Q: 3 clusters Score -8679501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -8679561.000000 Penalty: 3680.791016
	Iteration 54Q: 3 clusters Score -8679561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -8679633.000000 Penalty: 3680.791016
	Iteration 55Q: 3 clusters Score -8679633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -8679666.000000 Penalty: 3680.791016
	Iteration 56Q: 3 clusters Score -8679666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -8679698.000000 Penalty: 3680.791016
	Iteration 57Q: 3 clusters Score -8679698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -8679730.000000 Penalty: 3680.791016
	Iteration 58Q: 3 clusters Score -8679730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -8679728.000000 Penalty: 3680.791016
	Iteration 59Q: 3 clusters Score -8679728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -8679751.000000 Penalty: 3680.791016
	Iteration 60F: 3 clusters Score -8679751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -8679748.000000 Penalty: 3680.791016
	Iteration 61Q: 3 clusters Score -8679748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -8679755.000000 Penalty: 3680.791016
	Iteration 62Q: 3 clusters Score -8679755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -8679760.000000 Penalty: 3680.791016
	Iteration 63Q: 3 clusters Score -8679760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -8679756.000000 Penalty: 3680.791016
	Iteration 64Q: 3 clusters Score -8679756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -8679759.000000 Penalty: 3680.791016
	Iteration 65Q: 3 clusters Score -8679759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -8679760.000000 Penalty: 3680.791016
	Iteration 66Q: 3 clusters Score -8679760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -8679760.000000 Penalty: 3680.791016
	Iteration 67Q: 3 clusters Score -8679760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -8679760.000000 Penalty: 3680.791016
	Iteration 68Q: 3 clusters Score -8679760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -8679760.000000 Penalty: 3680.791016
	Iteration 69F: 3 clusters Score -8679760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188914 members 
Entering Unmasked Estep 
Score: -19674152.000000 Penalty: 1974.220093
	Iteration 0F: 2 clusters Score -1.967415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 94364 members 
Entering Unmasked Estep 
Score: -19553422.000000 Penalty: 3948.440186
	Iteration 0F: 3 clusters Score -1.955342e+07 nChanged 91521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -19608256.000000 Penalty: 3948.440186
	Iteration 1F: 3 clusters Score -1.960826e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -19609486.000000 Penalty: 3948.440186
	Iteration 2Q: 3 clusters Score -1.960949e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -19611034.000000 Penalty: 3948.440186
	Iteration 3Q: 3 clusters Score -1.961103e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -19613152.000000 Penalty: 3948.440186
	Iteration 4Q: 3 clusters Score -1.961315e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -19615906.000000 Penalty: 3948.440186
	Iteration 5Q: 3 clusters Score -1.961591e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -19620052.000000 Penalty: 3948.440186
	Iteration 6Q: 3 clusters Score -1.962005e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -19626470.000000 Penalty: 3948.440186
	Iteration 7F: 3 clusters Score -1.962647e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -19634562.000000 Penalty: 3948.440186
	Iteration 8F: 3 clusters Score -1.963456e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138934 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -19643260.000000 Penalty: 3948.440186
	Iteration 9F: 3 clusters Score -1.964326e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -19650078.000000 Penalty: 3948.440186
	Iteration 10F: 3 clusters Score -1.965008e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -19654560.000000 Penalty: 3948.440186
	Iteration 11Q: 3 clusters Score -1.965456e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -19657416.000000 Penalty: 3948.440186
	Iteration 12Q: 3 clusters Score -1.965742e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163303 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -19659498.000000 Penalty: 3948.440186
	Iteration 13Q: 3 clusters Score -1.96595e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -19661714.000000 Penalty: 3948.440186
	Iteration 14Q: 3 clusters Score -1.966171e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -19663630.000000 Penalty: 3948.440186
	Iteration 15Q: 3 clusters Score -1.966363e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176300 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -19665452.000000 Penalty: 3948.440186
	Iteration 16Q: 3 clusters Score -1.966545e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179675 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -19666998.000000 Penalty: 3948.440186
	Iteration 17Q: 3 clusters Score -1.9667e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182473 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -19668454.000000 Penalty: 3948.440186
	Iteration 18Q: 3 clusters Score -1.966845e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184663 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -19669872.000000 Penalty: 3948.440186
	Iteration 19Q: 3 clusters Score -1.966987e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186308 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19670914.000000 Penalty: 3948.440186
	Iteration 20F: 3 clusters Score -1.967091e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187384 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19671580.000000 Penalty: 3948.440186
	Iteration 21Q: 3 clusters Score -1.967158e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187950 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19671862.000000 Penalty: 3948.440186
	Iteration 22Q: 3 clusters Score -1.967186e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19672108.000000 Penalty: 3948.440186
	Iteration 23Q: 3 clusters Score -1.967211e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188430 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19672216.000000 Penalty: 3948.440186
	Iteration 24Q: 3 clusters Score -1.967222e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188521 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19672314.000000 Penalty: 3948.440186
	Iteration 25Q: 3 clusters Score -1.967231e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19672346.000000 Penalty: 3948.440186
	Iteration 26Q: 3 clusters Score -1.967235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19672388.000000 Penalty: 3948.440186
	Iteration 27Q: 3 clusters Score -1.967239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188633 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19672388.000000 Penalty: 3948.440186
	Iteration 28Q: 3 clusters Score -1.967239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188642 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19672392.000000 Penalty: 3948.440186
	Iteration 29Q: 3 clusters Score -1.967239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188647 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19672404.000000 Penalty: 3948.440186
	Iteration 30Q: 3 clusters Score -1.96724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188653 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19672406.000000 Penalty: 3948.440186
	Iteration 31Q: 3 clusters Score -1.967241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188652 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19672414.000000 Penalty: 3948.440186
	Iteration 32Q: 3 clusters Score -1.967241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188653 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19672416.000000 Penalty: 3948.440186
	Iteration 33Q: 3 clusters Score -1.967242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188653 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19672416.000000 Penalty: 3948.440186
	Iteration 34F: 3 clusters Score -1.967242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (115139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Entering Unmasked Estep 
Score: -12052565.000000 Penalty: 1893.758057
	Iteration 0F: 2 clusters Score -1.205256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -11975946.000000 Penalty: 3787.516113
	Iteration 0F: 3 clusters Score -1.197595e+07 nChanged 55093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -12007821.000000 Penalty: 3787.516113
	Iteration 1F: 3 clusters Score -1.200782e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -12008855.000000 Penalty: 3787.516113
	Iteration 2Q: 3 clusters Score -1.200886e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -12010108.000000 Penalty: 3787.516113
	Iteration 3Q: 3 clusters Score -1.201011e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -12012119.000000 Penalty: 3787.516113
	Iteration 4Q: 3 clusters Score -1.201212e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -12014542.000000 Penalty: 3787.516113
	Iteration 5Q: 3 clusters Score -1.201454e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -12017937.000000 Penalty: 3787.516113
	Iteration 6F: 3 clusters Score -1.201794e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -12021870.000000 Penalty: 3787.516113
	Iteration 7F: 3 clusters Score -1.202187e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -12026483.000000 Penalty: 3787.516113
	Iteration 8F: 3 clusters Score -1.202648e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -12031498.000000 Penalty: 3787.516113
	Iteration 9F: 3 clusters Score -1.20315e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -12036398.000000 Penalty: 3787.516113
	Iteration 10F: 3 clusters Score -1.20364e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -12040835.000000 Penalty: 3787.516113
	Iteration 11F: 3 clusters Score -1.204084e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -12044476.000000 Penalty: 3787.516113
	Iteration 12Q: 3 clusters Score -1.204448e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -12047133.000000 Penalty: 3787.516113
	Iteration 13Q: 3 clusters Score -1.204713e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -12048720.000000 Penalty: 3787.516113
	Iteration 14Q: 3 clusters Score -1.204872e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112882 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -12049677.000000 Penalty: 3787.516113
	Iteration 15Q: 3 clusters Score -1.204968e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12050243.000000 Penalty: 3787.516113
	Iteration 16Q: 3 clusters Score -1.205024e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -12050523.000000 Penalty: 3787.516113
	Iteration 17Q: 3 clusters Score -1.205052e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114309 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12050668.000000 Penalty: 3787.516113
	Iteration 18Q: 3 clusters Score -1.205067e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12050743.000000 Penalty: 3787.516113
	Iteration 19Q: 3 clusters Score -1.205074e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114528 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12050822.000000 Penalty: 3787.516113
	Iteration 20F: 3 clusters Score -1.205082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12050886.000000 Penalty: 3787.516113
	Iteration 21Q: 3 clusters Score -1.205089e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12050927.000000 Penalty: 3787.516113
	Iteration 22Q: 3 clusters Score -1.205093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114634 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12050951.000000 Penalty: 3787.516113
	Iteration 23Q: 3 clusters Score -1.205095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12050970.000000 Penalty: 3787.516113
	Iteration 24Q: 3 clusters Score -1.205097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12050984.000000 Penalty: 3787.516113
	Iteration 25Q: 3 clusters Score -1.205098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12050984.000000 Penalty: 3787.516113
	Iteration 26Q: 3 clusters Score -1.205098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114681 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12051004.000000 Penalty: 3787.516113
	Iteration 27Q: 3 clusters Score -1.2051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12051013.000000 Penalty: 3787.516113
	Iteration 28Q: 3 clusters Score -1.205101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114689 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12051013.000000 Penalty: 3787.516113
	Iteration 29Q: 3 clusters Score -1.205101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12051028.000000 Penalty: 3787.516113
	Iteration 30Q: 3 clusters Score -1.205103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12051023.000000 Penalty: 3787.516113
	Iteration 31Q: 3 clusters Score -1.205102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12051031.000000 Penalty: 3787.516113
	Iteration 32Q: 3 clusters Score -1.205103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12051044.000000 Penalty: 3787.516113
	Iteration 33Q: 3 clusters Score -1.205104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12051042.000000 Penalty: 3787.516113
	Iteration 34Q: 3 clusters Score -1.205104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12051042.000000 Penalty: 3787.516113
	Iteration 35Q: 3 clusters Score -1.205104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12051048.000000 Penalty: 3787.516113
	Iteration 36Q: 3 clusters Score -1.205105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12051048.000000 Penalty: 3787.516113
	Iteration 37Q: 3 clusters Score -1.205105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12051049.000000 Penalty: 3787.516113
	Iteration 38Q: 3 clusters Score -1.205105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12051049.000000 Penalty: 3787.516113
	Iteration 39F: 3 clusters Score -1.205105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -1178072.250000 Penalty: 1520.882690
	Iteration 0F: 2 clusters Score -1178072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1169879.750000 Penalty: 3041.765381
	Iteration 0F: 3 clusters Score -1169880 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1172711.125000 Penalty: 3041.765381
	Iteration 1F: 3 clusters Score -1172711 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1173053.625000 Penalty: 3041.765381
	Iteration 2F: 3 clusters Score -1173054 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1173357.750000 Penalty: 3041.765381
	Iteration 3F: 3 clusters Score -1173358 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1173636.375000 Penalty: 3041.765381
	Iteration 4Q: 3 clusters Score -1173636 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1173907.375000 Penalty: 3041.765381
	Iteration 5Q: 3 clusters Score -1173907 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1174137.375000 Penalty: 3041.765381
	Iteration 6Q: 3 clusters Score -1174137 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1174347.500000 Penalty: 3041.765381
	Iteration 7Q: 3 clusters Score -1174348 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1174548.750000 Penalty: 3041.765381
	Iteration 8Q: 3 clusters Score -1174549 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1174768.000000 Penalty: 3041.765381
	Iteration 9Q: 3 clusters Score -1174768 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1174989.250000 Penalty: 3041.765381
	Iteration 10Q: 3 clusters Score -1174989 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1175225.875000 Penalty: 3041.765381
	Iteration 11Q: 3 clusters Score -1175226 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1175478.250000 Penalty: 3041.765381
	Iteration 12Q: 3 clusters Score -1175478 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1175751.375000 Penalty: 3041.765381
	Iteration 13Q: 3 clusters Score -1175751 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1175982.125000 Penalty: 3041.765381
	Iteration 14Q: 3 clusters Score -1175982 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1176214.625000 Penalty: 3041.765381
	Iteration 15Q: 3 clusters Score -1176215 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1176426.250000 Penalty: 3041.765381
	Iteration 16Q: 3 clusters Score -1176426 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1176616.750000 Penalty: 3041.765381
	Iteration 17Q: 3 clusters Score -1176617 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1176770.875000 Penalty: 3041.765381
	Iteration 18Q: 3 clusters Score -1176771 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1176883.375000 Penalty: 3041.765381
	Iteration 19Q: 3 clusters Score -1176883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1176969.000000 Penalty: 3041.765381
	Iteration 20F: 3 clusters Score -1176969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1177038.000000 Penalty: 3041.765381
	Iteration 21Q: 3 clusters Score -1177038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1177091.750000 Penalty: 3041.765381
	Iteration 22Q: 3 clusters Score -1177092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1177145.125000 Penalty: 3041.765381
	Iteration 23Q: 3 clusters Score -1177145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1177201.750000 Penalty: 3041.765381
	Iteration 24Q: 3 clusters Score -1177202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1177237.250000 Penalty: 3041.765381
	Iteration 25Q: 3 clusters Score -1177237 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1177274.375000 Penalty: 3041.765381
	Iteration 26Q: 3 clusters Score -1177274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1177315.875000 Penalty: 3041.765381
	Iteration 27Q: 3 clusters Score -1177316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1177350.625000 Penalty: 3041.765381
	Iteration 28Q: 3 clusters Score -1177351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1177370.125000 Penalty: 3041.765381
	Iteration 29Q: 3 clusters Score -1177370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1177396.250000 Penalty: 3041.765381
	Iteration 30Q: 3 clusters Score -1177396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1177417.500000 Penalty: 3041.765381
	Iteration 31Q: 3 clusters Score -1177418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1177435.125000 Penalty: 3041.765381
	Iteration 32Q: 3 clusters Score -1177435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1177455.125000 Penalty: 3041.765381
	Iteration 33Q: 3 clusters Score -1177455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1177468.875000 Penalty: 3041.765381
	Iteration 34Q: 3 clusters Score -1177469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1177475.750000 Penalty: 3041.765381
	Iteration 35Q: 3 clusters Score -1177476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1177480.625000 Penalty: 3041.765381
	Iteration 36Q: 3 clusters Score -1177481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1177487.500000 Penalty: 3041.765381
	Iteration 37Q: 3 clusters Score -1177488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1177494.875000 Penalty: 3041.765381
	Iteration 38Q: 3 clusters Score -1177495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1177502.750000 Penalty: 3041.765381
	Iteration 39Q: 3 clusters Score -1177503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1177504.250000 Penalty: 3041.765381
	Iteration 40F: 3 clusters Score -1177504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1177509.375000 Penalty: 3041.765381
	Iteration 41Q: 3 clusters Score -1177509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1177509.375000 Penalty: 3041.765381
	Iteration 42Q: 3 clusters Score -1177509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1177510.875000 Penalty: 3041.765381
	Iteration 43Q: 3 clusters Score -1177511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1177510.875000 Penalty: 3041.765381
	Iteration 44F: 3 clusters Score -1177511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -551242.562500 Penalty: 1400.356934
	Iteration 0F: 2 clusters Score -551242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -546990.500000 Penalty: 2800.713867
	Iteration 0F: 3 clusters Score -546990.5 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -548303.562500 Penalty: 2800.713867
	Iteration 1F: 3 clusters Score -548303.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -548692.062500 Penalty: 2800.713867
	Iteration 2F: 3 clusters Score -548692.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -549240.187500 Penalty: 2800.713867
	Iteration 3F: 3 clusters Score -549240.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -549914.437500 Penalty: 2800.713867
	Iteration 4F: 3 clusters Score -549914.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -550402.125000 Penalty: 2800.713867
	Iteration 5F: 3 clusters Score -550402.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -550664.375000 Penalty: 2800.713867
	Iteration 6F: 3 clusters Score -550664.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -550814.875000 Penalty: 2800.713867
	Iteration 7Q: 3 clusters Score -550814.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -550919.562500 Penalty: 2800.713867
	Iteration 8Q: 3 clusters Score -550919.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -550983.812500 Penalty: 2800.713867
	Iteration 9Q: 3 clusters Score -550983.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -551030.062500 Penalty: 2800.713867
	Iteration 10Q: 3 clusters Score -551030.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -551075.312500 Penalty: 2800.713867
	Iteration 11Q: 3 clusters Score -551075.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -551110.000000 Penalty: 2800.713867
	Iteration 12Q: 3 clusters Score -551110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -551144.500000 Penalty: 2800.713867
	Iteration 13Q: 3 clusters Score -551144.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -551174.625000 Penalty: 2800.713867
	Iteration 14Q: 3 clusters Score -551174.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -551204.375000 Penalty: 2800.713867
	Iteration 15Q: 3 clusters Score -551204.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -551222.312500 Penalty: 2800.713867
	Iteration 16Q: 3 clusters Score -551222.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -551240.687500 Penalty: 2800.713867
	Iteration 17Q: 3 clusters Score -551240.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -551260.375000 Penalty: 2800.713867
	Iteration 18Q: 3 clusters Score -551260.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -551279.125000 Penalty: 2800.713867
	Iteration 19Q: 3 clusters Score -551279.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -551292.125000 Penalty: 2800.713867
	Iteration 20F: 3 clusters Score -551292.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -551302.625000 Penalty: 2800.713867
	Iteration 21Q: 3 clusters Score -551302.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -551308.000000 Penalty: 2800.713867
	Iteration 22Q: 3 clusters Score -551308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -551309.187500 Penalty: 2800.713867
	Iteration 23Q: 3 clusters Score -551309.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -551311.625000 Penalty: 2800.713867
	Iteration 24Q: 3 clusters Score -551311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -551311.812500 Penalty: 2800.713867
	Iteration 25Q: 3 clusters Score -551311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -551312.687500 Penalty: 2800.713867
	Iteration 26Q: 3 clusters Score -551312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -551313.937500 Penalty: 2800.713867
	Iteration 27Q: 3 clusters Score -551313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -551315.437500 Penalty: 2800.713867
	Iteration 28Q: 3 clusters Score -551315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -551317.062500 Penalty: 2800.713867
	Iteration 29Q: 3 clusters Score -551317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -551318.562500 Penalty: 2800.713867
	Iteration 30Q: 3 clusters Score -551318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -551318.562500 Penalty: 2800.713867
	Iteration 31Q: 3 clusters Score -551318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -551319.562500 Penalty: 2800.713867
	Iteration 32Q: 3 clusters Score -551319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -551319.500000 Penalty: 2800.713867
	Iteration 33Q: 3 clusters Score -551319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -551319.500000 Penalty: 2800.713867
	Iteration 34Q: 3 clusters Score -551319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -551319.937500 Penalty: 2800.713867
	Iteration 35Q: 3 clusters Score -551319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -551319.937500 Penalty: 2800.713867
	Iteration 36F: 3 clusters Score -551319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 3897 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Mstep: Class 45 contains 1631 members 
Entering Unmasked Estep 
Score: -154053056.000000 Penalty: 104160.664062
Splitting cluster 23 changes total score from -154053760.000000 to -154053056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (31937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Entering Unmasked Estep 
Score: -3299311.250000 Penalty: 1685.371948
	Iteration 0F: 2 clusters Score -3299311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3277974.500000 Penalty: 3370.743896
	Iteration 0F: 3 clusters Score -3277974 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3286386.750000 Penalty: 3370.743896
	Iteration 1F: 3 clusters Score -3286387 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3287035.500000 Penalty: 3370.743896
	Iteration 2Q: 3 clusters Score -3287036 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3287773.250000 Penalty: 3370.743896
	Iteration 3F: 3 clusters Score -3287773 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3288646.750000 Penalty: 3370.743896
	Iteration 4F: 3 clusters Score -3288647 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3289649.250000 Penalty: 3370.743896
	Iteration 5F: 3 clusters Score -3289649 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3290919.000000 Penalty: 3370.743896
	Iteration 6F: 3 clusters Score -3290919 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3292282.250000 Penalty: 3370.743896
	Iteration 7F: 3 clusters Score -3292282 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3293574.000000 Penalty: 3370.743896
	Iteration 8F: 3 clusters Score -3293574 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3294663.000000 Penalty: 3370.743896
	Iteration 9Q: 3 clusters Score -3294663 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3295577.250000 Penalty: 3370.743896
	Iteration 10Q: 3 clusters Score -3295577 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3296240.250000 Penalty: 3370.743896
	Iteration 11Q: 3 clusters Score -3296240 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3296631.250000 Penalty: 3370.743896
	Iteration 12Q: 3 clusters Score -3296631 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3296866.000000 Penalty: 3370.743896
	Iteration 13Q: 3 clusters Score -3296866 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3297058.250000 Penalty: 3370.743896
	Iteration 14Q: 3 clusters Score -3297058 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3297229.000000 Penalty: 3370.743896
	Iteration 15Q: 3 clusters Score -3297229 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3297393.000000 Penalty: 3370.743896
	Iteration 16Q: 3 clusters Score -3297393 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3297549.250000 Penalty: 3370.743896
	Iteration 17Q: 3 clusters Score -3297549 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3297684.500000 Penalty: 3370.743896
	Iteration 18Q: 3 clusters Score -3297684 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3297805.500000 Penalty: 3370.743896
	Iteration 19Q: 3 clusters Score -3297806 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3297939.250000 Penalty: 3370.743896
	Iteration 20F: 3 clusters Score -3297939 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3298052.500000 Penalty: 3370.743896
	Iteration 21Q: 3 clusters Score -3298052 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3298162.500000 Penalty: 3370.743896
	Iteration 22Q: 3 clusters Score -3298162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3298271.750000 Penalty: 3370.743896
	Iteration 23Q: 3 clusters Score -3298272 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3298352.000000 Penalty: 3370.743896
	Iteration 24Q: 3 clusters Score -3298352 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3298417.000000 Penalty: 3370.743896
	Iteration 25Q: 3 clusters Score -3298417 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3298461.750000 Penalty: 3370.743896
	Iteration 26Q: 3 clusters Score -3298462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3298500.000000 Penalty: 3370.743896
	Iteration 27Q: 3 clusters Score -3298500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3298530.250000 Penalty: 3370.743896
	Iteration 28Q: 3 clusters Score -3298530 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3298592.000000 Penalty: 3370.743896
	Iteration 29Q: 3 clusters Score -3298592 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3298641.500000 Penalty: 3370.743896
	Iteration 30Q: 3 clusters Score -3298642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3298683.250000 Penalty: 3370.743896
	Iteration 31Q: 3 clusters Score -3298683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3298712.750000 Penalty: 3370.743896
	Iteration 32Q: 3 clusters Score -3298713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3298751.250000 Penalty: 3370.743896
	Iteration 33Q: 3 clusters Score -3298751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3298770.750000 Penalty: 3370.743896
	Iteration 34Q: 3 clusters Score -3298771 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3298790.250000 Penalty: 3370.743896
	Iteration 35Q: 3 clusters Score -3298790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3298801.500000 Penalty: 3370.743896
	Iteration 36Q: 3 clusters Score -3298802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3298822.500000 Penalty: 3370.743896
	Iteration 37Q: 3 clusters Score -3298822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3298829.250000 Penalty: 3370.743896
	Iteration 38Q: 3 clusters Score -3298829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3298855.750000 Penalty: 3370.743896
	Iteration 39Q: 3 clusters Score -3298856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3298875.250000 Penalty: 3370.743896
	Iteration 40F: 3 clusters Score -3298875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3298892.250000 Penalty: 3370.743896
	Iteration 41Q: 3 clusters Score -3298892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3298899.250000 Penalty: 3370.743896
	Iteration 42Q: 3 clusters Score -3298899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3298912.250000 Penalty: 3370.743896
	Iteration 43Q: 3 clusters Score -3298912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3298927.500000 Penalty: 3370.743896
	Iteration 44Q: 3 clusters Score -3298928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3298940.500000 Penalty: 3370.743896
	Iteration 45Q: 3 clusters Score -3298940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3298945.750000 Penalty: 3370.743896
	Iteration 46Q: 3 clusters Score -3298946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3298952.000000 Penalty: 3370.743896
	Iteration 47Q: 3 clusters Score -3298952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3298967.500000 Penalty: 3370.743896
	Iteration 48Q: 3 clusters Score -3298968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3298984.500000 Penalty: 3370.743896
	Iteration 49Q: 3 clusters Score -3298984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3298992.750000 Penalty: 3370.743896
	Iteration 50Q: 3 clusters Score -3298993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3299006.250000 Penalty: 3370.743896
	Iteration 51Q: 3 clusters Score -3299006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3299012.500000 Penalty: 3370.743896
	Iteration 52Q: 3 clusters Score -3299012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3299012.500000 Penalty: 3370.743896
	Iteration 53Q: 3 clusters Score -3299012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3299008.750000 Penalty: 3370.743896
	Iteration 54Q: 3 clusters Score -3299009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3299007.750000 Penalty: 3370.743896
	Iteration 55Q: 3 clusters Score -3299008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3299014.000000 Penalty: 3370.743896
	Iteration 56Q: 3 clusters Score -3299014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3299015.750000 Penalty: 3370.743896
	Iteration 57Q: 3 clusters Score -3299016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3299017.500000 Penalty: 3370.743896
	Iteration 58Q: 3 clusters Score -3299018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3299015.750000 Penalty: 3370.743896
	Iteration 59Q: 3 clusters Score -3299016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3299014.000000 Penalty: 3370.743896
	Iteration 60F: 3 clusters Score -3299014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3299015.750000 Penalty: 3370.743896
	Iteration 61Q: 3 clusters Score -3299016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3299011.750000 Penalty: 3370.743896
	Iteration 62Q: 3 clusters Score -3299012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3299016.500000 Penalty: 3370.743896
	Iteration 63Q: 3 clusters Score -3299016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3299015.250000 Penalty: 3370.743896
	Iteration 64Q: 3 clusters Score -3299015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3299014.750000 Penalty: 3370.743896
	Iteration 65Q: 3 clusters Score -3299015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3299014.750000 Penalty: 3370.743896
	Iteration 66F: 3 clusters Score -3299015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Entering Unmasked Estep 
Score: -1547124.000000 Penalty: 1566.950439
	Iteration 0F: 2 clusters Score -1547124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1536485.000000 Penalty: 3133.900879
	Iteration 0F: 3 clusters Score -1536485 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1540371.625000 Penalty: 3133.900879
	Iteration 1F: 3 clusters Score -1540372 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1540799.250000 Penalty: 3133.900879
	Iteration 2F: 3 clusters Score -1540799 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1541291.000000 Penalty: 3133.900879
	Iteration 3F: 3 clusters Score -1541291 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1541888.000000 Penalty: 3133.900879
	Iteration 4F: 3 clusters Score -1541888 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1542646.375000 Penalty: 3133.900879
	Iteration 5F: 3 clusters Score -1542646 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1543519.750000 Penalty: 3133.900879
	Iteration 6F: 3 clusters Score -1543520 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1544356.500000 Penalty: 3133.900879
	Iteration 7F: 3 clusters Score -1544356 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1545004.750000 Penalty: 3133.900879
	Iteration 8F: 3 clusters Score -1545005 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1545375.625000 Penalty: 3133.900879
	Iteration 9Q: 3 clusters Score -1545376 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1545548.500000 Penalty: 3133.900879
	Iteration 10Q: 3 clusters Score -1545548 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1545637.000000 Penalty: 3133.900879
	Iteration 11Q: 3 clusters Score -1545637 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1545700.250000 Penalty: 3133.900879
	Iteration 12Q: 3 clusters Score -1545700 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1545745.000000 Penalty: 3133.900879
	Iteration 13Q: 3 clusters Score -1545745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1545776.875000 Penalty: 3133.900879
	Iteration 14Q: 3 clusters Score -1545777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1545797.375000 Penalty: 3133.900879
	Iteration 15Q: 3 clusters Score -1545797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1545820.250000 Penalty: 3133.900879
	Iteration 16Q: 3 clusters Score -1545820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1545835.500000 Penalty: 3133.900879
	Iteration 17Q: 3 clusters Score -1545836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1545848.250000 Penalty: 3133.900879
	Iteration 18Q: 3 clusters Score -1545848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1545860.500000 Penalty: 3133.900879
	Iteration 19Q: 3 clusters Score -1545860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1545869.500000 Penalty: 3133.900879
	Iteration 20F: 3 clusters Score -1545870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1545874.375000 Penalty: 3133.900879
	Iteration 21Q: 3 clusters Score -1545874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1545879.625000 Penalty: 3133.900879
	Iteration 22Q: 3 clusters Score -1545880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1545884.500000 Penalty: 3133.900879
	Iteration 23Q: 3 clusters Score -1545884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1545888.875000 Penalty: 3133.900879
	Iteration 24Q: 3 clusters Score -1545889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1545889.250000 Penalty: 3133.900879
	Iteration 25Q: 3 clusters Score -1545889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1545896.250000 Penalty: 3133.900879
	Iteration 26Q: 3 clusters Score -1545896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1545903.125000 Penalty: 3133.900879
	Iteration 27Q: 3 clusters Score -1545903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1545915.000000 Penalty: 3133.900879
	Iteration 28Q: 3 clusters Score -1545915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1545923.750000 Penalty: 3133.900879
	Iteration 29Q: 3 clusters Score -1545924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1545939.375000 Penalty: 3133.900879
	Iteration 30Q: 3 clusters Score -1545939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1545948.625000 Penalty: 3133.900879
	Iteration 31Q: 3 clusters Score -1545949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1545959.500000 Penalty: 3133.900879
	Iteration 32Q: 3 clusters Score -1545960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1545968.750000 Penalty: 3133.900879
	Iteration 33Q: 3 clusters Score -1545969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1545973.500000 Penalty: 3133.900879
	Iteration 34Q: 3 clusters Score -1545974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1545987.625000 Penalty: 3133.900879
	Iteration 35Q: 3 clusters Score -1545988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1545995.375000 Penalty: 3133.900879
	Iteration 36Q: 3 clusters Score -1545995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1546003.875000 Penalty: 3133.900879
	Iteration 37Q: 3 clusters Score -1546004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1546022.125000 Penalty: 3133.900879
	Iteration 38Q: 3 clusters Score -1546022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1546032.125000 Penalty: 3133.900879
	Iteration 39Q: 3 clusters Score -1546032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1546044.625000 Penalty: 3133.900879
	Iteration 40F: 3 clusters Score -1546045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1546049.000000 Penalty: 3133.900879
	Iteration 41Q: 3 clusters Score -1546049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1546056.000000 Penalty: 3133.900879
	Iteration 42Q: 3 clusters Score -1546056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1546058.875000 Penalty: 3133.900879
	Iteration 43Q: 3 clusters Score -1546059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1546066.375000 Penalty: 3133.900879
	Iteration 44Q: 3 clusters Score -1546066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1546074.125000 Penalty: 3133.900879
	Iteration 45Q: 3 clusters Score -1546074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1546079.250000 Penalty: 3133.900879
	Iteration 46Q: 3 clusters Score -1546079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1546080.625000 Penalty: 3133.900879
	Iteration 47Q: 3 clusters Score -1546081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1546081.750000 Penalty: 3133.900879
	Iteration 48Q: 3 clusters Score -1546082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1546086.125000 Penalty: 3133.900879
	Iteration 49Q: 3 clusters Score -1546086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1546086.250000 Penalty: 3133.900879
	Iteration 50Q: 3 clusters Score -1546086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1546089.375000 Penalty: 3133.900879
	Iteration 51Q: 3 clusters Score -1546089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1546089.000000 Penalty: 3133.900879
	Iteration 52Q: 3 clusters Score -1546089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1546096.125000 Penalty: 3133.900879
	Iteration 53Q: 3 clusters Score -1546096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1546095.750000 Penalty: 3133.900879
	Iteration 54Q: 3 clusters Score -1546096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1546100.250000 Penalty: 3133.900879
	Iteration 55Q: 3 clusters Score -1546100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1546105.375000 Penalty: 3133.900879
	Iteration 56Q: 3 clusters Score -1546105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1546112.250000 Penalty: 3133.900879
	Iteration 57Q: 3 clusters Score -1546112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1546116.000000 Penalty: 3133.900879
	Iteration 58Q: 3 clusters Score -1546116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1546117.875000 Penalty: 3133.900879
	Iteration 59Q: 3 clusters Score -1546118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1546114.250000 Penalty: 3133.900879
	Iteration 60F: 3 clusters Score -1546114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1546120.125000 Penalty: 3133.900879
	Iteration 61Q: 3 clusters Score -1546120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1546121.250000 Penalty: 3133.900879
	Iteration 62Q: 3 clusters Score -1546121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1546123.250000 Penalty: 3133.900879
	Iteration 63Q: 3 clusters Score -1546123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1546124.625000 Penalty: 3133.900879
	Iteration 64Q: 3 clusters Score -1546125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1546128.250000 Penalty: 3133.900879
	Iteration 65Q: 3 clusters Score -1546128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1546132.250000 Penalty: 3133.900879
	Iteration 66Q: 3 clusters Score -1546132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1546134.625000 Penalty: 3133.900879
	Iteration 67Q: 3 clusters Score -1546135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1546139.125000 Penalty: 3133.900879
	Iteration 68Q: 3 clusters Score -1546139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1546139.500000 Penalty: 3133.900879
	Iteration 69Q: 3 clusters Score -1546140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1546141.125000 Penalty: 3133.900879
	Iteration 70Q: 3 clusters Score -1546141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1546146.375000 Penalty: 3133.900879
	Iteration 71Q: 3 clusters Score -1546146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1546146.875000 Penalty: 3133.900879
	Iteration 72Q: 3 clusters Score -1546147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1546151.500000 Penalty: 3133.900879
	Iteration 73Q: 3 clusters Score -1546152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1546150.250000 Penalty: 3133.900879
	Iteration 74Q: 3 clusters Score -1546150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1546154.500000 Penalty: 3133.900879
	Iteration 75Q: 3 clusters Score -1546154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1546153.875000 Penalty: 3133.900879
	Iteration 76Q: 3 clusters Score -1546154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1546154.000000 Penalty: 3133.900879
	Iteration 77Q: 3 clusters Score -1546154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1546158.125000 Penalty: 3133.900879
	Iteration 78Q: 3 clusters Score -1546158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1546159.750000 Penalty: 3133.900879
	Iteration 79Q: 3 clusters Score -1546160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1546160.875000 Penalty: 3133.900879
	Iteration 80F: 3 clusters Score -1546161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -213645.546875 Penalty: 1253.924805
	Iteration 0F: 2 clusters Score -213645.5 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 1109 members 
Entering Unmasked Estep 
Score: -211408.375000 Penalty: 2507.849609
	Iteration 0F: 3 clusters Score -211408.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -211996.281250 Penalty: 2507.849609
	Iteration 1F: 3 clusters Score -211996.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212192.328125 Penalty: 2507.849609
	Iteration 2F: 3 clusters Score -212192.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -212366.093750 Penalty: 2507.849609
	Iteration 3F: 3 clusters Score -212366.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -212516.281250 Penalty: 2507.849609
	Iteration 4F: 3 clusters Score -212516.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212640.984375 Penalty: 2507.849609
	Iteration 5F: 3 clusters Score -212641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -212739.750000 Penalty: 2507.849609
	Iteration 6Q: 3 clusters Score -212739.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212822.281250 Penalty: 2507.849609
	Iteration 7Q: 3 clusters Score -212822.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -212883.031250 Penalty: 2507.849609
	Iteration 8Q: 3 clusters Score -212883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -212915.046875 Penalty: 2507.849609
	Iteration 9Q: 3 clusters Score -212915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -212944.843750 Penalty: 2507.849609
	Iteration 10Q: 3 clusters Score -212944.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -212961.671875 Penalty: 2507.849609
	Iteration 11Q: 3 clusters Score -212961.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -212973.140625 Penalty: 2507.849609
	Iteration 12Q: 3 clusters Score -212973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -212978.578125 Penalty: 2507.849609
	Iteration 13Q: 3 clusters Score -212978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -212981.562500 Penalty: 2507.849609
	Iteration 14Q: 3 clusters Score -212981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -212987.656250 Penalty: 2507.849609
	Iteration 15Q: 3 clusters Score -212987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -212997.156250 Penalty: 2507.849609
	Iteration 16Q: 3 clusters Score -212997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213004.828125 Penalty: 2507.849609
	Iteration 17Q: 3 clusters Score -213004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -213007.937500 Penalty: 2507.849609
	Iteration 18Q: 3 clusters Score -213007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -213010.203125 Penalty: 2507.849609
	Iteration 19Q: 3 clusters Score -213010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -213011.343750 Penalty: 2507.849609
	Iteration 20F: 3 clusters Score -213011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -213012.218750 Penalty: 2507.849609
	Iteration 21Q: 3 clusters Score -213012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -213013.750000 Penalty: 2507.849609
	Iteration 22Q: 3 clusters Score -213013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213014.156250 Penalty: 2507.849609
	Iteration 23Q: 3 clusters Score -213014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -213014.156250 Penalty: 2507.849609
	Iteration 24F: 3 clusters Score -213014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -339114.406250 Penalty: 1328.114380
	Iteration 0F: 2 clusters Score -339114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -336058.750000 Penalty: 2656.228760
	Iteration 0F: 3 clusters Score -336058.8 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -336823.093750 Penalty: 2656.228760
	Iteration 1F: 3 clusters Score -336823.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -337002.750000 Penalty: 2656.228760
	Iteration 2F: 3 clusters Score -337002.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -337140.437500 Penalty: 2656.228760
	Iteration 3F: 3 clusters Score -337140.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -337291.406250 Penalty: 2656.228760
	Iteration 4Q: 3 clusters Score -337291.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -337426.843750 Penalty: 2656.228760
	Iteration 5Q: 3 clusters Score -337426.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -337557.250000 Penalty: 2656.228760
	Iteration 6Q: 3 clusters Score -337557.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -337727.031250 Penalty: 2656.228760
	Iteration 7Q: 3 clusters Score -337727 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -337868.000000 Penalty: 2656.228760
	Iteration 8Q: 3 clusters Score -337868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -338001.562500 Penalty: 2656.228760
	Iteration 9Q: 3 clusters Score -338001.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -338098.375000 Penalty: 2656.228760
	Iteration 10Q: 3 clusters Score -338098.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -338174.000000 Penalty: 2656.228760
	Iteration 11Q: 3 clusters Score -338174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -338240.718750 Penalty: 2656.228760
	Iteration 12Q: 3 clusters Score -338240.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -338308.281250 Penalty: 2656.228760
	Iteration 13Q: 3 clusters Score -338308.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -338356.906250 Penalty: 2656.228760
	Iteration 14Q: 3 clusters Score -338356.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -338411.625000 Penalty: 2656.228760
	Iteration 15Q: 3 clusters Score -338411.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -338452.781250 Penalty: 2656.228760
	Iteration 16Q: 3 clusters Score -338452.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -338481.906250 Penalty: 2656.228760
	Iteration 17Q: 3 clusters Score -338481.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -338503.343750 Penalty: 2656.228760
	Iteration 18Q: 3 clusters Score -338503.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -338516.031250 Penalty: 2656.228760
	Iteration 19Q: 3 clusters Score -338516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -338528.937500 Penalty: 2656.228760
	Iteration 20F: 3 clusters Score -338528.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -338546.593750 Penalty: 2656.228760
	Iteration 21Q: 3 clusters Score -338546.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -338560.062500 Penalty: 2656.228760
	Iteration 22Q: 3 clusters Score -338560.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -338570.968750 Penalty: 2656.228760
	Iteration 23Q: 3 clusters Score -338571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -338580.468750 Penalty: 2656.228760
	Iteration 24Q: 3 clusters Score -338580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -338586.531250 Penalty: 2656.228760
	Iteration 25Q: 3 clusters Score -338586.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -338593.906250 Penalty: 2656.228760
	Iteration 26Q: 3 clusters Score -338593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -338596.875000 Penalty: 2656.228760
	Iteration 27Q: 3 clusters Score -338596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -338598.375000 Penalty: 2656.228760
	Iteration 28Q: 3 clusters Score -338598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -338599.812500 Penalty: 2656.228760
	Iteration 29Q: 3 clusters Score -338599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -338601.437500 Penalty: 2656.228760
	Iteration 30Q: 3 clusters Score -338601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -338603.437500 Penalty: 2656.228760
	Iteration 31Q: 3 clusters Score -338603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -338603.718750 Penalty: 2656.228760
	Iteration 32Q: 3 clusters Score -338603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -338604.812500 Penalty: 2656.228760
	Iteration 33Q: 3 clusters Score -338604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -338604.812500 Penalty: 2656.228760
	Iteration 34F: 3 clusters Score -338604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -1581905.125000 Penalty: 1568.252808
	Iteration 0F: 2 clusters Score -1581905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1571168.000000 Penalty: 3136.505615
	Iteration 0F: 3 clusters Score -1571168 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1574967.750000 Penalty: 3136.505615
	Iteration 1F: 3 clusters Score -1574968 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1575515.375000 Penalty: 3136.505615
	Iteration 2F: 3 clusters Score -1575515 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1576199.125000 Penalty: 3136.505615
	Iteration 3F: 3 clusters Score -1576199 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1576990.000000 Penalty: 3136.505615
	Iteration 4F: 3 clusters Score -1576990 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1577803.250000 Penalty: 3136.505615
	Iteration 5F: 3 clusters Score -1577803 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1578464.625000 Penalty: 3136.505615
	Iteration 6F: 3 clusters Score -1578465 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1578985.500000 Penalty: 3136.505615
	Iteration 7Q: 3 clusters Score -1578986 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1579430.000000 Penalty: 3136.505615
	Iteration 8Q: 3 clusters Score -1579430 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1579753.250000 Penalty: 3136.505615
	Iteration 9Q: 3 clusters Score -1579753 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1580009.250000 Penalty: 3136.505615
	Iteration 10Q: 3 clusters Score -1580009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1580182.375000 Penalty: 3136.505615
	Iteration 11Q: 3 clusters Score -1580182 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1580293.375000 Penalty: 3136.505615
	Iteration 12Q: 3 clusters Score -1580293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1580362.125000 Penalty: 3136.505615
	Iteration 13Q: 3 clusters Score -1580362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1580416.750000 Penalty: 3136.505615
	Iteration 14Q: 3 clusters Score -1580417 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1580461.125000 Penalty: 3136.505615
	Iteration 15Q: 3 clusters Score -1580461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1580491.000000 Penalty: 3136.505615
	Iteration 16Q: 3 clusters Score -1580491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1580523.250000 Penalty: 3136.505615
	Iteration 17Q: 3 clusters Score -1580523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1580556.125000 Penalty: 3136.505615
	Iteration 18Q: 3 clusters Score -1580556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1580582.125000 Penalty: 3136.505615
	Iteration 19Q: 3 clusters Score -1580582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1580621.125000 Penalty: 3136.505615
	Iteration 20F: 3 clusters Score -1580621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1580654.500000 Penalty: 3136.505615
	Iteration 21Q: 3 clusters Score -1580654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1580682.125000 Penalty: 3136.505615
	Iteration 22Q: 3 clusters Score -1580682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1580706.250000 Penalty: 3136.505615
	Iteration 23Q: 3 clusters Score -1580706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1580726.250000 Penalty: 3136.505615
	Iteration 24Q: 3 clusters Score -1580726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1580738.250000 Penalty: 3136.505615
	Iteration 25Q: 3 clusters Score -1580738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1580749.375000 Penalty: 3136.505615
	Iteration 26Q: 3 clusters Score -1580749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1580754.250000 Penalty: 3136.505615
	Iteration 27Q: 3 clusters Score -1580754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1580759.375000 Penalty: 3136.505615
	Iteration 28Q: 3 clusters Score -1580759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1580758.625000 Penalty: 3136.505615
	Iteration 29Q: 3 clusters Score -1580759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1580763.750000 Penalty: 3136.505615
	Iteration 30Q: 3 clusters Score -1580764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1580767.125000 Penalty: 3136.505615
	Iteration 31Q: 3 clusters Score -1580767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1580766.000000 Penalty: 3136.505615
	Iteration 32Q: 3 clusters Score -1580766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1580766.000000 Penalty: 3136.505615
	Iteration 33F: 3 clusters Score -1580766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -405609.593750 Penalty: 1350.482422
	Iteration 0F: 2 clusters Score -405609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -402243.312500 Penalty: 2700.964844
	Iteration 0F: 3 clusters Score -402243.3 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -403137.875000 Penalty: 2700.964844
	Iteration 1F: 3 clusters Score -403137.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -403309.031250 Penalty: 2700.964844
	Iteration 2F: 3 clusters Score -403309 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -403454.937500 Penalty: 2700.964844
	Iteration 3F: 3 clusters Score -403454.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -403577.593750 Penalty: 2700.964844
	Iteration 4Q: 3 clusters Score -403577.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -403696.281250 Penalty: 2700.964844
	Iteration 5Q: 3 clusters Score -403696.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -403802.593750 Penalty: 2700.964844
	Iteration 6Q: 3 clusters Score -403802.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -403952.750000 Penalty: 2700.964844
	Iteration 7Q: 3 clusters Score -403952.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -404142.562500 Penalty: 2700.964844
	Iteration 8Q: 3 clusters Score -404142.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -404385.406250 Penalty: 2700.964844
	Iteration 9F: 3 clusters Score -404385.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -404614.750000 Penalty: 2700.964844
	Iteration 10Q: 3 clusters Score -404614.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -404792.031250 Penalty: 2700.964844
	Iteration 11Q: 3 clusters Score -404792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -404909.218750 Penalty: 2700.964844
	Iteration 12Q: 3 clusters Score -404909.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -404993.000000 Penalty: 2700.964844
	Iteration 13Q: 3 clusters Score -404993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -405068.687500 Penalty: 2700.964844
	Iteration 14Q: 3 clusters Score -405068.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -405134.250000 Penalty: 2700.964844
	Iteration 15Q: 3 clusters Score -405134.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -405182.656250 Penalty: 2700.964844
	Iteration 16Q: 3 clusters Score -405182.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -405226.500000 Penalty: 2700.964844
	Iteration 17Q: 3 clusters Score -405226.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -405255.062500 Penalty: 2700.964844
	Iteration 18Q: 3 clusters Score -405255.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -405270.750000 Penalty: 2700.964844
	Iteration 19Q: 3 clusters Score -405270.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -405278.843750 Penalty: 2700.964844
	Iteration 20F: 3 clusters Score -405278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -405282.843750 Penalty: 2700.964844
	Iteration 21Q: 3 clusters Score -405282.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -405284.125000 Penalty: 2700.964844
	Iteration 22Q: 3 clusters Score -405284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -405286.250000 Penalty: 2700.964844
	Iteration 23Q: 3 clusters Score -405286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -405288.687500 Penalty: 2700.964844
	Iteration 24Q: 3 clusters Score -405288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -405289.343750 Penalty: 2700.964844
	Iteration 25Q: 3 clusters Score -405289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -405290.031250 Penalty: 2700.964844
	Iteration 26Q: 3 clusters Score -405290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -405290.687500 Penalty: 2700.964844
	Iteration 27Q: 3 clusters Score -405290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -405291.218750 Penalty: 2700.964844
	Iteration 28Q: 3 clusters Score -405291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -405291.218750 Penalty: 2700.964844
	Iteration 29F: 3 clusters Score -405291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (156798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156798 members 
Entering Unmasked Estep 
Score: -16323017.000000 Penalty: 1943.940918
	Iteration 0F: 2 clusters Score -1.632302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -16221572.000000 Penalty: 3887.881836
	Iteration 0F: 3 clusters Score -1.622157e+07 nChanged 75546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -16267036.000000 Penalty: 3887.881836
	Iteration 1F: 3 clusters Score -1.626704e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -16268492.000000 Penalty: 3887.881836
	Iteration 2Q: 3 clusters Score -1.626849e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -16270269.000000 Penalty: 3887.881836
	Iteration 3Q: 3 clusters Score -1.627027e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -16272370.000000 Penalty: 3887.881836
	Iteration 4Q: 3 clusters Score -1.627237e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -16275374.000000 Penalty: 3887.881836
	Iteration 5Q: 3 clusters Score -1.627537e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -16279599.000000 Penalty: 3887.881836
	Iteration 6F: 3 clusters Score -1.62796e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -16285287.000000 Penalty: 3887.881836
	Iteration 7F: 3 clusters Score -1.628529e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -16291450.000000 Penalty: 3887.881836
	Iteration 8F: 3 clusters Score -1.629145e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -16296735.000000 Penalty: 3887.881836
	Iteration 9F: 3 clusters Score -1.629674e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -16299440.000000 Penalty: 3887.881836
	Iteration 10Q: 3 clusters Score -1.629944e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -16300746.000000 Penalty: 3887.881836
	Iteration 11Q: 3 clusters Score -1.630075e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -16301274.000000 Penalty: 3887.881836
	Iteration 12Q: 3 clusters Score -1.630127e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -16301725.000000 Penalty: 3887.881836
	Iteration 13Q: 3 clusters Score -1.630172e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -16302105.000000 Penalty: 3887.881836
	Iteration 14Q: 3 clusters Score -1.63021e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -16302520.000000 Penalty: 3887.881836
	Iteration 15Q: 3 clusters Score -1.630252e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -16302917.000000 Penalty: 3887.881836
	Iteration 16Q: 3 clusters Score -1.630292e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -16303309.000000 Penalty: 3887.881836
	Iteration 17Q: 3 clusters Score -1.630331e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -16303815.000000 Penalty: 3887.881836
	Iteration 18Q: 3 clusters Score -1.630382e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -16304339.000000 Penalty: 3887.881836
	Iteration 19Q: 3 clusters Score -1.630434e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -16304877.000000 Penalty: 3887.881836
	Iteration 20F: 3 clusters Score -1.630488e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -16305464.000000 Penalty: 3887.881836
	Iteration 21Q: 3 clusters Score -1.630546e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -16306110.000000 Penalty: 3887.881836
	Iteration 22Q: 3 clusters Score -1.630611e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -16306860.000000 Penalty: 3887.881836
	Iteration 23Q: 3 clusters Score -1.630686e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123794 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -16307604.000000 Penalty: 3887.881836
	Iteration 24Q: 3 clusters Score -1.63076e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -16308590.000000 Penalty: 3887.881836
	Iteration 25Q: 3 clusters Score -1.630859e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129267 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -16309617.000000 Penalty: 3887.881836
	Iteration 26Q: 3 clusters Score -1.630962e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -16310773.000000 Penalty: 3887.881836
	Iteration 27Q: 3 clusters Score -1.631077e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134990 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -16312025.000000 Penalty: 3887.881836
	Iteration 28Q: 3 clusters Score -1.631202e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -16313373.000000 Penalty: 3887.881836
	Iteration 29Q: 3 clusters Score -1.631337e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -16314757.000000 Penalty: 3887.881836
	Iteration 30Q: 3 clusters Score -1.631476e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143483 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -16316196.000000 Penalty: 3887.881836
	Iteration 31Q: 3 clusters Score -1.63162e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -16317460.000000 Penalty: 3887.881836
	Iteration 32Q: 3 clusters Score -1.631746e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -16318436.000000 Penalty: 3887.881836
	Iteration 33Q: 3 clusters Score -1.631844e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -16319316.000000 Penalty: 3887.881836
	Iteration 34Q: 3 clusters Score -1.631932e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -16319981.000000 Penalty: 3887.881836
	Iteration 35Q: 3 clusters Score -1.631998e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -16320394.000000 Penalty: 3887.881836
	Iteration 36Q: 3 clusters Score -1.632039e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -16320793.000000 Penalty: 3887.881836
	Iteration 37Q: 3 clusters Score -1.632079e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -16321014.000000 Penalty: 3887.881836
	Iteration 38Q: 3 clusters Score -1.632101e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16321131.000000 Penalty: 3887.881836
	Iteration 39Q: 3 clusters Score -1.632113e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16321262.000000 Penalty: 3887.881836
	Iteration 40F: 3 clusters Score -1.632126e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16321347.000000 Penalty: 3887.881836
	Iteration 41Q: 3 clusters Score -1.632135e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156014 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16321399.000000 Penalty: 3887.881836
	Iteration 42Q: 3 clusters Score -1.63214e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16321407.000000 Penalty: 3887.881836
	Iteration 43Q: 3 clusters Score -1.632141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16321429.000000 Penalty: 3887.881836
	Iteration 44Q: 3 clusters Score -1.632143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16321449.000000 Penalty: 3887.881836
	Iteration 45Q: 3 clusters Score -1.632145e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16321470.000000 Penalty: 3887.881836
	Iteration 46Q: 3 clusters Score -1.632147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16321482.000000 Penalty: 3887.881836
	Iteration 47Q: 3 clusters Score -1.632148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156325 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16321481.000000 Penalty: 3887.881836
	Iteration 48Q: 3 clusters Score -1.632148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16321474.000000 Penalty: 3887.881836
	Iteration 49Q: 3 clusters Score -1.632147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156344 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16321480.000000 Penalty: 3887.881836
	Iteration 50Q: 3 clusters Score -1.632148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16321473.000000 Penalty: 3887.881836
	Iteration 51Q: 3 clusters Score -1.632147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16321482.000000 Penalty: 3887.881836
	Iteration 52Q: 3 clusters Score -1.632148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -16321494.000000 Penalty: 3887.881836
	Iteration 53Q: 3 clusters Score -1.632149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16321482.000000 Penalty: 3887.881836
	Iteration 54Q: 3 clusters Score -1.632148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156370 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -16321490.000000 Penalty: 3887.881836
	Iteration 55Q: 3 clusters Score -1.632149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16321489.000000 Penalty: 3887.881836
	Iteration 56Q: 3 clusters Score -1.632149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16321489.000000 Penalty: 3887.881836
	Iteration 57Q: 3 clusters Score -1.632149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16321488.000000 Penalty: 3887.881836
	Iteration 58Q: 3 clusters Score -1.632149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156383 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16321492.000000 Penalty: 3887.881836
	Iteration 59Q: 3 clusters Score -1.632149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16321482.000000 Penalty: 3887.881836
	Iteration 60F: 3 clusters Score -1.632148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16321483.000000 Penalty: 3887.881836
	Iteration 61Q: 3 clusters Score -1.632148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16321482.000000 Penalty: 3887.881836
	Iteration 62Q: 3 clusters Score -1.632148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16321490.000000 Penalty: 3887.881836
	Iteration 63Q: 3 clusters Score -1.632149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16321492.000000 Penalty: 3887.881836
	Iteration 64Q: 3 clusters Score -1.632149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -16321489.000000 Penalty: 3887.881836
	Iteration 65Q: 3 clusters Score -1.632149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16321501.000000 Penalty: 3887.881836
	Iteration 66Q: 3 clusters Score -1.63215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16321501.000000 Penalty: 3887.881836
	Iteration 67F: 3 clusters Score -1.63215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -935981.625000 Penalty: 1493.927124
	Iteration 0F: 2 clusters Score -935981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -928903.875000 Penalty: 2987.854248
	Iteration 0F: 3 clusters Score -928903.9 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -931369.500000 Penalty: 2987.854248
	Iteration 1F: 3 clusters Score -931369.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -931843.875000 Penalty: 2987.854248
	Iteration 2F: 3 clusters Score -931843.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -932241.500000 Penalty: 2987.854248
	Iteration 3F: 3 clusters Score -932241.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -932554.312500 Penalty: 2987.854248
	Iteration 4F: 3 clusters Score -932554.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -932817.812500 Penalty: 2987.854248
	Iteration 5F: 3 clusters Score -932817.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -933047.187500 Penalty: 2987.854248
	Iteration 6Q: 3 clusters Score -933047.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -933254.125000 Penalty: 2987.854248
	Iteration 7Q: 3 clusters Score -933254.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -933410.187500 Penalty: 2987.854248
	Iteration 8Q: 3 clusters Score -933410.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -933541.687500 Penalty: 2987.854248
	Iteration 9Q: 3 clusters Score -933541.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -933651.500000 Penalty: 2987.854248
	Iteration 10Q: 3 clusters Score -933651.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -933754.937500 Penalty: 2987.854248
	Iteration 11Q: 3 clusters Score -933754.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -933857.500000 Penalty: 2987.854248
	Iteration 12Q: 3 clusters Score -933857.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -933948.437500 Penalty: 2987.854248
	Iteration 13Q: 3 clusters Score -933948.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -934038.312500 Penalty: 2987.854248
	Iteration 14Q: 3 clusters Score -934038.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -934169.500000 Penalty: 2987.854248
	Iteration 15Q: 3 clusters Score -934169.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -934320.312500 Penalty: 2987.854248
	Iteration 16Q: 3 clusters Score -934320.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -934490.375000 Penalty: 2987.854248
	Iteration 17Q: 3 clusters Score -934490.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -934649.062500 Penalty: 2987.854248
	Iteration 18Q: 3 clusters Score -934649.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -934818.375000 Penalty: 2987.854248
	Iteration 19Q: 3 clusters Score -934818.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -934989.750000 Penalty: 2987.854248
	Iteration 20F: 3 clusters Score -934989.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -935145.937500 Penalty: 2987.854248
	Iteration 21Q: 3 clusters Score -935145.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -935271.875000 Penalty: 2987.854248
	Iteration 22Q: 3 clusters Score -935271.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -935372.937500 Penalty: 2987.854248
	Iteration 23Q: 3 clusters Score -935372.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -935437.562500 Penalty: 2987.854248
	Iteration 24Q: 3 clusters Score -935437.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -935483.312500 Penalty: 2987.854248
	Iteration 25Q: 3 clusters Score -935483.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -935515.937500 Penalty: 2987.854248
	Iteration 26Q: 3 clusters Score -935515.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -935544.750000 Penalty: 2987.854248
	Iteration 27Q: 3 clusters Score -935544.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -935574.250000 Penalty: 2987.854248
	Iteration 28Q: 3 clusters Score -935574.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -935606.187500 Penalty: 2987.854248
	Iteration 29Q: 3 clusters Score -935606.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -935632.562500 Penalty: 2987.854248
	Iteration 30Q: 3 clusters Score -935632.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -935653.812500 Penalty: 2987.854248
	Iteration 31Q: 3 clusters Score -935653.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -935670.437500 Penalty: 2987.854248
	Iteration 32Q: 3 clusters Score -935670.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -935692.437500 Penalty: 2987.854248
	Iteration 33Q: 3 clusters Score -935692.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -935709.937500 Penalty: 2987.854248
	Iteration 34Q: 3 clusters Score -935709.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -935723.187500 Penalty: 2987.854248
	Iteration 35Q: 3 clusters Score -935723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -935729.875000 Penalty: 2987.854248
	Iteration 36Q: 3 clusters Score -935729.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -935736.250000 Penalty: 2987.854248
	Iteration 37Q: 3 clusters Score -935736.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -935742.375000 Penalty: 2987.854248
	Iteration 38Q: 3 clusters Score -935742.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -935749.125000 Penalty: 2987.854248
	Iteration 39Q: 3 clusters Score -935749.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -935752.750000 Penalty: 2987.854248
	Iteration 40F: 3 clusters Score -935752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -935757.062500 Penalty: 2987.854248
	Iteration 41Q: 3 clusters Score -935757.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -935760.187500 Penalty: 2987.854248
	Iteration 42Q: 3 clusters Score -935760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -935765.437500 Penalty: 2987.854248
	Iteration 43Q: 3 clusters Score -935765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -935771.250000 Penalty: 2987.854248
	Iteration 44Q: 3 clusters Score -935771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -935773.750000 Penalty: 2987.854248
	Iteration 45Q: 3 clusters Score -935773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -935775.562500 Penalty: 2987.854248
	Iteration 46Q: 3 clusters Score -935775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -935775.375000 Penalty: 2987.854248
	Iteration 47Q: 3 clusters Score -935775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -935775.375000 Penalty: 2987.854248
	Iteration 48F: 3 clusters Score -935775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -645236.125000 Penalty: 1415.073486
	Iteration 0F: 2 clusters Score -645236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -640513.250000 Penalty: 2830.146973
	Iteration 0F: 3 clusters Score -640513.2 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -641859.875000 Penalty: 2830.146973
	Iteration 1F: 3 clusters Score -641859.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -642152.500000 Penalty: 2830.146973
	Iteration 2F: 3 clusters Score -642152.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -642474.312500 Penalty: 2830.146973
	Iteration 3F: 3 clusters Score -642474.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -642859.500000 Penalty: 2830.146973
	Iteration 4F: 3 clusters Score -642859.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -643359.500000 Penalty: 2830.146973
	Iteration 5F: 3 clusters Score -643359.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -643847.875000 Penalty: 2830.146973
	Iteration 6F: 3 clusters Score -643847.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -644194.625000 Penalty: 2830.146973
	Iteration 7F: 3 clusters Score -644194.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -644372.937500 Penalty: 2830.146973
	Iteration 8Q: 3 clusters Score -644372.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -644461.000000 Penalty: 2830.146973
	Iteration 9Q: 3 clusters Score -644461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -644504.500000 Penalty: 2830.146973
	Iteration 10Q: 3 clusters Score -644504.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -644538.687500 Penalty: 2830.146973
	Iteration 11Q: 3 clusters Score -644538.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -644559.375000 Penalty: 2830.146973
	Iteration 12Q: 3 clusters Score -644559.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -644574.312500 Penalty: 2830.146973
	Iteration 13Q: 3 clusters Score -644574.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -644587.312500 Penalty: 2830.146973
	Iteration 14Q: 3 clusters Score -644587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -644594.062500 Penalty: 2830.146973
	Iteration 15Q: 3 clusters Score -644594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -644602.687500 Penalty: 2830.146973
	Iteration 16Q: 3 clusters Score -644602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -644603.812500 Penalty: 2830.146973
	Iteration 17Q: 3 clusters Score -644603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -644605.625000 Penalty: 2830.146973
	Iteration 18Q: 3 clusters Score -644605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -644605.625000 Penalty: 2830.146973
	Iteration 19Q: 3 clusters Score -644605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -644607.562500 Penalty: 2830.146973
	Iteration 20F: 3 clusters Score -644607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -644606.812500 Penalty: 2830.146973
	Iteration 21Q: 3 clusters Score -644606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -644606.812500 Penalty: 2830.146973
	Iteration 22F: 3 clusters Score -644606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Entering Unmasked Estep 
Score: -10068085.000000 Penalty: 1864.308228
	Iteration 0F: 2 clusters Score -1.006808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -10003961.000000 Penalty: 3728.616455
	Iteration 0F: 3 clusters Score -1.000396e+07 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -10030369.000000 Penalty: 3728.616455
	Iteration 1F: 3 clusters Score -1.003037e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -10031522.000000 Penalty: 3728.616455
	Iteration 2Q: 3 clusters Score -1.003152e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -10033279.000000 Penalty: 3728.616455
	Iteration 3Q: 3 clusters Score -1.003328e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -10035895.000000 Penalty: 3728.616455
	Iteration 4F: 3 clusters Score -1.00359e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -10039873.000000 Penalty: 3728.616455
	Iteration 5F: 3 clusters Score -1.003987e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -10045170.000000 Penalty: 3728.616455
	Iteration 6F: 3 clusters Score -1.004517e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -10051463.000000 Penalty: 3728.616455
	Iteration 7F: 3 clusters Score -1.005146e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -10057523.000000 Penalty: 3728.616455
	Iteration 8F: 3 clusters Score -1.005752e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -10062138.000000 Penalty: 3728.616455
	Iteration 9F: 3 clusters Score -1.006214e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -10064738.000000 Penalty: 3728.616455
	Iteration 10Q: 3 clusters Score -1.006474e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -10065872.000000 Penalty: 3728.616455
	Iteration 11Q: 3 clusters Score -1.006587e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 95463 members 
Entering Unmasked Estep 
Score: -10066196.000000 Penalty: 3728.616455
	Iteration 12Q: 3 clusters Score -1.00662e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -10066371.000000 Penalty: 3728.616455
	Iteration 13Q: 3 clusters Score -1.006637e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -10066505.000000 Penalty: 3728.616455
	Iteration 14Q: 3 clusters Score -1.00665e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -10066568.000000 Penalty: 3728.616455
	Iteration 15Q: 3 clusters Score -1.006657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -10066651.000000 Penalty: 3728.616455
	Iteration 16Q: 3 clusters Score -1.006665e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -10066706.000000 Penalty: 3728.616455
	Iteration 17Q: 3 clusters Score -1.006671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -10066756.000000 Penalty: 3728.616455
	Iteration 18Q: 3 clusters Score -1.006676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -10066785.000000 Penalty: 3728.616455
	Iteration 19Q: 3 clusters Score -1.006678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -10066820.000000 Penalty: 3728.616455
	Iteration 20F: 3 clusters Score -1.006682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10066840.000000 Penalty: 3728.616455
	Iteration 21Q: 3 clusters Score -1.006684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -10066858.000000 Penalty: 3728.616455
	Iteration 22Q: 3 clusters Score -1.006686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -10066874.000000 Penalty: 3728.616455
	Iteration 23Q: 3 clusters Score -1.006687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -10066881.000000 Penalty: 3728.616455
	Iteration 24Q: 3 clusters Score -1.006688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -10066884.000000 Penalty: 3728.616455
	Iteration 25Q: 3 clusters Score -1.006688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -10066901.000000 Penalty: 3728.616455
	Iteration 26Q: 3 clusters Score -1.00669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -10066914.000000 Penalty: 3728.616455
	Iteration 27Q: 3 clusters Score -1.006691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -10066910.000000 Penalty: 3728.616455
	Iteration 28Q: 3 clusters Score -1.006691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -10066923.000000 Penalty: 3728.616455
	Iteration 29Q: 3 clusters Score -1.006692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -10066936.000000 Penalty: 3728.616455
	Iteration 30Q: 3 clusters Score -1.006694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -10066925.000000 Penalty: 3728.616455
	Iteration 31Q: 3 clusters Score -1.006692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -10066922.000000 Penalty: 3728.616455
	Iteration 32Q: 3 clusters Score -1.006692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 95530 members 
Entering Unmasked Estep 
Score: -10066928.000000 Penalty: 3728.616455
	Iteration 33Q: 3 clusters Score -1.006693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -10066932.000000 Penalty: 3728.616455
	Iteration 34Q: 3 clusters Score -1.006693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -10066932.000000 Penalty: 3728.616455
	Iteration 35Q: 3 clusters Score -1.006693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -10066941.000000 Penalty: 3728.616455
	Iteration 36Q: 3 clusters Score -1.006694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -10066934.000000 Penalty: 3728.616455
	Iteration 37Q: 3 clusters Score -1.006693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -10066933.000000 Penalty: 3728.616455
	Iteration 38Q: 3 clusters Score -1.006693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -10066941.000000 Penalty: 3728.616455
	Iteration 39Q: 3 clusters Score -1.006694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -10066935.000000 Penalty: 3728.616455
	Iteration 40F: 3 clusters Score -1.006694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -10066935.000000 Penalty: 3728.616455
	Iteration 41Q: 3 clusters Score -1.006694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -10066941.000000 Penalty: 3728.616455
	Iteration 42Q: 3 clusters Score -1.006694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -10066941.000000 Penalty: 3728.616455
	Iteration 43F: 3 clusters Score -1.006694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Entering Unmasked Estep 
Score: -1044299.625000 Penalty: 1515.950073
	Iteration 0F: 2 clusters Score -1044300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1036344.062500 Penalty: 3031.900146
	Iteration 0F: 3 clusters Score -1036344 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1039520.500000 Penalty: 3031.900146
	Iteration 1F: 3 clusters Score -1039520 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1040275.437500 Penalty: 3031.900146
	Iteration 2F: 3 clusters Score -1040275 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1041147.437500 Penalty: 3031.900146
	Iteration 3F: 3 clusters Score -1041147 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1041993.687500 Penalty: 3031.900146
	Iteration 4F: 3 clusters Score -1041994 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1042611.187500 Penalty: 3031.900146
	Iteration 5F: 3 clusters Score -1042611 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1043016.625000 Penalty: 3031.900146
	Iteration 6F: 3 clusters Score -1043017 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1043260.500000 Penalty: 3031.900146
	Iteration 7Q: 3 clusters Score -1043260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1043407.687500 Penalty: 3031.900146
	Iteration 8Q: 3 clusters Score -1043408 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1043495.062500 Penalty: 3031.900146
	Iteration 9Q: 3 clusters Score -1043495 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1043551.562500 Penalty: 3031.900146
	Iteration 10Q: 3 clusters Score -1043552 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1043598.625000 Penalty: 3031.900146
	Iteration 11Q: 3 clusters Score -1043599 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1043639.875000 Penalty: 3031.900146
	Iteration 12Q: 3 clusters Score -1043640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1043682.000000 Penalty: 3031.900146
	Iteration 13Q: 3 clusters Score -1043682 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1043723.500000 Penalty: 3031.900146
	Iteration 14Q: 3 clusters Score -1043724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1043771.812500 Penalty: 3031.900146
	Iteration 15Q: 3 clusters Score -1043772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1043816.375000 Penalty: 3031.900146
	Iteration 16Q: 3 clusters Score -1043816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1043859.187500 Penalty: 3031.900146
	Iteration 17Q: 3 clusters Score -1043859 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1043902.062500 Penalty: 3031.900146
	Iteration 18Q: 3 clusters Score -1043902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1043937.812500 Penalty: 3031.900146
	Iteration 19Q: 3 clusters Score -1043938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1043973.687500 Penalty: 3031.900146
	Iteration 20F: 3 clusters Score -1043974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1043992.625000 Penalty: 3031.900146
	Iteration 21Q: 3 clusters Score -1043993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1044012.000000 Penalty: 3031.900146
	Iteration 22Q: 3 clusters Score -1044012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1044022.000000 Penalty: 3031.900146
	Iteration 23Q: 3 clusters Score -1044022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1044024.125000 Penalty: 3031.900146
	Iteration 24Q: 3 clusters Score -1044024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1044033.375000 Penalty: 3031.900146
	Iteration 25Q: 3 clusters Score -1044033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1044038.687500 Penalty: 3031.900146
	Iteration 26Q: 3 clusters Score -1044039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1044044.250000 Penalty: 3031.900146
	Iteration 27Q: 3 clusters Score -1044044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1044048.937500 Penalty: 3031.900146
	Iteration 28Q: 3 clusters Score -1044049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1044054.375000 Penalty: 3031.900146
	Iteration 29Q: 3 clusters Score -1044054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1044060.812500 Penalty: 3031.900146
	Iteration 30Q: 3 clusters Score -1044061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1044065.062500 Penalty: 3031.900146
	Iteration 31Q: 3 clusters Score -1044065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1044070.812500 Penalty: 3031.900146
	Iteration 32Q: 3 clusters Score -1044071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1044076.875000 Penalty: 3031.900146
	Iteration 33Q: 3 clusters Score -1044077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1044079.562500 Penalty: 3031.900146
	Iteration 34Q: 3 clusters Score -1044080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1044090.812500 Penalty: 3031.900146
	Iteration 35Q: 3 clusters Score -1044091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1044098.750000 Penalty: 3031.900146
	Iteration 36Q: 3 clusters Score -1044099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1044105.750000 Penalty: 3031.900146
	Iteration 37Q: 3 clusters Score -1044106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1044112.000000 Penalty: 3031.900146
	Iteration 38Q: 3 clusters Score -1044112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1044122.312500 Penalty: 3031.900146
	Iteration 39Q: 3 clusters Score -1044122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1044127.750000 Penalty: 3031.900146
	Iteration 40F: 3 clusters Score -1044128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1044128.812500 Penalty: 3031.900146
	Iteration 41Q: 3 clusters Score -1044129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1044136.250000 Penalty: 3031.900146
	Iteration 42Q: 3 clusters Score -1044136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1044139.562500 Penalty: 3031.900146
	Iteration 43Q: 3 clusters Score -1044140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1044142.875000 Penalty: 3031.900146
	Iteration 44Q: 3 clusters Score -1044143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1044148.000000 Penalty: 3031.900146
	Iteration 45Q: 3 clusters Score -1044148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1044151.937500 Penalty: 3031.900146
	Iteration 46Q: 3 clusters Score -1044152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1044161.812500 Penalty: 3031.900146
	Iteration 47Q: 3 clusters Score -1044162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1044165.500000 Penalty: 3031.900146
	Iteration 48Q: 3 clusters Score -1044166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1044171.875000 Penalty: 3031.900146
	Iteration 49Q: 3 clusters Score -1044172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1044176.000000 Penalty: 3031.900146
	Iteration 50Q: 3 clusters Score -1044176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1044178.125000 Penalty: 3031.900146
	Iteration 51Q: 3 clusters Score -1044178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1044181.750000 Penalty: 3031.900146
	Iteration 52Q: 3 clusters Score -1044182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1044182.687500 Penalty: 3031.900146
	Iteration 53Q: 3 clusters Score -1044183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1044185.125000 Penalty: 3031.900146
	Iteration 54Q: 3 clusters Score -1044185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1044185.750000 Penalty: 3031.900146
	Iteration 55Q: 3 clusters Score -1044186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1044188.187500 Penalty: 3031.900146
	Iteration 56Q: 3 clusters Score -1044188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1044188.937500 Penalty: 3031.900146
	Iteration 57Q: 3 clusters Score -1044189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1044189.312500 Penalty: 3031.900146
	Iteration 58Q: 3 clusters Score -1044189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1044193.625000 Penalty: 3031.900146
	Iteration 59Q: 3 clusters Score -1044194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1044193.125000 Penalty: 3031.900146
	Iteration 60F: 3 clusters Score -1044193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1044194.687500 Penalty: 3031.900146
	Iteration 61Q: 3 clusters Score -1044195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1044195.250000 Penalty: 3031.900146
	Iteration 62Q: 3 clusters Score -1044195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1044197.500000 Penalty: 3031.900146
	Iteration 63Q: 3 clusters Score -1044198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1044198.437500 Penalty: 3031.900146
	Iteration 64Q: 3 clusters Score -1044198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1044202.250000 Penalty: 3031.900146
	Iteration 65Q: 3 clusters Score -1044202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1044201.625000 Penalty: 3031.900146
	Iteration 66Q: 3 clusters Score -1044202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1044202.625000 Penalty: 3031.900146
	Iteration 67Q: 3 clusters Score -1044203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1044203.000000 Penalty: 3031.900146
	Iteration 68Q: 3 clusters Score -1044203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1044203.375000 Penalty: 3031.900146
	Iteration 69Q: 3 clusters Score -1044203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1044204.375000 Penalty: 3031.900146
	Iteration 70Q: 3 clusters Score -1044204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1044205.750000 Penalty: 3031.900146
	Iteration 71Q: 3 clusters Score -1044206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1044208.125000 Penalty: 3031.900146
	Iteration 72Q: 3 clusters Score -1044208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1044207.312500 Penalty: 3031.900146
	Iteration 73Q: 3 clusters Score -1044207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1044205.250000 Penalty: 3031.900146
	Iteration 74Q: 3 clusters Score -1044205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1044206.750000 Penalty: 3031.900146
	Iteration 75Q: 3 clusters Score -1044207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1044210.062500 Penalty: 3031.900146
	Iteration 76Q: 3 clusters Score -1044210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1044212.375000 Penalty: 3031.900146
	Iteration 77Q: 3 clusters Score -1044212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1044211.125000 Penalty: 3031.900146
	Iteration 78Q: 3 clusters Score -1044211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1044210.375000 Penalty: 3031.900146
	Iteration 79Q: 3 clusters Score -1044210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1044208.375000 Penalty: 3031.900146
	Iteration 80F: 3 clusters Score -1044208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Entering Unmasked Estep 
Score: -3029772.000000 Penalty: 1670.790405
	Iteration 0F: 2 clusters Score -3029772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3010050.000000 Penalty: 3341.580811
	Iteration 0F: 3 clusters Score -3010050 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3017549.250000 Penalty: 3341.580811
	Iteration 1F: 3 clusters Score -3017549 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3018014.500000 Penalty: 3341.580811
	Iteration 2Q: 3 clusters Score -3018014 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3018422.750000 Penalty: 3341.580811
	Iteration 3Q: 3 clusters Score -3018423 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3018736.500000 Penalty: 3341.580811
	Iteration 4Q: 3 clusters Score -3018736 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3019033.500000 Penalty: 3341.580811
	Iteration 5Q: 3 clusters Score -3019034 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3019273.250000 Penalty: 3341.580811
	Iteration 6Q: 3 clusters Score -3019273 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3019573.750000 Penalty: 3341.580811
	Iteration 7Q: 3 clusters Score -3019574 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3019935.000000 Penalty: 3341.580811
	Iteration 8Q: 3 clusters Score -3019935 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3020393.000000 Penalty: 3341.580811
	Iteration 9Q: 3 clusters Score -3020393 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3021042.500000 Penalty: 3341.580811
	Iteration 10Q: 3 clusters Score -3021042 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3021896.500000 Penalty: 3341.580811
	Iteration 11Q: 3 clusters Score -3021896 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3022978.750000 Penalty: 3341.580811
	Iteration 12F: 3 clusters Score -3022979 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3024246.500000 Penalty: 3341.580811
	Iteration 13F: 3 clusters Score -3024246 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3025334.750000 Penalty: 3341.580811
	Iteration 14Q: 3 clusters Score -3025335 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3026125.500000 Penalty: 3341.580811
	Iteration 15Q: 3 clusters Score -3026126 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3026669.750000 Penalty: 3341.580811
	Iteration 16Q: 3 clusters Score -3026670 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3027043.000000 Penalty: 3341.580811
	Iteration 17Q: 3 clusters Score -3027043 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3027345.500000 Penalty: 3341.580811
	Iteration 18Q: 3 clusters Score -3027346 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3027568.250000 Penalty: 3341.580811
	Iteration 19Q: 3 clusters Score -3027568 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3027772.750000 Penalty: 3341.580811
	Iteration 20F: 3 clusters Score -3027773 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3027903.250000 Penalty: 3341.580811
	Iteration 21Q: 3 clusters Score -3027903 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3028008.000000 Penalty: 3341.580811
	Iteration 22Q: 3 clusters Score -3028008 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3028093.500000 Penalty: 3341.580811
	Iteration 23Q: 3 clusters Score -3028094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3028150.000000 Penalty: 3341.580811
	Iteration 24Q: 3 clusters Score -3028150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3028216.250000 Penalty: 3341.580811
	Iteration 25Q: 3 clusters Score -3028216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3028271.000000 Penalty: 3341.580811
	Iteration 26Q: 3 clusters Score -3028271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3028323.000000 Penalty: 3341.580811
	Iteration 27Q: 3 clusters Score -3028323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3028352.250000 Penalty: 3341.580811
	Iteration 28Q: 3 clusters Score -3028352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3028375.750000 Penalty: 3341.580811
	Iteration 29Q: 3 clusters Score -3028376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3028383.000000 Penalty: 3341.580811
	Iteration 30Q: 3 clusters Score -3028383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3028401.750000 Penalty: 3341.580811
	Iteration 31Q: 3 clusters Score -3028402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3028415.750000 Penalty: 3341.580811
	Iteration 32Q: 3 clusters Score -3028416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3028427.000000 Penalty: 3341.580811
	Iteration 33Q: 3 clusters Score -3028427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3028429.000000 Penalty: 3341.580811
	Iteration 34Q: 3 clusters Score -3028429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3028427.750000 Penalty: 3341.580811
	Iteration 35Q: 3 clusters Score -3028428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3028433.500000 Penalty: 3341.580811
	Iteration 36Q: 3 clusters Score -3028434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3028443.250000 Penalty: 3341.580811
	Iteration 37Q: 3 clusters Score -3028443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3028446.500000 Penalty: 3341.580811
	Iteration 38Q: 3 clusters Score -3028446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3028450.500000 Penalty: 3341.580811
	Iteration 39Q: 3 clusters Score -3028450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3028451.000000 Penalty: 3341.580811
	Iteration 40F: 3 clusters Score -3028451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3028460.250000 Penalty: 3341.580811
	Iteration 41Q: 3 clusters Score -3028460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3028459.750000 Penalty: 3341.580811
	Iteration 42Q: 3 clusters Score -3028460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3028467.000000 Penalty: 3341.580811
	Iteration 43Q: 3 clusters Score -3028467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3028467.500000 Penalty: 3341.580811
	Iteration 44Q: 3 clusters Score -3028468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3028470.750000 Penalty: 3341.580811
	Iteration 45Q: 3 clusters Score -3028471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3028471.000000 Penalty: 3341.580811
	Iteration 46Q: 3 clusters Score -3028471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3028469.750000 Penalty: 3341.580811
	Iteration 47Q: 3 clusters Score -3028470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3028472.000000 Penalty: 3341.580811
	Iteration 48Q: 3 clusters Score -3028472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3028468.000000 Penalty: 3341.580811
	Iteration 49Q: 3 clusters Score -3028468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3028472.000000 Penalty: 3341.580811
	Iteration 50Q: 3 clusters Score -3028472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3028466.000000 Penalty: 3341.580811
	Iteration 51Q: 3 clusters Score -3028466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3028465.500000 Penalty: 3341.580811
	Iteration 52Q: 3 clusters Score -3028466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3028466.500000 Penalty: 3341.580811
	Iteration 53Q: 3 clusters Score -3028466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3028463.250000 Penalty: 3341.580811
	Iteration 54Q: 3 clusters Score -3028463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3028463.250000 Penalty: 3341.580811
	Iteration 55F: 3 clusters Score -3028463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (121313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Entering Unmasked Estep 
Score: -12662545.000000 Penalty: 1902.245972
	Iteration 0F: 2 clusters Score -1.266254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -12581180.000000 Penalty: 3804.491943
	Iteration 0F: 3 clusters Score -1.258118e+07 nChanged 58374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -12615616.000000 Penalty: 3804.491943
	Iteration 1F: 3 clusters Score -1.261562e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -12616690.000000 Penalty: 3804.491943
	Iteration 2Q: 3 clusters Score -1.261669e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -12618182.000000 Penalty: 3804.491943
	Iteration 3Q: 3 clusters Score -1.261818e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -12620082.000000 Penalty: 3804.491943
	Iteration 4Q: 3 clusters Score -1.262008e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -12622750.000000 Penalty: 3804.491943
	Iteration 5Q: 3 clusters Score -1.262275e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -12626134.000000 Penalty: 3804.491943
	Iteration 6F: 3 clusters Score -1.262613e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -12629715.000000 Penalty: 3804.491943
	Iteration 7F: 3 clusters Score -1.262972e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -12632979.000000 Penalty: 3804.491943
	Iteration 8F: 3 clusters Score -1.263298e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -12635834.000000 Penalty: 3804.491943
	Iteration 9F: 3 clusters Score -1.263583e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -12638255.000000 Penalty: 3804.491943
	Iteration 10Q: 3 clusters Score -1.263826e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -12640470.000000 Penalty: 3804.491943
	Iteration 11Q: 3 clusters Score -1.264047e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -12642626.000000 Penalty: 3804.491943
	Iteration 12Q: 3 clusters Score -1.264263e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -12645118.000000 Penalty: 3804.491943
	Iteration 13Q: 3 clusters Score -1.264512e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -12648007.000000 Penalty: 3804.491943
	Iteration 14Q: 3 clusters Score -1.264801e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -12651042.000000 Penalty: 3804.491943
	Iteration 15Q: 3 clusters Score -1.265104e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -12653855.000000 Penalty: 3804.491943
	Iteration 16Q: 3 clusters Score -1.265386e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 114002 members 
Entering Unmasked Estep 
Score: -12656300.000000 Penalty: 3804.491943
	Iteration 17Q: 3 clusters Score -1.26563e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -12658115.000000 Penalty: 3804.491943
	Iteration 18Q: 3 clusters Score -1.265812e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -12659264.000000 Penalty: 3804.491943
	Iteration 19Q: 3 clusters Score -1.265926e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 119478 members 
Entering Unmasked Estep 
Score: -12660033.000000 Penalty: 3804.491943
	Iteration 20F: 3 clusters Score -1.266003e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 120082 members 
Entering Unmasked Estep 
Score: -12660455.000000 Penalty: 3804.491943
	Iteration 21Q: 3 clusters Score -1.266046e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 120398 members 
Entering Unmasked Estep 
Score: -12660715.000000 Penalty: 3804.491943
	Iteration 22Q: 3 clusters Score -1.266072e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -12660838.000000 Penalty: 3804.491943
	Iteration 23Q: 3 clusters Score -1.266084e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -12660889.000000 Penalty: 3804.491943
	Iteration 24Q: 3 clusters Score -1.266089e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -12660911.000000 Penalty: 3804.491943
	Iteration 25Q: 3 clusters Score -1.266091e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -12660945.000000 Penalty: 3804.491943
	Iteration 26Q: 3 clusters Score -1.266094e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -12660974.000000 Penalty: 3804.491943
	Iteration 27Q: 3 clusters Score -1.266097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -12660997.000000 Penalty: 3804.491943
	Iteration 28Q: 3 clusters Score -1.2661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 120792 members 
Entering Unmasked Estep 
Score: -12661012.000000 Penalty: 3804.491943
	Iteration 29Q: 3 clusters Score -1.266101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 120801 members 
Entering Unmasked Estep 
Score: -12661012.000000 Penalty: 3804.491943
	Iteration 30Q: 3 clusters Score -1.266101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -12661038.000000 Penalty: 3804.491943
	Iteration 31Q: 3 clusters Score -1.266104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 120821 members 
Entering Unmasked Estep 
Score: -12661050.000000 Penalty: 3804.491943
	Iteration 32Q: 3 clusters Score -1.266105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 120828 members 
Entering Unmasked Estep 
Score: -12661067.000000 Penalty: 3804.491943
	Iteration 33Q: 3 clusters Score -1.266107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -12661085.000000 Penalty: 3804.491943
	Iteration 34Q: 3 clusters Score -1.266108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 120843 members 
Entering Unmasked Estep 
Score: -12661087.000000 Penalty: 3804.491943
	Iteration 35Q: 3 clusters Score -1.266109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -12661084.000000 Penalty: 3804.491943
	Iteration 36Q: 3 clusters Score -1.266108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -12661090.000000 Penalty: 3804.491943
	Iteration 37Q: 3 clusters Score -1.266109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -12661091.000000 Penalty: 3804.491943
	Iteration 38Q: 3 clusters Score -1.266109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -12661097.000000 Penalty: 3804.491943
	Iteration 39Q: 3 clusters Score -1.26611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -12661097.000000 Penalty: 3804.491943
	Iteration 40F: 3 clusters Score -1.26611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -12661103.000000 Penalty: 3804.491943
	Iteration 41Q: 3 clusters Score -1.26611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -12661101.000000 Penalty: 3804.491943
	Iteration 42Q: 3 clusters Score -1.26611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -12661110.000000 Penalty: 3804.491943
	Iteration 43Q: 3 clusters Score -1.266111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -12661110.000000 Penalty: 3804.491943
	Iteration 44Q: 3 clusters Score -1.266111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -12661108.000000 Penalty: 3804.491943
	Iteration 45Q: 3 clusters Score -1.266111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -12661101.000000 Penalty: 3804.491943
	Iteration 46Q: 3 clusters Score -1.26611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -12661105.000000 Penalty: 3804.491943
	Iteration 47Q: 3 clusters Score -1.26611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -12661107.000000 Penalty: 3804.491943
	Iteration 48Q: 3 clusters Score -1.266111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -12661114.000000 Penalty: 3804.491943
	Iteration 49Q: 3 clusters Score -1.266111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -12661114.000000 Penalty: 3804.491943
	Iteration 50F: 3 clusters Score -1.266111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -304862.906250 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -304862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -302016.812500 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -302016.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -302775.875000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -302775.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -303005.843750 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -303005.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -303195.000000 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -303195 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -303402.593750 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -303402.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303632.625000 Penalty: 2617.099854
	Iteration 5F: 3 clusters Score -303632.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -303801.375000 Penalty: 2617.099854
	Iteration 6F: 3 clusters Score -303801.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303943.343750 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -303943.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -304100.125000 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -304100.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -304249.031250 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -304249 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -304353.656250 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -304353.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -304414.531250 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -304414.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -304446.843750 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -304446.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -304471.093750 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -304471.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304492.531250 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -304492.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -304514.406250 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -304514.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -304536.875000 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -304536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -304547.281250 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -304547.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -304558.156250 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -304558.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304571.625000 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -304571.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -304585.187500 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -304585.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -304593.125000 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -304593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -304598.718750 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -304598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304603.750000 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -304603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -304606.000000 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -304606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -304607.750000 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -304607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -304610.031250 Penalty: 2617.099854
	Iteration 26Q: 3 clusters Score -304610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -304613.718750 Penalty: 2617.099854
	Iteration 27Q: 3 clusters Score -304613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -304614.906250 Penalty: 2617.099854
	Iteration 28Q: 3 clusters Score -304614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -304616.062500 Penalty: 2617.099854
	Iteration 29Q: 3 clusters Score -304616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -304616.781250 Penalty: 2617.099854
	Iteration 30Q: 3 clusters Score -304616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -304617.250000 Penalty: 2617.099854
	Iteration 31Q: 3 clusters Score -304617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -304618.406250 Penalty: 2617.099854
	Iteration 32Q: 3 clusters Score -304618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -304620.343750 Penalty: 2617.099854
	Iteration 33Q: 3 clusters Score -304620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -304621.937500 Penalty: 2617.099854
	Iteration 34Q: 3 clusters Score -304621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -304623.031250 Penalty: 2617.099854
	Iteration 35Q: 3 clusters Score -304623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304622.687500 Penalty: 2617.099854
	Iteration 36Q: 3 clusters Score -304622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -304623.218750 Penalty: 2617.099854
	Iteration 37Q: 3 clusters Score -304623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -304623.781250 Penalty: 2617.099854
	Iteration 38Q: 3 clusters Score -304623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -304623.781250 Penalty: 2617.099854
	Iteration 39F: 3 clusters Score -304623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -503329.656250 Penalty: 1386.783081
	Iteration 0F: 2 clusters Score -503329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -499362.687500 Penalty: 2773.566162
	Iteration 0F: 3 clusters Score -499362.7 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -500565.875000 Penalty: 2773.566162
	Iteration 1F: 3 clusters Score -500565.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -500804.250000 Penalty: 2773.566162
	Iteration 2F: 3 clusters Score -500804.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -500959.687500 Penalty: 2773.566162
	Iteration 3F: 3 clusters Score -500959.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -501104.312500 Penalty: 2773.566162
	Iteration 4Q: 3 clusters Score -501104.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -501263.593750 Penalty: 2773.566162
	Iteration 5Q: 3 clusters Score -501263.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -501432.218750 Penalty: 2773.566162
	Iteration 6Q: 3 clusters Score -501432.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -501593.750000 Penalty: 2773.566162
	Iteration 7Q: 3 clusters Score -501593.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -501732.062500 Penalty: 2773.566162
	Iteration 8Q: 3 clusters Score -501732.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -501846.000000 Penalty: 2773.566162
	Iteration 9Q: 3 clusters Score -501846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -501937.625000 Penalty: 2773.566162
	Iteration 10Q: 3 clusters Score -501937.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -502011.531250 Penalty: 2773.566162
	Iteration 11Q: 3 clusters Score -502011.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -502062.687500 Penalty: 2773.566162
	Iteration 12Q: 3 clusters Score -502062.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -502109.531250 Penalty: 2773.566162
	Iteration 13Q: 3 clusters Score -502109.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -502139.031250 Penalty: 2773.566162
	Iteration 14Q: 3 clusters Score -502139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -502159.656250 Penalty: 2773.566162
	Iteration 15Q: 3 clusters Score -502159.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -502174.937500 Penalty: 2773.566162
	Iteration 16Q: 3 clusters Score -502174.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -502185.718750 Penalty: 2773.566162
	Iteration 17Q: 3 clusters Score -502185.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -502193.125000 Penalty: 2773.566162
	Iteration 18Q: 3 clusters Score -502193.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -502197.781250 Penalty: 2773.566162
	Iteration 19Q: 3 clusters Score -502197.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -502201.062500 Penalty: 2773.566162
	Iteration 20F: 3 clusters Score -502201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -502204.781250 Penalty: 2773.566162
	Iteration 21Q: 3 clusters Score -502204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -502209.718750 Penalty: 2773.566162
	Iteration 22Q: 3 clusters Score -502209.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -502215.718750 Penalty: 2773.566162
	Iteration 23Q: 3 clusters Score -502215.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -502219.093750 Penalty: 2773.566162
	Iteration 24Q: 3 clusters Score -502219.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -502224.156250 Penalty: 2773.566162
	Iteration 25Q: 3 clusters Score -502224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -502226.812500 Penalty: 2773.566162
	Iteration 26Q: 3 clusters Score -502226.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -502232.906250 Penalty: 2773.566162
	Iteration 27Q: 3 clusters Score -502232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -502237.875000 Penalty: 2773.566162
	Iteration 28Q: 3 clusters Score -502237.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -502241.281250 Penalty: 2773.566162
	Iteration 29Q: 3 clusters Score -502241.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -502244.687500 Penalty: 2773.566162
	Iteration 30Q: 3 clusters Score -502244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -502245.062500 Penalty: 2773.566162
	Iteration 31Q: 3 clusters Score -502245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -502246.531250 Penalty: 2773.566162
	Iteration 32Q: 3 clusters Score -502246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -502247.406250 Penalty: 2773.566162
	Iteration 33Q: 3 clusters Score -502247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -502250.906250 Penalty: 2773.566162
	Iteration 34Q: 3 clusters Score -502250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -502254.812500 Penalty: 2773.566162
	Iteration 35Q: 3 clusters Score -502254.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -502256.562500 Penalty: 2773.566162
	Iteration 36Q: 3 clusters Score -502256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -502258.156250 Penalty: 2773.566162
	Iteration 37Q: 3 clusters Score -502258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -502259.937500 Penalty: 2773.566162
	Iteration 38Q: 3 clusters Score -502259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -502261.750000 Penalty: 2773.566162
	Iteration 39Q: 3 clusters Score -502261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -502261.156250 Penalty: 2773.566162
	Iteration 40F: 3 clusters Score -502261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -502262.687500 Penalty: 2773.566162
	Iteration 41Q: 3 clusters Score -502262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -502262.968750 Penalty: 2773.566162
	Iteration 42Q: 3 clusters Score -502263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -502264.500000 Penalty: 2773.566162
	Iteration 43Q: 3 clusters Score -502264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -502265.500000 Penalty: 2773.566162
	Iteration 44Q: 3 clusters Score -502265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -502265.468750 Penalty: 2773.566162
	Iteration 45Q: 3 clusters Score -502265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -502265.406250 Penalty: 2773.566162
	Iteration 46Q: 3 clusters Score -502265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -502265.312500 Penalty: 2773.566162
	Iteration 47Q: 3 clusters Score -502265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -502266.187500 Penalty: 2773.566162
	Iteration 48Q: 3 clusters Score -502266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -502266.906250 Penalty: 2773.566162
	Iteration 49Q: 3 clusters Score -502266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -502266.312500 Penalty: 2773.566162
	Iteration 50Q: 3 clusters Score -502266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -502266.312500 Penalty: 2773.566162
	Iteration 51F: 3 clusters Score -502266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -128857.867188 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -128857.9 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 830 members 
Entering Unmasked Estep 
Score: -127129.273438 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -127129.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -127946.828125 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -127946.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128238.687500 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -128238.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128428.570312 Penalty: 2390.998535
	Iteration 3F: 3 clusters Score -128428.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128549.648438 Penalty: 2390.998535
	Iteration 4F: 3 clusters Score -128549.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128608.609375 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -128608.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128633.218750 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -128633.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128654.375000 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -128654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128667.968750 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -128668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128672.218750 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -128672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128675.015625 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -128675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128675.210938 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -128675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128675.210938 Penalty: 2390.998535
	Iteration 12F: 3 clusters Score -128675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (63121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Entering Unmasked Estep 
Score: -6688060.000000 Penalty: 1796.081421
	Iteration 0F: 2 clusters Score -6688060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6645876.000000 Penalty: 3592.162842
	Iteration 0F: 3 clusters Score -6645876 nChanged 29784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -6663062.500000 Penalty: 3592.162842
	Iteration 1F: 3 clusters Score -6663062 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -6663675.500000 Penalty: 3592.162842
	Iteration 2Q: 3 clusters Score -6663676 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -6664434.500000 Penalty: 3592.162842
	Iteration 3Q: 3 clusters Score -6664434 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6665630.000000 Penalty: 3592.162842
	Iteration 4Q: 3 clusters Score -6665630 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6667704.500000 Penalty: 3592.162842
	Iteration 5F: 3 clusters Score -6667704 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -6670606.500000 Penalty: 3592.162842
	Iteration 6F: 3 clusters Score -6670606 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -6674129.500000 Penalty: 3592.162842
	Iteration 7F: 3 clusters Score -6674130 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -6677514.500000 Penalty: 3592.162842
	Iteration 8F: 3 clusters Score -6677514 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -6680185.500000 Penalty: 3592.162842
	Iteration 9F: 3 clusters Score -6680186 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -6682241.000000 Penalty: 3592.162842
	Iteration 10Q: 3 clusters Score -6682241 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -6683771.500000 Penalty: 3592.162842
	Iteration 11Q: 3 clusters Score -6683772 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6684877.000000 Penalty: 3592.162842
	Iteration 12Q: 3 clusters Score -6684877 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6685635.500000 Penalty: 3592.162842
	Iteration 13Q: 3 clusters Score -6685636 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6685995.500000 Penalty: 3592.162842
	Iteration 14Q: 3 clusters Score -6685996 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6686197.500000 Penalty: 3592.162842
	Iteration 15Q: 3 clusters Score -6686198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6686336.000000 Penalty: 3592.162842
	Iteration 16Q: 3 clusters Score -6686336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6686424.000000 Penalty: 3592.162842
	Iteration 17Q: 3 clusters Score -6686424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6686491.500000 Penalty: 3592.162842
	Iteration 18Q: 3 clusters Score -6686492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6686528.500000 Penalty: 3592.162842
	Iteration 19Q: 3 clusters Score -6686528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6686549.500000 Penalty: 3592.162842
	Iteration 20F: 3 clusters Score -6686550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6686585.000000 Penalty: 3592.162842
	Iteration 21Q: 3 clusters Score -6686585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6686605.500000 Penalty: 3592.162842
	Iteration 22Q: 3 clusters Score -6686606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6686601.000000 Penalty: 3592.162842
	Iteration 23Q: 3 clusters Score -6686601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6686608.500000 Penalty: 3592.162842
	Iteration 24Q: 3 clusters Score -6686608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6686616.500000 Penalty: 3592.162842
	Iteration 25Q: 3 clusters Score -6686616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6686604.500000 Penalty: 3592.162842
	Iteration 26Q: 3 clusters Score -6686604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6686615.000000 Penalty: 3592.162842
	Iteration 27Q: 3 clusters Score -6686615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6686622.000000 Penalty: 3592.162842
	Iteration 28Q: 3 clusters Score -6686622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6686622.500000 Penalty: 3592.162842
	Iteration 29Q: 3 clusters Score -6686622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6686628.000000 Penalty: 3592.162842
	Iteration 30Q: 3 clusters Score -6686628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6686634.000000 Penalty: 3592.162842
	Iteration 31Q: 3 clusters Score -6686634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6686629.000000 Penalty: 3592.162842
	Iteration 32Q: 3 clusters Score -6686629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6686634.500000 Penalty: 3592.162842
	Iteration 33Q: 3 clusters Score -6686634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6686635.500000 Penalty: 3592.162842
	Iteration 34Q: 3 clusters Score -6686636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6686643.500000 Penalty: 3592.162842
	Iteration 35Q: 3 clusters Score -6686644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6686642.000000 Penalty: 3592.162842
	Iteration 36Q: 3 clusters Score -6686642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6686644.500000 Penalty: 3592.162842
	Iteration 37Q: 3 clusters Score -6686644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6686645.500000 Penalty: 3592.162842
	Iteration 38Q: 3 clusters Score -6686646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6686641.000000 Penalty: 3592.162842
	Iteration 39Q: 3 clusters Score -6686641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6686643.500000 Penalty: 3592.162842
	Iteration 40F: 3 clusters Score -6686644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6686645.500000 Penalty: 3592.162842
	Iteration 41Q: 3 clusters Score -6686646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6686641.000000 Penalty: 3592.162842
	Iteration 42Q: 3 clusters Score -6686641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6686647.000000 Penalty: 3592.162842
	Iteration 43Q: 3 clusters Score -6686647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6686645.500000 Penalty: 3592.162842
	Iteration 44Q: 3 clusters Score -6686646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6686645.500000 Penalty: 3592.162842
	Iteration 45F: 3 clusters Score -6686646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -472659.281250 Penalty: 1390.947632
	Iteration 0F: 2 clusters Score -472659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -468573.375000 Penalty: 2781.895264
	Iteration 0F: 3 clusters Score -468573.4 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -470073.281250 Penalty: 2781.895264
	Iteration 1F: 3 clusters Score -470073.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -470731.187500 Penalty: 2781.895264
	Iteration 2F: 3 clusters Score -470731.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -471369.656250 Penalty: 2781.895264
	Iteration 3F: 3 clusters Score -471369.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -471891.250000 Penalty: 2781.895264
	Iteration 4F: 3 clusters Score -471891.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -472322.812500 Penalty: 2781.895264
	Iteration 5F: 3 clusters Score -472322.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -472556.656250 Penalty: 2781.895264
	Iteration 6Q: 3 clusters Score -472556.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -472661.875000 Penalty: 2781.895264
	Iteration 7Q: 3 clusters Score -472661.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -472703.093750 Penalty: 2781.895264
	Iteration 8Q: 3 clusters Score -472703.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -472723.062500 Penalty: 2781.895264
	Iteration 9Q: 3 clusters Score -472723.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -472729.468750 Penalty: 2781.895264
	Iteration 10Q: 3 clusters Score -472729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -472733.937500 Penalty: 2781.895264
	Iteration 11Q: 3 clusters Score -472733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -472735.937500 Penalty: 2781.895264
	Iteration 12Q: 3 clusters Score -472735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -472737.968750 Penalty: 2781.895264
	Iteration 13Q: 3 clusters Score -472738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -472739.343750 Penalty: 2781.895264
	Iteration 14Q: 3 clusters Score -472739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -472741.718750 Penalty: 2781.895264
	Iteration 15Q: 3 clusters Score -472741.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -472742.750000 Penalty: 2781.895264
	Iteration 16Q: 3 clusters Score -472742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -472742.843750 Penalty: 2781.895264
	Iteration 17Q: 3 clusters Score -472742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -472743.375000 Penalty: 2781.895264
	Iteration 18Q: 3 clusters Score -472743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -472743.187500 Penalty: 2781.895264
	Iteration 19Q: 3 clusters Score -472743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -472742.843750 Penalty: 2781.895264
	Iteration 20F: 3 clusters Score -472742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -472743.968750 Penalty: 2781.895264
	Iteration 21Q: 3 clusters Score -472744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -472743.593750 Penalty: 2781.895264
	Iteration 22Q: 3 clusters Score -472743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -472743.875000 Penalty: 2781.895264
	Iteration 23Q: 3 clusters Score -472743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -472745.250000 Penalty: 2781.895264
	Iteration 24Q: 3 clusters Score -472745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -472744.656250 Penalty: 2781.895264
	Iteration 25Q: 3 clusters Score -472744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -472744.968750 Penalty: 2781.895264
	Iteration 26Q: 3 clusters Score -472745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -472745.468750 Penalty: 2781.895264
	Iteration 27Q: 3 clusters Score -472745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -472745.468750 Penalty: 2781.895264
	Iteration 28F: 3 clusters Score -472745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 2122 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Mstep: Class 45 contains 3095 members 
Entering Unmasked Estep 
Score: -154052896.000000 Penalty: 104160.664062
Splitting cluster 41 changes total score from -154053760.000000 to -154052896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -172864.203125 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -172864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -170994.765625 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -170994.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -171453.640625 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -171453.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -171603.625000 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -171603.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -171700.828125 Penalty: 2429.300781
	Iteration 3F: 3 clusters Score -171700.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -171744.656250 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -171744.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -171779.921875 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -171779.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -171807.812500 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -171807.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -171826.140625 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -171826.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171841.765625 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -171841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -171851.859375 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -171851.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -171861.234375 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -171861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -171865.593750 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -171865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -171870.171875 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -171870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -171874.468750 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -171874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171880.890625 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -171880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -171884.796875 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -171884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171886.953125 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -171887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -171887.906250 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -171887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -171889.328125 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -171889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -171890.343750 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -171890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -171890.703125 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -171890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -171892.015625 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -171892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171896.500000 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -171896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -171898.359375 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -171898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -171900.265625 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -171900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -171903.515625 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -171903.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171905.140625 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -171905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -171906.031250 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -171906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -171907.109375 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -171907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -171908.671875 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -171908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -171909.656250 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -171909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -171910.046875 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -171910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -171910.046875 Penalty: 2429.300781
	Iteration 32F: 3 clusters Score -171910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -227421.859375 Penalty: 1275.641846
	Iteration 0F: 2 clusters Score -227421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -224998.718750 Penalty: 2551.283691
	Iteration 0F: 3 clusters Score -224998.7 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -225788.515625 Penalty: 2551.283691
	Iteration 1F: 3 clusters Score -225788.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -226015.375000 Penalty: 2551.283691
	Iteration 2F: 3 clusters Score -226015.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -226145.937500 Penalty: 2551.283691
	Iteration 3F: 3 clusters Score -226145.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -226220.406250 Penalty: 2551.283691
	Iteration 4Q: 3 clusters Score -226220.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -226292.734375 Penalty: 2551.283691
	Iteration 5Q: 3 clusters Score -226292.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -226383.765625 Penalty: 2551.283691
	Iteration 6Q: 3 clusters Score -226383.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -226457.156250 Penalty: 2551.283691
	Iteration 7Q: 3 clusters Score -226457.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -226521.406250 Penalty: 2551.283691
	Iteration 8Q: 3 clusters Score -226521.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -226593.296875 Penalty: 2551.283691
	Iteration 9Q: 3 clusters Score -226593.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -226648.093750 Penalty: 2551.283691
	Iteration 10Q: 3 clusters Score -226648.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226702.734375 Penalty: 2551.283691
	Iteration 11Q: 3 clusters Score -226702.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -226746.750000 Penalty: 2551.283691
	Iteration 12Q: 3 clusters Score -226746.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -226798.812500 Penalty: 2551.283691
	Iteration 13Q: 3 clusters Score -226798.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -226847.078125 Penalty: 2551.283691
	Iteration 14Q: 3 clusters Score -226847.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -226888.812500 Penalty: 2551.283691
	Iteration 15Q: 3 clusters Score -226888.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -226924.921875 Penalty: 2551.283691
	Iteration 16Q: 3 clusters Score -226924.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -226957.031250 Penalty: 2551.283691
	Iteration 17Q: 3 clusters Score -226957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -226988.265625 Penalty: 2551.283691
	Iteration 18Q: 3 clusters Score -226988.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -227026.171875 Penalty: 2551.283691
	Iteration 19Q: 3 clusters Score -227026.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -227070.296875 Penalty: 2551.283691
	Iteration 20F: 3 clusters Score -227070.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -227104.734375 Penalty: 2551.283691
	Iteration 21Q: 3 clusters Score -227104.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -227124.953125 Penalty: 2551.283691
	Iteration 22Q: 3 clusters Score -227125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -227151.062500 Penalty: 2551.283691
	Iteration 23Q: 3 clusters Score -227151.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -227178.281250 Penalty: 2551.283691
	Iteration 24Q: 3 clusters Score -227178.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -227204.093750 Penalty: 2551.283691
	Iteration 25Q: 3 clusters Score -227204.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -227235.437500 Penalty: 2551.283691
	Iteration 26Q: 3 clusters Score -227235.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -227259.046875 Penalty: 2551.283691
	Iteration 27Q: 3 clusters Score -227259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -227291.640625 Penalty: 2551.283691
	Iteration 28Q: 3 clusters Score -227291.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -227318.328125 Penalty: 2551.283691
	Iteration 29Q: 3 clusters Score -227318.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227334.609375 Penalty: 2551.283691
	Iteration 30Q: 3 clusters Score -227334.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -227345.093750 Penalty: 2551.283691
	Iteration 31Q: 3 clusters Score -227345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -227348.968750 Penalty: 2551.283691
	Iteration 32Q: 3 clusters Score -227349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227351.125000 Penalty: 2551.283691
	Iteration 33Q: 3 clusters Score -227351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227353.406250 Penalty: 2551.283691
	Iteration 34Q: 3 clusters Score -227353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -227355.828125 Penalty: 2551.283691
	Iteration 35Q: 3 clusters Score -227355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227359.218750 Penalty: 2551.283691
	Iteration 36Q: 3 clusters Score -227359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -227361.531250 Penalty: 2551.283691
	Iteration 37Q: 3 clusters Score -227361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227362.218750 Penalty: 2551.283691
	Iteration 38Q: 3 clusters Score -227362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227363.281250 Penalty: 2551.283691
	Iteration 39Q: 3 clusters Score -227363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -227364.125000 Penalty: 2551.283691
	Iteration 40F: 3 clusters Score -227364.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -393560.093750 Penalty: 1336.295898
	Iteration 0F: 2 clusters Score -393560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -390390.093750 Penalty: 2672.591797
	Iteration 0F: 3 clusters Score -390390.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -391136.812500 Penalty: 2672.591797
	Iteration 1F: 3 clusters Score -391136.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -391282.062500 Penalty: 2672.591797
	Iteration 2F: 3 clusters Score -391282.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -391360.406250 Penalty: 2672.591797
	Iteration 3Q: 3 clusters Score -391360.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -391424.437500 Penalty: 2672.591797
	Iteration 4Q: 3 clusters Score -391424.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -391483.687500 Penalty: 2672.591797
	Iteration 5Q: 3 clusters Score -391483.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -391531.156250 Penalty: 2672.591797
	Iteration 6Q: 3 clusters Score -391531.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -391574.906250 Penalty: 2672.591797
	Iteration 7Q: 3 clusters Score -391574.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -391617.437500 Penalty: 2672.591797
	Iteration 8Q: 3 clusters Score -391617.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -391661.875000 Penalty: 2672.591797
	Iteration 9Q: 3 clusters Score -391661.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -391717.343750 Penalty: 2672.591797
	Iteration 10Q: 3 clusters Score -391717.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -391764.656250 Penalty: 2672.591797
	Iteration 11Q: 3 clusters Score -391764.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -391811.218750 Penalty: 2672.591797
	Iteration 12Q: 3 clusters Score -391811.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -391860.500000 Penalty: 2672.591797
	Iteration 13Q: 3 clusters Score -391860.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -391910.906250 Penalty: 2672.591797
	Iteration 14Q: 3 clusters Score -391910.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -391961.750000 Penalty: 2672.591797
	Iteration 15Q: 3 clusters Score -391961.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -392022.812500 Penalty: 2672.591797
	Iteration 16Q: 3 clusters Score -392022.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -392089.750000 Penalty: 2672.591797
	Iteration 17Q: 3 clusters Score -392089.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -392134.343750 Penalty: 2672.591797
	Iteration 18Q: 3 clusters Score -392134.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -392179.750000 Penalty: 2672.591797
	Iteration 19Q: 3 clusters Score -392179.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -392217.250000 Penalty: 2672.591797
	Iteration 20F: 3 clusters Score -392217.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -392240.531250 Penalty: 2672.591797
	Iteration 21Q: 3 clusters Score -392240.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -392272.187500 Penalty: 2672.591797
	Iteration 22Q: 3 clusters Score -392272.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -392293.468750 Penalty: 2672.591797
	Iteration 23Q: 3 clusters Score -392293.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -392312.843750 Penalty: 2672.591797
	Iteration 24Q: 3 clusters Score -392312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -392325.156250 Penalty: 2672.591797
	Iteration 25Q: 3 clusters Score -392325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -392335.375000 Penalty: 2672.591797
	Iteration 26Q: 3 clusters Score -392335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -392339.875000 Penalty: 2672.591797
	Iteration 27Q: 3 clusters Score -392339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -392343.281250 Penalty: 2672.591797
	Iteration 28Q: 3 clusters Score -392343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -392344.687500 Penalty: 2672.591797
	Iteration 29Q: 3 clusters Score -392344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -392344.687500 Penalty: 2672.591797
	Iteration 30F: 3 clusters Score -392344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39685 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168351 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16840 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82910 members 
Mstep: Class 20 contains 188914 members 
Mstep: Class 21 contains 115139 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15410 members 
Mstep: Class 26 contains 2245 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156798 members 
Mstep: Class 31 contains 9832 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96054 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29196 members 
Mstep: Class 36 contains 121313 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 40 contains 63121 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053808.000000 Penalty: 101845.984375
Iteration 159Q: 45 clusters Score -1.540538e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11035 members 
Mstep: Class 3 contains 72137 members 
Mstep: Class 4 contains 39687 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50662 members 
Mstep: Class 8 contains 168356 members 
Mstep: Class 9 contains 14499 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 30918 members 
Mstep: Class 12 contains 37831 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32890 members 
Mstep: Class 16 contains 16841 members 
Mstep: Class 17 contains 20352 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82908 members 
Mstep: Class 20 contains 188897 members 
Mstep: Class 21 contains 115144 members 
Mstep: Class 22 contains 11605 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4067 members 
Mstep: Class 30 contains 156805 members 
Mstep: Class 31 contains 9831 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96057 members 
Mstep: Class 34 contains 11261 members 
Mstep: Class 35 contains 29197 members 
Mstep: Class 36 contains 121341 members 
Mstep: Class 37 contains 3141 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63122 members 
Mstep: Class 41 contains 5213 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053728.000000 Penalty: 101845.984375
Iteration 160F: 45 clusters Score -1.540537e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11035 members 
Mstep: Class 3 contains 72138 members 
Mstep: Class 4 contains 39686 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50664 members 
Mstep: Class 8 contains 168348 members 
Mstep: Class 9 contains 14496 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 32892 members 
Mstep: Class 16 contains 16843 members 
Mstep: Class 17 contains 20348 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82909 members 
Mstep: Class 20 contains 188886 members 
Mstep: Class 21 contains 115150 members 
Mstep: Class 22 contains 11601 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31935 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4068 members 
Mstep: Class 30 contains 156810 members 
Mstep: Class 31 contains 9824 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96068 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29198 members 
Mstep: Class 36 contains 121371 members 
Mstep: Class 37 contains 3141 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1569 members 
Mstep: Class 40 contains 63128 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053680.000000 Penalty: 101845.984375
Iteration 161Q: 45 clusters Score -1.540537e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11033 members 
Mstep: Class 3 contains 72138 members 
Mstep: Class 4 contains 39684 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 50664 members 
Mstep: Class 8 contains 168350 members 
Mstep: Class 9 contains 14498 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 30857 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 32895 members 
Mstep: Class 16 contains 16846 members 
Mstep: Class 17 contains 20346 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82911 members 
Mstep: Class 20 contains 188880 members 
Mstep: Class 21 contains 115150 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31936 members 
Mstep: Class 25 contains 15414 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3544 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156804 members 
Mstep: Class 31 contains 9825 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96078 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29200 members 
Mstep: Class 36 contains 121388 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1566 members 
Mstep: Class 40 contains 63131 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053680.000000 Penalty: 101845.984375
Iteration 162Q: 45 clusters Score -1.540537e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11033 members 
Mstep: Class 3 contains 72140 members 
Mstep: Class 4 contains 39678 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 7760 members 
Mstep: Class 7 contains 50664 members 
Mstep: Class 8 contains 168357 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30837 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32894 members 
Mstep: Class 16 contains 16850 members 
Mstep: Class 17 contains 20342 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82915 members 
Mstep: Class 20 contains 188860 members 
Mstep: Class 21 contains 115157 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31936 members 
Mstep: Class 25 contains 15413 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156804 members 
Mstep: Class 31 contains 9829 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96082 members 
Mstep: Class 34 contains 11261 members 
Mstep: Class 35 contains 29200 members 
Mstep: Class 36 contains 121411 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 63127 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053744.000000 Penalty: 101845.984375
Iteration 163Q: 45 clusters Score -1.540537e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11033 members 
Mstep: Class 3 contains 72143 members 
Mstep: Class 4 contains 39674 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50664 members 
Mstep: Class 8 contains 168359 members 
Mstep: Class 9 contains 14507 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30824 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32890 members 
Mstep: Class 16 contains 16853 members 
Mstep: Class 17 contains 20337 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82918 members 
Mstep: Class 20 contains 188855 members 
Mstep: Class 21 contains 115158 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31934 members 
Mstep: Class 25 contains 15412 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3541 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156804 members 
Mstep: Class 31 contains 9831 members 
Mstep: Class 32 contains 6050 members 
Mstep: Class 33 contains 96089 members 
Mstep: Class 34 contains 11260 members 
Mstep: Class 35 contains 29200 members 
Mstep: Class 36 contains 121424 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 63128 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053616.000000 Penalty: 101845.984375
Iteration 164Q: 45 clusters Score -1.540536e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11032 members 
Mstep: Class 3 contains 72143 members 
Mstep: Class 4 contains 39673 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50666 members 
Mstep: Class 8 contains 168354 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30804 members 
Mstep: Class 12 contains 37832 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32890 members 
Mstep: Class 16 contains 16854 members 
Mstep: Class 17 contains 20334 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82919 members 
Mstep: Class 20 contains 188859 members 
Mstep: Class 21 contains 115163 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31934 members 
Mstep: Class 25 contains 15409 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3538 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156807 members 
Mstep: Class 31 contains 9828 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96094 members 
Mstep: Class 34 contains 11260 members 
Mstep: Class 35 contains 29200 members 
Mstep: Class 36 contains 121435 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 63129 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053504.000000 Penalty: 101845.984375
Iteration 165Q: 45 clusters Score -1.540535e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 72145 members 
Mstep: Class 4 contains 39673 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50670 members 
Mstep: Class 8 contains 168352 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30784 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32890 members 
Mstep: Class 16 contains 16854 members 
Mstep: Class 17 contains 20331 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82922 members 
Mstep: Class 20 contains 188856 members 
Mstep: Class 21 contains 115167 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31935 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156808 members 
Mstep: Class 31 contains 9828 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96096 members 
Mstep: Class 34 contains 11258 members 
Mstep: Class 35 contains 29200 members 
Mstep: Class 36 contains 121449 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1565 members 
Mstep: Class 40 contains 63127 members 
Mstep: Class 41 contains 5214 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053520.000000 Penalty: 101845.984375
Iteration 166Q: 45 clusters Score -1.540535e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11030 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39668 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50671 members 
Mstep: Class 8 contains 168346 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30757 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32889 members 
Mstep: Class 16 contains 16857 members 
Mstep: Class 17 contains 20333 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82923 members 
Mstep: Class 20 contains 188854 members 
Mstep: Class 21 contains 115175 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31936 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156810 members 
Mstep: Class 31 contains 9830 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121465 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1564 members 
Mstep: Class 40 contains 63127 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053616.000000 Penalty: 101845.984375
Iteration 167Q: 45 clusters Score -1.540536e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 72147 members 
Mstep: Class 4 contains 39666 members 
Mstep: Class 5 contains 5823 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50675 members 
Mstep: Class 8 contains 168339 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30731 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32888 members 
Mstep: Class 16 contains 16860 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188857 members 
Mstep: Class 21 contains 115186 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156810 members 
Mstep: Class 31 contains 9829 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96107 members 
Mstep: Class 34 contains 11260 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121474 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1563 members 
Mstep: Class 40 contains 63129 members 
Mstep: Class 41 contains 5214 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053680.000000 Penalty: 101845.984375
Iteration 168Q: 45 clusters Score -1.540537e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39666 members 
Mstep: Class 5 contains 5823 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50682 members 
Mstep: Class 8 contains 168340 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30715 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 32888 members 
Mstep: Class 16 contains 16863 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82929 members 
Mstep: Class 20 contains 188845 members 
Mstep: Class 21 contains 115194 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3537 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156806 members 
Mstep: Class 31 contains 9827 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96114 members 
Mstep: Class 34 contains 11262 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121480 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 63129 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053712.000000 Penalty: 101845.984375
Iteration 169Q: 45 clusters Score -1.540537e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 72145 members 
Mstep: Class 4 contains 39661 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50686 members 
Mstep: Class 8 contains 168338 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30702 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 32888 members 
Mstep: Class 16 contains 16864 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 188862 members 
Mstep: Class 21 contains 115199 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156797 members 
Mstep: Class 31 contains 9825 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96117 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121485 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1562 members 
Mstep: Class 40 contains 63127 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053696.000000 Penalty: 101845.984375
Iteration 170Q: 45 clusters Score -1.540537e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 72144 members 
Mstep: Class 4 contains 39658 members 
Mstep: Class 5 contains 5825 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50687 members 
Mstep: Class 8 contains 168338 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30694 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 32887 members 
Mstep: Class 16 contains 16866 members 
Mstep: Class 17 contains 20323 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 188865 members 
Mstep: Class 21 contains 115206 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3524 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156791 members 
Mstep: Class 31 contains 9825 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96122 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121491 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1562 members 
Mstep: Class 40 contains 63129 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053552.000000 Penalty: 101845.984375
Iteration 171Q: 45 clusters Score -1.540536e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39653 members 
Mstep: Class 5 contains 5826 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50689 members 
Mstep: Class 8 contains 168337 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30690 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 32886 members 
Mstep: Class 16 contains 16869 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82932 members 
Mstep: Class 20 contains 188875 members 
Mstep: Class 21 contains 115210 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3518 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156780 members 
Mstep: Class 31 contains 9821 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96125 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121493 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1561 members 
Mstep: Class 40 contains 63131 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053728.000000 Penalty: 101845.984375
Iteration 172Q: 45 clusters Score -1.540537e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39650 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50691 members 
Mstep: Class 8 contains 168337 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30683 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 32890 members 
Mstep: Class 16 contains 16872 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82934 members 
Mstep: Class 20 contains 188876 members 
Mstep: Class 21 contains 115215 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3516 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156778 members 
Mstep: Class 31 contains 9814 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96121 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121501 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 63132 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053616.000000 Penalty: 101845.984375
Iteration 173Q: 45 clusters Score -1.540536e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 72147 members 
Mstep: Class 4 contains 39645 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50691 members 
Mstep: Class 8 contains 168329 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30672 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 32892 members 
Mstep: Class 16 contains 16875 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82934 members 
Mstep: Class 20 contains 188889 members 
Mstep: Class 21 contains 115217 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3514 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156771 members 
Mstep: Class 31 contains 9812 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 96127 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121506 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 63136 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053568.000000 Penalty: 101845.984375
Iteration 174Q: 45 clusters Score -1.540536e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39641 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50690 members 
Mstep: Class 8 contains 168328 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30658 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 32894 members 
Mstep: Class 16 contains 16881 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82935 members 
Mstep: Class 20 contains 188898 members 
Mstep: Class 21 contains 115216 members 
Mstep: Class 22 contains 11598 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3512 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156763 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96130 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 121512 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1559 members 
Mstep: Class 40 contains 63140 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053568.000000 Penalty: 101845.984375
Iteration 175Q: 45 clusters Score -1.540536e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 72144 members 
Mstep: Class 4 contains 39636 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50690 members 
Mstep: Class 8 contains 168328 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30639 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 32896 members 
Mstep: Class 16 contains 16885 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82934 members 
Mstep: Class 20 contains 188913 members 
Mstep: Class 21 contains 115217 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3510 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156754 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96133 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 121520 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1558 members 
Mstep: Class 40 contains 63142 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053552.000000 Penalty: 101845.984375
Iteration 176Q: 45 clusters Score -1.540536e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39634 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50691 members 
Mstep: Class 8 contains 168329 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30620 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 32896 members 
Mstep: Class 16 contains 16891 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82933 members 
Mstep: Class 20 contains 188925 members 
Mstep: Class 21 contains 115217 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3507 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156752 members 
Mstep: Class 31 contains 9814 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 96135 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 121522 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1557 members 
Mstep: Class 40 contains 63147 members 
Mstep: Class 41 contains 5214 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053536.000000 Penalty: 101845.984375
Iteration 177Q: 45 clusters Score -1.540535e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5831 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50692 members 
Mstep: Class 8 contains 168327 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30593 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10970 members 
Mstep: Class 15 contains 32897 members 
Mstep: Class 16 contains 16892 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82932 members 
Mstep: Class 20 contains 188938 members 
Mstep: Class 21 contains 115220 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3504 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156758 members 
Mstep: Class 31 contains 9814 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 96138 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121528 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1555 members 
Mstep: Class 40 contains 63154 members 
Mstep: Class 41 contains 5214 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053536.000000 Penalty: 101845.984375
Iteration 178Q: 45 clusters Score -1.540535e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 72141 members 
Mstep: Class 4 contains 39632 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50693 members 
Mstep: Class 8 contains 168326 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30569 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10971 members 
Mstep: Class 15 contains 32898 members 
Mstep: Class 16 contains 16895 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82928 members 
Mstep: Class 20 contains 188957 members 
Mstep: Class 21 contains 115222 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3501 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156762 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 96138 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121537 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 63156 members 
Mstep: Class 41 contains 5215 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053552.000000 Penalty: 101845.984375
Iteration 179Q: 45 clusters Score -1.540536e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11021 members 
Mstep: Class 3 contains 72140 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50698 members 
Mstep: Class 8 contains 168329 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30548 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10971 members 
Mstep: Class 15 contains 32899 members 
Mstep: Class 16 contains 16895 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82929 members 
Mstep: Class 20 contains 188973 members 
Mstep: Class 21 contains 115225 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3501 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156758 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 96138 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121535 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 63162 members 
Mstep: Class 41 contains 5216 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053552.000000 Penalty: 101845.984375
Iteration 180F: 45 clusters Score -1.540536e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 11018 members 
Mstep: Class 3 contains 72139 members 
Mstep: Class 4 contains 39631 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50701 members 
Mstep: Class 8 contains 168327 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30533 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16897 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 188989 members 
Mstep: Class 21 contains 115228 members 
Mstep: Class 22 contains 11597 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3500 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156751 members 
Mstep: Class 31 contains 9814 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96138 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121536 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 63166 members 
Mstep: Class 41 contains 5218 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053520.000000 Penalty: 101845.984375
Iteration 181Q: 45 clusters Score -1.540535e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 11017 members 
Mstep: Class 3 contains 72139 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50707 members 
Mstep: Class 8 contains 168323 members 
Mstep: Class 9 contains 14520 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30516 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16898 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82931 members 
Mstep: Class 20 contains 188999 members 
Mstep: Class 21 contains 115231 members 
Mstep: Class 22 contains 11596 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3495 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156759 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 6051 members 
Mstep: Class 33 contains 96138 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121540 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 63167 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053632.000000 Penalty: 101845.984375
Iteration 182Q: 45 clusters Score -1.540536e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72141 members 
Mstep: Class 4 contains 39631 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50712 members 
Mstep: Class 8 contains 168321 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30492 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32901 members 
Mstep: Class 16 contains 16898 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82931 members 
Mstep: Class 20 contains 189017 members 
Mstep: Class 21 contains 115234 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3493 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156754 members 
Mstep: Class 31 contains 9812 members 
Mstep: Class 32 contains 6052 members 
Mstep: Class 33 contains 96140 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121544 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63171 members 
Mstep: Class 41 contains 5223 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053664.000000 Penalty: 101845.984375
Iteration 183Q: 45 clusters Score -1.540537e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72138 members 
Mstep: Class 4 contains 39632 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50716 members 
Mstep: Class 8 contains 168321 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30478 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32902 members 
Mstep: Class 16 contains 16899 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82931 members 
Mstep: Class 20 contains 189019 members 
Mstep: Class 21 contains 115235 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156749 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96145 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121550 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63175 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053616.000000 Penalty: 101845.984375
Iteration 184Q: 45 clusters Score -1.540536e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72137 members 
Mstep: Class 4 contains 39631 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50718 members 
Mstep: Class 8 contains 168324 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30466 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32902 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 189013 members 
Mstep: Class 21 contains 115241 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156744 members 
Mstep: Class 31 contains 9810 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96152 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121558 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63179 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053648.000000 Penalty: 101845.984375
Iteration 185Q: 45 clusters Score -1.540536e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11014 members 
Mstep: Class 3 contains 72134 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50720 members 
Mstep: Class 8 contains 168327 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30450 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32904 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82928 members 
Mstep: Class 20 contains 189015 members 
Mstep: Class 21 contains 115247 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3491 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156736 members 
Mstep: Class 31 contains 9809 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96153 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121568 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63181 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053552.000000 Penalty: 101845.984375
Iteration 186Q: 45 clusters Score -1.540536e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11012 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50722 members 
Mstep: Class 8 contains 168319 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30440 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32903 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82924 members 
Mstep: Class 20 contains 189016 members 
Mstep: Class 21 contains 115252 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3490 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156736 members 
Mstep: Class 31 contains 9808 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96156 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29205 members 
Mstep: Class 36 contains 121577 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63185 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053632.000000 Penalty: 101845.984375
Iteration 187Q: 45 clusters Score -1.540536e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50723 members 
Mstep: Class 8 contains 168315 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30427 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32903 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82928 members 
Mstep: Class 20 contains 189011 members 
Mstep: Class 21 contains 115255 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31941 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3490 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156733 members 
Mstep: Class 31 contains 9807 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96161 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121586 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63189 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053520.000000 Penalty: 101845.984375
Iteration 188Q: 45 clusters Score -1.540535e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72134 members 
Mstep: Class 4 contains 39631 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50725 members 
Mstep: Class 8 contains 168322 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30420 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32902 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 188998 members 
Mstep: Class 21 contains 115260 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156731 members 
Mstep: Class 31 contains 9804 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96166 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121590 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63187 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053424.000000 Penalty: 101845.984375
Iteration 189Q: 45 clusters Score -1.540534e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72134 members 
Mstep: Class 4 contains 39631 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50728 members 
Mstep: Class 8 contains 168326 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30412 members 
Mstep: Class 12 contains 37836 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32901 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 188991 members 
Mstep: Class 21 contains 115263 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 15535 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156727 members 
Mstep: Class 31 contains 9806 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96170 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121593 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63188 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053584.000000 Penalty: 101845.984375
Iteration 190Q: 45 clusters Score -1.540536e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72133 members 
Mstep: Class 4 contains 39632 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50730 members 
Mstep: Class 8 contains 168329 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30403 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32902 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82931 members 
Mstep: Class 20 contains 188988 members 
Mstep: Class 21 contains 115265 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156723 members 
Mstep: Class 31 contains 9808 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96173 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121601 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63189 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053568.000000 Penalty: 101845.984375
Iteration 191Q: 45 clusters Score -1.540536e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72130 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5826 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50732 members 
Mstep: Class 8 contains 168330 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30399 members 
Mstep: Class 12 contains 37836 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82930 members 
Mstep: Class 20 contains 188990 members 
Mstep: Class 21 contains 115266 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15407 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156714 members 
Mstep: Class 31 contains 9811 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96174 members 
Mstep: Class 34 contains 11267 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121608 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63191 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053664.000000 Penalty: 101845.984375
Iteration 192Q: 45 clusters Score -1.540537e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72128 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50735 members 
Mstep: Class 8 contains 168330 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32902 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82929 members 
Mstep: Class 20 contains 188986 members 
Mstep: Class 21 contains 115268 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15405 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156706 members 
Mstep: Class 31 contains 9811 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96175 members 
Mstep: Class 34 contains 11268 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121617 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 63196 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053664.000000 Penalty: 101845.984375
Iteration 193Q: 45 clusters Score -1.540537e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72124 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50736 members 
Mstep: Class 8 contains 168335 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30389 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32901 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82929 members 
Mstep: Class 20 contains 188982 members 
Mstep: Class 21 contains 115271 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156704 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96174 members 
Mstep: Class 34 contains 11268 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121626 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63199 members 
Mstep: Class 41 contains 5220 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053712.000000 Penalty: 101845.984375
Iteration 194Q: 45 clusters Score -1.540537e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72121 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50738 members 
Mstep: Class 8 contains 168338 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30385 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82928 members 
Mstep: Class 20 contains 188975 members 
Mstep: Class 21 contains 115273 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31940 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156702 members 
Mstep: Class 31 contains 9817 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96174 members 
Mstep: Class 34 contains 11268 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121631 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63202 members 
Mstep: Class 41 contains 5220 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053632.000000 Penalty: 101845.984375
Iteration 195Q: 45 clusters Score -1.540536e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 72120 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168338 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30382 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 32899 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82926 members 
Mstep: Class 20 contains 188970 members 
Mstep: Class 21 contains 115274 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156705 members 
Mstep: Class 31 contains 9816 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96175 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121637 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63204 members 
Mstep: Class 41 contains 5220 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053616.000000 Penalty: 101845.984375
Iteration 196Q: 45 clusters Score -1.540536e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11014 members 
Mstep: Class 3 contains 72120 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168341 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10973 members 
Mstep: Class 15 contains 32899 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188961 members 
Mstep: Class 21 contains 115274 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15535 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156701 members 
Mstep: Class 31 contains 9817 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96176 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 121645 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63206 members 
Mstep: Class 41 contains 5220 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053616.000000 Penalty: 101845.984375
Iteration 197Q: 45 clusters Score -1.540536e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72120 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168342 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82926 members 
Mstep: Class 20 contains 188952 members 
Mstep: Class 21 contains 115277 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156696 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96177 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121650 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63210 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053584.000000 Penalty: 101845.984375
Iteration 198Q: 45 clusters Score -1.540536e+08 nChanged 21
Entering ConstructFrom: 
Score: -154053584.000000 Penalty: 101845.984375
Entering ConstructFrom: 
Trying to split cluster 1 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -981364.312500 Penalty: 1489.775757
	Iteration 0F: 2 clusters Score -981364.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -974464.062500 Penalty: 2979.551514
	Iteration 0F: 3 clusters Score -974464.1 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -976837.250000 Penalty: 2979.551514
	Iteration 1F: 3 clusters Score -976837.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -977464.750000 Penalty: 2979.551514
	Iteration 2F: 3 clusters Score -977464.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -978159.000000 Penalty: 2979.551514
	Iteration 3F: 3 clusters Score -978159 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -978769.625000 Penalty: 2979.551514
	Iteration 4F: 3 clusters Score -978769.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -979281.812500 Penalty: 2979.551514
	Iteration 5F: 3 clusters Score -979281.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -979643.250000 Penalty: 2979.551514
	Iteration 6F: 3 clusters Score -979643.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -979849.625000 Penalty: 2979.551514
	Iteration 7Q: 3 clusters Score -979849.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -979986.937500 Penalty: 2979.551514
	Iteration 8Q: 3 clusters Score -979986.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -980094.500000 Penalty: 2979.551514
	Iteration 9Q: 3 clusters Score -980094.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -980175.375000 Penalty: 2979.551514
	Iteration 10Q: 3 clusters Score -980175.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -980226.500000 Penalty: 2979.551514
	Iteration 11Q: 3 clusters Score -980226.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -980275.437500 Penalty: 2979.551514
	Iteration 12Q: 3 clusters Score -980275.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -980314.875000 Penalty: 2979.551514
	Iteration 13Q: 3 clusters Score -980314.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -980349.500000 Penalty: 2979.551514
	Iteration 14Q: 3 clusters Score -980349.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -980381.562500 Penalty: 2979.551514
	Iteration 15Q: 3 clusters Score -980381.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -980403.375000 Penalty: 2979.551514
	Iteration 16Q: 3 clusters Score -980403.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -980418.000000 Penalty: 2979.551514
	Iteration 17Q: 3 clusters Score -980418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -980426.437500 Penalty: 2979.551514
	Iteration 18Q: 3 clusters Score -980426.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -980440.312500 Penalty: 2979.551514
	Iteration 19Q: 3 clusters Score -980440.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -980448.625000 Penalty: 2979.551514
	Iteration 20F: 3 clusters Score -980448.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -980458.187500 Penalty: 2979.551514
	Iteration 21Q: 3 clusters Score -980458.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -980466.812500 Penalty: 2979.551514
	Iteration 22Q: 3 clusters Score -980466.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -980474.875000 Penalty: 2979.551514
	Iteration 23Q: 3 clusters Score -980474.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -980475.437500 Penalty: 2979.551514
	Iteration 24Q: 3 clusters Score -980475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -980478.500000 Penalty: 2979.551514
	Iteration 25Q: 3 clusters Score -980478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -980480.937500 Penalty: 2979.551514
	Iteration 26Q: 3 clusters Score -980480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -980481.187500 Penalty: 2979.551514
	Iteration 27Q: 3 clusters Score -980481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -980483.687500 Penalty: 2979.551514
	Iteration 28Q: 3 clusters Score -980483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -980484.750000 Penalty: 2979.551514
	Iteration 29Q: 3 clusters Score -980484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -980490.000000 Penalty: 2979.551514
	Iteration 30Q: 3 clusters Score -980490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -980489.312500 Penalty: 2979.551514
	Iteration 31Q: 3 clusters Score -980489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -980490.000000 Penalty: 2979.551514
	Iteration 32Q: 3 clusters Score -980490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -980492.937500 Penalty: 2979.551514
	Iteration 33Q: 3 clusters Score -980492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -980492.375000 Penalty: 2979.551514
	Iteration 34Q: 3 clusters Score -980492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -980492.125000 Penalty: 2979.551514
	Iteration 35Q: 3 clusters Score -980492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -980494.250000 Penalty: 2979.551514
	Iteration 36Q: 3 clusters Score -980494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -980494.250000 Penalty: 2979.551514
	Iteration 37F: 3 clusters Score -980494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1149996.375000 Penalty: 1512.360107
	Iteration 0F: 2 clusters Score -1149996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1142237.875000 Penalty: 3024.720215
	Iteration 0F: 3 clusters Score -1142238 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1144917.750000 Penalty: 3024.720215
	Iteration 1F: 3 clusters Score -1144918 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1145301.125000 Penalty: 3024.720215
	Iteration 2F: 3 clusters Score -1145301 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1145731.750000 Penalty: 3024.720215
	Iteration 3F: 3 clusters Score -1145732 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1146277.375000 Penalty: 3024.720215
	Iteration 4F: 3 clusters Score -1146277 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1146790.875000 Penalty: 3024.720215
	Iteration 5F: 3 clusters Score -1146791 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1147222.250000 Penalty: 3024.720215
	Iteration 6F: 3 clusters Score -1147222 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1147649.375000 Penalty: 3024.720215
	Iteration 7F: 3 clusters Score -1147649 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1148072.000000 Penalty: 3024.720215
	Iteration 8F: 3 clusters Score -1148072 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1148439.000000 Penalty: 3024.720215
	Iteration 9Q: 3 clusters Score -1148439 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1148774.125000 Penalty: 3024.720215
	Iteration 10Q: 3 clusters Score -1148774 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1149109.375000 Penalty: 3024.720215
	Iteration 11Q: 3 clusters Score -1149109 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1149399.375000 Penalty: 3024.720215
	Iteration 12Q: 3 clusters Score -1149399 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1149629.375000 Penalty: 3024.720215
	Iteration 13Q: 3 clusters Score -1149629 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1149793.375000 Penalty: 3024.720215
	Iteration 14Q: 3 clusters Score -1149793 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1149894.375000 Penalty: 3024.720215
	Iteration 15Q: 3 clusters Score -1149894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1149955.500000 Penalty: 3024.720215
	Iteration 16Q: 3 clusters Score -1149956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1149989.250000 Penalty: 3024.720215
	Iteration 17Q: 3 clusters Score -1149989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1150006.250000 Penalty: 3024.720215
	Iteration 18Q: 3 clusters Score -1150006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1150012.625000 Penalty: 3024.720215
	Iteration 19Q: 3 clusters Score -1150013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1150020.375000 Penalty: 3024.720215
	Iteration 20F: 3 clusters Score -1150020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1150023.250000 Penalty: 3024.720215
	Iteration 21Q: 3 clusters Score -1150023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1150028.250000 Penalty: 3024.720215
	Iteration 22Q: 3 clusters Score -1150028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1150030.875000 Penalty: 3024.720215
	Iteration 23Q: 3 clusters Score -1150031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1150037.250000 Penalty: 3024.720215
	Iteration 24Q: 3 clusters Score -1150037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1150037.000000 Penalty: 3024.720215
	Iteration 25Q: 3 clusters Score -1150037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1150037.125000 Penalty: 3024.720215
	Iteration 26Q: 3 clusters Score -1150037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1150038.750000 Penalty: 3024.720215
	Iteration 27Q: 3 clusters Score -1150039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1150042.500000 Penalty: 3024.720215
	Iteration 28Q: 3 clusters Score -1150042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1150044.750000 Penalty: 3024.720215
	Iteration 29Q: 3 clusters Score -1150045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1150048.000000 Penalty: 3024.720215
	Iteration 30Q: 3 clusters Score -1150048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1150046.000000 Penalty: 3024.720215
	Iteration 31Q: 3 clusters Score -1150046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1150045.500000 Penalty: 3024.720215
	Iteration 32Q: 3 clusters Score -1150046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1150047.250000 Penalty: 3024.720215
	Iteration 33Q: 3 clusters Score -1150047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1150047.250000 Penalty: 3024.720215
	Iteration 34Q: 3 clusters Score -1150047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1150050.500000 Penalty: 3024.720215
	Iteration 35Q: 3 clusters Score -1150050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1150049.625000 Penalty: 3024.720215
	Iteration 36Q: 3 clusters Score -1150050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1150050.000000 Penalty: 3024.720215
	Iteration 37Q: 3 clusters Score -1150050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1150047.875000 Penalty: 3024.720215
	Iteration 38Q: 3 clusters Score -1150048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1150050.000000 Penalty: 3024.720215
	Iteration 39Q: 3 clusters Score -1150050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1150049.250000 Penalty: 3024.720215
	Iteration 40F: 3 clusters Score -1150049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1150051.375000 Penalty: 3024.720215
	Iteration 41Q: 3 clusters Score -1150051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1150052.625000 Penalty: 3024.720215
	Iteration 42Q: 3 clusters Score -1150053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1150053.500000 Penalty: 3024.720215
	Iteration 43Q: 3 clusters Score -1150054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1150052.125000 Penalty: 3024.720215
	Iteration 44Q: 3 clusters Score -1150052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1150052.375000 Penalty: 3024.720215
	Iteration 45Q: 3 clusters Score -1150052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1150054.875000 Penalty: 3024.720215
	Iteration 46Q: 3 clusters Score -1150055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1150052.125000 Penalty: 3024.720215
	Iteration 47Q: 3 clusters Score -1150052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1150055.375000 Penalty: 3024.720215
	Iteration 48Q: 3 clusters Score -1150055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1150053.750000 Penalty: 3024.720215
	Iteration 49Q: 3 clusters Score -1150054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1150057.125000 Penalty: 3024.720215
	Iteration 50Q: 3 clusters Score -1150057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1150055.250000 Penalty: 3024.720215
	Iteration 51Q: 3 clusters Score -1150055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1150054.625000 Penalty: 3024.720215
	Iteration 52Q: 3 clusters Score -1150055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1150055.625000 Penalty: 3024.720215
	Iteration 53Q: 3 clusters Score -1150056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1150058.375000 Penalty: 3024.720215
	Iteration 54Q: 3 clusters Score -1150058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1150055.875000 Penalty: 3024.720215
	Iteration 55Q: 3 clusters Score -1150056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1150056.375000 Penalty: 3024.720215
	Iteration 56Q: 3 clusters Score -1150056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1150054.250000 Penalty: 3024.720215
	Iteration 57Q: 3 clusters Score -1150054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1150053.875000 Penalty: 3024.720215
	Iteration 58Q: 3 clusters Score -1150054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1150053.625000 Penalty: 3024.720215
	Iteration 59Q: 3 clusters Score -1150054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1150054.875000 Penalty: 3024.720215
	Iteration 60F: 3 clusters Score -1150055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1150055.625000 Penalty: 3024.720215
	Iteration 61Q: 3 clusters Score -1150056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1150055.625000 Penalty: 3024.720215
	Iteration 62Q: 3 clusters Score -1150056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1150055.625000 Penalty: 3024.720215
	Iteration 63Q: 3 clusters Score -1150056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1150059.125000 Penalty: 3024.720215
	Iteration 64Q: 3 clusters Score -1150059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1150058.125000 Penalty: 3024.720215
	Iteration 65Q: 3 clusters Score -1150058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1150057.375000 Penalty: 3024.720215
	Iteration 66Q: 3 clusters Score -1150057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1150058.125000 Penalty: 3024.720215
	Iteration 67Q: 3 clusters Score -1150058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1150059.750000 Penalty: 3024.720215
	Iteration 68Q: 3 clusters Score -1150060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1150060.375000 Penalty: 3024.720215
	Iteration 69Q: 3 clusters Score -1150060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1150060.375000 Penalty: 3024.720215
	Iteration 70F: 3 clusters Score -1150060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 115278 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 6659 members 
Entering Unmasked Estep 
Score: -154052976.000000 Penalty: 104160.664062
Splitting cluster 2 changes total score from -154053584.000000 to -154052976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (72122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Entering Unmasked Estep 
Score: -7555896.000000 Penalty: 1817.743530
	Iteration 0F: 2 clusters Score -7555896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -7507558.000000 Penalty: 3635.487061
	Iteration 0F: 3 clusters Score -7507558 nChanged 34197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7527725.000000 Penalty: 3635.487061
	Iteration 1F: 3 clusters Score -7527725 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7528850.000000 Penalty: 3635.487061
	Iteration 2Q: 3 clusters Score -7528850 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -7530266.000000 Penalty: 3635.487061
	Iteration 3Q: 3 clusters Score -7530266 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -7532375.500000 Penalty: 3635.487061
	Iteration 4F: 3 clusters Score -7532376 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -7535498.500000 Penalty: 3635.487061
	Iteration 5F: 3 clusters Score -7535498 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7539716.500000 Penalty: 3635.487061
	Iteration 6F: 3 clusters Score -7539716 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -7544190.000000 Penalty: 3635.487061
	Iteration 7F: 3 clusters Score -7544190 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -7548162.000000 Penalty: 3635.487061
	Iteration 8F: 3 clusters Score -7548162 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -7551044.000000 Penalty: 3635.487061
	Iteration 9Q: 3 clusters Score -7551044 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -7552637.000000 Penalty: 3635.487061
	Iteration 10Q: 3 clusters Score -7552637 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -7553461.000000 Penalty: 3635.487061
	Iteration 11Q: 3 clusters Score -7553461 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -7553829.000000 Penalty: 3635.487061
	Iteration 12Q: 3 clusters Score -7553829 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -7554060.000000 Penalty: 3635.487061
	Iteration 13Q: 3 clusters Score -7554060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -7554186.500000 Penalty: 3635.487061
	Iteration 14Q: 3 clusters Score -7554186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -7554239.000000 Penalty: 3635.487061
	Iteration 15Q: 3 clusters Score -7554239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -7554276.500000 Penalty: 3635.487061
	Iteration 16Q: 3 clusters Score -7554276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -7554304.500000 Penalty: 3635.487061
	Iteration 17Q: 3 clusters Score -7554304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -7554333.500000 Penalty: 3635.487061
	Iteration 18Q: 3 clusters Score -7554334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -7554342.000000 Penalty: 3635.487061
	Iteration 19Q: 3 clusters Score -7554342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -7554348.000000 Penalty: 3635.487061
	Iteration 20F: 3 clusters Score -7554348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -7554359.000000 Penalty: 3635.487061
	Iteration 21Q: 3 clusters Score -7554359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -7554351.000000 Penalty: 3635.487061
	Iteration 22Q: 3 clusters Score -7554351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -7554354.000000 Penalty: 3635.487061
	Iteration 23Q: 3 clusters Score -7554354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -7554361.000000 Penalty: 3635.487061
	Iteration 24Q: 3 clusters Score -7554361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -7554373.000000 Penalty: 3635.487061
	Iteration 25Q: 3 clusters Score -7554373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -7554373.000000 Penalty: 3635.487061
	Iteration 26F: 3 clusters Score -7554373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Entering Unmasked Estep 
Score: -4021560.500000 Penalty: 1720.434692
	Iteration 0F: 2 clusters Score -4021560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3994990.500000 Penalty: 3440.869385
	Iteration 0F: 3 clusters Score -3994990 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4005622.750000 Penalty: 3440.869385
	Iteration 1F: 3 clusters Score -4005623 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4006320.250000 Penalty: 3440.869385
	Iteration 2Q: 3 clusters Score -4006320 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4007130.500000 Penalty: 3440.869385
	Iteration 3Q: 3 clusters Score -4007130 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4008248.750000 Penalty: 3440.869385
	Iteration 4F: 3 clusters Score -4008249 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4009524.000000 Penalty: 3440.869385
	Iteration 5F: 3 clusters Score -4009524 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -4010789.250000 Penalty: 3440.869385
	Iteration 6F: 3 clusters Score -4010789 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4011938.500000 Penalty: 3440.869385
	Iteration 7F: 3 clusters Score -4011938 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4013061.250000 Penalty: 3440.869385
	Iteration 8F: 3 clusters Score -4013061 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4014156.500000 Penalty: 3440.869385
	Iteration 9Q: 3 clusters Score -4014156 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4015156.250000 Penalty: 3440.869385
	Iteration 10Q: 3 clusters Score -4015156 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4015956.750000 Penalty: 3440.869385
	Iteration 11Q: 3 clusters Score -4015957 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4016513.750000 Penalty: 3440.869385
	Iteration 12Q: 3 clusters Score -4016514 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4016946.500000 Penalty: 3440.869385
	Iteration 13Q: 3 clusters Score -4016946 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4017282.500000 Penalty: 3440.869385
	Iteration 14Q: 3 clusters Score -4017282 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4017500.500000 Penalty: 3440.869385
	Iteration 15Q: 3 clusters Score -4017500 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4017643.250000 Penalty: 3440.869385
	Iteration 16Q: 3 clusters Score -4017643 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4017711.750000 Penalty: 3440.869385
	Iteration 17Q: 3 clusters Score -4017712 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4017759.250000 Penalty: 3440.869385
	Iteration 18Q: 3 clusters Score -4017759 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4017825.250000 Penalty: 3440.869385
	Iteration 19Q: 3 clusters Score -4017825 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4017841.500000 Penalty: 3440.869385
	Iteration 20F: 3 clusters Score -4017842 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4017848.250000 Penalty: 3440.869385
	Iteration 21Q: 3 clusters Score -4017848 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4017875.750000 Penalty: 3440.869385
	Iteration 22Q: 3 clusters Score -4017876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4017897.750000 Penalty: 3440.869385
	Iteration 23Q: 3 clusters Score -4017898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4017909.250000 Penalty: 3440.869385
	Iteration 24Q: 3 clusters Score -4017909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4017912.750000 Penalty: 3440.869385
	Iteration 25Q: 3 clusters Score -4017913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4017939.750000 Penalty: 3440.869385
	Iteration 26Q: 3 clusters Score -4017940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4017928.250000 Penalty: 3440.869385
	Iteration 27Q: 3 clusters Score -4017928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4017923.000000 Penalty: 3440.869385
	Iteration 28Q: 3 clusters Score -4017923 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4017932.000000 Penalty: 3440.869385
	Iteration 29Q: 3 clusters Score -4017932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4017942.250000 Penalty: 3440.869385
	Iteration 30Q: 3 clusters Score -4017942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4017953.750000 Penalty: 3440.869385
	Iteration 31Q: 3 clusters Score -4017954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4017981.000000 Penalty: 3440.869385
	Iteration 32Q: 3 clusters Score -4017981 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4017990.250000 Penalty: 3440.869385
	Iteration 33Q: 3 clusters Score -4017990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4018006.250000 Penalty: 3440.869385
	Iteration 34Q: 3 clusters Score -4018006 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4018022.500000 Penalty: 3440.869385
	Iteration 35Q: 3 clusters Score -4018022 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4018029.000000 Penalty: 3440.869385
	Iteration 36Q: 3 clusters Score -4018029 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4018043.750000 Penalty: 3440.869385
	Iteration 37Q: 3 clusters Score -4018044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4018066.000000 Penalty: 3440.869385
	Iteration 38Q: 3 clusters Score -4018066 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4018098.000000 Penalty: 3440.869385
	Iteration 39Q: 3 clusters Score -4018098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4018121.250000 Penalty: 3440.869385
	Iteration 40F: 3 clusters Score -4018121 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4018154.250000 Penalty: 3440.869385
	Iteration 41Q: 3 clusters Score -4018154 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4018231.500000 Penalty: 3440.869385
	Iteration 42Q: 3 clusters Score -4018232 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4018296.000000 Penalty: 3440.869385
	Iteration 43Q: 3 clusters Score -4018296 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4018405.250000 Penalty: 3440.869385
	Iteration 44Q: 3 clusters Score -4018405 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -4018485.750000 Penalty: 3440.869385
	Iteration 45Q: 3 clusters Score -4018486 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -4018605.250000 Penalty: 3440.869385
	Iteration 46Q: 3 clusters Score -4018605 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -4018724.250000 Penalty: 3440.869385
	Iteration 47Q: 3 clusters Score -4018724 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4018878.500000 Penalty: 3440.869385
	Iteration 48Q: 3 clusters Score -4018878 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -4019076.500000 Penalty: 3440.869385
	Iteration 49Q: 3 clusters Score -4019076 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4019265.250000 Penalty: 3440.869385
	Iteration 50Q: 3 clusters Score -4019265 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4019475.250000 Penalty: 3440.869385
	Iteration 51Q: 3 clusters Score -4019475 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4019670.250000 Penalty: 3440.869385
	Iteration 52Q: 3 clusters Score -4019670 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4019834.000000 Penalty: 3440.869385
	Iteration 53Q: 3 clusters Score -4019834 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4019972.500000 Penalty: 3440.869385
	Iteration 54Q: 3 clusters Score -4019972 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -4020088.500000 Penalty: 3440.869385
	Iteration 55Q: 3 clusters Score -4020088 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4020191.750000 Penalty: 3440.869385
	Iteration 56Q: 3 clusters Score -4020192 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4020287.500000 Penalty: 3440.869385
	Iteration 57Q: 3 clusters Score -4020288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4020378.000000 Penalty: 3440.869385
	Iteration 58Q: 3 clusters Score -4020378 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4020460.750000 Penalty: 3440.869385
	Iteration 59Q: 3 clusters Score -4020461 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4020514.000000 Penalty: 3440.869385
	Iteration 60F: 3 clusters Score -4020514 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -4020545.000000 Penalty: 3440.869385
	Iteration 61Q: 3 clusters Score -4020545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4020578.000000 Penalty: 3440.869385
	Iteration 62Q: 3 clusters Score -4020578 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4020609.250000 Penalty: 3440.869385
	Iteration 63Q: 3 clusters Score -4020609 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4020636.500000 Penalty: 3440.869385
	Iteration 64Q: 3 clusters Score -4020636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4020634.250000 Penalty: 3440.869385
	Iteration 65Q: 3 clusters Score -4020634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4020665.250000 Penalty: 3440.869385
	Iteration 66Q: 3 clusters Score -4020665 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -4020672.750000 Penalty: 3440.869385
	Iteration 67Q: 3 clusters Score -4020673 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4020676.500000 Penalty: 3440.869385
	Iteration 68Q: 3 clusters Score -4020676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4020692.500000 Penalty: 3440.869385
	Iteration 69Q: 3 clusters Score -4020692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4020701.500000 Penalty: 3440.869385
	Iteration 70Q: 3 clusters Score -4020702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4020708.250000 Penalty: 3440.869385
	Iteration 71Q: 3 clusters Score -4020708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4020713.250000 Penalty: 3440.869385
	Iteration 72Q: 3 clusters Score -4020713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4020723.500000 Penalty: 3440.869385
	Iteration 73Q: 3 clusters Score -4020724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4020725.750000 Penalty: 3440.869385
	Iteration 74Q: 3 clusters Score -4020726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4020726.250000 Penalty: 3440.869385
	Iteration 75Q: 3 clusters Score -4020726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4020738.250000 Penalty: 3440.869385
	Iteration 76Q: 3 clusters Score -4020738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4020743.000000 Penalty: 3440.869385
	Iteration 77Q: 3 clusters Score -4020743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4020760.500000 Penalty: 3440.869385
	Iteration 78Q: 3 clusters Score -4020760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4020778.500000 Penalty: 3440.869385
	Iteration 79Q: 3 clusters Score -4020778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4020781.000000 Penalty: 3440.869385
	Iteration 80F: 3 clusters Score -4020781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4020786.000000 Penalty: 3440.869385
	Iteration 81Q: 3 clusters Score -4020786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -4020794.500000 Penalty: 3440.869385
	Iteration 82Q: 3 clusters Score -4020794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4020803.750000 Penalty: 3440.869385
	Iteration 83Q: 3 clusters Score -4020804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4020811.750000 Penalty: 3440.869385
	Iteration 84Q: 3 clusters Score -4020812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4020814.750000 Penalty: 3440.869385
	Iteration 85Q: 3 clusters Score -4020815 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4020825.000000 Penalty: 3440.869385
	Iteration 86Q: 3 clusters Score -4020825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4020824.500000 Penalty: 3440.869385
	Iteration 87Q: 3 clusters Score -4020824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4020837.000000 Penalty: 3440.869385
	Iteration 88Q: 3 clusters Score -4020837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4020849.500000 Penalty: 3440.869385
	Iteration 89Q: 3 clusters Score -4020850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4020843.000000 Penalty: 3440.869385
	Iteration 90Q: 3 clusters Score -4020843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4020853.250000 Penalty: 3440.869385
	Iteration 91Q: 3 clusters Score -4020853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4020864.250000 Penalty: 3440.869385
	Iteration 92Q: 3 clusters Score -4020864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4020874.500000 Penalty: 3440.869385
	Iteration 93Q: 3 clusters Score -4020874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -4020874.000000 Penalty: 3440.869385
	Iteration 94Q: 3 clusters Score -4020874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4020887.750000 Penalty: 3440.869385
	Iteration 95Q: 3 clusters Score -4020888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4020899.000000 Penalty: 3440.869385
	Iteration 96Q: 3 clusters Score -4020899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4020907.250000 Penalty: 3440.869385
	Iteration 97Q: 3 clusters Score -4020907 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4020923.750000 Penalty: 3440.869385
	Iteration 98Q: 3 clusters Score -4020924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -4020937.750000 Penalty: 3440.869385
	Iteration 99Q: 3 clusters Score -4020938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4020953.250000 Penalty: 3440.869385
	Iteration 100F: 3 clusters Score -4020953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4020962.500000 Penalty: 3440.869385
	Iteration 101Q: 3 clusters Score -4020962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4020984.250000 Penalty: 3440.869385
	Iteration 102Q: 3 clusters Score -4020984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4020995.750000 Penalty: 3440.869385
	Iteration 103Q: 3 clusters Score -4020996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4021021.750000 Penalty: 3440.869385
	Iteration 104Q: 3 clusters Score -4021022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4021047.250000 Penalty: 3440.869385
	Iteration 105Q: 3 clusters Score -4021047 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4021061.250000 Penalty: 3440.869385
	Iteration 106Q: 3 clusters Score -4021061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4021079.750000 Penalty: 3440.869385
	Iteration 107Q: 3 clusters Score -4021080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4021111.500000 Penalty: 3440.869385
	Iteration 108Q: 3 clusters Score -4021112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4021123.500000 Penalty: 3440.869385
	Iteration 109Q: 3 clusters Score -4021124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4021129.000000 Penalty: 3440.869385
	Iteration 110Q: 3 clusters Score -4021129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4021154.000000 Penalty: 3440.869385
	Iteration 111Q: 3 clusters Score -4021154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4021180.500000 Penalty: 3440.869385
	Iteration 112Q: 3 clusters Score -4021180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4021180.000000 Penalty: 3440.869385
	Iteration 113Q: 3 clusters Score -4021180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4021181.500000 Penalty: 3440.869385
	Iteration 114Q: 3 clusters Score -4021182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4021190.500000 Penalty: 3440.869385
	Iteration 115Q: 3 clusters Score -4021190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4021203.000000 Penalty: 3440.869385
	Iteration 116Q: 3 clusters Score -4021203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4021223.500000 Penalty: 3440.869385
	Iteration 117Q: 3 clusters Score -4021224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4021230.250000 Penalty: 3440.869385
	Iteration 118Q: 3 clusters Score -4021230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4021239.500000 Penalty: 3440.869385
	Iteration 119Q: 3 clusters Score -4021240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4021258.000000 Penalty: 3440.869385
	Iteration 120F: 3 clusters Score -4021258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4021268.000000 Penalty: 3440.869385
	Iteration 121Q: 3 clusters Score -4021268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4021281.750000 Penalty: 3440.869385
	Iteration 122Q: 3 clusters Score -4021282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4021285.250000 Penalty: 3440.869385
	Iteration 123Q: 3 clusters Score -4021285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4021291.750000 Penalty: 3440.869385
	Iteration 124Q: 3 clusters Score -4021292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4021291.500000 Penalty: 3440.869385
	Iteration 125Q: 3 clusters Score -4021292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4021290.000000 Penalty: 3440.869385
	Iteration 126Q: 3 clusters Score -4021290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4021292.500000 Penalty: 3440.869385
	Iteration 127Q: 3 clusters Score -4021292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4021298.500000 Penalty: 3440.869385
	Iteration 128Q: 3 clusters Score -4021298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4021298.250000 Penalty: 3440.869385
	Iteration 129Q: 3 clusters Score -4021298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4021308.000000 Penalty: 3440.869385
	Iteration 130Q: 3 clusters Score -4021308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4021310.750000 Penalty: 3440.869385
	Iteration 131Q: 3 clusters Score -4021311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4021310.250000 Penalty: 3440.869385
	Iteration 132Q: 3 clusters Score -4021310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4021309.000000 Penalty: 3440.869385
	Iteration 133Q: 3 clusters Score -4021309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4021306.000000 Penalty: 3440.869385
	Iteration 134Q: 3 clusters Score -4021306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4021313.750000 Penalty: 3440.869385
	Iteration 135Q: 3 clusters Score -4021314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4021310.750000 Penalty: 3440.869385
	Iteration 136Q: 3 clusters Score -4021311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4021306.250000 Penalty: 3440.869385
	Iteration 137Q: 3 clusters Score -4021306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4021306.250000 Penalty: 3440.869385
	Iteration 138F: 3 clusters Score -4021306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -550542.937500 Penalty: 1408.693481
	Iteration 0F: 2 clusters Score -550542.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -546157.875000 Penalty: 2817.386963
	Iteration 0F: 3 clusters Score -546157.9 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -547722.437500 Penalty: 2817.386963
	Iteration 1F: 3 clusters Score -547722.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -548260.625000 Penalty: 2817.386963
	Iteration 2F: 3 clusters Score -548260.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -548791.062500 Penalty: 2817.386963
	Iteration 3F: 3 clusters Score -548791.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -549280.562500 Penalty: 2817.386963
	Iteration 4F: 3 clusters Score -549280.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -549599.125000 Penalty: 2817.386963
	Iteration 5F: 3 clusters Score -549599.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -549786.687500 Penalty: 2817.386963
	Iteration 6Q: 3 clusters Score -549786.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -549923.625000 Penalty: 2817.386963
	Iteration 7Q: 3 clusters Score -549923.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -550009.875000 Penalty: 2817.386963
	Iteration 8Q: 3 clusters Score -550009.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -550055.750000 Penalty: 2817.386963
	Iteration 9Q: 3 clusters Score -550055.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -550090.875000 Penalty: 2817.386963
	Iteration 10Q: 3 clusters Score -550090.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -550127.875000 Penalty: 2817.386963
	Iteration 11Q: 3 clusters Score -550127.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -550166.437500 Penalty: 2817.386963
	Iteration 12Q: 3 clusters Score -550166.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -550202.437500 Penalty: 2817.386963
	Iteration 13Q: 3 clusters Score -550202.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -550239.625000 Penalty: 2817.386963
	Iteration 14Q: 3 clusters Score -550239.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -550272.125000 Penalty: 2817.386963
	Iteration 15Q: 3 clusters Score -550272.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -550304.875000 Penalty: 2817.386963
	Iteration 16Q: 3 clusters Score -550304.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -550332.000000 Penalty: 2817.386963
	Iteration 17Q: 3 clusters Score -550332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -550358.812500 Penalty: 2817.386963
	Iteration 18Q: 3 clusters Score -550358.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -550386.312500 Penalty: 2817.386963
	Iteration 19Q: 3 clusters Score -550386.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -550406.187500 Penalty: 2817.386963
	Iteration 20F: 3 clusters Score -550406.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -550422.812500 Penalty: 2817.386963
	Iteration 21Q: 3 clusters Score -550422.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -550443.375000 Penalty: 2817.386963
	Iteration 22Q: 3 clusters Score -550443.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -550464.875000 Penalty: 2817.386963
	Iteration 23Q: 3 clusters Score -550464.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -550483.812500 Penalty: 2817.386963
	Iteration 24Q: 3 clusters Score -550483.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -550503.562500 Penalty: 2817.386963
	Iteration 25Q: 3 clusters Score -550503.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -550520.937500 Penalty: 2817.386963
	Iteration 26Q: 3 clusters Score -550520.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -550538.437500 Penalty: 2817.386963
	Iteration 27Q: 3 clusters Score -550538.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -550554.500000 Penalty: 2817.386963
	Iteration 28Q: 3 clusters Score -550554.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -550574.000000 Penalty: 2817.386963
	Iteration 29Q: 3 clusters Score -550574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -550592.500000 Penalty: 2817.386963
	Iteration 30Q: 3 clusters Score -550592.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -550607.000000 Penalty: 2817.386963
	Iteration 31Q: 3 clusters Score -550607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -550614.437500 Penalty: 2817.386963
	Iteration 32Q: 3 clusters Score -550614.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -550625.562500 Penalty: 2817.386963
	Iteration 33Q: 3 clusters Score -550625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -550630.562500 Penalty: 2817.386963
	Iteration 34Q: 3 clusters Score -550630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -550633.437500 Penalty: 2817.386963
	Iteration 35Q: 3 clusters Score -550633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -550636.750000 Penalty: 2817.386963
	Iteration 36Q: 3 clusters Score -550636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -550637.625000 Penalty: 2817.386963
	Iteration 37Q: 3 clusters Score -550637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -550639.687500 Penalty: 2817.386963
	Iteration 38Q: 3 clusters Score -550639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -550643.062500 Penalty: 2817.386963
	Iteration 39Q: 3 clusters Score -550643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -550643.687500 Penalty: 2817.386963
	Iteration 40F: 3 clusters Score -550643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -550644.500000 Penalty: 2817.386963
	Iteration 41Q: 3 clusters Score -550644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -550645.812500 Penalty: 2817.386963
	Iteration 42Q: 3 clusters Score -550645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -550647.000000 Penalty: 2817.386963
	Iteration 43Q: 3 clusters Score -550647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -550648.062500 Penalty: 2817.386963
	Iteration 44Q: 3 clusters Score -550648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -550648.125000 Penalty: 2817.386963
	Iteration 45Q: 3 clusters Score -550648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -550649.062500 Penalty: 2817.386963
	Iteration 46Q: 3 clusters Score -550649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -550649.062500 Penalty: 2817.386963
	Iteration 47Q: 3 clusters Score -550649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -550650.312500 Penalty: 2817.386963
	Iteration 48Q: 3 clusters Score -550650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -550650.187500 Penalty: 2817.386963
	Iteration 49Q: 3 clusters Score -550650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -550650.187500 Penalty: 2817.386963
	Iteration 50F: 3 clusters Score -550650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 115278 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 4198 members 
Entering Unmasked Estep 
Score: -154052304.000000 Penalty: 104160.664062
Splitting cluster 5 changes total score from -154053584.000000 to -154052304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Entering Unmasked Estep 
Score: -772461.062500 Penalty: 1455.490723
	Iteration 0F: 2 clusters Score -772461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -766761.062500 Penalty: 2910.981445
	Iteration 0F: 3 clusters Score -766761.1 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -768648.375000 Penalty: 2910.981445
	Iteration 1F: 3 clusters Score -768648.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -769259.000000 Penalty: 2910.981445
	Iteration 2F: 3 clusters Score -769259 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -770082.062500 Penalty: 2910.981445
	Iteration 3F: 3 clusters Score -770082.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -771022.750000 Penalty: 2910.981445
	Iteration 4F: 3 clusters Score -771022.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -771738.687500 Penalty: 2910.981445
	Iteration 5F: 3 clusters Score -771738.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -772123.187500 Penalty: 2910.981445
	Iteration 6F: 3 clusters Score -772123.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -772310.500000 Penalty: 2910.981445
	Iteration 7Q: 3 clusters Score -772310.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -772404.875000 Penalty: 2910.981445
	Iteration 8Q: 3 clusters Score -772404.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -772476.187500 Penalty: 2910.981445
	Iteration 9Q: 3 clusters Score -772476.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -772517.187500 Penalty: 2910.981445
	Iteration 10Q: 3 clusters Score -772517.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -772539.937500 Penalty: 2910.981445
	Iteration 11Q: 3 clusters Score -772539.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -772566.625000 Penalty: 2910.981445
	Iteration 12Q: 3 clusters Score -772566.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -772584.937500 Penalty: 2910.981445
	Iteration 13Q: 3 clusters Score -772584.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -772595.312500 Penalty: 2910.981445
	Iteration 14Q: 3 clusters Score -772595.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -772602.500000 Penalty: 2910.981445
	Iteration 15Q: 3 clusters Score -772602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -772605.125000 Penalty: 2910.981445
	Iteration 16Q: 3 clusters Score -772605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -772606.062500 Penalty: 2910.981445
	Iteration 17Q: 3 clusters Score -772606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -772609.250000 Penalty: 2910.981445
	Iteration 18Q: 3 clusters Score -772609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -772609.250000 Penalty: 2910.981445
	Iteration 19Q: 3 clusters Score -772609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -772610.125000 Penalty: 2910.981445
	Iteration 20F: 3 clusters Score -772610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -772608.375000 Penalty: 2910.981445
	Iteration 21Q: 3 clusters Score -772608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -772608.375000 Penalty: 2910.981445
	Iteration 22F: 3 clusters Score -772608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 115278 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 5520 members 
Entering Unmasked Estep 
Score: -154052304.000000 Penalty: 104160.664062
Splitting cluster 6 changes total score from -154053584.000000 to -154052304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (50740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Entering Unmasked Estep 
Score: -5342694.000000 Penalty: 1760.601318
	Iteration 0F: 2 clusters Score -5342694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -5308628.000000 Penalty: 3521.202637
	Iteration 0F: 3 clusters Score -5308628 nChanged 23935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -5322240.500000 Penalty: 3521.202637
	Iteration 1F: 3 clusters Score -5322240 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5322750.000000 Penalty: 3521.202637
	Iteration 2Q: 3 clusters Score -5322750 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5323417.500000 Penalty: 3521.202637
	Iteration 3Q: 3 clusters Score -5323418 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5324356.500000 Penalty: 3521.202637
	Iteration 4Q: 3 clusters Score -5324356 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -5325845.500000 Penalty: 3521.202637
	Iteration 5F: 3 clusters Score -5325846 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -5328179.000000 Penalty: 3521.202637
	Iteration 6F: 3 clusters Score -5328179 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -5331139.000000 Penalty: 3521.202637
	Iteration 7F: 3 clusters Score -5331139 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -5334227.500000 Penalty: 3521.202637
	Iteration 8F: 3 clusters Score -5334228 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5336780.500000 Penalty: 3521.202637
	Iteration 9F: 3 clusters Score -5336780 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -5338624.000000 Penalty: 3521.202637
	Iteration 10Q: 3 clusters Score -5338624 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -5339828.500000 Penalty: 3521.202637
	Iteration 11Q: 3 clusters Score -5339828 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -5340448.500000 Penalty: 3521.202637
	Iteration 12Q: 3 clusters Score -5340448 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -5340783.500000 Penalty: 3521.202637
	Iteration 13Q: 3 clusters Score -5340784 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -5340950.000000 Penalty: 3521.202637
	Iteration 14Q: 3 clusters Score -5340950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -5341042.500000 Penalty: 3521.202637
	Iteration 15Q: 3 clusters Score -5341042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -5341088.000000 Penalty: 3521.202637
	Iteration 16Q: 3 clusters Score -5341088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -5341123.000000 Penalty: 3521.202637
	Iteration 17Q: 3 clusters Score -5341123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -5341143.500000 Penalty: 3521.202637
	Iteration 18Q: 3 clusters Score -5341144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -5341165.000000 Penalty: 3521.202637
	Iteration 19Q: 3 clusters Score -5341165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -5341178.500000 Penalty: 3521.202637
	Iteration 20F: 3 clusters Score -5341178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -5341182.500000 Penalty: 3521.202637
	Iteration 21Q: 3 clusters Score -5341182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -5341192.500000 Penalty: 3521.202637
	Iteration 22Q: 3 clusters Score -5341192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -5341197.500000 Penalty: 3521.202637
	Iteration 23Q: 3 clusters Score -5341198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -5341211.000000 Penalty: 3521.202637
	Iteration 24Q: 3 clusters Score -5341211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -5341206.000000 Penalty: 3521.202637
	Iteration 25Q: 3 clusters Score -5341206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -5341215.000000 Penalty: 3521.202637
	Iteration 26Q: 3 clusters Score -5341215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -5341216.000000 Penalty: 3521.202637
	Iteration 27Q: 3 clusters Score -5341216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -5341217.000000 Penalty: 3521.202637
	Iteration 28Q: 3 clusters Score -5341217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -5341217.000000 Penalty: 3521.202637
	Iteration 29F: 3 clusters Score -5341217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168343 members 
Entering Unmasked Estep 
Score: -17672100.000000 Penalty: 1955.485840
	Iteration 0F: 2 clusters Score -1.76721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -17574028.000000 Penalty: 3910.971680
	Iteration 0F: 3 clusters Score -1.757403e+07 nChanged 81285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -17623224.000000 Penalty: 3910.971680
	Iteration 1F: 3 clusters Score -1.762322e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -17625378.000000 Penalty: 3910.971680
	Iteration 2Q: 3 clusters Score -1.762538e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -17628208.000000 Penalty: 3910.971680
	Iteration 3Q: 3 clusters Score -1.762821e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -17631572.000000 Penalty: 3910.971680
	Iteration 4F: 3 clusters Score -1.763157e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103386 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -17635388.000000 Penalty: 3910.971680
	Iteration 5F: 3 clusters Score -1.763539e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -17639354.000000 Penalty: 3910.971680
	Iteration 6F: 3 clusters Score -1.763935e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117002 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -17644040.000000 Penalty: 3910.971680
	Iteration 7F: 3 clusters Score -1.764404e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -17649376.000000 Penalty: 3910.971680
	Iteration 8F: 3 clusters Score -1.764938e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134400 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -17655494.000000 Penalty: 3910.971680
	Iteration 9F: 3 clusters Score -1.765549e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -17662104.000000 Penalty: 3910.971680
	Iteration 10F: 3 clusters Score -1.76621e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152299 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -17665664.000000 Penalty: 3910.971680
	Iteration 11F: 3 clusters Score -1.766566e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -17667738.000000 Penalty: 3910.971680
	Iteration 12Q: 3 clusters Score -1.766774e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -17669156.000000 Penalty: 3910.971680
	Iteration 13Q: 3 clusters Score -1.766916e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17669756.000000 Penalty: 3910.971680
	Iteration 14Q: 3 clusters Score -1.766976e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17670074.000000 Penalty: 3910.971680
	Iteration 15Q: 3 clusters Score -1.767007e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -17670166.000000 Penalty: 3910.971680
	Iteration 16Q: 3 clusters Score -1.767017e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -17670292.000000 Penalty: 3910.971680
	Iteration 17Q: 3 clusters Score -1.767029e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17670400.000000 Penalty: 3910.971680
	Iteration 18Q: 3 clusters Score -1.76704e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17670422.000000 Penalty: 3910.971680
	Iteration 19Q: 3 clusters Score -1.767042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168073 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17670430.000000 Penalty: 3910.971680
	Iteration 20F: 3 clusters Score -1.767043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17670464.000000 Penalty: 3910.971680
	Iteration 21Q: 3 clusters Score -1.767046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168101 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17670492.000000 Penalty: 3910.971680
	Iteration 22Q: 3 clusters Score -1.767049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17670508.000000 Penalty: 3910.971680
	Iteration 23Q: 3 clusters Score -1.767051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17670516.000000 Penalty: 3910.971680
	Iteration 24Q: 3 clusters Score -1.767052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17670508.000000 Penalty: 3910.971680
	Iteration 25Q: 3 clusters Score -1.767051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168111 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17670516.000000 Penalty: 3910.971680
	Iteration 26Q: 3 clusters Score -1.767052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17670530.000000 Penalty: 3910.971680
	Iteration 27Q: 3 clusters Score -1.767053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17670536.000000 Penalty: 3910.971680
	Iteration 28Q: 3 clusters Score -1.767054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168111 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17670534.000000 Penalty: 3910.971680
	Iteration 29Q: 3 clusters Score -1.767053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17670530.000000 Penalty: 3910.971680
	Iteration 30Q: 3 clusters Score -1.767053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17670526.000000 Penalty: 3910.971680
	Iteration 31Q: 3 clusters Score -1.767053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17670526.000000 Penalty: 3910.971680
	Iteration 32F: 3 clusters Score -1.767053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Entering Unmasked Estep 
Score: -1400554.125000 Penalty: 1557.328247
	Iteration 0F: 2 clusters Score -1400554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1390460.875000 Penalty: 3114.656494
	Iteration 0F: 3 clusters Score -1390461 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1393947.375000 Penalty: 3114.656494
	Iteration 1F: 3 clusters Score -1393947 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1394327.500000 Penalty: 3114.656494
	Iteration 2F: 3 clusters Score -1394328 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1394700.000000 Penalty: 3114.656494
	Iteration 3F: 3 clusters Score -1394700 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1395090.375000 Penalty: 3114.656494
	Iteration 4F: 3 clusters Score -1395090 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1395548.000000 Penalty: 3114.656494
	Iteration 5F: 3 clusters Score -1395548 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1396020.375000 Penalty: 3114.656494
	Iteration 6F: 3 clusters Score -1396020 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1396425.750000 Penalty: 3114.656494
	Iteration 7F: 3 clusters Score -1396426 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1396760.375000 Penalty: 3114.656494
	Iteration 8Q: 3 clusters Score -1396760 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1397036.125000 Penalty: 3114.656494
	Iteration 9Q: 3 clusters Score -1397036 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1397323.875000 Penalty: 3114.656494
	Iteration 10Q: 3 clusters Score -1397324 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1397618.250000 Penalty: 3114.656494
	Iteration 11Q: 3 clusters Score -1397618 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1397928.375000 Penalty: 3114.656494
	Iteration 12Q: 3 clusters Score -1397928 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1398195.750000 Penalty: 3114.656494
	Iteration 13Q: 3 clusters Score -1398196 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1398413.125000 Penalty: 3114.656494
	Iteration 14Q: 3 clusters Score -1398413 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1398585.000000 Penalty: 3114.656494
	Iteration 15Q: 3 clusters Score -1398585 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1398750.625000 Penalty: 3114.656494
	Iteration 16Q: 3 clusters Score -1398751 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1398905.500000 Penalty: 3114.656494
	Iteration 17Q: 3 clusters Score -1398906 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1399030.500000 Penalty: 3114.656494
	Iteration 18Q: 3 clusters Score -1399030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1399128.000000 Penalty: 3114.656494
	Iteration 19Q: 3 clusters Score -1399128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1399217.750000 Penalty: 3114.656494
	Iteration 20F: 3 clusters Score -1399218 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1399272.375000 Penalty: 3114.656494
	Iteration 21Q: 3 clusters Score -1399272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1399314.250000 Penalty: 3114.656494
	Iteration 22Q: 3 clusters Score -1399314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1399347.500000 Penalty: 3114.656494
	Iteration 23Q: 3 clusters Score -1399348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1399382.875000 Penalty: 3114.656494
	Iteration 24Q: 3 clusters Score -1399383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1399397.125000 Penalty: 3114.656494
	Iteration 25Q: 3 clusters Score -1399397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1399411.000000 Penalty: 3114.656494
	Iteration 26Q: 3 clusters Score -1399411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1399427.000000 Penalty: 3114.656494
	Iteration 27Q: 3 clusters Score -1399427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1399432.875000 Penalty: 3114.656494
	Iteration 28Q: 3 clusters Score -1399433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1399446.000000 Penalty: 3114.656494
	Iteration 29Q: 3 clusters Score -1399446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1399462.500000 Penalty: 3114.656494
	Iteration 30Q: 3 clusters Score -1399462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1399478.375000 Penalty: 3114.656494
	Iteration 31Q: 3 clusters Score -1399478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1399489.000000 Penalty: 3114.656494
	Iteration 32Q: 3 clusters Score -1399489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1399507.000000 Penalty: 3114.656494
	Iteration 33Q: 3 clusters Score -1399507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1399520.625000 Penalty: 3114.656494
	Iteration 34Q: 3 clusters Score -1399521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1399533.625000 Penalty: 3114.656494
	Iteration 35Q: 3 clusters Score -1399534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1399545.625000 Penalty: 3114.656494
	Iteration 36Q: 3 clusters Score -1399546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1399550.875000 Penalty: 3114.656494
	Iteration 37Q: 3 clusters Score -1399551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1399554.250000 Penalty: 3114.656494
	Iteration 38Q: 3 clusters Score -1399554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1399561.125000 Penalty: 3114.656494
	Iteration 39Q: 3 clusters Score -1399561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1399562.000000 Penalty: 3114.656494
	Iteration 40F: 3 clusters Score -1399562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1399561.875000 Penalty: 3114.656494
	Iteration 41Q: 3 clusters Score -1399562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1399564.375000 Penalty: 3114.656494
	Iteration 42Q: 3 clusters Score -1399564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1399568.625000 Penalty: 3114.656494
	Iteration 43Q: 3 clusters Score -1399569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1399568.125000 Penalty: 3114.656494
	Iteration 44Q: 3 clusters Score -1399568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1399572.125000 Penalty: 3114.656494
	Iteration 45Q: 3 clusters Score -1399572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1399574.125000 Penalty: 3114.656494
	Iteration 46Q: 3 clusters Score -1399574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1399577.625000 Penalty: 3114.656494
	Iteration 47Q: 3 clusters Score -1399578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1399580.750000 Penalty: 3114.656494
	Iteration 48Q: 3 clusters Score -1399581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1399581.250000 Penalty: 3114.656494
	Iteration 49Q: 3 clusters Score -1399581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1399587.375000 Penalty: 3114.656494
	Iteration 50Q: 3 clusters Score -1399587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1399588.750000 Penalty: 3114.656494
	Iteration 51Q: 3 clusters Score -1399589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1399592.375000 Penalty: 3114.656494
	Iteration 52Q: 3 clusters Score -1399592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1399589.625000 Penalty: 3114.656494
	Iteration 53Q: 3 clusters Score -1399590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1399590.500000 Penalty: 3114.656494
	Iteration 54Q: 3 clusters Score -1399590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1399589.250000 Penalty: 3114.656494
	Iteration 55Q: 3 clusters Score -1399589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1399590.625000 Penalty: 3114.656494
	Iteration 56Q: 3 clusters Score -1399591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1399594.000000 Penalty: 3114.656494
	Iteration 57Q: 3 clusters Score -1399594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1399597.000000 Penalty: 3114.656494
	Iteration 58Q: 3 clusters Score -1399597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1399597.000000 Penalty: 3114.656494
	Iteration 59Q: 3 clusters Score -1399597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1399599.000000 Penalty: 3114.656494
	Iteration 60F: 3 clusters Score -1399599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1399602.375000 Penalty: 3114.656494
	Iteration 61Q: 3 clusters Score -1399602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1399603.500000 Penalty: 3114.656494
	Iteration 62Q: 3 clusters Score -1399604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1399603.125000 Penalty: 3114.656494
	Iteration 63Q: 3 clusters Score -1399603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1399602.375000 Penalty: 3114.656494
	Iteration 64Q: 3 clusters Score -1399602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1399602.375000 Penalty: 3114.656494
	Iteration 65F: 3 clusters Score -1399602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -358883.093750 Penalty: 1332.323608
	Iteration 0F: 2 clusters Score -358883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -355763.531250 Penalty: 2664.647217
	Iteration 0F: 3 clusters Score -355763.5 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -356671.968750 Penalty: 2664.647217
	Iteration 1F: 3 clusters Score -356672 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -356951.000000 Penalty: 2664.647217
	Iteration 2F: 3 clusters Score -356951 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -357234.843750 Penalty: 2664.647217
	Iteration 3F: 3 clusters Score -357234.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -357511.343750 Penalty: 2664.647217
	Iteration 4F: 3 clusters Score -357511.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -357711.531250 Penalty: 2664.647217
	Iteration 5F: 3 clusters Score -357711.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -357860.281250 Penalty: 2664.647217
	Iteration 6Q: 3 clusters Score -357860.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -357995.312500 Penalty: 2664.647217
	Iteration 7Q: 3 clusters Score -357995.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -358121.375000 Penalty: 2664.647217
	Iteration 8Q: 3 clusters Score -358121.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -358234.625000 Penalty: 2664.647217
	Iteration 9Q: 3 clusters Score -358234.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -358371.437500 Penalty: 2664.647217
	Iteration 10Q: 3 clusters Score -358371.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -358521.968750 Penalty: 2664.647217
	Iteration 11Q: 3 clusters Score -358522 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358648.906250 Penalty: 2664.647217
	Iteration 12Q: 3 clusters Score -358648.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -358742.750000 Penalty: 2664.647217
	Iteration 13Q: 3 clusters Score -358742.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -358826.750000 Penalty: 2664.647217
	Iteration 14Q: 3 clusters Score -358826.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -358901.093750 Penalty: 2664.647217
	Iteration 15Q: 3 clusters Score -358901.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -358954.562500 Penalty: 2664.647217
	Iteration 16Q: 3 clusters Score -358954.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -358980.031250 Penalty: 2664.647217
	Iteration 17Q: 3 clusters Score -358980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -358994.312500 Penalty: 2664.647217
	Iteration 18Q: 3 clusters Score -358994.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -359002.468750 Penalty: 2664.647217
	Iteration 19Q: 3 clusters Score -359002.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -359012.000000 Penalty: 2664.647217
	Iteration 20F: 3 clusters Score -359012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -359018.593750 Penalty: 2664.647217
	Iteration 21Q: 3 clusters Score -359018.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -359025.218750 Penalty: 2664.647217
	Iteration 22Q: 3 clusters Score -359025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -359030.875000 Penalty: 2664.647217
	Iteration 23Q: 3 clusters Score -359030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -359036.968750 Penalty: 2664.647217
	Iteration 24Q: 3 clusters Score -359037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -359041.750000 Penalty: 2664.647217
	Iteration 25Q: 3 clusters Score -359041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -359043.218750 Penalty: 2664.647217
	Iteration 26Q: 3 clusters Score -359043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -359043.781250 Penalty: 2664.647217
	Iteration 27Q: 3 clusters Score -359043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -359044.781250 Penalty: 2664.647217
	Iteration 28Q: 3 clusters Score -359044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -359047.375000 Penalty: 2664.647217
	Iteration 29Q: 3 clusters Score -359047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -359051.031250 Penalty: 2664.647217
	Iteration 30Q: 3 clusters Score -359051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -359055.968750 Penalty: 2664.647217
	Iteration 31Q: 3 clusters Score -359056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -359063.562500 Penalty: 2664.647217
	Iteration 32Q: 3 clusters Score -359063.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -359068.625000 Penalty: 2664.647217
	Iteration 33Q: 3 clusters Score -359068.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -359074.468750 Penalty: 2664.647217
	Iteration 34Q: 3 clusters Score -359074.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -359082.187500 Penalty: 2664.647217
	Iteration 35Q: 3 clusters Score -359082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -359087.750000 Penalty: 2664.647217
	Iteration 36Q: 3 clusters Score -359087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -359091.531250 Penalty: 2664.647217
	Iteration 37Q: 3 clusters Score -359091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -359095.562500 Penalty: 2664.647217
	Iteration 38Q: 3 clusters Score -359095.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -359102.781250 Penalty: 2664.647217
	Iteration 39Q: 3 clusters Score -359102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -359111.531250 Penalty: 2664.647217
	Iteration 40F: 3 clusters Score -359111.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -359119.718750 Penalty: 2664.647217
	Iteration 41Q: 3 clusters Score -359119.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -359134.125000 Penalty: 2664.647217
	Iteration 42Q: 3 clusters Score -359134.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -359157.218750 Penalty: 2664.647217
	Iteration 43Q: 3 clusters Score -359157.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -359200.718750 Penalty: 2664.647217
	Iteration 44Q: 3 clusters Score -359200.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -359278.656250 Penalty: 2664.647217
	Iteration 45Q: 3 clusters Score -359278.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -359391.250000 Penalty: 2664.647217
	Iteration 46Q: 3 clusters Score -359391.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -359460.250000 Penalty: 2664.647217
	Iteration 47Q: 3 clusters Score -359460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -359478.406250 Penalty: 2664.647217
	Iteration 48Q: 3 clusters Score -359478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -359486.156250 Penalty: 2664.647217
	Iteration 49Q: 3 clusters Score -359486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -359487.593750 Penalty: 2664.647217
	Iteration 50Q: 3 clusters Score -359487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -359488.750000 Penalty: 2664.647217
	Iteration 51Q: 3 clusters Score -359488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -359489.875000 Penalty: 2664.647217
	Iteration 52Q: 3 clusters Score -359489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -359490.218750 Penalty: 2664.647217
	Iteration 53Q: 3 clusters Score -359490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -359489.625000 Penalty: 2664.647217
	Iteration 54Q: 3 clusters Score -359489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -359489.625000 Penalty: 2664.647217
	Iteration 55F: 3 clusters Score -359489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 115278 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 786 members 
Entering Unmasked Estep 
Score: -154053152.000000 Penalty: 104160.664062
Splitting cluster 10 changes total score from -154053584.000000 to -154053152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (30381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Entering Unmasked Estep 
Score: -3088492.500000 Penalty: 1677.255493
	Iteration 0F: 2 clusters Score -3088492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3068019.250000 Penalty: 3354.510986
	Iteration 0F: 3 clusters Score -3068019 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3075917.500000 Penalty: 3354.510986
	Iteration 1F: 3 clusters Score -3075918 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3076501.750000 Penalty: 3354.510986
	Iteration 2Q: 3 clusters Score -3076502 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3077133.500000 Penalty: 3354.510986
	Iteration 3Q: 3 clusters Score -3077134 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3077922.750000 Penalty: 3354.510986
	Iteration 4F: 3 clusters Score -3077923 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3078834.000000 Penalty: 3354.510986
	Iteration 5F: 3 clusters Score -3078834 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3079852.750000 Penalty: 3354.510986
	Iteration 6F: 3 clusters Score -3079853 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3080870.000000 Penalty: 3354.510986
	Iteration 7F: 3 clusters Score -3080870 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3081805.250000 Penalty: 3354.510986
	Iteration 8F: 3 clusters Score -3081805 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3082556.000000 Penalty: 3354.510986
	Iteration 9Q: 3 clusters Score -3082556 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3083036.500000 Penalty: 3354.510986
	Iteration 10Q: 3 clusters Score -3083036 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3083364.250000 Penalty: 3354.510986
	Iteration 11Q: 3 clusters Score -3083364 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3083602.000000 Penalty: 3354.510986
	Iteration 12Q: 3 clusters Score -3083602 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3083825.250000 Penalty: 3354.510986
	Iteration 13Q: 3 clusters Score -3083825 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3084010.250000 Penalty: 3354.510986
	Iteration 14Q: 3 clusters Score -3084010 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3084202.500000 Penalty: 3354.510986
	Iteration 15Q: 3 clusters Score -3084202 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3084430.250000 Penalty: 3354.510986
	Iteration 16Q: 3 clusters Score -3084430 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3084657.750000 Penalty: 3354.510986
	Iteration 17Q: 3 clusters Score -3084658 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3084953.000000 Penalty: 3354.510986
	Iteration 18Q: 3 clusters Score -3084953 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3085259.000000 Penalty: 3354.510986
	Iteration 19Q: 3 clusters Score -3085259 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3085607.250000 Penalty: 3354.510986
	Iteration 20F: 3 clusters Score -3085607 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3085950.500000 Penalty: 3354.510986
	Iteration 21Q: 3 clusters Score -3085950 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3086242.000000 Penalty: 3354.510986
	Iteration 22Q: 3 clusters Score -3086242 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3086483.250000 Penalty: 3354.510986
	Iteration 23Q: 3 clusters Score -3086483 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3086670.250000 Penalty: 3354.510986
	Iteration 24Q: 3 clusters Score -3086670 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3086822.750000 Penalty: 3354.510986
	Iteration 25Q: 3 clusters Score -3086823 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3086964.250000 Penalty: 3354.510986
	Iteration 26Q: 3 clusters Score -3086964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3087067.000000 Penalty: 3354.510986
	Iteration 27Q: 3 clusters Score -3087067 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3087157.250000 Penalty: 3354.510986
	Iteration 28Q: 3 clusters Score -3087157 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3087212.750000 Penalty: 3354.510986
	Iteration 29Q: 3 clusters Score -3087213 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3087265.750000 Penalty: 3354.510986
	Iteration 30Q: 3 clusters Score -3087266 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3087302.000000 Penalty: 3354.510986
	Iteration 31Q: 3 clusters Score -3087302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3087347.250000 Penalty: 3354.510986
	Iteration 32Q: 3 clusters Score -3087347 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3087376.250000 Penalty: 3354.510986
	Iteration 33Q: 3 clusters Score -3087376 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3087392.000000 Penalty: 3354.510986
	Iteration 34Q: 3 clusters Score -3087392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3087408.250000 Penalty: 3354.510986
	Iteration 35Q: 3 clusters Score -3087408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3087443.500000 Penalty: 3354.510986
	Iteration 36Q: 3 clusters Score -3087444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3087460.250000 Penalty: 3354.510986
	Iteration 37Q: 3 clusters Score -3087460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3087466.250000 Penalty: 3354.510986
	Iteration 38Q: 3 clusters Score -3087466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3087467.750000 Penalty: 3354.510986
	Iteration 39Q: 3 clusters Score -3087468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3087484.000000 Penalty: 3354.510986
	Iteration 40F: 3 clusters Score -3087484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3087496.250000 Penalty: 3354.510986
	Iteration 41Q: 3 clusters Score -3087496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3087503.250000 Penalty: 3354.510986
	Iteration 42Q: 3 clusters Score -3087503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3087514.750000 Penalty: 3354.510986
	Iteration 43Q: 3 clusters Score -3087515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3087522.500000 Penalty: 3354.510986
	Iteration 44Q: 3 clusters Score -3087522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3087523.250000 Penalty: 3354.510986
	Iteration 45Q: 3 clusters Score -3087523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3087525.750000 Penalty: 3354.510986
	Iteration 46Q: 3 clusters Score -3087526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3087528.250000 Penalty: 3354.510986
	Iteration 47Q: 3 clusters Score -3087528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3087533.750000 Penalty: 3354.510986
	Iteration 48Q: 3 clusters Score -3087534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3087528.500000 Penalty: 3354.510986
	Iteration 49Q: 3 clusters Score -3087528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3087523.500000 Penalty: 3354.510986
	Iteration 50Q: 3 clusters Score -3087524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3087529.250000 Penalty: 3354.510986
	Iteration 51Q: 3 clusters Score -3087529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3087529.750000 Penalty: 3354.510986
	Iteration 52Q: 3 clusters Score -3087530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3087541.500000 Penalty: 3354.510986
	Iteration 53Q: 3 clusters Score -3087542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3087544.250000 Penalty: 3354.510986
	Iteration 54Q: 3 clusters Score -3087544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3087553.750000 Penalty: 3354.510986
	Iteration 55Q: 3 clusters Score -3087554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3087559.250000 Penalty: 3354.510986
	Iteration 56Q: 3 clusters Score -3087559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3087571.500000 Penalty: 3354.510986
	Iteration 57Q: 3 clusters Score -3087572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3087578.250000 Penalty: 3354.510986
	Iteration 58Q: 3 clusters Score -3087578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3087585.500000 Penalty: 3354.510986
	Iteration 59Q: 3 clusters Score -3087586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3087579.250000 Penalty: 3354.510986
	Iteration 60F: 3 clusters Score -3087579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3087583.750000 Penalty: 3354.510986
	Iteration 61Q: 3 clusters Score -3087584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3087587.500000 Penalty: 3354.510986
	Iteration 62Q: 3 clusters Score -3087588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3087595.250000 Penalty: 3354.510986
	Iteration 63Q: 3 clusters Score -3087595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3087601.250000 Penalty: 3354.510986
	Iteration 64Q: 3 clusters Score -3087601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3087609.250000 Penalty: 3354.510986
	Iteration 65Q: 3 clusters Score -3087609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3087609.250000 Penalty: 3354.510986
	Iteration 66Q: 3 clusters Score -3087609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3087611.500000 Penalty: 3354.510986
	Iteration 67Q: 3 clusters Score -3087612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3087612.250000 Penalty: 3354.510986
	Iteration 68Q: 3 clusters Score -3087612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3087616.500000 Penalty: 3354.510986
	Iteration 69Q: 3 clusters Score -3087616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3087618.250000 Penalty: 3354.510986
	Iteration 70Q: 3 clusters Score -3087618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3087621.000000 Penalty: 3354.510986
	Iteration 71Q: 3 clusters Score -3087621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3087622.750000 Penalty: 3354.510986
	Iteration 72Q: 3 clusters Score -3087623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3087619.750000 Penalty: 3354.510986
	Iteration 73Q: 3 clusters Score -3087620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3087623.000000 Penalty: 3354.510986
	Iteration 74Q: 3 clusters Score -3087623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3087624.250000 Penalty: 3354.510986
	Iteration 75Q: 3 clusters Score -3087624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3087626.000000 Penalty: 3354.510986
	Iteration 76Q: 3 clusters Score -3087626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3087629.000000 Penalty: 3354.510986
	Iteration 77Q: 3 clusters Score -3087629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3087628.250000 Penalty: 3354.510986
	Iteration 78Q: 3 clusters Score -3087628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3087627.750000 Penalty: 3354.510986
	Iteration 79Q: 3 clusters Score -3087628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3087627.500000 Penalty: 3354.510986
	Iteration 80F: 3 clusters Score -3087628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3087628.250000 Penalty: 3354.510986
	Iteration 81Q: 3 clusters Score -3087628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3087628.750000 Penalty: 3354.510986
	Iteration 82Q: 3 clusters Score -3087629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3087633.750000 Penalty: 3354.510986
	Iteration 83Q: 3 clusters Score -3087634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3087633.250000 Penalty: 3354.510986
	Iteration 84Q: 3 clusters Score -3087633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3087633.250000 Penalty: 3354.510986
	Iteration 85F: 3 clusters Score -3087633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Entering Unmasked Estep 
Score: -3927857.250000 Penalty: 1712.906494
	Iteration 0F: 2 clusters Score -3927857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3902584.000000 Penalty: 3425.812988
	Iteration 0F: 3 clusters Score -3902584 nChanged 17459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3912424.500000 Penalty: 3425.812988
	Iteration 1F: 3 clusters Score -3912424 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3912908.750000 Penalty: 3425.812988
	Iteration 2Q: 3 clusters Score -3912909 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3913469.750000 Penalty: 3425.812988
	Iteration 3Q: 3 clusters Score -3913470 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3914112.000000 Penalty: 3425.812988
	Iteration 4Q: 3 clusters Score -3914112 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3914840.250000 Penalty: 3425.812988
	Iteration 5Q: 3 clusters Score -3914840 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3915812.000000 Penalty: 3425.812988
	Iteration 6Q: 3 clusters Score -3915812 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3916992.000000 Penalty: 3425.812988
	Iteration 7Q: 3 clusters Score -3916992 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3918486.250000 Penalty: 3425.812988
	Iteration 8F: 3 clusters Score -3918486 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3919950.250000 Penalty: 3425.812988
	Iteration 9F: 3 clusters Score -3919950 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3921186.750000 Penalty: 3425.812988
	Iteration 10Q: 3 clusters Score -3921187 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3922026.500000 Penalty: 3425.812988
	Iteration 11Q: 3 clusters Score -3922026 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3922502.500000 Penalty: 3425.812988
	Iteration 12Q: 3 clusters Score -3922502 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3922887.500000 Penalty: 3425.812988
	Iteration 13Q: 3 clusters Score -3922888 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3923194.750000 Penalty: 3425.812988
	Iteration 14Q: 3 clusters Score -3923195 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3923469.000000 Penalty: 3425.812988
	Iteration 15Q: 3 clusters Score -3923469 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3923750.500000 Penalty: 3425.812988
	Iteration 16Q: 3 clusters Score -3923750 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3924006.250000 Penalty: 3425.812988
	Iteration 17Q: 3 clusters Score -3924006 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3924227.000000 Penalty: 3425.812988
	Iteration 18Q: 3 clusters Score -3924227 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3924404.000000 Penalty: 3425.812988
	Iteration 19Q: 3 clusters Score -3924404 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3924583.750000 Penalty: 3425.812988
	Iteration 20F: 3 clusters Score -3924584 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3924752.250000 Penalty: 3425.812988
	Iteration 21Q: 3 clusters Score -3924752 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3924909.000000 Penalty: 3425.812988
	Iteration 22Q: 3 clusters Score -3924909 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3925059.250000 Penalty: 3425.812988
	Iteration 23Q: 3 clusters Score -3925059 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3925229.000000 Penalty: 3425.812988
	Iteration 24Q: 3 clusters Score -3925229 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3925387.000000 Penalty: 3425.812988
	Iteration 25Q: 3 clusters Score -3925387 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3925515.750000 Penalty: 3425.812988
	Iteration 26Q: 3 clusters Score -3925516 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3925654.750000 Penalty: 3425.812988
	Iteration 27Q: 3 clusters Score -3925655 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3925759.750000 Penalty: 3425.812988
	Iteration 28Q: 3 clusters Score -3925760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3925840.750000 Penalty: 3425.812988
	Iteration 29Q: 3 clusters Score -3925841 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3925919.000000 Penalty: 3425.812988
	Iteration 30Q: 3 clusters Score -3925919 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3926010.000000 Penalty: 3425.812988
	Iteration 31Q: 3 clusters Score -3926010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3926071.500000 Penalty: 3425.812988
	Iteration 32Q: 3 clusters Score -3926072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3926116.500000 Penalty: 3425.812988
	Iteration 33Q: 3 clusters Score -3926116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3926159.000000 Penalty: 3425.812988
	Iteration 34Q: 3 clusters Score -3926159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3926209.250000 Penalty: 3425.812988
	Iteration 35Q: 3 clusters Score -3926209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3926247.000000 Penalty: 3425.812988
	Iteration 36Q: 3 clusters Score -3926247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3926283.250000 Penalty: 3425.812988
	Iteration 37Q: 3 clusters Score -3926283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3926309.250000 Penalty: 3425.812988
	Iteration 38Q: 3 clusters Score -3926309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3926329.250000 Penalty: 3425.812988
	Iteration 39Q: 3 clusters Score -3926329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3926347.250000 Penalty: 3425.812988
	Iteration 40F: 3 clusters Score -3926347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3926352.750000 Penalty: 3425.812988
	Iteration 41Q: 3 clusters Score -3926353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3926368.750000 Penalty: 3425.812988
	Iteration 42Q: 3 clusters Score -3926369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3926381.250000 Penalty: 3425.812988
	Iteration 43Q: 3 clusters Score -3926381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3926387.250000 Penalty: 3425.812988
	Iteration 44Q: 3 clusters Score -3926387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3926394.000000 Penalty: 3425.812988
	Iteration 45Q: 3 clusters Score -3926394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3926389.250000 Penalty: 3425.812988
	Iteration 46Q: 3 clusters Score -3926389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3926395.750000 Penalty: 3425.812988
	Iteration 47Q: 3 clusters Score -3926396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3926396.250000 Penalty: 3425.812988
	Iteration 48Q: 3 clusters Score -3926396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3926398.250000 Penalty: 3425.812988
	Iteration 49Q: 3 clusters Score -3926398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3926397.750000 Penalty: 3425.812988
	Iteration 50Q: 3 clusters Score -3926398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3926404.750000 Penalty: 3425.812988
	Iteration 51Q: 3 clusters Score -3926405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3926409.750000 Penalty: 3425.812988
	Iteration 52Q: 3 clusters Score -3926410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3926420.750000 Penalty: 3425.812988
	Iteration 53Q: 3 clusters Score -3926421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3926429.750000 Penalty: 3425.812988
	Iteration 54Q: 3 clusters Score -3926430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3926437.500000 Penalty: 3425.812988
	Iteration 55Q: 3 clusters Score -3926438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3926432.250000 Penalty: 3425.812988
	Iteration 56Q: 3 clusters Score -3926432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3926439.250000 Penalty: 3425.812988
	Iteration 57Q: 3 clusters Score -3926439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3926439.500000 Penalty: 3425.812988
	Iteration 58Q: 3 clusters Score -3926440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3926441.000000 Penalty: 3425.812988
	Iteration 59Q: 3 clusters Score -3926441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3926443.000000 Penalty: 3425.812988
	Iteration 60F: 3 clusters Score -3926443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3926448.250000 Penalty: 3425.812988
	Iteration 61Q: 3 clusters Score -3926448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3926449.000000 Penalty: 3425.812988
	Iteration 62Q: 3 clusters Score -3926449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3926447.500000 Penalty: 3425.812988
	Iteration 63Q: 3 clusters Score -3926448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3926450.000000 Penalty: 3425.812988
	Iteration 64Q: 3 clusters Score -3926450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3926453.000000 Penalty: 3425.812988
	Iteration 65Q: 3 clusters Score -3926453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3926454.750000 Penalty: 3425.812988
	Iteration 66Q: 3 clusters Score -3926455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3926451.250000 Penalty: 3425.812988
	Iteration 67Q: 3 clusters Score -3926451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3926451.250000 Penalty: 3425.812988
	Iteration 68F: 3 clusters Score -3926451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -741989.687500 Penalty: 1447.310913
	Iteration 0F: 2 clusters Score -741989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -736511.187500 Penalty: 2894.621826
	Iteration 0F: 3 clusters Score -736511.2 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -738326.312500 Penalty: 2894.621826
	Iteration 1F: 3 clusters Score -738326.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -738741.687500 Penalty: 2894.621826
	Iteration 2F: 3 clusters Score -738741.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -739147.625000 Penalty: 2894.621826
	Iteration 3F: 3 clusters Score -739147.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -739503.562500 Penalty: 2894.621826
	Iteration 4F: 3 clusters Score -739503.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -739874.875000 Penalty: 2894.621826
	Iteration 5F: 3 clusters Score -739874.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -740155.750000 Penalty: 2894.621826
	Iteration 6F: 3 clusters Score -740155.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -740326.187500 Penalty: 2894.621826
	Iteration 7Q: 3 clusters Score -740326.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -740472.312500 Penalty: 2894.621826
	Iteration 8Q: 3 clusters Score -740472.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -740635.187500 Penalty: 2894.621826
	Iteration 9Q: 3 clusters Score -740635.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -740794.375000 Penalty: 2894.621826
	Iteration 10Q: 3 clusters Score -740794.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -740918.750000 Penalty: 2894.621826
	Iteration 11Q: 3 clusters Score -740918.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -741012.500000 Penalty: 2894.621826
	Iteration 12Q: 3 clusters Score -741012.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -741085.000000 Penalty: 2894.621826
	Iteration 13Q: 3 clusters Score -741085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -741129.687500 Penalty: 2894.621826
	Iteration 14Q: 3 clusters Score -741129.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -741155.250000 Penalty: 2894.621826
	Iteration 15Q: 3 clusters Score -741155.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -741171.000000 Penalty: 2894.621826
	Iteration 16Q: 3 clusters Score -741171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -741181.187500 Penalty: 2894.621826
	Iteration 17Q: 3 clusters Score -741181.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -741193.562500 Penalty: 2894.621826
	Iteration 18Q: 3 clusters Score -741193.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -741198.000000 Penalty: 2894.621826
	Iteration 19Q: 3 clusters Score -741198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -741200.875000 Penalty: 2894.621826
	Iteration 20F: 3 clusters Score -741200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -741204.000000 Penalty: 2894.621826
	Iteration 21Q: 3 clusters Score -741204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -741206.937500 Penalty: 2894.621826
	Iteration 22Q: 3 clusters Score -741206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -741205.312500 Penalty: 2894.621826
	Iteration 23Q: 3 clusters Score -741205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -741206.750000 Penalty: 2894.621826
	Iteration 24Q: 3 clusters Score -741206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -741207.375000 Penalty: 2894.621826
	Iteration 25Q: 3 clusters Score -741207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -741207.187500 Penalty: 2894.621826
	Iteration 26Q: 3 clusters Score -741207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -741207.187500 Penalty: 2894.621826
	Iteration 27F: 3 clusters Score -741207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Entering Unmasked Estep 
Score: -1145873.250000 Penalty: 1511.813354
	Iteration 0F: 2 clusters Score -1145873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1138041.625000 Penalty: 3023.626709
	Iteration 0F: 3 clusters Score -1138042 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1140644.125000 Penalty: 3023.626709
	Iteration 1F: 3 clusters Score -1140644 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1140928.875000 Penalty: 3023.626709
	Iteration 2F: 3 clusters Score -1140929 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1141194.625000 Penalty: 3023.626709
	Iteration 3F: 3 clusters Score -1141195 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1141448.375000 Penalty: 3023.626709
	Iteration 4Q: 3 clusters Score -1141448 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1141714.500000 Penalty: 3023.626709
	Iteration 5Q: 3 clusters Score -1141714 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1141996.500000 Penalty: 3023.626709
	Iteration 6Q: 3 clusters Score -1141996 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1142357.000000 Penalty: 3023.626709
	Iteration 7Q: 3 clusters Score -1142357 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1142781.875000 Penalty: 3023.626709
	Iteration 8F: 3 clusters Score -1142782 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1143231.625000 Penalty: 3023.626709
	Iteration 9F: 3 clusters Score -1143232 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1143636.500000 Penalty: 3023.626709
	Iteration 10F: 3 clusters Score -1143636 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1143938.125000 Penalty: 3023.626709
	Iteration 11Q: 3 clusters Score -1143938 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1144192.875000 Penalty: 3023.626709
	Iteration 12Q: 3 clusters Score -1144193 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1144326.000000 Penalty: 3023.626709
	Iteration 13Q: 3 clusters Score -1144326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1144408.250000 Penalty: 3023.626709
	Iteration 14Q: 3 clusters Score -1144408 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1144469.375000 Penalty: 3023.626709
	Iteration 15Q: 3 clusters Score -1144469 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1144512.375000 Penalty: 3023.626709
	Iteration 16Q: 3 clusters Score -1144512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1144546.625000 Penalty: 3023.626709
	Iteration 17Q: 3 clusters Score -1144547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1144582.125000 Penalty: 3023.626709
	Iteration 18Q: 3 clusters Score -1144582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1144606.625000 Penalty: 3023.626709
	Iteration 19Q: 3 clusters Score -1144607 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1144629.250000 Penalty: 3023.626709
	Iteration 20F: 3 clusters Score -1144629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1144641.875000 Penalty: 3023.626709
	Iteration 21Q: 3 clusters Score -1144642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1144655.875000 Penalty: 3023.626709
	Iteration 22Q: 3 clusters Score -1144656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1144667.625000 Penalty: 3023.626709
	Iteration 23Q: 3 clusters Score -1144668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1144677.875000 Penalty: 3023.626709
	Iteration 24Q: 3 clusters Score -1144678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1144687.125000 Penalty: 3023.626709
	Iteration 25Q: 3 clusters Score -1144687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1144696.000000 Penalty: 3023.626709
	Iteration 26Q: 3 clusters Score -1144696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1144702.875000 Penalty: 3023.626709
	Iteration 27Q: 3 clusters Score -1144703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1144712.750000 Penalty: 3023.626709
	Iteration 28Q: 3 clusters Score -1144713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1144717.625000 Penalty: 3023.626709
	Iteration 29Q: 3 clusters Score -1144718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1144718.375000 Penalty: 3023.626709
	Iteration 30Q: 3 clusters Score -1144718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1144718.750000 Penalty: 3023.626709
	Iteration 31Q: 3 clusters Score -1144719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1144721.500000 Penalty: 3023.626709
	Iteration 32Q: 3 clusters Score -1144722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1144722.000000 Penalty: 3023.626709
	Iteration 33Q: 3 clusters Score -1144722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1144723.250000 Penalty: 3023.626709
	Iteration 34Q: 3 clusters Score -1144723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1144723.250000 Penalty: 3023.626709
	Iteration 35Q: 3 clusters Score -1144723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1144723.000000 Penalty: 3023.626709
	Iteration 36Q: 3 clusters Score -1144723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1144722.000000 Penalty: 3023.626709
	Iteration 37Q: 3 clusters Score -1144722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1144722.250000 Penalty: 3023.626709
	Iteration 38Q: 3 clusters Score -1144722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1144724.000000 Penalty: 3023.626709
	Iteration 39Q: 3 clusters Score -1144724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1144726.125000 Penalty: 3023.626709
	Iteration 40F: 3 clusters Score -1144726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1144727.875000 Penalty: 3023.626709
	Iteration 41Q: 3 clusters Score -1144728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1144728.750000 Penalty: 3023.626709
	Iteration 42Q: 3 clusters Score -1144729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1144728.750000 Penalty: 3023.626709
	Iteration 43F: 3 clusters Score -1144729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Entering Unmasked Estep 
Score: -3133122.500000 Penalty: 1690.199585
	Iteration 0F: 2 clusters Score -3133122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3111049.000000 Penalty: 3380.399170
	Iteration 0F: 3 clusters Score -3111049 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3119842.500000 Penalty: 3380.399170
	Iteration 1F: 3 clusters Score -3119842 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3120701.750000 Penalty: 3380.399170
	Iteration 2F: 3 clusters Score -3120702 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3121790.250000 Penalty: 3380.399170
	Iteration 3F: 3 clusters Score -3121790 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3123043.750000 Penalty: 3380.399170
	Iteration 4F: 3 clusters Score -3123044 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3124387.000000 Penalty: 3380.399170
	Iteration 5F: 3 clusters Score -3124387 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3125616.750000 Penalty: 3380.399170
	Iteration 6F: 3 clusters Score -3125617 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3126560.000000 Penalty: 3380.399170
	Iteration 7F: 3 clusters Score -3126560 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3127343.000000 Penalty: 3380.399170
	Iteration 8Q: 3 clusters Score -3127343 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3128031.500000 Penalty: 3380.399170
	Iteration 9Q: 3 clusters Score -3128032 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3128609.250000 Penalty: 3380.399170
	Iteration 10Q: 3 clusters Score -3128609 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3129091.250000 Penalty: 3380.399170
	Iteration 11Q: 3 clusters Score -3129091 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3129526.500000 Penalty: 3380.399170
	Iteration 12Q: 3 clusters Score -3129526 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3129887.750000 Penalty: 3380.399170
	Iteration 13Q: 3 clusters Score -3129888 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3130201.000000 Penalty: 3380.399170
	Iteration 14Q: 3 clusters Score -3130201 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3130471.500000 Penalty: 3380.399170
	Iteration 15Q: 3 clusters Score -3130472 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3130718.000000 Penalty: 3380.399170
	Iteration 16Q: 3 clusters Score -3130718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3130945.500000 Penalty: 3380.399170
	Iteration 17Q: 3 clusters Score -3130946 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3131157.500000 Penalty: 3380.399170
	Iteration 18Q: 3 clusters Score -3131158 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3131346.750000 Penalty: 3380.399170
	Iteration 19Q: 3 clusters Score -3131347 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -3131503.000000 Penalty: 3380.399170
	Iteration 20F: 3 clusters Score -3131503 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3131648.500000 Penalty: 3380.399170
	Iteration 21Q: 3 clusters Score -3131648 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3131733.000000 Penalty: 3380.399170
	Iteration 22Q: 3 clusters Score -3131733 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3131808.250000 Penalty: 3380.399170
	Iteration 23Q: 3 clusters Score -3131808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3131870.500000 Penalty: 3380.399170
	Iteration 24Q: 3 clusters Score -3131870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3131906.250000 Penalty: 3380.399170
	Iteration 25Q: 3 clusters Score -3131906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -3131931.000000 Penalty: 3380.399170
	Iteration 26Q: 3 clusters Score -3131931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3131967.750000 Penalty: 3380.399170
	Iteration 27Q: 3 clusters Score -3131968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3131986.000000 Penalty: 3380.399170
	Iteration 28Q: 3 clusters Score -3131986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3131997.000000 Penalty: 3380.399170
	Iteration 29Q: 3 clusters Score -3131997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3132012.000000 Penalty: 3380.399170
	Iteration 30Q: 3 clusters Score -3132012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -3132021.250000 Penalty: 3380.399170
	Iteration 31Q: 3 clusters Score -3132021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3132035.500000 Penalty: 3380.399170
	Iteration 32Q: 3 clusters Score -3132036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3132043.000000 Penalty: 3380.399170
	Iteration 33Q: 3 clusters Score -3132043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3132050.000000 Penalty: 3380.399170
	Iteration 34Q: 3 clusters Score -3132050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3132061.000000 Penalty: 3380.399170
	Iteration 35Q: 3 clusters Score -3132061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3132078.500000 Penalty: 3380.399170
	Iteration 36Q: 3 clusters Score -3132078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3132091.000000 Penalty: 3380.399170
	Iteration 37Q: 3 clusters Score -3132091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3132096.750000 Penalty: 3380.399170
	Iteration 38Q: 3 clusters Score -3132097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -3132094.000000 Penalty: 3380.399170
	Iteration 39Q: 3 clusters Score -3132094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3132094.000000 Penalty: 3380.399170
	Iteration 40F: 3 clusters Score -3132094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3132091.000000 Penalty: 3380.399170
	Iteration 41Q: 3 clusters Score -3132091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3132092.500000 Penalty: 3380.399170
	Iteration 42Q: 3 clusters Score -3132092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3132091.750000 Penalty: 3380.399170
	Iteration 43Q: 3 clusters Score -3132092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3132091.750000 Penalty: 3380.399170
	Iteration 44F: 3 clusters Score -3132092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Entering Unmasked Estep 
Score: -1688030.375000 Penalty: 1581.948730
	Iteration 0F: 2 clusters Score -1688030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1676451.750000 Penalty: 3163.897461
	Iteration 0F: 3 clusters Score -1676452 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1681130.125000 Penalty: 3163.897461
	Iteration 1F: 3 clusters Score -1681130 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1681925.250000 Penalty: 3163.897461
	Iteration 2F: 3 clusters Score -1681925 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1682705.250000 Penalty: 3163.897461
	Iteration 3F: 3 clusters Score -1682705 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1683398.625000 Penalty: 3163.897461
	Iteration 4F: 3 clusters Score -1683399 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1683984.500000 Penalty: 3163.897461
	Iteration 5F: 3 clusters Score -1683984 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1684508.375000 Penalty: 3163.897461
	Iteration 6F: 3 clusters Score -1684508 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1684935.125000 Penalty: 3163.897461
	Iteration 7Q: 3 clusters Score -1684935 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1685265.000000 Penalty: 3163.897461
	Iteration 8Q: 3 clusters Score -1685265 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1685476.250000 Penalty: 3163.897461
	Iteration 9Q: 3 clusters Score -1685476 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1685623.500000 Penalty: 3163.897461
	Iteration 10Q: 3 clusters Score -1685624 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1685737.500000 Penalty: 3163.897461
	Iteration 11Q: 3 clusters Score -1685738 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1685845.250000 Penalty: 3163.897461
	Iteration 12Q: 3 clusters Score -1685845 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1685950.875000 Penalty: 3163.897461
	Iteration 13Q: 3 clusters Score -1685951 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1686034.750000 Penalty: 3163.897461
	Iteration 14Q: 3 clusters Score -1686035 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1686112.125000 Penalty: 3163.897461
	Iteration 15Q: 3 clusters Score -1686112 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1686177.375000 Penalty: 3163.897461
	Iteration 16Q: 3 clusters Score -1686177 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1686225.625000 Penalty: 3163.897461
	Iteration 17Q: 3 clusters Score -1686226 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1686281.375000 Penalty: 3163.897461
	Iteration 18Q: 3 clusters Score -1686281 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1686337.250000 Penalty: 3163.897461
	Iteration 19Q: 3 clusters Score -1686337 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1686368.375000 Penalty: 3163.897461
	Iteration 20F: 3 clusters Score -1686368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1686414.500000 Penalty: 3163.897461
	Iteration 21Q: 3 clusters Score -1686414 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1686458.000000 Penalty: 3163.897461
	Iteration 22Q: 3 clusters Score -1686458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1686491.875000 Penalty: 3163.897461
	Iteration 23Q: 3 clusters Score -1686492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1686517.375000 Penalty: 3163.897461
	Iteration 24Q: 3 clusters Score -1686517 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1686545.875000 Penalty: 3163.897461
	Iteration 25Q: 3 clusters Score -1686546 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1686569.750000 Penalty: 3163.897461
	Iteration 26Q: 3 clusters Score -1686570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1686603.875000 Penalty: 3163.897461
	Iteration 27Q: 3 clusters Score -1686604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1686630.875000 Penalty: 3163.897461
	Iteration 28Q: 3 clusters Score -1686631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1686655.000000 Penalty: 3163.897461
	Iteration 29Q: 3 clusters Score -1686655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1686688.375000 Penalty: 3163.897461
	Iteration 30Q: 3 clusters Score -1686688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1686716.500000 Penalty: 3163.897461
	Iteration 31Q: 3 clusters Score -1686716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1686737.875000 Penalty: 3163.897461
	Iteration 32Q: 3 clusters Score -1686738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1686763.625000 Penalty: 3163.897461
	Iteration 33Q: 3 clusters Score -1686764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1686792.250000 Penalty: 3163.897461
	Iteration 34Q: 3 clusters Score -1686792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1686815.250000 Penalty: 3163.897461
	Iteration 35Q: 3 clusters Score -1686815 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1686845.375000 Penalty: 3163.897461
	Iteration 36Q: 3 clusters Score -1686845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1686881.625000 Penalty: 3163.897461
	Iteration 37Q: 3 clusters Score -1686882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1686921.625000 Penalty: 3163.897461
	Iteration 38Q: 3 clusters Score -1686922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1686949.000000 Penalty: 3163.897461
	Iteration 39Q: 3 clusters Score -1686949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1686967.625000 Penalty: 3163.897461
	Iteration 40F: 3 clusters Score -1686968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1686978.625000 Penalty: 3163.897461
	Iteration 41Q: 3 clusters Score -1686979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1686995.000000 Penalty: 3163.897461
	Iteration 42Q: 3 clusters Score -1686995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1687010.500000 Penalty: 3163.897461
	Iteration 43Q: 3 clusters Score -1687010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1687021.625000 Penalty: 3163.897461
	Iteration 44Q: 3 clusters Score -1687022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1687024.875000 Penalty: 3163.897461
	Iteration 45Q: 3 clusters Score -1687025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1687035.250000 Penalty: 3163.897461
	Iteration 46Q: 3 clusters Score -1687035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1687043.875000 Penalty: 3163.897461
	Iteration 47Q: 3 clusters Score -1687044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1687055.250000 Penalty: 3163.897461
	Iteration 48Q: 3 clusters Score -1687055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1687068.375000 Penalty: 3163.897461
	Iteration 49Q: 3 clusters Score -1687068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1687081.000000 Penalty: 3163.897461
	Iteration 50Q: 3 clusters Score -1687081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1687086.000000 Penalty: 3163.897461
	Iteration 51Q: 3 clusters Score -1687086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1687096.500000 Penalty: 3163.897461
	Iteration 52Q: 3 clusters Score -1687096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1687098.250000 Penalty: 3163.897461
	Iteration 53Q: 3 clusters Score -1687098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1687103.750000 Penalty: 3163.897461
	Iteration 54Q: 3 clusters Score -1687104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1687120.125000 Penalty: 3163.897461
	Iteration 55Q: 3 clusters Score -1687120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1687134.500000 Penalty: 3163.897461
	Iteration 56Q: 3 clusters Score -1687134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1687142.875000 Penalty: 3163.897461
	Iteration 57Q: 3 clusters Score -1687143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1687156.750000 Penalty: 3163.897461
	Iteration 58Q: 3 clusters Score -1687157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1687173.500000 Penalty: 3163.897461
	Iteration 59Q: 3 clusters Score -1687174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1687180.250000 Penalty: 3163.897461
	Iteration 60F: 3 clusters Score -1687180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1687186.375000 Penalty: 3163.897461
	Iteration 61Q: 3 clusters Score -1687186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1687195.875000 Penalty: 3163.897461
	Iteration 62Q: 3 clusters Score -1687196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1687195.000000 Penalty: 3163.897461
	Iteration 63Q: 3 clusters Score -1687195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1687198.000000 Penalty: 3163.897461
	Iteration 64Q: 3 clusters Score -1687198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1687204.250000 Penalty: 3163.897461
	Iteration 65Q: 3 clusters Score -1687204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1687200.875000 Penalty: 3163.897461
	Iteration 66Q: 3 clusters Score -1687201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1687199.750000 Penalty: 3163.897461
	Iteration 67Q: 3 clusters Score -1687200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1687199.625000 Penalty: 3163.897461
	Iteration 68Q: 3 clusters Score -1687200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1687199.625000 Penalty: 3163.897461
	Iteration 69Q: 3 clusters Score -1687200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1687199.625000 Penalty: 3163.897461
	Iteration 70Q: 3 clusters Score -1687200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1687202.625000 Penalty: 3163.897461
	Iteration 71Q: 3 clusters Score -1687203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1687206.375000 Penalty: 3163.897461
	Iteration 72Q: 3 clusters Score -1687206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1687205.250000 Penalty: 3163.897461
	Iteration 73Q: 3 clusters Score -1687205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1687207.500000 Penalty: 3163.897461
	Iteration 74Q: 3 clusters Score -1687208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1687208.875000 Penalty: 3163.897461
	Iteration 75Q: 3 clusters Score -1687209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1687213.750000 Penalty: 3163.897461
	Iteration 76Q: 3 clusters Score -1687214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1687215.625000 Penalty: 3163.897461
	Iteration 77Q: 3 clusters Score -1687216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1687216.625000 Penalty: 3163.897461
	Iteration 78Q: 3 clusters Score -1687217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1687219.625000 Penalty: 3163.897461
	Iteration 79Q: 3 clusters Score -1687220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1687219.500000 Penalty: 3163.897461
	Iteration 80F: 3 clusters Score -1687220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Entering Unmasked Estep 
Score: -2138268.000000 Penalty: 1611.944092
	Iteration 0F: 2 clusters Score -2138268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2124344.250000 Penalty: 3223.888184
	Iteration 0F: 3 clusters Score -2124344 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2129452.250000 Penalty: 3223.888184
	Iteration 1F: 3 clusters Score -2129452 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2129729.500000 Penalty: 3223.888184
	Iteration 2Q: 3 clusters Score -2129730 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2129967.250000 Penalty: 3223.888184
	Iteration 3Q: 3 clusters Score -2129967 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2130208.500000 Penalty: 3223.888184
	Iteration 4Q: 3 clusters Score -2130208 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2130470.750000 Penalty: 3223.888184
	Iteration 5Q: 3 clusters Score -2130471 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2130786.250000 Penalty: 3223.888184
	Iteration 6Q: 3 clusters Score -2130786 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2131137.250000 Penalty: 3223.888184
	Iteration 7Q: 3 clusters Score -2131137 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2131497.750000 Penalty: 3223.888184
	Iteration 8Q: 3 clusters Score -2131498 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2131909.750000 Penalty: 3223.888184
	Iteration 9Q: 3 clusters Score -2131910 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2132439.750000 Penalty: 3223.888184
	Iteration 10Q: 3 clusters Score -2132440 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2133008.000000 Penalty: 3223.888184
	Iteration 11Q: 3 clusters Score -2133008 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2133607.750000 Penalty: 3223.888184
	Iteration 12Q: 3 clusters Score -2133608 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2134167.500000 Penalty: 3223.888184
	Iteration 13Q: 3 clusters Score -2134168 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2134618.500000 Penalty: 3223.888184
	Iteration 14Q: 3 clusters Score -2134618 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2134920.000000 Penalty: 3223.888184
	Iteration 15Q: 3 clusters Score -2134920 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2135137.000000 Penalty: 3223.888184
	Iteration 16Q: 3 clusters Score -2135137 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2135293.250000 Penalty: 3223.888184
	Iteration 17Q: 3 clusters Score -2135293 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2135400.750000 Penalty: 3223.888184
	Iteration 18Q: 3 clusters Score -2135401 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2135478.250000 Penalty: 3223.888184
	Iteration 19Q: 3 clusters Score -2135478 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2135557.250000 Penalty: 3223.888184
	Iteration 20F: 3 clusters Score -2135557 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2135641.250000 Penalty: 3223.888184
	Iteration 21Q: 3 clusters Score -2135641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2135728.250000 Penalty: 3223.888184
	Iteration 22Q: 3 clusters Score -2135728 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2135817.500000 Penalty: 3223.888184
	Iteration 23Q: 3 clusters Score -2135818 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2135887.250000 Penalty: 3223.888184
	Iteration 24Q: 3 clusters Score -2135887 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2135950.750000 Penalty: 3223.888184
	Iteration 25Q: 3 clusters Score -2135951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2136009.000000 Penalty: 3223.888184
	Iteration 26Q: 3 clusters Score -2136009 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2136072.750000 Penalty: 3223.888184
	Iteration 27Q: 3 clusters Score -2136073 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2136126.500000 Penalty: 3223.888184
	Iteration 28Q: 3 clusters Score -2136126 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2136193.500000 Penalty: 3223.888184
	Iteration 29Q: 3 clusters Score -2136194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2136255.750000 Penalty: 3223.888184
	Iteration 30Q: 3 clusters Score -2136256 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2136327.250000 Penalty: 3223.888184
	Iteration 31Q: 3 clusters Score -2136327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2136404.500000 Penalty: 3223.888184
	Iteration 32Q: 3 clusters Score -2136404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2136484.500000 Penalty: 3223.888184
	Iteration 33Q: 3 clusters Score -2136484 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2136539.500000 Penalty: 3223.888184
	Iteration 34Q: 3 clusters Score -2136540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2136592.000000 Penalty: 3223.888184
	Iteration 35Q: 3 clusters Score -2136592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2136650.500000 Penalty: 3223.888184
	Iteration 36Q: 3 clusters Score -2136650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2136689.750000 Penalty: 3223.888184
	Iteration 37Q: 3 clusters Score -2136690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2136731.500000 Penalty: 3223.888184
	Iteration 38Q: 3 clusters Score -2136732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2136760.000000 Penalty: 3223.888184
	Iteration 39Q: 3 clusters Score -2136760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2136776.750000 Penalty: 3223.888184
	Iteration 40F: 3 clusters Score -2136777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2136804.750000 Penalty: 3223.888184
	Iteration 41Q: 3 clusters Score -2136805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2136825.500000 Penalty: 3223.888184
	Iteration 42Q: 3 clusters Score -2136826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2136838.250000 Penalty: 3223.888184
	Iteration 43Q: 3 clusters Score -2136838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2136847.000000 Penalty: 3223.888184
	Iteration 44Q: 3 clusters Score -2136847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2136861.500000 Penalty: 3223.888184
	Iteration 45Q: 3 clusters Score -2136862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2136869.000000 Penalty: 3223.888184
	Iteration 46Q: 3 clusters Score -2136869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2136880.500000 Penalty: 3223.888184
	Iteration 47Q: 3 clusters Score -2136880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2136886.000000 Penalty: 3223.888184
	Iteration 48Q: 3 clusters Score -2136886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2136892.250000 Penalty: 3223.888184
	Iteration 49Q: 3 clusters Score -2136892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2136900.000000 Penalty: 3223.888184
	Iteration 50Q: 3 clusters Score -2136900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2136909.750000 Penalty: 3223.888184
	Iteration 51Q: 3 clusters Score -2136910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2136914.750000 Penalty: 3223.888184
	Iteration 52Q: 3 clusters Score -2136915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2136917.750000 Penalty: 3223.888184
	Iteration 53Q: 3 clusters Score -2136918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2136922.000000 Penalty: 3223.888184
	Iteration 54Q: 3 clusters Score -2136922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2136921.250000 Penalty: 3223.888184
	Iteration 55Q: 3 clusters Score -2136921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2136928.750000 Penalty: 3223.888184
	Iteration 56Q: 3 clusters Score -2136929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2136928.750000 Penalty: 3223.888184
	Iteration 57Q: 3 clusters Score -2136929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2136932.750000 Penalty: 3223.888184
	Iteration 58Q: 3 clusters Score -2136933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2136934.500000 Penalty: 3223.888184
	Iteration 59Q: 3 clusters Score -2136934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2136935.000000 Penalty: 3223.888184
	Iteration 60F: 3 clusters Score -2136935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2136933.250000 Penalty: 3223.888184
	Iteration 61Q: 3 clusters Score -2136933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2136937.500000 Penalty: 3223.888184
	Iteration 62Q: 3 clusters Score -2136938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2136936.750000 Penalty: 3223.888184
	Iteration 63Q: 3 clusters Score -2136937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2136936.750000 Penalty: 3223.888184
	Iteration 64F: 3 clusters Score -2136937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -108450.085938 Penalty: 1166.017090
	Iteration 0F: 2 clusters Score -108450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106841.039062 Penalty: 2332.034180
	Iteration 0F: 3 clusters Score -106841 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107342.343750 Penalty: 2332.034180
	Iteration 1F: 3 clusters Score -107342.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107585.929688 Penalty: 2332.034180
	Iteration 2F: 3 clusters Score -107585.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107763.453125 Penalty: 2332.034180
	Iteration 3F: 3 clusters Score -107763.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -107947.890625 Penalty: 2332.034180
	Iteration 4F: 3 clusters Score -107947.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108132.046875 Penalty: 2332.034180
	Iteration 5F: 3 clusters Score -108132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108211.468750 Penalty: 2332.034180
	Iteration 6Q: 3 clusters Score -108211.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108261.523438 Penalty: 2332.034180
	Iteration 7Q: 3 clusters Score -108261.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108302.148438 Penalty: 2332.034180
	Iteration 8Q: 3 clusters Score -108302.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -108356.625000 Penalty: 2332.034180
	Iteration 9Q: 3 clusters Score -108356.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -108449.554688 Penalty: 2332.034180
	Iteration 10Q: 3 clusters Score -108449.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -108523.484375 Penalty: 2332.034180
	Iteration 11Q: 3 clusters Score -108523.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -108592.296875 Penalty: 2332.034180
	Iteration 12Q: 3 clusters Score -108592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -108614.664062 Penalty: 2332.034180
	Iteration 13Q: 3 clusters Score -108614.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -108639.359375 Penalty: 2332.034180
	Iteration 14Q: 3 clusters Score -108639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108646.671875 Penalty: 2332.034180
	Iteration 15Q: 3 clusters Score -108646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -108653.023438 Penalty: 2332.034180
	Iteration 16Q: 3 clusters Score -108653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108654.414062 Penalty: 2332.034180
	Iteration 17Q: 3 clusters Score -108654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108654.414062 Penalty: 2332.034180
	Iteration 18F: 3 clusters Score -108654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 115278 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 656 members 
Entering Unmasked Estep 
Score: -154052576.000000 Penalty: 104160.664062
Splitting cluster 18 changes total score from -154053584.000000 to -154052576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (82925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Entering Unmasked Estep 
Score: -8682155.000000 Penalty: 1840.424927
	Iteration 0F: 2 clusters Score -8682155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8626732.000000 Penalty: 3680.849854
	Iteration 0F: 3 clusters Score -8626732 nChanged 39538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8649467.000000 Penalty: 3680.849854
	Iteration 1F: 3 clusters Score -8649467 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8649918.000000 Penalty: 3680.849854
	Iteration 2Q: 3 clusters Score -8649918 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -8650461.000000 Penalty: 3680.849854
	Iteration 3Q: 3 clusters Score -8650461 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8650989.000000 Penalty: 3680.849854
	Iteration 4Q: 3 clusters Score -8650989 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8651620.000000 Penalty: 3680.849854
	Iteration 5Q: 3 clusters Score -8651620 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -8652405.000000 Penalty: 3680.849854
	Iteration 6Q: 3 clusters Score -8652405 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -8653625.000000 Penalty: 3680.849854
	Iteration 7Q: 3 clusters Score -8653625 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -8655277.000000 Penalty: 3680.849854
	Iteration 8Q: 3 clusters Score -8655277 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -8657763.000000 Penalty: 3680.849854
	Iteration 9F: 3 clusters Score -8657763 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -8660919.000000 Penalty: 3680.849854
	Iteration 10F: 3 clusters Score -8660919 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -8664929.000000 Penalty: 3680.849854
	Iteration 11F: 3 clusters Score -8664929 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8669248.000000 Penalty: 3680.849854
	Iteration 12F: 3 clusters Score -8669248 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -8673144.000000 Penalty: 3680.849854
	Iteration 13F: 3 clusters Score -8673144 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8676050.000000 Penalty: 3680.849854
	Iteration 14Q: 3 clusters Score -8676050 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8677881.000000 Penalty: 3680.849854
	Iteration 15Q: 3 clusters Score -8677881 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8679009.000000 Penalty: 3680.849854
	Iteration 16Q: 3 clusters Score -8679009 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8679717.000000 Penalty: 3680.849854
	Iteration 17Q: 3 clusters Score -8679717 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8680178.000000 Penalty: 3680.849854
	Iteration 18Q: 3 clusters Score -8680178 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8680475.000000 Penalty: 3680.849854
	Iteration 19Q: 3 clusters Score -8680475 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8680663.000000 Penalty: 3680.849854
	Iteration 20F: 3 clusters Score -8680663 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8680796.000000 Penalty: 3680.849854
	Iteration 21Q: 3 clusters Score -8680796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8680868.000000 Penalty: 3680.849854
	Iteration 22Q: 3 clusters Score -8680868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8680911.000000 Penalty: 3680.849854
	Iteration 23Q: 3 clusters Score -8680911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8680945.000000 Penalty: 3680.849854
	Iteration 24Q: 3 clusters Score -8680945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8680962.000000 Penalty: 3680.849854
	Iteration 25Q: 3 clusters Score -8680962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8680985.000000 Penalty: 3680.849854
	Iteration 26Q: 3 clusters Score -8680985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8680978.000000 Penalty: 3680.849854
	Iteration 27Q: 3 clusters Score -8680978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8680981.000000 Penalty: 3680.849854
	Iteration 28Q: 3 clusters Score -8680981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8680991.000000 Penalty: 3680.849854
	Iteration 29Q: 3 clusters Score -8680991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8680993.000000 Penalty: 3680.849854
	Iteration 30Q: 3 clusters Score -8680993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8680993.000000 Penalty: 3680.849854
	Iteration 31Q: 3 clusters Score -8680993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8681001.000000 Penalty: 3680.849854
	Iteration 32Q: 3 clusters Score -8681001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8681009.000000 Penalty: 3680.849854
	Iteration 33Q: 3 clusters Score -8681009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8681004.000000 Penalty: 3680.849854
	Iteration 34Q: 3 clusters Score -8681004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8680996.000000 Penalty: 3680.849854
	Iteration 35Q: 3 clusters Score -8680996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8681001.000000 Penalty: 3680.849854
	Iteration 36Q: 3 clusters Score -8681001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8681003.000000 Penalty: 3680.849854
	Iteration 37Q: 3 clusters Score -8681003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8680996.000000 Penalty: 3680.849854
	Iteration 38Q: 3 clusters Score -8680996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8680998.000000 Penalty: 3680.849854
	Iteration 39Q: 3 clusters Score -8680998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8681002.000000 Penalty: 3680.849854
	Iteration 40F: 3 clusters Score -8681002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8681003.000000 Penalty: 3680.849854
	Iteration 41Q: 3 clusters Score -8681003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8681009.000000 Penalty: 3680.849854
	Iteration 42Q: 3 clusters Score -8681009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8681009.000000 Penalty: 3680.849854
	Iteration 43F: 3 clusters Score -8681009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188947 members 
Entering Unmasked Estep 
Score: -19675824.000000 Penalty: 1974.248535
	Iteration 0F: 2 clusters Score -1.967582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -19555170.000000 Penalty: 3948.497070
	Iteration 0F: 3 clusters Score -1.955517e+07 nChanged 91569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -19610462.000000 Penalty: 3948.497070
	Iteration 1F: 3 clusters Score -1.961046e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -19611900.000000 Penalty: 3948.497070
	Iteration 2Q: 3 clusters Score -1.96119e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -19614170.000000 Penalty: 3948.497070
	Iteration 3Q: 3 clusters Score -1.961417e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -19617276.000000 Penalty: 3948.497070
	Iteration 4Q: 3 clusters Score -1.961728e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -19621630.000000 Penalty: 3948.497070
	Iteration 5Q: 3 clusters Score -1.962163e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -19628124.000000 Penalty: 3948.497070
	Iteration 6F: 3 clusters Score -1.962812e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -19636544.000000 Penalty: 3948.497070
	Iteration 7F: 3 clusters Score -1.963654e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -19643456.000000 Penalty: 3948.497070
	Iteration 8F: 3 clusters Score -1.964346e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -19646694.000000 Penalty: 3948.497070
	Iteration 9Q: 3 clusters Score -1.964669e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112809 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -19647988.000000 Penalty: 3948.497070
	Iteration 10Q: 3 clusters Score -1.964799e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -19648414.000000 Penalty: 3948.497070
	Iteration 11Q: 3 clusters Score -1.964841e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -19648800.000000 Penalty: 3948.497070
	Iteration 12Q: 3 clusters Score -1.96488e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117819 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -19649146.000000 Penalty: 3948.497070
	Iteration 13Q: 3 clusters Score -1.964915e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -19649606.000000 Penalty: 3948.497070
	Iteration 14Q: 3 clusters Score -1.964961e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -19650054.000000 Penalty: 3948.497070
	Iteration 15Q: 3 clusters Score -1.965005e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -19650776.000000 Penalty: 3948.497070
	Iteration 16Q: 3 clusters Score -1.965078e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127259 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -19651548.000000 Penalty: 3948.497070
	Iteration 17Q: 3 clusters Score -1.965155e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -19652250.000000 Penalty: 3948.497070
	Iteration 18Q: 3 clusters Score -1.965225e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133078 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -19653130.000000 Penalty: 3948.497070
	Iteration 19Q: 3 clusters Score -1.965313e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -19654024.000000 Penalty: 3948.497070
	Iteration 20F: 3 clusters Score -1.965402e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139400 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -19654992.000000 Penalty: 3948.497070
	Iteration 21Q: 3 clusters Score -1.965499e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -19656304.000000 Penalty: 3948.497070
	Iteration 22Q: 3 clusters Score -1.96563e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146361 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -19657744.000000 Penalty: 3948.497070
	Iteration 23Q: 3 clusters Score -1.965774e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -19659342.000000 Penalty: 3948.497070
	Iteration 24Q: 3 clusters Score -1.965934e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -19660898.000000 Penalty: 3948.497070
	Iteration 25Q: 3 clusters Score -1.96609e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -19662520.000000 Penalty: 3948.497070
	Iteration 26Q: 3 clusters Score -1.966252e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -19663854.000000 Penalty: 3948.497070
	Iteration 27Q: 3 clusters Score -1.966385e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -19665320.000000 Penalty: 3948.497070
	Iteration 28Q: 3 clusters Score -1.966532e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171596 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -19666838.000000 Penalty: 3948.497070
	Iteration 29Q: 3 clusters Score -1.966684e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -19667998.000000 Penalty: 3948.497070
	Iteration 30Q: 3 clusters Score -1.9668e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -19669272.000000 Penalty: 3948.497070
	Iteration 31Q: 3 clusters Score -1.966927e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180545 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -19670224.000000 Penalty: 3948.497070
	Iteration 32Q: 3 clusters Score -1.967022e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182705 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -19671304.000000 Penalty: 3948.497070
	Iteration 33Q: 3 clusters Score -1.96713e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184426 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -19672246.000000 Penalty: 3948.497070
	Iteration 34Q: 3 clusters Score -1.967225e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185757 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -19672766.000000 Penalty: 3948.497070
	Iteration 35Q: 3 clusters Score -1.967277e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -19673312.000000 Penalty: 3948.497070
	Iteration 36Q: 3 clusters Score -1.967331e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187332 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19673628.000000 Penalty: 3948.497070
	Iteration 37Q: 3 clusters Score -1.967363e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19673864.000000 Penalty: 3948.497070
	Iteration 38Q: 3 clusters Score -1.967386e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188041 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19674060.000000 Penalty: 3948.497070
	Iteration 39Q: 3 clusters Score -1.967406e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188205 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19674158.000000 Penalty: 3948.497070
	Iteration 40F: 3 clusters Score -1.967416e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188318 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -19674196.000000 Penalty: 3948.497070
	Iteration 41Q: 3 clusters Score -1.96742e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188384 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -19674216.000000 Penalty: 3948.497070
	Iteration 42Q: 3 clusters Score -1.967422e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188427 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19674240.000000 Penalty: 3948.497070
	Iteration 43Q: 3 clusters Score -1.967424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188449 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -19674274.000000 Penalty: 3948.497070
	Iteration 44Q: 3 clusters Score -1.967427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19674290.000000 Penalty: 3948.497070
	Iteration 45Q: 3 clusters Score -1.967429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188480 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19674308.000000 Penalty: 3948.497070
	Iteration 46Q: 3 clusters Score -1.967431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19674320.000000 Penalty: 3948.497070
	Iteration 47Q: 3 clusters Score -1.967432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19674318.000000 Penalty: 3948.497070
	Iteration 48Q: 3 clusters Score -1.967432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19674338.000000 Penalty: 3948.497070
	Iteration 49Q: 3 clusters Score -1.967434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19674358.000000 Penalty: 3948.497070
	Iteration 50Q: 3 clusters Score -1.967436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188512 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -19674364.000000 Penalty: 3948.497070
	Iteration 51Q: 3 clusters Score -1.967436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188512 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -19674366.000000 Penalty: 3948.497070
	Iteration 52Q: 3 clusters Score -1.967437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188513 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -19674362.000000 Penalty: 3948.497070
	Iteration 53Q: 3 clusters Score -1.967436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188514 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19674372.000000 Penalty: 3948.497070
	Iteration 54Q: 3 clusters Score -1.967437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188517 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19674372.000000 Penalty: 3948.497070
	Iteration 55Q: 3 clusters Score -1.967437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19674364.000000 Penalty: 3948.497070
	Iteration 56Q: 3 clusters Score -1.967436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19674366.000000 Penalty: 3948.497070
	Iteration 57Q: 3 clusters Score -1.967437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19674358.000000 Penalty: 3948.497070
	Iteration 58Q: 3 clusters Score -1.967436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188530 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -19674364.000000 Penalty: 3948.497070
	Iteration 59Q: 3 clusters Score -1.967436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188534 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19674372.000000 Penalty: 3948.497070
	Iteration 60F: 3 clusters Score -1.967437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19674372.000000 Penalty: 3948.497070
	Iteration 61Q: 3 clusters Score -1.967437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -19674370.000000 Penalty: 3948.497070
	Iteration 62Q: 3 clusters Score -1.967437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19674362.000000 Penalty: 3948.497070
	Iteration 63Q: 3 clusters Score -1.967436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -19674374.000000 Penalty: 3948.497070
	Iteration 64Q: 3 clusters Score -1.967437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188539 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19674384.000000 Penalty: 3948.497070
	Iteration 65Q: 3 clusters Score -1.967438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19674400.000000 Penalty: 3948.497070
	Iteration 66Q: 3 clusters Score -1.96744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188547 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19674414.000000 Penalty: 3948.497070
	Iteration 67Q: 3 clusters Score -1.967441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188553 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19674428.000000 Penalty: 3948.497070
	Iteration 68Q: 3 clusters Score -1.967443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188561 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19674440.000000 Penalty: 3948.497070
	Iteration 69Q: 3 clusters Score -1.967444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188564 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19674450.000000 Penalty: 3948.497070
	Iteration 70Q: 3 clusters Score -1.967445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188565 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19674436.000000 Penalty: 3948.497070
	Iteration 71Q: 3 clusters Score -1.967444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188565 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19674430.000000 Penalty: 3948.497070
	Iteration 72Q: 3 clusters Score -1.967443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19674428.000000 Penalty: 3948.497070
	Iteration 73Q: 3 clusters Score -1.967443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188569 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19674422.000000 Penalty: 3948.497070
	Iteration 74Q: 3 clusters Score -1.967442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188570 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19674422.000000 Penalty: 3948.497070
	Iteration 75Q: 3 clusters Score -1.967442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188572 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -19674430.000000 Penalty: 3948.497070
	Iteration 76Q: 3 clusters Score -1.967443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188573 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19674430.000000 Penalty: 3948.497070
	Iteration 77Q: 3 clusters Score -1.967443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188574 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19674432.000000 Penalty: 3948.497070
	Iteration 78Q: 3 clusters Score -1.967443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19674430.000000 Penalty: 3948.497070
	Iteration 79Q: 3 clusters Score -1.967443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188576 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19674444.000000 Penalty: 3948.497070
	Iteration 80F: 3 clusters Score -1.967444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (115278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115278 members 
Entering Unmasked Estep 
Score: -12066536.000000 Penalty: 1893.953979
	Iteration 0F: 2 clusters Score -1.206654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -11989823.000000 Penalty: 3787.907959
	Iteration 0F: 3 clusters Score -1.198982e+07 nChanged 55280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -12023291.000000 Penalty: 3787.907959
	Iteration 1F: 3 clusters Score -1.202329e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -12025453.000000 Penalty: 3787.907959
	Iteration 2Q: 3 clusters Score -1.202545e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -12028269.000000 Penalty: 3787.907959
	Iteration 3F: 3 clusters Score -1.202827e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -12031964.000000 Penalty: 3787.907959
	Iteration 4F: 3 clusters Score -1.203196e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -12036133.000000 Penalty: 3787.907959
	Iteration 5F: 3 clusters Score -1.203613e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -12040478.000000 Penalty: 3787.907959
	Iteration 6F: 3 clusters Score -1.204048e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -12044752.000000 Penalty: 3787.907959
	Iteration 7F: 3 clusters Score -1.204475e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -12048687.000000 Penalty: 3787.907959
	Iteration 8F: 3 clusters Score -1.204869e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -12051583.000000 Penalty: 3787.907959
	Iteration 9Q: 3 clusters Score -1.205158e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -12053570.000000 Penalty: 3787.907959
	Iteration 10Q: 3 clusters Score -1.205357e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -12055158.000000 Penalty: 3787.907959
	Iteration 11Q: 3 clusters Score -1.205516e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -12056439.000000 Penalty: 3787.907959
	Iteration 12Q: 3 clusters Score -1.205644e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -12057740.000000 Penalty: 3787.907959
	Iteration 13Q: 3 clusters Score -1.205774e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -12058936.000000 Penalty: 3787.907959
	Iteration 14Q: 3 clusters Score -1.205894e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -12060069.000000 Penalty: 3787.907959
	Iteration 15Q: 3 clusters Score -1.206007e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -12061284.000000 Penalty: 3787.907959
	Iteration 16Q: 3 clusters Score -1.206128e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -12062175.000000 Penalty: 3787.907959
	Iteration 17Q: 3 clusters Score -1.206218e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -12062984.000000 Penalty: 3787.907959
	Iteration 18Q: 3 clusters Score -1.206298e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -12063639.000000 Penalty: 3787.907959
	Iteration 19Q: 3 clusters Score -1.206364e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102553 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -12064291.000000 Penalty: 3787.907959
	Iteration 20F: 3 clusters Score -1.206429e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -12064805.000000 Penalty: 3787.907959
	Iteration 21Q: 3 clusters Score -1.20648e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -12065210.000000 Penalty: 3787.907959
	Iteration 22Q: 3 clusters Score -1.206521e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -12065561.000000 Penalty: 3787.907959
	Iteration 23Q: 3 clusters Score -1.206556e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -12065904.000000 Penalty: 3787.907959
	Iteration 24Q: 3 clusters Score -1.20659e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -12066113.000000 Penalty: 3787.907959
	Iteration 25Q: 3 clusters Score -1.206611e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -12066405.000000 Penalty: 3787.907959
	Iteration 26Q: 3 clusters Score -1.20664e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -12066600.000000 Penalty: 3787.907959
	Iteration 27Q: 3 clusters Score -1.20666e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -12066760.000000 Penalty: 3787.907959
	Iteration 28Q: 3 clusters Score -1.206676e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108201 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -12066818.000000 Penalty: 3787.907959
	Iteration 29Q: 3 clusters Score -1.206682e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -12066849.000000 Penalty: 3787.907959
	Iteration 30Q: 3 clusters Score -1.206685e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -12066935.000000 Penalty: 3787.907959
	Iteration 31Q: 3 clusters Score -1.206694e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108789 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -12066943.000000 Penalty: 3787.907959
	Iteration 32Q: 3 clusters Score -1.206694e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -12066941.000000 Penalty: 3787.907959
	Iteration 33Q: 3 clusters Score -1.206694e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -12066940.000000 Penalty: 3787.907959
	Iteration 34Q: 3 clusters Score -1.206694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -12066951.000000 Penalty: 3787.907959
	Iteration 35Q: 3 clusters Score -1.206695e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -12066958.000000 Penalty: 3787.907959
	Iteration 36Q: 3 clusters Score -1.206696e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -12066955.000000 Penalty: 3787.907959
	Iteration 37Q: 3 clusters Score -1.206696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -12066964.000000 Penalty: 3787.907959
	Iteration 38Q: 3 clusters Score -1.206696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -12066989.000000 Penalty: 3787.907959
	Iteration 39Q: 3 clusters Score -1.206699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -12066987.000000 Penalty: 3787.907959
	Iteration 40F: 3 clusters Score -1.206699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -12066997.000000 Penalty: 3787.907959
	Iteration 41Q: 3 clusters Score -1.2067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -12066993.000000 Penalty: 3787.907959
	Iteration 42Q: 3 clusters Score -1.206699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -12067002.000000 Penalty: 3787.907959
	Iteration 43Q: 3 clusters Score -1.2067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -12066996.000000 Penalty: 3787.907959
	Iteration 44Q: 3 clusters Score -1.2067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -12066989.000000 Penalty: 3787.907959
	Iteration 45Q: 3 clusters Score -1.206699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -12066988.000000 Penalty: 3787.907959
	Iteration 46Q: 3 clusters Score -1.206699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -12066996.000000 Penalty: 3787.907959
	Iteration 47Q: 3 clusters Score -1.2067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -12067004.000000 Penalty: 3787.907959
	Iteration 48Q: 3 clusters Score -1.2067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109429 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -12066994.000000 Penalty: 3787.907959
	Iteration 49Q: 3 clusters Score -1.206699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -12066990.000000 Penalty: 3787.907959
	Iteration 50Q: 3 clusters Score -1.206699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -12066990.000000 Penalty: 3787.907959
	Iteration 51Q: 3 clusters Score -1.206699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -12067001.000000 Penalty: 3787.907959
	Iteration 52Q: 3 clusters Score -1.2067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -12067004.000000 Penalty: 3787.907959
	Iteration 53Q: 3 clusters Score -1.2067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -12067008.000000 Penalty: 3787.907959
	Iteration 54Q: 3 clusters Score -1.206701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -12067002.000000 Penalty: 3787.907959
	Iteration 55Q: 3 clusters Score -1.2067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -12066992.000000 Penalty: 3787.907959
	Iteration 56Q: 3 clusters Score -1.206699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -12066990.000000 Penalty: 3787.907959
	Iteration 57Q: 3 clusters Score -1.206699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -12066987.000000 Penalty: 3787.907959
	Iteration 58Q: 3 clusters Score -1.206699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -12066983.000000 Penalty: 3787.907959
	Iteration 59Q: 3 clusters Score -1.206698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -12066991.000000 Penalty: 3787.907959
	Iteration 60F: 3 clusters Score -1.206699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -12066996.000000 Penalty: 3787.907959
	Iteration 61Q: 3 clusters Score -1.2067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109483 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -12066988.000000 Penalty: 3787.907959
	Iteration 62Q: 3 clusters Score -1.206699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -12066988.000000 Penalty: 3787.907959
	Iteration 63Q: 3 clusters Score -1.206699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109495 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -12066983.000000 Penalty: 3787.907959
	Iteration 64Q: 3 clusters Score -1.206698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -12066981.000000 Penalty: 3787.907959
	Iteration 65Q: 3 clusters Score -1.206698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -12066972.000000 Penalty: 3787.907959
	Iteration 66Q: 3 clusters Score -1.206697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -12066977.000000 Penalty: 3787.907959
	Iteration 67Q: 3 clusters Score -1.206698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -12066975.000000 Penalty: 3787.907959
	Iteration 68Q: 3 clusters Score -1.206698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -12066973.000000 Penalty: 3787.907959
	Iteration 69Q: 3 clusters Score -1.206697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -12066973.000000 Penalty: 3787.907959
	Iteration 70F: 3 clusters Score -1.206697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 109506 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 5772 members 
Entering Unmasked Estep 
Score: -154053616.000000 Penalty: 104160.664062
Splitting cluster 21 changes total score from -154053584.000000 to -154053616.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (11595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Entering Unmasked Estep 
Score: -1176939.500000 Penalty: 1520.728394
	Iteration 0F: 2 clusters Score -1176940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1168735.375000 Penalty: 3041.456787
	Iteration 0F: 3 clusters Score -1168735 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1171489.500000 Penalty: 3041.456787
	Iteration 1F: 3 clusters Score -1171490 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1171841.750000 Penalty: 3041.456787
	Iteration 2F: 3 clusters Score -1171842 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1172188.125000 Penalty: 3041.456787
	Iteration 3F: 3 clusters Score -1172188 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1172487.375000 Penalty: 3041.456787
	Iteration 4F: 3 clusters Score -1172487 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1172733.250000 Penalty: 3041.456787
	Iteration 5Q: 3 clusters Score -1172733 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1172943.750000 Penalty: 3041.456787
	Iteration 6Q: 3 clusters Score -1172944 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1173151.250000 Penalty: 3041.456787
	Iteration 7Q: 3 clusters Score -1173151 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1173331.500000 Penalty: 3041.456787
	Iteration 8Q: 3 clusters Score -1173332 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1173492.500000 Penalty: 3041.456787
	Iteration 9Q: 3 clusters Score -1173492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1173654.375000 Penalty: 3041.456787
	Iteration 10Q: 3 clusters Score -1173654 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1173859.000000 Penalty: 3041.456787
	Iteration 11Q: 3 clusters Score -1173859 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1174081.750000 Penalty: 3041.456787
	Iteration 12Q: 3 clusters Score -1174082 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1174329.750000 Penalty: 3041.456787
	Iteration 13Q: 3 clusters Score -1174330 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1174582.500000 Penalty: 3041.456787
	Iteration 14Q: 3 clusters Score -1174582 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1174821.125000 Penalty: 3041.456787
	Iteration 15Q: 3 clusters Score -1174821 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1175049.250000 Penalty: 3041.456787
	Iteration 16Q: 3 clusters Score -1175049 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1175272.125000 Penalty: 3041.456787
	Iteration 17Q: 3 clusters Score -1175272 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1175441.125000 Penalty: 3041.456787
	Iteration 18Q: 3 clusters Score -1175441 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1175568.000000 Penalty: 3041.456787
	Iteration 19Q: 3 clusters Score -1175568 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1175629.875000 Penalty: 3041.456787
	Iteration 20F: 3 clusters Score -1175630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1175665.750000 Penalty: 3041.456787
	Iteration 21Q: 3 clusters Score -1175666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1175700.625000 Penalty: 3041.456787
	Iteration 22Q: 3 clusters Score -1175701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1175731.625000 Penalty: 3041.456787
	Iteration 23Q: 3 clusters Score -1175732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1175752.750000 Penalty: 3041.456787
	Iteration 24Q: 3 clusters Score -1175753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1175770.500000 Penalty: 3041.456787
	Iteration 25Q: 3 clusters Score -1175770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1175789.125000 Penalty: 3041.456787
	Iteration 26Q: 3 clusters Score -1175789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1175802.375000 Penalty: 3041.456787
	Iteration 27Q: 3 clusters Score -1175802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1175811.125000 Penalty: 3041.456787
	Iteration 28Q: 3 clusters Score -1175811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1175822.250000 Penalty: 3041.456787
	Iteration 29Q: 3 clusters Score -1175822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1175831.875000 Penalty: 3041.456787
	Iteration 30Q: 3 clusters Score -1175832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1175837.250000 Penalty: 3041.456787
	Iteration 31Q: 3 clusters Score -1175837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1175844.250000 Penalty: 3041.456787
	Iteration 32Q: 3 clusters Score -1175844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1175856.625000 Penalty: 3041.456787
	Iteration 33Q: 3 clusters Score -1175857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1175868.875000 Penalty: 3041.456787
	Iteration 34Q: 3 clusters Score -1175869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1175876.125000 Penalty: 3041.456787
	Iteration 35Q: 3 clusters Score -1175876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1175888.250000 Penalty: 3041.456787
	Iteration 36Q: 3 clusters Score -1175888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1175892.125000 Penalty: 3041.456787
	Iteration 37Q: 3 clusters Score -1175892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1175901.625000 Penalty: 3041.456787
	Iteration 38Q: 3 clusters Score -1175902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1175910.500000 Penalty: 3041.456787
	Iteration 39Q: 3 clusters Score -1175910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1175918.250000 Penalty: 3041.456787
	Iteration 40F: 3 clusters Score -1175918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1175921.250000 Penalty: 3041.456787
	Iteration 41Q: 3 clusters Score -1175921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1175929.625000 Penalty: 3041.456787
	Iteration 42Q: 3 clusters Score -1175930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1175935.250000 Penalty: 3041.456787
	Iteration 43Q: 3 clusters Score -1175935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1175938.000000 Penalty: 3041.456787
	Iteration 44Q: 3 clusters Score -1175938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1175942.125000 Penalty: 3041.456787
	Iteration 45Q: 3 clusters Score -1175942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1175940.500000 Penalty: 3041.456787
	Iteration 46Q: 3 clusters Score -1175940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1175941.750000 Penalty: 3041.456787
	Iteration 47Q: 3 clusters Score -1175942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1175945.000000 Penalty: 3041.456787
	Iteration 48Q: 3 clusters Score -1175945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1175946.500000 Penalty: 3041.456787
	Iteration 49Q: 3 clusters Score -1175946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1175946.500000 Penalty: 3041.456787
	Iteration 50Q: 3 clusters Score -1175946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1175946.875000 Penalty: 3041.456787
	Iteration 51Q: 3 clusters Score -1175947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1175948.000000 Penalty: 3041.456787
	Iteration 52Q: 3 clusters Score -1175948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1175948.250000 Penalty: 3041.456787
	Iteration 53Q: 3 clusters Score -1175948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1175947.500000 Penalty: 3041.456787
	Iteration 54Q: 3 clusters Score -1175948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1175947.250000 Penalty: 3041.456787
	Iteration 55Q: 3 clusters Score -1175947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1175948.625000 Penalty: 3041.456787
	Iteration 56Q: 3 clusters Score -1175949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1175949.375000 Penalty: 3041.456787
	Iteration 57Q: 3 clusters Score -1175949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1175949.375000 Penalty: 3041.456787
	Iteration 58F: 3 clusters Score -1175949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -551047.812500 Penalty: 1400.298218
	Iteration 0F: 2 clusters Score -551047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -546721.187500 Penalty: 2800.596436
	Iteration 0F: 3 clusters Score -546721.2 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -548229.625000 Penalty: 2800.596436
	Iteration 1F: 3 clusters Score -548229.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -548631.000000 Penalty: 2800.596436
	Iteration 2F: 3 clusters Score -548631 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -549046.937500 Penalty: 2800.596436
	Iteration 3F: 3 clusters Score -549046.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -549456.312500 Penalty: 2800.596436
	Iteration 4F: 3 clusters Score -549456.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -549866.937500 Penalty: 2800.596436
	Iteration 5F: 3 clusters Score -549866.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -550246.875000 Penalty: 2800.596436
	Iteration 6F: 3 clusters Score -550246.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -550524.125000 Penalty: 2800.596436
	Iteration 7F: 3 clusters Score -550524.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -550650.187500 Penalty: 2800.596436
	Iteration 8Q: 3 clusters Score -550650.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -550718.250000 Penalty: 2800.596436
	Iteration 9Q: 3 clusters Score -550718.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -550751.062500 Penalty: 2800.596436
	Iteration 10Q: 3 clusters Score -550751.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -550771.250000 Penalty: 2800.596436
	Iteration 11Q: 3 clusters Score -550771.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -550783.187500 Penalty: 2800.596436
	Iteration 12Q: 3 clusters Score -550783.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -550790.625000 Penalty: 2800.596436
	Iteration 13Q: 3 clusters Score -550790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -550793.687500 Penalty: 2800.596436
	Iteration 14Q: 3 clusters Score -550793.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -550794.625000 Penalty: 2800.596436
	Iteration 15Q: 3 clusters Score -550794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -550795.687500 Penalty: 2800.596436
	Iteration 16Q: 3 clusters Score -550795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -550796.562500 Penalty: 2800.596436
	Iteration 17Q: 3 clusters Score -550796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -550798.625000 Penalty: 2800.596436
	Iteration 18Q: 3 clusters Score -550798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -550799.375000 Penalty: 2800.596436
	Iteration 19Q: 3 clusters Score -550799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -550801.312500 Penalty: 2800.596436
	Iteration 20F: 3 clusters Score -550801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -550801.000000 Penalty: 2800.596436
	Iteration 21Q: 3 clusters Score -550801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -550801.000000 Penalty: 2800.596436
	Iteration 22Q: 3 clusters Score -550801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -550801.000000 Penalty: 2800.596436
	Iteration 23F: 3 clusters Score -550801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Entering Unmasked Estep 
Score: -3299549.500000 Penalty: 1685.382202
	Iteration 0F: 2 clusters Score -3299550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3278337.500000 Penalty: 3370.764404
	Iteration 0F: 3 clusters Score -3278338 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3286387.500000 Penalty: 3370.764404
	Iteration 1F: 3 clusters Score -3286388 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3286960.750000 Penalty: 3370.764404
	Iteration 2Q: 3 clusters Score -3286961 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3287720.750000 Penalty: 3370.764404
	Iteration 3F: 3 clusters Score -3287721 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3288926.000000 Penalty: 3370.764404
	Iteration 4F: 3 clusters Score -3288926 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3290653.500000 Penalty: 3370.764404
	Iteration 5F: 3 clusters Score -3290654 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3292649.750000 Penalty: 3370.764404
	Iteration 6F: 3 clusters Score -3292650 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3294389.000000 Penalty: 3370.764404
	Iteration 7F: 3 clusters Score -3294389 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3295830.500000 Penalty: 3370.764404
	Iteration 8F: 3 clusters Score -3295830 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3296944.500000 Penalty: 3370.764404
	Iteration 9Q: 3 clusters Score -3296944 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3297653.000000 Penalty: 3370.764404
	Iteration 10Q: 3 clusters Score -3297653 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3298081.750000 Penalty: 3370.764404
	Iteration 11Q: 3 clusters Score -3298082 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3298316.000000 Penalty: 3370.764404
	Iteration 12Q: 3 clusters Score -3298316 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3298484.000000 Penalty: 3370.764404
	Iteration 13Q: 3 clusters Score -3298484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3298622.750000 Penalty: 3370.764404
	Iteration 14Q: 3 clusters Score -3298623 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3298694.750000 Penalty: 3370.764404
	Iteration 15Q: 3 clusters Score -3298695 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3298757.500000 Penalty: 3370.764404
	Iteration 16Q: 3 clusters Score -3298758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3298801.750000 Penalty: 3370.764404
	Iteration 17Q: 3 clusters Score -3298802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3298852.750000 Penalty: 3370.764404
	Iteration 18Q: 3 clusters Score -3298853 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3298889.500000 Penalty: 3370.764404
	Iteration 19Q: 3 clusters Score -3298890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3298908.750000 Penalty: 3370.764404
	Iteration 20F: 3 clusters Score -3298909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3298925.750000 Penalty: 3370.764404
	Iteration 21Q: 3 clusters Score -3298926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3298955.750000 Penalty: 3370.764404
	Iteration 22Q: 3 clusters Score -3298956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3298981.750000 Penalty: 3370.764404
	Iteration 23Q: 3 clusters Score -3298982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3299006.750000 Penalty: 3370.764404
	Iteration 24Q: 3 clusters Score -3299007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3299025.000000 Penalty: 3370.764404
	Iteration 25Q: 3 clusters Score -3299025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3299050.750000 Penalty: 3370.764404
	Iteration 26Q: 3 clusters Score -3299051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3299071.250000 Penalty: 3370.764404
	Iteration 27Q: 3 clusters Score -3299071 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3299081.000000 Penalty: 3370.764404
	Iteration 28Q: 3 clusters Score -3299081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3299093.750000 Penalty: 3370.764404
	Iteration 29Q: 3 clusters Score -3299094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3299112.000000 Penalty: 3370.764404
	Iteration 30Q: 3 clusters Score -3299112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3299114.750000 Penalty: 3370.764404
	Iteration 31Q: 3 clusters Score -3299115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3299116.750000 Penalty: 3370.764404
	Iteration 32Q: 3 clusters Score -3299117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3299128.000000 Penalty: 3370.764404
	Iteration 33Q: 3 clusters Score -3299128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3299133.500000 Penalty: 3370.764404
	Iteration 34Q: 3 clusters Score -3299134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3299142.500000 Penalty: 3370.764404
	Iteration 35Q: 3 clusters Score -3299142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3299138.250000 Penalty: 3370.764404
	Iteration 36Q: 3 clusters Score -3299138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3299136.250000 Penalty: 3370.764404
	Iteration 37Q: 3 clusters Score -3299136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3299149.000000 Penalty: 3370.764404
	Iteration 38Q: 3 clusters Score -3299149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3299148.250000 Penalty: 3370.764404
	Iteration 39Q: 3 clusters Score -3299148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3299148.250000 Penalty: 3370.764404
	Iteration 40F: 3 clusters Score -3299148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3299154.000000 Penalty: 3370.764404
	Iteration 41Q: 3 clusters Score -3299154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3299152.000000 Penalty: 3370.764404
	Iteration 42Q: 3 clusters Score -3299152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3299155.250000 Penalty: 3370.764404
	Iteration 43Q: 3 clusters Score -3299155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3299168.000000 Penalty: 3370.764404
	Iteration 44Q: 3 clusters Score -3299168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3299173.000000 Penalty: 3370.764404
	Iteration 45Q: 3 clusters Score -3299173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3299182.000000 Penalty: 3370.764404
	Iteration 46Q: 3 clusters Score -3299182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3299182.250000 Penalty: 3370.764404
	Iteration 47Q: 3 clusters Score -3299182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3299180.500000 Penalty: 3370.764404
	Iteration 48Q: 3 clusters Score -3299180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3299181.250000 Penalty: 3370.764404
	Iteration 49Q: 3 clusters Score -3299181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3299191.750000 Penalty: 3370.764404
	Iteration 50Q: 3 clusters Score -3299192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3299196.500000 Penalty: 3370.764404
	Iteration 51Q: 3 clusters Score -3299196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3299197.750000 Penalty: 3370.764404
	Iteration 52Q: 3 clusters Score -3299198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3299207.500000 Penalty: 3370.764404
	Iteration 53Q: 3 clusters Score -3299208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3299205.250000 Penalty: 3370.764404
	Iteration 54Q: 3 clusters Score -3299205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3299216.750000 Penalty: 3370.764404
	Iteration 55Q: 3 clusters Score -3299217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3299218.250000 Penalty: 3370.764404
	Iteration 56Q: 3 clusters Score -3299218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3299224.500000 Penalty: 3370.764404
	Iteration 57Q: 3 clusters Score -3299224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3299228.750000 Penalty: 3370.764404
	Iteration 58Q: 3 clusters Score -3299229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3299238.750000 Penalty: 3370.764404
	Iteration 59Q: 3 clusters Score -3299239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3299245.000000 Penalty: 3370.764404
	Iteration 60F: 3 clusters Score -3299245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3299248.500000 Penalty: 3370.764404
	Iteration 61Q: 3 clusters Score -3299248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3299254.000000 Penalty: 3370.764404
	Iteration 62Q: 3 clusters Score -3299254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3299258.000000 Penalty: 3370.764404
	Iteration 63Q: 3 clusters Score -3299258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3299249.000000 Penalty: 3370.764404
	Iteration 64Q: 3 clusters Score -3299249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3299256.000000 Penalty: 3370.764404
	Iteration 65Q: 3 clusters Score -3299256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3299250.000000 Penalty: 3370.764404
	Iteration 66Q: 3 clusters Score -3299250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3299251.250000 Penalty: 3370.764404
	Iteration 67Q: 3 clusters Score -3299251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3299252.750000 Penalty: 3370.764404
	Iteration 68Q: 3 clusters Score -3299253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3299254.250000 Penalty: 3370.764404
	Iteration 69Q: 3 clusters Score -3299254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3299254.000000 Penalty: 3370.764404
	Iteration 70Q: 3 clusters Score -3299254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3299253.500000 Penalty: 3370.764404
	Iteration 71Q: 3 clusters Score -3299254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3299252.250000 Penalty: 3370.764404
	Iteration 72Q: 3 clusters Score -3299252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3299253.250000 Penalty: 3370.764404
	Iteration 73Q: 3 clusters Score -3299253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3299253.250000 Penalty: 3370.764404
	Iteration 74F: 3 clusters Score -3299253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1546741.000000 Penalty: 1566.908203
	Iteration 0F: 2 clusters Score -1546741 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 7805 members 
Entering Unmasked Estep 
Score: -1536071.000000 Penalty: 3133.816406
	Iteration 0F: 3 clusters Score -1536071 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1540087.375000 Penalty: 3133.816406
	Iteration 1F: 3 clusters Score -1540087 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1540542.625000 Penalty: 3133.816406
	Iteration 2F: 3 clusters Score -1540543 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1541052.375000 Penalty: 3133.816406
	Iteration 3F: 3 clusters Score -1541052 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1541731.250000 Penalty: 3133.816406
	Iteration 4F: 3 clusters Score -1541731 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1542554.250000 Penalty: 3133.816406
	Iteration 5F: 3 clusters Score -1542554 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1543441.875000 Penalty: 3133.816406
	Iteration 6F: 3 clusters Score -1543442 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1544193.750000 Penalty: 3133.816406
	Iteration 7F: 3 clusters Score -1544194 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1544643.375000 Penalty: 3133.816406
	Iteration 8Q: 3 clusters Score -1544643 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1544950.375000 Penalty: 3133.816406
	Iteration 9Q: 3 clusters Score -1544950 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1545150.500000 Penalty: 3133.816406
	Iteration 10Q: 3 clusters Score -1545150 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1545288.250000 Penalty: 3133.816406
	Iteration 11Q: 3 clusters Score -1545288 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1545389.875000 Penalty: 3133.816406
	Iteration 12Q: 3 clusters Score -1545390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1545478.500000 Penalty: 3133.816406
	Iteration 13Q: 3 clusters Score -1545478 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1545533.375000 Penalty: 3133.816406
	Iteration 14Q: 3 clusters Score -1545533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1545576.625000 Penalty: 3133.816406
	Iteration 15Q: 3 clusters Score -1545577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1545604.500000 Penalty: 3133.816406
	Iteration 16Q: 3 clusters Score -1545604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1545642.375000 Penalty: 3133.816406
	Iteration 17Q: 3 clusters Score -1545642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1545665.500000 Penalty: 3133.816406
	Iteration 18Q: 3 clusters Score -1545666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1545681.625000 Penalty: 3133.816406
	Iteration 19Q: 3 clusters Score -1545682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1545694.500000 Penalty: 3133.816406
	Iteration 20F: 3 clusters Score -1545694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1545701.750000 Penalty: 3133.816406
	Iteration 21Q: 3 clusters Score -1545702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1545705.000000 Penalty: 3133.816406
	Iteration 22Q: 3 clusters Score -1545705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1545714.250000 Penalty: 3133.816406
	Iteration 23Q: 3 clusters Score -1545714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1545718.125000 Penalty: 3133.816406
	Iteration 24Q: 3 clusters Score -1545718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1545725.875000 Penalty: 3133.816406
	Iteration 25Q: 3 clusters Score -1545726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1545730.125000 Penalty: 3133.816406
	Iteration 26Q: 3 clusters Score -1545730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1545734.000000 Penalty: 3133.816406
	Iteration 27Q: 3 clusters Score -1545734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1545736.250000 Penalty: 3133.816406
	Iteration 28Q: 3 clusters Score -1545736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1545745.375000 Penalty: 3133.816406
	Iteration 29Q: 3 clusters Score -1545745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1545750.625000 Penalty: 3133.816406
	Iteration 30Q: 3 clusters Score -1545751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1545755.250000 Penalty: 3133.816406
	Iteration 31Q: 3 clusters Score -1545755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1545756.750000 Penalty: 3133.816406
	Iteration 32Q: 3 clusters Score -1545757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1545756.750000 Penalty: 3133.816406
	Iteration 33F: 3 clusters Score -1545757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -213485.328125 Penalty: 1253.780029
	Iteration 0F: 2 clusters Score -213485.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -211225.421875 Penalty: 2507.560059
	Iteration 0F: 3 clusters Score -211225.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -211791.578125 Penalty: 2507.560059
	Iteration 1F: 3 clusters Score -211791.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -211938.203125 Penalty: 2507.560059
	Iteration 2F: 3 clusters Score -211938.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -212043.578125 Penalty: 2507.560059
	Iteration 3F: 3 clusters Score -212043.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -212176.359375 Penalty: 2507.560059
	Iteration 4F: 3 clusters Score -212176.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -212325.421875 Penalty: 2507.560059
	Iteration 5F: 3 clusters Score -212325.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -212478.656250 Penalty: 2507.560059
	Iteration 6F: 3 clusters Score -212478.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212591.609375 Penalty: 2507.560059
	Iteration 7Q: 3 clusters Score -212591.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212658.015625 Penalty: 2507.560059
	Iteration 8Q: 3 clusters Score -212658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212706.578125 Penalty: 2507.560059
	Iteration 9Q: 3 clusters Score -212706.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212735.328125 Penalty: 2507.560059
	Iteration 10Q: 3 clusters Score -212735.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212757.328125 Penalty: 2507.560059
	Iteration 11Q: 3 clusters Score -212757.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212767.031250 Penalty: 2507.560059
	Iteration 12Q: 3 clusters Score -212767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212778.421875 Penalty: 2507.560059
	Iteration 13Q: 3 clusters Score -212778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -212786.078125 Penalty: 2507.560059
	Iteration 14Q: 3 clusters Score -212786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212789.750000 Penalty: 2507.560059
	Iteration 15Q: 3 clusters Score -212789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212790.515625 Penalty: 2507.560059
	Iteration 16Q: 3 clusters Score -212790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212794.250000 Penalty: 2507.560059
	Iteration 17Q: 3 clusters Score -212794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212805.921875 Penalty: 2507.560059
	Iteration 18Q: 3 clusters Score -212805.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212813.453125 Penalty: 2507.560059
	Iteration 19Q: 3 clusters Score -212813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212816.921875 Penalty: 2507.560059
	Iteration 20F: 3 clusters Score -212816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212818.015625 Penalty: 2507.560059
	Iteration 21Q: 3 clusters Score -212818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212818.390625 Penalty: 2507.560059
	Iteration 22Q: 3 clusters Score -212818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212818.656250 Penalty: 2507.560059
	Iteration 23Q: 3 clusters Score -212818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -212819.453125 Penalty: 2507.560059
	Iteration 24Q: 3 clusters Score -212819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212819.750000 Penalty: 2507.560059
	Iteration 25Q: 3 clusters Score -212819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212820.187500 Penalty: 2507.560059
	Iteration 26Q: 3 clusters Score -212820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212820.187500 Penalty: 2507.560059
	Iteration 27F: 3 clusters Score -212820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -333324.718750 Penalty: 1325.386230
	Iteration 0F: 2 clusters Score -333324.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -330317.593750 Penalty: 2650.772461
	Iteration 0F: 3 clusters Score -330317.6 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -331186.187500 Penalty: 2650.772461
	Iteration 1F: 3 clusters Score -331186.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -331383.968750 Penalty: 2650.772461
	Iteration 2F: 3 clusters Score -331384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -331543.562500 Penalty: 2650.772461
	Iteration 3F: 3 clusters Score -331543.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -331710.125000 Penalty: 2650.772461
	Iteration 4F: 3 clusters Score -331710.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -331885.156250 Penalty: 2650.772461
	Iteration 5Q: 3 clusters Score -331885.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -332043.500000 Penalty: 2650.772461
	Iteration 6Q: 3 clusters Score -332043.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -332194.562500 Penalty: 2650.772461
	Iteration 7F: 3 clusters Score -332194.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -332325.093750 Penalty: 2650.772461
	Iteration 8Q: 3 clusters Score -332325.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -332422.062500 Penalty: 2650.772461
	Iteration 9Q: 3 clusters Score -332422.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -332488.343750 Penalty: 2650.772461
	Iteration 10Q: 3 clusters Score -332488.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -332543.468750 Penalty: 2650.772461
	Iteration 11Q: 3 clusters Score -332543.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -332576.812500 Penalty: 2650.772461
	Iteration 12Q: 3 clusters Score -332576.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -332601.468750 Penalty: 2650.772461
	Iteration 13Q: 3 clusters Score -332601.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -332618.937500 Penalty: 2650.772461
	Iteration 14Q: 3 clusters Score -332618.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -332639.031250 Penalty: 2650.772461
	Iteration 15Q: 3 clusters Score -332639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -332652.031250 Penalty: 2650.772461
	Iteration 16Q: 3 clusters Score -332652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -332661.750000 Penalty: 2650.772461
	Iteration 17Q: 3 clusters Score -332661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332670.687500 Penalty: 2650.772461
	Iteration 18Q: 3 clusters Score -332670.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -332675.656250 Penalty: 2650.772461
	Iteration 19Q: 3 clusters Score -332675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -332679.156250 Penalty: 2650.772461
	Iteration 20F: 3 clusters Score -332679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -332681.625000 Penalty: 2650.772461
	Iteration 21Q: 3 clusters Score -332681.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -332684.750000 Penalty: 2650.772461
	Iteration 22Q: 3 clusters Score -332684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -332687.406250 Penalty: 2650.772461
	Iteration 23Q: 3 clusters Score -332687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -332689.875000 Penalty: 2650.772461
	Iteration 24Q: 3 clusters Score -332689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -332693.625000 Penalty: 2650.772461
	Iteration 25Q: 3 clusters Score -332693.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -332697.625000 Penalty: 2650.772461
	Iteration 26Q: 3 clusters Score -332697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -332701.375000 Penalty: 2650.772461
	Iteration 27Q: 3 clusters Score -332701.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -332706.000000 Penalty: 2650.772461
	Iteration 28Q: 3 clusters Score -332706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -332709.812500 Penalty: 2650.772461
	Iteration 29Q: 3 clusters Score -332709.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -332713.062500 Penalty: 2650.772461
	Iteration 30Q: 3 clusters Score -332713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -332717.562500 Penalty: 2650.772461
	Iteration 31Q: 3 clusters Score -332717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -332721.343750 Penalty: 2650.772461
	Iteration 32Q: 3 clusters Score -332721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -332727.187500 Penalty: 2650.772461
	Iteration 33Q: 3 clusters Score -332727.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -332732.812500 Penalty: 2650.772461
	Iteration 34Q: 3 clusters Score -332732.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -332738.250000 Penalty: 2650.772461
	Iteration 35Q: 3 clusters Score -332738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332742.218750 Penalty: 2650.772461
	Iteration 36Q: 3 clusters Score -332742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -332745.875000 Penalty: 2650.772461
	Iteration 37Q: 3 clusters Score -332745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -332747.312500 Penalty: 2650.772461
	Iteration 38Q: 3 clusters Score -332747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -332748.625000 Penalty: 2650.772461
	Iteration 39Q: 3 clusters Score -332748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -332748.781250 Penalty: 2650.772461
	Iteration 40F: 3 clusters Score -332748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -332749.750000 Penalty: 2650.772461
	Iteration 41Q: 3 clusters Score -332749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -332749.343750 Penalty: 2650.772461
	Iteration 42Q: 3 clusters Score -332749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -332749.718750 Penalty: 2650.772461
	Iteration 43Q: 3 clusters Score -332749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -332750.781250 Penalty: 2650.772461
	Iteration 44Q: 3 clusters Score -332750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -332750.656250 Penalty: 2650.772461
	Iteration 45Q: 3 clusters Score -332750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -332753.125000 Penalty: 2650.772461
	Iteration 46Q: 3 clusters Score -332753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -332754.906250 Penalty: 2650.772461
	Iteration 47Q: 3 clusters Score -332754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -332757.625000 Penalty: 2650.772461
	Iteration 48Q: 3 clusters Score -332757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -332759.843750 Penalty: 2650.772461
	Iteration 49Q: 3 clusters Score -332759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -332760.625000 Penalty: 2650.772461
	Iteration 50Q: 3 clusters Score -332760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -332763.218750 Penalty: 2650.772461
	Iteration 51Q: 3 clusters Score -332763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -332765.531250 Penalty: 2650.772461
	Iteration 52Q: 3 clusters Score -332765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -332767.562500 Penalty: 2650.772461
	Iteration 53Q: 3 clusters Score -332767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -332769.406250 Penalty: 2650.772461
	Iteration 54Q: 3 clusters Score -332769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -332770.718750 Penalty: 2650.772461
	Iteration 55Q: 3 clusters Score -332770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -332774.000000 Penalty: 2650.772461
	Iteration 56Q: 3 clusters Score -332774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -332775.687500 Penalty: 2650.772461
	Iteration 57Q: 3 clusters Score -332775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -332777.125000 Penalty: 2650.772461
	Iteration 58Q: 3 clusters Score -332777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -332777.406250 Penalty: 2650.772461
	Iteration 59Q: 3 clusters Score -332777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -332777.375000 Penalty: 2650.772461
	Iteration 60F: 3 clusters Score -332777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -332777.562500 Penalty: 2650.772461
	Iteration 61Q: 3 clusters Score -332777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -332777.750000 Penalty: 2650.772461
	Iteration 62Q: 3 clusters Score -332777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -332778.937500 Penalty: 2650.772461
	Iteration 63Q: 3 clusters Score -332778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -332779.062500 Penalty: 2650.772461
	Iteration 64Q: 3 clusters Score -332779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -332779.062500 Penalty: 2650.772461
	Iteration 65F: 3 clusters Score -332779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Entering Unmasked Estep 
Score: -1582115.750000 Penalty: 1568.273682
	Iteration 0F: 2 clusters Score -1582116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1571378.500000 Penalty: 3136.547363
	Iteration 0F: 3 clusters Score -1571378 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1575116.625000 Penalty: 3136.547363
	Iteration 1F: 3 clusters Score -1575117 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1575401.750000 Penalty: 3136.547363
	Iteration 2F: 3 clusters Score -1575402 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1575701.000000 Penalty: 3136.547363
	Iteration 3Q: 3 clusters Score -1575701 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1576048.500000 Penalty: 3136.547363
	Iteration 4Q: 3 clusters Score -1576048 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1576458.625000 Penalty: 3136.547363
	Iteration 5Q: 3 clusters Score -1576459 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1576905.500000 Penalty: 3136.547363
	Iteration 6Q: 3 clusters Score -1576906 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1577430.500000 Penalty: 3136.547363
	Iteration 7F: 3 clusters Score -1577430 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1578014.125000 Penalty: 3136.547363
	Iteration 8F: 3 clusters Score -1578014 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1578605.750000 Penalty: 3136.547363
	Iteration 9F: 3 clusters Score -1578606 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1579159.125000 Penalty: 3136.547363
	Iteration 10F: 3 clusters Score -1579159 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1579609.750000 Penalty: 3136.547363
	Iteration 11Q: 3 clusters Score -1579610 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1579924.875000 Penalty: 3136.547363
	Iteration 12Q: 3 clusters Score -1579925 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1580182.875000 Penalty: 3136.547363
	Iteration 13Q: 3 clusters Score -1580183 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1580435.375000 Penalty: 3136.547363
	Iteration 14Q: 3 clusters Score -1580435 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1580663.375000 Penalty: 3136.547363
	Iteration 15Q: 3 clusters Score -1580663 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1580863.875000 Penalty: 3136.547363
	Iteration 16Q: 3 clusters Score -1580864 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1581012.500000 Penalty: 3136.547363
	Iteration 17Q: 3 clusters Score -1581012 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1581114.625000 Penalty: 3136.547363
	Iteration 18Q: 3 clusters Score -1581115 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1581193.000000 Penalty: 3136.547363
	Iteration 19Q: 3 clusters Score -1581193 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1581247.125000 Penalty: 3136.547363
	Iteration 20F: 3 clusters Score -1581247 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1581289.250000 Penalty: 3136.547363
	Iteration 21Q: 3 clusters Score -1581289 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1581321.375000 Penalty: 3136.547363
	Iteration 22Q: 3 clusters Score -1581321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1581343.250000 Penalty: 3136.547363
	Iteration 23Q: 3 clusters Score -1581343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1581357.625000 Penalty: 3136.547363
	Iteration 24Q: 3 clusters Score -1581358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1581373.250000 Penalty: 3136.547363
	Iteration 25Q: 3 clusters Score -1581373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1581376.250000 Penalty: 3136.547363
	Iteration 26Q: 3 clusters Score -1581376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1581378.375000 Penalty: 3136.547363
	Iteration 27Q: 3 clusters Score -1581378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1581384.875000 Penalty: 3136.547363
	Iteration 28Q: 3 clusters Score -1581385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1581382.000000 Penalty: 3136.547363
	Iteration 29Q: 3 clusters Score -1581382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1581385.375000 Penalty: 3136.547363
	Iteration 30Q: 3 clusters Score -1581385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1581388.875000 Penalty: 3136.547363
	Iteration 31Q: 3 clusters Score -1581389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1581392.500000 Penalty: 3136.547363
	Iteration 32Q: 3 clusters Score -1581392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1581391.875000 Penalty: 3136.547363
	Iteration 33Q: 3 clusters Score -1581392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1581395.625000 Penalty: 3136.547363
	Iteration 34Q: 3 clusters Score -1581396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1581398.875000 Penalty: 3136.547363
	Iteration 35Q: 3 clusters Score -1581399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1581407.875000 Penalty: 3136.547363
	Iteration 36Q: 3 clusters Score -1581408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1581404.625000 Penalty: 3136.547363
	Iteration 37Q: 3 clusters Score -1581405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1581406.750000 Penalty: 3136.547363
	Iteration 38Q: 3 clusters Score -1581407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1581409.125000 Penalty: 3136.547363
	Iteration 39Q: 3 clusters Score -1581409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1581409.250000 Penalty: 3136.547363
	Iteration 40F: 3 clusters Score -1581409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1581412.250000 Penalty: 3136.547363
	Iteration 41Q: 3 clusters Score -1581412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1581413.375000 Penalty: 3136.547363
	Iteration 42Q: 3 clusters Score -1581413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1581414.750000 Penalty: 3136.547363
	Iteration 43Q: 3 clusters Score -1581415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1581415.250000 Penalty: 3136.547363
	Iteration 44Q: 3 clusters Score -1581415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1581414.750000 Penalty: 3136.547363
	Iteration 45Q: 3 clusters Score -1581415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1581413.375000 Penalty: 3136.547363
	Iteration 46Q: 3 clusters Score -1581413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1581413.375000 Penalty: 3136.547363
	Iteration 47F: 3 clusters Score -1581413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -405808.625000 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -405808.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402415.437500 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -402415.4 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -403312.125000 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -403312.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -403524.937500 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -403524.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -403674.062500 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -403674.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -403799.187500 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -403799.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -403893.343750 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -403893.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -403969.281250 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -403969.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -404032.500000 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -404032.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -404088.625000 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -404088.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -404140.687500 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -404140.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -404192.000000 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -404192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -404242.937500 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -404242.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -404284.343750 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -404284.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -404326.406250 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -404326.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -404377.000000 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -404377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -404441.531250 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -404441.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -404518.687500 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -404518.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -404610.562500 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -404610.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -404687.843750 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -404687.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -404759.625000 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -404759.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -404837.875000 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -404837.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -404914.531250 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -404914.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -405034.875000 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -405034.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -405165.500000 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -405165.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -405262.281250 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -405262.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -405313.468750 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -405313.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -405354.937500 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -405354.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -405379.062500 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -405379.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -405389.718750 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -405389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -405395.687500 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -405395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -405403.156250 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -405403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -405409.500000 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -405409.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -405412.718750 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -405412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -405415.656250 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -405415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -405416.687500 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -405416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -405420.062500 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -405420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -405427.093750 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -405427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -405431.406250 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -405431.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -405436.218750 Penalty: 2701.124512
	Iteration 38Q: 3 clusters Score -405436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -405440.218750 Penalty: 2701.124512
	Iteration 39Q: 3 clusters Score -405440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -405446.937500 Penalty: 2701.124512
	Iteration 40F: 3 clusters Score -405446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -405451.906250 Penalty: 2701.124512
	Iteration 41Q: 3 clusters Score -405451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -405452.937500 Penalty: 2701.124512
	Iteration 42Q: 3 clusters Score -405452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -405454.312500 Penalty: 2701.124512
	Iteration 43Q: 3 clusters Score -405454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -405457.875000 Penalty: 2701.124512
	Iteration 44Q: 3 clusters Score -405457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -405458.593750 Penalty: 2701.124512
	Iteration 45Q: 3 clusters Score -405458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -405460.187500 Penalty: 2701.124512
	Iteration 46Q: 3 clusters Score -405460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -405463.812500 Penalty: 2701.124512
	Iteration 47Q: 3 clusters Score -405463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -405464.843750 Penalty: 2701.124512
	Iteration 48Q: 3 clusters Score -405464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -405464.687500 Penalty: 2701.124512
	Iteration 49Q: 3 clusters Score -405464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -405464.843750 Penalty: 2701.124512
	Iteration 50Q: 3 clusters Score -405464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -405464.843750 Penalty: 2701.124512
	Iteration 51F: 3 clusters Score -405464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (156691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Entering Unmasked Estep 
Score: -16312338.000000 Penalty: 1943.830078
	Iteration 0F: 2 clusters Score -1.631234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -16211170.000000 Penalty: 3887.660156
	Iteration 0F: 3 clusters Score -1.621117e+07 nChanged 75314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -16255844.000000 Penalty: 3887.660156
	Iteration 1F: 3 clusters Score -1.625584e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -16257863.000000 Penalty: 3887.660156
	Iteration 2Q: 3 clusters Score -1.625786e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -16260974.000000 Penalty: 3887.660156
	Iteration 3Q: 3 clusters Score -1.626097e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -16266983.000000 Penalty: 3887.660156
	Iteration 4F: 3 clusters Score -1.626698e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 118537 members 
Entering Unmasked Estep 
Score: -16276490.000000 Penalty: 3887.660156
	Iteration 5F: 3 clusters Score -1.627649e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -16289178.000000 Penalty: 3887.660156
	Iteration 6F: 3 clusters Score -1.628918e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -16300646.000000 Penalty: 3887.660156
	Iteration 7F: 3 clusters Score -1.630065e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -16306898.000000 Penalty: 3887.660156
	Iteration 8Q: 3 clusters Score -1.63069e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -16309214.000000 Penalty: 3887.660156
	Iteration 9Q: 3 clusters Score -1.630921e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -16310043.000000 Penalty: 3887.660156
	Iteration 10Q: 3 clusters Score -1.631004e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -16310382.000000 Penalty: 3887.660156
	Iteration 11Q: 3 clusters Score -1.631038e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -16310531.000000 Penalty: 3887.660156
	Iteration 12Q: 3 clusters Score -1.631053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -16310585.000000 Penalty: 3887.660156
	Iteration 13Q: 3 clusters Score -1.631058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 156418 members 
Entering Unmasked Estep 
Score: -16310619.000000 Penalty: 3887.660156
	Iteration 14Q: 3 clusters Score -1.631062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -16310646.000000 Penalty: 3887.660156
	Iteration 15Q: 3 clusters Score -1.631065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -16310654.000000 Penalty: 3887.660156
	Iteration 16Q: 3 clusters Score -1.631065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -16310674.000000 Penalty: 3887.660156
	Iteration 17Q: 3 clusters Score -1.631067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -16310676.000000 Penalty: 3887.660156
	Iteration 18Q: 3 clusters Score -1.631068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156458 members 
Entering Unmasked Estep 
Score: -16310697.000000 Penalty: 3887.660156
	Iteration 19Q: 3 clusters Score -1.63107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -16310687.000000 Penalty: 3887.660156
	Iteration 20F: 3 clusters Score -1.631069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156458 members 
Entering Unmasked Estep 
Score: -16310699.000000 Penalty: 3887.660156
	Iteration 21Q: 3 clusters Score -1.63107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -16310710.000000 Penalty: 3887.660156
	Iteration 22Q: 3 clusters Score -1.631071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
Score: -16310710.000000 Penalty: 3887.660156
	Iteration 23Q: 3 clusters Score -1.631071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -16310708.000000 Penalty: 3887.660156
	Iteration 24Q: 3 clusters Score -1.631071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -16310708.000000 Penalty: 3887.660156
	Iteration 25F: 3 clusters Score -1.631071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -934052.250000 Penalty: 1493.645996
	Iteration 0F: 2 clusters Score -934052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -927127.500000 Penalty: 2987.291992
	Iteration 0F: 3 clusters Score -927127.5 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -929590.437500 Penalty: 2987.291992
	Iteration 1F: 3 clusters Score -929590.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -930098.500000 Penalty: 2987.291992
	Iteration 2F: 3 clusters Score -930098.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -930560.375000 Penalty: 2987.291992
	Iteration 3F: 3 clusters Score -930560.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -930997.437500 Penalty: 2987.291992
	Iteration 4F: 3 clusters Score -930997.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -931363.250000 Penalty: 2987.291992
	Iteration 5F: 3 clusters Score -931363.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -931667.625000 Penalty: 2987.291992
	Iteration 6F: 3 clusters Score -931667.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -931933.687500 Penalty: 2987.291992
	Iteration 7Q: 3 clusters Score -931933.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -932144.625000 Penalty: 2987.291992
	Iteration 8Q: 3 clusters Score -932144.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -932295.812500 Penalty: 2987.291992
	Iteration 9Q: 3 clusters Score -932295.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -932409.062500 Penalty: 2987.291992
	Iteration 10Q: 3 clusters Score -932409.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -932480.625000 Penalty: 2987.291992
	Iteration 11Q: 3 clusters Score -932480.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -932541.562500 Penalty: 2987.291992
	Iteration 12Q: 3 clusters Score -932541.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -932607.125000 Penalty: 2987.291992
	Iteration 13Q: 3 clusters Score -932607.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -932685.937500 Penalty: 2987.291992
	Iteration 14Q: 3 clusters Score -932685.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -932751.687500 Penalty: 2987.291992
	Iteration 15Q: 3 clusters Score -932751.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -932805.750000 Penalty: 2987.291992
	Iteration 16Q: 3 clusters Score -932805.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -932847.937500 Penalty: 2987.291992
	Iteration 17Q: 3 clusters Score -932847.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -932887.000000 Penalty: 2987.291992
	Iteration 18Q: 3 clusters Score -932887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -932917.375000 Penalty: 2987.291992
	Iteration 19Q: 3 clusters Score -932917.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -932942.875000 Penalty: 2987.291992
	Iteration 20F: 3 clusters Score -932942.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -932961.875000 Penalty: 2987.291992
	Iteration 21Q: 3 clusters Score -932961.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -932997.125000 Penalty: 2987.291992
	Iteration 22Q: 3 clusters Score -932997.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -933028.312500 Penalty: 2987.291992
	Iteration 23Q: 3 clusters Score -933028.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -933055.187500 Penalty: 2987.291992
	Iteration 24Q: 3 clusters Score -933055.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -933076.937500 Penalty: 2987.291992
	Iteration 25Q: 3 clusters Score -933076.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -933098.000000 Penalty: 2987.291992
	Iteration 26Q: 3 clusters Score -933098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -933119.312500 Penalty: 2987.291992
	Iteration 27Q: 3 clusters Score -933119.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -933136.062500 Penalty: 2987.291992
	Iteration 28Q: 3 clusters Score -933136.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -933151.125000 Penalty: 2987.291992
	Iteration 29Q: 3 clusters Score -933151.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -933155.937500 Penalty: 2987.291992
	Iteration 30Q: 3 clusters Score -933155.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -933164.312500 Penalty: 2987.291992
	Iteration 31Q: 3 clusters Score -933164.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -933170.250000 Penalty: 2987.291992
	Iteration 32Q: 3 clusters Score -933170.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -933174.437500 Penalty: 2987.291992
	Iteration 33Q: 3 clusters Score -933174.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -933180.687500 Penalty: 2987.291992
	Iteration 34Q: 3 clusters Score -933180.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -933182.000000 Penalty: 2987.291992
	Iteration 35Q: 3 clusters Score -933182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -933187.250000 Penalty: 2987.291992
	Iteration 36Q: 3 clusters Score -933187.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -933194.687500 Penalty: 2987.291992
	Iteration 37Q: 3 clusters Score -933194.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -933198.312500 Penalty: 2987.291992
	Iteration 38Q: 3 clusters Score -933198.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -933204.687500 Penalty: 2987.291992
	Iteration 39Q: 3 clusters Score -933204.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -933207.562500 Penalty: 2987.291992
	Iteration 40F: 3 clusters Score -933207.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -933212.500000 Penalty: 2987.291992
	Iteration 41Q: 3 clusters Score -933212.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -933216.125000 Penalty: 2987.291992
	Iteration 42Q: 3 clusters Score -933216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -933220.812500 Penalty: 2987.291992
	Iteration 43Q: 3 clusters Score -933220.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -933226.125000 Penalty: 2987.291992
	Iteration 44Q: 3 clusters Score -933226.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -933231.875000 Penalty: 2987.291992
	Iteration 45Q: 3 clusters Score -933231.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -933239.062500 Penalty: 2987.291992
	Iteration 46Q: 3 clusters Score -933239.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -933243.187500 Penalty: 2987.291992
	Iteration 47Q: 3 clusters Score -933243.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -933244.187500 Penalty: 2987.291992
	Iteration 48Q: 3 clusters Score -933244.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -933253.687500 Penalty: 2987.291992
	Iteration 49Q: 3 clusters Score -933253.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -933258.437500 Penalty: 2987.291992
	Iteration 50Q: 3 clusters Score -933258.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -933263.125000 Penalty: 2987.291992
	Iteration 51Q: 3 clusters Score -933263.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -933266.750000 Penalty: 2987.291992
	Iteration 52Q: 3 clusters Score -933266.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -933270.687500 Penalty: 2987.291992
	Iteration 53Q: 3 clusters Score -933270.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -933273.625000 Penalty: 2987.291992
	Iteration 54Q: 3 clusters Score -933273.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -933276.437500 Penalty: 2987.291992
	Iteration 55Q: 3 clusters Score -933276.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -933280.375000 Penalty: 2987.291992
	Iteration 56Q: 3 clusters Score -933280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -933280.250000 Penalty: 2987.291992
	Iteration 57Q: 3 clusters Score -933280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -933283.250000 Penalty: 2987.291992
	Iteration 58Q: 3 clusters Score -933283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -933284.125000 Penalty: 2987.291992
	Iteration 59Q: 3 clusters Score -933284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -933285.250000 Penalty: 2987.291992
	Iteration 60F: 3 clusters Score -933285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -933286.062500 Penalty: 2987.291992
	Iteration 61Q: 3 clusters Score -933286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -933287.187500 Penalty: 2987.291992
	Iteration 62Q: 3 clusters Score -933287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -933286.687500 Penalty: 2987.291992
	Iteration 63Q: 3 clusters Score -933286.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -933289.562500 Penalty: 2987.291992
	Iteration 64Q: 3 clusters Score -933289.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -933291.250000 Penalty: 2987.291992
	Iteration 65Q: 3 clusters Score -933291.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -933292.250000 Penalty: 2987.291992
	Iteration 66Q: 3 clusters Score -933292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -933293.125000 Penalty: 2987.291992
	Iteration 67Q: 3 clusters Score -933293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -933294.937500 Penalty: 2987.291992
	Iteration 68Q: 3 clusters Score -933294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -933295.250000 Penalty: 2987.291992
	Iteration 69Q: 3 clusters Score -933295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -933297.625000 Penalty: 2987.291992
	Iteration 70Q: 3 clusters Score -933297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -933299.125000 Penalty: 2987.291992
	Iteration 71Q: 3 clusters Score -933299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -933298.562500 Penalty: 2987.291992
	Iteration 72Q: 3 clusters Score -933298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -933297.250000 Penalty: 2987.291992
	Iteration 73Q: 3 clusters Score -933297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -933299.250000 Penalty: 2987.291992
	Iteration 74Q: 3 clusters Score -933299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -933301.187500 Penalty: 2987.291992
	Iteration 75Q: 3 clusters Score -933301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -933300.000000 Penalty: 2987.291992
	Iteration 76Q: 3 clusters Score -933300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -933302.312500 Penalty: 2987.291992
	Iteration 77Q: 3 clusters Score -933302.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -933304.000000 Penalty: 2987.291992
	Iteration 78Q: 3 clusters Score -933304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -933303.875000 Penalty: 2987.291992
	Iteration 79Q: 3 clusters Score -933303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -933305.062500 Penalty: 2987.291992
	Iteration 80F: 3 clusters Score -933305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -933304.937500 Penalty: 2987.291992
	Iteration 81Q: 3 clusters Score -933304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -933307.312500 Penalty: 2987.291992
	Iteration 82Q: 3 clusters Score -933307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -933307.437500 Penalty: 2987.291992
	Iteration 83Q: 3 clusters Score -933307.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -933307.250000 Penalty: 2987.291992
	Iteration 84Q: 3 clusters Score -933307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -933307.250000 Penalty: 2987.291992
	Iteration 85Q: 3 clusters Score -933307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -933308.687500 Penalty: 2987.291992
	Iteration 86Q: 3 clusters Score -933308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -933310.000000 Penalty: 2987.291992
	Iteration 87Q: 3 clusters Score -933310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -933308.937500 Penalty: 2987.291992
	Iteration 88Q: 3 clusters Score -933308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -933311.000000 Penalty: 2987.291992
	Iteration 89Q: 3 clusters Score -933311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -933311.000000 Penalty: 2987.291992
	Iteration 90F: 3 clusters Score -933311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -645651.375000 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -645651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -640987.312500 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -640987.3 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -642381.125000 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -642381.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -642650.000000 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -642650 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -642942.375000 Penalty: 2830.308105
	Iteration 3F: 3 clusters Score -642942.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -643343.500000 Penalty: 2830.308105
	Iteration 4F: 3 clusters Score -643343.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -643821.937500 Penalty: 2830.308105
	Iteration 5F: 3 clusters Score -643821.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -644246.562500 Penalty: 2830.308105
	Iteration 6F: 3 clusters Score -644246.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -644566.750000 Penalty: 2830.308105
	Iteration 7F: 3 clusters Score -644566.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -644757.875000 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -644757.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -644854.937500 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -644854.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -644914.250000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -644914.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -644950.812500 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -644950.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -644977.625000 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -644977.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -644995.937500 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -644995.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -645004.750000 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -645004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -645006.875000 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -645006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -645008.500000 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -645008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -645009.250000 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -645009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -645009.250000 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -645009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -645009.250000 Penalty: 2830.308105
	Iteration 19F: 3 clusters Score -645009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Entering Unmasked Estep 
Score: -10081075.000000 Penalty: 1864.517822
	Iteration 0F: 2 clusters Score -1.008108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -10016676.000000 Penalty: 3729.035645
	Iteration 0F: 3 clusters Score -1.001668e+07 nChanged 46055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -10043913.000000 Penalty: 3729.035645
	Iteration 1F: 3 clusters Score -1.004391e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -10044708.000000 Penalty: 3729.035645
	Iteration 2Q: 3 clusters Score -1.004471e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -10045645.000000 Penalty: 3729.035645
	Iteration 3Q: 3 clusters Score -1.004564e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -10046679.000000 Penalty: 3729.035645
	Iteration 4Q: 3 clusters Score -1.004668e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -10047856.000000 Penalty: 3729.035645
	Iteration 5Q: 3 clusters Score -1.004786e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -10049275.000000 Penalty: 3729.035645
	Iteration 6Q: 3 clusters Score -1.004928e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -10051111.000000 Penalty: 3729.035645
	Iteration 7Q: 3 clusters Score -1.005111e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -10053448.000000 Penalty: 3729.035645
	Iteration 8Q: 3 clusters Score -1.005345e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -10056271.000000 Penalty: 3729.035645
	Iteration 9F: 3 clusters Score -1.005627e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -10059703.000000 Penalty: 3729.035645
	Iteration 10F: 3 clusters Score -1.00597e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -10063345.000000 Penalty: 3729.035645
	Iteration 11Q: 3 clusters Score -1.006334e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -10066428.000000 Penalty: 3729.035645
	Iteration 12Q: 3 clusters Score -1.006643e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -10068634.000000 Penalty: 3729.035645
	Iteration 13Q: 3 clusters Score -1.006863e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -10070297.000000 Penalty: 3729.035645
	Iteration 14Q: 3 clusters Score -1.00703e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -10071887.000000 Penalty: 3729.035645
	Iteration 15Q: 3 clusters Score -1.007189e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -10073571.000000 Penalty: 3729.035645
	Iteration 16Q: 3 clusters Score -1.007357e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -10075038.000000 Penalty: 3729.035645
	Iteration 17Q: 3 clusters Score -1.007504e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -10076216.000000 Penalty: 3729.035645
	Iteration 18Q: 3 clusters Score -1.007622e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -10077262.000000 Penalty: 3729.035645
	Iteration 19Q: 3 clusters Score -1.007726e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -10077995.000000 Penalty: 3729.035645
	Iteration 20F: 3 clusters Score -1.0078e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -10078520.000000 Penalty: 3729.035645
	Iteration 21Q: 3 clusters Score -1.007852e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -10078925.000000 Penalty: 3729.035645
	Iteration 22Q: 3 clusters Score -1.007892e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -10079231.000000 Penalty: 3729.035645
	Iteration 23Q: 3 clusters Score -1.007923e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10079412.000000 Penalty: 3729.035645
	Iteration 24Q: 3 clusters Score -1.007941e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -10079557.000000 Penalty: 3729.035645
	Iteration 25Q: 3 clusters Score -1.007956e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -10079673.000000 Penalty: 3729.035645
	Iteration 26Q: 3 clusters Score -1.007967e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10079738.000000 Penalty: 3729.035645
	Iteration 27Q: 3 clusters Score -1.007974e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10079797.000000 Penalty: 3729.035645
	Iteration 28Q: 3 clusters Score -1.00798e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10079806.000000 Penalty: 3729.035645
	Iteration 29Q: 3 clusters Score -1.007981e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -10079836.000000 Penalty: 3729.035645
	Iteration 30Q: 3 clusters Score -1.007984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10079832.000000 Penalty: 3729.035645
	Iteration 31Q: 3 clusters Score -1.007983e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10079848.000000 Penalty: 3729.035645
	Iteration 32Q: 3 clusters Score -1.007985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10079848.000000 Penalty: 3729.035645
	Iteration 33Q: 3 clusters Score -1.007985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10079873.000000 Penalty: 3729.035645
	Iteration 34Q: 3 clusters Score -1.007987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10079887.000000 Penalty: 3729.035645
	Iteration 35Q: 3 clusters Score -1.007989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10079897.000000 Penalty: 3729.035645
	Iteration 36Q: 3 clusters Score -1.00799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -10079911.000000 Penalty: 3729.035645
	Iteration 37Q: 3 clusters Score -1.007991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10079930.000000 Penalty: 3729.035645
	Iteration 38Q: 3 clusters Score -1.007993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10079934.000000 Penalty: 3729.035645
	Iteration 39Q: 3 clusters Score -1.007993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10079932.000000 Penalty: 3729.035645
	Iteration 40F: 3 clusters Score -1.007993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10079926.000000 Penalty: 3729.035645
	Iteration 41Q: 3 clusters Score -1.007993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10079934.000000 Penalty: 3729.035645
	Iteration 42Q: 3 clusters Score -1.007993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10079938.000000 Penalty: 3729.035645
	Iteration 43Q: 3 clusters Score -1.007994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10079929.000000 Penalty: 3729.035645
	Iteration 44Q: 3 clusters Score -1.007993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10079939.000000 Penalty: 3729.035645
	Iteration 45Q: 3 clusters Score -1.007994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10079938.000000 Penalty: 3729.035645
	Iteration 46Q: 3 clusters Score -1.007994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10079938.000000 Penalty: 3729.035645
	Iteration 47F: 3 clusters Score -1.007994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Entering Unmasked Estep 
Score: -1045240.187500 Penalty: 1516.094360
	Iteration 0F: 2 clusters Score -1045240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1037237.312500 Penalty: 3032.188721
	Iteration 0F: 3 clusters Score -1037237 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1040283.500000 Penalty: 3032.188721
	Iteration 1F: 3 clusters Score -1040284 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1040981.437500 Penalty: 3032.188721
	Iteration 2F: 3 clusters Score -1040981 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1041655.750000 Penalty: 3032.188721
	Iteration 3F: 3 clusters Score -1041656 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1042184.250000 Penalty: 3032.188721
	Iteration 4F: 3 clusters Score -1042184 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1042593.812500 Penalty: 3032.188721
	Iteration 5F: 3 clusters Score -1042594 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1042938.250000 Penalty: 3032.188721
	Iteration 6Q: 3 clusters Score -1042938 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1043257.937500 Penalty: 3032.188721
	Iteration 7Q: 3 clusters Score -1043258 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1043503.750000 Penalty: 3032.188721
	Iteration 8Q: 3 clusters Score -1043504 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1043700.062500 Penalty: 3032.188721
	Iteration 9Q: 3 clusters Score -1043700 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1043839.625000 Penalty: 3032.188721
	Iteration 10Q: 3 clusters Score -1043840 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1043951.937500 Penalty: 3032.188721
	Iteration 11Q: 3 clusters Score -1043952 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1044042.000000 Penalty: 3032.188721
	Iteration 12Q: 3 clusters Score -1044042 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1044102.562500 Penalty: 3032.188721
	Iteration 13Q: 3 clusters Score -1044103 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1044141.937500 Penalty: 3032.188721
	Iteration 14Q: 3 clusters Score -1044142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1044168.750000 Penalty: 3032.188721
	Iteration 15Q: 3 clusters Score -1044169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1044182.625000 Penalty: 3032.188721
	Iteration 16Q: 3 clusters Score -1044183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1044192.500000 Penalty: 3032.188721
	Iteration 17Q: 3 clusters Score -1044192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1044197.437500 Penalty: 3032.188721
	Iteration 18Q: 3 clusters Score -1044197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1044204.937500 Penalty: 3032.188721
	Iteration 19Q: 3 clusters Score -1044205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1044210.437500 Penalty: 3032.188721
	Iteration 20F: 3 clusters Score -1044210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1044213.812500 Penalty: 3032.188721
	Iteration 21Q: 3 clusters Score -1044214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1044217.250000 Penalty: 3032.188721
	Iteration 22Q: 3 clusters Score -1044217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1044224.375000 Penalty: 3032.188721
	Iteration 23Q: 3 clusters Score -1044224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1044227.000000 Penalty: 3032.188721
	Iteration 24Q: 3 clusters Score -1044227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1044228.562500 Penalty: 3032.188721
	Iteration 25Q: 3 clusters Score -1044229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1044233.750000 Penalty: 3032.188721
	Iteration 26Q: 3 clusters Score -1044234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1044236.875000 Penalty: 3032.188721
	Iteration 27Q: 3 clusters Score -1044237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1044239.812500 Penalty: 3032.188721
	Iteration 28Q: 3 clusters Score -1044240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1044244.687500 Penalty: 3032.188721
	Iteration 29Q: 3 clusters Score -1044245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1044248.187500 Penalty: 3032.188721
	Iteration 30Q: 3 clusters Score -1044248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1044252.062500 Penalty: 3032.188721
	Iteration 31Q: 3 clusters Score -1044252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1044252.250000 Penalty: 3032.188721
	Iteration 32Q: 3 clusters Score -1044252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1044259.125000 Penalty: 3032.188721
	Iteration 33Q: 3 clusters Score -1044259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1044260.812500 Penalty: 3032.188721
	Iteration 34Q: 3 clusters Score -1044261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1044265.062500 Penalty: 3032.188721
	Iteration 35Q: 3 clusters Score -1044265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1044272.875000 Penalty: 3032.188721
	Iteration 36Q: 3 clusters Score -1044273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1044277.625000 Penalty: 3032.188721
	Iteration 37Q: 3 clusters Score -1044278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1044284.375000 Penalty: 3032.188721
	Iteration 38Q: 3 clusters Score -1044284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1044297.187500 Penalty: 3032.188721
	Iteration 39Q: 3 clusters Score -1044297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1044304.750000 Penalty: 3032.188721
	Iteration 40F: 3 clusters Score -1044305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1044310.750000 Penalty: 3032.188721
	Iteration 41Q: 3 clusters Score -1044311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1044321.625000 Penalty: 3032.188721
	Iteration 42Q: 3 clusters Score -1044322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1044330.875000 Penalty: 3032.188721
	Iteration 43Q: 3 clusters Score -1044331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1044339.562500 Penalty: 3032.188721
	Iteration 44Q: 3 clusters Score -1044340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1044348.750000 Penalty: 3032.188721
	Iteration 45Q: 3 clusters Score -1044349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1044357.500000 Penalty: 3032.188721
	Iteration 46Q: 3 clusters Score -1044358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1044371.000000 Penalty: 3032.188721
	Iteration 47Q: 3 clusters Score -1044371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1044382.625000 Penalty: 3032.188721
	Iteration 48Q: 3 clusters Score -1044383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1044397.812500 Penalty: 3032.188721
	Iteration 49Q: 3 clusters Score -1044398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1044413.437500 Penalty: 3032.188721
	Iteration 50Q: 3 clusters Score -1044413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1044430.187500 Penalty: 3032.188721
	Iteration 51Q: 3 clusters Score -1044430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1044444.062500 Penalty: 3032.188721
	Iteration 52Q: 3 clusters Score -1044444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1044462.250000 Penalty: 3032.188721
	Iteration 53Q: 3 clusters Score -1044462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1044485.312500 Penalty: 3032.188721
	Iteration 54Q: 3 clusters Score -1044485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1044513.750000 Penalty: 3032.188721
	Iteration 55Q: 3 clusters Score -1044514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1044536.500000 Penalty: 3032.188721
	Iteration 56Q: 3 clusters Score -1044536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1044566.375000 Penalty: 3032.188721
	Iteration 57Q: 3 clusters Score -1044566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1044596.687500 Penalty: 3032.188721
	Iteration 58Q: 3 clusters Score -1044597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1044622.812500 Penalty: 3032.188721
	Iteration 59Q: 3 clusters Score -1044623 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1044642.062500 Penalty: 3032.188721
	Iteration 60F: 3 clusters Score -1044642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1044672.437500 Penalty: 3032.188721
	Iteration 61Q: 3 clusters Score -1044672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1044705.562500 Penalty: 3032.188721
	Iteration 62Q: 3 clusters Score -1044706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1044725.500000 Penalty: 3032.188721
	Iteration 63Q: 3 clusters Score -1044726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1044739.875000 Penalty: 3032.188721
	Iteration 64Q: 3 clusters Score -1044740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1044757.562500 Penalty: 3032.188721
	Iteration 65Q: 3 clusters Score -1044758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1044770.875000 Penalty: 3032.188721
	Iteration 66Q: 3 clusters Score -1044771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1044789.312500 Penalty: 3032.188721
	Iteration 67Q: 3 clusters Score -1044789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1044807.375000 Penalty: 3032.188721
	Iteration 68Q: 3 clusters Score -1044807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1044822.250000 Penalty: 3032.188721
	Iteration 69Q: 3 clusters Score -1044822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1044832.000000 Penalty: 3032.188721
	Iteration 70Q: 3 clusters Score -1044832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1044845.937500 Penalty: 3032.188721
	Iteration 71Q: 3 clusters Score -1044846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1044864.750000 Penalty: 3032.188721
	Iteration 72Q: 3 clusters Score -1044865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1044878.687500 Penalty: 3032.188721
	Iteration 73Q: 3 clusters Score -1044879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1044894.125000 Penalty: 3032.188721
	Iteration 74Q: 3 clusters Score -1044894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1044902.875000 Penalty: 3032.188721
	Iteration 75Q: 3 clusters Score -1044903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1044914.312500 Penalty: 3032.188721
	Iteration 76Q: 3 clusters Score -1044914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1044926.125000 Penalty: 3032.188721
	Iteration 77Q: 3 clusters Score -1044926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1044939.562500 Penalty: 3032.188721
	Iteration 78Q: 3 clusters Score -1044940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1044946.687500 Penalty: 3032.188721
	Iteration 79Q: 3 clusters Score -1044947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1044952.375000 Penalty: 3032.188721
	Iteration 80F: 3 clusters Score -1044952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1044958.312500 Penalty: 3032.188721
	Iteration 81Q: 3 clusters Score -1044958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1044964.062500 Penalty: 3032.188721
	Iteration 82Q: 3 clusters Score -1044964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1044968.437500 Penalty: 3032.188721
	Iteration 83Q: 3 clusters Score -1044968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1044972.250000 Penalty: 3032.188721
	Iteration 84Q: 3 clusters Score -1044972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1044975.250000 Penalty: 3032.188721
	Iteration 85Q: 3 clusters Score -1044975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1044974.687500 Penalty: 3032.188721
	Iteration 86Q: 3 clusters Score -1044975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1044977.812500 Penalty: 3032.188721
	Iteration 87Q: 3 clusters Score -1044978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1044981.062500 Penalty: 3032.188721
	Iteration 88Q: 3 clusters Score -1044981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1044983.250000 Penalty: 3032.188721
	Iteration 89Q: 3 clusters Score -1044983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1044982.312500 Penalty: 3032.188721
	Iteration 90Q: 3 clusters Score -1044982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1044986.062500 Penalty: 3032.188721
	Iteration 91Q: 3 clusters Score -1044986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1044987.812500 Penalty: 3032.188721
	Iteration 92Q: 3 clusters Score -1044988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1044988.312500 Penalty: 3032.188721
	Iteration 93Q: 3 clusters Score -1044988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1044987.687500 Penalty: 3032.188721
	Iteration 94Q: 3 clusters Score -1044988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1044987.687500 Penalty: 3032.188721
	Iteration 95F: 3 clusters Score -1044988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Entering Unmasked Estep 
Score: -3030311.250000 Penalty: 1670.818237
	Iteration 0F: 2 clusters Score -3030311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3010643.250000 Penalty: 3341.636475
	Iteration 0F: 3 clusters Score -3010643 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3018164.500000 Penalty: 3341.636475
	Iteration 1F: 3 clusters Score -3018164 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3018685.750000 Penalty: 3341.636475
	Iteration 2Q: 3 clusters Score -3018686 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3019182.750000 Penalty: 3341.636475
	Iteration 3Q: 3 clusters Score -3019183 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3019669.500000 Penalty: 3341.636475
	Iteration 4Q: 3 clusters Score -3019670 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3020127.250000 Penalty: 3341.636475
	Iteration 5Q: 3 clusters Score -3020127 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3020624.000000 Penalty: 3341.636475
	Iteration 6Q: 3 clusters Score -3020624 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3021116.250000 Penalty: 3341.636475
	Iteration 7Q: 3 clusters Score -3021116 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3021651.500000 Penalty: 3341.636475
	Iteration 8Q: 3 clusters Score -3021652 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3022280.250000 Penalty: 3341.636475
	Iteration 9Q: 3 clusters Score -3022280 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3022915.000000 Penalty: 3341.636475
	Iteration 10Q: 3 clusters Score -3022915 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3023526.000000 Penalty: 3341.636475
	Iteration 11Q: 3 clusters Score -3023526 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3024001.500000 Penalty: 3341.636475
	Iteration 12Q: 3 clusters Score -3024002 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3024324.750000 Penalty: 3341.636475
	Iteration 13Q: 3 clusters Score -3024325 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3024534.500000 Penalty: 3341.636475
	Iteration 14Q: 3 clusters Score -3024534 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3024669.750000 Penalty: 3341.636475
	Iteration 15Q: 3 clusters Score -3024670 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3024769.000000 Penalty: 3341.636475
	Iteration 16Q: 3 clusters Score -3024769 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3024850.250000 Penalty: 3341.636475
	Iteration 17Q: 3 clusters Score -3024850 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3024941.000000 Penalty: 3341.636475
	Iteration 18Q: 3 clusters Score -3024941 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3025037.750000 Penalty: 3341.636475
	Iteration 19Q: 3 clusters Score -3025038 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3025152.750000 Penalty: 3341.636475
	Iteration 20F: 3 clusters Score -3025153 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3025282.750000 Penalty: 3341.636475
	Iteration 21Q: 3 clusters Score -3025283 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3025388.000000 Penalty: 3341.636475
	Iteration 22Q: 3 clusters Score -3025388 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3025510.000000 Penalty: 3341.636475
	Iteration 23Q: 3 clusters Score -3025510 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3025624.000000 Penalty: 3341.636475
	Iteration 24Q: 3 clusters Score -3025624 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3025738.750000 Penalty: 3341.636475
	Iteration 25Q: 3 clusters Score -3025739 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3025883.000000 Penalty: 3341.636475
	Iteration 26Q: 3 clusters Score -3025883 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3026059.750000 Penalty: 3341.636475
	Iteration 27Q: 3 clusters Score -3026060 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3026252.500000 Penalty: 3341.636475
	Iteration 28Q: 3 clusters Score -3026252 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3026438.500000 Penalty: 3341.636475
	Iteration 29Q: 3 clusters Score -3026438 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3026641.250000 Penalty: 3341.636475
	Iteration 30Q: 3 clusters Score -3026641 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3026844.250000 Penalty: 3341.636475
	Iteration 31Q: 3 clusters Score -3026844 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3027031.250000 Penalty: 3341.636475
	Iteration 32Q: 3 clusters Score -3027031 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3027212.500000 Penalty: 3341.636475
	Iteration 33Q: 3 clusters Score -3027212 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3027376.750000 Penalty: 3341.636475
	Iteration 34Q: 3 clusters Score -3027377 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3027565.250000 Penalty: 3341.636475
	Iteration 35Q: 3 clusters Score -3027565 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3027776.250000 Penalty: 3341.636475
	Iteration 36Q: 3 clusters Score -3027776 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3027959.500000 Penalty: 3341.636475
	Iteration 37Q: 3 clusters Score -3027960 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3028113.500000 Penalty: 3341.636475
	Iteration 38Q: 3 clusters Score -3028114 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3028249.500000 Penalty: 3341.636475
	Iteration 39Q: 3 clusters Score -3028250 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3028373.750000 Penalty: 3341.636475
	Iteration 40F: 3 clusters Score -3028374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3028470.500000 Penalty: 3341.636475
	Iteration 41Q: 3 clusters Score -3028470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3028550.250000 Penalty: 3341.636475
	Iteration 42Q: 3 clusters Score -3028550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3028612.000000 Penalty: 3341.636475
	Iteration 43Q: 3 clusters Score -3028612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3028666.750000 Penalty: 3341.636475
	Iteration 44Q: 3 clusters Score -3028667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3028710.500000 Penalty: 3341.636475
	Iteration 45Q: 3 clusters Score -3028710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3028733.000000 Penalty: 3341.636475
	Iteration 46Q: 3 clusters Score -3028733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3028753.500000 Penalty: 3341.636475
	Iteration 47Q: 3 clusters Score -3028754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3028764.250000 Penalty: 3341.636475
	Iteration 48Q: 3 clusters Score -3028764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3028779.000000 Penalty: 3341.636475
	Iteration 49Q: 3 clusters Score -3028779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3028795.250000 Penalty: 3341.636475
	Iteration 50Q: 3 clusters Score -3028795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3028809.250000 Penalty: 3341.636475
	Iteration 51Q: 3 clusters Score -3028809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3028815.750000 Penalty: 3341.636475
	Iteration 52Q: 3 clusters Score -3028816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3028829.750000 Penalty: 3341.636475
	Iteration 53Q: 3 clusters Score -3028830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3028836.500000 Penalty: 3341.636475
	Iteration 54Q: 3 clusters Score -3028836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3028844.000000 Penalty: 3341.636475
	Iteration 55Q: 3 clusters Score -3028844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3028849.500000 Penalty: 3341.636475
	Iteration 56Q: 3 clusters Score -3028850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3028857.000000 Penalty: 3341.636475
	Iteration 57Q: 3 clusters Score -3028857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3028865.250000 Penalty: 3341.636475
	Iteration 58Q: 3 clusters Score -3028865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3028870.500000 Penalty: 3341.636475
	Iteration 59Q: 3 clusters Score -3028870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3028871.000000 Penalty: 3341.636475
	Iteration 60F: 3 clusters Score -3028871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (121654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Entering Unmasked Estep 
Score: -12697999.000000 Penalty: 1902.702271
	Iteration 0F: 2 clusters Score -1.2698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -12616655.000000 Penalty: 3805.404541
	Iteration 0F: 3 clusters Score -1.261666e+07 nChanged 58383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -12651226.000000 Penalty: 3805.404541
	Iteration 1F: 3 clusters Score -1.265123e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -12652438.000000 Penalty: 3805.404541
	Iteration 2Q: 3 clusters Score -1.265244e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -12654088.000000 Penalty: 3805.404541
	Iteration 3Q: 3 clusters Score -1.265409e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -12656519.000000 Penalty: 3805.404541
	Iteration 4Q: 3 clusters Score -1.265652e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -12659788.000000 Penalty: 3805.404541
	Iteration 5F: 3 clusters Score -1.265979e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -12663816.000000 Penalty: 3805.404541
	Iteration 6F: 3 clusters Score -1.266382e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -12667564.000000 Penalty: 3805.404541
	Iteration 7F: 3 clusters Score -1.266756e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -12670438.000000 Penalty: 3805.404541
	Iteration 8F: 3 clusters Score -1.267044e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -12672515.000000 Penalty: 3805.404541
	Iteration 9Q: 3 clusters Score -1.267252e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -12674139.000000 Penalty: 3805.404541
	Iteration 10Q: 3 clusters Score -1.267414e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -12675820.000000 Penalty: 3805.404541
	Iteration 11Q: 3 clusters Score -1.267582e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -12677428.000000 Penalty: 3805.404541
	Iteration 12Q: 3 clusters Score -1.267743e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -12679309.000000 Penalty: 3805.404541
	Iteration 13Q: 3 clusters Score -1.267931e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -12681431.000000 Penalty: 3805.404541
	Iteration 14Q: 3 clusters Score -1.268143e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -12683783.000000 Penalty: 3805.404541
	Iteration 15Q: 3 clusters Score -1.268378e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -12686106.000000 Penalty: 3805.404541
	Iteration 16Q: 3 clusters Score -1.268611e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -12688382.000000 Penalty: 3805.404541
	Iteration 17Q: 3 clusters Score -1.268838e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -12690394.000000 Penalty: 3805.404541
	Iteration 18Q: 3 clusters Score -1.269039e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 111960 members 
Entering Unmasked Estep 
Score: -12691965.000000 Penalty: 3805.404541
	Iteration 19Q: 3 clusters Score -1.269196e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -12693112.000000 Penalty: 3805.404541
	Iteration 20F: 3 clusters Score -1.269311e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 115302 members 
Entering Unmasked Estep 
Score: -12694006.000000 Penalty: 3805.404541
	Iteration 21Q: 3 clusters Score -1.269401e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 116442 members 
Entering Unmasked Estep 
Score: -12694644.000000 Penalty: 3805.404541
	Iteration 22Q: 3 clusters Score -1.269464e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -12695054.000000 Penalty: 3805.404541
	Iteration 23Q: 3 clusters Score -1.269505e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 118048 members 
Entering Unmasked Estep 
Score: -12695428.000000 Penalty: 3805.404541
	Iteration 24Q: 3 clusters Score -1.269543e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -12695655.000000 Penalty: 3805.404541
	Iteration 25Q: 3 clusters Score -1.269566e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -12695856.000000 Penalty: 3805.404541
	Iteration 26Q: 3 clusters Score -1.269586e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 119433 members 
Entering Unmasked Estep 
Score: -12696055.000000 Penalty: 3805.404541
	Iteration 27Q: 3 clusters Score -1.269606e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 119739 members 
Entering Unmasked Estep 
Score: -12696190.000000 Penalty: 3805.404541
	Iteration 28Q: 3 clusters Score -1.269619e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 119963 members 
Entering Unmasked Estep 
Score: -12696277.000000 Penalty: 3805.404541
	Iteration 29Q: 3 clusters Score -1.269628e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -12696320.000000 Penalty: 3805.404541
	Iteration 30Q: 3 clusters Score -1.269632e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -12696381.000000 Penalty: 3805.404541
	Iteration 31Q: 3 clusters Score -1.269638e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 120352 members 
Entering Unmasked Estep 
Score: -12696423.000000 Penalty: 3805.404541
	Iteration 32Q: 3 clusters Score -1.269642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -12696435.000000 Penalty: 3805.404541
	Iteration 33Q: 3 clusters Score -1.269644e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -12696464.000000 Penalty: 3805.404541
	Iteration 34Q: 3 clusters Score -1.269646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -12696476.000000 Penalty: 3805.404541
	Iteration 35Q: 3 clusters Score -1.269648e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -12696495.000000 Penalty: 3805.404541
	Iteration 36Q: 3 clusters Score -1.26965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -12696516.000000 Penalty: 3805.404541
	Iteration 37Q: 3 clusters Score -1.269652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -12696531.000000 Penalty: 3805.404541
	Iteration 38Q: 3 clusters Score -1.269653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -12696547.000000 Penalty: 3805.404541
	Iteration 39Q: 3 clusters Score -1.269655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -12696547.000000 Penalty: 3805.404541
	Iteration 40F: 3 clusters Score -1.269655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -12696556.000000 Penalty: 3805.404541
	Iteration 41Q: 3 clusters Score -1.269656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 120782 members 
Entering Unmasked Estep 
Score: -12696566.000000 Penalty: 3805.404541
	Iteration 42Q: 3 clusters Score -1.269657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -12696560.000000 Penalty: 3805.404541
	Iteration 43Q: 3 clusters Score -1.269656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 120811 members 
Entering Unmasked Estep 
Score: -12696570.000000 Penalty: 3805.404541
	Iteration 44Q: 3 clusters Score -1.269657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 120825 members 
Entering Unmasked Estep 
Score: -12696579.000000 Penalty: 3805.404541
	Iteration 45Q: 3 clusters Score -1.269658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -12696567.000000 Penalty: 3805.404541
	Iteration 46Q: 3 clusters Score -1.269657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 120853 members 
Entering Unmasked Estep 
Score: -12696560.000000 Penalty: 3805.404541
	Iteration 47Q: 3 clusters Score -1.269656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 120865 members 
Entering Unmasked Estep 
Score: -12696558.000000 Penalty: 3805.404541
	Iteration 48Q: 3 clusters Score -1.269656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 120874 members 
Entering Unmasked Estep 
Score: -12696575.000000 Penalty: 3805.404541
	Iteration 49Q: 3 clusters Score -1.269658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 120881 members 
Entering Unmasked Estep 
Score: -12696556.000000 Penalty: 3805.404541
	Iteration 50Q: 3 clusters Score -1.269656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 120884 members 
Entering Unmasked Estep 
Score: -12696563.000000 Penalty: 3805.404541
	Iteration 51Q: 3 clusters Score -1.269656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -12696569.000000 Penalty: 3805.404541
	Iteration 52Q: 3 clusters Score -1.269657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -12696563.000000 Penalty: 3805.404541
	Iteration 53Q: 3 clusters Score -1.269656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 120893 members 
Entering Unmasked Estep 
Score: -12696566.000000 Penalty: 3805.404541
	Iteration 54Q: 3 clusters Score -1.269657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 120897 members 
Entering Unmasked Estep 
Score: -12696570.000000 Penalty: 3805.404541
	Iteration 55Q: 3 clusters Score -1.269657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -12696571.000000 Penalty: 3805.404541
	Iteration 56Q: 3 clusters Score -1.269657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -12696571.000000 Penalty: 3805.404541
	Iteration 57F: 3 clusters Score -1.269657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -305112.125000 Penalty: 1308.653320
	Iteration 0F: 2 clusters Score -305112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -302308.562500 Penalty: 2617.306641
	Iteration 0F: 3 clusters Score -302308.6 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -303028.000000 Penalty: 2617.306641
	Iteration 1F: 3 clusters Score -303028 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -303201.593750 Penalty: 2617.306641
	Iteration 2F: 3 clusters Score -303201.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -303324.031250 Penalty: 2617.306641
	Iteration 3F: 3 clusters Score -303324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -303400.187500 Penalty: 2617.306641
	Iteration 4Q: 3 clusters Score -303400.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -303475.500000 Penalty: 2617.306641
	Iteration 5Q: 3 clusters Score -303475.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -303588.125000 Penalty: 2617.306641
	Iteration 6Q: 3 clusters Score -303588.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -303759.718750 Penalty: 2617.306641
	Iteration 7F: 3 clusters Score -303759.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -303945.375000 Penalty: 2617.306641
	Iteration 8F: 3 clusters Score -303945.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -304077.875000 Penalty: 2617.306641
	Iteration 9Q: 3 clusters Score -304077.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -304173.718750 Penalty: 2617.306641
	Iteration 10Q: 3 clusters Score -304173.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -304243.562500 Penalty: 2617.306641
	Iteration 11Q: 3 clusters Score -304243.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -304312.531250 Penalty: 2617.306641
	Iteration 12Q: 3 clusters Score -304312.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -304378.156250 Penalty: 2617.306641
	Iteration 13Q: 3 clusters Score -304378.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -304425.312500 Penalty: 2617.306641
	Iteration 14Q: 3 clusters Score -304425.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -304453.406250 Penalty: 2617.306641
	Iteration 15Q: 3 clusters Score -304453.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -304474.937500 Penalty: 2617.306641
	Iteration 16Q: 3 clusters Score -304474.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -304501.187500 Penalty: 2617.306641
	Iteration 17Q: 3 clusters Score -304501.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -304521.687500 Penalty: 2617.306641
	Iteration 18Q: 3 clusters Score -304521.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -304536.156250 Penalty: 2617.306641
	Iteration 19Q: 3 clusters Score -304536.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -304546.906250 Penalty: 2617.306641
	Iteration 20F: 3 clusters Score -304546.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -304554.875000 Penalty: 2617.306641
	Iteration 21Q: 3 clusters Score -304554.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -304563.375000 Penalty: 2617.306641
	Iteration 22Q: 3 clusters Score -304563.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -304571.125000 Penalty: 2617.306641
	Iteration 23Q: 3 clusters Score -304571.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -304580.500000 Penalty: 2617.306641
	Iteration 24Q: 3 clusters Score -304580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -304585.750000 Penalty: 2617.306641
	Iteration 25Q: 3 clusters Score -304585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -304589.531250 Penalty: 2617.306641
	Iteration 26Q: 3 clusters Score -304589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -304592.187500 Penalty: 2617.306641
	Iteration 27Q: 3 clusters Score -304592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -304594.000000 Penalty: 2617.306641
	Iteration 28Q: 3 clusters Score -304594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -304596.968750 Penalty: 2617.306641
	Iteration 29Q: 3 clusters Score -304597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -304599.375000 Penalty: 2617.306641
	Iteration 30Q: 3 clusters Score -304599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -304602.187500 Penalty: 2617.306641
	Iteration 31Q: 3 clusters Score -304602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -304604.656250 Penalty: 2617.306641
	Iteration 32Q: 3 clusters Score -304604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -304607.062500 Penalty: 2617.306641
	Iteration 33Q: 3 clusters Score -304607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -304611.468750 Penalty: 2617.306641
	Iteration 34Q: 3 clusters Score -304611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -304620.937500 Penalty: 2617.306641
	Iteration 35Q: 3 clusters Score -304620.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -304629.500000 Penalty: 2617.306641
	Iteration 36Q: 3 clusters Score -304629.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -304639.187500 Penalty: 2617.306641
	Iteration 37Q: 3 clusters Score -304639.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -304651.468750 Penalty: 2617.306641
	Iteration 38Q: 3 clusters Score -304651.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -304660.812500 Penalty: 2617.306641
	Iteration 39Q: 3 clusters Score -304660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -304670.406250 Penalty: 2617.306641
	Iteration 40F: 3 clusters Score -304670.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -304682.406250 Penalty: 2617.306641
	Iteration 41Q: 3 clusters Score -304682.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -304701.250000 Penalty: 2617.306641
	Iteration 42Q: 3 clusters Score -304701.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -304716.750000 Penalty: 2617.306641
	Iteration 43Q: 3 clusters Score -304716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -304727.250000 Penalty: 2617.306641
	Iteration 44Q: 3 clusters Score -304727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -304739.906250 Penalty: 2617.306641
	Iteration 45Q: 3 clusters Score -304739.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -304760.812500 Penalty: 2617.306641
	Iteration 46Q: 3 clusters Score -304760.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -304779.468750 Penalty: 2617.306641
	Iteration 47Q: 3 clusters Score -304779.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -304795.093750 Penalty: 2617.306641
	Iteration 48Q: 3 clusters Score -304795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -304802.250000 Penalty: 2617.306641
	Iteration 49Q: 3 clusters Score -304802.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -304809.875000 Penalty: 2617.306641
	Iteration 50Q: 3 clusters Score -304809.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -304819.156250 Penalty: 2617.306641
	Iteration 51Q: 3 clusters Score -304819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -304827.750000 Penalty: 2617.306641
	Iteration 52Q: 3 clusters Score -304827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -304835.000000 Penalty: 2617.306641
	Iteration 53Q: 3 clusters Score -304835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -304840.812500 Penalty: 2617.306641
	Iteration 54Q: 3 clusters Score -304840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -304844.312500 Penalty: 2617.306641
	Iteration 55Q: 3 clusters Score -304844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -304848.187500 Penalty: 2617.306641
	Iteration 56Q: 3 clusters Score -304848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -304852.406250 Penalty: 2617.306641
	Iteration 57Q: 3 clusters Score -304852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -304856.156250 Penalty: 2617.306641
	Iteration 58Q: 3 clusters Score -304856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -304861.531250 Penalty: 2617.306641
	Iteration 59Q: 3 clusters Score -304861.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -304864.437500 Penalty: 2617.306641
	Iteration 60F: 3 clusters Score -304864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -304869.406250 Penalty: 2617.306641
	Iteration 61Q: 3 clusters Score -304869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -304872.968750 Penalty: 2617.306641
	Iteration 62Q: 3 clusters Score -304873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -304874.343750 Penalty: 2617.306641
	Iteration 63Q: 3 clusters Score -304874.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -304876.531250 Penalty: 2617.306641
	Iteration 64Q: 3 clusters Score -304876.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -304879.281250 Penalty: 2617.306641
	Iteration 65Q: 3 clusters Score -304879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -304880.625000 Penalty: 2617.306641
	Iteration 66Q: 3 clusters Score -304880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -304880.718750 Penalty: 2617.306641
	Iteration 67Q: 3 clusters Score -304880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -304880.718750 Penalty: 2617.306641
	Iteration 68F: 3 clusters Score -304880.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -503329.656250 Penalty: 1386.783081
	Iteration 0F: 2 clusters Score -503329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -499346.156250 Penalty: 2773.566162
	Iteration 0F: 3 clusters Score -499346.2 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -500579.843750 Penalty: 2773.566162
	Iteration 1F: 3 clusters Score -500579.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -500799.250000 Penalty: 2773.566162
	Iteration 2F: 3 clusters Score -500799.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -500927.968750 Penalty: 2773.566162
	Iteration 3F: 3 clusters Score -500928 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -501028.968750 Penalty: 2773.566162
	Iteration 4Q: 3 clusters Score -501029 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -501119.468750 Penalty: 2773.566162
	Iteration 5Q: 3 clusters Score -501119.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -501208.093750 Penalty: 2773.566162
	Iteration 6Q: 3 clusters Score -501208.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -501309.375000 Penalty: 2773.566162
	Iteration 7Q: 3 clusters Score -501309.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -501416.375000 Penalty: 2773.566162
	Iteration 8Q: 3 clusters Score -501416.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -501536.750000 Penalty: 2773.566162
	Iteration 9Q: 3 clusters Score -501536.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -501651.468750 Penalty: 2773.566162
	Iteration 10Q: 3 clusters Score -501651.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -501779.375000 Penalty: 2773.566162
	Iteration 11Q: 3 clusters Score -501779.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -501914.375000 Penalty: 2773.566162
	Iteration 12Q: 3 clusters Score -501914.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -502041.468750 Penalty: 2773.566162
	Iteration 13Q: 3 clusters Score -502041.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -502124.906250 Penalty: 2773.566162
	Iteration 14Q: 3 clusters Score -502124.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -502176.593750 Penalty: 2773.566162
	Iteration 15Q: 3 clusters Score -502176.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -502214.312500 Penalty: 2773.566162
	Iteration 16Q: 3 clusters Score -502214.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -502236.781250 Penalty: 2773.566162
	Iteration 17Q: 3 clusters Score -502236.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -502244.906250 Penalty: 2773.566162
	Iteration 18Q: 3 clusters Score -502244.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -502251.750000 Penalty: 2773.566162
	Iteration 19Q: 3 clusters Score -502251.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -502258.281250 Penalty: 2773.566162
	Iteration 20F: 3 clusters Score -502258.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -502268.593750 Penalty: 2773.566162
	Iteration 21Q: 3 clusters Score -502268.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -502274.375000 Penalty: 2773.566162
	Iteration 22Q: 3 clusters Score -502274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -502280.031250 Penalty: 2773.566162
	Iteration 23Q: 3 clusters Score -502280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -502286.656250 Penalty: 2773.566162
	Iteration 24Q: 3 clusters Score -502286.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -502293.718750 Penalty: 2773.566162
	Iteration 25Q: 3 clusters Score -502293.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -502295.187500 Penalty: 2773.566162
	Iteration 26Q: 3 clusters Score -502295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -502296.187500 Penalty: 2773.566162
	Iteration 27Q: 3 clusters Score -502296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -502297.937500 Penalty: 2773.566162
	Iteration 28Q: 3 clusters Score -502297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -502299.500000 Penalty: 2773.566162
	Iteration 29Q: 3 clusters Score -502299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -502300.656250 Penalty: 2773.566162
	Iteration 30Q: 3 clusters Score -502300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -502301.218750 Penalty: 2773.566162
	Iteration 31Q: 3 clusters Score -502301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -502303.750000 Penalty: 2773.566162
	Iteration 32Q: 3 clusters Score -502303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -502304.750000 Penalty: 2773.566162
	Iteration 33Q: 3 clusters Score -502304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -502306.812500 Penalty: 2773.566162
	Iteration 34Q: 3 clusters Score -502306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -502309.562500 Penalty: 2773.566162
	Iteration 35Q: 3 clusters Score -502309.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -502310.875000 Penalty: 2773.566162
	Iteration 36Q: 3 clusters Score -502310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502312.531250 Penalty: 2773.566162
	Iteration 37Q: 3 clusters Score -502312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -502313.031250 Penalty: 2773.566162
	Iteration 38Q: 3 clusters Score -502313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -502313.250000 Penalty: 2773.566162
	Iteration 39Q: 3 clusters Score -502313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -502313.250000 Penalty: 2773.566162
	Iteration 40F: 3 clusters Score -502313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -127541.265625 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -127541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -125799.632812 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -125799.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -126352.210938 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -126352.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -126596.546875 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -126596.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -126734.171875 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -126734.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -126897.203125 Penalty: 2387.663086
	Iteration 4F: 3 clusters Score -126897.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -127053.164062 Penalty: 2387.663086
	Iteration 5F: 3 clusters Score -127053.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -127223.601562 Penalty: 2387.663086
	Iteration 6F: 3 clusters Score -127223.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -127321.765625 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -127321.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127421.703125 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -127421.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -127475.617188 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -127475.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -127516.937500 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -127516.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -127572.726562 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -127572.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -127657.718750 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -127657.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -127788.656250 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -127788.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -127833.812500 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -127833.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127868.507812 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -127868.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -127877.054688 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -127877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -127879.539062 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -127879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -127879.671875 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -127879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -127879.671875 Penalty: 2387.663086
	Iteration 19F: 3 clusters Score -127879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 109506 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 600 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 951 members 
Entering Unmasked Estep 
Score: -154052704.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154053584.000000 to -154052704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (63211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Entering Unmasked Estep 
Score: -6697361.000000 Penalty: 1796.312988
	Iteration 0F: 2 clusters Score -6697361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -6655107.500000 Penalty: 3592.625977
	Iteration 0F: 3 clusters Score -6655108 nChanged 29906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6672118.000000 Penalty: 3592.625977
	Iteration 1F: 3 clusters Score -6672118 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6672753.500000 Penalty: 3592.625977
	Iteration 2Q: 3 clusters Score -6672754 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -6673618.000000 Penalty: 3592.625977
	Iteration 3Q: 3 clusters Score -6673618 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6674654.500000 Penalty: 3592.625977
	Iteration 4Q: 3 clusters Score -6674654 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6676004.500000 Penalty: 3592.625977
	Iteration 5Q: 3 clusters Score -6676004 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -6678020.000000 Penalty: 3592.625977
	Iteration 6F: 3 clusters Score -6678020 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -6680564.500000 Penalty: 3592.625977
	Iteration 7F: 3 clusters Score -6680564 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -6683509.000000 Penalty: 3592.625977
	Iteration 8F: 3 clusters Score -6683509 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6686245.500000 Penalty: 3592.625977
	Iteration 9F: 3 clusters Score -6686246 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6688271.500000 Penalty: 3592.625977
	Iteration 10Q: 3 clusters Score -6688272 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -6689711.000000 Penalty: 3592.625977
	Iteration 11Q: 3 clusters Score -6689711 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -6690783.000000 Penalty: 3592.625977
	Iteration 12Q: 3 clusters Score -6690783 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -6691560.000000 Penalty: 3592.625977
	Iteration 13Q: 3 clusters Score -6691560 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -6692324.000000 Penalty: 3592.625977
	Iteration 14Q: 3 clusters Score -6692324 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -6693012.500000 Penalty: 3592.625977
	Iteration 15Q: 3 clusters Score -6693012 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -6693650.000000 Penalty: 3592.625977
	Iteration 16Q: 3 clusters Score -6693650 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -6694188.500000 Penalty: 3592.625977
	Iteration 17Q: 3 clusters Score -6694188 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -6694597.500000 Penalty: 3592.625977
	Iteration 18Q: 3 clusters Score -6694598 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -6694962.000000 Penalty: 3592.625977
	Iteration 19Q: 3 clusters Score -6694962 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -6695220.000000 Penalty: 3592.625977
	Iteration 20F: 3 clusters Score -6695220 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -6695418.500000 Penalty: 3592.625977
	Iteration 21Q: 3 clusters Score -6695418 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -6695568.000000 Penalty: 3592.625977
	Iteration 22Q: 3 clusters Score -6695568 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -6695713.000000 Penalty: 3592.625977
	Iteration 23Q: 3 clusters Score -6695713 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -6695793.000000 Penalty: 3592.625977
	Iteration 24Q: 3 clusters Score -6695793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -6695809.500000 Penalty: 3592.625977
	Iteration 25Q: 3 clusters Score -6695810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -6695840.000000 Penalty: 3592.625977
	Iteration 26Q: 3 clusters Score -6695840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -6695880.000000 Penalty: 3592.625977
	Iteration 27Q: 3 clusters Score -6695880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -6695910.000000 Penalty: 3592.625977
	Iteration 28Q: 3 clusters Score -6695910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -6695929.000000 Penalty: 3592.625977
	Iteration 29Q: 3 clusters Score -6695929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -6695949.500000 Penalty: 3592.625977
	Iteration 30Q: 3 clusters Score -6695950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -6695965.500000 Penalty: 3592.625977
	Iteration 31Q: 3 clusters Score -6695966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -6695970.000000 Penalty: 3592.625977
	Iteration 32Q: 3 clusters Score -6695970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -6695993.500000 Penalty: 3592.625977
	Iteration 33Q: 3 clusters Score -6695994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -6695987.500000 Penalty: 3592.625977
	Iteration 34Q: 3 clusters Score -6695988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -6695983.500000 Penalty: 3592.625977
	Iteration 35Q: 3 clusters Score -6695984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -6695991.500000 Penalty: 3592.625977
	Iteration 36Q: 3 clusters Score -6695992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -6695998.500000 Penalty: 3592.625977
	Iteration 37Q: 3 clusters Score -6695998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -6696000.000000 Penalty: 3592.625977
	Iteration 38Q: 3 clusters Score -6696000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -6696004.500000 Penalty: 3592.625977
	Iteration 39Q: 3 clusters Score -6696004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -6696008.000000 Penalty: 3592.625977
	Iteration 40F: 3 clusters Score -6696008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -6696006.000000 Penalty: 3592.625977
	Iteration 41Q: 3 clusters Score -6696006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -6696010.500000 Penalty: 3592.625977
	Iteration 42Q: 3 clusters Score -6696010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -6696009.000000 Penalty: 3592.625977
	Iteration 43Q: 3 clusters Score -6696009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -6696009.000000 Penalty: 3592.625977
	Iteration 44Q: 3 clusters Score -6696009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -6696004.500000 Penalty: 3592.625977
	Iteration 45Q: 3 clusters Score -6696004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -6696010.000000 Penalty: 3592.625977
	Iteration 46Q: 3 clusters Score -6696010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -6696014.500000 Penalty: 3592.625977
	Iteration 47Q: 3 clusters Score -6696014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -6696013.500000 Penalty: 3592.625977
	Iteration 48Q: 3 clusters Score -6696014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -6696009.000000 Penalty: 3592.625977
	Iteration 49Q: 3 clusters Score -6696009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -6696019.500000 Penalty: 3592.625977
	Iteration 50Q: 3 clusters Score -6696020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -6696022.500000 Penalty: 3592.625977
	Iteration 51Q: 3 clusters Score -6696022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -6696023.500000 Penalty: 3592.625977
	Iteration 52Q: 3 clusters Score -6696024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -6696031.000000 Penalty: 3592.625977
	Iteration 53Q: 3 clusters Score -6696031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -6696030.500000 Penalty: 3592.625977
	Iteration 54Q: 3 clusters Score -6696030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -6696027.000000 Penalty: 3592.625977
	Iteration 55Q: 3 clusters Score -6696027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -6696030.000000 Penalty: 3592.625977
	Iteration 56Q: 3 clusters Score -6696030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -6696026.500000 Penalty: 3592.625977
	Iteration 57Q: 3 clusters Score -6696026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -6696029.500000 Penalty: 3592.625977
	Iteration 58Q: 3 clusters Score -6696030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -6696029.500000 Penalty: 3592.625977
	Iteration 59Q: 3 clusters Score -6696030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -6696029.500000 Penalty: 3592.625977
	Iteration 60F: 3 clusters Score -6696030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -472982.937500 Penalty: 1391.072144
	Iteration 0F: 2 clusters Score -472982.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -468909.125000 Penalty: 2782.144287
	Iteration 0F: 3 clusters Score -468909.1 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -470326.968750 Penalty: 2782.144287
	Iteration 1F: 3 clusters Score -470327 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -470750.000000 Penalty: 2782.144287
	Iteration 2F: 3 clusters Score -470750 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -471150.468750 Penalty: 2782.144287
	Iteration 3F: 3 clusters Score -471150.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -471457.000000 Penalty: 2782.144287
	Iteration 4F: 3 clusters Score -471457 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -471706.812500 Penalty: 2782.144287
	Iteration 5F: 3 clusters Score -471706.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -471899.843750 Penalty: 2782.144287
	Iteration 6Q: 3 clusters Score -471899.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -472098.687500 Penalty: 2782.144287
	Iteration 7Q: 3 clusters Score -472098.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -472257.375000 Penalty: 2782.144287
	Iteration 8Q: 3 clusters Score -472257.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -472393.812500 Penalty: 2782.144287
	Iteration 9Q: 3 clusters Score -472393.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -472540.687500 Penalty: 2782.144287
	Iteration 10Q: 3 clusters Score -472540.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -472651.000000 Penalty: 2782.144287
	Iteration 11Q: 3 clusters Score -472651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -472724.531250 Penalty: 2782.144287
	Iteration 12Q: 3 clusters Score -472724.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -472816.468750 Penalty: 2782.144287
	Iteration 13Q: 3 clusters Score -472816.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -472903.718750 Penalty: 2782.144287
	Iteration 14Q: 3 clusters Score -472903.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -472966.875000 Penalty: 2782.144287
	Iteration 15Q: 3 clusters Score -472966.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -473014.843750 Penalty: 2782.144287
	Iteration 16Q: 3 clusters Score -473014.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -473047.625000 Penalty: 2782.144287
	Iteration 17Q: 3 clusters Score -473047.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -473066.281250 Penalty: 2782.144287
	Iteration 18Q: 3 clusters Score -473066.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -473078.000000 Penalty: 2782.144287
	Iteration 19Q: 3 clusters Score -473078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -473085.031250 Penalty: 2782.144287
	Iteration 20F: 3 clusters Score -473085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -473089.875000 Penalty: 2782.144287
	Iteration 21Q: 3 clusters Score -473089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -473093.375000 Penalty: 2782.144287
	Iteration 22Q: 3 clusters Score -473093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -473098.218750 Penalty: 2782.144287
	Iteration 23Q: 3 clusters Score -473098.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -473101.093750 Penalty: 2782.144287
	Iteration 24Q: 3 clusters Score -473101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -473102.562500 Penalty: 2782.144287
	Iteration 25Q: 3 clusters Score -473102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -473103.125000 Penalty: 2782.144287
	Iteration 26Q: 3 clusters Score -473103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -473105.375000 Penalty: 2782.144287
	Iteration 27Q: 3 clusters Score -473105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -473106.562500 Penalty: 2782.144287
	Iteration 28Q: 3 clusters Score -473106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -473107.656250 Penalty: 2782.144287
	Iteration 29Q: 3 clusters Score -473107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -473108.312500 Penalty: 2782.144287
	Iteration 30Q: 3 clusters Score -473108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -473108.656250 Penalty: 2782.144287
	Iteration 31Q: 3 clusters Score -473108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -473109.000000 Penalty: 2782.144287
	Iteration 32Q: 3 clusters Score -473109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -473108.937500 Penalty: 2782.144287
	Iteration 33Q: 3 clusters Score -473108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -473109.187500 Penalty: 2782.144287
	Iteration 34Q: 3 clusters Score -473109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -473109.187500 Penalty: 2782.144287
	Iteration 35F: 3 clusters Score -473109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 109506 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 2525 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 2696 members 
Entering Unmasked Estep 
Score: -154052816.000000 Penalty: 106475.343750
Splitting cluster 41 changes total score from -154053584.000000 to -154052816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -172864.203125 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -172864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -170921.234375 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -170921.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -171372.343750 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -171372.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171539.187500 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -171539.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -171636.953125 Penalty: 2429.300781
	Iteration 3F: 3 clusters Score -171637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171705.906250 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -171705.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -171746.968750 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -171747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171773.843750 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -171773.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -171790.296875 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -171790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -171802.984375 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -171803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -171818.281250 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -171818.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -171831.140625 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -171831.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171847.484375 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -171847.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -171861.453125 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -171861.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -171875.718750 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -171875.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -171881.031250 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -171881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -171887.093750 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -171887.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171898.781250 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -171898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -171908.203125 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -171908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171915.609375 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -171915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -171926.812500 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -171926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -171933.718750 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -171933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -171939.140625 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -171939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -171941.359375 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -171941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -171944.359375 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -171944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171948.406250 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -171948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -171956.937500 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -171956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -171970.375000 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -171970.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -171983.703125 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -171983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -171988.921875 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -171988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -171992.593750 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -171992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -171997.546875 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -171997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -171998.281250 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -171998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -171999.375000 Penalty: 2429.300781
	Iteration 32Q: 3 clusters Score -171999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -171999.484375 Penalty: 2429.300781
	Iteration 33Q: 3 clusters Score -171999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -171999.968750 Penalty: 2429.300781
	Iteration 34Q: 3 clusters Score -172000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -172002.031250 Penalty: 2429.300781
	Iteration 35Q: 3 clusters Score -172002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -172005.562500 Penalty: 2429.300781
	Iteration 36Q: 3 clusters Score -172005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -172010.406250 Penalty: 2429.300781
	Iteration 37Q: 3 clusters Score -172010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -172015.312500 Penalty: 2429.300781
	Iteration 38Q: 3 clusters Score -172015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -172016.671875 Penalty: 2429.300781
	Iteration 39Q: 3 clusters Score -172016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -172017.343750 Penalty: 2429.300781
	Iteration 40F: 3 clusters Score -172017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -227595.390625 Penalty: 1275.768433
	Iteration 0F: 2 clusters Score -227595.4 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 1270 members 
Entering Unmasked Estep 
Score: -225216.062500 Penalty: 2551.536865
	Iteration 0F: 3 clusters Score -225216.1 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -226088.140625 Penalty: 2551.536865
	Iteration 1F: 3 clusters Score -226088.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -226414.390625 Penalty: 2551.536865
	Iteration 2F: 3 clusters Score -226414.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -226607.156250 Penalty: 2551.536865
	Iteration 3F: 3 clusters Score -226607.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226740.968750 Penalty: 2551.536865
	Iteration 4F: 3 clusters Score -226741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -226844.562500 Penalty: 2551.536865
	Iteration 5Q: 3 clusters Score -226844.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226936.640625 Penalty: 2551.536865
	Iteration 6Q: 3 clusters Score -226936.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -227023.187500 Penalty: 2551.536865
	Iteration 7Q: 3 clusters Score -227023.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -227099.703125 Penalty: 2551.536865
	Iteration 8Q: 3 clusters Score -227099.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -227154.046875 Penalty: 2551.536865
	Iteration 9Q: 3 clusters Score -227154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -227216.328125 Penalty: 2551.536865
	Iteration 10Q: 3 clusters Score -227216.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -227266.140625 Penalty: 2551.536865
	Iteration 11Q: 3 clusters Score -227266.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -227294.375000 Penalty: 2551.536865
	Iteration 12Q: 3 clusters Score -227294.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -227319.046875 Penalty: 2551.536865
	Iteration 13Q: 3 clusters Score -227319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -227345.421875 Penalty: 2551.536865
	Iteration 14Q: 3 clusters Score -227345.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -227363.484375 Penalty: 2551.536865
	Iteration 15Q: 3 clusters Score -227363.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -227381.718750 Penalty: 2551.536865
	Iteration 16Q: 3 clusters Score -227381.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -227394.375000 Penalty: 2551.536865
	Iteration 17Q: 3 clusters Score -227394.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -227404.140625 Penalty: 2551.536865
	Iteration 18Q: 3 clusters Score -227404.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -227417.171875 Penalty: 2551.536865
	Iteration 19Q: 3 clusters Score -227417.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -227430.421875 Penalty: 2551.536865
	Iteration 20F: 3 clusters Score -227430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -227446.296875 Penalty: 2551.536865
	Iteration 21Q: 3 clusters Score -227446.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -227458.171875 Penalty: 2551.536865
	Iteration 22Q: 3 clusters Score -227458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -227482.109375 Penalty: 2551.536865
	Iteration 23Q: 3 clusters Score -227482.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -227498.453125 Penalty: 2551.536865
	Iteration 24Q: 3 clusters Score -227498.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -227506.140625 Penalty: 2551.536865
	Iteration 25Q: 3 clusters Score -227506.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -227509.265625 Penalty: 2551.536865
	Iteration 26Q: 3 clusters Score -227509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -227510.296875 Penalty: 2551.536865
	Iteration 27Q: 3 clusters Score -227510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -227510.937500 Penalty: 2551.536865
	Iteration 28Q: 3 clusters Score -227510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -227510.937500 Penalty: 2551.536865
	Iteration 29F: 3 clusters Score -227510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -389610.656250 Penalty: 1334.718506
	Iteration 0F: 2 clusters Score -389610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386473.843750 Penalty: 2669.437012
	Iteration 0F: 3 clusters Score -386473.8 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -387320.187500 Penalty: 2669.437012
	Iteration 1F: 3 clusters Score -387320.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -387476.593750 Penalty: 2669.437012
	Iteration 2F: 3 clusters Score -387476.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -387560.468750 Penalty: 2669.437012
	Iteration 3Q: 3 clusters Score -387560.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -387616.500000 Penalty: 2669.437012
	Iteration 4Q: 3 clusters Score -387616.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -387657.343750 Penalty: 2669.437012
	Iteration 5Q: 3 clusters Score -387657.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -387687.468750 Penalty: 2669.437012
	Iteration 6Q: 3 clusters Score -387687.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -387716.781250 Penalty: 2669.437012
	Iteration 7Q: 3 clusters Score -387716.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -387735.218750 Penalty: 2669.437012
	Iteration 8Q: 3 clusters Score -387735.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -387749.093750 Penalty: 2669.437012
	Iteration 9Q: 3 clusters Score -387749.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -387760.875000 Penalty: 2669.437012
	Iteration 10Q: 3 clusters Score -387760.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -387779.531250 Penalty: 2669.437012
	Iteration 11Q: 3 clusters Score -387779.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -387803.218750 Penalty: 2669.437012
	Iteration 12Q: 3 clusters Score -387803.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -387819.875000 Penalty: 2669.437012
	Iteration 13Q: 3 clusters Score -387819.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -387838.687500 Penalty: 2669.437012
	Iteration 14Q: 3 clusters Score -387838.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -387860.500000 Penalty: 2669.437012
	Iteration 15Q: 3 clusters Score -387860.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -387887.562500 Penalty: 2669.437012
	Iteration 16Q: 3 clusters Score -387887.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -387922.062500 Penalty: 2669.437012
	Iteration 17Q: 3 clusters Score -387922.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -387947.468750 Penalty: 2669.437012
	Iteration 18Q: 3 clusters Score -387947.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -387983.843750 Penalty: 2669.437012
	Iteration 19Q: 3 clusters Score -387983.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -388030.781250 Penalty: 2669.437012
	Iteration 20F: 3 clusters Score -388030.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -388073.468750 Penalty: 2669.437012
	Iteration 21Q: 3 clusters Score -388073.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -388103.375000 Penalty: 2669.437012
	Iteration 22Q: 3 clusters Score -388103.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -388130.500000 Penalty: 2669.437012
	Iteration 23Q: 3 clusters Score -388130.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -388150.906250 Penalty: 2669.437012
	Iteration 24Q: 3 clusters Score -388150.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -388175.468750 Penalty: 2669.437012
	Iteration 25Q: 3 clusters Score -388175.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -388198.656250 Penalty: 2669.437012
	Iteration 26Q: 3 clusters Score -388198.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -388216.312500 Penalty: 2669.437012
	Iteration 27Q: 3 clusters Score -388216.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -388239.750000 Penalty: 2669.437012
	Iteration 28Q: 3 clusters Score -388239.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -388264.906250 Penalty: 2669.437012
	Iteration 29Q: 3 clusters Score -388264.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -388281.875000 Penalty: 2669.437012
	Iteration 30Q: 3 clusters Score -388281.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -388296.687500 Penalty: 2669.437012
	Iteration 31Q: 3 clusters Score -388296.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -388316.593750 Penalty: 2669.437012
	Iteration 32Q: 3 clusters Score -388316.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -388339.437500 Penalty: 2669.437012
	Iteration 33Q: 3 clusters Score -388339.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -388362.625000 Penalty: 2669.437012
	Iteration 34Q: 3 clusters Score -388362.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -388379.562500 Penalty: 2669.437012
	Iteration 35Q: 3 clusters Score -388379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -388393.031250 Penalty: 2669.437012
	Iteration 36Q: 3 clusters Score -388393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -388400.812500 Penalty: 2669.437012
	Iteration 37Q: 3 clusters Score -388400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -388410.000000 Penalty: 2669.437012
	Iteration 38Q: 3 clusters Score -388410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -388418.968750 Penalty: 2669.437012
	Iteration 39Q: 3 clusters Score -388419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -388429.000000 Penalty: 2669.437012
	Iteration 40F: 3 clusters Score -388429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -388440.062500 Penalty: 2669.437012
	Iteration 41Q: 3 clusters Score -388440.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -388448.375000 Penalty: 2669.437012
	Iteration 42Q: 3 clusters Score -388448.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -388453.343750 Penalty: 2669.437012
	Iteration 43Q: 3 clusters Score -388453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -388455.687500 Penalty: 2669.437012
	Iteration 44Q: 3 clusters Score -388455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -388457.125000 Penalty: 2669.437012
	Iteration 45Q: 3 clusters Score -388457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -388460.687500 Penalty: 2669.437012
	Iteration 46Q: 3 clusters Score -388460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -388461.656250 Penalty: 2669.437012
	Iteration 47Q: 3 clusters Score -388461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -388465.093750 Penalty: 2669.437012
	Iteration 48Q: 3 clusters Score -388465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -388465.593750 Penalty: 2669.437012
	Iteration 49Q: 3 clusters Score -388465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -388466.500000 Penalty: 2669.437012
	Iteration 50Q: 3 clusters Score -388466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -388466.656250 Penalty: 2669.437012
	Iteration 51Q: 3 clusters Score -388466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -388468.906250 Penalty: 2669.437012
	Iteration 52Q: 3 clusters Score -388468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -388470.906250 Penalty: 2669.437012
	Iteration 53Q: 3 clusters Score -388470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -388471.312500 Penalty: 2669.437012
	Iteration 54Q: 3 clusters Score -388471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -388471.843750 Penalty: 2669.437012
	Iteration 55Q: 3 clusters Score -388471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -388473.250000 Penalty: 2669.437012
	Iteration 56Q: 3 clusters Score -388473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -388473.250000 Penalty: 2669.437012
	Iteration 57F: 3 clusters Score -388473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11013 members 
Mstep: Class 3 contains 72122 members 
Mstep: Class 4 contains 39628 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168343 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82925 members 
Mstep: Class 20 contains 188947 members 
Mstep: Class 21 contains 109506 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31939 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156691 members 
Mstep: Class 31 contains 9815 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96178 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121654 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63211 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054160.000000 Penalty: 104160.664062
Iteration 199Q: 46 clusters Score -1.540542e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 72121 members 
Mstep: Class 4 contains 39629 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50740 members 
Mstep: Class 8 contains 168298 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30384 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10978 members 
Mstep: Class 15 contains 32900 members 
Mstep: Class 16 contains 16902 members 
Mstep: Class 17 contains 20326 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82916 members 
Mstep: Class 20 contains 188689 members 
Mstep: Class 21 contains 109043 members 
Mstep: Class 22 contains 11595 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31932 members 
Mstep: Class 25 contains 15406 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 15535 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156646 members 
Mstep: Class 31 contains 9946 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96157 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121596 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 63949 members 
Mstep: Class 41 contains 5223 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3692 members 
Mstep: Class 45 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055008.000000 Penalty: 104160.664062
Iteration 200F: 46 clusters Score -1.54055e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 72120 members 
Mstep: Class 4 contains 39626 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 7760 members 
Mstep: Class 7 contains 50743 members 
Mstep: Class 8 contains 168268 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30372 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 32905 members 
Mstep: Class 16 contains 16902 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82923 members 
Mstep: Class 20 contains 188506 members 
Mstep: Class 21 contains 108622 members 
Mstep: Class 22 contains 11594 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31930 members 
Mstep: Class 25 contains 15405 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3484 members 
Mstep: Class 28 contains 15535 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156615 members 
Mstep: Class 31 contains 9812 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 96132 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121582 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1550 members 
Mstep: Class 40 contains 64221 members 
Mstep: Class 41 contains 5212 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3672 members 
Mstep: Class 45 contains 6332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055408.000000 Penalty: 104160.664062
Iteration 201Q: 46 clusters Score -1.540554e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11081 members 
Mstep: Class 3 contains 72129 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 5820 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50745 members 
Mstep: Class 8 contains 168261 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30359 members 
Mstep: Class 12 contains 37836 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 32921 members 
Mstep: Class 16 contains 16902 members 
Mstep: Class 17 contains 20321 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82931 members 
Mstep: Class 20 contains 188326 members 
Mstep: Class 21 contains 108273 members 
Mstep: Class 22 contains 11593 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31927 members 
Mstep: Class 25 contains 15402 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3483 members 
Mstep: Class 28 contains 15536 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156598 members 
Mstep: Class 31 contains 9763 members 
Mstep: Class 32 contains 6059 members 
Mstep: Class 33 contains 96125 members 
Mstep: Class 34 contains 11268 members 
Mstep: Class 35 contains 29201 members 
Mstep: Class 36 contains 121583 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 64481 members 
Mstep: Class 41 contains 5212 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3659 members 
Mstep: Class 45 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055456.000000 Penalty: 104160.664062
Iteration 202Q: 46 clusters Score -1.540555e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 72137 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50751 members 
Mstep: Class 8 contains 168270 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30329 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10985 members 
Mstep: Class 15 contains 32926 members 
Mstep: Class 16 contains 16902 members 
Mstep: Class 17 contains 20316 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82936 members 
Mstep: Class 20 contains 188184 members 
Mstep: Class 21 contains 107970 members 
Mstep: Class 22 contains 11592 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31929 members 
Mstep: Class 25 contains 15402 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3482 members 
Mstep: Class 28 contains 15537 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156585 members 
Mstep: Class 31 contains 9719 members 
Mstep: Class 32 contains 6059 members 
Mstep: Class 33 contains 96121 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29202 members 
Mstep: Class 36 contains 121587 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 64706 members 
Mstep: Class 41 contains 5217 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3660 members 
Mstep: Class 45 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055584.000000 Penalty: 104160.664062
Iteration 203Q: 46 clusters Score -1.540556e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 72137 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50752 members 
Mstep: Class 8 contains 168266 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30294 members 
Mstep: Class 12 contains 37834 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 32926 members 
Mstep: Class 16 contains 16903 members 
Mstep: Class 17 contains 20312 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82957 members 
Mstep: Class 20 contains 188064 members 
Mstep: Class 21 contains 107704 members 
Mstep: Class 22 contains 11592 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31930 members 
Mstep: Class 25 contains 15400 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3480 members 
Mstep: Class 28 contains 15537 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156570 members 
Mstep: Class 31 contains 9689 members 
Mstep: Class 32 contains 6060 members 
Mstep: Class 33 contains 96129 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 121597 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 64880 members 
Mstep: Class 41 contains 5222 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3657 members 
Mstep: Class 45 contains 7233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055504.000000 Penalty: 104160.664062
Iteration 204Q: 46 clusters Score -1.540555e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 39626 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50752 members 
Mstep: Class 8 contains 168262 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30264 members 
Mstep: Class 12 contains 37830 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 32928 members 
Mstep: Class 16 contains 16901 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82965 members 
Mstep: Class 20 contains 187961 members 
Mstep: Class 21 contains 107489 members 
Mstep: Class 22 contains 11591 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31932 members 
Mstep: Class 25 contains 15401 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 15537 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156564 members 
Mstep: Class 31 contains 9664 members 
Mstep: Class 32 contains 6064 members 
Mstep: Class 33 contains 96124 members 
Mstep: Class 34 contains 11269 members 
Mstep: Class 35 contains 29203 members 
Mstep: Class 36 contains 121636 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 65004 members 
Mstep: Class 41 contains 5225 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3655 members 
Mstep: Class 45 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055504.000000 Penalty: 104160.664062
Iteration 205Q: 46 clusters Score -1.540555e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 3 contains 72153 members 
Mstep: Class 4 contains 39627 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50754 members 
Mstep: Class 8 contains 168262 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30241 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10987 members 
Mstep: Class 15 contains 32928 members 
Mstep: Class 16 contains 16899 members 
Mstep: Class 17 contains 20308 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82977 members 
Mstep: Class 20 contains 187868 members 
Mstep: Class 21 contains 107298 members 
Mstep: Class 22 contains 11588 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 31932 members 
Mstep: Class 25 contains 15396 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3471 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156565 members 
Mstep: Class 31 contains 9650 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96122 members 
Mstep: Class 34 contains 11270 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 121667 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 65103 members 
Mstep: Class 41 contains 5230 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3660 members 
Mstep: Class 45 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055440.000000 Penalty: 104160.664062
Iteration 206Q: 46 clusters Score -1.540554e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 72167 members 
Mstep: Class 4 contains 39621 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 168276 members 
Mstep: Class 9 contains 14524 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30221 members 
Mstep: Class 12 contains 37826 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 32932 members 
Mstep: Class 16 contains 16897 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82974 members 
Mstep: Class 20 contains 187800 members 
Mstep: Class 21 contains 107101 members 
Mstep: Class 22 contains 11587 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31934 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3465 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156559 members 
Mstep: Class 31 contains 9640 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 96121 members 
Mstep: Class 34 contains 11267 members 
Mstep: Class 35 contains 29205 members 
Mstep: Class 36 contains 121707 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 65193 members 
Mstep: Class 41 contains 5231 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3666 members 
Mstep: Class 45 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055488.000000 Penalty: 104160.664062
Iteration 207Q: 46 clusters Score -1.540555e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 3 contains 72182 members 
Mstep: Class 4 contains 39619 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50757 members 
Mstep: Class 8 contains 168282 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30205 members 
Mstep: Class 12 contains 37826 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 32927 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 187726 members 
Mstep: Class 21 contains 106935 members 
Mstep: Class 22 contains 11587 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31938 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3458 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156561 members 
Mstep: Class 31 contains 9631 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 96124 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121745 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65260 members 
Mstep: Class 41 contains 5234 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3666 members 
Mstep: Class 45 contains 7894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055456.000000 Penalty: 104160.664062
Iteration 208Q: 46 clusters Score -1.540555e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11084 members 
Mstep: Class 3 contains 72187 members 
Mstep: Class 4 contains 39617 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50758 members 
Mstep: Class 8 contains 168290 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30195 members 
Mstep: Class 12 contains 37827 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32926 members 
Mstep: Class 16 contains 16895 members 
Mstep: Class 17 contains 20307 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 82981 members 
Mstep: Class 20 contains 187670 members 
Mstep: Class 21 contains 106817 members 
Mstep: Class 22 contains 11584 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31942 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3446 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156565 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 96122 members 
Mstep: Class 34 contains 11266 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121773 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65320 members 
Mstep: Class 41 contains 5233 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3662 members 
Mstep: Class 45 contains 8002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055440.000000 Penalty: 104160.664062
Iteration 209Q: 46 clusters Score -1.540554e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11089 members 
Mstep: Class 3 contains 72195 members 
Mstep: Class 4 contains 39615 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50759 members 
Mstep: Class 8 contains 168297 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30174 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 32927 members 
Mstep: Class 16 contains 16895 members 
Mstep: Class 17 contains 20307 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 187628 members 
Mstep: Class 21 contains 106705 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3435 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156569 members 
Mstep: Class 31 contains 9624 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 96124 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121800 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65357 members 
Mstep: Class 41 contains 5233 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3659 members 
Mstep: Class 45 contains 8103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055264.000000 Penalty: 104160.664062
Iteration 210Q: 46 clusters Score -1.540553e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 72195 members 
Mstep: Class 4 contains 39615 members 
Mstep: Class 5 contains 5808 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50760 members 
Mstep: Class 8 contains 168307 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30144 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32925 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 187601 members 
Mstep: Class 21 contains 106588 members 
Mstep: Class 22 contains 11582 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3428 members 
Mstep: Class 28 contains 15541 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156575 members 
Mstep: Class 31 contains 9621 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96125 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121830 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65401 members 
Mstep: Class 41 contains 5234 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3658 members 
Mstep: Class 45 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055248.000000 Penalty: 104160.664062
Iteration 211Q: 46 clusters Score -1.540552e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11092 members 
Mstep: Class 3 contains 72203 members 
Mstep: Class 4 contains 39614 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50762 members 
Mstep: Class 8 contains 168310 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30123 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32927 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 187568 members 
Mstep: Class 21 contains 106491 members 
Mstep: Class 22 contains 11582 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15391 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 15541 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156579 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96129 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121850 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65438 members 
Mstep: Class 41 contains 5237 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2565 members 
Mstep: Class 44 contains 3658 members 
Mstep: Class 45 contains 8281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055344.000000 Penalty: 104160.664062
Iteration 212Q: 46 clusters Score -1.540553e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11097 members 
Mstep: Class 3 contains 72211 members 
Mstep: Class 4 contains 39611 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50761 members 
Mstep: Class 8 contains 168325 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30104 members 
Mstep: Class 12 contains 37828 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32927 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82994 members 
Mstep: Class 20 contains 187534 members 
Mstep: Class 21 contains 106390 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3416 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156582 members 
Mstep: Class 31 contains 9604 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96130 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121875 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65469 members 
Mstep: Class 41 contains 5238 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3656 members 
Mstep: Class 45 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055200.000000 Penalty: 104160.664062
Iteration 213Q: 46 clusters Score -1.540552e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11101 members 
Mstep: Class 3 contains 72216 members 
Mstep: Class 4 contains 39607 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50762 members 
Mstep: Class 8 contains 168329 members 
Mstep: Class 9 contains 14508 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30087 members 
Mstep: Class 12 contains 37833 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32924 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82992 members 
Mstep: Class 20 contains 187496 members 
Mstep: Class 21 contains 106306 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15391 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3409 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156588 members 
Mstep: Class 31 contains 9594 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96129 members 
Mstep: Class 34 contains 11264 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 121900 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65508 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3657 members 
Mstep: Class 45 contains 8444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055168.000000 Penalty: 104160.664062
Iteration 214Q: 46 clusters Score -1.540552e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 72218 members 
Mstep: Class 4 contains 39604 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50760 members 
Mstep: Class 8 contains 168330 members 
Mstep: Class 9 contains 14506 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30074 members 
Mstep: Class 12 contains 37835 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32922 members 
Mstep: Class 16 contains 16899 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 187461 members 
Mstep: Class 21 contains 106228 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15392 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3405 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156591 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96123 members 
Mstep: Class 34 contains 11265 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 121912 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65554 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3656 members 
Mstep: Class 45 contains 8524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055104.000000 Penalty: 104160.664062
Iteration 215Q: 46 clusters Score -1.540551e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 72220 members 
Mstep: Class 4 contains 39601 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50760 members 
Mstep: Class 8 contains 168325 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30065 members 
Mstep: Class 12 contains 37837 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32922 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82987 members 
Mstep: Class 20 contains 187434 members 
Mstep: Class 21 contains 106158 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156595 members 
Mstep: Class 31 contains 9573 members 
Mstep: Class 32 contains 6064 members 
Mstep: Class 33 contains 96118 members 
Mstep: Class 34 contains 11263 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 121927 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65581 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3656 members 
Mstep: Class 45 contains 8593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055152.000000 Penalty: 104160.664062
Iteration 216Q: 46 clusters Score -1.540552e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 72219 members 
Mstep: Class 4 contains 39599 members 
Mstep: Class 5 contains 5805 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50759 members 
Mstep: Class 8 contains 168322 members 
Mstep: Class 9 contains 14504 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30051 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32925 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82983 members 
Mstep: Class 20 contains 187389 members 
Mstep: Class 21 contains 106114 members 
Mstep: Class 22 contains 11578 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15395 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156601 members 
Mstep: Class 31 contains 9555 members 
Mstep: Class 32 contains 6064 members 
Mstep: Class 33 contains 96118 members 
Mstep: Class 34 contains 11262 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 121943 members 
Mstep: Class 37 contains 3145 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65598 members 
Mstep: Class 41 contains 5240 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3655 members 
Mstep: Class 45 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054976.000000 Penalty: 104160.664062
Iteration 217Q: 46 clusters Score -1.54055e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 72226 members 
Mstep: Class 4 contains 39597 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50758 members 
Mstep: Class 8 contains 168327 members 
Mstep: Class 9 contains 14502 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30038 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32926 members 
Mstep: Class 16 contains 16904 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82982 members 
Mstep: Class 20 contains 187338 members 
Mstep: Class 21 contains 106067 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15395 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156602 members 
Mstep: Class 31 contains 9545 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96114 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 121946 members 
Mstep: Class 37 contains 3145 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65610 members 
Mstep: Class 41 contains 5240 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3653 members 
Mstep: Class 45 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054976.000000 Penalty: 104160.664062
Iteration 218Q: 46 clusters Score -1.54055e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 72226 members 
Mstep: Class 4 contains 39596 members 
Mstep: Class 5 contains 5803 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 50757 members 
Mstep: Class 8 contains 168335 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30027 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32929 members 
Mstep: Class 16 contains 16910 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82980 members 
Mstep: Class 20 contains 187289 members 
Mstep: Class 21 contains 106005 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3401 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156607 members 
Mstep: Class 31 contains 9538 members 
Mstep: Class 32 contains 6064 members 
Mstep: Class 33 contains 96111 members 
Mstep: Class 34 contains 11258 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 121965 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65622 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3651 members 
Mstep: Class 45 contains 8854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055072.000000 Penalty: 104160.664062
Iteration 219Q: 46 clusters Score -1.540551e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11162 members 
Mstep: Class 3 contains 72228 members 
Mstep: Class 4 contains 39596 members 
Mstep: Class 5 contains 5802 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50757 members 
Mstep: Class 8 contains 168345 members 
Mstep: Class 9 contains 14501 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30011 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32928 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82982 members 
Mstep: Class 20 contains 187232 members 
Mstep: Class 21 contains 105951 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3400 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156607 members 
Mstep: Class 31 contains 9526 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96109 members 
Mstep: Class 34 contains 11257 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 121986 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65638 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3650 members 
Mstep: Class 45 contains 8936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055024.000000 Penalty: 104160.664062
Iteration 220F: 46 clusters Score -1.54055e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11164 members 
Mstep: Class 3 contains 72228 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 5801 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50757 members 
Mstep: Class 8 contains 168350 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 30001 members 
Mstep: Class 12 contains 37837 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32924 members 
Mstep: Class 16 contains 16915 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82982 members 
Mstep: Class 20 contains 187183 members 
Mstep: Class 21 contains 105882 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15391 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156604 members 
Mstep: Class 31 contains 9522 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96114 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 122007 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65665 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3648 members 
Mstep: Class 45 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054736.000000 Penalty: 104160.664062
Iteration 221Q: 46 clusters Score -1.540547e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11168 members 
Mstep: Class 3 contains 72227 members 
Mstep: Class 4 contains 39597 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50758 members 
Mstep: Class 8 contains 168350 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29992 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 32920 members 
Mstep: Class 16 contains 16920 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82980 members 
Mstep: Class 20 contains 187157 members 
Mstep: Class 21 contains 105826 members 
Mstep: Class 22 contains 11584 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 15389 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156611 members 
Mstep: Class 31 contains 9513 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96117 members 
Mstep: Class 34 contains 11255 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 122024 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 65680 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3643 members 
Mstep: Class 45 contains 9087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054912.000000 Penalty: 104160.664062
Iteration 222Q: 46 clusters Score -1.540549e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11178 members 
Mstep: Class 3 contains 72228 members 
Mstep: Class 4 contains 39597 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50761 members 
Mstep: Class 8 contains 168358 members 
Mstep: Class 9 contains 14506 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29976 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10990 members 
Mstep: Class 15 contains 32919 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82982 members 
Mstep: Class 20 contains 187131 members 
Mstep: Class 21 contains 105773 members 
Mstep: Class 22 contains 11583 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 15389 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3391 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156615 members 
Mstep: Class 31 contains 9506 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96116 members 
Mstep: Class 34 contains 11255 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122033 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 65693 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 9139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054912.000000 Penalty: 104160.664062
Iteration 223Q: 46 clusters Score -1.540549e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 72227 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50765 members 
Mstep: Class 8 contains 168360 members 
Mstep: Class 9 contains 14506 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29957 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10993 members 
Mstep: Class 15 contains 32924 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 187106 members 
Mstep: Class 21 contains 105720 members 
Mstep: Class 22 contains 11582 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 15389 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3391 members 
Mstep: Class 28 contains 15542 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156618 members 
Mstep: Class 31 contains 9501 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96118 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122044 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 65708 members 
Mstep: Class 41 contains 5240 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3645 members 
Mstep: Class 45 contains 9189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054864.000000 Penalty: 104160.664062
Iteration 224Q: 46 clusters Score -1.540549e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11189 members 
Mstep: Class 3 contains 72232 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50765 members 
Mstep: Class 8 contains 168361 members 
Mstep: Class 9 contains 14507 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29943 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10992 members 
Mstep: Class 15 contains 32928 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 187085 members 
Mstep: Class 21 contains 105678 members 
Mstep: Class 22 contains 11582 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15389 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156620 members 
Mstep: Class 31 contains 9501 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96117 members 
Mstep: Class 34 contains 11254 members 
Mstep: Class 35 contains 29206 members 
Mstep: Class 36 contains 122067 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 65706 members 
Mstep: Class 41 contains 5240 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 9231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054896.000000 Penalty: 104160.664062
Iteration 225Q: 46 clusters Score -1.540549e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11192 members 
Mstep: Class 3 contains 72237 members 
Mstep: Class 4 contains 39595 members 
Mstep: Class 5 contains 5795 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50762 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29931 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10991 members 
Mstep: Class 15 contains 32927 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 20305 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 82987 members 
Mstep: Class 20 contains 187051 members 
Mstep: Class 21 contains 105648 members 
Mstep: Class 22 contains 11582 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156618 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96116 members 
Mstep: Class 34 contains 11253 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122096 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 65709 members 
Mstep: Class 41 contains 5241 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3645 members 
Mstep: Class 45 contains 9267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 226Q: 46 clusters Score -1.54055e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 72238 members 
Mstep: Class 4 contains 39595 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 50759 members 
Mstep: Class 8 contains 168372 members 
Mstep: Class 9 contains 14511 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29919 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10992 members 
Mstep: Class 15 contains 32925 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 17 contains 20304 members 
Mstep: Class 18 contains 1309 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 187015 members 
Mstep: Class 21 contains 105609 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156622 members 
Mstep: Class 31 contains 9503 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96110 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122118 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 65718 members 
Mstep: Class 41 contains 5244 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3645 members 
Mstep: Class 45 contains 9316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054800.000000 Penalty: 104160.664062
Iteration 227Q: 46 clusters Score -1.540548e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11197 members 
Mstep: Class 3 contains 72239 members 
Mstep: Class 4 contains 39596 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50759 members 
Mstep: Class 8 contains 168381 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29906 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 32926 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 20303 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82987 members 
Mstep: Class 20 contains 186994 members 
Mstep: Class 21 contains 105559 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 15545 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156619 members 
Mstep: Class 31 contains 9501 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96107 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122133 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1536 members 
Mstep: Class 40 contains 65728 members 
Mstep: Class 41 contains 5244 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 3646 members 
Mstep: Class 45 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054816.000000 Penalty: 104160.664062
Iteration 228Q: 46 clusters Score -1.540548e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 72239 members 
Mstep: Class 4 contains 39596 members 
Mstep: Class 5 contains 5793 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50765 members 
Mstep: Class 8 contains 168385 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29899 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10997 members 
Mstep: Class 15 contains 32930 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 20304 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 186963 members 
Mstep: Class 21 contains 105522 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31944 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 15545 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156621 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96106 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122137 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65736 members 
Mstep: Class 41 contains 5245 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 3646 members 
Mstep: Class 45 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054864.000000 Penalty: 104160.664062
Iteration 229Q: 46 clusters Score -1.540549e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 72240 members 
Mstep: Class 4 contains 39597 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50768 members 
Mstep: Class 8 contains 168389 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29895 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 32932 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 20303 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186943 members 
Mstep: Class 21 contains 105483 members 
Mstep: Class 22 contains 11580 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3388 members 
Mstep: Class 28 contains 15545 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9494 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96109 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122140 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65744 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3646 members 
Mstep: Class 45 contains 9453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054832.000000 Penalty: 104160.664062
Iteration 230Q: 46 clusters Score -1.540548e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 72239 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50772 members 
Mstep: Class 8 contains 168392 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29888 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 32934 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 186941 members 
Mstep: Class 21 contains 105429 members 
Mstep: Class 22 contains 11579 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156614 members 
Mstep: Class 31 contains 9497 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96111 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122138 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65751 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3647 members 
Mstep: Class 45 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054816.000000 Penalty: 104160.664062
Iteration 231Q: 46 clusters Score -1.540548e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 72239 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50777 members 
Mstep: Class 8 contains 168396 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29878 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32934 members 
Mstep: Class 16 contains 16924 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82988 members 
Mstep: Class 20 contains 186933 members 
Mstep: Class 21 contains 105386 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31946 members 
Mstep: Class 25 contains 15387 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156620 members 
Mstep: Class 31 contains 9497 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96112 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122144 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65755 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3648 members 
Mstep: Class 45 contains 9530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054912.000000 Penalty: 104160.664062
Iteration 232Q: 46 clusters Score -1.540549e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 72241 members 
Mstep: Class 4 contains 39598 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50779 members 
Mstep: Class 8 contains 168395 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29872 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32934 members 
Mstep: Class 16 contains 16926 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 186940 members 
Mstep: Class 21 contains 105343 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31946 members 
Mstep: Class 25 contains 15385 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156623 members 
Mstep: Class 31 contains 9495 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 96113 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122152 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65754 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3648 members 
Mstep: Class 45 contains 9561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054912.000000 Penalty: 104160.664062
Iteration 233Q: 46 clusters Score -1.540549e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11225 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 39597 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50783 members 
Mstep: Class 8 contains 168392 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29869 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32937 members 
Mstep: Class 16 contains 16926 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 186937 members 
Mstep: Class 21 contains 105311 members 
Mstep: Class 22 contains 11576 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31947 members 
Mstep: Class 25 contains 15384 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156626 members 
Mstep: Class 31 contains 9490 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 96113 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122153 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65760 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3645 members 
Mstep: Class 45 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054832.000000 Penalty: 104160.664062
Iteration 234Q: 46 clusters Score -1.540548e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 72244 members 
Mstep: Class 4 contains 39595 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50784 members 
Mstep: Class 8 contains 168389 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29865 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16927 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186935 members 
Mstep: Class 21 contains 105279 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31947 members 
Mstep: Class 25 contains 15384 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3387 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156633 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 96112 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122157 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65764 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 9608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 235Q: 46 clusters Score -1.54055e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39592 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50787 members 
Mstep: Class 8 contains 168390 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29864 members 
Mstep: Class 12 contains 37837 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16927 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82983 members 
Mstep: Class 20 contains 186931 members 
Mstep: Class 21 contains 105253 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31947 members 
Mstep: Class 25 contains 15383 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3386 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156641 members 
Mstep: Class 31 contains 9489 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 96109 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122158 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65768 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 9634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054896.000000 Penalty: 104160.664062
Iteration 236Q: 46 clusters Score -1.540549e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 72244 members 
Mstep: Class 4 contains 39591 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50790 members 
Mstep: Class 8 contains 168387 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29863 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16930 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82983 members 
Mstep: Class 20 contains 186921 members 
Mstep: Class 21 contains 105230 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31948 members 
Mstep: Class 25 contains 15382 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3386 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156647 members 
Mstep: Class 31 contains 9490 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96106 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122160 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65771 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055008.000000 Penalty: 104160.664062
Iteration 237Q: 46 clusters Score -1.54055e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39590 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50793 members 
Mstep: Class 8 contains 168381 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29863 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16931 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 186920 members 
Mstep: Class 21 contains 105210 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15382 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156652 members 
Mstep: Class 31 contains 9490 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96103 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122159 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65771 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054992.000000 Penalty: 104160.664062
Iteration 238Q: 46 clusters Score -1.54055e+08 nChanged 101
Entering ConstructFrom: 
Score: -154054992.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -980029.062500 Penalty: 1489.555176
	Iteration 0F: 2 clusters Score -980029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -973226.750000 Penalty: 2979.110352
	Iteration 0F: 3 clusters Score -973226.8 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -975673.687500 Penalty: 2979.110352
	Iteration 1F: 3 clusters Score -975673.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -976111.687500 Penalty: 2979.110352
	Iteration 2F: 3 clusters Score -976111.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -976472.625000 Penalty: 2979.110352
	Iteration 3F: 3 clusters Score -976472.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -976729.687500 Penalty: 2979.110352
	Iteration 4F: 3 clusters Score -976729.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -976946.562500 Penalty: 2979.110352
	Iteration 5Q: 3 clusters Score -976946.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -977140.375000 Penalty: 2979.110352
	Iteration 6Q: 3 clusters Score -977140.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -977299.562500 Penalty: 2979.110352
	Iteration 7Q: 3 clusters Score -977299.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -977426.750000 Penalty: 2979.110352
	Iteration 8Q: 3 clusters Score -977426.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -977544.625000 Penalty: 2979.110352
	Iteration 9Q: 3 clusters Score -977544.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -977662.500000 Penalty: 2979.110352
	Iteration 10Q: 3 clusters Score -977662.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -977767.875000 Penalty: 2979.110352
	Iteration 11Q: 3 clusters Score -977767.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -977871.937500 Penalty: 2979.110352
	Iteration 12Q: 3 clusters Score -977871.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -977973.687500 Penalty: 2979.110352
	Iteration 13Q: 3 clusters Score -977973.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -978065.875000 Penalty: 2979.110352
	Iteration 14Q: 3 clusters Score -978065.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -978144.812500 Penalty: 2979.110352
	Iteration 15Q: 3 clusters Score -978144.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -978195.562500 Penalty: 2979.110352
	Iteration 16Q: 3 clusters Score -978195.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -978244.375000 Penalty: 2979.110352
	Iteration 17Q: 3 clusters Score -978244.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -978288.562500 Penalty: 2979.110352
	Iteration 18Q: 3 clusters Score -978288.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -978325.625000 Penalty: 2979.110352
	Iteration 19Q: 3 clusters Score -978325.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -978356.562500 Penalty: 2979.110352
	Iteration 20F: 3 clusters Score -978356.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -978387.125000 Penalty: 2979.110352
	Iteration 21Q: 3 clusters Score -978387.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -978417.000000 Penalty: 2979.110352
	Iteration 22Q: 3 clusters Score -978417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -978457.187500 Penalty: 2979.110352
	Iteration 23Q: 3 clusters Score -978457.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -978490.875000 Penalty: 2979.110352
	Iteration 24Q: 3 clusters Score -978490.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -978523.125000 Penalty: 2979.110352
	Iteration 25Q: 3 clusters Score -978523.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -978558.937500 Penalty: 2979.110352
	Iteration 26Q: 3 clusters Score -978558.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -978596.312500 Penalty: 2979.110352
	Iteration 27Q: 3 clusters Score -978596.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -978630.250000 Penalty: 2979.110352
	Iteration 28Q: 3 clusters Score -978630.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -978667.625000 Penalty: 2979.110352
	Iteration 29Q: 3 clusters Score -978667.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -978701.000000 Penalty: 2979.110352
	Iteration 30Q: 3 clusters Score -978701 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -978729.437500 Penalty: 2979.110352
	Iteration 31Q: 3 clusters Score -978729.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -978750.312500 Penalty: 2979.110352
	Iteration 32Q: 3 clusters Score -978750.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -978767.937500 Penalty: 2979.110352
	Iteration 33Q: 3 clusters Score -978767.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -978790.750000 Penalty: 2979.110352
	Iteration 34Q: 3 clusters Score -978790.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -978814.312500 Penalty: 2979.110352
	Iteration 35Q: 3 clusters Score -978814.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -978839.500000 Penalty: 2979.110352
	Iteration 36Q: 3 clusters Score -978839.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -978856.000000 Penalty: 2979.110352
	Iteration 37Q: 3 clusters Score -978856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -978869.062500 Penalty: 2979.110352
	Iteration 38Q: 3 clusters Score -978869.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -978879.187500 Penalty: 2979.110352
	Iteration 39Q: 3 clusters Score -978879.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -978890.875000 Penalty: 2979.110352
	Iteration 40F: 3 clusters Score -978890.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -978896.000000 Penalty: 2979.110352
	Iteration 41Q: 3 clusters Score -978896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -978903.187500 Penalty: 2979.110352
	Iteration 42Q: 3 clusters Score -978903.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -978913.500000 Penalty: 2979.110352
	Iteration 43Q: 3 clusters Score -978913.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -978921.125000 Penalty: 2979.110352
	Iteration 44Q: 3 clusters Score -978921.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -978925.500000 Penalty: 2979.110352
	Iteration 45Q: 3 clusters Score -978925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -978929.062500 Penalty: 2979.110352
	Iteration 46Q: 3 clusters Score -978929.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -978936.375000 Penalty: 2979.110352
	Iteration 47Q: 3 clusters Score -978936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -978940.875000 Penalty: 2979.110352
	Iteration 48Q: 3 clusters Score -978940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -978948.687500 Penalty: 2979.110352
	Iteration 49Q: 3 clusters Score -978948.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -978952.687500 Penalty: 2979.110352
	Iteration 50Q: 3 clusters Score -978952.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -978955.812500 Penalty: 2979.110352
	Iteration 51Q: 3 clusters Score -978955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -978956.375000 Penalty: 2979.110352
	Iteration 52Q: 3 clusters Score -978956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -978959.125000 Penalty: 2979.110352
	Iteration 53Q: 3 clusters Score -978959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -978960.000000 Penalty: 2979.110352
	Iteration 54Q: 3 clusters Score -978960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -978961.687500 Penalty: 2979.110352
	Iteration 55Q: 3 clusters Score -978961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -978964.187500 Penalty: 2979.110352
	Iteration 56Q: 3 clusters Score -978964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -978966.000000 Penalty: 2979.110352
	Iteration 57Q: 3 clusters Score -978966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -978966.687500 Penalty: 2979.110352
	Iteration 58Q: 3 clusters Score -978966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -978969.250000 Penalty: 2979.110352
	Iteration 59Q: 3 clusters Score -978969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -978969.687500 Penalty: 2979.110352
	Iteration 60F: 3 clusters Score -978969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -978971.187500 Penalty: 2979.110352
	Iteration 61Q: 3 clusters Score -978971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -978971.500000 Penalty: 2979.110352
	Iteration 62Q: 3 clusters Score -978971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -978971.375000 Penalty: 2979.110352
	Iteration 63Q: 3 clusters Score -978971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -978970.062500 Penalty: 2979.110352
	Iteration 64Q: 3 clusters Score -978970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -978970.062500 Penalty: 2979.110352
	Iteration 65F: 3 clusters Score -978970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1173404.125000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1173404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1165465.125000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1165465 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1168473.375000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1168473 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1169123.750000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1169124 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1169909.750000 Penalty: 3031.119629
	Iteration 3F: 3 clusters Score -1169910 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1170749.375000 Penalty: 3031.119629
	Iteration 4F: 3 clusters Score -1170749 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1171477.375000 Penalty: 3031.119629
	Iteration 5F: 3 clusters Score -1171477 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1172026.375000 Penalty: 3031.119629
	Iteration 6F: 3 clusters Score -1172026 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1172426.750000 Penalty: 3031.119629
	Iteration 7Q: 3 clusters Score -1172427 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1172734.500000 Penalty: 3031.119629
	Iteration 8Q: 3 clusters Score -1172734 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1172917.625000 Penalty: 3031.119629
	Iteration 9Q: 3 clusters Score -1172918 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1173045.875000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1173046 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1173114.500000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1173114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1173157.250000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1173157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1173181.125000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1173181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1173202.750000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1173203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1173223.625000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1173224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1173238.500000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1173238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1173253.375000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1173253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1173268.875000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1173269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1173277.375000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1173277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1173277.875000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1173278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1173284.875000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1173285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1173284.250000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1173284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1173286.000000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1173286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1173289.000000 Penalty: 3031.119629
	Iteration 24Q: 3 clusters Score -1173289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1173288.750000 Penalty: 3031.119629
	Iteration 25Q: 3 clusters Score -1173289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1173288.000000 Penalty: 3031.119629
	Iteration 26Q: 3 clusters Score -1173288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1173289.250000 Penalty: 3031.119629
	Iteration 27Q: 3 clusters Score -1173289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1173288.250000 Penalty: 3031.119629
	Iteration 28Q: 3 clusters Score -1173288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1173288.500000 Penalty: 3031.119629
	Iteration 29Q: 3 clusters Score -1173288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1173289.375000 Penalty: 3031.119629
	Iteration 30Q: 3 clusters Score -1173289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1173290.875000 Penalty: 3031.119629
	Iteration 31Q: 3 clusters Score -1173291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1173290.375000 Penalty: 3031.119629
	Iteration 32Q: 3 clusters Score -1173290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1173290.000000 Penalty: 3031.119629
	Iteration 33Q: 3 clusters Score -1173290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1173289.625000 Penalty: 3031.119629
	Iteration 34Q: 3 clusters Score -1173290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1173291.125000 Penalty: 3031.119629
	Iteration 35Q: 3 clusters Score -1173291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1173291.125000 Penalty: 3031.119629
	Iteration 36Q: 3 clusters Score -1173291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1173293.250000 Penalty: 3031.119629
	Iteration 37Q: 3 clusters Score -1173293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1173293.250000 Penalty: 3031.119629
	Iteration 38F: 3 clusters Score -1173293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Entering Unmasked Estep 
Score: -7568487.500000 Penalty: 1818.022705
	Iteration 0F: 2 clusters Score -7568488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7520185.000000 Penalty: 3636.045410
	Iteration 0F: 3 clusters Score -7520185 nChanged 34299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -7539958.500000 Penalty: 3636.045410
	Iteration 1F: 3 clusters Score -7539958 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -7540690.500000 Penalty: 3636.045410
	Iteration 2Q: 3 clusters Score -7540690 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -7541767.500000 Penalty: 3636.045410
	Iteration 3Q: 3 clusters Score -7541768 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -7543287.000000 Penalty: 3636.045410
	Iteration 4Q: 3 clusters Score -7543287 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -7545795.500000 Penalty: 3636.045410
	Iteration 5F: 3 clusters Score -7545796 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -7549344.500000 Penalty: 3636.045410
	Iteration 6F: 3 clusters Score -7549344 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -7553840.500000 Penalty: 3636.045410
	Iteration 7F: 3 clusters Score -7553840 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -7558374.000000 Penalty: 3636.045410
	Iteration 8F: 3 clusters Score -7558374 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7562171.000000 Penalty: 3636.045410
	Iteration 9F: 3 clusters Score -7562171 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7564480.000000 Penalty: 3636.045410
	Iteration 10Q: 3 clusters Score -7564480 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7565645.000000 Penalty: 3636.045410
	Iteration 11Q: 3 clusters Score -7565645 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7566217.000000 Penalty: 3636.045410
	Iteration 12Q: 3 clusters Score -7566217 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7566543.000000 Penalty: 3636.045410
	Iteration 13Q: 3 clusters Score -7566543 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7566715.500000 Penalty: 3636.045410
	Iteration 14Q: 3 clusters Score -7566716 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7566852.000000 Penalty: 3636.045410
	Iteration 15Q: 3 clusters Score -7566852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7566919.000000 Penalty: 3636.045410
	Iteration 16Q: 3 clusters Score -7566919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7566956.500000 Penalty: 3636.045410
	Iteration 17Q: 3 clusters Score -7566956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7566985.500000 Penalty: 3636.045410
	Iteration 18Q: 3 clusters Score -7566986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7566995.500000 Penalty: 3636.045410
	Iteration 19Q: 3 clusters Score -7566996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7567006.000000 Penalty: 3636.045410
	Iteration 20F: 3 clusters Score -7567006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7567020.000000 Penalty: 3636.045410
	Iteration 21Q: 3 clusters Score -7567020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7567039.500000 Penalty: 3636.045410
	Iteration 22Q: 3 clusters Score -7567040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7567075.000000 Penalty: 3636.045410
	Iteration 23Q: 3 clusters Score -7567075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7567078.500000 Penalty: 3636.045410
	Iteration 24Q: 3 clusters Score -7567078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7567088.000000 Penalty: 3636.045410
	Iteration 25Q: 3 clusters Score -7567088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7567087.000000 Penalty: 3636.045410
	Iteration 26Q: 3 clusters Score -7567087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7567103.000000 Penalty: 3636.045410
	Iteration 27Q: 3 clusters Score -7567103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7567112.000000 Penalty: 3636.045410
	Iteration 28Q: 3 clusters Score -7567112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7567108.500000 Penalty: 3636.045410
	Iteration 29Q: 3 clusters Score -7567108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7567113.000000 Penalty: 3636.045410
	Iteration 30Q: 3 clusters Score -7567113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7567116.500000 Penalty: 3636.045410
	Iteration 31Q: 3 clusters Score -7567116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7567125.000000 Penalty: 3636.045410
	Iteration 32Q: 3 clusters Score -7567125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7567124.000000 Penalty: 3636.045410
	Iteration 33Q: 3 clusters Score -7567124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7567121.500000 Penalty: 3636.045410
	Iteration 34Q: 3 clusters Score -7567122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7567127.500000 Penalty: 3636.045410
	Iteration 35Q: 3 clusters Score -7567128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7567137.500000 Penalty: 3636.045410
	Iteration 36Q: 3 clusters Score -7567138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7567131.000000 Penalty: 3636.045410
	Iteration 37Q: 3 clusters Score -7567131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7567134.000000 Penalty: 3636.045410
	Iteration 38Q: 3 clusters Score -7567134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7567133.500000 Penalty: 3636.045410
	Iteration 39Q: 3 clusters Score -7567134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7567133.500000 Penalty: 3636.045410
	Iteration 40F: 3 clusters Score -7567134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Entering Unmasked Estep 
Score: -4017617.250000 Penalty: 1720.274780
	Iteration 0F: 2 clusters Score -4017617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3991115.250000 Penalty: 3440.549561
	Iteration 0F: 3 clusters Score -3991115 nChanged 18388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4001690.250000 Penalty: 3440.549561
	Iteration 1F: 3 clusters Score -4001690 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4002649.750000 Penalty: 3440.549561
	Iteration 2F: 3 clusters Score -4002650 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4004172.500000 Penalty: 3440.549561
	Iteration 3F: 3 clusters Score -4004172 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4006404.500000 Penalty: 3440.549561
	Iteration 4F: 3 clusters Score -4006404 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4009033.000000 Penalty: 3440.549561
	Iteration 5F: 3 clusters Score -4009033 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4011380.750000 Penalty: 3440.549561
	Iteration 6F: 3 clusters Score -4011381 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4013036.000000 Penalty: 3440.549561
	Iteration 7F: 3 clusters Score -4013036 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4013962.250000 Penalty: 3440.549561
	Iteration 8Q: 3 clusters Score -4013962 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4014469.750000 Penalty: 3440.549561
	Iteration 9Q: 3 clusters Score -4014470 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4014684.250000 Penalty: 3440.549561
	Iteration 10Q: 3 clusters Score -4014684 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4014774.750000 Penalty: 3440.549561
	Iteration 11Q: 3 clusters Score -4014775 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4014858.000000 Penalty: 3440.549561
	Iteration 12Q: 3 clusters Score -4014858 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4014867.000000 Penalty: 3440.549561
	Iteration 13Q: 3 clusters Score -4014867 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4014892.250000 Penalty: 3440.549561
	Iteration 14Q: 3 clusters Score -4014892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4014894.500000 Penalty: 3440.549561
	Iteration 15Q: 3 clusters Score -4014894 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4014909.250000 Penalty: 3440.549561
	Iteration 16Q: 3 clusters Score -4014909 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4014942.750000 Penalty: 3440.549561
	Iteration 17Q: 3 clusters Score -4014943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4014969.750000 Penalty: 3440.549561
	Iteration 18Q: 3 clusters Score -4014970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4014981.500000 Penalty: 3440.549561
	Iteration 19Q: 3 clusters Score -4014982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4014992.000000 Penalty: 3440.549561
	Iteration 20F: 3 clusters Score -4014992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4014991.250000 Penalty: 3440.549561
	Iteration 21Q: 3 clusters Score -4014991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4015008.000000 Penalty: 3440.549561
	Iteration 22Q: 3 clusters Score -4015008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4015006.750000 Penalty: 3440.549561
	Iteration 23Q: 3 clusters Score -4015007 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4015014.500000 Penalty: 3440.549561
	Iteration 24Q: 3 clusters Score -4015014 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4015026.000000 Penalty: 3440.549561
	Iteration 25Q: 3 clusters Score -4015026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4015038.500000 Penalty: 3440.549561
	Iteration 26Q: 3 clusters Score -4015038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4015043.250000 Penalty: 3440.549561
	Iteration 27Q: 3 clusters Score -4015043 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4015053.750000 Penalty: 3440.549561
	Iteration 28Q: 3 clusters Score -4015054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4015060.000000 Penalty: 3440.549561
	Iteration 29Q: 3 clusters Score -4015060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4015076.500000 Penalty: 3440.549561
	Iteration 30Q: 3 clusters Score -4015076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4015085.500000 Penalty: 3440.549561
	Iteration 31Q: 3 clusters Score -4015086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4015097.750000 Penalty: 3440.549561
	Iteration 32Q: 3 clusters Score -4015098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4015100.250000 Penalty: 3440.549561
	Iteration 33Q: 3 clusters Score -4015100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4015096.250000 Penalty: 3440.549561
	Iteration 34Q: 3 clusters Score -4015096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4015100.500000 Penalty: 3440.549561
	Iteration 35Q: 3 clusters Score -4015100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4015121.250000 Penalty: 3440.549561
	Iteration 36Q: 3 clusters Score -4015121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4015121.750000 Penalty: 3440.549561
	Iteration 37Q: 3 clusters Score -4015122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -4015136.500000 Penalty: 3440.549561
	Iteration 38Q: 3 clusters Score -4015136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4015139.000000 Penalty: 3440.549561
	Iteration 39Q: 3 clusters Score -4015139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4015150.500000 Penalty: 3440.549561
	Iteration 40F: 3 clusters Score -4015150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4015158.000000 Penalty: 3440.549561
	Iteration 41Q: 3 clusters Score -4015158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4015155.000000 Penalty: 3440.549561
	Iteration 42Q: 3 clusters Score -4015155 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4015169.500000 Penalty: 3440.549561
	Iteration 43Q: 3 clusters Score -4015170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4015177.750000 Penalty: 3440.549561
	Iteration 44Q: 3 clusters Score -4015178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4015187.000000 Penalty: 3440.549561
	Iteration 45Q: 3 clusters Score -4015187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4015186.500000 Penalty: 3440.549561
	Iteration 46Q: 3 clusters Score -4015186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4015193.250000 Penalty: 3440.549561
	Iteration 47Q: 3 clusters Score -4015193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4015184.750000 Penalty: 3440.549561
	Iteration 48Q: 3 clusters Score -4015185 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4015191.750000 Penalty: 3440.549561
	Iteration 49Q: 3 clusters Score -4015192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4015206.750000 Penalty: 3440.549561
	Iteration 50Q: 3 clusters Score -4015207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -4015214.000000 Penalty: 3440.549561
	Iteration 51Q: 3 clusters Score -4015214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4015217.250000 Penalty: 3440.549561
	Iteration 52Q: 3 clusters Score -4015217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4015237.250000 Penalty: 3440.549561
	Iteration 53Q: 3 clusters Score -4015237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4015240.750000 Penalty: 3440.549561
	Iteration 54Q: 3 clusters Score -4015241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4015247.500000 Penalty: 3440.549561
	Iteration 55Q: 3 clusters Score -4015248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4015240.000000 Penalty: 3440.549561
	Iteration 56Q: 3 clusters Score -4015240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -4015254.250000 Penalty: 3440.549561
	Iteration 57Q: 3 clusters Score -4015254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4015263.750000 Penalty: 3440.549561
	Iteration 58Q: 3 clusters Score -4015264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4015271.250000 Penalty: 3440.549561
	Iteration 59Q: 3 clusters Score -4015271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4015285.000000 Penalty: 3440.549561
	Iteration 60F: 3 clusters Score -4015285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4015293.000000 Penalty: 3440.549561
	Iteration 61Q: 3 clusters Score -4015293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4015288.250000 Penalty: 3440.549561
	Iteration 62Q: 3 clusters Score -4015288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4015276.500000 Penalty: 3440.549561
	Iteration 63Q: 3 clusters Score -4015276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4015281.750000 Penalty: 3440.549561
	Iteration 64Q: 3 clusters Score -4015282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -4015281.250000 Penalty: 3440.549561
	Iteration 65Q: 3 clusters Score -4015281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4015288.250000 Penalty: 3440.549561
	Iteration 66Q: 3 clusters Score -4015288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4015294.250000 Penalty: 3440.549561
	Iteration 67Q: 3 clusters Score -4015294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4015296.500000 Penalty: 3440.549561
	Iteration 68Q: 3 clusters Score -4015296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4015302.250000 Penalty: 3440.549561
	Iteration 69Q: 3 clusters Score -4015302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4015308.500000 Penalty: 3440.549561
	Iteration 70Q: 3 clusters Score -4015308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -4015306.750000 Penalty: 3440.549561
	Iteration 71Q: 3 clusters Score -4015307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4015313.750000 Penalty: 3440.549561
	Iteration 72Q: 3 clusters Score -4015314 nChanged 36
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4016287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4016286.250000 Penalty: 3440.549561
	Iteration 259Q: 3 clusters Score -4016286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -4016288.250000 Penalty: 3440.549561
	Iteration 260F: 3 clusters Score -4016288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -4016284.500000 Penalty: 3440.549561
	Iteration 261Q: 3 clusters Score -4016284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4016288.250000 Penalty: 3440.549561
	Iteration 262Q: 3 clusters Score -4016288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4016289.250000 Penalty: 3440.549561
	Iteration 263Q: 3 clusters Score -4016289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4016285.500000 Penalty: 3440.549561
	Iteration 264Q: 3 clusters Score -4016286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4016287.500000 Penalty: 3440.549561
	Iteration 265Q: 3 clusters Score -4016288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4016287.500000 Penalty: 3440.549561
	Iteration 266F: 3 clusters Score -4016288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -547679.562500 Penalty: 1407.853638
	Iteration 0F: 2 clusters Score -547679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -543290.250000 Penalty: 2815.707275
	Iteration 0F: 3 clusters Score -543290.2 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -544690.562500 Penalty: 2815.707275
	Iteration 1F: 3 clusters Score -544690.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -545039.750000 Penalty: 2815.707275
	Iteration 2F: 3 clusters Score -545039.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -545392.687500 Penalty: 2815.707275
	Iteration 3F: 3 clusters Score -545392.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -545728.750000 Penalty: 2815.707275
	Iteration 4F: 3 clusters Score -545728.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -546061.750000 Penalty: 2815.707275
	Iteration 5F: 3 clusters Score -546061.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -546359.625000 Penalty: 2815.707275
	Iteration 6F: 3 clusters Score -546359.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -546598.062500 Penalty: 2815.707275
	Iteration 7F: 3 clusters Score -546598.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -546777.375000 Penalty: 2815.707275
	Iteration 8Q: 3 clusters Score -546777.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -546878.500000 Penalty: 2815.707275
	Iteration 9Q: 3 clusters Score -546878.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -546929.750000 Penalty: 2815.707275
	Iteration 10Q: 3 clusters Score -546929.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -546959.625000 Penalty: 2815.707275
	Iteration 11Q: 3 clusters Score -546959.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -546987.375000 Penalty: 2815.707275
	Iteration 12Q: 3 clusters Score -546987.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -547005.062500 Penalty: 2815.707275
	Iteration 13Q: 3 clusters Score -547005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -547015.187500 Penalty: 2815.707275
	Iteration 14Q: 3 clusters Score -547015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -547022.187500 Penalty: 2815.707275
	Iteration 15Q: 3 clusters Score -547022.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -547033.062500 Penalty: 2815.707275
	Iteration 16Q: 3 clusters Score -547033.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -547044.375000 Penalty: 2815.707275
	Iteration 17Q: 3 clusters Score -547044.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -547059.562500 Penalty: 2815.707275
	Iteration 18Q: 3 clusters Score -547059.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -547078.312500 Penalty: 2815.707275
	Iteration 19Q: 3 clusters Score -547078.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -547106.812500 Penalty: 2815.707275
	Iteration 20F: 3 clusters Score -547106.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -547132.750000 Penalty: 2815.707275
	Iteration 21Q: 3 clusters Score -547132.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -547155.187500 Penalty: 2815.707275
	Iteration 22Q: 3 clusters Score -547155.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -547172.500000 Penalty: 2815.707275
	Iteration 23Q: 3 clusters Score -547172.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -547187.375000 Penalty: 2815.707275
	Iteration 24Q: 3 clusters Score -547187.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -547197.437500 Penalty: 2815.707275
	Iteration 25Q: 3 clusters Score -547197.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -547203.312500 Penalty: 2815.707275
	Iteration 26Q: 3 clusters Score -547203.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -547209.125000 Penalty: 2815.707275
	Iteration 27Q: 3 clusters Score -547209.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -547217.375000 Penalty: 2815.707275
	Iteration 28Q: 3 clusters Score -547217.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -547224.375000 Penalty: 2815.707275
	Iteration 29Q: 3 clusters Score -547224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -547226.625000 Penalty: 2815.707275
	Iteration 30Q: 3 clusters Score -547226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -547230.812500 Penalty: 2815.707275
	Iteration 31Q: 3 clusters Score -547230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -547238.125000 Penalty: 2815.707275
	Iteration 32Q: 3 clusters Score -547238.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -547247.250000 Penalty: 2815.707275
	Iteration 33Q: 3 clusters Score -547247.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -547254.312500 Penalty: 2815.707275
	Iteration 34Q: 3 clusters Score -547254.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -547261.312500 Penalty: 2815.707275
	Iteration 35Q: 3 clusters Score -547261.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -547268.937500 Penalty: 2815.707275
	Iteration 36Q: 3 clusters Score -547268.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -547278.125000 Penalty: 2815.707275
	Iteration 37Q: 3 clusters Score -547278.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -547284.875000 Penalty: 2815.707275
	Iteration 38Q: 3 clusters Score -547284.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -547291.437500 Penalty: 2815.707275
	Iteration 39Q: 3 clusters Score -547291.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -547298.312500 Penalty: 2815.707275
	Iteration 40F: 3 clusters Score -547298.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -547306.937500 Penalty: 2815.707275
	Iteration 41Q: 3 clusters Score -547306.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -547313.125000 Penalty: 2815.707275
	Iteration 42Q: 3 clusters Score -547313.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -547319.375000 Penalty: 2815.707275
	Iteration 43Q: 3 clusters Score -547319.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -547326.250000 Penalty: 2815.707275
	Iteration 44Q: 3 clusters Score -547326.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -547335.000000 Penalty: 2815.707275
	Iteration 45Q: 3 clusters Score -547335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -547345.937500 Penalty: 2815.707275
	Iteration 46Q: 3 clusters Score -547345.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -547362.125000 Penalty: 2815.707275
	Iteration 47Q: 3 clusters Score -547362.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -547380.062500 Penalty: 2815.707275
	Iteration 48Q: 3 clusters Score -547380.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -547410.687500 Penalty: 2815.707275
	Iteration 49Q: 3 clusters Score -547410.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -547448.187500 Penalty: 2815.707275
	Iteration 50Q: 3 clusters Score -547448.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -547478.875000 Penalty: 2815.707275
	Iteration 51Q: 3 clusters Score -547478.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -547510.500000 Penalty: 2815.707275
	Iteration 52Q: 3 clusters Score -547510.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -547541.000000 Penalty: 2815.707275
	Iteration 53Q: 3 clusters Score -547541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -547569.562500 Penalty: 2815.707275
	Iteration 54Q: 3 clusters Score -547569.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -547593.687500 Penalty: 2815.707275
	Iteration 55Q: 3 clusters Score -547593.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -547628.875000 Penalty: 2815.707275
	Iteration 56Q: 3 clusters Score -547628.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -547675.500000 Penalty: 2815.707275
	Iteration 57Q: 3 clusters Score -547675.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547707.687500 Penalty: 2815.707275
	Iteration 58Q: 3 clusters Score -547707.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -547734.875000 Penalty: 2815.707275
	Iteration 59Q: 3 clusters Score -547734.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -547749.000000 Penalty: 2815.707275
	Iteration 60F: 3 clusters Score -547749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -547755.875000 Penalty: 2815.707275
	Iteration 61Q: 3 clusters Score -547755.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -547758.750000 Penalty: 2815.707275
	Iteration 62Q: 3 clusters Score -547758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -547760.812500 Penalty: 2815.707275
	Iteration 63Q: 3 clusters Score -547760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -547764.500000 Penalty: 2815.707275
	Iteration 64Q: 3 clusters Score -547764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -547770.125000 Penalty: 2815.707275
	Iteration 65Q: 3 clusters Score -547770.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -547772.875000 Penalty: 2815.707275
	Iteration 66Q: 3 clusters Score -547772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -547776.125000 Penalty: 2815.707275
	Iteration 67Q: 3 clusters Score -547776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -547780.875000 Penalty: 2815.707275
	Iteration 68Q: 3 clusters Score -547780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -547784.687500 Penalty: 2815.707275
	Iteration 69Q: 3 clusters Score -547784.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -547787.750000 Penalty: 2815.707275
	Iteration 70Q: 3 clusters Score -547787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -547790.125000 Penalty: 2815.707275
	Iteration 71Q: 3 clusters Score -547790.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -547796.000000 Penalty: 2815.707275
	Iteration 72Q: 3 clusters Score -547796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -547807.625000 Penalty: 2815.707275
	Iteration 73Q: 3 clusters Score -547807.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -547832.437500 Penalty: 2815.707275
	Iteration 74Q: 3 clusters Score -547832.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -547856.937500 Penalty: 2815.707275
	Iteration 75Q: 3 clusters Score -547856.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -547882.750000 Penalty: 2815.707275
	Iteration 76Q: 3 clusters Score -547882.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -547904.250000 Penalty: 2815.707275
	Iteration 77Q: 3 clusters Score -547904.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -547913.375000 Penalty: 2815.707275
	Iteration 78Q: 3 clusters Score -547913.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -547919.437500 Penalty: 2815.707275
	Iteration 79Q: 3 clusters Score -547919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -547928.187500 Penalty: 2815.707275
	Iteration 80F: 3 clusters Score -547928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -547932.000000 Penalty: 2815.707275
	Iteration 81Q: 3 clusters Score -547932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -547934.000000 Penalty: 2815.707275
	Iteration 82Q: 3 clusters Score -547934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -547936.375000 Penalty: 2815.707275
	Iteration 83Q: 3 clusters Score -547936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -547937.000000 Penalty: 2815.707275
	Iteration 84Q: 3 clusters Score -547937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -547937.062500 Penalty: 2815.707275
	Iteration 85Q: 3 clusters Score -547937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -547937.500000 Penalty: 2815.707275
	Iteration 86Q: 3 clusters Score -547937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -547937.625000 Penalty: 2815.707275
	Iteration 87Q: 3 clusters Score -547937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -547937.625000 Penalty: 2815.707275
	Iteration 88F: 3 clusters Score -547937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 3904 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Mstep: Class 46 contains 1885 members 
Entering Unmasked Estep 
Score: -154053792.000000 Penalty: 106475.343750
Splitting cluster 5 changes total score from -154054992.000000 to -154053792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -772671.875000 Penalty: 1455.532593
	Iteration 0F: 2 clusters Score -772671.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -766899.375000 Penalty: 2911.065186
	Iteration 0F: 3 clusters Score -766899.4 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -768730.187500 Penalty: 2911.065186
	Iteration 1F: 3 clusters Score -768730.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -769147.437500 Penalty: 2911.065186
	Iteration 2F: 3 clusters Score -769147.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -769697.000000 Penalty: 2911.065186
	Iteration 3F: 3 clusters Score -769697 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -770433.687500 Penalty: 2911.065186
	Iteration 4F: 3 clusters Score -770433.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -771403.875000 Penalty: 2911.065186
	Iteration 5F: 3 clusters Score -771403.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -772049.625000 Penalty: 2911.065186
	Iteration 6F: 3 clusters Score -772049.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -772420.062500 Penalty: 2911.065186
	Iteration 7F: 3 clusters Score -772420.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -772598.625000 Penalty: 2911.065186
	Iteration 8Q: 3 clusters Score -772598.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -772681.937500 Penalty: 2911.065186
	Iteration 9Q: 3 clusters Score -772681.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -772720.312500 Penalty: 2911.065186
	Iteration 10Q: 3 clusters Score -772720.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -772739.937500 Penalty: 2911.065186
	Iteration 11Q: 3 clusters Score -772739.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -772751.312500 Penalty: 2911.065186
	Iteration 12Q: 3 clusters Score -772751.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -772757.250000 Penalty: 2911.065186
	Iteration 13Q: 3 clusters Score -772757.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -772760.187500 Penalty: 2911.065186
	Iteration 14Q: 3 clusters Score -772760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -772762.187500 Penalty: 2911.065186
	Iteration 15Q: 3 clusters Score -772762.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -772765.750000 Penalty: 2911.065186
	Iteration 16Q: 3 clusters Score -772765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -772764.437500 Penalty: 2911.065186
	Iteration 17Q: 3 clusters Score -772764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -772765.625000 Penalty: 2911.065186
	Iteration 18Q: 3 clusters Score -772765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -772766.875000 Penalty: 2911.065186
	Iteration 19Q: 3 clusters Score -772766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -772766.875000 Penalty: 2911.065186
	Iteration 20F: 3 clusters Score -772766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Mstep: Class 46 contains 3503 members 
Entering Unmasked Estep 
Score: -154053552.000000 Penalty: 106475.343750
Splitting cluster 6 changes total score from -154054992.000000 to -154053552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (50794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Entering Unmasked Estep 
Score: -5348323.500000 Penalty: 1760.774170
	Iteration 0F: 2 clusters Score -5348324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -5314566.500000 Penalty: 3521.548340
	Iteration 0F: 3 clusters Score -5314566 nChanged 23743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5328371.000000 Penalty: 3521.548340
	Iteration 1F: 3 clusters Score -5328371 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5329534.500000 Penalty: 3521.548340
	Iteration 2Q: 3 clusters Score -5329534 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -5331208.500000 Penalty: 3521.548340
	Iteration 3F: 3 clusters Score -5331208 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5333444.500000 Penalty: 3521.548340
	Iteration 4F: 3 clusters Score -5333444 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5336014.000000 Penalty: 3521.548340
	Iteration 5F: 3 clusters Score -5336014 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5338517.000000 Penalty: 3521.548340
	Iteration 6F: 3 clusters Score -5338517 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -5340966.500000 Penalty: 3521.548340
	Iteration 7F: 3 clusters Score -5340966 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -5343304.000000 Penalty: 3521.548340
	Iteration 8F: 3 clusters Score -5343304 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5345015.500000 Penalty: 3521.548340
	Iteration 9Q: 3 clusters Score -5345016 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -5345914.500000 Penalty: 3521.548340
	Iteration 10Q: 3 clusters Score -5345914 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -5346380.500000 Penalty: 3521.548340
	Iteration 11Q: 3 clusters Score -5346380 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -5346579.500000 Penalty: 3521.548340
	Iteration 12Q: 3 clusters Score -5346580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -5346679.000000 Penalty: 3521.548340
	Iteration 13Q: 3 clusters Score -5346679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -5346723.000000 Penalty: 3521.548340
	Iteration 14Q: 3 clusters Score -5346723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -5346746.500000 Penalty: 3521.548340
	Iteration 15Q: 3 clusters Score -5346746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -5346768.000000 Penalty: 3521.548340
	Iteration 16Q: 3 clusters Score -5346768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -5346789.500000 Penalty: 3521.548340
	Iteration 17Q: 3 clusters Score -5346790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -5346796.000000 Penalty: 3521.548340
	Iteration 18Q: 3 clusters Score -5346796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -5346806.000000 Penalty: 3521.548340
	Iteration 19Q: 3 clusters Score -5346806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -5346806.500000 Penalty: 3521.548340
	Iteration 20F: 3 clusters Score -5346806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -5346810.000000 Penalty: 3521.548340
	Iteration 21Q: 3 clusters Score -5346810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -5346817.000000 Penalty: 3521.548340
	Iteration 22Q: 3 clusters Score -5346817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -5346820.500000 Penalty: 3521.548340
	Iteration 23Q: 3 clusters Score -5346820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -5346820.500000 Penalty: 3521.548340
	Iteration 24F: 3 clusters Score -5346820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Entering Unmasked Estep 
Score: -17676142.000000 Penalty: 1955.527222
	Iteration 0F: 2 clusters Score -1.767614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -17578224.000000 Penalty: 3911.054443
	Iteration 0F: 3 clusters Score -1.757822e+07 nChanged 81628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -17626684.000000 Penalty: 3911.054443
	Iteration 1F: 3 clusters Score -1.762668e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -17628458.000000 Penalty: 3911.054443
	Iteration 2Q: 3 clusters Score -1.762846e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -17631572.000000 Penalty: 3911.054443
	Iteration 3Q: 3 clusters Score -1.763157e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -17637304.000000 Penalty: 3911.054443
	Iteration 4F: 3 clusters Score -1.76373e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -17647132.000000 Penalty: 3911.054443
	Iteration 5F: 3 clusters Score -1.764713e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139663 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -17660150.000000 Penalty: 3911.054443
	Iteration 6F: 3 clusters Score -1.766015e+07 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -17668894.000000 Penalty: 3911.054443
	Iteration 7F: 3 clusters Score -1.766889e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -17672342.000000 Penalty: 3911.054443
	Iteration 8Q: 3 clusters Score -1.767234e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -17673852.000000 Penalty: 3911.054443
	Iteration 9Q: 3 clusters Score -1.767385e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -17674270.000000 Penalty: 3911.054443
	Iteration 10Q: 3 clusters Score -1.767427e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17674496.000000 Penalty: 3911.054443
	Iteration 11Q: 3 clusters Score -1.76745e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17674488.000000 Penalty: 3911.054443
	Iteration 12Q: 3 clusters Score -1.767449e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167795 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -17674582.000000 Penalty: 3911.054443
	Iteration 13Q: 3 clusters Score -1.767458e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17674606.000000 Penalty: 3911.054443
	Iteration 14Q: 3 clusters Score -1.767461e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17674590.000000 Penalty: 3911.054443
	Iteration 15Q: 3 clusters Score -1.767459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167999 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17674602.000000 Penalty: 3911.054443
	Iteration 16Q: 3 clusters Score -1.76746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168015 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17674602.000000 Penalty: 3911.054443
	Iteration 17Q: 3 clusters Score -1.76746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17674616.000000 Penalty: 3911.054443
	Iteration 18Q: 3 clusters Score -1.767462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168050 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -17674618.000000 Penalty: 3911.054443
	Iteration 19Q: 3 clusters Score -1.767462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17674616.000000 Penalty: 3911.054443
	Iteration 20F: 3 clusters Score -1.767462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17674642.000000 Penalty: 3911.054443
	Iteration 21Q: 3 clusters Score -1.767464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17674650.000000 Penalty: 3911.054443
	Iteration 22Q: 3 clusters Score -1.767465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168073 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17674638.000000 Penalty: 3911.054443
	Iteration 23Q: 3 clusters Score -1.767464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17674638.000000 Penalty: 3911.054443
	Iteration 24Q: 3 clusters Score -1.767464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17674642.000000 Penalty: 3911.054443
	Iteration 25Q: 3 clusters Score -1.767464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168081 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17674648.000000 Penalty: 3911.054443
	Iteration 26Q: 3 clusters Score -1.767465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168085 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17674648.000000 Penalty: 3911.054443
	Iteration 27Q: 3 clusters Score -1.767465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168085 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17674646.000000 Penalty: 3911.054443
	Iteration 28Q: 3 clusters Score -1.767465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17674642.000000 Penalty: 3911.054443
	Iteration 29Q: 3 clusters Score -1.767464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17674644.000000 Penalty: 3911.054443
	Iteration 30Q: 3 clusters Score -1.767464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17674644.000000 Penalty: 3911.054443
	Iteration 31F: 3 clusters Score -1.767464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -1399451.250000 Penalty: 1557.204956
	Iteration 0F: 2 clusters Score -1399451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1389455.500000 Penalty: 3114.409912
	Iteration 0F: 3 clusters Score -1389456 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1393461.500000 Penalty: 3114.409912
	Iteration 1F: 3 clusters Score -1393462 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1394254.125000 Penalty: 3114.409912
	Iteration 2F: 3 clusters Score -1394254 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1394945.000000 Penalty: 3114.409912
	Iteration 3F: 3 clusters Score -1394945 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1395457.000000 Penalty: 3114.409912
	Iteration 4F: 3 clusters Score -1395457 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1395845.375000 Penalty: 3114.409912
	Iteration 5F: 3 clusters Score -1395845 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1396126.750000 Penalty: 3114.409912
	Iteration 6Q: 3 clusters Score -1396127 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1396339.500000 Penalty: 3114.409912
	Iteration 7Q: 3 clusters Score -1396340 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1396524.250000 Penalty: 3114.409912
	Iteration 8Q: 3 clusters Score -1396524 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1396724.625000 Penalty: 3114.409912
	Iteration 9Q: 3 clusters Score -1396725 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1396921.125000 Penalty: 3114.409912
	Iteration 10Q: 3 clusters Score -1396921 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1397151.875000 Penalty: 3114.409912
	Iteration 11Q: 3 clusters Score -1397152 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1397324.000000 Penalty: 3114.409912
	Iteration 12Q: 3 clusters Score -1397324 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1397450.875000 Penalty: 3114.409912
	Iteration 13Q: 3 clusters Score -1397451 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1397581.625000 Penalty: 3114.409912
	Iteration 14Q: 3 clusters Score -1397582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1397701.125000 Penalty: 3114.409912
	Iteration 15Q: 3 clusters Score -1397701 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1397816.875000 Penalty: 3114.409912
	Iteration 16Q: 3 clusters Score -1397817 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1397901.625000 Penalty: 3114.409912
	Iteration 17Q: 3 clusters Score -1397902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1397981.250000 Penalty: 3114.409912
	Iteration 18Q: 3 clusters Score -1397981 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1398038.000000 Penalty: 3114.409912
	Iteration 19Q: 3 clusters Score -1398038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1398094.875000 Penalty: 3114.409912
	Iteration 20F: 3 clusters Score -1398095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1398132.000000 Penalty: 3114.409912
	Iteration 21Q: 3 clusters Score -1398132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1398176.375000 Penalty: 3114.409912
	Iteration 22Q: 3 clusters Score -1398176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1398214.625000 Penalty: 3114.409912
	Iteration 23Q: 3 clusters Score -1398215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1398248.375000 Penalty: 3114.409912
	Iteration 24Q: 3 clusters Score -1398248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1398268.125000 Penalty: 3114.409912
	Iteration 25Q: 3 clusters Score -1398268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1398285.375000 Penalty: 3114.409912
	Iteration 26Q: 3 clusters Score -1398285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1398303.000000 Penalty: 3114.409912
	Iteration 27Q: 3 clusters Score -1398303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1398323.625000 Penalty: 3114.409912
	Iteration 28Q: 3 clusters Score -1398324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1398338.250000 Penalty: 3114.409912
	Iteration 29Q: 3 clusters Score -1398338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1398346.000000 Penalty: 3114.409912
	Iteration 30Q: 3 clusters Score -1398346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1398353.750000 Penalty: 3114.409912
	Iteration 31Q: 3 clusters Score -1398354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1398362.500000 Penalty: 3114.409912
	Iteration 32Q: 3 clusters Score -1398362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1398372.125000 Penalty: 3114.409912
	Iteration 33Q: 3 clusters Score -1398372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1398377.625000 Penalty: 3114.409912
	Iteration 34Q: 3 clusters Score -1398378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1398384.250000 Penalty: 3114.409912
	Iteration 35Q: 3 clusters Score -1398384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1398397.000000 Penalty: 3114.409912
	Iteration 36Q: 3 clusters Score -1398397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1398408.375000 Penalty: 3114.409912
	Iteration 37Q: 3 clusters Score -1398408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1398418.625000 Penalty: 3114.409912
	Iteration 38Q: 3 clusters Score -1398419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1398432.750000 Penalty: 3114.409912
	Iteration 39Q: 3 clusters Score -1398433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1398444.500000 Penalty: 3114.409912
	Iteration 40F: 3 clusters Score -1398444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1398450.625000 Penalty: 3114.409912
	Iteration 41Q: 3 clusters Score -1398451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1398454.375000 Penalty: 3114.409912
	Iteration 42Q: 3 clusters Score -1398454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1398455.750000 Penalty: 3114.409912
	Iteration 43Q: 3 clusters Score -1398456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1398458.500000 Penalty: 3114.409912
	Iteration 44Q: 3 clusters Score -1398458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1398458.250000 Penalty: 3114.409912
	Iteration 45Q: 3 clusters Score -1398458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1398465.000000 Penalty: 3114.409912
	Iteration 46Q: 3 clusters Score -1398465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1398464.250000 Penalty: 3114.409912
	Iteration 47Q: 3 clusters Score -1398464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1398470.000000 Penalty: 3114.409912
	Iteration 48Q: 3 clusters Score -1398470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1398469.750000 Penalty: 3114.409912
	Iteration 49Q: 3 clusters Score -1398470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1398471.375000 Penalty: 3114.409912
	Iteration 50Q: 3 clusters Score -1398471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1398470.875000 Penalty: 3114.409912
	Iteration 51Q: 3 clusters Score -1398471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1398469.750000 Penalty: 3114.409912
	Iteration 52Q: 3 clusters Score -1398470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1398469.500000 Penalty: 3114.409912
	Iteration 53Q: 3 clusters Score -1398470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1398470.250000 Penalty: 3114.409912
	Iteration 54Q: 3 clusters Score -1398470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1398470.250000 Penalty: 3114.409912
	Iteration 55F: 3 clusters Score -1398470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -358786.687500 Penalty: 1332.278931
	Iteration 0F: 2 clusters Score -358786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -355679.468750 Penalty: 2664.557861
	Iteration 0F: 3 clusters Score -355679.5 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -356624.187500 Penalty: 2664.557861
	Iteration 1F: 3 clusters Score -356624.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -357019.375000 Penalty: 2664.557861
	Iteration 2F: 3 clusters Score -357019.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -357639.031250 Penalty: 2664.557861
	Iteration 3F: 3 clusters Score -357639 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -358333.781250 Penalty: 2664.557861
	Iteration 4F: 3 clusters Score -358333.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -358679.343750 Penalty: 2664.557861
	Iteration 5F: 3 clusters Score -358679.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -358887.312500 Penalty: 2664.557861
	Iteration 6Q: 3 clusters Score -358887.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -359040.812500 Penalty: 2664.557861
	Iteration 7Q: 3 clusters Score -359040.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -359181.531250 Penalty: 2664.557861
	Iteration 8Q: 3 clusters Score -359181.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -359278.781250 Penalty: 2664.557861
	Iteration 9Q: 3 clusters Score -359278.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -359340.562500 Penalty: 2664.557861
	Iteration 10Q: 3 clusters Score -359340.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -359363.218750 Penalty: 2664.557861
	Iteration 11Q: 3 clusters Score -359363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -359369.000000 Penalty: 2664.557861
	Iteration 12Q: 3 clusters Score -359369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -359373.906250 Penalty: 2664.557861
	Iteration 13Q: 3 clusters Score -359373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -359376.187500 Penalty: 2664.557861
	Iteration 14Q: 3 clusters Score -359376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -359377.000000 Penalty: 2664.557861
	Iteration 15Q: 3 clusters Score -359377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -359377.718750 Penalty: 2664.557861
	Iteration 16Q: 3 clusters Score -359377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -359379.031250 Penalty: 2664.557861
	Iteration 17Q: 3 clusters Score -359379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -359379.031250 Penalty: 2664.557861
	Iteration 18F: 3 clusters Score -359379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Mstep: Class 46 contains 926 members 
Entering Unmasked Estep 
Score: -154054608.000000 Penalty: 106475.343750
Splitting cluster 10 changes total score from -154054992.000000 to -154054608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (29862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Entering Unmasked Estep 
Score: -3034790.250000 Penalty: 1674.455566
	Iteration 0F: 2 clusters Score -3034790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3014834.000000 Penalty: 3348.911133
	Iteration 0F: 3 clusters Score -3014834 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3022640.750000 Penalty: 3348.911133
	Iteration 1F: 3 clusters Score -3022641 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3023235.000000 Penalty: 3348.911133
	Iteration 2F: 3 clusters Score -3023235 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3023847.750000 Penalty: 3348.911133
	Iteration 3Q: 3 clusters Score -3023848 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3024471.000000 Penalty: 3348.911133
	Iteration 4Q: 3 clusters Score -3024471 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3025190.500000 Penalty: 3348.911133
	Iteration 5Q: 3 clusters Score -3025190 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3026023.750000 Penalty: 3348.911133
	Iteration 6Q: 3 clusters Score -3026024 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3027022.000000 Penalty: 3348.911133
	Iteration 7F: 3 clusters Score -3027022 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3028268.500000 Penalty: 3348.911133
	Iteration 8F: 3 clusters Score -3028268 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3029587.750000 Penalty: 3348.911133
	Iteration 9F: 3 clusters Score -3029588 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3030828.000000 Penalty: 3348.911133
	Iteration 10Q: 3 clusters Score -3030828 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3031810.750000 Penalty: 3348.911133
	Iteration 11Q: 3 clusters Score -3031811 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3032496.500000 Penalty: 3348.911133
	Iteration 12Q: 3 clusters Score -3032496 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3032946.500000 Penalty: 3348.911133
	Iteration 13Q: 3 clusters Score -3032946 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3033292.500000 Penalty: 3348.911133
	Iteration 14Q: 3 clusters Score -3033292 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3033535.250000 Penalty: 3348.911133
	Iteration 15Q: 3 clusters Score -3033535 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3033691.750000 Penalty: 3348.911133
	Iteration 16Q: 3 clusters Score -3033692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3033790.750000 Penalty: 3348.911133
	Iteration 17Q: 3 clusters Score -3033791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3033856.500000 Penalty: 3348.911133
	Iteration 18Q: 3 clusters Score -3033856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3033889.250000 Penalty: 3348.911133
	Iteration 19Q: 3 clusters Score -3033889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3033922.500000 Penalty: 3348.911133
	Iteration 20F: 3 clusters Score -3033922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3033941.000000 Penalty: 3348.911133
	Iteration 21Q: 3 clusters Score -3033941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3033950.750000 Penalty: 3348.911133
	Iteration 22Q: 3 clusters Score -3033951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3033951.250000 Penalty: 3348.911133
	Iteration 23Q: 3 clusters Score -3033951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3033953.500000 Penalty: 3348.911133
	Iteration 24Q: 3 clusters Score -3033954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3033961.000000 Penalty: 3348.911133
	Iteration 25Q: 3 clusters Score -3033961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3033963.750000 Penalty: 3348.911133
	Iteration 26Q: 3 clusters Score -3033964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3033963.500000 Penalty: 3348.911133
	Iteration 27Q: 3 clusters Score -3033964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3033973.000000 Penalty: 3348.911133
	Iteration 28Q: 3 clusters Score -3033973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3033977.750000 Penalty: 3348.911133
	Iteration 29Q: 3 clusters Score -3033978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3033979.250000 Penalty: 3348.911133
	Iteration 30Q: 3 clusters Score -3033979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3033983.250000 Penalty: 3348.911133
	Iteration 31Q: 3 clusters Score -3033983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3033987.750000 Penalty: 3348.911133
	Iteration 32Q: 3 clusters Score -3033988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3034000.250000 Penalty: 3348.911133
	Iteration 33Q: 3 clusters Score -3034000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3034004.750000 Penalty: 3348.911133
	Iteration 34Q: 3 clusters Score -3034005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3034005.250000 Penalty: 3348.911133
	Iteration 35Q: 3 clusters Score -3034005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3034006.000000 Penalty: 3348.911133
	Iteration 36Q: 3 clusters Score -3034006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3034006.750000 Penalty: 3348.911133
	Iteration 37Q: 3 clusters Score -3034007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3034010.500000 Penalty: 3348.911133
	Iteration 38Q: 3 clusters Score -3034010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3034010.500000 Penalty: 3348.911133
	Iteration 39F: 3 clusters Score -3034010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Entering Unmasked Estep 
Score: -3928388.250000 Penalty: 1712.928101
	Iteration 0F: 2 clusters Score -3928388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3902881.500000 Penalty: 3425.856201
	Iteration 0F: 3 clusters Score -3902882 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3912719.000000 Penalty: 3425.856201
	Iteration 1F: 3 clusters Score -3912719 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3913244.250000 Penalty: 3425.856201
	Iteration 2Q: 3 clusters Score -3913244 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3913834.750000 Penalty: 3425.856201
	Iteration 3Q: 3 clusters Score -3913835 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3914555.500000 Penalty: 3425.856201
	Iteration 4Q: 3 clusters Score -3914556 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3915499.750000 Penalty: 3425.856201
	Iteration 5Q: 3 clusters Score -3915500 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3916923.500000 Penalty: 3425.856201
	Iteration 6F: 3 clusters Score -3916924 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3918843.250000 Penalty: 3425.856201
	Iteration 7F: 3 clusters Score -3918843 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3921127.500000 Penalty: 3425.856201
	Iteration 8F: 3 clusters Score -3921128 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3923161.750000 Penalty: 3425.856201
	Iteration 9F: 3 clusters Score -3923162 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3924378.500000 Penalty: 3425.856201
	Iteration 10Q: 3 clusters Score -3924378 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3925012.250000 Penalty: 3425.856201
	Iteration 11Q: 3 clusters Score -3925012 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3925373.500000 Penalty: 3425.856201
	Iteration 12Q: 3 clusters Score -3925374 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3925585.000000 Penalty: 3425.856201
	Iteration 13Q: 3 clusters Score -3925585 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3925730.750000 Penalty: 3425.856201
	Iteration 14Q: 3 clusters Score -3925731 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3925827.750000 Penalty: 3425.856201
	Iteration 15Q: 3 clusters Score -3925828 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3925887.000000 Penalty: 3425.856201
	Iteration 16Q: 3 clusters Score -3925887 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3925959.750000 Penalty: 3425.856201
	Iteration 17Q: 3 clusters Score -3925960 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3926004.000000 Penalty: 3425.856201
	Iteration 18Q: 3 clusters Score -3926004 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3926061.750000 Penalty: 3425.856201
	Iteration 19Q: 3 clusters Score -3926062 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3926103.000000 Penalty: 3425.856201
	Iteration 20F: 3 clusters Score -3926103 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3926158.500000 Penalty: 3425.856201
	Iteration 21Q: 3 clusters Score -3926158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3926189.500000 Penalty: 3425.856201
	Iteration 22Q: 3 clusters Score -3926190 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3926229.750000 Penalty: 3425.856201
	Iteration 23Q: 3 clusters Score -3926230 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3926257.500000 Penalty: 3425.856201
	Iteration 24Q: 3 clusters Score -3926258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3926301.750000 Penalty: 3425.856201
	Iteration 25Q: 3 clusters Score -3926302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3926328.250000 Penalty: 3425.856201
	Iteration 26Q: 3 clusters Score -3926328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3926366.000000 Penalty: 3425.856201
	Iteration 27Q: 3 clusters Score -3926366 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3926395.000000 Penalty: 3425.856201
	Iteration 28Q: 3 clusters Score -3926395 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -3926410.000000 Penalty: 3425.856201
	Iteration 29Q: 3 clusters Score -3926410 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -3926444.000000 Penalty: 3425.856201
	Iteration 30Q: 3 clusters Score -3926444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3926464.000000 Penalty: 3425.856201
	Iteration 31Q: 3 clusters Score -3926464 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3926470.750000 Penalty: 3425.856201
	Iteration 32Q: 3 clusters Score -3926471 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -3926499.500000 Penalty: 3425.856201
	Iteration 33Q: 3 clusters Score -3926500 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -3926513.000000 Penalty: 3425.856201
	Iteration 34Q: 3 clusters Score -3926513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3926517.250000 Penalty: 3425.856201
	Iteration 35Q: 3 clusters Score -3926517 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3926536.000000 Penalty: 3425.856201
	Iteration 36Q: 3 clusters Score -3926536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3926544.000000 Penalty: 3425.856201
	Iteration 37Q: 3 clusters Score -3926544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3926558.250000 Penalty: 3425.856201
	Iteration 38Q: 3 clusters Score -3926558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3926575.500000 Penalty: 3425.856201
	Iteration 39Q: 3 clusters Score -3926576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3926584.250000 Penalty: 3425.856201
	Iteration 40F: 3 clusters Score -3926584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3926599.500000 Penalty: 3425.856201
	Iteration 41Q: 3 clusters Score -3926600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3926608.250000 Penalty: 3425.856201
	Iteration 42Q: 3 clusters Score -3926608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3926629.500000 Penalty: 3425.856201
	Iteration 43Q: 3 clusters Score -3926630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -3926646.500000 Penalty: 3425.856201
	Iteration 44Q: 3 clusters Score -3926646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3926650.750000 Penalty: 3425.856201
	Iteration 45Q: 3 clusters Score -3926651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -3926660.500000 Penalty: 3425.856201
	Iteration 46Q: 3 clusters Score -3926660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3926688.000000 Penalty: 3425.856201
	Iteration 47Q: 3 clusters Score -3926688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -3926701.250000 Penalty: 3425.856201
	Iteration 48Q: 3 clusters Score -3926701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -3926718.000000 Penalty: 3425.856201
	Iteration 49Q: 3 clusters Score -3926718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3926735.500000 Penalty: 3425.856201
	Iteration 50Q: 3 clusters Score -3926736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -3926746.000000 Penalty: 3425.856201
	Iteration 51Q: 3 clusters Score -3926746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3926756.750000 Penalty: 3425.856201
	Iteration 52Q: 3 clusters Score -3926757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3926753.000000 Penalty: 3425.856201
	Iteration 53Q: 3 clusters Score -3926753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -3926764.000000 Penalty: 3425.856201
	Iteration 54Q: 3 clusters Score -3926764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -3926777.000000 Penalty: 3425.856201
	Iteration 55Q: 3 clusters Score -3926777 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -3926778.750000 Penalty: 3425.856201
	Iteration 56Q: 3 clusters Score -3926779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -3926790.000000 Penalty: 3425.856201
	Iteration 57Q: 3 clusters Score -3926790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3926796.500000 Penalty: 3425.856201
	Iteration 58Q: 3 clusters Score -3926796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -3926803.500000 Penalty: 3425.856201
	Iteration 59Q: 3 clusters Score -3926804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3926803.500000 Penalty: 3425.856201
	Iteration 60F: 3 clusters Score -3926804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3926808.750000 Penalty: 3425.856201
	Iteration 61Q: 3 clusters Score -3926809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3926810.500000 Penalty: 3425.856201
	Iteration 62Q: 3 clusters Score -3926810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3926802.750000 Penalty: 3425.856201
	Iteration 63Q: 3 clusters Score -3926803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3926804.750000 Penalty: 3425.856201
	Iteration 64Q: 3 clusters Score -3926805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -3926810.500000 Penalty: 3425.856201
	Iteration 65Q: 3 clusters Score -3926810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3926814.000000 Penalty: 3425.856201
	Iteration 66Q: 3 clusters Score -3926814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -3926823.500000 Penalty: 3425.856201
	Iteration 67Q: 3 clusters Score -3926824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3926818.250000 Penalty: 3425.856201
	Iteration 68Q: 3 clusters Score -3926818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -3926822.500000 Penalty: 3425.856201
	Iteration 69Q: 3 clusters Score -3926822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3926820.250000 Penalty: 3425.856201
	Iteration 70Q: 3 clusters Score -3926820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -3926821.000000 Penalty: 3425.856201
	Iteration 71Q: 3 clusters Score -3926821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3926829.250000 Penalty: 3425.856201
	Iteration 72Q: 3 clusters Score -3926829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3926827.750000 Penalty: 3425.856201
	Iteration 73Q: 3 clusters Score -3926828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3926832.250000 Penalty: 3425.856201
	Iteration 74Q: 3 clusters Score -3926832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3926828.500000 Penalty: 3425.856201
	Iteration 75Q: 3 clusters Score -3926828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3926828.500000 Penalty: 3425.856201
	Iteration 76Q: 3 clusters Score -3926828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3926831.000000 Penalty: 3425.856201
	Iteration 77Q: 3 clusters Score -3926831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3926838.250000 Penalty: 3425.856201
	Iteration 78Q: 3 clusters Score -3926838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -3926837.250000 Penalty: 3425.856201
	Iteration 79Q: 3 clusters Score -3926837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -3926839.250000 Penalty: 3425.856201
	Iteration 80F: 3 clusters Score -3926839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -3926846.000000 Penalty: 3425.856201
	Iteration 81Q: 3 clusters Score -3926846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -3926843.000000 Penalty: 3425.856201
	Iteration 82Q: 3 clusters Score -3926843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -3926851.000000 Penalty: 3425.856201
	Iteration 83Q: 3 clusters Score -3926851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3926849.000000 Penalty: 3425.856201
	Iteration 84Q: 3 clusters Score -3926849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -3926856.250000 Penalty: 3425.856201
	Iteration 85Q: 3 clusters Score -3926856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -3926860.000000 Penalty: 3425.856201
	Iteration 86Q: 3 clusters Score -3926860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -3926850.500000 Penalty: 3425.856201
	Iteration 87Q: 3 clusters Score -3926850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3926855.250000 Penalty: 3425.856201
	Iteration 88Q: 3 clusters Score -3926855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -3926859.250000 Penalty: 3425.856201
	Iteration 89Q: 3 clusters Score -3926859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -3926851.000000 Penalty: 3425.856201
	Iteration 90Q: 3 clusters Score -3926851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -3926849.250000 Penalty: 3425.856201
	Iteration 91Q: 3 clusters Score -3926849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3926846.500000 Penalty: 3425.856201
	Iteration 92Q: 3 clusters Score -3926846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3926851.750000 Penalty: 3425.856201
	Iteration 93Q: 3 clusters Score -3926852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -3926849.750000 Penalty: 3425.856201
	Iteration 94Q: 3 clusters Score -3926850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -3926853.000000 Penalty: 3425.856201
	Iteration 95Q: 3 clusters Score -3926853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -3926853.500000 Penalty: 3425.856201
	Iteration 96Q: 3 clusters Score -3926854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3926851.000000 Penalty: 3425.856201
	Iteration 97Q: 3 clusters Score -3926851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3926852.750000 Penalty: 3425.856201
	Iteration 98Q: 3 clusters Score -3926853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -3926852.500000 Penalty: 3425.856201
	Iteration 99Q: 3 clusters Score -3926852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3926857.750000 Penalty: 3425.856201
	Iteration 100F: 3 clusters Score -3926858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3926853.750000 Penalty: 3425.856201
	Iteration 101Q: 3 clusters Score -3926854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3926856.000000 Penalty: 3425.856201
	Iteration 102Q: 3 clusters Score -3926856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3926861.750000 Penalty: 3425.856201
	Iteration 103Q: 3 clusters Score -3926862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3926859.750000 Penalty: 3425.856201
	Iteration 104Q: 3 clusters Score -3926860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -3926864.250000 Penalty: 3425.856201
	Iteration 105Q: 3 clusters Score -3926864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -3926865.500000 Penalty: 3425.856201
	Iteration 106Q: 3 clusters Score -3926866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -3926862.250000 Penalty: 3425.856201
	Iteration 107Q: 3 clusters Score -3926862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3926869.500000 Penalty: 3425.856201
	Iteration 108Q: 3 clusters Score -3926870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -3926871.250000 Penalty: 3425.856201
	Iteration 109Q: 3 clusters Score -3926871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -3926874.250000 Penalty: 3425.856201
	Iteration 110Q: 3 clusters Score -3926874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -3926886.000000 Penalty: 3425.856201
	Iteration 111Q: 3 clusters Score -3926886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -3926894.250000 Penalty: 3425.856201
	Iteration 112Q: 3 clusters Score -3926894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3926892.500000 Penalty: 3425.856201
	Iteration 113Q: 3 clusters Score -3926892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3926897.500000 Penalty: 3425.856201
	Iteration 114Q: 3 clusters Score -3926898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -3926902.500000 Penalty: 3425.856201
	Iteration 115Q: 3 clusters Score -3926902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3926902.500000 Penalty: 3425.856201
	Iteration 116Q: 3 clusters Score -3926902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3926905.000000 Penalty: 3425.856201
	Iteration 117Q: 3 clusters Score -3926905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -3926905.750000 Penalty: 3425.856201
	Iteration 118Q: 3 clusters Score -3926906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -3926904.250000 Penalty: 3425.856201
	Iteration 119Q: 3 clusters Score -3926904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -3926903.000000 Penalty: 3425.856201
	Iteration 120F: 3 clusters Score -3926903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3926903.750000 Penalty: 3425.856201
	Iteration 121Q: 3 clusters Score -3926904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3926904.250000 Penalty: 3425.856201
	Iteration 122Q: 3 clusters Score -3926904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3926904.250000 Penalty: 3425.856201
	Iteration 123F: 3 clusters Score -3926904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -742191.750000 Penalty: 1447.355103
	Iteration 0F: 2 clusters Score -742191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -736650.750000 Penalty: 2894.710205
	Iteration 0F: 3 clusters Score -736650.8 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -738367.437500 Penalty: 2894.710205
	Iteration 1F: 3 clusters Score -738367.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -738660.312500 Penalty: 2894.710205
	Iteration 2F: 3 clusters Score -738660.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -738910.000000 Penalty: 2894.710205
	Iteration 3F: 3 clusters Score -738910 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -739149.375000 Penalty: 2894.710205
	Iteration 4F: 3 clusters Score -739149.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -739361.562500 Penalty: 2894.710205
	Iteration 5Q: 3 clusters Score -739361.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -739614.187500 Penalty: 2894.710205
	Iteration 6Q: 3 clusters Score -739614.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -739959.312500 Penalty: 2894.710205
	Iteration 7F: 3 clusters Score -739959.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -740324.437500 Penalty: 2894.710205
	Iteration 8F: 3 clusters Score -740324.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -740629.437500 Penalty: 2894.710205
	Iteration 9F: 3 clusters Score -740629.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -740847.687500 Penalty: 2894.710205
	Iteration 10Q: 3 clusters Score -740847.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -740977.750000 Penalty: 2894.710205
	Iteration 11Q: 3 clusters Score -740977.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -741048.812500 Penalty: 2894.710205
	Iteration 12Q: 3 clusters Score -741048.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -741091.312500 Penalty: 2894.710205
	Iteration 13Q: 3 clusters Score -741091.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -741122.875000 Penalty: 2894.710205
	Iteration 14Q: 3 clusters Score -741122.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -741148.750000 Penalty: 2894.710205
	Iteration 15Q: 3 clusters Score -741148.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -741178.562500 Penalty: 2894.710205
	Iteration 16Q: 3 clusters Score -741178.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -741198.375000 Penalty: 2894.710205
	Iteration 17Q: 3 clusters Score -741198.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -741213.437500 Penalty: 2894.710205
	Iteration 18Q: 3 clusters Score -741213.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -741228.937500 Penalty: 2894.710205
	Iteration 19Q: 3 clusters Score -741228.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -741239.812500 Penalty: 2894.710205
	Iteration 20F: 3 clusters Score -741239.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -741250.687500 Penalty: 2894.710205
	Iteration 21Q: 3 clusters Score -741250.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -741257.937500 Penalty: 2894.710205
	Iteration 22Q: 3 clusters Score -741257.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -741267.375000 Penalty: 2894.710205
	Iteration 23Q: 3 clusters Score -741267.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -741278.125000 Penalty: 2894.710205
	Iteration 24Q: 3 clusters Score -741278.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -741286.000000 Penalty: 2894.710205
	Iteration 25Q: 3 clusters Score -741286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -741293.812500 Penalty: 2894.710205
	Iteration 26Q: 3 clusters Score -741293.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -741305.187500 Penalty: 2894.710205
	Iteration 27Q: 3 clusters Score -741305.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -741314.000000 Penalty: 2894.710205
	Iteration 28Q: 3 clusters Score -741314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -741323.187500 Penalty: 2894.710205
	Iteration 29Q: 3 clusters Score -741323.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -741332.250000 Penalty: 2894.710205
	Iteration 30Q: 3 clusters Score -741332.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -741338.937500 Penalty: 2894.710205
	Iteration 31Q: 3 clusters Score -741338.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -741341.500000 Penalty: 2894.710205
	Iteration 32Q: 3 clusters Score -741341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -741345.250000 Penalty: 2894.710205
	Iteration 33Q: 3 clusters Score -741345.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -741347.250000 Penalty: 2894.710205
	Iteration 34Q: 3 clusters Score -741347.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -741348.437500 Penalty: 2894.710205
	Iteration 35Q: 3 clusters Score -741348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -741351.000000 Penalty: 2894.710205
	Iteration 36Q: 3 clusters Score -741351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -741353.000000 Penalty: 2894.710205
	Iteration 37Q: 3 clusters Score -741353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -741354.562500 Penalty: 2894.710205
	Iteration 38Q: 3 clusters Score -741354.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -741359.062500 Penalty: 2894.710205
	Iteration 39Q: 3 clusters Score -741359.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -741359.125000 Penalty: 2894.710205
	Iteration 40F: 3 clusters Score -741359.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -741361.437500 Penalty: 2894.710205
	Iteration 41Q: 3 clusters Score -741361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -741360.687500 Penalty: 2894.710205
	Iteration 42Q: 3 clusters Score -741360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -741361.812500 Penalty: 2894.710205
	Iteration 43Q: 3 clusters Score -741361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -741363.312500 Penalty: 2894.710205
	Iteration 44Q: 3 clusters Score -741363.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -741365.375000 Penalty: 2894.710205
	Iteration 45Q: 3 clusters Score -741365.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -741368.000000 Penalty: 2894.710205
	Iteration 46Q: 3 clusters Score -741368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -741370.687500 Penalty: 2894.710205
	Iteration 47Q: 3 clusters Score -741370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -741370.812500 Penalty: 2894.710205
	Iteration 48Q: 3 clusters Score -741370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -741373.625000 Penalty: 2894.710205
	Iteration 49Q: 3 clusters Score -741373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -741374.375000 Penalty: 2894.710205
	Iteration 50Q: 3 clusters Score -741374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -741376.687500 Penalty: 2894.710205
	Iteration 51Q: 3 clusters Score -741376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -741377.062500 Penalty: 2894.710205
	Iteration 52Q: 3 clusters Score -741377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -741378.312500 Penalty: 2894.710205
	Iteration 53Q: 3 clusters Score -741378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -741379.562500 Penalty: 2894.710205
	Iteration 54Q: 3 clusters Score -741379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -741379.812500 Penalty: 2894.710205
	Iteration 55Q: 3 clusters Score -741379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -741380.062500 Penalty: 2894.710205
	Iteration 56Q: 3 clusters Score -741380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -741380.812500 Penalty: 2894.710205
	Iteration 57Q: 3 clusters Score -741380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -741379.437500 Penalty: 2894.710205
	Iteration 58Q: 3 clusters Score -741379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -741379.437500 Penalty: 2894.710205
	Iteration 59F: 3 clusters Score -741379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Entering Unmasked Estep 
Score: -1148396.000000 Penalty: 1512.168213
	Iteration 0F: 2 clusters Score -1148396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1140672.750000 Penalty: 3024.336426
	Iteration 0F: 3 clusters Score -1140673 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1143189.125000 Penalty: 3024.336426
	Iteration 1F: 3 clusters Score -1143189 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1143525.125000 Penalty: 3024.336426
	Iteration 2F: 3 clusters Score -1143525 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1143774.250000 Penalty: 3024.336426
	Iteration 3F: 3 clusters Score -1143774 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1144015.125000 Penalty: 3024.336426
	Iteration 4Q: 3 clusters Score -1144015 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1144297.500000 Penalty: 3024.336426
	Iteration 5Q: 3 clusters Score -1144298 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1144605.375000 Penalty: 3024.336426
	Iteration 6Q: 3 clusters Score -1144605 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1144958.625000 Penalty: 3024.336426
	Iteration 7Q: 3 clusters Score -1144959 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1145296.125000 Penalty: 3024.336426
	Iteration 8Q: 3 clusters Score -1145296 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1145648.000000 Penalty: 3024.336426
	Iteration 9Q: 3 clusters Score -1145648 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1145956.750000 Penalty: 3024.336426
	Iteration 10Q: 3 clusters Score -1145957 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1146211.250000 Penalty: 3024.336426
	Iteration 11Q: 3 clusters Score -1146211 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1146411.625000 Penalty: 3024.336426
	Iteration 12Q: 3 clusters Score -1146412 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1146548.125000 Penalty: 3024.336426
	Iteration 13Q: 3 clusters Score -1146548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1146624.625000 Penalty: 3024.336426
	Iteration 14Q: 3 clusters Score -1146625 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1146675.375000 Penalty: 3024.336426
	Iteration 15Q: 3 clusters Score -1146675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1146710.375000 Penalty: 3024.336426
	Iteration 16Q: 3 clusters Score -1146710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1146741.250000 Penalty: 3024.336426
	Iteration 17Q: 3 clusters Score -1146741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1146778.500000 Penalty: 3024.336426
	Iteration 18Q: 3 clusters Score -1146778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1146811.125000 Penalty: 3024.336426
	Iteration 19Q: 3 clusters Score -1146811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1146837.750000 Penalty: 3024.336426
	Iteration 20F: 3 clusters Score -1146838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1146856.875000 Penalty: 3024.336426
	Iteration 21Q: 3 clusters Score -1146857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1146882.750000 Penalty: 3024.336426
	Iteration 22Q: 3 clusters Score -1146883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1146910.125000 Penalty: 3024.336426
	Iteration 23Q: 3 clusters Score -1146910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1146937.250000 Penalty: 3024.336426
	Iteration 24Q: 3 clusters Score -1146937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1146956.500000 Penalty: 3024.336426
	Iteration 25Q: 3 clusters Score -1146956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1146978.625000 Penalty: 3024.336426
	Iteration 26Q: 3 clusters Score -1146979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1146999.500000 Penalty: 3024.336426
	Iteration 27Q: 3 clusters Score -1147000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1147017.125000 Penalty: 3024.336426
	Iteration 28Q: 3 clusters Score -1147017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1147032.625000 Penalty: 3024.336426
	Iteration 29Q: 3 clusters Score -1147033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1147048.750000 Penalty: 3024.336426
	Iteration 30Q: 3 clusters Score -1147049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1147058.250000 Penalty: 3024.336426
	Iteration 31Q: 3 clusters Score -1147058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1147068.375000 Penalty: 3024.336426
	Iteration 32Q: 3 clusters Score -1147068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1147075.750000 Penalty: 3024.336426
	Iteration 33Q: 3 clusters Score -1147076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1147080.875000 Penalty: 3024.336426
	Iteration 34Q: 3 clusters Score -1147081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1147088.875000 Penalty: 3024.336426
	Iteration 35Q: 3 clusters Score -1147089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1147093.750000 Penalty: 3024.336426
	Iteration 36Q: 3 clusters Score -1147094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1147099.500000 Penalty: 3024.336426
	Iteration 37Q: 3 clusters Score -1147100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1147104.625000 Penalty: 3024.336426
	Iteration 38Q: 3 clusters Score -1147105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1147110.000000 Penalty: 3024.336426
	Iteration 39Q: 3 clusters Score -1147110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1147116.750000 Penalty: 3024.336426
	Iteration 40F: 3 clusters Score -1147117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1147121.375000 Penalty: 3024.336426
	Iteration 41Q: 3 clusters Score -1147121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1147126.250000 Penalty: 3024.336426
	Iteration 42Q: 3 clusters Score -1147126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1147130.625000 Penalty: 3024.336426
	Iteration 43Q: 3 clusters Score -1147131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1147134.875000 Penalty: 3024.336426
	Iteration 44Q: 3 clusters Score -1147135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1147137.250000 Penalty: 3024.336426
	Iteration 45Q: 3 clusters Score -1147137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1147140.125000 Penalty: 3024.336426
	Iteration 46Q: 3 clusters Score -1147140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1147141.875000 Penalty: 3024.336426
	Iteration 47Q: 3 clusters Score -1147142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1147144.250000 Penalty: 3024.336426
	Iteration 48Q: 3 clusters Score -1147144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1147148.875000 Penalty: 3024.336426
	Iteration 49Q: 3 clusters Score -1147149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1147153.250000 Penalty: 3024.336426
	Iteration 50Q: 3 clusters Score -1147153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1147157.375000 Penalty: 3024.336426
	Iteration 51Q: 3 clusters Score -1147157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1147160.000000 Penalty: 3024.336426
	Iteration 52Q: 3 clusters Score -1147160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1147165.125000 Penalty: 3024.336426
	Iteration 53Q: 3 clusters Score -1147165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1147169.750000 Penalty: 3024.336426
	Iteration 54Q: 3 clusters Score -1147170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1147169.000000 Penalty: 3024.336426
	Iteration 55Q: 3 clusters Score -1147169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1147172.250000 Penalty: 3024.336426
	Iteration 56Q: 3 clusters Score -1147172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1147173.250000 Penalty: 3024.336426
	Iteration 57Q: 3 clusters Score -1147173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1147173.250000 Penalty: 3024.336426
	Iteration 58F: 3 clusters Score -1147173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Entering Unmasked Estep 
Score: -3136672.000000 Penalty: 1690.377319
	Iteration 0F: 2 clusters Score -3136672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3114592.250000 Penalty: 3380.754639
	Iteration 0F: 3 clusters Score -3114592 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3123468.750000 Penalty: 3380.754639
	Iteration 1F: 3 clusters Score -3123469 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3124358.250000 Penalty: 3380.754639
	Iteration 2F: 3 clusters Score -3124358 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3125208.250000 Penalty: 3380.754639
	Iteration 3F: 3 clusters Score -3125208 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3126105.750000 Penalty: 3380.754639
	Iteration 4F: 3 clusters Score -3126106 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3126915.250000 Penalty: 3380.754639
	Iteration 5F: 3 clusters Score -3126915 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3127752.000000 Penalty: 3380.754639
	Iteration 6F: 3 clusters Score -3127752 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3128625.250000 Penalty: 3380.754639
	Iteration 7Q: 3 clusters Score -3128625 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3129391.750000 Penalty: 3380.754639
	Iteration 8Q: 3 clusters Score -3129392 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3130020.250000 Penalty: 3380.754639
	Iteration 9Q: 3 clusters Score -3130020 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3130503.000000 Penalty: 3380.754639
	Iteration 10Q: 3 clusters Score -3130503 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3130864.500000 Penalty: 3380.754639
	Iteration 11Q: 3 clusters Score -3130864 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3131086.250000 Penalty: 3380.754639
	Iteration 12Q: 3 clusters Score -3131086 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3131213.250000 Penalty: 3380.754639
	Iteration 13Q: 3 clusters Score -3131213 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3131306.500000 Penalty: 3380.754639
	Iteration 14Q: 3 clusters Score -3131306 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3131376.750000 Penalty: 3380.754639
	Iteration 15Q: 3 clusters Score -3131377 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3131407.750000 Penalty: 3380.754639
	Iteration 16Q: 3 clusters Score -3131408 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3131429.250000 Penalty: 3380.754639
	Iteration 17Q: 3 clusters Score -3131429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3131446.750000 Penalty: 3380.754639
	Iteration 18Q: 3 clusters Score -3131447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3131463.250000 Penalty: 3380.754639
	Iteration 19Q: 3 clusters Score -3131463 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3131456.500000 Penalty: 3380.754639
	Iteration 20F: 3 clusters Score -3131456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3131476.750000 Penalty: 3380.754639
	Iteration 21Q: 3 clusters Score -3131477 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3131496.250000 Penalty: 3380.754639
	Iteration 22Q: 3 clusters Score -3131496 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3131507.500000 Penalty: 3380.754639
	Iteration 23Q: 3 clusters Score -3131508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3131522.500000 Penalty: 3380.754639
	Iteration 24Q: 3 clusters Score -3131522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3131533.750000 Penalty: 3380.754639
	Iteration 25Q: 3 clusters Score -3131534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3131541.500000 Penalty: 3380.754639
	Iteration 26Q: 3 clusters Score -3131542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3131562.500000 Penalty: 3380.754639
	Iteration 27Q: 3 clusters Score -3131562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3131564.000000 Penalty: 3380.754639
	Iteration 28Q: 3 clusters Score -3131564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3131561.500000 Penalty: 3380.754639
	Iteration 29Q: 3 clusters Score -3131562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3131586.250000 Penalty: 3380.754639
	Iteration 30Q: 3 clusters Score -3131586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3131607.500000 Penalty: 3380.754639
	Iteration 31Q: 3 clusters Score -3131608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3131628.500000 Penalty: 3380.754639
	Iteration 32Q: 3 clusters Score -3131628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3131631.250000 Penalty: 3380.754639
	Iteration 33Q: 3 clusters Score -3131631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3131646.500000 Penalty: 3380.754639
	Iteration 34Q: 3 clusters Score -3131646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3131662.500000 Penalty: 3380.754639
	Iteration 35Q: 3 clusters Score -3131662 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3131674.750000 Penalty: 3380.754639
	Iteration 36Q: 3 clusters Score -3131675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3131675.500000 Penalty: 3380.754639
	Iteration 37Q: 3 clusters Score -3131676 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3131703.000000 Penalty: 3380.754639
	Iteration 38Q: 3 clusters Score -3131703 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3131728.500000 Penalty: 3380.754639
	Iteration 39Q: 3 clusters Score -3131728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3131766.000000 Penalty: 3380.754639
	Iteration 40F: 3 clusters Score -3131766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3131789.750000 Penalty: 3380.754639
	Iteration 41Q: 3 clusters Score -3131790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3131815.750000 Penalty: 3380.754639
	Iteration 42Q: 3 clusters Score -3131816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3131851.000000 Penalty: 3380.754639
	Iteration 43Q: 3 clusters Score -3131851 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3131873.500000 Penalty: 3380.754639
	Iteration 44Q: 3 clusters Score -3131874 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3131909.750000 Penalty: 3380.754639
	Iteration 45Q: 3 clusters Score -3131910 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3131938.000000 Penalty: 3380.754639
	Iteration 46Q: 3 clusters Score -3131938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3131959.250000 Penalty: 3380.754639
	Iteration 47Q: 3 clusters Score -3131959 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3131991.750000 Penalty: 3380.754639
	Iteration 48Q: 3 clusters Score -3131992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3132011.750000 Penalty: 3380.754639
	Iteration 49Q: 3 clusters Score -3132012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3132023.000000 Penalty: 3380.754639
	Iteration 50Q: 3 clusters Score -3132023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3132047.000000 Penalty: 3380.754639
	Iteration 51Q: 3 clusters Score -3132047 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3132056.000000 Penalty: 3380.754639
	Iteration 52Q: 3 clusters Score -3132056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3132084.000000 Penalty: 3380.754639
	Iteration 53Q: 3 clusters Score -3132084 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3132109.250000 Penalty: 3380.754639
	Iteration 54Q: 3 clusters Score -3132109 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3132137.500000 Penalty: 3380.754639
	Iteration 55Q: 3 clusters Score -3132138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3132157.500000 Penalty: 3380.754639
	Iteration 56Q: 3 clusters Score -3132158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3132174.000000 Penalty: 3380.754639
	Iteration 57Q: 3 clusters Score -3132174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3132196.750000 Penalty: 3380.754639
	Iteration 58Q: 3 clusters Score -3132197 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3132204.500000 Penalty: 3380.754639
	Iteration 59Q: 3 clusters Score -3132204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3132224.000000 Penalty: 3380.754639
	Iteration 60F: 3 clusters Score -3132224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3132266.000000 Penalty: 3380.754639
	Iteration 61Q: 3 clusters Score -3132266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3132286.250000 Penalty: 3380.754639
	Iteration 62Q: 3 clusters Score -3132286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3132316.500000 Penalty: 3380.754639
	Iteration 63Q: 3 clusters Score -3132316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3132347.750000 Penalty: 3380.754639
	Iteration 64Q: 3 clusters Score -3132348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3132376.750000 Penalty: 3380.754639
	Iteration 65Q: 3 clusters Score -3132377 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3132391.000000 Penalty: 3380.754639
	Iteration 66Q: 3 clusters Score -3132391 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3132431.000000 Penalty: 3380.754639
	Iteration 67Q: 3 clusters Score -3132431 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3132457.250000 Penalty: 3380.754639
	Iteration 68Q: 3 clusters Score -3132457 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3132484.500000 Penalty: 3380.754639
	Iteration 69Q: 3 clusters Score -3132484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3132501.250000 Penalty: 3380.754639
	Iteration 70Q: 3 clusters Score -3132501 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3132543.500000 Penalty: 3380.754639
	Iteration 71Q: 3 clusters Score -3132544 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3132569.000000 Penalty: 3380.754639
	Iteration 72Q: 3 clusters Score -3132569 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3132592.500000 Penalty: 3380.754639
	Iteration 73Q: 3 clusters Score -3132592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3132617.000000 Penalty: 3380.754639
	Iteration 74Q: 3 clusters Score -3132617 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3132670.000000 Penalty: 3380.754639
	Iteration 75Q: 3 clusters Score -3132670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3132718.750000 Penalty: 3380.754639
	Iteration 76Q: 3 clusters Score -3132719 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3132752.750000 Penalty: 3380.754639
	Iteration 77Q: 3 clusters Score -3132753 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3132810.750000 Penalty: 3380.754639
	Iteration 78Q: 3 clusters Score -3132811 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3132858.250000 Penalty: 3380.754639
	Iteration 79Q: 3 clusters Score -3132858 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3132903.250000 Penalty: 3380.754639
	Iteration 80F: 3 clusters Score -3132903 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3132962.000000 Penalty: 3380.754639
	Iteration 81Q: 3 clusters Score -3132962 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3132999.500000 Penalty: 3380.754639
	Iteration 82Q: 3 clusters Score -3133000 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3133075.250000 Penalty: 3380.754639
	Iteration 83Q: 3 clusters Score -3133075 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3133132.000000 Penalty: 3380.754639
	Iteration 84Q: 3 clusters Score -3133132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3133185.250000 Penalty: 3380.754639
	Iteration 85Q: 3 clusters Score -3133185 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3133248.750000 Penalty: 3380.754639
	Iteration 86Q: 3 clusters Score -3133249 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3133317.750000 Penalty: 3380.754639
	Iteration 87Q: 3 clusters Score -3133318 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3133378.250000 Penalty: 3380.754639
	Iteration 88Q: 3 clusters Score -3133378 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3133449.000000 Penalty: 3380.754639
	Iteration 89Q: 3 clusters Score -3133449 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3133531.500000 Penalty: 3380.754639
	Iteration 90Q: 3 clusters Score -3133532 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3133600.250000 Penalty: 3380.754639
	Iteration 91Q: 3 clusters Score -3133600 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3133688.750000 Penalty: 3380.754639
	Iteration 92Q: 3 clusters Score -3133689 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3133770.000000 Penalty: 3380.754639
	Iteration 93Q: 3 clusters Score -3133770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3133853.250000 Penalty: 3380.754639
	Iteration 94Q: 3 clusters Score -3133853 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3133910.500000 Penalty: 3380.754639
	Iteration 95Q: 3 clusters Score -3133910 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3133977.500000 Penalty: 3380.754639
	Iteration 96Q: 3 clusters Score -3133978 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3134027.000000 Penalty: 3380.754639
	Iteration 97Q: 3 clusters Score -3134027 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3134079.500000 Penalty: 3380.754639
	Iteration 98Q: 3 clusters Score -3134080 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3134122.000000 Penalty: 3380.754639
	Iteration 99Q: 3 clusters Score -3134122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3134159.500000 Penalty: 3380.754639
	Iteration 100F: 3 clusters Score -3134160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3134204.000000 Penalty: 3380.754639
	Iteration 101Q: 3 clusters Score -3134204 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3134269.500000 Penalty: 3380.754639
	Iteration 102Q: 3 clusters Score -3134270 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3134329.250000 Penalty: 3380.754639
	Iteration 103Q: 3 clusters Score -3134329 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3134404.500000 Penalty: 3380.754639
	Iteration 104Q: 3 clusters Score -3134404 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3134478.000000 Penalty: 3380.754639
	Iteration 105Q: 3 clusters Score -3134478 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3134575.750000 Penalty: 3380.754639
	Iteration 106Q: 3 clusters Score -3134576 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3134625.500000 Penalty: 3380.754639
	Iteration 107Q: 3 clusters Score -3134626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3134701.500000 Penalty: 3380.754639
	Iteration 108Q: 3 clusters Score -3134702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3134777.250000 Penalty: 3380.754639
	Iteration 109Q: 3 clusters Score -3134777 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3134853.250000 Penalty: 3380.754639
	Iteration 110Q: 3 clusters Score -3134853 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3134926.500000 Penalty: 3380.754639
	Iteration 111Q: 3 clusters Score -3134926 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3134988.000000 Penalty: 3380.754639
	Iteration 112Q: 3 clusters Score -3134988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3135057.750000 Penalty: 3380.754639
	Iteration 113Q: 3 clusters Score -3135058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3135102.000000 Penalty: 3380.754639
	Iteration 114Q: 3 clusters Score -3135102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3135140.500000 Penalty: 3380.754639
	Iteration 115Q: 3 clusters Score -3135140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3135185.000000 Penalty: 3380.754639
	Iteration 116Q: 3 clusters Score -3135185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3135221.000000 Penalty: 3380.754639
	Iteration 117Q: 3 clusters Score -3135221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3135239.250000 Penalty: 3380.754639
	Iteration 118Q: 3 clusters Score -3135239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3135254.000000 Penalty: 3380.754639
	Iteration 119Q: 3 clusters Score -3135254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3135274.250000 Penalty: 3380.754639
	Iteration 120F: 3 clusters Score -3135274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3135294.750000 Penalty: 3380.754639
	Iteration 121Q: 3 clusters Score -3135295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3135302.250000 Penalty: 3380.754639
	Iteration 122Q: 3 clusters Score -3135302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3135317.500000 Penalty: 3380.754639
	Iteration 123Q: 3 clusters Score -3135318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3135331.750000 Penalty: 3380.754639
	Iteration 124Q: 3 clusters Score -3135332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3135345.750000 Penalty: 3380.754639
	Iteration 125Q: 3 clusters Score -3135346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3135366.500000 Penalty: 3380.754639
	Iteration 126Q: 3 clusters Score -3135366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3135377.250000 Penalty: 3380.754639
	Iteration 127Q: 3 clusters Score -3135377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3135392.750000 Penalty: 3380.754639
	Iteration 128Q: 3 clusters Score -3135393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3135394.500000 Penalty: 3380.754639
	Iteration 129Q: 3 clusters Score -3135394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3135405.000000 Penalty: 3380.754639
	Iteration 130Q: 3 clusters Score -3135405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3135411.000000 Penalty: 3380.754639
	Iteration 131Q: 3 clusters Score -3135411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3135414.250000 Penalty: 3380.754639
	Iteration 132Q: 3 clusters Score -3135414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3135421.000000 Penalty: 3380.754639
	Iteration 133Q: 3 clusters Score -3135421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3135425.500000 Penalty: 3380.754639
	Iteration 134Q: 3 clusters Score -3135426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3135436.750000 Penalty: 3380.754639
	Iteration 135Q: 3 clusters Score -3135437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3135438.250000 Penalty: 3380.754639
	Iteration 136Q: 3 clusters Score -3135438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3135442.750000 Penalty: 3380.754639
	Iteration 137Q: 3 clusters Score -3135443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3135446.000000 Penalty: 3380.754639
	Iteration 138Q: 3 clusters Score -3135446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3135448.750000 Penalty: 3380.754639
	Iteration 139Q: 3 clusters Score -3135449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3135450.250000 Penalty: 3380.754639
	Iteration 140F: 3 clusters Score -3135450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3135456.500000 Penalty: 3380.754639
	Iteration 141Q: 3 clusters Score -3135456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3135458.750000 Penalty: 3380.754639
	Iteration 142Q: 3 clusters Score -3135459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3135460.000000 Penalty: 3380.754639
	Iteration 143Q: 3 clusters Score -3135460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3135462.750000 Penalty: 3380.754639
	Iteration 144Q: 3 clusters Score -3135463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3135463.000000 Penalty: 3380.754639
	Iteration 145Q: 3 clusters Score -3135463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3135459.750000 Penalty: 3380.754639
	Iteration 146Q: 3 clusters Score -3135460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3135461.750000 Penalty: 3380.754639
	Iteration 147Q: 3 clusters Score -3135462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3135460.500000 Penalty: 3380.754639
	Iteration 148Q: 3 clusters Score -3135460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3135462.000000 Penalty: 3380.754639
	Iteration 149Q: 3 clusters Score -3135462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3135460.750000 Penalty: 3380.754639
	Iteration 150Q: 3 clusters Score -3135461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3135460.750000 Penalty: 3380.754639
	Iteration 151F: 3 clusters Score -3135461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Entering Unmasked Estep 
Score: -1691121.625000 Penalty: 1582.256104
	Iteration 0F: 2 clusters Score -1691122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1679444.250000 Penalty: 3164.512207
	Iteration 0F: 3 clusters Score -1679444 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1683805.250000 Penalty: 3164.512207
	Iteration 1F: 3 clusters Score -1683805 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1684506.250000 Penalty: 3164.512207
	Iteration 2F: 3 clusters Score -1684506 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1685477.375000 Penalty: 3164.512207
	Iteration 3F: 3 clusters Score -1685477 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1686613.750000 Penalty: 3164.512207
	Iteration 4F: 3 clusters Score -1686614 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1687675.000000 Penalty: 3164.512207
	Iteration 5F: 3 clusters Score -1687675 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1688548.750000 Penalty: 3164.512207
	Iteration 6F: 3 clusters Score -1688549 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1689175.250000 Penalty: 3164.512207
	Iteration 7Q: 3 clusters Score -1689175 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1689542.000000 Penalty: 3164.512207
	Iteration 8Q: 3 clusters Score -1689542 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1689813.250000 Penalty: 3164.512207
	Iteration 9Q: 3 clusters Score -1689813 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1689992.125000 Penalty: 3164.512207
	Iteration 10Q: 3 clusters Score -1689992 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1690092.750000 Penalty: 3164.512207
	Iteration 11Q: 3 clusters Score -1690093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1690146.500000 Penalty: 3164.512207
	Iteration 12Q: 3 clusters Score -1690146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1690209.875000 Penalty: 3164.512207
	Iteration 13Q: 3 clusters Score -1690210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1690246.375000 Penalty: 3164.512207
	Iteration 14Q: 3 clusters Score -1690246 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1690269.625000 Penalty: 3164.512207
	Iteration 15Q: 3 clusters Score -1690270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1690296.875000 Penalty: 3164.512207
	Iteration 16Q: 3 clusters Score -1690297 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1690323.375000 Penalty: 3164.512207
	Iteration 17Q: 3 clusters Score -1690323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1690337.875000 Penalty: 3164.512207
	Iteration 18Q: 3 clusters Score -1690338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1690357.750000 Penalty: 3164.512207
	Iteration 19Q: 3 clusters Score -1690358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1690374.125000 Penalty: 3164.512207
	Iteration 20F: 3 clusters Score -1690374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1690391.375000 Penalty: 3164.512207
	Iteration 21Q: 3 clusters Score -1690391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1690406.750000 Penalty: 3164.512207
	Iteration 22Q: 3 clusters Score -1690407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1690422.375000 Penalty: 3164.512207
	Iteration 23Q: 3 clusters Score -1690422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1690435.500000 Penalty: 3164.512207
	Iteration 24Q: 3 clusters Score -1690436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1690456.750000 Penalty: 3164.512207
	Iteration 25Q: 3 clusters Score -1690457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1690473.125000 Penalty: 3164.512207
	Iteration 26Q: 3 clusters Score -1690473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1690486.875000 Penalty: 3164.512207
	Iteration 27Q: 3 clusters Score -1690487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1690501.625000 Penalty: 3164.512207
	Iteration 28Q: 3 clusters Score -1690502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1690510.250000 Penalty: 3164.512207
	Iteration 29Q: 3 clusters Score -1690510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1690523.000000 Penalty: 3164.512207
	Iteration 30Q: 3 clusters Score -1690523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1690547.375000 Penalty: 3164.512207
	Iteration 31Q: 3 clusters Score -1690547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1690564.375000 Penalty: 3164.512207
	Iteration 32Q: 3 clusters Score -1690564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1690574.500000 Penalty: 3164.512207
	Iteration 33Q: 3 clusters Score -1690574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1690585.875000 Penalty: 3164.512207
	Iteration 34Q: 3 clusters Score -1690586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1690595.375000 Penalty: 3164.512207
	Iteration 35Q: 3 clusters Score -1690595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1690606.375000 Penalty: 3164.512207
	Iteration 36Q: 3 clusters Score -1690606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1690621.500000 Penalty: 3164.512207
	Iteration 37Q: 3 clusters Score -1690622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1690636.125000 Penalty: 3164.512207
	Iteration 38Q: 3 clusters Score -1690636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1690639.625000 Penalty: 3164.512207
	Iteration 39Q: 3 clusters Score -1690640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1690644.375000 Penalty: 3164.512207
	Iteration 40F: 3 clusters Score -1690644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1690647.875000 Penalty: 3164.512207
	Iteration 41Q: 3 clusters Score -1690648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1690649.375000 Penalty: 3164.512207
	Iteration 42Q: 3 clusters Score -1690649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1690655.375000 Penalty: 3164.512207
	Iteration 43Q: 3 clusters Score -1690655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1690653.125000 Penalty: 3164.512207
	Iteration 44Q: 3 clusters Score -1690653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1690652.250000 Penalty: 3164.512207
	Iteration 45Q: 3 clusters Score -1690652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1690653.875000 Penalty: 3164.512207
	Iteration 46Q: 3 clusters Score -1690654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1690655.250000 Penalty: 3164.512207
	Iteration 47Q: 3 clusters Score -1690655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1690653.125000 Penalty: 3164.512207
	Iteration 48Q: 3 clusters Score -1690653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1690656.125000 Penalty: 3164.512207
	Iteration 49Q: 3 clusters Score -1690656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1690655.625000 Penalty: 3164.512207
	Iteration 50Q: 3 clusters Score -1690656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1690655.875000 Penalty: 3164.512207
	Iteration 51Q: 3 clusters Score -1690656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1690654.375000 Penalty: 3164.512207
	Iteration 52Q: 3 clusters Score -1690654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1690654.375000 Penalty: 3164.512207
	Iteration 53F: 3 clusters Score -1690654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Entering Unmasked Estep 
Score: -2135679.250000 Penalty: 1611.744141
	Iteration 0F: 2 clusters Score -2135679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2122015.500000 Penalty: 3223.488281
	Iteration 0F: 3 clusters Score -2122016 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2127155.000000 Penalty: 3223.488281
	Iteration 1F: 3 clusters Score -2127155 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2127735.250000 Penalty: 3223.488281
	Iteration 2F: 3 clusters Score -2127735 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2128564.500000 Penalty: 3223.488281
	Iteration 3F: 3 clusters Score -2128564 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2129660.250000 Penalty: 3223.488281
	Iteration 4F: 3 clusters Score -2129660 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2130974.500000 Penalty: 3223.488281
	Iteration 5F: 3 clusters Score -2130974 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2132329.750000 Penalty: 3223.488281
	Iteration 6F: 3 clusters Score -2132330 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2133294.000000 Penalty: 3223.488281
	Iteration 7Q: 3 clusters Score -2133294 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2133786.250000 Penalty: 3223.488281
	Iteration 8Q: 3 clusters Score -2133786 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2133993.750000 Penalty: 3223.488281
	Iteration 9Q: 3 clusters Score -2133994 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2134081.500000 Penalty: 3223.488281
	Iteration 10Q: 3 clusters Score -2134082 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2134143.500000 Penalty: 3223.488281
	Iteration 11Q: 3 clusters Score -2134144 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2134176.000000 Penalty: 3223.488281
	Iteration 12Q: 3 clusters Score -2134176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2134202.250000 Penalty: 3223.488281
	Iteration 13Q: 3 clusters Score -2134202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2134227.500000 Penalty: 3223.488281
	Iteration 14Q: 3 clusters Score -2134228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2134251.500000 Penalty: 3223.488281
	Iteration 15Q: 3 clusters Score -2134252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2134265.000000 Penalty: 3223.488281
	Iteration 16Q: 3 clusters Score -2134265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2134265.250000 Penalty: 3223.488281
	Iteration 17Q: 3 clusters Score -2134265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2134270.000000 Penalty: 3223.488281
	Iteration 18Q: 3 clusters Score -2134270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2134290.000000 Penalty: 3223.488281
	Iteration 19Q: 3 clusters Score -2134290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2134296.500000 Penalty: 3223.488281
	Iteration 20F: 3 clusters Score -2134296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2134307.250000 Penalty: 3223.488281
	Iteration 21Q: 3 clusters Score -2134307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2134307.750000 Penalty: 3223.488281
	Iteration 22Q: 3 clusters Score -2134308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2134308.750000 Penalty: 3223.488281
	Iteration 23Q: 3 clusters Score -2134309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2134312.000000 Penalty: 3223.488281
	Iteration 24Q: 3 clusters Score -2134312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2134316.000000 Penalty: 3223.488281
	Iteration 25Q: 3 clusters Score -2134316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2134319.250000 Penalty: 3223.488281
	Iteration 26Q: 3 clusters Score -2134319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2134317.250000 Penalty: 3223.488281
	Iteration 27Q: 3 clusters Score -2134317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2134316.500000 Penalty: 3223.488281
	Iteration 28Q: 3 clusters Score -2134316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2134318.250000 Penalty: 3223.488281
	Iteration 29Q: 3 clusters Score -2134318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2134315.750000 Penalty: 3223.488281
	Iteration 30Q: 3 clusters Score -2134316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2134317.250000 Penalty: 3223.488281
	Iteration 31Q: 3 clusters Score -2134317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2134315.500000 Penalty: 3223.488281
	Iteration 32Q: 3 clusters Score -2134316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2134319.000000 Penalty: 3223.488281
	Iteration 33Q: 3 clusters Score -2134319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2134318.750000 Penalty: 3223.488281
	Iteration 34Q: 3 clusters Score -2134319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2134319.750000 Penalty: 3223.488281
	Iteration 35Q: 3 clusters Score -2134320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2134319.750000 Penalty: 3223.488281
	Iteration 36F: 3 clusters Score -2134320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -108767.585938 Penalty: 1166.513672
	Iteration 0F: 2 clusters Score -108767.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -107216.656250 Penalty: 2333.027344
	Iteration 0F: 3 clusters Score -107216.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -107887.390625 Penalty: 2333.027344
	Iteration 1F: 3 clusters Score -107887.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -108286.921875 Penalty: 2333.027344
	Iteration 2F: 3 clusters Score -108286.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108515.039062 Penalty: 2333.027344
	Iteration 3F: 3 clusters Score -108515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -108650.281250 Penalty: 2333.027344
	Iteration 4F: 3 clusters Score -108650.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -108754.367188 Penalty: 2333.027344
	Iteration 5Q: 3 clusters Score -108754.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -108849.109375 Penalty: 2333.027344
	Iteration 6Q: 3 clusters Score -108849.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -108910.820312 Penalty: 2333.027344
	Iteration 7Q: 3 clusters Score -108910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -108939.867188 Penalty: 2333.027344
	Iteration 8Q: 3 clusters Score -108939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -108953.648438 Penalty: 2333.027344
	Iteration 9Q: 3 clusters Score -108953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -108963.195312 Penalty: 2333.027344
	Iteration 10Q: 3 clusters Score -108963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -108967.164062 Penalty: 2333.027344
	Iteration 11Q: 3 clusters Score -108967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108969.890625 Penalty: 2333.027344
	Iteration 12Q: 3 clusters Score -108969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -108970.773438 Penalty: 2333.027344
	Iteration 13Q: 3 clusters Score -108970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -108973.859375 Penalty: 2333.027344
	Iteration 14Q: 3 clusters Score -108973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -108973.859375 Penalty: 2333.027344
	Iteration 15F: 3 clusters Score -108973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Mstep: Class 46 contains 768 members 
Entering Unmasked Estep 
Score: -154054016.000000 Penalty: 106475.343750
Splitting cluster 18 changes total score from -154054992.000000 to -154054016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (82985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Entering Unmasked Estep 
Score: -8688216.000000 Penalty: 1840.542480
	Iteration 0F: 2 clusters Score -8688216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8632782.000000 Penalty: 3681.084961
	Iteration 0F: 3 clusters Score -8632782 nChanged 39433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -8655329.000000 Penalty: 3681.084961
	Iteration 1F: 3 clusters Score -8655329 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8656013.000000 Penalty: 3681.084961
	Iteration 2Q: 3 clusters Score -8656013 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -8656721.000000 Penalty: 3681.084961
	Iteration 3Q: 3 clusters Score -8656721 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -8657762.000000 Penalty: 3681.084961
	Iteration 4Q: 3 clusters Score -8657762 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -8659069.000000 Penalty: 3681.084961
	Iteration 5Q: 3 clusters Score -8659069 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -8660881.000000 Penalty: 3681.084961
	Iteration 6F: 3 clusters Score -8660881 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -8663544.000000 Penalty: 3681.084961
	Iteration 7F: 3 clusters Score -8663544 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -8667057.000000 Penalty: 3681.084961
	Iteration 8F: 3 clusters Score -8667057 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8670995.000000 Penalty: 3681.084961
	Iteration 9F: 3 clusters Score -8670995 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -8675197.000000 Penalty: 3681.084961
	Iteration 10F: 3 clusters Score -8675197 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -8678936.000000 Penalty: 3681.084961
	Iteration 11F: 3 clusters Score -8678936 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -8681734.000000 Penalty: 3681.084961
	Iteration 12Q: 3 clusters Score -8681734 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -8683478.000000 Penalty: 3681.084961
	Iteration 13Q: 3 clusters Score -8683478 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8684642.000000 Penalty: 3681.084961
	Iteration 14Q: 3 clusters Score -8684642 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -8685306.000000 Penalty: 3681.084961
	Iteration 15Q: 3 clusters Score -8685306 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -8685811.000000 Penalty: 3681.084961
	Iteration 16Q: 3 clusters Score -8685811 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8686113.000000 Penalty: 3681.084961
	Iteration 17Q: 3 clusters Score -8686113 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8686342.000000 Penalty: 3681.084961
	Iteration 18Q: 3 clusters Score -8686342 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8686490.000000 Penalty: 3681.084961
	Iteration 19Q: 3 clusters Score -8686490 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8686646.000000 Penalty: 3681.084961
	Iteration 20F: 3 clusters Score -8686646 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8686776.000000 Penalty: 3681.084961
	Iteration 21Q: 3 clusters Score -8686776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8686867.000000 Penalty: 3681.084961
	Iteration 22Q: 3 clusters Score -8686867 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8686940.000000 Penalty: 3681.084961
	Iteration 23Q: 3 clusters Score -8686940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8686971.000000 Penalty: 3681.084961
	Iteration 24Q: 3 clusters Score -8686971 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8687018.000000 Penalty: 3681.084961
	Iteration 25Q: 3 clusters Score -8687018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8687058.000000 Penalty: 3681.084961
	Iteration 26Q: 3 clusters Score -8687058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8687097.000000 Penalty: 3681.084961
	Iteration 27Q: 3 clusters Score -8687097 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8687150.000000 Penalty: 3681.084961
	Iteration 28Q: 3 clusters Score -8687150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8687182.000000 Penalty: 3681.084961
	Iteration 29Q: 3 clusters Score -8687182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8687229.000000 Penalty: 3681.084961
	Iteration 30Q: 3 clusters Score -8687229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8687296.000000 Penalty: 3681.084961
	Iteration 31Q: 3 clusters Score -8687296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8687345.000000 Penalty: 3681.084961
	Iteration 32Q: 3 clusters Score -8687345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8687353.000000 Penalty: 3681.084961
	Iteration 33Q: 3 clusters Score -8687353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8687362.000000 Penalty: 3681.084961
	Iteration 34Q: 3 clusters Score -8687362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8687378.000000 Penalty: 3681.084961
	Iteration 35Q: 3 clusters Score -8687378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8687409.000000 Penalty: 3681.084961
	Iteration 36Q: 3 clusters Score -8687409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8687401.000000 Penalty: 3681.084961
	Iteration 37Q: 3 clusters Score -8687401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8687407.000000 Penalty: 3681.084961
	Iteration 38Q: 3 clusters Score -8687407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8687417.000000 Penalty: 3681.084961
	Iteration 39Q: 3 clusters Score -8687417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8687429.000000 Penalty: 3681.084961
	Iteration 40F: 3 clusters Score -8687429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8687430.000000 Penalty: 3681.084961
	Iteration 41Q: 3 clusters Score -8687430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8687429.000000 Penalty: 3681.084961
	Iteration 42Q: 3 clusters Score -8687429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8687434.000000 Penalty: 3681.084961
	Iteration 43Q: 3 clusters Score -8687434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8687437.000000 Penalty: 3681.084961
	Iteration 44Q: 3 clusters Score -8687437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8687430.000000 Penalty: 3681.084961
	Iteration 45Q: 3 clusters Score -8687430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8687431.000000 Penalty: 3681.084961
	Iteration 46Q: 3 clusters Score -8687431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8687432.000000 Penalty: 3681.084961
	Iteration 47Q: 3 clusters Score -8687432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8687429.000000 Penalty: 3681.084961
	Iteration 48Q: 3 clusters Score -8687429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8687427.000000 Penalty: 3681.084961
	Iteration 49Q: 3 clusters Score -8687427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8687429.000000 Penalty: 3681.084961
	Iteration 50Q: 3 clusters Score -8687429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8687427.000000 Penalty: 3681.084961
	Iteration 51Q: 3 clusters Score -8687427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8687441.000000 Penalty: 3681.084961
	Iteration 52Q: 3 clusters Score -8687441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8687439.000000 Penalty: 3681.084961
	Iteration 53Q: 3 clusters Score -8687439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8687435.000000 Penalty: 3681.084961
	Iteration 54Q: 3 clusters Score -8687435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8687434.000000 Penalty: 3681.084961
	Iteration 55Q: 3 clusters Score -8687434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8687437.000000 Penalty: 3681.084961
	Iteration 56Q: 3 clusters Score -8687437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8687432.000000 Penalty: 3681.084961
	Iteration 57Q: 3 clusters Score -8687432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8687433.000000 Penalty: 3681.084961
	Iteration 58Q: 3 clusters Score -8687433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8687433.000000 Penalty: 3681.084961
	Iteration 59F: 3 clusters Score -8687433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186907 members 
Entering Unmasked Estep 
Score: -19461548.000000 Penalty: 1972.484619
	Iteration 0F: 2 clusters Score -1.946155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -19342322.000000 Penalty: 3944.969238
	Iteration 0F: 3 clusters Score -1.934232e+07 nChanged 90516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96062 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -19396152.000000 Penalty: 3944.969238
	Iteration 1F: 3 clusters Score -1.939615e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -19397154.000000 Penalty: 3944.969238
	Iteration 2Q: 3 clusters Score -1.939715e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -19398342.000000 Penalty: 3944.969238
	Iteration 3Q: 3 clusters Score -1.939834e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104732 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -19400308.000000 Penalty: 3944.969238
	Iteration 4Q: 3 clusters Score -1.940031e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -19403416.000000 Penalty: 3944.969238
	Iteration 5Q: 3 clusters Score -1.940342e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -19407952.000000 Penalty: 3944.969238
	Iteration 6F: 3 clusters Score -1.940795e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -19415458.000000 Penalty: 3944.969238
	Iteration 7F: 3 clusters Score -1.941546e+07 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -19427046.000000 Penalty: 3944.969238
	Iteration 8F: 3 clusters Score -1.942705e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -19439792.000000 Penalty: 3944.969238
	Iteration 9F: 3 clusters Score -1.943979e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172909 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -19449872.000000 Penalty: 3944.969238
	Iteration 10F: 3 clusters Score -1.944987e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180390 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -19455680.000000 Penalty: 3944.969238
	Iteration 11Q: 3 clusters Score -1.945568e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -19458570.000000 Penalty: 3944.969238
	Iteration 12Q: 3 clusters Score -1.945857e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185134 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19459564.000000 Penalty: 3944.969238
	Iteration 13Q: 3 clusters Score -1.945956e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185637 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19460036.000000 Penalty: 3944.969238
	Iteration 14Q: 3 clusters Score -1.946004e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185833 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -19460302.000000 Penalty: 3944.969238
	Iteration 15Q: 3 clusters Score -1.94603e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185926 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -19460388.000000 Penalty: 3944.969238
	Iteration 16Q: 3 clusters Score -1.946039e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185987 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19460464.000000 Penalty: 3944.969238
	Iteration 17Q: 3 clusters Score -1.946046e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19460472.000000 Penalty: 3944.969238
	Iteration 18Q: 3 clusters Score -1.946047e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186063 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19460530.000000 Penalty: 3944.969238
	Iteration 19Q: 3 clusters Score -1.946053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186077 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19460512.000000 Penalty: 3944.969238
	Iteration 20F: 3 clusters Score -1.946051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186092 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19460516.000000 Penalty: 3944.969238
	Iteration 21Q: 3 clusters Score -1.946052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186101 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19460570.000000 Penalty: 3944.969238
	Iteration 22Q: 3 clusters Score -1.946057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186113 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19460582.000000 Penalty: 3944.969238
	Iteration 23Q: 3 clusters Score -1.946058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186120 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19460578.000000 Penalty: 3944.969238
	Iteration 24Q: 3 clusters Score -1.946058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19460584.000000 Penalty: 3944.969238
	Iteration 25Q: 3 clusters Score -1.946058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186134 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19460592.000000 Penalty: 3944.969238
	Iteration 26Q: 3 clusters Score -1.946059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186138 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19460602.000000 Penalty: 3944.969238
	Iteration 27Q: 3 clusters Score -1.94606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186137 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19460618.000000 Penalty: 3944.969238
	Iteration 28Q: 3 clusters Score -1.946062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186141 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19460600.000000 Penalty: 3944.969238
	Iteration 29Q: 3 clusters Score -1.94606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186148 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19460594.000000 Penalty: 3944.969238
	Iteration 30Q: 3 clusters Score -1.946059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -19460604.000000 Penalty: 3944.969238
	Iteration 31Q: 3 clusters Score -1.94606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186154 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -19460604.000000 Penalty: 3944.969238
	Iteration 32Q: 3 clusters Score -1.94606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186155 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19460604.000000 Penalty: 3944.969238
	Iteration 33Q: 3 clusters Score -1.94606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186157 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19460602.000000 Penalty: 3944.969238
	Iteration 34Q: 3 clusters Score -1.94606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186157 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19460602.000000 Penalty: 3944.969238
	Iteration 35F: 3 clusters Score -1.94606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (105185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105185 members 
Entering Unmasked Estep 
Score: -11038891.000000 Penalty: 1879.064819
	Iteration 0F: 2 clusters Score -1.103889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -10968634.000000 Penalty: 3758.129639
	Iteration 0F: 3 clusters Score -1.096863e+07 nChanged 50339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -10998175.000000 Penalty: 3758.129639
	Iteration 1F: 3 clusters Score -1.099818e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -10999365.000000 Penalty: 3758.129639
	Iteration 2Q: 3 clusters Score -1.099936e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -11001031.000000 Penalty: 3758.129639
	Iteration 3Q: 3 clusters Score -1.100103e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -11003598.000000 Penalty: 3758.129639
	Iteration 4F: 3 clusters Score -1.10036e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -11007039.000000 Penalty: 3758.129639
	Iteration 5F: 3 clusters Score -1.100704e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -11011181.000000 Penalty: 3758.129639
	Iteration 6F: 3 clusters Score -1.101118e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -11015439.000000 Penalty: 3758.129639
	Iteration 7F: 3 clusters Score -1.101544e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -11019531.000000 Penalty: 3758.129639
	Iteration 8F: 3 clusters Score -1.101953e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -11023300.000000 Penalty: 3758.129639
	Iteration 9F: 3 clusters Score -1.10233e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -11026726.000000 Penalty: 3758.129639
	Iteration 10Q: 3 clusters Score -1.102673e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -11029586.000000 Penalty: 3758.129639
	Iteration 11Q: 3 clusters Score -1.102959e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -11031994.000000 Penalty: 3758.129639
	Iteration 12Q: 3 clusters Score -1.103199e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -11033768.000000 Penalty: 3758.129639
	Iteration 13Q: 3 clusters Score -1.103377e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -11035166.000000 Penalty: 3758.129639
	Iteration 14Q: 3 clusters Score -1.103517e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -11036066.000000 Penalty: 3758.129639
	Iteration 15Q: 3 clusters Score -1.103607e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -11036624.000000 Penalty: 3758.129639
	Iteration 16Q: 3 clusters Score -1.103662e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -11036978.000000 Penalty: 3758.129639
	Iteration 17Q: 3 clusters Score -1.103698e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -11037182.000000 Penalty: 3758.129639
	Iteration 18Q: 3 clusters Score -1.103718e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -11037263.000000 Penalty: 3758.129639
	Iteration 19Q: 3 clusters Score -1.103726e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -11037348.000000 Penalty: 3758.129639
	Iteration 20F: 3 clusters Score -1.103735e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -11037387.000000 Penalty: 3758.129639
	Iteration 21Q: 3 clusters Score -1.103739e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -11037437.000000 Penalty: 3758.129639
	Iteration 22Q: 3 clusters Score -1.103744e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -11037477.000000 Penalty: 3758.129639
	Iteration 23Q: 3 clusters Score -1.103748e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -11037493.000000 Penalty: 3758.129639
	Iteration 24Q: 3 clusters Score -1.103749e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -11037503.000000 Penalty: 3758.129639
	Iteration 25Q: 3 clusters Score -1.10375e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -11037539.000000 Penalty: 3758.129639
	Iteration 26Q: 3 clusters Score -1.103754e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -11037570.000000 Penalty: 3758.129639
	Iteration 27Q: 3 clusters Score -1.103757e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -11037584.000000 Penalty: 3758.129639
	Iteration 28Q: 3 clusters Score -1.103758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -11037595.000000 Penalty: 3758.129639
	Iteration 29Q: 3 clusters Score -1.10376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
Score: -11037602.000000 Penalty: 3758.129639
	Iteration 30Q: 3 clusters Score -1.10376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -11037607.000000 Penalty: 3758.129639
	Iteration 31Q: 3 clusters Score -1.103761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -11037589.000000 Penalty: 3758.129639
	Iteration 32Q: 3 clusters Score -1.103759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -11037593.000000 Penalty: 3758.129639
	Iteration 33Q: 3 clusters Score -1.103759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11037614.000000 Penalty: 3758.129639
	Iteration 34Q: 3 clusters Score -1.103761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -11037607.000000 Penalty: 3758.129639
	Iteration 35Q: 3 clusters Score -1.103761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -11037619.000000 Penalty: 3758.129639
	Iteration 36Q: 3 clusters Score -1.103762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -11037625.000000 Penalty: 3758.129639
	Iteration 37Q: 3 clusters Score -1.103762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -11037626.000000 Penalty: 3758.129639
	Iteration 38Q: 3 clusters Score -1.103763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -11037617.000000 Penalty: 3758.129639
	Iteration 39Q: 3 clusters Score -1.103762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -11037624.000000 Penalty: 3758.129639
	Iteration 40F: 3 clusters Score -1.103762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -11037634.000000 Penalty: 3758.129639
	Iteration 41Q: 3 clusters Score -1.103763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -11037630.000000 Penalty: 3758.129639
	Iteration 42Q: 3 clusters Score -1.103763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -11037629.000000 Penalty: 3758.129639
	Iteration 43Q: 3 clusters Score -1.103763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -11037630.000000 Penalty: 3758.129639
	Iteration 44Q: 3 clusters Score -1.103763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -11037634.000000 Penalty: 3758.129639
	Iteration 45Q: 3 clusters Score -1.103763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -11037627.000000 Penalty: 3758.129639
	Iteration 46Q: 3 clusters Score -1.103763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -11037624.000000 Penalty: 3758.129639
	Iteration 47Q: 3 clusters Score -1.103762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 103817 members 
Entering Unmasked Estep 
Score: -11037629.000000 Penalty: 3758.129639
	Iteration 48Q: 3 clusters Score -1.103763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -11037632.000000 Penalty: 3758.129639
	Iteration 49Q: 3 clusters Score -1.103763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -11037627.000000 Penalty: 3758.129639
	Iteration 50Q: 3 clusters Score -1.103763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -11037627.000000 Penalty: 3758.129639
	Iteration 51F: 3 clusters Score -1.103763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Entering Unmasked Estep 
Score: -1174922.250000 Penalty: 1520.447876
	Iteration 0F: 2 clusters Score -1174922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1166709.500000 Penalty: 3040.895752
	Iteration 0F: 3 clusters Score -1166710 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1169518.500000 Penalty: 3040.895752
	Iteration 1F: 3 clusters Score -1169518 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1169883.500000 Penalty: 3040.895752
	Iteration 2F: 3 clusters Score -1169884 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1170283.250000 Penalty: 3040.895752
	Iteration 3F: 3 clusters Score -1170283 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1170720.125000 Penalty: 3040.895752
	Iteration 4F: 3 clusters Score -1170720 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1171137.375000 Penalty: 3040.895752
	Iteration 5F: 3 clusters Score -1171137 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1171512.500000 Penalty: 3040.895752
	Iteration 6Q: 3 clusters Score -1171512 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1171877.375000 Penalty: 3040.895752
	Iteration 7Q: 3 clusters Score -1171877 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1172205.500000 Penalty: 3040.895752
	Iteration 8Q: 3 clusters Score -1172206 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1172492.625000 Penalty: 3040.895752
	Iteration 9Q: 3 clusters Score -1172493 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1172794.000000 Penalty: 3040.895752
	Iteration 10Q: 3 clusters Score -1172794 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1173074.500000 Penalty: 3040.895752
	Iteration 11Q: 3 clusters Score -1173074 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1173349.375000 Penalty: 3040.895752
	Iteration 12Q: 3 clusters Score -1173349 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1173534.875000 Penalty: 3040.895752
	Iteration 13Q: 3 clusters Score -1173535 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1173661.750000 Penalty: 3040.895752
	Iteration 14Q: 3 clusters Score -1173662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1173746.500000 Penalty: 3040.895752
	Iteration 15Q: 3 clusters Score -1173746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1173798.125000 Penalty: 3040.895752
	Iteration 16Q: 3 clusters Score -1173798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1173833.000000 Penalty: 3040.895752
	Iteration 17Q: 3 clusters Score -1173833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1173849.125000 Penalty: 3040.895752
	Iteration 18Q: 3 clusters Score -1173849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1173860.500000 Penalty: 3040.895752
	Iteration 19Q: 3 clusters Score -1173860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1173865.500000 Penalty: 3040.895752
	Iteration 20F: 3 clusters Score -1173866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1173867.125000 Penalty: 3040.895752
	Iteration 21Q: 3 clusters Score -1173867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1173871.375000 Penalty: 3040.895752
	Iteration 22Q: 3 clusters Score -1173871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1173873.500000 Penalty: 3040.895752
	Iteration 23Q: 3 clusters Score -1173874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1173876.375000 Penalty: 3040.895752
	Iteration 24Q: 3 clusters Score -1173876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1173878.875000 Penalty: 3040.895752
	Iteration 25Q: 3 clusters Score -1173879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1173883.875000 Penalty: 3040.895752
	Iteration 26Q: 3 clusters Score -1173884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1173885.500000 Penalty: 3040.895752
	Iteration 27Q: 3 clusters Score -1173886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1173887.125000 Penalty: 3040.895752
	Iteration 28Q: 3 clusters Score -1173887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1173889.500000 Penalty: 3040.895752
	Iteration 29Q: 3 clusters Score -1173890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1173891.500000 Penalty: 3040.895752
	Iteration 30Q: 3 clusters Score -1173892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1173891.500000 Penalty: 3040.895752
	Iteration 31F: 3 clusters Score -1173892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -550862.687500 Penalty: 1400.239380
	Iteration 0F: 2 clusters Score -550862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -546551.375000 Penalty: 2800.478760
	Iteration 0F: 3 clusters Score -546551.4 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -547806.875000 Penalty: 2800.478760
	Iteration 1F: 3 clusters Score -547806.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -548039.375000 Penalty: 2800.478760
	Iteration 2F: 3 clusters Score -548039.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -548296.187500 Penalty: 2800.478760
	Iteration 3F: 3 clusters Score -548296.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -548611.875000 Penalty: 2800.478760
	Iteration 4F: 3 clusters Score -548611.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -548901.187500 Penalty: 2800.478760
	Iteration 5F: 3 clusters Score -548901.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -549176.500000 Penalty: 2800.478760
	Iteration 6F: 3 clusters Score -549176.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -549469.937500 Penalty: 2800.478760
	Iteration 7F: 3 clusters Score -549469.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -549768.125000 Penalty: 2800.478760
	Iteration 8F: 3 clusters Score -549768.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -549990.687500 Penalty: 2800.478760
	Iteration 9Q: 3 clusters Score -549990.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -550155.000000 Penalty: 2800.478760
	Iteration 10Q: 3 clusters Score -550155 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -550259.312500 Penalty: 2800.478760
	Iteration 11Q: 3 clusters Score -550259.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -550308.937500 Penalty: 2800.478760
	Iteration 12Q: 3 clusters Score -550308.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -550335.312500 Penalty: 2800.478760
	Iteration 13Q: 3 clusters Score -550335.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -550354.562500 Penalty: 2800.478760
	Iteration 14Q: 3 clusters Score -550354.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -550368.500000 Penalty: 2800.478760
	Iteration 15Q: 3 clusters Score -550368.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -550375.187500 Penalty: 2800.478760
	Iteration 16Q: 3 clusters Score -550375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -550378.687500 Penalty: 2800.478760
	Iteration 17Q: 3 clusters Score -550378.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -550380.750000 Penalty: 2800.478760
	Iteration 18Q: 3 clusters Score -550380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -550381.562500 Penalty: 2800.478760
	Iteration 19Q: 3 clusters Score -550381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -550383.500000 Penalty: 2800.478760
	Iteration 20F: 3 clusters Score -550383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -550384.250000 Penalty: 2800.478760
	Iteration 21Q: 3 clusters Score -550384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -550384.625000 Penalty: 2800.478760
	Iteration 22Q: 3 clusters Score -550384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -550385.375000 Penalty: 2800.478760
	Iteration 23Q: 3 clusters Score -550385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -550385.750000 Penalty: 2800.478760
	Iteration 24Q: 3 clusters Score -550385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -550385.750000 Penalty: 2800.478760
	Iteration 25F: 3 clusters Score -550385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Entering Unmasked Estep 
Score: -3300781.500000 Penalty: 1685.438232
	Iteration 0F: 2 clusters Score -3300782 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 15935 members 
Entering Unmasked Estep 
Score: -3279479.250000 Penalty: 3370.876465
	Iteration 0F: 3 clusters Score -3279479 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3288027.500000 Penalty: 3370.876465
	Iteration 1F: 3 clusters Score -3288028 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3288902.250000 Penalty: 3370.876465
	Iteration 2F: 3 clusters Score -3288902 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3290041.000000 Penalty: 3370.876465
	Iteration 3F: 3 clusters Score -3290041 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3291536.000000 Penalty: 3370.876465
	Iteration 4F: 3 clusters Score -3291536 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3293341.750000 Penalty: 3370.876465
	Iteration 5F: 3 clusters Score -3293342 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3295184.750000 Penalty: 3370.876465
	Iteration 6F: 3 clusters Score -3295185 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3296632.250000 Penalty: 3370.876465
	Iteration 7F: 3 clusters Score -3296632 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3297571.750000 Penalty: 3370.876465
	Iteration 8Q: 3 clusters Score -3297572 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3298060.750000 Penalty: 3370.876465
	Iteration 9Q: 3 clusters Score -3298061 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3298341.000000 Penalty: 3370.876465
	Iteration 10Q: 3 clusters Score -3298341 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3298566.750000 Penalty: 3370.876465
	Iteration 11Q: 3 clusters Score -3298567 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3298739.000000 Penalty: 3370.876465
	Iteration 12Q: 3 clusters Score -3298739 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3298874.000000 Penalty: 3370.876465
	Iteration 13Q: 3 clusters Score -3298874 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3298997.000000 Penalty: 3370.876465
	Iteration 14Q: 3 clusters Score -3298997 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3299092.000000 Penalty: 3370.876465
	Iteration 15Q: 3 clusters Score -3299092 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3299193.000000 Penalty: 3370.876465
	Iteration 16Q: 3 clusters Score -3299193 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3299295.000000 Penalty: 3370.876465
	Iteration 17Q: 3 clusters Score -3299295 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3299384.250000 Penalty: 3370.876465
	Iteration 18Q: 3 clusters Score -3299384 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3299478.500000 Penalty: 3370.876465
	Iteration 19Q: 3 clusters Score -3299478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3299552.250000 Penalty: 3370.876465
	Iteration 20F: 3 clusters Score -3299552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3299637.500000 Penalty: 3370.876465
	Iteration 21Q: 3 clusters Score -3299638 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3299721.500000 Penalty: 3370.876465
	Iteration 22Q: 3 clusters Score -3299722 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3299793.000000 Penalty: 3370.876465
	Iteration 23Q: 3 clusters Score -3299793 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3299876.500000 Penalty: 3370.876465
	Iteration 24Q: 3 clusters Score -3299876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3299967.750000 Penalty: 3370.876465
	Iteration 25Q: 3 clusters Score -3299968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3300028.750000 Penalty: 3370.876465
	Iteration 26Q: 3 clusters Score -3300029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3300069.250000 Penalty: 3370.876465
	Iteration 27Q: 3 clusters Score -3300069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3300109.500000 Penalty: 3370.876465
	Iteration 28Q: 3 clusters Score -3300110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3300153.000000 Penalty: 3370.876465
	Iteration 29Q: 3 clusters Score -3300153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3300191.250000 Penalty: 3370.876465
	Iteration 30Q: 3 clusters Score -3300191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3300233.250000 Penalty: 3370.876465
	Iteration 31Q: 3 clusters Score -3300233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3300260.750000 Penalty: 3370.876465
	Iteration 32Q: 3 clusters Score -3300261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3300280.750000 Penalty: 3370.876465
	Iteration 33Q: 3 clusters Score -3300281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3300294.000000 Penalty: 3370.876465
	Iteration 34Q: 3 clusters Score -3300294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3300322.750000 Penalty: 3370.876465
	Iteration 35Q: 3 clusters Score -3300323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3300331.500000 Penalty: 3370.876465
	Iteration 36Q: 3 clusters Score -3300332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3300348.500000 Penalty: 3370.876465
	Iteration 37Q: 3 clusters Score -3300348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3300368.000000 Penalty: 3370.876465
	Iteration 38Q: 3 clusters Score -3300368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3300381.250000 Penalty: 3370.876465
	Iteration 39Q: 3 clusters Score -3300381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3300392.750000 Penalty: 3370.876465
	Iteration 40F: 3 clusters Score -3300393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3300389.500000 Penalty: 3370.876465
	Iteration 41Q: 3 clusters Score -3300390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3300397.000000 Penalty: 3370.876465
	Iteration 42Q: 3 clusters Score -3300397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3300402.250000 Penalty: 3370.876465
	Iteration 43Q: 3 clusters Score -3300402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3300405.500000 Penalty: 3370.876465
	Iteration 44Q: 3 clusters Score -3300406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3300418.000000 Penalty: 3370.876465
	Iteration 45Q: 3 clusters Score -3300418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3300418.250000 Penalty: 3370.876465
	Iteration 46Q: 3 clusters Score -3300418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3300426.750000 Penalty: 3370.876465
	Iteration 47Q: 3 clusters Score -3300427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3300425.000000 Penalty: 3370.876465
	Iteration 48Q: 3 clusters Score -3300425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3300432.750000 Penalty: 3370.876465
	Iteration 49Q: 3 clusters Score -3300433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3300426.250000 Penalty: 3370.876465
	Iteration 50Q: 3 clusters Score -3300426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3300436.250000 Penalty: 3370.876465
	Iteration 51Q: 3 clusters Score -3300436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3300443.750000 Penalty: 3370.876465
	Iteration 52Q: 3 clusters Score -3300444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3300447.750000 Penalty: 3370.876465
	Iteration 53Q: 3 clusters Score -3300448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3300452.250000 Penalty: 3370.876465
	Iteration 54Q: 3 clusters Score -3300452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3300452.750000 Penalty: 3370.876465
	Iteration 55Q: 3 clusters Score -3300453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3300455.750000 Penalty: 3370.876465
	Iteration 56Q: 3 clusters Score -3300456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3300460.250000 Penalty: 3370.876465
	Iteration 57Q: 3 clusters Score -3300460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3300458.250000 Penalty: 3370.876465
	Iteration 58Q: 3 clusters Score -3300458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3300461.500000 Penalty: 3370.876465
	Iteration 59Q: 3 clusters Score -3300462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3300470.000000 Penalty: 3370.876465
	Iteration 60F: 3 clusters Score -3300470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3300472.500000 Penalty: 3370.876465
	Iteration 61Q: 3 clusters Score -3300472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3300471.000000 Penalty: 3370.876465
	Iteration 62Q: 3 clusters Score -3300471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3300470.250000 Penalty: 3370.876465
	Iteration 63Q: 3 clusters Score -3300470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3300471.000000 Penalty: 3370.876465
	Iteration 64Q: 3 clusters Score -3300471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3300472.500000 Penalty: 3370.876465
	Iteration 65Q: 3 clusters Score -3300472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3300478.000000 Penalty: 3370.876465
	Iteration 66Q: 3 clusters Score -3300478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3300476.000000 Penalty: 3370.876465
	Iteration 67Q: 3 clusters Score -3300476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3300478.000000 Penalty: 3370.876465
	Iteration 68Q: 3 clusters Score -3300478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3300477.250000 Penalty: 3370.876465
	Iteration 69Q: 3 clusters Score -3300477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3300477.250000 Penalty: 3370.876465
	Iteration 70F: 3 clusters Score -3300477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Entering Unmasked Estep 
Score: -1544324.625000 Penalty: 1566.644287
	Iteration 0F: 2 clusters Score -1544325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1533759.000000 Penalty: 3133.288574
	Iteration 0F: 3 clusters Score -1533759 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1537882.125000 Penalty: 3133.288574
	Iteration 1F: 3 clusters Score -1537882 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1538777.625000 Penalty: 3133.288574
	Iteration 2F: 3 clusters Score -1538778 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1539958.125000 Penalty: 3133.288574
	Iteration 3F: 3 clusters Score -1539958 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1541168.125000 Penalty: 3133.288574
	Iteration 4F: 3 clusters Score -1541168 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1542137.750000 Penalty: 3133.288574
	Iteration 5F: 3 clusters Score -1542138 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1542824.875000 Penalty: 3133.288574
	Iteration 6F: 3 clusters Score -1542825 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1543227.125000 Penalty: 3133.288574
	Iteration 7Q: 3 clusters Score -1543227 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1543427.625000 Penalty: 3133.288574
	Iteration 8Q: 3 clusters Score -1543428 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1543518.500000 Penalty: 3133.288574
	Iteration 9Q: 3 clusters Score -1543518 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1543577.000000 Penalty: 3133.288574
	Iteration 10Q: 3 clusters Score -1543577 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1543604.000000 Penalty: 3133.288574
	Iteration 11Q: 3 clusters Score -1543604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1543622.750000 Penalty: 3133.288574
	Iteration 12Q: 3 clusters Score -1543623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1543640.250000 Penalty: 3133.288574
	Iteration 13Q: 3 clusters Score -1543640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1543652.750000 Penalty: 3133.288574
	Iteration 14Q: 3 clusters Score -1543653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1543665.625000 Penalty: 3133.288574
	Iteration 15Q: 3 clusters Score -1543666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1543666.750000 Penalty: 3133.288574
	Iteration 16Q: 3 clusters Score -1543667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1543673.375000 Penalty: 3133.288574
	Iteration 17Q: 3 clusters Score -1543673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1543680.375000 Penalty: 3133.288574
	Iteration 18Q: 3 clusters Score -1543680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1543677.125000 Penalty: 3133.288574
	Iteration 19Q: 3 clusters Score -1543677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1543683.500000 Penalty: 3133.288574
	Iteration 20F: 3 clusters Score -1543684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1543681.625000 Penalty: 3133.288574
	Iteration 21Q: 3 clusters Score -1543682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1543680.250000 Penalty: 3133.288574
	Iteration 22Q: 3 clusters Score -1543680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1543679.750000 Penalty: 3133.288574
	Iteration 23Q: 3 clusters Score -1543680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1543682.000000 Penalty: 3133.288574
	Iteration 24Q: 3 clusters Score -1543682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1543683.875000 Penalty: 3133.288574
	Iteration 25Q: 3 clusters Score -1543684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1543681.500000 Penalty: 3133.288574
	Iteration 26Q: 3 clusters Score -1543682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1543684.250000 Penalty: 3133.288574
	Iteration 27Q: 3 clusters Score -1543684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1543683.500000 Penalty: 3133.288574
	Iteration 28Q: 3 clusters Score -1543684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1543683.125000 Penalty: 3133.288574
	Iteration 29Q: 3 clusters Score -1543683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1543684.875000 Penalty: 3133.288574
	Iteration 30Q: 3 clusters Score -1543685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1543685.000000 Penalty: 3133.288574
	Iteration 31Q: 3 clusters Score -1543685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1543686.125000 Penalty: 3133.288574
	Iteration 32Q: 3 clusters Score -1543686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1543688.000000 Penalty: 3133.288574
	Iteration 33Q: 3 clusters Score -1543688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1543688.000000 Penalty: 3133.288574
	Iteration 34F: 3 clusters Score -1543688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -213398.109375 Penalty: 1253.707642
	Iteration 0F: 2 clusters Score -213398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -211192.718750 Penalty: 2507.415283
	Iteration 0F: 3 clusters Score -211192.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -211748.281250 Penalty: 2507.415283
	Iteration 1F: 3 clusters Score -211748.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211980.500000 Penalty: 2507.415283
	Iteration 2F: 3 clusters Score -211980.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -212108.203125 Penalty: 2507.415283
	Iteration 3F: 3 clusters Score -212108.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -212190.609375 Penalty: 2507.415283
	Iteration 4Q: 3 clusters Score -212190.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -212275.312500 Penalty: 2507.415283
	Iteration 5Q: 3 clusters Score -212275.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -212364.968750 Penalty: 2507.415283
	Iteration 6Q: 3 clusters Score -212365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -212461.093750 Penalty: 2507.415283
	Iteration 7Q: 3 clusters Score -212461.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -212533.109375 Penalty: 2507.415283
	Iteration 8Q: 3 clusters Score -212533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -212575.359375 Penalty: 2507.415283
	Iteration 9Q: 3 clusters Score -212575.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -212604.640625 Penalty: 2507.415283
	Iteration 10Q: 3 clusters Score -212604.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -212628.906250 Penalty: 2507.415283
	Iteration 11Q: 3 clusters Score -212628.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -212653.531250 Penalty: 2507.415283
	Iteration 12Q: 3 clusters Score -212653.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -212673.062500 Penalty: 2507.415283
	Iteration 13Q: 3 clusters Score -212673.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -212688.421875 Penalty: 2507.415283
	Iteration 14Q: 3 clusters Score -212688.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -212700.140625 Penalty: 2507.415283
	Iteration 15Q: 3 clusters Score -212700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -212714.390625 Penalty: 2507.415283
	Iteration 16Q: 3 clusters Score -212714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -212719.046875 Penalty: 2507.415283
	Iteration 17Q: 3 clusters Score -212719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -212722.781250 Penalty: 2507.415283
	Iteration 18Q: 3 clusters Score -212722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -212725.468750 Penalty: 2507.415283
	Iteration 19Q: 3 clusters Score -212725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -212727.046875 Penalty: 2507.415283
	Iteration 20F: 3 clusters Score -212727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -212727.593750 Penalty: 2507.415283
	Iteration 21Q: 3 clusters Score -212727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -212728.453125 Penalty: 2507.415283
	Iteration 22Q: 3 clusters Score -212728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -212729.578125 Penalty: 2507.415283
	Iteration 23Q: 3 clusters Score -212729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -212732.656250 Penalty: 2507.415283
	Iteration 24Q: 3 clusters Score -212732.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -212737.437500 Penalty: 2507.415283
	Iteration 25Q: 3 clusters Score -212737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -212738.875000 Penalty: 2507.415283
	Iteration 26Q: 3 clusters Score -212738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -212740.609375 Penalty: 2507.415283
	Iteration 27Q: 3 clusters Score -212740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -212742.015625 Penalty: 2507.415283
	Iteration 28Q: 3 clusters Score -212742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -212743.843750 Penalty: 2507.415283
	Iteration 29Q: 3 clusters Score -212743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -212746.281250 Penalty: 2507.415283
	Iteration 30Q: 3 clusters Score -212746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -212749.843750 Penalty: 2507.415283
	Iteration 31Q: 3 clusters Score -212749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -212750.250000 Penalty: 2507.415283
	Iteration 32Q: 3 clusters Score -212750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -212751.031250 Penalty: 2507.415283
	Iteration 33Q: 3 clusters Score -212751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -212751.546875 Penalty: 2507.415283
	Iteration 34Q: 3 clusters Score -212751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -212753.015625 Penalty: 2507.415283
	Iteration 35Q: 3 clusters Score -212753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -212755.031250 Penalty: 2507.415283
	Iteration 36Q: 3 clusters Score -212755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -212755.250000 Penalty: 2507.415283
	Iteration 37Q: 3 clusters Score -212755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -212755.609375 Penalty: 2507.415283
	Iteration 38Q: 3 clusters Score -212755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -212755.609375 Penalty: 2507.415283
	Iteration 39F: 3 clusters Score -212755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -323566.875000 Penalty: 1320.655273
	Iteration 0F: 2 clusters Score -323566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -320670.031250 Penalty: 2641.310547
	Iteration 0F: 3 clusters Score -320670 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -321568.500000 Penalty: 2641.310547
	Iteration 1F: 3 clusters Score -321568.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -321801.718750 Penalty: 2641.310547
	Iteration 2F: 3 clusters Score -321801.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -321987.218750 Penalty: 2641.310547
	Iteration 3F: 3 clusters Score -321987.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -322141.875000 Penalty: 2641.310547
	Iteration 4F: 3 clusters Score -322141.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -322277.843750 Penalty: 2641.310547
	Iteration 5Q: 3 clusters Score -322277.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322374.406250 Penalty: 2641.310547
	Iteration 6Q: 3 clusters Score -322374.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -322453.375000 Penalty: 2641.310547
	Iteration 7Q: 3 clusters Score -322453.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -322521.875000 Penalty: 2641.310547
	Iteration 8Q: 3 clusters Score -322521.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322564.625000 Penalty: 2641.310547
	Iteration 9Q: 3 clusters Score -322564.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -322599.031250 Penalty: 2641.310547
	Iteration 10Q: 3 clusters Score -322599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -322625.687500 Penalty: 2641.310547
	Iteration 11Q: 3 clusters Score -322625.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -322644.281250 Penalty: 2641.310547
	Iteration 12Q: 3 clusters Score -322644.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -322658.687500 Penalty: 2641.310547
	Iteration 13Q: 3 clusters Score -322658.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -322670.687500 Penalty: 2641.310547
	Iteration 14Q: 3 clusters Score -322670.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -322678.906250 Penalty: 2641.310547
	Iteration 15Q: 3 clusters Score -322678.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -322689.968750 Penalty: 2641.310547
	Iteration 16Q: 3 clusters Score -322690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -322699.750000 Penalty: 2641.310547
	Iteration 17Q: 3 clusters Score -322699.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -322708.281250 Penalty: 2641.310547
	Iteration 18Q: 3 clusters Score -322708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -322715.093750 Penalty: 2641.310547
	Iteration 19Q: 3 clusters Score -322715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -322718.375000 Penalty: 2641.310547
	Iteration 20F: 3 clusters Score -322718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -322724.281250 Penalty: 2641.310547
	Iteration 21Q: 3 clusters Score -322724.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -322727.468750 Penalty: 2641.310547
	Iteration 22Q: 3 clusters Score -322727.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -322731.562500 Penalty: 2641.310547
	Iteration 23Q: 3 clusters Score -322731.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -322739.218750 Penalty: 2641.310547
	Iteration 24Q: 3 clusters Score -322739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -322742.500000 Penalty: 2641.310547
	Iteration 25Q: 3 clusters Score -322742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -322743.937500 Penalty: 2641.310547
	Iteration 26Q: 3 clusters Score -322743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -322744.218750 Penalty: 2641.310547
	Iteration 27Q: 3 clusters Score -322744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -322744.375000 Penalty: 2641.310547
	Iteration 28Q: 3 clusters Score -322744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -322744.375000 Penalty: 2641.310547
	Iteration 29F: 3 clusters Score -322744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Entering Unmasked Estep 
Score: -1583132.375000 Penalty: 1568.378296
	Iteration 0F: 2 clusters Score -1583132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1572548.125000 Penalty: 3136.756592
	Iteration 0F: 3 clusters Score -1572548 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1576450.125000 Penalty: 3136.756592
	Iteration 1F: 3 clusters Score -1576450 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1576907.875000 Penalty: 3136.756592
	Iteration 2F: 3 clusters Score -1576908 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1577307.625000 Penalty: 3136.756592
	Iteration 3F: 3 clusters Score -1577308 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1577700.625000 Penalty: 3136.756592
	Iteration 4Q: 3 clusters Score -1577701 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1578095.625000 Penalty: 3136.756592
	Iteration 5Q: 3 clusters Score -1578096 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1578512.125000 Penalty: 3136.756592
	Iteration 6Q: 3 clusters Score -1578512 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1578904.375000 Penalty: 3136.756592
	Iteration 7Q: 3 clusters Score -1578904 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1579312.500000 Penalty: 3136.756592
	Iteration 8Q: 3 clusters Score -1579312 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1579653.500000 Penalty: 3136.756592
	Iteration 9Q: 3 clusters Score -1579654 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1579892.875000 Penalty: 3136.756592
	Iteration 10Q: 3 clusters Score -1579893 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1580083.750000 Penalty: 3136.756592
	Iteration 11Q: 3 clusters Score -1580084 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1580251.875000 Penalty: 3136.756592
	Iteration 12Q: 3 clusters Score -1580252 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1580423.875000 Penalty: 3136.756592
	Iteration 13Q: 3 clusters Score -1580424 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1580585.250000 Penalty: 3136.756592
	Iteration 14Q: 3 clusters Score -1580585 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1580719.750000 Penalty: 3136.756592
	Iteration 15Q: 3 clusters Score -1580720 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1580840.875000 Penalty: 3136.756592
	Iteration 16Q: 3 clusters Score -1580841 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1580977.750000 Penalty: 3136.756592
	Iteration 17Q: 3 clusters Score -1580978 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1581104.625000 Penalty: 3136.756592
	Iteration 18Q: 3 clusters Score -1581105 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1581217.375000 Penalty: 3136.756592
	Iteration 19Q: 3 clusters Score -1581217 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1581332.250000 Penalty: 3136.756592
	Iteration 20F: 3 clusters Score -1581332 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1581472.250000 Penalty: 3136.756592
	Iteration 21Q: 3 clusters Score -1581472 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1581630.625000 Penalty: 3136.756592
	Iteration 22Q: 3 clusters Score -1581631 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1581782.500000 Penalty: 3136.756592
	Iteration 23Q: 3 clusters Score -1581782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1581952.625000 Penalty: 3136.756592
	Iteration 24Q: 3 clusters Score -1581953 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1582116.625000 Penalty: 3136.756592
	Iteration 25Q: 3 clusters Score -1582117 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1582237.500000 Penalty: 3136.756592
	Iteration 26Q: 3 clusters Score -1582238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1582316.625000 Penalty: 3136.756592
	Iteration 27Q: 3 clusters Score -1582317 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1582354.375000 Penalty: 3136.756592
	Iteration 28Q: 3 clusters Score -1582354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1582376.125000 Penalty: 3136.756592
	Iteration 29Q: 3 clusters Score -1582376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1582385.500000 Penalty: 3136.756592
	Iteration 30Q: 3 clusters Score -1582386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1582398.875000 Penalty: 3136.756592
	Iteration 31Q: 3 clusters Score -1582399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1582405.500000 Penalty: 3136.756592
	Iteration 32Q: 3 clusters Score -1582406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1582409.250000 Penalty: 3136.756592
	Iteration 33Q: 3 clusters Score -1582409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1582407.125000 Penalty: 3136.756592
	Iteration 34Q: 3 clusters Score -1582407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1582410.625000 Penalty: 3136.756592
	Iteration 35Q: 3 clusters Score -1582411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1582410.375000 Penalty: 3136.756592
	Iteration 36Q: 3 clusters Score -1582410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1582413.750000 Penalty: 3136.756592
	Iteration 37Q: 3 clusters Score -1582414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1582415.750000 Penalty: 3136.756592
	Iteration 38Q: 3 clusters Score -1582416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1582415.875000 Penalty: 3136.756592
	Iteration 39Q: 3 clusters Score -1582416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1582414.875000 Penalty: 3136.756592
	Iteration 40F: 3 clusters Score -1582415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1582416.750000 Penalty: 3136.756592
	Iteration 41Q: 3 clusters Score -1582417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1582418.375000 Penalty: 3136.756592
	Iteration 42Q: 3 clusters Score -1582418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1582421.375000 Penalty: 3136.756592
	Iteration 43Q: 3 clusters Score -1582421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1582423.375000 Penalty: 3136.756592
	Iteration 44Q: 3 clusters Score -1582423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1582422.250000 Penalty: 3136.756592
	Iteration 45Q: 3 clusters Score -1582422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1582425.250000 Penalty: 3136.756592
	Iteration 46Q: 3 clusters Score -1582425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1582427.000000 Penalty: 3136.756592
	Iteration 47Q: 3 clusters Score -1582427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1582423.375000 Penalty: 3136.756592
	Iteration 48Q: 3 clusters Score -1582423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1582426.000000 Penalty: 3136.756592
	Iteration 49Q: 3 clusters Score -1582426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1582425.375000 Penalty: 3136.756592
	Iteration 50Q: 3 clusters Score -1582425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1582423.250000 Penalty: 3136.756592
	Iteration 51Q: 3 clusters Score -1582423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1582422.125000 Penalty: 3136.756592
	Iteration 52Q: 3 clusters Score -1582422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1582421.375000 Penalty: 3136.756592
	Iteration 53Q: 3 clusters Score -1582421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1582421.250000 Penalty: 3136.756592
	Iteration 54Q: 3 clusters Score -1582421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1582422.250000 Penalty: 3136.756592
	Iteration 55Q: 3 clusters Score -1582422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1582422.250000 Penalty: 3136.756592
	Iteration 56F: 3 clusters Score -1582422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -405808.625000 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -405808.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -402423.500000 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -402423.5 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -403262.343750 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -403262.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -403447.656250 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -403447.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -403594.375000 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -403594.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -403752.531250 Penalty: 2701.124512
	Iteration 4F: 3 clusters Score -403752.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -403891.250000 Penalty: 2701.124512
	Iteration 5F: 3 clusters Score -403891.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -404016.312500 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -404016.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -404170.500000 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -404170.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -404332.625000 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -404332.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -404457.343750 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -404457.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -404582.843750 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -404582.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -404688.312500 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -404688.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -404764.750000 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -404764.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -404825.750000 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -404825.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -404866.875000 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -404866.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -404900.562500 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -404900.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -404927.968750 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -404928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -404945.343750 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -404945.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -404955.000000 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -404955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -404964.125000 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -404964.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -404972.156250 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -404972.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -404982.625000 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -404982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -404992.906250 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -404992.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -405001.281250 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -405001.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -405009.531250 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -405009.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -405013.718750 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -405013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -405017.000000 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -405017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -405020.468750 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -405020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -405024.500000 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -405024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -405025.968750 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -405026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -405028.312500 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -405028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -405032.656250 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -405032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -405036.437500 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -405036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -405040.000000 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -405040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -405043.125000 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -405043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -405045.406250 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -405045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -405047.250000 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -405047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -405049.812500 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -405049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -405050.656250 Penalty: 2701.124512
	Iteration 38Q: 3 clusters Score -405050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -405052.625000 Penalty: 2701.124512
	Iteration 39Q: 3 clusters Score -405052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -405053.500000 Penalty: 2701.124512
	Iteration 40F: 3 clusters Score -405053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -405056.031250 Penalty: 2701.124512
	Iteration 41Q: 3 clusters Score -405056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -405057.812500 Penalty: 2701.124512
	Iteration 42Q: 3 clusters Score -405057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -405061.281250 Penalty: 2701.124512
	Iteration 43Q: 3 clusters Score -405061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -405064.375000 Penalty: 2701.124512
	Iteration 44Q: 3 clusters Score -405064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -405066.468750 Penalty: 2701.124512
	Iteration 45Q: 3 clusters Score -405066.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -405071.125000 Penalty: 2701.124512
	Iteration 46Q: 3 clusters Score -405071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -405075.656250 Penalty: 2701.124512
	Iteration 47Q: 3 clusters Score -405075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -405076.968750 Penalty: 2701.124512
	Iteration 48Q: 3 clusters Score -405077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405078.937500 Penalty: 2701.124512
	Iteration 49Q: 3 clusters Score -405078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405079.750000 Penalty: 2701.124512
	Iteration 50Q: 3 clusters Score -405079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405080.781250 Penalty: 2701.124512
	Iteration 51Q: 3 clusters Score -405080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405080.781250 Penalty: 2701.124512
	Iteration 52F: 3 clusters Score -405080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (156653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Entering Unmasked Estep 
Score: -16309550.000000 Penalty: 1943.790527
	Iteration 0F: 2 clusters Score -1.630955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -16208003.000000 Penalty: 3887.581055
	Iteration 0F: 3 clusters Score -1.6208e+07 nChanged 75548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -16252321.000000 Penalty: 3887.581055
	Iteration 1F: 3 clusters Score -1.625232e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -16253347.000000 Penalty: 3887.581055
	Iteration 2Q: 3 clusters Score -1.625335e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -16255004.000000 Penalty: 3887.581055
	Iteration 3Q: 3 clusters Score -1.6255e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -16258184.000000 Penalty: 3887.581055
	Iteration 4Q: 3 clusters Score -1.625818e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -16263904.000000 Penalty: 3887.581055
	Iteration 5F: 3 clusters Score -1.62639e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 116063 members 
Entering Unmasked Estep 
Score: -16273326.000000 Penalty: 3887.581055
	Iteration 6F: 3 clusters Score -1.627333e+07 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 129828 members 
Entering Unmasked Estep 
Score: -16285856.000000 Penalty: 3887.581055
	Iteration 7F: 3 clusters Score -1.628586e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 141829 members 
Entering Unmasked Estep 
Score: -16297124.000000 Penalty: 3887.581055
	Iteration 8F: 3 clusters Score -1.629712e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -16304088.000000 Penalty: 3887.581055
	Iteration 9F: 3 clusters Score -1.630409e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 153966 members 
Entering Unmasked Estep 
Score: -16306626.000000 Penalty: 3887.581055
	Iteration 10Q: 3 clusters Score -1.630663e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -16307381.000000 Penalty: 3887.581055
	Iteration 11Q: 3 clusters Score -1.630738e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -16307692.000000 Penalty: 3887.581055
	Iteration 12Q: 3 clusters Score -1.630769e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -16307773.000000 Penalty: 3887.581055
	Iteration 13Q: 3 clusters Score -1.630777e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -16307842.000000 Penalty: 3887.581055
	Iteration 14Q: 3 clusters Score -1.630784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
Score: -16307863.000000 Penalty: 3887.581055
	Iteration 15Q: 3 clusters Score -1.630786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -16307893.000000 Penalty: 3887.581055
	Iteration 16Q: 3 clusters Score -1.630789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -16307906.000000 Penalty: 3887.581055
	Iteration 17Q: 3 clusters Score -1.630791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156477 members 
Entering Unmasked Estep 
Score: -16307915.000000 Penalty: 3887.581055
	Iteration 18Q: 3 clusters Score -1.630792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -16307924.000000 Penalty: 3887.581055
	Iteration 19Q: 3 clusters Score -1.630792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156480 members 
Entering Unmasked Estep 
Score: -16307916.000000 Penalty: 3887.581055
	Iteration 20F: 3 clusters Score -1.630792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -16307916.000000 Penalty: 3887.581055
	Iteration 21Q: 3 clusters Score -1.630792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -16307932.000000 Penalty: 3887.581055
	Iteration 22Q: 3 clusters Score -1.630793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -16307927.000000 Penalty: 3887.581055
	Iteration 23Q: 3 clusters Score -1.630793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -16307927.000000 Penalty: 3887.581055
	Iteration 24F: 3 clusters Score -1.630793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Entering Unmasked Estep 
Score: -902758.250000 Penalty: 1488.191162
	Iteration 0F: 2 clusters Score -902758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -895976.125000 Penalty: 2976.382324
	Iteration 0F: 3 clusters Score -895976.1 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -898258.812500 Penalty: 2976.382324
	Iteration 1F: 3 clusters Score -898258.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -898584.062500 Penalty: 2976.382324
	Iteration 2F: 3 clusters Score -898584.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -898908.875000 Penalty: 2976.382324
	Iteration 3F: 3 clusters Score -898908.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -899230.812500 Penalty: 2976.382324
	Iteration 4F: 3 clusters Score -899230.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -899546.000000 Penalty: 2976.382324
	Iteration 5F: 3 clusters Score -899546 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -899944.687500 Penalty: 2976.382324
	Iteration 6F: 3 clusters Score -899944.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -900439.562500 Penalty: 2976.382324
	Iteration 7F: 3 clusters Score -900439.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -901023.625000 Penalty: 2976.382324
	Iteration 8F: 3 clusters Score -901023.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -901571.562500 Penalty: 2976.382324
	Iteration 9F: 3 clusters Score -901571.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -901940.937500 Penalty: 2976.382324
	Iteration 10Q: 3 clusters Score -901940.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -902211.437500 Penalty: 2976.382324
	Iteration 11Q: 3 clusters Score -902211.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -902386.437500 Penalty: 2976.382324
	Iteration 12Q: 3 clusters Score -902386.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -902523.062500 Penalty: 2976.382324
	Iteration 13Q: 3 clusters Score -902523.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -902604.500000 Penalty: 2976.382324
	Iteration 14Q: 3 clusters Score -902604.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -902660.250000 Penalty: 2976.382324
	Iteration 15Q: 3 clusters Score -902660.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -902706.812500 Penalty: 2976.382324
	Iteration 16Q: 3 clusters Score -902706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -902729.500000 Penalty: 2976.382324
	Iteration 17Q: 3 clusters Score -902729.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -902746.812500 Penalty: 2976.382324
	Iteration 18Q: 3 clusters Score -902746.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -902760.625000 Penalty: 2976.382324
	Iteration 19Q: 3 clusters Score -902760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -902773.500000 Penalty: 2976.382324
	Iteration 20F: 3 clusters Score -902773.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -902779.625000 Penalty: 2976.382324
	Iteration 21Q: 3 clusters Score -902779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -902782.625000 Penalty: 2976.382324
	Iteration 22Q: 3 clusters Score -902782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -902784.562500 Penalty: 2976.382324
	Iteration 23Q: 3 clusters Score -902784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -902788.437500 Penalty: 2976.382324
	Iteration 24Q: 3 clusters Score -902788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -902792.125000 Penalty: 2976.382324
	Iteration 25Q: 3 clusters Score -902792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -902795.437500 Penalty: 2976.382324
	Iteration 26Q: 3 clusters Score -902795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -902796.625000 Penalty: 2976.382324
	Iteration 27Q: 3 clusters Score -902796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -902797.437500 Penalty: 2976.382324
	Iteration 28Q: 3 clusters Score -902797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -902797.437500 Penalty: 2976.382324
	Iteration 29F: 3 clusters Score -902797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Mstep: Class 46 contains 529 members 
Entering Unmasked Estep 
Score: -154054400.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154054992.000000 to -154054400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (6065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Entering Unmasked Estep 
Score: -646727.875000 Penalty: 1415.422119
	Iteration 0F: 2 clusters Score -646727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -642079.437500 Penalty: 2830.844238
	Iteration 0F: 3 clusters Score -642079.4 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -643415.250000 Penalty: 2830.844238
	Iteration 1F: 3 clusters Score -643415.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -643610.187500 Penalty: 2830.844238
	Iteration 2F: 3 clusters Score -643610.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -643740.312500 Penalty: 2830.844238
	Iteration 3Q: 3 clusters Score -643740.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -643863.062500 Penalty: 2830.844238
	Iteration 4Q: 3 clusters Score -643863.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -643995.062500 Penalty: 2830.844238
	Iteration 5Q: 3 clusters Score -643995.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -644195.062500 Penalty: 2830.844238
	Iteration 6Q: 3 clusters Score -644195.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -644485.875000 Penalty: 2830.844238
	Iteration 7F: 3 clusters Score -644485.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -644927.875000 Penalty: 2830.844238
	Iteration 8F: 3 clusters Score -644927.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -645411.625000 Penalty: 2830.844238
	Iteration 9F: 3 clusters Score -645411.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -645717.812500 Penalty: 2830.844238
	Iteration 10F: 3 clusters Score -645717.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -645890.937500 Penalty: 2830.844238
	Iteration 11Q: 3 clusters Score -645890.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -645979.312500 Penalty: 2830.844238
	Iteration 12Q: 3 clusters Score -645979.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -646020.562500 Penalty: 2830.844238
	Iteration 13Q: 3 clusters Score -646020.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -646038.000000 Penalty: 2830.844238
	Iteration 14Q: 3 clusters Score -646038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -646047.000000 Penalty: 2830.844238
	Iteration 15Q: 3 clusters Score -646047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -646049.875000 Penalty: 2830.844238
	Iteration 16Q: 3 clusters Score -646049.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -646054.812500 Penalty: 2830.844238
	Iteration 17Q: 3 clusters Score -646054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -646055.250000 Penalty: 2830.844238
	Iteration 18Q: 3 clusters Score -646055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -646054.750000 Penalty: 2830.844238
	Iteration 19Q: 3 clusters Score -646054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -646055.937500 Penalty: 2830.844238
	Iteration 20F: 3 clusters Score -646055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -646057.125000 Penalty: 2830.844238
	Iteration 21Q: 3 clusters Score -646057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -646057.125000 Penalty: 2830.844238
	Iteration 22F: 3 clusters Score -646057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Entering Unmasked Estep 
Score: -10072796.000000 Penalty: 1864.382568
	Iteration 0F: 2 clusters Score -1.00728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -10008414.000000 Penalty: 3728.765137
	Iteration 0F: 3 clusters Score -1.000841e+07 nChanged 46060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -10035275.000000 Penalty: 3728.765137
	Iteration 1F: 3 clusters Score -1.003528e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -10036380.000000 Penalty: 3728.765137
	Iteration 2Q: 3 clusters Score -1.003638e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -10038530.000000 Penalty: 3728.765137
	Iteration 3Q: 3 clusters Score -1.003853e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -10042069.000000 Penalty: 3728.765137
	Iteration 4F: 3 clusters Score -1.004207e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -10047964.000000 Penalty: 3728.765137
	Iteration 5F: 3 clusters Score -1.004796e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -10055519.000000 Penalty: 3728.765137
	Iteration 6F: 3 clusters Score -1.005552e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -10062563.000000 Penalty: 3728.765137
	Iteration 7F: 3 clusters Score -1.006256e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -10067319.000000 Penalty: 3728.765137
	Iteration 8F: 3 clusters Score -1.006732e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -10069641.000000 Penalty: 3728.765137
	Iteration 9Q: 3 clusters Score -1.006964e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -10070581.000000 Penalty: 3728.765137
	Iteration 10Q: 3 clusters Score -1.007058e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -10070987.000000 Penalty: 3728.765137
	Iteration 11Q: 3 clusters Score -1.007099e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -10071229.000000 Penalty: 3728.765137
	Iteration 12Q: 3 clusters Score -1.007123e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -10071382.000000 Penalty: 3728.765137
	Iteration 13Q: 3 clusters Score -1.007138e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -10071502.000000 Penalty: 3728.765137
	Iteration 14Q: 3 clusters Score -1.00715e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -10071559.000000 Penalty: 3728.765137
	Iteration 15Q: 3 clusters Score -1.007156e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -10071615.000000 Penalty: 3728.765137
	Iteration 16Q: 3 clusters Score -1.007162e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -10071624.000000 Penalty: 3728.765137
	Iteration 17Q: 3 clusters Score -1.007162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -10071640.000000 Penalty: 3728.765137
	Iteration 18Q: 3 clusters Score -1.007164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -10071641.000000 Penalty: 3728.765137
	Iteration 19Q: 3 clusters Score -1.007164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -10071643.000000 Penalty: 3728.765137
	Iteration 20F: 3 clusters Score -1.007164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -10071639.000000 Penalty: 3728.765137
	Iteration 21Q: 3 clusters Score -1.007164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -10071638.000000 Penalty: 3728.765137
	Iteration 22Q: 3 clusters Score -1.007164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -10071638.000000 Penalty: 3728.765137
	Iteration 23Q: 3 clusters Score -1.007164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -10071641.000000 Penalty: 3728.765137
	Iteration 24Q: 3 clusters Score -1.007164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -10071636.000000 Penalty: 3728.765137
	Iteration 25Q: 3 clusters Score -1.007164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -10071636.000000 Penalty: 3728.765137
	Iteration 26F: 3 clusters Score -1.007164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -1043588.687500 Penalty: 1515.834595
	Iteration 0F: 2 clusters Score -1043589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1035701.437500 Penalty: 3031.669189
	Iteration 0F: 3 clusters Score -1035701 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1038662.562500 Penalty: 3031.669189
	Iteration 1F: 3 clusters Score -1038663 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1039368.000000 Penalty: 3031.669189
	Iteration 2F: 3 clusters Score -1039368 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1039998.062500 Penalty: 3031.669189
	Iteration 3F: 3 clusters Score -1039998 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1040450.625000 Penalty: 3031.669189
	Iteration 4F: 3 clusters Score -1040451 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1040754.312500 Penalty: 3031.669189
	Iteration 5F: 3 clusters Score -1040754 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1040937.937500 Penalty: 3031.669189
	Iteration 6Q: 3 clusters Score -1040938 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1041071.250000 Penalty: 3031.669189
	Iteration 7Q: 3 clusters Score -1041071 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1041182.000000 Penalty: 3031.669189
	Iteration 8Q: 3 clusters Score -1041182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1041277.437500 Penalty: 3031.669189
	Iteration 9Q: 3 clusters Score -1041277 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1041368.062500 Penalty: 3031.669189
	Iteration 10Q: 3 clusters Score -1041368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1041460.937500 Penalty: 3031.669189
	Iteration 11Q: 3 clusters Score -1041461 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1041550.937500 Penalty: 3031.669189
	Iteration 12Q: 3 clusters Score -1041551 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1041635.125000 Penalty: 3031.669189
	Iteration 13Q: 3 clusters Score -1041635 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1041751.312500 Penalty: 3031.669189
	Iteration 14Q: 3 clusters Score -1041751 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1041898.687500 Penalty: 3031.669189
	Iteration 15Q: 3 clusters Score -1041899 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1042076.687500 Penalty: 3031.669189
	Iteration 16Q: 3 clusters Score -1042077 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1042270.750000 Penalty: 3031.669189
	Iteration 17Q: 3 clusters Score -1042271 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1042467.312500 Penalty: 3031.669189
	Iteration 18Q: 3 clusters Score -1042467 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1042598.937500 Penalty: 3031.669189
	Iteration 19Q: 3 clusters Score -1042599 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1042684.500000 Penalty: 3031.669189
	Iteration 20F: 3 clusters Score -1042684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1042737.250000 Penalty: 3031.669189
	Iteration 21Q: 3 clusters Score -1042737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1042784.187500 Penalty: 3031.669189
	Iteration 22Q: 3 clusters Score -1042784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1042818.312500 Penalty: 3031.669189
	Iteration 23Q: 3 clusters Score -1042818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1042839.000000 Penalty: 3031.669189
	Iteration 24Q: 3 clusters Score -1042839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1042854.500000 Penalty: 3031.669189
	Iteration 25Q: 3 clusters Score -1042854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1042864.875000 Penalty: 3031.669189
	Iteration 26Q: 3 clusters Score -1042865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1042873.250000 Penalty: 3031.669189
	Iteration 27Q: 3 clusters Score -1042873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1042873.562500 Penalty: 3031.669189
	Iteration 28Q: 3 clusters Score -1042874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1042876.875000 Penalty: 3031.669189
	Iteration 29Q: 3 clusters Score -1042877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1042882.750000 Penalty: 3031.669189
	Iteration 30Q: 3 clusters Score -1042883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1042889.312500 Penalty: 3031.669189
	Iteration 31Q: 3 clusters Score -1042889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1042891.687500 Penalty: 3031.669189
	Iteration 32Q: 3 clusters Score -1042892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1042897.687500 Penalty: 3031.669189
	Iteration 33Q: 3 clusters Score -1042898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1042907.125000 Penalty: 3031.669189
	Iteration 34Q: 3 clusters Score -1042907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1042908.812500 Penalty: 3031.669189
	Iteration 35Q: 3 clusters Score -1042909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1042921.500000 Penalty: 3031.669189
	Iteration 36Q: 3 clusters Score -1042922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1042936.687500 Penalty: 3031.669189
	Iteration 37Q: 3 clusters Score -1042937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1042948.687500 Penalty: 3031.669189
	Iteration 38Q: 3 clusters Score -1042949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1042968.375000 Penalty: 3031.669189
	Iteration 39Q: 3 clusters Score -1042968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1042992.812500 Penalty: 3031.669189
	Iteration 40F: 3 clusters Score -1042993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1043027.562500 Penalty: 3031.669189
	Iteration 41Q: 3 clusters Score -1043028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1043059.125000 Penalty: 3031.669189
	Iteration 42Q: 3 clusters Score -1043059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1043069.937500 Penalty: 3031.669189
	Iteration 43Q: 3 clusters Score -1043070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1043077.875000 Penalty: 3031.669189
	Iteration 44Q: 3 clusters Score -1043078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1043084.937500 Penalty: 3031.669189
	Iteration 45Q: 3 clusters Score -1043085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1043086.250000 Penalty: 3031.669189
	Iteration 46Q: 3 clusters Score -1043086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1043085.375000 Penalty: 3031.669189
	Iteration 47Q: 3 clusters Score -1043085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1043088.812500 Penalty: 3031.669189
	Iteration 48Q: 3 clusters Score -1043089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1043090.125000 Penalty: 3031.669189
	Iteration 49Q: 3 clusters Score -1043090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1043091.937500 Penalty: 3031.669189
	Iteration 50Q: 3 clusters Score -1043092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1043092.500000 Penalty: 3031.669189
	Iteration 51Q: 3 clusters Score -1043092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1043092.500000 Penalty: 3031.669189
	Iteration 52Q: 3 clusters Score -1043092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1043090.937500 Penalty: 3031.669189
	Iteration 53Q: 3 clusters Score -1043091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1043093.312500 Penalty: 3031.669189
	Iteration 54Q: 3 clusters Score -1043093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1043094.062500 Penalty: 3031.669189
	Iteration 55Q: 3 clusters Score -1043094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1043094.875000 Penalty: 3031.669189
	Iteration 56Q: 3 clusters Score -1043095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1043094.250000 Penalty: 3031.669189
	Iteration 57Q: 3 clusters Score -1043094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1043095.625000 Penalty: 3031.669189
	Iteration 58Q: 3 clusters Score -1043096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1043093.875000 Penalty: 3031.669189
	Iteration 59Q: 3 clusters Score -1043094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1043095.125000 Penalty: 3031.669189
	Iteration 60F: 3 clusters Score -1043095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1043094.875000 Penalty: 3031.669189
	Iteration 61Q: 3 clusters Score -1043095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1043095.812500 Penalty: 3031.669189
	Iteration 62Q: 3 clusters Score -1043096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1043096.312500 Penalty: 3031.669189
	Iteration 63Q: 3 clusters Score -1043096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1043097.750000 Penalty: 3031.669189
	Iteration 64Q: 3 clusters Score -1043098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1043097.562500 Penalty: 3031.669189
	Iteration 65Q: 3 clusters Score -1043098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1043096.125000 Penalty: 3031.669189
	Iteration 66Q: 3 clusters Score -1043096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1043096.125000 Penalty: 3031.669189
	Iteration 67F: 3 clusters Score -1043096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Entering Unmasked Estep 
Score: -3030940.000000 Penalty: 1670.851562
	Iteration 0F: 2 clusters Score -3030940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3011525.000000 Penalty: 3341.703125
	Iteration 0F: 3 clusters Score -3011525 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3019215.750000 Penalty: 3341.703125
	Iteration 1F: 3 clusters Score -3019216 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3020014.750000 Penalty: 3341.703125
	Iteration 2F: 3 clusters Score -3020015 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3020959.500000 Penalty: 3341.703125
	Iteration 3F: 3 clusters Score -3020960 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3022188.750000 Penalty: 3341.703125
	Iteration 4F: 3 clusters Score -3022189 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3023665.000000 Penalty: 3341.703125
	Iteration 5F: 3 clusters Score -3023665 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3025046.750000 Penalty: 3341.703125
	Iteration 6F: 3 clusters Score -3025047 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3025995.000000 Penalty: 3341.703125
	Iteration 7Q: 3 clusters Score -3025995 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3026556.750000 Penalty: 3341.703125
	Iteration 8Q: 3 clusters Score -3026557 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3026870.250000 Penalty: 3341.703125
	Iteration 9Q: 3 clusters Score -3026870 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3027090.000000 Penalty: 3341.703125
	Iteration 10Q: 3 clusters Score -3027090 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3027256.250000 Penalty: 3341.703125
	Iteration 11Q: 3 clusters Score -3027256 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3027405.500000 Penalty: 3341.703125
	Iteration 12Q: 3 clusters Score -3027406 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3027514.500000 Penalty: 3341.703125
	Iteration 13Q: 3 clusters Score -3027514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3027627.250000 Penalty: 3341.703125
	Iteration 14Q: 3 clusters Score -3027627 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3027718.000000 Penalty: 3341.703125
	Iteration 15Q: 3 clusters Score -3027718 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3027816.000000 Penalty: 3341.703125
	Iteration 16Q: 3 clusters Score -3027816 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3027942.000000 Penalty: 3341.703125
	Iteration 17Q: 3 clusters Score -3027942 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3028053.750000 Penalty: 3341.703125
	Iteration 18Q: 3 clusters Score -3028054 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3028181.250000 Penalty: 3341.703125
	Iteration 19Q: 3 clusters Score -3028181 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3028290.750000 Penalty: 3341.703125
	Iteration 20F: 3 clusters Score -3028291 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3028391.500000 Penalty: 3341.703125
	Iteration 21Q: 3 clusters Score -3028392 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3028464.250000 Penalty: 3341.703125
	Iteration 22Q: 3 clusters Score -3028464 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3028535.750000 Penalty: 3341.703125
	Iteration 23Q: 3 clusters Score -3028536 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3028617.500000 Penalty: 3341.703125
	Iteration 24Q: 3 clusters Score -3028618 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3028690.250000 Penalty: 3341.703125
	Iteration 25Q: 3 clusters Score -3028690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3028737.250000 Penalty: 3341.703125
	Iteration 26Q: 3 clusters Score -3028737 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3028781.250000 Penalty: 3341.703125
	Iteration 27Q: 3 clusters Score -3028781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3028816.750000 Penalty: 3341.703125
	Iteration 28Q: 3 clusters Score -3028817 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3028858.250000 Penalty: 3341.703125
	Iteration 29Q: 3 clusters Score -3028858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3028909.750000 Penalty: 3341.703125
	Iteration 30Q: 3 clusters Score -3028910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3028952.250000 Penalty: 3341.703125
	Iteration 31Q: 3 clusters Score -3028952 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3029013.500000 Penalty: 3341.703125
	Iteration 32Q: 3 clusters Score -3029014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3029048.000000 Penalty: 3341.703125
	Iteration 33Q: 3 clusters Score -3029048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3029085.000000 Penalty: 3341.703125
	Iteration 34Q: 3 clusters Score -3029085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3029117.750000 Penalty: 3341.703125
	Iteration 35Q: 3 clusters Score -3029118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3029137.500000 Penalty: 3341.703125
	Iteration 36Q: 3 clusters Score -3029138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3029167.750000 Penalty: 3341.703125
	Iteration 37Q: 3 clusters Score -3029168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3029183.000000 Penalty: 3341.703125
	Iteration 38Q: 3 clusters Score -3029183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3029215.250000 Penalty: 3341.703125
	Iteration 39Q: 3 clusters Score -3029215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3029242.750000 Penalty: 3341.703125
	Iteration 40F: 3 clusters Score -3029243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3029263.250000 Penalty: 3341.703125
	Iteration 41Q: 3 clusters Score -3029263 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3029295.500000 Penalty: 3341.703125
	Iteration 42Q: 3 clusters Score -3029296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3029322.250000 Penalty: 3341.703125
	Iteration 43Q: 3 clusters Score -3029322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3029332.750000 Penalty: 3341.703125
	Iteration 44Q: 3 clusters Score -3029333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3029340.500000 Penalty: 3341.703125
	Iteration 45Q: 3 clusters Score -3029340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3029349.250000 Penalty: 3341.703125
	Iteration 46Q: 3 clusters Score -3029349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3029366.250000 Penalty: 3341.703125
	Iteration 47Q: 3 clusters Score -3029366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3029377.750000 Penalty: 3341.703125
	Iteration 48Q: 3 clusters Score -3029378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3029392.250000 Penalty: 3341.703125
	Iteration 49Q: 3 clusters Score -3029392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3029407.250000 Penalty: 3341.703125
	Iteration 50Q: 3 clusters Score -3029407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3029430.500000 Penalty: 3341.703125
	Iteration 51Q: 3 clusters Score -3029430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3029436.500000 Penalty: 3341.703125
	Iteration 52Q: 3 clusters Score -3029436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3029446.000000 Penalty: 3341.703125
	Iteration 53Q: 3 clusters Score -3029446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3029448.500000 Penalty: 3341.703125
	Iteration 54Q: 3 clusters Score -3029448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3029453.750000 Penalty: 3341.703125
	Iteration 55Q: 3 clusters Score -3029454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3029460.500000 Penalty: 3341.703125
	Iteration 56Q: 3 clusters Score -3029460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3029460.000000 Penalty: 3341.703125
	Iteration 57Q: 3 clusters Score -3029460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3029468.750000 Penalty: 3341.703125
	Iteration 58Q: 3 clusters Score -3029469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3029476.250000 Penalty: 3341.703125
	Iteration 59Q: 3 clusters Score -3029476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3029482.000000 Penalty: 3341.703125
	Iteration 60F: 3 clusters Score -3029482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3029485.500000 Penalty: 3341.703125
	Iteration 61Q: 3 clusters Score -3029486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3029489.000000 Penalty: 3341.703125
	Iteration 62Q: 3 clusters Score -3029489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3029495.000000 Penalty: 3341.703125
	Iteration 63Q: 3 clusters Score -3029495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3029494.250000 Penalty: 3341.703125
	Iteration 64Q: 3 clusters Score -3029494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3029496.250000 Penalty: 3341.703125
	Iteration 65Q: 3 clusters Score -3029496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3029499.750000 Penalty: 3341.703125
	Iteration 66Q: 3 clusters Score -3029500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3029501.500000 Penalty: 3341.703125
	Iteration 67Q: 3 clusters Score -3029502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3029499.500000 Penalty: 3341.703125
	Iteration 68Q: 3 clusters Score -3029500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3029501.500000 Penalty: 3341.703125
	Iteration 69Q: 3 clusters Score -3029502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3029501.000000 Penalty: 3341.703125
	Iteration 70Q: 3 clusters Score -3029501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3029504.250000 Penalty: 3341.703125
	Iteration 71Q: 3 clusters Score -3029504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3029504.250000 Penalty: 3341.703125
	Iteration 72F: 3 clusters Score -3029504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (122162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Entering Unmasked Estep 
Score: -12750698.000000 Penalty: 1903.379272
	Iteration 0F: 2 clusters Score -1.27507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -12668966.000000 Penalty: 3806.758545
	Iteration 0F: 3 clusters Score -1.266897e+07 nChanged 58656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -12704265.000000 Penalty: 3806.758545
	Iteration 1F: 3 clusters Score -1.270426e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -12706056.000000 Penalty: 3806.758545
	Iteration 2Q: 3 clusters Score -1.270606e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -12708467.000000 Penalty: 3806.758545
	Iteration 3Q: 3 clusters Score -1.270847e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -12711827.000000 Penalty: 3806.758545
	Iteration 4F: 3 clusters Score -1.271183e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -12715889.000000 Penalty: 3806.758545
	Iteration 5F: 3 clusters Score -1.271589e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -12720435.000000 Penalty: 3806.758545
	Iteration 6F: 3 clusters Score -1.272044e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -12725486.000000 Penalty: 3806.758545
	Iteration 7F: 3 clusters Score -1.272549e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -12730426.000000 Penalty: 3806.758545
	Iteration 8F: 3 clusters Score -1.273043e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -12734964.000000 Penalty: 3806.758545
	Iteration 9F: 3 clusters Score -1.273496e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -12738778.000000 Penalty: 3806.758545
	Iteration 10Q: 3 clusters Score -1.273878e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 111370 members 
Entering Unmasked Estep 
Score: -12741826.000000 Penalty: 3806.758545
	Iteration 11Q: 3 clusters Score -1.274183e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -12744277.000000 Penalty: 3806.758545
	Iteration 12Q: 3 clusters Score -1.274428e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -12746225.000000 Penalty: 3806.758545
	Iteration 13Q: 3 clusters Score -1.274622e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 119233 members 
Entering Unmasked Estep 
Score: -12747382.000000 Penalty: 3806.758545
	Iteration 14Q: 3 clusters Score -1.274738e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 120288 members 
Entering Unmasked Estep 
Score: -12748119.000000 Penalty: 3806.758545
	Iteration 15Q: 3 clusters Score -1.274812e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 120911 members 
Entering Unmasked Estep 
Score: -12748554.000000 Penalty: 3806.758545
	Iteration 16Q: 3 clusters Score -1.274855e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 121235 members 
Entering Unmasked Estep 
Score: -12748766.000000 Penalty: 3806.758545
	Iteration 17Q: 3 clusters Score -1.274877e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -12748899.000000 Penalty: 3806.758545
	Iteration 18Q: 3 clusters Score -1.27489e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 121511 members 
Entering Unmasked Estep 
Score: -12749010.000000 Penalty: 3806.758545
	Iteration 19Q: 3 clusters Score -1.274901e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -12749056.000000 Penalty: 3806.758545
	Iteration 20F: 3 clusters Score -1.274906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -12749100.000000 Penalty: 3806.758545
	Iteration 21Q: 3 clusters Score -1.27491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 121635 members 
Entering Unmasked Estep 
Score: -12749119.000000 Penalty: 3806.758545
	Iteration 22Q: 3 clusters Score -1.274912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -12749133.000000 Penalty: 3806.758545
	Iteration 23Q: 3 clusters Score -1.274913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -12749159.000000 Penalty: 3806.758545
	Iteration 24Q: 3 clusters Score -1.274916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -12749177.000000 Penalty: 3806.758545
	Iteration 25Q: 3 clusters Score -1.274918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -12749195.000000 Penalty: 3806.758545
	Iteration 26Q: 3 clusters Score -1.27492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 121700 members 
Entering Unmasked Estep 
Score: -12749197.000000 Penalty: 3806.758545
	Iteration 27Q: 3 clusters Score -1.27492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 121700 members 
Entering Unmasked Estep 
Score: -12749185.000000 Penalty: 3806.758545
	Iteration 28Q: 3 clusters Score -1.274918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -12749190.000000 Penalty: 3806.758545
	Iteration 29Q: 3 clusters Score -1.274919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -12749187.000000 Penalty: 3806.758545
	Iteration 30Q: 3 clusters Score -1.274919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -12749189.000000 Penalty: 3806.758545
	Iteration 31Q: 3 clusters Score -1.274919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 121704 members 
Entering Unmasked Estep 
Score: -12749186.000000 Penalty: 3806.758545
	Iteration 32Q: 3 clusters Score -1.274919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -12749190.000000 Penalty: 3806.758545
	Iteration 33Q: 3 clusters Score -1.274919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -12749189.000000 Penalty: 3806.758545
	Iteration 34Q: 3 clusters Score -1.274919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -12749189.000000 Penalty: 3806.758545
	Iteration 35F: 3 clusters Score -1.274919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -305022.437500 Penalty: 1308.601562
	Iteration 0F: 2 clusters Score -305022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -302197.781250 Penalty: 2617.203125
	Iteration 0F: 3 clusters Score -302197.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -302865.468750 Penalty: 2617.203125
	Iteration 1F: 3 clusters Score -302865.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -303046.593750 Penalty: 2617.203125
	Iteration 2F: 3 clusters Score -303046.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -303224.531250 Penalty: 2617.203125
	Iteration 3F: 3 clusters Score -303224.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303398.093750 Penalty: 2617.203125
	Iteration 4F: 3 clusters Score -303398.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303582.343750 Penalty: 2617.203125
	Iteration 5F: 3 clusters Score -303582.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -303730.718750 Penalty: 2617.203125
	Iteration 6F: 3 clusters Score -303730.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303883.312500 Penalty: 2617.203125
	Iteration 7Q: 3 clusters Score -303883.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303992.000000 Penalty: 2617.203125
	Iteration 8Q: 3 clusters Score -303992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -304102.281250 Penalty: 2617.203125
	Iteration 9Q: 3 clusters Score -304102.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -304201.000000 Penalty: 2617.203125
	Iteration 10Q: 3 clusters Score -304201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -304276.187500 Penalty: 2617.203125
	Iteration 11Q: 3 clusters Score -304276.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -304348.656250 Penalty: 2617.203125
	Iteration 12Q: 3 clusters Score -304348.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -304396.625000 Penalty: 2617.203125
	Iteration 13Q: 3 clusters Score -304396.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304429.781250 Penalty: 2617.203125
	Iteration 14Q: 3 clusters Score -304429.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304446.281250 Penalty: 2617.203125
	Iteration 15Q: 3 clusters Score -304446.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -304459.281250 Penalty: 2617.203125
	Iteration 16Q: 3 clusters Score -304459.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -304468.531250 Penalty: 2617.203125
	Iteration 17Q: 3 clusters Score -304468.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -304473.750000 Penalty: 2617.203125
	Iteration 18Q: 3 clusters Score -304473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -304479.000000 Penalty: 2617.203125
	Iteration 19Q: 3 clusters Score -304479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -304488.218750 Penalty: 2617.203125
	Iteration 20F: 3 clusters Score -304488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -304493.906250 Penalty: 2617.203125
	Iteration 21Q: 3 clusters Score -304493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -304499.093750 Penalty: 2617.203125
	Iteration 22Q: 3 clusters Score -304499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -304504.343750 Penalty: 2617.203125
	Iteration 23Q: 3 clusters Score -304504.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -304510.593750 Penalty: 2617.203125
	Iteration 24Q: 3 clusters Score -304510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -304516.406250 Penalty: 2617.203125
	Iteration 25Q: 3 clusters Score -304516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -304523.843750 Penalty: 2617.203125
	Iteration 26Q: 3 clusters Score -304523.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -304533.968750 Penalty: 2617.203125
	Iteration 27Q: 3 clusters Score -304534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -304545.781250 Penalty: 2617.203125
	Iteration 28Q: 3 clusters Score -304545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -304559.218750 Penalty: 2617.203125
	Iteration 29Q: 3 clusters Score -304559.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -304578.437500 Penalty: 2617.203125
	Iteration 30Q: 3 clusters Score -304578.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -304596.281250 Penalty: 2617.203125
	Iteration 31Q: 3 clusters Score -304596.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -304616.812500 Penalty: 2617.203125
	Iteration 32Q: 3 clusters Score -304616.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -304635.218750 Penalty: 2617.203125
	Iteration 33Q: 3 clusters Score -304635.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -304645.843750 Penalty: 2617.203125
	Iteration 34Q: 3 clusters Score -304645.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -304659.375000 Penalty: 2617.203125
	Iteration 35Q: 3 clusters Score -304659.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -304673.375000 Penalty: 2617.203125
	Iteration 36Q: 3 clusters Score -304673.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -304686.187500 Penalty: 2617.203125
	Iteration 37Q: 3 clusters Score -304686.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -304697.062500 Penalty: 2617.203125
	Iteration 38Q: 3 clusters Score -304697.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -304707.031250 Penalty: 2617.203125
	Iteration 39Q: 3 clusters Score -304707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -304719.093750 Penalty: 2617.203125
	Iteration 40F: 3 clusters Score -304719.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -304732.781250 Penalty: 2617.203125
	Iteration 41Q: 3 clusters Score -304732.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -304742.000000 Penalty: 2617.203125
	Iteration 42Q: 3 clusters Score -304742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -304752.156250 Penalty: 2617.203125
	Iteration 43Q: 3 clusters Score -304752.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -304767.187500 Penalty: 2617.203125
	Iteration 44Q: 3 clusters Score -304767.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -304775.500000 Penalty: 2617.203125
	Iteration 45Q: 3 clusters Score -304775.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -304782.468750 Penalty: 2617.203125
	Iteration 46Q: 3 clusters Score -304782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -304785.781250 Penalty: 2617.203125
	Iteration 47Q: 3 clusters Score -304785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -304786.718750 Penalty: 2617.203125
	Iteration 48Q: 3 clusters Score -304786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -304787.968750 Penalty: 2617.203125
	Iteration 49Q: 3 clusters Score -304788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -304788.781250 Penalty: 2617.203125
	Iteration 50Q: 3 clusters Score -304788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -304789.187500 Penalty: 2617.203125
	Iteration 51Q: 3 clusters Score -304789.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -304789.187500 Penalty: 2617.203125
	Iteration 52F: 3 clusters Score -304789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -503329.656250 Penalty: 1386.783081
	Iteration 0F: 2 clusters Score -503329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -499322.593750 Penalty: 2773.566162
	Iteration 0F: 3 clusters Score -499322.6 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -500583.125000 Penalty: 2773.566162
	Iteration 1F: 3 clusters Score -500583.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -500899.093750 Penalty: 2773.566162
	Iteration 2F: 3 clusters Score -500899.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -501152.062500 Penalty: 2773.566162
	Iteration 3F: 3 clusters Score -501152.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -501373.000000 Penalty: 2773.566162
	Iteration 4F: 3 clusters Score -501373 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -501534.125000 Penalty: 2773.566162
	Iteration 5F: 3 clusters Score -501534.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -501672.625000 Penalty: 2773.566162
	Iteration 6Q: 3 clusters Score -501672.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -501800.250000 Penalty: 2773.566162
	Iteration 7Q: 3 clusters Score -501800.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -501935.500000 Penalty: 2773.566162
	Iteration 8Q: 3 clusters Score -501935.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -502062.343750 Penalty: 2773.566162
	Iteration 9Q: 3 clusters Score -502062.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -502164.093750 Penalty: 2773.566162
	Iteration 10Q: 3 clusters Score -502164.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -502256.531250 Penalty: 2773.566162
	Iteration 11Q: 3 clusters Score -502256.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -502331.531250 Penalty: 2773.566162
	Iteration 12Q: 3 clusters Score -502331.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -502396.250000 Penalty: 2773.566162
	Iteration 13Q: 3 clusters Score -502396.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -502461.687500 Penalty: 2773.566162
	Iteration 14Q: 3 clusters Score -502461.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -502506.437500 Penalty: 2773.566162
	Iteration 15Q: 3 clusters Score -502506.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -502538.812500 Penalty: 2773.566162
	Iteration 16Q: 3 clusters Score -502538.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -502552.000000 Penalty: 2773.566162
	Iteration 17Q: 3 clusters Score -502552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -502561.093750 Penalty: 2773.566162
	Iteration 18Q: 3 clusters Score -502561.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -502566.875000 Penalty: 2773.566162
	Iteration 19Q: 3 clusters Score -502566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -502573.125000 Penalty: 2773.566162
	Iteration 20F: 3 clusters Score -502573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -502579.062500 Penalty: 2773.566162
	Iteration 21Q: 3 clusters Score -502579.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -502585.437500 Penalty: 2773.566162
	Iteration 22Q: 3 clusters Score -502585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -502590.562500 Penalty: 2773.566162
	Iteration 23Q: 3 clusters Score -502590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -502595.468750 Penalty: 2773.566162
	Iteration 24Q: 3 clusters Score -502595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -502601.593750 Penalty: 2773.566162
	Iteration 25Q: 3 clusters Score -502601.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -502610.375000 Penalty: 2773.566162
	Iteration 26Q: 3 clusters Score -502610.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -502619.125000 Penalty: 2773.566162
	Iteration 27Q: 3 clusters Score -502619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -502625.875000 Penalty: 2773.566162
	Iteration 28Q: 3 clusters Score -502625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -502633.468750 Penalty: 2773.566162
	Iteration 29Q: 3 clusters Score -502633.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -502639.250000 Penalty: 2773.566162
	Iteration 30Q: 3 clusters Score -502639.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -502648.937500 Penalty: 2773.566162
	Iteration 31Q: 3 clusters Score -502648.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -502657.500000 Penalty: 2773.566162
	Iteration 32Q: 3 clusters Score -502657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -502661.562500 Penalty: 2773.566162
	Iteration 33Q: 3 clusters Score -502661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -502663.093750 Penalty: 2773.566162
	Iteration 34Q: 3 clusters Score -502663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -502664.375000 Penalty: 2773.566162
	Iteration 35Q: 3 clusters Score -502664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -502664.687500 Penalty: 2773.566162
	Iteration 36Q: 3 clusters Score -502664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -502664.687500 Penalty: 2773.566162
	Iteration 37Q: 3 clusters Score -502664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -502666.343750 Penalty: 2773.566162
	Iteration 38Q: 3 clusters Score -502666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -502666.343750 Penalty: 2773.566162
	Iteration 39F: 3 clusters Score -502666.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -126061.429688 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -126061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -124349.328125 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -124349.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -125048.109375 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -125048.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125478.648438 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -125478.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125731.781250 Penalty: 2383.869141
	Iteration 3F: 3 clusters Score -125731.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125836.164062 Penalty: 2383.869141
	Iteration 4F: 3 clusters Score -125836.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -125882.296875 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -125882.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125912.101562 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -125912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125926.148438 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -125926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125931.234375 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -125931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125934.921875 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -125934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125939.117188 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -125939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125941.984375 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -125942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125946.414062 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -125946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125946.757812 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -125946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125946.757812 Penalty: 2383.869141
	Iteration 14F: 3 clusters Score -125946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (65778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Entering Unmasked Estep 
Score: -6967189.500000 Penalty: 1802.781616
	Iteration 0F: 2 clusters Score -6967190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -6923282.500000 Penalty: 3605.563232
	Iteration 0F: 3 clusters Score -6923282 nChanged 31137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -6941497.500000 Penalty: 3605.563232
	Iteration 1F: 3 clusters Score -6941498 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6942743.000000 Penalty: 3605.563232
	Iteration 2Q: 3 clusters Score -6942743 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6944624.000000 Penalty: 3605.563232
	Iteration 3F: 3 clusters Score -6944624 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -6947303.000000 Penalty: 3605.563232
	Iteration 4F: 3 clusters Score -6947303 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -6950632.500000 Penalty: 3605.563232
	Iteration 5F: 3 clusters Score -6950632 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -6953938.500000 Penalty: 3605.563232
	Iteration 6F: 3 clusters Score -6953938 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -6956915.000000 Penalty: 3605.563232
	Iteration 7F: 3 clusters Score -6956915 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6959480.500000 Penalty: 3605.563232
	Iteration 8F: 3 clusters Score -6959480 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -6961502.500000 Penalty: 3605.563232
	Iteration 9Q: 3 clusters Score -6961502 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -6963133.500000 Penalty: 3605.563232
	Iteration 10Q: 3 clusters Score -6963134 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6964259.000000 Penalty: 3605.563232
	Iteration 11Q: 3 clusters Score -6964259 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6964944.500000 Penalty: 3605.563232
	Iteration 12Q: 3 clusters Score -6964944 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6965289.000000 Penalty: 3605.563232
	Iteration 13Q: 3 clusters Score -6965289 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6965456.000000 Penalty: 3605.563232
	Iteration 14Q: 3 clusters Score -6965456 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6965593.500000 Penalty: 3605.563232
	Iteration 15Q: 3 clusters Score -6965594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6965648.500000 Penalty: 3605.563232
	Iteration 16Q: 3 clusters Score -6965648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6965677.500000 Penalty: 3605.563232
	Iteration 17Q: 3 clusters Score -6965678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6965703.000000 Penalty: 3605.563232
	Iteration 18Q: 3 clusters Score -6965703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6965712.000000 Penalty: 3605.563232
	Iteration 19Q: 3 clusters Score -6965712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6965720.000000 Penalty: 3605.563232
	Iteration 20F: 3 clusters Score -6965720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6965730.500000 Penalty: 3605.563232
	Iteration 21Q: 3 clusters Score -6965730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6965744.500000 Penalty: 3605.563232
	Iteration 22Q: 3 clusters Score -6965744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6965735.500000 Penalty: 3605.563232
	Iteration 23Q: 3 clusters Score -6965736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6965740.000000 Penalty: 3605.563232
	Iteration 24Q: 3 clusters Score -6965740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6965749.500000 Penalty: 3605.563232
	Iteration 25Q: 3 clusters Score -6965750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6965755.500000 Penalty: 3605.563232
	Iteration 26Q: 3 clusters Score -6965756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6965757.500000 Penalty: 3605.563232
	Iteration 27Q: 3 clusters Score -6965758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6965755.000000 Penalty: 3605.563232
	Iteration 28Q: 3 clusters Score -6965755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6965761.000000 Penalty: 3605.563232
	Iteration 29Q: 3 clusters Score -6965761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6965756.500000 Penalty: 3605.563232
	Iteration 30Q: 3 clusters Score -6965756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6965759.500000 Penalty: 3605.563232
	Iteration 31Q: 3 clusters Score -6965760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6965757.500000 Penalty: 3605.563232
	Iteration 32Q: 3 clusters Score -6965758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6965761.000000 Penalty: 3605.563232
	Iteration 33Q: 3 clusters Score -6965761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6965763.000000 Penalty: 3605.563232
	Iteration 34Q: 3 clusters Score -6965763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6965764.500000 Penalty: 3605.563232
	Iteration 35Q: 3 clusters Score -6965764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6965768.000000 Penalty: 3605.563232
	Iteration 36Q: 3 clusters Score -6965768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6965772.000000 Penalty: 3605.563232
	Iteration 37Q: 3 clusters Score -6965772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6965764.500000 Penalty: 3605.563232
	Iteration 38Q: 3 clusters Score -6965764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6965770.500000 Penalty: 3605.563232
	Iteration 39Q: 3 clusters Score -6965770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6965778.000000 Penalty: 3605.563232
	Iteration 40F: 3 clusters Score -6965778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6965777.500000 Penalty: 3605.563232
	Iteration 41Q: 3 clusters Score -6965778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6965777.500000 Penalty: 3605.563232
	Iteration 42Q: 3 clusters Score -6965778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6965779.000000 Penalty: 3605.563232
	Iteration 43Q: 3 clusters Score -6965779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6965773.000000 Penalty: 3605.563232
	Iteration 44Q: 3 clusters Score -6965773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6965771.500000 Penalty: 3605.563232
	Iteration 45Q: 3 clusters Score -6965772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6965778.500000 Penalty: 3605.563232
	Iteration 46Q: 3 clusters Score -6965778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6965773.000000 Penalty: 3605.563232
	Iteration 47Q: 3 clusters Score -6965773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6965779.000000 Penalty: 3605.563232
	Iteration 48Q: 3 clusters Score -6965779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6965781.000000 Penalty: 3605.563232
	Iteration 49Q: 3 clusters Score -6965781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6965791.000000 Penalty: 3605.563232
	Iteration 50Q: 3 clusters Score -6965791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6965785.000000 Penalty: 3605.563232
	Iteration 51Q: 3 clusters Score -6965785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6965798.000000 Penalty: 3605.563232
	Iteration 52Q: 3 clusters Score -6965798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6965796.500000 Penalty: 3605.563232
	Iteration 53Q: 3 clusters Score -6965796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6965795.500000 Penalty: 3605.563232
	Iteration 54Q: 3 clusters Score -6965796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6965799.500000 Penalty: 3605.563232
	Iteration 55Q: 3 clusters Score -6965800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6965809.000000 Penalty: 3605.563232
	Iteration 56Q: 3 clusters Score -6965809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6965811.000000 Penalty: 3605.563232
	Iteration 57Q: 3 clusters Score -6965811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6965812.000000 Penalty: 3605.563232
	Iteration 58Q: 3 clusters Score -6965812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6965814.500000 Penalty: 3605.563232
	Iteration 59Q: 3 clusters Score -6965814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6965815.000000 Penalty: 3605.563232
	Iteration 60F: 3 clusters Score -6965815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6965819.000000 Penalty: 3605.563232
	Iteration 61Q: 3 clusters Score -6965819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6965815.000000 Penalty: 3605.563232
	Iteration 62Q: 3 clusters Score -6965815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6965820.500000 Penalty: 3605.563232
	Iteration 63Q: 3 clusters Score -6965820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6965817.000000 Penalty: 3605.563232
	Iteration 64Q: 3 clusters Score -6965817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6965816.500000 Penalty: 3605.563232
	Iteration 65Q: 3 clusters Score -6965816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6965820.000000 Penalty: 3605.563232
	Iteration 66Q: 3 clusters Score -6965820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6965820.500000 Penalty: 3605.563232
	Iteration 67Q: 3 clusters Score -6965820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6965815.500000 Penalty: 3605.563232
	Iteration 68Q: 3 clusters Score -6965816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6965819.500000 Penalty: 3605.563232
	Iteration 69Q: 3 clusters Score -6965820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6965818.500000 Penalty: 3605.563232
	Iteration 70Q: 3 clusters Score -6965818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6965818.500000 Penalty: 3605.563232
	Iteration 71Q: 3 clusters Score -6965818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6965828.500000 Penalty: 3605.563232
	Iteration 72Q: 3 clusters Score -6965828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6965829.000000 Penalty: 3605.563232
	Iteration 73Q: 3 clusters Score -6965829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6965829.000000 Penalty: 3605.563232
	Iteration 74F: 3 clusters Score -6965829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -475317.531250 Penalty: 1391.879395
	Iteration 0F: 2 clusters Score -475317.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -471266.000000 Penalty: 2783.758789
	Iteration 0F: 3 clusters Score -471266 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -472722.875000 Penalty: 2783.758789
	Iteration 1F: 3 clusters Score -472722.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -473220.500000 Penalty: 2783.758789
	Iteration 2F: 3 clusters Score -473220.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -473653.000000 Penalty: 2783.758789
	Iteration 3F: 3 clusters Score -473653 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -473947.187500 Penalty: 2783.758789
	Iteration 4F: 3 clusters Score -473947.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -474132.406250 Penalty: 2783.758789
	Iteration 5Q: 3 clusters Score -474132.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -474298.937500 Penalty: 2783.758789
	Iteration 6Q: 3 clusters Score -474298.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -474494.531250 Penalty: 2783.758789
	Iteration 7Q: 3 clusters Score -474494.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -474647.718750 Penalty: 2783.758789
	Iteration 8Q: 3 clusters Score -474647.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -474755.375000 Penalty: 2783.758789
	Iteration 9Q: 3 clusters Score -474755.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -474833.375000 Penalty: 2783.758789
	Iteration 10Q: 3 clusters Score -474833.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -474886.343750 Penalty: 2783.758789
	Iteration 11Q: 3 clusters Score -474886.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -474927.687500 Penalty: 2783.758789
	Iteration 12Q: 3 clusters Score -474927.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -474955.875000 Penalty: 2783.758789
	Iteration 13Q: 3 clusters Score -474955.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -474983.968750 Penalty: 2783.758789
	Iteration 14Q: 3 clusters Score -474984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -475010.531250 Penalty: 2783.758789
	Iteration 15Q: 3 clusters Score -475010.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -475036.031250 Penalty: 2783.758789
	Iteration 16Q: 3 clusters Score -475036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -475056.375000 Penalty: 2783.758789
	Iteration 17Q: 3 clusters Score -475056.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -475075.000000 Penalty: 2783.758789
	Iteration 18Q: 3 clusters Score -475075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -475088.875000 Penalty: 2783.758789
	Iteration 19Q: 3 clusters Score -475088.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -475100.500000 Penalty: 2783.758789
	Iteration 20F: 3 clusters Score -475100.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -475107.156250 Penalty: 2783.758789
	Iteration 21Q: 3 clusters Score -475107.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -475114.218750 Penalty: 2783.758789
	Iteration 22Q: 3 clusters Score -475114.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -475120.843750 Penalty: 2783.758789
	Iteration 23Q: 3 clusters Score -475120.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -475131.343750 Penalty: 2783.758789
	Iteration 24Q: 3 clusters Score -475131.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -475142.250000 Penalty: 2783.758789
	Iteration 25Q: 3 clusters Score -475142.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -475148.656250 Penalty: 2783.758789
	Iteration 26Q: 3 clusters Score -475148.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -475156.281250 Penalty: 2783.758789
	Iteration 27Q: 3 clusters Score -475156.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -475171.906250 Penalty: 2783.758789
	Iteration 28Q: 3 clusters Score -475171.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -475193.625000 Penalty: 2783.758789
	Iteration 29Q: 3 clusters Score -475193.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -475215.562500 Penalty: 2783.758789
	Iteration 30Q: 3 clusters Score -475215.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -475235.937500 Penalty: 2783.758789
	Iteration 31Q: 3 clusters Score -475235.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -475255.187500 Penalty: 2783.758789
	Iteration 32Q: 3 clusters Score -475255.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -475275.343750 Penalty: 2783.758789
	Iteration 33Q: 3 clusters Score -475275.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -475292.156250 Penalty: 2783.758789
	Iteration 34Q: 3 clusters Score -475292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -475306.625000 Penalty: 2783.758789
	Iteration 35Q: 3 clusters Score -475306.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -475317.031250 Penalty: 2783.758789
	Iteration 36Q: 3 clusters Score -475317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -475327.812500 Penalty: 2783.758789
	Iteration 37Q: 3 clusters Score -475327.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -475336.375000 Penalty: 2783.758789
	Iteration 38Q: 3 clusters Score -475336.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -475343.625000 Penalty: 2783.758789
	Iteration 39Q: 3 clusters Score -475343.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -475351.062500 Penalty: 2783.758789
	Iteration 40F: 3 clusters Score -475351.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -475359.562500 Penalty: 2783.758789
	Iteration 41Q: 3 clusters Score -475359.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -475367.156250 Penalty: 2783.758789
	Iteration 42Q: 3 clusters Score -475367.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -475372.000000 Penalty: 2783.758789
	Iteration 43Q: 3 clusters Score -475372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -475377.281250 Penalty: 2783.758789
	Iteration 44Q: 3 clusters Score -475377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -475381.656250 Penalty: 2783.758789
	Iteration 45Q: 3 clusters Score -475381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -475387.125000 Penalty: 2783.758789
	Iteration 46Q: 3 clusters Score -475387.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -475391.000000 Penalty: 2783.758789
	Iteration 47Q: 3 clusters Score -475391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -475394.562500 Penalty: 2783.758789
	Iteration 48Q: 3 clusters Score -475394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -475395.937500 Penalty: 2783.758789
	Iteration 49Q: 3 clusters Score -475395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -475396.562500 Penalty: 2783.758789
	Iteration 50Q: 3 clusters Score -475396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -475396.343750 Penalty: 2783.758789
	Iteration 51Q: 3 clusters Score -475396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -475396.343750 Penalty: 2783.758789
	Iteration 52F: 3 clusters Score -475396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Mstep: Class 46 contains 2356 members 
Entering Unmasked Estep 
Score: -154054112.000000 Penalty: 106475.343750
Splitting cluster 41 changes total score from -154054992.000000 to -154054112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -172864.203125 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -172864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170921.625000 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -170921.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171365.015625 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -171365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171498.703125 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -171498.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -171575.515625 Penalty: 2429.300781
	Iteration 3F: 3 clusters Score -171575.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -171629.328125 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -171629.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171661.265625 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -171661.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171693.484375 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -171693.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -171725.703125 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -171725.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171755.250000 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -171755.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -171768.218750 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -171768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171780.062500 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -171780.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171790.031250 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -171790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171795.359375 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -171795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171798.000000 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -171798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -171801.437500 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -171801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171805.343750 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -171805.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171809.437500 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -171809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171811.390625 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -171811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171813.125000 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -171813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171813.625000 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -171813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -171814.000000 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -171814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171814.984375 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -171815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171816.640625 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -171816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171816.687500 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -171816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -171817.171875 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -171817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171817.312500 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -171817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171817.312500 Penalty: 2429.300781
	Iteration 26F: 3 clusters Score -171817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -227607.765625 Penalty: 1275.768433
	Iteration 0F: 2 clusters Score -227607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -225270.203125 Penalty: 2551.536865
	Iteration 0F: 3 clusters Score -225270.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -226234.156250 Penalty: 2551.536865
	Iteration 1F: 3 clusters Score -226234.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -226592.250000 Penalty: 2551.536865
	Iteration 2F: 3 clusters Score -226592.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -226849.453125 Penalty: 2551.536865
	Iteration 3F: 3 clusters Score -226849.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -226988.906250 Penalty: 2551.536865
	Iteration 4F: 3 clusters Score -226988.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -227079.343750 Penalty: 2551.536865
	Iteration 5Q: 3 clusters Score -227079.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -227168.593750 Penalty: 2551.536865
	Iteration 6Q: 3 clusters Score -227168.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -227254.328125 Penalty: 2551.536865
	Iteration 7Q: 3 clusters Score -227254.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -227317.796875 Penalty: 2551.536865
	Iteration 8Q: 3 clusters Score -227317.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -227353.625000 Penalty: 2551.536865
	Iteration 9Q: 3 clusters Score -227353.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -227379.843750 Penalty: 2551.536865
	Iteration 10Q: 3 clusters Score -227379.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -227400.781250 Penalty: 2551.536865
	Iteration 11Q: 3 clusters Score -227400.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -227412.906250 Penalty: 2551.536865
	Iteration 12Q: 3 clusters Score -227412.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -227427.328125 Penalty: 2551.536865
	Iteration 13Q: 3 clusters Score -227427.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -227449.093750 Penalty: 2551.536865
	Iteration 14Q: 3 clusters Score -227449.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -227457.890625 Penalty: 2551.536865
	Iteration 15Q: 3 clusters Score -227457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -227466.796875 Penalty: 2551.536865
	Iteration 16Q: 3 clusters Score -227466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -227470.765625 Penalty: 2551.536865
	Iteration 17Q: 3 clusters Score -227470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -227473.390625 Penalty: 2551.536865
	Iteration 18Q: 3 clusters Score -227473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -227476.937500 Penalty: 2551.536865
	Iteration 19Q: 3 clusters Score -227476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -227477.812500 Penalty: 2551.536865
	Iteration 20F: 3 clusters Score -227477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -227478.703125 Penalty: 2551.536865
	Iteration 21Q: 3 clusters Score -227478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -227481.750000 Penalty: 2551.536865
	Iteration 22Q: 3 clusters Score -227481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -227487.265625 Penalty: 2551.536865
	Iteration 23Q: 3 clusters Score -227487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -227494.484375 Penalty: 2551.536865
	Iteration 24Q: 3 clusters Score -227494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -227498.515625 Penalty: 2551.536865
	Iteration 25Q: 3 clusters Score -227498.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -227501.781250 Penalty: 2551.536865
	Iteration 26Q: 3 clusters Score -227501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -227504.812500 Penalty: 2551.536865
	Iteration 27Q: 3 clusters Score -227504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -227506.171875 Penalty: 2551.536865
	Iteration 28Q: 3 clusters Score -227506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -227506.171875 Penalty: 2551.536865
	Iteration 29F: 3 clusters Score -227506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -384600.000000 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -384600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -381487.812500 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -381487.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -382280.125000 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -382280.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -382431.625000 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -382431.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -382510.812500 Penalty: 2665.093506
	Iteration 3Q: 3 clusters Score -382510.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -382557.250000 Penalty: 2665.093506
	Iteration 4Q: 3 clusters Score -382557.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -382598.218750 Penalty: 2665.093506
	Iteration 5Q: 3 clusters Score -382598.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382628.812500 Penalty: 2665.093506
	Iteration 6Q: 3 clusters Score -382628.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -382656.750000 Penalty: 2665.093506
	Iteration 7Q: 3 clusters Score -382656.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -382676.843750 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -382676.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -382696.812500 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -382696.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -382717.187500 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -382717.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -382732.625000 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -382732.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -382746.406250 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -382746.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -382755.156250 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -382755.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382764.093750 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -382764.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -382772.812500 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -382772.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -382778.875000 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -382778.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -382787.812500 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -382787.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -382796.437500 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -382796.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -382806.531250 Penalty: 2665.093506
	Iteration 19Q: 3 clusters Score -382806.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -382816.781250 Penalty: 2665.093506
	Iteration 20F: 3 clusters Score -382816.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -382830.500000 Penalty: 2665.093506
	Iteration 21Q: 3 clusters Score -382830.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -382846.531250 Penalty: 2665.093506
	Iteration 22Q: 3 clusters Score -382846.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -382861.000000 Penalty: 2665.093506
	Iteration 23Q: 3 clusters Score -382861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -382878.375000 Penalty: 2665.093506
	Iteration 24Q: 3 clusters Score -382878.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -382897.281250 Penalty: 2665.093506
	Iteration 25Q: 3 clusters Score -382897.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -382924.656250 Penalty: 2665.093506
	Iteration 26Q: 3 clusters Score -382924.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -382958.750000 Penalty: 2665.093506
	Iteration 27Q: 3 clusters Score -382958.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -382992.531250 Penalty: 2665.093506
	Iteration 28Q: 3 clusters Score -382992.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -383027.781250 Penalty: 2665.093506
	Iteration 29Q: 3 clusters Score -383027.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -383073.156250 Penalty: 2665.093506
	Iteration 30Q: 3 clusters Score -383073.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -383116.500000 Penalty: 2665.093506
	Iteration 31Q: 3 clusters Score -383116.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -383154.656250 Penalty: 2665.093506
	Iteration 32Q: 3 clusters Score -383154.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -383176.031250 Penalty: 2665.093506
	Iteration 33Q: 3 clusters Score -383176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -383194.156250 Penalty: 2665.093506
	Iteration 34Q: 3 clusters Score -383194.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -383221.875000 Penalty: 2665.093506
	Iteration 35Q: 3 clusters Score -383221.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -383249.250000 Penalty: 2665.093506
	Iteration 36Q: 3 clusters Score -383249.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -383272.625000 Penalty: 2665.093506
	Iteration 37Q: 3 clusters Score -383272.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -383293.125000 Penalty: 2665.093506
	Iteration 38Q: 3 clusters Score -383293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -383311.625000 Penalty: 2665.093506
	Iteration 39Q: 3 clusters Score -383311.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -383333.593750 Penalty: 2665.093506
	Iteration 40F: 3 clusters Score -383333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -383349.406250 Penalty: 2665.093506
	Iteration 41Q: 3 clusters Score -383349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -383368.125000 Penalty: 2665.093506
	Iteration 42Q: 3 clusters Score -383368.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -383383.937500 Penalty: 2665.093506
	Iteration 43Q: 3 clusters Score -383383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -383392.687500 Penalty: 2665.093506
	Iteration 44Q: 3 clusters Score -383392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -383406.875000 Penalty: 2665.093506
	Iteration 45Q: 3 clusters Score -383406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -383417.906250 Penalty: 2665.093506
	Iteration 46Q: 3 clusters Score -383417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -383426.781250 Penalty: 2665.093506
	Iteration 47Q: 3 clusters Score -383426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -383433.125000 Penalty: 2665.093506
	Iteration 48Q: 3 clusters Score -383433.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -383437.875000 Penalty: 2665.093506
	Iteration 49Q: 3 clusters Score -383437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -383442.812500 Penalty: 2665.093506
	Iteration 50Q: 3 clusters Score -383442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -383449.468750 Penalty: 2665.093506
	Iteration 51Q: 3 clusters Score -383449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -383455.406250 Penalty: 2665.093506
	Iteration 52Q: 3 clusters Score -383455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -383460.343750 Penalty: 2665.093506
	Iteration 53Q: 3 clusters Score -383460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -383463.781250 Penalty: 2665.093506
	Iteration 54Q: 3 clusters Score -383463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -383467.375000 Penalty: 2665.093506
	Iteration 55Q: 3 clusters Score -383467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -383473.500000 Penalty: 2665.093506
	Iteration 56Q: 3 clusters Score -383473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -383476.000000 Penalty: 2665.093506
	Iteration 57Q: 3 clusters Score -383476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -383478.593750 Penalty: 2665.093506
	Iteration 58Q: 3 clusters Score -383478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -383481.312500 Penalty: 2665.093506
	Iteration 59Q: 3 clusters Score -383481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -383482.250000 Penalty: 2665.093506
	Iteration 60F: 3 clusters Score -383482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Entering Unmasked Estep 
Score: -1019589.937500 Penalty: 1491.797607
	Iteration 0F: 2 clusters Score -1019590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1012587.437500 Penalty: 2983.595215
	Iteration 0F: 3 clusters Score -1012587 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1014847.062500 Penalty: 2983.595215
	Iteration 1F: 3 clusters Score -1014847 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1015101.312500 Penalty: 2983.595215
	Iteration 2F: 3 clusters Score -1015101 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1015331.125000 Penalty: 2983.595215
	Iteration 3F: 3 clusters Score -1015331 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1015557.437500 Penalty: 2983.595215
	Iteration 4Q: 3 clusters Score -1015557 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1015711.125000 Penalty: 2983.595215
	Iteration 5Q: 3 clusters Score -1015711 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1015868.875000 Penalty: 2983.595215
	Iteration 6Q: 3 clusters Score -1015869 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1016019.062500 Penalty: 2983.595215
	Iteration 7Q: 3 clusters Score -1016019 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1016159.625000 Penalty: 2983.595215
	Iteration 8Q: 3 clusters Score -1016160 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1016307.125000 Penalty: 2983.595215
	Iteration 9Q: 3 clusters Score -1016307 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1016462.312500 Penalty: 2983.595215
	Iteration 10Q: 3 clusters Score -1016462 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1016626.125000 Penalty: 2983.595215
	Iteration 11Q: 3 clusters Score -1016626 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1016771.937500 Penalty: 2983.595215
	Iteration 12Q: 3 clusters Score -1016772 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1016908.625000 Penalty: 2983.595215
	Iteration 13Q: 3 clusters Score -1016909 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1017018.250000 Penalty: 2983.595215
	Iteration 14Q: 3 clusters Score -1017018 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1017117.875000 Penalty: 2983.595215
	Iteration 15Q: 3 clusters Score -1017118 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1017226.750000 Penalty: 2983.595215
	Iteration 16Q: 3 clusters Score -1017227 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1017337.812500 Penalty: 2983.595215
	Iteration 17Q: 3 clusters Score -1017338 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1017451.312500 Penalty: 2983.595215
	Iteration 18Q: 3 clusters Score -1017451 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1017564.562500 Penalty: 2983.595215
	Iteration 19Q: 3 clusters Score -1017565 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1017692.375000 Penalty: 2983.595215
	Iteration 20F: 3 clusters Score -1017692 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1017808.875000 Penalty: 2983.595215
	Iteration 21Q: 3 clusters Score -1017809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1017903.562500 Penalty: 2983.595215
	Iteration 22Q: 3 clusters Score -1017904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1017978.875000 Penalty: 2983.595215
	Iteration 23Q: 3 clusters Score -1017979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1018054.687500 Penalty: 2983.595215
	Iteration 24Q: 3 clusters Score -1018055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1018107.875000 Penalty: 2983.595215
	Iteration 25Q: 3 clusters Score -1018108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1018153.125000 Penalty: 2983.595215
	Iteration 26Q: 3 clusters Score -1018153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1018185.500000 Penalty: 2983.595215
	Iteration 27Q: 3 clusters Score -1018186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1018214.250000 Penalty: 2983.595215
	Iteration 28Q: 3 clusters Score -1018214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1018237.250000 Penalty: 2983.595215
	Iteration 29Q: 3 clusters Score -1018237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1018252.187500 Penalty: 2983.595215
	Iteration 30Q: 3 clusters Score -1018252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1018262.562500 Penalty: 2983.595215
	Iteration 31Q: 3 clusters Score -1018263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1018277.875000 Penalty: 2983.595215
	Iteration 32Q: 3 clusters Score -1018278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1018297.625000 Penalty: 2983.595215
	Iteration 33Q: 3 clusters Score -1018298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1018307.625000 Penalty: 2983.595215
	Iteration 34Q: 3 clusters Score -1018308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1018316.687500 Penalty: 2983.595215
	Iteration 35Q: 3 clusters Score -1018317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1018319.000000 Penalty: 2983.595215
	Iteration 36Q: 3 clusters Score -1018319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1018324.375000 Penalty: 2983.595215
	Iteration 37Q: 3 clusters Score -1018324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1018326.937500 Penalty: 2983.595215
	Iteration 38Q: 3 clusters Score -1018327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1018333.687500 Penalty: 2983.595215
	Iteration 39Q: 3 clusters Score -1018334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1018337.125000 Penalty: 2983.595215
	Iteration 40F: 3 clusters Score -1018337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1018345.312500 Penalty: 2983.595215
	Iteration 41Q: 3 clusters Score -1018345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1018348.750000 Penalty: 2983.595215
	Iteration 42Q: 3 clusters Score -1018349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1018352.687500 Penalty: 2983.595215
	Iteration 43Q: 3 clusters Score -1018353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1018357.375000 Penalty: 2983.595215
	Iteration 44Q: 3 clusters Score -1018357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1018359.937500 Penalty: 2983.595215
	Iteration 45Q: 3 clusters Score -1018360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1018359.500000 Penalty: 2983.595215
	Iteration 46Q: 3 clusters Score -1018360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1018360.500000 Penalty: 2983.595215
	Iteration 47Q: 3 clusters Score -1018360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1018360.125000 Penalty: 2983.595215
	Iteration 48Q: 3 clusters Score -1018360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1018359.812500 Penalty: 2983.595215
	Iteration 49Q: 3 clusters Score -1018360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1018361.375000 Penalty: 2983.595215
	Iteration 50Q: 3 clusters Score -1018361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1018361.375000 Penalty: 2983.595215
	Iteration 51F: 3 clusters Score -1018361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 168386 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16932 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 105185 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156653 members 
Mstep: Class 31 contains 9491 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122162 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1533 members 
Mstep: Class 40 contains 65778 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055024.000000 Penalty: 104160.664062
Iteration 239Q: 46 clusters Score -1.54055e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 168385 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29859 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 82985 members 
Mstep: Class 20 contains 186910 members 
Mstep: Class 21 contains 105168 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3384 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156647 members 
Mstep: Class 31 contains 9493 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96097 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122161 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1532 members 
Mstep: Class 40 contains 65779 members 
Mstep: Class 41 contains 5248 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3643 members 
Mstep: Class 45 contains 9725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054880.000000 Penalty: 104160.664062
Iteration 240F: 46 clusters Score -1.540549e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 168381 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29857 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32938 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1312 members 
Mstep: Class 19 contains 82984 members 
Mstep: Class 20 contains 186891 members 
Mstep: Class 21 contains 105151 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156648 members 
Mstep: Class 31 contains 9497 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122166 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1531 members 
Mstep: Class 40 contains 65782 members 
Mstep: Class 41 contains 5248 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3645 members 
Mstep: Class 45 contains 9753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054816.000000 Penalty: 104160.664062
Iteration 241Q: 46 clusters Score -1.540548e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 72249 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 168382 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29853 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32938 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82986 members 
Mstep: Class 20 contains 186876 members 
Mstep: Class 21 contains 105126 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156648 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122170 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65786 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3646 members 
Mstep: Class 45 contains 9773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054832.000000 Penalty: 104160.664062
Iteration 242Q: 46 clusters Score -1.540548e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 72249 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 168377 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29849 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32939 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82986 members 
Mstep: Class 20 contains 186868 members 
Mstep: Class 21 contains 105111 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31950 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156650 members 
Mstep: Class 31 contains 9501 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122178 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65791 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3646 members 
Mstep: Class 45 contains 9792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054848.000000 Penalty: 104160.664062
Iteration 243Q: 46 clusters Score -1.540548e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11237 members 
Mstep: Class 3 contains 72249 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50795 members 
Mstep: Class 8 contains 168374 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29845 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32939 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186868 members 
Mstep: Class 21 contains 105084 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31951 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156647 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122183 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65795 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3645 members 
Mstep: Class 45 contains 9811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054864.000000 Penalty: 104160.664062
Iteration 244Q: 46 clusters Score -1.540549e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 72249 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50797 members 
Mstep: Class 8 contains 168372 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29845 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186862 members 
Mstep: Class 21 contains 105074 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31952 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156644 members 
Mstep: Class 31 contains 9503 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122183 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65801 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3644 members 
Mstep: Class 45 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054976.000000 Penalty: 104160.664062
Iteration 245Q: 46 clusters Score -1.54055e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39588 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 168368 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29844 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82990 members 
Mstep: Class 20 contains 186855 members 
Mstep: Class 21 contains 105077 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156646 members 
Mstep: Class 31 contains 9503 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122187 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65802 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3643 members 
Mstep: Class 45 contains 9827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054944.000000 Penalty: 104160.664062
Iteration 246Q: 46 clusters Score -1.540549e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29845 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 32939 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82991 members 
Mstep: Class 20 contains 186852 members 
Mstep: Class 21 contains 105071 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156646 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29207 members 
Mstep: Class 36 contains 122194 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65804 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3643 members 
Mstep: Class 45 contains 9830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054992.000000 Penalty: 104160.664062
Iteration 247Q: 46 clusters Score -1.54055e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 72249 members 
Mstep: Class 4 contains 39586 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 168362 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29843 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82990 members 
Mstep: Class 20 contains 186841 members 
Mstep: Class 21 contains 105057 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156648 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122201 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65806 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054944.000000 Penalty: 104160.664062
Iteration 248Q: 46 clusters Score -1.540549e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 72250 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 168359 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29840 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11003 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186837 members 
Mstep: Class 21 contains 105051 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156649 members 
Mstep: Class 31 contains 9500 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122207 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65805 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 249Q: 46 clusters Score -1.54055e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11253 members 
Mstep: Class 3 contains 72247 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50800 members 
Mstep: Class 8 contains 168363 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29837 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11007 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82991 members 
Mstep: Class 20 contains 186830 members 
Mstep: Class 21 contains 105048 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156643 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122211 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65809 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054944.000000 Penalty: 104160.664062
Iteration 250Q: 46 clusters Score -1.540549e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11255 members 
Mstep: Class 3 contains 72247 members 
Mstep: Class 4 contains 39587 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 168360 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29836 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 11009 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82991 members 
Mstep: Class 20 contains 186814 members 
Mstep: Class 21 contains 105044 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156644 members 
Mstep: Class 31 contains 9500 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122218 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65814 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054944.000000 Penalty: 104160.664062
Iteration 251Q: 46 clusters Score -1.540549e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11255 members 
Mstep: Class 3 contains 72248 members 
Mstep: Class 4 contains 39586 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 168362 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29833 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 11009 members 
Mstep: Class 15 contains 32942 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82991 members 
Mstep: Class 20 contains 186809 members 
Mstep: Class 21 contains 105036 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156641 members 
Mstep: Class 31 contains 9500 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122225 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65818 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054944.000000 Penalty: 104160.664062
Iteration 252Q: 46 clusters Score -1.540549e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11255 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39585 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 168363 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29829 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 11010 members 
Mstep: Class 15 contains 32942 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82991 members 
Mstep: Class 20 contains 186806 members 
Mstep: Class 21 contains 105033 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156639 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29208 members 
Mstep: Class 36 contains 122228 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65821 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 253Q: 46 clusters Score -1.54055e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39584 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 168363 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29828 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 11015 members 
Mstep: Class 15 contains 32943 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82990 members 
Mstep: Class 20 contains 186801 members 
Mstep: Class 21 contains 105027 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 15547 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156632 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29209 members 
Mstep: Class 36 contains 122232 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65822 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054928.000000 Penalty: 104160.664062
Iteration 254Q: 46 clusters Score -1.540549e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11260 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 39584 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 168364 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29828 members 
Mstep: Class 12 contains 37838 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 11016 members 
Mstep: Class 15 contains 32941 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186799 members 
Mstep: Class 21 contains 105025 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 15547 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156630 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 122238 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65822 members 
Mstep: Class 41 contains 5247 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 255Q: 46 clusters Score -1.54055e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11260 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 39584 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 168367 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29826 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 11018 members 
Mstep: Class 15 contains 32941 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186799 members 
Mstep: Class 21 contains 105019 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156626 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 122243 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65823 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054992.000000 Penalty: 104160.664062
Iteration 256Q: 46 clusters Score -1.54055e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11259 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 39584 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50798 members 
Mstep: Class 8 contains 168371 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29822 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 11018 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16934 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186796 members 
Mstep: Class 21 contains 105020 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156625 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 122247 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65823 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055008.000000 Penalty: 104160.664062
Iteration 257Q: 46 clusters Score -1.54055e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 72244 members 
Mstep: Class 4 contains 39584 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50799 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29820 members 
Mstep: Class 12 contains 37839 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 11019 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186790 members 
Mstep: Class 21 contains 105017 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156627 members 
Mstep: Class 31 contains 9498 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 122250 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65824 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 258Q: 46 clusters Score -1.54055e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72248 members 
Mstep: Class 4 contains 39584 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50800 members 
Mstep: Class 8 contains 168367 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29818 members 
Mstep: Class 12 contains 37840 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 11023 members 
Mstep: Class 15 contains 32940 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186780 members 
Mstep: Class 21 contains 105012 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2242 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156624 members 
Mstep: Class 31 contains 9500 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29210 members 
Mstep: Class 36 contains 122258 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65824 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054912.000000 Penalty: 104160.664062
Iteration 259Q: 46 clusters Score -1.540549e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72250 members 
Mstep: Class 4 contains 39583 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50802 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14517 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29818 members 
Mstep: Class 12 contains 37840 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 11029 members 
Mstep: Class 15 contains 32937 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82989 members 
Mstep: Class 20 contains 186768 members 
Mstep: Class 21 contains 105009 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 15545 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156625 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29211 members 
Mstep: Class 36 contains 122265 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65827 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055008.000000 Penalty: 104160.664062
Iteration 260F: 46 clusters Score -1.54055e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 72252 members 
Mstep: Class 4 contains 39582 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50803 members 
Mstep: Class 8 contains 168364 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29815 members 
Mstep: Class 12 contains 37840 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 11031 members 
Mstep: Class 15 contains 32936 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82990 members 
Mstep: Class 20 contains 186758 members 
Mstep: Class 21 contains 105004 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 15545 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156622 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29214 members 
Mstep: Class 36 contains 122277 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65828 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054960.000000 Penalty: 104160.664062
Iteration 261Q: 46 clusters Score -1.54055e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 72254 members 
Mstep: Class 4 contains 39581 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50804 members 
Mstep: Class 8 contains 168363 members 
Mstep: Class 9 contains 14516 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29814 members 
Mstep: Class 12 contains 37841 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32939 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82990 members 
Mstep: Class 20 contains 186749 members 
Mstep: Class 21 contains 104998 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15379 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3377 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156617 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122284 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65828 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054928.000000 Penalty: 104160.664062
Iteration 262Q: 46 clusters Score -1.540549e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 72253 members 
Mstep: Class 4 contains 39580 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50805 members 
Mstep: Class 8 contains 168361 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29812 members 
Mstep: Class 12 contains 37841 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32942 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82992 members 
Mstep: Class 20 contains 186741 members 
Mstep: Class 21 contains 104996 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156619 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96103 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122289 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65830 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055072.000000 Penalty: 104160.664062
Iteration 263Q: 46 clusters Score -1.540551e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 72250 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50806 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29810 members 
Mstep: Class 12 contains 37841 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32943 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82994 members 
Mstep: Class 20 contains 186735 members 
Mstep: Class 21 contains 104990 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156616 members 
Mstep: Class 31 contains 9500 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96104 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122294 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65833 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055008.000000 Penalty: 104160.664062
Iteration 264Q: 46 clusters Score -1.54055e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72248 members 
Mstep: Class 4 contains 39577 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50807 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29807 members 
Mstep: Class 12 contains 37842 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32943 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82997 members 
Mstep: Class 20 contains 186732 members 
Mstep: Class 21 contains 104986 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156616 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96104 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122295 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65836 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055056.000000 Penalty: 104160.664062
Iteration 265Q: 46 clusters Score -1.540551e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39577 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50807 members 
Mstep: Class 8 contains 168361 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29806 members 
Mstep: Class 12 contains 37842 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32944 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20300 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82997 members 
Mstep: Class 20 contains 186731 members 
Mstep: Class 21 contains 104982 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156618 members 
Mstep: Class 31 contains 9504 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96103 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122300 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65836 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055072.000000 Penalty: 104160.664062
Iteration 266Q: 46 clusters Score -1.540551e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39577 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50807 members 
Mstep: Class 8 contains 168364 members 
Mstep: Class 9 contains 14513 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29806 members 
Mstep: Class 12 contains 37842 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82998 members 
Mstep: Class 20 contains 186726 members 
Mstep: Class 21 contains 104977 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156614 members 
Mstep: Class 31 contains 9505 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122306 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055024.000000 Penalty: 104160.664062
Iteration 267Q: 46 clusters Score -1.54055e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50808 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29804 members 
Mstep: Class 12 contains 37842 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82998 members 
Mstep: Class 20 contains 186721 members 
Mstep: Class 21 contains 104974 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31952 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156612 members 
Mstep: Class 31 contains 9506 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122312 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055040.000000 Penalty: 104160.664062
Iteration 268Q: 46 clusters Score -1.54055e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50810 members 
Mstep: Class 8 contains 168366 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29803 members 
Mstep: Class 12 contains 37843 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32944 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 82999 members 
Mstep: Class 20 contains 186723 members 
Mstep: Class 21 contains 104969 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156607 members 
Mstep: Class 31 contains 9508 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96101 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122313 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65836 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054992.000000 Penalty: 104160.664062
Iteration 269Q: 46 clusters Score -1.54055e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168368 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29801 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83000 members 
Mstep: Class 20 contains 186717 members 
Mstep: Class 21 contains 104964 members 
Mstep: Class 22 contains 11572 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156607 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96102 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122319 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65836 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054928.000000 Penalty: 104160.664062
Iteration 270Q: 46 clusters Score -1.540549e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72246 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168363 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11037 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83001 members 
Mstep: Class 20 contains 186714 members 
Mstep: Class 21 contains 104961 members 
Mstep: Class 22 contains 11572 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156612 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122325 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65834 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055008.000000 Penalty: 104160.664062
Iteration 271Q: 46 clusters Score -1.54055e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168365 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83003 members 
Mstep: Class 20 contains 186713 members 
Mstep: Class 21 contains 104959 members 
Mstep: Class 22 contains 11572 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156612 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96098 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122324 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65834 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054976.000000 Penalty: 104160.664062
Iteration 272Q: 46 clusters Score -1.54055e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168366 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186709 members 
Mstep: Class 21 contains 104958 members 
Mstep: Class 22 contains 11572 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31954 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156611 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122326 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65834 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054992.000000 Penalty: 104160.664062
Iteration 273Q: 46 clusters Score -1.54055e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168371 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186707 members 
Mstep: Class 21 contains 104955 members 
Mstep: Class 22 contains 11572 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156610 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96100 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122325 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65834 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054976.000000 Penalty: 104160.664062
Iteration 274Q: 46 clusters Score -1.54055e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168371 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186702 members 
Mstep: Class 21 contains 104957 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156612 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122327 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65834 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054944.000000 Penalty: 104160.664062
Iteration 275Q: 46 clusters Score -1.540549e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 104956 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122329 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054928.000000 Penalty: 104160.664062
Iteration 276Q: 46 clusters Score -1.540549e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 104956 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122329 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054928.000000 Penalty: 104160.664062
Iteration 277F: 46 clusters Score -1.540549e+08 nChanged 0
Entering ConstructFrom: 
Score: -154054928.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (9570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Entering Unmasked Estep 
Score: -979931.062500 Penalty: 1489.538086
	Iteration 0F: 2 clusters Score -979931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -973017.687500 Penalty: 2979.076172
	Iteration 0F: 3 clusters Score -973017.7 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -975242.500000 Penalty: 2979.076172
	Iteration 1F: 3 clusters Score -975242.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -975598.687500 Penalty: 2979.076172
	Iteration 2F: 3 clusters Score -975598.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -975922.312500 Penalty: 2979.076172
	Iteration 3F: 3 clusters Score -975922.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -976248.625000 Penalty: 2979.076172
	Iteration 4F: 3 clusters Score -976248.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -976539.625000 Penalty: 2979.076172
	Iteration 5F: 3 clusters Score -976539.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -976772.750000 Penalty: 2979.076172
	Iteration 6Q: 3 clusters Score -976772.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -977004.625000 Penalty: 2979.076172
	Iteration 7Q: 3 clusters Score -977004.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -977235.625000 Penalty: 2979.076172
	Iteration 8Q: 3 clusters Score -977235.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -977439.375000 Penalty: 2979.076172
	Iteration 9Q: 3 clusters Score -977439.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -977613.750000 Penalty: 2979.076172
	Iteration 10Q: 3 clusters Score -977613.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -977792.062500 Penalty: 2979.076172
	Iteration 11Q: 3 clusters Score -977792.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -977946.812500 Penalty: 2979.076172
	Iteration 12Q: 3 clusters Score -977946.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -978118.750000 Penalty: 2979.076172
	Iteration 13Q: 3 clusters Score -978118.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -978325.875000 Penalty: 2979.076172
	Iteration 14Q: 3 clusters Score -978325.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -978492.312500 Penalty: 2979.076172
	Iteration 15Q: 3 clusters Score -978492.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -978616.875000 Penalty: 2979.076172
	Iteration 16Q: 3 clusters Score -978616.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -978703.000000 Penalty: 2979.076172
	Iteration 17Q: 3 clusters Score -978703 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -978776.250000 Penalty: 2979.076172
	Iteration 18Q: 3 clusters Score -978776.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -978833.250000 Penalty: 2979.076172
	Iteration 19Q: 3 clusters Score -978833.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -978873.500000 Penalty: 2979.076172
	Iteration 20F: 3 clusters Score -978873.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -978896.437500 Penalty: 2979.076172
	Iteration 21Q: 3 clusters Score -978896.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -978913.562500 Penalty: 2979.076172
	Iteration 22Q: 3 clusters Score -978913.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -978922.250000 Penalty: 2979.076172
	Iteration 23Q: 3 clusters Score -978922.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -978930.187500 Penalty: 2979.076172
	Iteration 24Q: 3 clusters Score -978930.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -978940.687500 Penalty: 2979.076172
	Iteration 25Q: 3 clusters Score -978940.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -978949.062500 Penalty: 2979.076172
	Iteration 26Q: 3 clusters Score -978949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -978956.312500 Penalty: 2979.076172
	Iteration 27Q: 3 clusters Score -978956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -978959.812500 Penalty: 2979.076172
	Iteration 28Q: 3 clusters Score -978959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -978965.187500 Penalty: 2979.076172
	Iteration 29Q: 3 clusters Score -978965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -978965.187500 Penalty: 2979.076172
	Iteration 30Q: 3 clusters Score -978965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -978965.937500 Penalty: 2979.076172
	Iteration 31Q: 3 clusters Score -978965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -978968.437500 Penalty: 2979.076172
	Iteration 32Q: 3 clusters Score -978968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -978971.437500 Penalty: 2979.076172
	Iteration 33Q: 3 clusters Score -978971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -978974.750000 Penalty: 2979.076172
	Iteration 34Q: 3 clusters Score -978974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -978977.500000 Penalty: 2979.076172
	Iteration 35Q: 3 clusters Score -978977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -978978.687500 Penalty: 2979.076172
	Iteration 36Q: 3 clusters Score -978978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -978978.562500 Penalty: 2979.076172
	Iteration 37Q: 3 clusters Score -978978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -978979.687500 Penalty: 2979.076172
	Iteration 38Q: 3 clusters Score -978979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -978980.500000 Penalty: 2979.076172
	Iteration 39Q: 3 clusters Score -978980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -978983.625000 Penalty: 2979.076172
	Iteration 40F: 3 clusters Score -978983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -978984.000000 Penalty: 2979.076172
	Iteration 41Q: 3 clusters Score -978984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -978985.812500 Penalty: 2979.076172
	Iteration 42Q: 3 clusters Score -978985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -978985.250000 Penalty: 2979.076172
	Iteration 43Q: 3 clusters Score -978985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -978985.250000 Penalty: 2979.076172
	Iteration 44F: 3 clusters Score -978985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Entering Unmasked Estep 
Score: -1175900.250000 Penalty: 1515.921143
	Iteration 0F: 2 clusters Score -1175900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1167880.625000 Penalty: 3031.842285
	Iteration 0F: 3 clusters Score -1167881 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1170538.250000 Penalty: 3031.842285
	Iteration 1F: 3 clusters Score -1170538 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1170935.875000 Penalty: 3031.842285
	Iteration 2F: 3 clusters Score -1170936 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1171410.375000 Penalty: 3031.842285
	Iteration 3F: 3 clusters Score -1171410 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1172006.875000 Penalty: 3031.842285
	Iteration 4F: 3 clusters Score -1172007 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1172684.875000 Penalty: 3031.842285
	Iteration 5F: 3 clusters Score -1172685 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1173415.500000 Penalty: 3031.842285
	Iteration 6F: 3 clusters Score -1173416 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1174023.625000 Penalty: 3031.842285
	Iteration 7F: 3 clusters Score -1174024 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1174458.750000 Penalty: 3031.842285
	Iteration 8Q: 3 clusters Score -1174459 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1174737.000000 Penalty: 3031.842285
	Iteration 9Q: 3 clusters Score -1174737 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1174919.250000 Penalty: 3031.842285
	Iteration 10Q: 3 clusters Score -1174919 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1175070.250000 Penalty: 3031.842285
	Iteration 11Q: 3 clusters Score -1175070 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1175193.500000 Penalty: 3031.842285
	Iteration 12Q: 3 clusters Score -1175194 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1175300.250000 Penalty: 3031.842285
	Iteration 13Q: 3 clusters Score -1175300 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1175398.875000 Penalty: 3031.842285
	Iteration 14Q: 3 clusters Score -1175399 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1175506.375000 Penalty: 3031.842285
	Iteration 15Q: 3 clusters Score -1175506 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1175601.125000 Penalty: 3031.842285
	Iteration 16Q: 3 clusters Score -1175601 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1175680.750000 Penalty: 3031.842285
	Iteration 17Q: 3 clusters Score -1175681 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1175737.875000 Penalty: 3031.842285
	Iteration 18Q: 3 clusters Score -1175738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1175780.625000 Penalty: 3031.842285
	Iteration 19Q: 3 clusters Score -1175781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1175813.875000 Penalty: 3031.842285
	Iteration 20F: 3 clusters Score -1175814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1175831.500000 Penalty: 3031.842285
	Iteration 21Q: 3 clusters Score -1175832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1175844.875000 Penalty: 3031.842285
	Iteration 22Q: 3 clusters Score -1175845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1175851.500000 Penalty: 3031.842285
	Iteration 23Q: 3 clusters Score -1175852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1175854.750000 Penalty: 3031.842285
	Iteration 24Q: 3 clusters Score -1175855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1175856.000000 Penalty: 3031.842285
	Iteration 25Q: 3 clusters Score -1175856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1175857.875000 Penalty: 3031.842285
	Iteration 26Q: 3 clusters Score -1175858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1175858.125000 Penalty: 3031.842285
	Iteration 27Q: 3 clusters Score -1175858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1175858.250000 Penalty: 3031.842285
	Iteration 28Q: 3 clusters Score -1175858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1175856.250000 Penalty: 3031.842285
	Iteration 29Q: 3 clusters Score -1175856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1175856.250000 Penalty: 3031.842285
	Iteration 30F: 3 clusters Score -1175856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Entering Unmasked Estep 
Score: -7568349.500000 Penalty: 1818.020508
	Iteration 0F: 2 clusters Score -7568350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -7519727.000000 Penalty: 3636.041016
	Iteration 0F: 3 clusters Score -7519727 nChanged 34437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -7540315.500000 Penalty: 3636.041016
	Iteration 1F: 3 clusters Score -7540316 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7541346.000000 Penalty: 3636.041016
	Iteration 2Q: 3 clusters Score -7541346 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7542695.000000 Penalty: 3636.041016
	Iteration 3Q: 3 clusters Score -7542695 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -7544404.500000 Penalty: 3636.041016
	Iteration 4Q: 3 clusters Score -7544404 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -7546707.000000 Penalty: 3636.041016
	Iteration 5F: 3 clusters Score -7546707 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -7549773.500000 Penalty: 3636.041016
	Iteration 6F: 3 clusters Score -7549774 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7553320.000000 Penalty: 3636.041016
	Iteration 7F: 3 clusters Score -7553320 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -7556864.500000 Penalty: 3636.041016
	Iteration 8F: 3 clusters Score -7556864 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -7559969.000000 Penalty: 3636.041016
	Iteration 9F: 3 clusters Score -7559969 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -7562164.000000 Penalty: 3636.041016
	Iteration 10Q: 3 clusters Score -7562164 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -7563742.000000 Penalty: 3636.041016
	Iteration 11Q: 3 clusters Score -7563742 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -7564807.500000 Penalty: 3636.041016
	Iteration 12Q: 3 clusters Score -7564808 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -7565493.000000 Penalty: 3636.041016
	Iteration 13Q: 3 clusters Score -7565493 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -7565926.000000 Penalty: 3636.041016
	Iteration 14Q: 3 clusters Score -7565926 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -7566189.500000 Penalty: 3636.041016
	Iteration 15Q: 3 clusters Score -7566190 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -7566394.000000 Penalty: 3636.041016
	Iteration 16Q: 3 clusters Score -7566394 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -7566526.500000 Penalty: 3636.041016
	Iteration 17Q: 3 clusters Score -7566526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -7566606.500000 Penalty: 3636.041016
	Iteration 18Q: 3 clusters Score -7566606 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -7566665.500000 Penalty: 3636.041016
	Iteration 19Q: 3 clusters Score -7566666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -7566722.500000 Penalty: 3636.041016
	Iteration 20F: 3 clusters Score -7566722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -7566759.000000 Penalty: 3636.041016
	Iteration 21Q: 3 clusters Score -7566759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -7566771.500000 Penalty: 3636.041016
	Iteration 22Q: 3 clusters Score -7566772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -7566769.500000 Penalty: 3636.041016
	Iteration 23Q: 3 clusters Score -7566770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -7566790.500000 Penalty: 3636.041016
	Iteration 24Q: 3 clusters Score -7566790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -7566796.500000 Penalty: 3636.041016
	Iteration 25Q: 3 clusters Score -7566796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -7566806.500000 Penalty: 3636.041016
	Iteration 26Q: 3 clusters Score -7566806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -7566808.000000 Penalty: 3636.041016
	Iteration 27Q: 3 clusters Score -7566808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -7566821.500000 Penalty: 3636.041016
	Iteration 28Q: 3 clusters Score -7566822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -7566820.500000 Penalty: 3636.041016
	Iteration 29Q: 3 clusters Score -7566820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -7566819.500000 Penalty: 3636.041016
	Iteration 30Q: 3 clusters Score -7566820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -7566826.500000 Penalty: 3636.041016
	Iteration 31Q: 3 clusters Score -7566826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -7566824.000000 Penalty: 3636.041016
	Iteration 32Q: 3 clusters Score -7566824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -7566838.500000 Penalty: 3636.041016
	Iteration 33Q: 3 clusters Score -7566838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -7566840.000000 Penalty: 3636.041016
	Iteration 34Q: 3 clusters Score -7566840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -7566840.500000 Penalty: 3636.041016
	Iteration 35Q: 3 clusters Score -7566840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -7566848.000000 Penalty: 3636.041016
	Iteration 36Q: 3 clusters Score -7566848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -7566848.000000 Penalty: 3636.041016
	Iteration 37Q: 3 clusters Score -7566848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -7566845.500000 Penalty: 3636.041016
	Iteration 38Q: 3 clusters Score -7566846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -7566852.500000 Penalty: 3636.041016
	Iteration 39Q: 3 clusters Score -7566852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -7566851.500000 Penalty: 3636.041016
	Iteration 40F: 3 clusters Score -7566852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -7566854.500000 Penalty: 3636.041016
	Iteration 41Q: 3 clusters Score -7566854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -7566859.000000 Penalty: 3636.041016
	Iteration 42Q: 3 clusters Score -7566859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -7566859.000000 Penalty: 3636.041016
	Iteration 43Q: 3 clusters Score -7566859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -7566859.000000 Penalty: 3636.041016
	Iteration 44F: 3 clusters Score -7566859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Entering Unmasked Estep 
Score: -4016583.000000 Penalty: 1720.233765
	Iteration 0F: 2 clusters Score -4016583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3990098.000000 Penalty: 3440.467529
	Iteration 0F: 3 clusters Score -3990098 nChanged 18429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4001010.500000 Penalty: 3440.467529
	Iteration 1F: 3 clusters Score -4001010 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4002123.750000 Penalty: 3440.467529
	Iteration 2F: 3 clusters Score -4002124 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4003376.000000 Penalty: 3440.467529
	Iteration 3F: 3 clusters Score -4003376 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4004731.000000 Penalty: 3440.467529
	Iteration 4F: 3 clusters Score -4004731 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4006069.250000 Penalty: 3440.467529
	Iteration 5F: 3 clusters Score -4006069 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4007213.750000 Penalty: 3440.467529
	Iteration 6F: 3 clusters Score -4007214 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4008079.500000 Penalty: 3440.467529
	Iteration 7Q: 3 clusters Score -4008080 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4008735.000000 Penalty: 3440.467529
	Iteration 8Q: 3 clusters Score -4008735 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4009220.000000 Penalty: 3440.467529
	Iteration 9Q: 3 clusters Score -4009220 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4009543.250000 Penalty: 3440.467529
	Iteration 10Q: 3 clusters Score -4009543 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4009753.750000 Penalty: 3440.467529
	Iteration 11Q: 3 clusters Score -4009754 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4009978.500000 Penalty: 3440.467529
	Iteration 12Q: 3 clusters Score -4009978 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4010209.250000 Penalty: 3440.467529
	Iteration 13Q: 3 clusters Score -4010209 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4010432.250000 Penalty: 3440.467529
	Iteration 14Q: 3 clusters Score -4010432 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4010623.750000 Penalty: 3440.467529
	Iteration 15Q: 3 clusters Score -4010624 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4010788.500000 Penalty: 3440.467529
	Iteration 16Q: 3 clusters Score -4010788 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4011014.750000 Penalty: 3440.467529
	Iteration 17Q: 3 clusters Score -4011015 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4011234.250000 Penalty: 3440.467529
	Iteration 18Q: 3 clusters Score -4011234 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4011472.500000 Penalty: 3440.467529
	Iteration 19Q: 3 clusters Score -4011472 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4011676.750000 Penalty: 3440.467529
	Iteration 20F: 3 clusters Score -4011677 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4011836.500000 Penalty: 3440.467529
	Iteration 21Q: 3 clusters Score -4011836 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4011950.750000 Penalty: 3440.467529
	Iteration 22Q: 3 clusters Score -4011951 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4012062.000000 Penalty: 3440.467529
	Iteration 23Q: 3 clusters Score -4012062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4012165.500000 Penalty: 3440.467529
	Iteration 24Q: 3 clusters Score -4012166 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4012262.750000 Penalty: 3440.467529
	Iteration 25Q: 3 clusters Score -4012263 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -4012336.250000 Penalty: 3440.467529
	Iteration 26Q: 3 clusters Score -4012336 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4012405.000000 Penalty: 3440.467529
	Iteration 27Q: 3 clusters Score -4012405 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4012501.500000 Penalty: 3440.467529
	Iteration 28Q: 3 clusters Score -4012502 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -4012599.250000 Penalty: 3440.467529
	Iteration 29Q: 3 clusters Score -4012599 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4012677.750000 Penalty: 3440.467529
	Iteration 30Q: 3 clusters Score -4012678 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4012756.000000 Penalty: 3440.467529
	Iteration 31Q: 3 clusters Score -4012756 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4012840.000000 Penalty: 3440.467529
	Iteration 32Q: 3 clusters Score -4012840 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4012905.500000 Penalty: 3440.467529
	Iteration 33Q: 3 clusters Score -4012906 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4012986.500000 Penalty: 3440.467529
	Iteration 34Q: 3 clusters Score -4012986 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4013083.250000 Penalty: 3440.467529
	Iteration 35Q: 3 clusters Score -4013083 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4013187.750000 Penalty: 3440.467529
	Iteration 36Q: 3 clusters Score -4013188 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4013285.000000 Penalty: 3440.467529
	Iteration 37Q: 3 clusters Score -4013285 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4013364.250000 Penalty: 3440.467529
	Iteration 38Q: 3 clusters Score -4013364 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4013444.500000 Penalty: 3440.467529
	Iteration 39Q: 3 clusters Score -4013444 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4013516.250000 Penalty: 3440.467529
	Iteration 40F: 3 clusters Score -4013516 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27400 members 
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Mstep: Class 2 contains 12031 members 
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Mstep: Class 1 contains 27677 members 
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	Iteration 133Q: 3 clusters Score -4015168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4015173.000000 Penalty: 3440.467529
	Iteration 134Q: 3 clusters Score -4015173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4015182.250000 Penalty: 3440.467529
	Iteration 135Q: 3 clusters Score -4015182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4015180.500000 Penalty: 3440.467529
	Iteration 136Q: 3 clusters Score -4015180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4015188.250000 Penalty: 3440.467529
	Iteration 137Q: 3 clusters Score -4015188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4015194.250000 Penalty: 3440.467529
	Iteration 138Q: 3 clusters Score -4015194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4015208.750000 Penalty: 3440.467529
	Iteration 139Q: 3 clusters Score -4015209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4015214.750000 Penalty: 3440.467529
	Iteration 140F: 3 clusters Score -4015215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4015220.500000 Penalty: 3440.467529
	Iteration 141Q: 3 clusters Score -4015220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4015226.250000 Penalty: 3440.467529
	Iteration 142Q: 3 clusters Score -4015226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4015230.000000 Penalty: 3440.467529
	Iteration 143Q: 3 clusters Score -4015230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4015242.000000 Penalty: 3440.467529
	Iteration 144Q: 3 clusters Score -4015242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4015235.000000 Penalty: 3440.467529
	Iteration 145Q: 3 clusters Score -4015235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4015231.250000 Penalty: 3440.467529
	Iteration 146Q: 3 clusters Score -4015231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4015236.750000 Penalty: 3440.467529
	Iteration 147Q: 3 clusters Score -4015237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4015233.250000 Penalty: 3440.467529
	Iteration 148Q: 3 clusters Score -4015233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4015233.500000 Penalty: 3440.467529
	Iteration 149Q: 3 clusters Score -4015234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4015238.750000 Penalty: 3440.467529
	Iteration 150Q: 3 clusters Score -4015239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4015238.750000 Penalty: 3440.467529
	Iteration 151Q: 3 clusters Score -4015239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4015236.500000 Penalty: 3440.467529
	Iteration 152Q: 3 clusters Score -4015236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4015237.500000 Penalty: 3440.467529
	Iteration 153Q: 3 clusters Score -4015238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4015244.500000 Penalty: 3440.467529
	Iteration 154Q: 3 clusters Score -4015244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4015245.500000 Penalty: 3440.467529
	Iteration 155Q: 3 clusters Score -4015246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4015254.000000 Penalty: 3440.467529
	Iteration 156Q: 3 clusters Score -4015254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4015260.250000 Penalty: 3440.467529
	Iteration 157Q: 3 clusters Score -4015260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4015258.250000 Penalty: 3440.467529
	Iteration 158Q: 3 clusters Score -4015258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4015258.500000 Penalty: 3440.467529
	Iteration 159Q: 3 clusters Score -4015258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4015261.000000 Penalty: 3440.467529
	Iteration 160F: 3 clusters Score -4015261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4015256.250000 Penalty: 3440.467529
	Iteration 161Q: 3 clusters Score -4015256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4015251.000000 Penalty: 3440.467529
	Iteration 162Q: 3 clusters Score -4015251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -4015258.000000 Penalty: 3440.467529
	Iteration 163Q: 3 clusters Score -4015258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4015260.000000 Penalty: 3440.467529
	Iteration 164Q: 3 clusters Score -4015260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4015260.000000 Penalty: 3440.467529
	Iteration 165Q: 3 clusters Score -4015260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4015256.750000 Penalty: 3440.467529
	Iteration 166Q: 3 clusters Score -4015257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4015265.000000 Penalty: 3440.467529
	Iteration 167Q: 3 clusters Score -4015265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4015264.500000 Penalty: 3440.467529
	Iteration 168Q: 3 clusters Score -4015264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4015257.250000 Penalty: 3440.467529
	Iteration 169Q: 3 clusters Score -4015257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4015263.250000 Penalty: 3440.467529
	Iteration 170Q: 3 clusters Score -4015263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4015261.000000 Penalty: 3440.467529
	Iteration 171Q: 3 clusters Score -4015261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4015256.750000 Penalty: 3440.467529
	Iteration 172Q: 3 clusters Score -4015257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4015255.000000 Penalty: 3440.467529
	Iteration 173Q: 3 clusters Score -4015255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4015254.000000 Penalty: 3440.467529
	Iteration 174Q: 3 clusters Score -4015254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4015253.500000 Penalty: 3440.467529
	Iteration 175Q: 3 clusters Score -4015254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4015251.250000 Penalty: 3440.467529
	Iteration 176Q: 3 clusters Score -4015251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4015249.750000 Penalty: 3440.467529
	Iteration 177Q: 3 clusters Score -4015250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4015248.250000 Penalty: 3440.467529
	Iteration 178Q: 3 clusters Score -4015248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -4015246.500000 Penalty: 3440.467529
	Iteration 179Q: 3 clusters Score -4015246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4015249.500000 Penalty: 3440.467529
	Iteration 180F: 3 clusters Score -4015250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4015244.250000 Penalty: 3440.467529
	Iteration 181Q: 3 clusters Score -4015244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4015251.750000 Penalty: 3440.467529
	Iteration 182Q: 3 clusters Score -4015252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4015245.500000 Penalty: 3440.467529
	Iteration 183Q: 3 clusters Score -4015246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4015248.500000 Penalty: 3440.467529
	Iteration 184Q: 3 clusters Score -4015248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4015249.750000 Penalty: 3440.467529
	Iteration 185Q: 3 clusters Score -4015250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4015248.250000 Penalty: 3440.467529
	Iteration 186Q: 3 clusters Score -4015248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4015248.250000 Penalty: 3440.467529
	Iteration 187Q: 3 clusters Score -4015248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4015246.250000 Penalty: 3440.467529
	Iteration 188Q: 3 clusters Score -4015246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -4015245.000000 Penalty: 3440.467529
	Iteration 189Q: 3 clusters Score -4015245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4015246.500000 Penalty: 3440.467529
	Iteration 190Q: 3 clusters Score -4015246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4015246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4015245.750000 Penalty: 3440.467529
	Iteration 192F: 3 clusters Score -4015246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -547679.562500 Penalty: 1407.853638
	Iteration 0F: 2 clusters Score -547679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -543268.062500 Penalty: 2815.707275
	Iteration 0F: 3 clusters Score -543268.1 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -544831.750000 Penalty: 2815.707275
	Iteration 1F: 3 clusters Score -544831.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -545461.375000 Penalty: 2815.707275
	Iteration 2F: 3 clusters Score -545461.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -546078 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -546461.937500 Penalty: 2815.707275
	Iteration 4F: 3 clusters Score -546461.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -546722.687500 Penalty: 2815.707275
	Iteration 5F: 3 clusters Score -546722.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -546918.937500 Penalty: 2815.707275
	Iteration 6Q: 3 clusters Score -546918.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -547059.812500 Penalty: 2815.707275
	Iteration 7Q: 3 clusters Score -547059.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -547141.625000 Penalty: 2815.707275
	Iteration 8Q: 3 clusters Score -547141.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -547202.250000 Penalty: 2815.707275
	Iteration 9Q: 3 clusters Score -547202.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -547242.812500 Penalty: 2815.707275
	Iteration 10Q: 3 clusters Score -547242.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -547271.437500 Penalty: 2815.707275
	Iteration 11Q: 3 clusters Score -547271.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -547291.750000 Penalty: 2815.707275
	Iteration 12Q: 3 clusters Score -547291.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -547304.937500 Penalty: 2815.707275
	Iteration 13Q: 3 clusters Score -547304.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -547317.312500 Penalty: 2815.707275
	Iteration 14Q: 3 clusters Score -547317.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -547332.187500 Penalty: 2815.707275
	Iteration 15Q: 3 clusters Score -547332.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -547341.875000 Penalty: 2815.707275
	Iteration 16Q: 3 clusters Score -547341.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -547352.812500 Penalty: 2815.707275
	Iteration 17Q: 3 clusters Score -547352.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -547359.687500 Penalty: 2815.707275
	Iteration 18Q: 3 clusters Score -547359.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -547367.000000 Penalty: 2815.707275
	Iteration 19Q: 3 clusters Score -547367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -547371.437500 Penalty: 2815.707275
	Iteration 20F: 3 clusters Score -547371.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -547377.812500 Penalty: 2815.707275
	Iteration 21Q: 3 clusters Score -547377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -547381.125000 Penalty: 2815.707275
	Iteration 22Q: 3 clusters Score -547381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -547382.875000 Penalty: 2815.707275
	Iteration 23Q: 3 clusters Score -547382.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -547388.000000 Penalty: 2815.707275
	Iteration 24Q: 3 clusters Score -547388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -547396.875000 Penalty: 2815.707275
	Iteration 25Q: 3 clusters Score -547396.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -547400.937500 Penalty: 2815.707275
	Iteration 26Q: 3 clusters Score -547400.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -547405.250000 Penalty: 2815.707275
	Iteration 27Q: 3 clusters Score -547405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -547407.187500 Penalty: 2815.707275
	Iteration 28Q: 3 clusters Score -547407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -547408.875000 Penalty: 2815.707275
	Iteration 29Q: 3 clusters Score -547408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -547409.812500 Penalty: 2815.707275
	Iteration 30Q: 3 clusters Score -547409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -547412.812500 Penalty: 2815.707275
	Iteration 31Q: 3 clusters Score -547412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -547411.937500 Penalty: 2815.707275
	Iteration 32Q: 3 clusters Score -547411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -547413.187500 Penalty: 2815.707275
	Iteration 33Q: 3 clusters Score -547413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -547414.062500 Penalty: 2815.707275
	Iteration 34Q: 3 clusters Score -547414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -547413.937500 Penalty: 2815.707275
	Iteration 35Q: 3 clusters Score -547413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -547414.062500 Penalty: 2815.707275
	Iteration 36Q: 3 clusters Score -547414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -547414.062500 Penalty: 2815.707275
	Iteration 37F: 3 clusters Score -547414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -772770.250000 Penalty: 1455.553589
	Iteration 0F: 2 clusters Score -772770.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -766979.187500 Penalty: 2911.107178
	Iteration 0F: 3 clusters Score -766979.2 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -768832.875000 Penalty: 2911.107178
	Iteration 1F: 3 clusters Score -768832.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -769175.500000 Penalty: 2911.107178
	Iteration 2F: 3 clusters Score -769175.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -769582.687500 Penalty: 2911.107178
	Iteration 3F: 3 clusters Score -769582.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -770139.125000 Penalty: 2911.107178
	Iteration 4F: 3 clusters Score -770139.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -770731.562500 Penalty: 2911.107178
	Iteration 5F: 3 clusters Score -770731.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -771419.375000 Penalty: 2911.107178
	Iteration 6F: 3 clusters Score -771419.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -772093.125000 Penalty: 2911.107178
	Iteration 7F: 3 clusters Score -772093.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -772542.750000 Penalty: 2911.107178
	Iteration 8F: 3 clusters Score -772542.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -772846.500000 Penalty: 2911.107178
	Iteration 9Q: 3 clusters Score -772846.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -772983.937500 Penalty: 2911.107178
	Iteration 10Q: 3 clusters Score -772983.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -773037.062500 Penalty: 2911.107178
	Iteration 11Q: 3 clusters Score -773037.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -773055.000000 Penalty: 2911.107178
	Iteration 12Q: 3 clusters Score -773055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -773064.500000 Penalty: 2911.107178
	Iteration 13Q: 3 clusters Score -773064.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -773071.250000 Penalty: 2911.107178
	Iteration 14Q: 3 clusters Score -773071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -773075.375000 Penalty: 2911.107178
	Iteration 15Q: 3 clusters Score -773075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -773075.062500 Penalty: 2911.107178
	Iteration 16Q: 3 clusters Score -773075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -773080.687500 Penalty: 2911.107178
	Iteration 17Q: 3 clusters Score -773080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -773081.125000 Penalty: 2911.107178
	Iteration 18Q: 3 clusters Score -773081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -773082.250000 Penalty: 2911.107178
	Iteration 19Q: 3 clusters Score -773082.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -773082.500000 Penalty: 2911.107178
	Iteration 20F: 3 clusters Score -773082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -773082.250000 Penalty: 2911.107178
	Iteration 21Q: 3 clusters Score -773082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -773082.187500 Penalty: 2911.107178
	Iteration 22Q: 3 clusters Score -773082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -773082.187500 Penalty: 2911.107178
	Iteration 23F: 3 clusters Score -773082.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 104956 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122329 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Mstep: Class 46 contains 5243 members 
Entering Unmasked Estep 
Score: -154053776.000000 Penalty: 106475.343750
Splitting cluster 6 changes total score from -154054928.000000 to -154053776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (50811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Entering Unmasked Estep 
Score: -5350085.000000 Penalty: 1760.828491
	Iteration 0F: 2 clusters Score -5350085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5316185.500000 Penalty: 3521.656982
	Iteration 0F: 3 clusters Score -5316186 nChanged 23775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5329817.000000 Penalty: 3521.656982
	Iteration 1F: 3 clusters Score -5329817 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -5330639.000000 Penalty: 3521.656982
	Iteration 2Q: 3 clusters Score -5330639 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5331765.000000 Penalty: 3521.656982
	Iteration 3Q: 3 clusters Score -5331765 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5333276.000000 Penalty: 3521.656982
	Iteration 4F: 3 clusters Score -5333276 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5335510.500000 Penalty: 3521.656982
	Iteration 5F: 3 clusters Score -5335510 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5338338.500000 Penalty: 3521.656982
	Iteration 6F: 3 clusters Score -5338338 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -5341449.500000 Penalty: 3521.656982
	Iteration 7F: 3 clusters Score -5341450 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5344250.500000 Penalty: 3521.656982
	Iteration 8F: 3 clusters Score -5344250 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5346222.000000 Penalty: 3521.656982
	Iteration 9Q: 3 clusters Score -5346222 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5347369.000000 Penalty: 3521.656982
	Iteration 10Q: 3 clusters Score -5347369 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5347962.000000 Penalty: 3521.656982
	Iteration 11Q: 3 clusters Score -5347962 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5348247.000000 Penalty: 3521.656982
	Iteration 12Q: 3 clusters Score -5348247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5348377.000000 Penalty: 3521.656982
	Iteration 13Q: 3 clusters Score -5348377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5348456.500000 Penalty: 3521.656982
	Iteration 14Q: 3 clusters Score -5348456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5348485.500000 Penalty: 3521.656982
	Iteration 15Q: 3 clusters Score -5348486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5348503.500000 Penalty: 3521.656982
	Iteration 16Q: 3 clusters Score -5348504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5348525.500000 Penalty: 3521.656982
	Iteration 17Q: 3 clusters Score -5348526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5348544.000000 Penalty: 3521.656982
	Iteration 18Q: 3 clusters Score -5348544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5348555.500000 Penalty: 3521.656982
	Iteration 19Q: 3 clusters Score -5348556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5348566.500000 Penalty: 3521.656982
	Iteration 20F: 3 clusters Score -5348566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5348575.000000 Penalty: 3521.656982
	Iteration 21Q: 3 clusters Score -5348575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5348577.000000 Penalty: 3521.656982
	Iteration 22Q: 3 clusters Score -5348577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5348588.000000 Penalty: 3521.656982
	Iteration 23Q: 3 clusters Score -5348588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5348591.500000 Penalty: 3521.656982
	Iteration 24Q: 3 clusters Score -5348592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5348591.000000 Penalty: 3521.656982
	Iteration 25Q: 3 clusters Score -5348591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5348591.000000 Penalty: 3521.656982
	Iteration 26F: 3 clusters Score -5348591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168369 members 
Entering Unmasked Estep 
Score: -17674280.000000 Penalty: 1955.510986
	Iteration 0F: 2 clusters Score -1.767428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -17576616.000000 Penalty: 3911.021973
	Iteration 0F: 3 clusters Score -1.757662e+07 nChanged 81188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -17624460.000000 Penalty: 3911.021973
	Iteration 1F: 3 clusters Score -1.762446e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -17626208.000000 Penalty: 3911.021973
	Iteration 2Q: 3 clusters Score -1.762621e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -17628842.000000 Penalty: 3911.021973
	Iteration 3Q: 3 clusters Score -1.762884e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -17633484.000000 Penalty: 3911.021973
	Iteration 4F: 3 clusters Score -1.763348e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -17641710.000000 Penalty: 3911.021973
	Iteration 5F: 3 clusters Score -1.764171e+07 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -17654056.000000 Penalty: 3911.021973
	Iteration 6F: 3 clusters Score -1.765406e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -17666532.000000 Penalty: 3911.021973
	Iteration 7F: 3 clusters Score -1.766653e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158350 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -17670820.000000 Penalty: 3911.021973
	Iteration 8F: 3 clusters Score -1.767082e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -17672348.000000 Penalty: 3911.021973
	Iteration 9Q: 3 clusters Score -1.767235e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -17672840.000000 Penalty: 3911.021973
	Iteration 10Q: 3 clusters Score -1.767284e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -17672996.000000 Penalty: 3911.021973
	Iteration 11Q: 3 clusters Score -1.7673e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17673038.000000 Penalty: 3911.021973
	Iteration 12Q: 3 clusters Score -1.767304e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17673128.000000 Penalty: 3911.021973
	Iteration 13Q: 3 clusters Score -1.767313e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17673110.000000 Penalty: 3911.021973
	Iteration 14Q: 3 clusters Score -1.767311e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17673146.000000 Penalty: 3911.021973
	Iteration 15Q: 3 clusters Score -1.767315e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -17673130.000000 Penalty: 3911.021973
	Iteration 16Q: 3 clusters Score -1.767313e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -17673158.000000 Penalty: 3911.021973
	Iteration 17Q: 3 clusters Score -1.767316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -17673140.000000 Penalty: 3911.021973
	Iteration 18Q: 3 clusters Score -1.767314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167730 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17673160.000000 Penalty: 3911.021973
	Iteration 19Q: 3 clusters Score -1.767316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17673168.000000 Penalty: 3911.021973
	Iteration 20F: 3 clusters Score -1.767317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167742 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -17673178.000000 Penalty: 3911.021973
	Iteration 21Q: 3 clusters Score -1.767318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17673176.000000 Penalty: 3911.021973
	Iteration 22Q: 3 clusters Score -1.767318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167755 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -17673170.000000 Penalty: 3911.021973
	Iteration 23Q: 3 clusters Score -1.767317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17673180.000000 Penalty: 3911.021973
	Iteration 24Q: 3 clusters Score -1.767318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17673172.000000 Penalty: 3911.021973
	Iteration 25Q: 3 clusters Score -1.767317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167766 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17673170.000000 Penalty: 3911.021973
	Iteration 26Q: 3 clusters Score -1.767317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167768 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17673170.000000 Penalty: 3911.021973
	Iteration 27Q: 3 clusters Score -1.767317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167769 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -17673174.000000 Penalty: 3911.021973
	Iteration 28Q: 3 clusters Score -1.767317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -17673176.000000 Penalty: 3911.021973
	Iteration 29Q: 3 clusters Score -1.767318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17673178.000000 Penalty: 3911.021973
	Iteration 30Q: 3 clusters Score -1.767318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167779 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -17673174.000000 Penalty: 3911.021973
	Iteration 31Q: 3 clusters Score -1.767317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -17673168.000000 Penalty: 3911.021973
	Iteration 32Q: 3 clusters Score -1.767317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -17673176.000000 Penalty: 3911.021973
	Iteration 33Q: 3 clusters Score -1.767318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -17673172.000000 Penalty: 3911.021973
	Iteration 34Q: 3 clusters Score -1.767317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17673166.000000 Penalty: 3911.021973
	Iteration 35Q: 3 clusters Score -1.767317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167801 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17673172.000000 Penalty: 3911.021973
	Iteration 36Q: 3 clusters Score -1.767317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17673172.000000 Penalty: 3911.021973
	Iteration 37Q: 3 clusters Score -1.767317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -17673180.000000 Penalty: 3911.021973
	Iteration 38Q: 3 clusters Score -1.767318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167805 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17673174.000000 Penalty: 3911.021973
	Iteration 39Q: 3 clusters Score -1.767317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17673182.000000 Penalty: 3911.021973
	Iteration 40F: 3 clusters Score -1.767318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17673178.000000 Penalty: 3911.021973
	Iteration 41Q: 3 clusters Score -1.767318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -17673180.000000 Penalty: 3911.021973
	Iteration 42Q: 3 clusters Score -1.767318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17673194.000000 Penalty: 3911.021973
	Iteration 43Q: 3 clusters Score -1.767319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17673192.000000 Penalty: 3911.021973
	Iteration 44Q: 3 clusters Score -1.767319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17673190.000000 Penalty: 3911.021973
	Iteration 45Q: 3 clusters Score -1.767319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167823 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -17673192.000000 Penalty: 3911.021973
	Iteration 46Q: 3 clusters Score -1.767319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -17673186.000000 Penalty: 3911.021973
	Iteration 47Q: 3 clusters Score -1.767319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -17673186.000000 Penalty: 3911.021973
	Iteration 48F: 3 clusters Score -1.767319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Entering Unmasked Estep 
Score: -1399663.500000 Penalty: 1557.227417
	Iteration 0F: 2 clusters Score -1399664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1389558.500000 Penalty: 3114.454834
	Iteration 0F: 3 clusters Score -1389558 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1393206.750000 Penalty: 3114.454834
	Iteration 1F: 3 clusters Score -1393207 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1393588.625000 Penalty: 3114.454834
	Iteration 2F: 3 clusters Score -1393589 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1393943.000000 Penalty: 3114.454834
	Iteration 3F: 3 clusters Score -1393943 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1394268.750000 Penalty: 3114.454834
	Iteration 4Q: 3 clusters Score -1394269 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1394624.375000 Penalty: 3114.454834
	Iteration 5Q: 3 clusters Score -1394624 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1394989.375000 Penalty: 3114.454834
	Iteration 6Q: 3 clusters Score -1394989 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1395358.625000 Penalty: 3114.454834
	Iteration 7Q: 3 clusters Score -1395359 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1395681.375000 Penalty: 3114.454834
	Iteration 8Q: 3 clusters Score -1395681 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1395903.625000 Penalty: 3114.454834
	Iteration 9Q: 3 clusters Score -1395904 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1396042.625000 Penalty: 3114.454834
	Iteration 10Q: 3 clusters Score -1396043 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1396148.625000 Penalty: 3114.454834
	Iteration 11Q: 3 clusters Score -1396149 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1396224.000000 Penalty: 3114.454834
	Iteration 12Q: 3 clusters Score -1396224 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1396280.750000 Penalty: 3114.454834
	Iteration 13Q: 3 clusters Score -1396281 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1396326.125000 Penalty: 3114.454834
	Iteration 14Q: 3 clusters Score -1396326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1396368.000000 Penalty: 3114.454834
	Iteration 15Q: 3 clusters Score -1396368 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1396385.750000 Penalty: 3114.454834
	Iteration 16Q: 3 clusters Score -1396386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1396409.375000 Penalty: 3114.454834
	Iteration 17Q: 3 clusters Score -1396409 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1396433.500000 Penalty: 3114.454834
	Iteration 18Q: 3 clusters Score -1396434 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1396457.000000 Penalty: 3114.454834
	Iteration 19Q: 3 clusters Score -1396457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1396472.875000 Penalty: 3114.454834
	Iteration 20F: 3 clusters Score -1396473 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1396488.875000 Penalty: 3114.454834
	Iteration 21Q: 3 clusters Score -1396489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1396501.750000 Penalty: 3114.454834
	Iteration 22Q: 3 clusters Score -1396502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1396513.500000 Penalty: 3114.454834
	Iteration 23Q: 3 clusters Score -1396514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1396523.750000 Penalty: 3114.454834
	Iteration 24Q: 3 clusters Score -1396524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1396532.250000 Penalty: 3114.454834
	Iteration 25Q: 3 clusters Score -1396532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1396543.750000 Penalty: 3114.454834
	Iteration 26Q: 3 clusters Score -1396544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1396554.000000 Penalty: 3114.454834
	Iteration 27Q: 3 clusters Score -1396554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1396560.375000 Penalty: 3114.454834
	Iteration 28Q: 3 clusters Score -1396560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1396562.000000 Penalty: 3114.454834
	Iteration 29Q: 3 clusters Score -1396562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1396566.000000 Penalty: 3114.454834
	Iteration 30Q: 3 clusters Score -1396566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1396569.125000 Penalty: 3114.454834
	Iteration 31Q: 3 clusters Score -1396569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1396567.375000 Penalty: 3114.454834
	Iteration 32Q: 3 clusters Score -1396567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1396565.125000 Penalty: 3114.454834
	Iteration 33Q: 3 clusters Score -1396565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1396568.750000 Penalty: 3114.454834
	Iteration 34Q: 3 clusters Score -1396569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1396572.750000 Penalty: 3114.454834
	Iteration 35Q: 3 clusters Score -1396573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1396576.375000 Penalty: 3114.454834
	Iteration 36Q: 3 clusters Score -1396576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1396581.000000 Penalty: 3114.454834
	Iteration 37Q: 3 clusters Score -1396581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1396583.500000 Penalty: 3114.454834
	Iteration 38Q: 3 clusters Score -1396584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1396582.125000 Penalty: 3114.454834
	Iteration 39Q: 3 clusters Score -1396582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1396581.625000 Penalty: 3114.454834
	Iteration 40F: 3 clusters Score -1396582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1396583.000000 Penalty: 3114.454834
	Iteration 41Q: 3 clusters Score -1396583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1396581.625000 Penalty: 3114.454834
	Iteration 42Q: 3 clusters Score -1396582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1396583.500000 Penalty: 3114.454834
	Iteration 43Q: 3 clusters Score -1396584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1396586.625000 Penalty: 3114.454834
	Iteration 44Q: 3 clusters Score -1396587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1396586.625000 Penalty: 3114.454834
	Iteration 45F: 3 clusters Score -1396587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -358786.687500 Penalty: 1332.278931
	Iteration 0F: 2 clusters Score -358786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -355674.281250 Penalty: 2664.557861
	Iteration 0F: 3 clusters Score -355674.3 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -356621.125000 Penalty: 2664.557861
	Iteration 1F: 3 clusters Score -356621.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -356993.062500 Penalty: 2664.557861
	Iteration 2F: 3 clusters Score -356993.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -357481.500000 Penalty: 2664.557861
	Iteration 3F: 3 clusters Score -357481.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -358085.718750 Penalty: 2664.557861
	Iteration 4F: 3 clusters Score -358085.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -358541.187500 Penalty: 2664.557861
	Iteration 5F: 3 clusters Score -358541.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -358788.062500 Penalty: 2664.557861
	Iteration 6F: 3 clusters Score -358788.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -358950.437500 Penalty: 2664.557861
	Iteration 7Q: 3 clusters Score -358950.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -359063.000000 Penalty: 2664.557861
	Iteration 8Q: 3 clusters Score -359063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -359176.562500 Penalty: 2664.557861
	Iteration 9Q: 3 clusters Score -359176.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -359262.375000 Penalty: 2664.557861
	Iteration 10Q: 3 clusters Score -359262.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -359330.125000 Penalty: 2664.557861
	Iteration 11Q: 3 clusters Score -359330.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -359373.281250 Penalty: 2664.557861
	Iteration 12Q: 3 clusters Score -359373.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -359385.343750 Penalty: 2664.557861
	Iteration 13Q: 3 clusters Score -359385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -359388.656250 Penalty: 2664.557861
	Iteration 14Q: 3 clusters Score -359388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -359390.875000 Penalty: 2664.557861
	Iteration 15Q: 3 clusters Score -359390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -359393.750000 Penalty: 2664.557861
	Iteration 16Q: 3 clusters Score -359393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -359397.468750 Penalty: 2664.557861
	Iteration 17Q: 3 clusters Score -359397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -359398.781250 Penalty: 2664.557861
	Iteration 18Q: 3 clusters Score -359398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -359398.781250 Penalty: 2664.557861
	Iteration 19F: 3 clusters Score -359398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 104956 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122329 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Mstep: Class 46 contains 2794 members 
Entering Unmasked Estep 
Score: -154054528.000000 Penalty: 106475.343750
Splitting cluster 10 changes total score from -154054928.000000 to -154054528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (29800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Entering Unmasked Estep 
Score: -3028369.000000 Penalty: 1674.117798
	Iteration 0F: 2 clusters Score -3028369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3008394.000000 Penalty: 3348.235596
	Iteration 0F: 3 clusters Score -3008394 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3016553.250000 Penalty: 3348.235596
	Iteration 1F: 3 clusters Score -3016553 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3017441.750000 Penalty: 3348.235596
	Iteration 2F: 3 clusters Score -3017442 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3018375.250000 Penalty: 3348.235596
	Iteration 3F: 3 clusters Score -3018375 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3019270.250000 Penalty: 3348.235596
	Iteration 4F: 3 clusters Score -3019270 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3020208.250000 Penalty: 3348.235596
	Iteration 5F: 3 clusters Score -3020208 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3021099.250000 Penalty: 3348.235596
	Iteration 6F: 3 clusters Score -3021099 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3021892.500000 Penalty: 3348.235596
	Iteration 7Q: 3 clusters Score -3021892 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3022464.250000 Penalty: 3348.235596
	Iteration 8Q: 3 clusters Score -3022464 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3022808.500000 Penalty: 3348.235596
	Iteration 9Q: 3 clusters Score -3022808 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3022980.250000 Penalty: 3348.235596
	Iteration 10Q: 3 clusters Score -3022980 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3023132.750000 Penalty: 3348.235596
	Iteration 11Q: 3 clusters Score -3023133 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3023216.750000 Penalty: 3348.235596
	Iteration 12Q: 3 clusters Score -3023217 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3023300.000000 Penalty: 3348.235596
	Iteration 13Q: 3 clusters Score -3023300 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3023380.250000 Penalty: 3348.235596
	Iteration 14Q: 3 clusters Score -3023380 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3023471.750000 Penalty: 3348.235596
	Iteration 15Q: 3 clusters Score -3023472 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3023575.000000 Penalty: 3348.235596
	Iteration 16Q: 3 clusters Score -3023575 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3023671.500000 Penalty: 3348.235596
	Iteration 17Q: 3 clusters Score -3023672 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3023800.500000 Penalty: 3348.235596
	Iteration 18Q: 3 clusters Score -3023800 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3023977.750000 Penalty: 3348.235596
	Iteration 19Q: 3 clusters Score -3023978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3024197.750000 Penalty: 3348.235596
	Iteration 20F: 3 clusters Score -3024198 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3024431.250000 Penalty: 3348.235596
	Iteration 21Q: 3 clusters Score -3024431 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3024702.500000 Penalty: 3348.235596
	Iteration 22Q: 3 clusters Score -3024702 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3025005.500000 Penalty: 3348.235596
	Iteration 23Q: 3 clusters Score -3025006 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3025320.000000 Penalty: 3348.235596
	Iteration 24Q: 3 clusters Score -3025320 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3025637.500000 Penalty: 3348.235596
	Iteration 25Q: 3 clusters Score -3025638 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3025994.000000 Penalty: 3348.235596
	Iteration 26Q: 3 clusters Score -3025994 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3026291.750000 Penalty: 3348.235596
	Iteration 27Q: 3 clusters Score -3026292 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3026480.250000 Penalty: 3348.235596
	Iteration 28Q: 3 clusters Score -3026480 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3026642.000000 Penalty: 3348.235596
	Iteration 29Q: 3 clusters Score -3026642 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3026754.000000 Penalty: 3348.235596
	Iteration 30Q: 3 clusters Score -3026754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3026869.250000 Penalty: 3348.235596
	Iteration 31Q: 3 clusters Score -3026869 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3026954.000000 Penalty: 3348.235596
	Iteration 32Q: 3 clusters Score -3026954 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3027028.500000 Penalty: 3348.235596
	Iteration 33Q: 3 clusters Score -3027028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3027065.750000 Penalty: 3348.235596
	Iteration 34Q: 3 clusters Score -3027066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3027102.000000 Penalty: 3348.235596
	Iteration 35Q: 3 clusters Score -3027102 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3027145.500000 Penalty: 3348.235596
	Iteration 36Q: 3 clusters Score -3027146 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3027160.000000 Penalty: 3348.235596
	Iteration 37Q: 3 clusters Score -3027160 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3027191.250000 Penalty: 3348.235596
	Iteration 38Q: 3 clusters Score -3027191 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3027212.250000 Penalty: 3348.235596
	Iteration 39Q: 3 clusters Score -3027212 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3027221.500000 Penalty: 3348.235596
	Iteration 40F: 3 clusters Score -3027222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3027239.500000 Penalty: 3348.235596
	Iteration 41Q: 3 clusters Score -3027240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3027255.750000 Penalty: 3348.235596
	Iteration 42Q: 3 clusters Score -3027256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3027274.000000 Penalty: 3348.235596
	Iteration 43Q: 3 clusters Score -3027274 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3027283.500000 Penalty: 3348.235596
	Iteration 44Q: 3 clusters Score -3027284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3027312.750000 Penalty: 3348.235596
	Iteration 45Q: 3 clusters Score -3027313 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3027319.250000 Penalty: 3348.235596
	Iteration 46Q: 3 clusters Score -3027319 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3027334.750000 Penalty: 3348.235596
	Iteration 47Q: 3 clusters Score -3027335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3027351.250000 Penalty: 3348.235596
	Iteration 48Q: 3 clusters Score -3027351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3027366.000000 Penalty: 3348.235596
	Iteration 49Q: 3 clusters Score -3027366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3027387.250000 Penalty: 3348.235596
	Iteration 50Q: 3 clusters Score -3027387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3027392.000000 Penalty: 3348.235596
	Iteration 51Q: 3 clusters Score -3027392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3027403.000000 Penalty: 3348.235596
	Iteration 52Q: 3 clusters Score -3027403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3027416.750000 Penalty: 3348.235596
	Iteration 53Q: 3 clusters Score -3027417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3027423.000000 Penalty: 3348.235596
	Iteration 54Q: 3 clusters Score -3027423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3027422.000000 Penalty: 3348.235596
	Iteration 55Q: 3 clusters Score -3027422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3027426.000000 Penalty: 3348.235596
	Iteration 56Q: 3 clusters Score -3027426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3027430.250000 Penalty: 3348.235596
	Iteration 57Q: 3 clusters Score -3027430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3027433.500000 Penalty: 3348.235596
	Iteration 58Q: 3 clusters Score -3027434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3027432.000000 Penalty: 3348.235596
	Iteration 59Q: 3 clusters Score -3027432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3027434.000000 Penalty: 3348.235596
	Iteration 60F: 3 clusters Score -3027434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3027435.250000 Penalty: 3348.235596
	Iteration 61Q: 3 clusters Score -3027435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3027438.750000 Penalty: 3348.235596
	Iteration 62Q: 3 clusters Score -3027439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3027444.250000 Penalty: 3348.235596
	Iteration 63Q: 3 clusters Score -3027444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3027440.750000 Penalty: 3348.235596
	Iteration 64Q: 3 clusters Score -3027441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3027445.500000 Penalty: 3348.235596
	Iteration 65Q: 3 clusters Score -3027446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3027445.000000 Penalty: 3348.235596
	Iteration 66Q: 3 clusters Score -3027445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3027443.500000 Penalty: 3348.235596
	Iteration 67Q: 3 clusters Score -3027444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3027458.750000 Penalty: 3348.235596
	Iteration 68Q: 3 clusters Score -3027459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3027453.500000 Penalty: 3348.235596
	Iteration 69Q: 3 clusters Score -3027454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3027455.000000 Penalty: 3348.235596
	Iteration 70Q: 3 clusters Score -3027455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3027455.750000 Penalty: 3348.235596
	Iteration 71Q: 3 clusters Score -3027456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3027462.000000 Penalty: 3348.235596
	Iteration 72Q: 3 clusters Score -3027462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3027461.250000 Penalty: 3348.235596
	Iteration 73Q: 3 clusters Score -3027461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3027465.750000 Penalty: 3348.235596
	Iteration 74Q: 3 clusters Score -3027466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3027469.250000 Penalty: 3348.235596
	Iteration 75Q: 3 clusters Score -3027469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3027471.000000 Penalty: 3348.235596
	Iteration 76Q: 3 clusters Score -3027471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3027470.500000 Penalty: 3348.235596
	Iteration 77Q: 3 clusters Score -3027470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3027482.000000 Penalty: 3348.235596
	Iteration 78Q: 3 clusters Score -3027482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3027481.750000 Penalty: 3348.235596
	Iteration 79Q: 3 clusters Score -3027482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3027480.250000 Penalty: 3348.235596
	Iteration 80F: 3 clusters Score -3027480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3027480.250000 Penalty: 3348.235596
	Iteration 81Q: 3 clusters Score -3027480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3027487.000000 Penalty: 3348.235596
	Iteration 82Q: 3 clusters Score -3027487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3027496.000000 Penalty: 3348.235596
	Iteration 83Q: 3 clusters Score -3027496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3027498.750000 Penalty: 3348.235596
	Iteration 84Q: 3 clusters Score -3027499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3027502.750000 Penalty: 3348.235596
	Iteration 85Q: 3 clusters Score -3027503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3027505.750000 Penalty: 3348.235596
	Iteration 86Q: 3 clusters Score -3027506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3027498.500000 Penalty: 3348.235596
	Iteration 87Q: 3 clusters Score -3027498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3027503.000000 Penalty: 3348.235596
	Iteration 88Q: 3 clusters Score -3027503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3027503.500000 Penalty: 3348.235596
	Iteration 89Q: 3 clusters Score -3027504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3027504.250000 Penalty: 3348.235596
	Iteration 90Q: 3 clusters Score -3027504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3027510.000000 Penalty: 3348.235596
	Iteration 91Q: 3 clusters Score -3027510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3027506.500000 Penalty: 3348.235596
	Iteration 92Q: 3 clusters Score -3027506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3027504.250000 Penalty: 3348.235596
	Iteration 93Q: 3 clusters Score -3027504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3027510.000000 Penalty: 3348.235596
	Iteration 94Q: 3 clusters Score -3027510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3027506.000000 Penalty: 3348.235596
	Iteration 95Q: 3 clusters Score -3027506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3027512.000000 Penalty: 3348.235596
	Iteration 96Q: 3 clusters Score -3027512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3027511.250000 Penalty: 3348.235596
	Iteration 97Q: 3 clusters Score -3027511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3027504.750000 Penalty: 3348.235596
	Iteration 98Q: 3 clusters Score -3027505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3027507.750000 Penalty: 3348.235596
	Iteration 99Q: 3 clusters Score -3027508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3027506.000000 Penalty: 3348.235596
	Iteration 100F: 3 clusters Score -3027506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3027514.250000 Penalty: 3348.235596
	Iteration 101Q: 3 clusters Score -3027514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3027519.000000 Penalty: 3348.235596
	Iteration 102Q: 3 clusters Score -3027519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3027527.250000 Penalty: 3348.235596
	Iteration 103Q: 3 clusters Score -3027527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3027523.000000 Penalty: 3348.235596
	Iteration 104Q: 3 clusters Score -3027523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3027529.750000 Penalty: 3348.235596
	Iteration 105Q: 3 clusters Score -3027530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3027536.500000 Penalty: 3348.235596
	Iteration 106Q: 3 clusters Score -3027536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3027537.250000 Penalty: 3348.235596
	Iteration 107Q: 3 clusters Score -3027537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3027533.500000 Penalty: 3348.235596
	Iteration 108Q: 3 clusters Score -3027534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3027532.250000 Penalty: 3348.235596
	Iteration 109Q: 3 clusters Score -3027532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3027533.000000 Penalty: 3348.235596
	Iteration 110Q: 3 clusters Score -3027533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3027535.500000 Penalty: 3348.235596
	Iteration 111Q: 3 clusters Score -3027536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3027533.250000 Penalty: 3348.235596
	Iteration 112Q: 3 clusters Score -3027533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3027539.000000 Penalty: 3348.235596
	Iteration 113Q: 3 clusters Score -3027539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3027540.000000 Penalty: 3348.235596
	Iteration 114Q: 3 clusters Score -3027540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3027544.000000 Penalty: 3348.235596
	Iteration 115Q: 3 clusters Score -3027544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3027547.500000 Penalty: 3348.235596
	Iteration 116Q: 3 clusters Score -3027548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3027550.250000 Penalty: 3348.235596
	Iteration 117Q: 3 clusters Score -3027550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3027547.500000 Penalty: 3348.235596
	Iteration 118Q: 3 clusters Score -3027548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3027548.250000 Penalty: 3348.235596
	Iteration 119Q: 3 clusters Score -3027548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3027548.250000 Penalty: 3348.235596
	Iteration 120F: 3 clusters Score -3027548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Entering Unmasked Estep 
Score: -3928899.750000 Penalty: 1712.949463
	Iteration 0F: 2 clusters Score -3928900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3903600.000000 Penalty: 3425.898926
	Iteration 0F: 3 clusters Score -3903600 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3913686.000000 Penalty: 3425.898926
	Iteration 1F: 3 clusters Score -3913686 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3914229.000000 Penalty: 3425.898926
	Iteration 2Q: 3 clusters Score -3914229 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3914944.750000 Penalty: 3425.898926
	Iteration 3Q: 3 clusters Score -3914945 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3915898.250000 Penalty: 3425.898926
	Iteration 4Q: 3 clusters Score -3915898 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3917174.500000 Penalty: 3425.898926
	Iteration 5F: 3 clusters Score -3917174 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3918754.000000 Penalty: 3425.898926
	Iteration 6F: 3 clusters Score -3918754 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3920376.750000 Penalty: 3425.898926
	Iteration 7F: 3 clusters Score -3920377 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3921611.750000 Penalty: 3425.898926
	Iteration 8F: 3 clusters Score -3921612 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3922448.250000 Penalty: 3425.898926
	Iteration 9Q: 3 clusters Score -3922448 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3922855.500000 Penalty: 3425.898926
	Iteration 10Q: 3 clusters Score -3922856 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3923060.500000 Penalty: 3425.898926
	Iteration 11Q: 3 clusters Score -3923060 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3923169.750000 Penalty: 3425.898926
	Iteration 12Q: 3 clusters Score -3923170 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3923247.750000 Penalty: 3425.898926
	Iteration 13Q: 3 clusters Score -3923248 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3923318.000000 Penalty: 3425.898926
	Iteration 14Q: 3 clusters Score -3923318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3923371.250000 Penalty: 3425.898926
	Iteration 15Q: 3 clusters Score -3923371 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3923429.750000 Penalty: 3425.898926
	Iteration 16Q: 3 clusters Score -3923430 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3923488.250000 Penalty: 3425.898926
	Iteration 17Q: 3 clusters Score -3923488 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3923538.500000 Penalty: 3425.898926
	Iteration 18Q: 3 clusters Score -3923538 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3923581.750000 Penalty: 3425.898926
	Iteration 19Q: 3 clusters Score -3923582 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3923628.500000 Penalty: 3425.898926
	Iteration 20F: 3 clusters Score -3923628 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3923678.250000 Penalty: 3425.898926
	Iteration 21Q: 3 clusters Score -3923678 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3923720.250000 Penalty: 3425.898926
	Iteration 22Q: 3 clusters Score -3923720 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3923762.750000 Penalty: 3425.898926
	Iteration 23Q: 3 clusters Score -3923763 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3923799.500000 Penalty: 3425.898926
	Iteration 24Q: 3 clusters Score -3923800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3923833.000000 Penalty: 3425.898926
	Iteration 25Q: 3 clusters Score -3923833 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3923865.750000 Penalty: 3425.898926
	Iteration 26Q: 3 clusters Score -3923866 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3923882.250000 Penalty: 3425.898926
	Iteration 27Q: 3 clusters Score -3923882 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3923915.500000 Penalty: 3425.898926
	Iteration 28Q: 3 clusters Score -3923916 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3923940.000000 Penalty: 3425.898926
	Iteration 29Q: 3 clusters Score -3923940 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3923975.000000 Penalty: 3425.898926
	Iteration 30Q: 3 clusters Score -3923975 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3924013.750000 Penalty: 3425.898926
	Iteration 31Q: 3 clusters Score -3924014 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3924035.000000 Penalty: 3425.898926
	Iteration 32Q: 3 clusters Score -3924035 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3924088.750000 Penalty: 3425.898926
	Iteration 33Q: 3 clusters Score -3924089 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3924116.750000 Penalty: 3425.898926
	Iteration 34Q: 3 clusters Score -3924117 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3924162.500000 Penalty: 3425.898926
	Iteration 35Q: 3 clusters Score -3924162 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3924216.500000 Penalty: 3425.898926
	Iteration 36Q: 3 clusters Score -3924216 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3924292.250000 Penalty: 3425.898926
	Iteration 37Q: 3 clusters Score -3924292 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3924374.750000 Penalty: 3425.898926
	Iteration 38Q: 3 clusters Score -3924375 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3924491.500000 Penalty: 3425.898926
	Iteration 39Q: 3 clusters Score -3924492 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3924596.250000 Penalty: 3425.898926
	Iteration 40F: 3 clusters Score -3924596 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3924738.000000 Penalty: 3425.898926
	Iteration 41Q: 3 clusters Score -3924738 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3924887.250000 Penalty: 3425.898926
	Iteration 42Q: 3 clusters Score -3924887 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3925041.750000 Penalty: 3425.898926
	Iteration 43Q: 3 clusters Score -3925042 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3925208.000000 Penalty: 3425.898926
	Iteration 44Q: 3 clusters Score -3925208 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3925367.000000 Penalty: 3425.898926
	Iteration 45Q: 3 clusters Score -3925367 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3925546.250000 Penalty: 3425.898926
	Iteration 46Q: 3 clusters Score -3925546 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3925713.500000 Penalty: 3425.898926
	Iteration 47Q: 3 clusters Score -3925714 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3925875.750000 Penalty: 3425.898926
	Iteration 48Q: 3 clusters Score -3925876 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3926006.750000 Penalty: 3425.898926
	Iteration 49Q: 3 clusters Score -3926007 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3926149.750000 Penalty: 3425.898926
	Iteration 50Q: 3 clusters Score -3926150 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3926316.500000 Penalty: 3425.898926
	Iteration 51Q: 3 clusters Score -3926316 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3926463.750000 Penalty: 3425.898926
	Iteration 52Q: 3 clusters Score -3926464 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3926633.000000 Penalty: 3425.898926
	Iteration 53Q: 3 clusters Score -3926633 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3926769.000000 Penalty: 3425.898926
	Iteration 54Q: 3 clusters Score -3926769 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3926870.000000 Penalty: 3425.898926
	Iteration 55Q: 3 clusters Score -3926870 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3926946.250000 Penalty: 3425.898926
	Iteration 56Q: 3 clusters Score -3926946 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3927004.000000 Penalty: 3425.898926
	Iteration 57Q: 3 clusters Score -3927004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3927062.750000 Penalty: 3425.898926
	Iteration 58Q: 3 clusters Score -3927063 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3927108.250000 Penalty: 3425.898926
	Iteration 59Q: 3 clusters Score -3927108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3927157.250000 Penalty: 3425.898926
	Iteration 60F: 3 clusters Score -3927157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3927205.000000 Penalty: 3425.898926
	Iteration 61Q: 3 clusters Score -3927205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3927251.750000 Penalty: 3425.898926
	Iteration 62Q: 3 clusters Score -3927252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3927281.250000 Penalty: 3425.898926
	Iteration 63Q: 3 clusters Score -3927281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3927304.250000 Penalty: 3425.898926
	Iteration 64Q: 3 clusters Score -3927304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3927322.750000 Penalty: 3425.898926
	Iteration 65Q: 3 clusters Score -3927323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3927343.500000 Penalty: 3425.898926
	Iteration 66Q: 3 clusters Score -3927344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3927356.750000 Penalty: 3425.898926
	Iteration 67Q: 3 clusters Score -3927357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3927381.500000 Penalty: 3425.898926
	Iteration 68Q: 3 clusters Score -3927382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3927411.250000 Penalty: 3425.898926
	Iteration 69Q: 3 clusters Score -3927411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3927425.750000 Penalty: 3425.898926
	Iteration 70Q: 3 clusters Score -3927426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3927439.250000 Penalty: 3425.898926
	Iteration 71Q: 3 clusters Score -3927439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3927463.500000 Penalty: 3425.898926
	Iteration 72Q: 3 clusters Score -3927464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3927489.500000 Penalty: 3425.898926
	Iteration 73Q: 3 clusters Score -3927490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3927503.000000 Penalty: 3425.898926
	Iteration 74Q: 3 clusters Score -3927503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3927516.000000 Penalty: 3425.898926
	Iteration 75Q: 3 clusters Score -3927516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3927538.250000 Penalty: 3425.898926
	Iteration 76Q: 3 clusters Score -3927538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3927544.250000 Penalty: 3425.898926
	Iteration 77Q: 3 clusters Score -3927544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3927561.000000 Penalty: 3425.898926
	Iteration 78Q: 3 clusters Score -3927561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3927562.500000 Penalty: 3425.898926
	Iteration 79Q: 3 clusters Score -3927562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3927562.750000 Penalty: 3425.898926
	Iteration 80F: 3 clusters Score -3927563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3927571.750000 Penalty: 3425.898926
	Iteration 81Q: 3 clusters Score -3927572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3927582.500000 Penalty: 3425.898926
	Iteration 82Q: 3 clusters Score -3927582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3927579.000000 Penalty: 3425.898926
	Iteration 83Q: 3 clusters Score -3927579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3927582.750000 Penalty: 3425.898926
	Iteration 84Q: 3 clusters Score -3927583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3927586.500000 Penalty: 3425.898926
	Iteration 85Q: 3 clusters Score -3927586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3927592.500000 Penalty: 3425.898926
	Iteration 86Q: 3 clusters Score -3927592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3927591.750000 Penalty: 3425.898926
	Iteration 87Q: 3 clusters Score -3927592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3927594.250000 Penalty: 3425.898926
	Iteration 88Q: 3 clusters Score -3927594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3927590.000000 Penalty: 3425.898926
	Iteration 89Q: 3 clusters Score -3927590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3927593.250000 Penalty: 3425.898926
	Iteration 90Q: 3 clusters Score -3927593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3927593.250000 Penalty: 3425.898926
	Iteration 91F: 3 clusters Score -3927593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -741785.187500 Penalty: 1447.266846
	Iteration 0F: 2 clusters Score -741785.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -736324.500000 Penalty: 2894.533691
	Iteration 0F: 3 clusters Score -736324.5 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -738227.687500 Penalty: 2894.533691
	Iteration 1F: 3 clusters Score -738227.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -738578.000000 Penalty: 2894.533691
	Iteration 2F: 3 clusters Score -738578 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -738908.750000 Penalty: 2894.533691
	Iteration 3F: 3 clusters Score -738908.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -739232.500000 Penalty: 2894.533691
	Iteration 4F: 3 clusters Score -739232.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -739561.687500 Penalty: 2894.533691
	Iteration 5F: 3 clusters Score -739561.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -739858.000000 Penalty: 2894.533691
	Iteration 6F: 3 clusters Score -739858 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -740113.437500 Penalty: 2894.533691
	Iteration 7Q: 3 clusters Score -740113.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -740304.125000 Penalty: 2894.533691
	Iteration 8Q: 3 clusters Score -740304.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -740453.750000 Penalty: 2894.533691
	Iteration 9Q: 3 clusters Score -740453.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -740585.187500 Penalty: 2894.533691
	Iteration 10Q: 3 clusters Score -740585.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -740699.062500 Penalty: 2894.533691
	Iteration 11Q: 3 clusters Score -740699.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -740767.562500 Penalty: 2894.533691
	Iteration 12Q: 3 clusters Score -740767.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -740811.875000 Penalty: 2894.533691
	Iteration 13Q: 3 clusters Score -740811.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -740854.312500 Penalty: 2894.533691
	Iteration 14Q: 3 clusters Score -740854.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -740889.125000 Penalty: 2894.533691
	Iteration 15Q: 3 clusters Score -740889.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -740916.750000 Penalty: 2894.533691
	Iteration 16Q: 3 clusters Score -740916.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -740934.750000 Penalty: 2894.533691
	Iteration 17Q: 3 clusters Score -740934.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -740956.312500 Penalty: 2894.533691
	Iteration 18Q: 3 clusters Score -740956.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -740963.875000 Penalty: 2894.533691
	Iteration 19Q: 3 clusters Score -740963.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -740972.625000 Penalty: 2894.533691
	Iteration 20F: 3 clusters Score -740972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -740979.250000 Penalty: 2894.533691
	Iteration 21Q: 3 clusters Score -740979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -740983.437500 Penalty: 2894.533691
	Iteration 22Q: 3 clusters Score -740983.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -740987.562500 Penalty: 2894.533691
	Iteration 23Q: 3 clusters Score -740987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -740992.125000 Penalty: 2894.533691
	Iteration 24Q: 3 clusters Score -740992.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -740995.875000 Penalty: 2894.533691
	Iteration 25Q: 3 clusters Score -740995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -740997.125000 Penalty: 2894.533691
	Iteration 26Q: 3 clusters Score -740997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -740997.687500 Penalty: 2894.533691
	Iteration 27Q: 3 clusters Score -740997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -741000.000000 Penalty: 2894.533691
	Iteration 28Q: 3 clusters Score -741000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -741000.500000 Penalty: 2894.533691
	Iteration 29Q: 3 clusters Score -741000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -740999.500000 Penalty: 2894.533691
	Iteration 30Q: 3 clusters Score -740999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -741000.562500 Penalty: 2894.533691
	Iteration 31Q: 3 clusters Score -741000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -741002.062500 Penalty: 2894.533691
	Iteration 32Q: 3 clusters Score -741002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -741001.187500 Penalty: 2894.533691
	Iteration 33Q: 3 clusters Score -741001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -741002.250000 Penalty: 2894.533691
	Iteration 34Q: 3 clusters Score -741002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -741002.312500 Penalty: 2894.533691
	Iteration 35Q: 3 clusters Score -741002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -741002.312500 Penalty: 2894.533691
	Iteration 36F: 3 clusters Score -741002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -1152306.500000 Penalty: 1512.728638
	Iteration 0F: 2 clusters Score -1152306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1144510.125000 Penalty: 3025.457275
	Iteration 0F: 3 clusters Score -1144510 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1146990.750000 Penalty: 3025.457275
	Iteration 1F: 3 clusters Score -1146991 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1147235.750000 Penalty: 3025.457275
	Iteration 2F: 3 clusters Score -1147236 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1147419.250000 Penalty: 3025.457275
	Iteration 3Q: 3 clusters Score -1147419 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1147576.250000 Penalty: 3025.457275
	Iteration 4Q: 3 clusters Score -1147576 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1147766.125000 Penalty: 3025.457275
	Iteration 5Q: 3 clusters Score -1147766 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1148012.125000 Penalty: 3025.457275
	Iteration 6Q: 3 clusters Score -1148012 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1148328.250000 Penalty: 3025.457275
	Iteration 7Q: 3 clusters Score -1148328 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1148721.625000 Penalty: 3025.457275
	Iteration 8F: 3 clusters Score -1148722 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1149155.500000 Penalty: 3025.457275
	Iteration 9F: 3 clusters Score -1149156 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1149600.875000 Penalty: 3025.457275
	Iteration 10F: 3 clusters Score -1149601 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1150029.625000 Penalty: 3025.457275
	Iteration 11F: 3 clusters Score -1150030 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1150376.625000 Penalty: 3025.457275
	Iteration 12Q: 3 clusters Score -1150377 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1150648.125000 Penalty: 3025.457275
	Iteration 13Q: 3 clusters Score -1150648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1150845.375000 Penalty: 3025.457275
	Iteration 14Q: 3 clusters Score -1150845 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1150999.375000 Penalty: 3025.457275
	Iteration 15Q: 3 clusters Score -1150999 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1151104.250000 Penalty: 3025.457275
	Iteration 16Q: 3 clusters Score -1151104 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1151160.250000 Penalty: 3025.457275
	Iteration 17Q: 3 clusters Score -1151160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1151196.375000 Penalty: 3025.457275
	Iteration 18Q: 3 clusters Score -1151196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1151227.750000 Penalty: 3025.457275
	Iteration 19Q: 3 clusters Score -1151228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1151243.750000 Penalty: 3025.457275
	Iteration 20F: 3 clusters Score -1151244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1151253.000000 Penalty: 3025.457275
	Iteration 21Q: 3 clusters Score -1151253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1151263.250000 Penalty: 3025.457275
	Iteration 22Q: 3 clusters Score -1151263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1151266.125000 Penalty: 3025.457275
	Iteration 23Q: 3 clusters Score -1151266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1151269.625000 Penalty: 3025.457275
	Iteration 24Q: 3 clusters Score -1151270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1151271.375000 Penalty: 3025.457275
	Iteration 25Q: 3 clusters Score -1151271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1151276.875000 Penalty: 3025.457275
	Iteration 26Q: 3 clusters Score -1151277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1151275.000000 Penalty: 3025.457275
	Iteration 27Q: 3 clusters Score -1151275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1151275.750000 Penalty: 3025.457275
	Iteration 28Q: 3 clusters Score -1151276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1151277.875000 Penalty: 3025.457275
	Iteration 29Q: 3 clusters Score -1151278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1151280.500000 Penalty: 3025.457275
	Iteration 30Q: 3 clusters Score -1151280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1151282.250000 Penalty: 3025.457275
	Iteration 31Q: 3 clusters Score -1151282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1151284.375000 Penalty: 3025.457275
	Iteration 32Q: 3 clusters Score -1151284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1151284.375000 Penalty: 3025.457275
	Iteration 33F: 3 clusters Score -1151284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Entering Unmasked Estep 
Score: -3137542.750000 Penalty: 1690.421631
	Iteration 0F: 2 clusters Score -3137543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3115465.750000 Penalty: 3380.843262
	Iteration 0F: 3 clusters Score -3115466 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3124433.250000 Penalty: 3380.843262
	Iteration 1F: 3 clusters Score -3124433 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3125580.000000 Penalty: 3380.843262
	Iteration 2F: 3 clusters Score -3125580 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3126787.000000 Penalty: 3380.843262
	Iteration 3F: 3 clusters Score -3126787 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3127857.750000 Penalty: 3380.843262
	Iteration 4F: 3 clusters Score -3127858 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3128803.000000 Penalty: 3380.843262
	Iteration 5F: 3 clusters Score -3128803 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3129666.750000 Penalty: 3380.843262
	Iteration 6F: 3 clusters Score -3129667 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3130441.750000 Penalty: 3380.843262
	Iteration 7Q: 3 clusters Score -3130442 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3131234.250000 Penalty: 3380.843262
	Iteration 8Q: 3 clusters Score -3131234 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3132088.750000 Penalty: 3380.843262
	Iteration 9Q: 3 clusters Score -3132089 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3132898.500000 Penalty: 3380.843262
	Iteration 10Q: 3 clusters Score -3132898 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3133638.000000 Penalty: 3380.843262
	Iteration 11Q: 3 clusters Score -3133638 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3134275.750000 Penalty: 3380.843262
	Iteration 12Q: 3 clusters Score -3134276 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3134786.500000 Penalty: 3380.843262
	Iteration 13Q: 3 clusters Score -3134786 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3135190.500000 Penalty: 3380.843262
	Iteration 14Q: 3 clusters Score -3135190 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3135499.500000 Penalty: 3380.843262
	Iteration 15Q: 3 clusters Score -3135500 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3135742.000000 Penalty: 3380.843262
	Iteration 16Q: 3 clusters Score -3135742 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3135944.750000 Penalty: 3380.843262
	Iteration 17Q: 3 clusters Score -3135945 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3136118.500000 Penalty: 3380.843262
	Iteration 18Q: 3 clusters Score -3136118 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3136277.750000 Penalty: 3380.843262
	Iteration 19Q: 3 clusters Score -3136278 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3136372.250000 Penalty: 3380.843262
	Iteration 20F: 3 clusters Score -3136372 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3136442.250000 Penalty: 3380.843262
	Iteration 21Q: 3 clusters Score -3136442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3136507.750000 Penalty: 3380.843262
	Iteration 22Q: 3 clusters Score -3136508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3136553.000000 Penalty: 3380.843262
	Iteration 23Q: 3 clusters Score -3136553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3136578.750000 Penalty: 3380.843262
	Iteration 24Q: 3 clusters Score -3136579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3136600.000000 Penalty: 3380.843262
	Iteration 25Q: 3 clusters Score -3136600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3136619.500000 Penalty: 3380.843262
	Iteration 26Q: 3 clusters Score -3136620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -3136625.750000 Penalty: 3380.843262
	Iteration 27Q: 3 clusters Score -3136626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3136640.750000 Penalty: 3380.843262
	Iteration 28Q: 3 clusters Score -3136641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3136665.250000 Penalty: 3380.843262
	Iteration 29Q: 3 clusters Score -3136665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3136680.000000 Penalty: 3380.843262
	Iteration 30Q: 3 clusters Score -3136680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3136686.750000 Penalty: 3380.843262
	Iteration 31Q: 3 clusters Score -3136687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3136695.500000 Penalty: 3380.843262
	Iteration 32Q: 3 clusters Score -3136696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3136716.750000 Penalty: 3380.843262
	Iteration 33Q: 3 clusters Score -3136717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3136725.250000 Penalty: 3380.843262
	Iteration 34Q: 3 clusters Score -3136725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3136733.500000 Penalty: 3380.843262
	Iteration 35Q: 3 clusters Score -3136734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3136738.500000 Penalty: 3380.843262
	Iteration 36Q: 3 clusters Score -3136738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3136736.750000 Penalty: 3380.843262
	Iteration 37Q: 3 clusters Score -3136737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3136740.750000 Penalty: 3380.843262
	Iteration 38Q: 3 clusters Score -3136741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -3136738.500000 Penalty: 3380.843262
	Iteration 39Q: 3 clusters Score -3136738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3136738.250000 Penalty: 3380.843262
	Iteration 40F: 3 clusters Score -3136738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3136742.250000 Penalty: 3380.843262
	Iteration 41Q: 3 clusters Score -3136742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -3136746.750000 Penalty: 3380.843262
	Iteration 42Q: 3 clusters Score -3136747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3136746.250000 Penalty: 3380.843262
	Iteration 43Q: 3 clusters Score -3136746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3136746.250000 Penalty: 3380.843262
	Iteration 44F: 3 clusters Score -3136746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Entering Unmasked Estep 
Score: -1691430.875000 Penalty: 1582.284912
	Iteration 0F: 2 clusters Score -1691431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1679776.625000 Penalty: 3164.569824
	Iteration 0F: 3 clusters Score -1679777 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1684217.250000 Penalty: 3164.569824
	Iteration 1F: 3 clusters Score -1684217 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1685224.375000 Penalty: 3164.569824
	Iteration 2F: 3 clusters Score -1685224 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1686589.875000 Penalty: 3164.569824
	Iteration 3F: 3 clusters Score -1686590 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1688016.875000 Penalty: 3164.569824
	Iteration 4F: 3 clusters Score -1688017 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1689117.875000 Penalty: 3164.569824
	Iteration 5F: 3 clusters Score -1689118 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1689835.125000 Penalty: 3164.569824
	Iteration 6F: 3 clusters Score -1689835 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1690253.000000 Penalty: 3164.569824
	Iteration 7Q: 3 clusters Score -1690253 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1690483.750000 Penalty: 3164.569824
	Iteration 8Q: 3 clusters Score -1690484 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1690605.875000 Penalty: 3164.569824
	Iteration 9Q: 3 clusters Score -1690606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1690673.500000 Penalty: 3164.569824
	Iteration 10Q: 3 clusters Score -1690674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1690721.375000 Penalty: 3164.569824
	Iteration 11Q: 3 clusters Score -1690721 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1690756.500000 Penalty: 3164.569824
	Iteration 12Q: 3 clusters Score -1690756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1690783.750000 Penalty: 3164.569824
	Iteration 13Q: 3 clusters Score -1690784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1690799.625000 Penalty: 3164.569824
	Iteration 14Q: 3 clusters Score -1690800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1690807.750000 Penalty: 3164.569824
	Iteration 15Q: 3 clusters Score -1690808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1690816.625000 Penalty: 3164.569824
	Iteration 16Q: 3 clusters Score -1690817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1690819.375000 Penalty: 3164.569824
	Iteration 17Q: 3 clusters Score -1690819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1690824.500000 Penalty: 3164.569824
	Iteration 18Q: 3 clusters Score -1690824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1690826.000000 Penalty: 3164.569824
	Iteration 19Q: 3 clusters Score -1690826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1690835.000000 Penalty: 3164.569824
	Iteration 20F: 3 clusters Score -1690835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1690829.875000 Penalty: 3164.569824
	Iteration 21Q: 3 clusters Score -1690830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1690831.625000 Penalty: 3164.569824
	Iteration 22Q: 3 clusters Score -1690832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1690835.125000 Penalty: 3164.569824
	Iteration 23Q: 3 clusters Score -1690835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1690839.500000 Penalty: 3164.569824
	Iteration 24Q: 3 clusters Score -1690840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1690841.500000 Penalty: 3164.569824
	Iteration 25Q: 3 clusters Score -1690842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1690843.875000 Penalty: 3164.569824
	Iteration 26Q: 3 clusters Score -1690844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1690842.500000 Penalty: 3164.569824
	Iteration 27Q: 3 clusters Score -1690842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1690849.625000 Penalty: 3164.569824
	Iteration 28Q: 3 clusters Score -1690850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1690847.750000 Penalty: 3164.569824
	Iteration 29Q: 3 clusters Score -1690848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1690853.000000 Penalty: 3164.569824
	Iteration 30Q: 3 clusters Score -1690853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1690861.250000 Penalty: 3164.569824
	Iteration 31Q: 3 clusters Score -1690861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1690864.375000 Penalty: 3164.569824
	Iteration 32Q: 3 clusters Score -1690864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1690866.625000 Penalty: 3164.569824
	Iteration 33Q: 3 clusters Score -1690867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1690871.250000 Penalty: 3164.569824
	Iteration 34Q: 3 clusters Score -1690871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1690874.875000 Penalty: 3164.569824
	Iteration 35Q: 3 clusters Score -1690875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1690879.875000 Penalty: 3164.569824
	Iteration 36Q: 3 clusters Score -1690880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1690884.000000 Penalty: 3164.569824
	Iteration 37Q: 3 clusters Score -1690884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1690899.250000 Penalty: 3164.569824
	Iteration 38Q: 3 clusters Score -1690899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1690906.250000 Penalty: 3164.569824
	Iteration 39Q: 3 clusters Score -1690906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1690918.125000 Penalty: 3164.569824
	Iteration 40F: 3 clusters Score -1690918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1690927.250000 Penalty: 3164.569824
	Iteration 41Q: 3 clusters Score -1690927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1690939.750000 Penalty: 3164.569824
	Iteration 42Q: 3 clusters Score -1690940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1690953.250000 Penalty: 3164.569824
	Iteration 43Q: 3 clusters Score -1690953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1690966.500000 Penalty: 3164.569824
	Iteration 44Q: 3 clusters Score -1690966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1690981.250000 Penalty: 3164.569824
	Iteration 45Q: 3 clusters Score -1690981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1690996.375000 Penalty: 3164.569824
	Iteration 46Q: 3 clusters Score -1690996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1691012.250000 Penalty: 3164.569824
	Iteration 47Q: 3 clusters Score -1691012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1691021.375000 Penalty: 3164.569824
	Iteration 48Q: 3 clusters Score -1691021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1691034.875000 Penalty: 3164.569824
	Iteration 49Q: 3 clusters Score -1691035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1691047.250000 Penalty: 3164.569824
	Iteration 50Q: 3 clusters Score -1691047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1691059.750000 Penalty: 3164.569824
	Iteration 51Q: 3 clusters Score -1691060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1691066.875000 Penalty: 3164.569824
	Iteration 52Q: 3 clusters Score -1691067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1691076.250000 Penalty: 3164.569824
	Iteration 53Q: 3 clusters Score -1691076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1691081.750000 Penalty: 3164.569824
	Iteration 54Q: 3 clusters Score -1691082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1691089.375000 Penalty: 3164.569824
	Iteration 55Q: 3 clusters Score -1691089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1691097.000000 Penalty: 3164.569824
	Iteration 56Q: 3 clusters Score -1691097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1691097.000000 Penalty: 3164.569824
	Iteration 57Q: 3 clusters Score -1691097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1691099.625000 Penalty: 3164.569824
	Iteration 58Q: 3 clusters Score -1691100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1691102.000000 Penalty: 3164.569824
	Iteration 59Q: 3 clusters Score -1691102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1691104.625000 Penalty: 3164.569824
	Iteration 60F: 3 clusters Score -1691105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1691106.125000 Penalty: 3164.569824
	Iteration 61Q: 3 clusters Score -1691106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1691110.375000 Penalty: 3164.569824
	Iteration 62Q: 3 clusters Score -1691110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1691116.625000 Penalty: 3164.569824
	Iteration 63Q: 3 clusters Score -1691117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1691113.875000 Penalty: 3164.569824
	Iteration 64Q: 3 clusters Score -1691114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1691116.875000 Penalty: 3164.569824
	Iteration 65Q: 3 clusters Score -1691117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1691121.000000 Penalty: 3164.569824
	Iteration 66Q: 3 clusters Score -1691121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1691123.000000 Penalty: 3164.569824
	Iteration 67Q: 3 clusters Score -1691123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1691116.125000 Penalty: 3164.569824
	Iteration 68Q: 3 clusters Score -1691116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1691120.250000 Penalty: 3164.569824
	Iteration 69Q: 3 clusters Score -1691120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1691126.500000 Penalty: 3164.569824
	Iteration 70Q: 3 clusters Score -1691126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1691132.875000 Penalty: 3164.569824
	Iteration 71Q: 3 clusters Score -1691133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1691137.625000 Penalty: 3164.569824
	Iteration 72Q: 3 clusters Score -1691138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1691139.250000 Penalty: 3164.569824
	Iteration 73Q: 3 clusters Score -1691139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1691154.000000 Penalty: 3164.569824
	Iteration 74Q: 3 clusters Score -1691154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1691156.625000 Penalty: 3164.569824
	Iteration 75Q: 3 clusters Score -1691157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1691167.000000 Penalty: 3164.569824
	Iteration 76Q: 3 clusters Score -1691167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1691173.500000 Penalty: 3164.569824
	Iteration 77Q: 3 clusters Score -1691174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1691182.500000 Penalty: 3164.569824
	Iteration 78Q: 3 clusters Score -1691182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1691195.250000 Penalty: 3164.569824
	Iteration 79Q: 3 clusters Score -1691195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1691212.750000 Penalty: 3164.569824
	Iteration 80F: 3 clusters Score -1691213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1691225.125000 Penalty: 3164.569824
	Iteration 81Q: 3 clusters Score -1691225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1691226.625000 Penalty: 3164.569824
	Iteration 82Q: 3 clusters Score -1691227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1691232.375000 Penalty: 3164.569824
	Iteration 83Q: 3 clusters Score -1691232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1691246.125000 Penalty: 3164.569824
	Iteration 84Q: 3 clusters Score -1691246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1691248.250000 Penalty: 3164.569824
	Iteration 85Q: 3 clusters Score -1691248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1691251.625000 Penalty: 3164.569824
	Iteration 86Q: 3 clusters Score -1691252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1691260.875000 Penalty: 3164.569824
	Iteration 87Q: 3 clusters Score -1691261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1691259.000000 Penalty: 3164.569824
	Iteration 88Q: 3 clusters Score -1691259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1691259.000000 Penalty: 3164.569824
	Iteration 89Q: 3 clusters Score -1691259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1691255.625000 Penalty: 3164.569824
	Iteration 90Q: 3 clusters Score -1691256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1691261.875000 Penalty: 3164.569824
	Iteration 91Q: 3 clusters Score -1691262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1691263.375000 Penalty: 3164.569824
	Iteration 92Q: 3 clusters Score -1691263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1691263.125000 Penalty: 3164.569824
	Iteration 93Q: 3 clusters Score -1691263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1691265.500000 Penalty: 3164.569824
	Iteration 94Q: 3 clusters Score -1691266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1691261.250000 Penalty: 3164.569824
	Iteration 95Q: 3 clusters Score -1691261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1691267.625000 Penalty: 3164.569824
	Iteration 96Q: 3 clusters Score -1691268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1691273.500000 Penalty: 3164.569824
	Iteration 97Q: 3 clusters Score -1691274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1691270.875000 Penalty: 3164.569824
	Iteration 98Q: 3 clusters Score -1691271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1691273.375000 Penalty: 3164.569824
	Iteration 99Q: 3 clusters Score -1691273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1691274.625000 Penalty: 3164.569824
	Iteration 100F: 3 clusters Score -1691275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1691275.500000 Penalty: 3164.569824
	Iteration 101Q: 3 clusters Score -1691276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1691275.250000 Penalty: 3164.569824
	Iteration 102Q: 3 clusters Score -1691275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1691275.250000 Penalty: 3164.569824
	Iteration 103F: 3 clusters Score -1691275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Entering Unmasked Estep 
Score: -2135679.750000 Penalty: 1611.744141
	Iteration 0F: 2 clusters Score -2135680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2121800.500000 Penalty: 3223.488281
	Iteration 0F: 3 clusters Score -2121800 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2126749.000000 Penalty: 3223.488281
	Iteration 1F: 3 clusters Score -2126749 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2127060.250000 Penalty: 3223.488281
	Iteration 2Q: 3 clusters Score -2127060 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2127412.500000 Penalty: 3223.488281
	Iteration 3Q: 3 clusters Score -2127412 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2127865.000000 Penalty: 3223.488281
	Iteration 4Q: 3 clusters Score -2127865 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2128456.500000 Penalty: 3223.488281
	Iteration 5Q: 3 clusters Score -2128456 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2129116.750000 Penalty: 3223.488281
	Iteration 6Q: 3 clusters Score -2129117 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2129842.250000 Penalty: 3223.488281
	Iteration 7F: 3 clusters Score -2129842 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2130597.750000 Penalty: 3223.488281
	Iteration 8F: 3 clusters Score -2130598 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2131286.750000 Penalty: 3223.488281
	Iteration 9F: 3 clusters Score -2131287 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2131818.750000 Penalty: 3223.488281
	Iteration 10Q: 3 clusters Score -2131819 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2132221.000000 Penalty: 3223.488281
	Iteration 11Q: 3 clusters Score -2132221 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2132459.750000 Penalty: 3223.488281
	Iteration 12Q: 3 clusters Score -2132460 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2132580.500000 Penalty: 3223.488281
	Iteration 13Q: 3 clusters Score -2132580 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2132653 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2132694.500000 Penalty: 3223.488281
	Iteration 15Q: 3 clusters Score -2132694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2132741.000000 Penalty: 3223.488281
	Iteration 16Q: 3 clusters Score -2132741 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2132780 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2132834.500000 Penalty: 3223.488281
	Iteration 18Q: 3 clusters Score -2132834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2132878 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2132929.750000 Penalty: 3223.488281
	Iteration 20F: 3 clusters Score -2132930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2132978.250000 Penalty: 3223.488281
	Iteration 21Q: 3 clusters Score -2132978 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2133032.000000 Penalty: 3223.488281
	Iteration 22Q: 3 clusters Score -2133032 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2133065.750000 Penalty: 3223.488281
	Iteration 23Q: 3 clusters Score -2133066 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2133108.750000 Penalty: 3223.488281
	Iteration 24Q: 3 clusters Score -2133109 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2133144.750000 Penalty: 3223.488281
	Iteration 25Q: 3 clusters Score -2133145 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2133173.250000 Penalty: 3223.488281
	Iteration 26Q: 3 clusters Score -2133173 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2133194.500000 Penalty: 3223.488281
	Iteration 27Q: 3 clusters Score -2133194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2133202.000000 Penalty: 3223.488281
	Iteration 28Q: 3 clusters Score -2133202 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2133222.500000 Penalty: 3223.488281
	Iteration 29Q: 3 clusters Score -2133222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2133233.500000 Penalty: 3223.488281
	Iteration 30Q: 3 clusters Score -2133234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2133245.750000 Penalty: 3223.488281
	Iteration 31Q: 3 clusters Score -2133246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2133246.250000 Penalty: 3223.488281
	Iteration 32Q: 3 clusters Score -2133246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2133251.250000 Penalty: 3223.488281
	Iteration 33Q: 3 clusters Score -2133251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2133251.750000 Penalty: 3223.488281
	Iteration 34Q: 3 clusters Score -2133252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2133257.750000 Penalty: 3223.488281
	Iteration 35Q: 3 clusters Score -2133258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2133258.750000 Penalty: 3223.488281
	Iteration 36Q: 3 clusters Score -2133259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2133262.000000 Penalty: 3223.488281
	Iteration 37Q: 3 clusters Score -2133262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2133267.500000 Penalty: 3223.488281
	Iteration 38Q: 3 clusters Score -2133268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2133265.250000 Penalty: 3223.488281
	Iteration 39Q: 3 clusters Score -2133265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2133270.250000 Penalty: 3223.488281
	Iteration 40F: 3 clusters Score -2133270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2133267.250000 Penalty: 3223.488281
	Iteration 41Q: 3 clusters Score -2133267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2133268.750000 Penalty: 3223.488281
	Iteration 42Q: 3 clusters Score -2133269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2133273.750000 Penalty: 3223.488281
	Iteration 43Q: 3 clusters Score -2133274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2133273.250000 Penalty: 3223.488281
	Iteration 44Q: 3 clusters Score -2133273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2133271.000000 Penalty: 3223.488281
	Iteration 45Q: 3 clusters Score -2133271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2133276.000000 Penalty: 3223.488281
	Iteration 46Q: 3 clusters Score -2133276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2133278.750000 Penalty: 3223.488281
	Iteration 47Q: 3 clusters Score -2133279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2133277.750000 Penalty: 3223.488281
	Iteration 48Q: 3 clusters Score -2133278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2133278.000000 Penalty: 3223.488281
	Iteration 49Q: 3 clusters Score -2133278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2133278.000000 Penalty: 3223.488281
	Iteration 50Q: 3 clusters Score -2133278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2133281.250000 Penalty: 3223.488281
	Iteration 51Q: 3 clusters Score -2133281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2133279.750000 Penalty: 3223.488281
	Iteration 52Q: 3 clusters Score -2133280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2133277.000000 Penalty: 3223.488281
	Iteration 53Q: 3 clusters Score -2133277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2133279.750000 Penalty: 3223.488281
	Iteration 54Q: 3 clusters Score -2133280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2133277.750000 Penalty: 3223.488281
	Iteration 55Q: 3 clusters Score -2133278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2133281.000000 Penalty: 3223.488281
	Iteration 56Q: 3 clusters Score -2133281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2133279.500000 Penalty: 3223.488281
	Iteration 57Q: 3 clusters Score -2133280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2133280.750000 Penalty: 3223.488281
	Iteration 58Q: 3 clusters Score -2133281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2133278.750000 Penalty: 3223.488281
	Iteration 59Q: 3 clusters Score -2133279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2133277.250000 Penalty: 3223.488281
	Iteration 60F: 3 clusters Score -2133277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2133281.250000 Penalty: 3223.488281
	Iteration 61Q: 3 clusters Score -2133281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2133278.250000 Penalty: 3223.488281
	Iteration 62Q: 3 clusters Score -2133278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2133275.500000 Penalty: 3223.488281
	Iteration 63Q: 3 clusters Score -2133276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2133280.000000 Penalty: 3223.488281
	Iteration 64Q: 3 clusters Score -2133280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2133279.250000 Penalty: 3223.488281
	Iteration 65Q: 3 clusters Score -2133279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2133281.500000 Penalty: 3223.488281
	Iteration 66Q: 3 clusters Score -2133282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2133285.250000 Penalty: 3223.488281
	Iteration 67Q: 3 clusters Score -2133285 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2133282.500000 Penalty: 3223.488281
	Iteration 68Q: 3 clusters Score -2133282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2133286.250000 Penalty: 3223.488281
	Iteration 69Q: 3 clusters Score -2133286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2133288.500000 Penalty: 3223.488281
	Iteration 70Q: 3 clusters Score -2133288 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2133288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2133291.500000 Penalty: 3223.488281
	Iteration 72Q: 3 clusters Score -2133292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2133297.750000 Penalty: 3223.488281
	Iteration 73Q: 3 clusters Score -2133298 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2133301.750000 Penalty: 3223.488281
	Iteration 74Q: 3 clusters Score -2133302 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2133293.750000 Penalty: 3223.488281
	Iteration 75Q: 3 clusters Score -2133294 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2133300.500000 Penalty: 3223.488281
	Iteration 76Q: 3 clusters Score -2133300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2133299.000000 Penalty: 3223.488281
	Iteration 77Q: 3 clusters Score -2133299 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10250 members 
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Entering Unmasked Estep 
Score: -2133303.500000 Penalty: 3223.488281
	Iteration 78Q: 3 clusters Score -2133304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2133306.000000 Penalty: 3223.488281
	Iteration 79Q: 3 clusters Score -2133306 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2133303.000000 Penalty: 3223.488281
	Iteration 80F: 3 clusters Score -2133303 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10300 members 
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Entering Unmasked Estep 
Score: -2133304.250000 Penalty: 3223.488281
	Iteration 81Q: 3 clusters Score -2133304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2133309.750000 Penalty: 3223.488281
	Iteration 82Q: 3 clusters Score -2133310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2133308.750000 Penalty: 3223.488281
	Iteration 83Q: 3 clusters Score -2133309 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2133309.750000 Penalty: 3223.488281
	Iteration 84Q: 3 clusters Score -2133310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2133311.250000 Penalty: 3223.488281
	Iteration 85Q: 3 clusters Score -2133311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2133313.250000 Penalty: 3223.488281
	Iteration 86Q: 3 clusters Score -2133313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2133307.500000 Penalty: 3223.488281
	Iteration 87Q: 3 clusters Score -2133308 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2133313.000000 Penalty: 3223.488281
	Iteration 88Q: 3 clusters Score -2133313 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2133315.000000 Penalty: 3223.488281
	Iteration 89Q: 3 clusters Score -2133315 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2133316 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2133317.500000 Penalty: 3223.488281
	Iteration 91Q: 3 clusters Score -2133318 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2133319 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2133320 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2133317.750000 Penalty: 3223.488281
	Iteration 94Q: 3 clusters Score -2133318 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10526 members 
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Entering Unmasked Estep 
Score: -2133323.000000 Penalty: 3223.488281
	Iteration 95Q: 3 clusters Score -2133323 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2133322.750000 Penalty: 3223.488281
	Iteration 96Q: 3 clusters Score -2133323 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2133328 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2133324.250000 Penalty: 3223.488281
	Iteration 98Q: 3 clusters Score -2133324 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2133328 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2133327.250000 Penalty: 3223.488281
	Iteration 100F: 3 clusters Score -2133327 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10596 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2133326 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2133329.250000 Penalty: 3223.488281
	Iteration 102Q: 3 clusters Score -2133329 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2133325.250000 Penalty: 3223.488281
	Iteration 103Q: 3 clusters Score -2133325 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2133328 nChanged 9
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Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2133326 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2133324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2133327.500000 Penalty: 3223.488281
	Iteration 107Q: 3 clusters Score -2133328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2133334.250000 Penalty: 3223.488281
	Iteration 108Q: 3 clusters Score -2133334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2133333.250000 Penalty: 3223.488281
	Iteration 109Q: 3 clusters Score -2133333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2133336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2133333.500000 Penalty: 3223.488281
	Iteration 111Q: 3 clusters Score -2133334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2133334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2133336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2133339.750000 Penalty: 3223.488281
	Iteration 114Q: 3 clusters Score -2133340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2133333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2133340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2133346.500000 Penalty: 3223.488281
	Iteration 117Q: 3 clusters Score -2133346 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2133346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2133343.750000 Penalty: 3223.488281
	Iteration 119Q: 3 clusters Score -2133344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2133350.500000 Penalty: 3223.488281
	Iteration 120F: 3 clusters Score -2133350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2133349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2133350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2133352.250000 Penalty: 3223.488281
	Iteration 123Q: 3 clusters Score -2133352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2133360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2133363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2133361.500000 Penalty: 3223.488281
	Iteration 126Q: 3 clusters Score -2133362 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2133368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2133369.750000 Penalty: 3223.488281
	Iteration 128Q: 3 clusters Score -2133370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2133374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2133377 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2133378.000000 Penalty: 3223.488281
	Iteration 131Q: 3 clusters Score -2133378 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2133378 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2133386.000000 Penalty: 3223.488281
	Iteration 133Q: 3 clusters Score -2133386 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2133394 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2133394 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2133392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2133401 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2133405.000000 Penalty: 3223.488281
	Iteration 138Q: 3 clusters Score -2133405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2133402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2133413.750000 Penalty: 3223.488281
	Iteration 140F: 3 clusters Score -2133414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2133418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2133417 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2133432.000000 Penalty: 3223.488281
	Iteration 143Q: 3 clusters Score -2133432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2133440.500000 Penalty: 3223.488281
	Iteration 144Q: 3 clusters Score -2133440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2133448 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2133466.000000 Penalty: 3223.488281
	Iteration 146Q: 3 clusters Score -2133466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2133476 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2133477 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2133488.000000 Penalty: 3223.488281
	Iteration 149Q: 3 clusters Score -2133488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2133505.000000 Penalty: 3223.488281
	Iteration 150Q: 3 clusters Score -2133505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2133512.750000 Penalty: 3223.488281
	Iteration 151Q: 3 clusters Score -2133513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2133516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2133528.250000 Penalty: 3223.488281
	Iteration 153Q: 3 clusters Score -2133528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2133532.000000 Penalty: 3223.488281
	Iteration 154Q: 3 clusters Score -2133532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
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Entering Unmasked Estep 
Score: -2133542.000000 Penalty: 3223.488281
	Iteration 155Q: 3 clusters Score -2133542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2133558.000000 Penalty: 3223.488281
	Iteration 156Q: 3 clusters Score -2133558 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2133566 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7498 members 
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	Iteration 158Q: 3 clusters Score -2133577 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 7420 members 
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	Iteration 159Q: 3 clusters Score -2133588 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2133602.750000 Penalty: 3223.488281
	Iteration 160F: 3 clusters Score -2133603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2133610.000000 Penalty: 3223.488281
	Iteration 161Q: 3 clusters Score -2133610 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2133623.000000 Penalty: 3223.488281
	Iteration 162Q: 3 clusters Score -2133623 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2133620.500000 Penalty: 3223.488281
	Iteration 163Q: 3 clusters Score -2133620 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2133628 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13243 members 
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Entering Unmasked Estep 
Score: -2133630.500000 Penalty: 3223.488281
	Iteration 165Q: 3 clusters Score -2133630 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13290 members 
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Entering Unmasked Estep 
Score: -2133632.500000 Penalty: 3223.488281
	Iteration 166Q: 3 clusters Score -2133632 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2133636 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6906 members 
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	Iteration 168Q: 3 clusters Score -2133650 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 6845 members 
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Score: -2133654.500000 Penalty: 3223.488281
	Iteration 169Q: 3 clusters Score -2133654 nChanged 49
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Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2133661.000000 Penalty: 3223.488281
	Iteration 170Q: 3 clusters Score -2133661 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6737 members 
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Score: -2133680.500000 Penalty: 3223.488281
	Iteration 171Q: 3 clusters Score -2133680 nChanged 77
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Mstep: Class 1 contains 13641 members 
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Score: -2133682.500000 Penalty: 3223.488281
	Iteration 172Q: 3 clusters Score -2133682 nChanged 73
Entering Unmasked Mstep 
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Score: -2133691.500000 Penalty: 3223.488281
	Iteration 173Q: 3 clusters Score -2133692 nChanged 73
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Mstep: Class 1 contains 13785 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2133693 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2133704.250000 Penalty: 3223.488281
	Iteration 175Q: 3 clusters Score -2133704 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13886 members 
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Entering Unmasked Estep 
Score: -2133709.250000 Penalty: 3223.488281
	Iteration 176Q: 3 clusters Score -2133709 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2133717.250000 Penalty: 3223.488281
	Iteration 177Q: 3 clusters Score -2133717 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 6331 members 
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Score: -2133718.750000 Penalty: 3223.488281
	Iteration 178Q: 3 clusters Score -2133719 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2133724.000000 Penalty: 3223.488281
	Iteration 179Q: 3 clusters Score -2133724 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2133728.750000 Penalty: 3223.488281
	Iteration 180F: 3 clusters Score -2133729 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2133734.500000 Penalty: 3223.488281
	Iteration 181Q: 3 clusters Score -2133734 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2133738.500000 Penalty: 3223.488281
	Iteration 182Q: 3 clusters Score -2133738 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2133749.750000 Penalty: 3223.488281
	Iteration 183Q: 3 clusters Score -2133750 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6029 members 
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	Iteration 184Q: 3 clusters Score -2133755 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2133754 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2133767.000000 Penalty: 3223.488281
	Iteration 186Q: 3 clusters Score -2133767 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2133768 nChanged 59
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Entering Unmasked Estep 
Score: -2133783.750000 Penalty: 3223.488281
	Iteration 188Q: 3 clusters Score -2133784 nChanged 72
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Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2133797.000000 Penalty: 3223.488281
	Iteration 189Q: 3 clusters Score -2133797 nChanged 73
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Mstep: Class 1 contains 14640 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2133805 nChanged 67
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Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2133816.750000 Penalty: 3223.488281
	Iteration 191Q: 3 clusters Score -2133817 nChanged 63
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Mstep: Class 1 contains 14770 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2133831 nChanged 76
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Entering Unmasked Estep 
Score: -2133837.750000 Penalty: 3223.488281
	Iteration 193Q: 3 clusters Score -2133838 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2133851.000000 Penalty: 3223.488281
	Iteration 194Q: 3 clusters Score -2133851 nChanged 70
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Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2133861.750000 Penalty: 3223.488281
	Iteration 195Q: 3 clusters Score -2133862 nChanged 70
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Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2133866.000000 Penalty: 3223.488281
	Iteration 196Q: 3 clusters Score -2133866 nChanged 77
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Entering Unmasked Estep 
Score: -2133879.500000 Penalty: 3223.488281
	Iteration 197Q: 3 clusters Score -2133880 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2133893.250000 Penalty: 3223.488281
	Iteration 198Q: 3 clusters Score -2133893 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2133903.000000 Penalty: 3223.488281
	Iteration 199Q: 3 clusters Score -2133903 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2133920.750000 Penalty: 3223.488281
	Iteration 200F: 3 clusters Score -2133921 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2133932.000000 Penalty: 3223.488281
	Iteration 201Q: 3 clusters Score -2133932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2133940.750000 Penalty: 3223.488281
	Iteration 202Q: 3 clusters Score -2133941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2133953.500000 Penalty: 3223.488281
	Iteration 203Q: 3 clusters Score -2133954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2133961.500000 Penalty: 3223.488281
	Iteration 204Q: 3 clusters Score -2133962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2133976.500000 Penalty: 3223.488281
	Iteration 205Q: 3 clusters Score -2133976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2133989.750000 Penalty: 3223.488281
	Iteration 206Q: 3 clusters Score -2133990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2134001.250000 Penalty: 3223.488281
	Iteration 207Q: 3 clusters Score -2134001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2134023.000000 Penalty: 3223.488281
	Iteration 208Q: 3 clusters Score -2134023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2134035.750000 Penalty: 3223.488281
	Iteration 209Q: 3 clusters Score -2134036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2134038.250000 Penalty: 3223.488281
	Iteration 210Q: 3 clusters Score -2134038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2134048.250000 Penalty: 3223.488281
	Iteration 211Q: 3 clusters Score -2134048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2134062.250000 Penalty: 3223.488281
	Iteration 212Q: 3 clusters Score -2134062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2134058.250000 Penalty: 3223.488281
	Iteration 213Q: 3 clusters Score -2134058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2134065.000000 Penalty: 3223.488281
	Iteration 214Q: 3 clusters Score -2134065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2134069.500000 Penalty: 3223.488281
	Iteration 215Q: 3 clusters Score -2134070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2134073.000000 Penalty: 3223.488281
	Iteration 216Q: 3 clusters Score -2134073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2134079.000000 Penalty: 3223.488281
	Iteration 217Q: 3 clusters Score -2134079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2134084.000000 Penalty: 3223.488281
	Iteration 218Q: 3 clusters Score -2134084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2134090.000000 Penalty: 3223.488281
	Iteration 219Q: 3 clusters Score -2134090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2134096.750000 Penalty: 3223.488281
	Iteration 220F: 3 clusters Score -2134097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2134099.500000 Penalty: 3223.488281
	Iteration 221Q: 3 clusters Score -2134100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2134101.250000 Penalty: 3223.488281
	Iteration 222Q: 3 clusters Score -2134101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2134105.250000 Penalty: 3223.488281
	Iteration 223Q: 3 clusters Score -2134105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2134105.500000 Penalty: 3223.488281
	Iteration 224Q: 3 clusters Score -2134106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2134105.250000 Penalty: 3223.488281
	Iteration 225Q: 3 clusters Score -2134105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2134110.750000 Penalty: 3223.488281
	Iteration 226Q: 3 clusters Score -2134111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2134117.500000 Penalty: 3223.488281
	Iteration 227Q: 3 clusters Score -2134118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2134124.250000 Penalty: 3223.488281
	Iteration 228Q: 3 clusters Score -2134124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2134127.250000 Penalty: 3223.488281
	Iteration 229Q: 3 clusters Score -2134127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2134130.250000 Penalty: 3223.488281
	Iteration 230Q: 3 clusters Score -2134130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2134137.750000 Penalty: 3223.488281
	Iteration 231Q: 3 clusters Score -2134138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2134145.750000 Penalty: 3223.488281
	Iteration 232Q: 3 clusters Score -2134146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2134156.750000 Penalty: 3223.488281
	Iteration 233Q: 3 clusters Score -2134157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2134166.750000 Penalty: 3223.488281
	Iteration 234Q: 3 clusters Score -2134167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2134170.500000 Penalty: 3223.488281
	Iteration 235Q: 3 clusters Score -2134170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2134173.250000 Penalty: 3223.488281
	Iteration 236Q: 3 clusters Score -2134173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2134179.000000 Penalty: 3223.488281
	Iteration 237Q: 3 clusters Score -2134179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2134187.750000 Penalty: 3223.488281
	Iteration 238Q: 3 clusters Score -2134188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2134192.500000 Penalty: 3223.488281
	Iteration 239Q: 3 clusters Score -2134192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2134192.000000 Penalty: 3223.488281
	Iteration 240F: 3 clusters Score -2134192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2134198.000000 Penalty: 3223.488281
	Iteration 241Q: 3 clusters Score -2134198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2134199.500000 Penalty: 3223.488281
	Iteration 242Q: 3 clusters Score -2134200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2134199.250000 Penalty: 3223.488281
	Iteration 243Q: 3 clusters Score -2134199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2134205.250000 Penalty: 3223.488281
	Iteration 244Q: 3 clusters Score -2134205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2134213.000000 Penalty: 3223.488281
	Iteration 245Q: 3 clusters Score -2134213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2134222.250000 Penalty: 3223.488281
	Iteration 246Q: 3 clusters Score -2134222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2134232.500000 Penalty: 3223.488281
	Iteration 247Q: 3 clusters Score -2134232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2134242.250000 Penalty: 3223.488281
	Iteration 248Q: 3 clusters Score -2134242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2134239.750000 Penalty: 3223.488281
	Iteration 249Q: 3 clusters Score -2134240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2134248.750000 Penalty: 3223.488281
	Iteration 250Q: 3 clusters Score -2134249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2134250.250000 Penalty: 3223.488281
	Iteration 251Q: 3 clusters Score -2134250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2134251.250000 Penalty: 3223.488281
	Iteration 252Q: 3 clusters Score -2134251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2134258.500000 Penalty: 3223.488281
	Iteration 253Q: 3 clusters Score -2134258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2134256.250000 Penalty: 3223.488281
	Iteration 254Q: 3 clusters Score -2134256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2134259.750000 Penalty: 3223.488281
	Iteration 255Q: 3 clusters Score -2134260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2134265.000000 Penalty: 3223.488281
	Iteration 256Q: 3 clusters Score -2134265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2134271.000000 Penalty: 3223.488281
	Iteration 257Q: 3 clusters Score -2134271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2134275.500000 Penalty: 3223.488281
	Iteration 258Q: 3 clusters Score -2134276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2134278.750000 Penalty: 3223.488281
	Iteration 259Q: 3 clusters Score -2134279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2134285.750000 Penalty: 3223.488281
	Iteration 260F: 3 clusters Score -2134286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2134288.250000 Penalty: 3223.488281
	Iteration 261Q: 3 clusters Score -2134288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2134291.750000 Penalty: 3223.488281
	Iteration 262Q: 3 clusters Score -2134292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2134298.000000 Penalty: 3223.488281
	Iteration 263Q: 3 clusters Score -2134298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2134296.750000 Penalty: 3223.488281
	Iteration 264Q: 3 clusters Score -2134297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2134298.250000 Penalty: 3223.488281
	Iteration 265Q: 3 clusters Score -2134298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2134302.500000 Penalty: 3223.488281
	Iteration 266Q: 3 clusters Score -2134302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2134304.250000 Penalty: 3223.488281
	Iteration 267Q: 3 clusters Score -2134304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2134304.500000 Penalty: 3223.488281
	Iteration 268Q: 3 clusters Score -2134304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2134305.000000 Penalty: 3223.488281
	Iteration 269Q: 3 clusters Score -2134305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2134305.500000 Penalty: 3223.488281
	Iteration 270Q: 3 clusters Score -2134306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2134307.000000 Penalty: 3223.488281
	Iteration 271Q: 3 clusters Score -2134307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2134305.250000 Penalty: 3223.488281
	Iteration 272Q: 3 clusters Score -2134305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2134312.750000 Penalty: 3223.488281
	Iteration 273Q: 3 clusters Score -2134313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2134308.500000 Penalty: 3223.488281
	Iteration 274Q: 3 clusters Score -2134308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2134311.250000 Penalty: 3223.488281
	Iteration 275Q: 3 clusters Score -2134311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2134315.250000 Penalty: 3223.488281
	Iteration 276Q: 3 clusters Score -2134315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2134321.500000 Penalty: 3223.488281
	Iteration 277Q: 3 clusters Score -2134322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2134322.500000 Penalty: 3223.488281
	Iteration 278Q: 3 clusters Score -2134322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2134324.750000 Penalty: 3223.488281
	Iteration 279Q: 3 clusters Score -2134325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2134327.250000 Penalty: 3223.488281
	Iteration 280F: 3 clusters Score -2134327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2134325.500000 Penalty: 3223.488281
	Iteration 281Q: 3 clusters Score -2134326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2134324.750000 Penalty: 3223.488281
	Iteration 282Q: 3 clusters Score -2134325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2134322.500000 Penalty: 3223.488281
	Iteration 283Q: 3 clusters Score -2134322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2134326.750000 Penalty: 3223.488281
	Iteration 284Q: 3 clusters Score -2134327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2134326.250000 Penalty: 3223.488281
	Iteration 285Q: 3 clusters Score -2134326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2134324.500000 Penalty: 3223.488281
	Iteration 286Q: 3 clusters Score -2134324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2134325.750000 Penalty: 3223.488281
	Iteration 287Q: 3 clusters Score -2134326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2134325.000000 Penalty: 3223.488281
	Iteration 288Q: 3 clusters Score -2134325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2134329.500000 Penalty: 3223.488281
	Iteration 289Q: 3 clusters Score -2134330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2134330.250000 Penalty: 3223.488281
	Iteration 290Q: 3 clusters Score -2134330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2134333.250000 Penalty: 3223.488281
	Iteration 291Q: 3 clusters Score -2134333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2134334.500000 Penalty: 3223.488281
	Iteration 292Q: 3 clusters Score -2134334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2134335.750000 Penalty: 3223.488281
	Iteration 293Q: 3 clusters Score -2134336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2134336.750000 Penalty: 3223.488281
	Iteration 294Q: 3 clusters Score -2134337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2134340.250000 Penalty: 3223.488281
	Iteration 295Q: 3 clusters Score -2134340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2134346.250000 Penalty: 3223.488281
	Iteration 296Q: 3 clusters Score -2134346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2134344.750000 Penalty: 3223.488281
	Iteration 297Q: 3 clusters Score -2134345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2134351.750000 Penalty: 3223.488281
	Iteration 298Q: 3 clusters Score -2134352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2134346.250000 Penalty: 3223.488281
	Iteration 299Q: 3 clusters Score -2134346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2134351.250000 Penalty: 3223.488281
	Iteration 300F: 3 clusters Score -2134351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2134352.750000 Penalty: 3223.488281
	Iteration 301Q: 3 clusters Score -2134353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2134349.250000 Penalty: 3223.488281
	Iteration 302Q: 3 clusters Score -2134349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2134351.750000 Penalty: 3223.488281
	Iteration 303Q: 3 clusters Score -2134352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2134354.000000 Penalty: 3223.488281
	Iteration 304Q: 3 clusters Score -2134354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2134356.750000 Penalty: 3223.488281
	Iteration 305Q: 3 clusters Score -2134357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2134358.000000 Penalty: 3223.488281
	Iteration 306Q: 3 clusters Score -2134358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2134368.500000 Penalty: 3223.488281
	Iteration 307Q: 3 clusters Score -2134368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2134372.500000 Penalty: 3223.488281
	Iteration 308Q: 3 clusters Score -2134372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2134380.500000 Penalty: 3223.488281
	Iteration 309Q: 3 clusters Score -2134380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2134381.750000 Penalty: 3223.488281
	Iteration 310Q: 3 clusters Score -2134382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2134387.500000 Penalty: 3223.488281
	Iteration 311Q: 3 clusters Score -2134388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2134387.250000 Penalty: 3223.488281
	Iteration 312Q: 3 clusters Score -2134387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2134389.500000 Penalty: 3223.488281
	Iteration 313Q: 3 clusters Score -2134390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2134402.500000 Penalty: 3223.488281
	Iteration 314Q: 3 clusters Score -2134402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2134405.000000 Penalty: 3223.488281
	Iteration 315Q: 3 clusters Score -2134405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2134407.000000 Penalty: 3223.488281
	Iteration 316Q: 3 clusters Score -2134407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2134411.000000 Penalty: 3223.488281
	Iteration 317Q: 3 clusters Score -2134411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2134415.500000 Penalty: 3223.488281
	Iteration 318Q: 3 clusters Score -2134416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2134418.250000 Penalty: 3223.488281
	Iteration 319Q: 3 clusters Score -2134418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2134418.750000 Penalty: 3223.488281
	Iteration 320F: 3 clusters Score -2134419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2134426.500000 Penalty: 3223.488281
	Iteration 321Q: 3 clusters Score -2134426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2134426.750000 Penalty: 3223.488281
	Iteration 322Q: 3 clusters Score -2134427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2134432.250000 Penalty: 3223.488281
	Iteration 323Q: 3 clusters Score -2134432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2134434.250000 Penalty: 3223.488281
	Iteration 324Q: 3 clusters Score -2134434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2134436.750000 Penalty: 3223.488281
	Iteration 325Q: 3 clusters Score -2134437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2134438.250000 Penalty: 3223.488281
	Iteration 326Q: 3 clusters Score -2134438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2134436.500000 Penalty: 3223.488281
	Iteration 327Q: 3 clusters Score -2134436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2134436.500000 Penalty: 3223.488281
	Iteration 328F: 3 clusters Score -2134436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -108930.476562 Penalty: 1166.761353
	Iteration 0F: 2 clusters Score -108930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107350.867188 Penalty: 2333.522705
	Iteration 0F: 3 clusters Score -107350.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107920.234375 Penalty: 2333.522705
	Iteration 1F: 3 clusters Score -107920.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108224.367188 Penalty: 2333.522705
	Iteration 2F: 3 clusters Score -108224.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108408.281250 Penalty: 2333.522705
	Iteration 3F: 3 clusters Score -108408.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -108517.546875 Penalty: 2333.522705
	Iteration 4Q: 3 clusters Score -108517.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -108593.640625 Penalty: 2333.522705
	Iteration 5Q: 3 clusters Score -108593.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108655.578125 Penalty: 2333.522705
	Iteration 6Q: 3 clusters Score -108655.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108698.664062 Penalty: 2333.522705
	Iteration 7Q: 3 clusters Score -108698.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108720.101562 Penalty: 2333.522705
	Iteration 8Q: 3 clusters Score -108720.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -108736.718750 Penalty: 2333.522705
	Iteration 9Q: 3 clusters Score -108736.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108746.859375 Penalty: 2333.522705
	Iteration 10Q: 3 clusters Score -108746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108754.218750 Penalty: 2333.522705
	Iteration 11Q: 3 clusters Score -108754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108760.507812 Penalty: 2333.522705
	Iteration 12Q: 3 clusters Score -108760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -108768.062500 Penalty: 2333.522705
	Iteration 13Q: 3 clusters Score -108768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108777.546875 Penalty: 2333.522705
	Iteration 14Q: 3 clusters Score -108777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -108792.421875 Penalty: 2333.522705
	Iteration 15Q: 3 clusters Score -108792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108815.914062 Penalty: 2333.522705
	Iteration 16Q: 3 clusters Score -108815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108837.031250 Penalty: 2333.522705
	Iteration 17Q: 3 clusters Score -108837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108852.312500 Penalty: 2333.522705
	Iteration 18Q: 3 clusters Score -108852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108870.390625 Penalty: 2333.522705
	Iteration 19Q: 3 clusters Score -108870.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -108882.320312 Penalty: 2333.522705
	Iteration 20F: 3 clusters Score -108882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108890.593750 Penalty: 2333.522705
	Iteration 21Q: 3 clusters Score -108890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108895.710938 Penalty: 2333.522705
	Iteration 22Q: 3 clusters Score -108895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -108898.546875 Penalty: 2333.522705
	Iteration 23Q: 3 clusters Score -108898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -108902.046875 Penalty: 2333.522705
	Iteration 24Q: 3 clusters Score -108902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -108903.023438 Penalty: 2333.522705
	Iteration 25Q: 3 clusters Score -108903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -108903.023438 Penalty: 2333.522705
	Iteration 26F: 3 clusters Score -108903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Entering Unmasked Estep 
Score: -8690157.000000 Penalty: 1840.579590
	Iteration 0F: 2 clusters Score -8690157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -8634925.000000 Penalty: 3681.159180
	Iteration 0F: 3 clusters Score -8634925 nChanged 39383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -8657420.000000 Penalty: 3681.159180
	Iteration 1F: 3 clusters Score -8657420 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8658151.000000 Penalty: 3681.159180
	Iteration 2Q: 3 clusters Score -8658151 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8659210.000000 Penalty: 3681.159180
	Iteration 3Q: 3 clusters Score -8659210 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -8660763.000000 Penalty: 3681.159180
	Iteration 4Q: 3 clusters Score -8660763 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -8663056.000000 Penalty: 3681.159180
	Iteration 5F: 3 clusters Score -8663056 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -8666590.000000 Penalty: 3681.159180
	Iteration 6F: 3 clusters Score -8666590 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -8671426.000000 Penalty: 3681.159180
	Iteration 7F: 3 clusters Score -8671426 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -8676440.000000 Penalty: 3681.159180
	Iteration 8F: 3 clusters Score -8676440 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -8680774.000000 Penalty: 3681.159180
	Iteration 9F: 3 clusters Score -8680774 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -8683639.000000 Penalty: 3681.159180
	Iteration 10Q: 3 clusters Score -8683639 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8685326.000000 Penalty: 3681.159180
	Iteration 11Q: 3 clusters Score -8685326 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -8686262.000000 Penalty: 3681.159180
	Iteration 12Q: 3 clusters Score -8686262 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8686831.000000 Penalty: 3681.159180
	Iteration 13Q: 3 clusters Score -8686831 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8687239.000000 Penalty: 3681.159180
	Iteration 14Q: 3 clusters Score -8687239 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8687605.000000 Penalty: 3681.159180
	Iteration 15Q: 3 clusters Score -8687605 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8687841.000000 Penalty: 3681.159180
	Iteration 16Q: 3 clusters Score -8687841 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8688029.000000 Penalty: 3681.159180
	Iteration 17Q: 3 clusters Score -8688029 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8688163.000000 Penalty: 3681.159180
	Iteration 18Q: 3 clusters Score -8688163 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8688311.000000 Penalty: 3681.159180
	Iteration 19Q: 3 clusters Score -8688311 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8688383.000000 Penalty: 3681.159180
	Iteration 20F: 3 clusters Score -8688383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8688479.000000 Penalty: 3681.159180
	Iteration 21Q: 3 clusters Score -8688479 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8688526.000000 Penalty: 3681.159180
	Iteration 22Q: 3 clusters Score -8688526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8688596.000000 Penalty: 3681.159180
	Iteration 23Q: 3 clusters Score -8688596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8688654.000000 Penalty: 3681.159180
	Iteration 24Q: 3 clusters Score -8688654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8688650.000000 Penalty: 3681.159180
	Iteration 25Q: 3 clusters Score -8688650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8688670.000000 Penalty: 3681.159180
	Iteration 26Q: 3 clusters Score -8688670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8688691.000000 Penalty: 3681.159180
	Iteration 27Q: 3 clusters Score -8688691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8688700.000000 Penalty: 3681.159180
	Iteration 28Q: 3 clusters Score -8688700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8688714.000000 Penalty: 3681.159180
	Iteration 29Q: 3 clusters Score -8688714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8688726.000000 Penalty: 3681.159180
	Iteration 30Q: 3 clusters Score -8688726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8688742.000000 Penalty: 3681.159180
	Iteration 31Q: 3 clusters Score -8688742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8688755.000000 Penalty: 3681.159180
	Iteration 32Q: 3 clusters Score -8688755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8688751.000000 Penalty: 3681.159180
	Iteration 33Q: 3 clusters Score -8688751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8688767.000000 Penalty: 3681.159180
	Iteration 34Q: 3 clusters Score -8688767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8688765.000000 Penalty: 3681.159180
	Iteration 35Q: 3 clusters Score -8688765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8688775.000000 Penalty: 3681.159180
	Iteration 36Q: 3 clusters Score -8688775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8688777.000000 Penalty: 3681.159180
	Iteration 37Q: 3 clusters Score -8688777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8688775.000000 Penalty: 3681.159180
	Iteration 38Q: 3 clusters Score -8688775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8688769.000000 Penalty: 3681.159180
	Iteration 39Q: 3 clusters Score -8688769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8688772.000000 Penalty: 3681.159180
	Iteration 40F: 3 clusters Score -8688772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8688780.000000 Penalty: 3681.159180
	Iteration 41Q: 3 clusters Score -8688780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8688783.000000 Penalty: 3681.159180
	Iteration 42Q: 3 clusters Score -8688783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8688778.000000 Penalty: 3681.159180
	Iteration 43Q: 3 clusters Score -8688778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8688786.000000 Penalty: 3681.159180
	Iteration 44Q: 3 clusters Score -8688786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8688786.000000 Penalty: 3681.159180
	Iteration 45Q: 3 clusters Score -8688786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8688790.000000 Penalty: 3681.159180
	Iteration 46Q: 3 clusters Score -8688790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8688788.000000 Penalty: 3681.159180
	Iteration 47Q: 3 clusters Score -8688788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8688786.000000 Penalty: 3681.159180
	Iteration 48Q: 3 clusters Score -8688786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8688800.000000 Penalty: 3681.159180
	Iteration 49Q: 3 clusters Score -8688800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8688789.000000 Penalty: 3681.159180
	Iteration 50Q: 3 clusters Score -8688789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8688789.000000 Penalty: 3681.159180
	Iteration 51Q: 3 clusters Score -8688789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8688792.000000 Penalty: 3681.159180
	Iteration 52Q: 3 clusters Score -8688792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8688792.000000 Penalty: 3681.159180
	Iteration 53Q: 3 clusters Score -8688792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8688794.000000 Penalty: 3681.159180
	Iteration 54Q: 3 clusters Score -8688794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8688801.000000 Penalty: 3681.159180
	Iteration 55Q: 3 clusters Score -8688801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8688800.000000 Penalty: 3681.159180
	Iteration 56Q: 3 clusters Score -8688800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8688801.000000 Penalty: 3681.159180
	Iteration 57Q: 3 clusters Score -8688801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8688801.000000 Penalty: 3681.159180
	Iteration 58F: 3 clusters Score -8688801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186700 members 
Entering Unmasked Estep 
Score: -19440494.000000 Penalty: 1972.304565
	Iteration 0F: 2 clusters Score -1.944049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -19321328.000000 Penalty: 3944.609131
	Iteration 0F: 3 clusters Score -1.932133e+07 nChanged 90204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -19374760.000000 Penalty: 3944.609131
	Iteration 1F: 3 clusters Score -1.937476e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -19376320.000000 Penalty: 3944.609131
	Iteration 2Q: 3 clusters Score -1.937632e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -19378186.000000 Penalty: 3944.609131
	Iteration 3Q: 3 clusters Score -1.937819e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -19380808.000000 Penalty: 3944.609131
	Iteration 4Q: 3 clusters Score -1.938081e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -19385514.000000 Penalty: 3944.609131
	Iteration 5Q: 3 clusters Score -1.938551e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -19392404.000000 Penalty: 3944.609131
	Iteration 6F: 3 clusters Score -1.93924e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -19401740.000000 Penalty: 3944.609131
	Iteration 7F: 3 clusters Score -1.940174e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136920 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -19411220.000000 Penalty: 3944.609131
	Iteration 8F: 3 clusters Score -1.941122e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -19417950.000000 Penalty: 3944.609131
	Iteration 9F: 3 clusters Score -1.941795e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -19422022.000000 Penalty: 3944.609131
	Iteration 10Q: 3 clusters Score -1.942202e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -19424254.000000 Penalty: 3944.609131
	Iteration 11Q: 3 clusters Score -1.942425e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -19425786.000000 Penalty: 3944.609131
	Iteration 12Q: 3 clusters Score -1.942579e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -19427260.000000 Penalty: 3944.609131
	Iteration 13Q: 3 clusters Score -1.942726e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164490 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -19428512.000000 Penalty: 3944.609131
	Iteration 14Q: 3 clusters Score -1.942851e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -19429914.000000 Penalty: 3944.609131
	Iteration 15Q: 3 clusters Score -1.942991e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -19431106.000000 Penalty: 3944.609131
	Iteration 16Q: 3 clusters Score -1.943111e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172461 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -19432166.000000 Penalty: 3944.609131
	Iteration 17Q: 3 clusters Score -1.943217e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -19433072.000000 Penalty: 3944.609131
	Iteration 18Q: 3 clusters Score -1.943307e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -19433880.000000 Penalty: 3944.609131
	Iteration 19Q: 3 clusters Score -1.943388e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177844 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -19434658.000000 Penalty: 3944.609131
	Iteration 20F: 3 clusters Score -1.943466e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179118 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -19435342.000000 Penalty: 3944.609131
	Iteration 21Q: 3 clusters Score -1.943534e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180202 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -19435980.000000 Penalty: 3944.609131
	Iteration 22Q: 3 clusters Score -1.943598e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181084 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -19436564.000000 Penalty: 3944.609131
	Iteration 23Q: 3 clusters Score -1.943656e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181800 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -19436992.000000 Penalty: 3944.609131
	Iteration 24Q: 3 clusters Score -1.943699e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182346 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -19437328.000000 Penalty: 3944.609131
	Iteration 25Q: 3 clusters Score -1.943733e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182804 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19437606.000000 Penalty: 3944.609131
	Iteration 26Q: 3 clusters Score -1.943761e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183198 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -19437830.000000 Penalty: 3944.609131
	Iteration 27Q: 3 clusters Score -1.943783e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183524 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -19437960.000000 Penalty: 3944.609131
	Iteration 28Q: 3 clusters Score -1.943796e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183790 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -19438084.000000 Penalty: 3944.609131
	Iteration 29Q: 3 clusters Score -1.943808e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184028 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19438184.000000 Penalty: 3944.609131
	Iteration 30Q: 3 clusters Score -1.943818e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184222 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -19438318.000000 Penalty: 3944.609131
	Iteration 31Q: 3 clusters Score -1.943832e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -19438386.000000 Penalty: 3944.609131
	Iteration 32Q: 3 clusters Score -1.943839e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184532 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19438472.000000 Penalty: 3944.609131
	Iteration 33Q: 3 clusters Score -1.943847e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184668 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -19438532.000000 Penalty: 3944.609131
	Iteration 34Q: 3 clusters Score -1.943853e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -19438592.000000 Penalty: 3944.609131
	Iteration 35Q: 3 clusters Score -1.943859e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -19438638.000000 Penalty: 3944.609131
	Iteration 36Q: 3 clusters Score -1.943864e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19438688.000000 Penalty: 3944.609131
	Iteration 37Q: 3 clusters Score -1.943869e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -19438736.000000 Penalty: 3944.609131
	Iteration 38Q: 3 clusters Score -1.943874e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185057 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19438746.000000 Penalty: 3944.609131
	Iteration 39Q: 3 clusters Score -1.943875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185101 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19438758.000000 Penalty: 3944.609131
	Iteration 40F: 3 clusters Score -1.943876e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185136 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19438770.000000 Penalty: 3944.609131
	Iteration 41Q: 3 clusters Score -1.943877e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185158 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19438760.000000 Penalty: 3944.609131
	Iteration 42Q: 3 clusters Score -1.943876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185182 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19438796.000000 Penalty: 3944.609131
	Iteration 43Q: 3 clusters Score -1.94388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19438770.000000 Penalty: 3944.609131
	Iteration 44Q: 3 clusters Score -1.943877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19438786.000000 Penalty: 3944.609131
	Iteration 45Q: 3 clusters Score -1.943879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185240 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -19438806.000000 Penalty: 3944.609131
	Iteration 46Q: 3 clusters Score -1.943881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185250 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19438802.000000 Penalty: 3944.609131
	Iteration 47Q: 3 clusters Score -1.94388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185253 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19438810.000000 Penalty: 3944.609131
	Iteration 48Q: 3 clusters Score -1.943881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185256 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19438812.000000 Penalty: 3944.609131
	Iteration 49Q: 3 clusters Score -1.943881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19438806.000000 Penalty: 3944.609131
	Iteration 50Q: 3 clusters Score -1.943881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19438816.000000 Penalty: 3944.609131
	Iteration 51Q: 3 clusters Score -1.943882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185256 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19438802.000000 Penalty: 3944.609131
	Iteration 52Q: 3 clusters Score -1.94388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19438812.000000 Penalty: 3944.609131
	Iteration 53Q: 3 clusters Score -1.943881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19438806.000000 Penalty: 3944.609131
	Iteration 54Q: 3 clusters Score -1.943881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185261 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19438806.000000 Penalty: 3944.609131
	Iteration 55Q: 3 clusters Score -1.943881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185263 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -19438806.000000 Penalty: 3944.609131
	Iteration 56Q: 3 clusters Score -1.943881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185266 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19438806.000000 Penalty: 3944.609131
	Iteration 57Q: 3 clusters Score -1.943881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185270 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19438816.000000 Penalty: 3944.609131
	Iteration 58Q: 3 clusters Score -1.943882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19438804.000000 Penalty: 3944.609131
	Iteration 59Q: 3 clusters Score -1.94388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19438804.000000 Penalty: 3944.609131
	Iteration 60F: 3 clusters Score -1.94388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19438800.000000 Penalty: 3944.609131
	Iteration 61Q: 3 clusters Score -1.94388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19438794.000000 Penalty: 3944.609131
	Iteration 62Q: 3 clusters Score -1.943879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19438810.000000 Penalty: 3944.609131
	Iteration 63Q: 3 clusters Score -1.943881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19438810.000000 Penalty: 3944.609131
	Iteration 64F: 3 clusters Score -1.943881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (104956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Entering Unmasked Estep 
Score: -11015478.000000 Penalty: 1878.710693
	Iteration 0F: 2 clusters Score -1.101548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -10945421.000000 Penalty: 3757.421387
	Iteration 0F: 3 clusters Score -1.094542e+07 nChanged 50178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -10974320.000000 Penalty: 3757.421387
	Iteration 1F: 3 clusters Score -1.097432e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -10975026.000000 Penalty: 3757.421387
	Iteration 2Q: 3 clusters Score -1.097503e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -10975964.000000 Penalty: 3757.421387
	Iteration 3Q: 3 clusters Score -1.097596e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -10977234.000000 Penalty: 3757.421387
	Iteration 4Q: 3 clusters Score -1.097723e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -10979101.000000 Penalty: 3757.421387
	Iteration 5Q: 3 clusters Score -1.09791e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -10981643.000000 Penalty: 3757.421387
	Iteration 6Q: 3 clusters Score -1.098164e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -10984848.000000 Penalty: 3757.421387
	Iteration 7F: 3 clusters Score -1.098485e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -10988516.000000 Penalty: 3757.421387
	Iteration 8F: 3 clusters Score -1.098852e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -10992763.000000 Penalty: 3757.421387
	Iteration 9F: 3 clusters Score -1.099276e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -10996893.000000 Penalty: 3757.421387
	Iteration 10F: 3 clusters Score -1.099689e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -11000698.000000 Penalty: 3757.421387
	Iteration 11F: 3 clusters Score -1.10007e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -11004240.000000 Penalty: 3757.421387
	Iteration 12Q: 3 clusters Score -1.100424e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 94990 members 
Entering Unmasked Estep 
Score: -11007341.000000 Penalty: 3757.421387
	Iteration 13Q: 3 clusters Score -1.100734e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -11009833.000000 Penalty: 3757.421387
	Iteration 14Q: 3 clusters Score -1.100983e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -11011586.000000 Penalty: 3757.421387
	Iteration 15Q: 3 clusters Score -1.101159e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -11012682.000000 Penalty: 3757.421387
	Iteration 16Q: 3 clusters Score -1.101268e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
Score: -11013354.000000 Penalty: 3757.421387
	Iteration 17Q: 3 clusters Score -1.101335e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -11013697.000000 Penalty: 3757.421387
	Iteration 18Q: 3 clusters Score -1.10137e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -11013884.000000 Penalty: 3757.421387
	Iteration 19Q: 3 clusters Score -1.101388e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -11013997.000000 Penalty: 3757.421387
	Iteration 20F: 3 clusters Score -1.1014e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
Score: -11014080.000000 Penalty: 3757.421387
	Iteration 21Q: 3 clusters Score -1.101408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -11014121.000000 Penalty: 3757.421387
	Iteration 22Q: 3 clusters Score -1.101412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -11014153.000000 Penalty: 3757.421387
	Iteration 23Q: 3 clusters Score -1.101415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -11014174.000000 Penalty: 3757.421387
	Iteration 24Q: 3 clusters Score -1.101417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -11014190.000000 Penalty: 3757.421387
	Iteration 25Q: 3 clusters Score -1.101419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -11014192.000000 Penalty: 3757.421387
	Iteration 26Q: 3 clusters Score -1.101419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -11014204.000000 Penalty: 3757.421387
	Iteration 27Q: 3 clusters Score -1.10142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -11014203.000000 Penalty: 3757.421387
	Iteration 28Q: 3 clusters Score -1.10142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -11014211.000000 Penalty: 3757.421387
	Iteration 29Q: 3 clusters Score -1.101421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -11014207.000000 Penalty: 3757.421387
	Iteration 30Q: 3 clusters Score -1.101421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -11014210.000000 Penalty: 3757.421387
	Iteration 31Q: 3 clusters Score -1.101421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -11014210.000000 Penalty: 3757.421387
	Iteration 32F: 3 clusters Score -1.101421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Entering Unmasked Estep 
Score: -1174827.125000 Penalty: 1520.433960
	Iteration 0F: 2 clusters Score -1174827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1166631.250000 Penalty: 3040.867920
	Iteration 0F: 3 clusters Score -1166631 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1169845.500000 Penalty: 3040.867920
	Iteration 1F: 3 clusters Score -1169846 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1170560.625000 Penalty: 3040.867920
	Iteration 2F: 3 clusters Score -1170561 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1171138.500000 Penalty: 3040.867920
	Iteration 3F: 3 clusters Score -1171138 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1171615.625000 Penalty: 3040.867920
	Iteration 4F: 3 clusters Score -1171616 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1172044.000000 Penalty: 3040.867920
	Iteration 5F: 3 clusters Score -1172044 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1172386.500000 Penalty: 3040.867920
	Iteration 6Q: 3 clusters Score -1172386 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1172692.250000 Penalty: 3040.867920
	Iteration 7Q: 3 clusters Score -1172692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1172993.875000 Penalty: 3040.867920
	Iteration 8Q: 3 clusters Score -1172994 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1173295.750000 Penalty: 3040.867920
	Iteration 9Q: 3 clusters Score -1173296 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1173529.375000 Penalty: 3040.867920
	Iteration 10Q: 3 clusters Score -1173529 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1173694.125000 Penalty: 3040.867920
	Iteration 11Q: 3 clusters Score -1173694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1173827.000000 Penalty: 3040.867920
	Iteration 12Q: 3 clusters Score -1173827 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1173938.375000 Penalty: 3040.867920
	Iteration 13Q: 3 clusters Score -1173938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1173997.875000 Penalty: 3040.867920
	Iteration 14Q: 3 clusters Score -1173998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1174052.625000 Penalty: 3040.867920
	Iteration 15Q: 3 clusters Score -1174053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1174099.375000 Penalty: 3040.867920
	Iteration 16Q: 3 clusters Score -1174099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1174148.000000 Penalty: 3040.867920
	Iteration 17Q: 3 clusters Score -1174148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1174187.250000 Penalty: 3040.867920
	Iteration 18Q: 3 clusters Score -1174187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1174210.750000 Penalty: 3040.867920
	Iteration 19Q: 3 clusters Score -1174211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1174232.875000 Penalty: 3040.867920
	Iteration 20F: 3 clusters Score -1174233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1174245.500000 Penalty: 3040.867920
	Iteration 21Q: 3 clusters Score -1174246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1174257.375000 Penalty: 3040.867920
	Iteration 22Q: 3 clusters Score -1174257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1174266.500000 Penalty: 3040.867920
	Iteration 23Q: 3 clusters Score -1174266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1174274.625000 Penalty: 3040.867920
	Iteration 24Q: 3 clusters Score -1174275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1174284.125000 Penalty: 3040.867920
	Iteration 25Q: 3 clusters Score -1174284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1174288.875000 Penalty: 3040.867920
	Iteration 26Q: 3 clusters Score -1174289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1174288.250000 Penalty: 3040.867920
	Iteration 27Q: 3 clusters Score -1174288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1174290.500000 Penalty: 3040.867920
	Iteration 28Q: 3 clusters Score -1174290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1174289.750000 Penalty: 3040.867920
	Iteration 29Q: 3 clusters Score -1174290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1174289.750000 Penalty: 3040.867920
	Iteration 30F: 3 clusters Score -1174290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -550862.687500 Penalty: 1400.239380
	Iteration 0F: 2 clusters Score -550862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -546481.500000 Penalty: 2800.478760
	Iteration 0F: 3 clusters Score -546481.5 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -547944.187500 Penalty: 2800.478760
	Iteration 1F: 3 clusters Score -547944.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -548396.875000 Penalty: 2800.478760
	Iteration 2F: 3 clusters Score -548396.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -548915.437500 Penalty: 2800.478760
	Iteration 3F: 3 clusters Score -548915.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -549407.687500 Penalty: 2800.478760
	Iteration 4F: 3 clusters Score -549407.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -549772.875000 Penalty: 2800.478760
	Iteration 5F: 3 clusters Score -549772.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -549995.312500 Penalty: 2800.478760
	Iteration 6F: 3 clusters Score -549995.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -550168.062500 Penalty: 2800.478760
	Iteration 7Q: 3 clusters Score -550168.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -550277.000000 Penalty: 2800.478760
	Iteration 8Q: 3 clusters Score -550277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -550363.437500 Penalty: 2800.478760
	Iteration 9Q: 3 clusters Score -550363.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -550432.500000 Penalty: 2800.478760
	Iteration 10Q: 3 clusters Score -550432.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -550491.062500 Penalty: 2800.478760
	Iteration 11Q: 3 clusters Score -550491.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -550522.250000 Penalty: 2800.478760
	Iteration 12Q: 3 clusters Score -550522.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -550536.812500 Penalty: 2800.478760
	Iteration 13Q: 3 clusters Score -550536.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -550543.000000 Penalty: 2800.478760
	Iteration 14Q: 3 clusters Score -550543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -550547.812500 Penalty: 2800.478760
	Iteration 15Q: 3 clusters Score -550547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -550549.812500 Penalty: 2800.478760
	Iteration 16Q: 3 clusters Score -550549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -550552.500000 Penalty: 2800.478760
	Iteration 17Q: 3 clusters Score -550552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -550553.750000 Penalty: 2800.478760
	Iteration 18Q: 3 clusters Score -550553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -550553.500000 Penalty: 2800.478760
	Iteration 19Q: 3 clusters Score -550553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -550555.625000 Penalty: 2800.478760
	Iteration 20F: 3 clusters Score -550555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -550555.625000 Penalty: 2800.478760
	Iteration 21Q: 3 clusters Score -550555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -550556.875000 Penalty: 2800.478760
	Iteration 22Q: 3 clusters Score -550556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -550558.000000 Penalty: 2800.478760
	Iteration 23Q: 3 clusters Score -550558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -550558.000000 Penalty: 2800.478760
	Iteration 24F: 3 clusters Score -550558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Entering Unmasked Estep 
Score: -3301131.500000 Penalty: 1685.453491
	Iteration 0F: 2 clusters Score -3301132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3279666.000000 Penalty: 3370.906982
	Iteration 0F: 3 clusters Score -3279666 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3287997.000000 Penalty: 3370.906982
	Iteration 1F: 3 clusters Score -3287997 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3288768.250000 Penalty: 3370.906982
	Iteration 2F: 3 clusters Score -3288768 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3289870.250000 Penalty: 3370.906982
	Iteration 3F: 3 clusters Score -3289870 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3291305.500000 Penalty: 3370.906982
	Iteration 4F: 3 clusters Score -3291306 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3293121.250000 Penalty: 3370.906982
	Iteration 5F: 3 clusters Score -3293121 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3294799.250000 Penalty: 3370.906982
	Iteration 6F: 3 clusters Score -3294799 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3296194.250000 Penalty: 3370.906982
	Iteration 7F: 3 clusters Score -3296194 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3297317.250000 Penalty: 3370.906982
	Iteration 8Q: 3 clusters Score -3297317 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3298133.250000 Penalty: 3370.906982
	Iteration 9Q: 3 clusters Score -3298133 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3298595.750000 Penalty: 3370.906982
	Iteration 10Q: 3 clusters Score -3298596 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3298905.750000 Penalty: 3370.906982
	Iteration 11Q: 3 clusters Score -3298906 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3299155.750000 Penalty: 3370.906982
	Iteration 12Q: 3 clusters Score -3299156 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3299333.250000 Penalty: 3370.906982
	Iteration 13Q: 3 clusters Score -3299333 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3299499.750000 Penalty: 3370.906982
	Iteration 14Q: 3 clusters Score -3299500 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3299634.250000 Penalty: 3370.906982
	Iteration 15Q: 3 clusters Score -3299634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3299739.750000 Penalty: 3370.906982
	Iteration 16Q: 3 clusters Score -3299740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3299833.250000 Penalty: 3370.906982
	Iteration 17Q: 3 clusters Score -3299833 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3299905.250000 Penalty: 3370.906982
	Iteration 18Q: 3 clusters Score -3299905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3299970.000000 Penalty: 3370.906982
	Iteration 19Q: 3 clusters Score -3299970 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3300029.750000 Penalty: 3370.906982
	Iteration 20F: 3 clusters Score -3300030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3300051.500000 Penalty: 3370.906982
	Iteration 21Q: 3 clusters Score -3300052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3300091.500000 Penalty: 3370.906982
	Iteration 22Q: 3 clusters Score -3300092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -3300106.500000 Penalty: 3370.906982
	Iteration 23Q: 3 clusters Score -3300106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3300125.500000 Penalty: 3370.906982
	Iteration 24Q: 3 clusters Score -3300126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3300149.000000 Penalty: 3370.906982
	Iteration 25Q: 3 clusters Score -3300149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3300155.750000 Penalty: 3370.906982
	Iteration 26Q: 3 clusters Score -3300156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3300161.250000 Penalty: 3370.906982
	Iteration 27Q: 3 clusters Score -3300161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3300169.000000 Penalty: 3370.906982
	Iteration 28Q: 3 clusters Score -3300169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3300173.250000 Penalty: 3370.906982
	Iteration 29Q: 3 clusters Score -3300173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3300177.000000 Penalty: 3370.906982
	Iteration 30Q: 3 clusters Score -3300177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3300187.000000 Penalty: 3370.906982
	Iteration 31Q: 3 clusters Score -3300187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3300190.000000 Penalty: 3370.906982
	Iteration 32Q: 3 clusters Score -3300190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3300186.750000 Penalty: 3370.906982
	Iteration 33Q: 3 clusters Score -3300187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -3300193.000000 Penalty: 3370.906982
	Iteration 34Q: 3 clusters Score -3300193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3300192.500000 Penalty: 3370.906982
	Iteration 35Q: 3 clusters Score -3300192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3300201.750000 Penalty: 3370.906982
	Iteration 36Q: 3 clusters Score -3300202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3300201.000000 Penalty: 3370.906982
	Iteration 37Q: 3 clusters Score -3300201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3300206.250000 Penalty: 3370.906982
	Iteration 38Q: 3 clusters Score -3300206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3300207.000000 Penalty: 3370.906982
	Iteration 39Q: 3 clusters Score -3300207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3300207.250000 Penalty: 3370.906982
	Iteration 40F: 3 clusters Score -3300207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3300209.000000 Penalty: 3370.906982
	Iteration 41Q: 3 clusters Score -3300209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3300210.500000 Penalty: 3370.906982
	Iteration 42Q: 3 clusters Score -3300210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3300216.750000 Penalty: 3370.906982
	Iteration 43Q: 3 clusters Score -3300217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3300214.250000 Penalty: 3370.906982
	Iteration 44Q: 3 clusters Score -3300214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3300215.750000 Penalty: 3370.906982
	Iteration 45Q: 3 clusters Score -3300216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3300217.750000 Penalty: 3370.906982
	Iteration 46Q: 3 clusters Score -3300218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3300216.250000 Penalty: 3370.906982
	Iteration 47Q: 3 clusters Score -3300216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3300218.750000 Penalty: 3370.906982
	Iteration 48Q: 3 clusters Score -3300219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3300225.250000 Penalty: 3370.906982
	Iteration 49Q: 3 clusters Score -3300225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3300219.250000 Penalty: 3370.906982
	Iteration 50Q: 3 clusters Score -3300219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3300221.000000 Penalty: 3370.906982
	Iteration 51Q: 3 clusters Score -3300221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3300219.250000 Penalty: 3370.906982
	Iteration 52Q: 3 clusters Score -3300219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3300219.750000 Penalty: 3370.906982
	Iteration 53Q: 3 clusters Score -3300220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3300222.500000 Penalty: 3370.906982
	Iteration 54Q: 3 clusters Score -3300222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3300222.250000 Penalty: 3370.906982
	Iteration 55Q: 3 clusters Score -3300222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3300224.000000 Penalty: 3370.906982
	Iteration 56Q: 3 clusters Score -3300224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3300226.750000 Penalty: 3370.906982
	Iteration 57Q: 3 clusters Score -3300227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3300223.250000 Penalty: 3370.906982
	Iteration 58Q: 3 clusters Score -3300223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3300221.750000 Penalty: 3370.906982
	Iteration 59Q: 3 clusters Score -3300222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3300223.250000 Penalty: 3370.906982
	Iteration 60F: 3 clusters Score -3300223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3300225.750000 Penalty: 3370.906982
	Iteration 61Q: 3 clusters Score -3300226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3300226.000000 Penalty: 3370.906982
	Iteration 62Q: 3 clusters Score -3300226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3300226.250000 Penalty: 3370.906982
	Iteration 63Q: 3 clusters Score -3300226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3300226.250000 Penalty: 3370.906982
	Iteration 64F: 3 clusters Score -3300226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Entering Unmasked Estep 
Score: -1544032.125000 Penalty: 1566.612671
	Iteration 0F: 2 clusters Score -1544032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1533423.625000 Penalty: 3133.225342
	Iteration 0F: 3 clusters Score -1533424 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1537133.375000 Penalty: 3133.225342
	Iteration 1F: 3 clusters Score -1537133 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1537441.625000 Penalty: 3133.225342
	Iteration 2F: 3 clusters Score -1537442 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1537753.750000 Penalty: 3133.225342
	Iteration 3Q: 3 clusters Score -1537754 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1538041.875000 Penalty: 3133.225342
	Iteration 4Q: 3 clusters Score -1538042 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1538349.875000 Penalty: 3133.225342
	Iteration 5Q: 3 clusters Score -1538350 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1538728.375000 Penalty: 3133.225342
	Iteration 6Q: 3 clusters Score -1538728 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1539185.500000 Penalty: 3133.225342
	Iteration 7Q: 3 clusters Score -1539186 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1539772.250000 Penalty: 3133.225342
	Iteration 8F: 3 clusters Score -1539772 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1540456.875000 Penalty: 3133.225342
	Iteration 9F: 3 clusters Score -1540457 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1541215.125000 Penalty: 3133.225342
	Iteration 10F: 3 clusters Score -1541215 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1541879.000000 Penalty: 3133.225342
	Iteration 11F: 3 clusters Score -1541879 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1542300.375000 Penalty: 3133.225342
	Iteration 12Q: 3 clusters Score -1542300 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1542642.125000 Penalty: 3133.225342
	Iteration 13Q: 3 clusters Score -1542642 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1542916.875000 Penalty: 3133.225342
	Iteration 14Q: 3 clusters Score -1542917 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1543081.875000 Penalty: 3133.225342
	Iteration 15Q: 3 clusters Score -1543082 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1543159.875000 Penalty: 3133.225342
	Iteration 16Q: 3 clusters Score -1543160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1543203.625000 Penalty: 3133.225342
	Iteration 17Q: 3 clusters Score -1543204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1543231.000000 Penalty: 3133.225342
	Iteration 18Q: 3 clusters Score -1543231 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1543250.375000 Penalty: 3133.225342
	Iteration 19Q: 3 clusters Score -1543250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1543258.375000 Penalty: 3133.225342
	Iteration 20F: 3 clusters Score -1543258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1543263.375000 Penalty: 3133.225342
	Iteration 21Q: 3 clusters Score -1543263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1543273.500000 Penalty: 3133.225342
	Iteration 22Q: 3 clusters Score -1543274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1543272.875000 Penalty: 3133.225342
	Iteration 23Q: 3 clusters Score -1543273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1543272.000000 Penalty: 3133.225342
	Iteration 24Q: 3 clusters Score -1543272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1543279.625000 Penalty: 3133.225342
	Iteration 25Q: 3 clusters Score -1543280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1543280.000000 Penalty: 3133.225342
	Iteration 26Q: 3 clusters Score -1543280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1543281.000000 Penalty: 3133.225342
	Iteration 27Q: 3 clusters Score -1543281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1543280.500000 Penalty: 3133.225342
	Iteration 28Q: 3 clusters Score -1543280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1543278.875000 Penalty: 3133.225342
	Iteration 29Q: 3 clusters Score -1543279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1543277.500000 Penalty: 3133.225342
	Iteration 30Q: 3 clusters Score -1543278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1543279.875000 Penalty: 3133.225342
	Iteration 31Q: 3 clusters Score -1543280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1543279.875000 Penalty: 3133.225342
	Iteration 32Q: 3 clusters Score -1543280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1543281.000000 Penalty: 3133.225342
	Iteration 33Q: 3 clusters Score -1543281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1543280.375000 Penalty: 3133.225342
	Iteration 34Q: 3 clusters Score -1543280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1543283.000000 Penalty: 3133.225342
	Iteration 35Q: 3 clusters Score -1543283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1543281.125000 Penalty: 3133.225342
	Iteration 36Q: 3 clusters Score -1543281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1543285.875000 Penalty: 3133.225342
	Iteration 37Q: 3 clusters Score -1543286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1543287.250000 Penalty: 3133.225342
	Iteration 38Q: 3 clusters Score -1543287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1543283.875000 Penalty: 3133.225342
	Iteration 39Q: 3 clusters Score -1543284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1543283.125000 Penalty: 3133.225342
	Iteration 40F: 3 clusters Score -1543283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1543283.250000 Penalty: 3133.225342
	Iteration 41Q: 3 clusters Score -1543283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1543283.750000 Penalty: 3133.225342
	Iteration 42Q: 3 clusters Score -1543284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1543286.500000 Penalty: 3133.225342
	Iteration 43Q: 3 clusters Score -1543286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1543288.875000 Penalty: 3133.225342
	Iteration 44Q: 3 clusters Score -1543289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1543288.000000 Penalty: 3133.225342
	Iteration 45Q: 3 clusters Score -1543288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1543285.500000 Penalty: 3133.225342
	Iteration 46Q: 3 clusters Score -1543286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1543287.625000 Penalty: 3133.225342
	Iteration 47Q: 3 clusters Score -1543288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1543289.125000 Penalty: 3133.225342
	Iteration 48Q: 3 clusters Score -1543289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1543283.750000 Penalty: 3133.225342
	Iteration 49Q: 3 clusters Score -1543284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1543285.500000 Penalty: 3133.225342
	Iteration 50Q: 3 clusters Score -1543286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1543285.500000 Penalty: 3133.225342
	Iteration 51F: 3 clusters Score -1543286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -213297.781250 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -213297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -211068.140625 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -211068.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -211626.328125 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -211626.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -211809.437500 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -211809.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -211974.250000 Penalty: 2507.270020
	Iteration 3F: 3 clusters Score -211974.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -212100.843750 Penalty: 2507.270020
	Iteration 4F: 3 clusters Score -212100.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -212222.703125 Penalty: 2507.270020
	Iteration 5Q: 3 clusters Score -212222.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -212327.031250 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -212327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -212399.390625 Penalty: 2507.270020
	Iteration 7Q: 3 clusters Score -212399.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212449.406250 Penalty: 2507.270020
	Iteration 8Q: 3 clusters Score -212449.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212484.515625 Penalty: 2507.270020
	Iteration 9Q: 3 clusters Score -212484.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212512.296875 Penalty: 2507.270020
	Iteration 10Q: 3 clusters Score -212512.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212526.515625 Penalty: 2507.270020
	Iteration 11Q: 3 clusters Score -212526.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212534.343750 Penalty: 2507.270020
	Iteration 12Q: 3 clusters Score -212534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -212535.718750 Penalty: 2507.270020
	Iteration 13Q: 3 clusters Score -212535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -212538.718750 Penalty: 2507.270020
	Iteration 14Q: 3 clusters Score -212538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -212540.234375 Penalty: 2507.270020
	Iteration 15Q: 3 clusters Score -212540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -212541.859375 Penalty: 2507.270020
	Iteration 16Q: 3 clusters Score -212541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -212543.328125 Penalty: 2507.270020
	Iteration 17Q: 3 clusters Score -212543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -212545.968750 Penalty: 2507.270020
	Iteration 18Q: 3 clusters Score -212546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212550.671875 Penalty: 2507.270020
	Iteration 19Q: 3 clusters Score -212550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212554.125000 Penalty: 2507.270020
	Iteration 20F: 3 clusters Score -212554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212559.515625 Penalty: 2507.270020
	Iteration 21Q: 3 clusters Score -212559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -212564.562500 Penalty: 2507.270020
	Iteration 22Q: 3 clusters Score -212564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -212567.875000 Penalty: 2507.270020
	Iteration 23Q: 3 clusters Score -212567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212571.140625 Penalty: 2507.270020
	Iteration 24Q: 3 clusters Score -212571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -212574.765625 Penalty: 2507.270020
	Iteration 25Q: 3 clusters Score -212574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212576.406250 Penalty: 2507.270020
	Iteration 26Q: 3 clusters Score -212576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212577.171875 Penalty: 2507.270020
	Iteration 27Q: 3 clusters Score -212577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -212577.328125 Penalty: 2507.270020
	Iteration 28Q: 3 clusters Score -212577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -212577.328125 Penalty: 2507.270020
	Iteration 29F: 3 clusters Score -212577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -322675.281250 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -322675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -319724.375000 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -319724.4 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -320559.593750 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -320559.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -320764.156250 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -320764.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -320887.593750 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -320887.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -320990.031250 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -320990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -321065.156250 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -321065.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -321123.750000 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -321123.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -321186.968750 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -321187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -321241.843750 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -321241.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321278.750000 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -321278.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -321313.093750 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -321313.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -321355.968750 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -321356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -321400.406250 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -321400.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -321436.750000 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -321436.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -321483.656250 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -321483.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -321533.562500 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -321533.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -321571.531250 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -321571.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -321605.343750 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -321605.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -321628.312500 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -321628.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -321647.968750 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -321648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -321677.843750 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -321677.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -321716.937500 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -321716.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -321751.218750 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -321751.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -321777.312500 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -321777.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -321801.312500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -321801.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -321823.218750 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -321823.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -321848.312500 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -321848.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -321868.875000 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -321868.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -321894.500000 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -321894.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -321911.906250 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -321911.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -321926.500000 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -321926.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -321935.968750 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -321936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -321943.375000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -321943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -321947.187500 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -321947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -321949.312500 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -321949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -321953.281250 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -321953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -321958.406250 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -321958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -321961.968750 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -321962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -321965.343750 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -321965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -321967.593750 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -321967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -321971.812500 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -321971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -321980.531250 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -321980.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -321986.125000 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -321986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -321989.812500 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -321989.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -321993.375000 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -321993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -321995.718750 Penalty: 2640.445312
	Iteration 45Q: 3 clusters Score -321995.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -321998.437500 Penalty: 2640.445312
	Iteration 46Q: 3 clusters Score -321998.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -322003.218750 Penalty: 2640.445312
	Iteration 47Q: 3 clusters Score -322003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -322006.406250 Penalty: 2640.445312
	Iteration 48Q: 3 clusters Score -322006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -322010.531250 Penalty: 2640.445312
	Iteration 49Q: 3 clusters Score -322010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -322014.937500 Penalty: 2640.445312
	Iteration 50Q: 3 clusters Score -322014.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -322022.375000 Penalty: 2640.445312
	Iteration 51Q: 3 clusters Score -322022.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -322029.125000 Penalty: 2640.445312
	Iteration 52Q: 3 clusters Score -322029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -322033.625000 Penalty: 2640.445312
	Iteration 53Q: 3 clusters Score -322033.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -322038.500000 Penalty: 2640.445312
	Iteration 54Q: 3 clusters Score -322038.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -322044.562500 Penalty: 2640.445312
	Iteration 55Q: 3 clusters Score -322044.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -322049.031250 Penalty: 2640.445312
	Iteration 56Q: 3 clusters Score -322049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -322052.781250 Penalty: 2640.445312
	Iteration 57Q: 3 clusters Score -322052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -322056.937500 Penalty: 2640.445312
	Iteration 58Q: 3 clusters Score -322056.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -322062.312500 Penalty: 2640.445312
	Iteration 59Q: 3 clusters Score -322062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -322064.031250 Penalty: 2640.445312
	Iteration 60F: 3 clusters Score -322064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -322066.968750 Penalty: 2640.445312
	Iteration 61Q: 3 clusters Score -322067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -322068.468750 Penalty: 2640.445312
	Iteration 62Q: 3 clusters Score -322068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -322069.250000 Penalty: 2640.445312
	Iteration 63Q: 3 clusters Score -322069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -322071.250000 Penalty: 2640.445312
	Iteration 64Q: 3 clusters Score -322071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -322073.562500 Penalty: 2640.445312
	Iteration 65Q: 3 clusters Score -322073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -322074.343750 Penalty: 2640.445312
	Iteration 66Q: 3 clusters Score -322074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -322075.281250 Penalty: 2640.445312
	Iteration 67Q: 3 clusters Score -322075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -322075.406250 Penalty: 2640.445312
	Iteration 68Q: 3 clusters Score -322075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -322075.656250 Penalty: 2640.445312
	Iteration 69Q: 3 clusters Score -322075.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -322075.656250 Penalty: 2640.445312
	Iteration 70F: 3 clusters Score -322075.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -1582815.000000 Penalty: 1568.346802
	Iteration 0F: 2 clusters Score -1582815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1572019.625000 Penalty: 3136.693604
	Iteration 0F: 3 clusters Score -1572020 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1575694.125000 Penalty: 3136.693604
	Iteration 1F: 3 clusters Score -1575694 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1576011.000000 Penalty: 3136.693604
	Iteration 2F: 3 clusters Score -1576011 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1576289.375000 Penalty: 3136.693604
	Iteration 3Q: 3 clusters Score -1576289 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1576555.625000 Penalty: 3136.693604
	Iteration 4Q: 3 clusters Score -1576556 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1576849.875000 Penalty: 3136.693604
	Iteration 5Q: 3 clusters Score -1576850 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1577151.875000 Penalty: 3136.693604
	Iteration 6Q: 3 clusters Score -1577152 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1577456.375000 Penalty: 3136.693604
	Iteration 7Q: 3 clusters Score -1577456 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1577819.250000 Penalty: 3136.693604
	Iteration 8Q: 3 clusters Score -1577819 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1578243.125000 Penalty: 3136.693604
	Iteration 9Q: 3 clusters Score -1578243 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1578702.375000 Penalty: 3136.693604
	Iteration 10Q: 3 clusters Score -1578702 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1579131.625000 Penalty: 3136.693604
	Iteration 11Q: 3 clusters Score -1579132 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1579435.000000 Penalty: 3136.693604
	Iteration 12Q: 3 clusters Score -1579435 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1579649.250000 Penalty: 3136.693604
	Iteration 13Q: 3 clusters Score -1579649 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1579801.000000 Penalty: 3136.693604
	Iteration 14Q: 3 clusters Score -1579801 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1579930.375000 Penalty: 3136.693604
	Iteration 15Q: 3 clusters Score -1579930 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1580042.125000 Penalty: 3136.693604
	Iteration 16Q: 3 clusters Score -1580042 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1580140.875000 Penalty: 3136.693604
	Iteration 17Q: 3 clusters Score -1580141 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1580255.375000 Penalty: 3136.693604
	Iteration 18Q: 3 clusters Score -1580255 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1580379.250000 Penalty: 3136.693604
	Iteration 19Q: 3 clusters Score -1580379 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1580491.000000 Penalty: 3136.693604
	Iteration 20F: 3 clusters Score -1580491 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1580592.125000 Penalty: 3136.693604
	Iteration 21Q: 3 clusters Score -1580592 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1580704.875000 Penalty: 3136.693604
	Iteration 22Q: 3 clusters Score -1580705 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1580794.125000 Penalty: 3136.693604
	Iteration 23Q: 3 clusters Score -1580794 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1580864.500000 Penalty: 3136.693604
	Iteration 24Q: 3 clusters Score -1580864 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1580915.500000 Penalty: 3136.693604
	Iteration 25Q: 3 clusters Score -1580916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1580948.875000 Penalty: 3136.693604
	Iteration 26Q: 3 clusters Score -1580949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1580988.750000 Penalty: 3136.693604
	Iteration 27Q: 3 clusters Score -1580989 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1581017.250000 Penalty: 3136.693604
	Iteration 28Q: 3 clusters Score -1581017 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1581042.375000 Penalty: 3136.693604
	Iteration 29Q: 3 clusters Score -1581042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1581060.875000 Penalty: 3136.693604
	Iteration 30Q: 3 clusters Score -1581061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1581067.625000 Penalty: 3136.693604
	Iteration 31Q: 3 clusters Score -1581068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1581077.250000 Penalty: 3136.693604
	Iteration 32Q: 3 clusters Score -1581077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1581083.125000 Penalty: 3136.693604
	Iteration 33Q: 3 clusters Score -1581083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1581089.375000 Penalty: 3136.693604
	Iteration 34Q: 3 clusters Score -1581089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1581088.750000 Penalty: 3136.693604
	Iteration 35Q: 3 clusters Score -1581089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1581093.750000 Penalty: 3136.693604
	Iteration 36Q: 3 clusters Score -1581094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1581095.250000 Penalty: 3136.693604
	Iteration 37Q: 3 clusters Score -1581095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1581098.125000 Penalty: 3136.693604
	Iteration 38Q: 3 clusters Score -1581098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1581097.750000 Penalty: 3136.693604
	Iteration 39Q: 3 clusters Score -1581098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1581102.000000 Penalty: 3136.693604
	Iteration 40F: 3 clusters Score -1581102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1581101.375000 Penalty: 3136.693604
	Iteration 41Q: 3 clusters Score -1581101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1581106.250000 Penalty: 3136.693604
	Iteration 42Q: 3 clusters Score -1581106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1581106.375000 Penalty: 3136.693604
	Iteration 43Q: 3 clusters Score -1581106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1581106.375000 Penalty: 3136.693604
	Iteration 44Q: 3 clusters Score -1581106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1581108.625000 Penalty: 3136.693604
	Iteration 45Q: 3 clusters Score -1581109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1581112.375000 Penalty: 3136.693604
	Iteration 46Q: 3 clusters Score -1581112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1581112.250000 Penalty: 3136.693604
	Iteration 47Q: 3 clusters Score -1581112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1581117.750000 Penalty: 3136.693604
	Iteration 48Q: 3 clusters Score -1581118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1581115.875000 Penalty: 3136.693604
	Iteration 49Q: 3 clusters Score -1581116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1581115.250000 Penalty: 3136.693604
	Iteration 50Q: 3 clusters Score -1581115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1581115.875000 Penalty: 3136.693604
	Iteration 51Q: 3 clusters Score -1581116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1581112.750000 Penalty: 3136.693604
	Iteration 52Q: 3 clusters Score -1581113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1581117.750000 Penalty: 3136.693604
	Iteration 53Q: 3 clusters Score -1581118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1581119.625000 Penalty: 3136.693604
	Iteration 54Q: 3 clusters Score -1581120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1581118.625000 Penalty: 3136.693604
	Iteration 55Q: 3 clusters Score -1581119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1581118.750000 Penalty: 3136.693604
	Iteration 56Q: 3 clusters Score -1581119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1581118.375000 Penalty: 3136.693604
	Iteration 57Q: 3 clusters Score -1581118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1581122.250000 Penalty: 3136.693604
	Iteration 58Q: 3 clusters Score -1581122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1581125.000000 Penalty: 3136.693604
	Iteration 59Q: 3 clusters Score -1581125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1581125.875000 Penalty: 3136.693604
	Iteration 60F: 3 clusters Score -1581126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1581124.375000 Penalty: 3136.693604
	Iteration 61Q: 3 clusters Score -1581124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1581122.375000 Penalty: 3136.693604
	Iteration 62Q: 3 clusters Score -1581122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1581121.500000 Penalty: 3136.693604
	Iteration 63Q: 3 clusters Score -1581122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1581119.625000 Penalty: 3136.693604
	Iteration 64Q: 3 clusters Score -1581120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1581119.625000 Penalty: 3136.693604
	Iteration 65F: 3 clusters Score -1581120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -405808.625000 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -405808.6 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 2043 members 
Entering Unmasked Estep 
Score: -402385.906250 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -402385.9 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -403310.906250 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -403310.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -403512.656250 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -403512.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -403668.781250 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -403668.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -403817.187500 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -403817.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -403942.500000 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -403942.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -404049.906250 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -404049.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -404130.875000 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -404130.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -404217.281250 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -404217.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -404303.875000 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -404303.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -404389.312500 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -404389.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -404459.093750 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -404459.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -404536.156250 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -404536.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -404606.343750 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -404606.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -404677.593750 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -404677.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -404729.781250 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -404729.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404774.000000 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -404774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -404806.062500 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -404806.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -404836.218750 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -404836.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -404863.000000 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -404863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -404878.812500 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -404878.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -404887.156250 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -404887.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -404900.093750 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -404900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -404909.687500 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -404909.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -404918.531250 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -404918.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -404925.812500 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -404925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -404938.125000 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -404938.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -404951.968750 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -404952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -404964.531250 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -404964.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -404975.250000 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -404975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -404990.156250 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -404990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -404995.562500 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -404995.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -404998.343750 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -404998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -405001.781250 Penalty: 2701.124512
	Iteration 33Q: 3 clusters Score -405001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -405004.156250 Penalty: 2701.124512
	Iteration 34Q: 3 clusters Score -405004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -405006.562500 Penalty: 2701.124512
	Iteration 35Q: 3 clusters Score -405006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -405007.906250 Penalty: 2701.124512
	Iteration 36Q: 3 clusters Score -405007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -405010.531250 Penalty: 2701.124512
	Iteration 37Q: 3 clusters Score -405010.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -405012.406250 Penalty: 2701.124512
	Iteration 38Q: 3 clusters Score -405012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -405015.500000 Penalty: 2701.124512
	Iteration 39Q: 3 clusters Score -405015.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -405019.531250 Penalty: 2701.124512
	Iteration 40F: 3 clusters Score -405019.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -405023.343750 Penalty: 2701.124512
	Iteration 41Q: 3 clusters Score -405023.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -405025.406250 Penalty: 2701.124512
	Iteration 42Q: 3 clusters Score -405025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -405029.125000 Penalty: 2701.124512
	Iteration 43Q: 3 clusters Score -405029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -405033.125000 Penalty: 2701.124512
	Iteration 44Q: 3 clusters Score -405033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -405036.781250 Penalty: 2701.124512
	Iteration 45Q: 3 clusters Score -405036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -405042.375000 Penalty: 2701.124512
	Iteration 46Q: 3 clusters Score -405042.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -405050.250000 Penalty: 2701.124512
	Iteration 47Q: 3 clusters Score -405050.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -405060.187500 Penalty: 2701.124512
	Iteration 48Q: 3 clusters Score -405060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -405064.093750 Penalty: 2701.124512
	Iteration 49Q: 3 clusters Score -405064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -405069.406250 Penalty: 2701.124512
	Iteration 50Q: 3 clusters Score -405069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -405073.406250 Penalty: 2701.124512
	Iteration 51Q: 3 clusters Score -405073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -405077.437500 Penalty: 2701.124512
	Iteration 52Q: 3 clusters Score -405077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -405083.156250 Penalty: 2701.124512
	Iteration 53Q: 3 clusters Score -405083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -405087.281250 Penalty: 2701.124512
	Iteration 54Q: 3 clusters Score -405087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -405092.531250 Penalty: 2701.124512
	Iteration 55Q: 3 clusters Score -405092.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -405100.343750 Penalty: 2701.124512
	Iteration 56Q: 3 clusters Score -405100.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -405104.843750 Penalty: 2701.124512
	Iteration 57Q: 3 clusters Score -405104.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -405109.562500 Penalty: 2701.124512
	Iteration 58Q: 3 clusters Score -405109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -405111.812500 Penalty: 2701.124512
	Iteration 59Q: 3 clusters Score -405111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -405112.312500 Penalty: 2701.124512
	Iteration 60F: 3 clusters Score -405112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -405112.968750 Penalty: 2701.124512
	Iteration 61Q: 3 clusters Score -405113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -405113.312500 Penalty: 2701.124512
	Iteration 62Q: 3 clusters Score -405113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -405113.718750 Penalty: 2701.124512
	Iteration 63Q: 3 clusters Score -405113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -405113.718750 Penalty: 2701.124512
	Iteration 64F: 3 clusters Score -405113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (156613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Entering Unmasked Estep 
Score: -16305636.000000 Penalty: 1943.749023
	Iteration 0F: 2 clusters Score -1.630564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -16204104.000000 Penalty: 3887.498047
	Iteration 0F: 3 clusters Score -1.62041e+07 nChanged 75807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -16249005.000000 Penalty: 3887.498047
	Iteration 1F: 3 clusters Score -1.6249e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -16251083.000000 Penalty: 3887.498047
	Iteration 2Q: 3 clusters Score -1.625108e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -16254784.000000 Penalty: 3887.498047
	Iteration 3F: 3 clusters Score -1.625478e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 102916 members 
Entering Unmasked Estep 
Score: -16261211.000000 Penalty: 3887.498047
	Iteration 4F: 3 clusters Score -1.626121e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 114035 members 
Entering Unmasked Estep 
Score: -16270454.000000 Penalty: 3887.498047
	Iteration 5F: 3 clusters Score -1.627045e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -16281569.000000 Penalty: 3887.498047
	Iteration 6F: 3 clusters Score -1.628157e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 136282 members 
Entering Unmasked Estep 
Score: -16291533.000000 Penalty: 3887.498047
	Iteration 7F: 3 clusters Score -1.629153e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 143280 members 
Entering Unmasked Estep 
Score: -16298371.000000 Penalty: 3887.498047
	Iteration 8Q: 3 clusters Score -1.629837e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -16302284.000000 Penalty: 3887.498047
	Iteration 9Q: 3 clusters Score -1.630228e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -16304165.000000 Penalty: 3887.498047
	Iteration 10Q: 3 clusters Score -1.630416e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 150878 members 
Entering Unmasked Estep 
Score: -16305047.000000 Penalty: 3887.498047
	Iteration 11Q: 3 clusters Score -1.630505e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -16305438.000000 Penalty: 3887.498047
	Iteration 12Q: 3 clusters Score -1.630544e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -16305595.000000 Penalty: 3887.498047
	Iteration 13Q: 3 clusters Score -1.63056e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 152434 members 
Entering Unmasked Estep 
Score: -16305699.000000 Penalty: 3887.498047
	Iteration 14Q: 3 clusters Score -1.63057e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -16305737.000000 Penalty: 3887.498047
	Iteration 15Q: 3 clusters Score -1.630574e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 152856 members 
Entering Unmasked Estep 
Score: -16305729.000000 Penalty: 3887.498047
	Iteration 16Q: 3 clusters Score -1.630573e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -16305664.000000 Penalty: 3887.498047
	Iteration 17Q: 3 clusters Score -1.630566e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -16305679.000000 Penalty: 3887.498047
	Iteration 18Q: 3 clusters Score -1.630568e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -16305668.000000 Penalty: 3887.498047
	Iteration 19Q: 3 clusters Score -1.630567e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 153337 members 
Entering Unmasked Estep 
Score: -16305644.000000 Penalty: 3887.498047
	Iteration 20F: 3 clusters Score -1.630564e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 153404 members 
Entering Unmasked Estep 
Score: -16305645.000000 Penalty: 3887.498047
	Iteration 21Q: 3 clusters Score -1.630564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -16305612.000000 Penalty: 3887.498047
	Iteration 22Q: 3 clusters Score -1.630561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 153508 members 
Entering Unmasked Estep 
Score: -16305630.000000 Penalty: 3887.498047
	Iteration 23Q: 3 clusters Score -1.630563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -16305629.000000 Penalty: 3887.498047
	Iteration 24Q: 3 clusters Score -1.630563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -16305621.000000 Penalty: 3887.498047
	Iteration 25Q: 3 clusters Score -1.630562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -16305598.000000 Penalty: 3887.498047
	Iteration 26Q: 3 clusters Score -1.63056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 153654 members 
Entering Unmasked Estep 
Score: -16305594.000000 Penalty: 3887.498047
	Iteration 27Q: 3 clusters Score -1.630559e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 153691 members 
Entering Unmasked Estep 
Score: -16305572.000000 Penalty: 3887.498047
	Iteration 28Q: 3 clusters Score -1.630557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -16305574.000000 Penalty: 3887.498047
	Iteration 29Q: 3 clusters Score -1.630557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -16305584.000000 Penalty: 3887.498047
	Iteration 30Q: 3 clusters Score -1.630558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 153756 members 
Entering Unmasked Estep 
Score: -16305591.000000 Penalty: 3887.498047
	Iteration 31Q: 3 clusters Score -1.630559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 153770 members 
Entering Unmasked Estep 
Score: -16305604.000000 Penalty: 3887.498047
	Iteration 32Q: 3 clusters Score -1.63056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -16305594.000000 Penalty: 3887.498047
	Iteration 33Q: 3 clusters Score -1.630559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 153806 members 
Entering Unmasked Estep 
Score: -16305586.000000 Penalty: 3887.498047
	Iteration 34Q: 3 clusters Score -1.630559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 153824 members 
Entering Unmasked Estep 
Score: -16305590.000000 Penalty: 3887.498047
	Iteration 35Q: 3 clusters Score -1.630559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -16305599.000000 Penalty: 3887.498047
	Iteration 36Q: 3 clusters Score -1.63056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 153844 members 
Entering Unmasked Estep 
Score: -16305605.000000 Penalty: 3887.498047
	Iteration 37Q: 3 clusters Score -1.63056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -16305596.000000 Penalty: 3887.498047
	Iteration 38Q: 3 clusters Score -1.63056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -16305601.000000 Penalty: 3887.498047
	Iteration 39Q: 3 clusters Score -1.63056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 153862 members 
Entering Unmasked Estep 
Score: -16305610.000000 Penalty: 3887.498047
	Iteration 40F: 3 clusters Score -1.630561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -16305604.000000 Penalty: 3887.498047
	Iteration 41Q: 3 clusters Score -1.63056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -16305589.000000 Penalty: 3887.498047
	Iteration 42Q: 3 clusters Score -1.630559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -16305588.000000 Penalty: 3887.498047
	Iteration 43Q: 3 clusters Score -1.630559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -16305578.000000 Penalty: 3887.498047
	Iteration 44Q: 3 clusters Score -1.630558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 153880 members 
Entering Unmasked Estep 
Score: -16305585.000000 Penalty: 3887.498047
	Iteration 45Q: 3 clusters Score -1.630558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 153880 members 
Entering Unmasked Estep 
Score: -16305585.000000 Penalty: 3887.498047
	Iteration 46F: 3 clusters Score -1.630558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Entering Unmasked Estep 
Score: -904569.562500 Penalty: 1488.516113
	Iteration 0F: 2 clusters Score -904569.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -897805.875000 Penalty: 2977.032227
	Iteration 0F: 3 clusters Score -897805.9 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -900171.062500 Penalty: 2977.032227
	Iteration 1F: 3 clusters Score -900171.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -900553.812500 Penalty: 2977.032227
	Iteration 2F: 3 clusters Score -900553.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -900979.750000 Penalty: 2977.032227
	Iteration 3F: 3 clusters Score -900979.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -901408.437500 Penalty: 2977.032227
	Iteration 4F: 3 clusters Score -901408.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -901752.812500 Penalty: 2977.032227
	Iteration 5F: 3 clusters Score -901752.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -902033.937500 Penalty: 2977.032227
	Iteration 6F: 3 clusters Score -902033.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -902266.125000 Penalty: 2977.032227
	Iteration 7Q: 3 clusters Score -902266.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -902496.187500 Penalty: 2977.032227
	Iteration 8Q: 3 clusters Score -902496.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -902752.750000 Penalty: 2977.032227
	Iteration 9Q: 3 clusters Score -902752.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -903019.187500 Penalty: 2977.032227
	Iteration 10Q: 3 clusters Score -903019.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -903287.937500 Penalty: 2977.032227
	Iteration 11Q: 3 clusters Score -903287.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -903493.187500 Penalty: 2977.032227
	Iteration 12Q: 3 clusters Score -903493.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -903640.062500 Penalty: 2977.032227
	Iteration 13Q: 3 clusters Score -903640.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -903737.875000 Penalty: 2977.032227
	Iteration 14Q: 3 clusters Score -903737.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -903804.250000 Penalty: 2977.032227
	Iteration 15Q: 3 clusters Score -903804.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -903851.000000 Penalty: 2977.032227
	Iteration 16Q: 3 clusters Score -903851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -903875.187500 Penalty: 2977.032227
	Iteration 17Q: 3 clusters Score -903875.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -903895.437500 Penalty: 2977.032227
	Iteration 18Q: 3 clusters Score -903895.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -903908.000000 Penalty: 2977.032227
	Iteration 19Q: 3 clusters Score -903908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -903917.625000 Penalty: 2977.032227
	Iteration 20F: 3 clusters Score -903917.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -903926.062500 Penalty: 2977.032227
	Iteration 21Q: 3 clusters Score -903926.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -903933.437500 Penalty: 2977.032227
	Iteration 22Q: 3 clusters Score -903933.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -903940.062500 Penalty: 2977.032227
	Iteration 23Q: 3 clusters Score -903940.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -903942.437500 Penalty: 2977.032227
	Iteration 24Q: 3 clusters Score -903942.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -903945.812500 Penalty: 2977.032227
	Iteration 25Q: 3 clusters Score -903945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -903945.875000 Penalty: 2977.032227
	Iteration 26Q: 3 clusters Score -903945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -903945.875000 Penalty: 2977.032227
	Iteration 27Q: 3 clusters Score -903945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -903950.250000 Penalty: 2977.032227
	Iteration 28Q: 3 clusters Score -903950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -903952.875000 Penalty: 2977.032227
	Iteration 29Q: 3 clusters Score -903952.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -903955.125000 Penalty: 2977.032227
	Iteration 30Q: 3 clusters Score -903955.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -903956.437500 Penalty: 2977.032227
	Iteration 31Q: 3 clusters Score -903956.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -903959.062500 Penalty: 2977.032227
	Iteration 32Q: 3 clusters Score -903959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -903965.250000 Penalty: 2977.032227
	Iteration 33Q: 3 clusters Score -903965.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -903968.937500 Penalty: 2977.032227
	Iteration 34Q: 3 clusters Score -903968.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -903969.937500 Penalty: 2977.032227
	Iteration 35Q: 3 clusters Score -903969.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -903974.187500 Penalty: 2977.032227
	Iteration 36Q: 3 clusters Score -903974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -903975.812500 Penalty: 2977.032227
	Iteration 37Q: 3 clusters Score -903975.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -903981.625000 Penalty: 2977.032227
	Iteration 38Q: 3 clusters Score -903981.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -903985.937500 Penalty: 2977.032227
	Iteration 39Q: 3 clusters Score -903985.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -903987.937500 Penalty: 2977.032227
	Iteration 40F: 3 clusters Score -903987.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -903992.187500 Penalty: 2977.032227
	Iteration 41Q: 3 clusters Score -903992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -903995.812500 Penalty: 2977.032227
	Iteration 42Q: 3 clusters Score -903995.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -903994.000000 Penalty: 2977.032227
	Iteration 43Q: 3 clusters Score -903994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -903997.375000 Penalty: 2977.032227
	Iteration 44Q: 3 clusters Score -903997.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -904000.562500 Penalty: 2977.032227
	Iteration 45Q: 3 clusters Score -904000.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -904006.875000 Penalty: 2977.032227
	Iteration 46Q: 3 clusters Score -904006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -904010.500000 Penalty: 2977.032227
	Iteration 47Q: 3 clusters Score -904010.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -904014.062500 Penalty: 2977.032227
	Iteration 48Q: 3 clusters Score -904014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -904015.187500 Penalty: 2977.032227
	Iteration 49Q: 3 clusters Score -904015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -904017.687500 Penalty: 2977.032227
	Iteration 50Q: 3 clusters Score -904017.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -904022.937500 Penalty: 2977.032227
	Iteration 51Q: 3 clusters Score -904022.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -904022.875000 Penalty: 2977.032227
	Iteration 52Q: 3 clusters Score -904022.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -904024.062500 Penalty: 2977.032227
	Iteration 53Q: 3 clusters Score -904024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -904026.437500 Penalty: 2977.032227
	Iteration 54Q: 3 clusters Score -904026.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -904029.250000 Penalty: 2977.032227
	Iteration 55Q: 3 clusters Score -904029.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -904035.062500 Penalty: 2977.032227
	Iteration 56Q: 3 clusters Score -904035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -904037.562500 Penalty: 2977.032227
	Iteration 57Q: 3 clusters Score -904037.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -904042.000000 Penalty: 2977.032227
	Iteration 58Q: 3 clusters Score -904042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -904044.250000 Penalty: 2977.032227
	Iteration 59Q: 3 clusters Score -904044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -904047.375000 Penalty: 2977.032227
	Iteration 60F: 3 clusters Score -904047.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -904053.125000 Penalty: 2977.032227
	Iteration 61Q: 3 clusters Score -904053.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -904056.937500 Penalty: 2977.032227
	Iteration 62Q: 3 clusters Score -904056.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -904068.187500 Penalty: 2977.032227
	Iteration 63Q: 3 clusters Score -904068.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -904078.375000 Penalty: 2977.032227
	Iteration 64Q: 3 clusters Score -904078.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -904088.375000 Penalty: 2977.032227
	Iteration 65Q: 3 clusters Score -904088.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -904106.312500 Penalty: 2977.032227
	Iteration 66Q: 3 clusters Score -904106.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -904126.437500 Penalty: 2977.032227
	Iteration 67Q: 3 clusters Score -904126.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -904145.187500 Penalty: 2977.032227
	Iteration 68Q: 3 clusters Score -904145.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -904165.062500 Penalty: 2977.032227
	Iteration 69Q: 3 clusters Score -904165.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -904185.687500 Penalty: 2977.032227
	Iteration 70Q: 3 clusters Score -904185.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -904202.875000 Penalty: 2977.032227
	Iteration 71Q: 3 clusters Score -904202.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -904225.125000 Penalty: 2977.032227
	Iteration 72Q: 3 clusters Score -904225.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -904241.750000 Penalty: 2977.032227
	Iteration 73Q: 3 clusters Score -904241.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -904254.187500 Penalty: 2977.032227
	Iteration 74Q: 3 clusters Score -904254.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -904272.875000 Penalty: 2977.032227
	Iteration 75Q: 3 clusters Score -904272.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -904293.937500 Penalty: 2977.032227
	Iteration 76Q: 3 clusters Score -904293.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -904321.500000 Penalty: 2977.032227
	Iteration 77Q: 3 clusters Score -904321.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -904337.000000 Penalty: 2977.032227
	Iteration 78Q: 3 clusters Score -904337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -904350.937500 Penalty: 2977.032227
	Iteration 79Q: 3 clusters Score -904350.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -904364.187500 Penalty: 2977.032227
	Iteration 80F: 3 clusters Score -904364.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -904372.437500 Penalty: 2977.032227
	Iteration 81Q: 3 clusters Score -904372.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -904380.750000 Penalty: 2977.032227
	Iteration 82Q: 3 clusters Score -904380.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -904383.937500 Penalty: 2977.032227
	Iteration 83Q: 3 clusters Score -904383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -904386.062500 Penalty: 2977.032227
	Iteration 84Q: 3 clusters Score -904386.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -904390.000000 Penalty: 2977.032227
	Iteration 85Q: 3 clusters Score -904390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -904391.937500 Penalty: 2977.032227
	Iteration 86Q: 3 clusters Score -904391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -904394.312500 Penalty: 2977.032227
	Iteration 87Q: 3 clusters Score -904394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -904394.562500 Penalty: 2977.032227
	Iteration 88Q: 3 clusters Score -904394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -904396.562500 Penalty: 2977.032227
	Iteration 89Q: 3 clusters Score -904396.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -904397.875000 Penalty: 2977.032227
	Iteration 90Q: 3 clusters Score -904397.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -904399.750000 Penalty: 2977.032227
	Iteration 91Q: 3 clusters Score -904399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -904400.312500 Penalty: 2977.032227
	Iteration 92Q: 3 clusters Score -904400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -904407.875000 Penalty: 2977.032227
	Iteration 93Q: 3 clusters Score -904407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -904410.062500 Penalty: 2977.032227
	Iteration 94Q: 3 clusters Score -904410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -904407.562500 Penalty: 2977.032227
	Iteration 95Q: 3 clusters Score -904407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -904410.875000 Penalty: 2977.032227
	Iteration 96Q: 3 clusters Score -904410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -904411.062500 Penalty: 2977.032227
	Iteration 97Q: 3 clusters Score -904411.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -904412.250000 Penalty: 2977.032227
	Iteration 98Q: 3 clusters Score -904412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -904413.250000 Penalty: 2977.032227
	Iteration 99Q: 3 clusters Score -904413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -904415.750000 Penalty: 2977.032227
	Iteration 100F: 3 clusters Score -904415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -904416.625000 Penalty: 2977.032227
	Iteration 101Q: 3 clusters Score -904416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -904420.937500 Penalty: 2977.032227
	Iteration 102Q: 3 clusters Score -904420.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -904422.687500 Penalty: 2977.032227
	Iteration 103Q: 3 clusters Score -904422.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -904426.500000 Penalty: 2977.032227
	Iteration 104Q: 3 clusters Score -904426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -904426.437500 Penalty: 2977.032227
	Iteration 105Q: 3 clusters Score -904426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -904425.375000 Penalty: 2977.032227
	Iteration 106Q: 3 clusters Score -904425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -904426.312500 Penalty: 2977.032227
	Iteration 107Q: 3 clusters Score -904426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -904426.312500 Penalty: 2977.032227
	Iteration 108F: 3 clusters Score -904426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Entering Unmasked Estep 
Score: -646727.875000 Penalty: 1415.422119
	Iteration 0F: 2 clusters Score -646727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -642114.375000 Penalty: 2830.844238
	Iteration 0F: 3 clusters Score -642114.4 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -643472.875000 Penalty: 2830.844238
	Iteration 1F: 3 clusters Score -643472.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -643769.875000 Penalty: 2830.844238
	Iteration 2F: 3 clusters Score -643769.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -644094.687500 Penalty: 2830.844238
	Iteration 3F: 3 clusters Score -644094.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -644446.687500 Penalty: 2830.844238
	Iteration 4F: 3 clusters Score -644446.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -644777.437500 Penalty: 2830.844238
	Iteration 5F: 3 clusters Score -644777.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -645063.187500 Penalty: 2830.844238
	Iteration 6F: 3 clusters Score -645063.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -645293.000000 Penalty: 2830.844238
	Iteration 7F: 3 clusters Score -645293 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -645479.750000 Penalty: 2830.844238
	Iteration 8F: 3 clusters Score -645479.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -645610.062500 Penalty: 2830.844238
	Iteration 9Q: 3 clusters Score -645610.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -645704.687500 Penalty: 2830.844238
	Iteration 10Q: 3 clusters Score -645704.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -645777.562500 Penalty: 2830.844238
	Iteration 11Q: 3 clusters Score -645777.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -645831.437500 Penalty: 2830.844238
	Iteration 12Q: 3 clusters Score -645831.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -645873.625000 Penalty: 2830.844238
	Iteration 13Q: 3 clusters Score -645873.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -645905.750000 Penalty: 2830.844238
	Iteration 14Q: 3 clusters Score -645905.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -645932.000000 Penalty: 2830.844238
	Iteration 15Q: 3 clusters Score -645932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -645949.250000 Penalty: 2830.844238
	Iteration 16Q: 3 clusters Score -645949.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -645970.625000 Penalty: 2830.844238
	Iteration 17Q: 3 clusters Score -645970.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -645985.750000 Penalty: 2830.844238
	Iteration 18Q: 3 clusters Score -645985.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -645997.875000 Penalty: 2830.844238
	Iteration 19Q: 3 clusters Score -645997.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -646008.000000 Penalty: 2830.844238
	Iteration 20F: 3 clusters Score -646008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -646017.312500 Penalty: 2830.844238
	Iteration 21Q: 3 clusters Score -646017.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -646026.312500 Penalty: 2830.844238
	Iteration 22Q: 3 clusters Score -646026.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -646038.187500 Penalty: 2830.844238
	Iteration 23Q: 3 clusters Score -646038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -646045.125000 Penalty: 2830.844238
	Iteration 24Q: 3 clusters Score -646045.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -646051.625000 Penalty: 2830.844238
	Iteration 25Q: 3 clusters Score -646051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -646056.875000 Penalty: 2830.844238
	Iteration 26Q: 3 clusters Score -646056.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -646062.375000 Penalty: 2830.844238
	Iteration 27Q: 3 clusters Score -646062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -646067.000000 Penalty: 2830.844238
	Iteration 28Q: 3 clusters Score -646067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -646070.125000 Penalty: 2830.844238
	Iteration 29Q: 3 clusters Score -646070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -646071.375000 Penalty: 2830.844238
	Iteration 30Q: 3 clusters Score -646071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -646073.062500 Penalty: 2830.844238
	Iteration 31Q: 3 clusters Score -646073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -646075.312500 Penalty: 2830.844238
	Iteration 32Q: 3 clusters Score -646075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -646075.937500 Penalty: 2830.844238
	Iteration 33Q: 3 clusters Score -646075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -646077.937500 Penalty: 2830.844238
	Iteration 34Q: 3 clusters Score -646077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -646080.000000 Penalty: 2830.844238
	Iteration 35Q: 3 clusters Score -646080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -646081.750000 Penalty: 2830.844238
	Iteration 36Q: 3 clusters Score -646081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -646082.625000 Penalty: 2830.844238
	Iteration 37Q: 3 clusters Score -646082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -646082.625000 Penalty: 2830.844238
	Iteration 38F: 3 clusters Score -646082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Entering Unmasked Estep 
Score: -10072924.000000 Penalty: 1864.384277
	Iteration 0F: 2 clusters Score -1.007292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -10008682.000000 Penalty: 3728.768555
	Iteration 0F: 3 clusters Score -1.000868e+07 nChanged 45784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -10034944.000000 Penalty: 3728.768555
	Iteration 1F: 3 clusters Score -1.003494e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -10035578.000000 Penalty: 3728.768555
	Iteration 2Q: 3 clusters Score -1.003558e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -10036284.000000 Penalty: 3728.768555
	Iteration 3Q: 3 clusters Score -1.003628e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -10037117.000000 Penalty: 3728.768555
	Iteration 4Q: 3 clusters Score -1.003712e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -10038160.000000 Penalty: 3728.768555
	Iteration 5Q: 3 clusters Score -1.003816e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -10039519.000000 Penalty: 3728.768555
	Iteration 6Q: 3 clusters Score -1.003952e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -10041063.000000 Penalty: 3728.768555
	Iteration 7Q: 3 clusters Score -1.004106e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -10043445.000000 Penalty: 3728.768555
	Iteration 8F: 3 clusters Score -1.004344e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -10046554.000000 Penalty: 3728.768555
	Iteration 9F: 3 clusters Score -1.004655e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -10050814.000000 Penalty: 3728.768555
	Iteration 10F: 3 clusters Score -1.005081e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10055787.000000 Penalty: 3728.768555
	Iteration 11F: 3 clusters Score -1.005579e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10060563.000000 Penalty: 3728.768555
	Iteration 12F: 3 clusters Score -1.006056e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -10064264.000000 Penalty: 3728.768555
	Iteration 13Q: 3 clusters Score -1.006426e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -10066894.000000 Penalty: 3728.768555
	Iteration 14Q: 3 clusters Score -1.006689e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -10068593.000000 Penalty: 3728.768555
	Iteration 15Q: 3 clusters Score -1.006859e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 93398 members 
Entering Unmasked Estep 
Score: -10069578.000000 Penalty: 3728.768555
	Iteration 16Q: 3 clusters Score -1.006958e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -10070214.000000 Penalty: 3728.768555
	Iteration 17Q: 3 clusters Score -1.007021e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -10070668.000000 Penalty: 3728.768555
	Iteration 18Q: 3 clusters Score -1.007067e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -10070880.000000 Penalty: 3728.768555
	Iteration 19Q: 3 clusters Score -1.007088e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -10071006.000000 Penalty: 3728.768555
	Iteration 20F: 3 clusters Score -1.007101e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -10071095.000000 Penalty: 3728.768555
	Iteration 21Q: 3 clusters Score -1.00711e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -10071170.000000 Penalty: 3728.768555
	Iteration 22Q: 3 clusters Score -1.007117e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -10071264.000000 Penalty: 3728.768555
	Iteration 23Q: 3 clusters Score -1.007126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -10071320.000000 Penalty: 3728.768555
	Iteration 24Q: 3 clusters Score -1.007132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -10071348.000000 Penalty: 3728.768555
	Iteration 25Q: 3 clusters Score -1.007135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -10071357.000000 Penalty: 3728.768555
	Iteration 26Q: 3 clusters Score -1.007136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -10071362.000000 Penalty: 3728.768555
	Iteration 27Q: 3 clusters Score -1.007136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -10071393.000000 Penalty: 3728.768555
	Iteration 28Q: 3 clusters Score -1.007139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 95569 members 
Entering Unmasked Estep 
Score: -10071431.000000 Penalty: 3728.768555
	Iteration 29Q: 3 clusters Score -1.007143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -10071457.000000 Penalty: 3728.768555
	Iteration 30Q: 3 clusters Score -1.007146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -10071461.000000 Penalty: 3728.768555
	Iteration 31Q: 3 clusters Score -1.007146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -10071474.000000 Penalty: 3728.768555
	Iteration 32Q: 3 clusters Score -1.007147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -10071480.000000 Penalty: 3728.768555
	Iteration 33Q: 3 clusters Score -1.007148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -10071483.000000 Penalty: 3728.768555
	Iteration 34Q: 3 clusters Score -1.007148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -10071488.000000 Penalty: 3728.768555
	Iteration 35Q: 3 clusters Score -1.007149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -10071492.000000 Penalty: 3728.768555
	Iteration 36Q: 3 clusters Score -1.007149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -10071506.000000 Penalty: 3728.768555
	Iteration 37Q: 3 clusters Score -1.007151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -10071513.000000 Penalty: 3728.768555
	Iteration 38Q: 3 clusters Score -1.007151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -10071531.000000 Penalty: 3728.768555
	Iteration 39Q: 3 clusters Score -1.007153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -10071541.000000 Penalty: 3728.768555
	Iteration 40F: 3 clusters Score -1.007154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10071545.000000 Penalty: 3728.768555
	Iteration 41Q: 3 clusters Score -1.007154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -10071549.000000 Penalty: 3728.768555
	Iteration 42Q: 3 clusters Score -1.007155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -10071560.000000 Penalty: 3728.768555
	Iteration 43Q: 3 clusters Score -1.007156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -10071563.000000 Penalty: 3728.768555
	Iteration 44Q: 3 clusters Score -1.007156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10071561.000000 Penalty: 3728.768555
	Iteration 45Q: 3 clusters Score -1.007156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -10071556.000000 Penalty: 3728.768555
	Iteration 46Q: 3 clusters Score -1.007156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -10071550.000000 Penalty: 3728.768555
	Iteration 47Q: 3 clusters Score -1.007155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -10071550.000000 Penalty: 3728.768555
	Iteration 48Q: 3 clusters Score -1.007155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10071561.000000 Penalty: 3728.768555
	Iteration 49Q: 3 clusters Score -1.007156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10071567.000000 Penalty: 3728.768555
	Iteration 50Q: 3 clusters Score -1.007157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10071569.000000 Penalty: 3728.768555
	Iteration 51Q: 3 clusters Score -1.007157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -10071569.000000 Penalty: 3728.768555
	Iteration 52F: 3 clusters Score -1.007157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Entering Unmasked Estep 
Score: -1043398.000000 Penalty: 1515.805542
	Iteration 0F: 2 clusters Score -1043398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1035362.562500 Penalty: 3031.611084
	Iteration 0F: 3 clusters Score -1035363 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1038210.500000 Penalty: 3031.611084
	Iteration 1F: 3 clusters Score -1038210 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1038877.687500 Penalty: 3031.611084
	Iteration 2F: 3 clusters Score -1038878 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1039590.750000 Penalty: 3031.611084
	Iteration 3F: 3 clusters Score -1039591 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1040245.375000 Penalty: 3031.611084
	Iteration 4F: 3 clusters Score -1040245 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1040801.375000 Penalty: 3031.611084
	Iteration 5F: 3 clusters Score -1040801 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1041171.875000 Penalty: 3031.611084
	Iteration 6F: 3 clusters Score -1041172 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1041437.125000 Penalty: 3031.611084
	Iteration 7Q: 3 clusters Score -1041437 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1041645.312500 Penalty: 3031.611084
	Iteration 8Q: 3 clusters Score -1041645 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1041800.312500 Penalty: 3031.611084
	Iteration 9Q: 3 clusters Score -1041800 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1041886.875000 Penalty: 3031.611084
	Iteration 10Q: 3 clusters Score -1041887 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1041965.062500 Penalty: 3031.611084
	Iteration 11Q: 3 clusters Score -1041965 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1042039.562500 Penalty: 3031.611084
	Iteration 12Q: 3 clusters Score -1042040 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1042096.750000 Penalty: 3031.611084
	Iteration 13Q: 3 clusters Score -1042097 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1042148.125000 Penalty: 3031.611084
	Iteration 14Q: 3 clusters Score -1042148 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1042199.375000 Penalty: 3031.611084
	Iteration 15Q: 3 clusters Score -1042199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1042274.625000 Penalty: 3031.611084
	Iteration 16Q: 3 clusters Score -1042275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1042336.750000 Penalty: 3031.611084
	Iteration 17Q: 3 clusters Score -1042337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1042398.375000 Penalty: 3031.611084
	Iteration 18Q: 3 clusters Score -1042398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1042459.937500 Penalty: 3031.611084
	Iteration 19Q: 3 clusters Score -1042460 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1042527.125000 Penalty: 3031.611084
	Iteration 20F: 3 clusters Score -1042527 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1042588.250000 Penalty: 3031.611084
	Iteration 21Q: 3 clusters Score -1042588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1042640.312500 Penalty: 3031.611084
	Iteration 22Q: 3 clusters Score -1042640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1042687.937500 Penalty: 3031.611084
	Iteration 23Q: 3 clusters Score -1042688 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1042723.062500 Penalty: 3031.611084
	Iteration 24Q: 3 clusters Score -1042723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1042752.125000 Penalty: 3031.611084
	Iteration 25Q: 3 clusters Score -1042752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1042782.312500 Penalty: 3031.611084
	Iteration 26Q: 3 clusters Score -1042782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1042808.375000 Penalty: 3031.611084
	Iteration 27Q: 3 clusters Score -1042808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1042834.062500 Penalty: 3031.611084
	Iteration 28Q: 3 clusters Score -1042834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1042853.687500 Penalty: 3031.611084
	Iteration 29Q: 3 clusters Score -1042854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1042870.187500 Penalty: 3031.611084
	Iteration 30Q: 3 clusters Score -1042870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1042885.812500 Penalty: 3031.611084
	Iteration 31Q: 3 clusters Score -1042886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1042889.750000 Penalty: 3031.611084
	Iteration 32Q: 3 clusters Score -1042890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1042896.250000 Penalty: 3031.611084
	Iteration 33Q: 3 clusters Score -1042896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1042906.687500 Penalty: 3031.611084
	Iteration 34Q: 3 clusters Score -1042907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1042916.437500 Penalty: 3031.611084
	Iteration 35Q: 3 clusters Score -1042916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1042925.625000 Penalty: 3031.611084
	Iteration 36Q: 3 clusters Score -1042926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1042935.687500 Penalty: 3031.611084
	Iteration 37Q: 3 clusters Score -1042936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1042945.437500 Penalty: 3031.611084
	Iteration 38Q: 3 clusters Score -1042945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1042952.062500 Penalty: 3031.611084
	Iteration 39Q: 3 clusters Score -1042952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1042956.687500 Penalty: 3031.611084
	Iteration 40F: 3 clusters Score -1042957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1042961.750000 Penalty: 3031.611084
	Iteration 41Q: 3 clusters Score -1042962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1042968.062500 Penalty: 3031.611084
	Iteration 42Q: 3 clusters Score -1042968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1042971.687500 Penalty: 3031.611084
	Iteration 43Q: 3 clusters Score -1042972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1042973.687500 Penalty: 3031.611084
	Iteration 44Q: 3 clusters Score -1042974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1042976.312500 Penalty: 3031.611084
	Iteration 45Q: 3 clusters Score -1042976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1042977.625000 Penalty: 3031.611084
	Iteration 46Q: 3 clusters Score -1042978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1042977.312500 Penalty: 3031.611084
	Iteration 47Q: 3 clusters Score -1042977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1042978.562500 Penalty: 3031.611084
	Iteration 48Q: 3 clusters Score -1042979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1042979.312500 Penalty: 3031.611084
	Iteration 49Q: 3 clusters Score -1042979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1042978.250000 Penalty: 3031.611084
	Iteration 50Q: 3 clusters Score -1042978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1042980.125000 Penalty: 3031.611084
	Iteration 51Q: 3 clusters Score -1042980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1042984.000000 Penalty: 3031.611084
	Iteration 52Q: 3 clusters Score -1042984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1042984.062500 Penalty: 3031.611084
	Iteration 53Q: 3 clusters Score -1042984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1042984.312500 Penalty: 3031.611084
	Iteration 54Q: 3 clusters Score -1042984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1042983.375000 Penalty: 3031.611084
	Iteration 55Q: 3 clusters Score -1042983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1042982.875000 Penalty: 3031.611084
	Iteration 56Q: 3 clusters Score -1042983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1042985.312500 Penalty: 3031.611084
	Iteration 57Q: 3 clusters Score -1042985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1042984.750000 Penalty: 3031.611084
	Iteration 58Q: 3 clusters Score -1042985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1042986.125000 Penalty: 3031.611084
	Iteration 59Q: 3 clusters Score -1042986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1042985.187500 Penalty: 3031.611084
	Iteration 60F: 3 clusters Score -1042985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1042984.625000 Penalty: 3031.611084
	Iteration 61Q: 3 clusters Score -1042985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1042983.937500 Penalty: 3031.611084
	Iteration 62Q: 3 clusters Score -1042984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1042983.750000 Penalty: 3031.611084
	Iteration 63Q: 3 clusters Score -1042984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1042984.812500 Penalty: 3031.611084
	Iteration 64Q: 3 clusters Score -1042985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1042985.312500 Penalty: 3031.611084
	Iteration 65Q: 3 clusters Score -1042985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1042985.687500 Penalty: 3031.611084
	Iteration 66Q: 3 clusters Score -1042986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1042986.812500 Penalty: 3031.611084
	Iteration 67Q: 3 clusters Score -1042987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1042986.875000 Penalty: 3031.611084
	Iteration 68Q: 3 clusters Score -1042987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1042986.250000 Penalty: 3031.611084
	Iteration 69Q: 3 clusters Score -1042986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1042987.125000 Penalty: 3031.611084
	Iteration 70Q: 3 clusters Score -1042987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1042989.937500 Penalty: 3031.611084
	Iteration 71Q: 3 clusters Score -1042990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1042990.875000 Penalty: 3031.611084
	Iteration 72Q: 3 clusters Score -1042991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1042990.125000 Penalty: 3031.611084
	Iteration 73Q: 3 clusters Score -1042990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1042989.875000 Penalty: 3031.611084
	Iteration 74Q: 3 clusters Score -1042990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1042990.375000 Penalty: 3031.611084
	Iteration 75Q: 3 clusters Score -1042990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1042992.687500 Penalty: 3031.611084
	Iteration 76Q: 3 clusters Score -1042993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1042991.250000 Penalty: 3031.611084
	Iteration 77Q: 3 clusters Score -1042991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1042991.000000 Penalty: 3031.611084
	Iteration 78Q: 3 clusters Score -1042991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1042993.375000 Penalty: 3031.611084
	Iteration 79Q: 3 clusters Score -1042993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1042990.812500 Penalty: 3031.611084
	Iteration 80F: 3 clusters Score -1042991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1042992.625000 Penalty: 3031.611084
	Iteration 81Q: 3 clusters Score -1042993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1042992.625000 Penalty: 3031.611084
	Iteration 82F: 3 clusters Score -1042993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Entering Unmasked Estep 
Score: -3031739.250000 Penalty: 1670.896118
	Iteration 0F: 2 clusters Score -3031739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3012079.000000 Penalty: 3341.792236
	Iteration 0F: 3 clusters Score -3012079 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3019569.750000 Penalty: 3341.792236
	Iteration 1F: 3 clusters Score -3019570 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3019939.500000 Penalty: 3341.792236
	Iteration 2Q: 3 clusters Score -3019940 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3020279.000000 Penalty: 3341.792236
	Iteration 3Q: 3 clusters Score -3020279 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3020598.500000 Penalty: 3341.792236
	Iteration 4Q: 3 clusters Score -3020598 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3020964.250000 Penalty: 3341.792236
	Iteration 5Q: 3 clusters Score -3020964 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3021372.000000 Penalty: 3341.792236
	Iteration 6Q: 3 clusters Score -3021372 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3021917.250000 Penalty: 3341.792236
	Iteration 7Q: 3 clusters Score -3021917 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3022585.750000 Penalty: 3341.792236
	Iteration 8Q: 3 clusters Score -3022586 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3023450.500000 Penalty: 3341.792236
	Iteration 9F: 3 clusters Score -3023450 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3024635.500000 Penalty: 3341.792236
	Iteration 10F: 3 clusters Score -3024636 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3025995.000000 Penalty: 3341.792236
	Iteration 11F: 3 clusters Score -3025995 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3027304.750000 Penalty: 3341.792236
	Iteration 12F: 3 clusters Score -3027305 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3028418.500000 Penalty: 3341.792236
	Iteration 13Q: 3 clusters Score -3028418 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3029185.750000 Penalty: 3341.792236
	Iteration 14Q: 3 clusters Score -3029186 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3029692.750000 Penalty: 3341.792236
	Iteration 15Q: 3 clusters Score -3029693 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3029949.000000 Penalty: 3341.792236
	Iteration 16Q: 3 clusters Score -3029949 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3030088.000000 Penalty: 3341.792236
	Iteration 17Q: 3 clusters Score -3030088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3030182.750000 Penalty: 3341.792236
	Iteration 18Q: 3 clusters Score -3030183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3030225.750000 Penalty: 3341.792236
	Iteration 19Q: 3 clusters Score -3030226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3030250.750000 Penalty: 3341.792236
	Iteration 20F: 3 clusters Score -3030251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3030265.750000 Penalty: 3341.792236
	Iteration 21Q: 3 clusters Score -3030266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3030273.750000 Penalty: 3341.792236
	Iteration 22Q: 3 clusters Score -3030274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3030281.000000 Penalty: 3341.792236
	Iteration 23Q: 3 clusters Score -3030281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3030284.250000 Penalty: 3341.792236
	Iteration 24Q: 3 clusters Score -3030284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3030290.250000 Penalty: 3341.792236
	Iteration 25Q: 3 clusters Score -3030290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3030294.500000 Penalty: 3341.792236
	Iteration 26Q: 3 clusters Score -3030294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3030302.250000 Penalty: 3341.792236
	Iteration 27Q: 3 clusters Score -3030302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3030306.750000 Penalty: 3341.792236
	Iteration 28Q: 3 clusters Score -3030307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3030308.750000 Penalty: 3341.792236
	Iteration 29Q: 3 clusters Score -3030309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3030312.750000 Penalty: 3341.792236
	Iteration 30Q: 3 clusters Score -3030313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3030312.750000 Penalty: 3341.792236
	Iteration 31Q: 3 clusters Score -3030313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3030319.000000 Penalty: 3341.792236
	Iteration 32Q: 3 clusters Score -3030319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -3030323.750000 Penalty: 3341.792236
	Iteration 33Q: 3 clusters Score -3030324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3030323.500000 Penalty: 3341.792236
	Iteration 34Q: 3 clusters Score -3030324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3030328.500000 Penalty: 3341.792236
	Iteration 35Q: 3 clusters Score -3030328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3030339.000000 Penalty: 3341.792236
	Iteration 36Q: 3 clusters Score -3030339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3030339.000000 Penalty: 3341.792236
	Iteration 37Q: 3 clusters Score -3030339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3030339.250000 Penalty: 3341.792236
	Iteration 38Q: 3 clusters Score -3030339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3030341.250000 Penalty: 3341.792236
	Iteration 39Q: 3 clusters Score -3030341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3030341.000000 Penalty: 3341.792236
	Iteration 40F: 3 clusters Score -3030341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3030342.750000 Penalty: 3341.792236
	Iteration 41Q: 3 clusters Score -3030343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3030342.750000 Penalty: 3341.792236
	Iteration 42Q: 3 clusters Score -3030343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3030344.000000 Penalty: 3341.792236
	Iteration 43Q: 3 clusters Score -3030344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3030345.000000 Penalty: 3341.792236
	Iteration 44Q: 3 clusters Score -3030345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3030345.000000 Penalty: 3341.792236
	Iteration 45F: 3 clusters Score -3030345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (122329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122329 members 
Entering Unmasked Estep 
Score: -12767982.000000 Penalty: 1903.601196
	Iteration 0F: 2 clusters Score -1.276798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -12686131.000000 Penalty: 3807.202393
	Iteration 0F: 3 clusters Score -1.268613e+07 nChanged 58664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -12720787.000000 Penalty: 3807.202393
	Iteration 1F: 3 clusters Score -1.272079e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -12722255.000000 Penalty: 3807.202393
	Iteration 2Q: 3 clusters Score -1.272226e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -12723965.000000 Penalty: 3807.202393
	Iteration 3Q: 3 clusters Score -1.272396e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -12726467.000000 Penalty: 3807.202393
	Iteration 4Q: 3 clusters Score -1.272647e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -12729765.000000 Penalty: 3807.202393
	Iteration 5F: 3 clusters Score -1.272976e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -12733502.000000 Penalty: 3807.202393
	Iteration 6F: 3 clusters Score -1.27335e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -12737345.000000 Penalty: 3807.202393
	Iteration 7F: 3 clusters Score -1.273734e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -12740790.000000 Penalty: 3807.202393
	Iteration 8F: 3 clusters Score -1.274079e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -12743596.000000 Penalty: 3807.202393
	Iteration 9Q: 3 clusters Score -1.27436e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -12746213.000000 Penalty: 3807.202393
	Iteration 10Q: 3 clusters Score -1.274621e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -12749090.000000 Penalty: 3807.202393
	Iteration 11Q: 3 clusters Score -1.274909e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -12752079.000000 Penalty: 3807.202393
	Iteration 12Q: 3 clusters Score -1.275208e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -12755266.000000 Penalty: 3807.202393
	Iteration 13Q: 3 clusters Score -1.275527e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -12758432.000000 Penalty: 3807.202393
	Iteration 14Q: 3 clusters Score -1.275843e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -12760936.000000 Penalty: 3807.202393
	Iteration 15Q: 3 clusters Score -1.276094e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -12762944.000000 Penalty: 3807.202393
	Iteration 16Q: 3 clusters Score -1.276294e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 115629 members 
Entering Unmasked Estep 
Score: -12764307.000000 Penalty: 3807.202393
	Iteration 17Q: 3 clusters Score -1.276431e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 117273 members 
Entering Unmasked Estep 
Score: -12765145.000000 Penalty: 3807.202393
	Iteration 18Q: 3 clusters Score -1.276514e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -12765633.000000 Penalty: 3807.202393
	Iteration 19Q: 3 clusters Score -1.276563e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -12765935.000000 Penalty: 3807.202393
	Iteration 20F: 3 clusters Score -1.276594e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -12766208.000000 Penalty: 3807.202393
	Iteration 21Q: 3 clusters Score -1.276621e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -12766365.000000 Penalty: 3807.202393
	Iteration 22Q: 3 clusters Score -1.276636e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -12766486.000000 Penalty: 3807.202393
	Iteration 23Q: 3 clusters Score -1.276649e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -12766572.000000 Penalty: 3807.202393
	Iteration 24Q: 3 clusters Score -1.276657e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -12766602.000000 Penalty: 3807.202393
	Iteration 25Q: 3 clusters Score -1.27666e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -12766632.000000 Penalty: 3807.202393
	Iteration 26Q: 3 clusters Score -1.276663e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 120792 members 
Entering Unmasked Estep 
Score: -12766692.000000 Penalty: 3807.202393
	Iteration 27Q: 3 clusters Score -1.276669e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -12766705.000000 Penalty: 3807.202393
	Iteration 28Q: 3 clusters Score -1.27667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 120910 members 
Entering Unmasked Estep 
Score: -12766714.000000 Penalty: 3807.202393
	Iteration 29Q: 3 clusters Score -1.276671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 120937 members 
Entering Unmasked Estep 
Score: -12766715.000000 Penalty: 3807.202393
	Iteration 30Q: 3 clusters Score -1.276672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 120955 members 
Entering Unmasked Estep 
Score: -12766721.000000 Penalty: 3807.202393
	Iteration 31Q: 3 clusters Score -1.276672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 120971 members 
Entering Unmasked Estep 
Score: -12766717.000000 Penalty: 3807.202393
	Iteration 32Q: 3 clusters Score -1.276672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -12766724.000000 Penalty: 3807.202393
	Iteration 33Q: 3 clusters Score -1.276672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 120999 members 
Entering Unmasked Estep 
Score: -12766732.000000 Penalty: 3807.202393
	Iteration 34Q: 3 clusters Score -1.276673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -12766733.000000 Penalty: 3807.202393
	Iteration 35Q: 3 clusters Score -1.276673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -12766737.000000 Penalty: 3807.202393
	Iteration 36Q: 3 clusters Score -1.276674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -12766743.000000 Penalty: 3807.202393
	Iteration 37Q: 3 clusters Score -1.276674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 121022 members 
Entering Unmasked Estep 
Score: -12766744.000000 Penalty: 3807.202393
	Iteration 38Q: 3 clusters Score -1.276674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -12766748.000000 Penalty: 3807.202393
	Iteration 39Q: 3 clusters Score -1.276675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 121031 members 
Entering Unmasked Estep 
Score: -12766756.000000 Penalty: 3807.202393
	Iteration 40F: 3 clusters Score -1.276676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -12766755.000000 Penalty: 3807.202393
	Iteration 41Q: 3 clusters Score -1.276676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -12766765.000000 Penalty: 3807.202393
	Iteration 42Q: 3 clusters Score -1.276676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -12766756.000000 Penalty: 3807.202393
	Iteration 43Q: 3 clusters Score -1.276676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -12766761.000000 Penalty: 3807.202393
	Iteration 44Q: 3 clusters Score -1.276676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 121050 members 
Entering Unmasked Estep 
Score: -12766761.000000 Penalty: 3807.202393
	Iteration 45Q: 3 clusters Score -1.276676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -12766754.000000 Penalty: 3807.202393
	Iteration 46Q: 3 clusters Score -1.276675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 121051 members 
Entering Unmasked Estep 
Score: -12766758.000000 Penalty: 3807.202393
	Iteration 47Q: 3 clusters Score -1.276676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -12766758.000000 Penalty: 3807.202393
	Iteration 48Q: 3 clusters Score -1.276676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -12766762.000000 Penalty: 3807.202393
	Iteration 49Q: 3 clusters Score -1.276676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 121062 members 
Entering Unmasked Estep 
Score: -12766763.000000 Penalty: 3807.202393
	Iteration 50Q: 3 clusters Score -1.276676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 121068 members 
Entering Unmasked Estep 
Score: -12766765.000000 Penalty: 3807.202393
	Iteration 51Q: 3 clusters Score -1.276676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -12766761.000000 Penalty: 3807.202393
	Iteration 52Q: 3 clusters Score -1.276676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -12766765.000000 Penalty: 3807.202393
	Iteration 53Q: 3 clusters Score -1.276676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -12766763.000000 Penalty: 3807.202393
	Iteration 54Q: 3 clusters Score -1.276676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 121075 members 
Entering Unmasked Estep 
Score: -12766763.000000 Penalty: 3807.202393
	Iteration 55Q: 3 clusters Score -1.276676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 121075 members 
Entering Unmasked Estep 
Score: -12766763.000000 Penalty: 3807.202393
	Iteration 56F: 3 clusters Score -1.276676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -305022.437500 Penalty: 1308.601562
	Iteration 0F: 2 clusters Score -305022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -302198.468750 Penalty: 2617.203125
	Iteration 0F: 3 clusters Score -302198.5 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -302887.968750 Penalty: 2617.203125
	Iteration 1F: 3 clusters Score -302888 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303062.312500 Penalty: 2617.203125
	Iteration 2F: 3 clusters Score -303062.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -303173.375000 Penalty: 2617.203125
	Iteration 3F: 3 clusters Score -303173.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -303272.250000 Penalty: 2617.203125
	Iteration 4Q: 3 clusters Score -303272.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -303377.062500 Penalty: 2617.203125
	Iteration 5Q: 3 clusters Score -303377.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -303519.000000 Penalty: 2617.203125
	Iteration 6F: 3 clusters Score -303519 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -303661.906250 Penalty: 2617.203125
	Iteration 7Q: 3 clusters Score -303661.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -303786.906250 Penalty: 2617.203125
	Iteration 8Q: 3 clusters Score -303786.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -303901.562500 Penalty: 2617.203125
	Iteration 9Q: 3 clusters Score -303901.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -304000.312500 Penalty: 2617.203125
	Iteration 10Q: 3 clusters Score -304000.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -304094.125000 Penalty: 2617.203125
	Iteration 11Q: 3 clusters Score -304094.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -304200.500000 Penalty: 2617.203125
	Iteration 12Q: 3 clusters Score -304200.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -304318.968750 Penalty: 2617.203125
	Iteration 13Q: 3 clusters Score -304319 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -304405.187500 Penalty: 2617.203125
	Iteration 14Q: 3 clusters Score -304405.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -304456.343750 Penalty: 2617.203125
	Iteration 15Q: 3 clusters Score -304456.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -304489.218750 Penalty: 2617.203125
	Iteration 16Q: 3 clusters Score -304489.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -304523.687500 Penalty: 2617.203125
	Iteration 17Q: 3 clusters Score -304523.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -304557.093750 Penalty: 2617.203125
	Iteration 18Q: 3 clusters Score -304557.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -304591.312500 Penalty: 2617.203125
	Iteration 19Q: 3 clusters Score -304591.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -304611.343750 Penalty: 2617.203125
	Iteration 20F: 3 clusters Score -304611.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -304623.968750 Penalty: 2617.203125
	Iteration 21Q: 3 clusters Score -304624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -304643.187500 Penalty: 2617.203125
	Iteration 22Q: 3 clusters Score -304643.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -304663.468750 Penalty: 2617.203125
	Iteration 23Q: 3 clusters Score -304663.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -304683.218750 Penalty: 2617.203125
	Iteration 24Q: 3 clusters Score -304683.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -304698.812500 Penalty: 2617.203125
	Iteration 25Q: 3 clusters Score -304698.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -304708.687500 Penalty: 2617.203125
	Iteration 26Q: 3 clusters Score -304708.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -304715.000000 Penalty: 2617.203125
	Iteration 27Q: 3 clusters Score -304715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -304723.781250 Penalty: 2617.203125
	Iteration 28Q: 3 clusters Score -304723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -304730.625000 Penalty: 2617.203125
	Iteration 29Q: 3 clusters Score -304730.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -304738.718750 Penalty: 2617.203125
	Iteration 30Q: 3 clusters Score -304738.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -304744.437500 Penalty: 2617.203125
	Iteration 31Q: 3 clusters Score -304744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -304750.812500 Penalty: 2617.203125
	Iteration 32Q: 3 clusters Score -304750.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -304756.187500 Penalty: 2617.203125
	Iteration 33Q: 3 clusters Score -304756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -304761.437500 Penalty: 2617.203125
	Iteration 34Q: 3 clusters Score -304761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -304764.031250 Penalty: 2617.203125
	Iteration 35Q: 3 clusters Score -304764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -304765.531250 Penalty: 2617.203125
	Iteration 36Q: 3 clusters Score -304765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -304767.562500 Penalty: 2617.203125
	Iteration 37Q: 3 clusters Score -304767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -304768.062500 Penalty: 2617.203125
	Iteration 38Q: 3 clusters Score -304768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -304769.125000 Penalty: 2617.203125
	Iteration 39Q: 3 clusters Score -304769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -304770.250000 Penalty: 2617.203125
	Iteration 40F: 3 clusters Score -304770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -304769.687500 Penalty: 2617.203125
	Iteration 41Q: 3 clusters Score -304769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -304769.687500 Penalty: 2617.203125
	Iteration 42F: 3 clusters Score -304769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -503329.656250 Penalty: 1386.783081
	Iteration 0F: 2 clusters Score -503329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499328.156250 Penalty: 2773.566162
	Iteration 0F: 3 clusters Score -499328.2 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -500654.875000 Penalty: 2773.566162
	Iteration 1F: 3 clusters Score -500654.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -501094.906250 Penalty: 2773.566162
	Iteration 2F: 3 clusters Score -501094.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -501525.750000 Penalty: 2773.566162
	Iteration 3F: 3 clusters Score -501525.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -501843.718750 Penalty: 2773.566162
	Iteration 4F: 3 clusters Score -501843.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502073.875000 Penalty: 2773.566162
	Iteration 5F: 3 clusters Score -502073.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -502259.500000 Penalty: 2773.566162
	Iteration 6Q: 3 clusters Score -502259.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -502397.937500 Penalty: 2773.566162
	Iteration 7Q: 3 clusters Score -502397.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -502510.625000 Penalty: 2773.566162
	Iteration 8Q: 3 clusters Score -502510.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -502590.906250 Penalty: 2773.566162
	Iteration 9Q: 3 clusters Score -502590.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -502637.125000 Penalty: 2773.566162
	Iteration 10Q: 3 clusters Score -502637.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -502670.718750 Penalty: 2773.566162
	Iteration 11Q: 3 clusters Score -502670.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -502698.031250 Penalty: 2773.566162
	Iteration 12Q: 3 clusters Score -502698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -502714.093750 Penalty: 2773.566162
	Iteration 13Q: 3 clusters Score -502714.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -502725.093750 Penalty: 2773.566162
	Iteration 14Q: 3 clusters Score -502725.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -502732.843750 Penalty: 2773.566162
	Iteration 15Q: 3 clusters Score -502732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -502740.468750 Penalty: 2773.566162
	Iteration 16Q: 3 clusters Score -502740.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -502747.312500 Penalty: 2773.566162
	Iteration 17Q: 3 clusters Score -502747.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -502752.062500 Penalty: 2773.566162
	Iteration 18Q: 3 clusters Score -502752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -502755.406250 Penalty: 2773.566162
	Iteration 19Q: 3 clusters Score -502755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -502755.375000 Penalty: 2773.566162
	Iteration 20F: 3 clusters Score -502755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -502755.875000 Penalty: 2773.566162
	Iteration 21Q: 3 clusters Score -502755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -502757.343750 Penalty: 2773.566162
	Iteration 22Q: 3 clusters Score -502757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -502758.406250 Penalty: 2773.566162
	Iteration 23Q: 3 clusters Score -502758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -502758.718750 Penalty: 2773.566162
	Iteration 24Q: 3 clusters Score -502758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -502758.906250 Penalty: 2773.566162
	Iteration 25Q: 3 clusters Score -502758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -502759.187500 Penalty: 2773.566162
	Iteration 26Q: 3 clusters Score -502759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -502760.718750 Penalty: 2773.566162
	Iteration 27Q: 3 clusters Score -502760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -502762.375000 Penalty: 2773.566162
	Iteration 28Q: 3 clusters Score -502762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -502763.781250 Penalty: 2773.566162
	Iteration 29Q: 3 clusters Score -502763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -502767.031250 Penalty: 2773.566162
	Iteration 30Q: 3 clusters Score -502767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -502768.812500 Penalty: 2773.566162
	Iteration 31Q: 3 clusters Score -502768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -502772.531250 Penalty: 2773.566162
	Iteration 32Q: 3 clusters Score -502772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -502776.437500 Penalty: 2773.566162
	Iteration 33Q: 3 clusters Score -502776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -502777.000000 Penalty: 2773.566162
	Iteration 34Q: 3 clusters Score -502777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -502777.125000 Penalty: 2773.566162
	Iteration 35Q: 3 clusters Score -502777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -502777.687500 Penalty: 2773.566162
	Iteration 36Q: 3 clusters Score -502777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -502777.687500 Penalty: 2773.566162
	Iteration 37F: 3 clusters Score -502777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -125810.835938 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -125810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -124035.812500 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -124035.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -124604.453125 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -124604.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -124881.882812 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -124881.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -125064.476562 Penalty: 2383.232422
	Iteration 3F: 3 clusters Score -125064.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -125199.570312 Penalty: 2383.232422
	Iteration 4F: 3 clusters Score -125199.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -125302.953125 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -125303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -125424.671875 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -125424.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -125560.875000 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -125560.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -125731.296875 Penalty: 2383.232422
	Iteration 8F: 3 clusters Score -125731.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -125881.046875 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -125881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -125964.960938 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -125965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126000.843750 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -126000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -126037.312500 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -126037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -126051.476562 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -126051.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -126066.593750 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -126066.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -126078.812500 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -126078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -126084.320312 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -126084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126086.804688 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -126086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -126090.257812 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -126090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126091.632812 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -126091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126093.664062 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -126093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -126095.257812 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -126095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -126095.257812 Penalty: 2383.232422
	Iteration 22F: 3 clusters Score -126095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 104956 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122329 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 604 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 5246 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Mstep: Class 46 contains 926 members 
Entering Unmasked Estep 
Score: -154054064.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154054928.000000 to -154054064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (65835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Entering Unmasked Estep 
Score: -6973120.500000 Penalty: 1802.922363
	Iteration 0F: 2 clusters Score -6973120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -6929153.000000 Penalty: 3605.844727
	Iteration 0F: 3 clusters Score -6929153 nChanged 31112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6947372.500000 Penalty: 3605.844727
	Iteration 1F: 3 clusters Score -6947372 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -6948279.000000 Penalty: 3605.844727
	Iteration 2Q: 3 clusters Score -6948279 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6949516.000000 Penalty: 3605.844727
	Iteration 3Q: 3 clusters Score -6949516 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6951154.500000 Penalty: 3605.844727
	Iteration 4Q: 3 clusters Score -6951154 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6953611.500000 Penalty: 3605.844727
	Iteration 5F: 3 clusters Score -6953612 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -6956742.500000 Penalty: 3605.844727
	Iteration 6F: 3 clusters Score -6956742 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -6960247.000000 Penalty: 3605.844727
	Iteration 7F: 3 clusters Score -6960247 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -6963599.500000 Penalty: 3605.844727
	Iteration 8F: 3 clusters Score -6963600 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6966457.500000 Penalty: 3605.844727
	Iteration 9F: 3 clusters Score -6966458 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -6968466.000000 Penalty: 3605.844727
	Iteration 10Q: 3 clusters Score -6968466 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6969799.500000 Penalty: 3605.844727
	Iteration 11Q: 3 clusters Score -6969800 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6970623.500000 Penalty: 3605.844727
	Iteration 12Q: 3 clusters Score -6970624 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6971065.500000 Penalty: 3605.844727
	Iteration 13Q: 3 clusters Score -6971066 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6971320.500000 Penalty: 3605.844727
	Iteration 14Q: 3 clusters Score -6971320 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6971454.000000 Penalty: 3605.844727
	Iteration 15Q: 3 clusters Score -6971454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6971530.500000 Penalty: 3605.844727
	Iteration 16Q: 3 clusters Score -6971530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6971590.500000 Penalty: 3605.844727
	Iteration 17Q: 3 clusters Score -6971590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6971636.000000 Penalty: 3605.844727
	Iteration 18Q: 3 clusters Score -6971636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6971660.000000 Penalty: 3605.844727
	Iteration 19Q: 3 clusters Score -6971660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6971676.500000 Penalty: 3605.844727
	Iteration 20F: 3 clusters Score -6971676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6971688.000000 Penalty: 3605.844727
	Iteration 21Q: 3 clusters Score -6971688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6971711.000000 Penalty: 3605.844727
	Iteration 22Q: 3 clusters Score -6971711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6971721.000000 Penalty: 3605.844727
	Iteration 23Q: 3 clusters Score -6971721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6971734.000000 Penalty: 3605.844727
	Iteration 24Q: 3 clusters Score -6971734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6971744.500000 Penalty: 3605.844727
	Iteration 25Q: 3 clusters Score -6971744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6971748.500000 Penalty: 3605.844727
	Iteration 26Q: 3 clusters Score -6971748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6971756.000000 Penalty: 3605.844727
	Iteration 27Q: 3 clusters Score -6971756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6971766.500000 Penalty: 3605.844727
	Iteration 28Q: 3 clusters Score -6971766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6971768.500000 Penalty: 3605.844727
	Iteration 29Q: 3 clusters Score -6971768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6971777.000000 Penalty: 3605.844727
	Iteration 30Q: 3 clusters Score -6971777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6971778.500000 Penalty: 3605.844727
	Iteration 31Q: 3 clusters Score -6971778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6971784.000000 Penalty: 3605.844727
	Iteration 32Q: 3 clusters Score -6971784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6971786.000000 Penalty: 3605.844727
	Iteration 33Q: 3 clusters Score -6971786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6971784.500000 Penalty: 3605.844727
	Iteration 34Q: 3 clusters Score -6971784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6971784.500000 Penalty: 3605.844727
	Iteration 35F: 3 clusters Score -6971784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -475214.156250 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -475214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -471124.906250 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -471124.9 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -472532.687500 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -472532.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -472954.125000 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -472954.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -473346.875000 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -473346.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -473764.625000 Penalty: 2783.696777
	Iteration 4F: 3 clusters Score -473764.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -474105.593750 Penalty: 2783.696777
	Iteration 5F: 3 clusters Score -474105.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -474401.125000 Penalty: 2783.696777
	Iteration 6F: 3 clusters Score -474401.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -474651.656250 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -474651.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -474836.312500 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -474836.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -474973.687500 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -474973.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -475063.781250 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -475063.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -475105.312500 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -475105.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -475126.875000 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -475126.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -475146.156250 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -475146.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -475167.468750 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -475167.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -475184.125000 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -475184.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -475204.687500 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -475204.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -475216.718750 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -475216.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -475226.843750 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -475226.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -475234.531250 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -475234.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -475239.375000 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -475239.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -475244.187500 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -475244.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -475250.343750 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -475250.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -475254.906250 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -475254.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -475255.906250 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -475255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -475259.281250 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -475259.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -475261.218750 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -475261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -475263.187500 Penalty: 2783.696777
	Iteration 27Q: 3 clusters Score -475263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -475264.843750 Penalty: 2783.696777
	Iteration 28Q: 3 clusters Score -475264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -475267.281250 Penalty: 2783.696777
	Iteration 29Q: 3 clusters Score -475267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -475268.781250 Penalty: 2783.696777
	Iteration 30Q: 3 clusters Score -475268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -475269.812500 Penalty: 2783.696777
	Iteration 31Q: 3 clusters Score -475269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -475273.250000 Penalty: 2783.696777
	Iteration 32Q: 3 clusters Score -475273.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -475277.562500 Penalty: 2783.696777
	Iteration 33Q: 3 clusters Score -475277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -475281.843750 Penalty: 2783.696777
	Iteration 34Q: 3 clusters Score -475281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -475289.000000 Penalty: 2783.696777
	Iteration 35Q: 3 clusters Score -475289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -475293.937500 Penalty: 2783.696777
	Iteration 36Q: 3 clusters Score -475293.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -475297.937500 Penalty: 2783.696777
	Iteration 37Q: 3 clusters Score -475297.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -475300.687500 Penalty: 2783.696777
	Iteration 38Q: 3 clusters Score -475300.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -475303.187500 Penalty: 2783.696777
	Iteration 39Q: 3 clusters Score -475303.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -475304.343750 Penalty: 2783.696777
	Iteration 40F: 3 clusters Score -475304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -475305.406250 Penalty: 2783.696777
	Iteration 41Q: 3 clusters Score -475305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -475306.218750 Penalty: 2783.696777
	Iteration 42Q: 3 clusters Score -475306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -475306.218750 Penalty: 2783.696777
	Iteration 43F: 3 clusters Score -475306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 72245 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 5789 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 168369 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 32945 members 
Mstep: Class 16 contains 16935 members 
Mstep: Class 17 contains 20301 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 83004 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 104956 members 
Mstep: Class 22 contains 11574 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 31953 members 
Mstep: Class 25 contains 15378 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 15543 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 156613 members 
Mstep: Class 31 contains 9510 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 96099 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 29215 members 
Mstep: Class 36 contains 122329 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 65835 members 
Mstep: Class 41 contains 2977 members 
Mstep: Class 42 contains 1763 members 
Mstep: Class 43 contains 2568 members 
Mstep: Class 44 contains 3642 members 
Mstep: Class 45 contains 9922 members 
Mstep: Class 46 contains 2269 members 
Entering Unmasked Estep 
Score: -154054064.000000 Penalty: 106475.343750
Splitting cluster 41 changes total score from -154054928.000000 to -154054064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -172864.203125 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -172864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -170926.812500 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -170926.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171336.968750 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -171337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -171433.328125 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -171433.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -171507.812500 Penalty: 2429.300781
	Iteration 3Q: 3 clusters Score -171507.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -171581.093750 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -171581.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -171645.156250 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -171645.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171706.796875 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -171706.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -171755.328125 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -171755.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -171784.015625 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -171784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -171804.531250 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -171804.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -171824.828125 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -171824.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -171840.062500 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -171840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -171856.328125 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -171856.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -171875.265625 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -171875.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171886.953125 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -171887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -171892.000000 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -171892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -171897.593750 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -171897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171904.906250 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -171904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171909.406250 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -171909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -171914.984375 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -171915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171918.484375 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -171918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171919.390625 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -171919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -171921.546875 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -171921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171922.546875 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -171922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171923.125000 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -171923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171923.125000 Penalty: 2429.300781
	Iteration 25F: 3 clusters Score -171923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -227607.765625 Penalty: 1275.768433
	Iteration 0F: 2 clusters Score -227607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225229.031250 Penalty: 2551.536865
	Iteration 0F: 3 clusters Score -225229 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -225994.984375 Penalty: 2551.536865
	Iteration 1F: 3 clusters Score -225995 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226278.859375 Penalty: 2551.536865
	Iteration 2F: 3 clusters Score -226278.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -226459.609375 Penalty: 2551.536865
	Iteration 3F: 3 clusters Score -226459.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -226592.250000 Penalty: 2551.536865
	Iteration 4F: 3 clusters Score -226592.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -226688.828125 Penalty: 2551.536865
	Iteration 5Q: 3 clusters Score -226688.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -226754.031250 Penalty: 2551.536865
	Iteration 6Q: 3 clusters Score -226754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -226818.000000 Penalty: 2551.536865
	Iteration 7Q: 3 clusters Score -226818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -226872.015625 Penalty: 2551.536865
	Iteration 8Q: 3 clusters Score -226872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -226941.062500 Penalty: 2551.536865
	Iteration 9Q: 3 clusters Score -226941.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -227013.984375 Penalty: 2551.536865
	Iteration 10Q: 3 clusters Score -227014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -227080.406250 Penalty: 2551.536865
	Iteration 11Q: 3 clusters Score -227080.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -227118.140625 Penalty: 2551.536865
	Iteration 12Q: 3 clusters Score -227118.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -227142.062500 Penalty: 2551.536865
	Iteration 13Q: 3 clusters Score -227142.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -227167.765625 Penalty: 2551.536865
	Iteration 14Q: 3 clusters Score -227167.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -227182.890625 Penalty: 2551.536865
	Iteration 15Q: 3 clusters Score -227182.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -227202.000000 Penalty: 2551.536865
	Iteration 16Q: 3 clusters Score -227202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -227212.281250 Penalty: 2551.536865
	Iteration 17Q: 3 clusters Score -227212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -227227.859375 Penalty: 2551.536865
	Iteration 18Q: 3 clusters Score -227227.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -227235.390625 Penalty: 2551.536865
	Iteration 19Q: 3 clusters Score -227235.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -227249.640625 Penalty: 2551.536865
	Iteration 20F: 3 clusters Score -227249.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -227261.000000 Penalty: 2551.536865
	Iteration 21Q: 3 clusters Score -227261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -227266.890625 Penalty: 2551.536865
	Iteration 22Q: 3 clusters Score -227266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -227271.156250 Penalty: 2551.536865
	Iteration 23Q: 3 clusters Score -227271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -227275.140625 Penalty: 2551.536865
	Iteration 24Q: 3 clusters Score -227275.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -227280.781250 Penalty: 2551.536865
	Iteration 25Q: 3 clusters Score -227280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -227285.187500 Penalty: 2551.536865
	Iteration 26Q: 3 clusters Score -227285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -227291.171875 Penalty: 2551.536865
	Iteration 27Q: 3 clusters Score -227291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227299.546875 Penalty: 2551.536865
	Iteration 28Q: 3 clusters Score -227299.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -227304.171875 Penalty: 2551.536865
	Iteration 29Q: 3 clusters Score -227304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227308.500000 Penalty: 2551.536865
	Iteration 30Q: 3 clusters Score -227308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -227314.796875 Penalty: 2551.536865
	Iteration 31Q: 3 clusters Score -227314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -227322.156250 Penalty: 2551.536865
	Iteration 32Q: 3 clusters Score -227322.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -227331.875000 Penalty: 2551.536865
	Iteration 33Q: 3 clusters Score -227331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -227339.625000 Penalty: 2551.536865
	Iteration 34Q: 3 clusters Score -227339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227344.890625 Penalty: 2551.536865
	Iteration 35Q: 3 clusters Score -227344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227348.609375 Penalty: 2551.536865
	Iteration 36Q: 3 clusters Score -227348.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -227354.078125 Penalty: 2551.536865
	Iteration 37Q: 3 clusters Score -227354.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -227359.937500 Penalty: 2551.536865
	Iteration 38Q: 3 clusters Score -227359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -227368.093750 Penalty: 2551.536865
	Iteration 39Q: 3 clusters Score -227368.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -227377.656250 Penalty: 2551.536865
	Iteration 40F: 3 clusters Score -227377.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -227389.515625 Penalty: 2551.536865
	Iteration 41Q: 3 clusters Score -227389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227399.937500 Penalty: 2551.536865
	Iteration 42Q: 3 clusters Score -227399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -227401.437500 Penalty: 2551.536865
	Iteration 43Q: 3 clusters Score -227401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -227403.468750 Penalty: 2551.536865
	Iteration 44Q: 3 clusters Score -227403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -227403.937500 Penalty: 2551.536865
	Iteration 45Q: 3 clusters Score -227403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -227404.609375 Penalty: 2551.536865
	Iteration 46Q: 3 clusters Score -227404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -227406.171875 Penalty: 2551.536865
	Iteration 47Q: 3 clusters Score -227406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -227409.234375 Penalty: 2551.536865
	Iteration 48Q: 3 clusters Score -227409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227414.000000 Penalty: 2551.536865
	Iteration 49Q: 3 clusters Score -227414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -227417.546875 Penalty: 2551.536865
	Iteration 50Q: 3 clusters Score -227417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -227421.328125 Penalty: 2551.536865
	Iteration 51Q: 3 clusters Score -227421.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -227428.468750 Penalty: 2551.536865
	Iteration 52Q: 3 clusters Score -227428.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -227433.875000 Penalty: 2551.536865
	Iteration 53Q: 3 clusters Score -227433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227436.000000 Penalty: 2551.536865
	Iteration 54Q: 3 clusters Score -227436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227436.953125 Penalty: 2551.536865
	Iteration 55Q: 3 clusters Score -227437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227437.765625 Penalty: 2551.536865
	Iteration 56Q: 3 clusters Score -227437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227438.109375 Penalty: 2551.536865
	Iteration 57Q: 3 clusters Score -227438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227439.234375 Penalty: 2551.536865
	Iteration 58Q: 3 clusters Score -227439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227439.984375 Penalty: 2551.536865
	Iteration 59Q: 3 clusters Score -227440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -227442.703125 Penalty: 2551.536865
	Iteration 60F: 3 clusters Score -227442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227444.515625 Penalty: 2551.536865
	Iteration 61Q: 3 clusters Score -227444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227444.937500 Penalty: 2551.536865
	Iteration 62Q: 3 clusters Score -227444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227445.359375 Penalty: 2551.536865
	Iteration 63Q: 3 clusters Score -227445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -227445.359375 Penalty: 2551.536865
	Iteration 64F: 3 clusters Score -227445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -384599.531250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -384599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -381520.312500 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -381520.3 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -382252.062500 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -382252.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -382384.156250 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -382384.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -382468.031250 Penalty: 2665.093506
	Iteration 3Q: 3 clusters Score -382468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -382527.656250 Penalty: 2665.093506
	Iteration 4Q: 3 clusters Score -382527.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -382584.500000 Penalty: 2665.093506
	Iteration 5Q: 3 clusters Score -382584.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -382640.968750 Penalty: 2665.093506
	Iteration 6Q: 3 clusters Score -382641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -382695.875000 Penalty: 2665.093506
	Iteration 7Q: 3 clusters Score -382695.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -382754.593750 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -382754.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -382811.687500 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -382811.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -382868.625000 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -382868.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -382930.937500 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -382930.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -382975.937500 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -382975.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -383016.812500 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -383016.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -383055.437500 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -383055.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -383101.218750 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -383101.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -383141.375000 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -383141.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -383172.937500 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -383172.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -383213.312500 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -383213.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -383246.687500 Penalty: 2665.093506
	Iteration 19Q: 3 clusters Score -383246.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -383272.375000 Penalty: 2665.093506
	Iteration 20F: 3 clusters Score -383272.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -383293.781250 Penalty: 2665.093506
	Iteration 21Q: 3 clusters Score -383293.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -383315.781250 Penalty: 2665.093506
	Iteration 22Q: 3 clusters Score -383315.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -383335.156250 Penalty: 2665.093506
	Iteration 23Q: 3 clusters Score -383335.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -383355.281250 Penalty: 2665.093506
	Iteration 24Q: 3 clusters Score -383355.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -383364.562500 Penalty: 2665.093506
	Iteration 25Q: 3 clusters Score -383364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -383372.656250 Penalty: 2665.093506
	Iteration 26Q: 3 clusters Score -383372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -383377.125000 Penalty: 2665.093506
	Iteration 27Q: 3 clusters Score -383377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -383381.093750 Penalty: 2665.093506
	Iteration 28Q: 3 clusters Score -383381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -383383.375000 Penalty: 2665.093506
	Iteration 29Q: 3 clusters Score -383383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -383386.625000 Penalty: 2665.093506
	Iteration 30Q: 3 clusters Score -383386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -383388.625000 Penalty: 2665.093506
	Iteration 31Q: 3 clusters Score -383388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -383390.593750 Penalty: 2665.093506
	Iteration 32Q: 3 clusters Score -383390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -383392.218750 Penalty: 2665.093506
	Iteration 33Q: 3 clusters Score -383392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -383393.343750 Penalty: 2665.093506
	Iteration 34Q: 3 clusters Score -383393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -383394.343750 Penalty: 2665.093506
	Iteration 35Q: 3 clusters Score -383394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -383395.750000 Penalty: 2665.093506
	Iteration 36Q: 3 clusters Score -383395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -383397.687500 Penalty: 2665.093506
	Iteration 37Q: 3 clusters Score -383397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -383400.406250 Penalty: 2665.093506
	Iteration 38Q: 3 clusters Score -383400.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -383403.093750 Penalty: 2665.093506
	Iteration 39Q: 3 clusters Score -383403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -383405.093750 Penalty: 2665.093506
	Iteration 40F: 3 clusters Score -383405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -383406.375000 Penalty: 2665.093506
	Iteration 41Q: 3 clusters Score -383406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -383409.312500 Penalty: 2665.093506
	Iteration 42Q: 3 clusters Score -383409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -383410.968750 Penalty: 2665.093506
	Iteration 43Q: 3 clusters Score -383411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -383413.218750 Penalty: 2665.093506
	Iteration 44Q: 3 clusters Score -383413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -383415.531250 Penalty: 2665.093506
	Iteration 45Q: 3 clusters Score -383415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -383417.343750 Penalty: 2665.093506
	Iteration 46Q: 3 clusters Score -383417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -383420.218750 Penalty: 2665.093506
	Iteration 47Q: 3 clusters Score -383420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -383421.125000 Penalty: 2665.093506
	Iteration 48Q: 3 clusters Score -383421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -383422.531250 Penalty: 2665.093506
	Iteration 49Q: 3 clusters Score -383422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -383423.656250 Penalty: 2665.093506
	Iteration 50Q: 3 clusters Score -383423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -383425.437500 Penalty: 2665.093506
	Iteration 51Q: 3 clusters Score -383425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -383427.343750 Penalty: 2665.093506
	Iteration 52Q: 3 clusters Score -383427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -383428.937500 Penalty: 2665.093506
	Iteration 53Q: 3 clusters Score -383428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -383429.093750 Penalty: 2665.093506
	Iteration 54Q: 3 clusters Score -383429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -383429.031250 Penalty: 2665.093506
	Iteration 55Q: 3 clusters Score -383429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -383430.812500 Penalty: 2665.093506
	Iteration 56Q: 3 clusters Score -383430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -383433.906250 Penalty: 2665.093506
	Iteration 57Q: 3 clusters Score -383433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -383435.656250 Penalty: 2665.093506
	Iteration 58Q: 3 clusters Score -383435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -383436.437500 Penalty: 2665.093506
	Iteration 59Q: 3 clusters Score -383436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -383436.437500 Penalty: 2665.093506
	Iteration 60F: 3 clusters Score -383436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -1042443.937500 Penalty: 1495.407837
	Iteration 0F: 2 clusters Score -1042444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1035275.750000 Penalty: 2990.815674
	Iteration 0F: 3 clusters Score -1035276 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1037719.750000 Penalty: 2990.815674
	Iteration 1F: 3 clusters Score -1037720 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1037989.062500 Penalty: 2990.815674
	Iteration 2F: 3 clusters Score -1037989 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1038219.250000 Penalty: 2990.815674
	Iteration 3F: 3 clusters Score -1038219 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1038446.187500 Penalty: 2990.815674
	Iteration 4Q: 3 clusters Score -1038446 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1038652.000000 Penalty: 2990.815674
	Iteration 5Q: 3 clusters Score -1038652 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1038817.937500 Penalty: 2990.815674
	Iteration 6Q: 3 clusters Score -1038818 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1038965.125000 Penalty: 2990.815674
	Iteration 7Q: 3 clusters Score -1038965 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1039096.437500 Penalty: 2990.815674
	Iteration 8Q: 3 clusters Score -1039096 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1039211.312500 Penalty: 2990.815674
	Iteration 9Q: 3 clusters Score -1039211 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1039328.562500 Penalty: 2990.815674
	Iteration 10Q: 3 clusters Score -1039329 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1039458.750000 Penalty: 2990.815674
	Iteration 11Q: 3 clusters Score -1039459 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1039605.437500 Penalty: 2990.815674
	Iteration 12Q: 3 clusters Score -1039605 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1039758.812500 Penalty: 2990.815674
	Iteration 13Q: 3 clusters Score -1039759 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1039918.500000 Penalty: 2990.815674
	Iteration 14Q: 3 clusters Score -1039918 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1040072.187500 Penalty: 2990.815674
	Iteration 15Q: 3 clusters Score -1040072 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1040209.250000 Penalty: 2990.815674
	Iteration 16Q: 3 clusters Score -1040209 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1040367.875000 Penalty: 2990.815674
	Iteration 17Q: 3 clusters Score -1040368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1040532.812500 Penalty: 2990.815674
	Iteration 18Q: 3 clusters Score -1040533 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1040658.562500 Penalty: 2990.815674
	Iteration 19Q: 3 clusters Score -1040659 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1040762.625000 Penalty: 2990.815674
	Iteration 20F: 3 clusters Score -1040763 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1040847.437500 Penalty: 2990.815674
	Iteration 21Q: 3 clusters Score -1040847 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1040921.375000 Penalty: 2990.815674
	Iteration 22Q: 3 clusters Score -1040921 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1040991.125000 Penalty: 2990.815674
	Iteration 23Q: 3 clusters Score -1040991 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1041059.000000 Penalty: 2990.815674
	Iteration 24Q: 3 clusters Score -1041059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1041106.562500 Penalty: 2990.815674
	Iteration 25Q: 3 clusters Score -1041107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1041146.437500 Penalty: 2990.815674
	Iteration 26Q: 3 clusters Score -1041146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1041174.125000 Penalty: 2990.815674
	Iteration 27Q: 3 clusters Score -1041174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1041199.500000 Penalty: 2990.815674
	Iteration 28Q: 3 clusters Score -1041200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1041232.375000 Penalty: 2990.815674
	Iteration 29Q: 3 clusters Score -1041232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1041256.312500 Penalty: 2990.815674
	Iteration 30Q: 3 clusters Score -1041256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1041275.187500 Penalty: 2990.815674
	Iteration 31Q: 3 clusters Score -1041275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1041279.625000 Penalty: 2990.815674
	Iteration 32Q: 3 clusters Score -1041280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1041281.562500 Penalty: 2990.815674
	Iteration 33Q: 3 clusters Score -1041282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1041284.875000 Penalty: 2990.815674
	Iteration 34Q: 3 clusters Score -1041285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1041286.562500 Penalty: 2990.815674
	Iteration 35Q: 3 clusters Score -1041287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1041289.875000 Penalty: 2990.815674
	Iteration 36Q: 3 clusters Score -1041290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1041289.687500 Penalty: 2990.815674
	Iteration 37Q: 3 clusters Score -1041290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1041292.125000 Penalty: 2990.815674
	Iteration 38Q: 3 clusters Score -1041292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1041292.125000 Penalty: 2990.815674
	Iteration 39Q: 3 clusters Score -1041292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1041292.375000 Penalty: 2990.815674
	Iteration 40F: 3 clusters Score -1041292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1041292.375000 Penalty: 2990.815674
	Iteration 41Q: 3 clusters Score -1041292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1041292.375000 Penalty: 2990.815674
	Iteration 42F: 3 clusters Score -1041292 nChanged 0
--- Evaluating fit on full set of 4605703 points ---
Entering Unmasked Estep 
Score: -453376992.000000 Penalty: 112194.265625
21->46 Clusters: Score -453376992.000000, best is -453397312.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1535234 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 72849 members 
Mstep: Class 3 contains 72336 members 
Mstep: Class 4 contains 72678 members 
Mstep: Class 5 contains 73117 members 
Mstep: Class 6 contains 73580 members 
Mstep: Class 7 contains 73084 members 
Mstep: Class 8 contains 73008 members 
Mstep: Class 9 contains 73296 members 
Mstep: Class 10 contains 73262 members 
Mstep: Class 11 contains 72908 members 
Mstep: Class 12 contains 72732 members 
Mstep: Class 13 contains 73231 members 
Mstep: Class 14 contains 73066 members 
Mstep: Class 15 contains 72847 members 
Mstep: Class 16 contains 73383 members 
Mstep: Class 17 contains 73012 members 
Mstep: Class 18 contains 73002 members 
Mstep: Class 19 contains 73373 members 
Mstep: Class 20 contains 73395 members 
Mstep: Class 21 contains 73681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 554.197571 but Gain 2314.679688
Score: -144292176.000000 Penalty: 46293.628906
Iteration 0F: 21 clusters Score -1.442922e+08 nChanged 1457564
Entering Unmasked Mstep 
Mstep: Class 0 contains 1632 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 51475 members 
Mstep: Class 3 contains 54511 members 
Mstep: Class 5 contains 106783 members 
Mstep: Class 6 contains 75805 members 
Mstep: Class 7 contains 60622 members 
Mstep: Class 8 contains 23957 members 
Mstep: Class 9 contains 257759 members 
Mstep: Class 10 contains 32015 members 
Mstep: Class 11 contains 71689 members 
Mstep: Class 12 contains 22841 members 
Mstep: Class 13 contains 144055 members 
Mstep: Class 14 contains 85796 members 
Mstep: Class 15 contains 31613 members 
Mstep: Class 16 contains 65981 members 
Mstep: Class 17 contains 76133 members 
Mstep: Class 18 contains 85044 members 
Mstep: Class 19 contains 31654 members 
Mstep: Class 20 contains 33872 members 
Mstep: Class 21 contains 160593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781584.000000 Penalty: 46293.628906
Iteration 1F: 21 clusters Score -1.507816e+08 nChanged 658339
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 45844 members 
Mstep: Class 3 contains 59623 members 
Mstep: Class 5 contains 66155 members 
Mstep: Class 6 contains 69697 members 
Mstep: Class 7 contains 47593 members 
Mstep: Class 8 contains 16822 members 
Mstep: Class 9 contains 347168 members 
Mstep: Class 10 contains 37779 members 
Mstep: Class 11 contains 94349 members 
Mstep: Class 12 contains 14740 members 
Mstep: Class 13 contains 154452 members 
Mstep: Class 14 contains 98799 members 
Mstep: Class 15 contains 27954 members 
Mstep: Class 16 contains 94830 members 
Mstep: Class 17 contains 102618 members 
Mstep: Class 18 contains 78789 members 
Mstep: Class 19 contains 32980 members 
Mstep: Class 20 contains 19803 members 
Mstep: Class 21 contains 65993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152213152.000000 Penalty: 46293.628906
Iteration 2F: 21 clusters Score -1.522132e+08 nChanged 402584
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 47455 members 
Mstep: Class 3 contains 65943 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 32949 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 362691 members 
Mstep: Class 10 contains 40002 members 
Mstep: Class 11 contains 111180 members 
Mstep: Class 12 contains 11175 members 
Mstep: Class 13 contains 155813 members 
Mstep: Class 14 contains 101285 members 
Mstep: Class 15 contains 24336 members 
Mstep: Class 16 contains 112139 members 
Mstep: Class 17 contains 121951 members 
Mstep: Class 18 contains 75606 members 
Mstep: Class 19 contains 36611 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 36802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152733936.000000 Penalty: 46293.628906
Iteration 3F: 21 clusters Score -1.527339e+08 nChanged 263297
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 46507 members 
Mstep: Class 3 contains 69641 members 
Mstep: Class 5 contains 43148 members 
Mstep: Class 6 contains 70905 members 
Mstep: Class 7 contains 24600 members 
Mstep: Class 8 contains 21841 members 
Mstep: Class 9 contains 336527 members 
Mstep: Class 10 contains 40460 members 
Mstep: Class 11 contains 125769 members 
Mstep: Class 12 contains 9366 members 
Mstep: Class 13 contains 165086 members 
Mstep: Class 14 contains 99359 members 
Mstep: Class 15 contains 21672 members 
Mstep: Class 16 contains 119373 members 
Mstep: Class 17 contains 133220 members 
Mstep: Class 18 contains 78694 members 
Mstep: Class 19 contains 36366 members 
Mstep: Class 20 contains 11120 members 
Mstep: Class 21 contains 27485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153018112.000000 Penalty: 46293.628906
Iteration 4F: 21 clusters Score -1.530181e+08 nChanged 186189
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 43090 members 
Mstep: Class 3 contains 72351 members 
Mstep: Class 5 contains 40524 members 
Mstep: Class 6 contains 79782 members 
Mstep: Class 7 contains 19711 members 
Mstep: Class 8 contains 27626 members 
Mstep: Class 9 contains 313446 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 131385 members 
Mstep: Class 12 contains 9242 members 
Mstep: Class 13 contains 178199 members 
Mstep: Class 14 contains 92436 members 
Mstep: Class 15 contains 21379 members 
Mstep: Class 16 contains 119787 members 
Mstep: Class 17 contains 138576 members 
Mstep: Class 18 contains 87008 members 
Mstep: Class 19 contains 34745 members 
Mstep: Class 20 contains 9889 members 
Mstep: Class 21 contains 23053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153185216.000000 Penalty: 46293.628906
Iteration 5F: 21 clusters Score -1.531852e+08 nChanged 148475
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 40106 members 
Mstep: Class 3 contains 74028 members 
Mstep: Class 5 contains 39238 members 
Mstep: Class 6 contains 85587 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 301912 members 
Mstep: Class 10 contains 38291 members 
Mstep: Class 11 contains 132524 members 
Mstep: Class 12 contains 10235 members 
Mstep: Class 13 contains 185683 members 
Mstep: Class 14 contains 85593 members 
Mstep: Class 15 contains 23308 members 
Mstep: Class 16 contains 117448 members 
Mstep: Class 17 contains 142184 members 
Mstep: Class 18 contains 95930 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 9300 members 
Mstep: Class 21 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153273296.000000 Penalty: 46293.628906
Iteration 6F: 21 clusters Score -1.532733e+08 nChanged 120447
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 37867 members 
Mstep: Class 3 contains 74943 members 
Mstep: Class 5 contains 39008 members 
Mstep: Class 6 contains 89949 members 
Mstep: Class 7 contains 13637 members 
Mstep: Class 8 contains 37862 members 
Mstep: Class 9 contains 288294 members 
Mstep: Class 10 contains 37597 members 
Mstep: Class 11 contains 132668 members 
Mstep: Class 12 contains 12078 members 
Mstep: Class 13 contains 188934 members 
Mstep: Class 14 contains 80731 members 
Mstep: Class 15 contains 26306 members 
Mstep: Class 16 contains 114981 members 
Mstep: Class 17 contains 149057 members 
Mstep: Class 18 contains 103213 members 
Mstep: Class 19 contains 31700 members 
Mstep: Class 20 contains 8726 members 
Mstep: Class 21 contains 17402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153315392.000000 Penalty: 46293.628906
Iteration 7F: 21 clusters Score -1.533154e+08 nChanged 105761
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 36288 members 
Mstep: Class 3 contains 75606 members 
Mstep: Class 5 contains 39604 members 
Mstep: Class 6 contains 94273 members 
Mstep: Class 7 contains 11905 members 
Mstep: Class 8 contains 42863 members 
Mstep: Class 9 contains 264450 members 
Mstep: Class 10 contains 37539 members 
Mstep: Class 11 contains 133595 members 
Mstep: Class 12 contains 14680 members 
Mstep: Class 13 contains 191056 members 
Mstep: Class 14 contains 77476 members 
Mstep: Class 15 contains 30103 members 
Mstep: Class 16 contains 112460 members 
Mstep: Class 17 contains 160933 members 
Mstep: Class 18 contains 108949 members 
Mstep: Class 19 contains 30514 members 
Mstep: Class 20 contains 8012 members 
Mstep: Class 21 contains 15267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153369488.000000 Penalty: 46293.628906
Iteration 8F: 21 clusters Score -1.533695e+08 nChanged 88768
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 35143 members 
Mstep: Class 3 contains 75642 members 
Mstep: Class 5 contains 40972 members 
Mstep: Class 6 contains 98557 members 
Mstep: Class 7 contains 10887 members 
Mstep: Class 8 contains 47572 members 
Mstep: Class 9 contains 239886 members 
Mstep: Class 10 contains 37797 members 
Mstep: Class 11 contains 133749 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 191562 members 
Mstep: Class 14 contains 74371 members 
Mstep: Class 15 contains 34001 members 
Mstep: Class 16 contains 110024 members 
Mstep: Class 17 contains 174968 members 
Mstep: Class 18 contains 113558 members 
Mstep: Class 19 contains 29453 members 
Mstep: Class 20 contains 7009 members 
Mstep: Class 21 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153422176.000000 Penalty: 46293.628906
Iteration 9F: 21 clusters Score -1.534222e+08 nChanged 78763
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 34274 members 
Mstep: Class 3 contains 75076 members 
Mstep: Class 5 contains 42680 members 
Mstep: Class 6 contains 101992 members 
Mstep: Class 7 contains 10400 members 
Mstep: Class 8 contains 51991 members 
Mstep: Class 9 contains 216261 members 
Mstep: Class 10 contains 38297 members 
Mstep: Class 11 contains 133254 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 190037 members 
Mstep: Class 14 contains 71202 members 
Mstep: Class 15 contains 37656 members 
Mstep: Class 16 contains 108706 members 
Mstep: Class 17 contains 190743 members 
Mstep: Class 18 contains 117254 members 
Mstep: Class 19 contains 28682 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 13247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153470128.000000 Penalty: 46293.628906
Iteration 10F: 21 clusters Score -1.534701e+08 nChanged 72546
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 33541 members 
Mstep: Class 3 contains 74089 members 
Mstep: Class 5 contains 44709 members 
Mstep: Class 6 contains 105213 members 
Mstep: Class 7 contains 10504 members 
Mstep: Class 8 contains 56081 members 
Mstep: Class 9 contains 192329 members 
Mstep: Class 10 contains 38782 members 
Mstep: Class 11 contains 132418 members 
Mstep: Class 12 contains 23834 members 
Mstep: Class 13 contains 186996 members 
Mstep: Class 14 contains 67955 members 
Mstep: Class 15 contains 40803 members 
Mstep: Class 16 contains 109131 members 
Mstep: Class 17 contains 207986 members 
Mstep: Class 18 contains 120401 members 
Mstep: Class 19 contains 27987 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 13198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153505056.000000 Penalty: 46293.628906
Iteration 11Q: 21 clusters Score -1.535051e+08 nChanged 69449
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 32916 members 
Mstep: Class 3 contains 72933 members 
Mstep: Class 5 contains 46679 members 
Mstep: Class 6 contains 107622 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 59868 members 
Mstep: Class 9 contains 169076 members 
Mstep: Class 10 contains 39229 members 
Mstep: Class 11 contains 131221 members 
Mstep: Class 12 contains 26240 members 
Mstep: Class 13 contains 183328 members 
Mstep: Class 14 contains 64692 members 
Mstep: Class 15 contains 43513 members 
Mstep: Class 16 contains 110124 members 
Mstep: Class 17 contains 226481 members 
Mstep: Class 18 contains 123026 members 
Mstep: Class 19 contains 27242 members 
Mstep: Class 20 contains 3690 members 
Mstep: Class 21 contains 13701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153532672.000000 Penalty: 46293.628906
Iteration 12Q: 21 clusters Score -1.535327e+08 nChanged 63027
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 32447 members 
Mstep: Class 3 contains 71647 members 
Mstep: Class 5 contains 48545 members 
Mstep: Class 6 contains 108788 members 
Mstep: Class 7 contains 12365 members 
Mstep: Class 8 contains 63583 members 
Mstep: Class 9 contains 151790 members 
Mstep: Class 10 contains 39190 members 
Mstep: Class 11 contains 129724 members 
Mstep: Class 12 contains 28201 members 
Mstep: Class 13 contains 179112 members 
Mstep: Class 14 contains 61227 members 
Mstep: Class 15 contains 45928 members 
Mstep: Class 16 contains 111527 members 
Mstep: Class 17 contains 241166 members 
Mstep: Class 18 contains 125112 members 
Mstep: Class 19 contains 26559 members 
Mstep: Class 20 contains 3248 members 
Mstep: Class 21 contains 14514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153553008.000000 Penalty: 46293.628906
Iteration 13Q: 21 clusters Score -1.53553e+08 nChanged 55689
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 32061 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 5 contains 50203 members 
Mstep: Class 6 contains 108995 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 67320 members 
Mstep: Class 9 contains 141180 members 
Mstep: Class 10 contains 38539 members 
Mstep: Class 11 contains 128604 members 
Mstep: Class 12 contains 29871 members 
Mstep: Class 13 contains 174422 members 
Mstep: Class 14 contains 57454 members 
Mstep: Class 15 contains 48178 members 
Mstep: Class 16 contains 113599 members 
Mstep: Class 17 contains 249744 members 
Mstep: Class 18 contains 126958 members 
Mstep: Class 19 contains 25840 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 15458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153569136.000000 Penalty: 46293.628906
Iteration 14Q: 21 clusters Score -1.535691e+08 nChanged 49908
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 31771 members 
Mstep: Class 3 contains 68977 members 
Mstep: Class 5 contains 51655 members 
Mstep: Class 6 contains 108572 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 70993 members 
Mstep: Class 9 contains 136379 members 
Mstep: Class 10 contains 37352 members 
Mstep: Class 11 contains 127709 members 
Mstep: Class 12 contains 31297 members 
Mstep: Class 13 contains 169668 members 
Mstep: Class 14 contains 53724 members 
Mstep: Class 15 contains 50574 members 
Mstep: Class 16 contains 116057 members 
Mstep: Class 17 contains 252382 members 
Mstep: Class 18 contains 128589 members 
Mstep: Class 19 contains 25070 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153581856.000000 Penalty: 46293.628906
Iteration 15Q: 21 clusters Score -1.535819e+08 nChanged 44166
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 31583 members 
Mstep: Class 3 contains 67568 members 
Mstep: Class 5 contains 52922 members 
Mstep: Class 6 contains 107936 members 
Mstep: Class 7 contains 18398 members 
Mstep: Class 8 contains 74694 members 
Mstep: Class 9 contains 134136 members 
Mstep: Class 10 contains 36114 members 
Mstep: Class 11 contains 127153 members 
Mstep: Class 12 contains 32534 members 
Mstep: Class 13 contains 165286 members 
Mstep: Class 14 contains 50116 members 
Mstep: Class 15 contains 53322 members 
Mstep: Class 16 contains 118549 members 
Mstep: Class 17 contains 250759 members 
Mstep: Class 18 contains 129941 members 
Mstep: Class 19 contains 24328 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 17547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153597344.000000 Penalty: 46293.628906
Iteration 16Q: 21 clusters Score -1.535973e+08 nChanged 39594
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 31480 members 
Mstep: Class 3 contains 66184 members 
Mstep: Class 5 contains 53782 members 
Mstep: Class 6 contains 107223 members 
Mstep: Class 7 contains 20506 members 
Mstep: Class 8 contains 78350 members 
Mstep: Class 9 contains 133923 members 
Mstep: Class 10 contains 35182 members 
Mstep: Class 11 contains 126902 members 
Mstep: Class 12 contains 33319 members 
Mstep: Class 13 contains 160816 members 
Mstep: Class 14 contains 46624 members 
Mstep: Class 15 contains 56431 members 
Mstep: Class 16 contains 121187 members 
Mstep: Class 17 contains 246512 members 
Mstep: Class 18 contains 131148 members 
Mstep: Class 19 contains 23681 members 
Mstep: Class 20 contains 3560 members 
Mstep: Class 21 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153609360.000000 Penalty: 46293.628906
Iteration 17Q: 21 clusters Score -1.536094e+08 nChanged 36412
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 31425 members 
Mstep: Class 3 contains 64888 members 
Mstep: Class 5 contains 54354 members 
Mstep: Class 6 contains 106335 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 82148 members 
Mstep: Class 9 contains 134916 members 
Mstep: Class 10 contains 34557 members 
Mstep: Class 11 contains 126900 members 
Mstep: Class 12 contains 33866 members 
Mstep: Class 13 contains 156447 members 
Mstep: Class 14 contains 43322 members 
Mstep: Class 15 contains 59881 members 
Mstep: Class 16 contains 123882 members 
Mstep: Class 17 contains 240313 members 
Mstep: Class 18 contains 132092 members 
Mstep: Class 19 contains 23154 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 20079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153620192.000000 Penalty: 46293.628906
Iteration 18Q: 21 clusters Score -1.536202e+08 nChanged 33825
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 31360 members 
Mstep: Class 3 contains 63642 members 
Mstep: Class 5 contains 54614 members 
Mstep: Class 6 contains 105329 members 
Mstep: Class 7 contains 23535 members 
Mstep: Class 8 contains 85934 members 
Mstep: Class 9 contains 136819 members 
Mstep: Class 10 contains 34196 members 
Mstep: Class 11 contains 127039 members 
Mstep: Class 12 contains 34223 members 
Mstep: Class 13 contains 152516 members 
Mstep: Class 14 contains 40312 members 
Mstep: Class 15 contains 63604 members 
Mstep: Class 16 contains 126557 members 
Mstep: Class 17 contains 232834 members 
Mstep: Class 18 contains 132721 members 
Mstep: Class 19 contains 22694 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 21282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153632048.000000 Penalty: 46293.628906
Iteration 19Q: 21 clusters Score -1.53632e+08 nChanged 32289
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 31327 members 
Mstep: Class 3 contains 62559 members 
Mstep: Class 5 contains 54662 members 
Mstep: Class 6 contains 103795 members 
Mstep: Class 7 contains 24484 members 
Mstep: Class 8 contains 89678 members 
Mstep: Class 9 contains 139434 members 
Mstep: Class 10 contains 33972 members 
Mstep: Class 11 contains 127204 members 
Mstep: Class 12 contains 34459 members 
Mstep: Class 13 contains 148908 members 
Mstep: Class 14 contains 37709 members 
Mstep: Class 15 contains 67627 members 
Mstep: Class 16 contains 129137 members 
Mstep: Class 17 contains 224749 members 
Mstep: Class 18 contains 133064 members 
Mstep: Class 19 contains 22343 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153648096.000000 Penalty: 46293.628906
Iteration 20F: 21 clusters Score -1.536481e+08 nChanged 34288
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 31165 members 
Mstep: Class 3 contains 61584 members 
Mstep: Class 5 contains 54249 members 
Mstep: Class 6 contains 101833 members 
Mstep: Class 7 contains 27107 members 
Mstep: Class 8 contains 93055 members 
Mstep: Class 9 contains 142781 members 
Mstep: Class 10 contains 32559 members 
Mstep: Class 11 contains 127365 members 
Mstep: Class 12 contains 34578 members 
Mstep: Class 13 contains 145629 members 
Mstep: Class 14 contains 35619 members 
Mstep: Class 15 contains 71878 members 
Mstep: Class 16 contains 131422 members 
Mstep: Class 17 contains 215850 members 
Mstep: Class 18 contains 133006 members 
Mstep: Class 19 contains 21988 members 
Mstep: Class 20 contains 5139 members 
Mstep: Class 21 contains 23060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153665136.000000 Penalty: 46293.628906
Iteration 21Q: 21 clusters Score -1.536651e+08 nChanged 34127
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 30937 members 
Mstep: Class 3 contains 60604 members 
Mstep: Class 5 contains 53811 members 
Mstep: Class 6 contains 99407 members 
Mstep: Class 7 contains 29434 members 
Mstep: Class 8 contains 96171 members 
Mstep: Class 9 contains 146574 members 
Mstep: Class 10 contains 31307 members 
Mstep: Class 11 contains 127682 members 
Mstep: Class 12 contains 34687 members 
Mstep: Class 13 contains 142543 members 
Mstep: Class 14 contains 34301 members 
Mstep: Class 15 contains 76186 members 
Mstep: Class 16 contains 133362 members 
Mstep: Class 17 contains 206893 members 
Mstep: Class 18 contains 132750 members 
Mstep: Class 19 contains 21715 members 
Mstep: Class 20 contains 6058 members 
Mstep: Class 21 contains 23697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153679936.000000 Penalty: 46293.628906
Iteration 22Q: 21 clusters Score -1.536799e+08 nChanged 34236
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 30666 members 
Mstep: Class 3 contains 59641 members 
Mstep: Class 5 contains 53172 members 
Mstep: Class 6 contains 96661 members 
Mstep: Class 7 contains 31645 members 
Mstep: Class 8 contains 98931 members 
Mstep: Class 9 contains 149996 members 
Mstep: Class 10 contains 30193 members 
Mstep: Class 11 contains 128003 members 
Mstep: Class 12 contains 34733 members 
Mstep: Class 13 contains 139870 members 
Mstep: Class 14 contains 33738 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 135031 members 
Mstep: Class 17 contains 198013 members 
Mstep: Class 18 contains 132383 members 
Mstep: Class 19 contains 21432 members 
Mstep: Class 20 contains 6938 members 
Mstep: Class 21 contains 24250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153694592.000000 Penalty: 46293.628906
Iteration 23Q: 21 clusters Score -1.536946e+08 nChanged 34154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 30339 members 
Mstep: Class 3 contains 58618 members 
Mstep: Class 5 contains 52310 members 
Mstep: Class 6 contains 93765 members 
Mstep: Class 7 contains 33623 members 
Mstep: Class 8 contains 101319 members 
Mstep: Class 9 contains 152940 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 128256 members 
Mstep: Class 12 contains 34667 members 
Mstep: Class 13 contains 137490 members 
Mstep: Class 14 contains 33938 members 
Mstep: Class 15 contains 85423 members 
Mstep: Class 16 contains 136528 members 
Mstep: Class 17 contains 189538 members 
Mstep: Class 18 contains 131917 members 
Mstep: Class 19 contains 21188 members 
Mstep: Class 20 contains 7649 members 
Mstep: Class 21 contains 24730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153709488.000000 Penalty: 46293.628906
Iteration 24Q: 21 clusters Score -1.537095e+08 nChanged 33700
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 29980 members 
Mstep: Class 3 contains 57519 members 
Mstep: Class 5 contains 51247 members 
Mstep: Class 6 contains 90852 members 
Mstep: Class 7 contains 35479 members 
Mstep: Class 8 contains 103266 members 
Mstep: Class 9 contains 154963 members 
Mstep: Class 10 contains 28357 members 
Mstep: Class 11 contains 128413 members 
Mstep: Class 12 contains 34478 members 
Mstep: Class 13 contains 135618 members 
Mstep: Class 14 contains 34511 members 
Mstep: Class 15 contains 90509 members 
Mstep: Class 16 contains 137928 members 
Mstep: Class 17 contains 181680 members 
Mstep: Class 18 contains 131383 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 25146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153723152.000000 Penalty: 46293.628906
Iteration 25Q: 21 clusters Score -1.537232e+08 nChanged 33236
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 29590 members 
Mstep: Class 3 contains 56484 members 
Mstep: Class 5 contains 49977 members 
Mstep: Class 6 contains 88098 members 
Mstep: Class 7 contains 37085 members 
Mstep: Class 8 contains 104912 members 
Mstep: Class 9 contains 156043 members 
Mstep: Class 10 contains 27569 members 
Mstep: Class 11 contains 128606 members 
Mstep: Class 12 contains 34219 members 
Mstep: Class 13 contains 134183 members 
Mstep: Class 14 contains 35292 members 
Mstep: Class 15 contains 95861 members 
Mstep: Class 16 contains 139202 members 
Mstep: Class 17 contains 174145 members 
Mstep: Class 18 contains 130858 members 
Mstep: Class 19 contains 20780 members 
Mstep: Class 20 contains 8809 members 
Mstep: Class 21 contains 25520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153737264.000000 Penalty: 46293.628906
Iteration 26Q: 21 clusters Score -1.537373e+08 nChanged 31848
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 29261 members 
Mstep: Class 3 contains 55466 members 
Mstep: Class 5 contains 48558 members 
Mstep: Class 6 contains 85559 members 
Mstep: Class 7 contains 38404 members 
Mstep: Class 8 contains 106219 members 
Mstep: Class 9 contains 155937 members 
Mstep: Class 10 contains 26868 members 
Mstep: Class 11 contains 128764 members 
Mstep: Class 12 contains 33899 members 
Mstep: Class 13 contains 133092 members 
Mstep: Class 14 contains 36112 members 
Mstep: Class 15 contains 101508 members 
Mstep: Class 16 contains 140306 members 
Mstep: Class 17 contains 167604 members 
Mstep: Class 18 contains 130369 members 
Mstep: Class 19 contains 20612 members 
Mstep: Class 20 contains 9309 members 
Mstep: Class 21 contains 25870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153751728.000000 Penalty: 46293.628906
Iteration 27Q: 21 clusters Score -1.537517e+08 nChanged 29992
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 28944 members 
Mstep: Class 3 contains 54481 members 
Mstep: Class 5 contains 47060 members 
Mstep: Class 6 contains 83259 members 
Mstep: Class 7 contains 39381 members 
Mstep: Class 8 contains 107315 members 
Mstep: Class 9 contains 154892 members 
Mstep: Class 10 contains 26266 members 
Mstep: Class 11 contains 128955 members 
Mstep: Class 12 contains 33583 members 
Mstep: Class 13 contains 132378 members 
Mstep: Class 14 contains 36935 members 
Mstep: Class 15 contains 107321 members 
Mstep: Class 16 contains 141276 members 
Mstep: Class 17 contains 162136 members 
Mstep: Class 18 contains 129857 members 
Mstep: Class 19 contains 20456 members 
Mstep: Class 20 contains 9784 members 
Mstep: Class 21 contains 26191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153764240.000000 Penalty: 46293.628906
Iteration 28Q: 21 clusters Score -1.537642e+08 nChanged 28034
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 28654 members 
Mstep: Class 3 contains 53596 members 
Mstep: Class 5 contains 45628 members 
Mstep: Class 6 contains 81234 members 
Mstep: Class 7 contains 40041 members 
Mstep: Class 8 contains 108188 members 
Mstep: Class 9 contains 152921 members 
Mstep: Class 10 contains 25766 members 
Mstep: Class 11 contains 129012 members 
Mstep: Class 12 contains 33262 members 
Mstep: Class 13 contains 132053 members 
Mstep: Class 14 contains 37737 members 
Mstep: Class 15 contains 113111 members 
Mstep: Class 16 contains 142252 members 
Mstep: Class 17 contains 157637 members 
Mstep: Class 18 contains 129428 members 
Mstep: Class 19 contains 20326 members 
Mstep: Class 20 contains 10189 members 
Mstep: Class 21 contains 26459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153776032.000000 Penalty: 46293.628906
Iteration 29Q: 21 clusters Score -1.53776e+08 nChanged 26112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 28403 members 
Mstep: Class 3 contains 52794 members 
Mstep: Class 5 contains 44349 members 
Mstep: Class 6 contains 79479 members 
Mstep: Class 7 contains 40370 members 
Mstep: Class 8 contains 108729 members 
Mstep: Class 9 contains 150780 members 
Mstep: Class 10 contains 25311 members 
Mstep: Class 11 contains 128949 members 
Mstep: Class 12 contains 32960 members 
Mstep: Class 13 contains 131912 members 
Mstep: Class 14 contains 38597 members 
Mstep: Class 15 contains 118637 members 
Mstep: Class 16 contains 143131 members 
Mstep: Class 17 contains 154179 members 
Mstep: Class 18 contains 128888 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153784832.000000 Penalty: 46293.628906
Iteration 30Q: 21 clusters Score -1.537848e+08 nChanged 23769
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 28161 members 
Mstep: Class 3 contains 52027 members 
Mstep: Class 5 contains 43232 members 
Mstep: Class 6 contains 78001 members 
Mstep: Class 7 contains 40533 members 
Mstep: Class 8 contains 108964 members 
Mstep: Class 9 contains 148534 members 
Mstep: Class 10 contains 24912 members 
Mstep: Class 11 contains 128733 members 
Mstep: Class 12 contains 32658 members 
Mstep: Class 13 contains 132140 members 
Mstep: Class 14 contains 39526 members 
Mstep: Class 15 contains 123745 members 
Mstep: Class 16 contains 143700 members 
Mstep: Class 17 contains 151634 members 
Mstep: Class 18 contains 128291 members 
Mstep: Class 19 contains 20148 members 
Mstep: Class 20 contains 11146 members 
Mstep: Class 21 contains 26885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153791072.000000 Penalty: 46293.628906
Iteration 31Q: 21 clusters Score -1.537911e+08 nChanged 21546
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 27922 members 
Mstep: Class 3 contains 51380 members 
Mstep: Class 5 contains 42299 members 
Mstep: Class 6 contains 76702 members 
Mstep: Class 7 contains 40573 members 
Mstep: Class 8 contains 109065 members 
Mstep: Class 9 contains 146293 members 
Mstep: Class 10 contains 24561 members 
Mstep: Class 11 contains 128383 members 
Mstep: Class 12 contains 32323 members 
Mstep: Class 13 contains 132617 members 
Mstep: Class 14 contains 40395 members 
Mstep: Class 15 contains 128241 members 
Mstep: Class 16 contains 144074 members 
Mstep: Class 17 contains 150077 members 
Mstep: Class 18 contains 127738 members 
Mstep: Class 19 contains 20078 members 
Mstep: Class 20 contains 11656 members 
Mstep: Class 21 contains 27107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153796400.000000 Penalty: 46293.628906
Iteration 32Q: 21 clusters Score -1.537964e+08 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 27716 members 
Mstep: Class 3 contains 50693 members 
Mstep: Class 5 contains 41571 members 
Mstep: Class 6 contains 75561 members 
Mstep: Class 7 contains 40599 members 
Mstep: Class 8 contains 109143 members 
Mstep: Class 9 contains 144206 members 
Mstep: Class 10 contains 24230 members 
Mstep: Class 11 contains 128004 members 
Mstep: Class 12 contains 31950 members 
Mstep: Class 13 contains 133371 members 
Mstep: Class 14 contains 41237 members 
Mstep: Class 15 contains 132194 members 
Mstep: Class 16 contains 144256 members 
Mstep: Class 17 contains 149060 members 
Mstep: Class 18 contains 127172 members 
Mstep: Class 19 contains 20025 members 
Mstep: Class 20 contains 12192 members 
Mstep: Class 21 contains 27301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153800720.000000 Penalty: 46293.628906
Iteration 33Q: 21 clusters Score -1.538007e+08 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 27532 members 
Mstep: Class 3 contains 50039 members 
Mstep: Class 5 contains 40949 members 
Mstep: Class 6 contains 74626 members 
Mstep: Class 7 contains 40648 members 
Mstep: Class 8 contains 109006 members 
Mstep: Class 9 contains 142332 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 127540 members 
Mstep: Class 12 contains 31594 members 
Mstep: Class 13 contains 134261 members 
Mstep: Class 14 contains 42156 members 
Mstep: Class 15 contains 135689 members 
Mstep: Class 16 contains 144307 members 
Mstep: Class 17 contains 148396 members 
Mstep: Class 18 contains 126628 members 
Mstep: Class 19 contains 19985 members 
Mstep: Class 20 contains 12734 members 
Mstep: Class 21 contains 27475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153804304.000000 Penalty: 46293.628906
Iteration 34Q: 21 clusters Score -1.538043e+08 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 27339 members 
Mstep: Class 3 contains 49460 members 
Mstep: Class 5 contains 40407 members 
Mstep: Class 6 contains 73836 members 
Mstep: Class 7 contains 40676 members 
Mstep: Class 8 contains 108671 members 
Mstep: Class 9 contains 140678 members 
Mstep: Class 10 contains 23668 members 
Mstep: Class 11 contains 127058 members 
Mstep: Class 12 contains 31287 members 
Mstep: Class 13 contains 135375 members 
Mstep: Class 14 contains 43113 members 
Mstep: Class 15 contains 138759 members 
Mstep: Class 16 contains 144338 members 
Mstep: Class 17 contains 147952 members 
Mstep: Class 18 contains 126108 members 
Mstep: Class 19 contains 19957 members 
Mstep: Class 20 contains 13249 members 
Mstep: Class 21 contains 27586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153807392.000000 Penalty: 46293.628906
Iteration 35Q: 21 clusters Score -1.538074e+08 nChanged 15374
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 27161 members 
Mstep: Class 3 contains 48928 members 
Mstep: Class 5 contains 39954 members 
Mstep: Class 6 contains 73174 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 108234 members 
Mstep: Class 9 contains 139046 members 
Mstep: Class 10 contains 23399 members 
Mstep: Class 11 contains 126607 members 
Mstep: Class 12 contains 30973 members 
Mstep: Class 13 contains 136689 members 
Mstep: Class 14 contains 44045 members 
Mstep: Class 15 contains 141395 members 
Mstep: Class 16 contains 144319 members 
Mstep: Class 17 contains 147553 members 
Mstep: Class 18 contains 125706 members 
Mstep: Class 19 contains 19946 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 27665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153810624.000000 Penalty: 46293.628906
Iteration 36Q: 21 clusters Score -1.538106e+08 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 3 contains 48457 members 
Mstep: Class 5 contains 39601 members 
Mstep: Class 6 contains 72665 members 
Mstep: Class 7 contains 40781 members 
Mstep: Class 8 contains 107648 members 
Mstep: Class 9 contains 137439 members 
Mstep: Class 10 contains 23140 members 
Mstep: Class 11 contains 126196 members 
Mstep: Class 12 contains 30740 members 
Mstep: Class 13 contains 138131 members 
Mstep: Class 14 contains 45002 members 
Mstep: Class 15 contains 143822 members 
Mstep: Class 16 contains 144295 members 
Mstep: Class 17 contains 147171 members 
Mstep: Class 18 contains 125354 members 
Mstep: Class 19 contains 19935 members 
Mstep: Class 20 contains 14169 members 
Mstep: Class 21 contains 27728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153812688.000000 Penalty: 46293.628906
Iteration 37Q: 21 clusters Score -1.538127e+08 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 26832 members 
Mstep: Class 3 contains 48032 members 
Mstep: Class 5 contains 39305 members 
Mstep: Class 6 contains 72351 members 
Mstep: Class 7 contains 40762 members 
Mstep: Class 8 contains 106859 members 
Mstep: Class 9 contains 136024 members 
Mstep: Class 10 contains 22918 members 
Mstep: Class 11 contains 125791 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 139559 members 
Mstep: Class 14 contains 45977 members 
Mstep: Class 15 contains 146032 members 
Mstep: Class 16 contains 144290 members 
Mstep: Class 17 contains 146865 members 
Mstep: Class 18 contains 125020 members 
Mstep: Class 19 contains 19941 members 
Mstep: Class 20 contains 14498 members 
Mstep: Class 21 contains 27767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153814656.000000 Penalty: 46293.628906
Iteration 38Q: 21 clusters Score -1.538147e+08 nChanged 12652
Entering ConstructFrom: 
Score: -153814656.000000 Penalty: 46293.628906
Entering ConstructFrom: 
Trying to split cluster 1 (75693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Entering Unmasked Estep 
Score: -8007558.000000 Penalty: 1825.596680
	Iteration 0F: 2 clusters Score -8007558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7956900.500000 Penalty: 3651.193359
	Iteration 0F: 3 clusters Score -7956900 nChanged 36061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -7978016.000000 Penalty: 3651.193359
	Iteration 1F: 3 clusters Score -7978016 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -7979553.500000 Penalty: 3651.193359
	Iteration 2Q: 3 clusters Score -7979554 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -7981980.500000 Penalty: 3651.193359
	Iteration 3F: 3 clusters Score -7981980 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -7985621.000000 Penalty: 3651.193359
	Iteration 4F: 3 clusters Score -7985621 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7990494.500000 Penalty: 3651.193359
	Iteration 5F: 3 clusters Score -7990494 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -7995339.000000 Penalty: 3651.193359
	Iteration 6F: 3 clusters Score -7995339 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -7999281.500000 Penalty: 3651.193359
	Iteration 7F: 3 clusters Score -7999282 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -8001822.500000 Penalty: 3651.193359
	Iteration 8Q: 3 clusters Score -8001822 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -8003096.500000 Penalty: 3651.193359
	Iteration 9Q: 3 clusters Score -8003096 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -8003674.000000 Penalty: 3651.193359
	Iteration 10Q: 3 clusters Score -8003674 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -8004062.000000 Penalty: 3651.193359
	Iteration 11Q: 3 clusters Score -8004062 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -8004299.000000 Penalty: 3651.193359
	Iteration 12Q: 3 clusters Score -8004299 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -8004554.000000 Penalty: 3651.193359
	Iteration 13Q: 3 clusters Score -8004554 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -8004741.000000 Penalty: 3651.193359
	Iteration 14Q: 3 clusters Score -8004741 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -8004896.500000 Penalty: 3651.193359
	Iteration 15Q: 3 clusters Score -8004896 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -8005061.000000 Penalty: 3651.193359
	Iteration 16Q: 3 clusters Score -8005061 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -8005194.000000 Penalty: 3651.193359
	Iteration 17Q: 3 clusters Score -8005194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -8005265.000000 Penalty: 3651.193359
	Iteration 18Q: 3 clusters Score -8005265 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -8005348.000000 Penalty: 3651.193359
	Iteration 19Q: 3 clusters Score -8005348 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -8005415.500000 Penalty: 3651.193359
	Iteration 20F: 3 clusters Score -8005416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -8005453.500000 Penalty: 3651.193359
	Iteration 21Q: 3 clusters Score -8005454 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -8005491.000000 Penalty: 3651.193359
	Iteration 22Q: 3 clusters Score -8005491 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -8005514.000000 Penalty: 3651.193359
	Iteration 23Q: 3 clusters Score -8005514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -8005527.500000 Penalty: 3651.193359
	Iteration 24Q: 3 clusters Score -8005528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -8005546.500000 Penalty: 3651.193359
	Iteration 25Q: 3 clusters Score -8005546 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -8005587.500000 Penalty: 3651.193359
	Iteration 26Q: 3 clusters Score -8005588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -8005603.000000 Penalty: 3651.193359
	Iteration 27Q: 3 clusters Score -8005603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -8005632.500000 Penalty: 3651.193359
	Iteration 28Q: 3 clusters Score -8005632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -8005681.000000 Penalty: 3651.193359
	Iteration 29Q: 3 clusters Score -8005681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -8005712.000000 Penalty: 3651.193359
	Iteration 30Q: 3 clusters Score -8005712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -8005758.500000 Penalty: 3651.193359
	Iteration 31Q: 3 clusters Score -8005758 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -8005771.500000 Penalty: 3651.193359
	Iteration 32Q: 3 clusters Score -8005772 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -8005803.500000 Penalty: 3651.193359
	Iteration 33Q: 3 clusters Score -8005804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -8005821.500000 Penalty: 3651.193359
	Iteration 34Q: 3 clusters Score -8005822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -8005862.000000 Penalty: 3651.193359
	Iteration 35Q: 3 clusters Score -8005862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -8005885.500000 Penalty: 3651.193359
	Iteration 36Q: 3 clusters Score -8005886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -8005924.000000 Penalty: 3651.193359
	Iteration 37Q: 3 clusters Score -8005924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -8005973.500000 Penalty: 3651.193359
	Iteration 38Q: 3 clusters Score -8005974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -8006006.500000 Penalty: 3651.193359
	Iteration 39Q: 3 clusters Score -8006006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -8006010.500000 Penalty: 3651.193359
	Iteration 40F: 3 clusters Score -8006010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -8006038.500000 Penalty: 3651.193359
	Iteration 41Q: 3 clusters Score -8006038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -8006057.000000 Penalty: 3651.193359
	Iteration 42Q: 3 clusters Score -8006057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -8006070.000000 Penalty: 3651.193359
	Iteration 43Q: 3 clusters Score -8006070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -8006071.000000 Penalty: 3651.193359
	Iteration 44Q: 3 clusters Score -8006071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -8006092.500000 Penalty: 3651.193359
	Iteration 45Q: 3 clusters Score -8006092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -8006097.000000 Penalty: 3651.193359
	Iteration 46Q: 3 clusters Score -8006097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -8006103.500000 Penalty: 3651.193359
	Iteration 47Q: 3 clusters Score -8006104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -8006105.000000 Penalty: 3651.193359
	Iteration 48Q: 3 clusters Score -8006105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -8006106.500000 Penalty: 3651.193359
	Iteration 49Q: 3 clusters Score -8006106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -8006100.000000 Penalty: 3651.193359
	Iteration 50Q: 3 clusters Score -8006100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -8006095.500000 Penalty: 3651.193359
	Iteration 51Q: 3 clusters Score -8006096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -8006095.500000 Penalty: 3651.193359
	Iteration 52F: 3 clusters Score -8006096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Entering Unmasked Estep 
Score: -2589419.500000 Penalty: 1656.286377
	Iteration 0F: 2 clusters Score -2589420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2571467.500000 Penalty: 3312.572754
	Iteration 0F: 3 clusters Score -2571468 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2580811.500000 Penalty: 3312.572754
	Iteration 1F: 3 clusters Score -2580812 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2586689.250000 Penalty: 3312.572754
	Iteration 2F: 3 clusters Score -2586689 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2592029.500000 Penalty: 3312.572754
	Iteration 3F: 3 clusters Score -2592030 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2594196.500000 Penalty: 3312.572754
	Iteration 4F: 3 clusters Score -2594196 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2595173.000000 Penalty: 3312.572754
	Iteration 5F: 3 clusters Score -2595173 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2595675.000000 Penalty: 3312.572754
	Iteration 6Q: 3 clusters Score -2595675 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2595923.000000 Penalty: 3312.572754
	Iteration 7Q: 3 clusters Score -2595923 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2596058.250000 Penalty: 3312.572754
	Iteration 8Q: 3 clusters Score -2596058 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2596155.000000 Penalty: 3312.572754
	Iteration 9Q: 3 clusters Score -2596155 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2596199.750000 Penalty: 3312.572754
	Iteration 10Q: 3 clusters Score -2596200 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2596235.250000 Penalty: 3312.572754
	Iteration 11Q: 3 clusters Score -2596235 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2596258.500000 Penalty: 3312.572754
	Iteration 12Q: 3 clusters Score -2596258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2596294.750000 Penalty: 3312.572754
	Iteration 13Q: 3 clusters Score -2596295 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2596310.250000 Penalty: 3312.572754
	Iteration 14Q: 3 clusters Score -2596310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2596313.500000 Penalty: 3312.572754
	Iteration 15Q: 3 clusters Score -2596314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2596326.750000 Penalty: 3312.572754
	Iteration 16Q: 3 clusters Score -2596327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2596336.000000 Penalty: 3312.572754
	Iteration 17Q: 3 clusters Score -2596336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2596350.500000 Penalty: 3312.572754
	Iteration 18Q: 3 clusters Score -2596350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2596359.500000 Penalty: 3312.572754
	Iteration 19Q: 3 clusters Score -2596360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2596352.250000 Penalty: 3312.572754
	Iteration 20F: 3 clusters Score -2596352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2596361.750000 Penalty: 3312.572754
	Iteration 21Q: 3 clusters Score -2596362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2596363.250000 Penalty: 3312.572754
	Iteration 22Q: 3 clusters Score -2596363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2596370.250000 Penalty: 3312.572754
	Iteration 23Q: 3 clusters Score -2596370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2596371.000000 Penalty: 3312.572754
	Iteration 24Q: 3 clusters Score -2596371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2596376.000000 Penalty: 3312.572754
	Iteration 25Q: 3 clusters Score -2596376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2596381.500000 Penalty: 3312.572754
	Iteration 26Q: 3 clusters Score -2596382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2596384.250000 Penalty: 3312.572754
	Iteration 27Q: 3 clusters Score -2596384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2596389.000000 Penalty: 3312.572754
	Iteration 28Q: 3 clusters Score -2596389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2596385.500000 Penalty: 3312.572754
	Iteration 29Q: 3 clusters Score -2596386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2596389.000000 Penalty: 3312.572754
	Iteration 30Q: 3 clusters Score -2596389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2596385.750000 Penalty: 3312.572754
	Iteration 31Q: 3 clusters Score -2596386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2596386.000000 Penalty: 3312.572754
	Iteration 32Q: 3 clusters Score -2596386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2596390.500000 Penalty: 3312.572754
	Iteration 33Q: 3 clusters Score -2596390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2596385.750000 Penalty: 3312.572754
	Iteration 34Q: 3 clusters Score -2596386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2596388.500000 Penalty: 3312.572754
	Iteration 35Q: 3 clusters Score -2596388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2596388.500000 Penalty: 3312.572754
	Iteration 36Q: 3 clusters Score -2596388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2596387.000000 Penalty: 3312.572754
	Iteration 37Q: 3 clusters Score -2596387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2596391.750000 Penalty: 3312.572754
	Iteration 38Q: 3 clusters Score -2596392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2596394.250000 Penalty: 3312.572754
	Iteration 39Q: 3 clusters Score -2596394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2596394.000000 Penalty: 3312.572754
	Iteration 40F: 3 clusters Score -2596394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2596396.500000 Penalty: 3312.572754
	Iteration 41Q: 3 clusters Score -2596396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2596391.250000 Penalty: 3312.572754
	Iteration 42Q: 3 clusters Score -2596391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2596394.750000 Penalty: 3312.572754
	Iteration 43Q: 3 clusters Score -2596395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2596396.250000 Penalty: 3312.572754
	Iteration 44Q: 3 clusters Score -2596396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2596392.500000 Penalty: 3312.572754
	Iteration 45Q: 3 clusters Score -2596392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2596396.500000 Penalty: 3312.572754
	Iteration 46Q: 3 clusters Score -2596396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2596400.000000 Penalty: 3312.572754
	Iteration 47Q: 3 clusters Score -2596400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2596399.000000 Penalty: 3312.572754
	Iteration 48Q: 3 clusters Score -2596399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2596399.500000 Penalty: 3312.572754
	Iteration 49Q: 3 clusters Score -2596400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2596394.750000 Penalty: 3312.572754
	Iteration 50Q: 3 clusters Score -2596395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2596398.500000 Penalty: 3312.572754
	Iteration 51Q: 3 clusters Score -2596398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2596399.250000 Penalty: 3312.572754
	Iteration 52Q: 3 clusters Score -2596399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2596399.250000 Penalty: 3312.572754
	Iteration 53F: 3 clusters Score -2596399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 47699 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 39116 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 106006 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 22739 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Entering Unmasked Estep 
Score: -153822000.000000 Penalty: 48608.308594
Splitting cluster 2 changes total score from -153814656.000000 to -153822000.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (47699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Entering Unmasked Estep 
Score: -4837430.500000 Penalty: 1750.558228
	Iteration 0F: 2 clusters Score -4837430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4805724.000000 Penalty: 3501.116455
	Iteration 0F: 3 clusters Score -4805724 nChanged 22262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4820073.000000 Penalty: 3501.116455
	Iteration 1F: 3 clusters Score -4820073 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4822306.000000 Penalty: 3501.116455
	Iteration 2F: 3 clusters Score -4822306 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4825223.000000 Penalty: 3501.116455
	Iteration 3F: 3 clusters Score -4825223 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4828344.500000 Penalty: 3501.116455
	Iteration 4F: 3 clusters Score -4828344 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4831521.000000 Penalty: 3501.116455
	Iteration 5F: 3 clusters Score -4831521 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4834210.000000 Penalty: 3501.116455
	Iteration 6F: 3 clusters Score -4834210 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4835978.000000 Penalty: 3501.116455
	Iteration 7Q: 3 clusters Score -4835978 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4836802.000000 Penalty: 3501.116455
	Iteration 8Q: 3 clusters Score -4836802 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4837254.000000 Penalty: 3501.116455
	Iteration 9Q: 3 clusters Score -4837254 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4837563.000000 Penalty: 3501.116455
	Iteration 10Q: 3 clusters Score -4837563 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4837675.000000 Penalty: 3501.116455
	Iteration 11Q: 3 clusters Score -4837675 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4837743.500000 Penalty: 3501.116455
	Iteration 12Q: 3 clusters Score -4837744 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4837802.000000 Penalty: 3501.116455
	Iteration 13Q: 3 clusters Score -4837802 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4837851.500000 Penalty: 3501.116455
	Iteration 14Q: 3 clusters Score -4837852 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4837878.000000 Penalty: 3501.116455
	Iteration 15Q: 3 clusters Score -4837878 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4837902.000000 Penalty: 3501.116455
	Iteration 16Q: 3 clusters Score -4837902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4837937.000000 Penalty: 3501.116455
	Iteration 17Q: 3 clusters Score -4837937 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4837938.500000 Penalty: 3501.116455
	Iteration 18Q: 3 clusters Score -4837938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4837945.500000 Penalty: 3501.116455
	Iteration 19Q: 3 clusters Score -4837946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4837946.500000 Penalty: 3501.116455
	Iteration 20F: 3 clusters Score -4837946 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4837955.500000 Penalty: 3501.116455
	Iteration 21Q: 3 clusters Score -4837956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4837973.500000 Penalty: 3501.116455
	Iteration 22Q: 3 clusters Score -4837974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4837969.500000 Penalty: 3501.116455
	Iteration 23Q: 3 clusters Score -4837970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4837963.500000 Penalty: 3501.116455
	Iteration 24Q: 3 clusters Score -4837964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4837968.000000 Penalty: 3501.116455
	Iteration 25Q: 3 clusters Score -4837968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4837968.500000 Penalty: 3501.116455
	Iteration 26Q: 3 clusters Score -4837968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4837978.000000 Penalty: 3501.116455
	Iteration 27Q: 3 clusters Score -4837978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4837975.500000 Penalty: 3501.116455
	Iteration 28Q: 3 clusters Score -4837976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4837977.500000 Penalty: 3501.116455
	Iteration 29Q: 3 clusters Score -4837978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -4837971.000000 Penalty: 3501.116455
	Iteration 30Q: 3 clusters Score -4837971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -4837979.500000 Penalty: 3501.116455
	Iteration 31Q: 3 clusters Score -4837980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4837984.000000 Penalty: 3501.116455
	Iteration 32Q: 3 clusters Score -4837984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4837984.500000 Penalty: 3501.116455
	Iteration 33Q: 3 clusters Score -4837984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4837987.500000 Penalty: 3501.116455
	Iteration 34Q: 3 clusters Score -4837988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4837996.500000 Penalty: 3501.116455
	Iteration 35Q: 3 clusters Score -4837996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4838002.500000 Penalty: 3501.116455
	Iteration 36Q: 3 clusters Score -4838002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4838006.500000 Penalty: 3501.116455
	Iteration 37Q: 3 clusters Score -4838006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4838004.500000 Penalty: 3501.116455
	Iteration 38Q: 3 clusters Score -4838004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4838006.500000 Penalty: 3501.116455
	Iteration 39Q: 3 clusters Score -4838006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4838012.000000 Penalty: 3501.116455
	Iteration 40F: 3 clusters Score -4838012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4838017.500000 Penalty: 3501.116455
	Iteration 41Q: 3 clusters Score -4838018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4838010.000000 Penalty: 3501.116455
	Iteration 42Q: 3 clusters Score -4838010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4838015.000000 Penalty: 3501.116455
	Iteration 43Q: 3 clusters Score -4838015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -4838018.000000 Penalty: 3501.116455
	Iteration 44Q: 3 clusters Score -4838018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4838011.500000 Penalty: 3501.116455
	Iteration 45Q: 3 clusters Score -4838012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4838016.500000 Penalty: 3501.116455
	Iteration 46Q: 3 clusters Score -4838016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4838019.000000 Penalty: 3501.116455
	Iteration 47Q: 3 clusters Score -4838019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4838014.500000 Penalty: 3501.116455
	Iteration 48Q: 3 clusters Score -4838014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4838018.500000 Penalty: 3501.116455
	Iteration 49Q: 3 clusters Score -4838018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4838013.500000 Penalty: 3501.116455
	Iteration 50Q: 3 clusters Score -4838014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4838011.500000 Penalty: 3501.116455
	Iteration 51Q: 3 clusters Score -4838012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -4838012.000000 Penalty: 3501.116455
	Iteration 52Q: 3 clusters Score -4838012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4838010.000000 Penalty: 3501.116455
	Iteration 53Q: 3 clusters Score -4838010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4838008.000000 Penalty: 3501.116455
	Iteration 54Q: 3 clusters Score -4838008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4838008.000000 Penalty: 3501.116455
	Iteration 55F: 3 clusters Score -4838008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 39116 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 106006 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 22739 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Entering Unmasked Estep 
Score: -153822112.000000 Penalty: 50922.992188
Splitting cluster 3 changes total score from -153814656.000000 to -153822112.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (39116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Entering Unmasked Estep 
Score: -3915212.000000 Penalty: 1718.321533
	Iteration 0F: 2 clusters Score -3915212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3889011.250000 Penalty: 3436.643066
	Iteration 0F: 3 clusters Score -3889011 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3899687.500000 Penalty: 3436.643066
	Iteration 1F: 3 clusters Score -3899688 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3900868.500000 Penalty: 3436.643066
	Iteration 2F: 3 clusters Score -3900868 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3902724.250000 Penalty: 3436.643066
	Iteration 3F: 3 clusters Score -3902724 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3905393.250000 Penalty: 3436.643066
	Iteration 4F: 3 clusters Score -3905393 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3908358.750000 Penalty: 3436.643066
	Iteration 5F: 3 clusters Score -3908359 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3910877.250000 Penalty: 3436.643066
	Iteration 6F: 3 clusters Score -3910877 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3912986.500000 Penalty: 3436.643066
	Iteration 7F: 3 clusters Score -3912986 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3914675.500000 Penalty: 3436.643066
	Iteration 8Q: 3 clusters Score -3914676 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3915803.500000 Penalty: 3436.643066
	Iteration 9Q: 3 clusters Score -3915804 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3916450.000000 Penalty: 3436.643066
	Iteration 10Q: 3 clusters Score -3916450 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3916892.500000 Penalty: 3436.643066
	Iteration 11Q: 3 clusters Score -3916892 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3917248.000000 Penalty: 3436.643066
	Iteration 12Q: 3 clusters Score -3917248 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3917528.250000 Penalty: 3436.643066
	Iteration 13Q: 3 clusters Score -3917528 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3917769.250000 Penalty: 3436.643066
	Iteration 14Q: 3 clusters Score -3917769 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3917934.000000 Penalty: 3436.643066
	Iteration 15Q: 3 clusters Score -3917934 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3918043.000000 Penalty: 3436.643066
	Iteration 16Q: 3 clusters Score -3918043 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3918102.000000 Penalty: 3436.643066
	Iteration 17Q: 3 clusters Score -3918102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3918147.500000 Penalty: 3436.643066
	Iteration 18Q: 3 clusters Score -3918148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3918195.250000 Penalty: 3436.643066
	Iteration 19Q: 3 clusters Score -3918195 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3918267.250000 Penalty: 3436.643066
	Iteration 20F: 3 clusters Score -3918267 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3918293.750000 Penalty: 3436.643066
	Iteration 21Q: 3 clusters Score -3918294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3918304.750000 Penalty: 3436.643066
	Iteration 22Q: 3 clusters Score -3918305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3918308.750000 Penalty: 3436.643066
	Iteration 23Q: 3 clusters Score -3918309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3918316.000000 Penalty: 3436.643066
	Iteration 24Q: 3 clusters Score -3918316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3918315.000000 Penalty: 3436.643066
	Iteration 25Q: 3 clusters Score -3918315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3918319.500000 Penalty: 3436.643066
	Iteration 26Q: 3 clusters Score -3918320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3918327.500000 Penalty: 3436.643066
	Iteration 27Q: 3 clusters Score -3918328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3918335.750000 Penalty: 3436.643066
	Iteration 28Q: 3 clusters Score -3918336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3918335.500000 Penalty: 3436.643066
	Iteration 29Q: 3 clusters Score -3918336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3918337.250000 Penalty: 3436.643066
	Iteration 30Q: 3 clusters Score -3918337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3918338.000000 Penalty: 3436.643066
	Iteration 31Q: 3 clusters Score -3918338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3918340.750000 Penalty: 3436.643066
	Iteration 32Q: 3 clusters Score -3918341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3918341.250000 Penalty: 3436.643066
	Iteration 33Q: 3 clusters Score -3918341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3918339.750000 Penalty: 3436.643066
	Iteration 34Q: 3 clusters Score -3918340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3918341.000000 Penalty: 3436.643066
	Iteration 35Q: 3 clusters Score -3918341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3918342.250000 Penalty: 3436.643066
	Iteration 36Q: 3 clusters Score -3918342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3918346.750000 Penalty: 3436.643066
	Iteration 37Q: 3 clusters Score -3918347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3918343.750000 Penalty: 3436.643066
	Iteration 38Q: 3 clusters Score -3918344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3918344.750000 Penalty: 3436.643066
	Iteration 39Q: 3 clusters Score -3918345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3918343.000000 Penalty: 3436.643066
	Iteration 40F: 3 clusters Score -3918343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3918339.750000 Penalty: 3436.643066
	Iteration 41Q: 3 clusters Score -3918340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3918343.750000 Penalty: 3436.643066
	Iteration 42Q: 3 clusters Score -3918344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3918344.000000 Penalty: 3436.643066
	Iteration 43Q: 3 clusters Score -3918344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3918344.000000 Penalty: 3436.643066
	Iteration 44Q: 3 clusters Score -3918344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3918346.500000 Penalty: 3436.643066
	Iteration 45Q: 3 clusters Score -3918346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3918345.000000 Penalty: 3436.643066
	Iteration 46Q: 3 clusters Score -3918345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3918343.500000 Penalty: 3436.643066
	Iteration 47Q: 3 clusters Score -3918344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3918343.500000 Penalty: 3436.643066
	Iteration 48F: 3 clusters Score -3918344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 106006 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 22739 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Entering Unmasked Estep 
Score: -153825840.000000 Penalty: 53237.671875
Splitting cluster 5 changes total score from -153814656.000000 to -153825840.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (72146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Entering Unmasked Estep 
Score: -7550423.000000 Penalty: 1817.797607
	Iteration 0F: 2 clusters Score -7550423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -7502130.500000 Penalty: 3635.595215
	Iteration 0F: 3 clusters Score -7502130 nChanged 34255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7521647.500000 Penalty: 3635.595215
	Iteration 1F: 3 clusters Score -7521648 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7522414.500000 Penalty: 3635.595215
	Iteration 2Q: 3 clusters Score -7522414 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -7523284.500000 Penalty: 3635.595215
	Iteration 3Q: 3 clusters Score -7523284 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -7524576.500000 Penalty: 3635.595215
	Iteration 4Q: 3 clusters Score -7524576 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -7526011.500000 Penalty: 3635.595215
	Iteration 5Q: 3 clusters Score -7526012 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -7527575.000000 Penalty: 3635.595215
	Iteration 6Q: 3 clusters Score -7527575 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -7529195.000000 Penalty: 3635.595215
	Iteration 7F: 3 clusters Score -7529195 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7530681.500000 Penalty: 3635.595215
	Iteration 8F: 3 clusters Score -7530682 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -7531929.500000 Penalty: 3635.595215
	Iteration 9Q: 3 clusters Score -7531930 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7532852.000000 Penalty: 3635.595215
	Iteration 10Q: 3 clusters Score -7532852 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7533582.000000 Penalty: 3635.595215
	Iteration 11Q: 3 clusters Score -7533582 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7534104.000000 Penalty: 3635.595215
	Iteration 12Q: 3 clusters Score -7534104 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -7534536.500000 Penalty: 3635.595215
	Iteration 13Q: 3 clusters Score -7534536 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -7534833.500000 Penalty: 3635.595215
	Iteration 14Q: 3 clusters Score -7534834 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -7535164.500000 Penalty: 3635.595215
	Iteration 15Q: 3 clusters Score -7535164 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -7535564.000000 Penalty: 3635.595215
	Iteration 16Q: 3 clusters Score -7535564 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -7536046.500000 Penalty: 3635.595215
	Iteration 17Q: 3 clusters Score -7536046 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -7536671.000000 Penalty: 3635.595215
	Iteration 18Q: 3 clusters Score -7536671 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -7537596.500000 Penalty: 3635.595215
	Iteration 19Q: 3 clusters Score -7537596 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -7538914.500000 Penalty: 3635.595215
	Iteration 20F: 3 clusters Score -7538914 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -7540797.500000 Penalty: 3635.595215
	Iteration 21Q: 3 clusters Score -7540798 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7542856.500000 Penalty: 3635.595215
	Iteration 22Q: 3 clusters Score -7542856 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7544318.500000 Penalty: 3635.595215
	Iteration 23Q: 3 clusters Score -7544318 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 58747 members 
Entering Unmasked Estep 
Score: -7545196.500000 Penalty: 3635.595215
	Iteration 24Q: 3 clusters Score -7545196 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -7545816.500000 Penalty: 3635.595215
	Iteration 25Q: 3 clusters Score -7545816 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -7546325.500000 Penalty: 3635.595215
	Iteration 26Q: 3 clusters Score -7546326 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -7546718.000000 Penalty: 3635.595215
	Iteration 27Q: 3 clusters Score -7546718 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -7547097.500000 Penalty: 3635.595215
	Iteration 28Q: 3 clusters Score -7547098 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -7547499.000000 Penalty: 3635.595215
	Iteration 29Q: 3 clusters Score -7547499 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -7547822.500000 Penalty: 3635.595215
	Iteration 30Q: 3 clusters Score -7547822 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -7548089.500000 Penalty: 3635.595215
	Iteration 31Q: 3 clusters Score -7548090 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -7548358.000000 Penalty: 3635.595215
	Iteration 32Q: 3 clusters Score -7548358 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -7548579.500000 Penalty: 3635.595215
	Iteration 33Q: 3 clusters Score -7548580 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -7548784.000000 Penalty: 3635.595215
	Iteration 34Q: 3 clusters Score -7548784 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -7548962.000000 Penalty: 3635.595215
	Iteration 35Q: 3 clusters Score -7548962 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -7549069.000000 Penalty: 3635.595215
	Iteration 36Q: 3 clusters Score -7549069 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -7549151.000000 Penalty: 3635.595215
	Iteration 37Q: 3 clusters Score -7549151 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -7549241.500000 Penalty: 3635.595215
	Iteration 38Q: 3 clusters Score -7549242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -7549315.500000 Penalty: 3635.595215
	Iteration 39Q: 3 clusters Score -7549316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -7549394.500000 Penalty: 3635.595215
	Iteration 40F: 3 clusters Score -7549394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -7549454.500000 Penalty: 3635.595215
	Iteration 41Q: 3 clusters Score -7549454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -7549524.500000 Penalty: 3635.595215
	Iteration 42Q: 3 clusters Score -7549524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -7549561.500000 Penalty: 3635.595215
	Iteration 43Q: 3 clusters Score -7549562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -7549600.500000 Penalty: 3635.595215
	Iteration 44Q: 3 clusters Score -7549600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -7549638.000000 Penalty: 3635.595215
	Iteration 45Q: 3 clusters Score -7549638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -7549645.000000 Penalty: 3635.595215
	Iteration 46Q: 3 clusters Score -7549645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -7549660.500000 Penalty: 3635.595215
	Iteration 47Q: 3 clusters Score -7549660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -7549672.000000 Penalty: 3635.595215
	Iteration 48Q: 3 clusters Score -7549672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -7549687.000000 Penalty: 3635.595215
	Iteration 49Q: 3 clusters Score -7549687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -7549693.000000 Penalty: 3635.595215
	Iteration 50Q: 3 clusters Score -7549693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -7549712.000000 Penalty: 3635.595215
	Iteration 51Q: 3 clusters Score -7549712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -7549748.000000 Penalty: 3635.595215
	Iteration 52Q: 3 clusters Score -7549748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -7549752.500000 Penalty: 3635.595215
	Iteration 53Q: 3 clusters Score -7549752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -7549752.500000 Penalty: 3635.595215
	Iteration 54Q: 3 clusters Score -7549752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -7549752.500000 Penalty: 3635.595215
	Iteration 55Q: 3 clusters Score -7549752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -7549751.500000 Penalty: 3635.595215
	Iteration 56Q: 3 clusters Score -7549752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -7549748.500000 Penalty: 3635.595215
	Iteration 57Q: 3 clusters Score -7549748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -7549756.000000 Penalty: 3635.595215
	Iteration 58Q: 3 clusters Score -7549756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -7549765.500000 Penalty: 3635.595215
	Iteration 59Q: 3 clusters Score -7549766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -7549777.500000 Penalty: 3635.595215
	Iteration 60F: 3 clusters Score -7549778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -7549763.500000 Penalty: 3635.595215
	Iteration 61Q: 3 clusters Score -7549764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -7549767.000000 Penalty: 3635.595215
	Iteration 62Q: 3 clusters Score -7549767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -7549765.500000 Penalty: 3635.595215
	Iteration 63Q: 3 clusters Score -7549766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -7549756.000000 Penalty: 3635.595215
	Iteration 64Q: 3 clusters Score -7549756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -7549762.000000 Penalty: 3635.595215
	Iteration 65Q: 3 clusters Score -7549762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -7549763.500000 Penalty: 3635.595215
	Iteration 66Q: 3 clusters Score -7549764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -7549757.000000 Penalty: 3635.595215
	Iteration 67Q: 3 clusters Score -7549757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -7549759.500000 Penalty: 3635.595215
	Iteration 68Q: 3 clusters Score -7549760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -7549761.500000 Penalty: 3635.595215
	Iteration 69Q: 3 clusters Score -7549762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -7549761.500000 Penalty: 3635.595215
	Iteration 70F: 3 clusters Score -7549762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Entering Unmasked Estep 
Score: -4198618.000000 Penalty: 1724.856079
	Iteration 0F: 2 clusters Score -4198618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4171481.250000 Penalty: 3449.712158
	Iteration 0F: 3 clusters Score -4171481 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4182132.500000 Penalty: 3449.712158
	Iteration 1F: 3 clusters Score -4182132 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4182932.000000 Penalty: 3449.712158
	Iteration 2Q: 3 clusters Score -4182932 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4184021.750000 Penalty: 3449.712158
	Iteration 3F: 3 clusters Score -4184022 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4185554.000000 Penalty: 3449.712158
	Iteration 4F: 3 clusters Score -4185554 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4187562.750000 Penalty: 3449.712158
	Iteration 5F: 3 clusters Score -4187563 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4189856.750000 Penalty: 3449.712158
	Iteration 6F: 3 clusters Score -4189857 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4192044.750000 Penalty: 3449.712158
	Iteration 7F: 3 clusters Score -4192045 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4193546.750000 Penalty: 3449.712158
	Iteration 8Q: 3 clusters Score -4193547 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4194383.500000 Penalty: 3449.712158
	Iteration 9Q: 3 clusters Score -4194384 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4194925.500000 Penalty: 3449.712158
	Iteration 10Q: 3 clusters Score -4194926 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4195364.500000 Penalty: 3449.712158
	Iteration 11Q: 3 clusters Score -4195364 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4195734.000000 Penalty: 3449.712158
	Iteration 12Q: 3 clusters Score -4195734 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4196067.500000 Penalty: 3449.712158
	Iteration 13Q: 3 clusters Score -4196068 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4196397.000000 Penalty: 3449.712158
	Iteration 14Q: 3 clusters Score -4196397 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4196677.500000 Penalty: 3449.712158
	Iteration 15Q: 3 clusters Score -4196678 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4196922.000000 Penalty: 3449.712158
	Iteration 16Q: 3 clusters Score -4196922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -4197121.000000 Penalty: 3449.712158
	Iteration 17Q: 3 clusters Score -4197121 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4197281.000000 Penalty: 3449.712158
	Iteration 18Q: 3 clusters Score -4197281 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4197373.000000 Penalty: 3449.712158
	Iteration 19Q: 3 clusters Score -4197373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4197446.000000 Penalty: 3449.712158
	Iteration 20F: 3 clusters Score -4197446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4197493.500000 Penalty: 3449.712158
	Iteration 21Q: 3 clusters Score -4197494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4197548.500000 Penalty: 3449.712158
	Iteration 22Q: 3 clusters Score -4197548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4197584.500000 Penalty: 3449.712158
	Iteration 23Q: 3 clusters Score -4197584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4197610.500000 Penalty: 3449.712158
	Iteration 24Q: 3 clusters Score -4197610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4197647.500000 Penalty: 3449.712158
	Iteration 25Q: 3 clusters Score -4197648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4197657.500000 Penalty: 3449.712158
	Iteration 26Q: 3 clusters Score -4197658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4197666.500000 Penalty: 3449.712158
	Iteration 27Q: 3 clusters Score -4197666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4197677.000000 Penalty: 3449.712158
	Iteration 28Q: 3 clusters Score -4197677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4197683.500000 Penalty: 3449.712158
	Iteration 29Q: 3 clusters Score -4197684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4197692.500000 Penalty: 3449.712158
	Iteration 30Q: 3 clusters Score -4197692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4197708.000000 Penalty: 3449.712158
	Iteration 31Q: 3 clusters Score -4197708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4197720.500000 Penalty: 3449.712158
	Iteration 32Q: 3 clusters Score -4197720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4197721.000000 Penalty: 3449.712158
	Iteration 33Q: 3 clusters Score -4197721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4197726.500000 Penalty: 3449.712158
	Iteration 34Q: 3 clusters Score -4197726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4197736.500000 Penalty: 3449.712158
	Iteration 35Q: 3 clusters Score -4197736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4197731.500000 Penalty: 3449.712158
	Iteration 36Q: 3 clusters Score -4197732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4197731.500000 Penalty: 3449.712158
	Iteration 37Q: 3 clusters Score -4197732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4197735.000000 Penalty: 3449.712158
	Iteration 38Q: 3 clusters Score -4197735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4197734.000000 Penalty: 3449.712158
	Iteration 39Q: 3 clusters Score -4197734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4197738.500000 Penalty: 3449.712158
	Iteration 40F: 3 clusters Score -4197738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4197742.000000 Penalty: 3449.712158
	Iteration 41Q: 3 clusters Score -4197742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4197741.500000 Penalty: 3449.712158
	Iteration 42Q: 3 clusters Score -4197742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4197738.500000 Penalty: 3449.712158
	Iteration 43Q: 3 clusters Score -4197738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4197739.000000 Penalty: 3449.712158
	Iteration 44Q: 3 clusters Score -4197739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4197742.500000 Penalty: 3449.712158
	Iteration 45Q: 3 clusters Score -4197742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4197746.500000 Penalty: 3449.712158
	Iteration 46Q: 3 clusters Score -4197746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4197751.000000 Penalty: 3449.712158
	Iteration 47Q: 3 clusters Score -4197751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4197754.000000 Penalty: 3449.712158
	Iteration 48Q: 3 clusters Score -4197754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4197756.500000 Penalty: 3449.712158
	Iteration 49Q: 3 clusters Score -4197756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4197755.000000 Penalty: 3449.712158
	Iteration 50Q: 3 clusters Score -4197755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4197751.000000 Penalty: 3449.712158
	Iteration 51Q: 3 clusters Score -4197751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4197749.000000 Penalty: 3449.712158
	Iteration 52Q: 3 clusters Score -4197749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4197747.500000 Penalty: 3449.712158
	Iteration 53Q: 3 clusters Score -4197748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4197743.500000 Penalty: 3449.712158
	Iteration 54Q: 3 clusters Score -4197744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4197743.500000 Penalty: 3449.712158
	Iteration 55F: 3 clusters Score -4197744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Entering Unmasked Estep 
Score: -10965699.000000 Penalty: 1880.328247
	Iteration 0F: 2 clusters Score -1.09657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -10894987.000000 Penalty: 3760.656494
	Iteration 0F: 3 clusters Score -1.089499e+07 nChanged 50814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -10925038.000000 Penalty: 3760.656494
	Iteration 1F: 3 clusters Score -1.092504e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -10926905.000000 Penalty: 3760.656494
	Iteration 2Q: 3 clusters Score -1.09269e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -10930194.000000 Penalty: 3760.656494
	Iteration 3Q: 3 clusters Score -1.093019e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -10935393.000000 Penalty: 3760.656494
	Iteration 4F: 3 clusters Score -1.093539e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -10942406.000000 Penalty: 3760.656494
	Iteration 5F: 3 clusters Score -1.094241e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -10949451.000000 Penalty: 3760.656494
	Iteration 6F: 3 clusters Score -1.094945e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -10954789.000000 Penalty: 3760.656494
	Iteration 7F: 3 clusters Score -1.095479e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -10958395.000000 Penalty: 3760.656494
	Iteration 8Q: 3 clusters Score -1.09584e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -10960645.000000 Penalty: 3760.656494
	Iteration 9Q: 3 clusters Score -1.096064e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -10962012.000000 Penalty: 3760.656494
	Iteration 10Q: 3 clusters Score -1.096201e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -10962919.000000 Penalty: 3760.656494
	Iteration 11Q: 3 clusters Score -1.096292e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -10963462.000000 Penalty: 3760.656494
	Iteration 12Q: 3 clusters Score -1.096346e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -10963847.000000 Penalty: 3760.656494
	Iteration 13Q: 3 clusters Score -1.096385e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -10964182.000000 Penalty: 3760.656494
	Iteration 14Q: 3 clusters Score -1.096418e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -10964399.000000 Penalty: 3760.656494
	Iteration 15Q: 3 clusters Score -1.09644e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -10964584.000000 Penalty: 3760.656494
	Iteration 16Q: 3 clusters Score -1.096458e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -10964681.000000 Penalty: 3760.656494
	Iteration 17Q: 3 clusters Score -1.096468e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -10964802.000000 Penalty: 3760.656494
	Iteration 18Q: 3 clusters Score -1.09648e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -10964916.000000 Penalty: 3760.656494
	Iteration 19Q: 3 clusters Score -1.096492e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -10965011.000000 Penalty: 3760.656494
	Iteration 20F: 3 clusters Score -1.096501e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -10965152.000000 Penalty: 3760.656494
	Iteration 21Q: 3 clusters Score -1.096515e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -10965302.000000 Penalty: 3760.656494
	Iteration 22Q: 3 clusters Score -1.09653e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -10965432.000000 Penalty: 3760.656494
	Iteration 23Q: 3 clusters Score -1.096543e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -10965553.000000 Penalty: 3760.656494
	Iteration 24Q: 3 clusters Score -1.096555e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -10965670.000000 Penalty: 3760.656494
	Iteration 25Q: 3 clusters Score -1.096567e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10965825.000000 Penalty: 3760.656494
	Iteration 26Q: 3 clusters Score -1.096582e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -10965915.000000 Penalty: 3760.656494
	Iteration 27Q: 3 clusters Score -1.096592e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -10965999.000000 Penalty: 3760.656494
	Iteration 28Q: 3 clusters Score -1.0966e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -10966056.000000 Penalty: 3760.656494
	Iteration 29Q: 3 clusters Score -1.096606e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -10966087.000000 Penalty: 3760.656494
	Iteration 30Q: 3 clusters Score -1.096609e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -10966123.000000 Penalty: 3760.656494
	Iteration 31Q: 3 clusters Score -1.096612e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -10966143.000000 Penalty: 3760.656494
	Iteration 32Q: 3 clusters Score -1.096614e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -10966151.000000 Penalty: 3760.656494
	Iteration 33Q: 3 clusters Score -1.096615e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -10966170.000000 Penalty: 3760.656494
	Iteration 34Q: 3 clusters Score -1.096617e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -10966179.000000 Penalty: 3760.656494
	Iteration 35Q: 3 clusters Score -1.096618e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -10966192.000000 Penalty: 3760.656494
	Iteration 36Q: 3 clusters Score -1.096619e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -10966220.000000 Penalty: 3760.656494
	Iteration 37Q: 3 clusters Score -1.096622e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -10966230.000000 Penalty: 3760.656494
	Iteration 38Q: 3 clusters Score -1.096623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -10966234.000000 Penalty: 3760.656494
	Iteration 39Q: 3 clusters Score -1.096623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -10966291.000000 Penalty: 3760.656494
	Iteration 40F: 3 clusters Score -1.096629e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -10966319.000000 Penalty: 3760.656494
	Iteration 41Q: 3 clusters Score -1.096632e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -10966341.000000 Penalty: 3760.656494
	Iteration 42Q: 3 clusters Score -1.096634e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -10966359.000000 Penalty: 3760.656494
	Iteration 43Q: 3 clusters Score -1.096636e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -10966381.000000 Penalty: 3760.656494
	Iteration 44Q: 3 clusters Score -1.096638e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10966393.000000 Penalty: 3760.656494
	Iteration 45Q: 3 clusters Score -1.096639e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -10966389.000000 Penalty: 3760.656494
	Iteration 46Q: 3 clusters Score -1.096639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -10966397.000000 Penalty: 3760.656494
	Iteration 47Q: 3 clusters Score -1.09664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10966397.000000 Penalty: 3760.656494
	Iteration 48Q: 3 clusters Score -1.09664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -10966390.000000 Penalty: 3760.656494
	Iteration 49Q: 3 clusters Score -1.096639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -10966394.000000 Penalty: 3760.656494
	Iteration 50Q: 3 clusters Score -1.096639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -10966396.000000 Penalty: 3760.656494
	Iteration 51Q: 3 clusters Score -1.09664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -10966408.000000 Penalty: 3760.656494
	Iteration 52Q: 3 clusters Score -1.096641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99697 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -10966406.000000 Penalty: 3760.656494
	Iteration 53Q: 3 clusters Score -1.096641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -10966418.000000 Penalty: 3760.656494
	Iteration 54Q: 3 clusters Score -1.096642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -10966424.000000 Penalty: 3760.656494
	Iteration 55Q: 3 clusters Score -1.096642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -10966427.000000 Penalty: 3760.656494
	Iteration 56Q: 3 clusters Score -1.096643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10966437.000000 Penalty: 3760.656494
	Iteration 57Q: 3 clusters Score -1.096644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -10966426.000000 Penalty: 3760.656494
	Iteration 58Q: 3 clusters Score -1.096643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -10966425.000000 Penalty: 3760.656494
	Iteration 59Q: 3 clusters Score -1.096642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -10966420.000000 Penalty: 3760.656494
	Iteration 60F: 3 clusters Score -1.096642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -10966421.000000 Penalty: 3760.656494
	Iteration 61Q: 3 clusters Score -1.096642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -10966430.000000 Penalty: 3760.656494
	Iteration 62Q: 3 clusters Score -1.096643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -10966435.000000 Penalty: 3760.656494
	Iteration 63Q: 3 clusters Score -1.096644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -10966447.000000 Penalty: 3760.656494
	Iteration 64Q: 3 clusters Score -1.096645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -10966443.000000 Penalty: 3760.656494
	Iteration 65Q: 3 clusters Score -1.096644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -10966443.000000 Penalty: 3760.656494
	Iteration 66Q: 3 clusters Score -1.096644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -10966443.000000 Penalty: 3760.656494
	Iteration 67Q: 3 clusters Score -1.096644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -10966444.000000 Penalty: 3760.656494
	Iteration 68Q: 3 clusters Score -1.096644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -10966448.000000 Penalty: 3760.656494
	Iteration 69Q: 3 clusters Score -1.096645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -10966441.000000 Penalty: 3760.656494
	Iteration 70Q: 3 clusters Score -1.096644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -10966441.000000 Penalty: 3760.656494
	Iteration 71Q: 3 clusters Score -1.096644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -10966439.000000 Penalty: 3760.656494
	Iteration 72Q: 3 clusters Score -1.096644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -10966436.000000 Penalty: 3760.656494
	Iteration 73Q: 3 clusters Score -1.096644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -10966448.000000 Penalty: 3760.656494
	Iteration 74Q: 3 clusters Score -1.096645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99697 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -10966451.000000 Penalty: 3760.656494
	Iteration 75Q: 3 clusters Score -1.096645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10966453.000000 Penalty: 3760.656494
	Iteration 76Q: 3 clusters Score -1.096645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10966453.000000 Penalty: 3760.656494
	Iteration 77F: 3 clusters Score -1.096645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 22739 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Entering Unmasked Estep 
Score: -153824656.000000 Penalty: 55552.351562
Splitting cluster 8 changes total score from -153814656.000000 to -153824656.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (134705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134705 members 
Entering Unmasked Estep 
Score: -13910777.000000 Penalty: 1919.261963
	Iteration 0F: 2 clusters Score -1.391078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -13821056.000000 Penalty: 3838.523926
	Iteration 0F: 3 clusters Score -1.382106e+07 nChanged 64851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -13860076.000000 Penalty: 3838.523926
	Iteration 1F: 3 clusters Score -1.386008e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -13862369.000000 Penalty: 3838.523926
	Iteration 2Q: 3 clusters Score -1.386237e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -13865457.000000 Penalty: 3838.523926
	Iteration 3Q: 3 clusters Score -1.386546e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -13869570.000000 Penalty: 3838.523926
	Iteration 4F: 3 clusters Score -1.386957e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -13874186.000000 Penalty: 3838.523926
	Iteration 5F: 3 clusters Score -1.387419e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -13878310.000000 Penalty: 3838.523926
	Iteration 6F: 3 clusters Score -1.387831e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -13881688.000000 Penalty: 3838.523926
	Iteration 7F: 3 clusters Score -1.388169e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -13884428.000000 Penalty: 3838.523926
	Iteration 8Q: 3 clusters Score -1.388443e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -13887203.000000 Penalty: 3838.523926
	Iteration 9Q: 3 clusters Score -1.38872e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -13890190.000000 Penalty: 3838.523926
	Iteration 10Q: 3 clusters Score -1.389019e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -13893363.000000 Penalty: 3838.523926
	Iteration 11Q: 3 clusters Score -1.389336e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -13896687.000000 Penalty: 3838.523926
	Iteration 12Q: 3 clusters Score -1.389669e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -13899622.000000 Penalty: 3838.523926
	Iteration 13Q: 3 clusters Score -1.389962e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -13901874.000000 Penalty: 3838.523926
	Iteration 14Q: 3 clusters Score -1.390187e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -13903367.000000 Penalty: 3838.523926
	Iteration 15Q: 3 clusters Score -1.390337e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 111821 members 
Entering Unmasked Estep 
Score: -13904571.000000 Penalty: 3838.523926
	Iteration 16Q: 3 clusters Score -1.390457e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 113914 members 
Entering Unmasked Estep 
Score: -13905687.000000 Penalty: 3838.523926
	Iteration 17Q: 3 clusters Score -1.390569e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -13906537.000000 Penalty: 3838.523926
	Iteration 18Q: 3 clusters Score -1.390654e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 117297 members 
Entering Unmasked Estep 
Score: -13907162.000000 Penalty: 3838.523926
	Iteration 19Q: 3 clusters Score -1.390716e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 118646 members 
Entering Unmasked Estep 
Score: -13907687.000000 Penalty: 3838.523926
	Iteration 20F: 3 clusters Score -1.390769e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -13908149.000000 Penalty: 3838.523926
	Iteration 21Q: 3 clusters Score -1.390815e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -13908525.000000 Penalty: 3838.523926
	Iteration 22Q: 3 clusters Score -1.390852e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 121948 members 
Entering Unmasked Estep 
Score: -13908794.000000 Penalty: 3838.523926
	Iteration 23Q: 3 clusters Score -1.390879e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -13908980.000000 Penalty: 3838.523926
	Iteration 24Q: 3 clusters Score -1.390898e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 123519 members 
Entering Unmasked Estep 
Score: -13909146.000000 Penalty: 3838.523926
	Iteration 25Q: 3 clusters Score -1.390915e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -13909349.000000 Penalty: 3838.523926
	Iteration 26Q: 3 clusters Score -1.390935e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -13909476.000000 Penalty: 3838.523926
	Iteration 27Q: 3 clusters Score -1.390948e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 125255 members 
Entering Unmasked Estep 
Score: -13909629.000000 Penalty: 3838.523926
	Iteration 28Q: 3 clusters Score -1.390963e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 125701 members 
Entering Unmasked Estep 
Score: -13909739.000000 Penalty: 3838.523926
	Iteration 29Q: 3 clusters Score -1.390974e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 126117 members 
Entering Unmasked Estep 
Score: -13909792.000000 Penalty: 3838.523926
	Iteration 30Q: 3 clusters Score -1.390979e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -13909856.000000 Penalty: 3838.523926
	Iteration 31Q: 3 clusters Score -1.390986e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -13909955.000000 Penalty: 3838.523926
	Iteration 32Q: 3 clusters Score -1.390996e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 127087 members 
Entering Unmasked Estep 
Score: -13910030.000000 Penalty: 3838.523926
	Iteration 33Q: 3 clusters Score -1.391003e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 127362 members 
Entering Unmasked Estep 
Score: -13910077.000000 Penalty: 3838.523926
	Iteration 34Q: 3 clusters Score -1.391008e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 127628 members 
Entering Unmasked Estep 
Score: -13910097.000000 Penalty: 3838.523926
	Iteration 35Q: 3 clusters Score -1.39101e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -13910132.000000 Penalty: 3838.523926
	Iteration 36Q: 3 clusters Score -1.391013e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 128043 members 
Entering Unmasked Estep 
Score: -13910169.000000 Penalty: 3838.523926
	Iteration 37Q: 3 clusters Score -1.391017e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 128216 members 
Entering Unmasked Estep 
Score: -13910192.000000 Penalty: 3838.523926
	Iteration 38Q: 3 clusters Score -1.391019e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -13910197.000000 Penalty: 3838.523926
	Iteration 39Q: 3 clusters Score -1.39102e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 128509 members 
Entering Unmasked Estep 
Score: -13910254.000000 Penalty: 3838.523926
	Iteration 40F: 3 clusters Score -1.391025e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 128633 members 
Entering Unmasked Estep 
Score: -13910277.000000 Penalty: 3838.523926
	Iteration 41Q: 3 clusters Score -1.391028e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -13910267.000000 Penalty: 3838.523926
	Iteration 42Q: 3 clusters Score -1.391027e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 128837 members 
Entering Unmasked Estep 
Score: -13910279.000000 Penalty: 3838.523926
	Iteration 43Q: 3 clusters Score -1.391028e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -13910283.000000 Penalty: 3838.523926
	Iteration 44Q: 3 clusters Score -1.391028e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 128971 members 
Entering Unmasked Estep 
Score: -13910308.000000 Penalty: 3838.523926
	Iteration 45Q: 3 clusters Score -1.391031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 129021 members 
Entering Unmasked Estep 
Score: -13910291.000000 Penalty: 3838.523926
	Iteration 46Q: 3 clusters Score -1.391029e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -13910314.000000 Penalty: 3838.523926
	Iteration 47Q: 3 clusters Score -1.391031e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 129140 members 
Entering Unmasked Estep 
Score: -13910305.000000 Penalty: 3838.523926
	Iteration 48Q: 3 clusters Score -1.39103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 129191 members 
Entering Unmasked Estep 
Score: -13910312.000000 Penalty: 3838.523926
	Iteration 49Q: 3 clusters Score -1.391031e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -13910322.000000 Penalty: 3838.523926
	Iteration 50Q: 3 clusters Score -1.391032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -13910341.000000 Penalty: 3838.523926
	Iteration 51Q: 3 clusters Score -1.391034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -13910329.000000 Penalty: 3838.523926
	Iteration 52Q: 3 clusters Score -1.391033e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -13910328.000000 Penalty: 3838.523926
	Iteration 53Q: 3 clusters Score -1.391033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -13910325.000000 Penalty: 3838.523926
	Iteration 54Q: 3 clusters Score -1.391032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 129480 members 
Entering Unmasked Estep 
Score: -13910331.000000 Penalty: 3838.523926
	Iteration 55Q: 3 clusters Score -1.391033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -13910332.000000 Penalty: 3838.523926
	Iteration 56Q: 3 clusters Score -1.391033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -13910336.000000 Penalty: 3838.523926
	Iteration 57Q: 3 clusters Score -1.391034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -13910335.000000 Penalty: 3838.523926
	Iteration 58Q: 3 clusters Score -1.391034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 129607 members 
Entering Unmasked Estep 
Score: -13910319.000000 Penalty: 3838.523926
	Iteration 59Q: 3 clusters Score -1.391032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 129643 members 
Entering Unmasked Estep 
Score: -13910313.000000 Penalty: 3838.523926
	Iteration 60F: 3 clusters Score -1.391031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -13910296.000000 Penalty: 3838.523926
	Iteration 61Q: 3 clusters Score -1.39103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -13910321.000000 Penalty: 3838.523926
	Iteration 62Q: 3 clusters Score -1.391032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 129748 members 
Entering Unmasked Estep 
Score: -13910301.000000 Penalty: 3838.523926
	Iteration 63Q: 3 clusters Score -1.39103e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 129788 members 
Entering Unmasked Estep 
Score: -13910299.000000 Penalty: 3838.523926
	Iteration 64Q: 3 clusters Score -1.39103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -13910304.000000 Penalty: 3838.523926
	Iteration 65Q: 3 clusters Score -1.39103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -13910303.000000 Penalty: 3838.523926
	Iteration 66Q: 3 clusters Score -1.39103e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -13910309.000000 Penalty: 3838.523926
	Iteration 67Q: 3 clusters Score -1.391031e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 129912 members 
Entering Unmasked Estep 
Score: -13910338.000000 Penalty: 3838.523926
	Iteration 68Q: 3 clusters Score -1.391034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 129956 members 
Entering Unmasked Estep 
Score: -13910343.000000 Penalty: 3838.523926
	Iteration 69Q: 3 clusters Score -1.391034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 129993 members 
Entering Unmasked Estep 
Score: -13910347.000000 Penalty: 3838.523926
	Iteration 70Q: 3 clusters Score -1.391035e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -13910339.000000 Penalty: 3838.523926
	Iteration 71Q: 3 clusters Score -1.391034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 130061 members 
Entering Unmasked Estep 
Score: -13910340.000000 Penalty: 3838.523926
	Iteration 72Q: 3 clusters Score -1.391034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 130090 members 
Entering Unmasked Estep 
Score: -13910351.000000 Penalty: 3838.523926
	Iteration 73Q: 3 clusters Score -1.391035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -13910350.000000 Penalty: 3838.523926
	Iteration 74Q: 3 clusters Score -1.391035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -13910355.000000 Penalty: 3838.523926
	Iteration 75Q: 3 clusters Score -1.391036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 130172 members 
Entering Unmasked Estep 
Score: -13910345.000000 Penalty: 3838.523926
	Iteration 76Q: 3 clusters Score -1.391034e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 130208 members 
Entering Unmasked Estep 
Score: -13910326.000000 Penalty: 3838.523926
	Iteration 77Q: 3 clusters Score -1.391033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 130237 members 
Entering Unmasked Estep 
Score: -13910324.000000 Penalty: 3838.523926
	Iteration 78Q: 3 clusters Score -1.391032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 130256 members 
Entering Unmasked Estep 
Score: -13910340.000000 Penalty: 3838.523926
	Iteration 79Q: 3 clusters Score -1.391034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 130277 members 
Entering Unmasked Estep 
Score: -13910347.000000 Penalty: 3838.523926
	Iteration 80F: 3 clusters Score -1.391035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 130290 members 
Entering Unmasked Estep 
Score: -13910343.000000 Penalty: 3838.523926
	Iteration 81Q: 3 clusters Score -1.391034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 130306 members 
Entering Unmasked Estep 
Score: -13910338.000000 Penalty: 3838.523926
	Iteration 82Q: 3 clusters Score -1.391034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -13910329.000000 Penalty: 3838.523926
	Iteration 83Q: 3 clusters Score -1.391033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -13910323.000000 Penalty: 3838.523926
	Iteration 84Q: 3 clusters Score -1.391032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 130344 members 
Entering Unmasked Estep 
Score: -13910318.000000 Penalty: 3838.523926
	Iteration 85Q: 3 clusters Score -1.391032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 130348 members 
Entering Unmasked Estep 
Score: -13910322.000000 Penalty: 3838.523926
	Iteration 86Q: 3 clusters Score -1.391032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 130353 members 
Entering Unmasked Estep 
Score: -13910315.000000 Penalty: 3838.523926
	Iteration 87Q: 3 clusters Score -1.391032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 130359 members 
Entering Unmasked Estep 
Score: -13910315.000000 Penalty: 3838.523926
	Iteration 88Q: 3 clusters Score -1.391032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -13910317.000000 Penalty: 3838.523926
	Iteration 89Q: 3 clusters Score -1.391032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 130383 members 
Entering Unmasked Estep 
Score: -13910307.000000 Penalty: 3838.523926
	Iteration 90Q: 3 clusters Score -1.391031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -13910305.000000 Penalty: 3838.523926
	Iteration 91Q: 3 clusters Score -1.39103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -13910317.000000 Penalty: 3838.523926
	Iteration 92Q: 3 clusters Score -1.391032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 130418 members 
Entering Unmasked Estep 
Score: -13910325.000000 Penalty: 3838.523926
	Iteration 93Q: 3 clusters Score -1.391032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 130428 members 
Entering Unmasked Estep 
Score: -13910328.000000 Penalty: 3838.523926
	Iteration 94Q: 3 clusters Score -1.391033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 130441 members 
Entering Unmasked Estep 
Score: -13910326.000000 Penalty: 3838.523926
	Iteration 95Q: 3 clusters Score -1.391033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -13910321.000000 Penalty: 3838.523926
	Iteration 96Q: 3 clusters Score -1.391032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 130473 members 
Entering Unmasked Estep 
Score: -13910311.000000 Penalty: 3838.523926
	Iteration 97Q: 3 clusters Score -1.391031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -13910316.000000 Penalty: 3838.523926
	Iteration 98Q: 3 clusters Score -1.391032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -13910339.000000 Penalty: 3838.523926
	Iteration 99Q: 3 clusters Score -1.391034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -13910339.000000 Penalty: 3838.523926
	Iteration 100F: 3 clusters Score -1.391034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 130522 members 
Entering Unmasked Estep 
Score: -13910348.000000 Penalty: 3838.523926
	Iteration 101Q: 3 clusters Score -1.391035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 130533 members 
Entering Unmasked Estep 
Score: -13910335.000000 Penalty: 3838.523926
	Iteration 102Q: 3 clusters Score -1.391034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 130546 members 
Entering Unmasked Estep 
Score: -13910346.000000 Penalty: 3838.523926
	Iteration 103Q: 3 clusters Score -1.391035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 130562 members 
Entering Unmasked Estep 
Score: -13910338.000000 Penalty: 3838.523926
	Iteration 104Q: 3 clusters Score -1.391034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 130569 members 
Entering Unmasked Estep 
Score: -13910320.000000 Penalty: 3838.523926
	Iteration 105Q: 3 clusters Score -1.391032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -13910332.000000 Penalty: 3838.523926
	Iteration 106Q: 3 clusters Score -1.391033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -13910339.000000 Penalty: 3838.523926
	Iteration 107Q: 3 clusters Score -1.391034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 130597 members 
Entering Unmasked Estep 
Score: -13910343.000000 Penalty: 3838.523926
	Iteration 108Q: 3 clusters Score -1.391034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -13910335.000000 Penalty: 3838.523926
	Iteration 109Q: 3 clusters Score -1.391034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -13910337.000000 Penalty: 3838.523926
	Iteration 110Q: 3 clusters Score -1.391034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -13910331.000000 Penalty: 3838.523926
	Iteration 111Q: 3 clusters Score -1.391033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -13910345.000000 Penalty: 3838.523926
	Iteration 112Q: 3 clusters Score -1.391034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 130632 members 
Entering Unmasked Estep 
Score: -13910351.000000 Penalty: 3838.523926
	Iteration 113Q: 3 clusters Score -1.391035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 130638 members 
Entering Unmasked Estep 
Score: -13910358.000000 Penalty: 3838.523926
	Iteration 114Q: 3 clusters Score -1.391036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 130646 members 
Entering Unmasked Estep 
Score: -13910349.000000 Penalty: 3838.523926
	Iteration 115Q: 3 clusters Score -1.391035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 130648 members 
Entering Unmasked Estep 
Score: -13910357.000000 Penalty: 3838.523926
	Iteration 116Q: 3 clusters Score -1.391036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 130652 members 
Entering Unmasked Estep 
Score: -13910351.000000 Penalty: 3838.523926
	Iteration 117Q: 3 clusters Score -1.391035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -13910352.000000 Penalty: 3838.523926
	Iteration 118Q: 3 clusters Score -1.391035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 130660 members 
Entering Unmasked Estep 
Score: -13910358.000000 Penalty: 3838.523926
	Iteration 119Q: 3 clusters Score -1.391036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -13910365.000000 Penalty: 3838.523926
	Iteration 120F: 3 clusters Score -1.391036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -13910359.000000 Penalty: 3838.523926
	Iteration 121Q: 3 clusters Score -1.391036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -13910364.000000 Penalty: 3838.523926
	Iteration 122Q: 3 clusters Score -1.391036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -13910365.000000 Penalty: 3838.523926
	Iteration 123Q: 3 clusters Score -1.391036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -13910369.000000 Penalty: 3838.523926
	Iteration 124Q: 3 clusters Score -1.391037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -13910361.000000 Penalty: 3838.523926
	Iteration 125Q: 3 clusters Score -1.391036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -13910367.000000 Penalty: 3838.523926
	Iteration 126Q: 3 clusters Score -1.391037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -13910374.000000 Penalty: 3838.523926
	Iteration 127Q: 3 clusters Score -1.391037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -13910374.000000 Penalty: 3838.523926
	Iteration 128Q: 3 clusters Score -1.391037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -13910366.000000 Penalty: 3838.523926
	Iteration 129Q: 3 clusters Score -1.391037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 130713 members 
Entering Unmasked Estep 
Score: -13910367.000000 Penalty: 3838.523926
	Iteration 130Q: 3 clusters Score -1.391037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -13910369.000000 Penalty: 3838.523926
	Iteration 131Q: 3 clusters Score -1.391037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -13910371.000000 Penalty: 3838.523926
	Iteration 132Q: 3 clusters Score -1.391037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -13910370.000000 Penalty: 3838.523926
	Iteration 133Q: 3 clusters Score -1.391037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -13910370.000000 Penalty: 3838.523926
	Iteration 134Q: 3 clusters Score -1.391037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -13910370.000000 Penalty: 3838.523926
	Iteration 135F: 3 clusters Score -1.391037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Entering Unmasked Estep 
Score: -2210723.250000 Penalty: 1630.173462
	Iteration 0F: 2 clusters Score -2210723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2195547.500000 Penalty: 3260.346924
	Iteration 0F: 3 clusters Score -2195548 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2203471.750000 Penalty: 3260.346924
	Iteration 1F: 3 clusters Score -2203472 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2207110.500000 Penalty: 3260.346924
	Iteration 2F: 3 clusters Score -2207110 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2211452.250000 Penalty: 3260.346924
	Iteration 3F: 3 clusters Score -2211452 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2214589.000000 Penalty: 3260.346924
	Iteration 4F: 3 clusters Score -2214589 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2216352.500000 Penalty: 3260.346924
	Iteration 5F: 3 clusters Score -2216352 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2217624.500000 Penalty: 3260.346924
	Iteration 6Q: 3 clusters Score -2217624 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2218431.000000 Penalty: 3260.346924
	Iteration 7Q: 3 clusters Score -2218431 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2218784.750000 Penalty: 3260.346924
	Iteration 8Q: 3 clusters Score -2218785 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2218952.500000 Penalty: 3260.346924
	Iteration 9Q: 3 clusters Score -2218952 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2219056.250000 Penalty: 3260.346924
	Iteration 10Q: 3 clusters Score -2219056 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2219140.250000 Penalty: 3260.346924
	Iteration 11Q: 3 clusters Score -2219140 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2219265.750000 Penalty: 3260.346924
	Iteration 12Q: 3 clusters Score -2219266 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2219630.250000 Penalty: 3260.346924
	Iteration 13Q: 3 clusters Score -2219630 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2220393.500000 Penalty: 3260.346924
	Iteration 14Q: 3 clusters Score -2220394 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2221294.500000 Penalty: 3260.346924
	Iteration 15Q: 3 clusters Score -2221294 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2221839.500000 Penalty: 3260.346924
	Iteration 16Q: 3 clusters Score -2221840 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2222099.000000 Penalty: 3260.346924
	Iteration 17Q: 3 clusters Score -2222099 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2222225.500000 Penalty: 3260.346924
	Iteration 18Q: 3 clusters Score -2222226 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2222324.500000 Penalty: 3260.346924
	Iteration 19Q: 3 clusters Score -2222324 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2222470.250000 Penalty: 3260.346924
	Iteration 20F: 3 clusters Score -2222470 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2222693.250000 Penalty: 3260.346924
	Iteration 21Q: 3 clusters Score -2222693 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2223025.750000 Penalty: 3260.346924
	Iteration 22Q: 3 clusters Score -2223026 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2223416.500000 Penalty: 3260.346924
	Iteration 23Q: 3 clusters Score -2223416 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2223708.000000 Penalty: 3260.346924
	Iteration 24Q: 3 clusters Score -2223708 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2223837.250000 Penalty: 3260.346924
	Iteration 25Q: 3 clusters Score -2223837 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2223916.250000 Penalty: 3260.346924
	Iteration 26Q: 3 clusters Score -2223916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2223957.000000 Penalty: 3260.346924
	Iteration 27Q: 3 clusters Score -2223957 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2223974.000000 Penalty: 3260.346924
	Iteration 28Q: 3 clusters Score -2223974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2223983.750000 Penalty: 3260.346924
	Iteration 29Q: 3 clusters Score -2223984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2223986.000000 Penalty: 3260.346924
	Iteration 30Q: 3 clusters Score -2223986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2223993.500000 Penalty: 3260.346924
	Iteration 31Q: 3 clusters Score -2223994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2224005.000000 Penalty: 3260.346924
	Iteration 32Q: 3 clusters Score -2224005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2224007.000000 Penalty: 3260.346924
	Iteration 33Q: 3 clusters Score -2224007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2224002.250000 Penalty: 3260.346924
	Iteration 34Q: 3 clusters Score -2224002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2224003.250000 Penalty: 3260.346924
	Iteration 35Q: 3 clusters Score -2224003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2224004.500000 Penalty: 3260.346924
	Iteration 36Q: 3 clusters Score -2224004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2224001.750000 Penalty: 3260.346924
	Iteration 37Q: 3 clusters Score -2224002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2224001.000000 Penalty: 3260.346924
	Iteration 38Q: 3 clusters Score -2224001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2224003.250000 Penalty: 3260.346924
	Iteration 39Q: 3 clusters Score -2224003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2224004.250000 Penalty: 3260.346924
	Iteration 40F: 3 clusters Score -2224004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2224003.500000 Penalty: 3260.346924
	Iteration 41Q: 3 clusters Score -2224004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2224003.750000 Penalty: 3260.346924
	Iteration 42Q: 3 clusters Score -2224004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2224004.250000 Penalty: 3260.346924
	Iteration 43Q: 3 clusters Score -2224004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2224004.250000 Penalty: 3260.346924
	Iteration 44Q: 3 clusters Score -2224004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2224004.000000 Penalty: 3260.346924
	Iteration 45Q: 3 clusters Score -2224004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2224006.500000 Penalty: 3260.346924
	Iteration 46Q: 3 clusters Score -2224006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2224006.500000 Penalty: 3260.346924
	Iteration 47Q: 3 clusters Score -2224006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2224005.500000 Penalty: 3260.346924
	Iteration 48Q: 3 clusters Score -2224006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2224005.500000 Penalty: 3260.346924
	Iteration 49F: 3 clusters Score -2224006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 30297 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Entering Unmasked Estep 
Score: -153835552.000000 Penalty: 57867.035156
Splitting cluster 10 changes total score from -153814656.000000 to -153835552.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (125400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125400 members 
Entering Unmasked Estep 
Score: -12922520.000000 Penalty: 1907.630371
	Iteration 0F: 2 clusters Score -1.292252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -12838995.000000 Penalty: 3815.260742
	Iteration 0F: 3 clusters Score -1.2839e+07 nChanged 60464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -12876512.000000 Penalty: 3815.260742
	Iteration 1F: 3 clusters Score -1.287651e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -12879396.000000 Penalty: 3815.260742
	Iteration 2F: 3 clusters Score -1.28794e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -12884112.000000 Penalty: 3815.260742
	Iteration 3F: 3 clusters Score -1.288411e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -12890410.000000 Penalty: 3815.260742
	Iteration 4F: 3 clusters Score -1.289041e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -12897987.000000 Penalty: 3815.260742
	Iteration 5F: 3 clusters Score -1.289799e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -12905299.000000 Penalty: 3815.260742
	Iteration 6F: 3 clusters Score -1.29053e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -12910867.000000 Penalty: 3815.260742
	Iteration 7F: 3 clusters Score -1.291087e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -12914707.000000 Penalty: 3815.260742
	Iteration 8Q: 3 clusters Score -1.291471e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117485 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -12916960.000000 Penalty: 3815.260742
	Iteration 9Q: 3 clusters Score -1.291696e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -12918540.000000 Penalty: 3815.260742
	Iteration 10Q: 3 clusters Score -1.291854e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120660 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -12919405.000000 Penalty: 3815.260742
	Iteration 11Q: 3 clusters Score -1.29194e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -12919905.000000 Penalty: 3815.260742
	Iteration 12Q: 3 clusters Score -1.29199e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121959 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -12920199.000000 Penalty: 3815.260742
	Iteration 13Q: 3 clusters Score -1.29202e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -12920419.000000 Penalty: 3815.260742
	Iteration 14Q: 3 clusters Score -1.292042e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -12920584.000000 Penalty: 3815.260742
	Iteration 15Q: 3 clusters Score -1.292058e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -12920691.000000 Penalty: 3815.260742
	Iteration 16Q: 3 clusters Score -1.292069e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12920793.000000 Penalty: 3815.260742
	Iteration 17Q: 3 clusters Score -1.292079e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -12920809.000000 Penalty: 3815.260742
	Iteration 18Q: 3 clusters Score -1.292081e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123272 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -12920863.000000 Penalty: 3815.260742
	Iteration 19Q: 3 clusters Score -1.292086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -12920904.000000 Penalty: 3815.260742
	Iteration 20F: 3 clusters Score -1.29209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -12920953.000000 Penalty: 3815.260742
	Iteration 21Q: 3 clusters Score -1.292095e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -12920960.000000 Penalty: 3815.260742
	Iteration 22Q: 3 clusters Score -1.292096e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -12920955.000000 Penalty: 3815.260742
	Iteration 23Q: 3 clusters Score -1.292096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123569 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12921004.000000 Penalty: 3815.260742
	Iteration 24Q: 3 clusters Score -1.2921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -12921045.000000 Penalty: 3815.260742
	Iteration 25Q: 3 clusters Score -1.292104e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12921057.000000 Penalty: 3815.260742
	Iteration 26Q: 3 clusters Score -1.292106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -12921067.000000 Penalty: 3815.260742
	Iteration 27Q: 3 clusters Score -1.292107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123732 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12921068.000000 Penalty: 3815.260742
	Iteration 28Q: 3 clusters Score -1.292107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123762 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12921087.000000 Penalty: 3815.260742
	Iteration 29Q: 3 clusters Score -1.292109e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12921110.000000 Penalty: 3815.260742
	Iteration 30Q: 3 clusters Score -1.292111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123790 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12921111.000000 Penalty: 3815.260742
	Iteration 31Q: 3 clusters Score -1.292111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12921112.000000 Penalty: 3815.260742
	Iteration 32Q: 3 clusters Score -1.292111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12921122.000000 Penalty: 3815.260742
	Iteration 33Q: 3 clusters Score -1.292112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123821 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12921139.000000 Penalty: 3815.260742
	Iteration 34Q: 3 clusters Score -1.292114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12921144.000000 Penalty: 3815.260742
	Iteration 35Q: 3 clusters Score -1.292114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12921141.000000 Penalty: 3815.260742
	Iteration 36Q: 3 clusters Score -1.292114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12921140.000000 Penalty: 3815.260742
	Iteration 37Q: 3 clusters Score -1.292114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123857 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12921161.000000 Penalty: 3815.260742
	Iteration 38Q: 3 clusters Score -1.292116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123864 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12921157.000000 Penalty: 3815.260742
	Iteration 39Q: 3 clusters Score -1.292116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12921159.000000 Penalty: 3815.260742
	Iteration 40F: 3 clusters Score -1.292116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Entering Unmasked Estep 
Score: -2802008.250000 Penalty: 1676.805664
	Iteration 0F: 2 clusters Score -2802008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2781957.750000 Penalty: 3353.611328
	Iteration 0F: 3 clusters Score -2781958 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2791867.750000 Penalty: 3353.611328
	Iteration 1F: 3 clusters Score -2791868 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2794241.500000 Penalty: 3353.611328
	Iteration 2F: 3 clusters Score -2794242 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2796863.250000 Penalty: 3353.611328
	Iteration 3F: 3 clusters Score -2796863 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2799650.750000 Penalty: 3353.611328
	Iteration 4F: 3 clusters Score -2799651 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2802521.500000 Penalty: 3353.611328
	Iteration 5F: 3 clusters Score -2802522 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2804884.000000 Penalty: 3353.611328
	Iteration 6F: 3 clusters Score -2804884 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2806632.250000 Penalty: 3353.611328
	Iteration 7F: 3 clusters Score -2806632 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2807871.500000 Penalty: 3353.611328
	Iteration 8Q: 3 clusters Score -2807872 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -2808710.000000 Penalty: 3353.611328
	Iteration 9Q: 3 clusters Score -2808710 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2809154.250000 Penalty: 3353.611328
	Iteration 10Q: 3 clusters Score -2809154 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2809390.250000 Penalty: 3353.611328
	Iteration 11Q: 3 clusters Score -2809390 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -2809501.250000 Penalty: 3353.611328
	Iteration 12Q: 3 clusters Score -2809501 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -2809555.250000 Penalty: 3353.611328
	Iteration 13Q: 3 clusters Score -2809555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2809579.750000 Penalty: 3353.611328
	Iteration 14Q: 3 clusters Score -2809580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -2809582.750000 Penalty: 3353.611328
	Iteration 15Q: 3 clusters Score -2809583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -2809594.750000 Penalty: 3353.611328
	Iteration 16Q: 3 clusters Score -2809595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -2809593.000000 Penalty: 3353.611328
	Iteration 17Q: 3 clusters Score -2809593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2809595.500000 Penalty: 3353.611328
	Iteration 18Q: 3 clusters Score -2809596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -2809599.500000 Penalty: 3353.611328
	Iteration 19Q: 3 clusters Score -2809600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2809627.250000 Penalty: 3353.611328
	Iteration 20F: 3 clusters Score -2809627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -2809643.250000 Penalty: 3353.611328
	Iteration 21Q: 3 clusters Score -2809643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -2809655.500000 Penalty: 3353.611328
	Iteration 22Q: 3 clusters Score -2809656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -2809666.500000 Penalty: 3353.611328
	Iteration 23Q: 3 clusters Score -2809666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2809674.000000 Penalty: 3353.611328
	Iteration 24Q: 3 clusters Score -2809674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2809682.250000 Penalty: 3353.611328
	Iteration 25Q: 3 clusters Score -2809682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2809686.500000 Penalty: 3353.611328
	Iteration 26Q: 3 clusters Score -2809686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -2809686.250000 Penalty: 3353.611328
	Iteration 27Q: 3 clusters Score -2809686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -2809685.000000 Penalty: 3353.611328
	Iteration 28Q: 3 clusters Score -2809685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -2809685.000000 Penalty: 3353.611328
	Iteration 29F: 3 clusters Score -2809685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Entering Unmasked Estep 
Score: -153843200.000000 Penalty: 60181.714844
Splitting cluster 12 changes total score from -153814656.000000 to -153843200.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (140855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Entering Unmasked Estep 
Score: -14724448.000000 Penalty: 1926.516479
	Iteration 0F: 2 clusters Score -1.472445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -14629944.000000 Penalty: 3853.032959
	Iteration 0F: 3 clusters Score -1.462994e+07 nChanged 68138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -14671922.000000 Penalty: 3853.032959
	Iteration 1F: 3 clusters Score -1.467192e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -14675231.000000 Penalty: 3853.032959
	Iteration 2F: 3 clusters Score -1.467523e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -14680933.000000 Penalty: 3853.032959
	Iteration 3F: 3 clusters Score -1.468093e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -14689452.000000 Penalty: 3853.032959
	Iteration 4F: 3 clusters Score -1.468945e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113560 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -14699571.000000 Penalty: 3853.032959
	Iteration 5F: 3 clusters Score -1.469957e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123133 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -14708559.000000 Penalty: 3853.032959
	Iteration 6F: 3 clusters Score -1.470856e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129960 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -14714744.000000 Penalty: 3853.032959
	Iteration 7Q: 3 clusters Score -1.471474e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -14718587.000000 Penalty: 3853.032959
	Iteration 8Q: 3 clusters Score -1.471859e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136734 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -14720609.000000 Penalty: 3853.032959
	Iteration 9Q: 3 clusters Score -1.472061e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138001 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -14721576.000000 Penalty: 3853.032959
	Iteration 10Q: 3 clusters Score -1.472158e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138714 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14722148.000000 Penalty: 3853.032959
	Iteration 11Q: 3 clusters Score -1.472215e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -14722374.000000 Penalty: 3853.032959
	Iteration 12Q: 3 clusters Score -1.472237e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -14722506.000000 Penalty: 3853.032959
	Iteration 13Q: 3 clusters Score -1.472251e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14722629.000000 Penalty: 3853.032959
	Iteration 14Q: 3 clusters Score -1.472263e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139555 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -14722731.000000 Penalty: 3853.032959
	Iteration 15Q: 3 clusters Score -1.472273e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139634 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -14722797.000000 Penalty: 3853.032959
	Iteration 16Q: 3 clusters Score -1.47228e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139695 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14722878.000000 Penalty: 3853.032959
	Iteration 17Q: 3 clusters Score -1.472288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139747 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14722905.000000 Penalty: 3853.032959
	Iteration 18Q: 3 clusters Score -1.47229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -14722955.000000 Penalty: 3853.032959
	Iteration 19Q: 3 clusters Score -1.472296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139804 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -14722960.000000 Penalty: 3853.032959
	Iteration 20F: 3 clusters Score -1.472296e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139817 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -14722956.000000 Penalty: 3853.032959
	Iteration 21Q: 3 clusters Score -1.472296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139827 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14722975.000000 Penalty: 3853.032959
	Iteration 22Q: 3 clusters Score -1.472298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139839 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -14722988.000000 Penalty: 3853.032959
	Iteration 23Q: 3 clusters Score -1.472299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -14723001.000000 Penalty: 3853.032959
	Iteration 24Q: 3 clusters Score -1.4723e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -14723011.000000 Penalty: 3853.032959
	Iteration 25Q: 3 clusters Score -1.472301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139862 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14723037.000000 Penalty: 3853.032959
	Iteration 26Q: 3 clusters Score -1.472304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139867 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14723037.000000 Penalty: 3853.032959
	Iteration 27Q: 3 clusters Score -1.472304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139879 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14723060.000000 Penalty: 3853.032959
	Iteration 28Q: 3 clusters Score -1.472306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14723077.000000 Penalty: 3853.032959
	Iteration 29Q: 3 clusters Score -1.472308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14723071.000000 Penalty: 3853.032959
	Iteration 30Q: 3 clusters Score -1.472307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14723066.000000 Penalty: 3853.032959
	Iteration 31Q: 3 clusters Score -1.472307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139927 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -14723059.000000 Penalty: 3853.032959
	Iteration 32Q: 3 clusters Score -1.472306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14723077.000000 Penalty: 3853.032959
	Iteration 33Q: 3 clusters Score -1.472308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14723070.000000 Penalty: 3853.032959
	Iteration 34Q: 3 clusters Score -1.472307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -14723072.000000 Penalty: 3853.032959
	Iteration 35Q: 3 clusters Score -1.472307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -14723083.000000 Penalty: 3853.032959
	Iteration 36Q: 3 clusters Score -1.472308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139943 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14723075.000000 Penalty: 3853.032959
	Iteration 37Q: 3 clusters Score -1.472308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14723077.000000 Penalty: 3853.032959
	Iteration 38Q: 3 clusters Score -1.472308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -14723072.000000 Penalty: 3853.032959
	Iteration 39Q: 3 clusters Score -1.472307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -14723083.000000 Penalty: 3853.032959
	Iteration 40F: 3 clusters Score -1.472308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14723082.000000 Penalty: 3853.032959
	Iteration 41Q: 3 clusters Score -1.472308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14723082.000000 Penalty: 3853.032959
	Iteration 42Q: 3 clusters Score -1.472308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14723083.000000 Penalty: 3853.032959
	Iteration 43Q: 3 clusters Score -1.472308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -14723083.000000 Penalty: 3853.032959
	Iteration 44F: 3 clusters Score -1.472308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Entering Unmasked Estep 
Score: -4949423.500000 Penalty: 1748.214600
	Iteration 0F: 2 clusters Score -4949424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4917816.500000 Penalty: 3496.429199
	Iteration 0F: 3 clusters Score -4917816 nChanged 22081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4930776.000000 Penalty: 3496.429199
	Iteration 1F: 3 clusters Score -4930776 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4933217.000000 Penalty: 3496.429199
	Iteration 2F: 3 clusters Score -4933217 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4938593.500000 Penalty: 3496.429199
	Iteration 3F: 3 clusters Score -4938594 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4945088.000000 Penalty: 3496.429199
	Iteration 4F: 3 clusters Score -4945088 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4949915.000000 Penalty: 3496.429199
	Iteration 5F: 3 clusters Score -4949915 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4952541.500000 Penalty: 3496.429199
	Iteration 6F: 3 clusters Score -4952542 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4954015.000000 Penalty: 3496.429199
	Iteration 7Q: 3 clusters Score -4954015 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4955206.500000 Penalty: 3496.429199
	Iteration 8Q: 3 clusters Score -4955206 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4956174.500000 Penalty: 3496.429199
	Iteration 9Q: 3 clusters Score -4956174 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4956877.500000 Penalty: 3496.429199
	Iteration 10Q: 3 clusters Score -4956878 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4957552.500000 Penalty: 3496.429199
	Iteration 11Q: 3 clusters Score -4957552 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4957968.000000 Penalty: 3496.429199
	Iteration 12Q: 3 clusters Score -4957968 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4958135.000000 Penalty: 3496.429199
	Iteration 13Q: 3 clusters Score -4958135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4958219.000000 Penalty: 3496.429199
	Iteration 14Q: 3 clusters Score -4958219 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -4958250.500000 Penalty: 3496.429199
	Iteration 15Q: 3 clusters Score -4958250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4958255.500000 Penalty: 3496.429199
	Iteration 16Q: 3 clusters Score -4958256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4958251.500000 Penalty: 3496.429199
	Iteration 17Q: 3 clusters Score -4958252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4958257.000000 Penalty: 3496.429199
	Iteration 18Q: 3 clusters Score -4958257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4958264.500000 Penalty: 3496.429199
	Iteration 19Q: 3 clusters Score -4958264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4958258.000000 Penalty: 3496.429199
	Iteration 20F: 3 clusters Score -4958258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4958263.000000 Penalty: 3496.429199
	Iteration 21Q: 3 clusters Score -4958263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4958259.500000 Penalty: 3496.429199
	Iteration 22Q: 3 clusters Score -4958260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4958261.500000 Penalty: 3496.429199
	Iteration 23Q: 3 clusters Score -4958262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4958260.000000 Penalty: 3496.429199
	Iteration 24Q: 3 clusters Score -4958260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4958259.000000 Penalty: 3496.429199
	Iteration 25Q: 3 clusters Score -4958259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4958260.000000 Penalty: 3496.429199
	Iteration 26Q: 3 clusters Score -4958260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4958260.000000 Penalty: 3496.429199
	Iteration 27F: 3 clusters Score -4958260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 144259 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Mstep: Class 27 contains 6027 members 
Entering Unmasked Estep 
Score: -153852144.000000 Penalty: 62496.398438
Splitting cluster 14 changes total score from -153814656.000000 to -153852144.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (148037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148037 members 
Entering Unmasked Estep 
Score: -15514879.000000 Penalty: 1934.597778
	Iteration 0F: 2 clusters Score -1.551488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -15415596.000000 Penalty: 3869.195557
	Iteration 0F: 3 clusters Score -1.54156e+07 nChanged 71380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -15457469.000000 Penalty: 3869.195557
	Iteration 1F: 3 clusters Score -1.545747e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -15458278.000000 Penalty: 3869.195557
	Iteration 2Q: 3 clusters Score -1.545828e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -15459338.000000 Penalty: 3869.195557
	Iteration 3Q: 3 clusters Score -1.545934e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -15460671.000000 Penalty: 3869.195557
	Iteration 4Q: 3 clusters Score -1.546067e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -15462821.000000 Penalty: 3869.195557
	Iteration 5Q: 3 clusters Score -1.546282e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -15466380.000000 Penalty: 3869.195557
	Iteration 6Q: 3 clusters Score -1.546638e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -15472067.000000 Penalty: 3869.195557
	Iteration 7F: 3 clusters Score -1.547207e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -15480528.000000 Penalty: 3869.195557
	Iteration 8F: 3 clusters Score -1.548053e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123140 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -15490614.000000 Penalty: 3869.195557
	Iteration 9F: 3 clusters Score -1.549061e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -15499687.000000 Penalty: 3869.195557
	Iteration 10F: 3 clusters Score -1.549969e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -15505830.000000 Penalty: 3869.195557
	Iteration 11Q: 3 clusters Score -1.550583e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -15509177.000000 Penalty: 3869.195557
	Iteration 12Q: 3 clusters Score -1.550918e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -15510890.000000 Penalty: 3869.195557
	Iteration 13Q: 3 clusters Score -1.551089e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -15511808.000000 Penalty: 3869.195557
	Iteration 14Q: 3 clusters Score -1.551181e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15512395.000000 Penalty: 3869.195557
	Iteration 15Q: 3 clusters Score -1.55124e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -15512678.000000 Penalty: 3869.195557
	Iteration 16Q: 3 clusters Score -1.551268e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15512801.000000 Penalty: 3869.195557
	Iteration 17Q: 3 clusters Score -1.55128e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147392 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -15512897.000000 Penalty: 3869.195557
	Iteration 18Q: 3 clusters Score -1.55129e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15512969.000000 Penalty: 3869.195557
	Iteration 19Q: 3 clusters Score -1.551297e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147538 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15513039.000000 Penalty: 3869.195557
	Iteration 20F: 3 clusters Score -1.551304e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15513067.000000 Penalty: 3869.195557
	Iteration 21Q: 3 clusters Score -1.551307e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15513073.000000 Penalty: 3869.195557
	Iteration 22Q: 3 clusters Score -1.551307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147611 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15513081.000000 Penalty: 3869.195557
	Iteration 23Q: 3 clusters Score -1.551308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147620 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15513109.000000 Penalty: 3869.195557
	Iteration 24Q: 3 clusters Score -1.551311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15513120.000000 Penalty: 3869.195557
	Iteration 25Q: 3 clusters Score -1.551312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15513132.000000 Penalty: 3869.195557
	Iteration 26Q: 3 clusters Score -1.551313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15513154.000000 Penalty: 3869.195557
	Iteration 27Q: 3 clusters Score -1.551315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15513174.000000 Penalty: 3869.195557
	Iteration 28Q: 3 clusters Score -1.551317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15513179.000000 Penalty: 3869.195557
	Iteration 29Q: 3 clusters Score -1.551318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15513174.000000 Penalty: 3869.195557
	Iteration 30Q: 3 clusters Score -1.551317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -15513188.000000 Penalty: 3869.195557
	Iteration 31Q: 3 clusters Score -1.551319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15513181.000000 Penalty: 3869.195557
	Iteration 32Q: 3 clusters Score -1.551318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15513178.000000 Penalty: 3869.195557
	Iteration 33Q: 3 clusters Score -1.551318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15513188.000000 Penalty: 3869.195557
	Iteration 34Q: 3 clusters Score -1.551319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15513177.000000 Penalty: 3869.195557
	Iteration 35Q: 3 clusters Score -1.551318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15513187.000000 Penalty: 3869.195557
	Iteration 36Q: 3 clusters Score -1.551319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15513192.000000 Penalty: 3869.195557
	Iteration 37Q: 3 clusters Score -1.551319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15513196.000000 Penalty: 3869.195557
	Iteration 38Q: 3 clusters Score -1.55132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15513200.000000 Penalty: 3869.195557
	Iteration 39Q: 3 clusters Score -1.55132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15513203.000000 Penalty: 3869.195557
	Iteration 40F: 3 clusters Score -1.55132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15513207.000000 Penalty: 3869.195557
	Iteration 41Q: 3 clusters Score -1.551321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15513212.000000 Penalty: 3869.195557
	Iteration 42Q: 3 clusters Score -1.551321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147696 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15513212.000000 Penalty: 3869.195557
	Iteration 43F: 3 clusters Score -1.551321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144259 members 
Entering Unmasked Estep 
Score: -14925182.000000 Penalty: 1930.396973
	Iteration 0F: 2 clusters Score -1.492518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -14828554.000000 Penalty: 3860.793945
	Iteration 0F: 3 clusters Score -1.482855e+07 nChanged 69712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -14870972.000000 Penalty: 3860.793945
	Iteration 1F: 3 clusters Score -1.487097e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -14876971.000000 Penalty: 3860.793945
	Iteration 2Q: 3 clusters Score -1.487697e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -14888239.000000 Penalty: 3860.793945
	Iteration 3F: 3 clusters Score -1.488824e+07 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -14902719.000000 Penalty: 3860.793945
	Iteration 4F: 3 clusters Score -1.490272e+07 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -14916875.000000 Penalty: 3860.793945
	Iteration 5F: 3 clusters Score -1.491688e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -14926301.000000 Penalty: 3860.793945
	Iteration 6F: 3 clusters Score -1.49263e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -14931321.000000 Penalty: 3860.793945
	Iteration 7Q: 3 clusters Score -1.493132e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -14934523.000000 Penalty: 3860.793945
	Iteration 8Q: 3 clusters Score -1.493452e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -14936309.000000 Penalty: 3860.793945
	Iteration 9Q: 3 clusters Score -1.493631e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -14936789.000000 Penalty: 3860.793945
	Iteration 10Q: 3 clusters Score -1.493679e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -14936985.000000 Penalty: 3860.793945
	Iteration 11Q: 3 clusters Score -1.493698e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -14937034.000000 Penalty: 3860.793945
	Iteration 12Q: 3 clusters Score -1.493703e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -14937151.000000 Penalty: 3860.793945
	Iteration 13Q: 3 clusters Score -1.493715e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -14937177.000000 Penalty: 3860.793945
	Iteration 14Q: 3 clusters Score -1.493718e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -14937175.000000 Penalty: 3860.793945
	Iteration 15Q: 3 clusters Score -1.493718e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -14937185.000000 Penalty: 3860.793945
	Iteration 16Q: 3 clusters Score -1.493718e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -14937233.000000 Penalty: 3860.793945
	Iteration 17Q: 3 clusters Score -1.493723e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -14937277.000000 Penalty: 3860.793945
	Iteration 18Q: 3 clusters Score -1.493728e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111460 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -14937334.000000 Penalty: 3860.793945
	Iteration 19Q: 3 clusters Score -1.493733e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -14937344.000000 Penalty: 3860.793945
	Iteration 20F: 3 clusters Score -1.493734e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -14937361.000000 Penalty: 3860.793945
	Iteration 21Q: 3 clusters Score -1.493736e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -14937436.000000 Penalty: 3860.793945
	Iteration 22Q: 3 clusters Score -1.493744e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -14937438.000000 Penalty: 3860.793945
	Iteration 23Q: 3 clusters Score -1.493744e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -14937526.000000 Penalty: 3860.793945
	Iteration 24Q: 3 clusters Score -1.493753e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -14937560.000000 Penalty: 3860.793945
	Iteration 25Q: 3 clusters Score -1.493756e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -14937557.000000 Penalty: 3860.793945
	Iteration 26Q: 3 clusters Score -1.493756e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114355 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -14937573.000000 Penalty: 3860.793945
	Iteration 27Q: 3 clusters Score -1.493757e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -14937612.000000 Penalty: 3860.793945
	Iteration 28Q: 3 clusters Score -1.493761e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -14937599.000000 Penalty: 3860.793945
	Iteration 29Q: 3 clusters Score -1.49376e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115332 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -14937599.000000 Penalty: 3860.793945
	Iteration 30Q: 3 clusters Score -1.49376e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115668 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -14937590.000000 Penalty: 3860.793945
	Iteration 31Q: 3 clusters Score -1.493759e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -14937632.000000 Penalty: 3860.793945
	Iteration 32Q: 3 clusters Score -1.493763e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -14937648.000000 Penalty: 3860.793945
	Iteration 33Q: 3 clusters Score -1.493765e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -14937691.000000 Penalty: 3860.793945
	Iteration 34Q: 3 clusters Score -1.493769e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116804 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -14937759.000000 Penalty: 3860.793945
	Iteration 35Q: 3 clusters Score -1.493776e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -14937774.000000 Penalty: 3860.793945
	Iteration 36Q: 3 clusters Score -1.493777e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117408 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -14937809.000000 Penalty: 3860.793945
	Iteration 37Q: 3 clusters Score -1.493781e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117719 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -14937839.000000 Penalty: 3860.793945
	Iteration 38Q: 3 clusters Score -1.493784e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -14937869.000000 Penalty: 3860.793945
	Iteration 39Q: 3 clusters Score -1.493787e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -14937808.000000 Penalty: 3860.793945
	Iteration 40F: 3 clusters Score -1.493781e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -14937804.000000 Penalty: 3860.793945
	Iteration 41Q: 3 clusters Score -1.49378e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -14937847.000000 Penalty: 3860.793945
	Iteration 42Q: 3 clusters Score -1.493785e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -14937850.000000 Penalty: 3860.793945
	Iteration 43Q: 3 clusters Score -1.493785e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119280 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -14937804.000000 Penalty: 3860.793945
	Iteration 44Q: 3 clusters Score -1.49378e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119486 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -14937808.000000 Penalty: 3860.793945
	Iteration 45Q: 3 clusters Score -1.493781e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -14937778.000000 Penalty: 3860.793945
	Iteration 46Q: 3 clusters Score -1.493778e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -14937832.000000 Penalty: 3860.793945
	Iteration 47Q: 3 clusters Score -1.493783e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -14937880.000000 Penalty: 3860.793945
	Iteration 48Q: 3 clusters Score -1.493788e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120329 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -14937885.000000 Penalty: 3860.793945
	Iteration 49Q: 3 clusters Score -1.493788e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120581 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -14937936.000000 Penalty: 3860.793945
	Iteration 50Q: 3 clusters Score -1.493794e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -14937914.000000 Penalty: 3860.793945
	Iteration 51Q: 3 clusters Score -1.493791e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -14937900.000000 Penalty: 3860.793945
	Iteration 52Q: 3 clusters Score -1.49379e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -14937932.000000 Penalty: 3860.793945
	Iteration 53Q: 3 clusters Score -1.493793e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121453 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -14937976.000000 Penalty: 3860.793945
	Iteration 54Q: 3 clusters Score -1.493798e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -14938007.000000 Penalty: 3860.793945
	Iteration 55Q: 3 clusters Score -1.493801e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -14938042.000000 Penalty: 3860.793945
	Iteration 56Q: 3 clusters Score -1.493804e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121963 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -14938043.000000 Penalty: 3860.793945
	Iteration 57Q: 3 clusters Score -1.493804e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122101 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -14938077.000000 Penalty: 3860.793945
	Iteration 58Q: 3 clusters Score -1.493808e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -14938109.000000 Penalty: 3860.793945
	Iteration 59Q: 3 clusters Score -1.493811e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122328 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -14938112.000000 Penalty: 3860.793945
	Iteration 60F: 3 clusters Score -1.493811e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -14938131.000000 Penalty: 3860.793945
	Iteration 61Q: 3 clusters Score -1.493813e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122511 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -14938142.000000 Penalty: 3860.793945
	Iteration 62Q: 3 clusters Score -1.493814e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -14938138.000000 Penalty: 3860.793945
	Iteration 63Q: 3 clusters Score -1.493814e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -14938148.000000 Penalty: 3860.793945
	Iteration 64Q: 3 clusters Score -1.493815e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122718 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -14938133.000000 Penalty: 3860.793945
	Iteration 65Q: 3 clusters Score -1.493813e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -14938137.000000 Penalty: 3860.793945
	Iteration 66Q: 3 clusters Score -1.493814e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -14938146.000000 Penalty: 3860.793945
	Iteration 67Q: 3 clusters Score -1.493815e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -14938150.000000 Penalty: 3860.793945
	Iteration 68Q: 3 clusters Score -1.493815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -14938141.000000 Penalty: 3860.793945
	Iteration 69Q: 3 clusters Score -1.493814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122934 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -14938171.000000 Penalty: 3860.793945
	Iteration 70Q: 3 clusters Score -1.493817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -14938160.000000 Penalty: 3860.793945
	Iteration 71Q: 3 clusters Score -1.493816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -14938151.000000 Penalty: 3860.793945
	Iteration 72Q: 3 clusters Score -1.493815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -14938162.000000 Penalty: 3860.793945
	Iteration 73Q: 3 clusters Score -1.493816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -14938165.000000 Penalty: 3860.793945
	Iteration 74Q: 3 clusters Score -1.493816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -14938163.000000 Penalty: 3860.793945
	Iteration 75Q: 3 clusters Score -1.493816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -14938161.000000 Penalty: 3860.793945
	Iteration 76Q: 3 clusters Score -1.493816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -14938173.000000 Penalty: 3860.793945
	Iteration 77Q: 3 clusters Score -1.493817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123070 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -14938160.000000 Penalty: 3860.793945
	Iteration 78Q: 3 clusters Score -1.493816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123077 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -14938157.000000 Penalty: 3860.793945
	Iteration 79Q: 3 clusters Score -1.493816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -14938155.000000 Penalty: 3860.793945
	Iteration 80F: 3 clusters Score -1.493816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -14938159.000000 Penalty: 3860.793945
	Iteration 81Q: 3 clusters Score -1.493816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123102 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -14938152.000000 Penalty: 3860.793945
	Iteration 82Q: 3 clusters Score -1.493815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -14938151.000000 Penalty: 3860.793945
	Iteration 83Q: 3 clusters Score -1.493815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -14938148.000000 Penalty: 3860.793945
	Iteration 84Q: 3 clusters Score -1.493815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -14938152.000000 Penalty: 3860.793945
	Iteration 85Q: 3 clusters Score -1.493815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123131 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -14938153.000000 Penalty: 3860.793945
	Iteration 86Q: 3 clusters Score -1.493815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123141 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -14938161.000000 Penalty: 3860.793945
	Iteration 87Q: 3 clusters Score -1.493816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123147 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -14938163.000000 Penalty: 3860.793945
	Iteration 88Q: 3 clusters Score -1.493816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -14938154.000000 Penalty: 3860.793945
	Iteration 89Q: 3 clusters Score -1.493815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -14938147.000000 Penalty: 3860.793945
	Iteration 90Q: 3 clusters Score -1.493815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123167 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -14938139.000000 Penalty: 3860.793945
	Iteration 91Q: 3 clusters Score -1.493814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -14938162.000000 Penalty: 3860.793945
	Iteration 92Q: 3 clusters Score -1.493816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -14938145.000000 Penalty: 3860.793945
	Iteration 93Q: 3 clusters Score -1.493814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -14938159.000000 Penalty: 3860.793945
	Iteration 94Q: 3 clusters Score -1.493816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -14938155.000000 Penalty: 3860.793945
	Iteration 95Q: 3 clusters Score -1.493816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -14938160.000000 Penalty: 3860.793945
	Iteration 96Q: 3 clusters Score -1.493816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -14938169.000000 Penalty: 3860.793945
	Iteration 97Q: 3 clusters Score -1.493817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123253 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -14938152.000000 Penalty: 3860.793945
	Iteration 98Q: 3 clusters Score -1.493815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -14938173.000000 Penalty: 3860.793945
	Iteration 99Q: 3 clusters Score -1.493817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -14938191.000000 Penalty: 3860.793945
	Iteration 100F: 3 clusters Score -1.493819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -14938188.000000 Penalty: 3860.793945
	Iteration 101Q: 3 clusters Score -1.493819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -14938187.000000 Penalty: 3860.793945
	Iteration 102Q: 3 clusters Score -1.493819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -14938197.000000 Penalty: 3860.793945
	Iteration 103Q: 3 clusters Score -1.49382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -14938179.000000 Penalty: 3860.793945
	Iteration 104Q: 3 clusters Score -1.493818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123354 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -14938184.000000 Penalty: 3860.793945
	Iteration 105Q: 3 clusters Score -1.493818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -14938185.000000 Penalty: 3860.793945
	Iteration 106Q: 3 clusters Score -1.493818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -14938182.000000 Penalty: 3860.793945
	Iteration 107Q: 3 clusters Score -1.493818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -14938182.000000 Penalty: 3860.793945
	Iteration 108Q: 3 clusters Score -1.493818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -14938189.000000 Penalty: 3860.793945
	Iteration 109Q: 3 clusters Score -1.493819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -14938187.000000 Penalty: 3860.793945
	Iteration 110Q: 3 clusters Score -1.493819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123404 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -14938190.000000 Penalty: 3860.793945
	Iteration 111Q: 3 clusters Score -1.493819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -14938193.000000 Penalty: 3860.793945
	Iteration 112Q: 3 clusters Score -1.493819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -14938193.000000 Penalty: 3860.793945
	Iteration 113F: 3 clusters Score -1.493819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 124675 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 20856 members 
Entering Unmasked Estep 
Score: -153865232.000000 Penalty: 64811.078125
Splitting cluster 16 changes total score from -153814656.000000 to -153865232.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (146623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146623 members 
Entering Unmasked Estep 
Score: -15384574.000000 Penalty: 1933.038330
	Iteration 0F: 2 clusters Score -1.538457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -15289170.000000 Penalty: 3866.076660
	Iteration 0F: 3 clusters Score -1.528917e+07 nChanged 70524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 76104 members 
Entering Unmasked Estep 
Score: -15331761.000000 Penalty: 3866.076660
	Iteration 1F: 3 clusters Score -1.533176e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -15334387.000000 Penalty: 3866.076660
	Iteration 2Q: 3 clusters Score -1.533439e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -15338974.000000 Penalty: 3866.076660
	Iteration 3Q: 3 clusters Score -1.533897e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -15345259.000000 Penalty: 3866.076660
	Iteration 4F: 3 clusters Score -1.534526e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -15352503.000000 Penalty: 3866.076660
	Iteration 5F: 3 clusters Score -1.53525e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -15359658.000000 Penalty: 3866.076660
	Iteration 6F: 3 clusters Score -1.535966e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -15365602.000000 Penalty: 3866.076660
	Iteration 7F: 3 clusters Score -1.53656e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -15369245.000000 Penalty: 3866.076660
	Iteration 8F: 3 clusters Score -1.536924e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -15371157.000000 Penalty: 3866.076660
	Iteration 9Q: 3 clusters Score -1.537116e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -15372612.000000 Penalty: 3866.076660
	Iteration 10Q: 3 clusters Score -1.537261e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -15373854.000000 Penalty: 3866.076660
	Iteration 11Q: 3 clusters Score -1.537385e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -15374718.000000 Penalty: 3866.076660
	Iteration 12Q: 3 clusters Score -1.537472e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -15375484.000000 Penalty: 3866.076660
	Iteration 13Q: 3 clusters Score -1.537548e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -15376057.000000 Penalty: 3866.076660
	Iteration 14Q: 3 clusters Score -1.537606e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -15376522.000000 Penalty: 3866.076660
	Iteration 15Q: 3 clusters Score -1.537652e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -15376847.000000 Penalty: 3866.076660
	Iteration 16Q: 3 clusters Score -1.537685e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -15377243.000000 Penalty: 3866.076660
	Iteration 17Q: 3 clusters Score -1.537724e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -15377536.000000 Penalty: 3866.076660
	Iteration 18Q: 3 clusters Score -1.537754e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -15377812.000000 Penalty: 3866.076660
	Iteration 19Q: 3 clusters Score -1.537781e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -15378108.000000 Penalty: 3866.076660
	Iteration 20F: 3 clusters Score -1.537811e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -15378429.000000 Penalty: 3866.076660
	Iteration 21Q: 3 clusters Score -1.537843e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -15378926.000000 Penalty: 3866.076660
	Iteration 22Q: 3 clusters Score -1.537893e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -15379308.000000 Penalty: 3866.076660
	Iteration 23Q: 3 clusters Score -1.537931e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -15379688.000000 Penalty: 3866.076660
	Iteration 24Q: 3 clusters Score -1.537969e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -15380215.000000 Penalty: 3866.076660
	Iteration 25Q: 3 clusters Score -1.538022e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -15380713.000000 Penalty: 3866.076660
	Iteration 26Q: 3 clusters Score -1.538071e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -15381142.000000 Penalty: 3866.076660
	Iteration 27Q: 3 clusters Score -1.538114e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -15381562.000000 Penalty: 3866.076660
	Iteration 28Q: 3 clusters Score -1.538156e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -15381986.000000 Penalty: 3866.076660
	Iteration 29Q: 3 clusters Score -1.538199e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -15382583.000000 Penalty: 3866.076660
	Iteration 30Q: 3 clusters Score -1.538258e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -15383051.000000 Penalty: 3866.076660
	Iteration 31Q: 3 clusters Score -1.538305e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129519 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -15383465.000000 Penalty: 3866.076660
	Iteration 32Q: 3 clusters Score -1.538346e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -15383772.000000 Penalty: 3866.076660
	Iteration 33Q: 3 clusters Score -1.538377e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -15384083.000000 Penalty: 3866.076660
	Iteration 34Q: 3 clusters Score -1.538408e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -15384281.000000 Penalty: 3866.076660
	Iteration 35Q: 3 clusters Score -1.538428e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135616 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -15384432.000000 Penalty: 3866.076660
	Iteration 36Q: 3 clusters Score -1.538443e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136302 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -15384539.000000 Penalty: 3866.076660
	Iteration 37Q: 3 clusters Score -1.538454e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -15384615.000000 Penalty: 3866.076660
	Iteration 38Q: 3 clusters Score -1.538462e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137020 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -15384625.000000 Penalty: 3866.076660
	Iteration 39Q: 3 clusters Score -1.538462e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -15384961.000000 Penalty: 3866.076660
	Iteration 40F: 3 clusters Score -1.538496e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138350 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -15385100.000000 Penalty: 3866.076660
	Iteration 41Q: 3 clusters Score -1.53851e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -15385258.000000 Penalty: 3866.076660
	Iteration 42Q: 3 clusters Score -1.538526e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140127 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -15385344.000000 Penalty: 3866.076660
	Iteration 43Q: 3 clusters Score -1.538534e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -15385427.000000 Penalty: 3866.076660
	Iteration 44Q: 3 clusters Score -1.538543e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -15385507.000000 Penalty: 3866.076660
	Iteration 45Q: 3 clusters Score -1.538551e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141849 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -15385493.000000 Penalty: 3866.076660
	Iteration 46Q: 3 clusters Score -1.538549e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -15385471.000000 Penalty: 3866.076660
	Iteration 47Q: 3 clusters Score -1.538547e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -15385498.000000 Penalty: 3866.076660
	Iteration 48Q: 3 clusters Score -1.53855e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15385372.000000 Penalty: 3866.076660
	Iteration 49Q: 3 clusters Score -1.538537e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -15385286.000000 Penalty: 3866.076660
	Iteration 50Q: 3 clusters Score -1.538529e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -15385201.000000 Penalty: 3866.076660
	Iteration 51Q: 3 clusters Score -1.53852e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -15385119.000000 Penalty: 3866.076660
	Iteration 52Q: 3 clusters Score -1.538512e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -15385106.000000 Penalty: 3866.076660
	Iteration 53Q: 3 clusters Score -1.538511e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -15385011.000000 Penalty: 3866.076660
	Iteration 54Q: 3 clusters Score -1.538501e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143972 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -15384978.000000 Penalty: 3866.076660
	Iteration 55Q: 3 clusters Score -1.538498e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15384941.000000 Penalty: 3866.076660
	Iteration 56Q: 3 clusters Score -1.538494e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144188 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -15384914.000000 Penalty: 3866.076660
	Iteration 57Q: 3 clusters Score -1.538491e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15384916.000000 Penalty: 3866.076660
	Iteration 58Q: 3 clusters Score -1.538492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -15384884.000000 Penalty: 3866.076660
	Iteration 59Q: 3 clusters Score -1.538488e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144387 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -15384822.000000 Penalty: 3866.076660
	Iteration 60F: 3 clusters Score -1.538482e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -15384805.000000 Penalty: 3866.076660
	Iteration 61Q: 3 clusters Score -1.53848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15384776.000000 Penalty: 3866.076660
	Iteration 62Q: 3 clusters Score -1.538478e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15384735.000000 Penalty: 3866.076660
	Iteration 63Q: 3 clusters Score -1.538474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -15384716.000000 Penalty: 3866.076660
	Iteration 64Q: 3 clusters Score -1.538472e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -15384678.000000 Penalty: 3866.076660
	Iteration 65Q: 3 clusters Score -1.538468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15384657.000000 Penalty: 3866.076660
	Iteration 66Q: 3 clusters Score -1.538466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144771 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15384624.000000 Penalty: 3866.076660
	Iteration 67Q: 3 clusters Score -1.538462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -15384616.000000 Penalty: 3866.076660
	Iteration 68Q: 3 clusters Score -1.538462e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -15384584.000000 Penalty: 3866.076660
	Iteration 69Q: 3 clusters Score -1.538458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -15384579.000000 Penalty: 3866.076660
	Iteration 70Q: 3 clusters Score -1.538458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144886 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15384555.000000 Penalty: 3866.076660
	Iteration 71Q: 3 clusters Score -1.538456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -15384553.000000 Penalty: 3866.076660
	Iteration 72Q: 3 clusters Score -1.538455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15384532.000000 Penalty: 3866.076660
	Iteration 73Q: 3 clusters Score -1.538453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -15384521.000000 Penalty: 3866.076660
	Iteration 74Q: 3 clusters Score -1.538452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144965 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15384498.000000 Penalty: 3866.076660
	Iteration 75Q: 3 clusters Score -1.53845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144981 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15384488.000000 Penalty: 3866.076660
	Iteration 76Q: 3 clusters Score -1.538449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15384487.000000 Penalty: 3866.076660
	Iteration 77Q: 3 clusters Score -1.538449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15384492.000000 Penalty: 3866.076660
	Iteration 78Q: 3 clusters Score -1.538449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -15384489.000000 Penalty: 3866.076660
	Iteration 79Q: 3 clusters Score -1.538449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15384491.000000 Penalty: 3866.076660
	Iteration 80F: 3 clusters Score -1.538449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145002 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -15384482.000000 Penalty: 3866.076660
	Iteration 81Q: 3 clusters Score -1.538448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15384481.000000 Penalty: 3866.076660
	Iteration 82Q: 3 clusters Score -1.538448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -15384481.000000 Penalty: 3866.076660
	Iteration 83Q: 3 clusters Score -1.538448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15384484.000000 Penalty: 3866.076660
	Iteration 84Q: 3 clusters Score -1.538448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15384484.000000 Penalty: 3866.076660
	Iteration 85F: 3 clusters Score -1.538448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (124675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124675 members 
Entering Unmasked Estep 
Score: -12976357.000000 Penalty: 1906.688110
	Iteration 0F: 2 clusters Score -1.297636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -12893196.000000 Penalty: 3813.376221
	Iteration 0F: 3 clusters Score -1.28932e+07 nChanged 59847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -12931068.000000 Penalty: 3813.376221
	Iteration 1F: 3 clusters Score -1.293107e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -12935141.000000 Penalty: 3813.376221
	Iteration 2F: 3 clusters Score -1.293514e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -12940049.000000 Penalty: 3813.376221
	Iteration 3F: 3 clusters Score -1.294005e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -12945956.000000 Penalty: 3813.376221
	Iteration 4F: 3 clusters Score -1.294596e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -12952637.000000 Penalty: 3813.376221
	Iteration 5F: 3 clusters Score -1.295264e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -12959020.000000 Penalty: 3813.376221
	Iteration 6F: 3 clusters Score -1.295902e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -12964446.000000 Penalty: 3813.376221
	Iteration 7F: 3 clusters Score -1.296445e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -12968640.000000 Penalty: 3813.376221
	Iteration 8F: 3 clusters Score -1.296864e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -12971976.000000 Penalty: 3813.376221
	Iteration 9Q: 3 clusters Score -1.297198e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -12974581.000000 Penalty: 3813.376221
	Iteration 10Q: 3 clusters Score -1.297458e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -12976837.000000 Penalty: 3813.376221
	Iteration 11Q: 3 clusters Score -1.297684e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -12978626.000000 Penalty: 3813.376221
	Iteration 12Q: 3 clusters Score -1.297863e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 114552 members 
Entering Unmasked Estep 
Score: -12979748.000000 Penalty: 3813.376221
	Iteration 13Q: 3 clusters Score -1.297975e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -12980396.000000 Penalty: 3813.376221
	Iteration 14Q: 3 clusters Score -1.29804e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 116739 members 
Entering Unmasked Estep 
Score: -12980903.000000 Penalty: 3813.376221
	Iteration 15Q: 3 clusters Score -1.29809e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 117450 members 
Entering Unmasked Estep 
Score: -12981389.000000 Penalty: 3813.376221
	Iteration 16Q: 3 clusters Score -1.298139e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 117977 members 
Entering Unmasked Estep 
Score: -12981737.000000 Penalty: 3813.376221
	Iteration 17Q: 3 clusters Score -1.298174e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 118393 members 
Entering Unmasked Estep 
Score: -12982076.000000 Penalty: 3813.376221
	Iteration 18Q: 3 clusters Score -1.298208e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -12982260.000000 Penalty: 3813.376221
	Iteration 19Q: 3 clusters Score -1.298226e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -12982475.000000 Penalty: 3813.376221
	Iteration 20F: 3 clusters Score -1.298248e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -12982625.000000 Penalty: 3813.376221
	Iteration 21Q: 3 clusters Score -1.298262e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -12982691.000000 Penalty: 3813.376221
	Iteration 22Q: 3 clusters Score -1.298269e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -12982758.000000 Penalty: 3813.376221
	Iteration 23Q: 3 clusters Score -1.298276e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 119513 members 
Entering Unmasked Estep 
Score: -12982801.000000 Penalty: 3813.376221
	Iteration 24Q: 3 clusters Score -1.29828e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 119544 members 
Entering Unmasked Estep 
Score: -12982802.000000 Penalty: 3813.376221
	Iteration 25Q: 3 clusters Score -1.29828e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -12982815.000000 Penalty: 3813.376221
	Iteration 26Q: 3 clusters Score -1.298282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 119578 members 
Entering Unmasked Estep 
Score: -12982822.000000 Penalty: 3813.376221
	Iteration 27Q: 3 clusters Score -1.298282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -12982834.000000 Penalty: 3813.376221
	Iteration 28Q: 3 clusters Score -1.298283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -12982833.000000 Penalty: 3813.376221
	Iteration 29Q: 3 clusters Score -1.298283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 119597 members 
Entering Unmasked Estep 
Score: -12982829.000000 Penalty: 3813.376221
	Iteration 30Q: 3 clusters Score -1.298283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -12982832.000000 Penalty: 3813.376221
	Iteration 31Q: 3 clusters Score -1.298283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -12982846.000000 Penalty: 3813.376221
	Iteration 32Q: 3 clusters Score -1.298285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 119610 members 
Entering Unmasked Estep 
Score: -12982835.000000 Penalty: 3813.376221
	Iteration 33Q: 3 clusters Score -1.298284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -12982835.000000 Penalty: 3813.376221
	Iteration 34Q: 3 clusters Score -1.298284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -12982838.000000 Penalty: 3813.376221
	Iteration 35Q: 3 clusters Score -1.298284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -12982835.000000 Penalty: 3813.376221
	Iteration 36Q: 3 clusters Score -1.298284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -12982832.000000 Penalty: 3813.376221
	Iteration 37Q: 3 clusters Score -1.298283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -12982832.000000 Penalty: 3813.376221
	Iteration 38F: 3 clusters Score -1.298283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 19958 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 20856 members 
Mstep: Class 29 contains 119616 members 
Entering Unmasked Estep 
Score: -153872240.000000 Penalty: 67125.757812
Splitting cluster 18 changes total score from -153814656.000000 to -153872240.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (19958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Entering Unmasked Estep 
Score: -1858272.875000 Penalty: 1608.975098
	Iteration 0F: 2 clusters Score -1858273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1844664.625000 Penalty: 3217.950195
	Iteration 0F: 3 clusters Score -1844665 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1851294.500000 Penalty: 3217.950195
	Iteration 1F: 3 clusters Score -1851294 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1854189.500000 Penalty: 3217.950195
	Iteration 2F: 3 clusters Score -1854190 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1857241.500000 Penalty: 3217.950195
	Iteration 3F: 3 clusters Score -1857242 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1859289.000000 Penalty: 3217.950195
	Iteration 4F: 3 clusters Score -1859289 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1860412.625000 Penalty: 3217.950195
	Iteration 5F: 3 clusters Score -1860413 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1860907.250000 Penalty: 3217.950195
	Iteration 6Q: 3 clusters Score -1860907 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1861175.250000 Penalty: 3217.950195
	Iteration 7Q: 3 clusters Score -1861175 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1861344.250000 Penalty: 3217.950195
	Iteration 8Q: 3 clusters Score -1861344 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1861463.625000 Penalty: 3217.950195
	Iteration 9Q: 3 clusters Score -1861464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1861552.000000 Penalty: 3217.950195
	Iteration 10Q: 3 clusters Score -1861552 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1861601.250000 Penalty: 3217.950195
	Iteration 11Q: 3 clusters Score -1861601 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1861650.250000 Penalty: 3217.950195
	Iteration 12Q: 3 clusters Score -1861650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1861684.500000 Penalty: 3217.950195
	Iteration 13Q: 3 clusters Score -1861684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1861712.125000 Penalty: 3217.950195
	Iteration 14Q: 3 clusters Score -1861712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1861724.375000 Penalty: 3217.950195
	Iteration 15Q: 3 clusters Score -1861724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1861747.000000 Penalty: 3217.950195
	Iteration 16Q: 3 clusters Score -1861747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1861759.500000 Penalty: 3217.950195
	Iteration 17Q: 3 clusters Score -1861760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1861773.000000 Penalty: 3217.950195
	Iteration 18Q: 3 clusters Score -1861773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1861779.500000 Penalty: 3217.950195
	Iteration 19Q: 3 clusters Score -1861780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1861788.125000 Penalty: 3217.950195
	Iteration 20F: 3 clusters Score -1861788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1861798.375000 Penalty: 3217.950195
	Iteration 21Q: 3 clusters Score -1861798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1861798.375000 Penalty: 3217.950195
	Iteration 22Q: 3 clusters Score -1861798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1861802.875000 Penalty: 3217.950195
	Iteration 23Q: 3 clusters Score -1861803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1861806.000000 Penalty: 3217.950195
	Iteration 24Q: 3 clusters Score -1861806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1861812.750000 Penalty: 3217.950195
	Iteration 25Q: 3 clusters Score -1861813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1861831.125000 Penalty: 3217.950195
	Iteration 26Q: 3 clusters Score -1861831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1861828.125000 Penalty: 3217.950195
	Iteration 27Q: 3 clusters Score -1861828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1861831.000000 Penalty: 3217.950195
	Iteration 28Q: 3 clusters Score -1861831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1861839.875000 Penalty: 3217.950195
	Iteration 29Q: 3 clusters Score -1861840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1861839.250000 Penalty: 3217.950195
	Iteration 30Q: 3 clusters Score -1861839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1861842.375000 Penalty: 3217.950195
	Iteration 31Q: 3 clusters Score -1861842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1861849.250000 Penalty: 3217.950195
	Iteration 32Q: 3 clusters Score -1861849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1861847.625000 Penalty: 3217.950195
	Iteration 33Q: 3 clusters Score -1861848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1861849.000000 Penalty: 3217.950195
	Iteration 34Q: 3 clusters Score -1861849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1861848.000000 Penalty: 3217.950195
	Iteration 35Q: 3 clusters Score -1861848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1861851.875000 Penalty: 3217.950195
	Iteration 36Q: 3 clusters Score -1861852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1861855.875000 Penalty: 3217.950195
	Iteration 37Q: 3 clusters Score -1861856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1861858.875000 Penalty: 3217.950195
	Iteration 38Q: 3 clusters Score -1861859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1861858.750000 Penalty: 3217.950195
	Iteration 39Q: 3 clusters Score -1861859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1861864.875000 Penalty: 3217.950195
	Iteration 40F: 3 clusters Score -1861865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1861872.000000 Penalty: 3217.950195
	Iteration 41Q: 3 clusters Score -1861872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1861875.250000 Penalty: 3217.950195
	Iteration 42Q: 3 clusters Score -1861875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1861882.250000 Penalty: 3217.950195
	Iteration 43Q: 3 clusters Score -1861882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1861890.250000 Penalty: 3217.950195
	Iteration 44Q: 3 clusters Score -1861890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1861898.375000 Penalty: 3217.950195
	Iteration 45Q: 3 clusters Score -1861898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1861909.750000 Penalty: 3217.950195
	Iteration 46Q: 3 clusters Score -1861910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1861915.000000 Penalty: 3217.950195
	Iteration 47Q: 3 clusters Score -1861915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1861924.250000 Penalty: 3217.950195
	Iteration 48Q: 3 clusters Score -1861924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1861954.125000 Penalty: 3217.950195
	Iteration 49Q: 3 clusters Score -1861954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1861973.125000 Penalty: 3217.950195
	Iteration 50Q: 3 clusters Score -1861973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1862012.500000 Penalty: 3217.950195
	Iteration 51Q: 3 clusters Score -1862012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1862063.875000 Penalty: 3217.950195
	Iteration 52Q: 3 clusters Score -1862064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1862132.375000 Penalty: 3217.950195
	Iteration 53Q: 3 clusters Score -1862132 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1862188.375000 Penalty: 3217.950195
	Iteration 54Q: 3 clusters Score -1862188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1862223.750000 Penalty: 3217.950195
	Iteration 55Q: 3 clusters Score -1862224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1862264.250000 Penalty: 3217.950195
	Iteration 56Q: 3 clusters Score -1862264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1862288.875000 Penalty: 3217.950195
	Iteration 57Q: 3 clusters Score -1862289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1862317.250000 Penalty: 3217.950195
	Iteration 58Q: 3 clusters Score -1862317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1862340.625000 Penalty: 3217.950195
	Iteration 59Q: 3 clusters Score -1862341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1862460.250000 Penalty: 3217.950195
	Iteration 60F: 3 clusters Score -1862460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1862629.375000 Penalty: 3217.950195
	Iteration 61Q: 3 clusters Score -1862629 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1862761.250000 Penalty: 3217.950195
	Iteration 62Q: 3 clusters Score -1862761 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1862851.375000 Penalty: 3217.950195
	Iteration 63Q: 3 clusters Score -1862851 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1862914.625000 Penalty: 3217.950195
	Iteration 64Q: 3 clusters Score -1862915 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1862963.625000 Penalty: 3217.950195
	Iteration 65Q: 3 clusters Score -1862964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1863028.000000 Penalty: 3217.950195
	Iteration 66Q: 3 clusters Score -1863028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1863055.125000 Penalty: 3217.950195
	Iteration 67Q: 3 clusters Score -1863055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1863081.750000 Penalty: 3217.950195
	Iteration 68Q: 3 clusters Score -1863082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1863115.125000 Penalty: 3217.950195
	Iteration 69Q: 3 clusters Score -1863115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1863144.000000 Penalty: 3217.950195
	Iteration 70Q: 3 clusters Score -1863144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1863179.375000 Penalty: 3217.950195
	Iteration 71Q: 3 clusters Score -1863179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1863220.125000 Penalty: 3217.950195
	Iteration 72Q: 3 clusters Score -1863220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1863233.125000 Penalty: 3217.950195
	Iteration 73Q: 3 clusters Score -1863233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1863243.875000 Penalty: 3217.950195
	Iteration 74Q: 3 clusters Score -1863244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1863251.750000 Penalty: 3217.950195
	Iteration 75Q: 3 clusters Score -1863252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1863254.000000 Penalty: 3217.950195
	Iteration 76Q: 3 clusters Score -1863254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1863259.750000 Penalty: 3217.950195
	Iteration 77Q: 3 clusters Score -1863260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1863262.000000 Penalty: 3217.950195
	Iteration 78Q: 3 clusters Score -1863262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1863265.125000 Penalty: 3217.950195
	Iteration 79Q: 3 clusters Score -1863265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1863400.500000 Penalty: 3217.950195
	Iteration 80F: 3 clusters Score -1863400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1863462.875000 Penalty: 3217.950195
	Iteration 81Q: 3 clusters Score -1863463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1863491.500000 Penalty: 3217.950195
	Iteration 82Q: 3 clusters Score -1863492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1863501.750000 Penalty: 3217.950195
	Iteration 83Q: 3 clusters Score -1863502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1863509.875000 Penalty: 3217.950195
	Iteration 84Q: 3 clusters Score -1863510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1863517.125000 Penalty: 3217.950195
	Iteration 85Q: 3 clusters Score -1863517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1863519.625000 Penalty: 3217.950195
	Iteration 86Q: 3 clusters Score -1863520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1863527.000000 Penalty: 3217.950195
	Iteration 87Q: 3 clusters Score -1863527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1863527.625000 Penalty: 3217.950195
	Iteration 88Q: 3 clusters Score -1863528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1863527.875000 Penalty: 3217.950195
	Iteration 89Q: 3 clusters Score -1863528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1863530.750000 Penalty: 3217.950195
	Iteration 90Q: 3 clusters Score -1863531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1863529.125000 Penalty: 3217.950195
	Iteration 91Q: 3 clusters Score -1863529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1863531.500000 Penalty: 3217.950195
	Iteration 92Q: 3 clusters Score -1863532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1863530.750000 Penalty: 3217.950195
	Iteration 93Q: 3 clusters Score -1863531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1863529.375000 Penalty: 3217.950195
	Iteration 94Q: 3 clusters Score -1863529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1863529.375000 Penalty: 3217.950195
	Iteration 95F: 3 clusters Score -1863529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 20856 members 
Mstep: Class 29 contains 119616 members 
Mstep: Class 30 contains 15609 members 
Entering Unmasked Estep 
Score: -153876928.000000 Penalty: 69440.437500
Splitting cluster 19 changes total score from -153814656.000000 to -153876928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (14737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Entering Unmasked Estep 
Score: -1349196.125000 Penalty: 1559.693970
	Iteration 0F: 2 clusters Score -1349196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1339096.500000 Penalty: 3119.387939
	Iteration 0F: 3 clusters Score -1339096 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1344295.250000 Penalty: 3119.387939
	Iteration 1F: 3 clusters Score -1344295 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1345978.500000 Penalty: 3119.387939
	Iteration 2F: 3 clusters Score -1345978 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1347532.375000 Penalty: 3119.387939
	Iteration 3F: 3 clusters Score -1347532 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1348677.125000 Penalty: 3119.387939
	Iteration 4F: 3 clusters Score -1348677 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1349575.750000 Penalty: 3119.387939
	Iteration 5F: 3 clusters Score -1349576 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1350451.875000 Penalty: 3119.387939
	Iteration 6F: 3 clusters Score -1350452 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1351270.375000 Penalty: 3119.387939
	Iteration 7Q: 3 clusters Score -1351270 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1352016.750000 Penalty: 3119.387939
	Iteration 8Q: 3 clusters Score -1352017 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1352533.375000 Penalty: 3119.387939
	Iteration 9Q: 3 clusters Score -1352533 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1352824.500000 Penalty: 3119.387939
	Iteration 10Q: 3 clusters Score -1352824 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1352929.750000 Penalty: 3119.387939
	Iteration 11Q: 3 clusters Score -1352930 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1352982.750000 Penalty: 3119.387939
	Iteration 12Q: 3 clusters Score -1352983 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1353015.500000 Penalty: 3119.387939
	Iteration 13Q: 3 clusters Score -1353016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1353034.750000 Penalty: 3119.387939
	Iteration 14Q: 3 clusters Score -1353035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1353049.750000 Penalty: 3119.387939
	Iteration 15Q: 3 clusters Score -1353050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1353055.625000 Penalty: 3119.387939
	Iteration 16Q: 3 clusters Score -1353056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1353063.000000 Penalty: 3119.387939
	Iteration 17Q: 3 clusters Score -1353063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1353066.375000 Penalty: 3119.387939
	Iteration 18Q: 3 clusters Score -1353066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1353066.875000 Penalty: 3119.387939
	Iteration 19Q: 3 clusters Score -1353067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1353071.250000 Penalty: 3119.387939
	Iteration 20F: 3 clusters Score -1353071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1353077.250000 Penalty: 3119.387939
	Iteration 21Q: 3 clusters Score -1353077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1353075.125000 Penalty: 3119.387939
	Iteration 22Q: 3 clusters Score -1353075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1353080.375000 Penalty: 3119.387939
	Iteration 23Q: 3 clusters Score -1353080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1353079.375000 Penalty: 3119.387939
	Iteration 24Q: 3 clusters Score -1353079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1353077.375000 Penalty: 3119.387939
	Iteration 25Q: 3 clusters Score -1353077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1353083.250000 Penalty: 3119.387939
	Iteration 26Q: 3 clusters Score -1353083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1353082.375000 Penalty: 3119.387939
	Iteration 27Q: 3 clusters Score -1353082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1353082.250000 Penalty: 3119.387939
	Iteration 28Q: 3 clusters Score -1353082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1353086.250000 Penalty: 3119.387939
	Iteration 29Q: 3 clusters Score -1353086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1353086.000000 Penalty: 3119.387939
	Iteration 30Q: 3 clusters Score -1353086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1353085.875000 Penalty: 3119.387939
	Iteration 31Q: 3 clusters Score -1353086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1353088.000000 Penalty: 3119.387939
	Iteration 32Q: 3 clusters Score -1353088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1353088.125000 Penalty: 3119.387939
	Iteration 33Q: 3 clusters Score -1353088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1353088.250000 Penalty: 3119.387939
	Iteration 34Q: 3 clusters Score -1353088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1353089.875000 Penalty: 3119.387939
	Iteration 35Q: 3 clusters Score -1353090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1353090.250000 Penalty: 3119.387939
	Iteration 36Q: 3 clusters Score -1353090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1353088.125000 Penalty: 3119.387939
	Iteration 37Q: 3 clusters Score -1353088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1353089.125000 Penalty: 3119.387939
	Iteration 38Q: 3 clusters Score -1353089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1353088.375000 Penalty: 3119.387939
	Iteration 39Q: 3 clusters Score -1353088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1353088.000000 Penalty: 3119.387939
	Iteration 40F: 3 clusters Score -1353088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1353089.125000 Penalty: 3119.387939
	Iteration 41Q: 3 clusters Score -1353089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1353091.750000 Penalty: 3119.387939
	Iteration 42Q: 3 clusters Score -1353092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1353091.750000 Penalty: 3119.387939
	Iteration 43F: 3 clusters Score -1353092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 27808 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 20856 members 
Mstep: Class 29 contains 119616 members 
Mstep: Class 30 contains 15609 members 
Mstep: Class 31 contains 7794 members 
Entering Unmasked Estep 
Score: -153879696.000000 Penalty: 71755.125000
Splitting cluster 20 changes total score from -153814656.000000 to -153879696.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (27808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Entering Unmasked Estep 
Score: -2666925.000000 Penalty: 1662.875366
	Iteration 0F: 2 clusters Score -2666925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2648700.500000 Penalty: 3325.750732
	Iteration 0F: 3 clusters Score -2648700 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2664250.000000 Penalty: 3325.750732
	Iteration 1F: 3 clusters Score -2664250 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2676459.500000 Penalty: 3325.750732
	Iteration 2F: 3 clusters Score -2676460 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2683676.750000 Penalty: 3325.750732
	Iteration 3F: 3 clusters Score -2683677 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2684943.000000 Penalty: 3325.750732
	Iteration 4F: 3 clusters Score -2684943 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2685226.750000 Penalty: 3325.750732
	Iteration 5Q: 3 clusters Score -2685227 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2685300.250000 Penalty: 3325.750732
	Iteration 6Q: 3 clusters Score -2685300 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2685359.000000 Penalty: 3325.750732
	Iteration 7Q: 3 clusters Score -2685359 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2685378.250000 Penalty: 3325.750732
	Iteration 8Q: 3 clusters Score -2685378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2685414.500000 Penalty: 3325.750732
	Iteration 9Q: 3 clusters Score -2685414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2685442.250000 Penalty: 3325.750732
	Iteration 10Q: 3 clusters Score -2685442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2685452.500000 Penalty: 3325.750732
	Iteration 11Q: 3 clusters Score -2685452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2685480.000000 Penalty: 3325.750732
	Iteration 12Q: 3 clusters Score -2685480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2685504.250000 Penalty: 3325.750732
	Iteration 13Q: 3 clusters Score -2685504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2685532.750000 Penalty: 3325.750732
	Iteration 14Q: 3 clusters Score -2685533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2685566.250000 Penalty: 3325.750732
	Iteration 15Q: 3 clusters Score -2685566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2685626.750000 Penalty: 3325.750732
	Iteration 16Q: 3 clusters Score -2685627 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2685724.000000 Penalty: 3325.750732
	Iteration 17Q: 3 clusters Score -2685724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2685840.750000 Penalty: 3325.750732
	Iteration 18Q: 3 clusters Score -2685841 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2685927.500000 Penalty: 3325.750732
	Iteration 19Q: 3 clusters Score -2685928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2686007.500000 Penalty: 3325.750732
	Iteration 20F: 3 clusters Score -2686008 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2686070.500000 Penalty: 3325.750732
	Iteration 21Q: 3 clusters Score -2686070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2686129.750000 Penalty: 3325.750732
	Iteration 22Q: 3 clusters Score -2686130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2686162.750000 Penalty: 3325.750732
	Iteration 23Q: 3 clusters Score -2686163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2686186.750000 Penalty: 3325.750732
	Iteration 24Q: 3 clusters Score -2686187 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2686201.500000 Penalty: 3325.750732
	Iteration 25Q: 3 clusters Score -2686202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2686211.750000 Penalty: 3325.750732
	Iteration 26Q: 3 clusters Score -2686212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2686227.500000 Penalty: 3325.750732
	Iteration 27Q: 3 clusters Score -2686228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2686248.250000 Penalty: 3325.750732
	Iteration 28Q: 3 clusters Score -2686248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2686269.000000 Penalty: 3325.750732
	Iteration 29Q: 3 clusters Score -2686269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2686276.750000 Penalty: 3325.750732
	Iteration 30Q: 3 clusters Score -2686277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2686292.500000 Penalty: 3325.750732
	Iteration 31Q: 3 clusters Score -2686292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2686295.250000 Penalty: 3325.750732
	Iteration 32Q: 3 clusters Score -2686295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2686317.000000 Penalty: 3325.750732
	Iteration 33Q: 3 clusters Score -2686317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2686330.500000 Penalty: 3325.750732
	Iteration 34Q: 3 clusters Score -2686330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2686351.500000 Penalty: 3325.750732
	Iteration 35Q: 3 clusters Score -2686352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2686379.250000 Penalty: 3325.750732
	Iteration 36Q: 3 clusters Score -2686379 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2686400.250000 Penalty: 3325.750732
	Iteration 37Q: 3 clusters Score -2686400 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2686431.250000 Penalty: 3325.750732
	Iteration 38Q: 3 clusters Score -2686431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2686465.000000 Penalty: 3325.750732
	Iteration 39Q: 3 clusters Score -2686465 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2686513.750000 Penalty: 3325.750732
	Iteration 40F: 3 clusters Score -2686514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2686532.500000 Penalty: 3325.750732
	Iteration 41Q: 3 clusters Score -2686532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2686556.250000 Penalty: 3325.750732
	Iteration 42Q: 3 clusters Score -2686556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2686576.000000 Penalty: 3325.750732
	Iteration 43Q: 3 clusters Score -2686576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2686607.750000 Penalty: 3325.750732
	Iteration 44Q: 3 clusters Score -2686608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2686624.250000 Penalty: 3325.750732
	Iteration 45Q: 3 clusters Score -2686624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2686637.750000 Penalty: 3325.750732
	Iteration 46Q: 3 clusters Score -2686638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2686638.250000 Penalty: 3325.750732
	Iteration 47Q: 3 clusters Score -2686638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2686648.250000 Penalty: 3325.750732
	Iteration 48Q: 3 clusters Score -2686648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2686651.750000 Penalty: 3325.750732
	Iteration 49Q: 3 clusters Score -2686652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2686651.000000 Penalty: 3325.750732
	Iteration 50Q: 3 clusters Score -2686651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2686645.000000 Penalty: 3325.750732
	Iteration 51Q: 3 clusters Score -2686645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2686650.000000 Penalty: 3325.750732
	Iteration 52Q: 3 clusters Score -2686650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2686655.000000 Penalty: 3325.750732
	Iteration 53Q: 3 clusters Score -2686655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2686654.250000 Penalty: 3325.750732
	Iteration 54Q: 3 clusters Score -2686654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2686652.250000 Penalty: 3325.750732
	Iteration 55Q: 3 clusters Score -2686652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2686649.250000 Penalty: 3325.750732
	Iteration 56Q: 3 clusters Score -2686649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2686648.750000 Penalty: 3325.750732
	Iteration 57Q: 3 clusters Score -2686649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2686648.000000 Penalty: 3325.750732
	Iteration 58Q: 3 clusters Score -2686648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2686650.000000 Penalty: 3325.750732
	Iteration 59Q: 3 clusters Score -2686650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2686650.000000 Penalty: 3325.750732
	Iteration 60F: 3 clusters Score -2686650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 10952 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 11043 members 
Mstep: Class 26 contains 28564 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 20856 members 
Mstep: Class 29 contains 119616 members 
Mstep: Class 30 contains 15609 members 
Mstep: Class 31 contains 7794 members 
Mstep: Class 32 contains 16856 members 
Entering Unmasked Estep 
Score: -153895680.000000 Penalty: 74069.804688
Splitting cluster 21 changes total score from -153814656.000000 to -153895680.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 38534 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 40721 members 
Mstep: Class 8 contains 99698 members 
Mstep: Class 9 contains 134705 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 125400 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 140855 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 148037 members 
Mstep: Class 16 contains 123403 members 
Mstep: Class 17 contains 146623 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153915616.000000 Penalty: 74069.804688
Iteration 39Q: 33 clusters Score -1.539156e+08 nChanged 38118
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 9269 members 
Mstep: Class 3 contains 40089 members 
Mstep: Class 4 contains 18157 members 
Mstep: Class 5 contains 37845 members 
Mstep: Class 6 contains 71706 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 97783 members 
Mstep: Class 9 contains 133375 members 
Mstep: Class 10 contains 13364 members 
Mstep: Class 11 contains 124976 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 140596 members 
Mstep: Class 14 contains 44237 members 
Mstep: Class 15 contains 148318 members 
Mstep: Class 16 contains 125262 members 
Mstep: Class 17 contains 146247 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 7460 members 
Mstep: Class 21 contains 11078 members 
Mstep: Class 22 contains 9142 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 6290 members 
Mstep: Class 25 contains 10787 members 
Mstep: Class 26 contains 27485 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 21596 members 
Mstep: Class 29 contains 117168 members 
Mstep: Class 30 contains 14787 members 
Mstep: Class 31 contains 7286 members 
Mstep: Class 32 contains 15742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153936640.000000 Penalty: 74069.804688
Iteration 40F: 33 clusters Score -1.539366e+08 nChanged 34564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 9012 members 
Mstep: Class 3 contains 40413 members 
Mstep: Class 4 contains 18470 members 
Mstep: Class 5 contains 36890 members 
Mstep: Class 6 contains 71088 members 
Mstep: Class 7 contains 39607 members 
Mstep: Class 8 contains 95562 members 
Mstep: Class 9 contains 131170 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 11 contains 123582 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 140155 members 
Mstep: Class 14 contains 46376 members 
Mstep: Class 15 contains 149820 members 
Mstep: Class 16 contains 124593 members 
Mstep: Class 17 contains 144960 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 7955 members 
Mstep: Class 21 contains 10226 members 
Mstep: Class 22 contains 10144 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 6542 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 29391 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 22582 members 
Mstep: Class 29 contains 117137 members 
Mstep: Class 30 contains 15613 members 
Mstep: Class 31 contains 7988 members 
Mstep: Class 32 contains 15128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153949344.000000 Penalty: 74069.804688
Iteration 41Q: 33 clusters Score -1.539493e+08 nChanged 25582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 8956 members 
Mstep: Class 3 contains 40542 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 36237 members 
Mstep: Class 6 contains 70664 members 
Mstep: Class 7 contains 39108 members 
Mstep: Class 8 contains 93422 members 
Mstep: Class 9 contains 129522 members 
Mstep: Class 10 contains 14956 members 
Mstep: Class 11 contains 122595 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 139810 members 
Mstep: Class 14 contains 48373 members 
Mstep: Class 15 contains 151678 members 
Mstep: Class 16 contains 123705 members 
Mstep: Class 17 contains 143940 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 8364 members 
Mstep: Class 21 contains 9745 members 
Mstep: Class 22 contains 10772 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 10934 members 
Mstep: Class 26 contains 30682 members 
Mstep: Class 27 contains 6200 members 
Mstep: Class 28 contains 23538 members 
Mstep: Class 29 contains 116710 members 
Mstep: Class 30 contains 16115 members 
Mstep: Class 31 contains 8493 members 
Mstep: Class 32 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153957568.000000 Penalty: 74069.804688
Iteration 42Q: 33 clusters Score -1.539576e+08 nChanged 21831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 8906 members 
Mstep: Class 3 contains 40572 members 
Mstep: Class 4 contains 18835 members 
Mstep: Class 5 contains 35624 members 
Mstep: Class 6 contains 70433 members 
Mstep: Class 7 contains 38703 members 
Mstep: Class 8 contains 91190 members 
Mstep: Class 9 contains 128254 members 
Mstep: Class 10 contains 15576 members 
Mstep: Class 11 contains 121806 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 139412 members 
Mstep: Class 14 contains 50320 members 
Mstep: Class 15 contains 153755 members 
Mstep: Class 16 contains 122879 members 
Mstep: Class 17 contains 143209 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 8669 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 22 contains 11305 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 6945 members 
Mstep: Class 25 contains 11017 members 
Mstep: Class 26 contains 31448 members 
Mstep: Class 27 contains 6289 members 
Mstep: Class 28 contains 24441 members 
Mstep: Class 29 contains 116266 members 
Mstep: Class 30 contains 16485 members 
Mstep: Class 31 contains 8907 members 
Mstep: Class 32 contains 14101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153961872.000000 Penalty: 74069.804688
Iteration 43Q: 33 clusters Score -1.539619e+08 nChanged 19586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 8897 members 
Mstep: Class 3 contains 40534 members 
Mstep: Class 4 contains 18904 members 
Mstep: Class 5 contains 35085 members 
Mstep: Class 6 contains 70302 members 
Mstep: Class 7 contains 38419 members 
Mstep: Class 8 contains 88985 members 
Mstep: Class 9 contains 127233 members 
Mstep: Class 10 contains 16042 members 
Mstep: Class 11 contains 121183 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 138683 members 
Mstep: Class 14 contains 52238 members 
Mstep: Class 15 contains 156081 members 
Mstep: Class 16 contains 122146 members 
Mstep: Class 17 contains 142556 members 
Mstep: Class 18 contains 5905 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 9289 members 
Mstep: Class 22 contains 11765 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 7155 members 
Mstep: Class 25 contains 11086 members 
Mstep: Class 26 contains 31932 members 
Mstep: Class 27 contains 6390 members 
Mstep: Class 28 contains 25238 members 
Mstep: Class 29 contains 115834 members 
Mstep: Class 30 contains 16784 members 
Mstep: Class 31 contains 9238 members 
Mstep: Class 32 contains 13668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153966640.000000 Penalty: 74069.804688
Iteration 44Q: 33 clusters Score -1.539666e+08 nChanged 18319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 8880 members 
Mstep: Class 3 contains 40533 members 
Mstep: Class 4 contains 18956 members 
Mstep: Class 5 contains 34668 members 
Mstep: Class 6 contains 70147 members 
Mstep: Class 7 contains 38246 members 
Mstep: Class 8 contains 86745 members 
Mstep: Class 9 contains 126350 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 11 contains 120619 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 137606 members 
Mstep: Class 14 contains 54205 members 
Mstep: Class 15 contains 158495 members 
Mstep: Class 16 contains 121608 members 
Mstep: Class 17 contains 142062 members 
Mstep: Class 18 contains 6100 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 9183 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 12192 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 7354 members 
Mstep: Class 25 contains 11137 members 
Mstep: Class 26 contains 32195 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 25914 members 
Mstep: Class 29 contains 115503 members 
Mstep: Class 30 contains 16984 members 
Mstep: Class 31 contains 9478 members 
Mstep: Class 32 contains 13302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153970272.000000 Penalty: 74069.804688
Iteration 45Q: 33 clusters Score -1.539703e+08 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 8879 members 
Mstep: Class 3 contains 40563 members 
Mstep: Class 4 contains 18932 members 
Mstep: Class 5 contains 34321 members 
Mstep: Class 6 contains 70067 members 
Mstep: Class 7 contains 38098 members 
Mstep: Class 8 contains 84439 members 
Mstep: Class 9 contains 125702 members 
Mstep: Class 10 contains 16602 members 
Mstep: Class 11 contains 120135 members 
Mstep: Class 12 contains 2511 members 
Mstep: Class 13 contains 136147 members 
Mstep: Class 14 contains 56184 members 
Mstep: Class 15 contains 161050 members 
Mstep: Class 16 contains 121140 members 
Mstep: Class 17 contains 141622 members 
Mstep: Class 18 contains 6278 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 9018 members 
Mstep: Class 22 contains 12612 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 11175 members 
Mstep: Class 26 contains 32352 members 
Mstep: Class 27 contains 6548 members 
Mstep: Class 28 contains 26509 members 
Mstep: Class 29 contains 115213 members 
Mstep: Class 30 contains 17088 members 
Mstep: Class 31 contains 9675 members 
Mstep: Class 32 contains 12980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153973120.000000 Penalty: 74069.804688
Iteration 46Q: 33 clusters Score -1.539731e+08 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 40636 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 34053 members 
Mstep: Class 6 contains 69976 members 
Mstep: Class 7 contains 38005 members 
Mstep: Class 8 contains 82067 members 
Mstep: Class 9 contains 125175 members 
Mstep: Class 10 contains 16783 members 
Mstep: Class 11 contains 119776 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 134395 members 
Mstep: Class 14 contains 58236 members 
Mstep: Class 15 contains 163614 members 
Mstep: Class 16 contains 120707 members 
Mstep: Class 17 contains 141282 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 9575 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 13000 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 7838 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 32402 members 
Mstep: Class 27 contains 6607 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 114924 members 
Mstep: Class 30 contains 17204 members 
Mstep: Class 31 contains 9835 members 
Mstep: Class 32 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153976512.000000 Penalty: 74069.804688
Iteration 47Q: 33 clusters Score -1.539765e+08 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 40727 members 
Mstep: Class 4 contains 18816 members 
Mstep: Class 5 contains 33871 members 
Mstep: Class 6 contains 69932 members 
Mstep: Class 7 contains 37926 members 
Mstep: Class 8 contains 79630 members 
Mstep: Class 9 contains 124674 members 
Mstep: Class 10 contains 16912 members 
Mstep: Class 11 contains 119460 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 132253 members 
Mstep: Class 14 contains 60361 members 
Mstep: Class 15 contains 166278 members 
Mstep: Class 16 contains 120413 members 
Mstep: Class 17 contains 140929 members 
Mstep: Class 18 contains 6620 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 9745 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 13333 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 8107 members 
Mstep: Class 25 contains 11231 members 
Mstep: Class 26 contains 32382 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 27567 members 
Mstep: Class 29 contains 114643 members 
Mstep: Class 30 contains 17303 members 
Mstep: Class 31 contains 10000 members 
Mstep: Class 32 contains 12457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153979408.000000 Penalty: 74069.804688
Iteration 48Q: 33 clusters Score -1.539794e+08 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 40701 members 
Mstep: Class 4 contains 18731 members 
Mstep: Class 5 contains 33759 members 
Mstep: Class 6 contains 69947 members 
Mstep: Class 7 contains 37901 members 
Mstep: Class 8 contains 77251 members 
Mstep: Class 9 contains 124291 members 
Mstep: Class 10 contains 17024 members 
Mstep: Class 11 contains 119146 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 129730 members 
Mstep: Class 14 contains 62573 members 
Mstep: Class 15 contains 168987 members 
Mstep: Class 16 contains 120275 members 
Mstep: Class 17 contains 140642 members 
Mstep: Class 18 contains 6797 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 9866 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 22 contains 13657 members 
Mstep: Class 23 contains 3423 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 11251 members 
Mstep: Class 26 contains 32299 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 28020 members 
Mstep: Class 29 contains 114363 members 
Mstep: Class 30 contains 17367 members 
Mstep: Class 31 contains 10101 members 
Mstep: Class 32 contains 12263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153983792.000000 Penalty: 74069.804688
Iteration 49Q: 33 clusters Score -1.539838e+08 nChanged 17206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 8907 members 
Mstep: Class 3 contains 40560 members 
Mstep: Class 4 contains 18651 members 
Mstep: Class 5 contains 33666 members 
Mstep: Class 6 contains 69954 members 
Mstep: Class 7 contains 37879 members 
Mstep: Class 8 contains 74910 members 
Mstep: Class 9 contains 124019 members 
Mstep: Class 10 contains 17116 members 
Mstep: Class 11 contains 118880 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 127149 members 
Mstep: Class 14 contains 64687 members 
Mstep: Class 15 contains 171572 members 
Mstep: Class 16 contains 120193 members 
Mstep: Class 17 contains 140389 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 9973 members 
Mstep: Class 21 contains 8553 members 
Mstep: Class 22 contains 13964 members 
Mstep: Class 23 contains 3553 members 
Mstep: Class 24 contains 8770 members 
Mstep: Class 25 contains 11271 members 
Mstep: Class 26 contains 32190 members 
Mstep: Class 27 contains 6781 members 
Mstep: Class 28 contains 28416 members 
Mstep: Class 29 contains 114163 members 
Mstep: Class 30 contains 17423 members 
Mstep: Class 31 contains 10189 members 
Mstep: Class 32 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153987424.000000 Penalty: 74069.804688
Iteration 50Q: 33 clusters Score -1.539874e+08 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 8870 members 
Mstep: Class 3 contains 40327 members 
Mstep: Class 4 contains 18527 members 
Mstep: Class 5 contains 33632 members 
Mstep: Class 6 contains 70008 members 
Mstep: Class 7 contains 37857 members 
Mstep: Class 8 contains 72845 members 
Mstep: Class 9 contains 123826 members 
Mstep: Class 10 contains 17188 members 
Mstep: Class 11 contains 118623 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 124529 members 
Mstep: Class 14 contains 66569 members 
Mstep: Class 15 contains 173996 members 
Mstep: Class 16 contains 120147 members 
Mstep: Class 17 contains 140164 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 10098 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 14259 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 9172 members 
Mstep: Class 25 contains 11289 members 
Mstep: Class 26 contains 32047 members 
Mstep: Class 27 contains 6835 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 114051 members 
Mstep: Class 30 contains 17460 members 
Mstep: Class 31 contains 10258 members 
Mstep: Class 32 contains 12011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153991360.000000 Penalty: 74069.804688
Iteration 51Q: 33 clusters Score -1.539914e+08 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 8850 members 
Mstep: Class 3 contains 39962 members 
Mstep: Class 4 contains 18400 members 
Mstep: Class 5 contains 33605 members 
Mstep: Class 6 contains 70011 members 
Mstep: Class 7 contains 37846 members 
Mstep: Class 8 contains 71044 members 
Mstep: Class 9 contains 123751 members 
Mstep: Class 10 contains 17253 members 
Mstep: Class 11 contains 118308 members 
Mstep: Class 12 contains 2666 members 
Mstep: Class 13 contains 122462 members 
Mstep: Class 14 contains 67876 members 
Mstep: Class 15 contains 176229 members 
Mstep: Class 16 contains 120181 members 
Mstep: Class 17 contains 139919 members 
Mstep: Class 18 contains 7278 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 8408 members 
Mstep: Class 22 contains 14521 members 
Mstep: Class 23 contains 3763 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 11309 members 
Mstep: Class 26 contains 31912 members 
Mstep: Class 27 contains 6911 members 
Mstep: Class 28 contains 29022 members 
Mstep: Class 29 contains 114010 members 
Mstep: Class 30 contains 17496 members 
Mstep: Class 31 contains 10285 members 
Mstep: Class 32 contains 11927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153993328.000000 Penalty: 74069.804688
Iteration 52Q: 33 clusters Score -1.539933e+08 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 8850 members 
Mstep: Class 3 contains 39577 members 
Mstep: Class 4 contains 18255 members 
Mstep: Class 5 contains 33581 members 
Mstep: Class 6 contains 70015 members 
Mstep: Class 7 contains 37845 members 
Mstep: Class 8 contains 69427 members 
Mstep: Class 9 contains 123745 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 117972 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 120826 members 
Mstep: Class 14 contains 68741 members 
Mstep: Class 15 contains 178236 members 
Mstep: Class 16 contains 120214 members 
Mstep: Class 17 contains 139705 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 10279 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 14770 members 
Mstep: Class 23 contains 3865 members 
Mstep: Class 24 contains 9948 members 
Mstep: Class 25 contains 11323 members 
Mstep: Class 26 contains 31768 members 
Mstep: Class 27 contains 6975 members 
Mstep: Class 28 contains 29278 members 
Mstep: Class 29 contains 113967 members 
Mstep: Class 30 contains 17526 members 
Mstep: Class 31 contains 10284 members 
Mstep: Class 32 contains 11844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153994464.000000 Penalty: 74069.804688
Iteration 53Q: 33 clusters Score -1.539945e+08 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 4 contains 18133 members 
Mstep: Class 5 contains 33562 members 
Mstep: Class 6 contains 70077 members 
Mstep: Class 7 contains 37838 members 
Mstep: Class 8 contains 67976 members 
Mstep: Class 9 contains 123898 members 
Mstep: Class 10 contains 17373 members 
Mstep: Class 11 contains 117659 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 119526 members 
Mstep: Class 14 contains 69311 members 
Mstep: Class 15 contains 179842 members 
Mstep: Class 16 contains 120229 members 
Mstep: Class 17 contains 139464 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 10386 members 
Mstep: Class 21 contains 8357 members 
Mstep: Class 22 contains 14957 members 
Mstep: Class 23 contains 3952 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 11342 members 
Mstep: Class 26 contains 31624 members 
Mstep: Class 27 contains 7017 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 113991 members 
Mstep: Class 30 contains 17560 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153994976.000000 Penalty: 74069.804688
Iteration 54Q: 33 clusters Score -1.53995e+08 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 38842 members 
Mstep: Class 4 contains 17988 members 
Mstep: Class 5 contains 33521 members 
Mstep: Class 6 contains 70132 members 
Mstep: Class 7 contains 37805 members 
Mstep: Class 8 contains 66653 members 
Mstep: Class 9 contains 124083 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 117360 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 118461 members 
Mstep: Class 14 contains 69639 members 
Mstep: Class 15 contains 181192 members 
Mstep: Class 16 contains 120258 members 
Mstep: Class 17 contains 139212 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 4457 members 
Mstep: Class 20 contains 10489 members 
Mstep: Class 21 contains 8342 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 10862 members 
Mstep: Class 25 contains 11359 members 
Mstep: Class 26 contains 31484 members 
Mstep: Class 27 contains 7053 members 
Mstep: Class 28 contains 29647 members 
Mstep: Class 29 contains 114052 members 
Mstep: Class 30 contains 17601 members 
Mstep: Class 31 contains 10273 members 
Mstep: Class 32 contains 11745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153995680.000000 Penalty: 74069.804688
Iteration 55Q: 33 clusters Score -1.539957e+08 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 38538 members 
Mstep: Class 4 contains 17850 members 
Mstep: Class 5 contains 33494 members 
Mstep: Class 6 contains 70205 members 
Mstep: Class 7 contains 37789 members 
Mstep: Class 8 contains 65454 members 
Mstep: Class 9 contains 124280 members 
Mstep: Class 10 contains 17459 members 
Mstep: Class 11 contains 117100 members 
Mstep: Class 12 contains 2701 members 
Mstep: Class 13 contains 117638 members 
Mstep: Class 14 contains 69780 members 
Mstep: Class 15 contains 182298 members 
Mstep: Class 16 contains 120273 members 
Mstep: Class 17 contains 138919 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 10561 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 15359 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 11373 members 
Mstep: Class 26 contains 31325 members 
Mstep: Class 27 contains 7079 members 
Mstep: Class 28 contains 29815 members 
Mstep: Class 29 contains 114091 members 
Mstep: Class 30 contains 17636 members 
Mstep: Class 31 contains 10261 members 
Mstep: Class 32 contains 11705 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -1.539963e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 8858 members 
Mstep: Class 3 contains 38292 members 
Mstep: Class 4 contains 17717 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 70294 members 
Mstep: Class 7 contains 37764 members 
Mstep: Class 8 contains 64324 members 
Mstep: Class 9 contains 124389 members 
Mstep: Class 10 contains 17485 members 
Mstep: Class 11 contains 116901 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 117052 members 
Mstep: Class 14 contains 69825 members 
Mstep: Class 15 contains 183165 members 
Mstep: Class 16 contains 120257 members 
Mstep: Class 17 contains 138612 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 10609 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 15556 members 
Mstep: Class 23 contains 4147 members 
Mstep: Class 24 contains 11892 members 
Mstep: Class 25 contains 11384 members 
Mstep: Class 26 contains 31198 members 
Mstep: Class 27 contains 7093 members 
Mstep: Class 28 contains 29952 members 
Mstep: Class 29 contains 114177 members 
Mstep: Class 30 contains 17655 members 
Mstep: Class 31 contains 10248 members 
Mstep: Class 32 contains 11662 members 
Entering Unmasked Estep 
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Iteration 57Q: 33 clusters Score -1.539963e+08 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 8876 members 
Mstep: Class 3 contains 38043 members 
Mstep: Class 4 contains 17573 members 
Mstep: Class 5 contains 33373 members 
Mstep: Class 6 contains 70395 members 
Mstep: Class 7 contains 37738 members 
Mstep: Class 8 contains 63284 members 
Mstep: Class 9 contains 124543 members 
Mstep: Class 10 contains 17519 members 
Mstep: Class 11 contains 116729 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 116675 members 
Mstep: Class 14 contains 69798 members 
Mstep: Class 15 contains 183908 members 
Mstep: Class 16 contains 120258 members 
Mstep: Class 17 contains 138227 members 
Mstep: Class 18 contains 8135 members 
Mstep: Class 19 contains 4471 members 
Mstep: Class 20 contains 10649 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 15753 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 11394 members 
Mstep: Class 26 contains 31013 members 
Mstep: Class 27 contains 7102 members 
Mstep: Class 28 contains 30059 members 
Mstep: Class 29 contains 114242 members 
Mstep: Class 30 contains 17672 members 
Mstep: Class 31 contains 10229 members 
Mstep: Class 32 contains 11636 members 
Entering Unmasked Estep 
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Iteration 58Q: 33 clusters Score -1.53996e+08 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 8882 members 
Mstep: Class 3 contains 37866 members 
Mstep: Class 4 contains 17431 members 
Mstep: Class 5 contains 33300 members 
Mstep: Class 6 contains 70514 members 
Mstep: Class 7 contains 37741 members 
Mstep: Class 8 contains 62288 members 
Mstep: Class 9 contains 124653 members 
Mstep: Class 10 contains 17541 members 
Mstep: Class 11 contains 116592 members 
Mstep: Class 12 contains 2694 members 
Mstep: Class 13 contains 116352 members 
Mstep: Class 14 contains 69734 members 
Mstep: Class 15 contains 184445 members 
Mstep: Class 16 contains 120274 members 
Mstep: Class 17 contains 137765 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 20 contains 10686 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 15947 members 
Mstep: Class 23 contains 4255 members 
Mstep: Class 24 contains 12947 members 
Mstep: Class 25 contains 11400 members 
Mstep: Class 26 contains 30864 members 
Mstep: Class 27 contains 7108 members 
Mstep: Class 28 contains 30150 members 
Mstep: Class 29 contains 114306 members 
Mstep: Class 30 contains 17711 members 
Mstep: Class 31 contains 10206 members 
Mstep: Class 32 contains 11612 members 
Entering Unmasked Estep 
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Iteration 59Q: 33 clusters Score -1.539955e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 8877 members 
Mstep: Class 3 contains 37689 members 
Mstep: Class 4 contains 17274 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 70621 members 
Mstep: Class 7 contains 37761 members 
Mstep: Class 8 contains 61337 members 
Mstep: Class 9 contains 124821 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 116429 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 116174 members 
Mstep: Class 14 contains 69668 members 
Mstep: Class 15 contains 184859 members 
Mstep: Class 16 contains 120288 members 
Mstep: Class 17 contains 137155 members 
Mstep: Class 18 contains 8322 members 
Mstep: Class 19 contains 4479 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 16160 members 
Mstep: Class 23 contains 4297 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 11407 members 
Mstep: Class 26 contains 30723 members 
Mstep: Class 27 contains 7110 members 
Mstep: Class 28 contains 30238 members 
Mstep: Class 29 contains 114362 members 
Mstep: Class 30 contains 17740 members 
Mstep: Class 31 contains 10198 members 
Mstep: Class 32 contains 11587 members 
Entering Unmasked Estep 
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Iteration 60F: 33 clusters Score -1.539959e+08 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 8867 members 
Mstep: Class 3 contains 37501 members 
Mstep: Class 4 contains 17135 members 
Mstep: Class 5 contains 33176 members 
Mstep: Class 6 contains 70727 members 
Mstep: Class 7 contains 37785 members 
Mstep: Class 8 contains 60453 members 
Mstep: Class 9 contains 124981 members 
Mstep: Class 10 contains 17561 members 
Mstep: Class 11 contains 116287 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 116098 members 
Mstep: Class 14 contains 69619 members 
Mstep: Class 15 contains 185152 members 
Mstep: Class 16 contains 120300 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 8423 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 10664 members 
Mstep: Class 21 contains 8371 members 
Mstep: Class 22 contains 16346 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 14034 members 
Mstep: Class 25 contains 11410 members 
Mstep: Class 26 contains 30597 members 
Mstep: Class 27 contains 7111 members 
Mstep: Class 28 contains 30332 members 
Mstep: Class 29 contains 114415 members 
Mstep: Class 30 contains 17763 members 
Mstep: Class 31 contains 10204 members 
Mstep: Class 32 contains 11537 members 
Entering Unmasked Estep 
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Iteration 61Q: 33 clusters Score -1.539958e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 8857 members 
Mstep: Class 3 contains 37276 members 
Mstep: Class 4 contains 17010 members 
Mstep: Class 5 contains 33129 members 
Mstep: Class 6 contains 70802 members 
Mstep: Class 7 contains 37813 members 
Mstep: Class 8 contains 59648 members 
Mstep: Class 9 contains 125133 members 
Mstep: Class 10 contains 17576 members 
Mstep: Class 11 contains 116172 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 116065 members 
Mstep: Class 14 contains 69562 members 
Mstep: Class 15 contains 185375 members 
Mstep: Class 16 contains 120309 members 
Mstep: Class 17 contains 135772 members 
Mstep: Class 18 contains 8537 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 10663 members 
Mstep: Class 21 contains 8386 members 
Mstep: Class 22 contains 16547 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 14522 members 
Mstep: Class 25 contains 11418 members 
Mstep: Class 26 contains 30490 members 
Mstep: Class 27 contains 7113 members 
Mstep: Class 28 contains 30405 members 
Mstep: Class 29 contains 114476 members 
Mstep: Class 30 contains 17771 members 
Mstep: Class 31 contains 10197 members 
Mstep: Class 32 contains 11504 members 
Entering Unmasked Estep 
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Iteration 62Q: 33 clusters Score -1.539964e+08 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 8857 members 
Mstep: Class 3 contains 37053 members 
Mstep: Class 4 contains 16907 members 
Mstep: Class 5 contains 33096 members 
Mstep: Class 6 contains 70892 members 
Mstep: Class 7 contains 37827 members 
Mstep: Class 8 contains 58836 members 
Mstep: Class 9 contains 125263 members 
Mstep: Class 10 contains 17600 members 
Mstep: Class 11 contains 116082 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 116115 members 
Mstep: Class 14 contains 69496 members 
Mstep: Class 15 contains 185544 members 
Mstep: Class 16 contains 120293 members 
Mstep: Class 17 contains 135004 members 
Mstep: Class 18 contains 8645 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 8412 members 
Mstep: Class 22 contains 16718 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 15016 members 
Mstep: Class 25 contains 11427 members 
Mstep: Class 26 contains 30372 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30467 members 
Mstep: Class 29 contains 114511 members 
Mstep: Class 30 contains 17777 members 
Mstep: Class 31 contains 10204 members 
Mstep: Class 32 contains 11480 members 
Entering Unmasked Estep 
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Iteration 63Q: 33 clusters Score -1.539957e+08 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 8858 members 
Mstep: Class 3 contains 36824 members 
Mstep: Class 4 contains 16785 members 
Mstep: Class 5 contains 33057 members 
Mstep: Class 6 contains 70972 members 
Mstep: Class 7 contains 37860 members 
Mstep: Class 8 contains 58123 members 
Mstep: Class 9 contains 125470 members 
Mstep: Class 10 contains 17610 members 
Mstep: Class 11 contains 115977 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 116186 members 
Mstep: Class 14 contains 69401 members 
Mstep: Class 15 contains 185589 members 
Mstep: Class 16 contains 120298 members 
Mstep: Class 17 contains 134125 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 21 contains 8460 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 4411 members 
Mstep: Class 24 contains 15464 members 
Mstep: Class 25 contains 11439 members 
Mstep: Class 26 contains 30260 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30502 members 
Mstep: Class 29 contains 114576 members 
Mstep: Class 30 contains 17781 members 
Mstep: Class 31 contains 10224 members 
Mstep: Class 32 contains 11459 members 
Entering Unmasked Estep 
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Iteration 64Q: 33 clusters Score -1.539962e+08 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 36579 members 
Mstep: Class 4 contains 16694 members 
Mstep: Class 5 contains 33025 members 
Mstep: Class 6 contains 71033 members 
Mstep: Class 7 contains 37871 members 
Mstep: Class 8 contains 57472 members 
Mstep: Class 9 contains 125675 members 
Mstep: Class 10 contains 17632 members 
Mstep: Class 11 contains 115884 members 
Mstep: Class 12 contains 2833 members 
Mstep: Class 13 contains 116235 members 
Mstep: Class 14 contains 69319 members 
Mstep: Class 15 contains 185595 members 
Mstep: Class 16 contains 120315 members 
Mstep: Class 17 contains 133195 members 
Mstep: Class 18 contains 8841 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 20 contains 10630 members 
Mstep: Class 21 contains 8561 members 
Mstep: Class 22 contains 17037 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 15916 members 
Mstep: Class 25 contains 11452 members 
Mstep: Class 26 contains 30138 members 
Mstep: Class 27 contains 7121 members 
Mstep: Class 28 contains 30532 members 
Mstep: Class 29 contains 114623 members 
Mstep: Class 30 contains 17791 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 11460 members 
Entering Unmasked Estep 
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Iteration 65Q: 33 clusters Score -1.539967e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 8870 members 
Mstep: Class 3 contains 36338 members 
Mstep: Class 4 contains 16622 members 
Mstep: Class 5 contains 32989 members 
Mstep: Class 6 contains 71105 members 
Mstep: Class 7 contains 37865 members 
Mstep: Class 8 contains 56841 members 
Mstep: Class 9 contains 125899 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 115835 members 
Mstep: Class 12 contains 2855 members 
Mstep: Class 13 contains 116327 members 
Mstep: Class 14 contains 69244 members 
Mstep: Class 15 contains 185552 members 
Mstep: Class 16 contains 120322 members 
Mstep: Class 17 contains 132144 members 
Mstep: Class 18 contains 8929 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 17174 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 16359 members 
Mstep: Class 25 contains 11461 members 
Mstep: Class 26 contains 30005 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30552 members 
Mstep: Class 29 contains 114649 members 
Mstep: Class 30 contains 17801 members 
Mstep: Class 31 contains 10247 members 
Mstep: Class 32 contains 11465 members 
Entering Unmasked Estep 
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Iteration 66Q: 33 clusters Score -1.539973e+08 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 8882 members 
Mstep: Class 3 contains 36113 members 
Mstep: Class 4 contains 16569 members 
Mstep: Class 5 contains 32966 members 
Mstep: Class 6 contains 71152 members 
Mstep: Class 7 contains 37865 members 
Mstep: Class 8 contains 56250 members 
Mstep: Class 9 contains 126153 members 
Mstep: Class 10 contains 17680 members 
Mstep: Class 11 contains 115776 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 116441 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 185469 members 
Mstep: Class 16 contains 120336 members 
Mstep: Class 17 contains 131004 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 4479 members 
Mstep: Class 20 contains 10576 members 
Mstep: Class 21 contains 8765 members 
Mstep: Class 22 contains 17293 members 
Mstep: Class 23 contains 4505 members 
Mstep: Class 24 contains 16781 members 
Mstep: Class 25 contains 11470 members 
Mstep: Class 26 contains 29893 members 
Mstep: Class 27 contains 7126 members 
Mstep: Class 28 contains 30578 members 
Mstep: Class 29 contains 114663 members 
Mstep: Class 30 contains 17811 members 
Mstep: Class 31 contains 10261 members 
Mstep: Class 32 contains 11465 members 
Entering Unmasked Estep 
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Iteration 67Q: 33 clusters Score -1.539976e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 8907 members 
Mstep: Class 3 contains 35911 members 
Mstep: Class 4 contains 16498 members 
Mstep: Class 5 contains 32941 members 
Mstep: Class 6 contains 71174 members 
Mstep: Class 7 contains 37852 members 
Mstep: Class 8 contains 55691 members 
Mstep: Class 9 contains 126355 members 
Mstep: Class 10 contains 17713 members 
Mstep: Class 11 contains 115712 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 116564 members 
Mstep: Class 14 contains 69072 members 
Mstep: Class 15 contains 185390 members 
Mstep: Class 16 contains 120345 members 
Mstep: Class 17 contains 129835 members 
Mstep: Class 18 contains 9111 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 10547 members 
Mstep: Class 21 contains 8870 members 
Mstep: Class 22 contains 17428 members 
Mstep: Class 23 contains 4515 members 
Mstep: Class 24 contains 17165 members 
Mstep: Class 25 contains 11478 members 
Mstep: Class 26 contains 29788 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30603 members 
Mstep: Class 29 contains 114651 members 
Mstep: Class 30 contains 17823 members 
Mstep: Class 31 contains 10283 members 
Mstep: Class 32 contains 11472 members 
Entering Unmasked Estep 
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Iteration 68Q: 33 clusters Score -1.539978e+08 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 35710 members 
Mstep: Class 4 contains 16434 members 
Mstep: Class 5 contains 32918 members 
Mstep: Class 6 contains 71190 members 
Mstep: Class 7 contains 37826 members 
Mstep: Class 8 contains 55161 members 
Mstep: Class 9 contains 126580 members 
Mstep: Class 10 contains 17732 members 
Mstep: Class 11 contains 115644 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 116728 members 
Mstep: Class 14 contains 69013 members 
Mstep: Class 15 contains 185224 members 
Mstep: Class 16 contains 120332 members 
Mstep: Class 17 contains 128599 members 
Mstep: Class 18 contains 9186 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 20 contains 10524 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 17537 members 
Mstep: Class 23 contains 4528 members 
Mstep: Class 24 contains 17539 members 
Mstep: Class 25 contains 11482 members 
Mstep: Class 26 contains 29702 members 
Mstep: Class 27 contains 7128 members 
Mstep: Class 28 contains 30636 members 
Mstep: Class 29 contains 114635 members 
Mstep: Class 30 contains 17826 members 
Mstep: Class 31 contains 10305 members 
Mstep: Class 32 contains 11460 members 
Entering Unmasked Estep 
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Iteration 69Q: 33 clusters Score -1.539988e+08 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 8923 members 
Mstep: Class 3 contains 35518 members 
Mstep: Class 4 contains 16390 members 
Mstep: Class 5 contains 32898 members 
Mstep: Class 6 contains 71184 members 
Mstep: Class 7 contains 37827 members 
Mstep: Class 8 contains 54600 members 
Mstep: Class 9 contains 126783 members 
Mstep: Class 10 contains 17764 members 
Mstep: Class 11 contains 115584 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 116912 members 
Mstep: Class 14 contains 68936 members 
Mstep: Class 15 contains 185046 members 
Mstep: Class 16 contains 120323 members 
Mstep: Class 17 contains 127250 members 
Mstep: Class 18 contains 9254 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 10500 members 
Mstep: Class 21 contains 9122 members 
Mstep: Class 22 contains 17668 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 17916 members 
Mstep: Class 25 contains 11487 members 
Mstep: Class 26 contains 29582 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 30663 members 
Mstep: Class 29 contains 114638 members 
Mstep: Class 30 contains 17826 members 
Mstep: Class 31 contains 10342 members 
Mstep: Class 32 contains 11456 members 
Entering Unmasked Estep 
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Iteration 70Q: 33 clusters Score -1.539998e+08 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 8938 members 
Mstep: Class 3 contains 35340 members 
Mstep: Class 4 contains 16341 members 
Mstep: Class 5 contains 32882 members 
Mstep: Class 6 contains 71186 members 
Mstep: Class 7 contains 37847 members 
Mstep: Class 8 contains 54109 members 
Mstep: Class 9 contains 126962 members 
Mstep: Class 10 contains 17772 members 
Mstep: Class 11 contains 115537 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 117089 members 
Mstep: Class 14 contains 68844 members 
Mstep: Class 15 contains 184868 members 
Mstep: Class 16 contains 120325 members 
Mstep: Class 17 contains 125816 members 
Mstep: Class 18 contains 9330 members 
Mstep: Class 19 contains 4460 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 9223 members 
Mstep: Class 22 contains 17791 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 18262 members 
Mstep: Class 25 contains 11494 members 
Mstep: Class 26 contains 29455 members 
Mstep: Class 27 contains 7128 members 
Mstep: Class 28 contains 30701 members 
Mstep: Class 29 contains 114639 members 
Mstep: Class 30 contains 17819 members 
Mstep: Class 31 contains 10374 members 
Mstep: Class 32 contains 11463 members 
Entering Unmasked Estep 
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Iteration 71Q: 33 clusters Score -1.539995e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 8967 members 
Mstep: Class 3 contains 35217 members 
Mstep: Class 4 contains 16275 members 
Mstep: Class 5 contains 32854 members 
Mstep: Class 6 contains 71207 members 
Mstep: Class 7 contains 37889 members 
Mstep: Class 8 contains 53602 members 
Mstep: Class 9 contains 127123 members 
Mstep: Class 10 contains 17784 members 
Mstep: Class 11 contains 115499 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 117257 members 
Mstep: Class 14 contains 68766 members 
Mstep: Class 15 contains 184668 members 
Mstep: Class 16 contains 120327 members 
Mstep: Class 17 contains 124269 members 
Mstep: Class 18 contains 9400 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 10419 members 
Mstep: Class 21 contains 9298 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 18620 members 
Mstep: Class 25 contains 11498 members 
Mstep: Class 26 contains 29332 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30728 members 
Mstep: Class 29 contains 114615 members 
Mstep: Class 30 contains 17821 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 11468 members 
Entering Unmasked Estep 
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Iteration 72Q: 33 clusters Score -1.539999e+08 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 94830 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 35089 members 
Mstep: Class 4 contains 16225 members 
Mstep: Class 5 contains 32845 members 
Mstep: Class 6 contains 71207 members 
Mstep: Class 7 contains 37944 members 
Mstep: Class 8 contains 53132 members 
Mstep: Class 9 contains 127237 members 
Mstep: Class 10 contains 17792 members 
Mstep: Class 11 contains 115432 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 117437 members 
Mstep: Class 14 contains 68712 members 
Mstep: Class 15 contains 184470 members 
Mstep: Class 16 contains 120319 members 
Mstep: Class 17 contains 122516 members 
Mstep: Class 18 contains 9480 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 10376 members 
Mstep: Class 21 contains 9357 members 
Mstep: Class 22 contains 18042 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 18943 members 
Mstep: Class 25 contains 11496 members 
Mstep: Class 26 contains 29232 members 
Mstep: Class 27 contains 7131 members 
Mstep: Class 28 contains 30746 members 
Mstep: Class 29 contains 114580 members 
Mstep: Class 30 contains 17822 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 11481 members 
Entering Unmasked Estep 
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Iteration 73Q: 33 clusters Score -1.540005e+08 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 9027 members 
Mstep: Class 3 contains 34979 members 
Mstep: Class 4 contains 16172 members 
Mstep: Class 5 contains 32849 members 
Mstep: Class 6 contains 71208 members 
Mstep: Class 7 contains 38010 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 127289 members 
Mstep: Class 10 contains 17816 members 
Mstep: Class 11 contains 115360 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 117619 members 
Mstep: Class 14 contains 68653 members 
Mstep: Class 15 contains 184255 members 
Mstep: Class 16 contains 120325 members 
Mstep: Class 17 contains 120700 members 
Mstep: Class 18 contains 9572 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 10353 members 
Mstep: Class 21 contains 9416 members 
Mstep: Class 22 contains 18158 members 
Mstep: Class 23 contains 4610 members 
Mstep: Class 24 contains 19283 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 29117 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30756 members 
Mstep: Class 29 contains 114540 members 
Mstep: Class 30 contains 17838 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 11488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154000944.000000 Penalty: 74069.804688
Iteration 74Q: 33 clusters Score -1.540009e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 9048 members 
Mstep: Class 3 contains 34887 members 
Mstep: Class 4 contains 16114 members 
Mstep: Class 5 contains 32850 members 
Mstep: Class 6 contains 71196 members 
Mstep: Class 7 contains 38060 members 
Mstep: Class 8 contains 52208 members 
Mstep: Class 9 contains 127393 members 
Mstep: Class 10 contains 17829 members 
Mstep: Class 11 contains 115294 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 117763 members 
Mstep: Class 14 contains 68586 members 
Mstep: Class 15 contains 184046 members 
Mstep: Class 16 contains 120335 members 
Mstep: Class 17 contains 118812 members 
Mstep: Class 18 contains 9646 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 10330 members 
Mstep: Class 21 contains 9462 members 
Mstep: Class 22 contains 18281 members 
Mstep: Class 23 contains 4618 members 
Mstep: Class 24 contains 19640 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28987 members 
Mstep: Class 27 contains 7129 members 
Mstep: Class 28 contains 30766 members 
Mstep: Class 29 contains 114521 members 
Mstep: Class 30 contains 17845 members 
Mstep: Class 31 contains 10416 members 
Mstep: Class 32 contains 11488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154001760.000000 Penalty: 74069.804688
Iteration 75Q: 33 clusters Score -1.540018e+08 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 34800 members 
Mstep: Class 4 contains 16062 members 
Mstep: Class 5 contains 32853 members 
Mstep: Class 6 contains 71192 members 
Mstep: Class 7 contains 38131 members 
Mstep: Class 8 contains 51791 members 
Mstep: Class 9 contains 127499 members 
Mstep: Class 10 contains 17833 members 
Mstep: Class 11 contains 115258 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 117913 members 
Mstep: Class 14 contains 68519 members 
Mstep: Class 15 contains 183781 members 
Mstep: Class 16 contains 120350 members 
Mstep: Class 17 contains 116816 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 10321 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 18381 members 
Mstep: Class 23 contains 4625 members 
Mstep: Class 24 contains 19950 members 
Mstep: Class 25 contains 11492 members 
Mstep: Class 26 contains 28864 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30772 members 
Mstep: Class 29 contains 114506 members 
Mstep: Class 30 contains 17857 members 
Mstep: Class 31 contains 10439 members 
Mstep: Class 32 contains 11487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154002320.000000 Penalty: 74069.804688
Iteration 76Q: 33 clusters Score -1.540023e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 9082 members 
Mstep: Class 3 contains 34681 members 
Mstep: Class 4 contains 16011 members 
Mstep: Class 5 contains 32847 members 
Mstep: Class 6 contains 71170 members 
Mstep: Class 7 contains 38176 members 
Mstep: Class 8 contains 51418 members 
Mstep: Class 9 contains 127635 members 
Mstep: Class 10 contains 17853 members 
Mstep: Class 11 contains 115204 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 118092 members 
Mstep: Class 14 contains 68459 members 
Mstep: Class 15 contains 183521 members 
Mstep: Class 16 contains 120350 members 
Mstep: Class 17 contains 114714 members 
Mstep: Class 18 contains 9786 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 20 contains 10302 members 
Mstep: Class 21 contains 9545 members 
Mstep: Class 22 contains 18487 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 20233 members 
Mstep: Class 25 contains 11489 members 
Mstep: Class 26 contains 28744 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 30774 members 
Mstep: Class 29 contains 114466 members 
Mstep: Class 30 contains 17865 members 
Mstep: Class 31 contains 10453 members 
Mstep: Class 32 contains 11493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154002816.000000 Penalty: 74069.804688
Iteration 77Q: 33 clusters Score -1.540028e+08 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 34562 members 
Mstep: Class 4 contains 15955 members 
Mstep: Class 5 contains 32854 members 
Mstep: Class 6 contains 71160 members 
Mstep: Class 7 contains 38201 members 
Mstep: Class 8 contains 51044 members 
Mstep: Class 9 contains 127772 members 
Mstep: Class 10 contains 17862 members 
Mstep: Class 11 contains 115158 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 118266 members 
Mstep: Class 14 contains 68407 members 
Mstep: Class 15 contains 183246 members 
Mstep: Class 16 contains 120324 members 
Mstep: Class 17 contains 112555 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 20 contains 10287 members 
Mstep: Class 21 contains 9590 members 
Mstep: Class 22 contains 18597 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 20501 members 
Mstep: Class 25 contains 11491 members 
Mstep: Class 26 contains 28636 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30776 members 
Mstep: Class 29 contains 114431 members 
Mstep: Class 30 contains 17880 members 
Mstep: Class 31 contains 10469 members 
Mstep: Class 32 contains 11496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154003216.000000 Penalty: 74069.804688
Iteration 78Q: 33 clusters Score -1.540032e+08 nChanged 5813
Entering ConstructFrom: 
Score: -154003216.000000 Penalty: 74069.804688
Entering ConstructFrom: 
Trying to split cluster 1 (108078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Entering Unmasked Estep 
Score: -11421198.000000 Penalty: 1883.473877
	Iteration 0F: 2 clusters Score -1.14212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -11349272.000000 Penalty: 3766.947754
	Iteration 0F: 3 clusters Score -1.134927e+07 nChanged 51737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -11378815.000000 Penalty: 3766.947754
	Iteration 1F: 3 clusters Score -1.137882e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -11379429.000000 Penalty: 3766.947754
	Iteration 2Q: 3 clusters Score -1.137943e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -11380135.000000 Penalty: 3766.947754
	Iteration 3Q: 3 clusters Score -1.138014e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -11380821.000000 Penalty: 3766.947754
	Iteration 4Q: 3 clusters Score -1.138082e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -11381590.000000 Penalty: 3766.947754
	Iteration 5Q: 3 clusters Score -1.138159e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -11382539.000000 Penalty: 3766.947754
	Iteration 6Q: 3 clusters Score -1.138254e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -11383988.000000 Penalty: 3766.947754
	Iteration 7Q: 3 clusters Score -1.138399e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -11386020.000000 Penalty: 3766.947754
	Iteration 8Q: 3 clusters Score -1.138602e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -11389366.000000 Penalty: 3766.947754
	Iteration 9F: 3 clusters Score -1.138937e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -11394610.000000 Penalty: 3766.947754
	Iteration 10F: 3 clusters Score -1.139461e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -11401685.000000 Penalty: 3766.947754
	Iteration 11F: 3 clusters Score -1.140168e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -11409813.000000 Penalty: 3766.947754
	Iteration 12F: 3 clusters Score -1.140981e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -11415443.000000 Penalty: 3766.947754
	Iteration 13F: 3 clusters Score -1.141544e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -11418121.000000 Penalty: 3766.947754
	Iteration 14Q: 3 clusters Score -1.141812e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11419024.000000 Penalty: 3766.947754
	Iteration 15Q: 3 clusters Score -1.141902e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11419327.000000 Penalty: 3766.947754
	Iteration 16Q: 3 clusters Score -1.141933e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11419399.000000 Penalty: 3766.947754
	Iteration 17Q: 3 clusters Score -1.14194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11419456.000000 Penalty: 3766.947754
	Iteration 18Q: 3 clusters Score -1.141946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11419498.000000 Penalty: 3766.947754
	Iteration 19Q: 3 clusters Score -1.14195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11419522.000000 Penalty: 3766.947754
	Iteration 20F: 3 clusters Score -1.141952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11419534.000000 Penalty: 3766.947754
	Iteration 21Q: 3 clusters Score -1.141953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11419542.000000 Penalty: 3766.947754
	Iteration 22Q: 3 clusters Score -1.141954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11419555.000000 Penalty: 3766.947754
	Iteration 23Q: 3 clusters Score -1.141956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11419564.000000 Penalty: 3766.947754
	Iteration 24Q: 3 clusters Score -1.141956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11419563.000000 Penalty: 3766.947754
	Iteration 25Q: 3 clusters Score -1.141956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11419563.000000 Penalty: 3766.947754
	Iteration 26F: 3 clusters Score -1.141956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -859545.625000 Penalty: 1481.996460
	Iteration 0F: 2 clusters Score -859545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -853052.187500 Penalty: 2963.992920
	Iteration 0F: 3 clusters Score -853052.2 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -855872.187500 Penalty: 2963.992920
	Iteration 1F: 3 clusters Score -855872.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -857451.500000 Penalty: 2963.992920
	Iteration 2F: 3 clusters Score -857451.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -859421.062500 Penalty: 2963.992920
	Iteration 3F: 3 clusters Score -859421.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -860397.187500 Penalty: 2963.992920
	Iteration 4F: 3 clusters Score -860397.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -860815.500000 Penalty: 2963.992920
	Iteration 5F: 3 clusters Score -860815.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -861071.187500 Penalty: 2963.992920
	Iteration 6Q: 3 clusters Score -861071.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -861290.437500 Penalty: 2963.992920
	Iteration 7Q: 3 clusters Score -861290.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -861429.937500 Penalty: 2963.992920
	Iteration 8Q: 3 clusters Score -861429.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -861521.000000 Penalty: 2963.992920
	Iteration 9Q: 3 clusters Score -861521 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -861595.375000 Penalty: 2963.992920
	Iteration 10Q: 3 clusters Score -861595.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -861650.375000 Penalty: 2963.992920
	Iteration 11Q: 3 clusters Score -861650.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -861690.687500 Penalty: 2963.992920
	Iteration 12Q: 3 clusters Score -861690.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -861718.437500 Penalty: 2963.992920
	Iteration 13Q: 3 clusters Score -861718.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -861741.875000 Penalty: 2963.992920
	Iteration 14Q: 3 clusters Score -861741.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -861767.000000 Penalty: 2963.992920
	Iteration 15Q: 3 clusters Score -861767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -861789.812500 Penalty: 2963.992920
	Iteration 16Q: 3 clusters Score -861789.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -861808.687500 Penalty: 2963.992920
	Iteration 17Q: 3 clusters Score -861808.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -861834.250000 Penalty: 2963.992920
	Iteration 18Q: 3 clusters Score -861834.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -861857.125000 Penalty: 2963.992920
	Iteration 19Q: 3 clusters Score -861857.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -861871.562500 Penalty: 2963.992920
	Iteration 20F: 3 clusters Score -861871.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -861883.875000 Penalty: 2963.992920
	Iteration 21Q: 3 clusters Score -861883.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -861892.125000 Penalty: 2963.992920
	Iteration 22Q: 3 clusters Score -861892.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -861900.937500 Penalty: 2963.992920
	Iteration 23Q: 3 clusters Score -861900.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -861909.625000 Penalty: 2963.992920
	Iteration 24Q: 3 clusters Score -861909.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -861917.687500 Penalty: 2963.992920
	Iteration 25Q: 3 clusters Score -861917.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -861925.875000 Penalty: 2963.992920
	Iteration 26Q: 3 clusters Score -861925.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -861936.000000 Penalty: 2963.992920
	Iteration 27Q: 3 clusters Score -861936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -861941.312500 Penalty: 2963.992920
	Iteration 28Q: 3 clusters Score -861941.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -861946.250000 Penalty: 2963.992920
	Iteration 29Q: 3 clusters Score -861946.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -861953.687500 Penalty: 2963.992920
	Iteration 30Q: 3 clusters Score -861953.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -861963.937500 Penalty: 2963.992920
	Iteration 31Q: 3 clusters Score -861963.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -861975.937500 Penalty: 2963.992920
	Iteration 32Q: 3 clusters Score -861975.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -861990.250000 Penalty: 2963.992920
	Iteration 33Q: 3 clusters Score -861990.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -862014.187500 Penalty: 2963.992920
	Iteration 34Q: 3 clusters Score -862014.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -862068.500000 Penalty: 2963.992920
	Iteration 35Q: 3 clusters Score -862068.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -862201.687500 Penalty: 2963.992920
	Iteration 36Q: 3 clusters Score -862201.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -862342.750000 Penalty: 2963.992920
	Iteration 37Q: 3 clusters Score -862342.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -862406.312500 Penalty: 2963.992920
	Iteration 38Q: 3 clusters Score -862406.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -862430.875000 Penalty: 2963.992920
	Iteration 39Q: 3 clusters Score -862430.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -862442.812500 Penalty: 2963.992920
	Iteration 40F: 3 clusters Score -862442.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -862451.312500 Penalty: 2963.992920
	Iteration 41Q: 3 clusters Score -862451.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -862456.125000 Penalty: 2963.992920
	Iteration 42Q: 3 clusters Score -862456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -862458.437500 Penalty: 2963.992920
	Iteration 43Q: 3 clusters Score -862458.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -862460.187500 Penalty: 2963.992920
	Iteration 44Q: 3 clusters Score -862460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -862461.062500 Penalty: 2963.992920
	Iteration 45Q: 3 clusters Score -862461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -862462.625000 Penalty: 2963.992920
	Iteration 46Q: 3 clusters Score -862462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -862464.875000 Penalty: 2963.992920
	Iteration 47Q: 3 clusters Score -862464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -862463.062500 Penalty: 2963.992920
	Iteration 48Q: 3 clusters Score -862463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -862462.500000 Penalty: 2963.992920
	Iteration 49Q: 3 clusters Score -862462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -862462.500000 Penalty: 2963.992920
	Iteration 50F: 3 clusters Score -862462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 50674 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 115106 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 120313 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Entering Unmasked Estep 
Score: -154003360.000000 Penalty: 76384.484375
Splitting cluster 2 changes total score from -154003216.000000 to -154003360.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 3 (34472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Entering Unmasked Estep 
Score: -3528153.250000 Penalty: 1697.784180
	Iteration 0F: 2 clusters Score -3528153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3504989.750000 Penalty: 3395.568359
	Iteration 0F: 3 clusters Score -3504990 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3513863.000000 Penalty: 3395.568359
	Iteration 1F: 3 clusters Score -3513863 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3514422.250000 Penalty: 3395.568359
	Iteration 2Q: 3 clusters Score -3514422 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3515121.750000 Penalty: 3395.568359
	Iteration 3Q: 3 clusters Score -3515122 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3516253.750000 Penalty: 3395.568359
	Iteration 4F: 3 clusters Score -3516254 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3517986.000000 Penalty: 3395.568359
	Iteration 5F: 3 clusters Score -3517986 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3520150.000000 Penalty: 3395.568359
	Iteration 6F: 3 clusters Score -3520150 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3522129.750000 Penalty: 3395.568359
	Iteration 7F: 3 clusters Score -3522130 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3523812.000000 Penalty: 3395.568359
	Iteration 8F: 3 clusters Score -3523812 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3525062.000000 Penalty: 3395.568359
	Iteration 9F: 3 clusters Score -3525062 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3525978.750000 Penalty: 3395.568359
	Iteration 10Q: 3 clusters Score -3525979 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3526588.250000 Penalty: 3395.568359
	Iteration 11Q: 3 clusters Score -3526588 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3526945.500000 Penalty: 3395.568359
	Iteration 12Q: 3 clusters Score -3526946 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3527151.750000 Penalty: 3395.568359
	Iteration 13Q: 3 clusters Score -3527152 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3527287.000000 Penalty: 3395.568359
	Iteration 14Q: 3 clusters Score -3527287 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3527441.750000 Penalty: 3395.568359
	Iteration 15Q: 3 clusters Score -3527442 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3527523.000000 Penalty: 3395.568359
	Iteration 16Q: 3 clusters Score -3527523 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3527602.500000 Penalty: 3395.568359
	Iteration 17Q: 3 clusters Score -3527602 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3527649.250000 Penalty: 3395.568359
	Iteration 18Q: 3 clusters Score -3527649 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3527697.500000 Penalty: 3395.568359
	Iteration 19Q: 3 clusters Score -3527698 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3527734.500000 Penalty: 3395.568359
	Iteration 20F: 3 clusters Score -3527734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3527765.250000 Penalty: 3395.568359
	Iteration 21Q: 3 clusters Score -3527765 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3527805.750000 Penalty: 3395.568359
	Iteration 22Q: 3 clusters Score -3527806 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3527825.750000 Penalty: 3395.568359
	Iteration 23Q: 3 clusters Score -3527826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3527854.500000 Penalty: 3395.568359
	Iteration 24Q: 3 clusters Score -3527854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3527877.000000 Penalty: 3395.568359
	Iteration 25Q: 3 clusters Score -3527877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3527894.000000 Penalty: 3395.568359
	Iteration 26Q: 3 clusters Score -3527894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3527911.250000 Penalty: 3395.568359
	Iteration 27Q: 3 clusters Score -3527911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3527925.750000 Penalty: 3395.568359
	Iteration 28Q: 3 clusters Score -3527926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3527938.500000 Penalty: 3395.568359
	Iteration 29Q: 3 clusters Score -3527938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3527953.000000 Penalty: 3395.568359
	Iteration 30Q: 3 clusters Score -3527953 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3527969.250000 Penalty: 3395.568359
	Iteration 31Q: 3 clusters Score -3527969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3527969.500000 Penalty: 3395.568359
	Iteration 32Q: 3 clusters Score -3527970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3527981.000000 Penalty: 3395.568359
	Iteration 33Q: 3 clusters Score -3527981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3527986.750000 Penalty: 3395.568359
	Iteration 34Q: 3 clusters Score -3527987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3527994.500000 Penalty: 3395.568359
	Iteration 35Q: 3 clusters Score -3527994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3527998.250000 Penalty: 3395.568359
	Iteration 36Q: 3 clusters Score -3527998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3528004.750000 Penalty: 3395.568359
	Iteration 37Q: 3 clusters Score -3528005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3528006.750000 Penalty: 3395.568359
	Iteration 38Q: 3 clusters Score -3528007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3528000.250000 Penalty: 3395.568359
	Iteration 39Q: 3 clusters Score -3528000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3528006.750000 Penalty: 3395.568359
	Iteration 40F: 3 clusters Score -3528007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3528007.500000 Penalty: 3395.568359
	Iteration 41Q: 3 clusters Score -3528008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3528015.500000 Penalty: 3395.568359
	Iteration 42Q: 3 clusters Score -3528016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3528016.000000 Penalty: 3395.568359
	Iteration 43Q: 3 clusters Score -3528016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3528015.500000 Penalty: 3395.568359
	Iteration 44Q: 3 clusters Score -3528016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3528018.000000 Penalty: 3395.568359
	Iteration 45Q: 3 clusters Score -3528018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3528013.750000 Penalty: 3395.568359
	Iteration 46Q: 3 clusters Score -3528014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3528013.250000 Penalty: 3395.568359
	Iteration 47Q: 3 clusters Score -3528013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3528012.250000 Penalty: 3395.568359
	Iteration 48Q: 3 clusters Score -3528012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3528008.500000 Penalty: 3395.568359
	Iteration 49Q: 3 clusters Score -3528008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3528011.250000 Penalty: 3395.568359
	Iteration 50Q: 3 clusters Score -3528011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3528016.500000 Penalty: 3395.568359
	Iteration 51Q: 3 clusters Score -3528016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3528015.500000 Penalty: 3395.568359
	Iteration 52Q: 3 clusters Score -3528016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3528021.500000 Penalty: 3395.568359
	Iteration 53Q: 3 clusters Score -3528022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3528025.250000 Penalty: 3395.568359
	Iteration 54Q: 3 clusters Score -3528025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3528024.500000 Penalty: 3395.568359
	Iteration 55Q: 3 clusters Score -3528024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3528026.000000 Penalty: 3395.568359
	Iteration 56Q: 3 clusters Score -3528026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3528032.750000 Penalty: 3395.568359
	Iteration 57Q: 3 clusters Score -3528033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3528031.000000 Penalty: 3395.568359
	Iteration 58Q: 3 clusters Score -3528031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3528031.000000 Penalty: 3395.568359
	Iteration 59Q: 3 clusters Score -3528031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3528030.000000 Penalty: 3395.568359
	Iteration 60F: 3 clusters Score -3528030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3528029.500000 Penalty: 3395.568359
	Iteration 61Q: 3 clusters Score -3528030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3528036.000000 Penalty: 3395.568359
	Iteration 62Q: 3 clusters Score -3528036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3528038.750000 Penalty: 3395.568359
	Iteration 63Q: 3 clusters Score -3528039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3528034.750000 Penalty: 3395.568359
	Iteration 64Q: 3 clusters Score -3528035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3528039.000000 Penalty: 3395.568359
	Iteration 65Q: 3 clusters Score -3528039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3528035.500000 Penalty: 3395.568359
	Iteration 66Q: 3 clusters Score -3528036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3528033.750000 Penalty: 3395.568359
	Iteration 67Q: 3 clusters Score -3528034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3528032.000000 Penalty: 3395.568359
	Iteration 68Q: 3 clusters Score -3528032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3528027.750000 Penalty: 3395.568359
	Iteration 69Q: 3 clusters Score -3528028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3528034.250000 Penalty: 3395.568359
	Iteration 70Q: 3 clusters Score -3528034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3528037.750000 Penalty: 3395.568359
	Iteration 71Q: 3 clusters Score -3528038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3528033.000000 Penalty: 3395.568359
	Iteration 72Q: 3 clusters Score -3528033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3528034.250000 Penalty: 3395.568359
	Iteration 73Q: 3 clusters Score -3528034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3528031.750000 Penalty: 3395.568359
	Iteration 74Q: 3 clusters Score -3528032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3528035.000000 Penalty: 3395.568359
	Iteration 75Q: 3 clusters Score -3528035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3528033.250000 Penalty: 3395.568359
	Iteration 76Q: 3 clusters Score -3528033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3528031.750000 Penalty: 3395.568359
	Iteration 77Q: 3 clusters Score -3528032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3528030.000000 Penalty: 3395.568359
	Iteration 78Q: 3 clusters Score -3528030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3528036.000000 Penalty: 3395.568359
	Iteration 79Q: 3 clusters Score -3528036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3528041.000000 Penalty: 3395.568359
	Iteration 80F: 3 clusters Score -3528041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3528043.000000 Penalty: 3395.568359
	Iteration 81Q: 3 clusters Score -3528043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3528043.750000 Penalty: 3395.568359
	Iteration 82Q: 3 clusters Score -3528044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3528044.500000 Penalty: 3395.568359
	Iteration 83Q: 3 clusters Score -3528044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3528045.250000 Penalty: 3395.568359
	Iteration 84Q: 3 clusters Score -3528045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3528048.000000 Penalty: 3395.568359
	Iteration 85Q: 3 clusters Score -3528048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3528049.750000 Penalty: 3395.568359
	Iteration 86Q: 3 clusters Score -3528050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3528046.750000 Penalty: 3395.568359
	Iteration 87Q: 3 clusters Score -3528047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3528048.750000 Penalty: 3395.568359
	Iteration 88Q: 3 clusters Score -3528049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3528056.000000 Penalty: 3395.568359
	Iteration 89Q: 3 clusters Score -3528056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3528055.000000 Penalty: 3395.568359
	Iteration 90Q: 3 clusters Score -3528055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3528049.500000 Penalty: 3395.568359
	Iteration 91Q: 3 clusters Score -3528050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3528053.750000 Penalty: 3395.568359
	Iteration 92Q: 3 clusters Score -3528054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3528048.250000 Penalty: 3395.568359
	Iteration 93Q: 3 clusters Score -3528048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3528052.000000 Penalty: 3395.568359
	Iteration 94Q: 3 clusters Score -3528052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3528052.250000 Penalty: 3395.568359
	Iteration 95Q: 3 clusters Score -3528052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3528049.000000 Penalty: 3395.568359
	Iteration 96Q: 3 clusters Score -3528049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3528051.000000 Penalty: 3395.568359
	Iteration 97Q: 3 clusters Score -3528051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3528061.750000 Penalty: 3395.568359
	Iteration 98Q: 3 clusters Score -3528062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3528060.250000 Penalty: 3395.568359
	Iteration 99Q: 3 clusters Score -3528060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3528062.750000 Penalty: 3395.568359
	Iteration 100F: 3 clusters Score -3528063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3528062.750000 Penalty: 3395.568359
	Iteration 101Q: 3 clusters Score -3528063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3528059.000000 Penalty: 3395.568359
	Iteration 102Q: 3 clusters Score -3528059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3528067.500000 Penalty: 3395.568359
	Iteration 103Q: 3 clusters Score -3528068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3528065.750000 Penalty: 3395.568359
	Iteration 104Q: 3 clusters Score -3528066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3528069.750000 Penalty: 3395.568359
	Iteration 105Q: 3 clusters Score -3528070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3528067.250000 Penalty: 3395.568359
	Iteration 106Q: 3 clusters Score -3528067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3528071.250000 Penalty: 3395.568359
	Iteration 107Q: 3 clusters Score -3528071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3528069.750000 Penalty: 3395.568359
	Iteration 108Q: 3 clusters Score -3528070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3528074.250000 Penalty: 3395.568359
	Iteration 109Q: 3 clusters Score -3528074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3528073.250000 Penalty: 3395.568359
	Iteration 110Q: 3 clusters Score -3528073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3528073.000000 Penalty: 3395.568359
	Iteration 111Q: 3 clusters Score -3528073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3528073.000000 Penalty: 3395.568359
	Iteration 112F: 3 clusters Score -3528073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Entering Unmasked Estep 
Score: -1584811.000000 Penalty: 1572.129150
	Iteration 0F: 2 clusters Score -1584811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1573879.125000 Penalty: 3144.258301
	Iteration 0F: 3 clusters Score -1573879 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1578453.750000 Penalty: 3144.258301
	Iteration 1F: 3 clusters Score -1578454 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1579785.125000 Penalty: 3144.258301
	Iteration 2F: 3 clusters Score -1579785 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1581071.875000 Penalty: 3144.258301
	Iteration 3F: 3 clusters Score -1581072 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1582148.625000 Penalty: 3144.258301
	Iteration 4F: 3 clusters Score -1582149 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1582883.000000 Penalty: 3144.258301
	Iteration 5F: 3 clusters Score -1582883 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1583256.375000 Penalty: 3144.258301
	Iteration 6Q: 3 clusters Score -1583256 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1583440.500000 Penalty: 3144.258301
	Iteration 7Q: 3 clusters Score -1583440 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1583529.250000 Penalty: 3144.258301
	Iteration 8Q: 3 clusters Score -1583529 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1583600.750000 Penalty: 3144.258301
	Iteration 9Q: 3 clusters Score -1583601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1583656.375000 Penalty: 3144.258301
	Iteration 10Q: 3 clusters Score -1583656 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1583703.125000 Penalty: 3144.258301
	Iteration 11Q: 3 clusters Score -1583703 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1583740.375000 Penalty: 3144.258301
	Iteration 12Q: 3 clusters Score -1583740 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1583760.250000 Penalty: 3144.258301
	Iteration 13Q: 3 clusters Score -1583760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1583780.750000 Penalty: 3144.258301
	Iteration 14Q: 3 clusters Score -1583781 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1583804.000000 Penalty: 3144.258301
	Iteration 15Q: 3 clusters Score -1583804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1583825.250000 Penalty: 3144.258301
	Iteration 16Q: 3 clusters Score -1583825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1583845.875000 Penalty: 3144.258301
	Iteration 17Q: 3 clusters Score -1583846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1583865.000000 Penalty: 3144.258301
	Iteration 18Q: 3 clusters Score -1583865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1583908.250000 Penalty: 3144.258301
	Iteration 19Q: 3 clusters Score -1583908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1583932.625000 Penalty: 3144.258301
	Iteration 20F: 3 clusters Score -1583933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1583955.250000 Penalty: 3144.258301
	Iteration 21Q: 3 clusters Score -1583955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1583971.625000 Penalty: 3144.258301
	Iteration 22Q: 3 clusters Score -1583972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1583984.000000 Penalty: 3144.258301
	Iteration 23Q: 3 clusters Score -1583984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1583994.250000 Penalty: 3144.258301
	Iteration 24Q: 3 clusters Score -1583994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1584012.375000 Penalty: 3144.258301
	Iteration 25Q: 3 clusters Score -1584012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1584023.250000 Penalty: 3144.258301
	Iteration 26Q: 3 clusters Score -1584023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1584038.750000 Penalty: 3144.258301
	Iteration 27Q: 3 clusters Score -1584039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1584059.875000 Penalty: 3144.258301
	Iteration 28Q: 3 clusters Score -1584060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1584075.750000 Penalty: 3144.258301
	Iteration 29Q: 3 clusters Score -1584076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1584084.000000 Penalty: 3144.258301
	Iteration 30Q: 3 clusters Score -1584084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1584091.875000 Penalty: 3144.258301
	Iteration 31Q: 3 clusters Score -1584092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1584097.875000 Penalty: 3144.258301
	Iteration 32Q: 3 clusters Score -1584098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1584115.750000 Penalty: 3144.258301
	Iteration 33Q: 3 clusters Score -1584116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1584127.000000 Penalty: 3144.258301
	Iteration 34Q: 3 clusters Score -1584127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1584144.125000 Penalty: 3144.258301
	Iteration 35Q: 3 clusters Score -1584144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1584168.000000 Penalty: 3144.258301
	Iteration 36Q: 3 clusters Score -1584168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1584172.250000 Penalty: 3144.258301
	Iteration 37Q: 3 clusters Score -1584172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1584187.125000 Penalty: 3144.258301
	Iteration 38Q: 3 clusters Score -1584187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1584200.375000 Penalty: 3144.258301
	Iteration 39Q: 3 clusters Score -1584200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1584219.875000 Penalty: 3144.258301
	Iteration 40F: 3 clusters Score -1584220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1584240.000000 Penalty: 3144.258301
	Iteration 41Q: 3 clusters Score -1584240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1584257.125000 Penalty: 3144.258301
	Iteration 42Q: 3 clusters Score -1584257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1584273.125000 Penalty: 3144.258301
	Iteration 43Q: 3 clusters Score -1584273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1584294.125000 Penalty: 3144.258301
	Iteration 44Q: 3 clusters Score -1584294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1584317.250000 Penalty: 3144.258301
	Iteration 45Q: 3 clusters Score -1584317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1584342.000000 Penalty: 3144.258301
	Iteration 46Q: 3 clusters Score -1584342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1584375.625000 Penalty: 3144.258301
	Iteration 47Q: 3 clusters Score -1584376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1584405.625000 Penalty: 3144.258301
	Iteration 48Q: 3 clusters Score -1584406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1584434.375000 Penalty: 3144.258301
	Iteration 49Q: 3 clusters Score -1584434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1584464.375000 Penalty: 3144.258301
	Iteration 50Q: 3 clusters Score -1584464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1584474.000000 Penalty: 3144.258301
	Iteration 51Q: 3 clusters Score -1584474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1584481.000000 Penalty: 3144.258301
	Iteration 52Q: 3 clusters Score -1584481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1584488.000000 Penalty: 3144.258301
	Iteration 53Q: 3 clusters Score -1584488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1584490.875000 Penalty: 3144.258301
	Iteration 54Q: 3 clusters Score -1584491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1584495.375000 Penalty: 3144.258301
	Iteration 55Q: 3 clusters Score -1584495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1584494.375000 Penalty: 3144.258301
	Iteration 56Q: 3 clusters Score -1584494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1584496.375000 Penalty: 3144.258301
	Iteration 57Q: 3 clusters Score -1584496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1584498.375000 Penalty: 3144.258301
	Iteration 58Q: 3 clusters Score -1584498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1584497.500000 Penalty: 3144.258301
	Iteration 59Q: 3 clusters Score -1584498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1584499.125000 Penalty: 3144.258301
	Iteration 60F: 3 clusters Score -1584499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1584499.375000 Penalty: 3144.258301
	Iteration 61Q: 3 clusters Score -1584499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1584499.500000 Penalty: 3144.258301
	Iteration 62Q: 3 clusters Score -1584500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1584499.500000 Penalty: 3144.258301
	Iteration 63F: 3 clusters Score -1584500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Entering Unmasked Estep 
Score: -3343222.250000 Penalty: 1689.977173
	Iteration 0F: 2 clusters Score -3343222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3321149.250000 Penalty: 3379.954346
	Iteration 0F: 3 clusters Score -3321149 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3329791.000000 Penalty: 3379.954346
	Iteration 1F: 3 clusters Score -3329791 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3330542.000000 Penalty: 3379.954346
	Iteration 2F: 3 clusters Score -3330542 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3331678.250000 Penalty: 3379.954346
	Iteration 3F: 3 clusters Score -3331678 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3333435.000000 Penalty: 3379.954346
	Iteration 4F: 3 clusters Score -3333435 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3335594.750000 Penalty: 3379.954346
	Iteration 5F: 3 clusters Score -3335595 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3337653.000000 Penalty: 3379.954346
	Iteration 6F: 3 clusters Score -3337653 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3339383.500000 Penalty: 3379.954346
	Iteration 7F: 3 clusters Score -3339384 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3340785.750000 Penalty: 3379.954346
	Iteration 8Q: 3 clusters Score -3340786 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3341749.500000 Penalty: 3379.954346
	Iteration 9Q: 3 clusters Score -3341750 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3342054.250000 Penalty: 3379.954346
	Iteration 10Q: 3 clusters Score -3342054 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3342176.250000 Penalty: 3379.954346
	Iteration 11Q: 3 clusters Score -3342176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3342242.750000 Penalty: 3379.954346
	Iteration 12Q: 3 clusters Score -3342243 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3342284.250000 Penalty: 3379.954346
	Iteration 13Q: 3 clusters Score -3342284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3342300.750000 Penalty: 3379.954346
	Iteration 14Q: 3 clusters Score -3342301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3342320.250000 Penalty: 3379.954346
	Iteration 15Q: 3 clusters Score -3342320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3342343.750000 Penalty: 3379.954346
	Iteration 16Q: 3 clusters Score -3342344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3342354.500000 Penalty: 3379.954346
	Iteration 17Q: 3 clusters Score -3342354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3342358.250000 Penalty: 3379.954346
	Iteration 18Q: 3 clusters Score -3342358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3342356.250000 Penalty: 3379.954346
	Iteration 19Q: 3 clusters Score -3342356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3342357.750000 Penalty: 3379.954346
	Iteration 20F: 3 clusters Score -3342358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3342368.250000 Penalty: 3379.954346
	Iteration 21Q: 3 clusters Score -3342368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3342367.750000 Penalty: 3379.954346
	Iteration 22Q: 3 clusters Score -3342368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3342375.000000 Penalty: 3379.954346
	Iteration 23Q: 3 clusters Score -3342375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3342374.500000 Penalty: 3379.954346
	Iteration 24Q: 3 clusters Score -3342374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3342376.000000 Penalty: 3379.954346
	Iteration 25Q: 3 clusters Score -3342376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3342374.500000 Penalty: 3379.954346
	Iteration 26Q: 3 clusters Score -3342374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3342380.250000 Penalty: 3379.954346
	Iteration 27Q: 3 clusters Score -3342380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3342381.000000 Penalty: 3379.954346
	Iteration 28Q: 3 clusters Score -3342381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3342388.750000 Penalty: 3379.954346
	Iteration 29Q: 3 clusters Score -3342389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3342392.750000 Penalty: 3379.954346
	Iteration 30Q: 3 clusters Score -3342393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3342393.250000 Penalty: 3379.954346
	Iteration 31Q: 3 clusters Score -3342393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3342391.000000 Penalty: 3379.954346
	Iteration 32Q: 3 clusters Score -3342391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3342392.750000 Penalty: 3379.954346
	Iteration 33Q: 3 clusters Score -3342393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3342391.500000 Penalty: 3379.954346
	Iteration 34Q: 3 clusters Score -3342392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3342391.500000 Penalty: 3379.954346
	Iteration 35Q: 3 clusters Score -3342392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3342390.750000 Penalty: 3379.954346
	Iteration 36Q: 3 clusters Score -3342391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3342391.250000 Penalty: 3379.954346
	Iteration 37Q: 3 clusters Score -3342391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3342391.250000 Penalty: 3379.954346
	Iteration 38F: 3 clusters Score -3342391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Entering Unmasked Estep 
Score: -7454163.500000 Penalty: 1815.552368
	Iteration 0F: 2 clusters Score -7454164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -7406588.000000 Penalty: 3631.104736
	Iteration 0F: 3 clusters Score -7406588 nChanged 33619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7426260.000000 Penalty: 3631.104736
	Iteration 1F: 3 clusters Score -7426260 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7427479.500000 Penalty: 3631.104736
	Iteration 2Q: 3 clusters Score -7427480 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -7429119.500000 Penalty: 3631.104736
	Iteration 3F: 3 clusters Score -7429120 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -7431576.000000 Penalty: 3631.104736
	Iteration 4F: 3 clusters Score -7431576 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -7434811.500000 Penalty: 3631.104736
	Iteration 5F: 3 clusters Score -7434812 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -7438832.000000 Penalty: 3631.104736
	Iteration 6F: 3 clusters Score -7438832 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -7443120.500000 Penalty: 3631.104736
	Iteration 7F: 3 clusters Score -7443120 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -7446816.500000 Penalty: 3631.104736
	Iteration 8F: 3 clusters Score -7446816 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -7449347.000000 Penalty: 3631.104736
	Iteration 9Q: 3 clusters Score -7449347 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -7450822.500000 Penalty: 3631.104736
	Iteration 10Q: 3 clusters Score -7450822 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -7451636.000000 Penalty: 3631.104736
	Iteration 11Q: 3 clusters Score -7451636 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -7452036.000000 Penalty: 3631.104736
	Iteration 12Q: 3 clusters Score -7452036 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -7452253.000000 Penalty: 3631.104736
	Iteration 13Q: 3 clusters Score -7452253 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -7452359.500000 Penalty: 3631.104736
	Iteration 14Q: 3 clusters Score -7452360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -7452436.500000 Penalty: 3631.104736
	Iteration 15Q: 3 clusters Score -7452436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -7452481.000000 Penalty: 3631.104736
	Iteration 16Q: 3 clusters Score -7452481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -7452512.500000 Penalty: 3631.104736
	Iteration 17Q: 3 clusters Score -7452512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -7452527.000000 Penalty: 3631.104736
	Iteration 18Q: 3 clusters Score -7452527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -7452533.000000 Penalty: 3631.104736
	Iteration 19Q: 3 clusters Score -7452533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -7452552.500000 Penalty: 3631.104736
	Iteration 20F: 3 clusters Score -7452552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -7452556.500000 Penalty: 3631.104736
	Iteration 21Q: 3 clusters Score -7452556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -7452562.000000 Penalty: 3631.104736
	Iteration 22Q: 3 clusters Score -7452562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -7452560.000000 Penalty: 3631.104736
	Iteration 23Q: 3 clusters Score -7452560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -7452562.500000 Penalty: 3631.104736
	Iteration 24Q: 3 clusters Score -7452562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -7452564.500000 Penalty: 3631.104736
	Iteration 25Q: 3 clusters Score -7452564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -7452564.500000 Penalty: 3631.104736
	Iteration 26F: 3 clusters Score -7452564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Entering Unmasked Estep 
Score: -3950549.500000 Penalty: 1714.641113
	Iteration 0F: 2 clusters Score -3950550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3925000.500000 Penalty: 3429.282227
	Iteration 0F: 3 clusters Score -3925000 nChanged 17681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3934977.250000 Penalty: 3429.282227
	Iteration 1F: 3 clusters Score -3934977 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3935641.250000 Penalty: 3429.282227
	Iteration 2Q: 3 clusters Score -3935641 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3936410.750000 Penalty: 3429.282227
	Iteration 3Q: 3 clusters Score -3936411 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3937342.500000 Penalty: 3429.282227
	Iteration 4Q: 3 clusters Score -3937342 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3938490.500000 Penalty: 3429.282227
	Iteration 5F: 3 clusters Score -3938490 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3939786.750000 Penalty: 3429.282227
	Iteration 6F: 3 clusters Score -3939787 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3941147.500000 Penalty: 3429.282227
	Iteration 7F: 3 clusters Score -3941148 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3942461.500000 Penalty: 3429.282227
	Iteration 8F: 3 clusters Score -3942462 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3943614.500000 Penalty: 3429.282227
	Iteration 9F: 3 clusters Score -3943614 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3944344.250000 Penalty: 3429.282227
	Iteration 10Q: 3 clusters Score -3944344 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3944802.250000 Penalty: 3429.282227
	Iteration 11Q: 3 clusters Score -3944802 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3945044.500000 Penalty: 3429.282227
	Iteration 12Q: 3 clusters Score -3945044 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3945181.500000 Penalty: 3429.282227
	Iteration 13Q: 3 clusters Score -3945182 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3945308 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3945422.250000 Penalty: 3429.282227
	Iteration 15Q: 3 clusters Score -3945422 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3945515.750000 Penalty: 3429.282227
	Iteration 16Q: 3 clusters Score -3945516 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3945611.250000 Penalty: 3429.282227
	Iteration 17Q: 3 clusters Score -3945611 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3945720 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3945818 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3945889.000000 Penalty: 3429.282227
	Iteration 20F: 3 clusters Score -3945889 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3945950.750000 Penalty: 3429.282227
	Iteration 21Q: 3 clusters Score -3945951 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3945999 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3946056.750000 Penalty: 3429.282227
	Iteration 23Q: 3 clusters Score -3946057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3946091.000000 Penalty: 3429.282227
	Iteration 24Q: 3 clusters Score -3946091 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3946126.000000 Penalty: 3429.282227
	Iteration 25Q: 3 clusters Score -3946126 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3946146.750000 Penalty: 3429.282227
	Iteration 26Q: 3 clusters Score -3946147 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3946161.500000 Penalty: 3429.282227
	Iteration 27Q: 3 clusters Score -3946162 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3946195.500000 Penalty: 3429.282227
	Iteration 28Q: 3 clusters Score -3946196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3946223.500000 Penalty: 3429.282227
	Iteration 29Q: 3 clusters Score -3946224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3946220.750000 Penalty: 3429.282227
	Iteration 30Q: 3 clusters Score -3946221 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3946232.750000 Penalty: 3429.282227
	Iteration 31Q: 3 clusters Score -3946233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3946236.750000 Penalty: 3429.282227
	Iteration 32Q: 3 clusters Score -3946237 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3946249.750000 Penalty: 3429.282227
	Iteration 33Q: 3 clusters Score -3946250 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3946253.000000 Penalty: 3429.282227
	Iteration 34Q: 3 clusters Score -3946253 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3946259.000000 Penalty: 3429.282227
	Iteration 35Q: 3 clusters Score -3946259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3946254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3946259 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3946263.250000 Penalty: 3429.282227
	Iteration 38Q: 3 clusters Score -3946263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3946272.500000 Penalty: 3429.282227
	Iteration 39Q: 3 clusters Score -3946272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3946283.250000 Penalty: 3429.282227
	Iteration 40F: 3 clusters Score -3946283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3946285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3946291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3946295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3946298.000000 Penalty: 3429.282227
	Iteration 44Q: 3 clusters Score -3946298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3946310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3946313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3946295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3946301.750000 Penalty: 3429.282227
	Iteration 48Q: 3 clusters Score -3946302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3946294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3946295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3946302.500000 Penalty: 3429.282227
	Iteration 51Q: 3 clusters Score -3946302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3946303.750000 Penalty: 3429.282227
	Iteration 52Q: 3 clusters Score -3946304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3946296.250000 Penalty: 3429.282227
	Iteration 53Q: 3 clusters Score -3946296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3946299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3946307.250000 Penalty: 3429.282227
	Iteration 55Q: 3 clusters Score -3946307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3946302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3946303.500000 Penalty: 3429.282227
	Iteration 57Q: 3 clusters Score -3946304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3946310.250000 Penalty: 3429.282227
	Iteration 58Q: 3 clusters Score -3946310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3946303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3946300.500000 Penalty: 3429.282227
	Iteration 60F: 3 clusters Score -3946300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3946308.500000 Penalty: 3429.282227
	Iteration 61Q: 3 clusters Score -3946308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3946312.250000 Penalty: 3429.282227
	Iteration 62Q: 3 clusters Score -3946312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3946310.500000 Penalty: 3429.282227
	Iteration 63Q: 3 clusters Score -3946310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3946315.500000 Penalty: 3429.282227
	Iteration 64Q: 3 clusters Score -3946316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3946316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3946314.500000 Penalty: 3429.282227
	Iteration 66Q: 3 clusters Score -3946314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3946325.500000 Penalty: 3429.282227
	Iteration 67Q: 3 clusters Score -3946326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3946321.500000 Penalty: 3429.282227
	Iteration 68Q: 3 clusters Score -3946322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3946318.750000 Penalty: 3429.282227
	Iteration 69Q: 3 clusters Score -3946319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3946314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3946315.000000 Penalty: 3429.282227
	Iteration 71Q: 3 clusters Score -3946315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3946311.000000 Penalty: 3429.282227
	Iteration 72Q: 3 clusters Score -3946311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3946311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3946309.750000 Penalty: 3429.282227
	Iteration 74Q: 3 clusters Score -3946310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3946305.000000 Penalty: 3429.282227
	Iteration 75Q: 3 clusters Score -3946305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3946308.750000 Penalty: 3429.282227
	Iteration 76Q: 3 clusters Score -3946309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3946311.750000 Penalty: 3429.282227
	Iteration 77Q: 3 clusters Score -3946312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3946318.000000 Penalty: 3429.282227
	Iteration 78Q: 3 clusters Score -3946318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3946316.750000 Penalty: 3429.282227
	Iteration 79Q: 3 clusters Score -3946317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3946317.500000 Penalty: 3429.282227
	Iteration 80F: 3 clusters Score -3946318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3946318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3946316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3946312.250000 Penalty: 3429.282227
	Iteration 83Q: 3 clusters Score -3946312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3946313.750000 Penalty: 3429.282227
	Iteration 84Q: 3 clusters Score -3946314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3946307.500000 Penalty: 3429.282227
	Iteration 85Q: 3 clusters Score -3946308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3946307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3946308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3946314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3946313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3946312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3946316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 22632 members 
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	Iteration 92Q: 3 clusters Score -3946313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3946312 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 22638 members 
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	Iteration 94Q: 3 clusters Score -3946309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3946313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3946312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3946307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3946312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3946310 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3946309 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 22671 members 
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	Iteration 101Q: 3 clusters Score -3946307 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15568 members 
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	Iteration 102Q: 3 clusters Score -3946312 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15567 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3946312 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15565 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3946312 nChanged 4
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Mstep: Class 1 contains 15561 members 
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	Iteration 105Q: 3 clusters Score -3946310 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3946317.250000 Penalty: 3429.282227
	Iteration 106Q: 3 clusters Score -3946317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3946315.500000 Penalty: 3429.282227
	Iteration 107Q: 3 clusters Score -3946316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3946315.500000 Penalty: 3429.282227
	Iteration 108Q: 3 clusters Score -3946316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3946318.500000 Penalty: 3429.282227
	Iteration 109Q: 3 clusters Score -3946318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3946315.500000 Penalty: 3429.282227
	Iteration 110Q: 3 clusters Score -3946316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3946314.250000 Penalty: 3429.282227
	Iteration 111Q: 3 clusters Score -3946314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3946313.000000 Penalty: 3429.282227
	Iteration 112Q: 3 clusters Score -3946313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3946312.000000 Penalty: 3429.282227
	Iteration 113Q: 3 clusters Score -3946312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3946311.500000 Penalty: 3429.282227
	Iteration 114Q: 3 clusters Score -3946312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3946311.000000 Penalty: 3429.282227
	Iteration 115Q: 3 clusters Score -3946311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3946315.500000 Penalty: 3429.282227
	Iteration 116Q: 3 clusters Score -3946316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3946320.250000 Penalty: 3429.282227
	Iteration 117Q: 3 clusters Score -3946320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3946321.750000 Penalty: 3429.282227
	Iteration 118Q: 3 clusters Score -3946322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3946321.750000 Penalty: 3429.282227
	Iteration 119Q: 3 clusters Score -3946322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3946318.000000 Penalty: 3429.282227
	Iteration 120F: 3 clusters Score -3946318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3946317.750000 Penalty: 3429.282227
	Iteration 121Q: 3 clusters Score -3946318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3946320.750000 Penalty: 3429.282227
	Iteration 122Q: 3 clusters Score -3946321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3946321.250000 Penalty: 3429.282227
	Iteration 123Q: 3 clusters Score -3946321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3946322.750000 Penalty: 3429.282227
	Iteration 124Q: 3 clusters Score -3946323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3946327.750000 Penalty: 3429.282227
	Iteration 125Q: 3 clusters Score -3946328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3946329.500000 Penalty: 3429.282227
	Iteration 126Q: 3 clusters Score -3946330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3946328.250000 Penalty: 3429.282227
	Iteration 127Q: 3 clusters Score -3946328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3946325.750000 Penalty: 3429.282227
	Iteration 128Q: 3 clusters Score -3946326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3946331.250000 Penalty: 3429.282227
	Iteration 129Q: 3 clusters Score -3946331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3946331.250000 Penalty: 3429.282227
	Iteration 130Q: 3 clusters Score -3946331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3946329.250000 Penalty: 3429.282227
	Iteration 131Q: 3 clusters Score -3946329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3946330.250000 Penalty: 3429.282227
	Iteration 132Q: 3 clusters Score -3946330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3946330.250000 Penalty: 3429.282227
	Iteration 133Q: 3 clusters Score -3946330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3946330.000000 Penalty: 3429.282227
	Iteration 134Q: 3 clusters Score -3946330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3946323.500000 Penalty: 3429.282227
	Iteration 135Q: 3 clusters Score -3946324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3946325.000000 Penalty: 3429.282227
	Iteration 136Q: 3 clusters Score -3946325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3946320.500000 Penalty: 3429.282227
	Iteration 137Q: 3 clusters Score -3946320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3946320.750000 Penalty: 3429.282227
	Iteration 138Q: 3 clusters Score -3946321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3946322.500000 Penalty: 3429.282227
	Iteration 139Q: 3 clusters Score -3946322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3946323.750000 Penalty: 3429.282227
	Iteration 140F: 3 clusters Score -3946324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3946322.250000 Penalty: 3429.282227
	Iteration 141Q: 3 clusters Score -3946322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3946318.750000 Penalty: 3429.282227
	Iteration 142Q: 3 clusters Score -3946319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3946320.250000 Penalty: 3429.282227
	Iteration 143Q: 3 clusters Score -3946320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3946322.000000 Penalty: 3429.282227
	Iteration 144Q: 3 clusters Score -3946322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3946322.250000 Penalty: 3429.282227
	Iteration 145Q: 3 clusters Score -3946322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3946327.250000 Penalty: 3429.282227
	Iteration 146Q: 3 clusters Score -3946327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3946325.500000 Penalty: 3429.282227
	Iteration 147Q: 3 clusters Score -3946326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3946322.000000 Penalty: 3429.282227
	Iteration 148Q: 3 clusters Score -3946322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3946325.250000 Penalty: 3429.282227
	Iteration 149Q: 3 clusters Score -3946325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3946321.000000 Penalty: 3429.282227
	Iteration 150Q: 3 clusters Score -3946321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3946325.250000 Penalty: 3429.282227
	Iteration 151Q: 3 clusters Score -3946325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3946327.500000 Penalty: 3429.282227
	Iteration 152Q: 3 clusters Score -3946328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3946327.500000 Penalty: 3429.282227
	Iteration 153F: 3 clusters Score -3946328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Entering Unmasked Estep 
Score: -5199518.000000 Penalty: 1760.389771
	Iteration 0F: 2 clusters Score -5199518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -5165605.000000 Penalty: 3520.779541
	Iteration 0F: 3 clusters Score -5165605 nChanged 23763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5180778.000000 Penalty: 3520.779541
	Iteration 1F: 3 clusters Score -5180778 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5183490.000000 Penalty: 3520.779541
	Iteration 2F: 3 clusters Score -5183490 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5187301.500000 Penalty: 3520.779541
	Iteration 3F: 3 clusters Score -5187302 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -5191184.500000 Penalty: 3520.779541
	Iteration 4F: 3 clusters Score -5191184 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5194410.500000 Penalty: 3520.779541
	Iteration 5F: 3 clusters Score -5194410 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -5196711.000000 Penalty: 3520.779541
	Iteration 6F: 3 clusters Score -5196711 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -5198418.500000 Penalty: 3520.779541
	Iteration 7Q: 3 clusters Score -5198418 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5199722.000000 Penalty: 3520.779541
	Iteration 8Q: 3 clusters Score -5199722 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -5200853.000000 Penalty: 3520.779541
	Iteration 9Q: 3 clusters Score -5200853 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5201672.000000 Penalty: 3520.779541
	Iteration 10Q: 3 clusters Score -5201672 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -5202122.500000 Penalty: 3520.779541
	Iteration 11Q: 3 clusters Score -5202122 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5202378.000000 Penalty: 3520.779541
	Iteration 12Q: 3 clusters Score -5202378 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -5202515.500000 Penalty: 3520.779541
	Iteration 13Q: 3 clusters Score -5202516 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5202591.000000 Penalty: 3520.779541
	Iteration 14Q: 3 clusters Score -5202591 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5202626.000000 Penalty: 3520.779541
	Iteration 15Q: 3 clusters Score -5202626 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5202657.500000 Penalty: 3520.779541
	Iteration 16Q: 3 clusters Score -5202658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5202645.500000 Penalty: 3520.779541
	Iteration 17Q: 3 clusters Score -5202646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5202628.500000 Penalty: 3520.779541
	Iteration 18Q: 3 clusters Score -5202628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5202639.500000 Penalty: 3520.779541
	Iteration 19Q: 3 clusters Score -5202640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5202646.500000 Penalty: 3520.779541
	Iteration 20F: 3 clusters Score -5202646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5202650.000000 Penalty: 3520.779541
	Iteration 21Q: 3 clusters Score -5202650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5202643.500000 Penalty: 3520.779541
	Iteration 22Q: 3 clusters Score -5202644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5202644.000000 Penalty: 3520.779541
	Iteration 23Q: 3 clusters Score -5202644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5202648.500000 Penalty: 3520.779541
	Iteration 24Q: 3 clusters Score -5202648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -5202648.500000 Penalty: 3520.779541
	Iteration 25Q: 3 clusters Score -5202648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5202656.500000 Penalty: 3520.779541
	Iteration 26Q: 3 clusters Score -5202656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5202660.000000 Penalty: 3520.779541
	Iteration 27Q: 3 clusters Score -5202660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5202662.000000 Penalty: 3520.779541
	Iteration 28Q: 3 clusters Score -5202662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5202668.500000 Penalty: 3520.779541
	Iteration 29Q: 3 clusters Score -5202668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5202671.500000 Penalty: 3520.779541
	Iteration 30Q: 3 clusters Score -5202672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5202675.500000 Penalty: 3520.779541
	Iteration 31Q: 3 clusters Score -5202676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5202676.000000 Penalty: 3520.779541
	Iteration 32Q: 3 clusters Score -5202676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5202675.000000 Penalty: 3520.779541
	Iteration 33Q: 3 clusters Score -5202675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5202670.500000 Penalty: 3520.779541
	Iteration 34Q: 3 clusters Score -5202670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5202670.000000 Penalty: 3520.779541
	Iteration 35Q: 3 clusters Score -5202670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5202667.500000 Penalty: 3520.779541
	Iteration 36Q: 3 clusters Score -5202668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5202669.000000 Penalty: 3520.779541
	Iteration 37Q: 3 clusters Score -5202669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5202666.500000 Penalty: 3520.779541
	Iteration 38Q: 3 clusters Score -5202666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5202666.500000 Penalty: 3520.779541
	Iteration 39F: 3 clusters Score -5202666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 115106 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 120313 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Entering Unmasked Estep 
Score: -154007248.000000 Penalty: 78699.164062
Splitting cluster 8 changes total score from -154003216.000000 to -154007248.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 9 (127936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Entering Unmasked Estep 
Score: -13258013.000000 Penalty: 1910.883789
	Iteration 0F: 2 clusters Score -1.325801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -13172681.000000 Penalty: 3821.767578
	Iteration 0F: 3 clusters Score -1.317268e+07 nChanged 61518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -13208561.000000 Penalty: 3821.767578
	Iteration 1F: 3 clusters Score -1.320856e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -13209770.000000 Penalty: 3821.767578
	Iteration 2Q: 3 clusters Score -1.320977e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -13211126.000000 Penalty: 3821.767578
	Iteration 3Q: 3 clusters Score -1.321113e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -13212771.000000 Penalty: 3821.767578
	Iteration 4Q: 3 clusters Score -1.321277e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -13214748.000000 Penalty: 3821.767578
	Iteration 5Q: 3 clusters Score -1.321475e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -13216729.000000 Penalty: 3821.767578
	Iteration 6Q: 3 clusters Score -1.321673e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -13218618.000000 Penalty: 3821.767578
	Iteration 7Q: 3 clusters Score -1.321862e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -13220587.000000 Penalty: 3821.767578
	Iteration 8Q: 3 clusters Score -1.322059e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -13222636.000000 Penalty: 3821.767578
	Iteration 9Q: 3 clusters Score -1.322264e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -13224791.000000 Penalty: 3821.767578
	Iteration 10Q: 3 clusters Score -1.322479e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -13227533.000000 Penalty: 3821.767578
	Iteration 11Q: 3 clusters Score -1.322753e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -13230593.000000 Penalty: 3821.767578
	Iteration 12Q: 3 clusters Score -1.323059e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -13234221.000000 Penalty: 3821.767578
	Iteration 13Q: 3 clusters Score -1.323422e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -13238318.000000 Penalty: 3821.767578
	Iteration 14Q: 3 clusters Score -1.323832e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -13241807.000000 Penalty: 3821.767578
	Iteration 15Q: 3 clusters Score -1.324181e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -13243889.000000 Penalty: 3821.767578
	Iteration 16Q: 3 clusters Score -1.324389e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -13245230.000000 Penalty: 3821.767578
	Iteration 17Q: 3 clusters Score -1.324523e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -13246250.000000 Penalty: 3821.767578
	Iteration 18Q: 3 clusters Score -1.324625e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -13246996.000000 Penalty: 3821.767578
	Iteration 19Q: 3 clusters Score -1.3247e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 109352 members 
Entering Unmasked Estep 
Score: -13247768.000000 Penalty: 3821.767578
	Iteration 20F: 3 clusters Score -1.324777e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -13248535.000000 Penalty: 3821.767578
	Iteration 21Q: 3 clusters Score -1.324854e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -13249329.000000 Penalty: 3821.767578
	Iteration 22Q: 3 clusters Score -1.324933e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -13250179.000000 Penalty: 3821.767578
	Iteration 23Q: 3 clusters Score -1.325018e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -13251006.000000 Penalty: 3821.767578
	Iteration 24Q: 3 clusters Score -1.325101e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 118667 members 
Entering Unmasked Estep 
Score: -13251841.000000 Penalty: 3821.767578
	Iteration 25Q: 3 clusters Score -1.325184e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 120289 members 
Entering Unmasked Estep 
Score: -13252685.000000 Penalty: 3821.767578
	Iteration 26Q: 3 clusters Score -1.325268e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 121710 members 
Entering Unmasked Estep 
Score: -13253385.000000 Penalty: 3821.767578
	Iteration 27Q: 3 clusters Score -1.325338e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -13254057.000000 Penalty: 3821.767578
	Iteration 28Q: 3 clusters Score -1.325406e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -13254582.000000 Penalty: 3821.767578
	Iteration 29Q: 3 clusters Score -1.325458e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -13254949.000000 Penalty: 3821.767578
	Iteration 30Q: 3 clusters Score -1.325495e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -13255264.000000 Penalty: 3821.767578
	Iteration 31Q: 3 clusters Score -1.325526e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 125822 members 
Entering Unmasked Estep 
Score: -13255511.000000 Penalty: 3821.767578
	Iteration 32Q: 3 clusters Score -1.325551e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 126179 members 
Entering Unmasked Estep 
Score: -13255713.000000 Penalty: 3821.767578
	Iteration 33Q: 3 clusters Score -1.325571e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 126448 members 
Entering Unmasked Estep 
Score: -13255861.000000 Penalty: 3821.767578
	Iteration 34Q: 3 clusters Score -1.325586e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 126657 members 
Entering Unmasked Estep 
Score: -13255998.000000 Penalty: 3821.767578
	Iteration 35Q: 3 clusters Score -1.3256e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -13256103.000000 Penalty: 3821.767578
	Iteration 36Q: 3 clusters Score -1.32561e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -13256177.000000 Penalty: 3821.767578
	Iteration 37Q: 3 clusters Score -1.325618e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -13256210.000000 Penalty: 3821.767578
	Iteration 38Q: 3 clusters Score -1.325621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -13256251.000000 Penalty: 3821.767578
	Iteration 39Q: 3 clusters Score -1.325625e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -13256283.000000 Penalty: 3821.767578
	Iteration 40F: 3 clusters Score -1.325628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -13256307.000000 Penalty: 3821.767578
	Iteration 41Q: 3 clusters Score -1.325631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -13256332.000000 Penalty: 3821.767578
	Iteration 42Q: 3 clusters Score -1.325633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -13256354.000000 Penalty: 3821.767578
	Iteration 43Q: 3 clusters Score -1.325635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 127216 members 
Entering Unmasked Estep 
Score: -13256369.000000 Penalty: 3821.767578
	Iteration 44Q: 3 clusters Score -1.325637e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -13256374.000000 Penalty: 3821.767578
	Iteration 45Q: 3 clusters Score -1.325637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -13256377.000000 Penalty: 3821.767578
	Iteration 46Q: 3 clusters Score -1.325638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 127259 members 
Entering Unmasked Estep 
Score: -13256390.000000 Penalty: 3821.767578
	Iteration 47Q: 3 clusters Score -1.325639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -13256400.000000 Penalty: 3821.767578
	Iteration 48Q: 3 clusters Score -1.32564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 127288 members 
Entering Unmasked Estep 
Score: -13256403.000000 Penalty: 3821.767578
	Iteration 49Q: 3 clusters Score -1.32564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -13256412.000000 Penalty: 3821.767578
	Iteration 50Q: 3 clusters Score -1.325641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -13256412.000000 Penalty: 3821.767578
	Iteration 51Q: 3 clusters Score -1.325641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -13256418.000000 Penalty: 3821.767578
	Iteration 52Q: 3 clusters Score -1.325642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -13256419.000000 Penalty: 3821.767578
	Iteration 53Q: 3 clusters Score -1.325642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -13256430.000000 Penalty: 3821.767578
	Iteration 54Q: 3 clusters Score -1.325643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 127312 members 
Entering Unmasked Estep 
Score: -13256423.000000 Penalty: 3821.767578
	Iteration 55Q: 3 clusters Score -1.325642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -13256425.000000 Penalty: 3821.767578
	Iteration 56Q: 3 clusters Score -1.325642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -13256425.000000 Penalty: 3821.767578
	Iteration 57F: 3 clusters Score -1.325642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Entering Unmasked Estep 
Score: -1784127.125000 Penalty: 1590.935913
	Iteration 0F: 2 clusters Score -1784127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1771926.000000 Penalty: 3181.871826
	Iteration 0F: 3 clusters Score -1771926 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1776991.250000 Penalty: 3181.871826
	Iteration 1F: 3 clusters Score -1776991 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1778056.875000 Penalty: 3181.871826
	Iteration 2F: 3 clusters Score -1778057 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1779230.500000 Penalty: 3181.871826
	Iteration 3F: 3 clusters Score -1779230 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1780675.500000 Penalty: 3181.871826
	Iteration 4F: 3 clusters Score -1780676 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1782335.375000 Penalty: 3181.871826
	Iteration 5F: 3 clusters Score -1782335 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1783999.500000 Penalty: 3181.871826
	Iteration 6F: 3 clusters Score -1784000 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1785256.625000 Penalty: 3181.871826
	Iteration 7F: 3 clusters Score -1785257 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1785821.625000 Penalty: 3181.871826
	Iteration 8Q: 3 clusters Score -1785822 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1786005.375000 Penalty: 3181.871826
	Iteration 9Q: 3 clusters Score -1786005 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1786065.625000 Penalty: 3181.871826
	Iteration 10Q: 3 clusters Score -1786066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1786096.000000 Penalty: 3181.871826
	Iteration 11Q: 3 clusters Score -1786096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1786112.750000 Penalty: 3181.871826
	Iteration 12Q: 3 clusters Score -1786113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1786122.750000 Penalty: 3181.871826
	Iteration 13Q: 3 clusters Score -1786123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1786137.750000 Penalty: 3181.871826
	Iteration 14Q: 3 clusters Score -1786138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1786142.500000 Penalty: 3181.871826
	Iteration 15Q: 3 clusters Score -1786142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1786148.375000 Penalty: 3181.871826
	Iteration 16Q: 3 clusters Score -1786148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1786147.750000 Penalty: 3181.871826
	Iteration 17Q: 3 clusters Score -1786148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1786146.000000 Penalty: 3181.871826
	Iteration 18Q: 3 clusters Score -1786146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1786147.250000 Penalty: 3181.871826
	Iteration 19Q: 3 clusters Score -1786147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1786145.625000 Penalty: 3181.871826
	Iteration 20F: 3 clusters Score -1786146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1786147.375000 Penalty: 3181.871826
	Iteration 21Q: 3 clusters Score -1786147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1786146.875000 Penalty: 3181.871826
	Iteration 22Q: 3 clusters Score -1786147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1786149.500000 Penalty: 3181.871826
	Iteration 23Q: 3 clusters Score -1786150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1786152.375000 Penalty: 3181.871826
	Iteration 24Q: 3 clusters Score -1786152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1786156.875000 Penalty: 3181.871826
	Iteration 25Q: 3 clusters Score -1786157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1786158.875000 Penalty: 3181.871826
	Iteration 26Q: 3 clusters Score -1786159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1786162.000000 Penalty: 3181.871826
	Iteration 27Q: 3 clusters Score -1786162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1786164.250000 Penalty: 3181.871826
	Iteration 28Q: 3 clusters Score -1786164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1786162.375000 Penalty: 3181.871826
	Iteration 29Q: 3 clusters Score -1786162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1786165.375000 Penalty: 3181.871826
	Iteration 30Q: 3 clusters Score -1786165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1786173.000000 Penalty: 3181.871826
	Iteration 31Q: 3 clusters Score -1786173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1786172.500000 Penalty: 3181.871826
	Iteration 32Q: 3 clusters Score -1786172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1786175.250000 Penalty: 3181.871826
	Iteration 33Q: 3 clusters Score -1786175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1786177.750000 Penalty: 3181.871826
	Iteration 34Q: 3 clusters Score -1786178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1786181.000000 Penalty: 3181.871826
	Iteration 35Q: 3 clusters Score -1786181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1786187.875000 Penalty: 3181.871826
	Iteration 36Q: 3 clusters Score -1786188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1786188.250000 Penalty: 3181.871826
	Iteration 37Q: 3 clusters Score -1786188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1786191.500000 Penalty: 3181.871826
	Iteration 38Q: 3 clusters Score -1786192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1786195.250000 Penalty: 3181.871826
	Iteration 39Q: 3 clusters Score -1786195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1786197.500000 Penalty: 3181.871826
	Iteration 40F: 3 clusters Score -1786198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1786194.500000 Penalty: 3181.871826
	Iteration 41Q: 3 clusters Score -1786194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1786195.875000 Penalty: 3181.871826
	Iteration 42Q: 3 clusters Score -1786196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1786196.125000 Penalty: 3181.871826
	Iteration 43Q: 3 clusters Score -1786196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1786194.500000 Penalty: 3181.871826
	Iteration 44Q: 3 clusters Score -1786194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1786193.250000 Penalty: 3181.871826
	Iteration 45Q: 3 clusters Score -1786193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1786193.125000 Penalty: 3181.871826
	Iteration 46Q: 3 clusters Score -1786193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1786193.125000 Penalty: 3181.871826
	Iteration 47F: 3 clusters Score -1786193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 115106 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 120313 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Entering Unmasked Estep 
Score: -154007728.000000 Penalty: 81013.851562
Splitting cluster 10 changes total score from -154003216.000000 to -154007728.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 11 (115106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Entering Unmasked Estep 
Score: -11900783.000000 Penalty: 1893.711304
	Iteration 0F: 2 clusters Score -1.190078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -11824008.000000 Penalty: 3787.422607
	Iteration 0F: 3 clusters Score -1.182401e+07 nChanged 55179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -11857640.000000 Penalty: 3787.422607
	Iteration 1F: 3 clusters Score -1.185764e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -11860727.000000 Penalty: 3787.422607
	Iteration 2F: 3 clusters Score -1.186073e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -11865786.000000 Penalty: 3787.422607
	Iteration 3F: 3 clusters Score -1.186579e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -11873198.000000 Penalty: 3787.422607
	Iteration 4F: 3 clusters Score -1.18732e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -11881497.000000 Penalty: 3787.422607
	Iteration 5F: 3 clusters Score -1.18815e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -11889130.000000 Penalty: 3787.422607
	Iteration 6F: 3 clusters Score -1.188913e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -11895146.000000 Penalty: 3787.422607
	Iteration 7F: 3 clusters Score -1.189515e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -11900201.000000 Penalty: 3787.422607
	Iteration 8Q: 3 clusters Score -1.19002e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -11903545.000000 Penalty: 3787.422607
	Iteration 9Q: 3 clusters Score -1.190354e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -11905087.000000 Penalty: 3787.422607
	Iteration 10Q: 3 clusters Score -1.190509e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -11905811.000000 Penalty: 3787.422607
	Iteration 11Q: 3 clusters Score -1.190581e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -11906149.000000 Penalty: 3787.422607
	Iteration 12Q: 3 clusters Score -1.190615e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -11906331.000000 Penalty: 3787.422607
	Iteration 13Q: 3 clusters Score -1.190633e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -11906443.000000 Penalty: 3787.422607
	Iteration 14Q: 3 clusters Score -1.190644e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -11906499.000000 Penalty: 3787.422607
	Iteration 15Q: 3 clusters Score -1.19065e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -11906511.000000 Penalty: 3787.422607
	Iteration 16Q: 3 clusters Score -1.190651e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -11906526.000000 Penalty: 3787.422607
	Iteration 17Q: 3 clusters Score -1.190653e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -11906538.000000 Penalty: 3787.422607
	Iteration 18Q: 3 clusters Score -1.190654e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -11906573.000000 Penalty: 3787.422607
	Iteration 19Q: 3 clusters Score -1.190657e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -11906582.000000 Penalty: 3787.422607
	Iteration 20F: 3 clusters Score -1.190658e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -11906603.000000 Penalty: 3787.422607
	Iteration 21Q: 3 clusters Score -1.19066e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -11906599.000000 Penalty: 3787.422607
	Iteration 22Q: 3 clusters Score -1.19066e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -11906599.000000 Penalty: 3787.422607
	Iteration 23Q: 3 clusters Score -1.19066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -11906628.000000 Penalty: 3787.422607
	Iteration 24Q: 3 clusters Score -1.190663e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -11906614.000000 Penalty: 3787.422607
	Iteration 25Q: 3 clusters Score -1.190661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -11906608.000000 Penalty: 3787.422607
	Iteration 26Q: 3 clusters Score -1.190661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -11906611.000000 Penalty: 3787.422607
	Iteration 27Q: 3 clusters Score -1.190661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -11906620.000000 Penalty: 3787.422607
	Iteration 28Q: 3 clusters Score -1.190662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -11906619.000000 Penalty: 3787.422607
	Iteration 29Q: 3 clusters Score -1.190662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -11906630.000000 Penalty: 3787.422607
	Iteration 30Q: 3 clusters Score -1.190663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -11906627.000000 Penalty: 3787.422607
	Iteration 31Q: 3 clusters Score -1.190663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -11906620.000000 Penalty: 3787.422607
	Iteration 32Q: 3 clusters Score -1.190662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -11906615.000000 Penalty: 3787.422607
	Iteration 33Q: 3 clusters Score -1.190662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -11906617.000000 Penalty: 3787.422607
	Iteration 34Q: 3 clusters Score -1.190662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -11906615.000000 Penalty: 3787.422607
	Iteration 35Q: 3 clusters Score -1.190662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -11906613.000000 Penalty: 3787.422607
	Iteration 36Q: 3 clusters Score -1.190661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -11906606.000000 Penalty: 3787.422607
	Iteration 37Q: 3 clusters Score -1.190661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -11906610.000000 Penalty: 3787.422607
	Iteration 38Q: 3 clusters Score -1.190661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -11906618.000000 Penalty: 3787.422607
	Iteration 39Q: 3 clusters Score -1.190662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -11906610.000000 Penalty: 3787.422607
	Iteration 40F: 3 clusters Score -1.190661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -11906620.000000 Penalty: 3787.422607
	Iteration 41Q: 3 clusters Score -1.190662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -11906622.000000 Penalty: 3787.422607
	Iteration 42Q: 3 clusters Score -1.190662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89232 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -11906619.000000 Penalty: 3787.422607
	Iteration 43Q: 3 clusters Score -1.190662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -11906620.000000 Penalty: 3787.422607
	Iteration 44Q: 3 clusters Score -1.190662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -11906620.000000 Penalty: 3787.422607
	Iteration 45Q: 3 clusters Score -1.190662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -11906616.000000 Penalty: 3787.422607
	Iteration 46Q: 3 clusters Score -1.190662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -11906611.000000 Penalty: 3787.422607
	Iteration 47Q: 3 clusters Score -1.190661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -11906616.000000 Penalty: 3787.422607
	Iteration 48Q: 3 clusters Score -1.190662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -11906619.000000 Penalty: 3787.422607
	Iteration 49Q: 3 clusters Score -1.190662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -11906612.000000 Penalty: 3787.422607
	Iteration 50Q: 3 clusters Score -1.190661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -11906618.000000 Penalty: 3787.422607
	Iteration 51Q: 3 clusters Score -1.190662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -11906624.000000 Penalty: 3787.422607
	Iteration 52Q: 3 clusters Score -1.190662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -11906620.000000 Penalty: 3787.422607
	Iteration 53Q: 3 clusters Score -1.190662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -11906612.000000 Penalty: 3787.422607
	Iteration 54Q: 3 clusters Score -1.190661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -11906612.000000 Penalty: 3787.422607
	Iteration 55F: 3 clusters Score -1.190661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 120313 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 25827 members 
Entering Unmasked Estep 
Score: -154017088.000000 Penalty: 83328.531250
Splitting cluster 11 changes total score from -154003216.000000 to -154017088.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 12 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -232583.593750 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -232583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -230151.765625 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -230151.8 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -231963.625000 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -231963.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -233228.296875 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -233228.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -234195.453125 Penalty: 2589.140625
	Iteration 3F: 3 clusters Score -234195.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -234654.343750 Penalty: 2589.140625
	Iteration 4F: 3 clusters Score -234654.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -234842.687500 Penalty: 2589.140625
	Iteration 5Q: 3 clusters Score -234842.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -234966.937500 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -234966.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -235028.000000 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -235028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -235082.015625 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -235082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -235138.812500 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -235138.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -235177.937500 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -235177.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -235199.656250 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -235199.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -235220.031250 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -235220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235236.593750 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -235236.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -235247.281250 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -235247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -235252.296875 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -235252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -235255.078125 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -235255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -235258.656250 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -235258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -235260.250000 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -235260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -235260.031250 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -235260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -235260.734375 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -235260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -235261.921875 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -235261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -235264.656250 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -235264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -235266.546875 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -235266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -235266.687500 Penalty: 2589.140625
	Iteration 24Q: 3 clusters Score -235266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -235272.281250 Penalty: 2589.140625
	Iteration 25Q: 3 clusters Score -235272.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -235276.593750 Penalty: 2589.140625
	Iteration 26Q: 3 clusters Score -235276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -235279.703125 Penalty: 2589.140625
	Iteration 27Q: 3 clusters Score -235279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -235281.484375 Penalty: 2589.140625
	Iteration 28Q: 3 clusters Score -235281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -235282.640625 Penalty: 2589.140625
	Iteration 29Q: 3 clusters Score -235282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235283.203125 Penalty: 2589.140625
	Iteration 30Q: 3 clusters Score -235283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -235284.390625 Penalty: 2589.140625
	Iteration 31Q: 3 clusters Score -235284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -235284.453125 Penalty: 2589.140625
	Iteration 32Q: 3 clusters Score -235284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -235284.453125 Penalty: 2589.140625
	Iteration 33F: 3 clusters Score -235284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 120313 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 25827 members 
Mstep: Class 37 contains 1408 members 
Entering Unmasked Estep 
Score: -154018656.000000 Penalty: 85643.210938
Splitting cluster 12 changes total score from -154003216.000000 to -154018656.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 13 (118444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Entering Unmasked Estep 
Score: -12371209.000000 Penalty: 1898.356812
	Iteration 0F: 2 clusters Score -1.237121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -12291836.000000 Penalty: 3796.713623
	Iteration 0F: 3 clusters Score -1.229184e+07 nChanged 56886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -12325776.000000 Penalty: 3796.713623
	Iteration 1F: 3 clusters Score -1.232578e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -12327119.000000 Penalty: 3796.713623
	Iteration 2Q: 3 clusters Score -1.232712e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -12329248.000000 Penalty: 3796.713623
	Iteration 3Q: 3 clusters Score -1.232925e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -12332595.000000 Penalty: 3796.713623
	Iteration 4F: 3 clusters Score -1.23326e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -12337510.000000 Penalty: 3796.713623
	Iteration 5F: 3 clusters Score -1.233751e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -12344142.000000 Penalty: 3796.713623
	Iteration 6F: 3 clusters Score -1.234414e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -12351339.000000 Penalty: 3796.713623
	Iteration 7F: 3 clusters Score -1.235134e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -12357963.000000 Penalty: 3796.713623
	Iteration 8F: 3 clusters Score -1.235796e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -12362580.000000 Penalty: 3796.713623
	Iteration 9Q: 3 clusters Score -1.236258e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -12365483.000000 Penalty: 3796.713623
	Iteration 10Q: 3 clusters Score -1.236548e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -12367325.000000 Penalty: 3796.713623
	Iteration 11Q: 3 clusters Score -1.236732e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -12368282.000000 Penalty: 3796.713623
	Iteration 12Q: 3 clusters Score -1.236828e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -12368878.000000 Penalty: 3796.713623
	Iteration 13Q: 3 clusters Score -1.236888e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -12369174.000000 Penalty: 3796.713623
	Iteration 14Q: 3 clusters Score -1.236917e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
Score: -12369410.000000 Penalty: 3796.713623
	Iteration 15Q: 3 clusters Score -1.236941e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 117079 members 
Entering Unmasked Estep 
Score: -12369579.000000 Penalty: 3796.713623
	Iteration 16Q: 3 clusters Score -1.236958e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -12369666.000000 Penalty: 3796.713623
	Iteration 17Q: 3 clusters Score -1.236967e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -12369700.000000 Penalty: 3796.713623
	Iteration 18Q: 3 clusters Score -1.23697e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 117282 members 
Entering Unmasked Estep 
Score: -12369760.000000 Penalty: 3796.713623
	Iteration 19Q: 3 clusters Score -1.236976e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -12369796.000000 Penalty: 3796.713623
	Iteration 20F: 3 clusters Score -1.23698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 117336 members 
Entering Unmasked Estep 
Score: -12369808.000000 Penalty: 3796.713623
	Iteration 21Q: 3 clusters Score -1.236981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 117367 members 
Entering Unmasked Estep 
Score: -12369824.000000 Penalty: 3796.713623
	Iteration 22Q: 3 clusters Score -1.236982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -12369835.000000 Penalty: 3796.713623
	Iteration 23Q: 3 clusters Score -1.236984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -12369836.000000 Penalty: 3796.713623
	Iteration 24Q: 3 clusters Score -1.236984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -12369856.000000 Penalty: 3796.713623
	Iteration 25Q: 3 clusters Score -1.236986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 117429 members 
Entering Unmasked Estep 
Score: -12369862.000000 Penalty: 3796.713623
	Iteration 26Q: 3 clusters Score -1.236986e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 117438 members 
Entering Unmasked Estep 
Score: -12369862.000000 Penalty: 3796.713623
	Iteration 27Q: 3 clusters Score -1.236986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -12369856.000000 Penalty: 3796.713623
	Iteration 28Q: 3 clusters Score -1.236986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -12369864.000000 Penalty: 3796.713623
	Iteration 29Q: 3 clusters Score -1.236986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -12369855.000000 Penalty: 3796.713623
	Iteration 30Q: 3 clusters Score -1.236986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -12369866.000000 Penalty: 3796.713623
	Iteration 31Q: 3 clusters Score -1.236987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -12369874.000000 Penalty: 3796.713623
	Iteration 32Q: 3 clusters Score -1.236987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -12369875.000000 Penalty: 3796.713623
	Iteration 33Q: 3 clusters Score -1.236988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -12369874.000000 Penalty: 3796.713623
	Iteration 34Q: 3 clusters Score -1.236987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -12369878.000000 Penalty: 3796.713623
	Iteration 35Q: 3 clusters Score -1.236988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -12369884.000000 Penalty: 3796.713623
	Iteration 36Q: 3 clusters Score -1.236988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -12369881.000000 Penalty: 3796.713623
	Iteration 37Q: 3 clusters Score -1.236988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -12369881.000000 Penalty: 3796.713623
	Iteration 38F: 3 clusters Score -1.236988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Entering Unmasked Estep 
Score: -7226203.500000 Penalty: 1809.069214
	Iteration 0F: 2 clusters Score -7226204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -7180807.000000 Penalty: 3618.138428
	Iteration 0F: 3 clusters Score -7180807 nChanged 32244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -7199875.000000 Penalty: 3618.138428
	Iteration 1F: 3 clusters Score -7199875 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -7201825.500000 Penalty: 3618.138428
	Iteration 2F: 3 clusters Score -7201826 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -7205113.500000 Penalty: 3618.138428
	Iteration 3F: 3 clusters Score -7205114 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -7209481.000000 Penalty: 3618.138428
	Iteration 4F: 3 clusters Score -7209481 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -7214378.000000 Penalty: 3618.138428
	Iteration 5F: 3 clusters Score -7214378 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -7218376.500000 Penalty: 3618.138428
	Iteration 6F: 3 clusters Score -7218376 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -7221045.000000 Penalty: 3618.138428
	Iteration 7Q: 3 clusters Score -7221045 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -7222718.000000 Penalty: 3618.138428
	Iteration 8Q: 3 clusters Score -7222718 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -7223663.500000 Penalty: 3618.138428
	Iteration 9Q: 3 clusters Score -7223664 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7224224.500000 Penalty: 3618.138428
	Iteration 10Q: 3 clusters Score -7224224 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7224506.500000 Penalty: 3618.138428
	Iteration 11Q: 3 clusters Score -7224506 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7224703.000000 Penalty: 3618.138428
	Iteration 12Q: 3 clusters Score -7224703 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7224807.000000 Penalty: 3618.138428
	Iteration 13Q: 3 clusters Score -7224807 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7224882.500000 Penalty: 3618.138428
	Iteration 14Q: 3 clusters Score -7224882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7224918.500000 Penalty: 3618.138428
	Iteration 15Q: 3 clusters Score -7224918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7224948.000000 Penalty: 3618.138428
	Iteration 16Q: 3 clusters Score -7224948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7224977.000000 Penalty: 3618.138428
	Iteration 17Q: 3 clusters Score -7224977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7224988.000000 Penalty: 3618.138428
	Iteration 18Q: 3 clusters Score -7224988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7225018.000000 Penalty: 3618.138428
	Iteration 19Q: 3 clusters Score -7225018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7225021.000000 Penalty: 3618.138428
	Iteration 20F: 3 clusters Score -7225021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7225038.000000 Penalty: 3618.138428
	Iteration 21Q: 3 clusters Score -7225038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7225049.000000 Penalty: 3618.138428
	Iteration 22Q: 3 clusters Score -7225049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7225059.000000 Penalty: 3618.138428
	Iteration 23Q: 3 clusters Score -7225059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7225048.500000 Penalty: 3618.138428
	Iteration 24Q: 3 clusters Score -7225048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7225051.500000 Penalty: 3618.138428
	Iteration 25Q: 3 clusters Score -7225052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7225053.500000 Penalty: 3618.138428
	Iteration 26Q: 3 clusters Score -7225054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7225068.000000 Penalty: 3618.138428
	Iteration 27Q: 3 clusters Score -7225068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7225072.500000 Penalty: 3618.138428
	Iteration 28Q: 3 clusters Score -7225072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7225073.500000 Penalty: 3618.138428
	Iteration 29Q: 3 clusters Score -7225074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7225076.500000 Penalty: 3618.138428
	Iteration 30Q: 3 clusters Score -7225076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7225075.000000 Penalty: 3618.138428
	Iteration 31Q: 3 clusters Score -7225075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7225074.500000 Penalty: 3618.138428
	Iteration 32Q: 3 clusters Score -7225074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7225075.000000 Penalty: 3618.138428
	Iteration 33Q: 3 clusters Score -7225075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7225079.500000 Penalty: 3618.138428
	Iteration 34Q: 3 clusters Score -7225080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7225084.000000 Penalty: 3618.138428
	Iteration 35Q: 3 clusters Score -7225084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7225085.500000 Penalty: 3618.138428
	Iteration 36Q: 3 clusters Score -7225086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7225080.000000 Penalty: 3618.138428
	Iteration 37Q: 3 clusters Score -7225080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7225080.000000 Penalty: 3618.138428
	Iteration 38F: 3 clusters Score -7225080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Entering Unmasked Estep 
Score: -19083668.000000 Penalty: 1968.998535
	Iteration 0F: 2 clusters Score -1.908367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -18967340.000000 Penalty: 3937.997070
	Iteration 0F: 3 clusters Score -1.896734e+07 nChanged 88598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -19019380.000000 Penalty: 3937.997070
	Iteration 1F: 3 clusters Score -1.901938e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -19020774.000000 Penalty: 3937.997070
	Iteration 2Q: 3 clusters Score -1.902077e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -19022650.000000 Penalty: 3937.997070
	Iteration 3Q: 3 clusters Score -1.902265e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -19025486.000000 Penalty: 3937.997070
	Iteration 4Q: 3 clusters Score -1.902549e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -19030392.000000 Penalty: 3937.997070
	Iteration 5F: 3 clusters Score -1.903039e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128662 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -19038378.000000 Penalty: 3937.997070
	Iteration 6F: 3 clusters Score -1.903838e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144096 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -19050822.000000 Penalty: 3937.997070
	Iteration 7F: 3 clusters Score -1.905082e+07 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -19064232.000000 Penalty: 3937.997070
	Iteration 8F: 3 clusters Score -1.906423e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171876 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -19073766.000000 Penalty: 3937.997070
	Iteration 9F: 3 clusters Score -1.907377e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19078642.000000 Penalty: 3937.997070
	Iteration 10Q: 3 clusters Score -1.907864e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181099 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19080732.000000 Penalty: 3937.997070
	Iteration 11Q: 3 clusters Score -1.908073e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182010 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19081590.000000 Penalty: 3937.997070
	Iteration 12Q: 3 clusters Score -1.908159e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182260 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -19081948.000000 Penalty: 3937.997070
	Iteration 13Q: 3 clusters Score -1.908195e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19082060.000000 Penalty: 3937.997070
	Iteration 14Q: 3 clusters Score -1.908206e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182329 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -19082118.000000 Penalty: 3937.997070
	Iteration 15Q: 3 clusters Score -1.908212e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -19082152.000000 Penalty: 3937.997070
	Iteration 16Q: 3 clusters Score -1.908215e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182322 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -19082216.000000 Penalty: 3937.997070
	Iteration 17Q: 3 clusters Score -1.908222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182307 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -19082220.000000 Penalty: 3937.997070
	Iteration 18Q: 3 clusters Score -1.908222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182302 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19082232.000000 Penalty: 3937.997070
	Iteration 19Q: 3 clusters Score -1.908223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182292 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19082242.000000 Penalty: 3937.997070
	Iteration 20F: 3 clusters Score -1.908224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -19082286.000000 Penalty: 3937.997070
	Iteration 21Q: 3 clusters Score -1.908229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182285 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19082280.000000 Penalty: 3937.997070
	Iteration 22Q: 3 clusters Score -1.908228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182286 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19082316.000000 Penalty: 3937.997070
	Iteration 23Q: 3 clusters Score -1.908232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182288 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19082326.000000 Penalty: 3937.997070
	Iteration 24Q: 3 clusters Score -1.908233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182285 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19082324.000000 Penalty: 3937.997070
	Iteration 25Q: 3 clusters Score -1.908232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182282 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -19082330.000000 Penalty: 3937.997070
	Iteration 26Q: 3 clusters Score -1.908233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -19082334.000000 Penalty: 3937.997070
	Iteration 27Q: 3 clusters Score -1.908233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182273 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19082352.000000 Penalty: 3937.997070
	Iteration 28Q: 3 clusters Score -1.908235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -19082386.000000 Penalty: 3937.997070
	Iteration 29Q: 3 clusters Score -1.908239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182268 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19082406.000000 Penalty: 3937.997070
	Iteration 30Q: 3 clusters Score -1.908241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182267 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19082410.000000 Penalty: 3937.997070
	Iteration 31Q: 3 clusters Score -1.908241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182267 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19082410.000000 Penalty: 3937.997070
	Iteration 32Q: 3 clusters Score -1.908241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182265 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19082408.000000 Penalty: 3937.997070
	Iteration 33Q: 3 clusters Score -1.908241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182263 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19082398.000000 Penalty: 3937.997070
	Iteration 34Q: 3 clusters Score -1.90824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182261 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19082402.000000 Penalty: 3937.997070
	Iteration 35Q: 3 clusters Score -1.90824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182262 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19082410.000000 Penalty: 3937.997070
	Iteration 36Q: 3 clusters Score -1.908241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182262 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19082410.000000 Penalty: 3937.997070
	Iteration 37F: 3 clusters Score -1.908241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (120313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Entering Unmasked Estep 
Score: -12540356.000000 Penalty: 1900.901001
	Iteration 0F: 2 clusters Score -1.254036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -12460135.000000 Penalty: 3801.802002
	Iteration 0F: 3 clusters Score -1.246014e+07 nChanged 57612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -12493424.000000 Penalty: 3801.802002
	Iteration 1F: 3 clusters Score -1.249342e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -12494822.000000 Penalty: 3801.802002
	Iteration 2Q: 3 clusters Score -1.249482e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -12497540.000000 Penalty: 3801.802002
	Iteration 3Q: 3 clusters Score -1.249754e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -12502311.000000 Penalty: 3801.802002
	Iteration 4F: 3 clusters Score -1.250231e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -12509507.000000 Penalty: 3801.802002
	Iteration 5F: 3 clusters Score -1.250951e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -12518030.000000 Penalty: 3801.802002
	Iteration 6F: 3 clusters Score -1.251803e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -12525053.000000 Penalty: 3801.802002
	Iteration 7F: 3 clusters Score -1.252505e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -12530345.000000 Penalty: 3801.802002
	Iteration 8F: 3 clusters Score -1.253034e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -12535032.000000 Penalty: 3801.802002
	Iteration 9Q: 3 clusters Score -1.253503e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -12538593.000000 Penalty: 3801.802002
	Iteration 10Q: 3 clusters Score -1.253859e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -12539993.000000 Penalty: 3801.802002
	Iteration 11Q: 3 clusters Score -1.253999e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -12540819.000000 Penalty: 3801.802002
	Iteration 12Q: 3 clusters Score -1.254082e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -12541407.000000 Penalty: 3801.802002
	Iteration 13Q: 3 clusters Score -1.254141e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99129 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -12541753.000000 Penalty: 3801.802002
	Iteration 14Q: 3 clusters Score -1.254175e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -12542017.000000 Penalty: 3801.802002
	Iteration 15Q: 3 clusters Score -1.254202e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -12542190.000000 Penalty: 3801.802002
	Iteration 16Q: 3 clusters Score -1.254219e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -12542263.000000 Penalty: 3801.802002
	Iteration 17Q: 3 clusters Score -1.254226e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -12542361.000000 Penalty: 3801.802002
	Iteration 18Q: 3 clusters Score -1.254236e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -12542427.000000 Penalty: 3801.802002
	Iteration 19Q: 3 clusters Score -1.254243e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -12542480.000000 Penalty: 3801.802002
	Iteration 20F: 3 clusters Score -1.254248e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -12542512.000000 Penalty: 3801.802002
	Iteration 21Q: 3 clusters Score -1.254251e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -12542508.000000 Penalty: 3801.802002
	Iteration 22Q: 3 clusters Score -1.254251e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -12542501.000000 Penalty: 3801.802002
	Iteration 23Q: 3 clusters Score -1.25425e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104848 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -12542513.000000 Penalty: 3801.802002
	Iteration 24Q: 3 clusters Score -1.254251e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -12542491.000000 Penalty: 3801.802002
	Iteration 25Q: 3 clusters Score -1.254249e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -12542484.000000 Penalty: 3801.802002
	Iteration 26Q: 3 clusters Score -1.254248e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -12542470.000000 Penalty: 3801.802002
	Iteration 27Q: 3 clusters Score -1.254247e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -12542455.000000 Penalty: 3801.802002
	Iteration 28Q: 3 clusters Score -1.254246e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -12542429.000000 Penalty: 3801.802002
	Iteration 29Q: 3 clusters Score -1.254243e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -12542455.000000 Penalty: 3801.802002
	Iteration 30Q: 3 clusters Score -1.254246e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -12542439.000000 Penalty: 3801.802002
	Iteration 31Q: 3 clusters Score -1.254244e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -12542449.000000 Penalty: 3801.802002
	Iteration 32Q: 3 clusters Score -1.254245e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -12542451.000000 Penalty: 3801.802002
	Iteration 33Q: 3 clusters Score -1.254245e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -12542428.000000 Penalty: 3801.802002
	Iteration 34Q: 3 clusters Score -1.254243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -12542435.000000 Penalty: 3801.802002
	Iteration 35Q: 3 clusters Score -1.254244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -12542399.000000 Penalty: 3801.802002
	Iteration 36Q: 3 clusters Score -1.25424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -12542394.000000 Penalty: 3801.802002
	Iteration 37Q: 3 clusters Score -1.254239e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -12542404.000000 Penalty: 3801.802002
	Iteration 38Q: 3 clusters Score -1.25424e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -12542396.000000 Penalty: 3801.802002
	Iteration 39Q: 3 clusters Score -1.25424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -12542408.000000 Penalty: 3801.802002
	Iteration 40F: 3 clusters Score -1.254241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -12542398.000000 Penalty: 3801.802002
	Iteration 41Q: 3 clusters Score -1.25424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106832 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -12542417.000000 Penalty: 3801.802002
	Iteration 42Q: 3 clusters Score -1.254242e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -12542403.000000 Penalty: 3801.802002
	Iteration 43Q: 3 clusters Score -1.25424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -12542395.000000 Penalty: 3801.802002
	Iteration 44Q: 3 clusters Score -1.25424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -12542398.000000 Penalty: 3801.802002
	Iteration 45Q: 3 clusters Score -1.25424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -12542395.000000 Penalty: 3801.802002
	Iteration 46Q: 3 clusters Score -1.25424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -12542381.000000 Penalty: 3801.802002
	Iteration 47Q: 3 clusters Score -1.254238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -12542378.000000 Penalty: 3801.802002
	Iteration 48Q: 3 clusters Score -1.254238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -12542376.000000 Penalty: 3801.802002
	Iteration 49Q: 3 clusters Score -1.254238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -12542371.000000 Penalty: 3801.802002
	Iteration 50Q: 3 clusters Score -1.254237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -12542376.000000 Penalty: 3801.802002
	Iteration 51Q: 3 clusters Score -1.254238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -12542377.000000 Penalty: 3801.802002
	Iteration 52Q: 3 clusters Score -1.254238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -12542362.000000 Penalty: 3801.802002
	Iteration 53Q: 3 clusters Score -1.254236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -12542367.000000 Penalty: 3801.802002
	Iteration 54Q: 3 clusters Score -1.254237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -12542367.000000 Penalty: 3801.802002
	Iteration 55Q: 3 clusters Score -1.254237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -12542366.000000 Penalty: 3801.802002
	Iteration 56Q: 3 clusters Score -1.254237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -12542351.000000 Penalty: 3801.802002
	Iteration 57Q: 3 clusters Score -1.254235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -12542344.000000 Penalty: 3801.802002
	Iteration 58Q: 3 clusters Score -1.254234e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -12542354.000000 Penalty: 3801.802002
	Iteration 59Q: 3 clusters Score -1.254235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -12542361.000000 Penalty: 3801.802002
	Iteration 60F: 3 clusters Score -1.254236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -12542359.000000 Penalty: 3801.802002
	Iteration 61Q: 3 clusters Score -1.254236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -12542356.000000 Penalty: 3801.802002
	Iteration 62Q: 3 clusters Score -1.254236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -12542353.000000 Penalty: 3801.802002
	Iteration 63Q: 3 clusters Score -1.254235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -12542351.000000 Penalty: 3801.802002
	Iteration 64Q: 3 clusters Score -1.254235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -12542355.000000 Penalty: 3801.802002
	Iteration 65Q: 3 clusters Score -1.254236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -12542371.000000 Penalty: 3801.802002
	Iteration 66Q: 3 clusters Score -1.254237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -12542354.000000 Penalty: 3801.802002
	Iteration 67Q: 3 clusters Score -1.254235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -12542355.000000 Penalty: 3801.802002
	Iteration 68Q: 3 clusters Score -1.254236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -12542346.000000 Penalty: 3801.802002
	Iteration 69Q: 3 clusters Score -1.254235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -12542354.000000 Penalty: 3801.802002
	Iteration 70Q: 3 clusters Score -1.254235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -12542348.000000 Penalty: 3801.802002
	Iteration 71Q: 3 clusters Score -1.254235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -12542347.000000 Penalty: 3801.802002
	Iteration 72Q: 3 clusters Score -1.254235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -12542349.000000 Penalty: 3801.802002
	Iteration 73Q: 3 clusters Score -1.254235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -12542354.000000 Penalty: 3801.802002
	Iteration 74Q: 3 clusters Score -1.254235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -12542349.000000 Penalty: 3801.802002
	Iteration 75Q: 3 clusters Score -1.254235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -12542359.000000 Penalty: 3801.802002
	Iteration 76Q: 3 clusters Score -1.254236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -12542359.000000 Penalty: 3801.802002
	Iteration 77Q: 3 clusters Score -1.254236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -12542359.000000 Penalty: 3801.802002
	Iteration 78F: 3 clusters Score -1.254236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 107506 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 25827 members 
Mstep: Class 37 contains 1408 members 
Mstep: Class 38 contains 12807 members 
Entering Unmasked Estep 
Score: -154020784.000000 Penalty: 87957.890625
Splitting cluster 16 changes total score from -154003216.000000 to -154020784.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (110268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Entering Unmasked Estep 
Score: -11586201.000000 Penalty: 1886.733765
	Iteration 0F: 2 clusters Score -1.15862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -11512943.000000 Penalty: 3773.467529
	Iteration 0F: 3 clusters Score -1.151294e+07 nChanged 52847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -11544219.000000 Penalty: 3773.467529
	Iteration 1F: 3 clusters Score -1.154422e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -11545896.000000 Penalty: 3773.467529
	Iteration 2Q: 3 clusters Score -1.15459e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -11548314.000000 Penalty: 3773.467529
	Iteration 3Q: 3 clusters Score -1.154831e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -11551988.000000 Penalty: 3773.467529
	Iteration 4F: 3 clusters Score -1.155199e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -11557025.000000 Penalty: 3773.467529
	Iteration 5F: 3 clusters Score -1.155702e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -11563846.000000 Penalty: 3773.467529
	Iteration 6F: 3 clusters Score -1.156385e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -11570817.000000 Penalty: 3773.467529
	Iteration 7F: 3 clusters Score -1.157082e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -11575652.000000 Penalty: 3773.467529
	Iteration 8F: 3 clusters Score -1.157565e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -11578081.000000 Penalty: 3773.467529
	Iteration 9Q: 3 clusters Score -1.157808e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -11579546.000000 Penalty: 3773.467529
	Iteration 10Q: 3 clusters Score -1.157955e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -11580805.000000 Penalty: 3773.467529
	Iteration 11Q: 3 clusters Score -1.15808e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -11581703.000000 Penalty: 3773.467529
	Iteration 12Q: 3 clusters Score -1.15817e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -11582171.000000 Penalty: 3773.467529
	Iteration 13Q: 3 clusters Score -1.158217e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -11582428.000000 Penalty: 3773.467529
	Iteration 14Q: 3 clusters Score -1.158243e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -11582649.000000 Penalty: 3773.467529
	Iteration 15Q: 3 clusters Score -1.158265e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -11582774.000000 Penalty: 3773.467529
	Iteration 16Q: 3 clusters Score -1.158277e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -11582827.000000 Penalty: 3773.467529
	Iteration 17Q: 3 clusters Score -1.158283e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -11582887.000000 Penalty: 3773.467529
	Iteration 18Q: 3 clusters Score -1.158289e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -11582910.000000 Penalty: 3773.467529
	Iteration 19Q: 3 clusters Score -1.158291e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -11582919.000000 Penalty: 3773.467529
	Iteration 20F: 3 clusters Score -1.158292e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -11582943.000000 Penalty: 3773.467529
	Iteration 21Q: 3 clusters Score -1.158294e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -11582916.000000 Penalty: 3773.467529
	Iteration 22Q: 3 clusters Score -1.158292e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -11582945.000000 Penalty: 3773.467529
	Iteration 23Q: 3 clusters Score -1.158294e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -11582947.000000 Penalty: 3773.467529
	Iteration 24Q: 3 clusters Score -1.158295e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -11582928.000000 Penalty: 3773.467529
	Iteration 25Q: 3 clusters Score -1.158293e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -11582919.000000 Penalty: 3773.467529
	Iteration 26Q: 3 clusters Score -1.158292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -11582909.000000 Penalty: 3773.467529
	Iteration 27Q: 3 clusters Score -1.158291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -11582909.000000 Penalty: 3773.467529
	Iteration 28Q: 3 clusters Score -1.158291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -11582911.000000 Penalty: 3773.467529
	Iteration 29Q: 3 clusters Score -1.158291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -11582909.000000 Penalty: 3773.467529
	Iteration 30Q: 3 clusters Score -1.158291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -11582907.000000 Penalty: 3773.467529
	Iteration 31Q: 3 clusters Score -1.158291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -11582919.000000 Penalty: 3773.467529
	Iteration 32Q: 3 clusters Score -1.158292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -11582911.000000 Penalty: 3773.467529
	Iteration 33Q: 3 clusters Score -1.158291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -11582923.000000 Penalty: 3773.467529
	Iteration 34Q: 3 clusters Score -1.158292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -11582922.000000 Penalty: 3773.467529
	Iteration 35Q: 3 clusters Score -1.158292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -11582926.000000 Penalty: 3773.467529
	Iteration 36Q: 3 clusters Score -1.158293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -11582933.000000 Penalty: 3773.467529
	Iteration 37Q: 3 clusters Score -1.158293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -11582918.000000 Penalty: 3773.467529
	Iteration 38Q: 3 clusters Score -1.158292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -11582931.000000 Penalty: 3773.467529
	Iteration 39Q: 3 clusters Score -1.158293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -11582936.000000 Penalty: 3773.467529
	Iteration 40F: 3 clusters Score -1.158294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -11582944.000000 Penalty: 3773.467529
	Iteration 41Q: 3 clusters Score -1.158294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -11582942.000000 Penalty: 3773.467529
	Iteration 42Q: 3 clusters Score -1.158294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -11582942.000000 Penalty: 3773.467529
	Iteration 43Q: 3 clusters Score -1.158294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -11582944.000000 Penalty: 3773.467529
	Iteration 44Q: 3 clusters Score -1.158294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -11582948.000000 Penalty: 3773.467529
	Iteration 45Q: 3 clusters Score -1.158295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -11582938.000000 Penalty: 3773.467529
	Iteration 46Q: 3 clusters Score -1.158294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -11582940.000000 Penalty: 3773.467529
	Iteration 47Q: 3 clusters Score -1.158294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -11582940.000000 Penalty: 3773.467529
	Iteration 48Q: 3 clusters Score -1.158294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -11582938.000000 Penalty: 3773.467529
	Iteration 49Q: 3 clusters Score -1.158294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -11582937.000000 Penalty: 3773.467529
	Iteration 50Q: 3 clusters Score -1.158294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -11582945.000000 Penalty: 3773.467529
	Iteration 51Q: 3 clusters Score -1.158294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -11582940.000000 Penalty: 3773.467529
	Iteration 52Q: 3 clusters Score -1.158294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -11582944.000000 Penalty: 3773.467529
	Iteration 53Q: 3 clusters Score -1.158294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -11582944.000000 Penalty: 3773.467529
	Iteration 54F: 3 clusters Score -1.158294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1032880.937500 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -1032881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1025827.875000 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -1025828 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1028277.375000 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -1028277 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1028753.750000 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -1028754 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1029332.750000 Penalty: 2989.733154
	Iteration 3F: 3 clusters Score -1029333 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1029915.625000 Penalty: 2989.733154
	Iteration 4F: 3 clusters Score -1029916 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1030427.437500 Penalty: 2989.733154
	Iteration 5F: 3 clusters Score -1030427 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1030825.312500 Penalty: 2989.733154
	Iteration 6F: 3 clusters Score -1030825 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1031143.437500 Penalty: 2989.733154
	Iteration 7Q: 3 clusters Score -1031143 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1031398.562500 Penalty: 2989.733154
	Iteration 8Q: 3 clusters Score -1031399 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1031618.000000 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -1031618 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1031787.562500 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -1031788 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1031953.625000 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -1031954 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1032133.000000 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -1032133 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1032326.187500 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -1032326 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1032476.937500 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -1032477 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1032564.187500 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -1032564 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1032609.812500 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -1032610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1032636.562500 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -1032637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1032654.562500 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -1032655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1032668.250000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -1032668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1032677.812500 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -1032678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1032686.875000 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -1032687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1032694.000000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -1032694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1032698.500000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -1032698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1032698.312500 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -1032698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1032700.187500 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -1032700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1032702.000000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -1032702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1032703.625000 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -1032704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1032703.625000 Penalty: 2989.733154
	Iteration 28F: 3 clusters Score -1032704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -415408.406250 Penalty: 1365.070557
	Iteration 0F: 2 clusters Score -415408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -411880.281250 Penalty: 2730.141113
	Iteration 0F: 3 clusters Score -411880.3 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -413627.312500 Penalty: 2730.141113
	Iteration 1F: 3 clusters Score -413627.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -414803.593750 Penalty: 2730.141113
	Iteration 2F: 3 clusters Score -414803.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -415661.187500 Penalty: 2730.141113
	Iteration 3F: 3 clusters Score -415661.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -416378.687500 Penalty: 2730.141113
	Iteration 4F: 3 clusters Score -416378.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -417122.687500 Penalty: 2730.141113
	Iteration 5F: 3 clusters Score -417122.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -417656.187500 Penalty: 2730.141113
	Iteration 6Q: 3 clusters Score -417656.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -417830.875000 Penalty: 2730.141113
	Iteration 7Q: 3 clusters Score -417830.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -417875.375000 Penalty: 2730.141113
	Iteration 8Q: 3 clusters Score -417875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -417881.781250 Penalty: 2730.141113
	Iteration 9Q: 3 clusters Score -417881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -417883.281250 Penalty: 2730.141113
	Iteration 10Q: 3 clusters Score -417883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -417883.687500 Penalty: 2730.141113
	Iteration 11Q: 3 clusters Score -417883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -417885.750000 Penalty: 2730.141113
	Iteration 12Q: 3 clusters Score -417885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -417887.500000 Penalty: 2730.141113
	Iteration 13Q: 3 clusters Score -417887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -417888.375000 Penalty: 2730.141113
	Iteration 14Q: 3 clusters Score -417888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -417888.375000 Penalty: 2730.141113
	Iteration 15F: 3 clusters Score -417888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 107506 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 25827 members 
Mstep: Class 37 contains 1408 members 
Mstep: Class 38 contains 12807 members 
Mstep: Class 39 contains 1857 members 
Entering Unmasked Estep 
Score: -154022832.000000 Penalty: 90272.570312
Splitting cluster 19 changes total score from -154003216.000000 to -154022832.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 20 (10265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Entering Unmasked Estep 
Score: -965089.375000 Penalty: 1500.930420
	Iteration 0F: 2 clusters Score -965089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -957870.750000 Penalty: 3001.860840
	Iteration 0F: 3 clusters Score -957870.8 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -961101.750000 Penalty: 3001.860840
	Iteration 1F: 3 clusters Score -961101.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -961784.437500 Penalty: 3001.860840
	Iteration 2F: 3 clusters Score -961784.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -962258.250000 Penalty: 3001.860840
	Iteration 3F: 3 clusters Score -962258.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -962539.437500 Penalty: 3001.860840
	Iteration 4F: 3 clusters Score -962539.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -962748.000000 Penalty: 3001.860840
	Iteration 5Q: 3 clusters Score -962748 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -962864.125000 Penalty: 3001.860840
	Iteration 6Q: 3 clusters Score -962864.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -962942.750000 Penalty: 3001.860840
	Iteration 7Q: 3 clusters Score -962942.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -963003.750000 Penalty: 3001.860840
	Iteration 8Q: 3 clusters Score -963003.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -963050.812500 Penalty: 3001.860840
	Iteration 9Q: 3 clusters Score -963050.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -963092.625000 Penalty: 3001.860840
	Iteration 10Q: 3 clusters Score -963092.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -963122.187500 Penalty: 3001.860840
	Iteration 11Q: 3 clusters Score -963122.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -963152.625000 Penalty: 3001.860840
	Iteration 12Q: 3 clusters Score -963152.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -963182.875000 Penalty: 3001.860840
	Iteration 13Q: 3 clusters Score -963182.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -963207.875000 Penalty: 3001.860840
	Iteration 14Q: 3 clusters Score -963207.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -963230.375000 Penalty: 3001.860840
	Iteration 15Q: 3 clusters Score -963230.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -963255.937500 Penalty: 3001.860840
	Iteration 16Q: 3 clusters Score -963255.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -963289.625000 Penalty: 3001.860840
	Iteration 17Q: 3 clusters Score -963289.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -963325.500000 Penalty: 3001.860840
	Iteration 18Q: 3 clusters Score -963325.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -963367.812500 Penalty: 3001.860840
	Iteration 19Q: 3 clusters Score -963367.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -963415.937500 Penalty: 3001.860840
	Iteration 20F: 3 clusters Score -963415.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -963473.750000 Penalty: 3001.860840
	Iteration 21Q: 3 clusters Score -963473.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -963525.750000 Penalty: 3001.860840
	Iteration 22Q: 3 clusters Score -963525.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -963574.812500 Penalty: 3001.860840
	Iteration 23Q: 3 clusters Score -963574.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -963623.125000 Penalty: 3001.860840
	Iteration 24Q: 3 clusters Score -963623.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -963677.062500 Penalty: 3001.860840
	Iteration 25Q: 3 clusters Score -963677.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -963739.687500 Penalty: 3001.860840
	Iteration 26Q: 3 clusters Score -963739.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -963794.750000 Penalty: 3001.860840
	Iteration 27Q: 3 clusters Score -963794.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -963831.562500 Penalty: 3001.860840
	Iteration 28Q: 3 clusters Score -963831.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -963869.250000 Penalty: 3001.860840
	Iteration 29Q: 3 clusters Score -963869.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -963904.500000 Penalty: 3001.860840
	Iteration 30Q: 3 clusters Score -963904.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -963932.750000 Penalty: 3001.860840
	Iteration 31Q: 3 clusters Score -963932.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -963959.562500 Penalty: 3001.860840
	Iteration 32Q: 3 clusters Score -963959.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -963984.687500 Penalty: 3001.860840
	Iteration 33Q: 3 clusters Score -963984.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -963997.812500 Penalty: 3001.860840
	Iteration 34Q: 3 clusters Score -963997.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -964006.625000 Penalty: 3001.860840
	Iteration 35Q: 3 clusters Score -964006.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -964017.375000 Penalty: 3001.860840
	Iteration 36Q: 3 clusters Score -964017.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -964024.750000 Penalty: 3001.860840
	Iteration 37Q: 3 clusters Score -964024.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -964029.187500 Penalty: 3001.860840
	Iteration 38Q: 3 clusters Score -964029.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -964035.687500 Penalty: 3001.860840
	Iteration 39Q: 3 clusters Score -964035.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -964037.937500 Penalty: 3001.860840
	Iteration 40F: 3 clusters Score -964037.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -964043.625000 Penalty: 3001.860840
	Iteration 41Q: 3 clusters Score -964043.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -964046.875000 Penalty: 3001.860840
	Iteration 42Q: 3 clusters Score -964046.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -964050.687500 Penalty: 3001.860840
	Iteration 43Q: 3 clusters Score -964050.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -964051.375000 Penalty: 3001.860840
	Iteration 44Q: 3 clusters Score -964051.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -964053.250000 Penalty: 3001.860840
	Iteration 45Q: 3 clusters Score -964053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -964057.500000 Penalty: 3001.860840
	Iteration 46Q: 3 clusters Score -964057.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -964057.687500 Penalty: 3001.860840
	Iteration 47Q: 3 clusters Score -964057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -964059.312500 Penalty: 3001.860840
	Iteration 48Q: 3 clusters Score -964059.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -964063.062500 Penalty: 3001.860840
	Iteration 49Q: 3 clusters Score -964063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -964065.250000 Penalty: 3001.860840
	Iteration 50Q: 3 clusters Score -964065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -964063.875000 Penalty: 3001.860840
	Iteration 51Q: 3 clusters Score -964063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -964063.625000 Penalty: 3001.860840
	Iteration 52Q: 3 clusters Score -964063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -964064.437500 Penalty: 3001.860840
	Iteration 53Q: 3 clusters Score -964064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -964067.812500 Penalty: 3001.860840
	Iteration 54Q: 3 clusters Score -964067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -964067.812500 Penalty: 3001.860840
	Iteration 55F: 3 clusters Score -964067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Entering Unmasked Estep 
Score: -904912.562500 Penalty: 1490.655029
	Iteration 0F: 2 clusters Score -904912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -898072.250000 Penalty: 2981.310059
	Iteration 0F: 3 clusters Score -898072.2 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -901203.062500 Penalty: 2981.310059
	Iteration 1F: 3 clusters Score -901203.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -902226.000000 Penalty: 2981.310059
	Iteration 2F: 3 clusters Score -902226 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -903073.312500 Penalty: 2981.310059
	Iteration 3F: 3 clusters Score -903073.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -903587.125000 Penalty: 2981.310059
	Iteration 4F: 3 clusters Score -903587.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -903887.562500 Penalty: 2981.310059
	Iteration 5F: 3 clusters Score -903887.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -904066.062500 Penalty: 2981.310059
	Iteration 6Q: 3 clusters Score -904066.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -904195.125000 Penalty: 2981.310059
	Iteration 7Q: 3 clusters Score -904195.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -904300.375000 Penalty: 2981.310059
	Iteration 8Q: 3 clusters Score -904300.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -904385.625000 Penalty: 2981.310059
	Iteration 9Q: 3 clusters Score -904385.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -904487.250000 Penalty: 2981.310059
	Iteration 10Q: 3 clusters Score -904487.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -904600.375000 Penalty: 2981.310059
	Iteration 11Q: 3 clusters Score -904600.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -904693.812500 Penalty: 2981.310059
	Iteration 12Q: 3 clusters Score -904693.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -904774.125000 Penalty: 2981.310059
	Iteration 13Q: 3 clusters Score -904774.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -904835.812500 Penalty: 2981.310059
	Iteration 14Q: 3 clusters Score -904835.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -904891.250000 Penalty: 2981.310059
	Iteration 15Q: 3 clusters Score -904891.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -904942.000000 Penalty: 2981.310059
	Iteration 16Q: 3 clusters Score -904942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -904989.000000 Penalty: 2981.310059
	Iteration 17Q: 3 clusters Score -904989 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -905030.250000 Penalty: 2981.310059
	Iteration 18Q: 3 clusters Score -905030.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -905054.062500 Penalty: 2981.310059
	Iteration 19Q: 3 clusters Score -905054.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -905079.062500 Penalty: 2981.310059
	Iteration 20F: 3 clusters Score -905079.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -905090.937500 Penalty: 2981.310059
	Iteration 21Q: 3 clusters Score -905090.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -905097.250000 Penalty: 2981.310059
	Iteration 22Q: 3 clusters Score -905097.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -905105.000000 Penalty: 2981.310059
	Iteration 23Q: 3 clusters Score -905105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -905108.812500 Penalty: 2981.310059
	Iteration 24Q: 3 clusters Score -905108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -905110.062500 Penalty: 2981.310059
	Iteration 25Q: 3 clusters Score -905110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -905110.125000 Penalty: 2981.310059
	Iteration 26Q: 3 clusters Score -905110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -905112.687500 Penalty: 2981.310059
	Iteration 27Q: 3 clusters Score -905112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -905114.250000 Penalty: 2981.310059
	Iteration 28Q: 3 clusters Score -905114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -905115.250000 Penalty: 2981.310059
	Iteration 29Q: 3 clusters Score -905115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -905114.125000 Penalty: 2981.310059
	Iteration 30Q: 3 clusters Score -905114.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -905114.750000 Penalty: 2981.310059
	Iteration 31Q: 3 clusters Score -905114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -905115.062500 Penalty: 2981.310059
	Iteration 32Q: 3 clusters Score -905115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -905118.125000 Penalty: 2981.310059
	Iteration 33Q: 3 clusters Score -905118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -905119.750000 Penalty: 2981.310059
	Iteration 34Q: 3 clusters Score -905119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -905121.375000 Penalty: 2981.310059
	Iteration 35Q: 3 clusters Score -905121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -905124.750000 Penalty: 2981.310059
	Iteration 36Q: 3 clusters Score -905124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -905125.250000 Penalty: 2981.310059
	Iteration 37Q: 3 clusters Score -905125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -905126.750000 Penalty: 2981.310059
	Iteration 38Q: 3 clusters Score -905126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -905127.937500 Penalty: 2981.310059
	Iteration 39Q: 3 clusters Score -905127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -905127.125000 Penalty: 2981.310059
	Iteration 40F: 3 clusters Score -905127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -905126.437500 Penalty: 2981.310059
	Iteration 41Q: 3 clusters Score -905126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -905128.375000 Penalty: 2981.310059
	Iteration 42Q: 3 clusters Score -905128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -905126.562500 Penalty: 2981.310059
	Iteration 43Q: 3 clusters Score -905126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -905128.250000 Penalty: 2981.310059
	Iteration 44Q: 3 clusters Score -905128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -905129.187500 Penalty: 2981.310059
	Iteration 45Q: 3 clusters Score -905129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -905129.937500 Penalty: 2981.310059
	Iteration 46Q: 3 clusters Score -905129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -905130.250000 Penalty: 2981.310059
	Iteration 47Q: 3 clusters Score -905130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -905131.500000 Penalty: 2981.310059
	Iteration 48Q: 3 clusters Score -905131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -905134.750000 Penalty: 2981.310059
	Iteration 49Q: 3 clusters Score -905134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -905135.187500 Penalty: 2981.310059
	Iteration 50Q: 3 clusters Score -905135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -905134.875000 Penalty: 2981.310059
	Iteration 51Q: 3 clusters Score -905134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -905136.437500 Penalty: 2981.310059
	Iteration 52Q: 3 clusters Score -905136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -905135.687500 Penalty: 2981.310059
	Iteration 53Q: 3 clusters Score -905135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -905136.000000 Penalty: 2981.310059
	Iteration 54Q: 3 clusters Score -905136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -905137.937500 Penalty: 2981.310059
	Iteration 55Q: 3 clusters Score -905137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -905137.750000 Penalty: 2981.310059
	Iteration 56Q: 3 clusters Score -905137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -905137.062500 Penalty: 2981.310059
	Iteration 57Q: 3 clusters Score -905137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -905138.250000 Penalty: 2981.310059
	Iteration 58Q: 3 clusters Score -905138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -905138.437500 Penalty: 2981.310059
	Iteration 59Q: 3 clusters Score -905138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -905138.437500 Penalty: 2981.310059
	Iteration 60F: 3 clusters Score -905138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 107506 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 17912 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 25827 members 
Mstep: Class 37 contains 1408 members 
Mstep: Class 38 contains 12807 members 
Mstep: Class 39 contains 1857 members 
Mstep: Class 40 contains 3335 members 
Entering Unmasked Estep 
Score: -154022528.000000 Penalty: 92587.257812
Splitting cluster 21 changes total score from -154003216.000000 to -154022528.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (18686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Entering Unmasked Estep 
Score: -1889440.250000 Penalty: 1598.273682
	Iteration 0F: 2 clusters Score -1889440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1876637.125000 Penalty: 3196.547363
	Iteration 0F: 3 clusters Score -1876637 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1881267.375000 Penalty: 3196.547363
	Iteration 1F: 3 clusters Score -1881267 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1881548.625000 Penalty: 3196.547363
	Iteration 2Q: 3 clusters Score -1881549 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1881819.625000 Penalty: 3196.547363
	Iteration 3Q: 3 clusters Score -1881820 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1882105.625000 Penalty: 3196.547363
	Iteration 4Q: 3 clusters Score -1882106 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1882439.375000 Penalty: 3196.547363
	Iteration 5Q: 3 clusters Score -1882439 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1882838.875000 Penalty: 3196.547363
	Iteration 6Q: 3 clusters Score -1882839 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1883304.000000 Penalty: 3196.547363
	Iteration 7Q: 3 clusters Score -1883304 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1883803.750000 Penalty: 3196.547363
	Iteration 8F: 3 clusters Score -1883804 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1884308.000000 Penalty: 3196.547363
	Iteration 9F: 3 clusters Score -1884308 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1884910.500000 Penalty: 3196.547363
	Iteration 10F: 3 clusters Score -1884910 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1885570.875000 Penalty: 3196.547363
	Iteration 11F: 3 clusters Score -1885571 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1886286.375000 Penalty: 3196.547363
	Iteration 12Q: 3 clusters Score -1886286 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1886881.875000 Penalty: 3196.547363
	Iteration 13Q: 3 clusters Score -1886882 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1887348.375000 Penalty: 3196.547363
	Iteration 14Q: 3 clusters Score -1887348 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1887653.125000 Penalty: 3196.547363
	Iteration 15Q: 3 clusters Score -1887653 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1887847.000000 Penalty: 3196.547363
	Iteration 16Q: 3 clusters Score -1887847 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1887995.250000 Penalty: 3196.547363
	Iteration 17Q: 3 clusters Score -1887995 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1888090.500000 Penalty: 3196.547363
	Iteration 18Q: 3 clusters Score -1888090 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1888184.250000 Penalty: 3196.547363
	Iteration 19Q: 3 clusters Score -1888184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1888256.875000 Penalty: 3196.547363
	Iteration 20F: 3 clusters Score -1888257 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1888307.250000 Penalty: 3196.547363
	Iteration 21Q: 3 clusters Score -1888307 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1888354.250000 Penalty: 3196.547363
	Iteration 22Q: 3 clusters Score -1888354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1888399.250000 Penalty: 3196.547363
	Iteration 23Q: 3 clusters Score -1888399 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1888449.000000 Penalty: 3196.547363
	Iteration 24Q: 3 clusters Score -1888449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1888469.000000 Penalty: 3196.547363
	Iteration 25Q: 3 clusters Score -1888469 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1888496.750000 Penalty: 3196.547363
	Iteration 26Q: 3 clusters Score -1888497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1888514.125000 Penalty: 3196.547363
	Iteration 27Q: 3 clusters Score -1888514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1888535.000000 Penalty: 3196.547363
	Iteration 28Q: 3 clusters Score -1888535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1888558.625000 Penalty: 3196.547363
	Iteration 29Q: 3 clusters Score -1888559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1888571.375000 Penalty: 3196.547363
	Iteration 30Q: 3 clusters Score -1888571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1888596.125000 Penalty: 3196.547363
	Iteration 31Q: 3 clusters Score -1888596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1888606.500000 Penalty: 3196.547363
	Iteration 32Q: 3 clusters Score -1888606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1888614.250000 Penalty: 3196.547363
	Iteration 33Q: 3 clusters Score -1888614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1888623.500000 Penalty: 3196.547363
	Iteration 34Q: 3 clusters Score -1888624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1888636.000000 Penalty: 3196.547363
	Iteration 35Q: 3 clusters Score -1888636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1888646.750000 Penalty: 3196.547363
	Iteration 36Q: 3 clusters Score -1888647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1888663.125000 Penalty: 3196.547363
	Iteration 37Q: 3 clusters Score -1888663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1888664.625000 Penalty: 3196.547363
	Iteration 38Q: 3 clusters Score -1888665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1888672.625000 Penalty: 3196.547363
	Iteration 39Q: 3 clusters Score -1888673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1888677.750000 Penalty: 3196.547363
	Iteration 40F: 3 clusters Score -1888678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1888683.875000 Penalty: 3196.547363
	Iteration 41Q: 3 clusters Score -1888684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1888687.250000 Penalty: 3196.547363
	Iteration 42Q: 3 clusters Score -1888687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1888689.000000 Penalty: 3196.547363
	Iteration 43Q: 3 clusters Score -1888689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1888686.500000 Penalty: 3196.547363
	Iteration 44Q: 3 clusters Score -1888686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1888691.875000 Penalty: 3196.547363
	Iteration 45Q: 3 clusters Score -1888692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1888691.500000 Penalty: 3196.547363
	Iteration 46Q: 3 clusters Score -1888692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1888693.250000 Penalty: 3196.547363
	Iteration 47Q: 3 clusters Score -1888693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1888691.125000 Penalty: 3196.547363
	Iteration 48Q: 3 clusters Score -1888691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1888692.250000 Penalty: 3196.547363
	Iteration 49Q: 3 clusters Score -1888692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1888694.375000 Penalty: 3196.547363
	Iteration 50Q: 3 clusters Score -1888694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1888691.250000 Penalty: 3196.547363
	Iteration 51Q: 3 clusters Score -1888691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1888693.000000 Penalty: 3196.547363
	Iteration 52Q: 3 clusters Score -1888693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1888691.125000 Penalty: 3196.547363
	Iteration 53Q: 3 clusters Score -1888691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1888689.875000 Penalty: 3196.547363
	Iteration 54Q: 3 clusters Score -1888690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1888689.875000 Penalty: 3196.547363
	Iteration 55F: 3 clusters Score -1888690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Entering Unmasked Estep 
Score: -443037.531250 Penalty: 1372.565308
	Iteration 0F: 2 clusters Score -443037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -439256.187500 Penalty: 2745.130615
	Iteration 0F: 3 clusters Score -439256.2 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -440467.906250 Penalty: 2745.130615
	Iteration 1F: 3 clusters Score -440467.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -440766.750000 Penalty: 2745.130615
	Iteration 2F: 3 clusters Score -440766.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -441039.593750 Penalty: 2745.130615
	Iteration 3F: 3 clusters Score -441039.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -441298.281250 Penalty: 2745.130615
	Iteration 4F: 3 clusters Score -441298.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -441521.125000 Penalty: 2745.130615
	Iteration 5F: 3 clusters Score -441521.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -441724.062500 Penalty: 2745.130615
	Iteration 6F: 3 clusters Score -441724.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -441903.562500 Penalty: 2745.130615
	Iteration 7Q: 3 clusters Score -441903.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -442034.562500 Penalty: 2745.130615
	Iteration 8Q: 3 clusters Score -442034.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -442156.750000 Penalty: 2745.130615
	Iteration 9Q: 3 clusters Score -442156.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -442275.656250 Penalty: 2745.130615
	Iteration 10Q: 3 clusters Score -442275.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -442375.468750 Penalty: 2745.130615
	Iteration 11Q: 3 clusters Score -442375.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -442440.000000 Penalty: 2745.130615
	Iteration 12Q: 3 clusters Score -442440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -442479.656250 Penalty: 2745.130615
	Iteration 13Q: 3 clusters Score -442479.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -442501.500000 Penalty: 2745.130615
	Iteration 14Q: 3 clusters Score -442501.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -442519.781250 Penalty: 2745.130615
	Iteration 15Q: 3 clusters Score -442519.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -442538.375000 Penalty: 2745.130615
	Iteration 16Q: 3 clusters Score -442538.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -442547.593750 Penalty: 2745.130615
	Iteration 17Q: 3 clusters Score -442547.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -442554.781250 Penalty: 2745.130615
	Iteration 18Q: 3 clusters Score -442554.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -442559.875000 Penalty: 2745.130615
	Iteration 19Q: 3 clusters Score -442559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -442569.937500 Penalty: 2745.130615
	Iteration 20F: 3 clusters Score -442569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -442576.281250 Penalty: 2745.130615
	Iteration 21Q: 3 clusters Score -442576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -442580.281250 Penalty: 2745.130615
	Iteration 22Q: 3 clusters Score -442580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -442585.343750 Penalty: 2745.130615
	Iteration 23Q: 3 clusters Score -442585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -442591.343750 Penalty: 2745.130615
	Iteration 24Q: 3 clusters Score -442591.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -442597.125000 Penalty: 2745.130615
	Iteration 25Q: 3 clusters Score -442597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -442601.906250 Penalty: 2745.130615
	Iteration 26Q: 3 clusters Score -442601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -442607.562500 Penalty: 2745.130615
	Iteration 27Q: 3 clusters Score -442607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -442611.593750 Penalty: 2745.130615
	Iteration 28Q: 3 clusters Score -442611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -442614.281250 Penalty: 2745.130615
	Iteration 29Q: 3 clusters Score -442614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -442616.031250 Penalty: 2745.130615
	Iteration 30Q: 3 clusters Score -442616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -442616.312500 Penalty: 2745.130615
	Iteration 31Q: 3 clusters Score -442616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -442616.750000 Penalty: 2745.130615
	Iteration 32Q: 3 clusters Score -442616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -442617.812500 Penalty: 2745.130615
	Iteration 33Q: 3 clusters Score -442617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -442617.812500 Penalty: 2745.130615
	Iteration 34F: 3 clusters Score -442617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Entering Unmasked Estep 
Score: -2245323.250000 Penalty: 1615.361694
	Iteration 0F: 2 clusters Score -2245323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2231178.250000 Penalty: 3230.723389
	Iteration 0F: 3 clusters Score -2231178 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2236258.000000 Penalty: 3230.723389
	Iteration 1F: 3 clusters Score -2236258 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2236561.750000 Penalty: 3230.723389
	Iteration 2Q: 3 clusters Score -2236562 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2236842.750000 Penalty: 3230.723389
	Iteration 3Q: 3 clusters Score -2236843 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2237120.250000 Penalty: 3230.723389
	Iteration 4Q: 3 clusters Score -2237120 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2237467.750000 Penalty: 3230.723389
	Iteration 5Q: 3 clusters Score -2237468 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2237959.250000 Penalty: 3230.723389
	Iteration 6Q: 3 clusters Score -2237959 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2238729.000000 Penalty: 3230.723389
	Iteration 7F: 3 clusters Score -2238729 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2239750.250000 Penalty: 3230.723389
	Iteration 8F: 3 clusters Score -2239750 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2240835.500000 Penalty: 3230.723389
	Iteration 9F: 3 clusters Score -2240836 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2241843.250000 Penalty: 3230.723389
	Iteration 10F: 3 clusters Score -2241843 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2242520.250000 Penalty: 3230.723389
	Iteration 11Q: 3 clusters Score -2242520 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2242942.000000 Penalty: 3230.723389
	Iteration 12Q: 3 clusters Score -2242942 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2243227.000000 Penalty: 3230.723389
	Iteration 13Q: 3 clusters Score -2243227 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2243418.250000 Penalty: 3230.723389
	Iteration 14Q: 3 clusters Score -2243418 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2243539.250000 Penalty: 3230.723389
	Iteration 15Q: 3 clusters Score -2243539 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2243649.000000 Penalty: 3230.723389
	Iteration 16Q: 3 clusters Score -2243649 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2243733.500000 Penalty: 3230.723389
	Iteration 17Q: 3 clusters Score -2243734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2243782.750000 Penalty: 3230.723389
	Iteration 18Q: 3 clusters Score -2243783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2243820.250000 Penalty: 3230.723389
	Iteration 19Q: 3 clusters Score -2243820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2243841.500000 Penalty: 3230.723389
	Iteration 20F: 3 clusters Score -2243842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2243862.250000 Penalty: 3230.723389
	Iteration 21Q: 3 clusters Score -2243862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2243875.500000 Penalty: 3230.723389
	Iteration 22Q: 3 clusters Score -2243876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2243888.500000 Penalty: 3230.723389
	Iteration 23Q: 3 clusters Score -2243888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2243900.250000 Penalty: 3230.723389
	Iteration 24Q: 3 clusters Score -2243900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2243909.000000 Penalty: 3230.723389
	Iteration 25Q: 3 clusters Score -2243909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2243911.250000 Penalty: 3230.723389
	Iteration 26Q: 3 clusters Score -2243911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2243912.500000 Penalty: 3230.723389
	Iteration 27Q: 3 clusters Score -2243912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2243915.250000 Penalty: 3230.723389
	Iteration 28Q: 3 clusters Score -2243915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2243922.250000 Penalty: 3230.723389
	Iteration 29Q: 3 clusters Score -2243922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2243926.000000 Penalty: 3230.723389
	Iteration 30Q: 3 clusters Score -2243926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2243935.000000 Penalty: 3230.723389
	Iteration 31Q: 3 clusters Score -2243935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2243937.250000 Penalty: 3230.723389
	Iteration 32Q: 3 clusters Score -2243937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2243940.000000 Penalty: 3230.723389
	Iteration 33Q: 3 clusters Score -2243940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2243939.000000 Penalty: 3230.723389
	Iteration 34Q: 3 clusters Score -2243939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2243938.500000 Penalty: 3230.723389
	Iteration 35Q: 3 clusters Score -2243938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2243938.500000 Penalty: 3230.723389
	Iteration 36F: 3 clusters Score -2243938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Entering Unmasked Estep 
Score: -1128614.625000 Penalty: 1519.320923
	Iteration 0F: 2 clusters Score -1128615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1120594.375000 Penalty: 3038.641846
	Iteration 0F: 3 clusters Score -1120594 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1123607.250000 Penalty: 3038.641846
	Iteration 1F: 3 clusters Score -1123607 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1124494.500000 Penalty: 3038.641846
	Iteration 2F: 3 clusters Score -1124494 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1125577.000000 Penalty: 3038.641846
	Iteration 3F: 3 clusters Score -1125577 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1126659.750000 Penalty: 3038.641846
	Iteration 4F: 3 clusters Score -1126660 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1127404.875000 Penalty: 3038.641846
	Iteration 5F: 3 clusters Score -1127405 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1127806.250000 Penalty: 3038.641846
	Iteration 6F: 3 clusters Score -1127806 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1128001.750000 Penalty: 3038.641846
	Iteration 7Q: 3 clusters Score -1128002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1128098.750000 Penalty: 3038.641846
	Iteration 8Q: 3 clusters Score -1128099 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1128158.000000 Penalty: 3038.641846
	Iteration 9Q: 3 clusters Score -1128158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1128194.875000 Penalty: 3038.641846
	Iteration 10Q: 3 clusters Score -1128195 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1128218.375000 Penalty: 3038.641846
	Iteration 11Q: 3 clusters Score -1128218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1128235.375000 Penalty: 3038.641846
	Iteration 12Q: 3 clusters Score -1128235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1128238.375000 Penalty: 3038.641846
	Iteration 13Q: 3 clusters Score -1128238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1128242.375000 Penalty: 3038.641846
	Iteration 14Q: 3 clusters Score -1128242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1128247.875000 Penalty: 3038.641846
	Iteration 15Q: 3 clusters Score -1128248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1128247.000000 Penalty: 3038.641846
	Iteration 16Q: 3 clusters Score -1128247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1128250.625000 Penalty: 3038.641846
	Iteration 17Q: 3 clusters Score -1128251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1128250.500000 Penalty: 3038.641846
	Iteration 18Q: 3 clusters Score -1128250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1128252.375000 Penalty: 3038.641846
	Iteration 19Q: 3 clusters Score -1128252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1128249.875000 Penalty: 3038.641846
	Iteration 20F: 3 clusters Score -1128250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1128249.875000 Penalty: 3038.641846
	Iteration 21Q: 3 clusters Score -1128250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1128251.750000 Penalty: 3038.641846
	Iteration 22Q: 3 clusters Score -1128252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1128250.750000 Penalty: 3038.641846
	Iteration 23Q: 3 clusters Score -1128251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1128251.375000 Penalty: 3038.641846
	Iteration 24Q: 3 clusters Score -1128251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1128252.375000 Penalty: 3038.641846
	Iteration 25Q: 3 clusters Score -1128252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1128252.000000 Penalty: 3038.641846
	Iteration 26Q: 3 clusters Score -1128252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1128254.250000 Penalty: 3038.641846
	Iteration 27Q: 3 clusters Score -1128254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1128255.000000 Penalty: 3038.641846
	Iteration 28Q: 3 clusters Score -1128255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1128256.625000 Penalty: 3038.641846
	Iteration 29Q: 3 clusters Score -1128257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1128258.500000 Penalty: 3038.641846
	Iteration 30Q: 3 clusters Score -1128258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1128255.750000 Penalty: 3038.641846
	Iteration 31Q: 3 clusters Score -1128256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1128258.750000 Penalty: 3038.641846
	Iteration 32Q: 3 clusters Score -1128259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1128259.875000 Penalty: 3038.641846
	Iteration 33Q: 3 clusters Score -1128260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1128258.125000 Penalty: 3038.641846
	Iteration 34Q: 3 clusters Score -1128258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1128259.250000 Penalty: 3038.641846
	Iteration 35Q: 3 clusters Score -1128259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1128259.750000 Penalty: 3038.641846
	Iteration 36Q: 3 clusters Score -1128260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1128261.125000 Penalty: 3038.641846
	Iteration 37Q: 3 clusters Score -1128261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1128259.750000 Penalty: 3038.641846
	Iteration 38Q: 3 clusters Score -1128260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1128259.375000 Penalty: 3038.641846
	Iteration 39Q: 3 clusters Score -1128259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1128260.125000 Penalty: 3038.641846
	Iteration 40F: 3 clusters Score -1128260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1128261.000000 Penalty: 3038.641846
	Iteration 41Q: 3 clusters Score -1128261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1128261.500000 Penalty: 3038.641846
	Iteration 42Q: 3 clusters Score -1128262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1128261.500000 Penalty: 3038.641846
	Iteration 43F: 3 clusters Score -1128262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Entering Unmasked Estep 
Score: -2699420.500000 Penalty: 1667.091797
	Iteration 0F: 2 clusters Score -2699420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2680229.500000 Penalty: 3334.183594
	Iteration 0F: 3 clusters Score -2680230 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2688117.000000 Penalty: 3334.183594
	Iteration 1F: 3 clusters Score -2688117 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2689133.000000 Penalty: 3334.183594
	Iteration 2F: 3 clusters Score -2689133 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2690159.250000 Penalty: 3334.183594
	Iteration 3F: 3 clusters Score -2690159 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2691253.250000 Penalty: 3334.183594
	Iteration 4F: 3 clusters Score -2691253 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2692368.250000 Penalty: 3334.183594
	Iteration 5F: 3 clusters Score -2692368 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2693312.500000 Penalty: 3334.183594
	Iteration 6F: 3 clusters Score -2693312 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2694153.250000 Penalty: 3334.183594
	Iteration 7Q: 3 clusters Score -2694153 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2694867.500000 Penalty: 3334.183594
	Iteration 8Q: 3 clusters Score -2694868 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2695572.000000 Penalty: 3334.183594
	Iteration 9Q: 3 clusters Score -2695572 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2696247.500000 Penalty: 3334.183594
	Iteration 10Q: 3 clusters Score -2696248 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2696889.000000 Penalty: 3334.183594
	Iteration 11Q: 3 clusters Score -2696889 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2697419.750000 Penalty: 3334.183594
	Iteration 12Q: 3 clusters Score -2697420 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2697871.500000 Penalty: 3334.183594
	Iteration 13Q: 3 clusters Score -2697872 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2698230.250000 Penalty: 3334.183594
	Iteration 14Q: 3 clusters Score -2698230 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2698460.250000 Penalty: 3334.183594
	Iteration 15Q: 3 clusters Score -2698460 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -2698635.250000 Penalty: 3334.183594
	Iteration 16Q: 3 clusters Score -2698635 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2698740.250000 Penalty: 3334.183594
	Iteration 17Q: 3 clusters Score -2698740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2698813.000000 Penalty: 3334.183594
	Iteration 18Q: 3 clusters Score -2698813 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -2698858.250000 Penalty: 3334.183594
	Iteration 19Q: 3 clusters Score -2698858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2698891.750000 Penalty: 3334.183594
	Iteration 20F: 3 clusters Score -2698892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -2698919.000000 Penalty: 3334.183594
	Iteration 21Q: 3 clusters Score -2698919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -2698934.750000 Penalty: 3334.183594
	Iteration 22Q: 3 clusters Score -2698935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -2698938.250000 Penalty: 3334.183594
	Iteration 23Q: 3 clusters Score -2698938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2698943.250000 Penalty: 3334.183594
	Iteration 24Q: 3 clusters Score -2698943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -2698950.250000 Penalty: 3334.183594
	Iteration 25Q: 3 clusters Score -2698950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2698959.000000 Penalty: 3334.183594
	Iteration 26Q: 3 clusters Score -2698959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -2698955.500000 Penalty: 3334.183594
	Iteration 27Q: 3 clusters Score -2698956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2698958.500000 Penalty: 3334.183594
	Iteration 28Q: 3 clusters Score -2698958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2698959.750000 Penalty: 3334.183594
	Iteration 29Q: 3 clusters Score -2698960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -2698959.250000 Penalty: 3334.183594
	Iteration 30Q: 3 clusters Score -2698959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -2698958.250000 Penalty: 3334.183594
	Iteration 31Q: 3 clusters Score -2698958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -2698963.250000 Penalty: 3334.183594
	Iteration 32Q: 3 clusters Score -2698963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -2698963.500000 Penalty: 3334.183594
	Iteration 33Q: 3 clusters Score -2698964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -2698967.500000 Penalty: 3334.183594
	Iteration 34Q: 3 clusters Score -2698968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -2698971.250000 Penalty: 3334.183594
	Iteration 35Q: 3 clusters Score -2698971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -2698974.500000 Penalty: 3334.183594
	Iteration 36Q: 3 clusters Score -2698974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2698975.000000 Penalty: 3334.183594
	Iteration 37Q: 3 clusters Score -2698975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -2698973.500000 Penalty: 3334.183594
	Iteration 38Q: 3 clusters Score -2698974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -2698975.500000 Penalty: 3334.183594
	Iteration 39Q: 3 clusters Score -2698976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -2698976.750000 Penalty: 3334.183594
	Iteration 40F: 3 clusters Score -2698977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -2698977.250000 Penalty: 3334.183594
	Iteration 41Q: 3 clusters Score -2698977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2698976.000000 Penalty: 3334.183594
	Iteration 42Q: 3 clusters Score -2698976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -2698978.500000 Penalty: 3334.183594
	Iteration 43Q: 3 clusters Score -2698978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -2698982.250000 Penalty: 3334.183594
	Iteration 44Q: 3 clusters Score -2698982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2698980.750000 Penalty: 3334.183594
	Iteration 45Q: 3 clusters Score -2698981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -2698980.750000 Penalty: 3334.183594
	Iteration 46Q: 3 clusters Score -2698981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -2698981.000000 Penalty: 3334.183594
	Iteration 47Q: 3 clusters Score -2698981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -2698982.750000 Penalty: 3334.183594
	Iteration 48Q: 3 clusters Score -2698983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -2698982.750000 Penalty: 3334.183594
	Iteration 49F: 3 clusters Score -2698983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -758801.812500 Penalty: 1441.710815
	Iteration 0F: 2 clusters Score -758801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -753531.687500 Penalty: 2883.421631
	Iteration 0F: 3 clusters Score -753531.7 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -755167.187500 Penalty: 2883.421631
	Iteration 1F: 3 clusters Score -755167.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -755455.812500 Penalty: 2883.421631
	Iteration 2F: 3 clusters Score -755455.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -755781.000000 Penalty: 2883.421631
	Iteration 3F: 3 clusters Score -755781 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -756152.187500 Penalty: 2883.421631
	Iteration 4F: 3 clusters Score -756152.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -756585.500000 Penalty: 2883.421631
	Iteration 5F: 3 clusters Score -756585.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -757078.312500 Penalty: 2883.421631
	Iteration 6F: 3 clusters Score -757078.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -757581.625000 Penalty: 2883.421631
	Iteration 7F: 3 clusters Score -757581.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -757937.875000 Penalty: 2883.421631
	Iteration 8Q: 3 clusters Score -757937.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -758130.812500 Penalty: 2883.421631
	Iteration 9Q: 3 clusters Score -758130.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -758226.375000 Penalty: 2883.421631
	Iteration 10Q: 3 clusters Score -758226.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -758264.500000 Penalty: 2883.421631
	Iteration 11Q: 3 clusters Score -758264.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -758285.687500 Penalty: 2883.421631
	Iteration 12Q: 3 clusters Score -758285.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -758291.812500 Penalty: 2883.421631
	Iteration 13Q: 3 clusters Score -758291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -758294.937500 Penalty: 2883.421631
	Iteration 14Q: 3 clusters Score -758294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -758296.687500 Penalty: 2883.421631
	Iteration 15Q: 3 clusters Score -758296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -758296.875000 Penalty: 2883.421631
	Iteration 16Q: 3 clusters Score -758296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -758297.687500 Penalty: 2883.421631
	Iteration 17Q: 3 clusters Score -758297.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -758296.312500 Penalty: 2883.421631
	Iteration 18Q: 3 clusters Score -758296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -758296.375000 Penalty: 2883.421631
	Iteration 19Q: 3 clusters Score -758296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -758298.375000 Penalty: 2883.421631
	Iteration 20F: 3 clusters Score -758298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Entering Unmasked Estep 
Score: -3186770.750000 Penalty: 1679.365234
	Iteration 0F: 2 clusters Score -3186771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3166020.000000 Penalty: 3358.730469
	Iteration 0F: 3 clusters Score -3166020 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3174070.500000 Penalty: 3358.730469
	Iteration 1F: 3 clusters Score -3174070 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3174670.000000 Penalty: 3358.730469
	Iteration 2Q: 3 clusters Score -3174670 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3175542.250000 Penalty: 3358.730469
	Iteration 3F: 3 clusters Score -3175542 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3176841.000000 Penalty: 3358.730469
	Iteration 4F: 3 clusters Score -3176841 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3178562.750000 Penalty: 3358.730469
	Iteration 5F: 3 clusters Score -3178563 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3180476.500000 Penalty: 3358.730469
	Iteration 6F: 3 clusters Score -3180476 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3182301.750000 Penalty: 3358.730469
	Iteration 7F: 3 clusters Score -3182302 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3183693.500000 Penalty: 3358.730469
	Iteration 8F: 3 clusters Score -3183694 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3184566.750000 Penalty: 3358.730469
	Iteration 9Q: 3 clusters Score -3184567 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3185069.750000 Penalty: 3358.730469
	Iteration 10Q: 3 clusters Score -3185070 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3185463.750000 Penalty: 3358.730469
	Iteration 11Q: 3 clusters Score -3185464 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3185721.250000 Penalty: 3358.730469
	Iteration 12Q: 3 clusters Score -3185721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3185839.750000 Penalty: 3358.730469
	Iteration 13Q: 3 clusters Score -3185840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3185904.500000 Penalty: 3358.730469
	Iteration 14Q: 3 clusters Score -3185904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3185928.250000 Penalty: 3358.730469
	Iteration 15Q: 3 clusters Score -3185928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3185956.000000 Penalty: 3358.730469
	Iteration 16Q: 3 clusters Score -3185956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3185982.500000 Penalty: 3358.730469
	Iteration 17Q: 3 clusters Score -3185982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3185998.500000 Penalty: 3358.730469
	Iteration 18Q: 3 clusters Score -3185998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3186003.500000 Penalty: 3358.730469
	Iteration 19Q: 3 clusters Score -3186004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3186029.000000 Penalty: 3358.730469
	Iteration 20F: 3 clusters Score -3186029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3186045.750000 Penalty: 3358.730469
	Iteration 21Q: 3 clusters Score -3186046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3186048.500000 Penalty: 3358.730469
	Iteration 22Q: 3 clusters Score -3186048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3186048.750000 Penalty: 3358.730469
	Iteration 23Q: 3 clusters Score -3186049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3186050.250000 Penalty: 3358.730469
	Iteration 24Q: 3 clusters Score -3186050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3186049.750000 Penalty: 3358.730469
	Iteration 25Q: 3 clusters Score -3186050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3186056.250000 Penalty: 3358.730469
	Iteration 26Q: 3 clusters Score -3186056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3186059.500000 Penalty: 3358.730469
	Iteration 27Q: 3 clusters Score -3186060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3186059.250000 Penalty: 3358.730469
	Iteration 28Q: 3 clusters Score -3186059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3186055.750000 Penalty: 3358.730469
	Iteration 29Q: 3 clusters Score -3186056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3186061.500000 Penalty: 3358.730469
	Iteration 30Q: 3 clusters Score -3186062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3186058.750000 Penalty: 3358.730469
	Iteration 31Q: 3 clusters Score -3186059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3186060.000000 Penalty: 3358.730469
	Iteration 32Q: 3 clusters Score -3186060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3186058.000000 Penalty: 3358.730469
	Iteration 33Q: 3 clusters Score -3186058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3186058.000000 Penalty: 3358.730469
	Iteration 34F: 3 clusters Score -3186058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Entering Unmasked Estep 
Score: -11971178.000000 Penalty: 1892.727295
	Iteration 0F: 2 clusters Score -1.197118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -11895187.000000 Penalty: 3785.454590
	Iteration 0F: 3 clusters Score -1.189519e+07 nChanged 54910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -11927549.000000 Penalty: 3785.454590
	Iteration 1F: 3 clusters Score -1.192755e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -11929077.000000 Penalty: 3785.454590
	Iteration 2Q: 3 clusters Score -1.192908e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -11931576.000000 Penalty: 3785.454590
	Iteration 3Q: 3 clusters Score -1.193158e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -11935606.000000 Penalty: 3785.454590
	Iteration 4F: 3 clusters Score -1.193561e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -11941246.000000 Penalty: 3785.454590
	Iteration 5F: 3 clusters Score -1.194125e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -11948736.000000 Penalty: 3785.454590
	Iteration 6F: 3 clusters Score -1.194874e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -11956318.000000 Penalty: 3785.454590
	Iteration 7F: 3 clusters Score -1.195632e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103491 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -11962355.000000 Penalty: 3785.454590
	Iteration 8F: 3 clusters Score -1.196236e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -11966146.000000 Penalty: 3785.454590
	Iteration 9Q: 3 clusters Score -1.196615e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -11968025.000000 Penalty: 3785.454590
	Iteration 10Q: 3 clusters Score -1.196802e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -11969035.000000 Penalty: 3785.454590
	Iteration 11Q: 3 clusters Score -1.196904e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -11969468.000000 Penalty: 3785.454590
	Iteration 12Q: 3 clusters Score -1.196947e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11969702.000000 Penalty: 3785.454590
	Iteration 13Q: 3 clusters Score -1.19697e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112981 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11969862.000000 Penalty: 3785.454590
	Iteration 14Q: 3 clusters Score -1.196986e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11969904.000000 Penalty: 3785.454590
	Iteration 15Q: 3 clusters Score -1.19699e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11969949.000000 Penalty: 3785.454590
	Iteration 16Q: 3 clusters Score -1.196995e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11969976.000000 Penalty: 3785.454590
	Iteration 17Q: 3 clusters Score -1.196998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11970009.000000 Penalty: 3785.454590
	Iteration 18Q: 3 clusters Score -1.197001e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11970022.000000 Penalty: 3785.454590
	Iteration 19Q: 3 clusters Score -1.197002e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113245 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11970045.000000 Penalty: 3785.454590
	Iteration 20F: 3 clusters Score -1.197004e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11970064.000000 Penalty: 3785.454590
	Iteration 21Q: 3 clusters Score -1.197006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11970089.000000 Penalty: 3785.454590
	Iteration 22Q: 3 clusters Score -1.197009e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113303 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11970072.000000 Penalty: 3785.454590
	Iteration 23Q: 3 clusters Score -1.197007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11970075.000000 Penalty: 3785.454590
	Iteration 24Q: 3 clusters Score -1.197008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11970098.000000 Penalty: 3785.454590
	Iteration 25Q: 3 clusters Score -1.19701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113350 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11970122.000000 Penalty: 3785.454590
	Iteration 26Q: 3 clusters Score -1.197012e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11970138.000000 Penalty: 3785.454590
	Iteration 27Q: 3 clusters Score -1.197014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113364 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11970138.000000 Penalty: 3785.454590
	Iteration 28Q: 3 clusters Score -1.197014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11970152.000000 Penalty: 3785.454590
	Iteration 29Q: 3 clusters Score -1.197015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11970175.000000 Penalty: 3785.454590
	Iteration 30Q: 3 clusters Score -1.197018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113396 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11970184.000000 Penalty: 3785.454590
	Iteration 31Q: 3 clusters Score -1.197018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11970188.000000 Penalty: 3785.454590
	Iteration 32Q: 3 clusters Score -1.197019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11970179.000000 Penalty: 3785.454590
	Iteration 33Q: 3 clusters Score -1.197018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11970181.000000 Penalty: 3785.454590
	Iteration 34Q: 3 clusters Score -1.197018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11970199.000000 Penalty: 3785.454590
	Iteration 35Q: 3 clusters Score -1.19702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11970198.000000 Penalty: 3785.454590
	Iteration 36Q: 3 clusters Score -1.19702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113432 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11970212.000000 Penalty: 3785.454590
	Iteration 37Q: 3 clusters Score -1.197021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113437 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11970217.000000 Penalty: 3785.454590
	Iteration 38Q: 3 clusters Score -1.197022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11970218.000000 Penalty: 3785.454590
	Iteration 39Q: 3 clusters Score -1.197022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11970237.000000 Penalty: 3785.454590
	Iteration 40F: 3 clusters Score -1.197024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11970236.000000 Penalty: 3785.454590
	Iteration 41Q: 3 clusters Score -1.197024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11970246.000000 Penalty: 3785.454590
	Iteration 42Q: 3 clusters Score -1.197025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11970252.000000 Penalty: 3785.454590
	Iteration 43Q: 3 clusters Score -1.197025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11970262.000000 Penalty: 3785.454590
	Iteration 44Q: 3 clusters Score -1.197026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11970268.000000 Penalty: 3785.454590
	Iteration 45Q: 3 clusters Score -1.197027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11970271.000000 Penalty: 3785.454590
	Iteration 46Q: 3 clusters Score -1.197027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11970297.000000 Penalty: 3785.454590
	Iteration 47Q: 3 clusters Score -1.19703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113461 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11970303.000000 Penalty: 3785.454590
	Iteration 48Q: 3 clusters Score -1.19703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11970288.000000 Penalty: 3785.454590
	Iteration 49Q: 3 clusters Score -1.197029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113471 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11970286.000000 Penalty: 3785.454590
	Iteration 50Q: 3 clusters Score -1.197029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113475 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11970311.000000 Penalty: 3785.454590
	Iteration 51Q: 3 clusters Score -1.197031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11970322.000000 Penalty: 3785.454590
	Iteration 52Q: 3 clusters Score -1.197032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11970334.000000 Penalty: 3785.454590
	Iteration 53Q: 3 clusters Score -1.197033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11970365.000000 Penalty: 3785.454590
	Iteration 54Q: 3 clusters Score -1.197036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11970384.000000 Penalty: 3785.454590
	Iteration 55Q: 3 clusters Score -1.197038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11970398.000000 Penalty: 3785.454590
	Iteration 56Q: 3 clusters Score -1.19704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11970432.000000 Penalty: 3785.454590
	Iteration 57Q: 3 clusters Score -1.197043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11970465.000000 Penalty: 3785.454590
	Iteration 58Q: 3 clusters Score -1.197046e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11970489.000000 Penalty: 3785.454590
	Iteration 59Q: 3 clusters Score -1.197049e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11970510.000000 Penalty: 3785.454590
	Iteration 60F: 3 clusters Score -1.197051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11970517.000000 Penalty: 3785.454590
	Iteration 61Q: 3 clusters Score -1.197052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113500 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11970526.000000 Penalty: 3785.454590
	Iteration 62Q: 3 clusters Score -1.197053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11970526.000000 Penalty: 3785.454590
	Iteration 63Q: 3 clusters Score -1.197053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11970535.000000 Penalty: 3785.454590
	Iteration 64Q: 3 clusters Score -1.197054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11970538.000000 Penalty: 3785.454590
	Iteration 65Q: 3 clusters Score -1.197054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11970537.000000 Penalty: 3785.454590
	Iteration 66Q: 3 clusters Score -1.197054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11970550.000000 Penalty: 3785.454590
	Iteration 67Q: 3 clusters Score -1.197055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11970552.000000 Penalty: 3785.454590
	Iteration 68Q: 3 clusters Score -1.197055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11970543.000000 Penalty: 3785.454590
	Iteration 69Q: 3 clusters Score -1.197054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11970540.000000 Penalty: 3785.454590
	Iteration 70Q: 3 clusters Score -1.197054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11970536.000000 Penalty: 3785.454590
	Iteration 71Q: 3 clusters Score -1.197054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11970539.000000 Penalty: 3785.454590
	Iteration 72Q: 3 clusters Score -1.197054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11970539.000000 Penalty: 3785.454590
	Iteration 73F: 3 clusters Score -1.197054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Entering Unmasked Estep 
Score: -1698506.625000 Penalty: 1591.399292
	Iteration 0F: 2 clusters Score -1698507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1686465.500000 Penalty: 3182.798584
	Iteration 0F: 3 clusters Score -1686466 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1691204.375000 Penalty: 3182.798584
	Iteration 1F: 3 clusters Score -1691204 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1692338.375000 Penalty: 3182.798584
	Iteration 2F: 3 clusters Score -1692338 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1694028.000000 Penalty: 3182.798584
	Iteration 3F: 3 clusters Score -1694028 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1695503.125000 Penalty: 3182.798584
	Iteration 4F: 3 clusters Score -1695503 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1696597.750000 Penalty: 3182.798584
	Iteration 5F: 3 clusters Score -1696598 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1697547.875000 Penalty: 3182.798584
	Iteration 6F: 3 clusters Score -1697548 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1698396.000000 Penalty: 3182.798584
	Iteration 7F: 3 clusters Score -1698396 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1699167.125000 Penalty: 3182.798584
	Iteration 8Q: 3 clusters Score -1699167 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1699838.875000 Penalty: 3182.798584
	Iteration 9Q: 3 clusters Score -1699839 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1700362.500000 Penalty: 3182.798584
	Iteration 10Q: 3 clusters Score -1700362 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1700759.750000 Penalty: 3182.798584
	Iteration 11Q: 3 clusters Score -1700760 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1701041.750000 Penalty: 3182.798584
	Iteration 12Q: 3 clusters Score -1701042 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1701260.625000 Penalty: 3182.798584
	Iteration 13Q: 3 clusters Score -1701261 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1701464.000000 Penalty: 3182.798584
	Iteration 14Q: 3 clusters Score -1701464 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1701642.625000 Penalty: 3182.798584
	Iteration 15Q: 3 clusters Score -1701643 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1701818.750000 Penalty: 3182.798584
	Iteration 16Q: 3 clusters Score -1701819 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1701983.625000 Penalty: 3182.798584
	Iteration 17Q: 3 clusters Score -1701984 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1702170.125000 Penalty: 3182.798584
	Iteration 18Q: 3 clusters Score -1702170 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1702337.750000 Penalty: 3182.798584
	Iteration 19Q: 3 clusters Score -1702338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1702523.625000 Penalty: 3182.798584
	Iteration 20F: 3 clusters Score -1702524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1702686.375000 Penalty: 3182.798584
	Iteration 21Q: 3 clusters Score -1702686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1702827.250000 Penalty: 3182.798584
	Iteration 22Q: 3 clusters Score -1702827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1702926.250000 Penalty: 3182.798584
	Iteration 23Q: 3 clusters Score -1702926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1702987.375000 Penalty: 3182.798584
	Iteration 24Q: 3 clusters Score -1702987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1703027.875000 Penalty: 3182.798584
	Iteration 25Q: 3 clusters Score -1703028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1703045.875000 Penalty: 3182.798584
	Iteration 26Q: 3 clusters Score -1703046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1703056.500000 Penalty: 3182.798584
	Iteration 27Q: 3 clusters Score -1703056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1703067.875000 Penalty: 3182.798584
	Iteration 28Q: 3 clusters Score -1703068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1703081.250000 Penalty: 3182.798584
	Iteration 29Q: 3 clusters Score -1703081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1703081.250000 Penalty: 3182.798584
	Iteration 30Q: 3 clusters Score -1703081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1703085.125000 Penalty: 3182.798584
	Iteration 31Q: 3 clusters Score -1703085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1703091.750000 Penalty: 3182.798584
	Iteration 32Q: 3 clusters Score -1703092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1703088.250000 Penalty: 3182.798584
	Iteration 33Q: 3 clusters Score -1703088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1703093.625000 Penalty: 3182.798584
	Iteration 34Q: 3 clusters Score -1703094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1703097.750000 Penalty: 3182.798584
	Iteration 35Q: 3 clusters Score -1703098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1703094.625000 Penalty: 3182.798584
	Iteration 36Q: 3 clusters Score -1703095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1703103.875000 Penalty: 3182.798584
	Iteration 37Q: 3 clusters Score -1703104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1703108.125000 Penalty: 3182.798584
	Iteration 38Q: 3 clusters Score -1703108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1703114.000000 Penalty: 3182.798584
	Iteration 39Q: 3 clusters Score -1703114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1703113.375000 Penalty: 3182.798584
	Iteration 40F: 3 clusters Score -1703113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1703116.125000 Penalty: 3182.798584
	Iteration 41Q: 3 clusters Score -1703116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1703116.500000 Penalty: 3182.798584
	Iteration 42Q: 3 clusters Score -1703116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1703116.500000 Penalty: 3182.798584
	Iteration 43F: 3 clusters Score -1703116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 107506 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 14800 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 40424 members 
Mstep: Class 35 contains 4022 members 
Mstep: Class 36 contains 25827 members 
Mstep: Class 37 contains 1408 members 
Mstep: Class 38 contains 12807 members 
Mstep: Class 39 contains 1857 members 
Mstep: Class 40 contains 3335 members 
Mstep: Class 41 contains 3112 members 
Entering Unmasked Estep 
Score: -154026400.000000 Penalty: 94901.937500
Splitting cluster 30 changes total score from -154003216.000000 to -154026400.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (10466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Entering Unmasked Estep 
Score: -987674.312500 Penalty: 1504.081665
	Iteration 0F: 2 clusters Score -987674.3 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 5196 members 
Entering Unmasked Estep 
Score: -980313.937500 Penalty: 3008.163330
	Iteration 0F: 3 clusters Score -980313.9 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -983158.375000 Penalty: 3008.163330
	Iteration 1F: 3 clusters Score -983158.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -984010.812500 Penalty: 3008.163330
	Iteration 2F: 3 clusters Score -984010.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -984903.937500 Penalty: 3008.163330
	Iteration 3F: 3 clusters Score -984903.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -985609.750000 Penalty: 3008.163330
	Iteration 4F: 3 clusters Score -985609.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -986084.562500 Penalty: 3008.163330
	Iteration 5F: 3 clusters Score -986084.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -986363.625000 Penalty: 3008.163330
	Iteration 6Q: 3 clusters Score -986363.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -986568.875000 Penalty: 3008.163330
	Iteration 7Q: 3 clusters Score -986568.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -986774.750000 Penalty: 3008.163330
	Iteration 8Q: 3 clusters Score -986774.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -986903.687500 Penalty: 3008.163330
	Iteration 9Q: 3 clusters Score -986903.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -986965.250000 Penalty: 3008.163330
	Iteration 10Q: 3 clusters Score -986965.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -986987.937500 Penalty: 3008.163330
	Iteration 11Q: 3 clusters Score -986987.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -987006.750000 Penalty: 3008.163330
	Iteration 12Q: 3 clusters Score -987006.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -987014.937500 Penalty: 3008.163330
	Iteration 13Q: 3 clusters Score -987014.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -987019.125000 Penalty: 3008.163330
	Iteration 14Q: 3 clusters Score -987019.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -987022.312500 Penalty: 3008.163330
	Iteration 15Q: 3 clusters Score -987022.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -987028.625000 Penalty: 3008.163330
	Iteration 16Q: 3 clusters Score -987028.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -987029.375000 Penalty: 3008.163330
	Iteration 17Q: 3 clusters Score -987029.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -987033.000000 Penalty: 3008.163330
	Iteration 18Q: 3 clusters Score -987033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -987032.375000 Penalty: 3008.163330
	Iteration 19Q: 3 clusters Score -987032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -987032.812500 Penalty: 3008.163330
	Iteration 20F: 3 clusters Score -987032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -987034.562500 Penalty: 3008.163330
	Iteration 21Q: 3 clusters Score -987034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -987035.437500 Penalty: 3008.163330
	Iteration 22Q: 3 clusters Score -987035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -987035.312500 Penalty: 3008.163330
	Iteration 23Q: 3 clusters Score -987035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -987036.000000 Penalty: 3008.163330
	Iteration 24Q: 3 clusters Score -987036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -987036.000000 Penalty: 3008.163330
	Iteration 25F: 3 clusters Score -987036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1138063.500000 Penalty: 1519.405762
	Iteration 0F: 2 clusters Score -1138064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1129961.000000 Penalty: 3038.811523
	Iteration 0F: 3 clusters Score -1129961 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1132895.875000 Penalty: 3038.811523
	Iteration 1F: 3 clusters Score -1132896 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1133439.250000 Penalty: 3038.811523
	Iteration 2F: 3 clusters Score -1133439 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1134043.500000 Penalty: 3038.811523
	Iteration 3F: 3 clusters Score -1134044 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1134684.250000 Penalty: 3038.811523
	Iteration 4F: 3 clusters Score -1134684 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1135456.500000 Penalty: 3038.811523
	Iteration 5F: 3 clusters Score -1135456 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1136312.875000 Penalty: 3038.811523
	Iteration 6F: 3 clusters Score -1136313 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1136926.625000 Penalty: 3038.811523
	Iteration 7F: 3 clusters Score -1136927 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1137269.125000 Penalty: 3038.811523
	Iteration 8Q: 3 clusters Score -1137269 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1137425.625000 Penalty: 3038.811523
	Iteration 9Q: 3 clusters Score -1137426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1137505.750000 Penalty: 3038.811523
	Iteration 10Q: 3 clusters Score -1137506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1137554.500000 Penalty: 3038.811523
	Iteration 11Q: 3 clusters Score -1137554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1137581.875000 Penalty: 3038.811523
	Iteration 12Q: 3 clusters Score -1137582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1137602.875000 Penalty: 3038.811523
	Iteration 13Q: 3 clusters Score -1137603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1137617.250000 Penalty: 3038.811523
	Iteration 14Q: 3 clusters Score -1137617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1137629.375000 Penalty: 3038.811523
	Iteration 15Q: 3 clusters Score -1137629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1137632.875000 Penalty: 3038.811523
	Iteration 16Q: 3 clusters Score -1137633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1137638.250000 Penalty: 3038.811523
	Iteration 17Q: 3 clusters Score -1137638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1137654.625000 Penalty: 3038.811523
	Iteration 18Q: 3 clusters Score -1137655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1137665.125000 Penalty: 3038.811523
	Iteration 19Q: 3 clusters Score -1137665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1137676.625000 Penalty: 3038.811523
	Iteration 20F: 3 clusters Score -1137677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1137688.000000 Penalty: 3038.811523
	Iteration 21Q: 3 clusters Score -1137688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1137696.750000 Penalty: 3038.811523
	Iteration 22Q: 3 clusters Score -1137697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1137703.625000 Penalty: 3038.811523
	Iteration 23Q: 3 clusters Score -1137704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1137707.125000 Penalty: 3038.811523
	Iteration 24Q: 3 clusters Score -1137707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1137710.000000 Penalty: 3038.811523
	Iteration 25Q: 3 clusters Score -1137710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1137712.500000 Penalty: 3038.811523
	Iteration 26Q: 3 clusters Score -1137712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1137722.625000 Penalty: 3038.811523
	Iteration 27Q: 3 clusters Score -1137723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1137728.250000 Penalty: 3038.811523
	Iteration 28Q: 3 clusters Score -1137728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1137729.375000 Penalty: 3038.811523
	Iteration 29Q: 3 clusters Score -1137729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1137732.625000 Penalty: 3038.811523
	Iteration 30Q: 3 clusters Score -1137733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1137737.125000 Penalty: 3038.811523
	Iteration 31Q: 3 clusters Score -1137737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1137740.500000 Penalty: 3038.811523
	Iteration 32Q: 3 clusters Score -1137740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1137741.500000 Penalty: 3038.811523
	Iteration 33Q: 3 clusters Score -1137742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1137740.125000 Penalty: 3038.811523
	Iteration 34Q: 3 clusters Score -1137740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1137743.000000 Penalty: 3038.811523
	Iteration 35Q: 3 clusters Score -1137743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1137742.375000 Penalty: 3038.811523
	Iteration 36Q: 3 clusters Score -1137742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1137742.375000 Penalty: 3038.811523
	Iteration 37Q: 3 clusters Score -1137742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1137742.750000 Penalty: 3038.811523
	Iteration 38Q: 3 clusters Score -1137743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1137742.125000 Penalty: 3038.811523
	Iteration 39Q: 3 clusters Score -1137742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1137742.125000 Penalty: 3038.811523
	Iteration 40F: 3 clusters Score -1137742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 32855 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 127936 members 
Mstep: Class 10 contains 13839 members 
Mstep: Class 11 contains 89279 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 118444 members 
Mstep: Class 14 contains 68373 members 
Mstep: Class 15 contains 182940 members 
Mstep: Class 16 contains 107506 members 
Mstep: Class 17 contains 110268 members 
Mstep: Class 18 contains 9889 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 18686 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 20758 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 28539 members 
Mstep: Class 27 contains 7130 members 
Mstep: Class 28 contains 30778 members 
Mstep: Class 29 contains 114411 members 
Mstep: Class 30 contains 14800 members 
Mstep: Class 31 contains 10466 members 
Mstep: Class 32 contains 11501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154036704.000000 Penalty: 94901.937500
Iteration 79Q: 42 clusters Score -1.540367e+08 nChanged 23500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 5844 members 
Mstep: Class 3 contains 34393 members 
Mstep: Class 4 contains 15987 members 
Mstep: Class 5 contains 32849 members 
Mstep: Class 6 contains 71215 members 
Mstep: Class 7 contains 38156 members 
Mstep: Class 8 contains 10595 members 
Mstep: Class 9 contains 127678 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 89067 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 118906 members 
Mstep: Class 14 contains 68285 members 
Mstep: Class 15 contains 181958 members 
Mstep: Class 16 contains 107196 members 
Mstep: Class 17 contains 107850 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 10189 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 20761 members 
Mstep: Class 25 contains 11605 members 
Mstep: Class 26 contains 28680 members 
Mstep: Class 27 contains 7128 members 
Mstep: Class 28 contains 30748 members 
Mstep: Class 29 contains 114551 members 
Mstep: Class 30 contains 16390 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 11330 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 39659 members 
Mstep: Class 35 contains 3866 members 
Mstep: Class 36 contains 25191 members 
Mstep: Class 37 contains 1397 members 
Mstep: Class 38 contains 12555 members 
Mstep: Class 39 contains 1788 members 
Mstep: Class 40 contains 3140 members 
Mstep: Class 41 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154045568.000000 Penalty: 94901.937500
Iteration 80F: 42 clusters Score -1.540456e+08 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 113654 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 34141 members 
Mstep: Class 4 contains 15695 members 
Mstep: Class 5 contains 32747 members 
Mstep: Class 6 contains 71210 members 
Mstep: Class 7 contains 38027 members 
Mstep: Class 8 contains 10766 members 
Mstep: Class 9 contains 127406 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 88172 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 118953 members 
Mstep: Class 14 contains 68278 members 
Mstep: Class 15 contains 181456 members 
Mstep: Class 16 contains 106444 members 
Mstep: Class 17 contains 105243 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 9937 members 
Mstep: Class 21 contains 6921 members 
Mstep: Class 22 contains 18779 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 20248 members 
Mstep: Class 25 contains 11430 members 
Mstep: Class 26 contains 27948 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 30743 members 
Mstep: Class 29 contains 114661 members 
Mstep: Class 30 contains 16706 members 
Mstep: Class 31 contains 10386 members 
Mstep: Class 32 contains 11003 members 
Mstep: Class 33 contains 3486 members 
Mstep: Class 34 contains 40458 members 
Mstep: Class 35 contains 4332 members 
Mstep: Class 36 contains 26081 members 
Mstep: Class 37 contains 1757 members 
Mstep: Class 38 contains 13232 members 
Mstep: Class 39 contains 2070 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050416.000000 Penalty: 94901.937500
Iteration 81Q: 42 clusters Score -1.540504e+08 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 33904 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 32633 members 
Mstep: Class 6 contains 71178 members 
Mstep: Class 7 contains 37932 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 127234 members 
Mstep: Class 10 contains 14549 members 
Mstep: Class 11 contains 87386 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 119033 members 
Mstep: Class 14 contains 68245 members 
Mstep: Class 15 contains 181002 members 
Mstep: Class 16 contains 105777 members 
Mstep: Class 17 contains 102558 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 9822 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 18704 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 19916 members 
Mstep: Class 25 contains 11296 members 
Mstep: Class 26 contains 27502 members 
Mstep: Class 27 contains 7122 members 
Mstep: Class 28 contains 30700 members 
Mstep: Class 29 contains 114694 members 
Mstep: Class 30 contains 17301 members 
Mstep: Class 31 contains 10309 members 
Mstep: Class 32 contains 10772 members 
Mstep: Class 33 contains 3713 members 
Mstep: Class 34 contains 40864 members 
Mstep: Class 35 contains 4644 members 
Mstep: Class 36 contains 26647 members 
Mstep: Class 37 contains 1957 members 
Mstep: Class 38 contains 13753 members 
Mstep: Class 39 contains 2234 members 
Mstep: Class 40 contains 3523 members 
Mstep: Class 41 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051904.000000 Penalty: 94901.937500
Iteration 82Q: 42 clusters Score -1.540519e+08 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 33616 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 32522 members 
Mstep: Class 6 contains 71125 members 
Mstep: Class 7 contains 37850 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 9 contains 127068 members 
Mstep: Class 10 contains 14645 members 
Mstep: Class 11 contains 86639 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 119108 members 
Mstep: Class 14 contains 68204 members 
Mstep: Class 15 contains 180666 members 
Mstep: Class 16 contains 105183 members 
Mstep: Class 17 contains 99918 members 
Mstep: Class 18 contains 10050 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 9801 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 18693 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 19652 members 
Mstep: Class 25 contains 11203 members 
Mstep: Class 26 contains 27079 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 30679 members 
Mstep: Class 29 contains 114687 members 
Mstep: Class 30 contains 17977 members 
Mstep: Class 31 contains 10222 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 41128 members 
Mstep: Class 35 contains 4855 members 
Mstep: Class 36 contains 27100 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 14243 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 3653 members 
Mstep: Class 41 contains 3084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053552.000000 Penalty: 94901.937500
Iteration 83Q: 42 clusters Score -1.540536e+08 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 33343 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 32424 members 
Mstep: Class 6 contains 71082 members 
Mstep: Class 7 contains 37760 members 
Mstep: Class 8 contains 11213 members 
Mstep: Class 9 contains 126939 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 85990 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 119162 members 
Mstep: Class 14 contains 68171 members 
Mstep: Class 15 contains 180384 members 
Mstep: Class 16 contains 104604 members 
Mstep: Class 17 contains 97304 members 
Mstep: Class 18 contains 10081 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 9828 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 18682 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 19434 members 
Mstep: Class 25 contains 11133 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 30631 members 
Mstep: Class 29 contains 114647 members 
Mstep: Class 30 contains 18696 members 
Mstep: Class 31 contains 10120 members 
Mstep: Class 32 contains 10463 members 
Mstep: Class 33 contains 4031 members 
Mstep: Class 34 contains 41290 members 
Mstep: Class 35 contains 5035 members 
Mstep: Class 36 contains 27455 members 
Mstep: Class 37 contains 2196 members 
Mstep: Class 38 contains 14746 members 
Mstep: Class 39 contains 2500 members 
Mstep: Class 40 contains 3742 members 
Mstep: Class 41 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055952.000000 Penalty: 94901.937500
Iteration 84Q: 42 clusters Score -1.54056e+08 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 125660 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 33128 members 
Mstep: Class 4 contains 15359 members 
Mstep: Class 5 contains 32334 members 
Mstep: Class 6 contains 71018 members 
Mstep: Class 7 contains 37686 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 126833 members 
Mstep: Class 10 contains 14757 members 
Mstep: Class 11 contains 85421 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 119229 members 
Mstep: Class 14 contains 68135 members 
Mstep: Class 15 contains 180084 members 
Mstep: Class 16 contains 104061 members 
Mstep: Class 17 contains 94716 members 
Mstep: Class 18 contains 10107 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 9847 members 
Mstep: Class 21 contains 7545 members 
Mstep: Class 22 contains 18690 members 
Mstep: Class 23 contains 4393 members 
Mstep: Class 24 contains 19216 members 
Mstep: Class 25 contains 11084 members 
Mstep: Class 26 contains 26278 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30609 members 
Mstep: Class 29 contains 114578 members 
Mstep: Class 30 contains 19406 members 
Mstep: Class 31 contains 10047 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 4150 members 
Mstep: Class 34 contains 41403 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 27747 members 
Mstep: Class 37 contains 2270 members 
Mstep: Class 38 contains 15266 members 
Mstep: Class 39 contains 2622 members 
Mstep: Class 40 contains 3833 members 
Mstep: Class 41 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056896.000000 Penalty: 94901.937500
Iteration 85Q: 42 clusters Score -1.540569e+08 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 128535 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 32913 members 
Mstep: Class 4 contains 15320 members 
Mstep: Class 5 contains 32227 members 
Mstep: Class 6 contains 70980 members 
Mstep: Class 7 contains 37619 members 
Mstep: Class 8 contains 11443 members 
Mstep: Class 9 contains 126748 members 
Mstep: Class 10 contains 14779 members 
Mstep: Class 11 contains 84901 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 119263 members 
Mstep: Class 14 contains 68117 members 
Mstep: Class 15 contains 179829 members 
Mstep: Class 16 contains 103584 members 
Mstep: Class 17 contains 92225 members 
Mstep: Class 18 contains 10146 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 9859 members 
Mstep: Class 21 contains 7639 members 
Mstep: Class 22 contains 18723 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 19048 members 
Mstep: Class 25 contains 11045 members 
Mstep: Class 26 contains 25828 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30569 members 
Mstep: Class 29 contains 114492 members 
Mstep: Class 30 contains 20110 members 
Mstep: Class 31 contains 9984 members 
Mstep: Class 32 contains 10283 members 
Mstep: Class 33 contains 4249 members 
Mstep: Class 34 contains 41488 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 28035 members 
Mstep: Class 37 contains 2316 members 
Mstep: Class 38 contains 15739 members 
Mstep: Class 39 contains 2732 members 
Mstep: Class 40 contains 3907 members 
Mstep: Class 41 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059360.000000 Penalty: 94901.937500
Iteration 86Q: 42 clusters Score -1.540594e+08 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 131443 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 32712 members 
Mstep: Class 4 contains 15283 members 
Mstep: Class 5 contains 32139 members 
Mstep: Class 6 contains 70957 members 
Mstep: Class 7 contains 37556 members 
Mstep: Class 8 contains 11518 members 
Mstep: Class 9 contains 126621 members 
Mstep: Class 10 contains 14788 members 
Mstep: Class 11 contains 84434 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 119311 members 
Mstep: Class 14 contains 68113 members 
Mstep: Class 15 contains 179562 members 
Mstep: Class 16 contains 103117 members 
Mstep: Class 17 contains 89696 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 18792 members 
Mstep: Class 23 contains 4276 members 
Mstep: Class 24 contains 18935 members 
Mstep: Class 25 contains 11017 members 
Mstep: Class 26 contains 25376 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 30544 members 
Mstep: Class 29 contains 114412 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 9930 members 
Mstep: Class 32 contains 10233 members 
Mstep: Class 33 contains 4323 members 
Mstep: Class 34 contains 41549 members 
Mstep: Class 35 contains 5438 members 
Mstep: Class 36 contains 28281 members 
Mstep: Class 37 contains 2357 members 
Mstep: Class 38 contains 16183 members 
Mstep: Class 39 contains 2834 members 
Mstep: Class 40 contains 3951 members 
Mstep: Class 41 contains 3019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060576.000000 Penalty: 94901.937500
Iteration 87Q: 42 clusters Score -1.540606e+08 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 134137 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 32542 members 
Mstep: Class 4 contains 15260 members 
Mstep: Class 5 contains 32072 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 37516 members 
Mstep: Class 8 contains 11595 members 
Mstep: Class 9 contains 126487 members 
Mstep: Class 10 contains 14810 members 
Mstep: Class 11 contains 84028 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 119391 members 
Mstep: Class 14 contains 68111 members 
Mstep: Class 15 contains 179291 members 
Mstep: Class 16 contains 102685 members 
Mstep: Class 17 contains 87307 members 
Mstep: Class 18 contains 10197 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 9935 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 22 contains 18828 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 18850 members 
Mstep: Class 25 contains 10998 members 
Mstep: Class 26 contains 24931 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30525 members 
Mstep: Class 29 contains 114338 members 
Mstep: Class 30 contains 21480 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 10190 members 
Mstep: Class 33 contains 4389 members 
Mstep: Class 34 contains 41584 members 
Mstep: Class 35 contains 5542 members 
Mstep: Class 36 contains 28499 members 
Mstep: Class 37 contains 2379 members 
Mstep: Class 38 contains 16583 members 
Mstep: Class 39 contains 2914 members 
Mstep: Class 40 contains 3986 members 
Mstep: Class 41 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061760.000000 Penalty: 94901.937500
Iteration 88Q: 42 clusters Score -1.540618e+08 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 136736 members 
Mstep: Class 2 contains 6075 members 
Mstep: Class 3 contains 32382 members 
Mstep: Class 4 contains 15244 members 
Mstep: Class 5 contains 32013 members 
Mstep: Class 6 contains 70913 members 
Mstep: Class 7 contains 37478 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 9 contains 126354 members 
Mstep: Class 10 contains 14830 members 
Mstep: Class 11 contains 83658 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 119490 members 
Mstep: Class 14 contains 68102 members 
Mstep: Class 15 contains 179082 members 
Mstep: Class 16 contains 102289 members 
Mstep: Class 17 contains 84978 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 9952 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 18870 members 
Mstep: Class 23 contains 4181 members 
Mstep: Class 24 contains 18772 members 
Mstep: Class 25 contains 10983 members 
Mstep: Class 26 contains 24520 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 30493 members 
Mstep: Class 29 contains 114246 members 
Mstep: Class 30 contains 22120 members 
Mstep: Class 31 contains 9860 members 
Mstep: Class 32 contains 10166 members 
Mstep: Class 33 contains 4445 members 
Mstep: Class 34 contains 41617 members 
Mstep: Class 35 contains 5624 members 
Mstep: Class 36 contains 28677 members 
Mstep: Class 37 contains 2393 members 
Mstep: Class 38 contains 16972 members 
Mstep: Class 39 contains 2972 members 
Mstep: Class 40 contains 4024 members 
Mstep: Class 41 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063072.000000 Penalty: 94901.937500
Iteration 89Q: 42 clusters Score -1.540631e+08 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 32238 members 
Mstep: Class 4 contains 15239 members 
Mstep: Class 5 contains 31990 members 
Mstep: Class 6 contains 70890 members 
Mstep: Class 7 contains 37457 members 
Mstep: Class 8 contains 11725 members 
Mstep: Class 9 contains 126271 members 
Mstep: Class 10 contains 14857 members 
Mstep: Class 11 contains 83330 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 119562 members 
Mstep: Class 14 contains 68105 members 
Mstep: Class 15 contains 178865 members 
Mstep: Class 16 contains 101943 members 
Mstep: Class 17 contains 82748 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 7855 members 
Mstep: Class 22 contains 18919 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 18696 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 24132 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 30473 members 
Mstep: Class 29 contains 114122 members 
Mstep: Class 30 contains 22737 members 
Mstep: Class 31 contains 9813 members 
Mstep: Class 32 contains 10141 members 
Mstep: Class 33 contains 4483 members 
Mstep: Class 34 contains 41648 members 
Mstep: Class 35 contains 5692 members 
Mstep: Class 36 contains 28831 members 
Mstep: Class 37 contains 2404 members 
Mstep: Class 38 contains 17338 members 
Mstep: Class 39 contains 3004 members 
Mstep: Class 40 contains 4072 members 
Mstep: Class 41 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064080.000000 Penalty: 94901.937500
Iteration 90Q: 42 clusters Score -1.540641e+08 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 32092 members 
Mstep: Class 4 contains 15220 members 
Mstep: Class 5 contains 31981 members 
Mstep: Class 6 contains 70845 members 
Mstep: Class 7 contains 37449 members 
Mstep: Class 8 contains 11752 members 
Mstep: Class 9 contains 126235 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 83064 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 119626 members 
Mstep: Class 14 contains 68090 members 
Mstep: Class 15 contains 178687 members 
Mstep: Class 16 contains 101623 members 
Mstep: Class 17 contains 80660 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 3092 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 18982 members 
Mstep: Class 23 contains 4057 members 
Mstep: Class 24 contains 18635 members 
Mstep: Class 25 contains 10967 members 
Mstep: Class 26 contains 23786 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30458 members 
Mstep: Class 29 contains 114034 members 
Mstep: Class 30 contains 23269 members 
Mstep: Class 31 contains 9770 members 
Mstep: Class 32 contains 10124 members 
Mstep: Class 33 contains 4504 members 
Mstep: Class 34 contains 41707 members 
Mstep: Class 35 contains 5750 members 
Mstep: Class 36 contains 28980 members 
Mstep: Class 37 contains 2414 members 
Mstep: Class 38 contains 17648 members 
Mstep: Class 39 contains 3033 members 
Mstep: Class 40 contains 4123 members 
Mstep: Class 41 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065184.000000 Penalty: 94901.937500
Iteration 91Q: 42 clusters Score -1.540652e+08 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 6193 members 
Mstep: Class 3 contains 31957 members 
Mstep: Class 4 contains 15209 members 
Mstep: Class 5 contains 31969 members 
Mstep: Class 6 contains 70805 members 
Mstep: Class 7 contains 37462 members 
Mstep: Class 8 contains 11774 members 
Mstep: Class 9 contains 126125 members 
Mstep: Class 10 contains 14883 members 
Mstep: Class 11 contains 82884 members 
Mstep: Class 12 contains 1840 members 
Mstep: Class 13 contains 119669 members 
Mstep: Class 14 contains 68078 members 
Mstep: Class 15 contains 178489 members 
Mstep: Class 16 contains 101359 members 
Mstep: Class 17 contains 78692 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 3106 members 
Mstep: Class 20 contains 9939 members 
Mstep: Class 21 contains 7897 members 
Mstep: Class 22 contains 19043 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 18576 members 
Mstep: Class 25 contains 10963 members 
Mstep: Class 26 contains 23478 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 30447 members 
Mstep: Class 29 contains 113949 members 
Mstep: Class 30 contains 23771 members 
Mstep: Class 31 contains 9758 members 
Mstep: Class 32 contains 10100 members 
Mstep: Class 33 contains 4526 members 
Mstep: Class 34 contains 41766 members 
Mstep: Class 35 contains 5786 members 
Mstep: Class 36 contains 29090 members 
Mstep: Class 37 contains 2420 members 
Mstep: Class 38 contains 17899 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 4165 members 
Mstep: Class 41 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065424.000000 Penalty: 94901.937500
Iteration 92Q: 42 clusters Score -1.540654e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 6235 members 
Mstep: Class 3 contains 31840 members 
Mstep: Class 4 contains 15195 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 70776 members 
Mstep: Class 7 contains 37503 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 9 contains 125998 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 82724 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 119749 members 
Mstep: Class 14 contains 68073 members 
Mstep: Class 15 contains 178353 members 
Mstep: Class 16 contains 101068 members 
Mstep: Class 17 contains 76818 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 9951 members 
Mstep: Class 21 contains 7907 members 
Mstep: Class 22 contains 19076 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 18519 members 
Mstep: Class 25 contains 10969 members 
Mstep: Class 26 contains 23207 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 30436 members 
Mstep: Class 29 contains 113870 members 
Mstep: Class 30 contains 24247 members 
Mstep: Class 31 contains 9732 members 
Mstep: Class 32 contains 10079 members 
Mstep: Class 33 contains 4541 members 
Mstep: Class 34 contains 41811 members 
Mstep: Class 35 contains 5824 members 
Mstep: Class 36 contains 29160 members 
Mstep: Class 37 contains 2426 members 
Mstep: Class 38 contains 18145 members 
Mstep: Class 39 contains 3070 members 
Mstep: Class 40 contains 4192 members 
Mstep: Class 41 contains 2995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066000.000000 Penalty: 94901.937500
Iteration 93Q: 42 clusters Score -1.54066e+08 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 31741 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 31931 members 
Mstep: Class 6 contains 70771 members 
Mstep: Class 7 contains 37526 members 
Mstep: Class 8 contains 11803 members 
Mstep: Class 9 contains 125866 members 
Mstep: Class 10 contains 14894 members 
Mstep: Class 11 contains 82560 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 119855 members 
Mstep: Class 14 contains 68080 members 
Mstep: Class 15 contains 178239 members 
Mstep: Class 16 contains 100799 members 
Mstep: Class 17 contains 74948 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 9958 members 
Mstep: Class 21 contains 7917 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 3919 members 
Mstep: Class 24 contains 18462 members 
Mstep: Class 25 contains 10970 members 
Mstep: Class 26 contains 22975 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30432 members 
Mstep: Class 29 contains 113816 members 
Mstep: Class 30 contains 24673 members 
Mstep: Class 31 contains 9709 members 
Mstep: Class 32 contains 10065 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 41847 members 
Mstep: Class 35 contains 5860 members 
Mstep: Class 36 contains 29210 members 
Mstep: Class 37 contains 2435 members 
Mstep: Class 38 contains 18323 members 
Mstep: Class 39 contains 3084 members 
Mstep: Class 40 contains 4205 members 
Mstep: Class 41 contains 2993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065184.000000 Penalty: 94901.937500
Iteration 94Q: 42 clusters Score -1.540652e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 149610 members 
Mstep: Class 2 contains 6285 members 
Mstep: Class 3 contains 31637 members 
Mstep: Class 4 contains 15179 members 
Mstep: Class 5 contains 31915 members 
Mstep: Class 6 contains 70775 members 
Mstep: Class 7 contains 37542 members 
Mstep: Class 8 contains 11806 members 
Mstep: Class 9 contains 125882 members 
Mstep: Class 10 contains 14905 members 
Mstep: Class 11 contains 82412 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 119963 members 
Mstep: Class 14 contains 68101 members 
Mstep: Class 15 contains 178198 members 
Mstep: Class 16 contains 100519 members 
Mstep: Class 17 contains 73029 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 9966 members 
Mstep: Class 21 contains 7925 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 3885 members 
Mstep: Class 24 contains 18406 members 
Mstep: Class 25 contains 10972 members 
Mstep: Class 26 contains 22764 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 30431 members 
Mstep: Class 29 contains 113756 members 
Mstep: Class 30 contains 25052 members 
Mstep: Class 31 contains 9696 members 
Mstep: Class 32 contains 10052 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 41892 members 
Mstep: Class 35 contains 5891 members 
Mstep: Class 36 contains 29241 members 
Mstep: Class 37 contains 2443 members 
Mstep: Class 38 contains 18506 members 
Mstep: Class 39 contains 3099 members 
Mstep: Class 40 contains 4230 members 
Mstep: Class 41 contains 2992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065696.000000 Penalty: 94901.937500
Iteration 95Q: 42 clusters Score -1.540657e+08 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 6296 members 
Mstep: Class 3 contains 31516 members 
Mstep: Class 4 contains 15173 members 
Mstep: Class 5 contains 31910 members 
Mstep: Class 6 contains 70765 members 
Mstep: Class 7 contains 37521 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 125965 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 82299 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 120080 members 
Mstep: Class 14 contains 68099 members 
Mstep: Class 15 contains 178193 members 
Mstep: Class 16 contains 100265 members 
Mstep: Class 17 contains 71168 members 
Mstep: Class 18 contains 10420 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 9974 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 19244 members 
Mstep: Class 23 contains 3862 members 
Mstep: Class 24 contains 18373 members 
Mstep: Class 25 contains 10976 members 
Mstep: Class 26 contains 22589 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30442 members 
Mstep: Class 29 contains 113729 members 
Mstep: Class 30 contains 25377 members 
Mstep: Class 31 contains 9686 members 
Mstep: Class 32 contains 10050 members 
Mstep: Class 33 contains 4568 members 
Mstep: Class 34 contains 41926 members 
Mstep: Class 35 contains 5919 members 
Mstep: Class 36 contains 29265 members 
Mstep: Class 37 contains 2446 members 
Mstep: Class 38 contains 18669 members 
Mstep: Class 39 contains 3118 members 
Mstep: Class 40 contains 4249 members 
Mstep: Class 41 contains 2988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065280.000000 Penalty: 94901.937500
Iteration 96Q: 42 clusters Score -1.540653e+08 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 31426 members 
Mstep: Class 4 contains 15173 members 
Mstep: Class 5 contains 31903 members 
Mstep: Class 6 contains 70761 members 
Mstep: Class 7 contains 37487 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 9 contains 126097 members 
Mstep: Class 10 contains 14930 members 
Mstep: Class 11 contains 82185 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 120181 members 
Mstep: Class 14 contains 68080 members 
Mstep: Class 15 contains 178297 members 
Mstep: Class 16 contains 100063 members 
Mstep: Class 17 contains 69572 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 20 contains 9962 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 19301 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 18329 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 22414 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 30468 members 
Mstep: Class 29 contains 113705 members 
Mstep: Class 30 contains 25667 members 
Mstep: Class 31 contains 9672 members 
Mstep: Class 32 contains 10049 members 
Mstep: Class 33 contains 4575 members 
Mstep: Class 34 contains 41955 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 2452 members 
Mstep: Class 38 contains 18802 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 4269 members 
Mstep: Class 41 contains 2985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063824.000000 Penalty: 94901.937500
Iteration 97Q: 42 clusters Score -1.540638e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 31339 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 31896 members 
Mstep: Class 6 contains 70767 members 
Mstep: Class 7 contains 37430 members 
Mstep: Class 8 contains 11829 members 
Mstep: Class 9 contains 126223 members 
Mstep: Class 10 contains 14957 members 
Mstep: Class 11 contains 82121 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 120260 members 
Mstep: Class 14 contains 68070 members 
Mstep: Class 15 contains 178416 members 
Mstep: Class 16 contains 99871 members 
Mstep: Class 17 contains 68101 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 9948 members 
Mstep: Class 21 contains 7950 members 
Mstep: Class 22 contains 19357 members 
Mstep: Class 23 contains 3819 members 
Mstep: Class 24 contains 18293 members 
Mstep: Class 25 contains 10967 members 
Mstep: Class 26 contains 22253 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 30483 members 
Mstep: Class 29 contains 113681 members 
Mstep: Class 30 contains 25932 members 
Mstep: Class 31 contains 9669 members 
Mstep: Class 32 contains 10047 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 41978 members 
Mstep: Class 35 contains 5976 members 
Mstep: Class 36 contains 29291 members 
Mstep: Class 37 contains 2455 members 
Mstep: Class 38 contains 18958 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 4280 members 
Mstep: Class 41 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063360.000000 Penalty: 94901.937500
Iteration 98Q: 42 clusters Score -1.540634e+08 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 6322 members 
Mstep: Class 3 contains 31251 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 31890 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 37385 members 
Mstep: Class 8 contains 11831 members 
Mstep: Class 9 contains 126384 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 82062 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 120313 members 
Mstep: Class 14 contains 68054 members 
Mstep: Class 15 contains 178589 members 
Mstep: Class 16 contains 99678 members 
Mstep: Class 17 contains 66804 members 
Mstep: Class 18 contains 10472 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 9924 members 
Mstep: Class 21 contains 7957 members 
Mstep: Class 22 contains 19402 members 
Mstep: Class 23 contains 3809 members 
Mstep: Class 24 contains 18270 members 
Mstep: Class 25 contains 10975 members 
Mstep: Class 26 contains 22094 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30511 members 
Mstep: Class 29 contains 113671 members 
Mstep: Class 30 contains 26133 members 
Mstep: Class 31 contains 9673 members 
Mstep: Class 32 contains 10046 members 
Mstep: Class 33 contains 4597 members 
Mstep: Class 34 contains 42000 members 
Mstep: Class 35 contains 5995 members 
Mstep: Class 36 contains 29314 members 
Mstep: Class 37 contains 2460 members 
Mstep: Class 38 contains 19117 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 4295 members 
Mstep: Class 41 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063040.000000 Penalty: 94901.937500
Iteration 99Q: 42 clusters Score -1.54063e+08 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 155515 members 
Mstep: Class 2 contains 6333 members 
Mstep: Class 3 contains 31154 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 31889 members 
Mstep: Class 6 contains 70750 members 
Mstep: Class 7 contains 37357 members 
Mstep: Class 8 contains 11836 members 
Mstep: Class 9 contains 126559 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 81997 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 120354 members 
Mstep: Class 14 contains 68028 members 
Mstep: Class 15 contains 178779 members 
Mstep: Class 16 contains 99520 members 
Mstep: Class 17 contains 65675 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 9906 members 
Mstep: Class 21 contains 7965 members 
Mstep: Class 22 contains 19455 members 
Mstep: Class 23 contains 3796 members 
Mstep: Class 24 contains 18254 members 
Mstep: Class 25 contains 10978 members 
Mstep: Class 26 contains 21988 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30530 members 
Mstep: Class 29 contains 113652 members 
Mstep: Class 30 contains 26303 members 
Mstep: Class 31 contains 9671 members 
Mstep: Class 32 contains 10043 members 
Mstep: Class 33 contains 4604 members 
Mstep: Class 34 contains 42017 members 
Mstep: Class 35 contains 6019 members 
Mstep: Class 36 contains 29328 members 
Mstep: Class 37 contains 2465 members 
Mstep: Class 38 contains 19250 members 
Mstep: Class 39 contains 3150 members 
Mstep: Class 40 contains 4306 members 
Mstep: Class 41 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063120.000000 Penalty: 94901.937500
Iteration 100F: 42 clusters Score -1.540631e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 31052 members 
Mstep: Class 4 contains 15155 members 
Mstep: Class 5 contains 31890 members 
Mstep: Class 6 contains 70737 members 
Mstep: Class 7 contains 37334 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 126755 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 81937 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 120384 members 
Mstep: Class 14 contains 68014 members 
Mstep: Class 15 contains 178985 members 
Mstep: Class 16 contains 99374 members 
Mstep: Class 17 contains 64222 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 9901 members 
Mstep: Class 21 contains 7972 members 
Mstep: Class 22 contains 19512 members 
Mstep: Class 23 contains 3784 members 
Mstep: Class 24 contains 18244 members 
Mstep: Class 25 contains 10975 members 
Mstep: Class 26 contains 21877 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30547 members 
Mstep: Class 29 contains 113632 members 
Mstep: Class 30 contains 26441 members 
Mstep: Class 31 contains 9666 members 
Mstep: Class 32 contains 10041 members 
Mstep: Class 33 contains 4609 members 
Mstep: Class 34 contains 42019 members 
Mstep: Class 35 contains 6039 members 
Mstep: Class 36 contains 29341 members 
Mstep: Class 37 contains 2472 members 
Mstep: Class 38 contains 19346 members 
Mstep: Class 39 contains 3166 members 
Mstep: Class 40 contains 4320 members 
Mstep: Class 41 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062768.000000 Penalty: 94901.937500
Iteration 101Q: 42 clusters Score -1.540628e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 157634 members 
Mstep: Class 2 contains 6355 members 
Mstep: Class 3 contains 30962 members 
Mstep: Class 4 contains 15148 members 
Mstep: Class 5 contains 31884 members 
Mstep: Class 6 contains 70727 members 
Mstep: Class 7 contains 37354 members 
Mstep: Class 8 contains 11856 members 
Mstep: Class 9 contains 126837 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 81886 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 120400 members 
Mstep: Class 14 contains 68002 members 
Mstep: Class 15 contains 179181 members 
Mstep: Class 16 contains 99221 members 
Mstep: Class 17 contains 62945 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 9888 members 
Mstep: Class 21 contains 7984 members 
Mstep: Class 22 contains 19564 members 
Mstep: Class 23 contains 3782 members 
Mstep: Class 24 contains 18230 members 
Mstep: Class 25 contains 10974 members 
Mstep: Class 26 contains 21772 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30565 members 
Mstep: Class 29 contains 113618 members 
Mstep: Class 30 contains 26586 members 
Mstep: Class 31 contains 9664 members 
Mstep: Class 32 contains 10035 members 
Mstep: Class 33 contains 4616 members 
Mstep: Class 34 contains 42021 members 
Mstep: Class 35 contains 6061 members 
Mstep: Class 36 contains 29349 members 
Mstep: Class 37 contains 2476 members 
Mstep: Class 38 contains 19449 members 
Mstep: Class 39 contains 3178 members 
Mstep: Class 40 contains 4334 members 
Mstep: Class 41 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062576.000000 Penalty: 94901.937500
Iteration 102Q: 42 clusters Score -1.540626e+08 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 30893 members 
Mstep: Class 4 contains 15146 members 
Mstep: Class 5 contains 31881 members 
Mstep: Class 6 contains 70691 members 
Mstep: Class 7 contains 37404 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 126652 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 81824 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 120411 members 
Mstep: Class 14 contains 68002 members 
Mstep: Class 15 contains 179293 members 
Mstep: Class 16 contains 99073 members 
Mstep: Class 17 contains 61993 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 19 contains 3196 members 
Mstep: Class 20 contains 9875 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 19609 members 
Mstep: Class 23 contains 3781 members 
Mstep: Class 24 contains 18205 members 
Mstep: Class 25 contains 10976 members 
Mstep: Class 26 contains 21700 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30566 members 
Mstep: Class 29 contains 113588 members 
Mstep: Class 30 contains 26726 members 
Mstep: Class 31 contains 9655 members 
Mstep: Class 32 contains 10025 members 
Mstep: Class 33 contains 4620 members 
Mstep: Class 34 contains 42033 members 
Mstep: Class 35 contains 6085 members 
Mstep: Class 36 contains 29361 members 
Mstep: Class 37 contains 2486 members 
Mstep: Class 38 contains 19557 members 
Mstep: Class 39 contains 3190 members 
Mstep: Class 40 contains 4351 members 
Mstep: Class 41 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061600.000000 Penalty: 94901.937500
Iteration 103Q: 42 clusters Score -1.540616e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 6382 members 
Mstep: Class 3 contains 30820 members 
Mstep: Class 4 contains 15139 members 
Mstep: Class 5 contains 31877 members 
Mstep: Class 6 contains 70681 members 
Mstep: Class 7 contains 37492 members 
Mstep: Class 8 contains 11869 members 
Mstep: Class 9 contains 126283 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 81763 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 120429 members 
Mstep: Class 14 contains 67994 members 
Mstep: Class 15 contains 179395 members 
Mstep: Class 16 contains 98915 members 
Mstep: Class 17 contains 61372 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 9874 members 
Mstep: Class 21 contains 7977 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 18194 members 
Mstep: Class 25 contains 10968 members 
Mstep: Class 26 contains 21645 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 30576 members 
Mstep: Class 29 contains 113559 members 
Mstep: Class 30 contains 26852 members 
Mstep: Class 31 contains 9651 members 
Mstep: Class 32 contains 10021 members 
Mstep: Class 33 contains 4623 members 
Mstep: Class 34 contains 42032 members 
Mstep: Class 35 contains 6106 members 
Mstep: Class 36 contains 29377 members 
Mstep: Class 37 contains 2489 members 
Mstep: Class 38 contains 19648 members 
Mstep: Class 39 contains 3202 members 
Mstep: Class 40 contains 4371 members 
Mstep: Class 41 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060944.000000 Penalty: 94901.937500
Iteration 104Q: 42 clusters Score -1.540609e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 30758 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 31874 members 
Mstep: Class 6 contains 70668 members 
Mstep: Class 7 contains 37587 members 
Mstep: Class 8 contains 11874 members 
Mstep: Class 9 contains 125724 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 81707 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 120439 members 
Mstep: Class 14 contains 67985 members 
Mstep: Class 15 contains 179467 members 
Mstep: Class 16 contains 98780 members 
Mstep: Class 17 contains 61035 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 3204 members 
Mstep: Class 20 contains 9891 members 
Mstep: Class 21 contains 7971 members 
Mstep: Class 22 contains 19691 members 
Mstep: Class 23 contains 3780 members 
Mstep: Class 24 contains 18185 members 
Mstep: Class 25 contains 10962 members 
Mstep: Class 26 contains 21573 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30576 members 
Mstep: Class 29 contains 113534 members 
Mstep: Class 30 contains 26966 members 
Mstep: Class 31 contains 9643 members 
Mstep: Class 32 contains 10020 members 
Mstep: Class 33 contains 4623 members 
Mstep: Class 34 contains 42023 members 
Mstep: Class 35 contains 6119 members 
Mstep: Class 36 contains 29398 members 
Mstep: Class 37 contains 2495 members 
Mstep: Class 38 contains 19742 members 
Mstep: Class 39 contains 3209 members 
Mstep: Class 40 contains 4389 members 
Mstep: Class 41 contains 2972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060080.000000 Penalty: 94901.937500
Iteration 105Q: 42 clusters Score -1.540601e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161075 members 
Mstep: Class 2 contains 6391 members 
Mstep: Class 3 contains 30700 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 31877 members 
Mstep: Class 6 contains 70657 members 
Mstep: Class 7 contains 37683 members 
Mstep: Class 8 contains 11881 members 
Mstep: Class 9 contains 124997 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 81656 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 120454 members 
Mstep: Class 14 contains 67970 members 
Mstep: Class 15 contains 179518 members 
Mstep: Class 16 contains 98622 members 
Mstep: Class 17 contains 60910 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 9909 members 
Mstep: Class 21 contains 7974 members 
Mstep: Class 22 contains 19729 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 18173 members 
Mstep: Class 25 contains 10960 members 
Mstep: Class 26 contains 21516 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 30580 members 
Mstep: Class 29 contains 113511 members 
Mstep: Class 30 contains 27079 members 
Mstep: Class 31 contains 9646 members 
Mstep: Class 32 contains 10014 members 
Mstep: Class 33 contains 4628 members 
Mstep: Class 34 contains 42024 members 
Mstep: Class 35 contains 6129 members 
Mstep: Class 36 contains 29408 members 
Mstep: Class 37 contains 2499 members 
Mstep: Class 38 contains 19830 members 
Mstep: Class 39 contains 3210 members 
Mstep: Class 40 contains 4394 members 
Mstep: Class 41 contains 2966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059088.000000 Penalty: 94901.937500
Iteration 106Q: 42 clusters Score -1.540591e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 6403 members 
Mstep: Class 3 contains 30637 members 
Mstep: Class 4 contains 15142 members 
Mstep: Class 5 contains 31874 members 
Mstep: Class 6 contains 70651 members 
Mstep: Class 7 contains 37787 members 
Mstep: Class 8 contains 11889 members 
Mstep: Class 9 contains 124143 members 
Mstep: Class 10 contains 15026 members 
Mstep: Class 11 contains 81618 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 120485 members 
Mstep: Class 14 contains 67960 members 
Mstep: Class 15 contains 179561 members 
Mstep: Class 16 contains 98495 members 
Mstep: Class 17 contains 60992 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 3782 members 
Mstep: Class 24 contains 18164 members 
Mstep: Class 25 contains 10962 members 
Mstep: Class 26 contains 21448 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 30587 members 
Mstep: Class 29 contains 113481 members 
Mstep: Class 30 contains 27194 members 
Mstep: Class 31 contains 9652 members 
Mstep: Class 32 contains 10012 members 
Mstep: Class 33 contains 4632 members 
Mstep: Class 34 contains 42025 members 
Mstep: Class 35 contains 6139 members 
Mstep: Class 36 contains 29419 members 
Mstep: Class 37 contains 2502 members 
Mstep: Class 38 contains 19908 members 
Mstep: Class 39 contains 3212 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058272.000000 Penalty: 94901.937500
Iteration 107Q: 42 clusters Score -1.540583e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162285 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 30571 members 
Mstep: Class 4 contains 15149 members 
Mstep: Class 5 contains 31875 members 
Mstep: Class 6 contains 70641 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 11897 members 
Mstep: Class 9 contains 123223 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 81580 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 120508 members 
Mstep: Class 14 contains 67944 members 
Mstep: Class 15 contains 179576 members 
Mstep: Class 16 contains 98341 members 
Mstep: Class 17 contains 61229 members 
Mstep: Class 18 contains 10518 members 
Mstep: Class 19 contains 3221 members 
Mstep: Class 20 contains 9920 members 
Mstep: Class 21 contains 7980 members 
Mstep: Class 22 contains 19797 members 
Mstep: Class 23 contains 3787 members 
Mstep: Class 24 contains 18158 members 
Mstep: Class 25 contains 10960 members 
Mstep: Class 26 contains 21383 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30600 members 
Mstep: Class 29 contains 113459 members 
Mstep: Class 30 contains 27323 members 
Mstep: Class 31 contains 9643 members 
Mstep: Class 32 contains 10011 members 
Mstep: Class 33 contains 4636 members 
Mstep: Class 34 contains 42022 members 
Mstep: Class 35 contains 6149 members 
Mstep: Class 36 contains 29421 members 
Mstep: Class 37 contains 2509 members 
Mstep: Class 38 contains 20003 members 
Mstep: Class 39 contains 3215 members 
Mstep: Class 40 contains 4408 members 
Mstep: Class 41 contains 2962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057328.000000 Penalty: 94901.937500
Iteration 108Q: 42 clusters Score -1.540573e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162838 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 30531 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 31873 members 
Mstep: Class 6 contains 70621 members 
Mstep: Class 7 contains 37994 members 
Mstep: Class 8 contains 11897 members 
Mstep: Class 9 contains 122197 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 81541 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 120537 members 
Mstep: Class 14 contains 67927 members 
Mstep: Class 15 contains 179609 members 
Mstep: Class 16 contains 98204 members 
Mstep: Class 17 contains 61586 members 
Mstep: Class 18 contains 10521 members 
Mstep: Class 19 contains 3221 members 
Mstep: Class 20 contains 9937 members 
Mstep: Class 21 contains 7984 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 18150 members 
Mstep: Class 25 contains 10964 members 
Mstep: Class 26 contains 21309 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30620 members 
Mstep: Class 29 contains 113446 members 
Mstep: Class 30 contains 27458 members 
Mstep: Class 31 contains 9633 members 
Mstep: Class 32 contains 10006 members 
Mstep: Class 33 contains 4642 members 
Mstep: Class 34 contains 42018 members 
Mstep: Class 35 contains 6157 members 
Mstep: Class 36 contains 29428 members 
Mstep: Class 37 contains 2510 members 
Mstep: Class 38 contains 20076 members 
Mstep: Class 39 contains 3221 members 
Mstep: Class 40 contains 4415 members 
Mstep: Class 41 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057152.000000 Penalty: 94901.937500
Iteration 109Q: 42 clusters Score -1.540572e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 30480 members 
Mstep: Class 4 contains 15154 members 
Mstep: Class 5 contains 31864 members 
Mstep: Class 6 contains 70627 members 
Mstep: Class 7 contains 38115 members 
Mstep: Class 8 contains 11901 members 
Mstep: Class 9 contains 121101 members 
Mstep: Class 10 contains 15001 members 
Mstep: Class 11 contains 81499 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 120563 members 
Mstep: Class 14 contains 67923 members 
Mstep: Class 15 contains 179630 members 
Mstep: Class 16 contains 98082 members 
Mstep: Class 17 contains 62054 members 
Mstep: Class 18 contains 10524 members 
Mstep: Class 19 contains 3221 members 
Mstep: Class 20 contains 9935 members 
Mstep: Class 21 contains 7988 members 
Mstep: Class 22 contains 19865 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 18141 members 
Mstep: Class 25 contains 10957 members 
Mstep: Class 26 contains 21256 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30629 members 
Mstep: Class 29 contains 113424 members 
Mstep: Class 30 contains 27591 members 
Mstep: Class 31 contains 9644 members 
Mstep: Class 32 contains 10004 members 
Mstep: Class 33 contains 4649 members 
Mstep: Class 34 contains 42010 members 
Mstep: Class 35 contains 6165 members 
Mstep: Class 36 contains 29439 members 
Mstep: Class 37 contains 2512 members 
Mstep: Class 38 contains 20139 members 
Mstep: Class 39 contains 3224 members 
Mstep: Class 40 contains 4422 members 
Mstep: Class 41 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056432.000000 Penalty: 94901.937500
Iteration 110Q: 42 clusters Score -1.540564e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163712 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 30431 members 
Mstep: Class 4 contains 15154 members 
Mstep: Class 5 contains 31852 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 38236 members 
Mstep: Class 8 contains 11909 members 
Mstep: Class 9 contains 119934 members 
Mstep: Class 10 contains 14998 members 
Mstep: Class 11 contains 81487 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120574 members 
Mstep: Class 14 contains 67905 members 
Mstep: Class 15 contains 179653 members 
Mstep: Class 16 contains 97989 members 
Mstep: Class 17 contains 62619 members 
Mstep: Class 18 contains 10529 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 9939 members 
Mstep: Class 21 contains 7991 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 3802 members 
Mstep: Class 24 contains 18135 members 
Mstep: Class 25 contains 10950 members 
Mstep: Class 26 contains 21193 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30640 members 
Mstep: Class 29 contains 113409 members 
Mstep: Class 30 contains 27725 members 
Mstep: Class 31 contains 9656 members 
Mstep: Class 32 contains 10004 members 
Mstep: Class 33 contains 4656 members 
Mstep: Class 34 contains 42006 members 
Mstep: Class 35 contains 6170 members 
Mstep: Class 36 contains 29450 members 
Mstep: Class 37 contains 2515 members 
Mstep: Class 38 contains 20200 members 
Mstep: Class 39 contains 3226 members 
Mstep: Class 40 contains 4421 members 
Mstep: Class 41 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056016.000000 Penalty: 94901.937500
Iteration 111Q: 42 clusters Score -1.54056e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 30397 members 
Mstep: Class 4 contains 15156 members 
Mstep: Class 5 contains 31841 members 
Mstep: Class 6 contains 70643 members 
Mstep: Class 7 contains 38347 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 118728 members 
Mstep: Class 10 contains 14998 members 
Mstep: Class 11 contains 81485 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 120594 members 
Mstep: Class 14 contains 67878 members 
Mstep: Class 15 contains 179698 members 
Mstep: Class 16 contains 97859 members 
Mstep: Class 17 contains 63314 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 9940 members 
Mstep: Class 21 contains 7990 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 21136 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30663 members 
Mstep: Class 29 contains 113388 members 
Mstep: Class 30 contains 27841 members 
Mstep: Class 31 contains 9653 members 
Mstep: Class 32 contains 10003 members 
Mstep: Class 33 contains 4663 members 
Mstep: Class 34 contains 42001 members 
Mstep: Class 35 contains 6176 members 
Mstep: Class 36 contains 29460 members 
Mstep: Class 37 contains 2520 members 
Mstep: Class 38 contains 20249 members 
Mstep: Class 39 contains 3227 members 
Mstep: Class 40 contains 4427 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055504.000000 Penalty: 94901.937500
Iteration 112Q: 42 clusters Score -1.540555e+08 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 30367 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31836 members 
Mstep: Class 6 contains 70644 members 
Mstep: Class 7 contains 38454 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 117498 members 
Mstep: Class 10 contains 14998 members 
Mstep: Class 11 contains 81463 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 120612 members 
Mstep: Class 14 contains 67869 members 
Mstep: Class 15 contains 179747 members 
Mstep: Class 16 contains 97759 members 
Mstep: Class 17 contains 64140 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 3224 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 7987 members 
Mstep: Class 22 contains 19945 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 21082 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30681 members 
Mstep: Class 29 contains 113373 members 
Mstep: Class 30 contains 27962 members 
Mstep: Class 31 contains 9642 members 
Mstep: Class 32 contains 9999 members 
Mstep: Class 33 contains 4664 members 
Mstep: Class 34 contains 42000 members 
Mstep: Class 35 contains 6179 members 
Mstep: Class 36 contains 29475 members 
Mstep: Class 37 contains 2524 members 
Mstep: Class 38 contains 20284 members 
Mstep: Class 39 contains 3229 members 
Mstep: Class 40 contains 4433 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054880.000000 Penalty: 94901.937500
Iteration 113Q: 42 clusters Score -1.540549e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 30325 members 
Mstep: Class 4 contains 15154 members 
Mstep: Class 5 contains 31831 members 
Mstep: Class 6 contains 70643 members 
Mstep: Class 7 contains 38573 members 
Mstep: Class 8 contains 11911 members 
Mstep: Class 9 contains 116323 members 
Mstep: Class 10 contains 14995 members 
Mstep: Class 11 contains 81442 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 120656 members 
Mstep: Class 14 contains 67852 members 
Mstep: Class 15 contains 179797 members 
Mstep: Class 16 contains 97672 members 
Mstep: Class 17 contains 65045 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 7990 members 
Mstep: Class 22 contains 19967 members 
Mstep: Class 23 contains 3808 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 21053 members 
Mstep: Class 27 contains 7117 members 
Mstep: Class 28 contains 30696 members 
Mstep: Class 29 contains 113359 members 
Mstep: Class 30 contains 28054 members 
Mstep: Class 31 contains 9633 members 
Mstep: Class 32 contains 9993 members 
Mstep: Class 33 contains 4666 members 
Mstep: Class 34 contains 41997 members 
Mstep: Class 35 contains 6182 members 
Mstep: Class 36 contains 29482 members 
Mstep: Class 37 contains 2530 members 
Mstep: Class 38 contains 20312 members 
Mstep: Class 39 contains 3233 members 
Mstep: Class 40 contains 4436 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054624.000000 Penalty: 94901.937500
Iteration 114Q: 42 clusters Score -1.540546e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 30294 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 31824 members 
Mstep: Class 6 contains 70655 members 
Mstep: Class 7 contains 38678 members 
Mstep: Class 8 contains 11907 members 
Mstep: Class 9 contains 115165 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 81426 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 120684 members 
Mstep: Class 14 contains 67832 members 
Mstep: Class 15 contains 179866 members 
Mstep: Class 16 contains 97593 members 
Mstep: Class 17 contains 66112 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 7989 members 
Mstep: Class 22 contains 19994 members 
Mstep: Class 23 contains 3808 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 21013 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 30706 members 
Mstep: Class 29 contains 113352 members 
Mstep: Class 30 contains 28163 members 
Mstep: Class 31 contains 9625 members 
Mstep: Class 32 contains 9987 members 
Mstep: Class 33 contains 4667 members 
Mstep: Class 34 contains 41991 members 
Mstep: Class 35 contains 6188 members 
Mstep: Class 36 contains 29495 members 
Mstep: Class 37 contains 2533 members 
Mstep: Class 38 contains 20337 members 
Mstep: Class 39 contains 3232 members 
Mstep: Class 40 contains 4442 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054400.000000 Penalty: 94901.937500
Iteration 115Q: 42 clusters Score -1.540544e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 30254 members 
Mstep: Class 4 contains 15160 members 
Mstep: Class 5 contains 31819 members 
Mstep: Class 6 contains 70671 members 
Mstep: Class 7 contains 38778 members 
Mstep: Class 8 contains 11907 members 
Mstep: Class 9 contains 114060 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 81409 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 120708 members 
Mstep: Class 14 contains 67808 members 
Mstep: Class 15 contains 179950 members 
Mstep: Class 16 contains 97546 members 
Mstep: Class 17 contains 67217 members 
Mstep: Class 18 contains 10536 members 
Mstep: Class 19 contains 3230 members 
Mstep: Class 20 contains 9969 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 20017 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18120 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 20978 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 30713 members 
Mstep: Class 29 contains 113364 members 
Mstep: Class 30 contains 28256 members 
Mstep: Class 31 contains 9615 members 
Mstep: Class 32 contains 9988 members 
Mstep: Class 33 contains 4669 members 
Mstep: Class 34 contains 41991 members 
Mstep: Class 35 contains 6186 members 
Mstep: Class 36 contains 29513 members 
Mstep: Class 37 contains 2538 members 
Mstep: Class 38 contains 20353 members 
Mstep: Class 39 contains 3232 members 
Mstep: Class 40 contains 4445 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054240.000000 Penalty: 94901.937500
Iteration 116Q: 42 clusters Score -1.540542e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 30227 members 
Mstep: Class 4 contains 15156 members 
Mstep: Class 5 contains 31806 members 
Mstep: Class 6 contains 70705 members 
Mstep: Class 7 contains 38860 members 
Mstep: Class 8 contains 11908 members 
Mstep: Class 9 contains 112940 members 
Mstep: Class 10 contains 14982 members 
Mstep: Class 11 contains 81403 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 120731 members 
Mstep: Class 14 contains 67791 members 
Mstep: Class 15 contains 180035 members 
Mstep: Class 16 contains 97494 members 
Mstep: Class 17 contains 68355 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 3232 members 
Mstep: Class 20 contains 9978 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 20033 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 18117 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 20952 members 
Mstep: Class 27 contains 7114 members 
Mstep: Class 28 contains 30724 members 
Mstep: Class 29 contains 113364 members 
Mstep: Class 30 contains 28351 members 
Mstep: Class 31 contains 9613 members 
Mstep: Class 32 contains 9988 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41988 members 
Mstep: Class 35 contains 6189 members 
Mstep: Class 36 contains 29522 members 
Mstep: Class 37 contains 2539 members 
Mstep: Class 38 contains 20374 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054176.000000 Penalty: 94901.937500
Iteration 117Q: 42 clusters Score -1.540542e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 30188 members 
Mstep: Class 4 contains 15155 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 70732 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 11908 members 
Mstep: Class 9 contains 111824 members 
Mstep: Class 10 contains 14973 members 
Mstep: Class 11 contains 81406 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 120736 members 
Mstep: Class 14 contains 67780 members 
Mstep: Class 15 contains 180150 members 
Mstep: Class 16 contains 97469 members 
Mstep: Class 17 contains 69462 members 
Mstep: Class 18 contains 10536 members 
Mstep: Class 19 contains 3236 members 
Mstep: Class 20 contains 9984 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18114 members 
Mstep: Class 25 contains 10923 members 
Mstep: Class 26 contains 20900 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 30734 members 
Mstep: Class 29 contains 113375 members 
Mstep: Class 30 contains 28453 members 
Mstep: Class 31 contains 9611 members 
Mstep: Class 32 contains 9985 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 41990 members 
Mstep: Class 35 contains 6187 members 
Mstep: Class 36 contains 29533 members 
Mstep: Class 37 contains 2540 members 
Mstep: Class 38 contains 20396 members 
Mstep: Class 39 contains 3235 members 
Mstep: Class 40 contains 4450 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053936.000000 Penalty: 94901.937500
Iteration 118Q: 42 clusters Score -1.540539e+08 nChanged 3284
Entering ConstructFrom: 
Score: -154053936.000000 Penalty: 94901.937500
Entering ConstructFrom: 
Trying to split cluster 1 (163308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163308 members 
Entering Unmasked Estep 
Score: -17133640.000000 Penalty: 1950.551392
	Iteration 0F: 2 clusters Score -1.713364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -17032886.000000 Penalty: 3901.102783
	Iteration 0F: 3 clusters Score -1.703289e+07 nChanged 78884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -17079758.000000 Penalty: 3901.102783
	Iteration 1F: 3 clusters Score -1.707976e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -17080544.000000 Penalty: 3901.102783
	Iteration 2Q: 3 clusters Score -1.708054e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -17081494.000000 Penalty: 3901.102783
	Iteration 3Q: 3 clusters Score -1.708149e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -17082828.000000 Penalty: 3901.102783
	Iteration 4Q: 3 clusters Score -1.708283e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -17084390.000000 Penalty: 3901.102783
	Iteration 5Q: 3 clusters Score -1.708439e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -17086412.000000 Penalty: 3901.102783
	Iteration 6Q: 3 clusters Score -1.708641e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -17089162.000000 Penalty: 3901.102783
	Iteration 7Q: 3 clusters Score -1.708916e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -17092926.000000 Penalty: 3901.102783
	Iteration 8Q: 3 clusters Score -1.709293e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -17097710.000000 Penalty: 3901.102783
	Iteration 9F: 3 clusters Score -1.709771e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -17103744.000000 Penalty: 3901.102783
	Iteration 10F: 3 clusters Score -1.710374e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -17110368.000000 Penalty: 3901.102783
	Iteration 11F: 3 clusters Score -1.711037e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123488 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -17116636.000000 Penalty: 3901.102783
	Iteration 12Q: 3 clusters Score -1.711664e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -17121268.000000 Penalty: 3901.102783
	Iteration 13Q: 3 clusters Score -1.712127e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132432 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -17123848.000000 Penalty: 3901.102783
	Iteration 14Q: 3 clusters Score -1.712385e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -17125640.000000 Penalty: 3901.102783
	Iteration 15Q: 3 clusters Score -1.712564e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139473 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -17127294.000000 Penalty: 3901.102783
	Iteration 16Q: 3 clusters Score -1.712729e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142716 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -17128858.000000 Penalty: 3901.102783
	Iteration 17Q: 3 clusters Score -1.712886e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -17130174.000000 Penalty: 3901.102783
	Iteration 18Q: 3 clusters Score -1.713017e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -17131082.000000 Penalty: 3901.102783
	Iteration 19Q: 3 clusters Score -1.713108e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152032 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -17131716.000000 Penalty: 3901.102783
	Iteration 20F: 3 clusters Score -1.713172e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -17132210.000000 Penalty: 3901.102783
	Iteration 21Q: 3 clusters Score -1.713221e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -17132550.000000 Penalty: 3901.102783
	Iteration 22Q: 3 clusters Score -1.713255e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -17132654.000000 Penalty: 3901.102783
	Iteration 23Q: 3 clusters Score -1.713265e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -17132636.000000 Penalty: 3901.102783
	Iteration 24Q: 3 clusters Score -1.713264e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161611 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -17132408.000000 Penalty: 3901.102783
	Iteration 25Q: 3 clusters Score -1.713241e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -17132242.000000 Penalty: 3901.102783
	Iteration 26Q: 3 clusters Score -1.713224e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162624 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -17132168.000000 Penalty: 3901.102783
	Iteration 27Q: 3 clusters Score -1.713217e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -17132136.000000 Penalty: 3901.102783
	Iteration 28Q: 3 clusters Score -1.713214e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17132124.000000 Penalty: 3901.102783
	Iteration 29Q: 3 clusters Score -1.713212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17132108.000000 Penalty: 3901.102783
	Iteration 30Q: 3 clusters Score -1.713211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17132116.000000 Penalty: 3901.102783
	Iteration 31Q: 3 clusters Score -1.713212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163033 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17132110.000000 Penalty: 3901.102783
	Iteration 32Q: 3 clusters Score -1.713211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163049 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17132108.000000 Penalty: 3901.102783
	Iteration 33Q: 3 clusters Score -1.713211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17132126.000000 Penalty: 3901.102783
	Iteration 34Q: 3 clusters Score -1.713213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17132112.000000 Penalty: 3901.102783
	Iteration 35Q: 3 clusters Score -1.713211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17132118.000000 Penalty: 3901.102783
	Iteration 36Q: 3 clusters Score -1.713212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17132118.000000 Penalty: 3901.102783
	Iteration 37Q: 3 clusters Score -1.713212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17132122.000000 Penalty: 3901.102783
	Iteration 38Q: 3 clusters Score -1.713212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17132122.000000 Penalty: 3901.102783
	Iteration 39F: 3 clusters Score -1.713212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Entering Unmasked Estep 
Score: -593623.562500 Penalty: 1427.052612
	Iteration 0F: 2 clusters Score -593623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -588768.875000 Penalty: 2854.105225
	Iteration 0F: 3 clusters Score -588768.9 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -590493.625000 Penalty: 2854.105225
	Iteration 1F: 3 clusters Score -590493.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -590945.187500 Penalty: 2854.105225
	Iteration 2F: 3 clusters Score -590945.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -591379.437500 Penalty: 2854.105225
	Iteration 3F: 3 clusters Score -591379.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -591787.562500 Penalty: 2854.105225
	Iteration 4F: 3 clusters Score -591787.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -592161.937500 Penalty: 2854.105225
	Iteration 5F: 3 clusters Score -592161.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -592452.500000 Penalty: 2854.105225
	Iteration 6F: 3 clusters Score -592452.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -592656.062500 Penalty: 2854.105225
	Iteration 7Q: 3 clusters Score -592656.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -592785.687500 Penalty: 2854.105225
	Iteration 8Q: 3 clusters Score -592785.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -592882.000000 Penalty: 2854.105225
	Iteration 9Q: 3 clusters Score -592882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -592961.375000 Penalty: 2854.105225
	Iteration 10Q: 3 clusters Score -592961.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -593033.375000 Penalty: 2854.105225
	Iteration 11Q: 3 clusters Score -593033.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -593109.562500 Penalty: 2854.105225
	Iteration 12Q: 3 clusters Score -593109.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -593177.187500 Penalty: 2854.105225
	Iteration 13Q: 3 clusters Score -593177.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -593233.812500 Penalty: 2854.105225
	Iteration 14Q: 3 clusters Score -593233.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -593291.375000 Penalty: 2854.105225
	Iteration 15Q: 3 clusters Score -593291.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -593347.875000 Penalty: 2854.105225
	Iteration 16Q: 3 clusters Score -593347.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -593400.500000 Penalty: 2854.105225
	Iteration 17Q: 3 clusters Score -593400.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -593439.125000 Penalty: 2854.105225
	Iteration 18Q: 3 clusters Score -593439.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -593474.500000 Penalty: 2854.105225
	Iteration 19Q: 3 clusters Score -593474.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -593503.375000 Penalty: 2854.105225
	Iteration 20F: 3 clusters Score -593503.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -593535.687500 Penalty: 2854.105225
	Iteration 21Q: 3 clusters Score -593535.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -593572.250000 Penalty: 2854.105225
	Iteration 22Q: 3 clusters Score -593572.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -593591.500000 Penalty: 2854.105225
	Iteration 23Q: 3 clusters Score -593591.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -593605.875000 Penalty: 2854.105225
	Iteration 24Q: 3 clusters Score -593605.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -593615.375000 Penalty: 2854.105225
	Iteration 25Q: 3 clusters Score -593615.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -593622.250000 Penalty: 2854.105225
	Iteration 26Q: 3 clusters Score -593622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -593626.687500 Penalty: 2854.105225
	Iteration 27Q: 3 clusters Score -593626.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -593636.687500 Penalty: 2854.105225
	Iteration 28Q: 3 clusters Score -593636.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -593646.062500 Penalty: 2854.105225
	Iteration 29Q: 3 clusters Score -593646.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -593657.250000 Penalty: 2854.105225
	Iteration 30Q: 3 clusters Score -593657.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -593664.125000 Penalty: 2854.105225
	Iteration 31Q: 3 clusters Score -593664.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -593672.500000 Penalty: 2854.105225
	Iteration 32Q: 3 clusters Score -593672.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -593682.312500 Penalty: 2854.105225
	Iteration 33Q: 3 clusters Score -593682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -593688.500000 Penalty: 2854.105225
	Iteration 34Q: 3 clusters Score -593688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -593693.750000 Penalty: 2854.105225
	Iteration 35Q: 3 clusters Score -593693.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -593698.625000 Penalty: 2854.105225
	Iteration 36Q: 3 clusters Score -593698.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -593701.312500 Penalty: 2854.105225
	Iteration 37Q: 3 clusters Score -593701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -593702.625000 Penalty: 2854.105225
	Iteration 38Q: 3 clusters Score -593702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -593702.500000 Penalty: 2854.105225
	Iteration 39Q: 3 clusters Score -593702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -593705.062500 Penalty: 2854.105225
	Iteration 40F: 3 clusters Score -593705.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -593707.000000 Penalty: 2854.105225
	Iteration 41Q: 3 clusters Score -593707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -593709.562500 Penalty: 2854.105225
	Iteration 42Q: 3 clusters Score -593709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -593711.687500 Penalty: 2854.105225
	Iteration 43Q: 3 clusters Score -593711.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -593714.187500 Penalty: 2854.105225
	Iteration 44Q: 3 clusters Score -593714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -593714.625000 Penalty: 2854.105225
	Iteration 45Q: 3 clusters Score -593714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -593715.375000 Penalty: 2854.105225
	Iteration 46Q: 3 clusters Score -593715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -593717.500000 Penalty: 2854.105225
	Iteration 47Q: 3 clusters Score -593717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -593720.937500 Penalty: 2854.105225
	Iteration 48Q: 3 clusters Score -593720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -593724.375000 Penalty: 2854.105225
	Iteration 49Q: 3 clusters Score -593724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -593726.937500 Penalty: 2854.105225
	Iteration 50Q: 3 clusters Score -593726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -593727.437500 Penalty: 2854.105225
	Iteration 51Q: 3 clusters Score -593727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -593729.125000 Penalty: 2854.105225
	Iteration 52Q: 3 clusters Score -593729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -593732.187500 Penalty: 2854.105225
	Iteration 53Q: 3 clusters Score -593732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -593733.812500 Penalty: 2854.105225
	Iteration 54Q: 3 clusters Score -593733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -593735.125000 Penalty: 2854.105225
	Iteration 55Q: 3 clusters Score -593735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -593736.312500 Penalty: 2854.105225
	Iteration 56Q: 3 clusters Score -593736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -593744.187500 Penalty: 2854.105225
	Iteration 57Q: 3 clusters Score -593744.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -593745.937500 Penalty: 2854.105225
	Iteration 58Q: 3 clusters Score -593745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -593750.250000 Penalty: 2854.105225
	Iteration 59Q: 3 clusters Score -593750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -593752.562500 Penalty: 2854.105225
	Iteration 60F: 3 clusters Score -593752.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -593761.125000 Penalty: 2854.105225
	Iteration 61Q: 3 clusters Score -593761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -593768.062500 Penalty: 2854.105225
	Iteration 62Q: 3 clusters Score -593768.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -593773.750000 Penalty: 2854.105225
	Iteration 63Q: 3 clusters Score -593773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -593778.000000 Penalty: 2854.105225
	Iteration 64Q: 3 clusters Score -593778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -593781.500000 Penalty: 2854.105225
	Iteration 65Q: 3 clusters Score -593781.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -593783.562500 Penalty: 2854.105225
	Iteration 66Q: 3 clusters Score -593783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -593786.000000 Penalty: 2854.105225
	Iteration 67Q: 3 clusters Score -593786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -593788.500000 Penalty: 2854.105225
	Iteration 68Q: 3 clusters Score -593788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -593788.250000 Penalty: 2854.105225
	Iteration 69Q: 3 clusters Score -593788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -593790.312500 Penalty: 2854.105225
	Iteration 70Q: 3 clusters Score -593790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -593791.000000 Penalty: 2854.105225
	Iteration 71Q: 3 clusters Score -593791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -593789.750000 Penalty: 2854.105225
	Iteration 72Q: 3 clusters Score -593789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -593792.500000 Penalty: 2854.105225
	Iteration 73Q: 3 clusters Score -593792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -593792.312500 Penalty: 2854.105225
	Iteration 74Q: 3 clusters Score -593792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -593793.000000 Penalty: 2854.105225
	Iteration 75Q: 3 clusters Score -593793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -593793.937500 Penalty: 2854.105225
	Iteration 76Q: 3 clusters Score -593793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -593794.125000 Penalty: 2854.105225
	Iteration 77Q: 3 clusters Score -593794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -593795.312500 Penalty: 2854.105225
	Iteration 78Q: 3 clusters Score -593795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -593795.187500 Penalty: 2854.105225
	Iteration 79Q: 3 clusters Score -593795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -593795.187500 Penalty: 2854.105225
	Iteration 80F: 3 clusters Score -593795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 11908 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 9983 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 1824 members 
Entering Unmasked Estep 
Score: -154053024.000000 Penalty: 97216.617188
Splitting cluster 2 changes total score from -154053936.000000 to -154053024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (30148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Entering Unmasked Estep 
Score: -3094058.000000 Penalty: 1676.004517
	Iteration 0F: 2 clusters Score -3094058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3073748.250000 Penalty: 3352.009033
	Iteration 0F: 3 clusters Score -3073748 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3081521.000000 Penalty: 3352.009033
	Iteration 1F: 3 clusters Score -3081521 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3081935.500000 Penalty: 3352.009033
	Iteration 2Q: 3 clusters Score -3081936 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3082354.000000 Penalty: 3352.009033
	Iteration 3Q: 3 clusters Score -3082354 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3082759.000000 Penalty: 3352.009033
	Iteration 4Q: 3 clusters Score -3082759 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3083209.750000 Penalty: 3352.009033
	Iteration 5Q: 3 clusters Score -3083210 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3083769.000000 Penalty: 3352.009033
	Iteration 6Q: 3 clusters Score -3083769 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3084467.750000 Penalty: 3352.009033
	Iteration 7Q: 3 clusters Score -3084468 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3085354.750000 Penalty: 3352.009033
	Iteration 8F: 3 clusters Score -3085355 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3086376.500000 Penalty: 3352.009033
	Iteration 9F: 3 clusters Score -3086376 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3087461.500000 Penalty: 3352.009033
	Iteration 10F: 3 clusters Score -3087462 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3088345.250000 Penalty: 3352.009033
	Iteration 11F: 3 clusters Score -3088345 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3088964.750000 Penalty: 3352.009033
	Iteration 12Q: 3 clusters Score -3088965 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3089365.000000 Penalty: 3352.009033
	Iteration 13Q: 3 clusters Score -3089365 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3089626.750000 Penalty: 3352.009033
	Iteration 14Q: 3 clusters Score -3089627 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3089789.000000 Penalty: 3352.009033
	Iteration 15Q: 3 clusters Score -3089789 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3089957.000000 Penalty: 3352.009033
	Iteration 16Q: 3 clusters Score -3089957 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3090112.000000 Penalty: 3352.009033
	Iteration 17Q: 3 clusters Score -3090112 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3090278.000000 Penalty: 3352.009033
	Iteration 18Q: 3 clusters Score -3090278 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3090437.750000 Penalty: 3352.009033
	Iteration 19Q: 3 clusters Score -3090438 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3090614.250000 Penalty: 3352.009033
	Iteration 20F: 3 clusters Score -3090614 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3090775.250000 Penalty: 3352.009033
	Iteration 21Q: 3 clusters Score -3090775 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3090907.000000 Penalty: 3352.009033
	Iteration 22Q: 3 clusters Score -3090907 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3091076.750000 Penalty: 3352.009033
	Iteration 23Q: 3 clusters Score -3091077 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3091213.500000 Penalty: 3352.009033
	Iteration 24Q: 3 clusters Score -3091214 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3091336.500000 Penalty: 3352.009033
	Iteration 25Q: 3 clusters Score -3091336 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3091481.250000 Penalty: 3352.009033
	Iteration 26Q: 3 clusters Score -3091481 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3091598.500000 Penalty: 3352.009033
	Iteration 27Q: 3 clusters Score -3091598 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3091730.500000 Penalty: 3352.009033
	Iteration 28Q: 3 clusters Score -3091730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3091862.750000 Penalty: 3352.009033
	Iteration 29Q: 3 clusters Score -3091863 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3091959.250000 Penalty: 3352.009033
	Iteration 30Q: 3 clusters Score -3091959 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3092029.250000 Penalty: 3352.009033
	Iteration 31Q: 3 clusters Score -3092029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3092107.000000 Penalty: 3352.009033
	Iteration 32Q: 3 clusters Score -3092107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3092181.500000 Penalty: 3352.009033
	Iteration 33Q: 3 clusters Score -3092182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3092266.250000 Penalty: 3352.009033
	Iteration 34Q: 3 clusters Score -3092266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3092341.750000 Penalty: 3352.009033
	Iteration 35Q: 3 clusters Score -3092342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3092384.500000 Penalty: 3352.009033
	Iteration 36Q: 3 clusters Score -3092384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3092420.000000 Penalty: 3352.009033
	Iteration 37Q: 3 clusters Score -3092420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3092454.250000 Penalty: 3352.009033
	Iteration 38Q: 3 clusters Score -3092454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3092485.000000 Penalty: 3352.009033
	Iteration 39Q: 3 clusters Score -3092485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3092512.500000 Penalty: 3352.009033
	Iteration 40F: 3 clusters Score -3092512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3092540.250000 Penalty: 3352.009033
	Iteration 41Q: 3 clusters Score -3092540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3092565.750000 Penalty: 3352.009033
	Iteration 42Q: 3 clusters Score -3092566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3092604.750000 Penalty: 3352.009033
	Iteration 43Q: 3 clusters Score -3092605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3092647.500000 Penalty: 3352.009033
	Iteration 44Q: 3 clusters Score -3092648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3092681.000000 Penalty: 3352.009033
	Iteration 45Q: 3 clusters Score -3092681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3092717.500000 Penalty: 3352.009033
	Iteration 46Q: 3 clusters Score -3092718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3092737.000000 Penalty: 3352.009033
	Iteration 47Q: 3 clusters Score -3092737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3092761.000000 Penalty: 3352.009033
	Iteration 48Q: 3 clusters Score -3092761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3092787.000000 Penalty: 3352.009033
	Iteration 49Q: 3 clusters Score -3092787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3092804.000000 Penalty: 3352.009033
	Iteration 50Q: 3 clusters Score -3092804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3092828.500000 Penalty: 3352.009033
	Iteration 51Q: 3 clusters Score -3092828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3092866.750000 Penalty: 3352.009033
	Iteration 52Q: 3 clusters Score -3092867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3092911.250000 Penalty: 3352.009033
	Iteration 53Q: 3 clusters Score -3092911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3092997.750000 Penalty: 3352.009033
	Iteration 54Q: 3 clusters Score -3092998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3093165.250000 Penalty: 3352.009033
	Iteration 55Q: 3 clusters Score -3093165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3093266.750000 Penalty: 3352.009033
	Iteration 56Q: 3 clusters Score -3093267 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3093352.750000 Penalty: 3352.009033
	Iteration 57Q: 3 clusters Score -3093353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3093404.500000 Penalty: 3352.009033
	Iteration 58Q: 3 clusters Score -3093404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3093431.250000 Penalty: 3352.009033
	Iteration 59Q: 3 clusters Score -3093431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3093447.750000 Penalty: 3352.009033
	Iteration 60F: 3 clusters Score -3093448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3093456.500000 Penalty: 3352.009033
	Iteration 61Q: 3 clusters Score -3093456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3093467.250000 Penalty: 3352.009033
	Iteration 62Q: 3 clusters Score -3093467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3093475.250000 Penalty: 3352.009033
	Iteration 63Q: 3 clusters Score -3093475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3093483.250000 Penalty: 3352.009033
	Iteration 64Q: 3 clusters Score -3093483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3093484.500000 Penalty: 3352.009033
	Iteration 65Q: 3 clusters Score -3093484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3093499.000000 Penalty: 3352.009033
	Iteration 66Q: 3 clusters Score -3093499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3093502.500000 Penalty: 3352.009033
	Iteration 67Q: 3 clusters Score -3093502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3093502.500000 Penalty: 3352.009033
	Iteration 68Q: 3 clusters Score -3093502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3093502.000000 Penalty: 3352.009033
	Iteration 69Q: 3 clusters Score -3093502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3093506.750000 Penalty: 3352.009033
	Iteration 70Q: 3 clusters Score -3093507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3093509.750000 Penalty: 3352.009033
	Iteration 71Q: 3 clusters Score -3093510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3093509.750000 Penalty: 3352.009033
	Iteration 72F: 3 clusters Score -3093510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Entering Unmasked Estep 
Score: -1515339.125000 Penalty: 1564.217529
	Iteration 0F: 2 clusters Score -1515339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1504859.625000 Penalty: 3128.435059
	Iteration 0F: 3 clusters Score -1504860 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1508766.875000 Penalty: 3128.435059
	Iteration 1F: 3 clusters Score -1508767 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1509378.750000 Penalty: 3128.435059
	Iteration 2F: 3 clusters Score -1509379 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1510124.250000 Penalty: 3128.435059
	Iteration 3F: 3 clusters Score -1510124 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1511051.500000 Penalty: 3128.435059
	Iteration 4F: 3 clusters Score -1511052 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1512035.125000 Penalty: 3128.435059
	Iteration 5F: 3 clusters Score -1512035 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1512814.625000 Penalty: 3128.435059
	Iteration 6F: 3 clusters Score -1512815 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1513329.000000 Penalty: 3128.435059
	Iteration 7F: 3 clusters Score -1513329 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1513598.625000 Penalty: 3128.435059
	Iteration 8Q: 3 clusters Score -1513599 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1513761.125000 Penalty: 3128.435059
	Iteration 9Q: 3 clusters Score -1513761 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1513877.250000 Penalty: 3128.435059
	Iteration 10Q: 3 clusters Score -1513877 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1513958.250000 Penalty: 3128.435059
	Iteration 11Q: 3 clusters Score -1513958 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1514024.500000 Penalty: 3128.435059
	Iteration 12Q: 3 clusters Score -1514024 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1514072.250000 Penalty: 3128.435059
	Iteration 13Q: 3 clusters Score -1514072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1514107.500000 Penalty: 3128.435059
	Iteration 14Q: 3 clusters Score -1514108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1514150.625000 Penalty: 3128.435059
	Iteration 15Q: 3 clusters Score -1514151 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1514186.375000 Penalty: 3128.435059
	Iteration 16Q: 3 clusters Score -1514186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1514218.875000 Penalty: 3128.435059
	Iteration 17Q: 3 clusters Score -1514219 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1514256.125000 Penalty: 3128.435059
	Iteration 18Q: 3 clusters Score -1514256 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1514299.375000 Penalty: 3128.435059
	Iteration 19Q: 3 clusters Score -1514299 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1514341.375000 Penalty: 3128.435059
	Iteration 20F: 3 clusters Score -1514341 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1514381.750000 Penalty: 3128.435059
	Iteration 21Q: 3 clusters Score -1514382 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1514417.625000 Penalty: 3128.435059
	Iteration 22Q: 3 clusters Score -1514418 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1514449.375000 Penalty: 3128.435059
	Iteration 23Q: 3 clusters Score -1514449 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1514497.875000 Penalty: 3128.435059
	Iteration 24Q: 3 clusters Score -1514498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1514532.375000 Penalty: 3128.435059
	Iteration 25Q: 3 clusters Score -1514532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1514563.125000 Penalty: 3128.435059
	Iteration 26Q: 3 clusters Score -1514563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1514596.625000 Penalty: 3128.435059
	Iteration 27Q: 3 clusters Score -1514597 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1514632.250000 Penalty: 3128.435059
	Iteration 28Q: 3 clusters Score -1514632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1514661.875000 Penalty: 3128.435059
	Iteration 29Q: 3 clusters Score -1514662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1514690.500000 Penalty: 3128.435059
	Iteration 30Q: 3 clusters Score -1514690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1514726.000000 Penalty: 3128.435059
	Iteration 31Q: 3 clusters Score -1514726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1514747.250000 Penalty: 3128.435059
	Iteration 32Q: 3 clusters Score -1514747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1514765.125000 Penalty: 3128.435059
	Iteration 33Q: 3 clusters Score -1514765 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1514784.375000 Penalty: 3128.435059
	Iteration 34Q: 3 clusters Score -1514784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1514803.625000 Penalty: 3128.435059
	Iteration 35Q: 3 clusters Score -1514804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1514817.500000 Penalty: 3128.435059
	Iteration 36Q: 3 clusters Score -1514818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1514820.750000 Penalty: 3128.435059
	Iteration 37Q: 3 clusters Score -1514821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1514832.250000 Penalty: 3128.435059
	Iteration 38Q: 3 clusters Score -1514832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1514840.625000 Penalty: 3128.435059
	Iteration 39Q: 3 clusters Score -1514841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1514844.500000 Penalty: 3128.435059
	Iteration 40F: 3 clusters Score -1514844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1514852.500000 Penalty: 3128.435059
	Iteration 41Q: 3 clusters Score -1514852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1514860.125000 Penalty: 3128.435059
	Iteration 42Q: 3 clusters Score -1514860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1514861.125000 Penalty: 3128.435059
	Iteration 43Q: 3 clusters Score -1514861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1514868.000000 Penalty: 3128.435059
	Iteration 44Q: 3 clusters Score -1514868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1514866.250000 Penalty: 3128.435059
	Iteration 45Q: 3 clusters Score -1514866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1514874.375000 Penalty: 3128.435059
	Iteration 46Q: 3 clusters Score -1514874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1514877.500000 Penalty: 3128.435059
	Iteration 47Q: 3 clusters Score -1514878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1514878.000000 Penalty: 3128.435059
	Iteration 48Q: 3 clusters Score -1514878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1514878.375000 Penalty: 3128.435059
	Iteration 49Q: 3 clusters Score -1514878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1514882.625000 Penalty: 3128.435059
	Iteration 50Q: 3 clusters Score -1514883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1514883.375000 Penalty: 3128.435059
	Iteration 51Q: 3 clusters Score -1514883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1514882.250000 Penalty: 3128.435059
	Iteration 52Q: 3 clusters Score -1514882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1514883.625000 Penalty: 3128.435059
	Iteration 53Q: 3 clusters Score -1514884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1514884.875000 Penalty: 3128.435059
	Iteration 54Q: 3 clusters Score -1514885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1514884.000000 Penalty: 3128.435059
	Iteration 55Q: 3 clusters Score -1514884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1514888.000000 Penalty: 3128.435059
	Iteration 56Q: 3 clusters Score -1514888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1514890.375000 Penalty: 3128.435059
	Iteration 57Q: 3 clusters Score -1514890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1514889.375000 Penalty: 3128.435059
	Iteration 58Q: 3 clusters Score -1514889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1514892.500000 Penalty: 3128.435059
	Iteration 59Q: 3 clusters Score -1514892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1514892.000000 Penalty: 3128.435059
	Iteration 60F: 3 clusters Score -1514892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1514895.625000 Penalty: 3128.435059
	Iteration 61Q: 3 clusters Score -1514896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1514895.000000 Penalty: 3128.435059
	Iteration 62Q: 3 clusters Score -1514895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1514895.375000 Penalty: 3128.435059
	Iteration 63Q: 3 clusters Score -1514895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1514895.875000 Penalty: 3128.435059
	Iteration 64Q: 3 clusters Score -1514896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1514894.625000 Penalty: 3128.435059
	Iteration 65Q: 3 clusters Score -1514895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1514898.750000 Penalty: 3128.435059
	Iteration 66Q: 3 clusters Score -1514899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1514895.625000 Penalty: 3128.435059
	Iteration 67Q: 3 clusters Score -1514896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1514895.500000 Penalty: 3128.435059
	Iteration 68Q: 3 clusters Score -1514896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1514894.750000 Penalty: 3128.435059
	Iteration 69Q: 3 clusters Score -1514895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1514896.375000 Penalty: 3128.435059
	Iteration 70Q: 3 clusters Score -1514896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1514895.250000 Penalty: 3128.435059
	Iteration 71Q: 3 clusters Score -1514895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1514895.750000 Penalty: 3128.435059
	Iteration 72Q: 3 clusters Score -1514896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1514897.750000 Penalty: 3128.435059
	Iteration 73Q: 3 clusters Score -1514898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1514898.625000 Penalty: 3128.435059
	Iteration 74Q: 3 clusters Score -1514899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1514899.500000 Penalty: 3128.435059
	Iteration 75Q: 3 clusters Score -1514900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1514902.625000 Penalty: 3128.435059
	Iteration 76Q: 3 clusters Score -1514903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1514902.625000 Penalty: 3128.435059
	Iteration 77Q: 3 clusters Score -1514903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1514902.625000 Penalty: 3128.435059
	Iteration 78F: 3 clusters Score -1514903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Entering Unmasked Estep 
Score: -3233922.000000 Penalty: 1684.571289
	Iteration 0F: 2 clusters Score -3233922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3212536.250000 Penalty: 3369.142578
	Iteration 0F: 3 clusters Score -3212536 nChanged 14751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3220910.000000 Penalty: 3369.142578
	Iteration 1F: 3 clusters Score -3220910 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3221991.750000 Penalty: 3369.142578
	Iteration 2F: 3 clusters Score -3221992 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3223516.250000 Penalty: 3369.142578
	Iteration 3F: 3 clusters Score -3223516 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3225388.750000 Penalty: 3369.142578
	Iteration 4F: 3 clusters Score -3225389 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3227176.250000 Penalty: 3369.142578
	Iteration 5F: 3 clusters Score -3227176 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3228506.000000 Penalty: 3369.142578
	Iteration 6F: 3 clusters Score -3228506 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3229326.500000 Penalty: 3369.142578
	Iteration 7Q: 3 clusters Score -3229326 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3229865.750000 Penalty: 3369.142578
	Iteration 8Q: 3 clusters Score -3229866 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3230374.000000 Penalty: 3369.142578
	Iteration 9Q: 3 clusters Score -3230374 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3230823.250000 Penalty: 3369.142578
	Iteration 10Q: 3 clusters Score -3230823 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3231164.250000 Penalty: 3369.142578
	Iteration 11Q: 3 clusters Score -3231164 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3231448.500000 Penalty: 3369.142578
	Iteration 12Q: 3 clusters Score -3231448 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3231673.250000 Penalty: 3369.142578
	Iteration 13Q: 3 clusters Score -3231673 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3231865.000000 Penalty: 3369.142578
	Iteration 14Q: 3 clusters Score -3231865 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3232020.750000 Penalty: 3369.142578
	Iteration 15Q: 3 clusters Score -3232021 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3232123.500000 Penalty: 3369.142578
	Iteration 16Q: 3 clusters Score -3232124 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3232228.000000 Penalty: 3369.142578
	Iteration 17Q: 3 clusters Score -3232228 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3232286.500000 Penalty: 3369.142578
	Iteration 18Q: 3 clusters Score -3232286 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3232369.500000 Penalty: 3369.142578
	Iteration 19Q: 3 clusters Score -3232370 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3232424.250000 Penalty: 3369.142578
	Iteration 20F: 3 clusters Score -3232424 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3232476.750000 Penalty: 3369.142578
	Iteration 21Q: 3 clusters Score -3232477 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3232503.000000 Penalty: 3369.142578
	Iteration 22Q: 3 clusters Score -3232503 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3232540.250000 Penalty: 3369.142578
	Iteration 23Q: 3 clusters Score -3232540 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3232593.250000 Penalty: 3369.142578
	Iteration 24Q: 3 clusters Score -3232593 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3232634.000000 Penalty: 3369.142578
	Iteration 25Q: 3 clusters Score -3232634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3232676.750000 Penalty: 3369.142578
	Iteration 26Q: 3 clusters Score -3232677 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3232727.500000 Penalty: 3369.142578
	Iteration 27Q: 3 clusters Score -3232728 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3232772.750000 Penalty: 3369.142578
	Iteration 28Q: 3 clusters Score -3232773 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3232813.000000 Penalty: 3369.142578
	Iteration 29Q: 3 clusters Score -3232813 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3232837.000000 Penalty: 3369.142578
	Iteration 30Q: 3 clusters Score -3232837 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3232854.250000 Penalty: 3369.142578
	Iteration 31Q: 3 clusters Score -3232854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3232880.500000 Penalty: 3369.142578
	Iteration 32Q: 3 clusters Score -3232880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3232897.750000 Penalty: 3369.142578
	Iteration 33Q: 3 clusters Score -3232898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3232914.000000 Penalty: 3369.142578
	Iteration 34Q: 3 clusters Score -3232914 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3232936.250000 Penalty: 3369.142578
	Iteration 35Q: 3 clusters Score -3232936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3232968.750000 Penalty: 3369.142578
	Iteration 36Q: 3 clusters Score -3232969 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3232988.000000 Penalty: 3369.142578
	Iteration 37Q: 3 clusters Score -3232988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3233013.000000 Penalty: 3369.142578
	Iteration 38Q: 3 clusters Score -3233013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3233025.000000 Penalty: 3369.142578
	Iteration 39Q: 3 clusters Score -3233025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3233040.750000 Penalty: 3369.142578
	Iteration 40F: 3 clusters Score -3233041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3233050.500000 Penalty: 3369.142578
	Iteration 41Q: 3 clusters Score -3233050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3233063.250000 Penalty: 3369.142578
	Iteration 42Q: 3 clusters Score -3233063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3233069.750000 Penalty: 3369.142578
	Iteration 43Q: 3 clusters Score -3233070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3233080.500000 Penalty: 3369.142578
	Iteration 44Q: 3 clusters Score -3233080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3233071.500000 Penalty: 3369.142578
	Iteration 45Q: 3 clusters Score -3233072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3233072.750000 Penalty: 3369.142578
	Iteration 46Q: 3 clusters Score -3233073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3233076.000000 Penalty: 3369.142578
	Iteration 47Q: 3 clusters Score -3233076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3233092.750000 Penalty: 3369.142578
	Iteration 48Q: 3 clusters Score -3233093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3233098.000000 Penalty: 3369.142578
	Iteration 49Q: 3 clusters Score -3233098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3233100.500000 Penalty: 3369.142578
	Iteration 50Q: 3 clusters Score -3233100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3233103.250000 Penalty: 3369.142578
	Iteration 51Q: 3 clusters Score -3233103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3233113.750000 Penalty: 3369.142578
	Iteration 52Q: 3 clusters Score -3233114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3233118.000000 Penalty: 3369.142578
	Iteration 53Q: 3 clusters Score -3233118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3233122.250000 Penalty: 3369.142578
	Iteration 54Q: 3 clusters Score -3233122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3233118.000000 Penalty: 3369.142578
	Iteration 55Q: 3 clusters Score -3233118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3233119.750000 Penalty: 3369.142578
	Iteration 56Q: 3 clusters Score -3233120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3233117.250000 Penalty: 3369.142578
	Iteration 57Q: 3 clusters Score -3233117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3233118.250000 Penalty: 3369.142578
	Iteration 58Q: 3 clusters Score -3233118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3233123.750000 Penalty: 3369.142578
	Iteration 59Q: 3 clusters Score -3233124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3233117.250000 Penalty: 3369.142578
	Iteration 60F: 3 clusters Score -3233117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3233125.000000 Penalty: 3369.142578
	Iteration 61Q: 3 clusters Score -3233125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3233128.000000 Penalty: 3369.142578
	Iteration 62Q: 3 clusters Score -3233128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3233124.750000 Penalty: 3369.142578
	Iteration 63Q: 3 clusters Score -3233125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3233131.250000 Penalty: 3369.142578
	Iteration 64Q: 3 clusters Score -3233131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3233137.500000 Penalty: 3369.142578
	Iteration 65Q: 3 clusters Score -3233138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3233142.500000 Penalty: 3369.142578
	Iteration 66Q: 3 clusters Score -3233142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3233141.500000 Penalty: 3369.142578
	Iteration 67Q: 3 clusters Score -3233142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3233142.750000 Penalty: 3369.142578
	Iteration 68Q: 3 clusters Score -3233143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3233148.500000 Penalty: 3369.142578
	Iteration 69Q: 3 clusters Score -3233148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3233146.250000 Penalty: 3369.142578
	Iteration 70Q: 3 clusters Score -3233146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3233148.000000 Penalty: 3369.142578
	Iteration 71Q: 3 clusters Score -3233148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3233145.500000 Penalty: 3369.142578
	Iteration 72Q: 3 clusters Score -3233146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3233144.000000 Penalty: 3369.142578
	Iteration 73Q: 3 clusters Score -3233144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3233149.500000 Penalty: 3369.142578
	Iteration 74Q: 3 clusters Score -3233150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3233149.000000 Penalty: 3369.142578
	Iteration 75Q: 3 clusters Score -3233149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3233156.000000 Penalty: 3369.142578
	Iteration 76Q: 3 clusters Score -3233156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3233154.250000 Penalty: 3369.142578
	Iteration 77Q: 3 clusters Score -3233154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3233156.250000 Penalty: 3369.142578
	Iteration 78Q: 3 clusters Score -3233156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3233152.000000 Penalty: 3369.142578
	Iteration 79Q: 3 clusters Score -3233152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3233153.250000 Penalty: 3369.142578
	Iteration 80F: 3 clusters Score -3233153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3233150.500000 Penalty: 3369.142578
	Iteration 81Q: 3 clusters Score -3233150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3233151.000000 Penalty: 3369.142578
	Iteration 82Q: 3 clusters Score -3233151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3233153.750000 Penalty: 3369.142578
	Iteration 83Q: 3 clusters Score -3233154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3233155.750000 Penalty: 3369.142578
	Iteration 84Q: 3 clusters Score -3233156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3233158.250000 Penalty: 3369.142578
	Iteration 85Q: 3 clusters Score -3233158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3233151.000000 Penalty: 3369.142578
	Iteration 86Q: 3 clusters Score -3233151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3233152.000000 Penalty: 3369.142578
	Iteration 87Q: 3 clusters Score -3233152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3233152.750000 Penalty: 3369.142578
	Iteration 88Q: 3 clusters Score -3233153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3233152.750000 Penalty: 3369.142578
	Iteration 89F: 3 clusters Score -3233153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Entering Unmasked Estep 
Score: -7409633.000000 Penalty: 1814.640869
	Iteration 0F: 2 clusters Score -7409633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -7362394.500000 Penalty: 3629.281738
	Iteration 0F: 3 clusters Score -7362394 nChanged 33426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -7381749.000000 Penalty: 3629.281738
	Iteration 1F: 3 clusters Score -7381749 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -7382671.500000 Penalty: 3629.281738
	Iteration 2Q: 3 clusters Score -7382672 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -7384105.000000 Penalty: 3629.281738
	Iteration 3Q: 3 clusters Score -7384105 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7386350.000000 Penalty: 3629.281738
	Iteration 4F: 3 clusters Score -7386350 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -7389800.000000 Penalty: 3629.281738
	Iteration 5F: 3 clusters Score -7389800 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -7394417.500000 Penalty: 3629.281738
	Iteration 6F: 3 clusters Score -7394418 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -7399185.000000 Penalty: 3629.281738
	Iteration 7F: 3 clusters Score -7399185 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -7402899.500000 Penalty: 3629.281738
	Iteration 8F: 3 clusters Score -7402900 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -7405395.000000 Penalty: 3629.281738
	Iteration 9Q: 3 clusters Score -7405395 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7406799.500000 Penalty: 3629.281738
	Iteration 10Q: 3 clusters Score -7406800 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7407499.500000 Penalty: 3629.281738
	Iteration 11Q: 3 clusters Score -7407500 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7407858.000000 Penalty: 3629.281738
	Iteration 12Q: 3 clusters Score -7407858 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7408060.000000 Penalty: 3629.281738
	Iteration 13Q: 3 clusters Score -7408060 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7408169.000000 Penalty: 3629.281738
	Iteration 14Q: 3 clusters Score -7408169 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7408251.000000 Penalty: 3629.281738
	Iteration 15Q: 3 clusters Score -7408251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7408308.500000 Penalty: 3629.281738
	Iteration 16Q: 3 clusters Score -7408308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7408357.500000 Penalty: 3629.281738
	Iteration 17Q: 3 clusters Score -7408358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7408383.500000 Penalty: 3629.281738
	Iteration 18Q: 3 clusters Score -7408384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7408392.000000 Penalty: 3629.281738
	Iteration 19Q: 3 clusters Score -7408392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7408405.500000 Penalty: 3629.281738
	Iteration 20F: 3 clusters Score -7408406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7408410.500000 Penalty: 3629.281738
	Iteration 21Q: 3 clusters Score -7408410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7408432.000000 Penalty: 3629.281738
	Iteration 22Q: 3 clusters Score -7408432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7408432.000000 Penalty: 3629.281738
	Iteration 23Q: 3 clusters Score -7408432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7408438.500000 Penalty: 3629.281738
	Iteration 24Q: 3 clusters Score -7408438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70054 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7408441.000000 Penalty: 3629.281738
	Iteration 25Q: 3 clusters Score -7408441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7408441.500000 Penalty: 3629.281738
	Iteration 26Q: 3 clusters Score -7408442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7408457.000000 Penalty: 3629.281738
	Iteration 27Q: 3 clusters Score -7408457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7408458.000000 Penalty: 3629.281738
	Iteration 28Q: 3 clusters Score -7408458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7408459.500000 Penalty: 3629.281738
	Iteration 29Q: 3 clusters Score -7408460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7408458.500000 Penalty: 3629.281738
	Iteration 30Q: 3 clusters Score -7408458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7408458.000000 Penalty: 3629.281738
	Iteration 31Q: 3 clusters Score -7408458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7408461.000000 Penalty: 3629.281738
	Iteration 32Q: 3 clusters Score -7408461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7408455.000000 Penalty: 3629.281738
	Iteration 33Q: 3 clusters Score -7408455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7408461.500000 Penalty: 3629.281738
	Iteration 34Q: 3 clusters Score -7408462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7408461.000000 Penalty: 3629.281738
	Iteration 35Q: 3 clusters Score -7408461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7408461.000000 Penalty: 3629.281738
	Iteration 36F: 3 clusters Score -7408461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Entering Unmasked Estep 
Score: -4024875.000000 Penalty: 1717.659668
	Iteration 0F: 2 clusters Score -4024875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3998776.500000 Penalty: 3435.319336
	Iteration 0F: 3 clusters Score -3998776 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4009066.500000 Penalty: 3435.319336
	Iteration 1F: 3 clusters Score -4009066 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4009866.000000 Penalty: 3435.319336
	Iteration 2Q: 3 clusters Score -4009866 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4010945.500000 Penalty: 3435.319336
	Iteration 3F: 3 clusters Score -4010946 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4012377.500000 Penalty: 3435.319336
	Iteration 4F: 3 clusters Score -4012378 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4014042.500000 Penalty: 3435.319336
	Iteration 5F: 3 clusters Score -4014042 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4015653.250000 Penalty: 3435.319336
	Iteration 6F: 3 clusters Score -4015653 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4017101.250000 Penalty: 3435.319336
	Iteration 7F: 3 clusters Score -4017101 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4018385.500000 Penalty: 3435.319336
	Iteration 8Q: 3 clusters Score -4018386 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4019367.000000 Penalty: 3435.319336
	Iteration 9Q: 3 clusters Score -4019367 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4020216.750000 Penalty: 3435.319336
	Iteration 10Q: 3 clusters Score -4020217 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4020896.500000 Penalty: 3435.319336
	Iteration 11Q: 3 clusters Score -4020896 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4021459.750000 Penalty: 3435.319336
	Iteration 12Q: 3 clusters Score -4021460 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4021967.250000 Penalty: 3435.319336
	Iteration 13Q: 3 clusters Score -4021967 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4022404.000000 Penalty: 3435.319336
	Iteration 14Q: 3 clusters Score -4022404 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4022709.000000 Penalty: 3435.319336
	Iteration 15Q: 3 clusters Score -4022709 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4022956.000000 Penalty: 3435.319336
	Iteration 16Q: 3 clusters Score -4022956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4023085.750000 Penalty: 3435.319336
	Iteration 17Q: 3 clusters Score -4023086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4023204.000000 Penalty: 3435.319336
	Iteration 18Q: 3 clusters Score -4023204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4023294.000000 Penalty: 3435.319336
	Iteration 19Q: 3 clusters Score -4023294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4023369.750000 Penalty: 3435.319336
	Iteration 20F: 3 clusters Score -4023370 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4023430.750000 Penalty: 3435.319336
	Iteration 21Q: 3 clusters Score -4023431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4023467.750000 Penalty: 3435.319336
	Iteration 22Q: 3 clusters Score -4023468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4023496.250000 Penalty: 3435.319336
	Iteration 23Q: 3 clusters Score -4023496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4023517.250000 Penalty: 3435.319336
	Iteration 24Q: 3 clusters Score -4023517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4023537.250000 Penalty: 3435.319336
	Iteration 25Q: 3 clusters Score -4023537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4023553.250000 Penalty: 3435.319336
	Iteration 26Q: 3 clusters Score -4023553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4023566.500000 Penalty: 3435.319336
	Iteration 27Q: 3 clusters Score -4023566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4023571.750000 Penalty: 3435.319336
	Iteration 28Q: 3 clusters Score -4023572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -4023585.750000 Penalty: 3435.319336
	Iteration 29Q: 3 clusters Score -4023586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4023588.250000 Penalty: 3435.319336
	Iteration 30Q: 3 clusters Score -4023588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4023601.500000 Penalty: 3435.319336
	Iteration 31Q: 3 clusters Score -4023602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4023606.500000 Penalty: 3435.319336
	Iteration 32Q: 3 clusters Score -4023606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -4023617.000000 Penalty: 3435.319336
	Iteration 33Q: 3 clusters Score -4023617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -4023619.500000 Penalty: 3435.319336
	Iteration 34Q: 3 clusters Score -4023620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4023619.500000 Penalty: 3435.319336
	Iteration 35Q: 3 clusters Score -4023620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -4023621.000000 Penalty: 3435.319336
	Iteration 36Q: 3 clusters Score -4023621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4023627.000000 Penalty: 3435.319336
	Iteration 37Q: 3 clusters Score -4023627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -4023634.250000 Penalty: 3435.319336
	Iteration 38Q: 3 clusters Score -4023634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4023631.000000 Penalty: 3435.319336
	Iteration 39Q: 3 clusters Score -4023631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4023631.500000 Penalty: 3435.319336
	Iteration 40F: 3 clusters Score -4023632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4023632.500000 Penalty: 3435.319336
	Iteration 41Q: 3 clusters Score -4023632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4023632.750000 Penalty: 3435.319336
	Iteration 42Q: 3 clusters Score -4023633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4023633.500000 Penalty: 3435.319336
	Iteration 43Q: 3 clusters Score -4023634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4023635.750000 Penalty: 3435.319336
	Iteration 44Q: 3 clusters Score -4023636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4023636.500000 Penalty: 3435.319336
	Iteration 45Q: 3 clusters Score -4023636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4023639.000000 Penalty: 3435.319336
	Iteration 46Q: 3 clusters Score -4023639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4023640.500000 Penalty: 3435.319336
	Iteration 47Q: 3 clusters Score -4023640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4023640.500000 Penalty: 3435.319336
	Iteration 48F: 3 clusters Score -4023640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -1220911.000000 Penalty: 1525.057007
	Iteration 0F: 2 clusters Score -1220911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1212573.875000 Penalty: 3050.114014
	Iteration 0F: 3 clusters Score -1212574 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1215374.500000 Penalty: 3050.114014
	Iteration 1F: 3 clusters Score -1215374 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1215651.625000 Penalty: 3050.114014
	Iteration 2F: 3 clusters Score -1215652 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1215866.750000 Penalty: 3050.114014
	Iteration 3Q: 3 clusters Score -1215867 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1216046.500000 Penalty: 3050.114014
	Iteration 4Q: 3 clusters Score -1216046 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1216220.875000 Penalty: 3050.114014
	Iteration 5Q: 3 clusters Score -1216221 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1216406.875000 Penalty: 3050.114014
	Iteration 6Q: 3 clusters Score -1216407 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1216669.000000 Penalty: 3050.114014
	Iteration 7Q: 3 clusters Score -1216669 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1217025.250000 Penalty: 3050.114014
	Iteration 8Q: 3 clusters Score -1217025 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1217598.500000 Penalty: 3050.114014
	Iteration 9F: 3 clusters Score -1217598 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1218366.625000 Penalty: 3050.114014
	Iteration 10F: 3 clusters Score -1218367 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1219085.750000 Penalty: 3050.114014
	Iteration 11F: 3 clusters Score -1219086 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1219689.875000 Penalty: 3050.114014
	Iteration 12F: 3 clusters Score -1219690 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1220168.625000 Penalty: 3050.114014
	Iteration 13Q: 3 clusters Score -1220169 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1220636.250000 Penalty: 3050.114014
	Iteration 14Q: 3 clusters Score -1220636 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1221083.000000 Penalty: 3050.114014
	Iteration 15Q: 3 clusters Score -1221083 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1221359.750000 Penalty: 3050.114014
	Iteration 16Q: 3 clusters Score -1221360 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1221458.750000 Penalty: 3050.114014
	Iteration 17Q: 3 clusters Score -1221459 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1221499.750000 Penalty: 3050.114014
	Iteration 18Q: 3 clusters Score -1221500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1221513.625000 Penalty: 3050.114014
	Iteration 19Q: 3 clusters Score -1221514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1221521.125000 Penalty: 3050.114014
	Iteration 20F: 3 clusters Score -1221521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1221529.125000 Penalty: 3050.114014
	Iteration 21Q: 3 clusters Score -1221529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1221530.750000 Penalty: 3050.114014
	Iteration 22Q: 3 clusters Score -1221531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1221536.000000 Penalty: 3050.114014
	Iteration 23Q: 3 clusters Score -1221536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1221535.375000 Penalty: 3050.114014
	Iteration 24Q: 3 clusters Score -1221535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1221536.000000 Penalty: 3050.114014
	Iteration 25Q: 3 clusters Score -1221536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1221538.625000 Penalty: 3050.114014
	Iteration 26Q: 3 clusters Score -1221539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1221537.000000 Penalty: 3050.114014
	Iteration 27Q: 3 clusters Score -1221537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1221537.500000 Penalty: 3050.114014
	Iteration 28Q: 3 clusters Score -1221538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1221537.250000 Penalty: 3050.114014
	Iteration 29Q: 3 clusters Score -1221537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1221537.250000 Penalty: 3050.114014
	Iteration 30F: 3 clusters Score -1221537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 9983 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Entering Unmasked Estep 
Score: -154054352.000000 Penalty: 97216.617188
Splitting cluster 8 changes total score from -154053936.000000 to -154054352.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 9 (110713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Entering Unmasked Estep 
Score: -11511853.000000 Penalty: 1887.388184
	Iteration 0F: 2 clusters Score -1.151185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -11438067.000000 Penalty: 3774.776367
	Iteration 0F: 3 clusters Score -1.143807e+07 nChanged 52856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -11468711.000000 Penalty: 3774.776367
	Iteration 1F: 3 clusters Score -1.146871e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -11469626.000000 Penalty: 3774.776367
	Iteration 2Q: 3 clusters Score -1.146963e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -11470636.000000 Penalty: 3774.776367
	Iteration 3Q: 3 clusters Score -1.147064e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -11472055.000000 Penalty: 3774.776367
	Iteration 4Q: 3 clusters Score -1.147206e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -11474130.000000 Penalty: 3774.776367
	Iteration 5Q: 3 clusters Score -1.147413e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -11476918.000000 Penalty: 3774.776367
	Iteration 6F: 3 clusters Score -1.147692e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -11480465.000000 Penalty: 3774.776367
	Iteration 7F: 3 clusters Score -1.148046e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -11484802.000000 Penalty: 3774.776367
	Iteration 8F: 3 clusters Score -1.14848e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -11489573.000000 Penalty: 3774.776367
	Iteration 9F: 3 clusters Score -1.148957e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -11494379.000000 Penalty: 3774.776367
	Iteration 10F: 3 clusters Score -1.149438e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -11499001.000000 Penalty: 3774.776367
	Iteration 11F: 3 clusters Score -1.1499e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -11501828.000000 Penalty: 3774.776367
	Iteration 12Q: 3 clusters Score -1.150183e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -11503188.000000 Penalty: 3774.776367
	Iteration 13Q: 3 clusters Score -1.150319e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -11504037.000000 Penalty: 3774.776367
	Iteration 14Q: 3 clusters Score -1.150404e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -11504832.000000 Penalty: 3774.776367
	Iteration 15Q: 3 clusters Score -1.150483e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -11505457.000000 Penalty: 3774.776367
	Iteration 16Q: 3 clusters Score -1.150546e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -11505989.000000 Penalty: 3774.776367
	Iteration 17Q: 3 clusters Score -1.150599e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -11506455.000000 Penalty: 3774.776367
	Iteration 18Q: 3 clusters Score -1.150646e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -11506930.000000 Penalty: 3774.776367
	Iteration 19Q: 3 clusters Score -1.150693e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -11507339.000000 Penalty: 3774.776367
	Iteration 20F: 3 clusters Score -1.150734e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -11507753.000000 Penalty: 3774.776367
	Iteration 21Q: 3 clusters Score -1.150775e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -11508074.000000 Penalty: 3774.776367
	Iteration 22Q: 3 clusters Score -1.150807e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -11508417.000000 Penalty: 3774.776367
	Iteration 23Q: 3 clusters Score -1.150842e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -11508845.000000 Penalty: 3774.776367
	Iteration 24Q: 3 clusters Score -1.150884e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -11509192.000000 Penalty: 3774.776367
	Iteration 25Q: 3 clusters Score -1.150919e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -11509428.000000 Penalty: 3774.776367
	Iteration 26Q: 3 clusters Score -1.150943e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -11509616.000000 Penalty: 3774.776367
	Iteration 27Q: 3 clusters Score -1.150962e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -11509827.000000 Penalty: 3774.776367
	Iteration 28Q: 3 clusters Score -1.150983e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -11510101.000000 Penalty: 3774.776367
	Iteration 29Q: 3 clusters Score -1.15101e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -11510294.000000 Penalty: 3774.776367
	Iteration 30Q: 3 clusters Score -1.151029e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -11510465.000000 Penalty: 3774.776367
	Iteration 31Q: 3 clusters Score -1.151046e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -11510566.000000 Penalty: 3774.776367
	Iteration 32Q: 3 clusters Score -1.151057e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 101961 members 
Entering Unmasked Estep 
Score: -11510688.000000 Penalty: 3774.776367
	Iteration 33Q: 3 clusters Score -1.151069e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -11510761.000000 Penalty: 3774.776367
	Iteration 34Q: 3 clusters Score -1.151076e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -11510839.000000 Penalty: 3774.776367
	Iteration 35Q: 3 clusters Score -1.151084e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -11510880.000000 Penalty: 3774.776367
	Iteration 36Q: 3 clusters Score -1.151088e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -11510937.000000 Penalty: 3774.776367
	Iteration 37Q: 3 clusters Score -1.151094e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -11510949.000000 Penalty: 3774.776367
	Iteration 38Q: 3 clusters Score -1.151095e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -11510936.000000 Penalty: 3774.776367
	Iteration 39Q: 3 clusters Score -1.151094e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -11510960.000000 Penalty: 3774.776367
	Iteration 40F: 3 clusters Score -1.151096e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -11510960.000000 Penalty: 3774.776367
	Iteration 41Q: 3 clusters Score -1.151096e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -11511038.000000 Penalty: 3774.776367
	Iteration 42Q: 3 clusters Score -1.151104e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 104779 members 
Entering Unmasked Estep 
Score: -11511068.000000 Penalty: 3774.776367
	Iteration 43Q: 3 clusters Score -1.151107e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -11511085.000000 Penalty: 3774.776367
	Iteration 44Q: 3 clusters Score -1.151108e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -11511113.000000 Penalty: 3774.776367
	Iteration 45Q: 3 clusters Score -1.151111e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -11511143.000000 Penalty: 3774.776367
	Iteration 46Q: 3 clusters Score -1.151114e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -11511148.000000 Penalty: 3774.776367
	Iteration 47Q: 3 clusters Score -1.151115e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -11511151.000000 Penalty: 3774.776367
	Iteration 48Q: 3 clusters Score -1.151115e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -11511148.000000 Penalty: 3774.776367
	Iteration 49Q: 3 clusters Score -1.151115e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -11511186.000000 Penalty: 3774.776367
	Iteration 50Q: 3 clusters Score -1.151119e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 105916 members 
Entering Unmasked Estep 
Score: -11511200.000000 Penalty: 3774.776367
	Iteration 51Q: 3 clusters Score -1.15112e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -11511197.000000 Penalty: 3774.776367
	Iteration 52Q: 3 clusters Score -1.15112e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -11511237.000000 Penalty: 3774.776367
	Iteration 53Q: 3 clusters Score -1.151124e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -11511258.000000 Penalty: 3774.776367
	Iteration 54Q: 3 clusters Score -1.151126e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -11511263.000000 Penalty: 3774.776367
	Iteration 55Q: 3 clusters Score -1.151126e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -11511269.000000 Penalty: 3774.776367
	Iteration 56Q: 3 clusters Score -1.151127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -11511291.000000 Penalty: 3774.776367
	Iteration 57Q: 3 clusters Score -1.151129e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -11511299.000000 Penalty: 3774.776367
	Iteration 58Q: 3 clusters Score -1.15113e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -11511290.000000 Penalty: 3774.776367
	Iteration 59Q: 3 clusters Score -1.151129e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -11511307.000000 Penalty: 3774.776367
	Iteration 60F: 3 clusters Score -1.151131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -11511304.000000 Penalty: 3774.776367
	Iteration 61Q: 3 clusters Score -1.15113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -11511326.000000 Penalty: 3774.776367
	Iteration 62Q: 3 clusters Score -1.151133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -11511313.000000 Penalty: 3774.776367
	Iteration 63Q: 3 clusters Score -1.151131e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -11511306.000000 Penalty: 3774.776367
	Iteration 64Q: 3 clusters Score -1.151131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -11511311.000000 Penalty: 3774.776367
	Iteration 65Q: 3 clusters Score -1.151131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -11511295.000000 Penalty: 3774.776367
	Iteration 66Q: 3 clusters Score -1.15113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -11511313.000000 Penalty: 3774.776367
	Iteration 67Q: 3 clusters Score -1.151131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
Score: -11511302.000000 Penalty: 3774.776367
	Iteration 68Q: 3 clusters Score -1.15113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
Score: -11511324.000000 Penalty: 3774.776367
	Iteration 69Q: 3 clusters Score -1.151132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 106796 members 
Entering Unmasked Estep 
Score: -11511335.000000 Penalty: 3774.776367
	Iteration 70Q: 3 clusters Score -1.151134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -11511338.000000 Penalty: 3774.776367
	Iteration 71Q: 3 clusters Score -1.151134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -11511336.000000 Penalty: 3774.776367
	Iteration 72Q: 3 clusters Score -1.151134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
Score: -11511339.000000 Penalty: 3774.776367
	Iteration 73Q: 3 clusters Score -1.151134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -11511333.000000 Penalty: 3774.776367
	Iteration 74Q: 3 clusters Score -1.151133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -11511340.000000 Penalty: 3774.776367
	Iteration 75Q: 3 clusters Score -1.151134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
Score: -11511338.000000 Penalty: 3774.776367
	Iteration 76Q: 3 clusters Score -1.151134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -11511367.000000 Penalty: 3774.776367
	Iteration 77Q: 3 clusters Score -1.151137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -11511356.000000 Penalty: 3774.776367
	Iteration 78Q: 3 clusters Score -1.151136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -11511356.000000 Penalty: 3774.776367
	Iteration 79Q: 3 clusters Score -1.151136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -11511365.000000 Penalty: 3774.776367
	Iteration 80F: 3 clusters Score -1.151136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -11511363.000000 Penalty: 3774.776367
	Iteration 81Q: 3 clusters Score -1.151136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -11511370.000000 Penalty: 3774.776367
	Iteration 82Q: 3 clusters Score -1.151137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -11511363.000000 Penalty: 3774.776367
	Iteration 83Q: 3 clusters Score -1.151136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -11511367.000000 Penalty: 3774.776367
	Iteration 84Q: 3 clusters Score -1.151137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -11511365.000000 Penalty: 3774.776367
	Iteration 85Q: 3 clusters Score -1.151136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 106975 members 
Entering Unmasked Estep 
Score: -11511353.000000 Penalty: 3774.776367
	Iteration 86Q: 3 clusters Score -1.151135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 106980 members 
Entering Unmasked Estep 
Score: -11511357.000000 Penalty: 3774.776367
	Iteration 87Q: 3 clusters Score -1.151136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -11511355.000000 Penalty: 3774.776367
	Iteration 88Q: 3 clusters Score -1.151136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -11511350.000000 Penalty: 3774.776367
	Iteration 89Q: 3 clusters Score -1.151135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -11511345.000000 Penalty: 3774.776367
	Iteration 90Q: 3 clusters Score -1.151134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -11511355.000000 Penalty: 3774.776367
	Iteration 91Q: 3 clusters Score -1.151136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -11511368.000000 Penalty: 3774.776367
	Iteration 92Q: 3 clusters Score -1.151137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -11511366.000000 Penalty: 3774.776367
	Iteration 93Q: 3 clusters Score -1.151137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -11511365.000000 Penalty: 3774.776367
	Iteration 94Q: 3 clusters Score -1.151136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -11511367.000000 Penalty: 3774.776367
	Iteration 95Q: 3 clusters Score -1.151137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -11511367.000000 Penalty: 3774.776367
	Iteration 96Q: 3 clusters Score -1.151137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -11511363.000000 Penalty: 3774.776367
	Iteration 97Q: 3 clusters Score -1.151136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -11511368.000000 Penalty: 3774.776367
	Iteration 98Q: 3 clusters Score -1.151137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -11511371.000000 Penalty: 3774.776367
	Iteration 99Q: 3 clusters Score -1.151137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -11511374.000000 Penalty: 3774.776367
	Iteration 100F: 3 clusters Score -1.151137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -11511367.000000 Penalty: 3774.776367
	Iteration 101Q: 3 clusters Score -1.151137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -11511367.000000 Penalty: 3774.776367
	Iteration 102Q: 3 clusters Score -1.151137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -11511366.000000 Penalty: 3774.776367
	Iteration 103Q: 3 clusters Score -1.151137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -11511368.000000 Penalty: 3774.776367
	Iteration 104Q: 3 clusters Score -1.151137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -11511368.000000 Penalty: 3774.776367
	Iteration 105Q: 3 clusters Score -1.151137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -11511365.000000 Penalty: 3774.776367
	Iteration 106Q: 3 clusters Score -1.151136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -11511365.000000 Penalty: 3774.776367
	Iteration 107F: 3 clusters Score -1.151136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Entering Unmasked Estep 
Score: -1524587.250000 Penalty: 1562.210449
	Iteration 0F: 2 clusters Score -1524587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1514166.875000 Penalty: 3124.420898
	Iteration 0F: 3 clusters Score -1514167 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1517847.250000 Penalty: 3124.420898
	Iteration 1F: 3 clusters Score -1517847 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1518111.250000 Penalty: 3124.420898
	Iteration 2F: 3 clusters Score -1518111 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1518322.125000 Penalty: 3124.420898
	Iteration 3Q: 3 clusters Score -1518322 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1518520.875000 Penalty: 3124.420898
	Iteration 4Q: 3 clusters Score -1518521 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1518711.875000 Penalty: 3124.420898
	Iteration 5Q: 3 clusters Score -1518712 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1518913.250000 Penalty: 3124.420898
	Iteration 6Q: 3 clusters Score -1518913 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1519155.125000 Penalty: 3124.420898
	Iteration 7Q: 3 clusters Score -1519155 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1519471.500000 Penalty: 3124.420898
	Iteration 8Q: 3 clusters Score -1519472 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1519888.750000 Penalty: 3124.420898
	Iteration 9Q: 3 clusters Score -1519889 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1520453.625000 Penalty: 3124.420898
	Iteration 10F: 3 clusters Score -1520454 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1521153.500000 Penalty: 3124.420898
	Iteration 11F: 3 clusters Score -1521154 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1521863.000000 Penalty: 3124.420898
	Iteration 12F: 3 clusters Score -1521863 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1522458.625000 Penalty: 3124.420898
	Iteration 13Q: 3 clusters Score -1522459 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1522825.000000 Penalty: 3124.420898
	Iteration 14Q: 3 clusters Score -1522825 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1523036.250000 Penalty: 3124.420898
	Iteration 15Q: 3 clusters Score -1523036 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1523181.375000 Penalty: 3124.420898
	Iteration 16Q: 3 clusters Score -1523181 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1523247.500000 Penalty: 3124.420898
	Iteration 17Q: 3 clusters Score -1523248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1523291.375000 Penalty: 3124.420898
	Iteration 18Q: 3 clusters Score -1523291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1523316.875000 Penalty: 3124.420898
	Iteration 19Q: 3 clusters Score -1523317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1523331.750000 Penalty: 3124.420898
	Iteration 20F: 3 clusters Score -1523332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1523346.500000 Penalty: 3124.420898
	Iteration 21Q: 3 clusters Score -1523346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1523356.125000 Penalty: 3124.420898
	Iteration 22Q: 3 clusters Score -1523356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1523363.625000 Penalty: 3124.420898
	Iteration 23Q: 3 clusters Score -1523364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1523364.250000 Penalty: 3124.420898
	Iteration 24Q: 3 clusters Score -1523364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1523370.750000 Penalty: 3124.420898
	Iteration 25Q: 3 clusters Score -1523371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1523371.625000 Penalty: 3124.420898
	Iteration 26Q: 3 clusters Score -1523372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1523374.750000 Penalty: 3124.420898
	Iteration 27Q: 3 clusters Score -1523375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1523374.750000 Penalty: 3124.420898
	Iteration 28F: 3 clusters Score -1523375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Entering Unmasked Estep 
Score: -8530615.000000 Penalty: 1837.450562
	Iteration 0F: 2 clusters Score -8530615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -8476391.000000 Penalty: 3674.901123
	Iteration 0F: 3 clusters Score -8476391 nChanged 38647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8499527.000000 Penalty: 3674.901123
	Iteration 1F: 3 clusters Score -8499527 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8501024.000000 Penalty: 3674.901123
	Iteration 2Q: 3 clusters Score -8501024 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8503269.000000 Penalty: 3674.901123
	Iteration 3F: 3 clusters Score -8503269 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -8505835.000000 Penalty: 3674.901123
	Iteration 4F: 3 clusters Score -8505835 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -8508528.000000 Penalty: 3674.901123
	Iteration 5F: 3 clusters Score -8508528 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -8510807.000000 Penalty: 3674.901123
	Iteration 6F: 3 clusters Score -8510807 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -8512671.000000 Penalty: 3674.901123
	Iteration 7Q: 3 clusters Score -8512671 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -8514165.000000 Penalty: 3674.901123
	Iteration 8Q: 3 clusters Score -8514165 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -8515821.000000 Penalty: 3674.901123
	Iteration 9Q: 3 clusters Score -8515821 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -8517653.000000 Penalty: 3674.901123
	Iteration 10Q: 3 clusters Score -8517653 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -8519541.000000 Penalty: 3674.901123
	Iteration 11Q: 3 clusters Score -8519541 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -8521573.000000 Penalty: 3674.901123
	Iteration 12Q: 3 clusters Score -8521573 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -8523530.000000 Penalty: 3674.901123
	Iteration 13Q: 3 clusters Score -8523530 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -8525156.000000 Penalty: 3674.901123
	Iteration 14Q: 3 clusters Score -8525156 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -8526449.000000 Penalty: 3674.901123
	Iteration 15Q: 3 clusters Score -8526449 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -8527360.000000 Penalty: 3674.901123
	Iteration 16Q: 3 clusters Score -8527360 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -8527957.000000 Penalty: 3674.901123
	Iteration 17Q: 3 clusters Score -8527957 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -8528340.000000 Penalty: 3674.901123
	Iteration 18Q: 3 clusters Score -8528340 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -8528546.000000 Penalty: 3674.901123
	Iteration 19Q: 3 clusters Score -8528546 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -8528700.000000 Penalty: 3674.901123
	Iteration 20F: 3 clusters Score -8528700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -8528782.000000 Penalty: 3674.901123
	Iteration 21Q: 3 clusters Score -8528782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -8528846.000000 Penalty: 3674.901123
	Iteration 22Q: 3 clusters Score -8528846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -8528898.000000 Penalty: 3674.901123
	Iteration 23Q: 3 clusters Score -8528898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -8528911.000000 Penalty: 3674.901123
	Iteration 24Q: 3 clusters Score -8528911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -8528950.000000 Penalty: 3674.901123
	Iteration 25Q: 3 clusters Score -8528950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8528974.000000 Penalty: 3674.901123
	Iteration 26Q: 3 clusters Score -8528974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -8528997.000000 Penalty: 3674.901123
	Iteration 27Q: 3 clusters Score -8528997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -8529009.000000 Penalty: 3674.901123
	Iteration 28Q: 3 clusters Score -8529009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -8529012.000000 Penalty: 3674.901123
	Iteration 29Q: 3 clusters Score -8529012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -8529021.000000 Penalty: 3674.901123
	Iteration 30Q: 3 clusters Score -8529021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -8529035.000000 Penalty: 3674.901123
	Iteration 31Q: 3 clusters Score -8529035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -8529035.000000 Penalty: 3674.901123
	Iteration 32Q: 3 clusters Score -8529035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -8529040.000000 Penalty: 3674.901123
	Iteration 33Q: 3 clusters Score -8529040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -8529051.000000 Penalty: 3674.901123
	Iteration 34Q: 3 clusters Score -8529051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -8529063.000000 Penalty: 3674.901123
	Iteration 35Q: 3 clusters Score -8529063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -8529071.000000 Penalty: 3674.901123
	Iteration 36Q: 3 clusters Score -8529071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -8529076.000000 Penalty: 3674.901123
	Iteration 37Q: 3 clusters Score -8529076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -8529080.000000 Penalty: 3674.901123
	Iteration 38Q: 3 clusters Score -8529080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -8529085.000000 Penalty: 3674.901123
	Iteration 39Q: 3 clusters Score -8529085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -8529096.000000 Penalty: 3674.901123
	Iteration 40F: 3 clusters Score -8529096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -8529105.000000 Penalty: 3674.901123
	Iteration 41Q: 3 clusters Score -8529105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -8529109.000000 Penalty: 3674.901123
	Iteration 42Q: 3 clusters Score -8529109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -8529110.000000 Penalty: 3674.901123
	Iteration 43Q: 3 clusters Score -8529110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -8529125.000000 Penalty: 3674.901123
	Iteration 44Q: 3 clusters Score -8529125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -8529124.000000 Penalty: 3674.901123
	Iteration 45Q: 3 clusters Score -8529124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -8529126.000000 Penalty: 3674.901123
	Iteration 46Q: 3 clusters Score -8529126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -8529124.000000 Penalty: 3674.901123
	Iteration 47Q: 3 clusters Score -8529124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -8529127.000000 Penalty: 3674.901123
	Iteration 48Q: 3 clusters Score -8529127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -8529133.000000 Penalty: 3674.901123
	Iteration 49Q: 3 clusters Score -8529133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -8529139.000000 Penalty: 3674.901123
	Iteration 50Q: 3 clusters Score -8529139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -8529137.000000 Penalty: 3674.901123
	Iteration 51Q: 3 clusters Score -8529137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -8529143.000000 Penalty: 3674.901123
	Iteration 52Q: 3 clusters Score -8529143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -8529141.000000 Penalty: 3674.901123
	Iteration 53Q: 3 clusters Score -8529141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -8529141.000000 Penalty: 3674.901123
	Iteration 54F: 3 clusters Score -8529141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -149282.796875 Penalty: 1223.266479
	Iteration 0F: 2 clusters Score -149282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -147352.000000 Penalty: 2446.532959
	Iteration 0F: 3 clusters Score -147352 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -148140.000000 Penalty: 2446.532959
	Iteration 1F: 3 clusters Score -148140 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -148541.859375 Penalty: 2446.532959
	Iteration 2F: 3 clusters Score -148541.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -148800.921875 Penalty: 2446.532959
	Iteration 3F: 3 clusters Score -148800.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -148995.937500 Penalty: 2446.532959
	Iteration 4F: 3 clusters Score -148995.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -149180.562500 Penalty: 2446.532959
	Iteration 5Q: 3 clusters Score -149180.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -149296.984375 Penalty: 2446.532959
	Iteration 6Q: 3 clusters Score -149297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -149383.828125 Penalty: 2446.532959
	Iteration 7Q: 3 clusters Score -149383.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149477.125000 Penalty: 2446.532959
	Iteration 8Q: 3 clusters Score -149477.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -149568.593750 Penalty: 2446.532959
	Iteration 9Q: 3 clusters Score -149568.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -149640.109375 Penalty: 2446.532959
	Iteration 10Q: 3 clusters Score -149640.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -149699.750000 Penalty: 2446.532959
	Iteration 11Q: 3 clusters Score -149699.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -149734.312500 Penalty: 2446.532959
	Iteration 12Q: 3 clusters Score -149734.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -149761.843750 Penalty: 2446.532959
	Iteration 13Q: 3 clusters Score -149761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149769.046875 Penalty: 2446.532959
	Iteration 14Q: 3 clusters Score -149769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149773.281250 Penalty: 2446.532959
	Iteration 15Q: 3 clusters Score -149773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -149776.640625 Penalty: 2446.532959
	Iteration 16Q: 3 clusters Score -149776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -149778.156250 Penalty: 2446.532959
	Iteration 17Q: 3 clusters Score -149778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -149780.265625 Penalty: 2446.532959
	Iteration 18Q: 3 clusters Score -149780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -149781.468750 Penalty: 2446.532959
	Iteration 19Q: 3 clusters Score -149781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -149802.156250 Penalty: 2446.532959
	Iteration 20F: 3 clusters Score -149802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -149832.312500 Penalty: 2446.532959
	Iteration 21Q: 3 clusters Score -149832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -149853.953125 Penalty: 2446.532959
	Iteration 22Q: 3 clusters Score -149854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -149871.437500 Penalty: 2446.532959
	Iteration 23Q: 3 clusters Score -149871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -149884.484375 Penalty: 2446.532959
	Iteration 24Q: 3 clusters Score -149884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -149892.093750 Penalty: 2446.532959
	Iteration 25Q: 3 clusters Score -149892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -149907.250000 Penalty: 2446.532959
	Iteration 26Q: 3 clusters Score -149907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -149919.593750 Penalty: 2446.532959
	Iteration 27Q: 3 clusters Score -149919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -149938.515625 Penalty: 2446.532959
	Iteration 28Q: 3 clusters Score -149938.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -149955.703125 Penalty: 2446.532959
	Iteration 29Q: 3 clusters Score -149955.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -149975.625000 Penalty: 2446.532959
	Iteration 30Q: 3 clusters Score -149975.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -150005.031250 Penalty: 2446.532959
	Iteration 31Q: 3 clusters Score -150005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -150021.671875 Penalty: 2446.532959
	Iteration 32Q: 3 clusters Score -150021.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -150034.203125 Penalty: 2446.532959
	Iteration 33Q: 3 clusters Score -150034.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -150046.953125 Penalty: 2446.532959
	Iteration 34Q: 3 clusters Score -150047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -150051.765625 Penalty: 2446.532959
	Iteration 35Q: 3 clusters Score -150051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150057.390625 Penalty: 2446.532959
	Iteration 36Q: 3 clusters Score -150057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150059.656250 Penalty: 2446.532959
	Iteration 37Q: 3 clusters Score -150059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -150061.375000 Penalty: 2446.532959
	Iteration 38Q: 3 clusters Score -150061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150062.984375 Penalty: 2446.532959
	Iteration 39Q: 3 clusters Score -150063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -150067.328125 Penalty: 2446.532959
	Iteration 40F: 3 clusters Score -150067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -150069.843750 Penalty: 2446.532959
	Iteration 41Q: 3 clusters Score -150069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -150071.406250 Penalty: 2446.532959
	Iteration 42Q: 3 clusters Score -150071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -150072.812500 Penalty: 2446.532959
	Iteration 43Q: 3 clusters Score -150072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -150075.859375 Penalty: 2446.532959
	Iteration 44Q: 3 clusters Score -150075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -150077.515625 Penalty: 2446.532959
	Iteration 45Q: 3 clusters Score -150077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150079.187500 Penalty: 2446.532959
	Iteration 46Q: 3 clusters Score -150079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -150079.187500 Penalty: 2446.532959
	Iteration 47F: 3 clusters Score -150079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 9983 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 951 members 
Entering Unmasked Estep 
Score: -154053920.000000 Penalty: 99531.296875
Splitting cluster 12 changes total score from -154053936.000000 to -154053920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (120729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Entering Unmasked Estep 
Score: -12604215.000000 Penalty: 1901.461792
	Iteration 0F: 2 clusters Score -1.260422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -12523744.000000 Penalty: 3802.923584
	Iteration 0F: 3 clusters Score -1.252374e+07 nChanged 57555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -12558463.000000 Penalty: 3802.923584
	Iteration 1F: 3 clusters Score -1.255846e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -12560817.000000 Penalty: 3802.923584
	Iteration 2Q: 3 clusters Score -1.256082e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -12564983.000000 Penalty: 3802.923584
	Iteration 3F: 3 clusters Score -1.256498e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -12571828.000000 Penalty: 3802.923584
	Iteration 4F: 3 clusters Score -1.257183e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -12581028.000000 Penalty: 3802.923584
	Iteration 5F: 3 clusters Score -1.258103e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -12589920.000000 Penalty: 3802.923584
	Iteration 6F: 3 clusters Score -1.258992e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -12596538.000000 Penalty: 3802.923584
	Iteration 7F: 3 clusters Score -1.259654e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -12599992.000000 Penalty: 3802.923584
	Iteration 8Q: 3 clusters Score -1.259999e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -12601540.000000 Penalty: 3802.923584
	Iteration 9Q: 3 clusters Score -1.260154e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -12602108.000000 Penalty: 3802.923584
	Iteration 10Q: 3 clusters Score -1.260211e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 120307 members 
Entering Unmasked Estep 
Score: -12602387.000000 Penalty: 3802.923584
	Iteration 11Q: 3 clusters Score -1.260239e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 120400 members 
Entering Unmasked Estep 
Score: -12602478.000000 Penalty: 3802.923584
	Iteration 12Q: 3 clusters Score -1.260248e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
Score: -12602503.000000 Penalty: 3802.923584
	Iteration 13Q: 3 clusters Score -1.26025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -12602530.000000 Penalty: 3802.923584
	Iteration 14Q: 3 clusters Score -1.260253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 120461 members 
Entering Unmasked Estep 
Score: -12602550.000000 Penalty: 3802.923584
	Iteration 15Q: 3 clusters Score -1.260255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -12602562.000000 Penalty: 3802.923584
	Iteration 16Q: 3 clusters Score -1.260256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -12602572.000000 Penalty: 3802.923584
	Iteration 17Q: 3 clusters Score -1.260257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120465 members 
Entering Unmasked Estep 
Score: -12602571.000000 Penalty: 3802.923584
	Iteration 18Q: 3 clusters Score -1.260257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -12602582.000000 Penalty: 3802.923584
	Iteration 19Q: 3 clusters Score -1.260258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -12602593.000000 Penalty: 3802.923584
	Iteration 20F: 3 clusters Score -1.260259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -12602598.000000 Penalty: 3802.923584
	Iteration 21Q: 3 clusters Score -1.26026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -12602606.000000 Penalty: 3802.923584
	Iteration 22Q: 3 clusters Score -1.260261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -12602603.000000 Penalty: 3802.923584
	Iteration 23Q: 3 clusters Score -1.26026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120491 members 
Entering Unmasked Estep 
Score: -12602609.000000 Penalty: 3802.923584
	Iteration 24Q: 3 clusters Score -1.260261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -12602618.000000 Penalty: 3802.923584
	Iteration 25Q: 3 clusters Score -1.260262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 120493 members 
Entering Unmasked Estep 
Score: -12602616.000000 Penalty: 3802.923584
	Iteration 26Q: 3 clusters Score -1.260262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -12602625.000000 Penalty: 3802.923584
	Iteration 27Q: 3 clusters Score -1.260262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -12602619.000000 Penalty: 3802.923584
	Iteration 28Q: 3 clusters Score -1.260262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -12602629.000000 Penalty: 3802.923584
	Iteration 29Q: 3 clusters Score -1.260263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 120499 members 
Entering Unmasked Estep 
Score: -12602631.000000 Penalty: 3802.923584
	Iteration 30Q: 3 clusters Score -1.260263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -12602628.000000 Penalty: 3802.923584
	Iteration 31Q: 3 clusters Score -1.260263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -12602628.000000 Penalty: 3802.923584
	Iteration 32Q: 3 clusters Score -1.260263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -12602626.000000 Penalty: 3802.923584
	Iteration 33Q: 3 clusters Score -1.260263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -12602626.000000 Penalty: 3802.923584
	Iteration 34F: 3 clusters Score -1.260263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Entering Unmasked Estep 
Score: -7163862.500000 Penalty: 1807.617676
	Iteration 0F: 2 clusters Score -7163862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -7118588.500000 Penalty: 3615.235352
	Iteration 0F: 3 clusters Score -7118588 nChanged 31993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -7136642.500000 Penalty: 3615.235352
	Iteration 1F: 3 clusters Score -7136642 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -7137201.000000 Penalty: 3615.235352
	Iteration 2Q: 3 clusters Score -7137201 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -7137990.000000 Penalty: 3615.235352
	Iteration 3Q: 3 clusters Score -7137990 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -7139190.500000 Penalty: 3615.235352
	Iteration 4Q: 3 clusters Score -7139190 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -7141066.500000 Penalty: 3615.235352
	Iteration 5F: 3 clusters Score -7141066 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -7143720.500000 Penalty: 3615.235352
	Iteration 6F: 3 clusters Score -7143720 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -7147040.000000 Penalty: 3615.235352
	Iteration 7F: 3 clusters Score -7147040 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -7150425.000000 Penalty: 3615.235352
	Iteration 8F: 3 clusters Score -7150425 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -7153367.500000 Penalty: 3615.235352
	Iteration 9F: 3 clusters Score -7153368 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -7155921.000000 Penalty: 3615.235352
	Iteration 10F: 3 clusters Score -7155921 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -7157927.500000 Penalty: 3615.235352
	Iteration 11Q: 3 clusters Score -7157928 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -7159305.000000 Penalty: 3615.235352
	Iteration 12Q: 3 clusters Score -7159305 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -7160359.000000 Penalty: 3615.235352
	Iteration 13Q: 3 clusters Score -7160359 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7161101.500000 Penalty: 3615.235352
	Iteration 14Q: 3 clusters Score -7161102 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7161678.000000 Penalty: 3615.235352
	Iteration 15Q: 3 clusters Score -7161678 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7162030.500000 Penalty: 3615.235352
	Iteration 16Q: 3 clusters Score -7162030 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7162230.500000 Penalty: 3615.235352
	Iteration 17Q: 3 clusters Score -7162230 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7162358.000000 Penalty: 3615.235352
	Iteration 18Q: 3 clusters Score -7162358 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7162428.500000 Penalty: 3615.235352
	Iteration 19Q: 3 clusters Score -7162428 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7162467.000000 Penalty: 3615.235352
	Iteration 20F: 3 clusters Score -7162467 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7162488.000000 Penalty: 3615.235352
	Iteration 21Q: 3 clusters Score -7162488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7162495.500000 Penalty: 3615.235352
	Iteration 22Q: 3 clusters Score -7162496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7162515.000000 Penalty: 3615.235352
	Iteration 23Q: 3 clusters Score -7162515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7162526.000000 Penalty: 3615.235352
	Iteration 24Q: 3 clusters Score -7162526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7162529.000000 Penalty: 3615.235352
	Iteration 25Q: 3 clusters Score -7162529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7162532.500000 Penalty: 3615.235352
	Iteration 26Q: 3 clusters Score -7162532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7162531.500000 Penalty: 3615.235352
	Iteration 27Q: 3 clusters Score -7162532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7162541.500000 Penalty: 3615.235352
	Iteration 28Q: 3 clusters Score -7162542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7162564.000000 Penalty: 3615.235352
	Iteration 29Q: 3 clusters Score -7162564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7162562.000000 Penalty: 3615.235352
	Iteration 30Q: 3 clusters Score -7162562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7162565.500000 Penalty: 3615.235352
	Iteration 31Q: 3 clusters Score -7162566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7162566.000000 Penalty: 3615.235352
	Iteration 32Q: 3 clusters Score -7162566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7162563.500000 Penalty: 3615.235352
	Iteration 33Q: 3 clusters Score -7162564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7162563.500000 Penalty: 3615.235352
	Iteration 34Q: 3 clusters Score -7162564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7162574.000000 Penalty: 3615.235352
	Iteration 35Q: 3 clusters Score -7162574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7162575.000000 Penalty: 3615.235352
	Iteration 36Q: 3 clusters Score -7162575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7162578.000000 Penalty: 3615.235352
	Iteration 37Q: 3 clusters Score -7162578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7162578.500000 Penalty: 3615.235352
	Iteration 38Q: 3 clusters Score -7162578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7162582.000000 Penalty: 3615.235352
	Iteration 39Q: 3 clusters Score -7162582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7162585.500000 Penalty: 3615.235352
	Iteration 40F: 3 clusters Score -7162586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7162585.000000 Penalty: 3615.235352
	Iteration 41Q: 3 clusters Score -7162585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7162581.500000 Penalty: 3615.235352
	Iteration 42Q: 3 clusters Score -7162582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7162582.500000 Penalty: 3615.235352
	Iteration 43Q: 3 clusters Score -7162582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7162587.500000 Penalty: 3615.235352
	Iteration 44Q: 3 clusters Score -7162588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7162591.500000 Penalty: 3615.235352
	Iteration 45Q: 3 clusters Score -7162592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7162596.000000 Penalty: 3615.235352
	Iteration 46Q: 3 clusters Score -7162596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7162590.500000 Penalty: 3615.235352
	Iteration 47Q: 3 clusters Score -7162590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7162597.500000 Penalty: 3615.235352
	Iteration 48Q: 3 clusters Score -7162598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7162594.000000 Penalty: 3615.235352
	Iteration 49Q: 3 clusters Score -7162594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7162593.500000 Penalty: 3615.235352
	Iteration 50Q: 3 clusters Score -7162594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7162596.000000 Penalty: 3615.235352
	Iteration 51Q: 3 clusters Score -7162596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7162590.500000 Penalty: 3615.235352
	Iteration 52Q: 3 clusters Score -7162590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7162594.500000 Penalty: 3615.235352
	Iteration 53Q: 3 clusters Score -7162594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7162594.500000 Penalty: 3615.235352
	Iteration 54F: 3 clusters Score -7162594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180294 members 
Entering Unmasked Estep 
Score: -18800606.000000 Penalty: 1966.630981
	Iteration 0F: 2 clusters Score -1.880061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -18685686.000000 Penalty: 3933.261963
	Iteration 0F: 3 clusters Score -1.868569e+07 nChanged 87063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -18738814.000000 Penalty: 3933.261963
	Iteration 1F: 3 clusters Score -1.873881e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -18742622.000000 Penalty: 3933.261963
	Iteration 2Q: 3 clusters Score -1.874262e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -18749458.000000 Penalty: 3933.261963
	Iteration 3F: 3 clusters Score -1.874946e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 133582 members 
Entering Unmasked Estep 
Score: -18760240.000000 Penalty: 3933.261963
	Iteration 4F: 3 clusters Score -1.876024e+07 nChanged 16373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 149889 members 
Entering Unmasked Estep 
Score: -18774886.000000 Penalty: 3933.261963
	Iteration 5F: 3 clusters Score -1.877489e+07 nChanged 14677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -18787178.000000 Penalty: 3933.261963
	Iteration 6F: 3 clusters Score -1.878718e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -18794208.000000 Penalty: 3933.261963
	Iteration 7F: 3 clusters Score -1.879421e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 177721 members 
Entering Unmasked Estep 
Score: -18797124.000000 Penalty: 3933.261963
	Iteration 8Q: 3 clusters Score -1.879712e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -18798102.000000 Penalty: 3933.261963
	Iteration 9Q: 3 clusters Score -1.87981e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 179600 members 
Entering Unmasked Estep 
Score: -18798608.000000 Penalty: 3933.261963
	Iteration 10Q: 3 clusters Score -1.879861e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 179734 members 
Entering Unmasked Estep 
Score: -18798802.000000 Penalty: 3933.261963
	Iteration 11Q: 3 clusters Score -1.87988e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 179773 members 
Entering Unmasked Estep 
Score: -18798990.000000 Penalty: 3933.261963
	Iteration 12Q: 3 clusters Score -1.879899e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 179783 members 
Entering Unmasked Estep 
Score: -18799082.000000 Penalty: 3933.261963
	Iteration 13Q: 3 clusters Score -1.879908e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -18799172.000000 Penalty: 3933.261963
	Iteration 14Q: 3 clusters Score -1.879917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179804 members 
Entering Unmasked Estep 
Score: -18799198.000000 Penalty: 3933.261963
	Iteration 15Q: 3 clusters Score -1.87992e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 179812 members 
Entering Unmasked Estep 
Score: -18799264.000000 Penalty: 3933.261963
	Iteration 16Q: 3 clusters Score -1.879926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 179817 members 
Entering Unmasked Estep 
Score: -18799276.000000 Penalty: 3933.261963
	Iteration 17Q: 3 clusters Score -1.879928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 179824 members 
Entering Unmasked Estep 
Score: -18799284.000000 Penalty: 3933.261963
	Iteration 18Q: 3 clusters Score -1.879928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -18799312.000000 Penalty: 3933.261963
	Iteration 19Q: 3 clusters Score -1.879931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -18799344.000000 Penalty: 3933.261963
	Iteration 20F: 3 clusters Score -1.879934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -18799352.000000 Penalty: 3933.261963
	Iteration 21Q: 3 clusters Score -1.879935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -18799352.000000 Penalty: 3933.261963
	Iteration 22Q: 3 clusters Score -1.879935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 179832 members 
Entering Unmasked Estep 
Score: -18799386.000000 Penalty: 3933.261963
	Iteration 23Q: 3 clusters Score -1.879939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -18799410.000000 Penalty: 3933.261963
	Iteration 24Q: 3 clusters Score -1.879941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -18799408.000000 Penalty: 3933.261963
	Iteration 25Q: 3 clusters Score -1.879941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -18799398.000000 Penalty: 3933.261963
	Iteration 26Q: 3 clusters Score -1.87994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -18799398.000000 Penalty: 3933.261963
	Iteration 27Q: 3 clusters Score -1.87994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -18799416.000000 Penalty: 3933.261963
	Iteration 28Q: 3 clusters Score -1.879942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -18799414.000000 Penalty: 3933.261963
	Iteration 29Q: 3 clusters Score -1.879941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -18799438.000000 Penalty: 3933.261963
	Iteration 30Q: 3 clusters Score -1.879944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -18799448.000000 Penalty: 3933.261963
	Iteration 31Q: 3 clusters Score -1.879945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 179825 members 
Entering Unmasked Estep 
Score: -18799454.000000 Penalty: 3933.261963
	Iteration 32Q: 3 clusters Score -1.879945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -18799462.000000 Penalty: 3933.261963
	Iteration 33Q: 3 clusters Score -1.879946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -18799456.000000 Penalty: 3933.261963
	Iteration 34Q: 3 clusters Score -1.879946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 179819 members 
Entering Unmasked Estep 
Score: -18799458.000000 Penalty: 3933.261963
	Iteration 35Q: 3 clusters Score -1.879946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -18799460.000000 Penalty: 3933.261963
	Iteration 36Q: 3 clusters Score -1.879946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -18799454.000000 Penalty: 3933.261963
	Iteration 37Q: 3 clusters Score -1.879945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -18799446.000000 Penalty: 3933.261963
	Iteration 38Q: 3 clusters Score -1.879945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 179825 members 
Entering Unmasked Estep 
Score: -18799454.000000 Penalty: 3933.261963
	Iteration 39Q: 3 clusters Score -1.879945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -18799450.000000 Penalty: 3933.261963
	Iteration 40F: 3 clusters Score -1.879945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 179824 members 
Entering Unmasked Estep 
Score: -18799456.000000 Penalty: 3933.261963
	Iteration 41Q: 3 clusters Score -1.879946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -18799468.000000 Penalty: 3933.261963
	Iteration 42Q: 3 clusters Score -1.879947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -18799476.000000 Penalty: 3933.261963
	Iteration 43Q: 3 clusters Score -1.879948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -18799480.000000 Penalty: 3933.261963
	Iteration 44Q: 3 clusters Score -1.879948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -18799484.000000 Penalty: 3933.261963
	Iteration 45Q: 3 clusters Score -1.879948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -18799484.000000 Penalty: 3933.261963
	Iteration 46Q: 3 clusters Score -1.879948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -18799474.000000 Penalty: 3933.261963
	Iteration 47Q: 3 clusters Score -1.879947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -18799474.000000 Penalty: 3933.261963
	Iteration 48F: 3 clusters Score -1.879947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Entering Unmasked Estep 
Score: -10213409.000000 Penalty: 1866.652954
	Iteration 0F: 2 clusters Score -1.021341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -10148622.000000 Penalty: 3733.305908
	Iteration 0F: 3 clusters Score -1.014862e+07 nChanged 46480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -10175732.000000 Penalty: 3733.305908
	Iteration 1F: 3 clusters Score -1.017573e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -10176372.000000 Penalty: 3733.305908
	Iteration 2Q: 3 clusters Score -1.017637e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -10177165.000000 Penalty: 3733.305908
	Iteration 3Q: 3 clusters Score -1.017716e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -10178340.000000 Penalty: 3733.305908
	Iteration 4Q: 3 clusters Score -1.017834e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -10180310.000000 Penalty: 3733.305908
	Iteration 5Q: 3 clusters Score -1.018031e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -10183652.000000 Penalty: 3733.305908
	Iteration 6F: 3 clusters Score -1.018365e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -10188954.000000 Penalty: 3733.305908
	Iteration 7F: 3 clusters Score -1.018895e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -10195595.000000 Penalty: 3733.305908
	Iteration 8F: 3 clusters Score -1.01956e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -10201918.000000 Penalty: 3733.305908
	Iteration 9F: 3 clusters Score -1.020192e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -10206329.000000 Penalty: 3733.305908
	Iteration 10Q: 3 clusters Score -1.020633e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -10208877.000000 Penalty: 3733.305908
	Iteration 11Q: 3 clusters Score -1.020888e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10210244.000000 Penalty: 3733.305908
	Iteration 12Q: 3 clusters Score -1.021024e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10210902.000000 Penalty: 3733.305908
	Iteration 13Q: 3 clusters Score -1.02109e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10211308.000000 Penalty: 3733.305908
	Iteration 14Q: 3 clusters Score -1.021131e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10211482.000000 Penalty: 3733.305908
	Iteration 15Q: 3 clusters Score -1.021148e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10211597.000000 Penalty: 3733.305908
	Iteration 16Q: 3 clusters Score -1.02116e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10211654.000000 Penalty: 3733.305908
	Iteration 17Q: 3 clusters Score -1.021165e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10211708.000000 Penalty: 3733.305908
	Iteration 18Q: 3 clusters Score -1.021171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10211722.000000 Penalty: 3733.305908
	Iteration 19Q: 3 clusters Score -1.021172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10211735.000000 Penalty: 3733.305908
	Iteration 20F: 3 clusters Score -1.021174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10211754.000000 Penalty: 3733.305908
	Iteration 21Q: 3 clusters Score -1.021175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10211766.000000 Penalty: 3733.305908
	Iteration 22Q: 3 clusters Score -1.021177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10211774.000000 Penalty: 3733.305908
	Iteration 23Q: 3 clusters Score -1.021177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10211781.000000 Penalty: 3733.305908
	Iteration 24Q: 3 clusters Score -1.021178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10211776.000000 Penalty: 3733.305908
	Iteration 25Q: 3 clusters Score -1.021178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10211774.000000 Penalty: 3733.305908
	Iteration 26Q: 3 clusters Score -1.021177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97117 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10211774.000000 Penalty: 3733.305908
	Iteration 27Q: 3 clusters Score -1.021177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10211783.000000 Penalty: 3733.305908
	Iteration 28Q: 3 clusters Score -1.021178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10211785.000000 Penalty: 3733.305908
	Iteration 29Q: 3 clusters Score -1.021178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10211787.000000 Penalty: 3733.305908
	Iteration 30Q: 3 clusters Score -1.021179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10211793.000000 Penalty: 3733.305908
	Iteration 31Q: 3 clusters Score -1.021179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10211793.000000 Penalty: 3733.305908
	Iteration 32F: 3 clusters Score -1.021179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (70608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Entering Unmasked Estep 
Score: -7456126.000000 Penalty: 1814.296021
	Iteration 0F: 2 clusters Score -7456126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -7408834.000000 Penalty: 3628.592041
	Iteration 0F: 3 clusters Score -7408834 nChanged 33574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -7428129.000000 Penalty: 3628.592041
	Iteration 1F: 3 clusters Score -7428129 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7428856.000000 Penalty: 3628.592041
	Iteration 2Q: 3 clusters Score -7428856 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -7429893.000000 Penalty: 3628.592041
	Iteration 3Q: 3 clusters Score -7429893 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7431361.000000 Penalty: 3628.592041
	Iteration 4Q: 3 clusters Score -7431361 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -7433635.000000 Penalty: 3628.592041
	Iteration 5F: 3 clusters Score -7433635 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -7437182.000000 Penalty: 3628.592041
	Iteration 6F: 3 clusters Score -7437182 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -7442671.500000 Penalty: 3628.592041
	Iteration 7F: 3 clusters Score -7442672 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7449056.500000 Penalty: 3628.592041
	Iteration 8F: 3 clusters Score -7449056 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -7453585.500000 Penalty: 3628.592041
	Iteration 9F: 3 clusters Score -7453586 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -7455012.000000 Penalty: 3628.592041
	Iteration 10Q: 3 clusters Score -7455012 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -7455325.000000 Penalty: 3628.592041
	Iteration 11Q: 3 clusters Score -7455325 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -7455425.500000 Penalty: 3628.592041
	Iteration 12Q: 3 clusters Score -7455426 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -7455475.500000 Penalty: 3628.592041
	Iteration 13Q: 3 clusters Score -7455476 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -7455513.500000 Penalty: 3628.592041
	Iteration 14Q: 3 clusters Score -7455514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -7455525.000000 Penalty: 3628.592041
	Iteration 15Q: 3 clusters Score -7455525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7455551.500000 Penalty: 3628.592041
	Iteration 16Q: 3 clusters Score -7455552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -7455557.500000 Penalty: 3628.592041
	Iteration 17Q: 3 clusters Score -7455558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -7455565.500000 Penalty: 3628.592041
	Iteration 18Q: 3 clusters Score -7455566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -7455574.500000 Penalty: 3628.592041
	Iteration 19Q: 3 clusters Score -7455574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -7455584.000000 Penalty: 3628.592041
	Iteration 20F: 3 clusters Score -7455584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -7455592.500000 Penalty: 3628.592041
	Iteration 21Q: 3 clusters Score -7455592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -7455591.500000 Penalty: 3628.592041
	Iteration 22Q: 3 clusters Score -7455592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -7455598.000000 Penalty: 3628.592041
	Iteration 23Q: 3 clusters Score -7455598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -7455593.000000 Penalty: 3628.592041
	Iteration 24Q: 3 clusters Score -7455593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -7455600.500000 Penalty: 3628.592041
	Iteration 25Q: 3 clusters Score -7455600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -7455605.000000 Penalty: 3628.592041
	Iteration 26Q: 3 clusters Score -7455605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -7455615.000000 Penalty: 3628.592041
	Iteration 27Q: 3 clusters Score -7455615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -7455615.500000 Penalty: 3628.592041
	Iteration 28Q: 3 clusters Score -7455616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7455623.500000 Penalty: 3628.592041
	Iteration 29Q: 3 clusters Score -7455624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7455631.000000 Penalty: 3628.592041
	Iteration 30Q: 3 clusters Score -7455631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -7455621.500000 Penalty: 3628.592041
	Iteration 31Q: 3 clusters Score -7455622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -7455620.000000 Penalty: 3628.592041
	Iteration 32Q: 3 clusters Score -7455620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -7455622.500000 Penalty: 3628.592041
	Iteration 33Q: 3 clusters Score -7455622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -7455632.000000 Penalty: 3628.592041
	Iteration 34Q: 3 clusters Score -7455632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -7455632.000000 Penalty: 3628.592041
	Iteration 35Q: 3 clusters Score -7455632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -7455634.500000 Penalty: 3628.592041
	Iteration 36Q: 3 clusters Score -7455634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -7455638.500000 Penalty: 3628.592041
	Iteration 37Q: 3 clusters Score -7455638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -7455641.000000 Penalty: 3628.592041
	Iteration 38Q: 3 clusters Score -7455641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7455643.000000 Penalty: 3628.592041
	Iteration 39Q: 3 clusters Score -7455643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7455640.500000 Penalty: 3628.592041
	Iteration 40F: 3 clusters Score -7455640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -7455628.500000 Penalty: 3628.592041
	Iteration 41Q: 3 clusters Score -7455628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7455637.000000 Penalty: 3628.592041
	Iteration 42Q: 3 clusters Score -7455637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7455629.000000 Penalty: 3628.592041
	Iteration 43Q: 3 clusters Score -7455629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -7455632.000000 Penalty: 3628.592041
	Iteration 44Q: 3 clusters Score -7455632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -7455643.000000 Penalty: 3628.592041
	Iteration 45Q: 3 clusters Score -7455643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -7455650.000000 Penalty: 3628.592041
	Iteration 46Q: 3 clusters Score -7455650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7455649.500000 Penalty: 3628.592041
	Iteration 47Q: 3 clusters Score -7455650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7455652.500000 Penalty: 3628.592041
	Iteration 48Q: 3 clusters Score -7455652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7455650.000000 Penalty: 3628.592041
	Iteration 49Q: 3 clusters Score -7455650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -7455648.000000 Penalty: 3628.592041
	Iteration 50Q: 3 clusters Score -7455648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -7455653.500000 Penalty: 3628.592041
	Iteration 51Q: 3 clusters Score -7455654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -7455655.500000 Penalty: 3628.592041
	Iteration 52Q: 3 clusters Score -7455656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -7455652.000000 Penalty: 3628.592041
	Iteration 53Q: 3 clusters Score -7455652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7455658.000000 Penalty: 3628.592041
	Iteration 54Q: 3 clusters Score -7455658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7455655.500000 Penalty: 3628.592041
	Iteration 55Q: 3 clusters Score -7455656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -7455664.000000 Penalty: 3628.592041
	Iteration 56Q: 3 clusters Score -7455664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7455663.000000 Penalty: 3628.592041
	Iteration 57Q: 3 clusters Score -7455663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -7455663.000000 Penalty: 3628.592041
	Iteration 58Q: 3 clusters Score -7455663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -7455665.500000 Penalty: 3628.592041
	Iteration 59Q: 3 clusters Score -7455666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -7455660.500000 Penalty: 3628.592041
	Iteration 60F: 3 clusters Score -7455660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -7455650.000000 Penalty: 3628.592041
	Iteration 61Q: 3 clusters Score -7455650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -7455651.500000 Penalty: 3628.592041
	Iteration 62Q: 3 clusters Score -7455652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -7455642.500000 Penalty: 3628.592041
	Iteration 63Q: 3 clusters Score -7455642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7455647.500000 Penalty: 3628.592041
	Iteration 64Q: 3 clusters Score -7455648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -7455650.500000 Penalty: 3628.592041
	Iteration 65Q: 3 clusters Score -7455650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -7455652.000000 Penalty: 3628.592041
	Iteration 66Q: 3 clusters Score -7455652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7455656.500000 Penalty: 3628.592041
	Iteration 67Q: 3 clusters Score -7455656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -7455656.500000 Penalty: 3628.592041
	Iteration 68Q: 3 clusters Score -7455656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -7455655.000000 Penalty: 3628.592041
	Iteration 69Q: 3 clusters Score -7455655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -7455663.500000 Penalty: 3628.592041
	Iteration 70Q: 3 clusters Score -7455664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -7455660.500000 Penalty: 3628.592041
	Iteration 71Q: 3 clusters Score -7455660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7455672.500000 Penalty: 3628.592041
	Iteration 72Q: 3 clusters Score -7455672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -7455665.500000 Penalty: 3628.592041
	Iteration 73Q: 3 clusters Score -7455666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -7455669.000000 Penalty: 3628.592041
	Iteration 74Q: 3 clusters Score -7455669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -7455663.500000 Penalty: 3628.592041
	Iteration 75Q: 3 clusters Score -7455664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -7455663.500000 Penalty: 3628.592041
	Iteration 76Q: 3 clusters Score -7455664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -7455664.500000 Penalty: 3628.592041
	Iteration 77Q: 3 clusters Score -7455664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -7455665.000000 Penalty: 3628.592041
	Iteration 78Q: 3 clusters Score -7455665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -7455668.000000 Penalty: 3628.592041
	Iteration 79Q: 3 clusters Score -7455668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -7455661.000000 Penalty: 3628.592041
	Iteration 80F: 3 clusters Score -7455661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -7455661.000000 Penalty: 3628.592041
	Iteration 81Q: 3 clusters Score -7455661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -7455661.000000 Penalty: 3628.592041
	Iteration 82F: 3 clusters Score -7455661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1102090.875000 Penalty: 1505.211182
	Iteration 0F: 2 clusters Score -1102091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1094571.250000 Penalty: 3010.422363
	Iteration 0F: 3 clusters Score -1094571 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1097144.500000 Penalty: 3010.422363
	Iteration 1F: 3 clusters Score -1097144 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1097465.875000 Penalty: 3010.422363
	Iteration 2F: 3 clusters Score -1097466 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1097769.250000 Penalty: 3010.422363
	Iteration 3F: 3 clusters Score -1097769 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1098064.125000 Penalty: 3010.422363
	Iteration 4F: 3 clusters Score -1098064 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1098388.875000 Penalty: 3010.422363
	Iteration 5F: 3 clusters Score -1098389 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1098747.250000 Penalty: 3010.422363
	Iteration 6F: 3 clusters Score -1098747 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1099111.250000 Penalty: 3010.422363
	Iteration 7F: 3 clusters Score -1099111 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1099500.000000 Penalty: 3010.422363
	Iteration 8Q: 3 clusters Score -1099500 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1099819.250000 Penalty: 3010.422363
	Iteration 9Q: 3 clusters Score -1099819 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1100095.125000 Penalty: 3010.422363
	Iteration 10Q: 3 clusters Score -1100095 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1100343.375000 Penalty: 3010.422363
	Iteration 11Q: 3 clusters Score -1100343 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1100596.500000 Penalty: 3010.422363
	Iteration 12Q: 3 clusters Score -1100596 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1100863.625000 Penalty: 3010.422363
	Iteration 13Q: 3 clusters Score -1100864 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1101168.875000 Penalty: 3010.422363
	Iteration 14Q: 3 clusters Score -1101169 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1101449.750000 Penalty: 3010.422363
	Iteration 15Q: 3 clusters Score -1101450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1101672.750000 Penalty: 3010.422363
	Iteration 16Q: 3 clusters Score -1101673 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1101880.125000 Penalty: 3010.422363
	Iteration 17Q: 3 clusters Score -1101880 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1101990.375000 Penalty: 3010.422363
	Iteration 18Q: 3 clusters Score -1101990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1102038.875000 Penalty: 3010.422363
	Iteration 19Q: 3 clusters Score -1102039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1102076.000000 Penalty: 3010.422363
	Iteration 20F: 3 clusters Score -1102076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1102098.625000 Penalty: 3010.422363
	Iteration 21Q: 3 clusters Score -1102099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1102107.000000 Penalty: 3010.422363
	Iteration 22Q: 3 clusters Score -1102107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1102120.500000 Penalty: 3010.422363
	Iteration 23Q: 3 clusters Score -1102120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1102130.875000 Penalty: 3010.422363
	Iteration 24Q: 3 clusters Score -1102131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1102136.500000 Penalty: 3010.422363
	Iteration 25Q: 3 clusters Score -1102136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1102139.625000 Penalty: 3010.422363
	Iteration 26Q: 3 clusters Score -1102140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1102147.625000 Penalty: 3010.422363
	Iteration 27Q: 3 clusters Score -1102148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1102152.750000 Penalty: 3010.422363
	Iteration 28Q: 3 clusters Score -1102153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1102159.125000 Penalty: 3010.422363
	Iteration 29Q: 3 clusters Score -1102159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1102161.875000 Penalty: 3010.422363
	Iteration 30Q: 3 clusters Score -1102162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1102165.500000 Penalty: 3010.422363
	Iteration 31Q: 3 clusters Score -1102166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1102166.875000 Penalty: 3010.422363
	Iteration 32Q: 3 clusters Score -1102167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1102170.375000 Penalty: 3010.422363
	Iteration 33Q: 3 clusters Score -1102170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1102170.125000 Penalty: 3010.422363
	Iteration 34Q: 3 clusters Score -1102170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1102172.000000 Penalty: 3010.422363
	Iteration 35Q: 3 clusters Score -1102172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1102171.375000 Penalty: 3010.422363
	Iteration 36Q: 3 clusters Score -1102171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1102169.875000 Penalty: 3010.422363
	Iteration 37Q: 3 clusters Score -1102170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1102171.250000 Penalty: 3010.422363
	Iteration 38Q: 3 clusters Score -1102171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1102173.000000 Penalty: 3010.422363
	Iteration 39Q: 3 clusters Score -1102173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1102172.250000 Penalty: 3010.422363
	Iteration 40F: 3 clusters Score -1102172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1102171.250000 Penalty: 3010.422363
	Iteration 41Q: 3 clusters Score -1102171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1102173.250000 Penalty: 3010.422363
	Iteration 42Q: 3 clusters Score -1102173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1102172.375000 Penalty: 3010.422363
	Iteration 43Q: 3 clusters Score -1102172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1102171.625000 Penalty: 3010.422363
	Iteration 44Q: 3 clusters Score -1102172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1102172.375000 Penalty: 3010.422363
	Iteration 45Q: 3 clusters Score -1102172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1102172.000000 Penalty: 3010.422363
	Iteration 46Q: 3 clusters Score -1102172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1102171.875000 Penalty: 3010.422363
	Iteration 47Q: 3 clusters Score -1102172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1102171.625000 Penalty: 3010.422363
	Iteration 48Q: 3 clusters Score -1102172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1102174.625000 Penalty: 3010.422363
	Iteration 49Q: 3 clusters Score -1102175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1102175.375000 Penalty: 3010.422363
	Iteration 50Q: 3 clusters Score -1102175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1102174.875000 Penalty: 3010.422363
	Iteration 51Q: 3 clusters Score -1102175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1102176.500000 Penalty: 3010.422363
	Iteration 52Q: 3 clusters Score -1102176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1102175.375000 Penalty: 3010.422363
	Iteration 53Q: 3 clusters Score -1102175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1102177.000000 Penalty: 3010.422363
	Iteration 54Q: 3 clusters Score -1102177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1102177.750000 Penalty: 3010.422363
	Iteration 55Q: 3 clusters Score -1102178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1102177.750000 Penalty: 3010.422363
	Iteration 56F: 3 clusters Score -1102178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 4186 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 9983 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 6353 members 
Entering Unmasked Estep 
Score: -154053520.000000 Penalty: 99531.296875
Splitting cluster 18 changes total score from -154053936.000000 to -154053520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -309400.750000 Penalty: 1313.641113
	Iteration 0F: 2 clusters Score -309400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -306580.968750 Penalty: 2627.282227
	Iteration 0F: 3 clusters Score -306581 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -307369.375000 Penalty: 2627.282227
	Iteration 1F: 3 clusters Score -307369.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -307677.468750 Penalty: 2627.282227
	Iteration 2F: 3 clusters Score -307677.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -307953.343750 Penalty: 2627.282227
	Iteration 3F: 3 clusters Score -307953.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -308155.562500 Penalty: 2627.282227
	Iteration 4F: 3 clusters Score -308155.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -308345.906250 Penalty: 2627.282227
	Iteration 5F: 3 clusters Score -308345.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -308506.500000 Penalty: 2627.282227
	Iteration 6Q: 3 clusters Score -308506.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -308628.531250 Penalty: 2627.282227
	Iteration 7Q: 3 clusters Score -308628.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -308768.437500 Penalty: 2627.282227
	Iteration 8Q: 3 clusters Score -308768.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -308930.000000 Penalty: 2627.282227
	Iteration 9Q: 3 clusters Score -308930 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -309096.125000 Penalty: 2627.282227
	Iteration 10Q: 3 clusters Score -309096.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -309224.937500 Penalty: 2627.282227
	Iteration 11Q: 3 clusters Score -309224.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -309319.000000 Penalty: 2627.282227
	Iteration 12Q: 3 clusters Score -309319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -309413.750000 Penalty: 2627.282227
	Iteration 13Q: 3 clusters Score -309413.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -309482.250000 Penalty: 2627.282227
	Iteration 14Q: 3 clusters Score -309482.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -309511.125000 Penalty: 2627.282227
	Iteration 15Q: 3 clusters Score -309511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -309525.218750 Penalty: 2627.282227
	Iteration 16Q: 3 clusters Score -309525.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -309544.062500 Penalty: 2627.282227
	Iteration 17Q: 3 clusters Score -309544.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -309555.593750 Penalty: 2627.282227
	Iteration 18Q: 3 clusters Score -309555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -309557.531250 Penalty: 2627.282227
	Iteration 19Q: 3 clusters Score -309557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -309559.031250 Penalty: 2627.282227
	Iteration 20F: 3 clusters Score -309559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -309559.062500 Penalty: 2627.282227
	Iteration 21Q: 3 clusters Score -309559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -309559.906250 Penalty: 2627.282227
	Iteration 22Q: 3 clusters Score -309559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -309560.000000 Penalty: 2627.282227
	Iteration 23Q: 3 clusters Score -309560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -309560.375000 Penalty: 2627.282227
	Iteration 24Q: 3 clusters Score -309560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -309560.375000 Penalty: 2627.282227
	Iteration 25F: 3 clusters Score -309560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 1763 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 9983 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 1479 members 
Entering Unmasked Estep 
Score: -154053200.000000 Penalty: 99531.296875
Splitting cluster 19 changes total score from -154053936.000000 to -154053200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Entering Unmasked Estep 
Score: -947738.000000 Penalty: 1496.501465
	Iteration 0F: 2 clusters Score -947738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -940689.750000 Penalty: 2993.002930
	Iteration 0F: 3 clusters Score -940689.8 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -943034.437500 Penalty: 2993.002930
	Iteration 1F: 3 clusters Score -943034.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -943377.562500 Penalty: 2993.002930
	Iteration 2F: 3 clusters Score -943377.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -943718.062500 Penalty: 2993.002930
	Iteration 3F: 3 clusters Score -943718.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -944057.312500 Penalty: 2993.002930
	Iteration 4F: 3 clusters Score -944057.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -944387.875000 Penalty: 2993.002930
	Iteration 5F: 3 clusters Score -944387.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -944721.875000 Penalty: 2993.002930
	Iteration 6F: 3 clusters Score -944721.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -945010.937500 Penalty: 2993.002930
	Iteration 7F: 3 clusters Score -945010.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -945214.187500 Penalty: 2993.002930
	Iteration 8Q: 3 clusters Score -945214.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -945379.437500 Penalty: 2993.002930
	Iteration 9Q: 3 clusters Score -945379.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -945508.625000 Penalty: 2993.002930
	Iteration 10Q: 3 clusters Score -945508.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -945600.937500 Penalty: 2993.002930
	Iteration 11Q: 3 clusters Score -945600.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -945676.375000 Penalty: 2993.002930
	Iteration 12Q: 3 clusters Score -945676.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -945749.437500 Penalty: 2993.002930
	Iteration 13Q: 3 clusters Score -945749.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -945826.750000 Penalty: 2993.002930
	Iteration 14Q: 3 clusters Score -945826.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -945887.812500 Penalty: 2993.002930
	Iteration 15Q: 3 clusters Score -945887.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -945948.875000 Penalty: 2993.002930
	Iteration 16Q: 3 clusters Score -945948.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -946013.562500 Penalty: 2993.002930
	Iteration 17Q: 3 clusters Score -946013.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -946076.500000 Penalty: 2993.002930
	Iteration 18Q: 3 clusters Score -946076.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -946127.437500 Penalty: 2993.002930
	Iteration 19Q: 3 clusters Score -946127.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -946178.437500 Penalty: 2993.002930
	Iteration 20F: 3 clusters Score -946178.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -946231.062500 Penalty: 2993.002930
	Iteration 21Q: 3 clusters Score -946231.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -946286.437500 Penalty: 2993.002930
	Iteration 22Q: 3 clusters Score -946286.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -946336.437500 Penalty: 2993.002930
	Iteration 23Q: 3 clusters Score -946336.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -946383.750000 Penalty: 2993.002930
	Iteration 24Q: 3 clusters Score -946383.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -946431.375000 Penalty: 2993.002930
	Iteration 25Q: 3 clusters Score -946431.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -946490.437500 Penalty: 2993.002930
	Iteration 26Q: 3 clusters Score -946490.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -946538.500000 Penalty: 2993.002930
	Iteration 27Q: 3 clusters Score -946538.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -946582.062500 Penalty: 2993.002930
	Iteration 28Q: 3 clusters Score -946582.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -946617.750000 Penalty: 2993.002930
	Iteration 29Q: 3 clusters Score -946617.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -946657.812500 Penalty: 2993.002930
	Iteration 30Q: 3 clusters Score -946657.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -946686.312500 Penalty: 2993.002930
	Iteration 31Q: 3 clusters Score -946686.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -946712.250000 Penalty: 2993.002930
	Iteration 32Q: 3 clusters Score -946712.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -946735.750000 Penalty: 2993.002930
	Iteration 33Q: 3 clusters Score -946735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -946748.000000 Penalty: 2993.002930
	Iteration 34Q: 3 clusters Score -946748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -946754.812500 Penalty: 2993.002930
	Iteration 35Q: 3 clusters Score -946754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -946765.625000 Penalty: 2993.002930
	Iteration 36Q: 3 clusters Score -946765.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -946785.875000 Penalty: 2993.002930
	Iteration 37Q: 3 clusters Score -946785.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -946800.937500 Penalty: 2993.002930
	Iteration 38Q: 3 clusters Score -946800.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -946809.875000 Penalty: 2993.002930
	Iteration 39Q: 3 clusters Score -946809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -946816.562500 Penalty: 2993.002930
	Iteration 40F: 3 clusters Score -946816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -946822.500000 Penalty: 2993.002930
	Iteration 41Q: 3 clusters Score -946822.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -946831.500000 Penalty: 2993.002930
	Iteration 42Q: 3 clusters Score -946831.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -946836.187500 Penalty: 2993.002930
	Iteration 43Q: 3 clusters Score -946836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -946838.312500 Penalty: 2993.002930
	Iteration 44Q: 3 clusters Score -946838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -946838.687500 Penalty: 2993.002930
	Iteration 45Q: 3 clusters Score -946838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -946841.062500 Penalty: 2993.002930
	Iteration 46Q: 3 clusters Score -946841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -946843.500000 Penalty: 2993.002930
	Iteration 47Q: 3 clusters Score -946843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -946844.562500 Penalty: 2993.002930
	Iteration 48Q: 3 clusters Score -946844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -946846.625000 Penalty: 2993.002930
	Iteration 49Q: 3 clusters Score -946846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -946846.812500 Penalty: 2993.002930
	Iteration 50Q: 3 clusters Score -946846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -946850.875000 Penalty: 2993.002930
	Iteration 51Q: 3 clusters Score -946850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -946849.937500 Penalty: 2993.002930
	Iteration 52Q: 3 clusters Score -946849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -946850.812500 Penalty: 2993.002930
	Iteration 53Q: 3 clusters Score -946850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -946852.812500 Penalty: 2993.002930
	Iteration 54Q: 3 clusters Score -946852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -946853.875000 Penalty: 2993.002930
	Iteration 55Q: 3 clusters Score -946853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -946852.937500 Penalty: 2993.002930
	Iteration 56Q: 3 clusters Score -946852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -946853.375000 Penalty: 2993.002930
	Iteration 57Q: 3 clusters Score -946853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -946853.375000 Penalty: 2993.002930
	Iteration 58F: 3 clusters Score -946853.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -761449.625000 Penalty: 1459.870117
	Iteration 0F: 2 clusters Score -761449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -755617.875000 Penalty: 2919.740234
	Iteration 0F: 3 clusters Score -755617.9 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -757626.250000 Penalty: 2919.740234
	Iteration 1F: 3 clusters Score -757626.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -758041.812500 Penalty: 2919.740234
	Iteration 2F: 3 clusters Score -758041.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -758495.875000 Penalty: 2919.740234
	Iteration 3F: 3 clusters Score -758495.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -758998.437500 Penalty: 2919.740234
	Iteration 4F: 3 clusters Score -758998.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -759513.625000 Penalty: 2919.740234
	Iteration 5F: 3 clusters Score -759513.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -759929.437500 Penalty: 2919.740234
	Iteration 6F: 3 clusters Score -759929.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -760204.187500 Penalty: 2919.740234
	Iteration 7Q: 3 clusters Score -760204.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -760395.625000 Penalty: 2919.740234
	Iteration 8Q: 3 clusters Score -760395.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -760519.437500 Penalty: 2919.740234
	Iteration 9Q: 3 clusters Score -760519.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -760594.875000 Penalty: 2919.740234
	Iteration 10Q: 3 clusters Score -760594.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -760658.562500 Penalty: 2919.740234
	Iteration 11Q: 3 clusters Score -760658.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -760699.437500 Penalty: 2919.740234
	Iteration 12Q: 3 clusters Score -760699.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -760731.750000 Penalty: 2919.740234
	Iteration 13Q: 3 clusters Score -760731.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -760746.250000 Penalty: 2919.740234
	Iteration 14Q: 3 clusters Score -760746.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -760752.125000 Penalty: 2919.740234
	Iteration 15Q: 3 clusters Score -760752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -760755.875000 Penalty: 2919.740234
	Iteration 16Q: 3 clusters Score -760755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -760758.562500 Penalty: 2919.740234
	Iteration 17Q: 3 clusters Score -760758.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -760759.500000 Penalty: 2919.740234
	Iteration 18Q: 3 clusters Score -760759.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -760758.000000 Penalty: 2919.740234
	Iteration 19Q: 3 clusters Score -760758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -760760.062500 Penalty: 2919.740234
	Iteration 20F: 3 clusters Score -760760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -760759.500000 Penalty: 2919.740234
	Iteration 21Q: 3 clusters Score -760759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -760761.062500 Penalty: 2919.740234
	Iteration 22Q: 3 clusters Score -760761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -760761.687500 Penalty: 2919.740234
	Iteration 23Q: 3 clusters Score -760761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -760760.875000 Penalty: 2919.740234
	Iteration 24Q: 3 clusters Score -760760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -760762.625000 Penalty: 2919.740234
	Iteration 25Q: 3 clusters Score -760762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -760763.187500 Penalty: 2919.740234
	Iteration 26Q: 3 clusters Score -760763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -760763.937500 Penalty: 2919.740234
	Iteration 27Q: 3 clusters Score -760763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -760764.187500 Penalty: 2919.740234
	Iteration 28Q: 3 clusters Score -760764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -760763.500000 Penalty: 2919.740234
	Iteration 29Q: 3 clusters Score -760763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -760763.500000 Penalty: 2919.740234
	Iteration 30F: 3 clusters Score -760763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -2032343.625000 Penalty: 1609.892578
	Iteration 0F: 2 clusters Score -2032344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2018776.250000 Penalty: 3219.785156
	Iteration 0F: 3 clusters Score -2018776 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2024040.125000 Penalty: 3219.785156
	Iteration 1F: 3 clusters Score -2024040 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2024563.250000 Penalty: 3219.785156
	Iteration 2F: 3 clusters Score -2024563 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2025072.625000 Penalty: 3219.785156
	Iteration 3F: 3 clusters Score -2025073 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2025568.375000 Penalty: 3219.785156
	Iteration 4F: 3 clusters Score -2025568 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2026113.625000 Penalty: 3219.785156
	Iteration 5F: 3 clusters Score -2026114 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2026678.375000 Penalty: 3219.785156
	Iteration 6F: 3 clusters Score -2026678 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2027241.375000 Penalty: 3219.785156
	Iteration 7Q: 3 clusters Score -2027241 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2027857.250000 Penalty: 3219.785156
	Iteration 8Q: 3 clusters Score -2027857 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2028393.125000 Penalty: 3219.785156
	Iteration 9Q: 3 clusters Score -2028393 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2028731.000000 Penalty: 3219.785156
	Iteration 10Q: 3 clusters Score -2028731 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2028928.875000 Penalty: 3219.785156
	Iteration 11Q: 3 clusters Score -2028929 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2029058.750000 Penalty: 3219.785156
	Iteration 12Q: 3 clusters Score -2029059 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2029145.250000 Penalty: 3219.785156
	Iteration 13Q: 3 clusters Score -2029145 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2029222.000000 Penalty: 3219.785156
	Iteration 14Q: 3 clusters Score -2029222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2029284.625000 Penalty: 3219.785156
	Iteration 15Q: 3 clusters Score -2029285 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2029361.000000 Penalty: 3219.785156
	Iteration 16Q: 3 clusters Score -2029361 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2029401.750000 Penalty: 3219.785156
	Iteration 17Q: 3 clusters Score -2029402 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2029460.625000 Penalty: 3219.785156
	Iteration 18Q: 3 clusters Score -2029461 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2029497.375000 Penalty: 3219.785156
	Iteration 19Q: 3 clusters Score -2029497 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2029540.125000 Penalty: 3219.785156
	Iteration 20F: 3 clusters Score -2029540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2029576.375000 Penalty: 3219.785156
	Iteration 21Q: 3 clusters Score -2029576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2029606.500000 Penalty: 3219.785156
	Iteration 22Q: 3 clusters Score -2029606 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2029630.500000 Penalty: 3219.785156
	Iteration 23Q: 3 clusters Score -2029630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2029640.625000 Penalty: 3219.785156
	Iteration 24Q: 3 clusters Score -2029641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2029648.250000 Penalty: 3219.785156
	Iteration 25Q: 3 clusters Score -2029648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2029649.375000 Penalty: 3219.785156
	Iteration 26Q: 3 clusters Score -2029649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2029653.375000 Penalty: 3219.785156
	Iteration 27Q: 3 clusters Score -2029653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2029663.375000 Penalty: 3219.785156
	Iteration 28Q: 3 clusters Score -2029663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2029671.875000 Penalty: 3219.785156
	Iteration 29Q: 3 clusters Score -2029672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2029674.500000 Penalty: 3219.785156
	Iteration 30Q: 3 clusters Score -2029674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2029676.250000 Penalty: 3219.785156
	Iteration 31Q: 3 clusters Score -2029676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2029691.750000 Penalty: 3219.785156
	Iteration 32Q: 3 clusters Score -2029692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2029695.625000 Penalty: 3219.785156
	Iteration 33Q: 3 clusters Score -2029696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2029692.500000 Penalty: 3219.785156
	Iteration 34Q: 3 clusters Score -2029692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2029692.125000 Penalty: 3219.785156
	Iteration 35Q: 3 clusters Score -2029692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2029704.375000 Penalty: 3219.785156
	Iteration 36Q: 3 clusters Score -2029704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2029704.000000 Penalty: 3219.785156
	Iteration 37Q: 3 clusters Score -2029704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2029713.875000 Penalty: 3219.785156
	Iteration 38Q: 3 clusters Score -2029714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2029719.375000 Penalty: 3219.785156
	Iteration 39Q: 3 clusters Score -2029719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2029721.375000 Penalty: 3219.785156
	Iteration 40F: 3 clusters Score -2029721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2029719.000000 Penalty: 3219.785156
	Iteration 41Q: 3 clusters Score -2029719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2029722.750000 Penalty: 3219.785156
	Iteration 42Q: 3 clusters Score -2029723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2029725.875000 Penalty: 3219.785156
	Iteration 43Q: 3 clusters Score -2029726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2029728.875000 Penalty: 3219.785156
	Iteration 44Q: 3 clusters Score -2029729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2029730.250000 Penalty: 3219.785156
	Iteration 45Q: 3 clusters Score -2029730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2029734.625000 Penalty: 3219.785156
	Iteration 46Q: 3 clusters Score -2029735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2029741.125000 Penalty: 3219.785156
	Iteration 47Q: 3 clusters Score -2029741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2029747.375000 Penalty: 3219.785156
	Iteration 48Q: 3 clusters Score -2029747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2029753.375000 Penalty: 3219.785156
	Iteration 49Q: 3 clusters Score -2029753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2029758.375000 Penalty: 3219.785156
	Iteration 50Q: 3 clusters Score -2029758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2029758.875000 Penalty: 3219.785156
	Iteration 51Q: 3 clusters Score -2029759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2029766.000000 Penalty: 3219.785156
	Iteration 52Q: 3 clusters Score -2029766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2029772.500000 Penalty: 3219.785156
	Iteration 53Q: 3 clusters Score -2029772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2029764.750000 Penalty: 3219.785156
	Iteration 54Q: 3 clusters Score -2029765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2029773.250000 Penalty: 3219.785156
	Iteration 55Q: 3 clusters Score -2029773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2029775.750000 Penalty: 3219.785156
	Iteration 56Q: 3 clusters Score -2029776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2029788.375000 Penalty: 3219.785156
	Iteration 57Q: 3 clusters Score -2029788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2029791.500000 Penalty: 3219.785156
	Iteration 58Q: 3 clusters Score -2029792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2029787.875000 Penalty: 3219.785156
	Iteration 59Q: 3 clusters Score -2029788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2029796.500000 Penalty: 3219.785156
	Iteration 60F: 3 clusters Score -2029796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2029798.625000 Penalty: 3219.785156
	Iteration 61Q: 3 clusters Score -2029799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2029799.500000 Penalty: 3219.785156
	Iteration 62Q: 3 clusters Score -2029800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2029801.375000 Penalty: 3219.785156
	Iteration 63Q: 3 clusters Score -2029801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2029802.125000 Penalty: 3219.785156
	Iteration 64Q: 3 clusters Score -2029802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2029801.125000 Penalty: 3219.785156
	Iteration 65Q: 3 clusters Score -2029801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2029801.875000 Penalty: 3219.785156
	Iteration 66Q: 3 clusters Score -2029802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2029802.625000 Penalty: 3219.785156
	Iteration 67Q: 3 clusters Score -2029803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2029802.625000 Penalty: 3219.785156
	Iteration 68Q: 3 clusters Score -2029803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2029803.875000 Penalty: 3219.785156
	Iteration 69Q: 3 clusters Score -2029804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2029807.000000 Penalty: 3219.785156
	Iteration 70Q: 3 clusters Score -2029807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2029809.875000 Penalty: 3219.785156
	Iteration 71Q: 3 clusters Score -2029810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2029811.125000 Penalty: 3219.785156
	Iteration 72Q: 3 clusters Score -2029811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2029812.750000 Penalty: 3219.785156
	Iteration 73Q: 3 clusters Score -2029813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2029810.750000 Penalty: 3219.785156
	Iteration 74Q: 3 clusters Score -2029811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2029811.250000 Penalty: 3219.785156
	Iteration 75Q: 3 clusters Score -2029811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2029812.875000 Penalty: 3219.785156
	Iteration 76Q: 3 clusters Score -2029813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2029815.750000 Penalty: 3219.785156
	Iteration 77Q: 3 clusters Score -2029816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2029815.875000 Penalty: 3219.785156
	Iteration 78Q: 3 clusters Score -2029816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2029813.625000 Penalty: 3219.785156
	Iteration 79Q: 3 clusters Score -2029814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2029813.625000 Penalty: 3219.785156
	Iteration 80F: 3 clusters Score -2029814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2029816.875000 Penalty: 3219.785156
	Iteration 81Q: 3 clusters Score -2029817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2029817.000000 Penalty: 3219.785156
	Iteration 82Q: 3 clusters Score -2029817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2029816.375000 Penalty: 3219.785156
	Iteration 83Q: 3 clusters Score -2029816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2029820.000000 Penalty: 3219.785156
	Iteration 84Q: 3 clusters Score -2029820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2029821.375000 Penalty: 3219.785156
	Iteration 85Q: 3 clusters Score -2029821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2029820.125000 Penalty: 3219.785156
	Iteration 86Q: 3 clusters Score -2029820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2029818.875000 Penalty: 3219.785156
	Iteration 87Q: 3 clusters Score -2029819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2029818.125000 Penalty: 3219.785156
	Iteration 88Q: 3 clusters Score -2029818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2029816.375000 Penalty: 3219.785156
	Iteration 89Q: 3 clusters Score -2029816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2029815.250000 Penalty: 3219.785156
	Iteration 90Q: 3 clusters Score -2029815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2029818.125000 Penalty: 3219.785156
	Iteration 91Q: 3 clusters Score -2029818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2029818.375000 Penalty: 3219.785156
	Iteration 92Q: 3 clusters Score -2029818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2029815.500000 Penalty: 3219.785156
	Iteration 93Q: 3 clusters Score -2029816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2029815.875000 Penalty: 3219.785156
	Iteration 94Q: 3 clusters Score -2029816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2029812.375000 Penalty: 3219.785156
	Iteration 95Q: 3 clusters Score -2029812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2029816.375000 Penalty: 3219.785156
	Iteration 96Q: 3 clusters Score -2029816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2029823.250000 Penalty: 3219.785156
	Iteration 97Q: 3 clusters Score -2029823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2029824.250000 Penalty: 3219.785156
	Iteration 98Q: 3 clusters Score -2029824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2029822.750000 Penalty: 3219.785156
	Iteration 99Q: 3 clusters Score -2029823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2029826.125000 Penalty: 3219.785156
	Iteration 100F: 3 clusters Score -2029826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2029823.875000 Penalty: 3219.785156
	Iteration 101Q: 3 clusters Score -2029824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2029825.250000 Penalty: 3219.785156
	Iteration 102Q: 3 clusters Score -2029825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2029828.500000 Penalty: 3219.785156
	Iteration 103Q: 3 clusters Score -2029828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2029828.000000 Penalty: 3219.785156
	Iteration 104Q: 3 clusters Score -2029828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2029830.125000 Penalty: 3219.785156
	Iteration 105Q: 3 clusters Score -2029830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2029830.000000 Penalty: 3219.785156
	Iteration 106Q: 3 clusters Score -2029830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2029827.125000 Penalty: 3219.785156
	Iteration 107Q: 3 clusters Score -2029827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2029828.250000 Penalty: 3219.785156
	Iteration 108Q: 3 clusters Score -2029828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2029833.125000 Penalty: 3219.785156
	Iteration 109Q: 3 clusters Score -2029833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2029829.250000 Penalty: 3219.785156
	Iteration 110Q: 3 clusters Score -2029829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2029827.875000 Penalty: 3219.785156
	Iteration 111Q: 3 clusters Score -2029828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2029830.000000 Penalty: 3219.785156
	Iteration 112Q: 3 clusters Score -2029830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2029831.875000 Penalty: 3219.785156
	Iteration 113Q: 3 clusters Score -2029832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2029830.000000 Penalty: 3219.785156
	Iteration 114Q: 3 clusters Score -2029830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2029830.000000 Penalty: 3219.785156
	Iteration 115Q: 3 clusters Score -2029830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2029833.750000 Penalty: 3219.785156
	Iteration 116Q: 3 clusters Score -2029834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2029834.750000 Penalty: 3219.785156
	Iteration 117Q: 3 clusters Score -2029835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2029836.625000 Penalty: 3219.785156
	Iteration 118Q: 3 clusters Score -2029837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2029838.250000 Penalty: 3219.785156
	Iteration 119Q: 3 clusters Score -2029838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2029837.875000 Penalty: 3219.785156
	Iteration 120F: 3 clusters Score -2029838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2029840.000000 Penalty: 3219.785156
	Iteration 121Q: 3 clusters Score -2029840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2029841.500000 Penalty: 3219.785156
	Iteration 122Q: 3 clusters Score -2029842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2029842.750000 Penalty: 3219.785156
	Iteration 123Q: 3 clusters Score -2029843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2029840.875000 Penalty: 3219.785156
	Iteration 124Q: 3 clusters Score -2029841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2029843.375000 Penalty: 3219.785156
	Iteration 125Q: 3 clusters Score -2029843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2029847.750000 Penalty: 3219.785156
	Iteration 126Q: 3 clusters Score -2029848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2029852.125000 Penalty: 3219.785156
	Iteration 127Q: 3 clusters Score -2029852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2029849.625000 Penalty: 3219.785156
	Iteration 128Q: 3 clusters Score -2029850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2029851.125000 Penalty: 3219.785156
	Iteration 129Q: 3 clusters Score -2029851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2029847.000000 Penalty: 3219.785156
	Iteration 130Q: 3 clusters Score -2029847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2029853.625000 Penalty: 3219.785156
	Iteration 131Q: 3 clusters Score -2029854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2029851.500000 Penalty: 3219.785156
	Iteration 132Q: 3 clusters Score -2029852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2029851.500000 Penalty: 3219.785156
	Iteration 133F: 3 clusters Score -2029852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Entering Unmasked Estep 
Score: -364247.312500 Penalty: 1339.917603
	Iteration 0F: 2 clusters Score -364247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -361119.093750 Penalty: 2679.835205
	Iteration 0F: 3 clusters Score -361119.1 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -362121.562500 Penalty: 2679.835205
	Iteration 1F: 3 clusters Score -362121.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -362335.750000 Penalty: 2679.835205
	Iteration 2F: 3 clusters Score -362335.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -362505.218750 Penalty: 2679.835205
	Iteration 3F: 3 clusters Score -362505.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -362652.750000 Penalty: 2679.835205
	Iteration 4F: 3 clusters Score -362652.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -362746.937500 Penalty: 2679.835205
	Iteration 5Q: 3 clusters Score -362746.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362811.218750 Penalty: 2679.835205
	Iteration 6Q: 3 clusters Score -362811.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -362867.468750 Penalty: 2679.835205
	Iteration 7Q: 3 clusters Score -362867.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -362915.000000 Penalty: 2679.835205
	Iteration 8Q: 3 clusters Score -362915 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -362965.062500 Penalty: 2679.835205
	Iteration 9Q: 3 clusters Score -362965.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -363003.156250 Penalty: 2679.835205
	Iteration 10Q: 3 clusters Score -363003.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -363030.593750 Penalty: 2679.835205
	Iteration 11Q: 3 clusters Score -363030.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -363053.250000 Penalty: 2679.835205
	Iteration 12Q: 3 clusters Score -363053.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -363079.437500 Penalty: 2679.835205
	Iteration 13Q: 3 clusters Score -363079.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -363106.031250 Penalty: 2679.835205
	Iteration 14Q: 3 clusters Score -363106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -363132.093750 Penalty: 2679.835205
	Iteration 15Q: 3 clusters Score -363132.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -363167.406250 Penalty: 2679.835205
	Iteration 16Q: 3 clusters Score -363167.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -363204.781250 Penalty: 2679.835205
	Iteration 17Q: 3 clusters Score -363204.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -363237.125000 Penalty: 2679.835205
	Iteration 18Q: 3 clusters Score -363237.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -363260.500000 Penalty: 2679.835205
	Iteration 19Q: 3 clusters Score -363260.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -363279.093750 Penalty: 2679.835205
	Iteration 20F: 3 clusters Score -363279.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -363301.812500 Penalty: 2679.835205
	Iteration 21Q: 3 clusters Score -363301.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -363331.906250 Penalty: 2679.835205
	Iteration 22Q: 3 clusters Score -363331.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -363364.562500 Penalty: 2679.835205
	Iteration 23Q: 3 clusters Score -363364.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -363388.000000 Penalty: 2679.835205
	Iteration 24Q: 3 clusters Score -363388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -363413.375000 Penalty: 2679.835205
	Iteration 25Q: 3 clusters Score -363413.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -363438.500000 Penalty: 2679.835205
	Iteration 26Q: 3 clusters Score -363438.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -363466.218750 Penalty: 2679.835205
	Iteration 27Q: 3 clusters Score -363466.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -363493.781250 Penalty: 2679.835205
	Iteration 28Q: 3 clusters Score -363493.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -363508.875000 Penalty: 2679.835205
	Iteration 29Q: 3 clusters Score -363508.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -363519.656250 Penalty: 2679.835205
	Iteration 30Q: 3 clusters Score -363519.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -363531.093750 Penalty: 2679.835205
	Iteration 31Q: 3 clusters Score -363531.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -363542.125000 Penalty: 2679.835205
	Iteration 32Q: 3 clusters Score -363542.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363554.125000 Penalty: 2679.835205
	Iteration 33Q: 3 clusters Score -363554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363562.906250 Penalty: 2679.835205
	Iteration 34Q: 3 clusters Score -363562.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -363573.718750 Penalty: 2679.835205
	Iteration 35Q: 3 clusters Score -363573.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -363584.250000 Penalty: 2679.835205
	Iteration 36Q: 3 clusters Score -363584.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -363596.843750 Penalty: 2679.835205
	Iteration 37Q: 3 clusters Score -363596.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363608.250000 Penalty: 2679.835205
	Iteration 38Q: 3 clusters Score -363608.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -363616.843750 Penalty: 2679.835205
	Iteration 39Q: 3 clusters Score -363616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -363626.250000 Penalty: 2679.835205
	Iteration 40F: 3 clusters Score -363626.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -363631.843750 Penalty: 2679.835205
	Iteration 41Q: 3 clusters Score -363631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -363636.625000 Penalty: 2679.835205
	Iteration 42Q: 3 clusters Score -363636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -363639.250000 Penalty: 2679.835205
	Iteration 43Q: 3 clusters Score -363639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -363641.000000 Penalty: 2679.835205
	Iteration 44Q: 3 clusters Score -363641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -363642.843750 Penalty: 2679.835205
	Iteration 45Q: 3 clusters Score -363642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -363645.343750 Penalty: 2679.835205
	Iteration 46Q: 3 clusters Score -363645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -363649.156250 Penalty: 2679.835205
	Iteration 47Q: 3 clusters Score -363649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -363650.750000 Penalty: 2679.835205
	Iteration 48Q: 3 clusters Score -363650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -363651.687500 Penalty: 2679.835205
	Iteration 49Q: 3 clusters Score -363651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -363653.187500 Penalty: 2679.835205
	Iteration 50Q: 3 clusters Score -363653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -363655.656250 Penalty: 2679.835205
	Iteration 51Q: 3 clusters Score -363655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -363657.281250 Penalty: 2679.835205
	Iteration 52Q: 3 clusters Score -363657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -363658.093750 Penalty: 2679.835205
	Iteration 53Q: 3 clusters Score -363658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -363658.218750 Penalty: 2679.835205
	Iteration 54Q: 3 clusters Score -363658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363658.437500 Penalty: 2679.835205
	Iteration 55Q: 3 clusters Score -363658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -363658.468750 Penalty: 2679.835205
	Iteration 56Q: 3 clusters Score -363658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -363659.125000 Penalty: 2679.835205
	Iteration 57Q: 3 clusters Score -363659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -363659.125000 Penalty: 2679.835205
	Iteration 58F: 3 clusters Score -363659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Entering Unmasked Estep 
Score: -1958627.625000 Penalty: 1593.185669
	Iteration 0F: 2 clusters Score -1958628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1946214.625000 Penalty: 3186.371338
	Iteration 0F: 3 clusters Score -1946215 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1950741.375000 Penalty: 3186.371338
	Iteration 1F: 3 clusters Score -1950741 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1951101.875000 Penalty: 3186.371338
	Iteration 2F: 3 clusters Score -1951102 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1951414.875000 Penalty: 3186.371338
	Iteration 3Q: 3 clusters Score -1951415 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1951751.750000 Penalty: 3186.371338
	Iteration 4Q: 3 clusters Score -1951752 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1952099.000000 Penalty: 3186.371338
	Iteration 5Q: 3 clusters Score -1952099 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1952490.125000 Penalty: 3186.371338
	Iteration 6Q: 3 clusters Score -1952490 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1952926.625000 Penalty: 3186.371338
	Iteration 7Q: 3 clusters Score -1952927 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1953383.500000 Penalty: 3186.371338
	Iteration 8Q: 3 clusters Score -1953384 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1953934.125000 Penalty: 3186.371338
	Iteration 9Q: 3 clusters Score -1953934 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1954607.125000 Penalty: 3186.371338
	Iteration 10Q: 3 clusters Score -1954607 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1955240.500000 Penalty: 3186.371338
	Iteration 11Q: 3 clusters Score -1955240 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1955655.875000 Penalty: 3186.371338
	Iteration 12Q: 3 clusters Score -1955656 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1955917.625000 Penalty: 3186.371338
	Iteration 13Q: 3 clusters Score -1955918 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1956077.375000 Penalty: 3186.371338
	Iteration 14Q: 3 clusters Score -1956077 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1956198.375000 Penalty: 3186.371338
	Iteration 15Q: 3 clusters Score -1956198 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1956316.000000 Penalty: 3186.371338
	Iteration 16Q: 3 clusters Score -1956316 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1956420.250000 Penalty: 3186.371338
	Iteration 17Q: 3 clusters Score -1956420 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1956518.125000 Penalty: 3186.371338
	Iteration 18Q: 3 clusters Score -1956518 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1956601.500000 Penalty: 3186.371338
	Iteration 19Q: 3 clusters Score -1956602 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1956667.250000 Penalty: 3186.371338
	Iteration 20F: 3 clusters Score -1956667 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1956719.000000 Penalty: 3186.371338
	Iteration 21Q: 3 clusters Score -1956719 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1956775.625000 Penalty: 3186.371338
	Iteration 22Q: 3 clusters Score -1956776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1956825.500000 Penalty: 3186.371338
	Iteration 23Q: 3 clusters Score -1956826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1956866.250000 Penalty: 3186.371338
	Iteration 24Q: 3 clusters Score -1956866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1956905.875000 Penalty: 3186.371338
	Iteration 25Q: 3 clusters Score -1956906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1956940.750000 Penalty: 3186.371338
	Iteration 26Q: 3 clusters Score -1956941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1956971.500000 Penalty: 3186.371338
	Iteration 27Q: 3 clusters Score -1956972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1957003.750000 Penalty: 3186.371338
	Iteration 28Q: 3 clusters Score -1957004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1957030.500000 Penalty: 3186.371338
	Iteration 29Q: 3 clusters Score -1957030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1957048.375000 Penalty: 3186.371338
	Iteration 30Q: 3 clusters Score -1957048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1957076.625000 Penalty: 3186.371338
	Iteration 31Q: 3 clusters Score -1957077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1957107.500000 Penalty: 3186.371338
	Iteration 32Q: 3 clusters Score -1957108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1957127.125000 Penalty: 3186.371338
	Iteration 33Q: 3 clusters Score -1957127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1957145.375000 Penalty: 3186.371338
	Iteration 34Q: 3 clusters Score -1957145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1957157.875000 Penalty: 3186.371338
	Iteration 35Q: 3 clusters Score -1957158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1957182.000000 Penalty: 3186.371338
	Iteration 36Q: 3 clusters Score -1957182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1957190.000000 Penalty: 3186.371338
	Iteration 37Q: 3 clusters Score -1957190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1957208.125000 Penalty: 3186.371338
	Iteration 38Q: 3 clusters Score -1957208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1957217.000000 Penalty: 3186.371338
	Iteration 39Q: 3 clusters Score -1957217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1957222.750000 Penalty: 3186.371338
	Iteration 40F: 3 clusters Score -1957223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1957232.250000 Penalty: 3186.371338
	Iteration 41Q: 3 clusters Score -1957232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1957248.125000 Penalty: 3186.371338
	Iteration 42Q: 3 clusters Score -1957248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1957256.250000 Penalty: 3186.371338
	Iteration 43Q: 3 clusters Score -1957256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1957260.125000 Penalty: 3186.371338
	Iteration 44Q: 3 clusters Score -1957260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1957264.500000 Penalty: 3186.371338
	Iteration 45Q: 3 clusters Score -1957264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1957266.375000 Penalty: 3186.371338
	Iteration 46Q: 3 clusters Score -1957266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1957268.750000 Penalty: 3186.371338
	Iteration 47Q: 3 clusters Score -1957269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1957271.125000 Penalty: 3186.371338
	Iteration 48Q: 3 clusters Score -1957271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1957270.750000 Penalty: 3186.371338
	Iteration 49Q: 3 clusters Score -1957271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1957269.250000 Penalty: 3186.371338
	Iteration 50Q: 3 clusters Score -1957269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1957269.875000 Penalty: 3186.371338
	Iteration 51Q: 3 clusters Score -1957270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1957272.750000 Penalty: 3186.371338
	Iteration 52Q: 3 clusters Score -1957273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1957274.500000 Penalty: 3186.371338
	Iteration 53Q: 3 clusters Score -1957274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1957273.625000 Penalty: 3186.371338
	Iteration 54Q: 3 clusters Score -1957274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1957275.875000 Penalty: 3186.371338
	Iteration 55Q: 3 clusters Score -1957276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1957277.375000 Penalty: 3186.371338
	Iteration 56Q: 3 clusters Score -1957277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1957280.875000 Penalty: 3186.371338
	Iteration 57Q: 3 clusters Score -1957281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1957287.000000 Penalty: 3186.371338
	Iteration 58Q: 3 clusters Score -1957287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1957284.875000 Penalty: 3186.371338
	Iteration 59Q: 3 clusters Score -1957285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1957285.750000 Penalty: 3186.371338
	Iteration 60F: 3 clusters Score -1957286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1957291.125000 Penalty: 3186.371338
	Iteration 61Q: 3 clusters Score -1957291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1957294.500000 Penalty: 3186.371338
	Iteration 62Q: 3 clusters Score -1957294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1957292.625000 Penalty: 3186.371338
	Iteration 63Q: 3 clusters Score -1957293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1957294.250000 Penalty: 3186.371338
	Iteration 64Q: 3 clusters Score -1957294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1957295.125000 Penalty: 3186.371338
	Iteration 65Q: 3 clusters Score -1957295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1957294.375000 Penalty: 3186.371338
	Iteration 66Q: 3 clusters Score -1957294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1957294.375000 Penalty: 3186.371338
	Iteration 67F: 3 clusters Score -1957294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Entering Unmasked Estep 
Score: -1074867.000000 Penalty: 1511.011841
	Iteration 0F: 2 clusters Score -1074867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1067110.125000 Penalty: 3022.023682
	Iteration 0F: 3 clusters Score -1067110 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1069713.000000 Penalty: 3022.023682
	Iteration 1F: 3 clusters Score -1069713 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1070052.375000 Penalty: 3022.023682
	Iteration 2F: 3 clusters Score -1070052 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1070547.875000 Penalty: 3022.023682
	Iteration 3F: 3 clusters Score -1070548 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1071241.250000 Penalty: 3022.023682
	Iteration 4F: 3 clusters Score -1071241 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1072043.500000 Penalty: 3022.023682
	Iteration 5F: 3 clusters Score -1072044 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1072866.250000 Penalty: 3022.023682
	Iteration 6F: 3 clusters Score -1072866 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1073508.125000 Penalty: 3022.023682
	Iteration 7F: 3 clusters Score -1073508 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1073937.375000 Penalty: 3022.023682
	Iteration 8F: 3 clusters Score -1073937 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1074178.500000 Penalty: 3022.023682
	Iteration 9Q: 3 clusters Score -1074178 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1074291.500000 Penalty: 3022.023682
	Iteration 10Q: 3 clusters Score -1074292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1074363.250000 Penalty: 3022.023682
	Iteration 11Q: 3 clusters Score -1074363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1074393.250000 Penalty: 3022.023682
	Iteration 12Q: 3 clusters Score -1074393 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1074411.625000 Penalty: 3022.023682
	Iteration 13Q: 3 clusters Score -1074412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1074424.000000 Penalty: 3022.023682
	Iteration 14Q: 3 clusters Score -1074424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1074437.375000 Penalty: 3022.023682
	Iteration 15Q: 3 clusters Score -1074437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1074443.750000 Penalty: 3022.023682
	Iteration 16Q: 3 clusters Score -1074444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1074444.875000 Penalty: 3022.023682
	Iteration 17Q: 3 clusters Score -1074445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1074443.500000 Penalty: 3022.023682
	Iteration 18Q: 3 clusters Score -1074444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1074447.125000 Penalty: 3022.023682
	Iteration 19Q: 3 clusters Score -1074447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1074450.750000 Penalty: 3022.023682
	Iteration 20F: 3 clusters Score -1074451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1074447.125000 Penalty: 3022.023682
	Iteration 21Q: 3 clusters Score -1074447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1074449.625000 Penalty: 3022.023682
	Iteration 22Q: 3 clusters Score -1074450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1074453.750000 Penalty: 3022.023682
	Iteration 23Q: 3 clusters Score -1074454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1074455.250000 Penalty: 3022.023682
	Iteration 24Q: 3 clusters Score -1074455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1074455.250000 Penalty: 3022.023682
	Iteration 25F: 3 clusters Score -1074455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Entering Unmasked Estep 
Score: -1983529.625000 Penalty: 1616.204834
	Iteration 0F: 2 clusters Score -1983530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1969359.125000 Penalty: 3232.409668
	Iteration 0F: 3 clusters Score -1969359 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1974896.250000 Penalty: 3232.409668
	Iteration 1F: 3 clusters Score -1974896 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1975663.250000 Penalty: 3232.409668
	Iteration 2F: 3 clusters Score -1975663 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1976601.750000 Penalty: 3232.409668
	Iteration 3F: 3 clusters Score -1976602 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1977618.875000 Penalty: 3232.409668
	Iteration 4F: 3 clusters Score -1977619 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1978521.875000 Penalty: 3232.409668
	Iteration 5F: 3 clusters Score -1978522 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1979131.500000 Penalty: 3232.409668
	Iteration 6F: 3 clusters Score -1979132 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1979544.125000 Penalty: 3232.409668
	Iteration 7Q: 3 clusters Score -1979544 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1979786.625000 Penalty: 3232.409668
	Iteration 8Q: 3 clusters Score -1979787 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1979936.500000 Penalty: 3232.409668
	Iteration 9Q: 3 clusters Score -1979936 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1980062.250000 Penalty: 3232.409668
	Iteration 10Q: 3 clusters Score -1980062 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1980149.500000 Penalty: 3232.409668
	Iteration 11Q: 3 clusters Score -1980150 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1980228.250000 Penalty: 3232.409668
	Iteration 12Q: 3 clusters Score -1980228 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1980298.125000 Penalty: 3232.409668
	Iteration 13Q: 3 clusters Score -1980298 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1980362.750000 Penalty: 3232.409668
	Iteration 14Q: 3 clusters Score -1980363 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1980428.375000 Penalty: 3232.409668
	Iteration 15Q: 3 clusters Score -1980428 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1980493.625000 Penalty: 3232.409668
	Iteration 16Q: 3 clusters Score -1980494 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1980546.375000 Penalty: 3232.409668
	Iteration 17Q: 3 clusters Score -1980546 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1980594.125000 Penalty: 3232.409668
	Iteration 18Q: 3 clusters Score -1980594 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1980644.500000 Penalty: 3232.409668
	Iteration 19Q: 3 clusters Score -1980644 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1980678.750000 Penalty: 3232.409668
	Iteration 20F: 3 clusters Score -1980679 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1980716.125000 Penalty: 3232.409668
	Iteration 21Q: 3 clusters Score -1980716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1980758.250000 Penalty: 3232.409668
	Iteration 22Q: 3 clusters Score -1980758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1980778.625000 Penalty: 3232.409668
	Iteration 23Q: 3 clusters Score -1980779 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1980815.125000 Penalty: 3232.409668
	Iteration 24Q: 3 clusters Score -1980815 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1980845.750000 Penalty: 3232.409668
	Iteration 25Q: 3 clusters Score -1980846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1980888.750000 Penalty: 3232.409668
	Iteration 26Q: 3 clusters Score -1980889 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1980922.375000 Penalty: 3232.409668
	Iteration 27Q: 3 clusters Score -1980922 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1980964.500000 Penalty: 3232.409668
	Iteration 28Q: 3 clusters Score -1980964 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1980997.500000 Penalty: 3232.409668
	Iteration 29Q: 3 clusters Score -1980998 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1981042.875000 Penalty: 3232.409668
	Iteration 30Q: 3 clusters Score -1981043 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1981091.625000 Penalty: 3232.409668
	Iteration 31Q: 3 clusters Score -1981092 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1981125.625000 Penalty: 3232.409668
	Iteration 32Q: 3 clusters Score -1981126 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1981183.750000 Penalty: 3232.409668
	Iteration 33Q: 3 clusters Score -1981184 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1981252.125000 Penalty: 3232.409668
	Iteration 34Q: 3 clusters Score -1981252 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1981314.875000 Penalty: 3232.409668
	Iteration 35Q: 3 clusters Score -1981315 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1981389.500000 Penalty: 3232.409668
	Iteration 36Q: 3 clusters Score -1981390 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1981472.000000 Penalty: 3232.409668
	Iteration 37Q: 3 clusters Score -1981472 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1981587.875000 Penalty: 3232.409668
	Iteration 38Q: 3 clusters Score -1981588 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1981718.125000 Penalty: 3232.409668
	Iteration 39Q: 3 clusters Score -1981718 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1981872.000000 Penalty: 3232.409668
	Iteration 40F: 3 clusters Score -1981872 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1982017.250000 Penalty: 3232.409668
	Iteration 41Q: 3 clusters Score -1982017 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1982172.375000 Penalty: 3232.409668
	Iteration 42Q: 3 clusters Score -1982172 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1982369.125000 Penalty: 3232.409668
	Iteration 43Q: 3 clusters Score -1982369 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1982562.500000 Penalty: 3232.409668
	Iteration 44Q: 3 clusters Score -1982562 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1982695.250000 Penalty: 3232.409668
	Iteration 45Q: 3 clusters Score -1982695 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1982790.375000 Penalty: 3232.409668
	Iteration 46Q: 3 clusters Score -1982790 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1982869.875000 Penalty: 3232.409668
	Iteration 47Q: 3 clusters Score -1982870 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1982933.500000 Penalty: 3232.409668
	Iteration 48Q: 3 clusters Score -1982934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1982975.625000 Penalty: 3232.409668
	Iteration 49Q: 3 clusters Score -1982976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1983015.875000 Penalty: 3232.409668
	Iteration 50Q: 3 clusters Score -1983016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1983043.125000 Penalty: 3232.409668
	Iteration 51Q: 3 clusters Score -1983043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1983062.500000 Penalty: 3232.409668
	Iteration 52Q: 3 clusters Score -1983062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1983088.375000 Penalty: 3232.409668
	Iteration 53Q: 3 clusters Score -1983088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1983097.500000 Penalty: 3232.409668
	Iteration 54Q: 3 clusters Score -1983098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1983108.500000 Penalty: 3232.409668
	Iteration 55Q: 3 clusters Score -1983108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1983113.750000 Penalty: 3232.409668
	Iteration 56Q: 3 clusters Score -1983114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1983122.625000 Penalty: 3232.409668
	Iteration 57Q: 3 clusters Score -1983123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1983134.750000 Penalty: 3232.409668
	Iteration 58Q: 3 clusters Score -1983135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1983139.250000 Penalty: 3232.409668
	Iteration 59Q: 3 clusters Score -1983139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -1983144.875000 Penalty: 3232.409668
	Iteration 60F: 3 clusters Score -1983145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1983144.375000 Penalty: 3232.409668
	Iteration 61Q: 3 clusters Score -1983144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1983143.750000 Penalty: 3232.409668
	Iteration 62Q: 3 clusters Score -1983144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1983141.375000 Penalty: 3232.409668
	Iteration 63Q: 3 clusters Score -1983141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1983142.250000 Penalty: 3232.409668
	Iteration 64Q: 3 clusters Score -1983142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -1983142.250000 Penalty: 3232.409668
	Iteration 65Q: 3 clusters Score -1983142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1983141.875000 Penalty: 3232.409668
	Iteration 66Q: 3 clusters Score -1983142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1983141.875000 Penalty: 3232.409668
	Iteration 67Q: 3 clusters Score -1983142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1983144.625000 Penalty: 3232.409668
	Iteration 68Q: 3 clusters Score -1983145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1983144.625000 Penalty: 3232.409668
	Iteration 69Q: 3 clusters Score -1983145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1983144.625000 Penalty: 3232.409668
	Iteration 70F: 3 clusters Score -1983145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -757940.562500 Penalty: 1441.482666
	Iteration 0F: 2 clusters Score -757940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -752586.750000 Penalty: 2882.965332
	Iteration 0F: 3 clusters Score -752586.8 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -754333.937500 Penalty: 2882.965332
	Iteration 1F: 3 clusters Score -754333.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -754664.687500 Penalty: 2882.965332
	Iteration 2F: 3 clusters Score -754664.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -754969.437500 Penalty: 2882.965332
	Iteration 3F: 3 clusters Score -754969.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -755302.750000 Penalty: 2882.965332
	Iteration 4F: 3 clusters Score -755302.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -755690.750000 Penalty: 2882.965332
	Iteration 5F: 3 clusters Score -755690.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -756049.875000 Penalty: 2882.965332
	Iteration 6F: 3 clusters Score -756049.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -756378.437500 Penalty: 2882.965332
	Iteration 7F: 3 clusters Score -756378.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -756598.625000 Penalty: 2882.965332
	Iteration 8Q: 3 clusters Score -756598.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -756730.437500 Penalty: 2882.965332
	Iteration 9Q: 3 clusters Score -756730.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -756799.687500 Penalty: 2882.965332
	Iteration 10Q: 3 clusters Score -756799.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -756834.187500 Penalty: 2882.965332
	Iteration 11Q: 3 clusters Score -756834.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -756858.812500 Penalty: 2882.965332
	Iteration 12Q: 3 clusters Score -756858.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -756866.250000 Penalty: 2882.965332
	Iteration 13Q: 3 clusters Score -756866.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -756874.125000 Penalty: 2882.965332
	Iteration 14Q: 3 clusters Score -756874.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -756883.000000 Penalty: 2882.965332
	Iteration 15Q: 3 clusters Score -756883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -756898.125000 Penalty: 2882.965332
	Iteration 16Q: 3 clusters Score -756898.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -756917.625000 Penalty: 2882.965332
	Iteration 17Q: 3 clusters Score -756917.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -756932.812500 Penalty: 2882.965332
	Iteration 18Q: 3 clusters Score -756932.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -756951.187500 Penalty: 2882.965332
	Iteration 19Q: 3 clusters Score -756951.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -756962.187500 Penalty: 2882.965332
	Iteration 20F: 3 clusters Score -756962.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -756973.375000 Penalty: 2882.965332
	Iteration 21Q: 3 clusters Score -756973.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -756986.187500 Penalty: 2882.965332
	Iteration 22Q: 3 clusters Score -756986.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -756999.312500 Penalty: 2882.965332
	Iteration 23Q: 3 clusters Score -756999.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -757008.125000 Penalty: 2882.965332
	Iteration 24Q: 3 clusters Score -757008.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -757015.375000 Penalty: 2882.965332
	Iteration 25Q: 3 clusters Score -757015.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -757026.500000 Penalty: 2882.965332
	Iteration 26Q: 3 clusters Score -757026.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -757042.812500 Penalty: 2882.965332
	Iteration 27Q: 3 clusters Score -757042.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -757055.687500 Penalty: 2882.965332
	Iteration 28Q: 3 clusters Score -757055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -757073.625000 Penalty: 2882.965332
	Iteration 29Q: 3 clusters Score -757073.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -757091.937500 Penalty: 2882.965332
	Iteration 30Q: 3 clusters Score -757091.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -757115.125000 Penalty: 2882.965332
	Iteration 31Q: 3 clusters Score -757115.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -757137.750000 Penalty: 2882.965332
	Iteration 32Q: 3 clusters Score -757137.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -757161.375000 Penalty: 2882.965332
	Iteration 33Q: 3 clusters Score -757161.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -757190.562500 Penalty: 2882.965332
	Iteration 34Q: 3 clusters Score -757190.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -757219.187500 Penalty: 2882.965332
	Iteration 35Q: 3 clusters Score -757219.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -757243.250000 Penalty: 2882.965332
	Iteration 36Q: 3 clusters Score -757243.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -757277.187500 Penalty: 2882.965332
	Iteration 37Q: 3 clusters Score -757277.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -757301.750000 Penalty: 2882.965332
	Iteration 38Q: 3 clusters Score -757301.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -757316.687500 Penalty: 2882.965332
	Iteration 39Q: 3 clusters Score -757316.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -757327.625000 Penalty: 2882.965332
	Iteration 40F: 3 clusters Score -757327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -757332.875000 Penalty: 2882.965332
	Iteration 41Q: 3 clusters Score -757332.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -757338.687500 Penalty: 2882.965332
	Iteration 42Q: 3 clusters Score -757338.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -757347.625000 Penalty: 2882.965332
	Iteration 43Q: 3 clusters Score -757347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -757350.750000 Penalty: 2882.965332
	Iteration 44Q: 3 clusters Score -757350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -757351.937500 Penalty: 2882.965332
	Iteration 45Q: 3 clusters Score -757351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -757354.937500 Penalty: 2882.965332
	Iteration 46Q: 3 clusters Score -757354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -757357.937500 Penalty: 2882.965332
	Iteration 47Q: 3 clusters Score -757357.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -757359.250000 Penalty: 2882.965332
	Iteration 48Q: 3 clusters Score -757359.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -757366.250000 Penalty: 2882.965332
	Iteration 49Q: 3 clusters Score -757366.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -757373.812500 Penalty: 2882.965332
	Iteration 50Q: 3 clusters Score -757373.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -757380.375000 Penalty: 2882.965332
	Iteration 51Q: 3 clusters Score -757380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -757382.312500 Penalty: 2882.965332
	Iteration 52Q: 3 clusters Score -757382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -757384.375000 Penalty: 2882.965332
	Iteration 53Q: 3 clusters Score -757384.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -757384.625000 Penalty: 2882.965332
	Iteration 54Q: 3 clusters Score -757384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -757389.875000 Penalty: 2882.965332
	Iteration 55Q: 3 clusters Score -757389.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -757394.062500 Penalty: 2882.965332
	Iteration 56Q: 3 clusters Score -757394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -757394.625000 Penalty: 2882.965332
	Iteration 57Q: 3 clusters Score -757394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -757399.750000 Penalty: 2882.965332
	Iteration 58Q: 3 clusters Score -757399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -757399.687500 Penalty: 2882.965332
	Iteration 59Q: 3 clusters Score -757399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -757402.437500 Penalty: 2882.965332
	Iteration 60F: 3 clusters Score -757402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -757403.062500 Penalty: 2882.965332
	Iteration 61Q: 3 clusters Score -757403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -757404.562500 Penalty: 2882.965332
	Iteration 62Q: 3 clusters Score -757404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -757408.375000 Penalty: 2882.965332
	Iteration 63Q: 3 clusters Score -757408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -757411.562500 Penalty: 2882.965332
	Iteration 64Q: 3 clusters Score -757411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -757414.937500 Penalty: 2882.965332
	Iteration 65Q: 3 clusters Score -757414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -757421.812500 Penalty: 2882.965332
	Iteration 66Q: 3 clusters Score -757421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -757423.062500 Penalty: 2882.965332
	Iteration 67Q: 3 clusters Score -757423.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -757425.375000 Penalty: 2882.965332
	Iteration 68Q: 3 clusters Score -757425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -757427.562500 Penalty: 2882.965332
	Iteration 69Q: 3 clusters Score -757427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -757427.937500 Penalty: 2882.965332
	Iteration 70Q: 3 clusters Score -757427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -757427.937500 Penalty: 2882.965332
	Iteration 71F: 3 clusters Score -757427.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Entering Unmasked Estep 
Score: -3184254.250000 Penalty: 1679.148682
	Iteration 0F: 2 clusters Score -3184254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3163519.500000 Penalty: 3358.297363
	Iteration 0F: 3 clusters Score -3163520 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3171673.750000 Penalty: 3358.297363
	Iteration 1F: 3 clusters Score -3171674 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3172379.000000 Penalty: 3358.297363
	Iteration 2F: 3 clusters Score -3172379 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3173348.750000 Penalty: 3358.297363
	Iteration 3F: 3 clusters Score -3173349 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3174811.250000 Penalty: 3358.297363
	Iteration 4F: 3 clusters Score -3174811 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3176584.000000 Penalty: 3358.297363
	Iteration 5F: 3 clusters Score -3176584 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3178325.000000 Penalty: 3358.297363
	Iteration 6F: 3 clusters Score -3178325 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3179731.500000 Penalty: 3358.297363
	Iteration 7F: 3 clusters Score -3179732 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3180742.250000 Penalty: 3358.297363
	Iteration 8Q: 3 clusters Score -3180742 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3181458.750000 Penalty: 3358.297363
	Iteration 9Q: 3 clusters Score -3181459 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3181852.250000 Penalty: 3358.297363
	Iteration 10Q: 3 clusters Score -3181852 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3182063.500000 Penalty: 3358.297363
	Iteration 11Q: 3 clusters Score -3182064 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3182213.250000 Penalty: 3358.297363
	Iteration 12Q: 3 clusters Score -3182213 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3182310.500000 Penalty: 3358.297363
	Iteration 13Q: 3 clusters Score -3182310 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3182400.000000 Penalty: 3358.297363
	Iteration 14Q: 3 clusters Score -3182400 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3182454.250000 Penalty: 3358.297363
	Iteration 15Q: 3 clusters Score -3182454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3182493.750000 Penalty: 3358.297363
	Iteration 16Q: 3 clusters Score -3182494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3182524.500000 Penalty: 3358.297363
	Iteration 17Q: 3 clusters Score -3182524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3182545.500000 Penalty: 3358.297363
	Iteration 18Q: 3 clusters Score -3182546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3182560.750000 Penalty: 3358.297363
	Iteration 19Q: 3 clusters Score -3182561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3182586.250000 Penalty: 3358.297363
	Iteration 20F: 3 clusters Score -3182586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3182599.750000 Penalty: 3358.297363
	Iteration 21Q: 3 clusters Score -3182600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3182624.250000 Penalty: 3358.297363
	Iteration 22Q: 3 clusters Score -3182624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3182649.500000 Penalty: 3358.297363
	Iteration 23Q: 3 clusters Score -3182650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3182718.500000 Penalty: 3358.297363
	Iteration 24Q: 3 clusters Score -3182718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3182742.750000 Penalty: 3358.297363
	Iteration 25Q: 3 clusters Score -3182743 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3182786.250000 Penalty: 3358.297363
	Iteration 26Q: 3 clusters Score -3182786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3182818.250000 Penalty: 3358.297363
	Iteration 27Q: 3 clusters Score -3182818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3182848.000000 Penalty: 3358.297363
	Iteration 28Q: 3 clusters Score -3182848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3182893.250000 Penalty: 3358.297363
	Iteration 29Q: 3 clusters Score -3182893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3182919.000000 Penalty: 3358.297363
	Iteration 30Q: 3 clusters Score -3182919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3182933.750000 Penalty: 3358.297363
	Iteration 31Q: 3 clusters Score -3182934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3182953.250000 Penalty: 3358.297363
	Iteration 32Q: 3 clusters Score -3182953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3182974.250000 Penalty: 3358.297363
	Iteration 33Q: 3 clusters Score -3182974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3183004.750000 Penalty: 3358.297363
	Iteration 34Q: 3 clusters Score -3183005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3183028.250000 Penalty: 3358.297363
	Iteration 35Q: 3 clusters Score -3183028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3183051.750000 Penalty: 3358.297363
	Iteration 36Q: 3 clusters Score -3183052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3183085.000000 Penalty: 3358.297363
	Iteration 37Q: 3 clusters Score -3183085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3183113.500000 Penalty: 3358.297363
	Iteration 38Q: 3 clusters Score -3183114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3183130.500000 Penalty: 3358.297363
	Iteration 39Q: 3 clusters Score -3183130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3183155.250000 Penalty: 3358.297363
	Iteration 40F: 3 clusters Score -3183155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3183177.750000 Penalty: 3358.297363
	Iteration 41Q: 3 clusters Score -3183178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3183207.750000 Penalty: 3358.297363
	Iteration 42Q: 3 clusters Score -3183208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3183227.750000 Penalty: 3358.297363
	Iteration 43Q: 3 clusters Score -3183228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3183248.500000 Penalty: 3358.297363
	Iteration 44Q: 3 clusters Score -3183248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3183258.750000 Penalty: 3358.297363
	Iteration 45Q: 3 clusters Score -3183259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3183264.500000 Penalty: 3358.297363
	Iteration 46Q: 3 clusters Score -3183264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3183270.750000 Penalty: 3358.297363
	Iteration 47Q: 3 clusters Score -3183271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3183285.000000 Penalty: 3358.297363
	Iteration 48Q: 3 clusters Score -3183285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3183286.500000 Penalty: 3358.297363
	Iteration 49Q: 3 clusters Score -3183286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3183298.500000 Penalty: 3358.297363
	Iteration 50Q: 3 clusters Score -3183298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3183308.250000 Penalty: 3358.297363
	Iteration 51Q: 3 clusters Score -3183308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3183320.250000 Penalty: 3358.297363
	Iteration 52Q: 3 clusters Score -3183320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3183332.500000 Penalty: 3358.297363
	Iteration 53Q: 3 clusters Score -3183332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3183339.000000 Penalty: 3358.297363
	Iteration 54Q: 3 clusters Score -3183339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3183338.250000 Penalty: 3358.297363
	Iteration 55Q: 3 clusters Score -3183338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3183342.250000 Penalty: 3358.297363
	Iteration 56Q: 3 clusters Score -3183342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3183339.250000 Penalty: 3358.297363
	Iteration 57Q: 3 clusters Score -3183339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3183345.750000 Penalty: 3358.297363
	Iteration 58Q: 3 clusters Score -3183346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3183350.500000 Penalty: 3358.297363
	Iteration 59Q: 3 clusters Score -3183350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3183351.000000 Penalty: 3358.297363
	Iteration 60F: 3 clusters Score -3183351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3183355.000000 Penalty: 3358.297363
	Iteration 61Q: 3 clusters Score -3183355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3183360.750000 Penalty: 3358.297363
	Iteration 62Q: 3 clusters Score -3183361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3183358.500000 Penalty: 3358.297363
	Iteration 63Q: 3 clusters Score -3183358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3183360.250000 Penalty: 3358.297363
	Iteration 64Q: 3 clusters Score -3183360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3183356.750000 Penalty: 3358.297363
	Iteration 65Q: 3 clusters Score -3183357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3183357.750000 Penalty: 3358.297363
	Iteration 66Q: 3 clusters Score -3183358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3183363.750000 Penalty: 3358.297363
	Iteration 67Q: 3 clusters Score -3183364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3183363.750000 Penalty: 3358.297363
	Iteration 68Q: 3 clusters Score -3183364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3183360.750000 Penalty: 3358.297363
	Iteration 69Q: 3 clusters Score -3183361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3183366.250000 Penalty: 3358.297363
	Iteration 70Q: 3 clusters Score -3183366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3183371.000000 Penalty: 3358.297363
	Iteration 71Q: 3 clusters Score -3183371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3183370.750000 Penalty: 3358.297363
	Iteration 72Q: 3 clusters Score -3183371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3183370.750000 Penalty: 3358.297363
	Iteration 73F: 3 clusters Score -3183371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (113381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Entering Unmasked Estep 
Score: -11868799.000000 Penalty: 1891.257690
	Iteration 0F: 2 clusters Score -1.18688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -11793311.000000 Penalty: 3782.515381
	Iteration 0F: 3 clusters Score -1.179331e+07 nChanged 54237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -11825104.000000 Penalty: 3782.515381
	Iteration 1F: 3 clusters Score -1.18251e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -11826344.000000 Penalty: 3782.515381
	Iteration 2Q: 3 clusters Score -1.182634e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -11828367.000000 Penalty: 3782.515381
	Iteration 3Q: 3 clusters Score -1.182837e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -11831514.000000 Penalty: 3782.515381
	Iteration 4F: 3 clusters Score -1.183151e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -11836126.000000 Penalty: 3782.515381
	Iteration 5F: 3 clusters Score -1.183613e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -11842456.000000 Penalty: 3782.515381
	Iteration 6F: 3 clusters Score -1.184246e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -11850033.000000 Penalty: 3782.515381
	Iteration 7F: 3 clusters Score -1.185003e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -11856921.000000 Penalty: 3782.515381
	Iteration 8F: 3 clusters Score -1.185692e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -11861695.000000 Penalty: 3782.515381
	Iteration 9F: 3 clusters Score -1.18617e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -11864490.000000 Penalty: 3782.515381
	Iteration 10Q: 3 clusters Score -1.186449e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -11865818.000000 Penalty: 3782.515381
	Iteration 11Q: 3 clusters Score -1.186582e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11866509.000000 Penalty: 3782.515381
	Iteration 12Q: 3 clusters Score -1.186651e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11866881.000000 Penalty: 3782.515381
	Iteration 13Q: 3 clusters Score -1.186688e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11867076.000000 Penalty: 3782.515381
	Iteration 14Q: 3 clusters Score -1.186708e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11867180.000000 Penalty: 3782.515381
	Iteration 15Q: 3 clusters Score -1.186718e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11867275.000000 Penalty: 3782.515381
	Iteration 16Q: 3 clusters Score -1.186728e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11867337.000000 Penalty: 3782.515381
	Iteration 17Q: 3 clusters Score -1.186734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11867387.000000 Penalty: 3782.515381
	Iteration 18Q: 3 clusters Score -1.186739e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11867412.000000 Penalty: 3782.515381
	Iteration 19Q: 3 clusters Score -1.186741e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11867453.000000 Penalty: 3782.515381
	Iteration 20F: 3 clusters Score -1.186745e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11867464.000000 Penalty: 3782.515381
	Iteration 21Q: 3 clusters Score -1.186746e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11867495.000000 Penalty: 3782.515381
	Iteration 22Q: 3 clusters Score -1.18675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11867507.000000 Penalty: 3782.515381
	Iteration 23Q: 3 clusters Score -1.186751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11867503.000000 Penalty: 3782.515381
	Iteration 24Q: 3 clusters Score -1.18675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11867513.000000 Penalty: 3782.515381
	Iteration 25Q: 3 clusters Score -1.186751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11867528.000000 Penalty: 3782.515381
	Iteration 26Q: 3 clusters Score -1.186753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11867523.000000 Penalty: 3782.515381
	Iteration 27Q: 3 clusters Score -1.186752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112501 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11867525.000000 Penalty: 3782.515381
	Iteration 28Q: 3 clusters Score -1.186752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11867536.000000 Penalty: 3782.515381
	Iteration 29Q: 3 clusters Score -1.186754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11867532.000000 Penalty: 3782.515381
	Iteration 30Q: 3 clusters Score -1.186753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11867541.000000 Penalty: 3782.515381
	Iteration 31Q: 3 clusters Score -1.186754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11867546.000000 Penalty: 3782.515381
	Iteration 32Q: 3 clusters Score -1.186755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11867551.000000 Penalty: 3782.515381
	Iteration 33Q: 3 clusters Score -1.186755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11867561.000000 Penalty: 3782.515381
	Iteration 34Q: 3 clusters Score -1.186756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11867577.000000 Penalty: 3782.515381
	Iteration 35Q: 3 clusters Score -1.186758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11867581.000000 Penalty: 3782.515381
	Iteration 36Q: 3 clusters Score -1.186758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112573 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11867578.000000 Penalty: 3782.515381
	Iteration 37Q: 3 clusters Score -1.186758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112585 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11867575.000000 Penalty: 3782.515381
	Iteration 38Q: 3 clusters Score -1.186758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11867579.000000 Penalty: 3782.515381
	Iteration 39Q: 3 clusters Score -1.186758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11867589.000000 Penalty: 3782.515381
	Iteration 40F: 3 clusters Score -1.186759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11867591.000000 Penalty: 3782.515381
	Iteration 41Q: 3 clusters Score -1.186759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11867591.000000 Penalty: 3782.515381
	Iteration 42Q: 3 clusters Score -1.186759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11867595.000000 Penalty: 3782.515381
	Iteration 43Q: 3 clusters Score -1.18676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11867601.000000 Penalty: 3782.515381
	Iteration 44Q: 3 clusters Score -1.18676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11867601.000000 Penalty: 3782.515381
	Iteration 45F: 3 clusters Score -1.18676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -2722659.750000 Penalty: 1667.057739
	Iteration 0F: 2 clusters Score -2722660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2703571.750000 Penalty: 3334.115479
	Iteration 0F: 3 clusters Score -2703572 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2711263.500000 Penalty: 3334.115479
	Iteration 1F: 3 clusters Score -2711264 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2712220.500000 Penalty: 3334.115479
	Iteration 2F: 3 clusters Score -2712220 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2713191.250000 Penalty: 3334.115479
	Iteration 3F: 3 clusters Score -2713191 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2714143.000000 Penalty: 3334.115479
	Iteration 4F: 3 clusters Score -2714143 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2715004.500000 Penalty: 3334.115479
	Iteration 5F: 3 clusters Score -2715004 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2715709.750000 Penalty: 3334.115479
	Iteration 6F: 3 clusters Score -2715710 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2716234.000000 Penalty: 3334.115479
	Iteration 7Q: 3 clusters Score -2716234 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2716653.250000 Penalty: 3334.115479
	Iteration 8Q: 3 clusters Score -2716653 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2716995.250000 Penalty: 3334.115479
	Iteration 9Q: 3 clusters Score -2716995 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2717343.500000 Penalty: 3334.115479
	Iteration 10Q: 3 clusters Score -2717344 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2717665.000000 Penalty: 3334.115479
	Iteration 11Q: 3 clusters Score -2717665 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2717911.750000 Penalty: 3334.115479
	Iteration 12Q: 3 clusters Score -2717912 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2718114.750000 Penalty: 3334.115479
	Iteration 13Q: 3 clusters Score -2718115 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2718278.000000 Penalty: 3334.115479
	Iteration 14Q: 3 clusters Score -2718278 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2718409.750000 Penalty: 3334.115479
	Iteration 15Q: 3 clusters Score -2718410 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2718512.750000 Penalty: 3334.115479
	Iteration 16Q: 3 clusters Score -2718513 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2718591.250000 Penalty: 3334.115479
	Iteration 17Q: 3 clusters Score -2718591 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2718653.250000 Penalty: 3334.115479
	Iteration 18Q: 3 clusters Score -2718653 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2718736.000000 Penalty: 3334.115479
	Iteration 19Q: 3 clusters Score -2718736 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2718799.000000 Penalty: 3334.115479
	Iteration 20F: 3 clusters Score -2718799 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2718866.000000 Penalty: 3334.115479
	Iteration 21Q: 3 clusters Score -2718866 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2718944.500000 Penalty: 3334.115479
	Iteration 22Q: 3 clusters Score -2718944 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2719031.750000 Penalty: 3334.115479
	Iteration 23Q: 3 clusters Score -2719032 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2719110.500000 Penalty: 3334.115479
	Iteration 24Q: 3 clusters Score -2719110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2719200.000000 Penalty: 3334.115479
	Iteration 25Q: 3 clusters Score -2719200 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2719289.750000 Penalty: 3334.115479
	Iteration 26Q: 3 clusters Score -2719290 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2719405.750000 Penalty: 3334.115479
	Iteration 27Q: 3 clusters Score -2719406 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2719520.500000 Penalty: 3334.115479
	Iteration 28Q: 3 clusters Score -2719520 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2719648.750000 Penalty: 3334.115479
	Iteration 29Q: 3 clusters Score -2719649 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2719770.750000 Penalty: 3334.115479
	Iteration 30Q: 3 clusters Score -2719771 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2719913.750000 Penalty: 3334.115479
	Iteration 31Q: 3 clusters Score -2719914 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2720056.750000 Penalty: 3334.115479
	Iteration 32Q: 3 clusters Score -2720057 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2720154.000000 Penalty: 3334.115479
	Iteration 33Q: 3 clusters Score -2720154 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2720274.250000 Penalty: 3334.115479
	Iteration 34Q: 3 clusters Score -2720274 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2720400.500000 Penalty: 3334.115479
	Iteration 35Q: 3 clusters Score -2720400 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2720520.000000 Penalty: 3334.115479
	Iteration 36Q: 3 clusters Score -2720520 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2720643.500000 Penalty: 3334.115479
	Iteration 37Q: 3 clusters Score -2720644 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2720747.000000 Penalty: 3334.115479
	Iteration 38Q: 3 clusters Score -2720747 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2720862.750000 Penalty: 3334.115479
	Iteration 39Q: 3 clusters Score -2720863 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2720976.500000 Penalty: 3334.115479
	Iteration 40F: 3 clusters Score -2720976 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2721090.250000 Penalty: 3334.115479
	Iteration 41Q: 3 clusters Score -2721090 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2721216.500000 Penalty: 3334.115479
	Iteration 42Q: 3 clusters Score -2721216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2721310.500000 Penalty: 3334.115479
	Iteration 43Q: 3 clusters Score -2721310 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2721388.000000 Penalty: 3334.115479
	Iteration 44Q: 3 clusters Score -2721388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2721468.750000 Penalty: 3334.115479
	Iteration 45Q: 3 clusters Score -2721469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2721523.250000 Penalty: 3334.115479
	Iteration 46Q: 3 clusters Score -2721523 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2721577.500000 Penalty: 3334.115479
	Iteration 47Q: 3 clusters Score -2721578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2721618.750000 Penalty: 3334.115479
	Iteration 48Q: 3 clusters Score -2721619 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2721658.750000 Penalty: 3334.115479
	Iteration 49Q: 3 clusters Score -2721659 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2721702.250000 Penalty: 3334.115479
	Iteration 50Q: 3 clusters Score -2721702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2721724.750000 Penalty: 3334.115479
	Iteration 51Q: 3 clusters Score -2721725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2721750.500000 Penalty: 3334.115479
	Iteration 52Q: 3 clusters Score -2721750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2721773.000000 Penalty: 3334.115479
	Iteration 53Q: 3 clusters Score -2721773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2721790.750000 Penalty: 3334.115479
	Iteration 54Q: 3 clusters Score -2721791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2721806.000000 Penalty: 3334.115479
	Iteration 55Q: 3 clusters Score -2721806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2721823.750000 Penalty: 3334.115479
	Iteration 56Q: 3 clusters Score -2721824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2721837.500000 Penalty: 3334.115479
	Iteration 57Q: 3 clusters Score -2721838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2721843.250000 Penalty: 3334.115479
	Iteration 58Q: 3 clusters Score -2721843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2721846.500000 Penalty: 3334.115479
	Iteration 59Q: 3 clusters Score -2721846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2721851.250000 Penalty: 3334.115479
	Iteration 60F: 3 clusters Score -2721851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2721859.750000 Penalty: 3334.115479
	Iteration 61Q: 3 clusters Score -2721860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2721866.000000 Penalty: 3334.115479
	Iteration 62Q: 3 clusters Score -2721866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2721867.000000 Penalty: 3334.115479
	Iteration 63Q: 3 clusters Score -2721867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2721868.750000 Penalty: 3334.115479
	Iteration 64Q: 3 clusters Score -2721869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2721876.000000 Penalty: 3334.115479
	Iteration 65Q: 3 clusters Score -2721876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2721880.250000 Penalty: 3334.115479
	Iteration 66Q: 3 clusters Score -2721880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2721882.000000 Penalty: 3334.115479
	Iteration 67Q: 3 clusters Score -2721882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2721879.750000 Penalty: 3334.115479
	Iteration 68Q: 3 clusters Score -2721880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2721881.750000 Penalty: 3334.115479
	Iteration 69Q: 3 clusters Score -2721882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2721882.250000 Penalty: 3334.115479
	Iteration 70Q: 3 clusters Score -2721882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2721879.750000 Penalty: 3334.115479
	Iteration 71Q: 3 clusters Score -2721880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2721884.750000 Penalty: 3334.115479
	Iteration 72Q: 3 clusters Score -2721885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2721883.250000 Penalty: 3334.115479
	Iteration 73Q: 3 clusters Score -2721883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2721886.000000 Penalty: 3334.115479
	Iteration 74Q: 3 clusters Score -2721886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2721887.000000 Penalty: 3334.115479
	Iteration 75Q: 3 clusters Score -2721887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2721887.250000 Penalty: 3334.115479
	Iteration 76Q: 3 clusters Score -2721887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2721892.000000 Penalty: 3334.115479
	Iteration 77Q: 3 clusters Score -2721892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2721889.250000 Penalty: 3334.115479
	Iteration 78Q: 3 clusters Score -2721889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2721890.500000 Penalty: 3334.115479
	Iteration 79Q: 3 clusters Score -2721890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2721890.000000 Penalty: 3334.115479
	Iteration 80F: 3 clusters Score -2721890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2721892.250000 Penalty: 3334.115479
	Iteration 81Q: 3 clusters Score -2721892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2721895.500000 Penalty: 3334.115479
	Iteration 82Q: 3 clusters Score -2721896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2721896.500000 Penalty: 3334.115479
	Iteration 83Q: 3 clusters Score -2721896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2721897.250000 Penalty: 3334.115479
	Iteration 84Q: 3 clusters Score -2721897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2721898.000000 Penalty: 3334.115479
	Iteration 85Q: 3 clusters Score -2721898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2721898.250000 Penalty: 3334.115479
	Iteration 86Q: 3 clusters Score -2721898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2721900.750000 Penalty: 3334.115479
	Iteration 87Q: 3 clusters Score -2721901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2721904.250000 Penalty: 3334.115479
	Iteration 88Q: 3 clusters Score -2721904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2721908.250000 Penalty: 3334.115479
	Iteration 89Q: 3 clusters Score -2721908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2721909.000000 Penalty: 3334.115479
	Iteration 90Q: 3 clusters Score -2721909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2721907.500000 Penalty: 3334.115479
	Iteration 91Q: 3 clusters Score -2721908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2721908.250000 Penalty: 3334.115479
	Iteration 92Q: 3 clusters Score -2721908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2721908.250000 Penalty: 3334.115479
	Iteration 93Q: 3 clusters Score -2721908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2721910.250000 Penalty: 3334.115479
	Iteration 94Q: 3 clusters Score -2721910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2721910.750000 Penalty: 3334.115479
	Iteration 95Q: 3 clusters Score -2721911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2721911.250000 Penalty: 3334.115479
	Iteration 96Q: 3 clusters Score -2721911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2721915.250000 Penalty: 3334.115479
	Iteration 97Q: 3 clusters Score -2721915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2721915.000000 Penalty: 3334.115479
	Iteration 98Q: 3 clusters Score -2721915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2721914.250000 Penalty: 3334.115479
	Iteration 99Q: 3 clusters Score -2721914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2721916.000000 Penalty: 3334.115479
	Iteration 100F: 3 clusters Score -2721916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -916123.687500 Penalty: 1490.029907
	Iteration 0F: 2 clusters Score -916123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -909181.687500 Penalty: 2980.059814
	Iteration 0F: 3 clusters Score -909181.7 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -911537.812500 Penalty: 2980.059814
	Iteration 1F: 3 clusters Score -911537.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -911945.125000 Penalty: 2980.059814
	Iteration 2F: 3 clusters Score -911945.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -912299.687500 Penalty: 2980.059814
	Iteration 3F: 3 clusters Score -912299.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -912612.500000 Penalty: 2980.059814
	Iteration 4F: 3 clusters Score -912612.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -912926.937500 Penalty: 2980.059814
	Iteration 5F: 3 clusters Score -912926.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -913348.875000 Penalty: 2980.059814
	Iteration 6F: 3 clusters Score -913348.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -913798.125000 Penalty: 2980.059814
	Iteration 7F: 3 clusters Score -913798.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -914203.875000 Penalty: 2980.059814
	Iteration 8F: 3 clusters Score -914203.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -914533.250000 Penalty: 2980.059814
	Iteration 9F: 3 clusters Score -914533.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -914832.375000 Penalty: 2980.059814
	Iteration 10Q: 3 clusters Score -914832.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -915085.937500 Penalty: 2980.059814
	Iteration 11Q: 3 clusters Score -915085.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -915237.375000 Penalty: 2980.059814
	Iteration 12Q: 3 clusters Score -915237.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -915327.875000 Penalty: 2980.059814
	Iteration 13Q: 3 clusters Score -915327.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -915391.875000 Penalty: 2980.059814
	Iteration 14Q: 3 clusters Score -915391.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -915430.375000 Penalty: 2980.059814
	Iteration 15Q: 3 clusters Score -915430.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -915463.000000 Penalty: 2980.059814
	Iteration 16Q: 3 clusters Score -915463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -915485.062500 Penalty: 2980.059814
	Iteration 17Q: 3 clusters Score -915485.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -915506.437500 Penalty: 2980.059814
	Iteration 18Q: 3 clusters Score -915506.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -915518.125000 Penalty: 2980.059814
	Iteration 19Q: 3 clusters Score -915518.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -915530.187500 Penalty: 2980.059814
	Iteration 20F: 3 clusters Score -915530.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -915543.375000 Penalty: 2980.059814
	Iteration 21Q: 3 clusters Score -915543.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -915554.625000 Penalty: 2980.059814
	Iteration 22Q: 3 clusters Score -915554.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -915568.750000 Penalty: 2980.059814
	Iteration 23Q: 3 clusters Score -915568.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -915583.375000 Penalty: 2980.059814
	Iteration 24Q: 3 clusters Score -915583.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -915597.812500 Penalty: 2980.059814
	Iteration 25Q: 3 clusters Score -915597.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -915613.312500 Penalty: 2980.059814
	Iteration 26Q: 3 clusters Score -915613.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -915621.437500 Penalty: 2980.059814
	Iteration 27Q: 3 clusters Score -915621.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -915625.875000 Penalty: 2980.059814
	Iteration 28Q: 3 clusters Score -915625.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -915633.250000 Penalty: 2980.059814
	Iteration 29Q: 3 clusters Score -915633.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -915639.625000 Penalty: 2980.059814
	Iteration 30Q: 3 clusters Score -915639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -915644.750000 Penalty: 2980.059814
	Iteration 31Q: 3 clusters Score -915644.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -915652.062500 Penalty: 2980.059814
	Iteration 32Q: 3 clusters Score -915652.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -915657.562500 Penalty: 2980.059814
	Iteration 33Q: 3 clusters Score -915657.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -915668.375000 Penalty: 2980.059814
	Iteration 34Q: 3 clusters Score -915668.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -915676.125000 Penalty: 2980.059814
	Iteration 35Q: 3 clusters Score -915676.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -915681.000000 Penalty: 2980.059814
	Iteration 36Q: 3 clusters Score -915681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -915684.187500 Penalty: 2980.059814
	Iteration 37Q: 3 clusters Score -915684.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -915696.062500 Penalty: 2980.059814
	Iteration 38Q: 3 clusters Score -915696.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -915702.875000 Penalty: 2980.059814
	Iteration 39Q: 3 clusters Score -915702.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -915710.625000 Penalty: 2980.059814
	Iteration 40F: 3 clusters Score -915710.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -915719.750000 Penalty: 2980.059814
	Iteration 41Q: 3 clusters Score -915719.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -915734.000000 Penalty: 2980.059814
	Iteration 42Q: 3 clusters Score -915734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -915750.812500 Penalty: 2980.059814
	Iteration 43Q: 3 clusters Score -915750.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -915762.500000 Penalty: 2980.059814
	Iteration 44Q: 3 clusters Score -915762.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -915773.625000 Penalty: 2980.059814
	Iteration 45Q: 3 clusters Score -915773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -915790.312500 Penalty: 2980.059814
	Iteration 46Q: 3 clusters Score -915790.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -915798.812500 Penalty: 2980.059814
	Iteration 47Q: 3 clusters Score -915798.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -915807.500000 Penalty: 2980.059814
	Iteration 48Q: 3 clusters Score -915807.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -915823.062500 Penalty: 2980.059814
	Iteration 49Q: 3 clusters Score -915823.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -915838.250000 Penalty: 2980.059814
	Iteration 50Q: 3 clusters Score -915838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -915848.375000 Penalty: 2980.059814
	Iteration 51Q: 3 clusters Score -915848.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -915856.312500 Penalty: 2980.059814
	Iteration 52Q: 3 clusters Score -915856.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -915860.562500 Penalty: 2980.059814
	Iteration 53Q: 3 clusters Score -915860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -915867.187500 Penalty: 2980.059814
	Iteration 54Q: 3 clusters Score -915867.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -915872.187500 Penalty: 2980.059814
	Iteration 55Q: 3 clusters Score -915872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -915876.750000 Penalty: 2980.059814
	Iteration 56Q: 3 clusters Score -915876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -915880.687500 Penalty: 2980.059814
	Iteration 57Q: 3 clusters Score -915880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -915882.500000 Penalty: 2980.059814
	Iteration 58Q: 3 clusters Score -915882.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -915883.250000 Penalty: 2980.059814
	Iteration 59Q: 3 clusters Score -915883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -915883.375000 Penalty: 2980.059814
	Iteration 60F: 3 clusters Score -915883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -915884.125000 Penalty: 2980.059814
	Iteration 61Q: 3 clusters Score -915884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -915882.750000 Penalty: 2980.059814
	Iteration 62Q: 3 clusters Score -915882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -915883.125000 Penalty: 2980.059814
	Iteration 63Q: 3 clusters Score -915883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -915885.750000 Penalty: 2980.059814
	Iteration 64Q: 3 clusters Score -915885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -915886.062500 Penalty: 2980.059814
	Iteration 65Q: 3 clusters Score -915886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -915886.062500 Penalty: 2980.059814
	Iteration 66F: 3 clusters Score -915886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Entering Unmasked Estep 
Score: -997966.875000 Penalty: 1496.403809
	Iteration 0F: 2 clusters Score -997966.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -990799.875000 Penalty: 2992.807617
	Iteration 0F: 3 clusters Score -990799.9 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -993238.375000 Penalty: 2992.807617
	Iteration 1F: 3 clusters Score -993238.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -993729.187500 Penalty: 2992.807617
	Iteration 2F: 3 clusters Score -993729.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -994374.125000 Penalty: 2992.807617
	Iteration 3F: 3 clusters Score -994374.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -995235.437500 Penalty: 2992.807617
	Iteration 4F: 3 clusters Score -995235.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -996003.250000 Penalty: 2992.807617
	Iteration 5F: 3 clusters Score -996003.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -996531.187500 Penalty: 2992.807617
	Iteration 6F: 3 clusters Score -996531.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -996885.625000 Penalty: 2992.807617
	Iteration 7F: 3 clusters Score -996885.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -997100.812500 Penalty: 2992.807617
	Iteration 8Q: 3 clusters Score -997100.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -997251.000000 Penalty: 2992.807617
	Iteration 9Q: 3 clusters Score -997251 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -997395.062500 Penalty: 2992.807617
	Iteration 10Q: 3 clusters Score -997395.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -997563.375000 Penalty: 2992.807617
	Iteration 11Q: 3 clusters Score -997563.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -997735.750000 Penalty: 2992.807617
	Iteration 12Q: 3 clusters Score -997735.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -997908.000000 Penalty: 2992.807617
	Iteration 13Q: 3 clusters Score -997908 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -998086.250000 Penalty: 2992.807617
	Iteration 14Q: 3 clusters Score -998086.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -998238.812500 Penalty: 2992.807617
	Iteration 15Q: 3 clusters Score -998238.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -998388.312500 Penalty: 2992.807617
	Iteration 16Q: 3 clusters Score -998388.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -998483.812500 Penalty: 2992.807617
	Iteration 17Q: 3 clusters Score -998483.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -998566.562500 Penalty: 2992.807617
	Iteration 18Q: 3 clusters Score -998566.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -998640.500000 Penalty: 2992.807617
	Iteration 19Q: 3 clusters Score -998640.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -998696.000000 Penalty: 2992.807617
	Iteration 20F: 3 clusters Score -998696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -998747.375000 Penalty: 2992.807617
	Iteration 21Q: 3 clusters Score -998747.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -998797.687500 Penalty: 2992.807617
	Iteration 22Q: 3 clusters Score -998797.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -998837.250000 Penalty: 2992.807617
	Iteration 23Q: 3 clusters Score -998837.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -998860.937500 Penalty: 2992.807617
	Iteration 24Q: 3 clusters Score -998860.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -998879.875000 Penalty: 2992.807617
	Iteration 25Q: 3 clusters Score -998879.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -998887.312500 Penalty: 2992.807617
	Iteration 26Q: 3 clusters Score -998887.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -998892.437500 Penalty: 2992.807617
	Iteration 27Q: 3 clusters Score -998892.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -998897.437500 Penalty: 2992.807617
	Iteration 28Q: 3 clusters Score -998897.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -998901.375000 Penalty: 2992.807617
	Iteration 29Q: 3 clusters Score -998901.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -998904.250000 Penalty: 2992.807617
	Iteration 30Q: 3 clusters Score -998904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -998906.000000 Penalty: 2992.807617
	Iteration 31Q: 3 clusters Score -998906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -998905.750000 Penalty: 2992.807617
	Iteration 32Q: 3 clusters Score -998905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -998904.250000 Penalty: 2992.807617
	Iteration 33Q: 3 clusters Score -998904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -998904.250000 Penalty: 2992.807617
	Iteration 34F: 3 clusters Score -998904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 7430 members 
Entering Unmasked Estep 
Score: -154054048.000000 Penalty: 99531.296875
Splitting cluster 32 changes total score from -154053936.000000 to -154054048.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 33 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -466650.906250 Penalty: 1372.948608
	Iteration 0F: 2 clusters Score -466650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -462880.625000 Penalty: 2745.897217
	Iteration 0F: 3 clusters Score -462880.6 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -463961.625000 Penalty: 2745.897217
	Iteration 1F: 3 clusters Score -463961.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -464226.625000 Penalty: 2745.897217
	Iteration 2F: 3 clusters Score -464226.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -464447.875000 Penalty: 2745.897217
	Iteration 3F: 3 clusters Score -464447.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -464656.562500 Penalty: 2745.897217
	Iteration 4F: 3 clusters Score -464656.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -464862.875000 Penalty: 2745.897217
	Iteration 5F: 3 clusters Score -464862.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -465093.125000 Penalty: 2745.897217
	Iteration 6F: 3 clusters Score -465093.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -465311.750000 Penalty: 2745.897217
	Iteration 7Q: 3 clusters Score -465311.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -465484.750000 Penalty: 2745.897217
	Iteration 8Q: 3 clusters Score -465484.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -465629.218750 Penalty: 2745.897217
	Iteration 9Q: 3 clusters Score -465629.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -465784.156250 Penalty: 2745.897217
	Iteration 10Q: 3 clusters Score -465784.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -465947.031250 Penalty: 2745.897217
	Iteration 11Q: 3 clusters Score -465947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -466091.531250 Penalty: 2745.897217
	Iteration 12Q: 3 clusters Score -466091.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -466201.625000 Penalty: 2745.897217
	Iteration 13Q: 3 clusters Score -466201.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -466276.625000 Penalty: 2745.897217
	Iteration 14Q: 3 clusters Score -466276.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -466344.593750 Penalty: 2745.897217
	Iteration 15Q: 3 clusters Score -466344.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -466409.593750 Penalty: 2745.897217
	Iteration 16Q: 3 clusters Score -466409.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -466450.000000 Penalty: 2745.897217
	Iteration 17Q: 3 clusters Score -466450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -466473.687500 Penalty: 2745.897217
	Iteration 18Q: 3 clusters Score -466473.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -466491.093750 Penalty: 2745.897217
	Iteration 19Q: 3 clusters Score -466491.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466501.750000 Penalty: 2745.897217
	Iteration 20F: 3 clusters Score -466501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -466509.750000 Penalty: 2745.897217
	Iteration 21Q: 3 clusters Score -466509.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -466512.750000 Penalty: 2745.897217
	Iteration 22Q: 3 clusters Score -466512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466515.468750 Penalty: 2745.897217
	Iteration 23Q: 3 clusters Score -466515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -466516.781250 Penalty: 2745.897217
	Iteration 24Q: 3 clusters Score -466516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -466518.062500 Penalty: 2745.897217
	Iteration 25Q: 3 clusters Score -466518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -466517.781250 Penalty: 2745.897217
	Iteration 26Q: 3 clusters Score -466517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -466520.187500 Penalty: 2745.897217
	Iteration 27Q: 3 clusters Score -466520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -466522.937500 Penalty: 2745.897217
	Iteration 28Q: 3 clusters Score -466522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -466524.937500 Penalty: 2745.897217
	Iteration 29Q: 3 clusters Score -466524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -466527.218750 Penalty: 2745.897217
	Iteration 30Q: 3 clusters Score -466527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -466527.468750 Penalty: 2745.897217
	Iteration 31Q: 3 clusters Score -466527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -466527.937500 Penalty: 2745.897217
	Iteration 32Q: 3 clusters Score -466527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -466528.656250 Penalty: 2745.897217
	Iteration 33Q: 3 clusters Score -466528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -466529.250000 Penalty: 2745.897217
	Iteration 34Q: 3 clusters Score -466529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -466529.593750 Penalty: 2745.897217
	Iteration 35Q: 3 clusters Score -466529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -466531.625000 Penalty: 2745.897217
	Iteration 36Q: 3 clusters Score -466531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -466533.062500 Penalty: 2745.897217
	Iteration 37Q: 3 clusters Score -466533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466532.593750 Penalty: 2745.897217
	Iteration 38Q: 3 clusters Score -466532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -466533.937500 Penalty: 2745.897217
	Iteration 39Q: 3 clusters Score -466533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -466533.468750 Penalty: 2745.897217
	Iteration 40F: 3 clusters Score -466533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -466534.000000 Penalty: 2745.897217
	Iteration 41Q: 3 clusters Score -466534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -466534.000000 Penalty: 2745.897217
	Iteration 42F: 3 clusters Score -466534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Entering Unmasked Estep 
Score: -4354715.000000 Penalty: 1729.862183
	Iteration 0F: 2 clusters Score -4354715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4326610.000000 Penalty: 3459.724365
	Iteration 0F: 3 clusters Score -4326610 nChanged 19576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4338061.500000 Penalty: 3459.724365
	Iteration 1F: 3 clusters Score -4338062 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4339055.000000 Penalty: 3459.724365
	Iteration 2F: 3 clusters Score -4339055 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4340506.000000 Penalty: 3459.724365
	Iteration 3F: 3 clusters Score -4340506 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4342238.500000 Penalty: 3459.724365
	Iteration 4F: 3 clusters Score -4342238 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4344019.500000 Penalty: 3459.724365
	Iteration 5F: 3 clusters Score -4344020 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4345688.000000 Penalty: 3459.724365
	Iteration 6F: 3 clusters Score -4345688 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4347135.500000 Penalty: 3459.724365
	Iteration 7F: 3 clusters Score -4347136 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4348500.000000 Penalty: 3459.724365
	Iteration 8Q: 3 clusters Score -4348500 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -4349797.500000 Penalty: 3459.724365
	Iteration 9Q: 3 clusters Score -4349798 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4350956.500000 Penalty: 3459.724365
	Iteration 10Q: 3 clusters Score -4350956 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4351829.500000 Penalty: 3459.724365
	Iteration 11Q: 3 clusters Score -4351830 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4352486.500000 Penalty: 3459.724365
	Iteration 12Q: 3 clusters Score -4352486 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4352891.000000 Penalty: 3459.724365
	Iteration 13Q: 3 clusters Score -4352891 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4353140.000000 Penalty: 3459.724365
	Iteration 14Q: 3 clusters Score -4353140 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4353279.500000 Penalty: 3459.724365
	Iteration 15Q: 3 clusters Score -4353280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4353400.000000 Penalty: 3459.724365
	Iteration 16Q: 3 clusters Score -4353400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4353471.000000 Penalty: 3459.724365
	Iteration 17Q: 3 clusters Score -4353471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4353518.500000 Penalty: 3459.724365
	Iteration 18Q: 3 clusters Score -4353518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4353546.000000 Penalty: 3459.724365
	Iteration 19Q: 3 clusters Score -4353546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4353582.500000 Penalty: 3459.724365
	Iteration 20F: 3 clusters Score -4353582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4353599.500000 Penalty: 3459.724365
	Iteration 21Q: 3 clusters Score -4353600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4353628.000000 Penalty: 3459.724365
	Iteration 22Q: 3 clusters Score -4353628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4353648.500000 Penalty: 3459.724365
	Iteration 23Q: 3 clusters Score -4353648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4353655.000000 Penalty: 3459.724365
	Iteration 24Q: 3 clusters Score -4353655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4353668.500000 Penalty: 3459.724365
	Iteration 25Q: 3 clusters Score -4353668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4353663.500000 Penalty: 3459.724365
	Iteration 26Q: 3 clusters Score -4353664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4353662.500000 Penalty: 3459.724365
	Iteration 27Q: 3 clusters Score -4353662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4353670.000000 Penalty: 3459.724365
	Iteration 28Q: 3 clusters Score -4353670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4353670.000000 Penalty: 3459.724365
	Iteration 29Q: 3 clusters Score -4353670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4353671.500000 Penalty: 3459.724365
	Iteration 30Q: 3 clusters Score -4353672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4353674.000000 Penalty: 3459.724365
	Iteration 31Q: 3 clusters Score -4353674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4353674.000000 Penalty: 3459.724365
	Iteration 32Q: 3 clusters Score -4353674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4353678.500000 Penalty: 3459.724365
	Iteration 33Q: 3 clusters Score -4353678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4353679.500000 Penalty: 3459.724365
	Iteration 34Q: 3 clusters Score -4353680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4353691.000000 Penalty: 3459.724365
	Iteration 35Q: 3 clusters Score -4353691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4353691.500000 Penalty: 3459.724365
	Iteration 36Q: 3 clusters Score -4353692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4353689.500000 Penalty: 3459.724365
	Iteration 37Q: 3 clusters Score -4353690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4353691.500000 Penalty: 3459.724365
	Iteration 38Q: 3 clusters Score -4353692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4353696.000000 Penalty: 3459.724365
	Iteration 39Q: 3 clusters Score -4353696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4353700.000000 Penalty: 3459.724365
	Iteration 40F: 3 clusters Score -4353700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4353700.500000 Penalty: 3459.724365
	Iteration 41Q: 3 clusters Score -4353700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4353707.000000 Penalty: 3459.724365
	Iteration 42Q: 3 clusters Score -4353707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4353708.000000 Penalty: 3459.724365
	Iteration 43Q: 3 clusters Score -4353708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4353709.000000 Penalty: 3459.724365
	Iteration 44Q: 3 clusters Score -4353709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4353710.000000 Penalty: 3459.724365
	Iteration 45Q: 3 clusters Score -4353710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4353709.500000 Penalty: 3459.724365
	Iteration 46Q: 3 clusters Score -4353710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4353710.500000 Penalty: 3459.724365
	Iteration 47Q: 3 clusters Score -4353710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4353713.000000 Penalty: 3459.724365
	Iteration 48Q: 3 clusters Score -4353713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4353709.500000 Penalty: 3459.724365
	Iteration 49Q: 3 clusters Score -4353710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4353709.500000 Penalty: 3459.724365
	Iteration 50F: 3 clusters Score -4353710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -605794.562500 Penalty: 1418.815796
	Iteration 0F: 2 clusters Score -605794.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -601062.000000 Penalty: 2837.631592
	Iteration 0F: 3 clusters Score -601062 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -602384.750000 Penalty: 2837.631592
	Iteration 1F: 3 clusters Score -602384.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -602653.125000 Penalty: 2837.631592
	Iteration 2F: 3 clusters Score -602653.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -602882.062500 Penalty: 2837.631592
	Iteration 3F: 3 clusters Score -602882.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -603105.000000 Penalty: 2837.631592
	Iteration 4F: 3 clusters Score -603105 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -603358.312500 Penalty: 2837.631592
	Iteration 5F: 3 clusters Score -603358.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -603652.437500 Penalty: 2837.631592
	Iteration 6F: 3 clusters Score -603652.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -603950.062500 Penalty: 2837.631592
	Iteration 7F: 3 clusters Score -603950.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -604215.437500 Penalty: 2837.631592
	Iteration 8F: 3 clusters Score -604215.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -604450.500000 Penalty: 2837.631592
	Iteration 9Q: 3 clusters Score -604450.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -604673.062500 Penalty: 2837.631592
	Iteration 10Q: 3 clusters Score -604673.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -604854.250000 Penalty: 2837.631592
	Iteration 11Q: 3 clusters Score -604854.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -604985.375000 Penalty: 2837.631592
	Iteration 12Q: 3 clusters Score -604985.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -605068.562500 Penalty: 2837.631592
	Iteration 13Q: 3 clusters Score -605068.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -605116.312500 Penalty: 2837.631592
	Iteration 14Q: 3 clusters Score -605116.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -605151.562500 Penalty: 2837.631592
	Iteration 15Q: 3 clusters Score -605151.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -605177.687500 Penalty: 2837.631592
	Iteration 16Q: 3 clusters Score -605177.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -605204.500000 Penalty: 2837.631592
	Iteration 17Q: 3 clusters Score -605204.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -605225.437500 Penalty: 2837.631592
	Iteration 18Q: 3 clusters Score -605225.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -605238.812500 Penalty: 2837.631592
	Iteration 19Q: 3 clusters Score -605238.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -605251.750000 Penalty: 2837.631592
	Iteration 20F: 3 clusters Score -605251.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -605259.875000 Penalty: 2837.631592
	Iteration 21Q: 3 clusters Score -605259.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -605265.250000 Penalty: 2837.631592
	Iteration 22Q: 3 clusters Score -605265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -605268.750000 Penalty: 2837.631592
	Iteration 23Q: 3 clusters Score -605268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -605271.437500 Penalty: 2837.631592
	Iteration 24Q: 3 clusters Score -605271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -605272.437500 Penalty: 2837.631592
	Iteration 25Q: 3 clusters Score -605272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -605275.125000 Penalty: 2837.631592
	Iteration 26Q: 3 clusters Score -605275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -605279.625000 Penalty: 2837.631592
	Iteration 27Q: 3 clusters Score -605279.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -605283.687500 Penalty: 2837.631592
	Iteration 28Q: 3 clusters Score -605283.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -605288.375000 Penalty: 2837.631592
	Iteration 29Q: 3 clusters Score -605288.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -605291.437500 Penalty: 2837.631592
	Iteration 30Q: 3 clusters Score -605291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -605293.625000 Penalty: 2837.631592
	Iteration 31Q: 3 clusters Score -605293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -605295.750000 Penalty: 2837.631592
	Iteration 32Q: 3 clusters Score -605295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -605296.000000 Penalty: 2837.631592
	Iteration 33Q: 3 clusters Score -605296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -605298.750000 Penalty: 2837.631592
	Iteration 34Q: 3 clusters Score -605298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -605300.937500 Penalty: 2837.631592
	Iteration 35Q: 3 clusters Score -605300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -605302.062500 Penalty: 2837.631592
	Iteration 36Q: 3 clusters Score -605302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -605302.687500 Penalty: 2837.631592
	Iteration 37Q: 3 clusters Score -605302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -605304.000000 Penalty: 2837.631592
	Iteration 38Q: 3 clusters Score -605304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -605304.062500 Penalty: 2837.631592
	Iteration 39Q: 3 clusters Score -605304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -605304.875000 Penalty: 2837.631592
	Iteration 40F: 3 clusters Score -605304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -605306.375000 Penalty: 2837.631592
	Iteration 41Q: 3 clusters Score -605306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -605306.687500 Penalty: 2837.631592
	Iteration 42Q: 3 clusters Score -605306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -605306.000000 Penalty: 2837.631592
	Iteration 43Q: 3 clusters Score -605306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -605306.562500 Penalty: 2837.631592
	Iteration 44Q: 3 clusters Score -605306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -605307.312500 Penalty: 2837.631592
	Iteration 45Q: 3 clusters Score -605307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -605307.437500 Penalty: 2837.631592
	Iteration 46Q: 3 clusters Score -605307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -605307.437500 Penalty: 2837.631592
	Iteration 47F: 3 clusters Score -605307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Entering Unmasked Estep 
Score: -3062021.250000 Penalty: 1672.715942
	Iteration 0F: 2 clusters Score -3062021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3042087.250000 Penalty: 3345.431885
	Iteration 0F: 3 clusters Score -3042087 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3049681.750000 Penalty: 3345.431885
	Iteration 1F: 3 clusters Score -3049682 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3050100.750000 Penalty: 3345.431885
	Iteration 2Q: 3 clusters Score -3050101 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3050585.750000 Penalty: 3345.431885
	Iteration 3Q: 3 clusters Score -3050586 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3051136.000000 Penalty: 3345.431885
	Iteration 4Q: 3 clusters Score -3051136 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3051762.250000 Penalty: 3345.431885
	Iteration 5Q: 3 clusters Score -3051762 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3052402.000000 Penalty: 3345.431885
	Iteration 6F: 3 clusters Score -3052402 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3053143.000000 Penalty: 3345.431885
	Iteration 7Q: 3 clusters Score -3053143 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3053977.500000 Penalty: 3345.431885
	Iteration 8F: 3 clusters Score -3053978 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3054906.750000 Penalty: 3345.431885
	Iteration 9Q: 3 clusters Score -3054907 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3055864.750000 Penalty: 3345.431885
	Iteration 10Q: 3 clusters Score -3055865 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3056891.500000 Penalty: 3345.431885
	Iteration 11Q: 3 clusters Score -3056892 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3057795.250000 Penalty: 3345.431885
	Iteration 12Q: 3 clusters Score -3057795 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3058507.250000 Penalty: 3345.431885
	Iteration 13Q: 3 clusters Score -3058507 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3058969.500000 Penalty: 3345.431885
	Iteration 14Q: 3 clusters Score -3058970 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3059270.000000 Penalty: 3345.431885
	Iteration 15Q: 3 clusters Score -3059270 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3059441.500000 Penalty: 3345.431885
	Iteration 16Q: 3 clusters Score -3059442 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3059541.500000 Penalty: 3345.431885
	Iteration 17Q: 3 clusters Score -3059542 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3059641.750000 Penalty: 3345.431885
	Iteration 18Q: 3 clusters Score -3059642 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3059720.500000 Penalty: 3345.431885
	Iteration 19Q: 3 clusters Score -3059720 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3059793.000000 Penalty: 3345.431885
	Iteration 20F: 3 clusters Score -3059793 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3059850.000000 Penalty: 3345.431885
	Iteration 21Q: 3 clusters Score -3059850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3059905.750000 Penalty: 3345.431885
	Iteration 22Q: 3 clusters Score -3059906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3059948.750000 Penalty: 3345.431885
	Iteration 23Q: 3 clusters Score -3059949 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3060004.000000 Penalty: 3345.431885
	Iteration 24Q: 3 clusters Score -3060004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3060040.000000 Penalty: 3345.431885
	Iteration 25Q: 3 clusters Score -3060040 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3060086.000000 Penalty: 3345.431885
	Iteration 26Q: 3 clusters Score -3060086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3060119.500000 Penalty: 3345.431885
	Iteration 27Q: 3 clusters Score -3060120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3060174.000000 Penalty: 3345.431885
	Iteration 28Q: 3 clusters Score -3060174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3060224.750000 Penalty: 3345.431885
	Iteration 29Q: 3 clusters Score -3060225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3060270.500000 Penalty: 3345.431885
	Iteration 30Q: 3 clusters Score -3060270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3060300.250000 Penalty: 3345.431885
	Iteration 31Q: 3 clusters Score -3060300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3060345.250000 Penalty: 3345.431885
	Iteration 32Q: 3 clusters Score -3060345 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3060392.000000 Penalty: 3345.431885
	Iteration 33Q: 3 clusters Score -3060392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3060430.250000 Penalty: 3345.431885
	Iteration 34Q: 3 clusters Score -3060430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3060467.000000 Penalty: 3345.431885
	Iteration 35Q: 3 clusters Score -3060467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3060483.750000 Penalty: 3345.431885
	Iteration 36Q: 3 clusters Score -3060484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3060500.500000 Penalty: 3345.431885
	Iteration 37Q: 3 clusters Score -3060500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3060515.000000 Penalty: 3345.431885
	Iteration 38Q: 3 clusters Score -3060515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3060524.000000 Penalty: 3345.431885
	Iteration 39Q: 3 clusters Score -3060524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3060529.000000 Penalty: 3345.431885
	Iteration 40F: 3 clusters Score -3060529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3060539.500000 Penalty: 3345.431885
	Iteration 41Q: 3 clusters Score -3060540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3060550.000000 Penalty: 3345.431885
	Iteration 42Q: 3 clusters Score -3060550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3060552.750000 Penalty: 3345.431885
	Iteration 43Q: 3 clusters Score -3060553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3060550.750000 Penalty: 3345.431885
	Iteration 44Q: 3 clusters Score -3060551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3060554.000000 Penalty: 3345.431885
	Iteration 45Q: 3 clusters Score -3060554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3060552.000000 Penalty: 3345.431885
	Iteration 46Q: 3 clusters Score -3060552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3060552.750000 Penalty: 3345.431885
	Iteration 47Q: 3 clusters Score -3060553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3060553.000000 Penalty: 3345.431885
	Iteration 48Q: 3 clusters Score -3060553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3060554.750000 Penalty: 3345.431885
	Iteration 49Q: 3 clusters Score -3060555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3060559.250000 Penalty: 3345.431885
	Iteration 50Q: 3 clusters Score -3060559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3060556.500000 Penalty: 3345.431885
	Iteration 51Q: 3 clusters Score -3060556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3060561.500000 Penalty: 3345.431885
	Iteration 52Q: 3 clusters Score -3060562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3060569.750000 Penalty: 3345.431885
	Iteration 53Q: 3 clusters Score -3060570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3060574.750000 Penalty: 3345.431885
	Iteration 54Q: 3 clusters Score -3060575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3060575.750000 Penalty: 3345.431885
	Iteration 55Q: 3 clusters Score -3060576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3060576.250000 Penalty: 3345.431885
	Iteration 56Q: 3 clusters Score -3060576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3060579.750000 Penalty: 3345.431885
	Iteration 57Q: 3 clusters Score -3060580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3060580.750000 Penalty: 3345.431885
	Iteration 58Q: 3 clusters Score -3060581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3060580.250000 Penalty: 3345.431885
	Iteration 59Q: 3 clusters Score -3060580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3060585.000000 Penalty: 3345.431885
	Iteration 60F: 3 clusters Score -3060585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3060586.250000 Penalty: 3345.431885
	Iteration 61Q: 3 clusters Score -3060586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3060585.250000 Penalty: 3345.431885
	Iteration 62Q: 3 clusters Score -3060585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3060587.750000 Penalty: 3345.431885
	Iteration 63Q: 3 clusters Score -3060588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3060593.000000 Penalty: 3345.431885
	Iteration 64Q: 3 clusters Score -3060593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3060592.250000 Penalty: 3345.431885
	Iteration 65Q: 3 clusters Score -3060592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3060592.750000 Penalty: 3345.431885
	Iteration 66Q: 3 clusters Score -3060593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3060592.750000 Penalty: 3345.431885
	Iteration 67F: 3 clusters Score -3060593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -220511.921875 Penalty: 1274.242676
	Iteration 0F: 2 clusters Score -220511.9 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 1301 members 
Entering Unmasked Estep 
Score: -218146.781250 Penalty: 2548.485352
	Iteration 0F: 3 clusters Score -218146.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -219230.890625 Penalty: 2548.485352
	Iteration 1F: 3 clusters Score -219230.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -219767.437500 Penalty: 2548.485352
	Iteration 2F: 3 clusters Score -219767.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -220012.593750 Penalty: 2548.485352
	Iteration 3F: 3 clusters Score -220012.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -220161.328125 Penalty: 2548.485352
	Iteration 4F: 3 clusters Score -220161.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -220254.000000 Penalty: 2548.485352
	Iteration 5Q: 3 clusters Score -220254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220316.546875 Penalty: 2548.485352
	Iteration 6Q: 3 clusters Score -220316.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -220354.250000 Penalty: 2548.485352
	Iteration 7Q: 3 clusters Score -220354.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -220380.203125 Penalty: 2548.485352
	Iteration 8Q: 3 clusters Score -220380.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -220398.640625 Penalty: 2548.485352
	Iteration 9Q: 3 clusters Score -220398.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -220412.921875 Penalty: 2548.485352
	Iteration 10Q: 3 clusters Score -220412.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -220422.718750 Penalty: 2548.485352
	Iteration 11Q: 3 clusters Score -220422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -220430.765625 Penalty: 2548.485352
	Iteration 12Q: 3 clusters Score -220430.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220442.125000 Penalty: 2548.485352
	Iteration 13Q: 3 clusters Score -220442.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -220452.296875 Penalty: 2548.485352
	Iteration 14Q: 3 clusters Score -220452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -220464.312500 Penalty: 2548.485352
	Iteration 15Q: 3 clusters Score -220464.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -220478.218750 Penalty: 2548.485352
	Iteration 16Q: 3 clusters Score -220478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -220489.234375 Penalty: 2548.485352
	Iteration 17Q: 3 clusters Score -220489.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220497.468750 Penalty: 2548.485352
	Iteration 18Q: 3 clusters Score -220497.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -220505.265625 Penalty: 2548.485352
	Iteration 19Q: 3 clusters Score -220505.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -220511.937500 Penalty: 2548.485352
	Iteration 20F: 3 clusters Score -220511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -220517.328125 Penalty: 2548.485352
	Iteration 21Q: 3 clusters Score -220517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -220521.640625 Penalty: 2548.485352
	Iteration 22Q: 3 clusters Score -220521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -220528.390625 Penalty: 2548.485352
	Iteration 23Q: 3 clusters Score -220528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -220535.640625 Penalty: 2548.485352
	Iteration 24Q: 3 clusters Score -220535.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -220542.218750 Penalty: 2548.485352
	Iteration 25Q: 3 clusters Score -220542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220547.359375 Penalty: 2548.485352
	Iteration 26Q: 3 clusters Score -220547.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220551.984375 Penalty: 2548.485352
	Iteration 27Q: 3 clusters Score -220552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -220554.578125 Penalty: 2548.485352
	Iteration 28Q: 3 clusters Score -220554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220554.828125 Penalty: 2548.485352
	Iteration 29Q: 3 clusters Score -220554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -220555.562500 Penalty: 2548.485352
	Iteration 30Q: 3 clusters Score -220555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -220558.234375 Penalty: 2548.485352
	Iteration 31Q: 3 clusters Score -220558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -220561.125000 Penalty: 2548.485352
	Iteration 32Q: 3 clusters Score -220561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220564.562500 Penalty: 2548.485352
	Iteration 33Q: 3 clusters Score -220564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220570.875000 Penalty: 2548.485352
	Iteration 34Q: 3 clusters Score -220570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220574.109375 Penalty: 2548.485352
	Iteration 35Q: 3 clusters Score -220574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220574.796875 Penalty: 2548.485352
	Iteration 36Q: 3 clusters Score -220574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220575.031250 Penalty: 2548.485352
	Iteration 37Q: 3 clusters Score -220575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -220575.796875 Penalty: 2548.485352
	Iteration 38Q: 3 clusters Score -220575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -220576.500000 Penalty: 2548.485352
	Iteration 39Q: 3 clusters Score -220576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -220577.468750 Penalty: 2548.485352
	Iteration 40F: 3 clusters Score -220577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220579.406250 Penalty: 2548.485352
	Iteration 41Q: 3 clusters Score -220579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220581.359375 Penalty: 2548.485352
	Iteration 42Q: 3 clusters Score -220581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -220585.562500 Penalty: 2548.485352
	Iteration 43Q: 3 clusters Score -220585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -220590.203125 Penalty: 2548.485352
	Iteration 44Q: 3 clusters Score -220590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -220594.484375 Penalty: 2548.485352
	Iteration 45Q: 3 clusters Score -220594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -220600.625000 Penalty: 2548.485352
	Iteration 46Q: 3 clusters Score -220600.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220612.656250 Penalty: 2548.485352
	Iteration 47Q: 3 clusters Score -220612.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -220621.984375 Penalty: 2548.485352
	Iteration 48Q: 3 clusters Score -220622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -220637.828125 Penalty: 2548.485352
	Iteration 49Q: 3 clusters Score -220637.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -220678.187500 Penalty: 2548.485352
	Iteration 50Q: 3 clusters Score -220678.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -220732.687500 Penalty: 2548.485352
	Iteration 51Q: 3 clusters Score -220732.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -220792.578125 Penalty: 2548.485352
	Iteration 52Q: 3 clusters Score -220792.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -220860.671875 Penalty: 2548.485352
	Iteration 53Q: 3 clusters Score -220860.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -220934.765625 Penalty: 2548.485352
	Iteration 54Q: 3 clusters Score -220934.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -220973.828125 Penalty: 2548.485352
	Iteration 55Q: 3 clusters Score -220973.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -220993.218750 Penalty: 2548.485352
	Iteration 56Q: 3 clusters Score -220993.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -221000.828125 Penalty: 2548.485352
	Iteration 57Q: 3 clusters Score -221000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -221006.875000 Penalty: 2548.485352
	Iteration 58Q: 3 clusters Score -221006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -221007.421875 Penalty: 2548.485352
	Iteration 59Q: 3 clusters Score -221007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -221007.421875 Penalty: 2548.485352
	Iteration 60F: 3 clusters Score -221007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 1190 members 
Entering Unmasked Estep 
Score: -154053504.000000 Penalty: 101845.984375
Splitting cluster 37 changes total score from -154053936.000000 to -154053504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Entering Unmasked Estep 
Score: -2140356.500000 Penalty: 1612.669922
	Iteration 0F: 2 clusters Score -2140356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2126391.500000 Penalty: 3225.339844
	Iteration 0F: 3 clusters Score -2126392 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2131298.250000 Penalty: 3225.339844
	Iteration 1F: 3 clusters Score -2131298 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2131606.000000 Penalty: 3225.339844
	Iteration 2Q: 3 clusters Score -2131606 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2131928.250000 Penalty: 3225.339844
	Iteration 3Q: 3 clusters Score -2131928 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2132268.750000 Penalty: 3225.339844
	Iteration 4Q: 3 clusters Score -2132269 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2132717.250000 Penalty: 3225.339844
	Iteration 5Q: 3 clusters Score -2132717 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2133259.250000 Penalty: 3225.339844
	Iteration 6Q: 3 clusters Score -2133259 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2133873.750000 Penalty: 3225.339844
	Iteration 7F: 3 clusters Score -2133874 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2134555.750000 Penalty: 3225.339844
	Iteration 8F: 3 clusters Score -2134556 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2135222.000000 Penalty: 3225.339844
	Iteration 9F: 3 clusters Score -2135222 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2135840.250000 Penalty: 3225.339844
	Iteration 10F: 3 clusters Score -2135840 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2136373.250000 Penalty: 3225.339844
	Iteration 11Q: 3 clusters Score -2136373 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2136895.250000 Penalty: 3225.339844
	Iteration 12Q: 3 clusters Score -2136895 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2137420.500000 Penalty: 3225.339844
	Iteration 13Q: 3 clusters Score -2137420 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2137788.500000 Penalty: 3225.339844
	Iteration 14Q: 3 clusters Score -2137788 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2137999.500000 Penalty: 3225.339844
	Iteration 15Q: 3 clusters Score -2138000 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2138126.000000 Penalty: 3225.339844
	Iteration 16Q: 3 clusters Score -2138126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2138209.250000 Penalty: 3225.339844
	Iteration 17Q: 3 clusters Score -2138209 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2138259.250000 Penalty: 3225.339844
	Iteration 18Q: 3 clusters Score -2138259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2138302.500000 Penalty: 3225.339844
	Iteration 19Q: 3 clusters Score -2138302 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2138336.000000 Penalty: 3225.339844
	Iteration 20F: 3 clusters Score -2138336 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2138364.250000 Penalty: 3225.339844
	Iteration 21Q: 3 clusters Score -2138364 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2138389.500000 Penalty: 3225.339844
	Iteration 22Q: 3 clusters Score -2138390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2138417.250000 Penalty: 3225.339844
	Iteration 23Q: 3 clusters Score -2138417 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2138436.000000 Penalty: 3225.339844
	Iteration 24Q: 3 clusters Score -2138436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2138447.000000 Penalty: 3225.339844
	Iteration 25Q: 3 clusters Score -2138447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2138463.250000 Penalty: 3225.339844
	Iteration 26Q: 3 clusters Score -2138463 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2138493.250000 Penalty: 3225.339844
	Iteration 27Q: 3 clusters Score -2138493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2138505.750000 Penalty: 3225.339844
	Iteration 28Q: 3 clusters Score -2138506 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2138526.750000 Penalty: 3225.339844
	Iteration 29Q: 3 clusters Score -2138527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2138541.000000 Penalty: 3225.339844
	Iteration 30Q: 3 clusters Score -2138541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2138554.750000 Penalty: 3225.339844
	Iteration 31Q: 3 clusters Score -2138555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2138560.250000 Penalty: 3225.339844
	Iteration 32Q: 3 clusters Score -2138560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2138577.500000 Penalty: 3225.339844
	Iteration 33Q: 3 clusters Score -2138578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2138592.250000 Penalty: 3225.339844
	Iteration 34Q: 3 clusters Score -2138592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2138604.000000 Penalty: 3225.339844
	Iteration 35Q: 3 clusters Score -2138604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2138607.500000 Penalty: 3225.339844
	Iteration 36Q: 3 clusters Score -2138608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2138619.750000 Penalty: 3225.339844
	Iteration 37Q: 3 clusters Score -2138620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2138631.000000 Penalty: 3225.339844
	Iteration 38Q: 3 clusters Score -2138631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2138636.000000 Penalty: 3225.339844
	Iteration 39Q: 3 clusters Score -2138636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2138656.750000 Penalty: 3225.339844
	Iteration 40F: 3 clusters Score -2138657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2138665.000000 Penalty: 3225.339844
	Iteration 41Q: 3 clusters Score -2138665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2138677.250000 Penalty: 3225.339844
	Iteration 42Q: 3 clusters Score -2138677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2138677.750000 Penalty: 3225.339844
	Iteration 43Q: 3 clusters Score -2138678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2138675.750000 Penalty: 3225.339844
	Iteration 44Q: 3 clusters Score -2138676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2138681.250000 Penalty: 3225.339844
	Iteration 45Q: 3 clusters Score -2138681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2138683.750000 Penalty: 3225.339844
	Iteration 46Q: 3 clusters Score -2138684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2138690.000000 Penalty: 3225.339844
	Iteration 47Q: 3 clusters Score -2138690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2138692.750000 Penalty: 3225.339844
	Iteration 48Q: 3 clusters Score -2138693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2138706.750000 Penalty: 3225.339844
	Iteration 49Q: 3 clusters Score -2138707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2138711.500000 Penalty: 3225.339844
	Iteration 50Q: 3 clusters Score -2138712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2138712.000000 Penalty: 3225.339844
	Iteration 51Q: 3 clusters Score -2138712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2138711.000000 Penalty: 3225.339844
	Iteration 52Q: 3 clusters Score -2138711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2138715.250000 Penalty: 3225.339844
	Iteration 53Q: 3 clusters Score -2138715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2138719.750000 Penalty: 3225.339844
	Iteration 54Q: 3 clusters Score -2138720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2138724.250000 Penalty: 3225.339844
	Iteration 55Q: 3 clusters Score -2138724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2138727.250000 Penalty: 3225.339844
	Iteration 56Q: 3 clusters Score -2138727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2138730.500000 Penalty: 3225.339844
	Iteration 57Q: 3 clusters Score -2138730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2138733.250000 Penalty: 3225.339844
	Iteration 58Q: 3 clusters Score -2138733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2138741.000000 Penalty: 3225.339844
	Iteration 59Q: 3 clusters Score -2138741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2138735.500000 Penalty: 3225.339844
	Iteration 60F: 3 clusters Score -2138736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2138746.000000 Penalty: 3225.339844
	Iteration 61Q: 3 clusters Score -2138746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2138755.750000 Penalty: 3225.339844
	Iteration 62Q: 3 clusters Score -2138756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2138754.000000 Penalty: 3225.339844
	Iteration 63Q: 3 clusters Score -2138754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2138760.250000 Penalty: 3225.339844
	Iteration 64Q: 3 clusters Score -2138760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2138762.500000 Penalty: 3225.339844
	Iteration 65Q: 3 clusters Score -2138762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2138765.250000 Penalty: 3225.339844
	Iteration 66Q: 3 clusters Score -2138765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2138765.250000 Penalty: 3225.339844
	Iteration 67Q: 3 clusters Score -2138765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2138771.000000 Penalty: 3225.339844
	Iteration 68Q: 3 clusters Score -2138771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2138779.250000 Penalty: 3225.339844
	Iteration 69Q: 3 clusters Score -2138779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2138793.500000 Penalty: 3225.339844
	Iteration 70Q: 3 clusters Score -2138794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2138796.750000 Penalty: 3225.339844
	Iteration 71Q: 3 clusters Score -2138797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2138802.250000 Penalty: 3225.339844
	Iteration 72Q: 3 clusters Score -2138802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2138819.250000 Penalty: 3225.339844
	Iteration 73Q: 3 clusters Score -2138819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2138822.250000 Penalty: 3225.339844
	Iteration 74Q: 3 clusters Score -2138822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2138825.750000 Penalty: 3225.339844
	Iteration 75Q: 3 clusters Score -2138826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2138834.250000 Penalty: 3225.339844
	Iteration 76Q: 3 clusters Score -2138834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2138839.000000 Penalty: 3225.339844
	Iteration 77Q: 3 clusters Score -2138839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2138855.750000 Penalty: 3225.339844
	Iteration 78Q: 3 clusters Score -2138856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2138858.000000 Penalty: 3225.339844
	Iteration 79Q: 3 clusters Score -2138858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2138868.250000 Penalty: 3225.339844
	Iteration 80F: 3 clusters Score -2138868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2138877.000000 Penalty: 3225.339844
	Iteration 81Q: 3 clusters Score -2138877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2138884.500000 Penalty: 3225.339844
	Iteration 82Q: 3 clusters Score -2138884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2138892.500000 Penalty: 3225.339844
	Iteration 83Q: 3 clusters Score -2138892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2138897.750000 Penalty: 3225.339844
	Iteration 84Q: 3 clusters Score -2138898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2138907.250000 Penalty: 3225.339844
	Iteration 85Q: 3 clusters Score -2138907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2138910.000000 Penalty: 3225.339844
	Iteration 86Q: 3 clusters Score -2138910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2138915.750000 Penalty: 3225.339844
	Iteration 87Q: 3 clusters Score -2138916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2138924.250000 Penalty: 3225.339844
	Iteration 88Q: 3 clusters Score -2138924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2138933.750000 Penalty: 3225.339844
	Iteration 89Q: 3 clusters Score -2138934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2138935.000000 Penalty: 3225.339844
	Iteration 90Q: 3 clusters Score -2138935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2138936.250000 Penalty: 3225.339844
	Iteration 91Q: 3 clusters Score -2138936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2138939.250000 Penalty: 3225.339844
	Iteration 92Q: 3 clusters Score -2138939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2138947.250000 Penalty: 3225.339844
	Iteration 93Q: 3 clusters Score -2138947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2138952.000000 Penalty: 3225.339844
	Iteration 94Q: 3 clusters Score -2138952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2138957.500000 Penalty: 3225.339844
	Iteration 95Q: 3 clusters Score -2138958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2138959.750000 Penalty: 3225.339844
	Iteration 96Q: 3 clusters Score -2138960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2138960.500000 Penalty: 3225.339844
	Iteration 97Q: 3 clusters Score -2138960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2138965.000000 Penalty: 3225.339844
	Iteration 98Q: 3 clusters Score -2138965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2138969.750000 Penalty: 3225.339844
	Iteration 99Q: 3 clusters Score -2138970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2138971.750000 Penalty: 3225.339844
	Iteration 100F: 3 clusters Score -2138972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2138973.500000 Penalty: 3225.339844
	Iteration 101Q: 3 clusters Score -2138974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2138974.250000 Penalty: 3225.339844
	Iteration 102Q: 3 clusters Score -2138974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2138975.250000 Penalty: 3225.339844
	Iteration 103Q: 3 clusters Score -2138975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2138979.750000 Penalty: 3225.339844
	Iteration 104Q: 3 clusters Score -2138980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2138986.750000 Penalty: 3225.339844
	Iteration 105Q: 3 clusters Score -2138987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2138988.750000 Penalty: 3225.339844
	Iteration 106Q: 3 clusters Score -2138989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2138991.750000 Penalty: 3225.339844
	Iteration 107Q: 3 clusters Score -2138992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2139001.500000 Penalty: 3225.339844
	Iteration 108Q: 3 clusters Score -2139002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2139000.750000 Penalty: 3225.339844
	Iteration 109Q: 3 clusters Score -2139001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2139005.750000 Penalty: 3225.339844
	Iteration 110Q: 3 clusters Score -2139006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2139012.250000 Penalty: 3225.339844
	Iteration 111Q: 3 clusters Score -2139012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2139025.500000 Penalty: 3225.339844
	Iteration 112Q: 3 clusters Score -2139026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2139028.750000 Penalty: 3225.339844
	Iteration 113Q: 3 clusters Score -2139029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2139034.000000 Penalty: 3225.339844
	Iteration 114Q: 3 clusters Score -2139034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2139043.250000 Penalty: 3225.339844
	Iteration 115Q: 3 clusters Score -2139043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2139046.750000 Penalty: 3225.339844
	Iteration 116Q: 3 clusters Score -2139047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2139052.500000 Penalty: 3225.339844
	Iteration 117Q: 3 clusters Score -2139052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2139056.750000 Penalty: 3225.339844
	Iteration 118Q: 3 clusters Score -2139057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2139057.250000 Penalty: 3225.339844
	Iteration 119Q: 3 clusters Score -2139057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2139065.250000 Penalty: 3225.339844
	Iteration 120F: 3 clusters Score -2139065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2139071.750000 Penalty: 3225.339844
	Iteration 121Q: 3 clusters Score -2139072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2139077.500000 Penalty: 3225.339844
	Iteration 122Q: 3 clusters Score -2139078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2139083.500000 Penalty: 3225.339844
	Iteration 123Q: 3 clusters Score -2139084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2139093.250000 Penalty: 3225.339844
	Iteration 124Q: 3 clusters Score -2139093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2139100.000000 Penalty: 3225.339844
	Iteration 125Q: 3 clusters Score -2139100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2139106.750000 Penalty: 3225.339844
	Iteration 126Q: 3 clusters Score -2139107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2139115.750000 Penalty: 3225.339844
	Iteration 127Q: 3 clusters Score -2139116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2139123.000000 Penalty: 3225.339844
	Iteration 128Q: 3 clusters Score -2139123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2139126.500000 Penalty: 3225.339844
	Iteration 129Q: 3 clusters Score -2139126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2139126.000000 Penalty: 3225.339844
	Iteration 130Q: 3 clusters Score -2139126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2139133.250000 Penalty: 3225.339844
	Iteration 131Q: 3 clusters Score -2139133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2139139.750000 Penalty: 3225.339844
	Iteration 132Q: 3 clusters Score -2139140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2139143.500000 Penalty: 3225.339844
	Iteration 133Q: 3 clusters Score -2139144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2139144.000000 Penalty: 3225.339844
	Iteration 134Q: 3 clusters Score -2139144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2139143.750000 Penalty: 3225.339844
	Iteration 135Q: 3 clusters Score -2139144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2139149.000000 Penalty: 3225.339844
	Iteration 136Q: 3 clusters Score -2139149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2139151.750000 Penalty: 3225.339844
	Iteration 137Q: 3 clusters Score -2139152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2139151.250000 Penalty: 3225.339844
	Iteration 138Q: 3 clusters Score -2139151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2139152.250000 Penalty: 3225.339844
	Iteration 139Q: 3 clusters Score -2139152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2139149.750000 Penalty: 3225.339844
	Iteration 140F: 3 clusters Score -2139150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2139152.000000 Penalty: 3225.339844
	Iteration 141Q: 3 clusters Score -2139152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2139155.750000 Penalty: 3225.339844
	Iteration 142Q: 3 clusters Score -2139156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2139155.750000 Penalty: 3225.339844
	Iteration 143Q: 3 clusters Score -2139156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2139162.000000 Penalty: 3225.339844
	Iteration 144Q: 3 clusters Score -2139162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2139162.500000 Penalty: 3225.339844
	Iteration 145Q: 3 clusters Score -2139162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2139160.750000 Penalty: 3225.339844
	Iteration 146Q: 3 clusters Score -2139161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2139167.750000 Penalty: 3225.339844
	Iteration 147Q: 3 clusters Score -2139168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2139164.750000 Penalty: 3225.339844
	Iteration 148Q: 3 clusters Score -2139165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2139170.500000 Penalty: 3225.339844
	Iteration 149Q: 3 clusters Score -2139170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2139169.750000 Penalty: 3225.339844
	Iteration 150Q: 3 clusters Score -2139170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2139175.000000 Penalty: 3225.339844
	Iteration 151Q: 3 clusters Score -2139175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2139173.750000 Penalty: 3225.339844
	Iteration 152Q: 3 clusters Score -2139174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2139172.000000 Penalty: 3225.339844
	Iteration 153Q: 3 clusters Score -2139172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2139174.250000 Penalty: 3225.339844
	Iteration 154Q: 3 clusters Score -2139174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2139177.250000 Penalty: 3225.339844
	Iteration 155Q: 3 clusters Score -2139177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2139179.000000 Penalty: 3225.339844
	Iteration 156Q: 3 clusters Score -2139179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2139177.000000 Penalty: 3225.339844
	Iteration 157Q: 3 clusters Score -2139177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2139181.250000 Penalty: 3225.339844
	Iteration 158Q: 3 clusters Score -2139181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2139185.250000 Penalty: 3225.339844
	Iteration 159Q: 3 clusters Score -2139185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2139189.750000 Penalty: 3225.339844
	Iteration 160F: 3 clusters Score -2139190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2139193.750000 Penalty: 3225.339844
	Iteration 161Q: 3 clusters Score -2139194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2139192.750000 Penalty: 3225.339844
	Iteration 162Q: 3 clusters Score -2139193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2139193.000000 Penalty: 3225.339844
	Iteration 163Q: 3 clusters Score -2139193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2139195.750000 Penalty: 3225.339844
	Iteration 164Q: 3 clusters Score -2139196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2139198.250000 Penalty: 3225.339844
	Iteration 165Q: 3 clusters Score -2139198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2139202.000000 Penalty: 3225.339844
	Iteration 166Q: 3 clusters Score -2139202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2139200.500000 Penalty: 3225.339844
	Iteration 167Q: 3 clusters Score -2139200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2139201.000000 Penalty: 3225.339844
	Iteration 168Q: 3 clusters Score -2139201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2139199.250000 Penalty: 3225.339844
	Iteration 169Q: 3 clusters Score -2139199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2139199.250000 Penalty: 3225.339844
	Iteration 170F: 3 clusters Score -2139199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -311538.750000 Penalty: 1313.490845
	Iteration 0F: 2 clusters Score -311538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -308749.593750 Penalty: 2626.981689
	Iteration 0F: 3 clusters Score -308749.6 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -309468.906250 Penalty: 2626.981689
	Iteration 1F: 3 clusters Score -309468.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -309751.781250 Penalty: 2626.981689
	Iteration 2F: 3 clusters Score -309751.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -310191.562500 Penalty: 2626.981689
	Iteration 3F: 3 clusters Score -310191.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -310762.843750 Penalty: 2626.981689
	Iteration 4F: 3 clusters Score -310762.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -311231.312500 Penalty: 2626.981689
	Iteration 5F: 3 clusters Score -311231.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -311472.125000 Penalty: 2626.981689
	Iteration 6F: 3 clusters Score -311472.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -311578.937500 Penalty: 2626.981689
	Iteration 7Q: 3 clusters Score -311578.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -311631.437500 Penalty: 2626.981689
	Iteration 8Q: 3 clusters Score -311631.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -311667.375000 Penalty: 2626.981689
	Iteration 9Q: 3 clusters Score -311667.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -311697.062500 Penalty: 2626.981689
	Iteration 10Q: 3 clusters Score -311697.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -311713.187500 Penalty: 2626.981689
	Iteration 11Q: 3 clusters Score -311713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -311722.718750 Penalty: 2626.981689
	Iteration 12Q: 3 clusters Score -311722.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -311727.062500 Penalty: 2626.981689
	Iteration 13Q: 3 clusters Score -311727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -311730.031250 Penalty: 2626.981689
	Iteration 14Q: 3 clusters Score -311730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -311731.281250 Penalty: 2626.981689
	Iteration 15Q: 3 clusters Score -311731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -311731.843750 Penalty: 2626.981689
	Iteration 16Q: 3 clusters Score -311731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -311732.906250 Penalty: 2626.981689
	Iteration 17Q: 3 clusters Score -311732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -311733.000000 Penalty: 2626.981689
	Iteration 18Q: 3 clusters Score -311733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -311733.000000 Penalty: 2626.981689
	Iteration 19F: 3 clusters Score -311733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 1226 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 2013 members 
Entering Unmasked Estep 
Score: -154052496.000000 Penalty: 101845.984375
Splitting cluster 39 changes total score from -154053936.000000 to -154052496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -423237.843750 Penalty: 1365.070557
	Iteration 0F: 2 clusters Score -423237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -419618.156250 Penalty: 2730.141113
	Iteration 0F: 3 clusters Score -419618.2 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -420814.687500 Penalty: 2730.141113
	Iteration 1F: 3 clusters Score -420814.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -421230.156250 Penalty: 2730.141113
	Iteration 2F: 3 clusters Score -421230.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -421650.187500 Penalty: 2730.141113
	Iteration 3F: 3 clusters Score -421650.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -422129.625000 Penalty: 2730.141113
	Iteration 4F: 3 clusters Score -422129.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -422597.250000 Penalty: 2730.141113
	Iteration 5F: 3 clusters Score -422597.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -422930.593750 Penalty: 2730.141113
	Iteration 6F: 3 clusters Score -422930.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -423218.937500 Penalty: 2730.141113
	Iteration 7Q: 3 clusters Score -423218.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -423467.125000 Penalty: 2730.141113
	Iteration 8Q: 3 clusters Score -423467.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -423576.781250 Penalty: 2730.141113
	Iteration 9Q: 3 clusters Score -423576.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -423608.625000 Penalty: 2730.141113
	Iteration 10Q: 3 clusters Score -423608.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423619.312500 Penalty: 2730.141113
	Iteration 11Q: 3 clusters Score -423619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -423625.781250 Penalty: 2730.141113
	Iteration 12Q: 3 clusters Score -423625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -423627.843750 Penalty: 2730.141113
	Iteration 13Q: 3 clusters Score -423627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -423628.281250 Penalty: 2730.141113
	Iteration 14Q: 3 clusters Score -423628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -423629.750000 Penalty: 2730.141113
	Iteration 15Q: 3 clusters Score -423629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -423629.562500 Penalty: 2730.141113
	Iteration 16Q: 3 clusters Score -423629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423630.343750 Penalty: 2730.141113
	Iteration 17Q: 3 clusters Score -423630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423630.343750 Penalty: 2730.141113
	Iteration 18F: 3 clusters Score -423630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 2604 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8281 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 1845 members 
Entering Unmasked Estep 
Score: -154053504.000000 Penalty: 101845.984375
Splitting cluster 40 changes total score from -154053936.000000 to -154053504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -293000.562500 Penalty: 1298.743652
	Iteration 0F: 2 clusters Score -293000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -290358.468750 Penalty: 2597.487305
	Iteration 0F: 3 clusters Score -290358.5 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -291085.875000 Penalty: 2597.487305
	Iteration 1F: 3 clusters Score -291085.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291231.312500 Penalty: 2597.487305
	Iteration 2F: 3 clusters Score -291231.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291318.750000 Penalty: 2597.487305
	Iteration 3F: 3 clusters Score -291318.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -291389.468750 Penalty: 2597.487305
	Iteration 4Q: 3 clusters Score -291389.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291460.468750 Penalty: 2597.487305
	Iteration 5Q: 3 clusters Score -291460.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -291531.687500 Penalty: 2597.487305
	Iteration 6Q: 3 clusters Score -291531.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -291583.687500 Penalty: 2597.487305
	Iteration 7Q: 3 clusters Score -291583.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -291647.812500 Penalty: 2597.487305
	Iteration 8Q: 3 clusters Score -291647.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -291748.812500 Penalty: 2597.487305
	Iteration 9Q: 3 clusters Score -291748.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -291860.906250 Penalty: 2597.487305
	Iteration 10Q: 3 clusters Score -291860.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -291986.625000 Penalty: 2597.487305
	Iteration 11Q: 3 clusters Score -291986.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292115.468750 Penalty: 2597.487305
	Iteration 12Q: 3 clusters Score -292115.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -292201.625000 Penalty: 2597.487305
	Iteration 13Q: 3 clusters Score -292201.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -292256.312500 Penalty: 2597.487305
	Iteration 14Q: 3 clusters Score -292256.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -292292.562500 Penalty: 2597.487305
	Iteration 15Q: 3 clusters Score -292292.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -292318.562500 Penalty: 2597.487305
	Iteration 16Q: 3 clusters Score -292318.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -292340.343750 Penalty: 2597.487305
	Iteration 17Q: 3 clusters Score -292340.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -292363.093750 Penalty: 2597.487305
	Iteration 18Q: 3 clusters Score -292363.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -292379.406250 Penalty: 2597.487305
	Iteration 19Q: 3 clusters Score -292379.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -292386.968750 Penalty: 2597.487305
	Iteration 20F: 3 clusters Score -292387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -292392.625000 Penalty: 2597.487305
	Iteration 21Q: 3 clusters Score -292392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -292396.250000 Penalty: 2597.487305
	Iteration 22Q: 3 clusters Score -292396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -292400.312500 Penalty: 2597.487305
	Iteration 23Q: 3 clusters Score -292400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -292401.968750 Penalty: 2597.487305
	Iteration 24Q: 3 clusters Score -292402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -292403.562500 Penalty: 2597.487305
	Iteration 25Q: 3 clusters Score -292403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -292404.812500 Penalty: 2597.487305
	Iteration 26Q: 3 clusters Score -292404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -292407.593750 Penalty: 2597.487305
	Iteration 27Q: 3 clusters Score -292407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292409.625000 Penalty: 2597.487305
	Iteration 28Q: 3 clusters Score -292409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292410.062500 Penalty: 2597.487305
	Iteration 29Q: 3 clusters Score -292410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292411.093750 Penalty: 2597.487305
	Iteration 30Q: 3 clusters Score -292411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -292411.093750 Penalty: 2597.487305
	Iteration 31F: 3 clusters Score -292411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 15153 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 38957 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 110713 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120729 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180294 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 70608 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 9989 members 
Mstep: Class 21 contains 7973 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 18110 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 7120 members 
Mstep: Class 28 contains 30737 members 
Mstep: Class 29 contains 113381 members 
Mstep: Class 30 contains 28533 members 
Mstep: Class 31 contains 9599 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 4670 members 
Mstep: Class 34 contains 41995 members 
Mstep: Class 35 contains 6193 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2544 members 
Mstep: Class 38 contains 20417 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054880.000000 Penalty: 99531.296875
Iteration 119Q: 44 clusters Score -1.540549e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 6444 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 31774 members 
Mstep: Class 6 contains 70781 members 
Mstep: Class 7 contains 39011 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 109628 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 81430 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 120728 members 
Mstep: Class 14 contains 67765 members 
Mstep: Class 15 contains 180431 members 
Mstep: Class 16 contains 97436 members 
Mstep: Class 17 contains 71804 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 10033 members 
Mstep: Class 21 contains 8021 members 
Mstep: Class 22 contains 20099 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 18109 members 
Mstep: Class 25 contains 10923 members 
Mstep: Class 26 contains 20862 members 
Mstep: Class 27 contains 7122 members 
Mstep: Class 28 contains 30842 members 
Mstep: Class 29 contains 113385 members 
Mstep: Class 30 contains 28605 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 4665 members 
Mstep: Class 34 contains 42061 members 
Mstep: Class 35 contains 6199 members 
Mstep: Class 36 contains 29551 members 
Mstep: Class 37 contains 2551 members 
Mstep: Class 38 contains 20434 members 
Mstep: Class 39 contains 3242 members 
Mstep: Class 40 contains 4457 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8085 members 
Mstep: Class 43 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055840.000000 Penalty: 99531.296875
Iteration 120F: 44 clusters Score -1.540558e+08 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162541 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 30063 members 
Mstep: Class 4 contains 15150 members 
Mstep: Class 5 contains 31767 members 
Mstep: Class 6 contains 70819 members 
Mstep: Class 7 contains 39058 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 108592 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 81455 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 120721 members 
Mstep: Class 14 contains 67760 members 
Mstep: Class 15 contains 180531 members 
Mstep: Class 16 contains 97428 members 
Mstep: Class 17 contains 72954 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 3247 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7925 members 
Mstep: Class 22 contains 20130 members 
Mstep: Class 23 contains 3813 members 
Mstep: Class 24 contains 18109 members 
Mstep: Class 25 contains 10920 members 
Mstep: Class 26 contains 20855 members 
Mstep: Class 27 contains 7123 members 
Mstep: Class 28 contains 30642 members 
Mstep: Class 29 contains 113380 members 
Mstep: Class 30 contains 28673 members 
Mstep: Class 31 contains 9595 members 
Mstep: Class 32 contains 2596 members 
Mstep: Class 33 contains 4669 members 
Mstep: Class 34 contains 41933 members 
Mstep: Class 35 contains 6199 members 
Mstep: Class 36 contains 29569 members 
Mstep: Class 37 contains 2552 members 
Mstep: Class 38 contains 20452 members 
Mstep: Class 39 contains 3244 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8405 members 
Mstep: Class 43 contains 7482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056240.000000 Penalty: 99531.296875
Iteration 121Q: 44 clusters Score -1.540562e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 162084 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 29998 members 
Mstep: Class 4 contains 15155 members 
Mstep: Class 5 contains 31764 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 39082 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 107581 members 
Mstep: Class 10 contains 14962 members 
Mstep: Class 11 contains 81481 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 120718 members 
Mstep: Class 14 contains 67753 members 
Mstep: Class 15 contains 180652 members 
Mstep: Class 16 contains 97404 members 
Mstep: Class 17 contains 74175 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 3251 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 20178 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 10923 members 
Mstep: Class 26 contains 20823 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30492 members 
Mstep: Class 29 contains 113401 members 
Mstep: Class 30 contains 28731 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 2624 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 41855 members 
Mstep: Class 35 contains 6202 members 
Mstep: Class 36 contains 29584 members 
Mstep: Class 37 contains 2556 members 
Mstep: Class 38 contains 20474 members 
Mstep: Class 39 contains 3245 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8570 members 
Mstep: Class 43 contains 7648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056464.000000 Penalty: 99531.296875
Iteration 122Q: 44 clusters Score -1.540565e+08 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 29930 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 31761 members 
Mstep: Class 6 contains 70870 members 
Mstep: Class 7 contains 39093 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 106645 members 
Mstep: Class 10 contains 14959 members 
Mstep: Class 11 contains 81521 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 120714 members 
Mstep: Class 14 contains 67739 members 
Mstep: Class 15 contains 180758 members 
Mstep: Class 16 contains 97388 members 
Mstep: Class 17 contains 75394 members 
Mstep: Class 18 contains 10542 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 7839 members 
Mstep: Class 22 contains 20224 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 10924 members 
Mstep: Class 26 contains 20816 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30393 members 
Mstep: Class 29 contains 113428 members 
Mstep: Class 30 contains 28776 members 
Mstep: Class 31 contains 9592 members 
Mstep: Class 32 contains 2650 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 41799 members 
Mstep: Class 35 contains 6205 members 
Mstep: Class 36 contains 29589 members 
Mstep: Class 37 contains 2568 members 
Mstep: Class 38 contains 20487 members 
Mstep: Class 39 contains 3245 members 
Mstep: Class 40 contains 4461 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8685 members 
Mstep: Class 43 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056896.000000 Penalty: 99531.296875
Iteration 123Q: 44 clusters Score -1.540569e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 6312 members 
Mstep: Class 3 contains 29865 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 31763 members 
Mstep: Class 6 contains 70919 members 
Mstep: Class 7 contains 39084 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 105758 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 81545 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 120718 members 
Mstep: Class 14 contains 67731 members 
Mstep: Class 15 contains 180857 members 
Mstep: Class 16 contains 97393 members 
Mstep: Class 17 contains 76574 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 7812 members 
Mstep: Class 22 contains 20270 members 
Mstep: Class 23 contains 3819 members 
Mstep: Class 24 contains 18024 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 20802 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30305 members 
Mstep: Class 29 contains 113437 members 
Mstep: Class 30 contains 28843 members 
Mstep: Class 31 contains 9591 members 
Mstep: Class 32 contains 2665 members 
Mstep: Class 33 contains 4676 members 
Mstep: Class 34 contains 41748 members 
Mstep: Class 35 contains 6207 members 
Mstep: Class 36 contains 29593 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 20497 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 4468 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8768 members 
Mstep: Class 43 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057568.000000 Penalty: 99531.296875
Iteration 124Q: 44 clusters Score -1.540576e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 160464 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 29801 members 
Mstep: Class 4 contains 15150 members 
Mstep: Class 5 contains 31755 members 
Mstep: Class 6 contains 70958 members 
Mstep: Class 7 contains 39089 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 104989 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 81580 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 120696 members 
Mstep: Class 14 contains 67721 members 
Mstep: Class 15 contains 180959 members 
Mstep: Class 16 contains 97382 members 
Mstep: Class 17 contains 77713 members 
Mstep: Class 18 contains 10549 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 9403 members 
Mstep: Class 21 contains 7799 members 
Mstep: Class 22 contains 20326 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 17980 members 
Mstep: Class 25 contains 10926 members 
Mstep: Class 26 contains 20787 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30249 members 
Mstep: Class 29 contains 113450 members 
Mstep: Class 30 contains 28901 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 2675 members 
Mstep: Class 33 contains 4681 members 
Mstep: Class 34 contains 41718 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29593 members 
Mstep: Class 37 contains 2585 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8839 members 
Mstep: Class 43 contains 7879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057840.000000 Penalty: 99531.296875
Iteration 125Q: 44 clusters Score -1.540578e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159883 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 29738 members 
Mstep: Class 4 contains 15145 members 
Mstep: Class 5 contains 31753 members 
Mstep: Class 6 contains 70999 members 
Mstep: Class 7 contains 39043 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 104282 members 
Mstep: Class 10 contains 14972 members 
Mstep: Class 11 contains 81626 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 120668 members 
Mstep: Class 14 contains 67722 members 
Mstep: Class 15 contains 181042 members 
Mstep: Class 16 contains 97396 members 
Mstep: Class 17 contains 78837 members 
Mstep: Class 18 contains 10552 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 9345 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 20375 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 17926 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 20771 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30185 members 
Mstep: Class 29 contains 113467 members 
Mstep: Class 30 contains 28957 members 
Mstep: Class 31 contains 9576 members 
Mstep: Class 32 contains 2684 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 41700 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29596 members 
Mstep: Class 37 contains 2586 members 
Mstep: Class 38 contains 20519 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8901 members 
Mstep: Class 43 contains 7928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058288.000000 Penalty: 99531.296875
Iteration 126Q: 44 clusters Score -1.540583e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 29682 members 
Mstep: Class 4 contains 15137 members 
Mstep: Class 5 contains 31753 members 
Mstep: Class 6 contains 71030 members 
Mstep: Class 7 contains 39006 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 103610 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 81685 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 13 contains 120633 members 
Mstep: Class 14 contains 67719 members 
Mstep: Class 15 contains 181121 members 
Mstep: Class 16 contains 97414 members 
Mstep: Class 17 contains 79872 members 
Mstep: Class 18 contains 10553 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 9308 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 22 contains 20435 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 17889 members 
Mstep: Class 25 contains 10926 members 
Mstep: Class 26 contains 20749 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30132 members 
Mstep: Class 29 contains 113482 members 
Mstep: Class 30 contains 29009 members 
Mstep: Class 31 contains 9576 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 41678 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29603 members 
Mstep: Class 37 contains 2585 members 
Mstep: Class 38 contains 20531 members 
Mstep: Class 39 contains 3252 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8937 members 
Mstep: Class 43 contains 7984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058608.000000 Penalty: 99531.296875
Iteration 127Q: 44 clusters Score -1.540586e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158928 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 3 contains 29635 members 
Mstep: Class 4 contains 15135 members 
Mstep: Class 5 contains 31757 members 
Mstep: Class 6 contains 71067 members 
Mstep: Class 7 contains 38966 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 102941 members 
Mstep: Class 10 contains 14962 members 
Mstep: Class 11 contains 81737 members 
Mstep: Class 12 contains 1832 members 
Mstep: Class 13 contains 120612 members 
Mstep: Class 14 contains 67721 members 
Mstep: Class 15 contains 181173 members 
Mstep: Class 16 contains 97418 members 
Mstep: Class 17 contains 80810 members 
Mstep: Class 18 contains 10554 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 9280 members 
Mstep: Class 21 contains 7779 members 
Mstep: Class 22 contains 20485 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 17848 members 
Mstep: Class 25 contains 10920 members 
Mstep: Class 26 contains 20716 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30102 members 
Mstep: Class 29 contains 113496 members 
Mstep: Class 30 contains 29050 members 
Mstep: Class 31 contains 9580 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 41651 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29604 members 
Mstep: Class 37 contains 2586 members 
Mstep: Class 38 contains 20542 members 
Mstep: Class 39 contains 3254 members 
Mstep: Class 40 contains 4482 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 8966 members 
Mstep: Class 43 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059312.000000 Penalty: 99531.296875
Iteration 128Q: 44 clusters Score -1.540593e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 29581 members 
Mstep: Class 4 contains 15132 members 
Mstep: Class 5 contains 31759 members 
Mstep: Class 6 contains 71114 members 
Mstep: Class 7 contains 38921 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 102352 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 81779 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 120596 members 
Mstep: Class 14 contains 67725 members 
Mstep: Class 15 contains 181249 members 
Mstep: Class 16 contains 97401 members 
Mstep: Class 17 contains 81612 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 3261 members 
Mstep: Class 20 contains 9264 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 20544 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 17802 members 
Mstep: Class 25 contains 10918 members 
Mstep: Class 26 contains 20706 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30090 members 
Mstep: Class 29 contains 113504 members 
Mstep: Class 30 contains 29084 members 
Mstep: Class 31 contains 9589 members 
Mstep: Class 32 contains 2689 members 
Mstep: Class 33 contains 4695 members 
Mstep: Class 34 contains 41626 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29602 members 
Mstep: Class 37 contains 2590 members 
Mstep: Class 38 contains 20556 members 
Mstep: Class 39 contains 3256 members 
Mstep: Class 40 contains 4481 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 8993 members 
Mstep: Class 43 contains 8055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059920.000000 Penalty: 99531.296875
Iteration 129Q: 44 clusters Score -1.540599e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 158206 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 3 contains 29524 members 
Mstep: Class 4 contains 15131 members 
Mstep: Class 5 contains 31758 members 
Mstep: Class 6 contains 71137 members 
Mstep: Class 7 contains 38851 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 9 contains 101827 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 81820 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 120578 members 
Mstep: Class 14 contains 67730 members 
Mstep: Class 15 contains 181327 members 
Mstep: Class 16 contains 97402 members 
Mstep: Class 17 contains 82378 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 7764 members 
Mstep: Class 22 contains 20605 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 17753 members 
Mstep: Class 25 contains 10917 members 
Mstep: Class 26 contains 20686 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30068 members 
Mstep: Class 29 contains 113504 members 
Mstep: Class 30 contains 29117 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 2690 members 
Mstep: Class 33 contains 4694 members 
Mstep: Class 34 contains 41609 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29599 members 
Mstep: Class 37 contains 2595 members 
Mstep: Class 38 contains 20565 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9013 members 
Mstep: Class 43 contains 8079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060352.000000 Penalty: 99531.296875
Iteration 130Q: 44 clusters Score -1.540604e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 29464 members 
Mstep: Class 4 contains 15130 members 
Mstep: Class 5 contains 31757 members 
Mstep: Class 6 contains 71168 members 
Mstep: Class 7 contains 38777 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 101365 members 
Mstep: Class 10 contains 14961 members 
Mstep: Class 11 contains 81864 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 120551 members 
Mstep: Class 14 contains 67728 members 
Mstep: Class 15 contains 181409 members 
Mstep: Class 16 contains 97403 members 
Mstep: Class 17 contains 83104 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 9234 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 20667 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 17708 members 
Mstep: Class 25 contains 10912 members 
Mstep: Class 26 contains 20656 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30060 members 
Mstep: Class 29 contains 113513 members 
Mstep: Class 30 contains 29147 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 2692 members 
Mstep: Class 33 contains 4696 members 
Mstep: Class 34 contains 41581 members 
Mstep: Class 35 contains 6216 members 
Mstep: Class 36 contains 29596 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 20573 members 
Mstep: Class 39 contains 3260 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9038 members 
Mstep: Class 43 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060592.000000 Penalty: 99531.296875
Iteration 131Q: 44 clusters Score -1.540606e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157585 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 29417 members 
Mstep: Class 4 contains 15132 members 
Mstep: Class 5 contains 31758 members 
Mstep: Class 6 contains 71181 members 
Mstep: Class 7 contains 38693 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 100952 members 
Mstep: Class 10 contains 14967 members 
Mstep: Class 11 contains 81900 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 120528 members 
Mstep: Class 14 contains 67725 members 
Mstep: Class 15 contains 181515 members 
Mstep: Class 16 contains 97400 members 
Mstep: Class 17 contains 83685 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 9224 members 
Mstep: Class 21 contains 7762 members 
Mstep: Class 22 contains 20716 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 17677 members 
Mstep: Class 25 contains 10909 members 
Mstep: Class 26 contains 20635 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30052 members 
Mstep: Class 29 contains 113522 members 
Mstep: Class 30 contains 29180 members 
Mstep: Class 31 contains 9580 members 
Mstep: Class 32 contains 2694 members 
Mstep: Class 33 contains 4697 members 
Mstep: Class 34 contains 41558 members 
Mstep: Class 35 contains 6216 members 
Mstep: Class 36 contains 29598 members 
Mstep: Class 37 contains 2606 members 
Mstep: Class 38 contains 20584 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9056 members 
Mstep: Class 43 contains 8114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061056.000000 Penalty: 99531.296875
Iteration 132Q: 44 clusters Score -1.540611e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157362 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 29371 members 
Mstep: Class 4 contains 15129 members 
Mstep: Class 5 contains 31767 members 
Mstep: Class 6 contains 71205 members 
Mstep: Class 7 contains 38609 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 100560 members 
Mstep: Class 10 contains 14970 members 
Mstep: Class 11 contains 81929 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 120497 members 
Mstep: Class 14 contains 67718 members 
Mstep: Class 15 contains 181593 members 
Mstep: Class 16 contains 97397 members 
Mstep: Class 17 contains 84256 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 9197 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 20756 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 17628 members 
Mstep: Class 25 contains 10905 members 
Mstep: Class 26 contains 20615 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30041 members 
Mstep: Class 29 contains 113532 members 
Mstep: Class 30 contains 29209 members 
Mstep: Class 31 contains 9576 members 
Mstep: Class 32 contains 2696 members 
Mstep: Class 33 contains 4700 members 
Mstep: Class 34 contains 41550 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29600 members 
Mstep: Class 37 contains 2608 members 
Mstep: Class 38 contains 20589 members 
Mstep: Class 39 contains 3264 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9080 members 
Mstep: Class 43 contains 8136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061440.000000 Penalty: 99531.296875
Iteration 133Q: 44 clusters Score -1.540614e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 29336 members 
Mstep: Class 4 contains 15129 members 
Mstep: Class 5 contains 31773 members 
Mstep: Class 6 contains 71221 members 
Mstep: Class 7 contains 38516 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 100204 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 81944 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 120447 members 
Mstep: Class 14 contains 67705 members 
Mstep: Class 15 contains 181672 members 
Mstep: Class 16 contains 97402 members 
Mstep: Class 17 contains 84767 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 17597 members 
Mstep: Class 25 contains 10906 members 
Mstep: Class 26 contains 20595 members 
Mstep: Class 27 contains 7124 members 
Mstep: Class 28 contains 30031 members 
Mstep: Class 29 contains 113542 members 
Mstep: Class 30 contains 29233 members 
Mstep: Class 31 contains 9576 members 
Mstep: Class 32 contains 2698 members 
Mstep: Class 33 contains 4704 members 
Mstep: Class 34 contains 41542 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29602 members 
Mstep: Class 37 contains 2615 members 
Mstep: Class 38 contains 20594 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 4504 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9103 members 
Mstep: Class 43 contains 8149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061888.000000 Penalty: 99531.296875
Iteration 134Q: 44 clusters Score -1.540619e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 29292 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 71231 members 
Mstep: Class 7 contains 38430 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 99852 members 
Mstep: Class 10 contains 14979 members 
Mstep: Class 11 contains 81968 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 120399 members 
Mstep: Class 14 contains 67702 members 
Mstep: Class 15 contains 181731 members 
Mstep: Class 16 contains 97387 members 
Mstep: Class 17 contains 85294 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7760 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 17568 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 20566 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30027 members 
Mstep: Class 29 contains 113555 members 
Mstep: Class 30 contains 29255 members 
Mstep: Class 31 contains 9577 members 
Mstep: Class 32 contains 2703 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 41531 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29602 members 
Mstep: Class 37 contains 2620 members 
Mstep: Class 38 contains 20597 members 
Mstep: Class 39 contains 3274 members 
Mstep: Class 40 contains 4504 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9127 members 
Mstep: Class 43 contains 8158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062192.000000 Penalty: 99531.296875
Iteration 135Q: 44 clusters Score -1.540622e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156862 members 
Mstep: Class 2 contains 6173 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 15123 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 71237 members 
Mstep: Class 7 contains 38365 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 99533 members 
Mstep: Class 10 contains 14978 members 
Mstep: Class 11 contains 81982 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 120340 members 
Mstep: Class 14 contains 67703 members 
Mstep: Class 15 contains 181782 members 
Mstep: Class 16 contains 97379 members 
Mstep: Class 17 contains 85752 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7757 members 
Mstep: Class 22 contains 20864 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 17538 members 
Mstep: Class 25 contains 10909 members 
Mstep: Class 26 contains 20539 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30018 members 
Mstep: Class 29 contains 113579 members 
Mstep: Class 30 contains 29290 members 
Mstep: Class 31 contains 9577 members 
Mstep: Class 32 contains 2704 members 
Mstep: Class 33 contains 4710 members 
Mstep: Class 34 contains 41527 members 
Mstep: Class 35 contains 6211 members 
Mstep: Class 36 contains 29602 members 
Mstep: Class 37 contains 2623 members 
Mstep: Class 38 contains 20604 members 
Mstep: Class 39 contains 3277 members 
Mstep: Class 40 contains 4505 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9145 members 
Mstep: Class 43 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062144.000000 Penalty: 99531.296875
Iteration 136Q: 44 clusters Score -1.540621e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 6167 members 
Mstep: Class 3 contains 29234 members 
Mstep: Class 4 contains 15118 members 
Mstep: Class 5 contains 31800 members 
Mstep: Class 6 contains 71256 members 
Mstep: Class 7 contains 38301 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 99218 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 82007 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 120299 members 
Mstep: Class 14 contains 67700 members 
Mstep: Class 15 contains 181848 members 
Mstep: Class 16 contains 97382 members 
Mstep: Class 17 contains 86178 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7751 members 
Mstep: Class 22 contains 20899 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 17513 members 
Mstep: Class 25 contains 10909 members 
Mstep: Class 26 contains 20518 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30003 members 
Mstep: Class 29 contains 113597 members 
Mstep: Class 30 contains 29322 members 
Mstep: Class 31 contains 9579 members 
Mstep: Class 32 contains 2708 members 
Mstep: Class 33 contains 4713 members 
Mstep: Class 34 contains 41506 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29600 members 
Mstep: Class 37 contains 2627 members 
Mstep: Class 38 contains 20607 members 
Mstep: Class 39 contains 3280 members 
Mstep: Class 40 contains 4507 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9150 members 
Mstep: Class 43 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062368.000000 Penalty: 99531.296875
Iteration 137Q: 44 clusters Score -1.540624e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 6160 members 
Mstep: Class 3 contains 29200 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 31807 members 
Mstep: Class 6 contains 71272 members 
Mstep: Class 7 contains 38243 members 
Mstep: Class 8 contains 5169 members 
Mstep: Class 9 contains 98925 members 
Mstep: Class 10 contains 14991 members 
Mstep: Class 11 contains 82012 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 120271 members 
Mstep: Class 14 contains 67694 members 
Mstep: Class 15 contains 181917 members 
Mstep: Class 16 contains 97379 members 
Mstep: Class 17 contains 86584 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 20930 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 17501 members 
Mstep: Class 25 contains 10907 members 
Mstep: Class 26 contains 20484 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 30000 members 
Mstep: Class 29 contains 113617 members 
Mstep: Class 30 contains 29358 members 
Mstep: Class 31 contains 9575 members 
Mstep: Class 32 contains 2714 members 
Mstep: Class 33 contains 4716 members 
Mstep: Class 34 contains 41487 members 
Mstep: Class 35 contains 6211 members 
Mstep: Class 36 contains 29598 members 
Mstep: Class 37 contains 2631 members 
Mstep: Class 38 contains 20613 members 
Mstep: Class 39 contains 3281 members 
Mstep: Class 40 contains 4505 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9155 members 
Mstep: Class 43 contains 8197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062224.000000 Penalty: 99531.296875
Iteration 138Q: 44 clusters Score -1.540622e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 29165 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 5 contains 31816 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 38178 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 98649 members 
Mstep: Class 10 contains 15004 members 
Mstep: Class 11 contains 82014 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 120234 members 
Mstep: Class 14 contains 67685 members 
Mstep: Class 15 contains 181982 members 
Mstep: Class 16 contains 97376 members 
Mstep: Class 17 contains 87002 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7752 members 
Mstep: Class 22 contains 20960 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 17487 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 20462 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 29995 members 
Mstep: Class 29 contains 113635 members 
Mstep: Class 30 contains 29376 members 
Mstep: Class 31 contains 9566 members 
Mstep: Class 32 contains 2717 members 
Mstep: Class 33 contains 4719 members 
Mstep: Class 34 contains 41475 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29599 members 
Mstep: Class 37 contains 2633 members 
Mstep: Class 38 contains 20619 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4506 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9158 members 
Mstep: Class 43 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062448.000000 Penalty: 99531.296875
Iteration 139Q: 44 clusters Score -1.540624e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 29132 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 5 contains 31832 members 
Mstep: Class 6 contains 71308 members 
Mstep: Class 7 contains 38100 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 98355 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 11 contains 82026 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 120198 members 
Mstep: Class 14 contains 67681 members 
Mstep: Class 15 contains 182046 members 
Mstep: Class 16 contains 97382 members 
Mstep: Class 17 contains 87351 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3270 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 20988 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 17475 members 
Mstep: Class 25 contains 10910 members 
Mstep: Class 26 contains 20440 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 29989 members 
Mstep: Class 29 contains 113660 members 
Mstep: Class 30 contains 29395 members 
Mstep: Class 31 contains 9552 members 
Mstep: Class 32 contains 2720 members 
Mstep: Class 33 contains 4721 members 
Mstep: Class 34 contains 41474 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29596 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 20623 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4508 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9158 members 
Mstep: Class 43 contains 8210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062816.000000 Penalty: 99531.296875
Iteration 140F: 44 clusters Score -1.540628e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 29102 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 31837 members 
Mstep: Class 6 contains 71332 members 
Mstep: Class 7 contains 38035 members 
Mstep: Class 8 contains 5278 members 
Mstep: Class 9 contains 98065 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 82029 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 120183 members 
Mstep: Class 14 contains 67677 members 
Mstep: Class 15 contains 182123 members 
Mstep: Class 16 contains 97366 members 
Mstep: Class 17 contains 87704 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7755 members 
Mstep: Class 22 contains 21016 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 10910 members 
Mstep: Class 26 contains 20427 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 29990 members 
Mstep: Class 29 contains 113681 members 
Mstep: Class 30 contains 29401 members 
Mstep: Class 31 contains 9543 members 
Mstep: Class 32 contains 2721 members 
Mstep: Class 33 contains 4723 members 
Mstep: Class 34 contains 41465 members 
Mstep: Class 35 contains 6215 members 
Mstep: Class 36 contains 29599 members 
Mstep: Class 37 contains 2642 members 
Mstep: Class 38 contains 20631 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4516 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9158 members 
Mstep: Class 43 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063168.000000 Penalty: 99531.296875
Iteration 141Q: 44 clusters Score -1.540632e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 29083 members 
Mstep: Class 4 contains 15118 members 
Mstep: Class 5 contains 31847 members 
Mstep: Class 6 contains 71346 members 
Mstep: Class 7 contains 37981 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 97834 members 
Mstep: Class 10 contains 15023 members 
Mstep: Class 11 contains 82036 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 120161 members 
Mstep: Class 14 contains 67670 members 
Mstep: Class 15 contains 182159 members 
Mstep: Class 16 contains 97344 members 
Mstep: Class 17 contains 88041 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 21037 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 17437 members 
Mstep: Class 25 contains 10914 members 
Mstep: Class 26 contains 20406 members 
Mstep: Class 27 contains 7126 members 
Mstep: Class 28 contains 29984 members 
Mstep: Class 29 contains 113693 members 
Mstep: Class 30 contains 29421 members 
Mstep: Class 31 contains 9536 members 
Mstep: Class 32 contains 2723 members 
Mstep: Class 33 contains 4725 members 
Mstep: Class 34 contains 41453 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29595 members 
Mstep: Class 37 contains 2645 members 
Mstep: Class 38 contains 20639 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4523 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9162 members 
Mstep: Class 43 contains 8221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062784.000000 Penalty: 99531.296875
Iteration 142Q: 44 clusters Score -1.540628e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 29064 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 31851 members 
Mstep: Class 6 contains 71358 members 
Mstep: Class 7 contains 37915 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 9 contains 97603 members 
Mstep: Class 10 contains 15033 members 
Mstep: Class 11 contains 82049 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 120137 members 
Mstep: Class 14 contains 67663 members 
Mstep: Class 15 contains 182178 members 
Mstep: Class 16 contains 97327 members 
Mstep: Class 17 contains 88414 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 3272 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 21055 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 17410 members 
Mstep: Class 25 contains 10917 members 
Mstep: Class 26 contains 20379 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29987 members 
Mstep: Class 29 contains 113699 members 
Mstep: Class 30 contains 29447 members 
Mstep: Class 31 contains 9534 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4725 members 
Mstep: Class 34 contains 41456 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29581 members 
Mstep: Class 37 contains 2650 members 
Mstep: Class 38 contains 20648 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4527 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9168 members 
Mstep: Class 43 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063104.000000 Penalty: 99531.296875
Iteration 143Q: 44 clusters Score -1.540631e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155792 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 29044 members 
Mstep: Class 4 contains 15113 members 
Mstep: Class 5 contains 31852 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 37852 members 
Mstep: Class 8 contains 5407 members 
Mstep: Class 9 contains 97370 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 82055 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 120109 members 
Mstep: Class 14 contains 67660 members 
Mstep: Class 15 contains 182171 members 
Mstep: Class 16 contains 97320 members 
Mstep: Class 17 contains 88798 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 9175 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 21084 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 17381 members 
Mstep: Class 25 contains 10924 members 
Mstep: Class 26 contains 20346 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29984 members 
Mstep: Class 29 contains 113707 members 
Mstep: Class 30 contains 29489 members 
Mstep: Class 31 contains 9531 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 4728 members 
Mstep: Class 34 contains 41452 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29574 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 20656 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4529 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9173 members 
Mstep: Class 43 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063072.000000 Penalty: 99531.296875
Iteration 144Q: 44 clusters Score -1.540631e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155637 members 
Mstep: Class 2 contains 6099 members 
Mstep: Class 3 contains 29025 members 
Mstep: Class 4 contains 15107 members 
Mstep: Class 5 contains 31855 members 
Mstep: Class 6 contains 71394 members 
Mstep: Class 7 contains 37804 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 97169 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 82055 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 120086 members 
Mstep: Class 14 contains 67651 members 
Mstep: Class 15 contains 182168 members 
Mstep: Class 16 contains 97313 members 
Mstep: Class 17 contains 89176 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7757 members 
Mstep: Class 22 contains 21122 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 17351 members 
Mstep: Class 25 contains 10927 members 
Mstep: Class 26 contains 20314 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29983 members 
Mstep: Class 29 contains 113714 members 
Mstep: Class 30 contains 29521 members 
Mstep: Class 31 contains 9522 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 4729 members 
Mstep: Class 34 contains 41443 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29573 members 
Mstep: Class 37 contains 2661 members 
Mstep: Class 38 contains 20661 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4531 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9177 members 
Mstep: Class 43 contains 8229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063184.000000 Penalty: 99531.296875
Iteration 145Q: 44 clusters Score -1.540632e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 3 contains 29013 members 
Mstep: Class 4 contains 15108 members 
Mstep: Class 5 contains 31864 members 
Mstep: Class 6 contains 71395 members 
Mstep: Class 7 contains 37761 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 96970 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 82064 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 120059 members 
Mstep: Class 14 contains 67646 members 
Mstep: Class 15 contains 182162 members 
Mstep: Class 16 contains 97308 members 
Mstep: Class 17 contains 89519 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 3275 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 21150 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 10925 members 
Mstep: Class 26 contains 20286 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29981 members 
Mstep: Class 29 contains 113720 members 
Mstep: Class 30 contains 29549 members 
Mstep: Class 31 contains 9525 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 4735 members 
Mstep: Class 34 contains 41439 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29571 members 
Mstep: Class 37 contains 2666 members 
Mstep: Class 38 contains 20664 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4533 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9180 members 
Mstep: Class 43 contains 8231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063312.000000 Penalty: 99531.296875
Iteration 146Q: 44 clusters Score -1.540633e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 29008 members 
Mstep: Class 4 contains 15113 members 
Mstep: Class 5 contains 31875 members 
Mstep: Class 6 contains 71392 members 
Mstep: Class 7 contains 37723 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 96783 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 120022 members 
Mstep: Class 14 contains 67640 members 
Mstep: Class 15 contains 182180 members 
Mstep: Class 16 contains 97309 members 
Mstep: Class 17 contains 89834 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 7760 members 
Mstep: Class 22 contains 21173 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 17273 members 
Mstep: Class 25 contains 10930 members 
Mstep: Class 26 contains 20271 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29976 members 
Mstep: Class 29 contains 113723 members 
Mstep: Class 30 contains 29574 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 4742 members 
Mstep: Class 34 contains 41444 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29568 members 
Mstep: Class 37 contains 2671 members 
Mstep: Class 38 contains 20664 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9188 members 
Mstep: Class 43 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063664.000000 Penalty: 99531.296875
Iteration 147Q: 44 clusters Score -1.540637e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 3 contains 28999 members 
Mstep: Class 4 contains 15116 members 
Mstep: Class 5 contains 31887 members 
Mstep: Class 6 contains 71393 members 
Mstep: Class 7 contains 37690 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 96631 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 82077 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 119994 members 
Mstep: Class 14 contains 67637 members 
Mstep: Class 15 contains 182181 members 
Mstep: Class 16 contains 97304 members 
Mstep: Class 17 contains 90141 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7767 members 
Mstep: Class 22 contains 21187 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 17237 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 20243 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29970 members 
Mstep: Class 29 contains 113731 members 
Mstep: Class 30 contains 29594 members 
Mstep: Class 31 contains 9511 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4748 members 
Mstep: Class 34 contains 41449 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29566 members 
Mstep: Class 37 contains 2677 members 
Mstep: Class 38 contains 20668 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 4532 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9195 members 
Mstep: Class 43 contains 8234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063680.000000 Penalty: 99531.296875
Iteration 148Q: 44 clusters Score -1.540637e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155188 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 28973 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 31902 members 
Mstep: Class 6 contains 71392 members 
Mstep: Class 7 contains 37656 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 96476 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 82079 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 119976 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 15 contains 182183 members 
Mstep: Class 16 contains 97296 members 
Mstep: Class 17 contains 90392 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7766 members 
Mstep: Class 22 contains 21222 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 17202 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 20219 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29964 members 
Mstep: Class 29 contains 113724 members 
Mstep: Class 30 contains 29614 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4757 members 
Mstep: Class 34 contains 41457 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29563 members 
Mstep: Class 37 contains 2684 members 
Mstep: Class 38 contains 20673 members 
Mstep: Class 39 contains 3283 members 
Mstep: Class 40 contains 4541 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9205 members 
Mstep: Class 43 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063856.000000 Penalty: 99531.296875
Iteration 149Q: 44 clusters Score -1.540639e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 28940 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 31909 members 
Mstep: Class 6 contains 71398 members 
Mstep: Class 7 contains 37639 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 96302 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 82093 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 119961 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 182199 members 
Mstep: Class 16 contains 97291 members 
Mstep: Class 17 contains 90620 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7767 members 
Mstep: Class 22 contains 21259 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 17167 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29958 members 
Mstep: Class 29 contains 113720 members 
Mstep: Class 30 contains 29628 members 
Mstep: Class 31 contains 9511 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4759 members 
Mstep: Class 34 contains 41465 members 
Mstep: Class 35 contains 6211 members 
Mstep: Class 36 contains 29560 members 
Mstep: Class 37 contains 2692 members 
Mstep: Class 38 contains 20682 members 
Mstep: Class 39 contains 3285 members 
Mstep: Class 40 contains 4534 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9218 members 
Mstep: Class 43 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064048.000000 Penalty: 99531.296875
Iteration 150Q: 44 clusters Score -1.54064e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 28916 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 31916 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 37615 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 96120 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 82107 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 119935 members 
Mstep: Class 14 contains 67627 members 
Mstep: Class 15 contains 182215 members 
Mstep: Class 16 contains 97291 members 
Mstep: Class 17 contains 90851 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 3280 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 21286 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 17124 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 20147 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29949 members 
Mstep: Class 29 contains 113716 members 
Mstep: Class 30 contains 29655 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4761 members 
Mstep: Class 34 contains 41481 members 
Mstep: Class 35 contains 6211 members 
Mstep: Class 36 contains 29554 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 20685 members 
Mstep: Class 39 contains 3286 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9226 members 
Mstep: Class 43 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063840.000000 Penalty: 99531.296875
Iteration 151Q: 44 clusters Score -1.540638e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 28883 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 31928 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 37586 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 95937 members 
Mstep: Class 10 contains 15117 members 
Mstep: Class 11 contains 82111 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 119908 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 182228 members 
Mstep: Class 16 contains 97300 members 
Mstep: Class 17 contains 91095 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3283 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7776 members 
Mstep: Class 22 contains 21315 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 17081 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 20115 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29947 members 
Mstep: Class 29 contains 113715 members 
Mstep: Class 30 contains 29676 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4764 members 
Mstep: Class 34 contains 41502 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29550 members 
Mstep: Class 37 contains 2701 members 
Mstep: Class 38 contains 20690 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4538 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9239 members 
Mstep: Class 43 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064064.000000 Penalty: 99531.296875
Iteration 152Q: 44 clusters Score -1.540641e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154909 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 28863 members 
Mstep: Class 4 contains 15114 members 
Mstep: Class 5 contains 31939 members 
Mstep: Class 6 contains 71399 members 
Mstep: Class 7 contains 37556 members 
Mstep: Class 8 contains 5737 members 
Mstep: Class 9 contains 95782 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 82106 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119892 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 182211 members 
Mstep: Class 16 contains 97303 members 
Mstep: Class 17 contains 91329 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 21347 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 17050 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 20100 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29941 members 
Mstep: Class 29 contains 113723 members 
Mstep: Class 30 contains 29695 members 
Mstep: Class 31 contains 9514 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4765 members 
Mstep: Class 34 contains 41512 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29548 members 
Mstep: Class 37 contains 2703 members 
Mstep: Class 38 contains 20700 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4534 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 9249 members 
Mstep: Class 43 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064288.000000 Penalty: 99531.296875
Iteration 153Q: 44 clusters Score -1.540643e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 28831 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 31946 members 
Mstep: Class 6 contains 71405 members 
Mstep: Class 7 contains 37523 members 
Mstep: Class 8 contains 5779 members 
Mstep: Class 9 contains 95671 members 
Mstep: Class 10 contains 15135 members 
Mstep: Class 11 contains 82098 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 119884 members 
Mstep: Class 14 contains 67627 members 
Mstep: Class 15 contains 182188 members 
Mstep: Class 16 contains 97298 members 
Mstep: Class 17 contains 91535 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21375 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 17030 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 20083 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29938 members 
Mstep: Class 29 contains 113725 members 
Mstep: Class 30 contains 29726 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4769 members 
Mstep: Class 34 contains 41492 members 
Mstep: Class 35 contains 6215 members 
Mstep: Class 36 contains 29545 members 
Mstep: Class 37 contains 2707 members 
Mstep: Class 38 contains 20707 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4531 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 9258 members 
Mstep: Class 43 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064128.000000 Penalty: 99531.296875
Iteration 154Q: 44 clusters Score -1.540641e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 28812 members 
Mstep: Class 4 contains 15113 members 
Mstep: Class 5 contains 31956 members 
Mstep: Class 6 contains 71406 members 
Mstep: Class 7 contains 37495 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 95520 members 
Mstep: Class 10 contains 15138 members 
Mstep: Class 11 contains 82087 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 119879 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 182169 members 
Mstep: Class 16 contains 97288 members 
Mstep: Class 17 contains 91733 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21407 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 17007 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 20074 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29936 members 
Mstep: Class 29 contains 113726 members 
Mstep: Class 30 contains 29749 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 4770 members 
Mstep: Class 34 contains 41472 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29544 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 20717 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4528 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9266 members 
Mstep: Class 43 contains 8254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064304.000000 Penalty: 99531.296875
Iteration 155Q: 44 clusters Score -1.540643e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 28784 members 
Mstep: Class 4 contains 15112 members 
Mstep: Class 5 contains 31967 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 37475 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 95388 members 
Mstep: Class 10 contains 15153 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 119861 members 
Mstep: Class 14 contains 67630 members 
Mstep: Class 15 contains 182156 members 
Mstep: Class 16 contains 97284 members 
Mstep: Class 17 contains 91901 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 21438 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16990 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29930 members 
Mstep: Class 29 contains 113726 members 
Mstep: Class 30 contains 29769 members 
Mstep: Class 31 contains 9513 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 4773 members 
Mstep: Class 34 contains 41461 members 
Mstep: Class 35 contains 6215 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 20722 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4528 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9279 members 
Mstep: Class 43 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064208.000000 Penalty: 99531.296875
Iteration 156Q: 44 clusters Score -1.540642e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 28748 members 
Mstep: Class 4 contains 15108 members 
Mstep: Class 5 contains 31969 members 
Mstep: Class 6 contains 71402 members 
Mstep: Class 7 contains 37442 members 
Mstep: Class 8 contains 5880 members 
Mstep: Class 9 contains 95264 members 
Mstep: Class 10 contains 15161 members 
Mstep: Class 11 contains 82080 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 119864 members 
Mstep: Class 14 contains 67632 members 
Mstep: Class 15 contains 182144 members 
Mstep: Class 16 contains 97271 members 
Mstep: Class 17 contains 92029 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 7782 members 
Mstep: Class 22 contains 21472 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16975 members 
Mstep: Class 25 contains 10941 members 
Mstep: Class 26 contains 20053 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29930 members 
Mstep: Class 29 contains 113731 members 
Mstep: Class 30 contains 29782 members 
Mstep: Class 31 contains 9508 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4777 members 
Mstep: Class 34 contains 41449 members 
Mstep: Class 35 contains 6216 members 
Mstep: Class 36 contains 29541 members 
Mstep: Class 37 contains 2719 members 
Mstep: Class 38 contains 20724 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9287 members 
Mstep: Class 43 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064352.000000 Penalty: 99531.296875
Iteration 157Q: 44 clusters Score -1.540644e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 5957 members 
Mstep: Class 3 contains 28715 members 
Mstep: Class 4 contains 15103 members 
Mstep: Class 5 contains 31973 members 
Mstep: Class 6 contains 71392 members 
Mstep: Class 7 contains 37396 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 95166 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 82080 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 119855 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 182123 members 
Mstep: Class 16 contains 97267 members 
Mstep: Class 17 contains 92149 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 21 contains 7782 members 
Mstep: Class 22 contains 21514 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16964 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 20042 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29928 members 
Mstep: Class 29 contains 113739 members 
Mstep: Class 30 contains 29805 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4780 members 
Mstep: Class 34 contains 41442 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29539 members 
Mstep: Class 37 contains 2722 members 
Mstep: Class 38 contains 20727 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4533 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9299 members 
Mstep: Class 43 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064288.000000 Penalty: 99531.296875
Iteration 158Q: 44 clusters Score -1.540643e+08 nChanged 767
Entering ConstructFrom: 
Score: -154064288.000000 Penalty: 99531.296875
Entering ConstructFrom: 
Trying to split cluster 1 (154871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Entering Unmasked Estep 
Score: -16244995.000000 Penalty: 1941.931519
	Iteration 0F: 2 clusters Score -1.6245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -16144821.000000 Penalty: 3883.863037
	Iteration 0F: 3 clusters Score -1.614482e+07 nChanged 74957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -16188630.000000 Penalty: 3883.863037
	Iteration 1F: 3 clusters Score -1.618863e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -16189472.000000 Penalty: 3883.863037
	Iteration 2Q: 3 clusters Score -1.618947e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -16190493.000000 Penalty: 3883.863037
	Iteration 3Q: 3 clusters Score -1.619049e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -16191661.000000 Penalty: 3883.863037
	Iteration 4Q: 3 clusters Score -1.619166e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -16193570.000000 Penalty: 3883.863037
	Iteration 5Q: 3 clusters Score -1.619357e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -16196866.000000 Penalty: 3883.863037
	Iteration 6Q: 3 clusters Score -1.619687e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -16202907.000000 Penalty: 3883.863037
	Iteration 7F: 3 clusters Score -1.620291e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -16212572.000000 Penalty: 3883.863037
	Iteration 8F: 3 clusters Score -1.621257e+07 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -16225147.000000 Penalty: 3883.863037
	Iteration 9F: 3 clusters Score -1.622515e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144519 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -16236110.000000 Penalty: 3883.863037
	Iteration 10F: 3 clusters Score -1.623611e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -16240890.000000 Penalty: 3883.863037
	Iteration 11Q: 3 clusters Score -1.624089e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153534 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16242450.000000 Penalty: 3883.863037
	Iteration 12Q: 3 clusters Score -1.624245e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16242991.000000 Penalty: 3883.863037
	Iteration 13Q: 3 clusters Score -1.624299e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154514 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16243150.000000 Penalty: 3883.863037
	Iteration 14Q: 3 clusters Score -1.624315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16243207.000000 Penalty: 3883.863037
	Iteration 15Q: 3 clusters Score -1.624321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154597 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16243233.000000 Penalty: 3883.863037
	Iteration 16Q: 3 clusters Score -1.624323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154607 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16243238.000000 Penalty: 3883.863037
	Iteration 17Q: 3 clusters Score -1.624324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16243260.000000 Penalty: 3883.863037
	Iteration 18Q: 3 clusters Score -1.624326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16243258.000000 Penalty: 3883.863037
	Iteration 19Q: 3 clusters Score -1.624326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16243260.000000 Penalty: 3883.863037
	Iteration 20F: 3 clusters Score -1.624326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16243279.000000 Penalty: 3883.863037
	Iteration 21Q: 3 clusters Score -1.624328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16243275.000000 Penalty: 3883.863037
	Iteration 22Q: 3 clusters Score -1.624328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16243266.000000 Penalty: 3883.863037
	Iteration 23Q: 3 clusters Score -1.624327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16243285.000000 Penalty: 3883.863037
	Iteration 24Q: 3 clusters Score -1.624328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16243285.000000 Penalty: 3883.863037
	Iteration 25Q: 3 clusters Score -1.624328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16243296.000000 Penalty: 3883.863037
	Iteration 26Q: 3 clusters Score -1.62433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16243292.000000 Penalty: 3883.863037
	Iteration 27Q: 3 clusters Score -1.624329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16243296.000000 Penalty: 3883.863037
	Iteration 28Q: 3 clusters Score -1.62433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154631 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16243289.000000 Penalty: 3883.863037
	Iteration 29Q: 3 clusters Score -1.624329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154631 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16243289.000000 Penalty: 3883.863037
	Iteration 30F: 3 clusters Score -1.624329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -539390.875000 Penalty: 1412.201904
	Iteration 0F: 2 clusters Score -539390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -534834.375000 Penalty: 2824.403809
	Iteration 0F: 3 clusters Score -534834.4 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -536482.875000 Penalty: 2824.403809
	Iteration 1F: 3 clusters Score -536482.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -537179.937500 Penalty: 2824.403809
	Iteration 2F: 3 clusters Score -537179.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -537906.562500 Penalty: 2824.403809
	Iteration 3F: 3 clusters Score -537906.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -538538.250000 Penalty: 2824.403809
	Iteration 4F: 3 clusters Score -538538.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -539013.750000 Penalty: 2824.403809
	Iteration 5F: 3 clusters Score -539013.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -539338.437500 Penalty: 2824.403809
	Iteration 6F: 3 clusters Score -539338.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -539519.250000 Penalty: 2824.403809
	Iteration 7Q: 3 clusters Score -539519.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -539588.625000 Penalty: 2824.403809
	Iteration 8Q: 3 clusters Score -539588.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -539615.625000 Penalty: 2824.403809
	Iteration 9Q: 3 clusters Score -539615.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -539628.000000 Penalty: 2824.403809
	Iteration 10Q: 3 clusters Score -539628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -539634.062500 Penalty: 2824.403809
	Iteration 11Q: 3 clusters Score -539634.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -539636.187500 Penalty: 2824.403809
	Iteration 12Q: 3 clusters Score -539636.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -539639.437500 Penalty: 2824.403809
	Iteration 13Q: 3 clusters Score -539639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -539641.250000 Penalty: 2824.403809
	Iteration 14Q: 3 clusters Score -539641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -539641.812500 Penalty: 2824.403809
	Iteration 15Q: 3 clusters Score -539641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -539642.375000 Penalty: 2824.403809
	Iteration 16Q: 3 clusters Score -539642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -539644.000000 Penalty: 2824.403809
	Iteration 17Q: 3 clusters Score -539644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -539645.187500 Penalty: 2824.403809
	Iteration 18Q: 3 clusters Score -539645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -539645.687500 Penalty: 2824.403809
	Iteration 19Q: 3 clusters Score -539645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -539646.875000 Penalty: 2824.403809
	Iteration 20F: 3 clusters Score -539646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -539647.062500 Penalty: 2824.403809
	Iteration 21Q: 3 clusters Score -539647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -539646.937500 Penalty: 2824.403809
	Iteration 22Q: 3 clusters Score -539646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -539646.937500 Penalty: 2824.403809
	Iteration 23F: 3 clusters Score -539646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 113744 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 3302 members 
Entering Unmasked Estep 
Score: -154063616.000000 Penalty: 101845.984375
Splitting cluster 2 changes total score from -154064288.000000 to -154063616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (28687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Entering Unmasked Estep 
Score: -2946312.250000 Penalty: 1667.932373
	Iteration 0F: 2 clusters Score -2946312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2927075.250000 Penalty: 3335.864746
	Iteration 0F: 3 clusters Score -2927075 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2934219.000000 Penalty: 3335.864746
	Iteration 1F: 3 clusters Score -2934219 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2934662.250000 Penalty: 3335.864746
	Iteration 2Q: 3 clusters Score -2934662 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2935241.250000 Penalty: 3335.864746
	Iteration 3Q: 3 clusters Score -2935241 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2935989.500000 Penalty: 3335.864746
	Iteration 4F: 3 clusters Score -2935990 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2936975.750000 Penalty: 3335.864746
	Iteration 5F: 3 clusters Score -2936976 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2938341.000000 Penalty: 3335.864746
	Iteration 6F: 3 clusters Score -2938341 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2939715.750000 Penalty: 3335.864746
	Iteration 7F: 3 clusters Score -2939716 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2940831.250000 Penalty: 3335.864746
	Iteration 8F: 3 clusters Score -2940831 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2941707.500000 Penalty: 3335.864746
	Iteration 9F: 3 clusters Score -2941708 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2942276.250000 Penalty: 3335.864746
	Iteration 10Q: 3 clusters Score -2942276 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2942635.000000 Penalty: 3335.864746
	Iteration 11Q: 3 clusters Score -2942635 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2942858.250000 Penalty: 3335.864746
	Iteration 12Q: 3 clusters Score -2942858 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2943014.000000 Penalty: 3335.864746
	Iteration 13Q: 3 clusters Score -2943014 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2943137.500000 Penalty: 3335.864746
	Iteration 14Q: 3 clusters Score -2943138 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2943226.500000 Penalty: 3335.864746
	Iteration 15Q: 3 clusters Score -2943226 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2943302.250000 Penalty: 3335.864746
	Iteration 16Q: 3 clusters Score -2943302 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2943351.750000 Penalty: 3335.864746
	Iteration 17Q: 3 clusters Score -2943352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2943379.000000 Penalty: 3335.864746
	Iteration 18Q: 3 clusters Score -2943379 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2943419.750000 Penalty: 3335.864746
	Iteration 19Q: 3 clusters Score -2943420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2943453.750000 Penalty: 3335.864746
	Iteration 20F: 3 clusters Score -2943454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2943491.500000 Penalty: 3335.864746
	Iteration 21Q: 3 clusters Score -2943492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2943522.000000 Penalty: 3335.864746
	Iteration 22Q: 3 clusters Score -2943522 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2943538.750000 Penalty: 3335.864746
	Iteration 23Q: 3 clusters Score -2943539 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2943563.500000 Penalty: 3335.864746
	Iteration 24Q: 3 clusters Score -2943564 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2943603.500000 Penalty: 3335.864746
	Iteration 25Q: 3 clusters Score -2943604 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2943644.500000 Penalty: 3335.864746
	Iteration 26Q: 3 clusters Score -2943644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2943679.000000 Penalty: 3335.864746
	Iteration 27Q: 3 clusters Score -2943679 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2943712.750000 Penalty: 3335.864746
	Iteration 28Q: 3 clusters Score -2943713 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2943753.250000 Penalty: 3335.864746
	Iteration 29Q: 3 clusters Score -2943753 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2943793.500000 Penalty: 3335.864746
	Iteration 30Q: 3 clusters Score -2943794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2943814.000000 Penalty: 3335.864746
	Iteration 31Q: 3 clusters Score -2943814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2943830.000000 Penalty: 3335.864746
	Iteration 32Q: 3 clusters Score -2943830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2943847.000000 Penalty: 3335.864746
	Iteration 33Q: 3 clusters Score -2943847 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2943857.750000 Penalty: 3335.864746
	Iteration 34Q: 3 clusters Score -2943858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2943881.250000 Penalty: 3335.864746
	Iteration 35Q: 3 clusters Score -2943881 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2943894.500000 Penalty: 3335.864746
	Iteration 36Q: 3 clusters Score -2943894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2943904.000000 Penalty: 3335.864746
	Iteration 37Q: 3 clusters Score -2943904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2943931.250000 Penalty: 3335.864746
	Iteration 38Q: 3 clusters Score -2943931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2943941.250000 Penalty: 3335.864746
	Iteration 39Q: 3 clusters Score -2943941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2943955.500000 Penalty: 3335.864746
	Iteration 40F: 3 clusters Score -2943956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2943958.500000 Penalty: 3335.864746
	Iteration 41Q: 3 clusters Score -2943958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2943969.000000 Penalty: 3335.864746
	Iteration 42Q: 3 clusters Score -2943969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2943972.000000 Penalty: 3335.864746
	Iteration 43Q: 3 clusters Score -2943972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2943974.500000 Penalty: 3335.864746
	Iteration 44Q: 3 clusters Score -2943974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2943984.000000 Penalty: 3335.864746
	Iteration 45Q: 3 clusters Score -2943984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2943990.500000 Penalty: 3335.864746
	Iteration 46Q: 3 clusters Score -2943990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2943994.500000 Penalty: 3335.864746
	Iteration 47Q: 3 clusters Score -2943994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2944008.750000 Penalty: 3335.864746
	Iteration 48Q: 3 clusters Score -2944009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2944009.000000 Penalty: 3335.864746
	Iteration 49Q: 3 clusters Score -2944009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2944016.500000 Penalty: 3335.864746
	Iteration 50Q: 3 clusters Score -2944016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2944024.500000 Penalty: 3335.864746
	Iteration 51Q: 3 clusters Score -2944024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2944021.250000 Penalty: 3335.864746
	Iteration 52Q: 3 clusters Score -2944021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2944022.000000 Penalty: 3335.864746
	Iteration 53Q: 3 clusters Score -2944022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2944022.000000 Penalty: 3335.864746
	Iteration 54Q: 3 clusters Score -2944022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2944028.500000 Penalty: 3335.864746
	Iteration 55Q: 3 clusters Score -2944028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2944039.750000 Penalty: 3335.864746
	Iteration 56Q: 3 clusters Score -2944040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2944059.000000 Penalty: 3335.864746
	Iteration 57Q: 3 clusters Score -2944059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2944056.250000 Penalty: 3335.864746
	Iteration 58Q: 3 clusters Score -2944056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2944067.250000 Penalty: 3335.864746
	Iteration 59Q: 3 clusters Score -2944067 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2944078.500000 Penalty: 3335.864746
	Iteration 60F: 3 clusters Score -2944078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2944085.750000 Penalty: 3335.864746
	Iteration 61Q: 3 clusters Score -2944086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2944104.750000 Penalty: 3335.864746
	Iteration 62Q: 3 clusters Score -2944105 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2944110.750000 Penalty: 3335.864746
	Iteration 63Q: 3 clusters Score -2944111 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2944125.750000 Penalty: 3335.864746
	Iteration 64Q: 3 clusters Score -2944126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2944131.750000 Penalty: 3335.864746
	Iteration 65Q: 3 clusters Score -2944132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2944145.250000 Penalty: 3335.864746
	Iteration 66Q: 3 clusters Score -2944145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2944152.500000 Penalty: 3335.864746
	Iteration 67Q: 3 clusters Score -2944152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2944158.500000 Penalty: 3335.864746
	Iteration 68Q: 3 clusters Score -2944158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2944158.000000 Penalty: 3335.864746
	Iteration 69Q: 3 clusters Score -2944158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2944157.500000 Penalty: 3335.864746
	Iteration 70Q: 3 clusters Score -2944158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2944163.250000 Penalty: 3335.864746
	Iteration 71Q: 3 clusters Score -2944163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2944166.750000 Penalty: 3335.864746
	Iteration 72Q: 3 clusters Score -2944167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2944173.500000 Penalty: 3335.864746
	Iteration 73Q: 3 clusters Score -2944174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2944182.250000 Penalty: 3335.864746
	Iteration 74Q: 3 clusters Score -2944182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2944189.750000 Penalty: 3335.864746
	Iteration 75Q: 3 clusters Score -2944190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2944187.000000 Penalty: 3335.864746
	Iteration 76Q: 3 clusters Score -2944187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2944183.750000 Penalty: 3335.864746
	Iteration 77Q: 3 clusters Score -2944184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2944196.250000 Penalty: 3335.864746
	Iteration 78Q: 3 clusters Score -2944196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2944206.000000 Penalty: 3335.864746
	Iteration 79Q: 3 clusters Score -2944206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2944205.500000 Penalty: 3335.864746
	Iteration 80F: 3 clusters Score -2944206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2944219.000000 Penalty: 3335.864746
	Iteration 81Q: 3 clusters Score -2944219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2944223.000000 Penalty: 3335.864746
	Iteration 82Q: 3 clusters Score -2944223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2944232.000000 Penalty: 3335.864746
	Iteration 83Q: 3 clusters Score -2944232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2944239.500000 Penalty: 3335.864746
	Iteration 84Q: 3 clusters Score -2944240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2944237.000000 Penalty: 3335.864746
	Iteration 85Q: 3 clusters Score -2944237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2944251.250000 Penalty: 3335.864746
	Iteration 86Q: 3 clusters Score -2944251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2944253.250000 Penalty: 3335.864746
	Iteration 87Q: 3 clusters Score -2944253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2944248.000000 Penalty: 3335.864746
	Iteration 88Q: 3 clusters Score -2944248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2944262.250000 Penalty: 3335.864746
	Iteration 89Q: 3 clusters Score -2944262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2944270.500000 Penalty: 3335.864746
	Iteration 90Q: 3 clusters Score -2944270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2944274.250000 Penalty: 3335.864746
	Iteration 91Q: 3 clusters Score -2944274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2944284.250000 Penalty: 3335.864746
	Iteration 92Q: 3 clusters Score -2944284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2944283.000000 Penalty: 3335.864746
	Iteration 93Q: 3 clusters Score -2944283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2944284.250000 Penalty: 3335.864746
	Iteration 94Q: 3 clusters Score -2944284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2944288.500000 Penalty: 3335.864746
	Iteration 95Q: 3 clusters Score -2944288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2944290.500000 Penalty: 3335.864746
	Iteration 96Q: 3 clusters Score -2944290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2944292.750000 Penalty: 3335.864746
	Iteration 97Q: 3 clusters Score -2944293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2944298.750000 Penalty: 3335.864746
	Iteration 98Q: 3 clusters Score -2944299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2944300.250000 Penalty: 3335.864746
	Iteration 99Q: 3 clusters Score -2944300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2944297.750000 Penalty: 3335.864746
	Iteration 100F: 3 clusters Score -2944298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2944296.750000 Penalty: 3335.864746
	Iteration 101Q: 3 clusters Score -2944297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2944298.250000 Penalty: 3335.864746
	Iteration 102Q: 3 clusters Score -2944298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2944306.500000 Penalty: 3335.864746
	Iteration 103Q: 3 clusters Score -2944306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2944309.750000 Penalty: 3335.864746
	Iteration 104Q: 3 clusters Score -2944310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2944311.500000 Penalty: 3335.864746
	Iteration 105Q: 3 clusters Score -2944312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2944313.500000 Penalty: 3335.864746
	Iteration 106Q: 3 clusters Score -2944314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2944306.750000 Penalty: 3335.864746
	Iteration 107Q: 3 clusters Score -2944307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2944304.500000 Penalty: 3335.864746
	Iteration 108Q: 3 clusters Score -2944304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2944312.500000 Penalty: 3335.864746
	Iteration 109Q: 3 clusters Score -2944312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2944315.750000 Penalty: 3335.864746
	Iteration 110Q: 3 clusters Score -2944316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2944306.750000 Penalty: 3335.864746
	Iteration 111Q: 3 clusters Score -2944307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2944309.750000 Penalty: 3335.864746
	Iteration 112Q: 3 clusters Score -2944310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2944317.250000 Penalty: 3335.864746
	Iteration 113Q: 3 clusters Score -2944317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2944319.000000 Penalty: 3335.864746
	Iteration 114Q: 3 clusters Score -2944319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2944319.000000 Penalty: 3335.864746
	Iteration 115Q: 3 clusters Score -2944319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2944322.250000 Penalty: 3335.864746
	Iteration 116Q: 3 clusters Score -2944322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2944323.250000 Penalty: 3335.864746
	Iteration 117Q: 3 clusters Score -2944323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2944319.250000 Penalty: 3335.864746
	Iteration 118Q: 3 clusters Score -2944319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2944314.000000 Penalty: 3335.864746
	Iteration 119Q: 3 clusters Score -2944314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2944318.500000 Penalty: 3335.864746
	Iteration 120F: 3 clusters Score -2944318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2944317.000000 Penalty: 3335.864746
	Iteration 121Q: 3 clusters Score -2944317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2944321.000000 Penalty: 3335.864746
	Iteration 122Q: 3 clusters Score -2944321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2944317.000000 Penalty: 3335.864746
	Iteration 123Q: 3 clusters Score -2944317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2944319.000000 Penalty: 3335.864746
	Iteration 124Q: 3 clusters Score -2944319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2944321.250000 Penalty: 3335.864746
	Iteration 125Q: 3 clusters Score -2944321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2944328.750000 Penalty: 3335.864746
	Iteration 126Q: 3 clusters Score -2944329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2944324.250000 Penalty: 3335.864746
	Iteration 127Q: 3 clusters Score -2944324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2944330.750000 Penalty: 3335.864746
	Iteration 128Q: 3 clusters Score -2944331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2944333.500000 Penalty: 3335.864746
	Iteration 129Q: 3 clusters Score -2944334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2944343.250000 Penalty: 3335.864746
	Iteration 130Q: 3 clusters Score -2944343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2944347.750000 Penalty: 3335.864746
	Iteration 131Q: 3 clusters Score -2944348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2944354.750000 Penalty: 3335.864746
	Iteration 132Q: 3 clusters Score -2944355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2944359.500000 Penalty: 3335.864746
	Iteration 133Q: 3 clusters Score -2944360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2944360.500000 Penalty: 3335.864746
	Iteration 134Q: 3 clusters Score -2944360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2944359.000000 Penalty: 3335.864746
	Iteration 135Q: 3 clusters Score -2944359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2944361.000000 Penalty: 3335.864746
	Iteration 136Q: 3 clusters Score -2944361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2944352.000000 Penalty: 3335.864746
	Iteration 137Q: 3 clusters Score -2944352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2944350.250000 Penalty: 3335.864746
	Iteration 138Q: 3 clusters Score -2944350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2944351.500000 Penalty: 3335.864746
	Iteration 139Q: 3 clusters Score -2944352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2944353.750000 Penalty: 3335.864746
	Iteration 140F: 3 clusters Score -2944354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2944358.500000 Penalty: 3335.864746
	Iteration 141Q: 3 clusters Score -2944358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2944356.500000 Penalty: 3335.864746
	Iteration 142Q: 3 clusters Score -2944356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2944359.750000 Penalty: 3335.864746
	Iteration 143Q: 3 clusters Score -2944360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2944365.000000 Penalty: 3335.864746
	Iteration 144Q: 3 clusters Score -2944365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2944365.750000 Penalty: 3335.864746
	Iteration 145Q: 3 clusters Score -2944366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2944374.500000 Penalty: 3335.864746
	Iteration 146Q: 3 clusters Score -2944374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2944376.250000 Penalty: 3335.864746
	Iteration 147Q: 3 clusters Score -2944376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2944382.250000 Penalty: 3335.864746
	Iteration 148Q: 3 clusters Score -2944382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2944381.250000 Penalty: 3335.864746
	Iteration 149Q: 3 clusters Score -2944381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2944386.750000 Penalty: 3335.864746
	Iteration 150Q: 3 clusters Score -2944387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2944388.750000 Penalty: 3335.864746
	Iteration 151Q: 3 clusters Score -2944389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2944385.500000 Penalty: 3335.864746
	Iteration 152Q: 3 clusters Score -2944386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2944398.000000 Penalty: 3335.864746
	Iteration 153Q: 3 clusters Score -2944398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2944402.500000 Penalty: 3335.864746
	Iteration 154Q: 3 clusters Score -2944402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2944404.750000 Penalty: 3335.864746
	Iteration 155Q: 3 clusters Score -2944405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2944407.500000 Penalty: 3335.864746
	Iteration 156Q: 3 clusters Score -2944408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2944413.750000 Penalty: 3335.864746
	Iteration 157Q: 3 clusters Score -2944414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2944415.750000 Penalty: 3335.864746
	Iteration 158Q: 3 clusters Score -2944416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2944412.000000 Penalty: 3335.864746
	Iteration 159Q: 3 clusters Score -2944412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2944421.500000 Penalty: 3335.864746
	Iteration 160F: 3 clusters Score -2944422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2944422.750000 Penalty: 3335.864746
	Iteration 161Q: 3 clusters Score -2944423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2944422.000000 Penalty: 3335.864746
	Iteration 162Q: 3 clusters Score -2944422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2944427.500000 Penalty: 3335.864746
	Iteration 163Q: 3 clusters Score -2944428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2944424.250000 Penalty: 3335.864746
	Iteration 164Q: 3 clusters Score -2944424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2944427.750000 Penalty: 3335.864746
	Iteration 165Q: 3 clusters Score -2944428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2944430.250000 Penalty: 3335.864746
	Iteration 166Q: 3 clusters Score -2944430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2944437.500000 Penalty: 3335.864746
	Iteration 167Q: 3 clusters Score -2944438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2944445.250000 Penalty: 3335.864746
	Iteration 168Q: 3 clusters Score -2944445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2944449.500000 Penalty: 3335.864746
	Iteration 169Q: 3 clusters Score -2944450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2944451.000000 Penalty: 3335.864746
	Iteration 170Q: 3 clusters Score -2944451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2944448.250000 Penalty: 3335.864746
	Iteration 171Q: 3 clusters Score -2944448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2944449.750000 Penalty: 3335.864746
	Iteration 172Q: 3 clusters Score -2944450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2944451.250000 Penalty: 3335.864746
	Iteration 173Q: 3 clusters Score -2944451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2944456.750000 Penalty: 3335.864746
	Iteration 174Q: 3 clusters Score -2944457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2944455.250000 Penalty: 3335.864746
	Iteration 175Q: 3 clusters Score -2944455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2944453.750000 Penalty: 3335.864746
	Iteration 176Q: 3 clusters Score -2944454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2944451.750000 Penalty: 3335.864746
	Iteration 177Q: 3 clusters Score -2944452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2944454.750000 Penalty: 3335.864746
	Iteration 178Q: 3 clusters Score -2944455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2944459.750000 Penalty: 3335.864746
	Iteration 179Q: 3 clusters Score -2944460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2944462.000000 Penalty: 3335.864746
	Iteration 180F: 3 clusters Score -2944462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2944456.000000 Penalty: 3335.864746
	Iteration 181Q: 3 clusters Score -2944456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2944459.250000 Penalty: 3335.864746
	Iteration 182Q: 3 clusters Score -2944459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2944469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2944484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2944488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2944495.000000 Penalty: 3335.864746
	Iteration 186Q: 3 clusters Score -2944495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2944500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2944508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2944510.250000 Penalty: 3335.864746
	Iteration 189Q: 3 clusters Score -2944510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2944511.250000 Penalty: 3335.864746
	Iteration 190Q: 3 clusters Score -2944511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2944511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2944512.000000 Penalty: 3335.864746
	Iteration 192Q: 3 clusters Score -2944512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2944517.250000 Penalty: 3335.864746
	Iteration 193Q: 3 clusters Score -2944517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2944515.000000 Penalty: 3335.864746
	Iteration 194Q: 3 clusters Score -2944515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2944522.250000 Penalty: 3335.864746
	Iteration 195Q: 3 clusters Score -2944522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2944532.250000 Penalty: 3335.864746
	Iteration 196Q: 3 clusters Score -2944532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2944534.500000 Penalty: 3335.864746
	Iteration 197Q: 3 clusters Score -2944534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2944534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2944535.500000 Penalty: 3335.864746
	Iteration 199Q: 3 clusters Score -2944536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2944536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2944538.500000 Penalty: 3335.864746
	Iteration 201Q: 3 clusters Score -2944538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2944547.000000 Penalty: 3335.864746
	Iteration 202Q: 3 clusters Score -2944547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2944545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2944554.750000 Penalty: 3335.864746
	Iteration 204Q: 3 clusters Score -2944555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2944550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2944554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2944554 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2944559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2944555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2944554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2944554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2944562 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2944567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2944566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2944560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2944565 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2944572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2944565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2944579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2944581 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24391 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2944585 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24432 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2944594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2944592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2944596 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2944602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2944604 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2944604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2944621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2944623.500000 Penalty: 3335.864746
	Iteration 229Q: 3 clusters Score -2944624 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2944634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2944628.250000 Penalty: 3335.864746
	Iteration 231Q: 3 clusters Score -2944628 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2944631.000000 Penalty: 3335.864746
	Iteration 232Q: 3 clusters Score -2944631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2944644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2944645 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24948 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2944655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2944660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2944658 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2944664 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2944668 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25146 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2944674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2944678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2944681 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2944688 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2944689 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2944693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2944700.750000 Penalty: 3335.864746
	Iteration 246Q: 3 clusters Score -2944701 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2944707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2944713 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2944718 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2944726 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2944723.000000 Penalty: 3335.864746
	Iteration 251Q: 3 clusters Score -2944723 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2944732 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2944742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2944750 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2944754 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25642 members 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2944764 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2944771 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25713 members 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -2944773 nChanged 36
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Mstep: Class 1 contains 25745 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -2944780 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25777 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2944777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2944788 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25841 members 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2944792 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25874 members 
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Entering Unmasked Estep 
Score: -2944801.000000 Penalty: 3335.864746
	Iteration 263Q: 3 clusters Score -2944801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2944800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2944808 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2944805 nChanged 31
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Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -2944808 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26017 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -2944812 nChanged 24
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Mstep: Class 1 contains 26039 members 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -2944813 nChanged 25
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Mstep: Class 1 contains 26062 members 
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Entering Unmasked Estep 
Score: -2944821.500000 Penalty: 3335.864746
	Iteration 270Q: 3 clusters Score -2944822 nChanged 24
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Mstep: Class 1 contains 26084 members 
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Entering Unmasked Estep 
Score: -2944817.000000 Penalty: 3335.864746
	Iteration 271Q: 3 clusters Score -2944817 nChanged 23
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Mstep: Class 1 contains 26107 members 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2944820 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2944822.000000 Penalty: 3335.864746
	Iteration 273Q: 3 clusters Score -2944822 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26145 members 
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Entering Unmasked Estep 
Score: -2944826.250000 Penalty: 3335.864746
	Iteration 274Q: 3 clusters Score -2944826 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2944825.750000 Penalty: 3335.864746
	Iteration 275Q: 3 clusters Score -2944826 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2944835.750000 Penalty: 3335.864746
	Iteration 276Q: 3 clusters Score -2944836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2944848.000000 Penalty: 3335.864746
	Iteration 277Q: 3 clusters Score -2944848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2944856.000000 Penalty: 3335.864746
	Iteration 278Q: 3 clusters Score -2944856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2944864.500000 Penalty: 3335.864746
	Iteration 279Q: 3 clusters Score -2944864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2944874.500000 Penalty: 3335.864746
	Iteration 280F: 3 clusters Score -2944874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2944883.500000 Penalty: 3335.864746
	Iteration 281Q: 3 clusters Score -2944884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2944888.250000 Penalty: 3335.864746
	Iteration 282Q: 3 clusters Score -2944888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2944894.750000 Penalty: 3335.864746
	Iteration 283Q: 3 clusters Score -2944895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2944902.000000 Penalty: 3335.864746
	Iteration 284Q: 3 clusters Score -2944902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2944905.500000 Penalty: 3335.864746
	Iteration 285Q: 3 clusters Score -2944906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2944905.000000 Penalty: 3335.864746
	Iteration 286Q: 3 clusters Score -2944905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2944920.250000 Penalty: 3335.864746
	Iteration 287Q: 3 clusters Score -2944920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2944926.500000 Penalty: 3335.864746
	Iteration 288Q: 3 clusters Score -2944926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2944927.500000 Penalty: 3335.864746
	Iteration 289Q: 3 clusters Score -2944928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2944932.500000 Penalty: 3335.864746
	Iteration 290Q: 3 clusters Score -2944932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2944935.500000 Penalty: 3335.864746
	Iteration 291Q: 3 clusters Score -2944936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2944938.250000 Penalty: 3335.864746
	Iteration 292Q: 3 clusters Score -2944938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2944940.000000 Penalty: 3335.864746
	Iteration 293Q: 3 clusters Score -2944940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2944951.500000 Penalty: 3335.864746
	Iteration 294Q: 3 clusters Score -2944952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2944950.250000 Penalty: 3335.864746
	Iteration 295Q: 3 clusters Score -2944950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2944954.500000 Penalty: 3335.864746
	Iteration 296Q: 3 clusters Score -2944954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2944954.750000 Penalty: 3335.864746
	Iteration 297Q: 3 clusters Score -2944955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2944963.000000 Penalty: 3335.864746
	Iteration 298Q: 3 clusters Score -2944963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2944966.500000 Penalty: 3335.864746
	Iteration 299Q: 3 clusters Score -2944966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2944971.500000 Penalty: 3335.864746
	Iteration 300F: 3 clusters Score -2944972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2944977.750000 Penalty: 3335.864746
	Iteration 301Q: 3 clusters Score -2944978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2944979.000000 Penalty: 3335.864746
	Iteration 302Q: 3 clusters Score -2944979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2944977.000000 Penalty: 3335.864746
	Iteration 303Q: 3 clusters Score -2944977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2944982.750000 Penalty: 3335.864746
	Iteration 304Q: 3 clusters Score -2944983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2944992.000000 Penalty: 3335.864746
	Iteration 305Q: 3 clusters Score -2944992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2944991.250000 Penalty: 3335.864746
	Iteration 306Q: 3 clusters Score -2944991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2944994.500000 Penalty: 3335.864746
	Iteration 307Q: 3 clusters Score -2944994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2945000.750000 Penalty: 3335.864746
	Iteration 308Q: 3 clusters Score -2945001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2945008.000000 Penalty: 3335.864746
	Iteration 309Q: 3 clusters Score -2945008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2945015.000000 Penalty: 3335.864746
	Iteration 310Q: 3 clusters Score -2945015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2945023.750000 Penalty: 3335.864746
	Iteration 311Q: 3 clusters Score -2945024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2945022.000000 Penalty: 3335.864746
	Iteration 312Q: 3 clusters Score -2945022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2945024.500000 Penalty: 3335.864746
	Iteration 313Q: 3 clusters Score -2945024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2945026.500000 Penalty: 3335.864746
	Iteration 314Q: 3 clusters Score -2945026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2945025.750000 Penalty: 3335.864746
	Iteration 315Q: 3 clusters Score -2945026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2945021.750000 Penalty: 3335.864746
	Iteration 316Q: 3 clusters Score -2945022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2945020.500000 Penalty: 3335.864746
	Iteration 317Q: 3 clusters Score -2945020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2945020.000000 Penalty: 3335.864746
	Iteration 318Q: 3 clusters Score -2945020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2945023.750000 Penalty: 3335.864746
	Iteration 319Q: 3 clusters Score -2945024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2945023.000000 Penalty: 3335.864746
	Iteration 320F: 3 clusters Score -2945023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2945025.500000 Penalty: 3335.864746
	Iteration 321Q: 3 clusters Score -2945026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2945024.250000 Penalty: 3335.864746
	Iteration 322Q: 3 clusters Score -2945024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2945021.000000 Penalty: 3335.864746
	Iteration 323Q: 3 clusters Score -2945021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2945021.000000 Penalty: 3335.864746
	Iteration 324F: 3 clusters Score -2945021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Entering Unmasked Estep 
Score: -1510386.625000 Penalty: 1563.691162
	Iteration 0F: 2 clusters Score -1510387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1500060.625000 Penalty: 3127.382324
	Iteration 0F: 3 clusters Score -1500061 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1504155.250000 Penalty: 3127.382324
	Iteration 1F: 3 clusters Score -1504155 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1504925.125000 Penalty: 3127.382324
	Iteration 2F: 3 clusters Score -1504925 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1505855.125000 Penalty: 3127.382324
	Iteration 3F: 3 clusters Score -1505855 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1506949.875000 Penalty: 3127.382324
	Iteration 4F: 3 clusters Score -1506950 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1508006.250000 Penalty: 3127.382324
	Iteration 5F: 3 clusters Score -1508006 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1508850.375000 Penalty: 3127.382324
	Iteration 6F: 3 clusters Score -1508850 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1509392.250000 Penalty: 3127.382324
	Iteration 7F: 3 clusters Score -1509392 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1509722.750000 Penalty: 3127.382324
	Iteration 8Q: 3 clusters Score -1509723 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1509917.875000 Penalty: 3127.382324
	Iteration 9Q: 3 clusters Score -1509918 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1510068.250000 Penalty: 3127.382324
	Iteration 10Q: 3 clusters Score -1510068 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1510166.375000 Penalty: 3127.382324
	Iteration 11Q: 3 clusters Score -1510166 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1510256.125000 Penalty: 3127.382324
	Iteration 12Q: 3 clusters Score -1510256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1510314.500000 Penalty: 3127.382324
	Iteration 13Q: 3 clusters Score -1510314 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1510366.625000 Penalty: 3127.382324
	Iteration 14Q: 3 clusters Score -1510367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1510405.375000 Penalty: 3127.382324
	Iteration 15Q: 3 clusters Score -1510405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1510428.750000 Penalty: 3127.382324
	Iteration 16Q: 3 clusters Score -1510429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1510451.875000 Penalty: 3127.382324
	Iteration 17Q: 3 clusters Score -1510452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1510472.125000 Penalty: 3127.382324
	Iteration 18Q: 3 clusters Score -1510472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1510503.500000 Penalty: 3127.382324
	Iteration 19Q: 3 clusters Score -1510504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1510518.000000 Penalty: 3127.382324
	Iteration 20F: 3 clusters Score -1510518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1510534.000000 Penalty: 3127.382324
	Iteration 21Q: 3 clusters Score -1510534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1510542.750000 Penalty: 3127.382324
	Iteration 22Q: 3 clusters Score -1510543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1510550.125000 Penalty: 3127.382324
	Iteration 23Q: 3 clusters Score -1510550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1510555.750000 Penalty: 3127.382324
	Iteration 24Q: 3 clusters Score -1510556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1510557.625000 Penalty: 3127.382324
	Iteration 25Q: 3 clusters Score -1510558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1510558.875000 Penalty: 3127.382324
	Iteration 26Q: 3 clusters Score -1510559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1510559.125000 Penalty: 3127.382324
	Iteration 27Q: 3 clusters Score -1510559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1510560.625000 Penalty: 3127.382324
	Iteration 28Q: 3 clusters Score -1510561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1510561.250000 Penalty: 3127.382324
	Iteration 29Q: 3 clusters Score -1510561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1510563.875000 Penalty: 3127.382324
	Iteration 30Q: 3 clusters Score -1510564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1510566.000000 Penalty: 3127.382324
	Iteration 31Q: 3 clusters Score -1510566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1510572.500000 Penalty: 3127.382324
	Iteration 32Q: 3 clusters Score -1510572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1510574.000000 Penalty: 3127.382324
	Iteration 33Q: 3 clusters Score -1510574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1510571.375000 Penalty: 3127.382324
	Iteration 34Q: 3 clusters Score -1510571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1510572.250000 Penalty: 3127.382324
	Iteration 35Q: 3 clusters Score -1510572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1510573.500000 Penalty: 3127.382324
	Iteration 36Q: 3 clusters Score -1510574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1510573.000000 Penalty: 3127.382324
	Iteration 37Q: 3 clusters Score -1510573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1510573.750000 Penalty: 3127.382324
	Iteration 38Q: 3 clusters Score -1510574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1510573.375000 Penalty: 3127.382324
	Iteration 39Q: 3 clusters Score -1510573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1510571.500000 Penalty: 3127.382324
	Iteration 40F: 3 clusters Score -1510572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1510573.625000 Penalty: 3127.382324
	Iteration 41Q: 3 clusters Score -1510574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1510575.375000 Penalty: 3127.382324
	Iteration 42Q: 3 clusters Score -1510575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1510579.500000 Penalty: 3127.382324
	Iteration 43Q: 3 clusters Score -1510580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1510577.125000 Penalty: 3127.382324
	Iteration 44Q: 3 clusters Score -1510577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1510578.375000 Penalty: 3127.382324
	Iteration 45Q: 3 clusters Score -1510578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1510575.750000 Penalty: 3127.382324
	Iteration 46Q: 3 clusters Score -1510576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1510577.250000 Penalty: 3127.382324
	Iteration 47Q: 3 clusters Score -1510577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1510579.250000 Penalty: 3127.382324
	Iteration 48Q: 3 clusters Score -1510579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1510579.250000 Penalty: 3127.382324
	Iteration 49F: 3 clusters Score -1510579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 113744 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 2841 members 
Entering Unmasked Estep 
Score: -154063744.000000 Penalty: 101845.984375
Splitting cluster 4 changes total score from -154064288.000000 to -154063744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (31982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Entering Unmasked Estep 
Score: -3255372.000000 Penalty: 1685.600952
	Iteration 0F: 2 clusters Score -3255372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3233879.250000 Penalty: 3371.201904
	Iteration 0F: 3 clusters Score -3233879 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3242140.250000 Penalty: 3371.201904
	Iteration 1F: 3 clusters Score -3242140 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3242816.750000 Penalty: 3371.201904
	Iteration 2F: 3 clusters Score -3242817 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3243584.000000 Penalty: 3371.201904
	Iteration 3F: 3 clusters Score -3243584 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3244518.500000 Penalty: 3371.201904
	Iteration 4F: 3 clusters Score -3244518 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3245669.750000 Penalty: 3371.201904
	Iteration 5F: 3 clusters Score -3245670 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3246925.750000 Penalty: 3371.201904
	Iteration 6F: 3 clusters Score -3246926 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3248053.000000 Penalty: 3371.201904
	Iteration 7F: 3 clusters Score -3248053 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3248968.000000 Penalty: 3371.201904
	Iteration 8F: 3 clusters Score -3248968 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3249659.500000 Penalty: 3371.201904
	Iteration 9Q: 3 clusters Score -3249660 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3250154.000000 Penalty: 3371.201904
	Iteration 10Q: 3 clusters Score -3250154 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3250530.500000 Penalty: 3371.201904
	Iteration 11Q: 3 clusters Score -3250530 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3250799.000000 Penalty: 3371.201904
	Iteration 12Q: 3 clusters Score -3250799 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3250959.750000 Penalty: 3371.201904
	Iteration 13Q: 3 clusters Score -3250960 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3251103.250000 Penalty: 3371.201904
	Iteration 14Q: 3 clusters Score -3251103 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3251243.750000 Penalty: 3371.201904
	Iteration 15Q: 3 clusters Score -3251244 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3251344.750000 Penalty: 3371.201904
	Iteration 16Q: 3 clusters Score -3251345 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3251446.250000 Penalty: 3371.201904
	Iteration 17Q: 3 clusters Score -3251446 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3251534.750000 Penalty: 3371.201904
	Iteration 18Q: 3 clusters Score -3251535 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3251638.000000 Penalty: 3371.201904
	Iteration 19Q: 3 clusters Score -3251638 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3251750.250000 Penalty: 3371.201904
	Iteration 20F: 3 clusters Score -3251750 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3251871.000000 Penalty: 3371.201904
	Iteration 21Q: 3 clusters Score -3251871 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3251981.250000 Penalty: 3371.201904
	Iteration 22Q: 3 clusters Score -3251981 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3252053.000000 Penalty: 3371.201904
	Iteration 23Q: 3 clusters Score -3252053 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3252118.250000 Penalty: 3371.201904
	Iteration 24Q: 3 clusters Score -3252118 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3252183.000000 Penalty: 3371.201904
	Iteration 25Q: 3 clusters Score -3252183 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3252210.750000 Penalty: 3371.201904
	Iteration 26Q: 3 clusters Score -3252211 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3252242.750000 Penalty: 3371.201904
	Iteration 27Q: 3 clusters Score -3252243 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3252267.500000 Penalty: 3371.201904
	Iteration 28Q: 3 clusters Score -3252268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3252280.250000 Penalty: 3371.201904
	Iteration 29Q: 3 clusters Score -3252280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3252290.750000 Penalty: 3371.201904
	Iteration 30Q: 3 clusters Score -3252291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3252306.250000 Penalty: 3371.201904
	Iteration 31Q: 3 clusters Score -3252306 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3252313.000000 Penalty: 3371.201904
	Iteration 32Q: 3 clusters Score -3252313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3252320.250000 Penalty: 3371.201904
	Iteration 33Q: 3 clusters Score -3252320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3252322.250000 Penalty: 3371.201904
	Iteration 34Q: 3 clusters Score -3252322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3252328.250000 Penalty: 3371.201904
	Iteration 35Q: 3 clusters Score -3252328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3252330.500000 Penalty: 3371.201904
	Iteration 36Q: 3 clusters Score -3252330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3252340.000000 Penalty: 3371.201904
	Iteration 37Q: 3 clusters Score -3252340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3252349.750000 Penalty: 3371.201904
	Iteration 38Q: 3 clusters Score -3252350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3252354.750000 Penalty: 3371.201904
	Iteration 39Q: 3 clusters Score -3252355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3252359.500000 Penalty: 3371.201904
	Iteration 40F: 3 clusters Score -3252360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3252364.000000 Penalty: 3371.201904
	Iteration 41Q: 3 clusters Score -3252364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3252361.250000 Penalty: 3371.201904
	Iteration 42Q: 3 clusters Score -3252361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3252374.250000 Penalty: 3371.201904
	Iteration 43Q: 3 clusters Score -3252374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3252377.250000 Penalty: 3371.201904
	Iteration 44Q: 3 clusters Score -3252377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3252382.000000 Penalty: 3371.201904
	Iteration 45Q: 3 clusters Score -3252382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3252382.750000 Penalty: 3371.201904
	Iteration 46Q: 3 clusters Score -3252383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3252386.250000 Penalty: 3371.201904
	Iteration 47Q: 3 clusters Score -3252386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3252396.250000 Penalty: 3371.201904
	Iteration 48Q: 3 clusters Score -3252396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3252400.000000 Penalty: 3371.201904
	Iteration 49Q: 3 clusters Score -3252400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3252405.000000 Penalty: 3371.201904
	Iteration 50Q: 3 clusters Score -3252405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3252399.500000 Penalty: 3371.201904
	Iteration 51Q: 3 clusters Score -3252400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3252403.250000 Penalty: 3371.201904
	Iteration 52Q: 3 clusters Score -3252403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3252415.750000 Penalty: 3371.201904
	Iteration 53Q: 3 clusters Score -3252416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3252426.500000 Penalty: 3371.201904
	Iteration 54Q: 3 clusters Score -3252426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3252435.250000 Penalty: 3371.201904
	Iteration 55Q: 3 clusters Score -3252435 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3252455.250000 Penalty: 3371.201904
	Iteration 56Q: 3 clusters Score -3252455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3252474.750000 Penalty: 3371.201904
	Iteration 57Q: 3 clusters Score -3252475 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3252505.000000 Penalty: 3371.201904
	Iteration 58Q: 3 clusters Score -3252505 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3252530.000000 Penalty: 3371.201904
	Iteration 59Q: 3 clusters Score -3252530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3252534.000000 Penalty: 3371.201904
	Iteration 60F: 3 clusters Score -3252534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3252556.250000 Penalty: 3371.201904
	Iteration 61Q: 3 clusters Score -3252556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3252603.000000 Penalty: 3371.201904
	Iteration 62Q: 3 clusters Score -3252603 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3252644.250000 Penalty: 3371.201904
	Iteration 63Q: 3 clusters Score -3252644 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3252656.750000 Penalty: 3371.201904
	Iteration 64Q: 3 clusters Score -3252657 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3252686.000000 Penalty: 3371.201904
	Iteration 65Q: 3 clusters Score -3252686 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3252712.500000 Penalty: 3371.201904
	Iteration 66Q: 3 clusters Score -3252712 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3252744.500000 Penalty: 3371.201904
	Iteration 67Q: 3 clusters Score -3252744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3252758.750000 Penalty: 3371.201904
	Iteration 68Q: 3 clusters Score -3252759 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3252785.750000 Penalty: 3371.201904
	Iteration 69Q: 3 clusters Score -3252786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3252805.250000 Penalty: 3371.201904
	Iteration 70Q: 3 clusters Score -3252805 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3252843.750000 Penalty: 3371.201904
	Iteration 71Q: 3 clusters Score -3252844 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3252854.500000 Penalty: 3371.201904
	Iteration 72Q: 3 clusters Score -3252854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3252891.750000 Penalty: 3371.201904
	Iteration 73Q: 3 clusters Score -3252892 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3252935.500000 Penalty: 3371.201904
	Iteration 74Q: 3 clusters Score -3252936 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3252959.500000 Penalty: 3371.201904
	Iteration 75Q: 3 clusters Score -3252960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3252997.250000 Penalty: 3371.201904
	Iteration 76Q: 3 clusters Score -3252997 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3253016.500000 Penalty: 3371.201904
	Iteration 77Q: 3 clusters Score -3253016 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3253073.750000 Penalty: 3371.201904
	Iteration 78Q: 3 clusters Score -3253074 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3253119.250000 Penalty: 3371.201904
	Iteration 79Q: 3 clusters Score -3253119 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3253163 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22442 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3253321 nChanged 236
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Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3253389 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3253430.000000 Penalty: 3371.201904
	Iteration 87Q: 3 clusters Score -3253430 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3253472.000000 Penalty: 3371.201904
	Iteration 88Q: 3 clusters Score -3253472 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3253525.250000 Penalty: 3371.201904
	Iteration 89Q: 3 clusters Score -3253525 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3253582.500000 Penalty: 3371.201904
	Iteration 90Q: 3 clusters Score -3253582 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3253619.250000 Penalty: 3371.201904
	Iteration 91Q: 3 clusters Score -3253619 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3253671.500000 Penalty: 3371.201904
	Iteration 92Q: 3 clusters Score -3253672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3253721.750000 Penalty: 3371.201904
	Iteration 93Q: 3 clusters Score -3253722 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3253761.500000 Penalty: 3371.201904
	Iteration 94Q: 3 clusters Score -3253762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3253805.250000 Penalty: 3371.201904
	Iteration 95Q: 3 clusters Score -3253805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3253854.500000 Penalty: 3371.201904
	Iteration 96Q: 3 clusters Score -3253854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3253892 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3253953.000000 Penalty: 3371.201904
	Iteration 98Q: 3 clusters Score -3253953 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3253996.000000 Penalty: 3371.201904
	Iteration 99Q: 3 clusters Score -3253996 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3254038.750000 Penalty: 3371.201904
	Iteration 100F: 3 clusters Score -3254039 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3254084 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3254122.750000 Penalty: 3371.201904
	Iteration 102Q: 3 clusters Score -3254123 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3254167.750000 Penalty: 3371.201904
	Iteration 103Q: 3 clusters Score -3254168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3254190.500000 Penalty: 3371.201904
	Iteration 104Q: 3 clusters Score -3254190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3254217.250000 Penalty: 3371.201904
	Iteration 105Q: 3 clusters Score -3254217 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3254235.500000 Penalty: 3371.201904
	Iteration 106Q: 3 clusters Score -3254236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3254265.750000 Penalty: 3371.201904
	Iteration 107Q: 3 clusters Score -3254266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3254282.750000 Penalty: 3371.201904
	Iteration 108Q: 3 clusters Score -3254283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3254295.000000 Penalty: 3371.201904
	Iteration 109Q: 3 clusters Score -3254295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3254315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3254344.500000 Penalty: 3371.201904
	Iteration 111Q: 3 clusters Score -3254344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3254359 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3254368.250000 Penalty: 3371.201904
	Iteration 113Q: 3 clusters Score -3254368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3254374.250000 Penalty: 3371.201904
	Iteration 114Q: 3 clusters Score -3254374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3254392.250000 Penalty: 3371.201904
	Iteration 115Q: 3 clusters Score -3254392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3254418.000000 Penalty: 3371.201904
	Iteration 116Q: 3 clusters Score -3254418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3254433.000000 Penalty: 3371.201904
	Iteration 117Q: 3 clusters Score -3254433 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3254442.250000 Penalty: 3371.201904
	Iteration 118Q: 3 clusters Score -3254442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3254460.000000 Penalty: 3371.201904
	Iteration 119Q: 3 clusters Score -3254460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3254469.500000 Penalty: 3371.201904
	Iteration 120F: 3 clusters Score -3254470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3254473.250000 Penalty: 3371.201904
	Iteration 121Q: 3 clusters Score -3254473 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3254479.750000 Penalty: 3371.201904
	Iteration 122Q: 3 clusters Score -3254480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3254486.500000 Penalty: 3371.201904
	Iteration 123Q: 3 clusters Score -3254486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3254492.500000 Penalty: 3371.201904
	Iteration 124Q: 3 clusters Score -3254492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3254494.750000 Penalty: 3371.201904
	Iteration 125Q: 3 clusters Score -3254495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3254492.000000 Penalty: 3371.201904
	Iteration 126Q: 3 clusters Score -3254492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3254504.250000 Penalty: 3371.201904
	Iteration 127Q: 3 clusters Score -3254504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3254498.500000 Penalty: 3371.201904
	Iteration 128Q: 3 clusters Score -3254498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3254508.250000 Penalty: 3371.201904
	Iteration 129Q: 3 clusters Score -3254508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3254518.750000 Penalty: 3371.201904
	Iteration 130Q: 3 clusters Score -3254519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3254520.750000 Penalty: 3371.201904
	Iteration 131Q: 3 clusters Score -3254521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3254527.500000 Penalty: 3371.201904
	Iteration 132Q: 3 clusters Score -3254528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3254533.250000 Penalty: 3371.201904
	Iteration 133Q: 3 clusters Score -3254533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3254544.500000 Penalty: 3371.201904
	Iteration 134Q: 3 clusters Score -3254544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3254542.250000 Penalty: 3371.201904
	Iteration 135Q: 3 clusters Score -3254542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3254540.250000 Penalty: 3371.201904
	Iteration 136Q: 3 clusters Score -3254540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3254543.000000 Penalty: 3371.201904
	Iteration 137Q: 3 clusters Score -3254543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3254543.500000 Penalty: 3371.201904
	Iteration 138Q: 3 clusters Score -3254544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3254557.000000 Penalty: 3371.201904
	Iteration 139Q: 3 clusters Score -3254557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3254554.500000 Penalty: 3371.201904
	Iteration 140F: 3 clusters Score -3254554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3254557.750000 Penalty: 3371.201904
	Iteration 141Q: 3 clusters Score -3254558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3254567.500000 Penalty: 3371.201904
	Iteration 142Q: 3 clusters Score -3254568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3254566.500000 Penalty: 3371.201904
	Iteration 143Q: 3 clusters Score -3254566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3254564.500000 Penalty: 3371.201904
	Iteration 144Q: 3 clusters Score -3254564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3254574.750000 Penalty: 3371.201904
	Iteration 145Q: 3 clusters Score -3254575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3254564.500000 Penalty: 3371.201904
	Iteration 146Q: 3 clusters Score -3254564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3254568.750000 Penalty: 3371.201904
	Iteration 147Q: 3 clusters Score -3254569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3254572.500000 Penalty: 3371.201904
	Iteration 148Q: 3 clusters Score -3254572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3254575.500000 Penalty: 3371.201904
	Iteration 149Q: 3 clusters Score -3254576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3254582.000000 Penalty: 3371.201904
	Iteration 150Q: 3 clusters Score -3254582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3254584.250000 Penalty: 3371.201904
	Iteration 151Q: 3 clusters Score -3254584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3254585.000000 Penalty: 3371.201904
	Iteration 152Q: 3 clusters Score -3254585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3254587.250000 Penalty: 3371.201904
	Iteration 153Q: 3 clusters Score -3254587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3254584.250000 Penalty: 3371.201904
	Iteration 154Q: 3 clusters Score -3254584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3254588.500000 Penalty: 3371.201904
	Iteration 155Q: 3 clusters Score -3254588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3254589.500000 Penalty: 3371.201904
	Iteration 156Q: 3 clusters Score -3254590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3254592.250000 Penalty: 3371.201904
	Iteration 157Q: 3 clusters Score -3254592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3254594.000000 Penalty: 3371.201904
	Iteration 158Q: 3 clusters Score -3254594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3254594.750000 Penalty: 3371.201904
	Iteration 159Q: 3 clusters Score -3254595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3254589.750000 Penalty: 3371.201904
	Iteration 160F: 3 clusters Score -3254590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3254591.250000 Penalty: 3371.201904
	Iteration 161Q: 3 clusters Score -3254591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3254589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3254589.250000 Penalty: 3371.201904
	Iteration 163F: 3 clusters Score -3254589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71382 members 
Entering Unmasked Estep 
Score: -7474374.500000 Penalty: 1816.067749
	Iteration 0F: 2 clusters Score -7474374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -7426559.500000 Penalty: 3632.135498
	Iteration 0F: 3 clusters Score -7426560 nChanged 33868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -7446335.500000 Penalty: 3632.135498
	Iteration 1F: 3 clusters Score -7446336 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7447468 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -7449041.500000 Penalty: 3632.135498
	Iteration 3F: 3 clusters Score -7449042 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -7451053.000000 Penalty: 3632.135498
	Iteration 4F: 3 clusters Score -7451053 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -7453575.500000 Penalty: 3632.135498
	Iteration 5F: 3 clusters Score -7453576 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -7456803.000000 Penalty: 3632.135498
	Iteration 6F: 3 clusters Score -7456803 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -7460374.500000 Penalty: 3632.135498
	Iteration 7F: 3 clusters Score -7460374 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -7463187.500000 Penalty: 3632.135498
	Iteration 8F: 3 clusters Score -7463188 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -7464717.500000 Penalty: 3632.135498
	Iteration 9Q: 3 clusters Score -7464718 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7465357.500000 Penalty: 3632.135498
	Iteration 10Q: 3 clusters Score -7465358 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7465803.500000 Penalty: 3632.135498
	Iteration 11Q: 3 clusters Score -7465804 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -7466180.000000 Penalty: 3632.135498
	Iteration 12Q: 3 clusters Score -7466180 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -7466471.500000 Penalty: 3632.135498
	Iteration 13Q: 3 clusters Score -7466472 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -7466779.000000 Penalty: 3632.135498
	Iteration 14Q: 3 clusters Score -7466779 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -7467008.500000 Penalty: 3632.135498
	Iteration 15Q: 3 clusters Score -7467008 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -7467276.500000 Penalty: 3632.135498
	Iteration 16Q: 3 clusters Score -7467276 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7467496.000000 Penalty: 3632.135498
	Iteration 17Q: 3 clusters Score -7467496 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -7467760.500000 Penalty: 3632.135498
	Iteration 18Q: 3 clusters Score -7467760 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -7468028.500000 Penalty: 3632.135498
	Iteration 19Q: 3 clusters Score -7468028 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -7468318.500000 Penalty: 3632.135498
	Iteration 20F: 3 clusters Score -7468318 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -7468591.500000 Penalty: 3632.135498
	Iteration 21Q: 3 clusters Score -7468592 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -7468913.500000 Penalty: 3632.135498
	Iteration 22Q: 3 clusters Score -7468914 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7469192.500000 Penalty: 3632.135498
	Iteration 23Q: 3 clusters Score -7469192 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -7469502.500000 Penalty: 3632.135498
	Iteration 24Q: 3 clusters Score -7469502 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -7469810.500000 Penalty: 3632.135498
	Iteration 25Q: 3 clusters Score -7469810 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -7470052.000000 Penalty: 3632.135498
	Iteration 26Q: 3 clusters Score -7470052 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7470351.500000 Penalty: 3632.135498
	Iteration 27Q: 3 clusters Score -7470352 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -7470634.000000 Penalty: 3632.135498
	Iteration 28Q: 3 clusters Score -7470634 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7470918.000000 Penalty: 3632.135498
	Iteration 29Q: 3 clusters Score -7470918 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7471219.000000 Penalty: 3632.135498
	Iteration 30Q: 3 clusters Score -7471219 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7471468.500000 Penalty: 3632.135498
	Iteration 31Q: 3 clusters Score -7471468 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7471690.500000 Penalty: 3632.135498
	Iteration 32Q: 3 clusters Score -7471690 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7471929.000000 Penalty: 3632.135498
	Iteration 33Q: 3 clusters Score -7471929 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7472122.000000 Penalty: 3632.135498
	Iteration 34Q: 3 clusters Score -7472122 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7472268.500000 Penalty: 3632.135498
	Iteration 35Q: 3 clusters Score -7472268 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7472401.500000 Penalty: 3632.135498
	Iteration 36Q: 3 clusters Score -7472402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7472514.500000 Penalty: 3632.135498
	Iteration 37Q: 3 clusters Score -7472514 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7472591.000000 Penalty: 3632.135498
	Iteration 38Q: 3 clusters Score -7472591 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7472666.000000 Penalty: 3632.135498
	Iteration 39Q: 3 clusters Score -7472666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7472725.000000 Penalty: 3632.135498
	Iteration 40F: 3 clusters Score -7472725 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7472793.000000 Penalty: 3632.135498
	Iteration 41Q: 3 clusters Score -7472793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7472847.500000 Penalty: 3632.135498
	Iteration 42Q: 3 clusters Score -7472848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7472868.000000 Penalty: 3632.135498
	Iteration 43Q: 3 clusters Score -7472868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7472915.000000 Penalty: 3632.135498
	Iteration 44Q: 3 clusters Score -7472915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7472927.500000 Penalty: 3632.135498
	Iteration 45Q: 3 clusters Score -7472928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7472936.500000 Penalty: 3632.135498
	Iteration 46Q: 3 clusters Score -7472936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7472963.000000 Penalty: 3632.135498
	Iteration 47Q: 3 clusters Score -7472963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7472968.500000 Penalty: 3632.135498
	Iteration 48Q: 3 clusters Score -7472968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7472981.500000 Penalty: 3632.135498
	Iteration 49Q: 3 clusters Score -7472982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7472990.500000 Penalty: 3632.135498
	Iteration 50Q: 3 clusters Score -7472990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7473005.500000 Penalty: 3632.135498
	Iteration 51Q: 3 clusters Score -7473006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7473014.500000 Penalty: 3632.135498
	Iteration 52Q: 3 clusters Score -7473014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7473015.500000 Penalty: 3632.135498
	Iteration 53Q: 3 clusters Score -7473016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7473020.000000 Penalty: 3632.135498
	Iteration 54Q: 3 clusters Score -7473020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7473026.000000 Penalty: 3632.135498
	Iteration 55Q: 3 clusters Score -7473026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7473026.500000 Penalty: 3632.135498
	Iteration 56Q: 3 clusters Score -7473026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7473023.500000 Penalty: 3632.135498
	Iteration 57Q: 3 clusters Score -7473024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7473028.000000 Penalty: 3632.135498
	Iteration 58Q: 3 clusters Score -7473028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7473028.000000 Penalty: 3632.135498
	Iteration 59Q: 3 clusters Score -7473028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7473032.500000 Penalty: 3632.135498
	Iteration 60F: 3 clusters Score -7473032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7473029.000000 Penalty: 3632.135498
	Iteration 61Q: 3 clusters Score -7473029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7473031.500000 Penalty: 3632.135498
	Iteration 62Q: 3 clusters Score -7473032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7473030.000000 Penalty: 3632.135498
	Iteration 63Q: 3 clusters Score -7473030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7473030.000000 Penalty: 3632.135498
	Iteration 64Q: 3 clusters Score -7473030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7473023.500000 Penalty: 3632.135498
	Iteration 65Q: 3 clusters Score -7473024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7473024.000000 Penalty: 3632.135498
	Iteration 66Q: 3 clusters Score -7473024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7473024.000000 Penalty: 3632.135498
	Iteration 67F: 3 clusters Score -7473024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Entering Unmasked Estep 
Score: -3860011.750000 Penalty: 1710.840454
	Iteration 0F: 2 clusters Score -3860012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3835073.000000 Penalty: 3421.680908
	Iteration 0F: 3 clusters Score -3835073 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3844837.750000 Penalty: 3421.680908
	Iteration 1F: 3 clusters Score -3844838 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3845453.000000 Penalty: 3421.680908
	Iteration 2Q: 3 clusters Score -3845453 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3846230.750000 Penalty: 3421.680908
	Iteration 3Q: 3 clusters Score -3846231 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3847233.500000 Penalty: 3421.680908
	Iteration 4F: 3 clusters Score -3847234 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3848410.500000 Penalty: 3421.680908
	Iteration 5F: 3 clusters Score -3848410 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3849774.500000 Penalty: 3421.680908
	Iteration 6F: 3 clusters Score -3849774 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3851224.500000 Penalty: 3421.680908
	Iteration 7F: 3 clusters Score -3851224 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3852538.250000 Penalty: 3421.680908
	Iteration 8F: 3 clusters Score -3852538 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3853654.750000 Penalty: 3421.680908
	Iteration 9F: 3 clusters Score -3853655 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3854315.750000 Penalty: 3421.680908
	Iteration 10Q: 3 clusters Score -3854316 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3854726.000000 Penalty: 3421.680908
	Iteration 11Q: 3 clusters Score -3854726 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3854950.750000 Penalty: 3421.680908
	Iteration 12Q: 3 clusters Score -3854951 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3855118.750000 Penalty: 3421.680908
	Iteration 13Q: 3 clusters Score -3855119 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3855262.750000 Penalty: 3421.680908
	Iteration 14Q: 3 clusters Score -3855263 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3855344.000000 Penalty: 3421.680908
	Iteration 15Q: 3 clusters Score -3855344 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3855428.250000 Penalty: 3421.680908
	Iteration 16Q: 3 clusters Score -3855428 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3855537.500000 Penalty: 3421.680908
	Iteration 17Q: 3 clusters Score -3855538 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3855608.500000 Penalty: 3421.680908
	Iteration 18Q: 3 clusters Score -3855608 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3855671.750000 Penalty: 3421.680908
	Iteration 19Q: 3 clusters Score -3855672 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3855728.000000 Penalty: 3421.680908
	Iteration 20F: 3 clusters Score -3855728 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3855778.000000 Penalty: 3421.680908
	Iteration 21Q: 3 clusters Score -3855778 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3855797.250000 Penalty: 3421.680908
	Iteration 22Q: 3 clusters Score -3855797 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3855822.000000 Penalty: 3421.680908
	Iteration 23Q: 3 clusters Score -3855822 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3855870.000000 Penalty: 3421.680908
	Iteration 24Q: 3 clusters Score -3855870 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3855908.500000 Penalty: 3421.680908
	Iteration 25Q: 3 clusters Score -3855908 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3855925.750000 Penalty: 3421.680908
	Iteration 26Q: 3 clusters Score -3855926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3855947.250000 Penalty: 3421.680908
	Iteration 27Q: 3 clusters Score -3855947 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3855964.000000 Penalty: 3421.680908
	Iteration 28Q: 3 clusters Score -3855964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3855993.000000 Penalty: 3421.680908
	Iteration 29Q: 3 clusters Score -3855993 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3855975.750000 Penalty: 3421.680908
	Iteration 30Q: 3 clusters Score -3855976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3855994.250000 Penalty: 3421.680908
	Iteration 31Q: 3 clusters Score -3855994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3856000.250000 Penalty: 3421.680908
	Iteration 32Q: 3 clusters Score -3856000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3855999.000000 Penalty: 3421.680908
	Iteration 33Q: 3 clusters Score -3855999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3856001.250000 Penalty: 3421.680908
	Iteration 34Q: 3 clusters Score -3856001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3856009.500000 Penalty: 3421.680908
	Iteration 35Q: 3 clusters Score -3856010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3856006.000000 Penalty: 3421.680908
	Iteration 36Q: 3 clusters Score -3856006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3856017.750000 Penalty: 3421.680908
	Iteration 37Q: 3 clusters Score -3856018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3856017.000000 Penalty: 3421.680908
	Iteration 38Q: 3 clusters Score -3856017 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3856021.250000 Penalty: 3421.680908
	Iteration 39Q: 3 clusters Score -3856021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3856018.750000 Penalty: 3421.680908
	Iteration 40F: 3 clusters Score -3856019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3856020.000000 Penalty: 3421.680908
	Iteration 41Q: 3 clusters Score -3856020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3856033.250000 Penalty: 3421.680908
	Iteration 42Q: 3 clusters Score -3856033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3856033.750000 Penalty: 3421.680908
	Iteration 43Q: 3 clusters Score -3856034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3856042.000000 Penalty: 3421.680908
	Iteration 44Q: 3 clusters Score -3856042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3856047.750000 Penalty: 3421.680908
	Iteration 45Q: 3 clusters Score -3856048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3856055.250000 Penalty: 3421.680908
	Iteration 46Q: 3 clusters Score -3856055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3856056.500000 Penalty: 3421.680908
	Iteration 47Q: 3 clusters Score -3856056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3856060.000000 Penalty: 3421.680908
	Iteration 48Q: 3 clusters Score -3856060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3856063.500000 Penalty: 3421.680908
	Iteration 49Q: 3 clusters Score -3856064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3856077.250000 Penalty: 3421.680908
	Iteration 50Q: 3 clusters Score -3856077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3856083.000000 Penalty: 3421.680908
	Iteration 51Q: 3 clusters Score -3856083 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3856093.750000 Penalty: 3421.680908
	Iteration 52Q: 3 clusters Score -3856094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3856097.250000 Penalty: 3421.680908
	Iteration 53Q: 3 clusters Score -3856097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3856113.250000 Penalty: 3421.680908
	Iteration 54Q: 3 clusters Score -3856113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3856112.000000 Penalty: 3421.680908
	Iteration 55Q: 3 clusters Score -3856112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3856107.750000 Penalty: 3421.680908
	Iteration 56Q: 3 clusters Score -3856108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3856113.250000 Penalty: 3421.680908
	Iteration 57Q: 3 clusters Score -3856113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3856111.750000 Penalty: 3421.680908
	Iteration 58Q: 3 clusters Score -3856112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3856117.750000 Penalty: 3421.680908
	Iteration 59Q: 3 clusters Score -3856118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3856116.250000 Penalty: 3421.680908
	Iteration 60F: 3 clusters Score -3856116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3856141.000000 Penalty: 3421.680908
	Iteration 61Q: 3 clusters Score -3856141 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3856134.500000 Penalty: 3421.680908
	Iteration 62Q: 3 clusters Score -3856134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3856127.000000 Penalty: 3421.680908
	Iteration 63Q: 3 clusters Score -3856127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3856139.250000 Penalty: 3421.680908
	Iteration 64Q: 3 clusters Score -3856139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3856148.750000 Penalty: 3421.680908
	Iteration 65Q: 3 clusters Score -3856149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3856150.500000 Penalty: 3421.680908
	Iteration 66Q: 3 clusters Score -3856150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3856149.750000 Penalty: 3421.680908
	Iteration 67Q: 3 clusters Score -3856150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3856150.000000 Penalty: 3421.680908
	Iteration 68Q: 3 clusters Score -3856150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3856153.500000 Penalty: 3421.680908
	Iteration 69Q: 3 clusters Score -3856154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3856151.750000 Penalty: 3421.680908
	Iteration 70Q: 3 clusters Score -3856152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3856154.750000 Penalty: 3421.680908
	Iteration 71Q: 3 clusters Score -3856155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3856166.250000 Penalty: 3421.680908
	Iteration 72Q: 3 clusters Score -3856166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3856166.000000 Penalty: 3421.680908
	Iteration 73Q: 3 clusters Score -3856166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3856175.500000 Penalty: 3421.680908
	Iteration 74Q: 3 clusters Score -3856176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3856179.000000 Penalty: 3421.680908
	Iteration 75Q: 3 clusters Score -3856179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3856173.250000 Penalty: 3421.680908
	Iteration 76Q: 3 clusters Score -3856173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3856170.000000 Penalty: 3421.680908
	Iteration 77Q: 3 clusters Score -3856170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3856173.500000 Penalty: 3421.680908
	Iteration 78Q: 3 clusters Score -3856174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3856175.750000 Penalty: 3421.680908
	Iteration 79Q: 3 clusters Score -3856176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3856169.000000 Penalty: 3421.680908
	Iteration 80F: 3 clusters Score -3856169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3856165.250000 Penalty: 3421.680908
	Iteration 81Q: 3 clusters Score -3856165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3856166.000000 Penalty: 3421.680908
	Iteration 82Q: 3 clusters Score -3856166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3856175.750000 Penalty: 3421.680908
	Iteration 83Q: 3 clusters Score -3856176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3856167.500000 Penalty: 3421.680908
	Iteration 84Q: 3 clusters Score -3856168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3856167.000000 Penalty: 3421.680908
	Iteration 85Q: 3 clusters Score -3856167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3856173.750000 Penalty: 3421.680908
	Iteration 86Q: 3 clusters Score -3856174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3856168.250000 Penalty: 3421.680908
	Iteration 87Q: 3 clusters Score -3856168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3856165.750000 Penalty: 3421.680908
	Iteration 88Q: 3 clusters Score -3856166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3856164.500000 Penalty: 3421.680908
	Iteration 89Q: 3 clusters Score -3856164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3856161.000000 Penalty: 3421.680908
	Iteration 90Q: 3 clusters Score -3856161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3856162.000000 Penalty: 3421.680908
	Iteration 91Q: 3 clusters Score -3856162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3856168.500000 Penalty: 3421.680908
	Iteration 92Q: 3 clusters Score -3856168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3856164.750000 Penalty: 3421.680908
	Iteration 93Q: 3 clusters Score -3856165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3856168.250000 Penalty: 3421.680908
	Iteration 94Q: 3 clusters Score -3856168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3856178.000000 Penalty: 3421.680908
	Iteration 95Q: 3 clusters Score -3856178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3856191.250000 Penalty: 3421.680908
	Iteration 96Q: 3 clusters Score -3856191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3856190.500000 Penalty: 3421.680908
	Iteration 97Q: 3 clusters Score -3856190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3856196.750000 Penalty: 3421.680908
	Iteration 98Q: 3 clusters Score -3856197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3856195.250000 Penalty: 3421.680908
	Iteration 99Q: 3 clusters Score -3856195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3856194.500000 Penalty: 3421.680908
	Iteration 100F: 3 clusters Score -3856194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3856199.750000 Penalty: 3421.680908
	Iteration 101Q: 3 clusters Score -3856200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3856205.000000 Penalty: 3421.680908
	Iteration 102Q: 3 clusters Score -3856205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3856204.750000 Penalty: 3421.680908
	Iteration 103Q: 3 clusters Score -3856205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3856204.250000 Penalty: 3421.680908
	Iteration 104Q: 3 clusters Score -3856204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3856202.500000 Penalty: 3421.680908
	Iteration 105Q: 3 clusters Score -3856202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3856212.750000 Penalty: 3421.680908
	Iteration 106Q: 3 clusters Score -3856213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3856205.750000 Penalty: 3421.680908
	Iteration 107Q: 3 clusters Score -3856206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3856206.250000 Penalty: 3421.680908
	Iteration 108Q: 3 clusters Score -3856206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3856206.250000 Penalty: 3421.680908
	Iteration 109Q: 3 clusters Score -3856206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3856216.750000 Penalty: 3421.680908
	Iteration 110Q: 3 clusters Score -3856217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3856218.750000 Penalty: 3421.680908
	Iteration 111Q: 3 clusters Score -3856219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3856209.750000 Penalty: 3421.680908
	Iteration 112Q: 3 clusters Score -3856210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3856207.250000 Penalty: 3421.680908
	Iteration 113Q: 3 clusters Score -3856207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3856209.250000 Penalty: 3421.680908
	Iteration 114Q: 3 clusters Score -3856209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3856201.750000 Penalty: 3421.680908
	Iteration 115Q: 3 clusters Score -3856202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3856217.250000 Penalty: 3421.680908
	Iteration 116Q: 3 clusters Score -3856217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3856224.750000 Penalty: 3421.680908
	Iteration 117Q: 3 clusters Score -3856225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3856223.500000 Penalty: 3421.680908
	Iteration 118Q: 3 clusters Score -3856224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3856222.000000 Penalty: 3421.680908
	Iteration 119Q: 3 clusters Score -3856222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3856233.250000 Penalty: 3421.680908
	Iteration 120F: 3 clusters Score -3856233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3856232.500000 Penalty: 3421.680908
	Iteration 121Q: 3 clusters Score -3856232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3856228.000000 Penalty: 3421.680908
	Iteration 122Q: 3 clusters Score -3856228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3856223.250000 Penalty: 3421.680908
	Iteration 123Q: 3 clusters Score -3856223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3856235.750000 Penalty: 3421.680908
	Iteration 124Q: 3 clusters Score -3856236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3856244.500000 Penalty: 3421.680908
	Iteration 125Q: 3 clusters Score -3856244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3856240.000000 Penalty: 3421.680908
	Iteration 126Q: 3 clusters Score -3856240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3856238.250000 Penalty: 3421.680908
	Iteration 127Q: 3 clusters Score -3856238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3856237.500000 Penalty: 3421.680908
	Iteration 128Q: 3 clusters Score -3856238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3856246.750000 Penalty: 3421.680908
	Iteration 129Q: 3 clusters Score -3856247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3856253.750000 Penalty: 3421.680908
	Iteration 130Q: 3 clusters Score -3856254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3856253.500000 Penalty: 3421.680908
	Iteration 131Q: 3 clusters Score -3856254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3856253.000000 Penalty: 3421.680908
	Iteration 132Q: 3 clusters Score -3856253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3856256.500000 Penalty: 3421.680908
	Iteration 133Q: 3 clusters Score -3856256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3856248.250000 Penalty: 3421.680908
	Iteration 134Q: 3 clusters Score -3856248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3856245.000000 Penalty: 3421.680908
	Iteration 135Q: 3 clusters Score -3856245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3856239.750000 Penalty: 3421.680908
	Iteration 136Q: 3 clusters Score -3856240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3856239.250000 Penalty: 3421.680908
	Iteration 137Q: 3 clusters Score -3856239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3856248.750000 Penalty: 3421.680908
	Iteration 138Q: 3 clusters Score -3856249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3856248.750000 Penalty: 3421.680908
	Iteration 139Q: 3 clusters Score -3856249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3856249.500000 Penalty: 3421.680908
	Iteration 140F: 3 clusters Score -3856250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3856259.500000 Penalty: 3421.680908
	Iteration 141Q: 3 clusters Score -3856260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3856252.500000 Penalty: 3421.680908
	Iteration 142Q: 3 clusters Score -3856252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3856263.500000 Penalty: 3421.680908
	Iteration 143Q: 3 clusters Score -3856264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3856269.750000 Penalty: 3421.680908
	Iteration 144Q: 3 clusters Score -3856270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3856276.750000 Penalty: 3421.680908
	Iteration 145Q: 3 clusters Score -3856277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3856281.250000 Penalty: 3421.680908
	Iteration 146Q: 3 clusters Score -3856281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3856281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3856282.750000 Penalty: 3421.680908
	Iteration 148Q: 3 clusters Score -3856283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3856291.500000 Penalty: 3421.680908
	Iteration 149Q: 3 clusters Score -3856292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3856294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3856295.500000 Penalty: 3421.680908
	Iteration 151Q: 3 clusters Score -3856296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3856285.250000 Penalty: 3421.680908
	Iteration 152Q: 3 clusters Score -3856285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3856289.000000 Penalty: 3421.680908
	Iteration 153Q: 3 clusters Score -3856289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3856300.250000 Penalty: 3421.680908
	Iteration 154Q: 3 clusters Score -3856300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3856298.500000 Penalty: 3421.680908
	Iteration 155Q: 3 clusters Score -3856298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3856305.750000 Penalty: 3421.680908
	Iteration 156Q: 3 clusters Score -3856306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3856308.000000 Penalty: 3421.680908
	Iteration 157Q: 3 clusters Score -3856308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3856317.500000 Penalty: 3421.680908
	Iteration 158Q: 3 clusters Score -3856318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3856318.000000 Penalty: 3421.680908
	Iteration 159Q: 3 clusters Score -3856318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3856312.000000 Penalty: 3421.680908
	Iteration 160F: 3 clusters Score -3856312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3856310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3856317.500000 Penalty: 3421.680908
	Iteration 162Q: 3 clusters Score -3856318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3856308.500000 Penalty: 3421.680908
	Iteration 163Q: 3 clusters Score -3856308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3856310.000000 Penalty: 3421.680908
	Iteration 164Q: 3 clusters Score -3856310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3856315.000000 Penalty: 3421.680908
	Iteration 165Q: 3 clusters Score -3856315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3856328.250000 Penalty: 3421.680908
	Iteration 166Q: 3 clusters Score -3856328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3856337.750000 Penalty: 3421.680908
	Iteration 167Q: 3 clusters Score -3856338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3856342.000000 Penalty: 3421.680908
	Iteration 168Q: 3 clusters Score -3856342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3856355.500000 Penalty: 3421.680908
	Iteration 169Q: 3 clusters Score -3856356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3856376.500000 Penalty: 3421.680908
	Iteration 170Q: 3 clusters Score -3856376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3856375.750000 Penalty: 3421.680908
	Iteration 171Q: 3 clusters Score -3856376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3856369.000000 Penalty: 3421.680908
	Iteration 172Q: 3 clusters Score -3856369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3856383.750000 Penalty: 3421.680908
	Iteration 173Q: 3 clusters Score -3856384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3856384.750000 Penalty: 3421.680908
	Iteration 174Q: 3 clusters Score -3856385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3856392.250000 Penalty: 3421.680908
	Iteration 175Q: 3 clusters Score -3856392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3856407.000000 Penalty: 3421.680908
	Iteration 176Q: 3 clusters Score -3856407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3856397.000000 Penalty: 3421.680908
	Iteration 177Q: 3 clusters Score -3856397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3856398.000000 Penalty: 3421.680908
	Iteration 178Q: 3 clusters Score -3856398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3856410.250000 Penalty: 3421.680908
	Iteration 179Q: 3 clusters Score -3856410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3856414.000000 Penalty: 3421.680908
	Iteration 180F: 3 clusters Score -3856414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3856421.000000 Penalty: 3421.680908
	Iteration 181Q: 3 clusters Score -3856421 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3856433.250000 Penalty: 3421.680908
	Iteration 182Q: 3 clusters Score -3856433 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3856441.250000 Penalty: 3421.680908
	Iteration 183Q: 3 clusters Score -3856441 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3856453.500000 Penalty: 3421.680908
	Iteration 184Q: 3 clusters Score -3856454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3856461.500000 Penalty: 3421.680908
	Iteration 185Q: 3 clusters Score -3856462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3856474.500000 Penalty: 3421.680908
	Iteration 186Q: 3 clusters Score -3856474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3856512.000000 Penalty: 3421.680908
	Iteration 187Q: 3 clusters Score -3856512 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3856540.250000 Penalty: 3421.680908
	Iteration 188Q: 3 clusters Score -3856540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3856582.750000 Penalty: 3421.680908
	Iteration 189Q: 3 clusters Score -3856583 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3856639.250000 Penalty: 3421.680908
	Iteration 190Q: 3 clusters Score -3856639 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3856690.000000 Penalty: 3421.680908
	Iteration 191Q: 3 clusters Score -3856690 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3856781.250000 Penalty: 3421.680908
	Iteration 192Q: 3 clusters Score -3856781 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3856902.500000 Penalty: 3421.680908
	Iteration 193Q: 3 clusters Score -3856902 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3857113.250000 Penalty: 3421.680908
	Iteration 194Q: 3 clusters Score -3857113 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3857359.250000 Penalty: 3421.680908
	Iteration 195Q: 3 clusters Score -3857359 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3857712.750000 Penalty: 3421.680908
	Iteration 196Q: 3 clusters Score -3857713 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3858017.000000 Penalty: 3421.680908
	Iteration 197Q: 3 clusters Score -3858017 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3858290.500000 Penalty: 3421.680908
	Iteration 198Q: 3 clusters Score -3858290 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3858479.250000 Penalty: 3421.680908
	Iteration 199Q: 3 clusters Score -3858479 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3858609.000000 Penalty: 3421.680908
	Iteration 200F: 3 clusters Score -3858609 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -3858709.000000 Penalty: 3421.680908
	Iteration 201Q: 3 clusters Score -3858709 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -3858762.250000 Penalty: 3421.680908
	Iteration 202Q: 3 clusters Score -3858762 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3858828.750000 Penalty: 3421.680908
	Iteration 203Q: 3 clusters Score -3858829 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -3858870.500000 Penalty: 3421.680908
	Iteration 204Q: 3 clusters Score -3858870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3858896.500000 Penalty: 3421.680908
	Iteration 205Q: 3 clusters Score -3858896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3858924.250000 Penalty: 3421.680908
	Iteration 206Q: 3 clusters Score -3858924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3858939.000000 Penalty: 3421.680908
	Iteration 207Q: 3 clusters Score -3858939 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3858963.000000 Penalty: 3421.680908
	Iteration 208Q: 3 clusters Score -3858963 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3858976.250000 Penalty: 3421.680908
	Iteration 209Q: 3 clusters Score -3858976 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -3858985.000000 Penalty: 3421.680908
	Iteration 210Q: 3 clusters Score -3858985 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3858987.000000 Penalty: 3421.680908
	Iteration 211Q: 3 clusters Score -3858987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3858999.750000 Penalty: 3421.680908
	Iteration 212Q: 3 clusters Score -3859000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -3859005.750000 Penalty: 3421.680908
	Iteration 213Q: 3 clusters Score -3859006 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -3859017.000000 Penalty: 3421.680908
	Iteration 214Q: 3 clusters Score -3859017 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -3859015.750000 Penalty: 3421.680908
	Iteration 215Q: 3 clusters Score -3859016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3859014.250000 Penalty: 3421.680908
	Iteration 216Q: 3 clusters Score -3859014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3859032.750000 Penalty: 3421.680908
	Iteration 217Q: 3 clusters Score -3859033 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -3859033.500000 Penalty: 3421.680908
	Iteration 218Q: 3 clusters Score -3859034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3859049.500000 Penalty: 3421.680908
	Iteration 219Q: 3 clusters Score -3859050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -3859048.750000 Penalty: 3421.680908
	Iteration 220F: 3 clusters Score -3859049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3859047.750000 Penalty: 3421.680908
	Iteration 221Q: 3 clusters Score -3859048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3859056.000000 Penalty: 3421.680908
	Iteration 222Q: 3 clusters Score -3859056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -3859059.250000 Penalty: 3421.680908
	Iteration 223Q: 3 clusters Score -3859059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -3859058.500000 Penalty: 3421.680908
	Iteration 224Q: 3 clusters Score -3859058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3859061.500000 Penalty: 3421.680908
	Iteration 225Q: 3 clusters Score -3859062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3859069.250000 Penalty: 3421.680908
	Iteration 226Q: 3 clusters Score -3859069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -3859074.000000 Penalty: 3421.680908
	Iteration 227Q: 3 clusters Score -3859074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3859074.000000 Penalty: 3421.680908
	Iteration 228Q: 3 clusters Score -3859074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3859081.750000 Penalty: 3421.680908
	Iteration 229Q: 3 clusters Score -3859082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3859084.000000 Penalty: 3421.680908
	Iteration 230Q: 3 clusters Score -3859084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -3859082.250000 Penalty: 3421.680908
	Iteration 231Q: 3 clusters Score -3859082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3859078.250000 Penalty: 3421.680908
	Iteration 232Q: 3 clusters Score -3859078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -3859086.250000 Penalty: 3421.680908
	Iteration 233Q: 3 clusters Score -3859086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -3859097.500000 Penalty: 3421.680908
	Iteration 234Q: 3 clusters Score -3859098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3859102.250000 Penalty: 3421.680908
	Iteration 235Q: 3 clusters Score -3859102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3859104.750000 Penalty: 3421.680908
	Iteration 236Q: 3 clusters Score -3859105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3859097.500000 Penalty: 3421.680908
	Iteration 237Q: 3 clusters Score -3859098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -3859098.250000 Penalty: 3421.680908
	Iteration 238Q: 3 clusters Score -3859098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3859104.250000 Penalty: 3421.680908
	Iteration 239Q: 3 clusters Score -3859104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3859103.750000 Penalty: 3421.680908
	Iteration 240F: 3 clusters Score -3859104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3859101.750000 Penalty: 3421.680908
	Iteration 241Q: 3 clusters Score -3859102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3859105.500000 Penalty: 3421.680908
	Iteration 242Q: 3 clusters Score -3859106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3859103.250000 Penalty: 3421.680908
	Iteration 243Q: 3 clusters Score -3859103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -3859100.250000 Penalty: 3421.680908
	Iteration 244Q: 3 clusters Score -3859100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3859102.500000 Penalty: 3421.680908
	Iteration 245Q: 3 clusters Score -3859102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -3859102.250000 Penalty: 3421.680908
	Iteration 246Q: 3 clusters Score -3859102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3859100.000000 Penalty: 3421.680908
	Iteration 247Q: 3 clusters Score -3859100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3859095.000000 Penalty: 3421.680908
	Iteration 248Q: 3 clusters Score -3859095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3859099.000000 Penalty: 3421.680908
	Iteration 249Q: 3 clusters Score -3859099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3859100.250000 Penalty: 3421.680908
	Iteration 250Q: 3 clusters Score -3859100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -3859104.500000 Penalty: 3421.680908
	Iteration 251Q: 3 clusters Score -3859104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3859102.750000 Penalty: 3421.680908
	Iteration 252Q: 3 clusters Score -3859103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3859101.750000 Penalty: 3421.680908
	Iteration 253Q: 3 clusters Score -3859102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3859100.250000 Penalty: 3421.680908
	Iteration 254Q: 3 clusters Score -3859100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -3859094.750000 Penalty: 3421.680908
	Iteration 255Q: 3 clusters Score -3859095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -3859098.500000 Penalty: 3421.680908
	Iteration 256Q: 3 clusters Score -3859098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -3859106.250000 Penalty: 3421.680908
	Iteration 257Q: 3 clusters Score -3859106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -3859105.750000 Penalty: 3421.680908
	Iteration 258Q: 3 clusters Score -3859106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -3859101.250000 Penalty: 3421.680908
	Iteration 259Q: 3 clusters Score -3859101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -3859104.000000 Penalty: 3421.680908
	Iteration 260F: 3 clusters Score -3859104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3859102.250000 Penalty: 3421.680908
	Iteration 261Q: 3 clusters Score -3859102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -3859100.500000 Penalty: 3421.680908
	Iteration 262Q: 3 clusters Score -3859100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3859100.000000 Penalty: 3421.680908
	Iteration 263Q: 3 clusters Score -3859100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3859100.000000 Penalty: 3421.680908
	Iteration 264F: 3 clusters Score -3859100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -606519.750000 Penalty: 1411.517334
	Iteration 0F: 2 clusters Score -606519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -602056.000000 Penalty: 2823.034668
	Iteration 0F: 3 clusters Score -602056 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -603769.187500 Penalty: 2823.034668
	Iteration 1F: 3 clusters Score -603769.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -604390.437500 Penalty: 2823.034668
	Iteration 2F: 3 clusters Score -604390.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -604868.125000 Penalty: 2823.034668
	Iteration 3F: 3 clusters Score -604868.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -605165.750000 Penalty: 2823.034668
	Iteration 4F: 3 clusters Score -605165.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -605346.000000 Penalty: 2823.034668
	Iteration 5Q: 3 clusters Score -605346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -605462.187500 Penalty: 2823.034668
	Iteration 6Q: 3 clusters Score -605462.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -605548.875000 Penalty: 2823.034668
	Iteration 7Q: 3 clusters Score -605548.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -605605.625000 Penalty: 2823.034668
	Iteration 8Q: 3 clusters Score -605605.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -605650.375000 Penalty: 2823.034668
	Iteration 9Q: 3 clusters Score -605650.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -605683.312500 Penalty: 2823.034668
	Iteration 10Q: 3 clusters Score -605683.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -605703.687500 Penalty: 2823.034668
	Iteration 11Q: 3 clusters Score -605703.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -605722.187500 Penalty: 2823.034668
	Iteration 12Q: 3 clusters Score -605722.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -605737.875000 Penalty: 2823.034668
	Iteration 13Q: 3 clusters Score -605737.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -605749.437500 Penalty: 2823.034668
	Iteration 14Q: 3 clusters Score -605749.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -605755.687500 Penalty: 2823.034668
	Iteration 15Q: 3 clusters Score -605755.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -605762.625000 Penalty: 2823.034668
	Iteration 16Q: 3 clusters Score -605762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -605767.312500 Penalty: 2823.034668
	Iteration 17Q: 3 clusters Score -605767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -605770.750000 Penalty: 2823.034668
	Iteration 18Q: 3 clusters Score -605770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -605773.312500 Penalty: 2823.034668
	Iteration 19Q: 3 clusters Score -605773.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -605777.000000 Penalty: 2823.034668
	Iteration 20F: 3 clusters Score -605777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -605778.437500 Penalty: 2823.034668
	Iteration 21Q: 3 clusters Score -605778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -605779.875000 Penalty: 2823.034668
	Iteration 22Q: 3 clusters Score -605779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -605783.000000 Penalty: 2823.034668
	Iteration 23Q: 3 clusters Score -605783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -605786.312500 Penalty: 2823.034668
	Iteration 24Q: 3 clusters Score -605786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -605787.250000 Penalty: 2823.034668
	Iteration 25Q: 3 clusters Score -605787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -605787.562500 Penalty: 2823.034668
	Iteration 26Q: 3 clusters Score -605787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -605789.000000 Penalty: 2823.034668
	Iteration 27Q: 3 clusters Score -605789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -605788.562500 Penalty: 2823.034668
	Iteration 28Q: 3 clusters Score -605788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -605789.625000 Penalty: 2823.034668
	Iteration 29Q: 3 clusters Score -605789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -605790.062500 Penalty: 2823.034668
	Iteration 30Q: 3 clusters Score -605790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -605790.937500 Penalty: 2823.034668
	Iteration 31Q: 3 clusters Score -605790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -605792.625000 Penalty: 2823.034668
	Iteration 32Q: 3 clusters Score -605792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -605792.625000 Penalty: 2823.034668
	Iteration 33F: 3 clusters Score -605792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Entering Unmasked Estep 
Score: -9896531.000000 Penalty: 1862.648560
	Iteration 0F: 2 clusters Score -9896531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -9833078.000000 Penalty: 3725.297119
	Iteration 0F: 3 clusters Score -9833078 nChanged 45342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -9860004.000000 Penalty: 3725.297119
	Iteration 1F: 3 clusters Score -9860004 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -9861165.000000 Penalty: 3725.297119
	Iteration 2Q: 3 clusters Score -9861165 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -9862778.000000 Penalty: 3725.297119
	Iteration 3Q: 3 clusters Score -9862778 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9865247.000000 Penalty: 3725.297119
	Iteration 4Q: 3 clusters Score -9865247 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9868629.000000 Penalty: 3725.297119
	Iteration 5F: 3 clusters Score -9868629 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -9872803.000000 Penalty: 3725.297119
	Iteration 6F: 3 clusters Score -9872803 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9877279.000000 Penalty: 3725.297119
	Iteration 7F: 3 clusters Score -9877279 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -9881513.000000 Penalty: 3725.297119
	Iteration 8F: 3 clusters Score -9881513 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -9884618.000000 Penalty: 3725.297119
	Iteration 9Q: 3 clusters Score -9884618 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -9886726.000000 Penalty: 3725.297119
	Iteration 10Q: 3 clusters Score -9886726 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -9888163.000000 Penalty: 3725.297119
	Iteration 11Q: 3 clusters Score -9888163 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -9889224.000000 Penalty: 3725.297119
	Iteration 12Q: 3 clusters Score -9889224 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9889889.000000 Penalty: 3725.297119
	Iteration 13Q: 3 clusters Score -9889889 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -9890621.000000 Penalty: 3725.297119
	Iteration 14Q: 3 clusters Score -9890621 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -9891178.000000 Penalty: 3725.297119
	Iteration 15Q: 3 clusters Score -9891178 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -9891760.000000 Penalty: 3725.297119
	Iteration 16Q: 3 clusters Score -9891760 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -9892190.000000 Penalty: 3725.297119
	Iteration 17Q: 3 clusters Score -9892190 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -9892592.000000 Penalty: 3725.297119
	Iteration 18Q: 3 clusters Score -9892592 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -9892983.000000 Penalty: 3725.297119
	Iteration 19Q: 3 clusters Score -9892983 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -9893387.000000 Penalty: 3725.297119
	Iteration 20F: 3 clusters Score -9893387 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -9893671.000000 Penalty: 3725.297119
	Iteration 21Q: 3 clusters Score -9893671 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -9893931.000000 Penalty: 3725.297119
	Iteration 22Q: 3 clusters Score -9893931 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -9894082.000000 Penalty: 3725.297119
	Iteration 23Q: 3 clusters Score -9894082 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9894234.000000 Penalty: 3725.297119
	Iteration 24Q: 3 clusters Score -9894234 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9894354.000000 Penalty: 3725.297119
	Iteration 25Q: 3 clusters Score -9894354 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9894456.000000 Penalty: 3725.297119
	Iteration 26Q: 3 clusters Score -9894456 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9894518.000000 Penalty: 3725.297119
	Iteration 27Q: 3 clusters Score -9894518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9894588.000000 Penalty: 3725.297119
	Iteration 28Q: 3 clusters Score -9894588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9894651.000000 Penalty: 3725.297119
	Iteration 29Q: 3 clusters Score -9894651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9894696.000000 Penalty: 3725.297119
	Iteration 30Q: 3 clusters Score -9894696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9894728.000000 Penalty: 3725.297119
	Iteration 31Q: 3 clusters Score -9894728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9894776.000000 Penalty: 3725.297119
	Iteration 32Q: 3 clusters Score -9894776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9894810.000000 Penalty: 3725.297119
	Iteration 33Q: 3 clusters Score -9894810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9894833.000000 Penalty: 3725.297119
	Iteration 34Q: 3 clusters Score -9894833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9894856.000000 Penalty: 3725.297119
	Iteration 35Q: 3 clusters Score -9894856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9894853.000000 Penalty: 3725.297119
	Iteration 36Q: 3 clusters Score -9894853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9894854.000000 Penalty: 3725.297119
	Iteration 37Q: 3 clusters Score -9894854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9894867.000000 Penalty: 3725.297119
	Iteration 38Q: 3 clusters Score -9894867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9894877.000000 Penalty: 3725.297119
	Iteration 39Q: 3 clusters Score -9894877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9894879.000000 Penalty: 3725.297119
	Iteration 40F: 3 clusters Score -9894879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9894894.000000 Penalty: 3725.297119
	Iteration 41Q: 3 clusters Score -9894894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9894907.000000 Penalty: 3725.297119
	Iteration 42Q: 3 clusters Score -9894907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9894926.000000 Penalty: 3725.297119
	Iteration 43Q: 3 clusters Score -9894926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9894927.000000 Penalty: 3725.297119
	Iteration 44Q: 3 clusters Score -9894927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9894934.000000 Penalty: 3725.297119
	Iteration 45Q: 3 clusters Score -9894934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9894937.000000 Penalty: 3725.297119
	Iteration 46Q: 3 clusters Score -9894937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9894936.000000 Penalty: 3725.297119
	Iteration 47Q: 3 clusters Score -9894936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9894945.000000 Penalty: 3725.297119
	Iteration 48Q: 3 clusters Score -9894945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9894960.000000 Penalty: 3725.297119
	Iteration 49Q: 3 clusters Score -9894960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9894952.000000 Penalty: 3725.297119
	Iteration 50Q: 3 clusters Score -9894952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9894972.000000 Penalty: 3725.297119
	Iteration 51Q: 3 clusters Score -9894972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9894967.000000 Penalty: 3725.297119
	Iteration 52Q: 3 clusters Score -9894967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9894986.000000 Penalty: 3725.297119
	Iteration 53Q: 3 clusters Score -9894986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9894999.000000 Penalty: 3725.297119
	Iteration 54Q: 3 clusters Score -9894999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9894997.000000 Penalty: 3725.297119
	Iteration 55Q: 3 clusters Score -9894997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9895002.000000 Penalty: 3725.297119
	Iteration 56Q: 3 clusters Score -9895002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9895009.000000 Penalty: 3725.297119
	Iteration 57Q: 3 clusters Score -9895009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9895019.000000 Penalty: 3725.297119
	Iteration 58Q: 3 clusters Score -9895019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9895028.000000 Penalty: 3725.297119
	Iteration 59Q: 3 clusters Score -9895028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9895036.000000 Penalty: 3725.297119
	Iteration 60F: 3 clusters Score -9895036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9895038.000000 Penalty: 3725.297119
	Iteration 61Q: 3 clusters Score -9895038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9895032.000000 Penalty: 3725.297119
	Iteration 62Q: 3 clusters Score -9895032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9895037.000000 Penalty: 3725.297119
	Iteration 63Q: 3 clusters Score -9895037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9895040.000000 Penalty: 3725.297119
	Iteration 64Q: 3 clusters Score -9895040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9895054.000000 Penalty: 3725.297119
	Iteration 65Q: 3 clusters Score -9895054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9895049.000000 Penalty: 3725.297119
	Iteration 66Q: 3 clusters Score -9895049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9895054.000000 Penalty: 3725.297119
	Iteration 67Q: 3 clusters Score -9895054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9895053.000000 Penalty: 3725.297119
	Iteration 68Q: 3 clusters Score -9895053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9895047.000000 Penalty: 3725.297119
	Iteration 69Q: 3 clusters Score -9895047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9895048.000000 Penalty: 3725.297119
	Iteration 70Q: 3 clusters Score -9895048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9895048.000000 Penalty: 3725.297119
	Iteration 71F: 3 clusters Score -9895048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Entering Unmasked Estep 
Score: -1546019.375000 Penalty: 1564.410400
	Iteration 0F: 2 clusters Score -1546019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1535544.125000 Penalty: 3128.820801
	Iteration 0F: 3 clusters Score -1535544 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1539364.875000 Penalty: 3128.820801
	Iteration 1F: 3 clusters Score -1539365 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1539723.625000 Penalty: 3128.820801
	Iteration 2F: 3 clusters Score -1539724 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1540082.875000 Penalty: 3128.820801
	Iteration 3F: 3 clusters Score -1540083 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1540462.875000 Penalty: 3128.820801
	Iteration 4F: 3 clusters Score -1540463 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1541000.000000 Penalty: 3128.820801
	Iteration 5F: 3 clusters Score -1541000 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1541581.875000 Penalty: 3128.820801
	Iteration 6F: 3 clusters Score -1541582 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1542198.125000 Penalty: 3128.820801
	Iteration 7F: 3 clusters Score -1542198 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1542795.750000 Penalty: 3128.820801
	Iteration 8F: 3 clusters Score -1542796 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1543347.125000 Penalty: 3128.820801
	Iteration 9Q: 3 clusters Score -1543347 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1543867.500000 Penalty: 3128.820801
	Iteration 10Q: 3 clusters Score -1543868 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1544354.625000 Penalty: 3128.820801
	Iteration 11Q: 3 clusters Score -1544355 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1544658.500000 Penalty: 3128.820801
	Iteration 12Q: 3 clusters Score -1544658 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1544830.125000 Penalty: 3128.820801
	Iteration 13Q: 3 clusters Score -1544830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1544943.125000 Penalty: 3128.820801
	Iteration 14Q: 3 clusters Score -1544943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1544992.000000 Penalty: 3128.820801
	Iteration 15Q: 3 clusters Score -1544992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1545025.500000 Penalty: 3128.820801
	Iteration 16Q: 3 clusters Score -1545026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1545055.750000 Penalty: 3128.820801
	Iteration 17Q: 3 clusters Score -1545056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1545076.750000 Penalty: 3128.820801
	Iteration 18Q: 3 clusters Score -1545077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1545094.000000 Penalty: 3128.820801
	Iteration 19Q: 3 clusters Score -1545094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1545103.750000 Penalty: 3128.820801
	Iteration 20F: 3 clusters Score -1545104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1545120.625000 Penalty: 3128.820801
	Iteration 21Q: 3 clusters Score -1545121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1545127.750000 Penalty: 3128.820801
	Iteration 22Q: 3 clusters Score -1545128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1545136.875000 Penalty: 3128.820801
	Iteration 23Q: 3 clusters Score -1545137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1545145.500000 Penalty: 3128.820801
	Iteration 24Q: 3 clusters Score -1545146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1545149.625000 Penalty: 3128.820801
	Iteration 25Q: 3 clusters Score -1545150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1545152.625000 Penalty: 3128.820801
	Iteration 26Q: 3 clusters Score -1545153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1545153.000000 Penalty: 3128.820801
	Iteration 27Q: 3 clusters Score -1545153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1545154.375000 Penalty: 3128.820801
	Iteration 28Q: 3 clusters Score -1545154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1545157.250000 Penalty: 3128.820801
	Iteration 29Q: 3 clusters Score -1545157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1545156.375000 Penalty: 3128.820801
	Iteration 30Q: 3 clusters Score -1545156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1545156.375000 Penalty: 3128.820801
	Iteration 31F: 3 clusters Score -1545156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Entering Unmasked Estep 
Score: -8598777.000000 Penalty: 1838.750610
	Iteration 0F: 2 clusters Score -8598777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -8543773.000000 Penalty: 3677.501221
	Iteration 0F: 3 clusters Score -8543773 nChanged 39296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -8566486.000000 Penalty: 3677.501221
	Iteration 1F: 3 clusters Score -8566486 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -8567373.000000 Penalty: 3677.501221
	Iteration 2Q: 3 clusters Score -8567373 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -8568309.000000 Penalty: 3677.501221
	Iteration 3Q: 3 clusters Score -8568309 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -8569589.000000 Penalty: 3677.501221
	Iteration 4Q: 3 clusters Score -8569589 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -8571412.000000 Penalty: 3677.501221
	Iteration 5Q: 3 clusters Score -8571412 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8574237.000000 Penalty: 3677.501221
	Iteration 6F: 3 clusters Score -8574237 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -8578328.000000 Penalty: 3677.501221
	Iteration 7F: 3 clusters Score -8578328 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8583525.000000 Penalty: 3677.501221
	Iteration 8F: 3 clusters Score -8583525 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -8588991.000000 Penalty: 3677.501221
	Iteration 9F: 3 clusters Score -8588991 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -8593015.000000 Penalty: 3677.501221
	Iteration 10F: 3 clusters Score -8593015 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8595272.000000 Penalty: 3677.501221
	Iteration 11Q: 3 clusters Score -8595272 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8596387.000000 Penalty: 3677.501221
	Iteration 12Q: 3 clusters Score -8596387 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8596848.000000 Penalty: 3677.501221
	Iteration 13Q: 3 clusters Score -8596848 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8597058.000000 Penalty: 3677.501221
	Iteration 14Q: 3 clusters Score -8597058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8597149.000000 Penalty: 3677.501221
	Iteration 15Q: 3 clusters Score -8597149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8597209.000000 Penalty: 3677.501221
	Iteration 16Q: 3 clusters Score -8597209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8597233.000000 Penalty: 3677.501221
	Iteration 17Q: 3 clusters Score -8597233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8597233.000000 Penalty: 3677.501221
	Iteration 18Q: 3 clusters Score -8597233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8597244.000000 Penalty: 3677.501221
	Iteration 19Q: 3 clusters Score -8597244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8597240.000000 Penalty: 3677.501221
	Iteration 20F: 3 clusters Score -8597240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8597254.000000 Penalty: 3677.501221
	Iteration 21Q: 3 clusters Score -8597254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8597249.000000 Penalty: 3677.501221
	Iteration 22Q: 3 clusters Score -8597249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8597260.000000 Penalty: 3677.501221
	Iteration 23Q: 3 clusters Score -8597260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8597261.000000 Penalty: 3677.501221
	Iteration 24Q: 3 clusters Score -8597261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8597266.000000 Penalty: 3677.501221
	Iteration 25Q: 3 clusters Score -8597266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8597271.000000 Penalty: 3677.501221
	Iteration 26Q: 3 clusters Score -8597271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8597269.000000 Penalty: 3677.501221
	Iteration 27Q: 3 clusters Score -8597269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8597269.000000 Penalty: 3677.501221
	Iteration 28Q: 3 clusters Score -8597269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8597267.000000 Penalty: 3677.501221
	Iteration 29Q: 3 clusters Score -8597267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8597265.000000 Penalty: 3677.501221
	Iteration 30Q: 3 clusters Score -8597265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8597265.000000 Penalty: 3677.501221
	Iteration 31F: 3 clusters Score -8597265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -144859.250000 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -144859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -142955.187500 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -142955.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -143900.812500 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -143900.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -144395.375000 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -144395.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -144756.531250 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -144756.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -144974.656250 Penalty: 2436.952637
	Iteration 4F: 3 clusters Score -144974.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -145135.984375 Penalty: 2436.952637
	Iteration 5F: 3 clusters Score -145136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -145351.625000 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -145351.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -145530.765625 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -145530.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -145627.453125 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -145627.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -145667.078125 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -145667.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145693.531250 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -145693.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -145708.109375 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -145708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145715.781250 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -145715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -145720.078125 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -145720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -145722.609375 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -145722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -145723.171875 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -145723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -145723.171875 Penalty: 2436.952637
	Iteration 16F: 3 clusters Score -145723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 113744 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 1057 members 
Entering Unmasked Estep 
Score: -154064192.000000 Penalty: 101845.984375
Splitting cluster 12 changes total score from -154064288.000000 to -154064192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (119857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Entering Unmasked Estep 
Score: -12513693.000000 Penalty: 1900.283813
	Iteration 0F: 2 clusters Score -1.251369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -12433836.000000 Penalty: 3800.567627
	Iteration 0F: 3 clusters Score -1.243384e+07 nChanged 57319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -12466898.000000 Penalty: 3800.567627
	Iteration 1F: 3 clusters Score -1.24669e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -12468133.000000 Penalty: 3800.567627
	Iteration 2Q: 3 clusters Score -1.246813e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -12470000.000000 Penalty: 3800.567627
	Iteration 3Q: 3 clusters Score -1.247e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -12473076.000000 Penalty: 3800.567627
	Iteration 4F: 3 clusters Score -1.247308e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -12477752.000000 Penalty: 3800.567627
	Iteration 5F: 3 clusters Score -1.247775e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 86080 members 
Entering Unmasked Estep 
Score: -12484520.000000 Penalty: 3800.567627
	Iteration 6F: 3 clusters Score -1.248452e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -12491779.000000 Penalty: 3800.567627
	Iteration 7F: 3 clusters Score -1.249178e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -12498169.000000 Penalty: 3800.567627
	Iteration 8F: 3 clusters Score -1.249817e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 108033 members 
Entering Unmasked Estep 
Score: -12503247.000000 Penalty: 3800.567627
	Iteration 9F: 3 clusters Score -1.250325e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -12506822.000000 Penalty: 3800.567627
	Iteration 10Q: 3 clusters Score -1.250682e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -12509078.000000 Penalty: 3800.567627
	Iteration 11Q: 3 clusters Score -1.250908e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 117294 members 
Entering Unmasked Estep 
Score: -12510413.000000 Penalty: 3800.567627
	Iteration 12Q: 3 clusters Score -1.251041e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -12511186.000000 Penalty: 3800.567627
	Iteration 13Q: 3 clusters Score -1.251119e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -12511602.000000 Penalty: 3800.567627
	Iteration 14Q: 3 clusters Score -1.25116e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -12511777.000000 Penalty: 3800.567627
	Iteration 15Q: 3 clusters Score -1.251178e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -12511917.000000 Penalty: 3800.567627
	Iteration 16Q: 3 clusters Score -1.251192e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 119240 members 
Entering Unmasked Estep 
Score: -12511990.000000 Penalty: 3800.567627
	Iteration 17Q: 3 clusters Score -1.251199e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -12512031.000000 Penalty: 3800.567627
	Iteration 18Q: 3 clusters Score -1.251203e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -12512061.000000 Penalty: 3800.567627
	Iteration 19Q: 3 clusters Score -1.251206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -12512067.000000 Penalty: 3800.567627
	Iteration 20F: 3 clusters Score -1.251207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -12512090.000000 Penalty: 3800.567627
	Iteration 21Q: 3 clusters Score -1.251209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 119353 members 
Entering Unmasked Estep 
Score: -12512089.000000 Penalty: 3800.567627
	Iteration 22Q: 3 clusters Score -1.251209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 119354 members 
Entering Unmasked Estep 
Score: -12512104.000000 Penalty: 3800.567627
	Iteration 23Q: 3 clusters Score -1.25121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -12512101.000000 Penalty: 3800.567627
	Iteration 24Q: 3 clusters Score -1.25121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 119372 members 
Entering Unmasked Estep 
Score: -12512121.000000 Penalty: 3800.567627
	Iteration 25Q: 3 clusters Score -1.251212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -12512128.000000 Penalty: 3800.567627
	Iteration 26Q: 3 clusters Score -1.251213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
Score: -12512135.000000 Penalty: 3800.567627
	Iteration 27Q: 3 clusters Score -1.251214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -12512131.000000 Penalty: 3800.567627
	Iteration 28Q: 3 clusters Score -1.251213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 119389 members 
Entering Unmasked Estep 
Score: -12512131.000000 Penalty: 3800.567627
	Iteration 29Q: 3 clusters Score -1.251213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -12512136.000000 Penalty: 3800.567627
	Iteration 30Q: 3 clusters Score -1.251214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -12512133.000000 Penalty: 3800.567627
	Iteration 31Q: 3 clusters Score -1.251213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -12512137.000000 Penalty: 3800.567627
	Iteration 32Q: 3 clusters Score -1.251214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -12512140.000000 Penalty: 3800.567627
	Iteration 33Q: 3 clusters Score -1.251214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 119395 members 
Entering Unmasked Estep 
Score: -12512142.000000 Penalty: 3800.567627
	Iteration 34Q: 3 clusters Score -1.251214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -12512143.000000 Penalty: 3800.567627
	Iteration 35Q: 3 clusters Score -1.251214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -12512146.000000 Penalty: 3800.567627
	Iteration 36Q: 3 clusters Score -1.251215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -12512146.000000 Penalty: 3800.567627
	Iteration 37F: 3 clusters Score -1.251215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Entering Unmasked Estep 
Score: -7149864.000000 Penalty: 1807.281616
	Iteration 0F: 2 clusters Score -7149864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -7104971.000000 Penalty: 3614.563232
	Iteration 0F: 3 clusters Score -7104971 nChanged 31988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -7123435.000000 Penalty: 3614.563232
	Iteration 1F: 3 clusters Score -7123435 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7124582.500000 Penalty: 3614.563232
	Iteration 2Q: 3 clusters Score -7124582 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -7126560.000000 Penalty: 3614.563232
	Iteration 3F: 3 clusters Score -7126560 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -7129795.000000 Penalty: 3614.563232
	Iteration 4F: 3 clusters Score -7129795 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7134495.000000 Penalty: 3614.563232
	Iteration 5F: 3 clusters Score -7134495 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -7139738.500000 Penalty: 3614.563232
	Iteration 6F: 3 clusters Score -7139738 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -7143880.000000 Penalty: 3614.563232
	Iteration 7F: 3 clusters Score -7143880 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -7146237.500000 Penalty: 3614.563232
	Iteration 8Q: 3 clusters Score -7146238 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -7147401.500000 Penalty: 3614.563232
	Iteration 9Q: 3 clusters Score -7147402 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -7147854.500000 Penalty: 3614.563232
	Iteration 10Q: 3 clusters Score -7147854 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -7148115.500000 Penalty: 3614.563232
	Iteration 11Q: 3 clusters Score -7148116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -7148274.500000 Penalty: 3614.563232
	Iteration 12Q: 3 clusters Score -7148274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -7148337.000000 Penalty: 3614.563232
	Iteration 13Q: 3 clusters Score -7148337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -7148360.500000 Penalty: 3614.563232
	Iteration 14Q: 3 clusters Score -7148360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -7148377.500000 Penalty: 3614.563232
	Iteration 15Q: 3 clusters Score -7148378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -7148401.000000 Penalty: 3614.563232
	Iteration 16Q: 3 clusters Score -7148401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -7148423.000000 Penalty: 3614.563232
	Iteration 17Q: 3 clusters Score -7148423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -7148433.000000 Penalty: 3614.563232
	Iteration 18Q: 3 clusters Score -7148433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -7148453.500000 Penalty: 3614.563232
	Iteration 19Q: 3 clusters Score -7148454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -7148467.000000 Penalty: 3614.563232
	Iteration 20F: 3 clusters Score -7148467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -7148469.000000 Penalty: 3614.563232
	Iteration 21Q: 3 clusters Score -7148469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -7148483.500000 Penalty: 3614.563232
	Iteration 22Q: 3 clusters Score -7148484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -7148481.000000 Penalty: 3614.563232
	Iteration 23Q: 3 clusters Score -7148481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -7148476.000000 Penalty: 3614.563232
	Iteration 24Q: 3 clusters Score -7148476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -7148476.000000 Penalty: 3614.563232
	Iteration 25Q: 3 clusters Score -7148476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -7148484.000000 Penalty: 3614.563232
	Iteration 26Q: 3 clusters Score -7148484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -7148483.000000 Penalty: 3614.563232
	Iteration 27Q: 3 clusters Score -7148483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -7148489.500000 Penalty: 3614.563232
	Iteration 28Q: 3 clusters Score -7148490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -7148487.500000 Penalty: 3614.563232
	Iteration 29Q: 3 clusters Score -7148488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -7148483.500000 Penalty: 3614.563232
	Iteration 30Q: 3 clusters Score -7148484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -7148488.000000 Penalty: 3614.563232
	Iteration 31Q: 3 clusters Score -7148488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -7148488.000000 Penalty: 3614.563232
	Iteration 32F: 3 clusters Score -7148488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Entering Unmasked Estep 
Score: -18984956.000000 Penalty: 1968.250610
	Iteration 0F: 2 clusters Score -1.898496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -18869058.000000 Penalty: 3936.501221
	Iteration 0F: 3 clusters Score -1.886906e+07 nChanged 88153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -18921220.000000 Penalty: 3936.501221
	Iteration 1F: 3 clusters Score -1.892122e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -18922202.000000 Penalty: 3936.501221
	Iteration 2Q: 3 clusters Score -1.89222e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -18923554.000000 Penalty: 3936.501221
	Iteration 3Q: 3 clusters Score -1.892355e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 107248 members 
Entering Unmasked Estep 
Score: -18926098.000000 Penalty: 3936.501221
	Iteration 4Q: 3 clusters Score -1.89261e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -18931160.000000 Penalty: 3936.501221
	Iteration 5F: 3 clusters Score -1.893116e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 128810 members 
Entering Unmasked Estep 
Score: -18939472.000000 Penalty: 3936.501221
	Iteration 6F: 3 clusters Score -1.893947e+07 nChanged 15420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -18951968.000000 Penalty: 3936.501221
	Iteration 7F: 3 clusters Score -1.895197e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 159584 members 
Entering Unmasked Estep 
Score: -18965542.000000 Penalty: 3936.501221
	Iteration 8F: 3 clusters Score -1.896554e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 171915 members 
Entering Unmasked Estep 
Score: -18975802.000000 Penalty: 3936.501221
	Iteration 9F: 3 clusters Score -1.89758e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -18980764.000000 Penalty: 3936.501221
	Iteration 10Q: 3 clusters Score -1.898076e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -18982542.000000 Penalty: 3936.501221
	Iteration 11Q: 3 clusters Score -1.898254e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -18983168.000000 Penalty: 3936.501221
	Iteration 12Q: 3 clusters Score -1.898317e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 181760 members 
Entering Unmasked Estep 
Score: -18983396.000000 Penalty: 3936.501221
	Iteration 13Q: 3 clusters Score -1.89834e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -18983520.000000 Penalty: 3936.501221
	Iteration 14Q: 3 clusters Score -1.898352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181794 members 
Entering Unmasked Estep 
Score: -18983550.000000 Penalty: 3936.501221
	Iteration 15Q: 3 clusters Score -1.898355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 181789 members 
Entering Unmasked Estep 
Score: -18983596.000000 Penalty: 3936.501221
	Iteration 16Q: 3 clusters Score -1.89836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181785 members 
Entering Unmasked Estep 
Score: -18983590.000000 Penalty: 3936.501221
	Iteration 17Q: 3 clusters Score -1.898359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -18983596.000000 Penalty: 3936.501221
	Iteration 18Q: 3 clusters Score -1.89836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 181776 members 
Entering Unmasked Estep 
Score: -18983594.000000 Penalty: 3936.501221
	Iteration 19Q: 3 clusters Score -1.898359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -18983600.000000 Penalty: 3936.501221
	Iteration 20F: 3 clusters Score -1.89836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -18983598.000000 Penalty: 3936.501221
	Iteration 21Q: 3 clusters Score -1.89836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 181779 members 
Entering Unmasked Estep 
Score: -18983606.000000 Penalty: 3936.501221
	Iteration 22Q: 3 clusters Score -1.898361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 181782 members 
Entering Unmasked Estep 
Score: -18983602.000000 Penalty: 3936.501221
	Iteration 23Q: 3 clusters Score -1.89836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181785 members 
Entering Unmasked Estep 
Score: -18983612.000000 Penalty: 3936.501221
	Iteration 24Q: 3 clusters Score -1.898361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -18983608.000000 Penalty: 3936.501221
	Iteration 25Q: 3 clusters Score -1.898361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -18983618.000000 Penalty: 3936.501221
	Iteration 26Q: 3 clusters Score -1.898362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181783 members 
Entering Unmasked Estep 
Score: -18983614.000000 Penalty: 3936.501221
	Iteration 27Q: 3 clusters Score -1.898361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181783 members 
Entering Unmasked Estep 
Score: -18983624.000000 Penalty: 3936.501221
	Iteration 28Q: 3 clusters Score -1.898362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 181785 members 
Entering Unmasked Estep 
Score: -18983626.000000 Penalty: 3936.501221
	Iteration 29Q: 3 clusters Score -1.898363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -18983632.000000 Penalty: 3936.501221
	Iteration 30Q: 3 clusters Score -1.898363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 181789 members 
Entering Unmasked Estep 
Score: -18983634.000000 Penalty: 3936.501221
	Iteration 31Q: 3 clusters Score -1.898363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -18983638.000000 Penalty: 3936.501221
	Iteration 32Q: 3 clusters Score -1.898364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -18983634.000000 Penalty: 3936.501221
	Iteration 33Q: 3 clusters Score -1.898363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 181789 members 
Entering Unmasked Estep 
Score: -18983642.000000 Penalty: 3936.501221
	Iteration 34Q: 3 clusters Score -1.898364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -18983648.000000 Penalty: 3936.501221
	Iteration 35Q: 3 clusters Score -1.898365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -18983648.000000 Penalty: 3936.501221
	Iteration 36F: 3 clusters Score -1.898365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Entering Unmasked Estep 
Score: -10192704.000000 Penalty: 1866.324097
	Iteration 0F: 2 clusters Score -1.01927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -10127652.000000 Penalty: 3732.648193
	Iteration 0F: 3 clusters Score -1.012765e+07 nChanged 46598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -10154791.000000 Penalty: 3732.648193
	Iteration 1F: 3 clusters Score -1.015479e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -10155431.000000 Penalty: 3732.648193
	Iteration 2Q: 3 clusters Score -1.015543e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -10156219.000000 Penalty: 3732.648193
	Iteration 3Q: 3 clusters Score -1.015622e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -10157199.000000 Penalty: 3732.648193
	Iteration 4Q: 3 clusters Score -1.01572e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -10158951.000000 Penalty: 3732.648193
	Iteration 5Q: 3 clusters Score -1.015895e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -10162083.000000 Penalty: 3732.648193
	Iteration 6F: 3 clusters Score -1.016208e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -10167145.000000 Penalty: 3732.648193
	Iteration 7F: 3 clusters Score -1.016714e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -10174167.000000 Penalty: 3732.648193
	Iteration 8F: 3 clusters Score -1.017417e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86062 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -10181233.000000 Penalty: 3732.648193
	Iteration 9F: 3 clusters Score -1.018123e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -10186491.000000 Penalty: 3732.648193
	Iteration 10F: 3 clusters Score -1.018649e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94489 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10189224.000000 Penalty: 3732.648193
	Iteration 11Q: 3 clusters Score -1.018922e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10190500.000000 Penalty: 3732.648193
	Iteration 12Q: 3 clusters Score -1.01905e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96297 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10191025.000000 Penalty: 3732.648193
	Iteration 13Q: 3 clusters Score -1.019102e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96462 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10191252.000000 Penalty: 3732.648193
	Iteration 14Q: 3 clusters Score -1.019125e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10191374.000000 Penalty: 3732.648193
	Iteration 15Q: 3 clusters Score -1.019137e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10191451.000000 Penalty: 3732.648193
	Iteration 16Q: 3 clusters Score -1.019145e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10191505.000000 Penalty: 3732.648193
	Iteration 17Q: 3 clusters Score -1.01915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10191548.000000 Penalty: 3732.648193
	Iteration 18Q: 3 clusters Score -1.019155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10191578.000000 Penalty: 3732.648193
	Iteration 19Q: 3 clusters Score -1.019158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10191583.000000 Penalty: 3732.648193
	Iteration 20F: 3 clusters Score -1.019158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10191600.000000 Penalty: 3732.648193
	Iteration 21Q: 3 clusters Score -1.01916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10191608.000000 Penalty: 3732.648193
	Iteration 22Q: 3 clusters Score -1.019161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10191612.000000 Penalty: 3732.648193
	Iteration 23Q: 3 clusters Score -1.019161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10191608.000000 Penalty: 3732.648193
	Iteration 24Q: 3 clusters Score -1.019161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10191604.000000 Penalty: 3732.648193
	Iteration 25Q: 3 clusters Score -1.01916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10191600.000000 Penalty: 3732.648193
	Iteration 26Q: 3 clusters Score -1.01916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10191600.000000 Penalty: 3732.648193
	Iteration 27Q: 3 clusters Score -1.01916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10191600.000000 Penalty: 3732.648193
	Iteration 28F: 3 clusters Score -1.01916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Entering Unmasked Estep 
Score: -9726060.000000 Penalty: 1857.780640
	Iteration 0F: 2 clusters Score -9726060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -9665003.000000 Penalty: 3715.561279
	Iteration 0F: 3 clusters Score -9665003 nChanged 43860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -9691963.000000 Penalty: 3715.561279
	Iteration 1F: 3 clusters Score -9691963 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -9694603.000000 Penalty: 3715.561279
	Iteration 2F: 3 clusters Score -9694603 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -9699181.000000 Penalty: 3715.561279
	Iteration 3F: 3 clusters Score -9699181 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -9705353.000000 Penalty: 3715.561279
	Iteration 4F: 3 clusters Score -9705353 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -9712052.000000 Penalty: 3715.561279
	Iteration 5F: 3 clusters Score -9712052 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -9718232.000000 Penalty: 3715.561279
	Iteration 6F: 3 clusters Score -9718232 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -9722009.000000 Penalty: 3715.561279
	Iteration 7Q: 3 clusters Score -9722009 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -9723269.000000 Penalty: 3715.561279
	Iteration 8Q: 3 clusters Score -9723269 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -9723663.000000 Penalty: 3715.561279
	Iteration 9Q: 3 clusters Score -9723663 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -9723924.000000 Penalty: 3715.561279
	Iteration 10Q: 3 clusters Score -9723924 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -9724124.000000 Penalty: 3715.561279
	Iteration 11Q: 3 clusters Score -9724124 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9724213.000000 Penalty: 3715.561279
	Iteration 12Q: 3 clusters Score -9724213 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -9724263.000000 Penalty: 3715.561279
	Iteration 13Q: 3 clusters Score -9724263 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -9724297.000000 Penalty: 3715.561279
	Iteration 14Q: 3 clusters Score -9724297 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -9724343.000000 Penalty: 3715.561279
	Iteration 15Q: 3 clusters Score -9724343 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -9724373.000000 Penalty: 3715.561279
	Iteration 16Q: 3 clusters Score -9724373 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -9724390.000000 Penalty: 3715.561279
	Iteration 17Q: 3 clusters Score -9724390 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -9724417.000000 Penalty: 3715.561279
	Iteration 18Q: 3 clusters Score -9724417 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -9724458.000000 Penalty: 3715.561279
	Iteration 19Q: 3 clusters Score -9724458 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -9724500.000000 Penalty: 3715.561279
	Iteration 20F: 3 clusters Score -9724500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -9724567.000000 Penalty: 3715.561279
	Iteration 21Q: 3 clusters Score -9724567 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -9724595.000000 Penalty: 3715.561279
	Iteration 22Q: 3 clusters Score -9724595 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -9724605.000000 Penalty: 3715.561279
	Iteration 23Q: 3 clusters Score -9724605 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -9724640.000000 Penalty: 3715.561279
	Iteration 24Q: 3 clusters Score -9724640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -9724700.000000 Penalty: 3715.561279
	Iteration 25Q: 3 clusters Score -9724700 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -9724727.000000 Penalty: 3715.561279
	Iteration 26Q: 3 clusters Score -9724727 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -9724785.000000 Penalty: 3715.561279
	Iteration 27Q: 3 clusters Score -9724785 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -9724826.000000 Penalty: 3715.561279
	Iteration 28Q: 3 clusters Score -9724826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -9724836.000000 Penalty: 3715.561279
	Iteration 29Q: 3 clusters Score -9724836 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9724864.000000 Penalty: 3715.561279
	Iteration 30Q: 3 clusters Score -9724864 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -9724903.000000 Penalty: 3715.561279
	Iteration 31Q: 3 clusters Score -9724903 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -9724907.000000 Penalty: 3715.561279
	Iteration 32Q: 3 clusters Score -9724907 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -9724940.000000 Penalty: 3715.561279
	Iteration 33Q: 3 clusters Score -9724940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -9724978.000000 Penalty: 3715.561279
	Iteration 34Q: 3 clusters Score -9724978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -9724980.000000 Penalty: 3715.561279
	Iteration 35Q: 3 clusters Score -9724980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -9724997.000000 Penalty: 3715.561279
	Iteration 36Q: 3 clusters Score -9724997 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -9725014.000000 Penalty: 3715.561279
	Iteration 37Q: 3 clusters Score -9725014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -9725037.000000 Penalty: 3715.561279
	Iteration 38Q: 3 clusters Score -9725037 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -9725047.000000 Penalty: 3715.561279
	Iteration 39Q: 3 clusters Score -9725047 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -9725067.000000 Penalty: 3715.561279
	Iteration 40F: 3 clusters Score -9725067 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -9725099.000000 Penalty: 3715.561279
	Iteration 41Q: 3 clusters Score -9725099 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -9725111.000000 Penalty: 3715.561279
	Iteration 42Q: 3 clusters Score -9725111 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -9725148.000000 Penalty: 3715.561279
	Iteration 43Q: 3 clusters Score -9725148 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -9725148.000000 Penalty: 3715.561279
	Iteration 44Q: 3 clusters Score -9725148 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -9725134.000000 Penalty: 3715.561279
	Iteration 45Q: 3 clusters Score -9725134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -9725151.000000 Penalty: 3715.561279
	Iteration 46Q: 3 clusters Score -9725151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -9725159.000000 Penalty: 3715.561279
	Iteration 47Q: 3 clusters Score -9725159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -9725176.000000 Penalty: 3715.561279
	Iteration 48Q: 3 clusters Score -9725176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -9725160.000000 Penalty: 3715.561279
	Iteration 49Q: 3 clusters Score -9725160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9725190.000000 Penalty: 3715.561279
	Iteration 50Q: 3 clusters Score -9725190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -9725196.000000 Penalty: 3715.561279
	Iteration 51Q: 3 clusters Score -9725196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -9725204.000000 Penalty: 3715.561279
	Iteration 52Q: 3 clusters Score -9725204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -9725215.000000 Penalty: 3715.561279
	Iteration 53Q: 3 clusters Score -9725215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -9725231.000000 Penalty: 3715.561279
	Iteration 54Q: 3 clusters Score -9725231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -9725232.000000 Penalty: 3715.561279
	Iteration 55Q: 3 clusters Score -9725232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -9725229.000000 Penalty: 3715.561279
	Iteration 56Q: 3 clusters Score -9725229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -9725226.000000 Penalty: 3715.561279
	Iteration 57Q: 3 clusters Score -9725226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -9725229.000000 Penalty: 3715.561279
	Iteration 58Q: 3 clusters Score -9725229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9725262.000000 Penalty: 3715.561279
	Iteration 59Q: 3 clusters Score -9725262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -9725271.000000 Penalty: 3715.561279
	Iteration 60F: 3 clusters Score -9725271 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -9725305.000000 Penalty: 3715.561279
	Iteration 61Q: 3 clusters Score -9725305 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -9725326.000000 Penalty: 3715.561279
	Iteration 62Q: 3 clusters Score -9725326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -9725328.000000 Penalty: 3715.561279
	Iteration 63Q: 3 clusters Score -9725328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -9725357.000000 Penalty: 3715.561279
	Iteration 64Q: 3 clusters Score -9725357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -9725388.000000 Penalty: 3715.561279
	Iteration 65Q: 3 clusters Score -9725388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -9725431.000000 Penalty: 3715.561279
	Iteration 66Q: 3 clusters Score -9725431 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -9725449.000000 Penalty: 3715.561279
	Iteration 67Q: 3 clusters Score -9725449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -9725478.000000 Penalty: 3715.561279
	Iteration 68Q: 3 clusters Score -9725478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9725485 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9725523 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9725525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9725561 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9725566 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9725564 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9725591 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9725602 nChanged 99
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9725595 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9725580 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9725576 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9725597 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9725604 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9725598 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9725596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9725609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9725590 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9725615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9725599 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9725611 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9725609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9725632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9725644 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9725679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9725669 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9725664 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 83762 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9725680 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9725704 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9725718 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9725721 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9725758 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9725756 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9725765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9725790 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9725822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9725833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9725844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9725845 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9725853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9725826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9725844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9725850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9725840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9725849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9725857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9725869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9725846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9725851 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6620 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9725839 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9725849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9725861 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9725860 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9725860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9725866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9725888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9725878 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9725877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9725896 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9725902 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9725911 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9725910 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9725918 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9725916 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9725924 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9725936 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9725926 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9725922 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9725920 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9725911 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5983 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9725933 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5941 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9725928 nChanged 40
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Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9725930 nChanged 36
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Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9725923 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5833 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9725938 nChanged 30
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Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9725929 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5774 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9725935 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9725940 nChanged 19
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Mstep: Class 1 contains 5728 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9725952 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9725946 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9725953 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9725951 nChanged 19
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Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9725946 nChanged 22
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Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9725957 nChanged 22
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Mstep: Class 1 contains 5622 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9725949 nChanged 12
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Mstep: Class 1 contains 5612 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9725947 nChanged 8
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Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9725951 nChanged 9
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Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9725950 nChanged 9
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Mstep: Class 1 contains 5588 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9725953 nChanged 8
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Mstep: Class 1 contains 5580 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9725952 nChanged 5
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Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9725945 nChanged 7
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Mstep: Class 1 contains 5568 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9725952 nChanged 9
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Entering Unmasked Estep 
Score: -9725951.000000 Penalty: 3715.561279
	Iteration 162Q: 3 clusters Score -9725951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -9725934.000000 Penalty: 3715.561279
	Iteration 163Q: 3 clusters Score -9725934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -9725937.000000 Penalty: 3715.561279
	Iteration 164Q: 3 clusters Score -9725937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -9725927.000000 Penalty: 3715.561279
	Iteration 165Q: 3 clusters Score -9725927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -9725935.000000 Penalty: 3715.561279
	Iteration 166Q: 3 clusters Score -9725935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -9725931.000000 Penalty: 3715.561279
	Iteration 167Q: 3 clusters Score -9725931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -9725928.000000 Penalty: 3715.561279
	Iteration 168Q: 3 clusters Score -9725928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -9725929.000000 Penalty: 3715.561279
	Iteration 169Q: 3 clusters Score -9725929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -9725928.000000 Penalty: 3715.561279
	Iteration 170Q: 3 clusters Score -9725928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -9725930.000000 Penalty: 3715.561279
	Iteration 171Q: 3 clusters Score -9725930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -9725937.000000 Penalty: 3715.561279
	Iteration 172Q: 3 clusters Score -9725937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -9725938.000000 Penalty: 3715.561279
	Iteration 173Q: 3 clusters Score -9725938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -9725936.000000 Penalty: 3715.561279
	Iteration 174Q: 3 clusters Score -9725936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -9725932.000000 Penalty: 3715.561279
	Iteration 175Q: 3 clusters Score -9725932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -9725933.000000 Penalty: 3715.561279
	Iteration 176Q: 3 clusters Score -9725933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -9725928.000000 Penalty: 3715.561279
	Iteration 177Q: 3 clusters Score -9725928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -9725929.000000 Penalty: 3715.561279
	Iteration 178Q: 3 clusters Score -9725929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -9725929.000000 Penalty: 3715.561279
	Iteration 179Q: 3 clusters Score -9725929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -9725930.000000 Penalty: 3715.561279
	Iteration 180F: 3 clusters Score -9725930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -9725930.000000 Penalty: 3715.561279
	Iteration 181Q: 3 clusters Score -9725930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -9725930.000000 Penalty: 3715.561279
	Iteration 182F: 3 clusters Score -9725930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Entering Unmasked Estep 
Score: -1104174.375000 Penalty: 1505.519287
	Iteration 0F: 2 clusters Score -1104174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1096731.375000 Penalty: 3011.038574
	Iteration 0F: 3 clusters Score -1096731 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1099233.000000 Penalty: 3011.038574
	Iteration 1F: 3 clusters Score -1099233 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1099672.125000 Penalty: 3011.038574
	Iteration 2F: 3 clusters Score -1099672 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1100213.625000 Penalty: 3011.038574
	Iteration 3F: 3 clusters Score -1100214 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1100801.375000 Penalty: 3011.038574
	Iteration 4F: 3 clusters Score -1100801 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1101464.875000 Penalty: 3011.038574
	Iteration 5F: 3 clusters Score -1101465 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1102042.875000 Penalty: 3011.038574
	Iteration 6F: 3 clusters Score -1102043 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1102464.375000 Penalty: 3011.038574
	Iteration 7F: 3 clusters Score -1102464 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1102729.500000 Penalty: 3011.038574
	Iteration 8Q: 3 clusters Score -1102730 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1102878.000000 Penalty: 3011.038574
	Iteration 9Q: 3 clusters Score -1102878 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1102958.500000 Penalty: 3011.038574
	Iteration 10Q: 3 clusters Score -1102958 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1103023.000000 Penalty: 3011.038574
	Iteration 11Q: 3 clusters Score -1103023 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1103076.625000 Penalty: 3011.038574
	Iteration 12Q: 3 clusters Score -1103077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1103113.500000 Penalty: 3011.038574
	Iteration 13Q: 3 clusters Score -1103114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1103136.250000 Penalty: 3011.038574
	Iteration 14Q: 3 clusters Score -1103136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1103157.500000 Penalty: 3011.038574
	Iteration 15Q: 3 clusters Score -1103158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1103170.375000 Penalty: 3011.038574
	Iteration 16Q: 3 clusters Score -1103170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1103184.000000 Penalty: 3011.038574
	Iteration 17Q: 3 clusters Score -1103184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1103191.375000 Penalty: 3011.038574
	Iteration 18Q: 3 clusters Score -1103191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1103193.625000 Penalty: 3011.038574
	Iteration 19Q: 3 clusters Score -1103194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1103199.000000 Penalty: 3011.038574
	Iteration 20F: 3 clusters Score -1103199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1103203.875000 Penalty: 3011.038574
	Iteration 21Q: 3 clusters Score -1103204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1103208.500000 Penalty: 3011.038574
	Iteration 22Q: 3 clusters Score -1103208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1103208.500000 Penalty: 3011.038574
	Iteration 23Q: 3 clusters Score -1103208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1103212.125000 Penalty: 3011.038574
	Iteration 24Q: 3 clusters Score -1103212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1103212.125000 Penalty: 3011.038574
	Iteration 25Q: 3 clusters Score -1103212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1103215.875000 Penalty: 3011.038574
	Iteration 26Q: 3 clusters Score -1103216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1103218.000000 Penalty: 3011.038574
	Iteration 27Q: 3 clusters Score -1103218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1103218.375000 Penalty: 3011.038574
	Iteration 28Q: 3 clusters Score -1103218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1103221.750000 Penalty: 3011.038574
	Iteration 29Q: 3 clusters Score -1103222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1103225.000000 Penalty: 3011.038574
	Iteration 30Q: 3 clusters Score -1103225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1103229.750000 Penalty: 3011.038574
	Iteration 31Q: 3 clusters Score -1103230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1103232.625000 Penalty: 3011.038574
	Iteration 32Q: 3 clusters Score -1103233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1103234.000000 Penalty: 3011.038574
	Iteration 33Q: 3 clusters Score -1103234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1103240.875000 Penalty: 3011.038574
	Iteration 34Q: 3 clusters Score -1103241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1103246.000000 Penalty: 3011.038574
	Iteration 35Q: 3 clusters Score -1103246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1103251.500000 Penalty: 3011.038574
	Iteration 36Q: 3 clusters Score -1103252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1103254.875000 Penalty: 3011.038574
	Iteration 37Q: 3 clusters Score -1103255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1103257.875000 Penalty: 3011.038574
	Iteration 38Q: 3 clusters Score -1103258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1103264.000000 Penalty: 3011.038574
	Iteration 39Q: 3 clusters Score -1103264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1103265.875000 Penalty: 3011.038574
	Iteration 40F: 3 clusters Score -1103266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1103271.125000 Penalty: 3011.038574
	Iteration 41Q: 3 clusters Score -1103271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1103275.750000 Penalty: 3011.038574
	Iteration 42Q: 3 clusters Score -1103276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1103280.625000 Penalty: 3011.038574
	Iteration 43Q: 3 clusters Score -1103281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1103279.375000 Penalty: 3011.038574
	Iteration 44Q: 3 clusters Score -1103279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1103281.250000 Penalty: 3011.038574
	Iteration 45Q: 3 clusters Score -1103281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1103285.000000 Penalty: 3011.038574
	Iteration 46Q: 3 clusters Score -1103285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1103285.375000 Penalty: 3011.038574
	Iteration 47Q: 3 clusters Score -1103285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1103290.375000 Penalty: 3011.038574
	Iteration 48Q: 3 clusters Score -1103290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1103289.000000 Penalty: 3011.038574
	Iteration 49Q: 3 clusters Score -1103289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1103291.375000 Penalty: 3011.038574
	Iteration 50Q: 3 clusters Score -1103291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1103294.625000 Penalty: 3011.038574
	Iteration 51Q: 3 clusters Score -1103295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1103295.125000 Penalty: 3011.038574
	Iteration 52Q: 3 clusters Score -1103295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1103293.625000 Penalty: 3011.038574
	Iteration 53Q: 3 clusters Score -1103294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1103293.625000 Penalty: 3011.038574
	Iteration 54F: 3 clusters Score -1103294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -313596.218750 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -313596.2 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 1650 members 
Entering Unmasked Estep 
Score: -310737.906250 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -310737.9 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -311544.656250 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -311544.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -311809.875000 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -311809.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -312052.125000 Penalty: 2631.663574
	Iteration 3F: 3 clusters Score -312052.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -312277.468750 Penalty: 2631.663574
	Iteration 4F: 3 clusters Score -312277.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -312489.031250 Penalty: 2631.663574
	Iteration 5F: 3 clusters Score -312489 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -312676.281250 Penalty: 2631.663574
	Iteration 6F: 3 clusters Score -312676.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -312824.656250 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -312824.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312984.687500 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -312984.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -313144.656250 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -313144.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -313311.687500 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -313311.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -313432.562500 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -313432.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -313515.093750 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -313515.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -313570.468750 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -313570.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -313607.468750 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -313607.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -313640.000000 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -313640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -313695.468750 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -313695.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -313736.500000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -313736.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -313756.718750 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -313756.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -313772.281250 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -313772.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -313784.468750 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -313784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -313796.531250 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -313796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -313800.218750 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -313800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -313803.843750 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -313803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -313811.843750 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -313811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -313815.125000 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -313815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -313816.906250 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -313816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -313817.906250 Penalty: 2631.663574
	Iteration 27Q: 3 clusters Score -313817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -313817.906250 Penalty: 2631.663574
	Iteration 28F: 3 clusters Score -313817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 113744 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 2140 members 
Entering Unmasked Estep 
Score: -154063584.000000 Penalty: 101845.984375
Splitting cluster 19 changes total score from -154064288.000000 to -154063584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Entering Unmasked Estep 
Score: -866145.625000 Penalty: 1482.280762
	Iteration 0F: 2 clusters Score -866145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -859582.875000 Penalty: 2964.561523
	Iteration 0F: 3 clusters Score -859582.9 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -861879.312500 Penalty: 2964.561523
	Iteration 1F: 3 clusters Score -861879.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -862280.125000 Penalty: 2964.561523
	Iteration 2F: 3 clusters Score -862280.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -862608.187500 Penalty: 2964.561523
	Iteration 3F: 3 clusters Score -862608.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -862892.062500 Penalty: 2964.561523
	Iteration 4F: 3 clusters Score -862892.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -863146.687500 Penalty: 2964.561523
	Iteration 5Q: 3 clusters Score -863146.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -863370.625000 Penalty: 2964.561523
	Iteration 6Q: 3 clusters Score -863370.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -863584.750000 Penalty: 2964.561523
	Iteration 7Q: 3 clusters Score -863584.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -863792.250000 Penalty: 2964.561523
	Iteration 8Q: 3 clusters Score -863792.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -863958.812500 Penalty: 2964.561523
	Iteration 9Q: 3 clusters Score -863958.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -864129.500000 Penalty: 2964.561523
	Iteration 10Q: 3 clusters Score -864129.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -864289.750000 Penalty: 2964.561523
	Iteration 11Q: 3 clusters Score -864289.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -864413.562500 Penalty: 2964.561523
	Iteration 12Q: 3 clusters Score -864413.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -864535.375000 Penalty: 2964.561523
	Iteration 13Q: 3 clusters Score -864535.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -864639.937500 Penalty: 2964.561523
	Iteration 14Q: 3 clusters Score -864639.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -864733.500000 Penalty: 2964.561523
	Iteration 15Q: 3 clusters Score -864733.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -864816.250000 Penalty: 2964.561523
	Iteration 16Q: 3 clusters Score -864816.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -864891.875000 Penalty: 2964.561523
	Iteration 17Q: 3 clusters Score -864891.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -864947.250000 Penalty: 2964.561523
	Iteration 18Q: 3 clusters Score -864947.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -864989.937500 Penalty: 2964.561523
	Iteration 19Q: 3 clusters Score -864989.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -865035.812500 Penalty: 2964.561523
	Iteration 20F: 3 clusters Score -865035.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -865070.750000 Penalty: 2964.561523
	Iteration 21Q: 3 clusters Score -865070.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -865101.812500 Penalty: 2964.561523
	Iteration 22Q: 3 clusters Score -865101.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -865123.062500 Penalty: 2964.561523
	Iteration 23Q: 3 clusters Score -865123.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -865142.437500 Penalty: 2964.561523
	Iteration 24Q: 3 clusters Score -865142.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -865154.500000 Penalty: 2964.561523
	Iteration 25Q: 3 clusters Score -865154.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -865165.312500 Penalty: 2964.561523
	Iteration 26Q: 3 clusters Score -865165.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -865178.312500 Penalty: 2964.561523
	Iteration 27Q: 3 clusters Score -865178.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -865187.000000 Penalty: 2964.561523
	Iteration 28Q: 3 clusters Score -865187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -865193.687500 Penalty: 2964.561523
	Iteration 29Q: 3 clusters Score -865193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -865197.625000 Penalty: 2964.561523
	Iteration 30Q: 3 clusters Score -865197.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -865204.375000 Penalty: 2964.561523
	Iteration 31Q: 3 clusters Score -865204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -865207.625000 Penalty: 2964.561523
	Iteration 32Q: 3 clusters Score -865207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -865211.437500 Penalty: 2964.561523
	Iteration 33Q: 3 clusters Score -865211.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -865215.125000 Penalty: 2964.561523
	Iteration 34Q: 3 clusters Score -865215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -865217.500000 Penalty: 2964.561523
	Iteration 35Q: 3 clusters Score -865217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -865220.187500 Penalty: 2964.561523
	Iteration 36Q: 3 clusters Score -865220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -865220.937500 Penalty: 2964.561523
	Iteration 37Q: 3 clusters Score -865220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -865223.687500 Penalty: 2964.561523
	Iteration 38Q: 3 clusters Score -865223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -865225.000000 Penalty: 2964.561523
	Iteration 39Q: 3 clusters Score -865225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -865224.500000 Penalty: 2964.561523
	Iteration 40F: 3 clusters Score -865224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -865228.437500 Penalty: 2964.561523
	Iteration 41Q: 3 clusters Score -865228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -865230.312500 Penalty: 2964.561523
	Iteration 42Q: 3 clusters Score -865230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -865231.250000 Penalty: 2964.561523
	Iteration 43Q: 3 clusters Score -865231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -865234.812500 Penalty: 2964.561523
	Iteration 44Q: 3 clusters Score -865234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -865238.250000 Penalty: 2964.561523
	Iteration 45Q: 3 clusters Score -865238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -865239.875000 Penalty: 2964.561523
	Iteration 46Q: 3 clusters Score -865239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -865241.437500 Penalty: 2964.561523
	Iteration 47Q: 3 clusters Score -865241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -865241.437500 Penalty: 2964.561523
	Iteration 48Q: 3 clusters Score -865241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -865241.437500 Penalty: 2964.561523
	Iteration 49F: 3 clusters Score -865241.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -743796.875000 Penalty: 1455.971680
	Iteration 0F: 2 clusters Score -743796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -738086.250000 Penalty: 2911.943359
	Iteration 0F: 3 clusters Score -738086.2 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -740908.562500 Penalty: 2911.943359
	Iteration 1F: 3 clusters Score -740908.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -742130.812500 Penalty: 2911.943359
	Iteration 2F: 3 clusters Score -742130.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -742989.875000 Penalty: 2911.943359
	Iteration 3F: 3 clusters Score -742989.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -743334.812500 Penalty: 2911.943359
	Iteration 4F: 3 clusters Score -743334.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -743471.000000 Penalty: 2911.943359
	Iteration 5Q: 3 clusters Score -743471 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -743521.250000 Penalty: 2911.943359
	Iteration 6Q: 3 clusters Score -743521.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -743543.000000 Penalty: 2911.943359
	Iteration 7Q: 3 clusters Score -743543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -743555.250000 Penalty: 2911.943359
	Iteration 8Q: 3 clusters Score -743555.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -743563.000000 Penalty: 2911.943359
	Iteration 9Q: 3 clusters Score -743563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -743567.937500 Penalty: 2911.943359
	Iteration 10Q: 3 clusters Score -743567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -743569.687500 Penalty: 2911.943359
	Iteration 11Q: 3 clusters Score -743569.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -743573.250000 Penalty: 2911.943359
	Iteration 12Q: 3 clusters Score -743573.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -743577.062500 Penalty: 2911.943359
	Iteration 13Q: 3 clusters Score -743577.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -743581.375000 Penalty: 2911.943359
	Iteration 14Q: 3 clusters Score -743581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -743582.750000 Penalty: 2911.943359
	Iteration 15Q: 3 clusters Score -743582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -743585.500000 Penalty: 2911.943359
	Iteration 16Q: 3 clusters Score -743585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -743584.500000 Penalty: 2911.943359
	Iteration 17Q: 3 clusters Score -743584.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -743585.625000 Penalty: 2911.943359
	Iteration 18Q: 3 clusters Score -743585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -743589.437500 Penalty: 2911.943359
	Iteration 19Q: 3 clusters Score -743589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -743589.062500 Penalty: 2911.943359
	Iteration 20F: 3 clusters Score -743589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -743588.937500 Penalty: 2911.943359
	Iteration 21Q: 3 clusters Score -743588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -743590.312500 Penalty: 2911.943359
	Iteration 22Q: 3 clusters Score -743590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -743590.312500 Penalty: 2911.943359
	Iteration 23F: 3 clusters Score -743590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Entering Unmasked Estep 
Score: -2182791.500000 Penalty: 1621.484009
	Iteration 0F: 2 clusters Score -2182792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2168230.000000 Penalty: 3242.968018
	Iteration 0F: 3 clusters Score -2168230 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2174039.250000 Penalty: 3242.968018
	Iteration 1F: 3 clusters Score -2174039 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2174790.750000 Penalty: 3242.968018
	Iteration 2F: 3 clusters Score -2174791 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2175580.500000 Penalty: 3242.968018
	Iteration 3F: 3 clusters Score -2175580 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2176394.750000 Penalty: 3242.968018
	Iteration 4F: 3 clusters Score -2176395 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2177175.250000 Penalty: 3242.968018
	Iteration 5F: 3 clusters Score -2177175 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2177786.250000 Penalty: 3242.968018
	Iteration 6F: 3 clusters Score -2177786 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2178266.250000 Penalty: 3242.968018
	Iteration 7Q: 3 clusters Score -2178266 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2178637.750000 Penalty: 3242.968018
	Iteration 8Q: 3 clusters Score -2178638 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2178932.000000 Penalty: 3242.968018
	Iteration 9Q: 3 clusters Score -2178932 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2179161.250000 Penalty: 3242.968018
	Iteration 10Q: 3 clusters Score -2179161 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2179315.750000 Penalty: 3242.968018
	Iteration 11Q: 3 clusters Score -2179316 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2179432.250000 Penalty: 3242.968018
	Iteration 12Q: 3 clusters Score -2179432 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2179517.000000 Penalty: 3242.968018
	Iteration 13Q: 3 clusters Score -2179517 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2179569.750000 Penalty: 3242.968018
	Iteration 14Q: 3 clusters Score -2179570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2179647.750000 Penalty: 3242.968018
	Iteration 15Q: 3 clusters Score -2179648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2179719.500000 Penalty: 3242.968018
	Iteration 16Q: 3 clusters Score -2179720 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2179796.250000 Penalty: 3242.968018
	Iteration 17Q: 3 clusters Score -2179796 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2179892.000000 Penalty: 3242.968018
	Iteration 18Q: 3 clusters Score -2179892 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2180000.500000 Penalty: 3242.968018
	Iteration 19Q: 3 clusters Score -2180000 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2180116.250000 Penalty: 3242.968018
	Iteration 20F: 3 clusters Score -2180116 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2180222.000000 Penalty: 3242.968018
	Iteration 21Q: 3 clusters Score -2180222 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2180333.250000 Penalty: 3242.968018
	Iteration 22Q: 3 clusters Score -2180333 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2180437.000000 Penalty: 3242.968018
	Iteration 23Q: 3 clusters Score -2180437 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2180538.250000 Penalty: 3242.968018
	Iteration 24Q: 3 clusters Score -2180538 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2180653.250000 Penalty: 3242.968018
	Iteration 25Q: 3 clusters Score -2180653 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2180732.000000 Penalty: 3242.968018
	Iteration 26Q: 3 clusters Score -2180732 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2180811.500000 Penalty: 3242.968018
	Iteration 27Q: 3 clusters Score -2180812 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2180889.250000 Penalty: 3242.968018
	Iteration 28Q: 3 clusters Score -2180889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2180948.750000 Penalty: 3242.968018
	Iteration 29Q: 3 clusters Score -2180949 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2181005.500000 Penalty: 3242.968018
	Iteration 30Q: 3 clusters Score -2181006 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2181053.000000 Penalty: 3242.968018
	Iteration 31Q: 3 clusters Score -2181053 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2181092.750000 Penalty: 3242.968018
	Iteration 32Q: 3 clusters Score -2181093 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2181129.250000 Penalty: 3242.968018
	Iteration 33Q: 3 clusters Score -2181129 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2181160.000000 Penalty: 3242.968018
	Iteration 34Q: 3 clusters Score -2181160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2181198.500000 Penalty: 3242.968018
	Iteration 35Q: 3 clusters Score -2181198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2181227.250000 Penalty: 3242.968018
	Iteration 36Q: 3 clusters Score -2181227 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2181266.000000 Penalty: 3242.968018
	Iteration 37Q: 3 clusters Score -2181266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2181309.500000 Penalty: 3242.968018
	Iteration 38Q: 3 clusters Score -2181310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2181328.500000 Penalty: 3242.968018
	Iteration 39Q: 3 clusters Score -2181328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2181346.750000 Penalty: 3242.968018
	Iteration 40F: 3 clusters Score -2181347 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2181374.500000 Penalty: 3242.968018
	Iteration 41Q: 3 clusters Score -2181374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2181398.000000 Penalty: 3242.968018
	Iteration 42Q: 3 clusters Score -2181398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2181409.500000 Penalty: 3242.968018
	Iteration 43Q: 3 clusters Score -2181410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2181430.250000 Penalty: 3242.968018
	Iteration 44Q: 3 clusters Score -2181430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2181445.000000 Penalty: 3242.968018
	Iteration 45Q: 3 clusters Score -2181445 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2181470.000000 Penalty: 3242.968018
	Iteration 46Q: 3 clusters Score -2181470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2181478.750000 Penalty: 3242.968018
	Iteration 47Q: 3 clusters Score -2181479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2181495.000000 Penalty: 3242.968018
	Iteration 48Q: 3 clusters Score -2181495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2181506.750000 Penalty: 3242.968018
	Iteration 49Q: 3 clusters Score -2181507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2181521.500000 Penalty: 3242.968018
	Iteration 50Q: 3 clusters Score -2181522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2181534.250000 Penalty: 3242.968018
	Iteration 51Q: 3 clusters Score -2181534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2181551.250000 Penalty: 3242.968018
	Iteration 52Q: 3 clusters Score -2181551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2181565.250000 Penalty: 3242.968018
	Iteration 53Q: 3 clusters Score -2181565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2181573.750000 Penalty: 3242.968018
	Iteration 54Q: 3 clusters Score -2181574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2181578.750000 Penalty: 3242.968018
	Iteration 55Q: 3 clusters Score -2181579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2181583.250000 Penalty: 3242.968018
	Iteration 56Q: 3 clusters Score -2181583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2181588.000000 Penalty: 3242.968018
	Iteration 57Q: 3 clusters Score -2181588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2181593.250000 Penalty: 3242.968018
	Iteration 58Q: 3 clusters Score -2181593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2181591.250000 Penalty: 3242.968018
	Iteration 59Q: 3 clusters Score -2181591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2181600.500000 Penalty: 3242.968018
	Iteration 60F: 3 clusters Score -2181600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2181607.250000 Penalty: 3242.968018
	Iteration 61Q: 3 clusters Score -2181607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2181612.250000 Penalty: 3242.968018
	Iteration 62Q: 3 clusters Score -2181612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2181617.500000 Penalty: 3242.968018
	Iteration 63Q: 3 clusters Score -2181618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2181620.250000 Penalty: 3242.968018
	Iteration 64Q: 3 clusters Score -2181620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2181623.500000 Penalty: 3242.968018
	Iteration 65Q: 3 clusters Score -2181624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2181630.250000 Penalty: 3242.968018
	Iteration 66Q: 3 clusters Score -2181630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2181631.250000 Penalty: 3242.968018
	Iteration 67Q: 3 clusters Score -2181631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2181636.000000 Penalty: 3242.968018
	Iteration 68Q: 3 clusters Score -2181636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2181638.500000 Penalty: 3242.968018
	Iteration 69Q: 3 clusters Score -2181638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2181643.250000 Penalty: 3242.968018
	Iteration 70Q: 3 clusters Score -2181643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2181650.000000 Penalty: 3242.968018
	Iteration 71Q: 3 clusters Score -2181650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2181657.500000 Penalty: 3242.968018
	Iteration 72Q: 3 clusters Score -2181658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2181662.500000 Penalty: 3242.968018
	Iteration 73Q: 3 clusters Score -2181662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2181664.000000 Penalty: 3242.968018
	Iteration 74Q: 3 clusters Score -2181664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2181664.750000 Penalty: 3242.968018
	Iteration 75Q: 3 clusters Score -2181665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2181666.750000 Penalty: 3242.968018
	Iteration 76Q: 3 clusters Score -2181667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2181669.500000 Penalty: 3242.968018
	Iteration 77Q: 3 clusters Score -2181670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2181674.000000 Penalty: 3242.968018
	Iteration 78Q: 3 clusters Score -2181674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2181674.500000 Penalty: 3242.968018
	Iteration 79Q: 3 clusters Score -2181674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2181672.250000 Penalty: 3242.968018
	Iteration 80F: 3 clusters Score -2181672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2181672.500000 Penalty: 3242.968018
	Iteration 81Q: 3 clusters Score -2181672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2181676.500000 Penalty: 3242.968018
	Iteration 82Q: 3 clusters Score -2181676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2181677.500000 Penalty: 3242.968018
	Iteration 83Q: 3 clusters Score -2181678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2181681.750000 Penalty: 3242.968018
	Iteration 84Q: 3 clusters Score -2181682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2181681.250000 Penalty: 3242.968018
	Iteration 85Q: 3 clusters Score -2181681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2181683.500000 Penalty: 3242.968018
	Iteration 86Q: 3 clusters Score -2181684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2181689.000000 Penalty: 3242.968018
	Iteration 87Q: 3 clusters Score -2181689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2181690.250000 Penalty: 3242.968018
	Iteration 88Q: 3 clusters Score -2181690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2181693.750000 Penalty: 3242.968018
	Iteration 89Q: 3 clusters Score -2181694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2181693.250000 Penalty: 3242.968018
	Iteration 90Q: 3 clusters Score -2181693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2181696.750000 Penalty: 3242.968018
	Iteration 91Q: 3 clusters Score -2181697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2181698.500000 Penalty: 3242.968018
	Iteration 92Q: 3 clusters Score -2181698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2181697.000000 Penalty: 3242.968018
	Iteration 93Q: 3 clusters Score -2181697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2181695.250000 Penalty: 3242.968018
	Iteration 94Q: 3 clusters Score -2181695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2181697.000000 Penalty: 3242.968018
	Iteration 95Q: 3 clusters Score -2181697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2181696.000000 Penalty: 3242.968018
	Iteration 96Q: 3 clusters Score -2181696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2181697.250000 Penalty: 3242.968018
	Iteration 97Q: 3 clusters Score -2181697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2181697.750000 Penalty: 3242.968018
	Iteration 98Q: 3 clusters Score -2181698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2181699.250000 Penalty: 3242.968018
	Iteration 99Q: 3 clusters Score -2181699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2181699.250000 Penalty: 3242.968018
	Iteration 100F: 3 clusters Score -2181699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -366576.437500 Penalty: 1340.852905
	Iteration 0F: 2 clusters Score -366576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -363364.468750 Penalty: 2681.705811
	Iteration 0F: 3 clusters Score -363364.5 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -364223.656250 Penalty: 2681.705811
	Iteration 1F: 3 clusters Score -364223.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364408.000000 Penalty: 2681.705811
	Iteration 2F: 3 clusters Score -364408 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -364546.875000 Penalty: 2681.705811
	Iteration 3F: 3 clusters Score -364546.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -364665.625000 Penalty: 2681.705811
	Iteration 4F: 3 clusters Score -364665.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -364768.468750 Penalty: 2681.705811
	Iteration 5Q: 3 clusters Score -364768.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -364858.687500 Penalty: 2681.705811
	Iteration 6Q: 3 clusters Score -364858.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -364945.687500 Penalty: 2681.705811
	Iteration 7Q: 3 clusters Score -364945.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -365061.937500 Penalty: 2681.705811
	Iteration 8Q: 3 clusters Score -365061.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -365215.875000 Penalty: 2681.705811
	Iteration 9Q: 3 clusters Score -365215.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -365375.156250 Penalty: 2681.705811
	Iteration 10Q: 3 clusters Score -365375.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -365564.593750 Penalty: 2681.705811
	Iteration 11F: 3 clusters Score -365564.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -365707.625000 Penalty: 2681.705811
	Iteration 12Q: 3 clusters Score -365707.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -365816.281250 Penalty: 2681.705811
	Iteration 13Q: 3 clusters Score -365816.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -365884.562500 Penalty: 2681.705811
	Iteration 14Q: 3 clusters Score -365884.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -365919.500000 Penalty: 2681.705811
	Iteration 15Q: 3 clusters Score -365919.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -365949.187500 Penalty: 2681.705811
	Iteration 16Q: 3 clusters Score -365949.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -365976.093750 Penalty: 2681.705811
	Iteration 17Q: 3 clusters Score -365976.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -366002.218750 Penalty: 2681.705811
	Iteration 18Q: 3 clusters Score -366002.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -366022.656250 Penalty: 2681.705811
	Iteration 19Q: 3 clusters Score -366022.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -366040.593750 Penalty: 2681.705811
	Iteration 20F: 3 clusters Score -366040.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -366051.468750 Penalty: 2681.705811
	Iteration 21Q: 3 clusters Score -366051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -366066.875000 Penalty: 2681.705811
	Iteration 22Q: 3 clusters Score -366066.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -366077.875000 Penalty: 2681.705811
	Iteration 23Q: 3 clusters Score -366077.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -366087.625000 Penalty: 2681.705811
	Iteration 24Q: 3 clusters Score -366087.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -366094.843750 Penalty: 2681.705811
	Iteration 25Q: 3 clusters Score -366094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -366102.062500 Penalty: 2681.705811
	Iteration 26Q: 3 clusters Score -366102.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -366107.250000 Penalty: 2681.705811
	Iteration 27Q: 3 clusters Score -366107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -366109.218750 Penalty: 2681.705811
	Iteration 28Q: 3 clusters Score -366109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -366109.593750 Penalty: 2681.705811
	Iteration 29Q: 3 clusters Score -366109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -366111.468750 Penalty: 2681.705811
	Iteration 30Q: 3 clusters Score -366111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -366112.750000 Penalty: 2681.705811
	Iteration 31Q: 3 clusters Score -366112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -366112.906250 Penalty: 2681.705811
	Iteration 32Q: 3 clusters Score -366112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -366113.125000 Penalty: 2681.705811
	Iteration 33Q: 3 clusters Score -366113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -366113.125000 Penalty: 2681.705811
	Iteration 34F: 3 clusters Score -366113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Entering Unmasked Estep 
Score: -1835002.875000 Penalty: 1582.428711
	Iteration 0F: 2 clusters Score -1835003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1823351.500000 Penalty: 3164.857422
	Iteration 0F: 3 clusters Score -1823352 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1827378.625000 Penalty: 3164.857422
	Iteration 1F: 3 clusters Score -1827379 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1827630.125000 Penalty: 3164.857422
	Iteration 2Q: 3 clusters Score -1827630 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1827859.000000 Penalty: 3164.857422
	Iteration 3Q: 3 clusters Score -1827859 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1828096.750000 Penalty: 3164.857422
	Iteration 4Q: 3 clusters Score -1828097 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1828358.750000 Penalty: 3164.857422
	Iteration 5Q: 3 clusters Score -1828359 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1828652.625000 Penalty: 3164.857422
	Iteration 6Q: 3 clusters Score -1828653 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1828994.500000 Penalty: 3164.857422
	Iteration 7Q: 3 clusters Score -1828994 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1829357.000000 Penalty: 3164.857422
	Iteration 8Q: 3 clusters Score -1829357 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1829745.750000 Penalty: 3164.857422
	Iteration 9Q: 3 clusters Score -1829746 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1830206.500000 Penalty: 3164.857422
	Iteration 10Q: 3 clusters Score -1830206 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1830767.875000 Penalty: 3164.857422
	Iteration 11Q: 3 clusters Score -1830768 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1831372.875000 Penalty: 3164.857422
	Iteration 12Q: 3 clusters Score -1831373 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1831887.000000 Penalty: 3164.857422
	Iteration 13Q: 3 clusters Score -1831887 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1832218.500000 Penalty: 3164.857422
	Iteration 14Q: 3 clusters Score -1832218 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1832421.625000 Penalty: 3164.857422
	Iteration 15Q: 3 clusters Score -1832422 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1832554.750000 Penalty: 3164.857422
	Iteration 16Q: 3 clusters Score -1832555 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1832647.250000 Penalty: 3164.857422
	Iteration 17Q: 3 clusters Score -1832647 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1832723.875000 Penalty: 3164.857422
	Iteration 18Q: 3 clusters Score -1832724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1832796.125000 Penalty: 3164.857422
	Iteration 19Q: 3 clusters Score -1832796 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1832873.375000 Penalty: 3164.857422
	Iteration 20F: 3 clusters Score -1832873 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1832933.375000 Penalty: 3164.857422
	Iteration 21Q: 3 clusters Score -1832933 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1832988.625000 Penalty: 3164.857422
	Iteration 22Q: 3 clusters Score -1832989 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1833040.875000 Penalty: 3164.857422
	Iteration 23Q: 3 clusters Score -1833041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1833079.250000 Penalty: 3164.857422
	Iteration 24Q: 3 clusters Score -1833079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1833121.125000 Penalty: 3164.857422
	Iteration 25Q: 3 clusters Score -1833121 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1833162.875000 Penalty: 3164.857422
	Iteration 26Q: 3 clusters Score -1833163 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1833220.000000 Penalty: 3164.857422
	Iteration 27Q: 3 clusters Score -1833220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1833258.250000 Penalty: 3164.857422
	Iteration 28Q: 3 clusters Score -1833258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1833298.500000 Penalty: 3164.857422
	Iteration 29Q: 3 clusters Score -1833298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1833341.875000 Penalty: 3164.857422
	Iteration 30Q: 3 clusters Score -1833342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1833374.500000 Penalty: 3164.857422
	Iteration 31Q: 3 clusters Score -1833374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1833406.750000 Penalty: 3164.857422
	Iteration 32Q: 3 clusters Score -1833407 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1833435.500000 Penalty: 3164.857422
	Iteration 33Q: 3 clusters Score -1833436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1833458.500000 Penalty: 3164.857422
	Iteration 34Q: 3 clusters Score -1833458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1833480.250000 Penalty: 3164.857422
	Iteration 35Q: 3 clusters Score -1833480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1833511.875000 Penalty: 3164.857422
	Iteration 36Q: 3 clusters Score -1833512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1833526.625000 Penalty: 3164.857422
	Iteration 37Q: 3 clusters Score -1833527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1833548.875000 Penalty: 3164.857422
	Iteration 38Q: 3 clusters Score -1833549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1833568.250000 Penalty: 3164.857422
	Iteration 39Q: 3 clusters Score -1833568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1833591.875000 Penalty: 3164.857422
	Iteration 40F: 3 clusters Score -1833592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1833615.375000 Penalty: 3164.857422
	Iteration 41Q: 3 clusters Score -1833615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1833632.750000 Penalty: 3164.857422
	Iteration 42Q: 3 clusters Score -1833633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1833652.250000 Penalty: 3164.857422
	Iteration 43Q: 3 clusters Score -1833652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1833662.750000 Penalty: 3164.857422
	Iteration 44Q: 3 clusters Score -1833663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1833674.375000 Penalty: 3164.857422
	Iteration 45Q: 3 clusters Score -1833674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1833676.625000 Penalty: 3164.857422
	Iteration 46Q: 3 clusters Score -1833677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1833681.125000 Penalty: 3164.857422
	Iteration 47Q: 3 clusters Score -1833681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1833693.000000 Penalty: 3164.857422
	Iteration 48Q: 3 clusters Score -1833693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1833694.750000 Penalty: 3164.857422
	Iteration 49Q: 3 clusters Score -1833695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1833696.500000 Penalty: 3164.857422
	Iteration 50Q: 3 clusters Score -1833696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1833696.375000 Penalty: 3164.857422
	Iteration 51Q: 3 clusters Score -1833696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1833696.250000 Penalty: 3164.857422
	Iteration 52Q: 3 clusters Score -1833696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1833703.625000 Penalty: 3164.857422
	Iteration 53Q: 3 clusters Score -1833704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1833705.875000 Penalty: 3164.857422
	Iteration 54Q: 3 clusters Score -1833706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1833708.000000 Penalty: 3164.857422
	Iteration 55Q: 3 clusters Score -1833708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1833710.125000 Penalty: 3164.857422
	Iteration 56Q: 3 clusters Score -1833710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1833712.375000 Penalty: 3164.857422
	Iteration 57Q: 3 clusters Score -1833712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1833714.625000 Penalty: 3164.857422
	Iteration 58Q: 3 clusters Score -1833715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1833717.875000 Penalty: 3164.857422
	Iteration 59Q: 3 clusters Score -1833718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1833718.750000 Penalty: 3164.857422
	Iteration 60F: 3 clusters Score -1833719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1833718.625000 Penalty: 3164.857422
	Iteration 61Q: 3 clusters Score -1833719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1833722.375000 Penalty: 3164.857422
	Iteration 62Q: 3 clusters Score -1833722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1833721.250000 Penalty: 3164.857422
	Iteration 63Q: 3 clusters Score -1833721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1833722.125000 Penalty: 3164.857422
	Iteration 64Q: 3 clusters Score -1833722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1833723.125000 Penalty: 3164.857422
	Iteration 65Q: 3 clusters Score -1833723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1833723.875000 Penalty: 3164.857422
	Iteration 66Q: 3 clusters Score -1833724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1833725.250000 Penalty: 3164.857422
	Iteration 67Q: 3 clusters Score -1833725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1833725.250000 Penalty: 3164.857422
	Iteration 68F: 3 clusters Score -1833725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Entering Unmasked Estep 
Score: -1077480.500000 Penalty: 1511.368530
	Iteration 0F: 2 clusters Score -1077480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1069798.250000 Penalty: 3022.737061
	Iteration 0F: 3 clusters Score -1069798 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1072598.250000 Penalty: 3022.737061
	Iteration 1F: 3 clusters Score -1072598 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1073190.250000 Penalty: 3022.737061
	Iteration 2F: 3 clusters Score -1073190 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1073706.000000 Penalty: 3022.737061
	Iteration 3F: 3 clusters Score -1073706 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1074137.875000 Penalty: 3022.737061
	Iteration 4F: 3 clusters Score -1074138 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1074569.250000 Penalty: 3022.737061
	Iteration 5F: 3 clusters Score -1074569 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1075098.750000 Penalty: 3022.737061
	Iteration 6F: 3 clusters Score -1075099 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1075707.375000 Penalty: 3022.737061
	Iteration 7F: 3 clusters Score -1075707 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1076169.750000 Penalty: 3022.737061
	Iteration 8F: 3 clusters Score -1076170 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1076515.625000 Penalty: 3022.737061
	Iteration 9Q: 3 clusters Score -1076516 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1076706.375000 Penalty: 3022.737061
	Iteration 10Q: 3 clusters Score -1076706 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1076810.250000 Penalty: 3022.737061
	Iteration 11Q: 3 clusters Score -1076810 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1076866.125000 Penalty: 3022.737061
	Iteration 12Q: 3 clusters Score -1076866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1076901.125000 Penalty: 3022.737061
	Iteration 13Q: 3 clusters Score -1076901 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1076922.875000 Penalty: 3022.737061
	Iteration 14Q: 3 clusters Score -1076923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1076934.250000 Penalty: 3022.737061
	Iteration 15Q: 3 clusters Score -1076934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1076939.125000 Penalty: 3022.737061
	Iteration 16Q: 3 clusters Score -1076939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1076944.750000 Penalty: 3022.737061
	Iteration 17Q: 3 clusters Score -1076945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1076948.250000 Penalty: 3022.737061
	Iteration 18Q: 3 clusters Score -1076948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1076953.250000 Penalty: 3022.737061
	Iteration 19Q: 3 clusters Score -1076953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1076959.125000 Penalty: 3022.737061
	Iteration 20F: 3 clusters Score -1076959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1076959.500000 Penalty: 3022.737061
	Iteration 21Q: 3 clusters Score -1076960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1076960.875000 Penalty: 3022.737061
	Iteration 22Q: 3 clusters Score -1076961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1076961.750000 Penalty: 3022.737061
	Iteration 23Q: 3 clusters Score -1076962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1076963.125000 Penalty: 3022.737061
	Iteration 24Q: 3 clusters Score -1076963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1076962.875000 Penalty: 3022.737061
	Iteration 25Q: 3 clusters Score -1076963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1076964.125000 Penalty: 3022.737061
	Iteration 26Q: 3 clusters Score -1076964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1076964.000000 Penalty: 3022.737061
	Iteration 27Q: 3 clusters Score -1076964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1076964.875000 Penalty: 3022.737061
	Iteration 28Q: 3 clusters Score -1076965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1076965.750000 Penalty: 3022.737061
	Iteration 29Q: 3 clusters Score -1076966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1076970.000000 Penalty: 3022.737061
	Iteration 30Q: 3 clusters Score -1076970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1076969.500000 Penalty: 3022.737061
	Iteration 31Q: 3 clusters Score -1076970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1076971.375000 Penalty: 3022.737061
	Iteration 32Q: 3 clusters Score -1076971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1076971.125000 Penalty: 3022.737061
	Iteration 33Q: 3 clusters Score -1076971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1076968.625000 Penalty: 3022.737061
	Iteration 34Q: 3 clusters Score -1076969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1076974.500000 Penalty: 3022.737061
	Iteration 35Q: 3 clusters Score -1076974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1076972.375000 Penalty: 3022.737061
	Iteration 36Q: 3 clusters Score -1076972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1076972.500000 Penalty: 3022.737061
	Iteration 37Q: 3 clusters Score -1076972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1076975.750000 Penalty: 3022.737061
	Iteration 38Q: 3 clusters Score -1076976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1076974.625000 Penalty: 3022.737061
	Iteration 39Q: 3 clusters Score -1076975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1076971.875000 Penalty: 3022.737061
	Iteration 40F: 3 clusters Score -1076972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1076976.000000 Penalty: 3022.737061
	Iteration 41Q: 3 clusters Score -1076976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1076980.750000 Penalty: 3022.737061
	Iteration 42Q: 3 clusters Score -1076981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1076982.750000 Penalty: 3022.737061
	Iteration 43Q: 3 clusters Score -1076983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1076980.375000 Penalty: 3022.737061
	Iteration 44Q: 3 clusters Score -1076980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1076982.750000 Penalty: 3022.737061
	Iteration 45Q: 3 clusters Score -1076983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1076982.375000 Penalty: 3022.737061
	Iteration 46Q: 3 clusters Score -1076982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1076983.000000 Penalty: 3022.737061
	Iteration 47Q: 3 clusters Score -1076983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1076984.250000 Penalty: 3022.737061
	Iteration 48Q: 3 clusters Score -1076984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1076986.625000 Penalty: 3022.737061
	Iteration 49Q: 3 clusters Score -1076987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1076986.750000 Penalty: 3022.737061
	Iteration 50Q: 3 clusters Score -1076987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1076987.375000 Penalty: 3022.737061
	Iteration 51Q: 3 clusters Score -1076987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1076984.125000 Penalty: 3022.737061
	Iteration 52Q: 3 clusters Score -1076984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1076986.000000 Penalty: 3022.737061
	Iteration 53Q: 3 clusters Score -1076986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1076986.250000 Penalty: 3022.737061
	Iteration 54Q: 3 clusters Score -1076986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1076987.500000 Penalty: 3022.737061
	Iteration 55Q: 3 clusters Score -1076988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1076987.500000 Penalty: 3022.737061
	Iteration 56Q: 3 clusters Score -1076988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1076988.625000 Penalty: 3022.737061
	Iteration 57Q: 3 clusters Score -1076989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1076990.000000 Penalty: 3022.737061
	Iteration 58Q: 3 clusters Score -1076990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1076988.500000 Penalty: 3022.737061
	Iteration 59Q: 3 clusters Score -1076988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1076988.500000 Penalty: 3022.737061
	Iteration 60F: 3 clusters Score -1076988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Entering Unmasked Estep 
Score: -1906558.750000 Penalty: 1609.600830
	Iteration 0F: 2 clusters Score -1906559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1892900.750000 Penalty: 3219.201660
	Iteration 0F: 3 clusters Score -1892901 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1898230.500000 Penalty: 3219.201660
	Iteration 1F: 3 clusters Score -1898230 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1898915.250000 Penalty: 3219.201660
	Iteration 2F: 3 clusters Score -1898915 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1899545.500000 Penalty: 3219.201660
	Iteration 3F: 3 clusters Score -1899546 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1900243.125000 Penalty: 3219.201660
	Iteration 4F: 3 clusters Score -1900243 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1900989.000000 Penalty: 3219.201660
	Iteration 5F: 3 clusters Score -1900989 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1901687.750000 Penalty: 3219.201660
	Iteration 6F: 3 clusters Score -1901688 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1902312.625000 Penalty: 3219.201660
	Iteration 7Q: 3 clusters Score -1902313 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1902797.750000 Penalty: 3219.201660
	Iteration 8Q: 3 clusters Score -1902798 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1903129.375000 Penalty: 3219.201660
	Iteration 9Q: 3 clusters Score -1903129 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1903350.375000 Penalty: 3219.201660
	Iteration 10Q: 3 clusters Score -1903350 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1903549.125000 Penalty: 3219.201660
	Iteration 11Q: 3 clusters Score -1903549 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1903747.750000 Penalty: 3219.201660
	Iteration 12Q: 3 clusters Score -1903748 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1903924.000000 Penalty: 3219.201660
	Iteration 13Q: 3 clusters Score -1903924 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1904105.625000 Penalty: 3219.201660
	Iteration 14Q: 3 clusters Score -1904106 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1904285.125000 Penalty: 3219.201660
	Iteration 15Q: 3 clusters Score -1904285 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1904447.875000 Penalty: 3219.201660
	Iteration 16Q: 3 clusters Score -1904448 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1904579.875000 Penalty: 3219.201660
	Iteration 17Q: 3 clusters Score -1904580 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1904707.750000 Penalty: 3219.201660
	Iteration 18Q: 3 clusters Score -1904708 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1904840.750000 Penalty: 3219.201660
	Iteration 19Q: 3 clusters Score -1904841 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1904975.500000 Penalty: 3219.201660
	Iteration 20F: 3 clusters Score -1904976 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1905100.500000 Penalty: 3219.201660
	Iteration 21Q: 3 clusters Score -1905100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1905214.625000 Penalty: 3219.201660
	Iteration 22Q: 3 clusters Score -1905215 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1905296.000000 Penalty: 3219.201660
	Iteration 23Q: 3 clusters Score -1905296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1905365.000000 Penalty: 3219.201660
	Iteration 24Q: 3 clusters Score -1905365 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1905415.375000 Penalty: 3219.201660
	Iteration 25Q: 3 clusters Score -1905415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1905462.625000 Penalty: 3219.201660
	Iteration 26Q: 3 clusters Score -1905463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1905498.375000 Penalty: 3219.201660
	Iteration 27Q: 3 clusters Score -1905498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1905519.000000 Penalty: 3219.201660
	Iteration 28Q: 3 clusters Score -1905519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1905535.625000 Penalty: 3219.201660
	Iteration 29Q: 3 clusters Score -1905536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1905547.375000 Penalty: 3219.201660
	Iteration 30Q: 3 clusters Score -1905547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1905557.750000 Penalty: 3219.201660
	Iteration 31Q: 3 clusters Score -1905558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1905566.750000 Penalty: 3219.201660
	Iteration 32Q: 3 clusters Score -1905567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1905579.375000 Penalty: 3219.201660
	Iteration 33Q: 3 clusters Score -1905579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1905589.125000 Penalty: 3219.201660
	Iteration 34Q: 3 clusters Score -1905589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1905596.375000 Penalty: 3219.201660
	Iteration 35Q: 3 clusters Score -1905596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1905603.375000 Penalty: 3219.201660
	Iteration 36Q: 3 clusters Score -1905603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1905606.125000 Penalty: 3219.201660
	Iteration 37Q: 3 clusters Score -1905606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1905611.375000 Penalty: 3219.201660
	Iteration 38Q: 3 clusters Score -1905611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1905613.625000 Penalty: 3219.201660
	Iteration 39Q: 3 clusters Score -1905614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1905614.125000 Penalty: 3219.201660
	Iteration 40F: 3 clusters Score -1905614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1905617.375000 Penalty: 3219.201660
	Iteration 41Q: 3 clusters Score -1905617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1905622.125000 Penalty: 3219.201660
	Iteration 42Q: 3 clusters Score -1905622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1905622.750000 Penalty: 3219.201660
	Iteration 43Q: 3 clusters Score -1905623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1905622.625000 Penalty: 3219.201660
	Iteration 44Q: 3 clusters Score -1905623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1905626.250000 Penalty: 3219.201660
	Iteration 45Q: 3 clusters Score -1905626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1905626.000000 Penalty: 3219.201660
	Iteration 46Q: 3 clusters Score -1905626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1905630.625000 Penalty: 3219.201660
	Iteration 47Q: 3 clusters Score -1905631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1905631.500000 Penalty: 3219.201660
	Iteration 48Q: 3 clusters Score -1905632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1905628.750000 Penalty: 3219.201660
	Iteration 49Q: 3 clusters Score -1905629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1905629.125000 Penalty: 3219.201660
	Iteration 50Q: 3 clusters Score -1905629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1905629.250000 Penalty: 3219.201660
	Iteration 51Q: 3 clusters Score -1905629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1905629.750000 Penalty: 3219.201660
	Iteration 52Q: 3 clusters Score -1905630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1905629.750000 Penalty: 3219.201660
	Iteration 53F: 3 clusters Score -1905630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Entering Unmasked Estep 
Score: -758662.187500 Penalty: 1441.642456
	Iteration 0F: 2 clusters Score -758662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -753306.625000 Penalty: 2883.284912
	Iteration 0F: 3 clusters Score -753306.6 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -754902.062500 Penalty: 2883.284912
	Iteration 1F: 3 clusters Score -754902.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -755189.312500 Penalty: 2883.284912
	Iteration 2F: 3 clusters Score -755189.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -755515.125000 Penalty: 2883.284912
	Iteration 3F: 3 clusters Score -755515.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -755899.000000 Penalty: 2883.284912
	Iteration 4F: 3 clusters Score -755899 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -756347.062500 Penalty: 2883.284912
	Iteration 5F: 3 clusters Score -756347.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -756826.437500 Penalty: 2883.284912
	Iteration 6F: 3 clusters Score -756826.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -757261.375000 Penalty: 2883.284912
	Iteration 7F: 3 clusters Score -757261.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -757560.250000 Penalty: 2883.284912
	Iteration 8F: 3 clusters Score -757560.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -757751.500000 Penalty: 2883.284912
	Iteration 9Q: 3 clusters Score -757751.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -757871.687500 Penalty: 2883.284912
	Iteration 10Q: 3 clusters Score -757871.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -757964.187500 Penalty: 2883.284912
	Iteration 11Q: 3 clusters Score -757964.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -758034.625000 Penalty: 2883.284912
	Iteration 12Q: 3 clusters Score -758034.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -758070.125000 Penalty: 2883.284912
	Iteration 13Q: 3 clusters Score -758070.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -758093.250000 Penalty: 2883.284912
	Iteration 14Q: 3 clusters Score -758093.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -758108.312500 Penalty: 2883.284912
	Iteration 15Q: 3 clusters Score -758108.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -758119.125000 Penalty: 2883.284912
	Iteration 16Q: 3 clusters Score -758119.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -758128.937500 Penalty: 2883.284912
	Iteration 17Q: 3 clusters Score -758128.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -758137.125000 Penalty: 2883.284912
	Iteration 18Q: 3 clusters Score -758137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -758140.062500 Penalty: 2883.284912
	Iteration 19Q: 3 clusters Score -758140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -758144.312500 Penalty: 2883.284912
	Iteration 20F: 3 clusters Score -758144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -758144.500000 Penalty: 2883.284912
	Iteration 21Q: 3 clusters Score -758144.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -758145.687500 Penalty: 2883.284912
	Iteration 22Q: 3 clusters Score -758145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -758146.312500 Penalty: 2883.284912
	Iteration 23Q: 3 clusters Score -758146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -758145.125000 Penalty: 2883.284912
	Iteration 24Q: 3 clusters Score -758145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -758145.062500 Penalty: 2883.284912
	Iteration 25Q: 3 clusters Score -758145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -758145.875000 Penalty: 2883.284912
	Iteration 26Q: 3 clusters Score -758145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -758145.875000 Penalty: 2883.284912
	Iteration 27F: 3 clusters Score -758145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Entering Unmasked Estep 
Score: -3103332.750000 Penalty: 1674.808960
	Iteration 0F: 2 clusters Score -3103333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3083115.250000 Penalty: 3349.617920
	Iteration 0F: 3 clusters Score -3083115 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3090811.000000 Penalty: 3349.617920
	Iteration 1F: 3 clusters Score -3090811 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3091237.250000 Penalty: 3349.617920
	Iteration 2Q: 3 clusters Score -3091237 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3091607.000000 Penalty: 3349.617920
	Iteration 3Q: 3 clusters Score -3091607 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3091986.750000 Penalty: 3349.617920
	Iteration 4Q: 3 clusters Score -3091987 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3092419.500000 Penalty: 3349.617920
	Iteration 5Q: 3 clusters Score -3092420 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3093040.500000 Penalty: 3349.617920
	Iteration 6Q: 3 clusters Score -3093040 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3093889.750000 Penalty: 3349.617920
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Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3094890 nChanged 1667
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Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3095915 nChanged 1613
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Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -3096933 nChanged 1445
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3097851 nChanged 1136
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Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3098518 nChanged 960
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Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3098978 nChanged 715
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Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3099600 nChanged 604
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Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3099873 nChanged 594
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3100160 nChanged 568
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Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3100417 nChanged 554
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Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3100659 nChanged 531
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Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3100924 nChanged 464
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Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3101160 nChanged 407
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Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3101350 nChanged 358
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Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3101535 nChanged 324
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Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3101696 nChanged 260
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Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3101789 nChanged 224
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Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3101879 nChanged 183
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Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3101932 nChanged 143
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Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28028 members 
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	Iteration 28Q: 3 clusters Score -3101987 nChanged 111
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Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3102031 nChanged 86
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Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3102052 nChanged 76
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Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3102074 nChanged 64
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3102084 nChanged 61
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Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3102104 nChanged 54
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Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3102115 nChanged 46
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Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 28512 members 
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	Iteration 35Q: 3 clusters Score -3102132 nChanged 34
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Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3102138 nChanged 32
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Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3102144 nChanged 34
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3102157 nChanged 22
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3102161 nChanged 22
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Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3102168 nChanged 15
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Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3102167 nChanged 14
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Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3102173 nChanged 21
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Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28696 members 
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	Iteration 43Q: 3 clusters Score -3102179 nChanged 24
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Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3102187 nChanged 9
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Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 28725 members 
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	Iteration 45Q: 3 clusters Score -3102189 nChanged 7
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Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28732 members 
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	Iteration 46Q: 3 clusters Score -3102187 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 28741 members 
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	Iteration 47Q: 3 clusters Score -3102192 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3102194 nChanged 12
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28761 members 
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	Iteration 49Q: 3 clusters Score -3102192 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3102202.250000 Penalty: 3349.617920
	Iteration 50Q: 3 clusters Score -3102202 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3102211 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3102220 nChanged 19
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Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 28821 members 
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	Iteration 53Q: 3 clusters Score -3102226 nChanged 13
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Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28834 members 
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	Iteration 54Q: 3 clusters Score -3102228 nChanged 20
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Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28854 members 
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	Iteration 55Q: 3 clusters Score -3102239 nChanged 12
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Mstep: Class 1 contains 1061 members 
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	Iteration 56Q: 3 clusters Score -3102239 nChanged 10
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28876 members 
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	Iteration 57Q: 3 clusters Score -3102248 nChanged 9
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Mstep: Class 1 contains 1044 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3102240 nChanged 6
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	Iteration 59Q: 3 clusters Score -3102243 nChanged 12
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Mstep: Class 1 contains 1030 members 
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	Iteration 60F: 3 clusters Score -3102250 nChanged 17
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Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28912 members 
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	Iteration 61Q: 3 clusters Score -3102261 nChanged 19
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28927 members 
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	Iteration 62Q: 3 clusters Score -3102283 nChanged 18
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Mstep: Class 1 contains 988 members 
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	Iteration 63Q: 3 clusters Score -3102288 nChanged 15
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Mstep: Class 1 contains 979 members 
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	Iteration 64Q: 3 clusters Score -3102291 nChanged 8
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Mstep: Class 1 contains 973 members 
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	Iteration 65Q: 3 clusters Score -3102293 nChanged 8
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Mstep: Class 1 contains 971 members 
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	Iteration 66Q: 3 clusters Score -3102296 nChanged 11
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Mstep: Class 1 contains 970 members 
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Entering Unmasked Estep 
Score: -3102303.250000 Penalty: 3349.617920
	Iteration 67Q: 3 clusters Score -3102303 nChanged 12
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Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28961 members 
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	Iteration 68Q: 3 clusters Score -3102307 nChanged 8
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Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28965 members 
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	Iteration 69Q: 3 clusters Score -3102307 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3102313.250000 Penalty: 3349.617920
	Iteration 70Q: 3 clusters Score -3102313 nChanged 11
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Mstep: Class 1 contains 954 members 
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	Iteration 71Q: 3 clusters Score -3102318 nChanged 6
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Mstep: Class 1 contains 952 members 
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	Iteration 72Q: 3 clusters Score -3102325 nChanged 2
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Mstep: Class 1 contains 952 members 
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	Iteration 73Q: 3 clusters Score -3102324 nChanged 3
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Mstep: Class 1 contains 951 members 
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	Iteration 74Q: 3 clusters Score -3102325 nChanged 2
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Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28978 members 
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	Iteration 75Q: 3 clusters Score -3102324 nChanged 3
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Mstep: Class 1 contains 946 members 
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Score: -3102329.750000 Penalty: 3349.617920
	Iteration 76Q: 3 clusters Score -3102330 nChanged 7
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Mstep: Class 1 contains 941 members 
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Entering Unmasked Estep 
Score: -3102333.750000 Penalty: 3349.617920
	Iteration 77Q: 3 clusters Score -3102334 nChanged 8
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Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3102336 nChanged 8
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Mstep: Class 1 contains 929 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3102340 nChanged 8
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Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3102342.750000 Penalty: 3349.617920
	Iteration 80F: 3 clusters Score -3102343 nChanged 7
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Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3102342 nChanged 8
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Mstep: Class 1 contains 910 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3102343 nChanged 8
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Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29025 members 
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	Iteration 83Q: 3 clusters Score -3102351 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3102349 nChanged 6
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Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29034 members 
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	Iteration 85Q: 3 clusters Score -3102352 nChanged 6
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Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3102354 nChanged 3
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Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29039 members 
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	Iteration 87Q: 3 clusters Score -3102356 nChanged 2
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Mstep: Class 1 contains 886 members 
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	Iteration 88Q: 3 clusters Score -3102360 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
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	Iteration 89Q: 3 clusters Score -3102357 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3102361.250000 Penalty: 3349.617920
	Iteration 90Q: 3 clusters Score -3102361 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3102366 nChanged 12
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Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3102372 nChanged 10
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Mstep: Class 1 contains 863 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3102378 nChanged 9
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Mstep: Class 1 contains 864 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3102375 nChanged 3
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	Iteration 95Q: 3 clusters Score -3102376 nChanged 2
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	Iteration 96Q: 3 clusters Score -3102376 nChanged 5
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3102382 nChanged 5
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3102384 nChanged 3
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3102386 nChanged 4
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Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3102389.500000 Penalty: 3349.617920
	Iteration 100F: 3 clusters Score -3102390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3102390.500000 Penalty: 3349.617920
	Iteration 101Q: 3 clusters Score -3102390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3102395.500000 Penalty: 3349.617920
	Iteration 102Q: 3 clusters Score -3102396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3102396.750000 Penalty: 3349.617920
	Iteration 103Q: 3 clusters Score -3102397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3102394.500000 Penalty: 3349.617920
	Iteration 104Q: 3 clusters Score -3102394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3102394.000000 Penalty: 3349.617920
	Iteration 105Q: 3 clusters Score -3102394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3102392.750000 Penalty: 3349.617920
	Iteration 106Q: 3 clusters Score -3102393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3102401.000000 Penalty: 3349.617920
	Iteration 107Q: 3 clusters Score -3102401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3102402.000000 Penalty: 3349.617920
	Iteration 108Q: 3 clusters Score -3102402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3102404.250000 Penalty: 3349.617920
	Iteration 109Q: 3 clusters Score -3102404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3102402.750000 Penalty: 3349.617920
	Iteration 110Q: 3 clusters Score -3102403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3102405.250000 Penalty: 3349.617920
	Iteration 111Q: 3 clusters Score -3102405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3102409.250000 Penalty: 3349.617920
	Iteration 112Q: 3 clusters Score -3102409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3102406.500000 Penalty: 3349.617920
	Iteration 113Q: 3 clusters Score -3102406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3102411.250000 Penalty: 3349.617920
	Iteration 114Q: 3 clusters Score -3102411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3102415.000000 Penalty: 3349.617920
	Iteration 115Q: 3 clusters Score -3102415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3102412.750000 Penalty: 3349.617920
	Iteration 116Q: 3 clusters Score -3102413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3102413.000000 Penalty: 3349.617920
	Iteration 117Q: 3 clusters Score -3102413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3102414.000000 Penalty: 3349.617920
	Iteration 118Q: 3 clusters Score -3102414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3102411.500000 Penalty: 3349.617920
	Iteration 119Q: 3 clusters Score -3102412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3102411.500000 Penalty: 3349.617920
	Iteration 120F: 3 clusters Score -3102412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (113744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Entering Unmasked Estep 
Score: -11907440.000000 Penalty: 1891.777100
	Iteration 0F: 2 clusters Score -1.190744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -11831753.000000 Penalty: 3783.554199
	Iteration 0F: 3 clusters Score -1.183175e+07 nChanged 54694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -11864012.000000 Penalty: 3783.554199
	Iteration 1F: 3 clusters Score -1.186401e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -11865612.000000 Penalty: 3783.554199
	Iteration 2Q: 3 clusters Score -1.186561e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -11867549.000000 Penalty: 3783.554199
	Iteration 3Q: 3 clusters Score -1.186755e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -11870183.000000 Penalty: 3783.554199
	Iteration 4Q: 3 clusters Score -1.187018e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -11873525.000000 Penalty: 3783.554199
	Iteration 5F: 3 clusters Score -1.187352e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -11878143.000000 Penalty: 3783.554199
	Iteration 6F: 3 clusters Score -1.187814e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -11883331.000000 Penalty: 3783.554199
	Iteration 7F: 3 clusters Score -1.188333e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -11887471.000000 Penalty: 3783.554199
	Iteration 8F: 3 clusters Score -1.188747e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -11889464.000000 Penalty: 3783.554199
	Iteration 9Q: 3 clusters Score -1.188946e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -11890249.000000 Penalty: 3783.554199
	Iteration 10Q: 3 clusters Score -1.189025e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -11890701.000000 Penalty: 3783.554199
	Iteration 11Q: 3 clusters Score -1.18907e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -11891144.000000 Penalty: 3783.554199
	Iteration 12Q: 3 clusters Score -1.189114e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -11891538.000000 Penalty: 3783.554199
	Iteration 13Q: 3 clusters Score -1.189154e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -11891866.000000 Penalty: 3783.554199
	Iteration 14Q: 3 clusters Score -1.189187e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -11892226.000000 Penalty: 3783.554199
	Iteration 15Q: 3 clusters Score -1.189223e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -11892661.000000 Penalty: 3783.554199
	Iteration 16Q: 3 clusters Score -1.189266e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -11892978.000000 Penalty: 3783.554199
	Iteration 17Q: 3 clusters Score -1.189298e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -11893367.000000 Penalty: 3783.554199
	Iteration 18Q: 3 clusters Score -1.189337e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -11893744.000000 Penalty: 3783.554199
	Iteration 19Q: 3 clusters Score -1.189374e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -11894125.000000 Penalty: 3783.554199
	Iteration 20F: 3 clusters Score -1.189412e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -11894518.000000 Penalty: 3783.554199
	Iteration 21Q: 3 clusters Score -1.189452e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -11894939.000000 Penalty: 3783.554199
	Iteration 22Q: 3 clusters Score -1.189494e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -11895389.000000 Penalty: 3783.554199
	Iteration 23Q: 3 clusters Score -1.189539e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -11895804.000000 Penalty: 3783.554199
	Iteration 24Q: 3 clusters Score -1.18958e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -11896205.000000 Penalty: 3783.554199
	Iteration 25Q: 3 clusters Score -1.18962e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -11896584.000000 Penalty: 3783.554199
	Iteration 26Q: 3 clusters Score -1.189658e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -11896869.000000 Penalty: 3783.554199
	Iteration 27Q: 3 clusters Score -1.189687e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -11897281.000000 Penalty: 3783.554199
	Iteration 28Q: 3 clusters Score -1.189728e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -11897730.000000 Penalty: 3783.554199
	Iteration 29Q: 3 clusters Score -1.189773e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -11898144.000000 Penalty: 3783.554199
	Iteration 30Q: 3 clusters Score -1.189814e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -11898599.000000 Penalty: 3783.554199
	Iteration 31Q: 3 clusters Score -1.18986e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -11899019.000000 Penalty: 3783.554199
	Iteration 32Q: 3 clusters Score -1.189902e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -11899398.000000 Penalty: 3783.554199
	Iteration 33Q: 3 clusters Score -1.18994e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -11899854.000000 Penalty: 3783.554199
	Iteration 34Q: 3 clusters Score -1.189985e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -11900304.000000 Penalty: 3783.554199
	Iteration 35Q: 3 clusters Score -1.19003e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -11900721.000000 Penalty: 3783.554199
	Iteration 36Q: 3 clusters Score -1.190072e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -11901090.000000 Penalty: 3783.554199
	Iteration 37Q: 3 clusters Score -1.190109e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -11901568.000000 Penalty: 3783.554199
	Iteration 38Q: 3 clusters Score -1.190157e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -11901967.000000 Penalty: 3783.554199
	Iteration 39Q: 3 clusters Score -1.190197e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -11902451.000000 Penalty: 3783.554199
	Iteration 40F: 3 clusters Score -1.190245e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -11902898.000000 Penalty: 3783.554199
	Iteration 41Q: 3 clusters Score -1.19029e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -11903337.000000 Penalty: 3783.554199
	Iteration 42Q: 3 clusters Score -1.190334e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -11903822.000000 Penalty: 3783.554199
	Iteration 43Q: 3 clusters Score -1.190382e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -11904289.000000 Penalty: 3783.554199
	Iteration 44Q: 3 clusters Score -1.190429e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -11904686.000000 Penalty: 3783.554199
	Iteration 45Q: 3 clusters Score -1.190469e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -11905087.000000 Penalty: 3783.554199
	Iteration 46Q: 3 clusters Score -1.190509e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -11905453.000000 Penalty: 3783.554199
	Iteration 47Q: 3 clusters Score -1.190545e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100664 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -11905857.000000 Penalty: 3783.554199
	Iteration 48Q: 3 clusters Score -1.190586e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -11906163.000000 Penalty: 3783.554199
	Iteration 49Q: 3 clusters Score -1.190616e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -11906355.000000 Penalty: 3783.554199
	Iteration 50Q: 3 clusters Score -1.190636e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -11906553.000000 Penalty: 3783.554199
	Iteration 51Q: 3 clusters Score -1.190655e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11906709.000000 Penalty: 3783.554199
	Iteration 52Q: 3 clusters Score -1.190671e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -11906887.000000 Penalty: 3783.554199
	Iteration 53Q: 3 clusters Score -1.190689e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -11907096.000000 Penalty: 3783.554199
	Iteration 54Q: 3 clusters Score -1.19071e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -11907190.000000 Penalty: 3783.554199
	Iteration 55Q: 3 clusters Score -1.190719e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105392 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -11907372.000000 Penalty: 3783.554199
	Iteration 56Q: 3 clusters Score -1.190737e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105764 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -11907468.000000 Penalty: 3783.554199
	Iteration 57Q: 3 clusters Score -1.190747e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -11907520.000000 Penalty: 3783.554199
	Iteration 58Q: 3 clusters Score -1.190752e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -11907559.000000 Penalty: 3783.554199
	Iteration 59Q: 3 clusters Score -1.190756e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -11907601.000000 Penalty: 3783.554199
	Iteration 60F: 3 clusters Score -1.19076e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -11907598.000000 Penalty: 3783.554199
	Iteration 61Q: 3 clusters Score -1.19076e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106865 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -11907636.000000 Penalty: 3783.554199
	Iteration 62Q: 3 clusters Score -1.190764e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -11907667.000000 Penalty: 3783.554199
	Iteration 63Q: 3 clusters Score -1.190767e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -11907662.000000 Penalty: 3783.554199
	Iteration 64Q: 3 clusters Score -1.190766e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -11907664.000000 Penalty: 3783.554199
	Iteration 65Q: 3 clusters Score -1.190766e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -11907681.000000 Penalty: 3783.554199
	Iteration 66Q: 3 clusters Score -1.190768e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -11907660.000000 Penalty: 3783.554199
	Iteration 67Q: 3 clusters Score -1.190766e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -11907652.000000 Penalty: 3783.554199
	Iteration 68Q: 3 clusters Score -1.190765e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -11907711.000000 Penalty: 3783.554199
	Iteration 69Q: 3 clusters Score -1.190771e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -11907697.000000 Penalty: 3783.554199
	Iteration 70Q: 3 clusters Score -1.19077e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -11907692.000000 Penalty: 3783.554199
	Iteration 71Q: 3 clusters Score -1.190769e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -11907701.000000 Penalty: 3783.554199
	Iteration 72Q: 3 clusters Score -1.19077e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11907720.000000 Penalty: 3783.554199
	Iteration 73Q: 3 clusters Score -1.190772e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -11907718.000000 Penalty: 3783.554199
	Iteration 74Q: 3 clusters Score -1.190772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11907722.000000 Penalty: 3783.554199
	Iteration 75Q: 3 clusters Score -1.190772e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -11907736.000000 Penalty: 3783.554199
	Iteration 76Q: 3 clusters Score -1.190774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108019 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -11907744.000000 Penalty: 3783.554199
	Iteration 77Q: 3 clusters Score -1.190774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -11907741.000000 Penalty: 3783.554199
	Iteration 78Q: 3 clusters Score -1.190774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -11907729.000000 Penalty: 3783.554199
	Iteration 79Q: 3 clusters Score -1.190773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -11907742.000000 Penalty: 3783.554199
	Iteration 80F: 3 clusters Score -1.190774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108122 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -11907727.000000 Penalty: 3783.554199
	Iteration 81Q: 3 clusters Score -1.190773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -11907730.000000 Penalty: 3783.554199
	Iteration 82Q: 3 clusters Score -1.190773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11907727.000000 Penalty: 3783.554199
	Iteration 83Q: 3 clusters Score -1.190773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -11907713.000000 Penalty: 3783.554199
	Iteration 84Q: 3 clusters Score -1.190771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -11907708.000000 Penalty: 3783.554199
	Iteration 85Q: 3 clusters Score -1.190771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -11907711.000000 Penalty: 3783.554199
	Iteration 86Q: 3 clusters Score -1.190771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -11907701.000000 Penalty: 3783.554199
	Iteration 87Q: 3 clusters Score -1.19077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -11907721.000000 Penalty: 3783.554199
	Iteration 88Q: 3 clusters Score -1.190772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -11907707.000000 Penalty: 3783.554199
	Iteration 89Q: 3 clusters Score -1.190771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108237 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -11907724.000000 Penalty: 3783.554199
	Iteration 90Q: 3 clusters Score -1.190772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -11907715.000000 Penalty: 3783.554199
	Iteration 91Q: 3 clusters Score -1.190772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -11907723.000000 Penalty: 3783.554199
	Iteration 92Q: 3 clusters Score -1.190772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -11907731.000000 Penalty: 3783.554199
	Iteration 93Q: 3 clusters Score -1.190773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -11907737.000000 Penalty: 3783.554199
	Iteration 94Q: 3 clusters Score -1.190774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108317 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -11907739.000000 Penalty: 3783.554199
	Iteration 95Q: 3 clusters Score -1.190774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -11907737.000000 Penalty: 3783.554199
	Iteration 96Q: 3 clusters Score -1.190774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108325 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -11907732.000000 Penalty: 3783.554199
	Iteration 97Q: 3 clusters Score -1.190773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108325 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -11907728.000000 Penalty: 3783.554199
	Iteration 98Q: 3 clusters Score -1.190773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -11907723.000000 Penalty: 3783.554199
	Iteration 99Q: 3 clusters Score -1.190772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -11907716.000000 Penalty: 3783.554199
	Iteration 100F: 3 clusters Score -1.190772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -11907723.000000 Penalty: 3783.554199
	Iteration 101Q: 3 clusters Score -1.190772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108332 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -11907726.000000 Penalty: 3783.554199
	Iteration 102Q: 3 clusters Score -1.190773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108334 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -11907717.000000 Penalty: 3783.554199
	Iteration 103Q: 3 clusters Score -1.190772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108334 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -11907717.000000 Penalty: 3783.554199
	Iteration 104F: 3 clusters Score -1.190772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 108334 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 5410 members 
Entering Unmasked Estep 
Score: -154064400.000000 Penalty: 101845.984375
Splitting cluster 29 changes total score from -154064288.000000 to -154064400.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (29833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Entering Unmasked Estep 
Score: -2846550.000000 Penalty: 1674.297729
	Iteration 0F: 2 clusters Score -2846550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2826362.000000 Penalty: 3348.595459
	Iteration 0F: 3 clusters Score -2826362 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2834447.500000 Penalty: 3348.595459
	Iteration 1F: 3 clusters Score -2834448 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2835338.000000 Penalty: 3348.595459
	Iteration 2F: 3 clusters Score -2835338 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2836248.250000 Penalty: 3348.595459
	Iteration 3F: 3 clusters Score -2836248 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2837150.750000 Penalty: 3348.595459
	Iteration 4F: 3 clusters Score -2837151 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2838031.500000 Penalty: 3348.595459
	Iteration 5F: 3 clusters Score -2838032 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2838928.000000 Penalty: 3348.595459
	Iteration 6F: 3 clusters Score -2838928 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2839892.750000 Penalty: 3348.595459
	Iteration 7F: 3 clusters Score -2839893 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2840872.750000 Penalty: 3348.595459
	Iteration 8F: 3 clusters Score -2840873 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2841808.250000 Penalty: 3348.595459
	Iteration 9Q: 3 clusters Score -2841808 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -2842718.000000 Penalty: 3348.595459
	Iteration 10Q: 3 clusters Score -2842718 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2843501.000000 Penalty: 3348.595459
	Iteration 11Q: 3 clusters Score -2843501 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2844093.500000 Penalty: 3348.595459
	Iteration 12Q: 3 clusters Score -2844094 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -2844515.500000 Penalty: 3348.595459
	Iteration 13Q: 3 clusters Score -2844516 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -2844807.000000 Penalty: 3348.595459
	Iteration 14Q: 3 clusters Score -2844807 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -2845010.000000 Penalty: 3348.595459
	Iteration 15Q: 3 clusters Score -2845010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2845215.000000 Penalty: 3348.595459
	Iteration 16Q: 3 clusters Score -2845215 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -2845345.250000 Penalty: 3348.595459
	Iteration 17Q: 3 clusters Score -2845345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -2845429.250000 Penalty: 3348.595459
	Iteration 18Q: 3 clusters Score -2845429 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -2845492.500000 Penalty: 3348.595459
	Iteration 19Q: 3 clusters Score -2845492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -2845529.000000 Penalty: 3348.595459
	Iteration 20F: 3 clusters Score -2845529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -2845567.750000 Penalty: 3348.595459
	Iteration 21Q: 3 clusters Score -2845568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -2845585.250000 Penalty: 3348.595459
	Iteration 22Q: 3 clusters Score -2845585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -2845601.000000 Penalty: 3348.595459
	Iteration 23Q: 3 clusters Score -2845601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -2845633.250000 Penalty: 3348.595459
	Iteration 24Q: 3 clusters Score -2845633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -2845647.500000 Penalty: 3348.595459
	Iteration 25Q: 3 clusters Score -2845648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -2845664.000000 Penalty: 3348.595459
	Iteration 26Q: 3 clusters Score -2845664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -2845686.250000 Penalty: 3348.595459
	Iteration 27Q: 3 clusters Score -2845686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -2845717.000000 Penalty: 3348.595459
	Iteration 28Q: 3 clusters Score -2845717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -2845737.500000 Penalty: 3348.595459
	Iteration 29Q: 3 clusters Score -2845738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -2845754.000000 Penalty: 3348.595459
	Iteration 30Q: 3 clusters Score -2845754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -2845754.250000 Penalty: 3348.595459
	Iteration 31Q: 3 clusters Score -2845754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -2845763.500000 Penalty: 3348.595459
	Iteration 32Q: 3 clusters Score -2845764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -2845775.250000 Penalty: 3348.595459
	Iteration 33Q: 3 clusters Score -2845775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2845786.750000 Penalty: 3348.595459
	Iteration 34Q: 3 clusters Score -2845787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2845800.250000 Penalty: 3348.595459
	Iteration 35Q: 3 clusters Score -2845800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2845807.250000 Penalty: 3348.595459
	Iteration 36Q: 3 clusters Score -2845807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -2845805.750000 Penalty: 3348.595459
	Iteration 37Q: 3 clusters Score -2845806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -2845808.000000 Penalty: 3348.595459
	Iteration 38Q: 3 clusters Score -2845808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -2845807.250000 Penalty: 3348.595459
	Iteration 39Q: 3 clusters Score -2845807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -2845811.750000 Penalty: 3348.595459
	Iteration 40F: 3 clusters Score -2845812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2845816.000000 Penalty: 3348.595459
	Iteration 41Q: 3 clusters Score -2845816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -2845820.250000 Penalty: 3348.595459
	Iteration 42Q: 3 clusters Score -2845820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2845820.500000 Penalty: 3348.595459
	Iteration 43Q: 3 clusters Score -2845820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2845820.500000 Penalty: 3348.595459
	Iteration 44F: 3 clusters Score -2845820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Entering Unmasked Estep 
Score: -907870.062500 Penalty: 1488.379395
	Iteration 0F: 2 clusters Score -907870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -900956.687500 Penalty: 2976.758789
	Iteration 0F: 3 clusters Score -900956.7 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -903432.500000 Penalty: 2976.758789
	Iteration 1F: 3 clusters Score -903432.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -903763.562500 Penalty: 2976.758789
	Iteration 2F: 3 clusters Score -903763.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -904082.625000 Penalty: 2976.758789
	Iteration 3F: 3 clusters Score -904082.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -904403.875000 Penalty: 2976.758789
	Iteration 4F: 3 clusters Score -904403.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -904679.187500 Penalty: 2976.758789
	Iteration 5F: 3 clusters Score -904679.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -904944.500000 Penalty: 2976.758789
	Iteration 6Q: 3 clusters Score -904944.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -905171.500000 Penalty: 2976.758789
	Iteration 7Q: 3 clusters Score -905171.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -905386.000000 Penalty: 2976.758789
	Iteration 8Q: 3 clusters Score -905386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -905622.437500 Penalty: 2976.758789
	Iteration 9Q: 3 clusters Score -905622.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -905823.062500 Penalty: 2976.758789
	Iteration 10Q: 3 clusters Score -905823.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -906039.562500 Penalty: 2976.758789
	Iteration 11Q: 3 clusters Score -906039.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -906302.500000 Penalty: 2976.758789
	Iteration 12Q: 3 clusters Score -906302.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -906571.812500 Penalty: 2976.758789
	Iteration 13Q: 3 clusters Score -906571.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -906809.687500 Penalty: 2976.758789
	Iteration 14Q: 3 clusters Score -906809.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -907006.750000 Penalty: 2976.758789
	Iteration 15Q: 3 clusters Score -907006.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -907183.937500 Penalty: 2976.758789
	Iteration 16Q: 3 clusters Score -907183.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -907314.437500 Penalty: 2976.758789
	Iteration 17Q: 3 clusters Score -907314.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -907413.062500 Penalty: 2976.758789
	Iteration 18Q: 3 clusters Score -907413.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -907478.437500 Penalty: 2976.758789
	Iteration 19Q: 3 clusters Score -907478.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -907557.687500 Penalty: 2976.758789
	Iteration 20F: 3 clusters Score -907557.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -907627.500000 Penalty: 2976.758789
	Iteration 21Q: 3 clusters Score -907627.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -907690.562500 Penalty: 2976.758789
	Iteration 22Q: 3 clusters Score -907690.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -907744.687500 Penalty: 2976.758789
	Iteration 23Q: 3 clusters Score -907744.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -907788.187500 Penalty: 2976.758789
	Iteration 24Q: 3 clusters Score -907788.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -907823.125000 Penalty: 2976.758789
	Iteration 25Q: 3 clusters Score -907823.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -907857.562500 Penalty: 2976.758789
	Iteration 26Q: 3 clusters Score -907857.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -907885.187500 Penalty: 2976.758789
	Iteration 27Q: 3 clusters Score -907885.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -907905.750000 Penalty: 2976.758789
	Iteration 28Q: 3 clusters Score -907905.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -907917.312500 Penalty: 2976.758789
	Iteration 29Q: 3 clusters Score -907917.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -907926.437500 Penalty: 2976.758789
	Iteration 30Q: 3 clusters Score -907926.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -907930.500000 Penalty: 2976.758789
	Iteration 31Q: 3 clusters Score -907930.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -907932.875000 Penalty: 2976.758789
	Iteration 32Q: 3 clusters Score -907932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -907934.312500 Penalty: 2976.758789
	Iteration 33Q: 3 clusters Score -907934.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -907934.500000 Penalty: 2976.758789
	Iteration 34Q: 3 clusters Score -907934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -907935.875000 Penalty: 2976.758789
	Iteration 35Q: 3 clusters Score -907935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -907937.937500 Penalty: 2976.758789
	Iteration 36Q: 3 clusters Score -907937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -907938.187500 Penalty: 2976.758789
	Iteration 37Q: 3 clusters Score -907938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -907938.812500 Penalty: 2976.758789
	Iteration 38Q: 3 clusters Score -907938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -907939.187500 Penalty: 2976.758789
	Iteration 39Q: 3 clusters Score -907939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -907937.875000 Penalty: 2976.758789
	Iteration 40F: 3 clusters Score -907937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -907938.687500 Penalty: 2976.758789
	Iteration 41Q: 3 clusters Score -907938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -907940.687500 Penalty: 2976.758789
	Iteration 42Q: 3 clusters Score -907940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -907940.187500 Penalty: 2976.758789
	Iteration 43Q: 3 clusters Score -907940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -907941.625000 Penalty: 2976.758789
	Iteration 44Q: 3 clusters Score -907941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -907942.062500 Penalty: 2976.758789
	Iteration 45Q: 3 clusters Score -907942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -907941.187500 Penalty: 2976.758789
	Iteration 46Q: 3 clusters Score -907941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -907942.125000 Penalty: 2976.758789
	Iteration 47Q: 3 clusters Score -907942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -907944.125000 Penalty: 2976.758789
	Iteration 48Q: 3 clusters Score -907944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -907943.750000 Penalty: 2976.758789
	Iteration 49Q: 3 clusters Score -907943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -907944.500000 Penalty: 2976.758789
	Iteration 50Q: 3 clusters Score -907944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -907945.875000 Penalty: 2976.758789
	Iteration 51Q: 3 clusters Score -907945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -907946.937500 Penalty: 2976.758789
	Iteration 52Q: 3 clusters Score -907946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -907948.000000 Penalty: 2976.758789
	Iteration 53Q: 3 clusters Score -907948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -907948.937500 Penalty: 2976.758789
	Iteration 54Q: 3 clusters Score -907948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -907949.187500 Penalty: 2976.758789
	Iteration 55Q: 3 clusters Score -907949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -907950.187500 Penalty: 2976.758789
	Iteration 56Q: 3 clusters Score -907950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -907952.562500 Penalty: 2976.758789
	Iteration 57Q: 3 clusters Score -907952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -907953.312500 Penalty: 2976.758789
	Iteration 58Q: 3 clusters Score -907953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -907954.687500 Penalty: 2976.758789
	Iteration 59Q: 3 clusters Score -907954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -907954.312500 Penalty: 2976.758789
	Iteration 60F: 3 clusters Score -907954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -907953.875000 Penalty: 2976.758789
	Iteration 61Q: 3 clusters Score -907953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -907953.312500 Penalty: 2976.758789
	Iteration 62Q: 3 clusters Score -907953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -907954.187500 Penalty: 2976.758789
	Iteration 63Q: 3 clusters Score -907954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -907955.750000 Penalty: 2976.758789
	Iteration 64Q: 3 clusters Score -907955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -907956.750000 Penalty: 2976.758789
	Iteration 65Q: 3 clusters Score -907956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -907956.250000 Penalty: 2976.758789
	Iteration 66Q: 3 clusters Score -907956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -907956.250000 Penalty: 2976.758789
	Iteration 67F: 3 clusters Score -907956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 108334 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 8344 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 5410 members 
Mstep: Class 45 contains 1158 members 
Entering Unmasked Estep 
Score: -154063360.000000 Penalty: 104160.664062
Splitting cluster 31 changes total score from -154064288.000000 to -154063360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -273116.000000 Penalty: 1285.590210
	Iteration 0F: 2 clusters Score -273116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -270576.843750 Penalty: 2571.180420
	Iteration 0F: 3 clusters Score -270576.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271255.125000 Penalty: 2571.180420
	Iteration 1F: 3 clusters Score -271255.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -271480.687500 Penalty: 2571.180420
	Iteration 2F: 3 clusters Score -271480.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -271650.875000 Penalty: 2571.180420
	Iteration 3F: 3 clusters Score -271650.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -271813.687500 Penalty: 2571.180420
	Iteration 4F: 3 clusters Score -271813.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -271938.375000 Penalty: 2571.180420
	Iteration 5F: 3 clusters Score -271938.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -272010.968750 Penalty: 2571.180420
	Iteration 6Q: 3 clusters Score -272011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -272055.875000 Penalty: 2571.180420
	Iteration 7Q: 3 clusters Score -272055.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -272082.812500 Penalty: 2571.180420
	Iteration 8Q: 3 clusters Score -272082.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -272094.281250 Penalty: 2571.180420
	Iteration 9Q: 3 clusters Score -272094.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -272104.250000 Penalty: 2571.180420
	Iteration 10Q: 3 clusters Score -272104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -272113.312500 Penalty: 2571.180420
	Iteration 11Q: 3 clusters Score -272113.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -272125.156250 Penalty: 2571.180420
	Iteration 12Q: 3 clusters Score -272125.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -272133.281250 Penalty: 2571.180420
	Iteration 13Q: 3 clusters Score -272133.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -272143.500000 Penalty: 2571.180420
	Iteration 14Q: 3 clusters Score -272143.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -272147.062500 Penalty: 2571.180420
	Iteration 15Q: 3 clusters Score -272147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -272150.656250 Penalty: 2571.180420
	Iteration 16Q: 3 clusters Score -272150.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -272151.750000 Penalty: 2571.180420
	Iteration 17Q: 3 clusters Score -272151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -272153.468750 Penalty: 2571.180420
	Iteration 18Q: 3 clusters Score -272153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -272154.593750 Penalty: 2571.180420
	Iteration 19Q: 3 clusters Score -272154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -272155.375000 Penalty: 2571.180420
	Iteration 20F: 3 clusters Score -272155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -272156.937500 Penalty: 2571.180420
	Iteration 21Q: 3 clusters Score -272156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -272157.218750 Penalty: 2571.180420
	Iteration 22Q: 3 clusters Score -272157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -272158.062500 Penalty: 2571.180420
	Iteration 23Q: 3 clusters Score -272158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -272158.906250 Penalty: 2571.180420
	Iteration 24Q: 3 clusters Score -272158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -272159.312500 Penalty: 2571.180420
	Iteration 25Q: 3 clusters Score -272159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -272159.312500 Penalty: 2571.180420
	Iteration 26F: 3 clusters Score -272159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -477602.125000 Penalty: 1376.799805
	Iteration 0F: 2 clusters Score -477602.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -473732.062500 Penalty: 2753.599609
	Iteration 0F: 3 clusters Score -473732.1 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -474923.218750 Penalty: 2753.599609
	Iteration 1F: 3 clusters Score -474923.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -475231.312500 Penalty: 2753.599609
	Iteration 2F: 3 clusters Score -475231.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -475543.250000 Penalty: 2753.599609
	Iteration 3F: 3 clusters Score -475543.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -475899.468750 Penalty: 2753.599609
	Iteration 4F: 3 clusters Score -475899.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -476185.218750 Penalty: 2753.599609
	Iteration 5F: 3 clusters Score -476185.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -476380.718750 Penalty: 2753.599609
	Iteration 6Q: 3 clusters Score -476380.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -476510.468750 Penalty: 2753.599609
	Iteration 7Q: 3 clusters Score -476510.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -476583.062500 Penalty: 2753.599609
	Iteration 8Q: 3 clusters Score -476583.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -476626.343750 Penalty: 2753.599609
	Iteration 9Q: 3 clusters Score -476626.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -476653.250000 Penalty: 2753.599609
	Iteration 10Q: 3 clusters Score -476653.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -476674.906250 Penalty: 2753.599609
	Iteration 11Q: 3 clusters Score -476674.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -476685.187500 Penalty: 2753.599609
	Iteration 12Q: 3 clusters Score -476685.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -476695.218750 Penalty: 2753.599609
	Iteration 13Q: 3 clusters Score -476695.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -476703.031250 Penalty: 2753.599609
	Iteration 14Q: 3 clusters Score -476703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -476706.687500 Penalty: 2753.599609
	Iteration 15Q: 3 clusters Score -476706.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -476711.375000 Penalty: 2753.599609
	Iteration 16Q: 3 clusters Score -476711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -476714.031250 Penalty: 2753.599609
	Iteration 17Q: 3 clusters Score -476714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -476718.093750 Penalty: 2753.599609
	Iteration 18Q: 3 clusters Score -476718.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -476722.500000 Penalty: 2753.599609
	Iteration 19Q: 3 clusters Score -476722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -476724.531250 Penalty: 2753.599609
	Iteration 20F: 3 clusters Score -476724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -476727.656250 Penalty: 2753.599609
	Iteration 21Q: 3 clusters Score -476727.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -476731.500000 Penalty: 2753.599609
	Iteration 22Q: 3 clusters Score -476731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -476733.718750 Penalty: 2753.599609
	Iteration 23Q: 3 clusters Score -476733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -476735.968750 Penalty: 2753.599609
	Iteration 24Q: 3 clusters Score -476736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -476739.375000 Penalty: 2753.599609
	Iteration 25Q: 3 clusters Score -476739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -476745.250000 Penalty: 2753.599609
	Iteration 26Q: 3 clusters Score -476745.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -476751.093750 Penalty: 2753.599609
	Iteration 27Q: 3 clusters Score -476751.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -476762.625000 Penalty: 2753.599609
	Iteration 28Q: 3 clusters Score -476762.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -476784.937500 Penalty: 2753.599609
	Iteration 29Q: 3 clusters Score -476784.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -476835.312500 Penalty: 2753.599609
	Iteration 30Q: 3 clusters Score -476835.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -476916.812500 Penalty: 2753.599609
	Iteration 31Q: 3 clusters Score -476916.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -477034.968750 Penalty: 2753.599609
	Iteration 32Q: 3 clusters Score -477035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -477186.406250 Penalty: 2753.599609
	Iteration 33Q: 3 clusters Score -477186.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -477276.343750 Penalty: 2753.599609
	Iteration 34Q: 3 clusters Score -477276.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -477323.750000 Penalty: 2753.599609
	Iteration 35Q: 3 clusters Score -477323.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -477353.437500 Penalty: 2753.599609
	Iteration 36Q: 3 clusters Score -477353.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -477380.218750 Penalty: 2753.599609
	Iteration 37Q: 3 clusters Score -477380.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -477402.906250 Penalty: 2753.599609
	Iteration 38Q: 3 clusters Score -477402.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -477419.812500 Penalty: 2753.599609
	Iteration 39Q: 3 clusters Score -477419.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -477430.906250 Penalty: 2753.599609
	Iteration 40F: 3 clusters Score -477430.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -477437.187500 Penalty: 2753.599609
	Iteration 41Q: 3 clusters Score -477437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -477442.656250 Penalty: 2753.599609
	Iteration 42Q: 3 clusters Score -477442.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -477446.281250 Penalty: 2753.599609
	Iteration 43Q: 3 clusters Score -477446.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -477452.250000 Penalty: 2753.599609
	Iteration 44Q: 3 clusters Score -477452.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -477456.625000 Penalty: 2753.599609
	Iteration 45Q: 3 clusters Score -477456.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -477460.312500 Penalty: 2753.599609
	Iteration 46Q: 3 clusters Score -477460.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -477460.281250 Penalty: 2753.599609
	Iteration 47Q: 3 clusters Score -477460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -477461.968750 Penalty: 2753.599609
	Iteration 48Q: 3 clusters Score -477462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -477464.468750 Penalty: 2753.599609
	Iteration 49Q: 3 clusters Score -477464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -477465.562500 Penalty: 2753.599609
	Iteration 50Q: 3 clusters Score -477465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -477466.062500 Penalty: 2753.599609
	Iteration 51Q: 3 clusters Score -477466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -477467.218750 Penalty: 2753.599609
	Iteration 52Q: 3 clusters Score -477467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -477467.218750 Penalty: 2753.599609
	Iteration 53Q: 3 clusters Score -477467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -477468.500000 Penalty: 2753.599609
	Iteration 54Q: 3 clusters Score -477468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -477468.593750 Penalty: 2753.599609
	Iteration 55Q: 3 clusters Score -477468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -477469.375000 Penalty: 2753.599609
	Iteration 56Q: 3 clusters Score -477469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -477469.125000 Penalty: 2753.599609
	Iteration 57Q: 3 clusters Score -477469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -477469.125000 Penalty: 2753.599609
	Iteration 58F: 3 clusters Score -477469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Entering Unmasked Estep 
Score: -4305881.000000 Penalty: 1727.649292
	Iteration 0F: 2 clusters Score -4305881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4278200.000000 Penalty: 3455.298584
	Iteration 0F: 3 clusters Score -4278200 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4289154.500000 Penalty: 3455.298584
	Iteration 1F: 3 clusters Score -4289154 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4290048.500000 Penalty: 3455.298584
	Iteration 2F: 3 clusters Score -4290048 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -4291316.000000 Penalty: 3455.298584
	Iteration 3F: 3 clusters Score -4291316 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -4293190.500000 Penalty: 3455.298584
	Iteration 4F: 3 clusters Score -4293190 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4295715.500000 Penalty: 3455.298584
	Iteration 5F: 3 clusters Score -4295716 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4298652.500000 Penalty: 3455.298584
	Iteration 6F: 3 clusters Score -4298652 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4301211.500000 Penalty: 3455.298584
	Iteration 7F: 3 clusters Score -4301212 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4302800.500000 Penalty: 3455.298584
	Iteration 8Q: 3 clusters Score -4302800 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4303618.500000 Penalty: 3455.298584
	Iteration 9Q: 3 clusters Score -4303618 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4304013.500000 Penalty: 3455.298584
	Iteration 10Q: 3 clusters Score -4304014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -4304179.000000 Penalty: 3455.298584
	Iteration 11Q: 3 clusters Score -4304179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4304262.000000 Penalty: 3455.298584
	Iteration 12Q: 3 clusters Score -4304262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -4304321.000000 Penalty: 3455.298584
	Iteration 13Q: 3 clusters Score -4304321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -4304343.500000 Penalty: 3455.298584
	Iteration 14Q: 3 clusters Score -4304344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -4304363.000000 Penalty: 3455.298584
	Iteration 15Q: 3 clusters Score -4304363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -4304372.000000 Penalty: 3455.298584
	Iteration 16Q: 3 clusters Score -4304372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -4304385.500000 Penalty: 3455.298584
	Iteration 17Q: 3 clusters Score -4304386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4304392.500000 Penalty: 3455.298584
	Iteration 18Q: 3 clusters Score -4304392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -4304394.000000 Penalty: 3455.298584
	Iteration 19Q: 3 clusters Score -4304394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4304401.500000 Penalty: 3455.298584
	Iteration 20F: 3 clusters Score -4304402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -4304406.000000 Penalty: 3455.298584
	Iteration 21Q: 3 clusters Score -4304406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4304411.500000 Penalty: 3455.298584
	Iteration 22Q: 3 clusters Score -4304412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4304411.500000 Penalty: 3455.298584
	Iteration 23F: 3 clusters Score -4304412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -608232.812500 Penalty: 1419.470581
	Iteration 0F: 2 clusters Score -608232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -603539.812500 Penalty: 2838.941162
	Iteration 0F: 3 clusters Score -603539.8 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -605617.812500 Penalty: 2838.941162
	Iteration 1F: 3 clusters Score -605617.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -606320.562500 Penalty: 2838.941162
	Iteration 2F: 3 clusters Score -606320.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -606692.437500 Penalty: 2838.941162
	Iteration 3F: 3 clusters Score -606692.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -606900.687500 Penalty: 2838.941162
	Iteration 4F: 3 clusters Score -606900.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -607002.312500 Penalty: 2838.941162
	Iteration 5Q: 3 clusters Score -607002.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -607048.562500 Penalty: 2838.941162
	Iteration 6Q: 3 clusters Score -607048.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -607074.187500 Penalty: 2838.941162
	Iteration 7Q: 3 clusters Score -607074.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -607095.562500 Penalty: 2838.941162
	Iteration 8Q: 3 clusters Score -607095.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -607106.812500 Penalty: 2838.941162
	Iteration 9Q: 3 clusters Score -607106.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -607114.250000 Penalty: 2838.941162
	Iteration 10Q: 3 clusters Score -607114.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -607118.937500 Penalty: 2838.941162
	Iteration 11Q: 3 clusters Score -607118.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -607125.187500 Penalty: 2838.941162
	Iteration 12Q: 3 clusters Score -607125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -607126.562500 Penalty: 2838.941162
	Iteration 13Q: 3 clusters Score -607126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -607127.312500 Penalty: 2838.941162
	Iteration 14Q: 3 clusters Score -607127.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -607129.375000 Penalty: 2838.941162
	Iteration 15Q: 3 clusters Score -607129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -607130.000000 Penalty: 2838.941162
	Iteration 16Q: 3 clusters Score -607130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -607130.562500 Penalty: 2838.941162
	Iteration 17Q: 3 clusters Score -607130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -607130.875000 Penalty: 2838.941162
	Iteration 18Q: 3 clusters Score -607130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -607131.437500 Penalty: 2838.941162
	Iteration 19Q: 3 clusters Score -607131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -607130.812500 Penalty: 2838.941162
	Iteration 20F: 3 clusters Score -607130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -607131.500000 Penalty: 2838.941162
	Iteration 21Q: 3 clusters Score -607131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -607132.562500 Penalty: 2838.941162
	Iteration 22Q: 3 clusters Score -607132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -607132.812500 Penalty: 2838.941162
	Iteration 23Q: 3 clusters Score -607132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -607132.187500 Penalty: 2838.941162
	Iteration 24Q: 3 clusters Score -607132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -607132.187500 Penalty: 2838.941162
	Iteration 25F: 3 clusters Score -607132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Entering Unmasked Estep 
Score: -3061831.250000 Penalty: 1672.660889
	Iteration 0F: 2 clusters Score -3061831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3041947.250000 Penalty: 3345.321777
	Iteration 0F: 3 clusters Score -3041947 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3049659.500000 Penalty: 3345.321777
	Iteration 1F: 3 clusters Score -3049660 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3050212.500000 Penalty: 3345.321777
	Iteration 2Q: 3 clusters Score -3050212 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3050736.250000 Penalty: 3345.321777
	Iteration 3Q: 3 clusters Score -3050736 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3051326.000000 Penalty: 3345.321777
	Iteration 4Q: 3 clusters Score -3051326 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3052060.000000 Penalty: 3345.321777
	Iteration 5Q: 3 clusters Score -3052060 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3052980.750000 Penalty: 3345.321777
	Iteration 6F: 3 clusters Score -3052981 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3054110.000000 Penalty: 3345.321777
	Iteration 7F: 3 clusters Score -3054110 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3055435.500000 Penalty: 3345.321777
	Iteration 8F: 3 clusters Score -3055436 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3056856.000000 Penalty: 3345.321777
	Iteration 9F: 3 clusters Score -3056856 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3058155.250000 Penalty: 3345.321777
	Iteration 10F: 3 clusters Score -3058155 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3059124.750000 Penalty: 3345.321777
	Iteration 11Q: 3 clusters Score -3059125 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3059657.250000 Penalty: 3345.321777
	Iteration 12Q: 3 clusters Score -3059657 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3059932.000000 Penalty: 3345.321777
	Iteration 13Q: 3 clusters Score -3059932 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3060097.000000 Penalty: 3345.321777
	Iteration 14Q: 3 clusters Score -3060097 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3060192.500000 Penalty: 3345.321777
	Iteration 15Q: 3 clusters Score -3060192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3060257.250000 Penalty: 3345.321777
	Iteration 16Q: 3 clusters Score -3060257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3060288.750000 Penalty: 3345.321777
	Iteration 17Q: 3 clusters Score -3060289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3060327.000000 Penalty: 3345.321777
	Iteration 18Q: 3 clusters Score -3060327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3060353.500000 Penalty: 3345.321777
	Iteration 19Q: 3 clusters Score -3060354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3060362.750000 Penalty: 3345.321777
	Iteration 20F: 3 clusters Score -3060363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3060371.750000 Penalty: 3345.321777
	Iteration 21Q: 3 clusters Score -3060372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3060380.000000 Penalty: 3345.321777
	Iteration 22Q: 3 clusters Score -3060380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3060384.250000 Penalty: 3345.321777
	Iteration 23Q: 3 clusters Score -3060384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3060385.250000 Penalty: 3345.321777
	Iteration 24Q: 3 clusters Score -3060385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3060389.000000 Penalty: 3345.321777
	Iteration 25Q: 3 clusters Score -3060389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3060393.250000 Penalty: 3345.321777
	Iteration 26Q: 3 clusters Score -3060393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3060394.250000 Penalty: 3345.321777
	Iteration 27Q: 3 clusters Score -3060394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3060396.250000 Penalty: 3345.321777
	Iteration 28Q: 3 clusters Score -3060396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3060398.250000 Penalty: 3345.321777
	Iteration 29Q: 3 clusters Score -3060398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3060398.250000 Penalty: 3345.321777
	Iteration 30F: 3 clusters Score -3060398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -236637.671875 Penalty: 1285.411377
	Iteration 0F: 2 clusters Score -236637.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -234133.562500 Penalty: 2570.822754
	Iteration 0F: 3 clusters Score -234133.6 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -234998.812500 Penalty: 2570.822754
	Iteration 1F: 3 clusters Score -234998.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -235444.234375 Penalty: 2570.822754
	Iteration 2F: 3 clusters Score -235444.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -235754.921875 Penalty: 2570.822754
	Iteration 3F: 3 clusters Score -235754.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -235949.187500 Penalty: 2570.822754
	Iteration 4F: 3 clusters Score -235949.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -236104.828125 Penalty: 2570.822754
	Iteration 5F: 3 clusters Score -236104.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -236216.093750 Penalty: 2570.822754
	Iteration 6Q: 3 clusters Score -236216.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -236314.640625 Penalty: 2570.822754
	Iteration 7Q: 3 clusters Score -236314.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -236378.531250 Penalty: 2570.822754
	Iteration 8Q: 3 clusters Score -236378.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -236420.046875 Penalty: 2570.822754
	Iteration 9Q: 3 clusters Score -236420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -236448.687500 Penalty: 2570.822754
	Iteration 10Q: 3 clusters Score -236448.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -236468.687500 Penalty: 2570.822754
	Iteration 11Q: 3 clusters Score -236468.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -236486.000000 Penalty: 2570.822754
	Iteration 12Q: 3 clusters Score -236486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -236497.765625 Penalty: 2570.822754
	Iteration 13Q: 3 clusters Score -236497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -236509.375000 Penalty: 2570.822754
	Iteration 14Q: 3 clusters Score -236509.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -236518.921875 Penalty: 2570.822754
	Iteration 15Q: 3 clusters Score -236518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -236523.515625 Penalty: 2570.822754
	Iteration 16Q: 3 clusters Score -236523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -236527.343750 Penalty: 2570.822754
	Iteration 17Q: 3 clusters Score -236527.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -236533.984375 Penalty: 2570.822754
	Iteration 18Q: 3 clusters Score -236534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -236539.546875 Penalty: 2570.822754
	Iteration 19Q: 3 clusters Score -236539.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -236544.375000 Penalty: 2570.822754
	Iteration 20F: 3 clusters Score -236544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -236554.609375 Penalty: 2570.822754
	Iteration 21Q: 3 clusters Score -236554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -236567.703125 Penalty: 2570.822754
	Iteration 22Q: 3 clusters Score -236567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -236572.078125 Penalty: 2570.822754
	Iteration 23Q: 3 clusters Score -236572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -236576.125000 Penalty: 2570.822754
	Iteration 24Q: 3 clusters Score -236576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -236578.156250 Penalty: 2570.822754
	Iteration 25Q: 3 clusters Score -236578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -236580.062500 Penalty: 2570.822754
	Iteration 26Q: 3 clusters Score -236580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -236582.468750 Penalty: 2570.822754
	Iteration 27Q: 3 clusters Score -236582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -236585.218750 Penalty: 2570.822754
	Iteration 28Q: 3 clusters Score -236585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -236589.578125 Penalty: 2570.822754
	Iteration 29Q: 3 clusters Score -236589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -236591.437500 Penalty: 2570.822754
	Iteration 30Q: 3 clusters Score -236591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -236593.312500 Penalty: 2570.822754
	Iteration 31Q: 3 clusters Score -236593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -236594.468750 Penalty: 2570.822754
	Iteration 32Q: 3 clusters Score -236594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -236597.093750 Penalty: 2570.822754
	Iteration 33Q: 3 clusters Score -236597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -236599.750000 Penalty: 2570.822754
	Iteration 34Q: 3 clusters Score -236599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -236603.656250 Penalty: 2570.822754
	Iteration 35Q: 3 clusters Score -236603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -236608.406250 Penalty: 2570.822754
	Iteration 36Q: 3 clusters Score -236608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -236609.531250 Penalty: 2570.822754
	Iteration 37Q: 3 clusters Score -236609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -236610.171875 Penalty: 2570.822754
	Iteration 38Q: 3 clusters Score -236610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -236610.671875 Penalty: 2570.822754
	Iteration 39Q: 3 clusters Score -236610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -236611.015625 Penalty: 2570.822754
	Iteration 40F: 3 clusters Score -236611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -236611.343750 Penalty: 2570.822754
	Iteration 41Q: 3 clusters Score -236611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -236611.921875 Penalty: 2570.822754
	Iteration 42Q: 3 clusters Score -236611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -236611.921875 Penalty: 2570.822754
	Iteration 43F: 3 clusters Score -236611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Entering Unmasked Estep 
Score: -2173994.250000 Penalty: 1615.173706
	Iteration 0F: 2 clusters Score -2173994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2159851.750000 Penalty: 3230.347412
	Iteration 0F: 3 clusters Score -2159852 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2165219.500000 Penalty: 3230.347412
	Iteration 1F: 3 clusters Score -2165220 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2165802.500000 Penalty: 3230.347412
	Iteration 2F: 3 clusters Score -2165802 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2166417.000000 Penalty: 3230.347412
	Iteration 3F: 3 clusters Score -2166417 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2167029.250000 Penalty: 3230.347412
	Iteration 4F: 3 clusters Score -2167029 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2167579.250000 Penalty: 3230.347412
	Iteration 5F: 3 clusters Score -2167579 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2168097.750000 Penalty: 3230.347412
	Iteration 6Q: 3 clusters Score -2168098 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2168644.250000 Penalty: 3230.347412
	Iteration 7Q: 3 clusters Score -2168644 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2169240.500000 Penalty: 3230.347412
	Iteration 8F: 3 clusters Score -2169240 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2169858.250000 Penalty: 3230.347412
	Iteration 9Q: 3 clusters Score -2169858 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2170573.250000 Penalty: 3230.347412
	Iteration 10Q: 3 clusters Score -2170573 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2171279.500000 Penalty: 3230.347412
	Iteration 11Q: 3 clusters Score -2171280 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2171839.250000 Penalty: 3230.347412
	Iteration 12Q: 3 clusters Score -2171839 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2172223.750000 Penalty: 3230.347412
	Iteration 13Q: 3 clusters Score -2172224 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2172487.750000 Penalty: 3230.347412
	Iteration 14Q: 3 clusters Score -2172488 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2172639.750000 Penalty: 3230.347412
	Iteration 15Q: 3 clusters Score -2172640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2172729.250000 Penalty: 3230.347412
	Iteration 16Q: 3 clusters Score -2172729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2172770.750000 Penalty: 3230.347412
	Iteration 17Q: 3 clusters Score -2172771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2172797.500000 Penalty: 3230.347412
	Iteration 18Q: 3 clusters Score -2172798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2172819.500000 Penalty: 3230.347412
	Iteration 19Q: 3 clusters Score -2172820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2172834.000000 Penalty: 3230.347412
	Iteration 20F: 3 clusters Score -2172834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2172845.250000 Penalty: 3230.347412
	Iteration 21Q: 3 clusters Score -2172845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2172856.500000 Penalty: 3230.347412
	Iteration 22Q: 3 clusters Score -2172856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2172868.000000 Penalty: 3230.347412
	Iteration 23Q: 3 clusters Score -2172868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2172872.000000 Penalty: 3230.347412
	Iteration 24Q: 3 clusters Score -2172872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2172881.000000 Penalty: 3230.347412
	Iteration 25Q: 3 clusters Score -2172881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2172886.250000 Penalty: 3230.347412
	Iteration 26Q: 3 clusters Score -2172886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2172889.750000 Penalty: 3230.347412
	Iteration 27Q: 3 clusters Score -2172890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2172893.750000 Penalty: 3230.347412
	Iteration 28Q: 3 clusters Score -2172894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2172894.750000 Penalty: 3230.347412
	Iteration 29Q: 3 clusters Score -2172895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2172897.000000 Penalty: 3230.347412
	Iteration 30Q: 3 clusters Score -2172897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2172897.250000 Penalty: 3230.347412
	Iteration 31Q: 3 clusters Score -2172897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2172898.000000 Penalty: 3230.347412
	Iteration 32Q: 3 clusters Score -2172898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2172896.500000 Penalty: 3230.347412
	Iteration 33Q: 3 clusters Score -2172896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2172897.250000 Penalty: 3230.347412
	Iteration 34Q: 3 clusters Score -2172897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2172896.250000 Penalty: 3230.347412
	Iteration 35Q: 3 clusters Score -2172896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2172897.000000 Penalty: 3230.347412
	Iteration 36Q: 3 clusters Score -2172897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2172897.000000 Penalty: 3230.347412
	Iteration 37Q: 3 clusters Score -2172897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2172898.250000 Penalty: 3230.347412
	Iteration 38Q: 3 clusters Score -2172898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2172899.250000 Penalty: 3230.347412
	Iteration 39Q: 3 clusters Score -2172899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2172900.750000 Penalty: 3230.347412
	Iteration 40F: 3 clusters Score -2172901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -316138.875000 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -316138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -313243.406250 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -313243.4 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -314211.281250 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -314211.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -315044.718750 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -315044.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -315792.937500 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -315792.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -316141.593750 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -316141.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -316251.875000 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -316251.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -316295.593750 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -316295.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -316316.656250 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -316316.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -316326.062500 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -316326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -316330.312500 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -316330.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -316334.625000 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -316334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -316336.531250 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -316336.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -316339.656250 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -316339.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -316341.343750 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -316341.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -316343.843750 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -316343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -316344.093750 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -316344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -316344.468750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -316344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -316344.875000 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -316344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -316344.625000 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -316344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -316345.843750 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -316345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -316346.750000 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -316346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -316347.656250 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -316347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -316348.625000 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -316348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -316349.218750 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -316349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -316350.000000 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -316350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -316350.406250 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -316350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -316350.406250 Penalty: 2631.762451
	Iteration 26F: 3 clusters Score -316350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 108334 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 1870 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 5410 members 
Mstep: Class 45 contains 1417 members 
Entering Unmasked Estep 
Score: -154062976.000000 Penalty: 104160.664062
Splitting cluster 39 changes total score from -154064288.000000 to -154062976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -430923.937500 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -430923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -427205.968750 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -427206 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -428379.281250 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -428379.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -428660.156250 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -428660.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -428924.781250 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -428924.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -429173.500000 Penalty: 2736.435303
	Iteration 4F: 3 clusters Score -429173.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -429396.031250 Penalty: 2736.435303
	Iteration 5F: 3 clusters Score -429396 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -429592.687500 Penalty: 2736.435303
	Iteration 6F: 3 clusters Score -429592.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -429760.375000 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -429760.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -429912.875000 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -429912.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -430052.500000 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -430052.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -430183.531250 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -430183.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -430293.593750 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -430293.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -430401.125000 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -430401.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -430519.593750 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -430519.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -430634.812500 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -430634.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -430753.718750 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -430753.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -430835.406250 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -430835.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -430878.375000 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -430878.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -430916.281250 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -430916.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -430945.250000 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -430945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -430977.437500 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -430977.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -431030.656250 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -431030.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -431090.125000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -431090.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -431123.843750 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -431123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -431139.625000 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -431139.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -431154.812500 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -431154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -431169.156250 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -431169.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -431181.281250 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -431181.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -431197.156250 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -431197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -431219.718750 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -431219.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -431228.812500 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -431228.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -431235.687500 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -431235.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -431244.937500 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -431244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -431251.187500 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -431251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -431255.406250 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -431255.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -431258.312500 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -431258.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -431262.968750 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -431263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -431264.875000 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -431264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -431267.937500 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -431267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -431268.250000 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -431268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -431268.250000 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -431268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 108334 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 1378 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 5410 members 
Mstep: Class 45 contains 3158 members 
Entering Unmasked Estep 
Score: -154063664.000000 Penalty: 104160.664062
Splitting cluster 40 changes total score from -154064288.000000 to -154063664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -293099.093750 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -293099.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -290405.937500 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -290405.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -291185.375000 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -291185.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -291498.093750 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -291498.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291826.093750 Penalty: 2597.597168
	Iteration 3F: 3 clusters Score -291826.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -292103.468750 Penalty: 2597.597168
	Iteration 4F: 3 clusters Score -292103.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -292270.437500 Penalty: 2597.597168
	Iteration 5F: 3 clusters Score -292270.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -292358.062500 Penalty: 2597.597168
	Iteration 6Q: 3 clusters Score -292358.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -292410.406250 Penalty: 2597.597168
	Iteration 7Q: 3 clusters Score -292410.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -292434.687500 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -292434.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -292450.218750 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -292450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -292459.312500 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -292459.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -292465.093750 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -292465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -292467.625000 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -292467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -292467.968750 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -292468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -292468.593750 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -292468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -292468.593750 Penalty: 2597.597168
	Iteration 15F: 3 clusters Score -292468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -955327.750000 Penalty: 1485.149536
	Iteration 0F: 2 clusters Score -955327.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -948613.500000 Penalty: 2970.299072
	Iteration 0F: 3 clusters Score -948613.5 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -950763.937500 Penalty: 2970.299072
	Iteration 1F: 3 clusters Score -950763.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -951017.250000 Penalty: 2970.299072
	Iteration 2F: 3 clusters Score -951017.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -951180.062500 Penalty: 2970.299072
	Iteration 3Q: 3 clusters Score -951180.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -951285.125000 Penalty: 2970.299072
	Iteration 4Q: 3 clusters Score -951285.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -951355.250000 Penalty: 2970.299072
	Iteration 5Q: 3 clusters Score -951355.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -951394.750000 Penalty: 2970.299072
	Iteration 6Q: 3 clusters Score -951394.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -951425.500000 Penalty: 2970.299072
	Iteration 7Q: 3 clusters Score -951425.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -951451.750000 Penalty: 2970.299072
	Iteration 8Q: 3 clusters Score -951451.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -951482.812500 Penalty: 2970.299072
	Iteration 9Q: 3 clusters Score -951482.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -951516.750000 Penalty: 2970.299072
	Iteration 10Q: 3 clusters Score -951516.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -951552.812500 Penalty: 2970.299072
	Iteration 11Q: 3 clusters Score -951552.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -951587.437500 Penalty: 2970.299072
	Iteration 12Q: 3 clusters Score -951587.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -951626.625000 Penalty: 2970.299072
	Iteration 13Q: 3 clusters Score -951626.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -951666.437500 Penalty: 2970.299072
	Iteration 14Q: 3 clusters Score -951666.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -951701.000000 Penalty: 2970.299072
	Iteration 15Q: 3 clusters Score -951701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -951738.875000 Penalty: 2970.299072
	Iteration 16Q: 3 clusters Score -951738.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -951777.500000 Penalty: 2970.299072
	Iteration 17Q: 3 clusters Score -951777.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -951831.000000 Penalty: 2970.299072
	Iteration 18Q: 3 clusters Score -951831 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -951893.625000 Penalty: 2970.299072
	Iteration 19Q: 3 clusters Score -951893.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -951964.062500 Penalty: 2970.299072
	Iteration 20F: 3 clusters Score -951964.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -952061.125000 Penalty: 2970.299072
	Iteration 21Q: 3 clusters Score -952061.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -952176.750000 Penalty: 2970.299072
	Iteration 22Q: 3 clusters Score -952176.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -952307.250000 Penalty: 2970.299072
	Iteration 23Q: 3 clusters Score -952307.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -952463.437500 Penalty: 2970.299072
	Iteration 24Q: 3 clusters Score -952463.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -952628.062500 Penalty: 2970.299072
	Iteration 25Q: 3 clusters Score -952628.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -952789.750000 Penalty: 2970.299072
	Iteration 26Q: 3 clusters Score -952789.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -952936.312500 Penalty: 2970.299072
	Iteration 27Q: 3 clusters Score -952936.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -953085.125000 Penalty: 2970.299072
	Iteration 28Q: 3 clusters Score -953085.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -953212.000000 Penalty: 2970.299072
	Iteration 29Q: 3 clusters Score -953212 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -953313.500000 Penalty: 2970.299072
	Iteration 30Q: 3 clusters Score -953313.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -953412.375000 Penalty: 2970.299072
	Iteration 31Q: 3 clusters Score -953412.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -953503.250000 Penalty: 2970.299072
	Iteration 32Q: 3 clusters Score -953503.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -953583.125000 Penalty: 2970.299072
	Iteration 33Q: 3 clusters Score -953583.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -953635.937500 Penalty: 2970.299072
	Iteration 34Q: 3 clusters Score -953635.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -953677.125000 Penalty: 2970.299072
	Iteration 35Q: 3 clusters Score -953677.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -953708.937500 Penalty: 2970.299072
	Iteration 36Q: 3 clusters Score -953708.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -953732.812500 Penalty: 2970.299072
	Iteration 37Q: 3 clusters Score -953732.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -953762.687500 Penalty: 2970.299072
	Iteration 38Q: 3 clusters Score -953762.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -953783.937500 Penalty: 2970.299072
	Iteration 39Q: 3 clusters Score -953783.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -953801.500000 Penalty: 2970.299072
	Iteration 40F: 3 clusters Score -953801.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -953817.812500 Penalty: 2970.299072
	Iteration 41Q: 3 clusters Score -953817.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -953831.625000 Penalty: 2970.299072
	Iteration 42Q: 3 clusters Score -953831.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -953842.312500 Penalty: 2970.299072
	Iteration 43Q: 3 clusters Score -953842.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -953856.437500 Penalty: 2970.299072
	Iteration 44Q: 3 clusters Score -953856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -953870.500000 Penalty: 2970.299072
	Iteration 45Q: 3 clusters Score -953870.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -953882.062500 Penalty: 2970.299072
	Iteration 46Q: 3 clusters Score -953882.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -953894.250000 Penalty: 2970.299072
	Iteration 47Q: 3 clusters Score -953894.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -953909.125000 Penalty: 2970.299072
	Iteration 48Q: 3 clusters Score -953909.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -953920.125000 Penalty: 2970.299072
	Iteration 49Q: 3 clusters Score -953920.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -953931.437500 Penalty: 2970.299072
	Iteration 50Q: 3 clusters Score -953931.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -953938.937500 Penalty: 2970.299072
	Iteration 51Q: 3 clusters Score -953938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -953944.562500 Penalty: 2970.299072
	Iteration 52Q: 3 clusters Score -953944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -953945.687500 Penalty: 2970.299072
	Iteration 53Q: 3 clusters Score -953945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -953949.812500 Penalty: 2970.299072
	Iteration 54Q: 3 clusters Score -953949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -953956.312500 Penalty: 2970.299072
	Iteration 55Q: 3 clusters Score -953956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -953962.437500 Penalty: 2970.299072
	Iteration 56Q: 3 clusters Score -953962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -953967.875000 Penalty: 2970.299072
	Iteration 57Q: 3 clusters Score -953967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -953972.437500 Penalty: 2970.299072
	Iteration 58Q: 3 clusters Score -953972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -953976.250000 Penalty: 2970.299072
	Iteration 59Q: 3 clusters Score -953976.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -953979.250000 Penalty: 2970.299072
	Iteration 60F: 3 clusters Score -953979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -953980.687500 Penalty: 2970.299072
	Iteration 61Q: 3 clusters Score -953980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -953981.250000 Penalty: 2970.299072
	Iteration 62Q: 3 clusters Score -953981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -953983.250000 Penalty: 2970.299072
	Iteration 63Q: 3 clusters Score -953983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -953984.062500 Penalty: 2970.299072
	Iteration 64Q: 3 clusters Score -953984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -953987.375000 Penalty: 2970.299072
	Iteration 65Q: 3 clusters Score -953987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -953988.062500 Penalty: 2970.299072
	Iteration 66Q: 3 clusters Score -953988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -953991.937500 Penalty: 2970.299072
	Iteration 67Q: 3 clusters Score -953991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -953994.312500 Penalty: 2970.299072
	Iteration 68Q: 3 clusters Score -953994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -953996.875000 Penalty: 2970.299072
	Iteration 69Q: 3 clusters Score -953996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -953996.437500 Penalty: 2970.299072
	Iteration 70Q: 3 clusters Score -953996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -953998.562500 Penalty: 2970.299072
	Iteration 71Q: 3 clusters Score -953998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -953998.500000 Penalty: 2970.299072
	Iteration 72Q: 3 clusters Score -953998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -954000.937500 Penalty: 2970.299072
	Iteration 73Q: 3 clusters Score -954000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -954002.062500 Penalty: 2970.299072
	Iteration 74Q: 3 clusters Score -954002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -954002.250000 Penalty: 2970.299072
	Iteration 75Q: 3 clusters Score -954002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -954002.312500 Penalty: 2970.299072
	Iteration 76Q: 3 clusters Score -954002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -954002.312500 Penalty: 2970.299072
	Iteration 77F: 3 clusters Score -954002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -834482.562500 Penalty: 1465.538086
	Iteration 0F: 2 clusters Score -834482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -828455.125000 Penalty: 2931.076172
	Iteration 0F: 3 clusters Score -828455.1 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -830621.562500 Penalty: 2931.076172
	Iteration 1F: 3 clusters Score -830621.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -831096.750000 Penalty: 2931.076172
	Iteration 2F: 3 clusters Score -831096.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -831584.625000 Penalty: 2931.076172
	Iteration 3F: 3 clusters Score -831584.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -832045.750000 Penalty: 2931.076172
	Iteration 4F: 3 clusters Score -832045.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -832346.375000 Penalty: 2931.076172
	Iteration 5F: 3 clusters Score -832346.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -832542.312500 Penalty: 2931.076172
	Iteration 6Q: 3 clusters Score -832542.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -832669.312500 Penalty: 2931.076172
	Iteration 7Q: 3 clusters Score -832669.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -832794.812500 Penalty: 2931.076172
	Iteration 8Q: 3 clusters Score -832794.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -832909.750000 Penalty: 2931.076172
	Iteration 9Q: 3 clusters Score -832909.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -833020.250000 Penalty: 2931.076172
	Iteration 10Q: 3 clusters Score -833020.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -833086.687500 Penalty: 2931.076172
	Iteration 11Q: 3 clusters Score -833086.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -833143.750000 Penalty: 2931.076172
	Iteration 12Q: 3 clusters Score -833143.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -833187.812500 Penalty: 2931.076172
	Iteration 13Q: 3 clusters Score -833187.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -833224.125000 Penalty: 2931.076172
	Iteration 14Q: 3 clusters Score -833224.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -833250.500000 Penalty: 2931.076172
	Iteration 15Q: 3 clusters Score -833250.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -833287.187500 Penalty: 2931.076172
	Iteration 16Q: 3 clusters Score -833287.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -833318.562500 Penalty: 2931.076172
	Iteration 17Q: 3 clusters Score -833318.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -833350.375000 Penalty: 2931.076172
	Iteration 18Q: 3 clusters Score -833350.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -833382.937500 Penalty: 2931.076172
	Iteration 19Q: 3 clusters Score -833382.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -833418.750000 Penalty: 2931.076172
	Iteration 20F: 3 clusters Score -833418.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -833457.437500 Penalty: 2931.076172
	Iteration 21Q: 3 clusters Score -833457.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -833504.562500 Penalty: 2931.076172
	Iteration 22Q: 3 clusters Score -833504.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -833548.375000 Penalty: 2931.076172
	Iteration 23Q: 3 clusters Score -833548.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -833605.562500 Penalty: 2931.076172
	Iteration 24Q: 3 clusters Score -833605.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -833680.812500 Penalty: 2931.076172
	Iteration 25Q: 3 clusters Score -833680.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -833758.750000 Penalty: 2931.076172
	Iteration 26Q: 3 clusters Score -833758.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -833830.062500 Penalty: 2931.076172
	Iteration 27Q: 3 clusters Score -833830.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -833892.812500 Penalty: 2931.076172
	Iteration 28Q: 3 clusters Score -833892.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -833941.187500 Penalty: 2931.076172
	Iteration 29Q: 3 clusters Score -833941.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -833978.250000 Penalty: 2931.076172
	Iteration 30Q: 3 clusters Score -833978.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -834008.250000 Penalty: 2931.076172
	Iteration 31Q: 3 clusters Score -834008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -834024.250000 Penalty: 2931.076172
	Iteration 32Q: 3 clusters Score -834024.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -834033.125000 Penalty: 2931.076172
	Iteration 33Q: 3 clusters Score -834033.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -834036.062500 Penalty: 2931.076172
	Iteration 34Q: 3 clusters Score -834036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -834039.562500 Penalty: 2931.076172
	Iteration 35Q: 3 clusters Score -834039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -834040.937500 Penalty: 2931.076172
	Iteration 36Q: 3 clusters Score -834040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -834043.812500 Penalty: 2931.076172
	Iteration 37Q: 3 clusters Score -834043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -834045.937500 Penalty: 2931.076172
	Iteration 38Q: 3 clusters Score -834045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -834047.562500 Penalty: 2931.076172
	Iteration 39Q: 3 clusters Score -834047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -834049.500000 Penalty: 2931.076172
	Iteration 40F: 3 clusters Score -834049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -834049.375000 Penalty: 2931.076172
	Iteration 41Q: 3 clusters Score -834049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -834049.375000 Penalty: 2931.076172
	Iteration 42F: 3 clusters Score -834049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 28687 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 37356 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 95078 members 
Mstep: Class 10 contains 15171 members 
Mstep: Class 11 contains 82075 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119857 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 97253 members 
Mstep: Class 17 contains 92272 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16950 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 20035 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29927 members 
Mstep: Class 29 contains 108334 members 
Mstep: Class 30 contains 29833 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4782 members 
Mstep: Class 34 contains 41427 members 
Mstep: Class 35 contains 6218 members 
Mstep: Class 36 contains 29534 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9315 members 
Mstep: Class 43 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064800.000000 Penalty: 101845.984375
Iteration 159Q: 45 clusters Score -1.540648e+08 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 28660 members 
Mstep: Class 4 contains 15101 members 
Mstep: Class 5 contains 31990 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 37301 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 94945 members 
Mstep: Class 10 contains 15178 members 
Mstep: Class 11 contains 82079 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119797 members 
Mstep: Class 14 contains 68229 members 
Mstep: Class 15 contains 181834 members 
Mstep: Class 16 contains 97222 members 
Mstep: Class 17 contains 92393 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 21582 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16933 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 20014 members 
Mstep: Class 27 contains 7127 members 
Mstep: Class 28 contains 29921 members 
Mstep: Class 29 contains 107891 members 
Mstep: Class 30 contains 29846 members 
Mstep: Class 31 contains 9688 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4783 members 
Mstep: Class 34 contains 41417 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 29530 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 20743 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9329 members 
Mstep: Class 43 contains 8255 members 
Mstep: Class 44 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065744.000000 Penalty: 101845.984375
Iteration 160F: 45 clusters Score -1.540657e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 28635 members 
Mstep: Class 4 contains 15099 members 
Mstep: Class 5 contains 32002 members 
Mstep: Class 6 contains 71390 members 
Mstep: Class 7 contains 37263 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 94829 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 82080 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119780 members 
Mstep: Class 14 contains 68371 members 
Mstep: Class 15 contains 181632 members 
Mstep: Class 16 contains 97187 members 
Mstep: Class 17 contains 92469 members 
Mstep: Class 18 contains 10784 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9145 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 21605 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16915 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 20004 members 
Mstep: Class 27 contains 7129 members 
Mstep: Class 28 contains 29921 members 
Mstep: Class 29 contains 107487 members 
Mstep: Class 30 contains 29852 members 
Mstep: Class 31 contains 9587 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4786 members 
Mstep: Class 34 contains 41408 members 
Mstep: Class 35 contains 6216 members 
Mstep: Class 36 contains 29528 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 20754 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4537 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9334 members 
Mstep: Class 43 contains 8255 members 
Mstep: Class 44 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065696.000000 Penalty: 101845.984375
Iteration 161Q: 45 clusters Score -1.540657e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 28608 members 
Mstep: Class 4 contains 15092 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71399 members 
Mstep: Class 7 contains 37226 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 94720 members 
Mstep: Class 10 contains 15196 members 
Mstep: Class 11 contains 82088 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119760 members 
Mstep: Class 14 contains 68523 members 
Mstep: Class 15 contains 181463 members 
Mstep: Class 16 contains 97165 members 
Mstep: Class 17 contains 92551 members 
Mstep: Class 18 contains 10823 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 7795 members 
Mstep: Class 22 contains 21625 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16912 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19984 members 
Mstep: Class 27 contains 7145 members 
Mstep: Class 28 contains 29924 members 
Mstep: Class 29 contains 107198 members 
Mstep: Class 30 contains 29872 members 
Mstep: Class 31 contains 9543 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4789 members 
Mstep: Class 34 contains 41392 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29527 members 
Mstep: Class 37 contains 2735 members 
Mstep: Class 38 contains 20758 members 
Mstep: Class 39 contains 3290 members 
Mstep: Class 40 contains 4536 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9343 members 
Mstep: Class 43 contains 8255 members 
Mstep: Class 44 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065312.000000 Penalty: 101845.984375
Iteration 162Q: 45 clusters Score -1.540653e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 5909 members 
Mstep: Class 3 contains 28581 members 
Mstep: Class 4 contains 15092 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71403 members 
Mstep: Class 7 contains 37185 members 
Mstep: Class 8 contains 6032 members 
Mstep: Class 9 contains 94632 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 82095 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119739 members 
Mstep: Class 14 contains 68659 members 
Mstep: Class 15 contains 181368 members 
Mstep: Class 16 contains 97161 members 
Mstep: Class 17 contains 92579 members 
Mstep: Class 18 contains 10863 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 7792 members 
Mstep: Class 22 contains 21648 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16900 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 7164 members 
Mstep: Class 28 contains 29930 members 
Mstep: Class 29 contains 106920 members 
Mstep: Class 30 contains 29879 members 
Mstep: Class 31 contains 9515 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4790 members 
Mstep: Class 34 contains 41372 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29525 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 20760 members 
Mstep: Class 39 contains 3290 members 
Mstep: Class 40 contains 4537 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9352 members 
Mstep: Class 43 contains 8255 members 
Mstep: Class 44 contains 6636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065504.000000 Penalty: 101845.984375
Iteration 163Q: 45 clusters Score -1.540655e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 28553 members 
Mstep: Class 4 contains 15090 members 
Mstep: Class 5 contains 32011 members 
Mstep: Class 6 contains 71392 members 
Mstep: Class 7 contains 37160 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 94549 members 
Mstep: Class 10 contains 15220 members 
Mstep: Class 11 contains 82112 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119744 members 
Mstep: Class 14 contains 68765 members 
Mstep: Class 15 contains 181254 members 
Mstep: Class 16 contains 97164 members 
Mstep: Class 17 contains 92619 members 
Mstep: Class 18 contains 10895 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 9144 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 21670 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16886 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 19961 members 
Mstep: Class 27 contains 7172 members 
Mstep: Class 28 contains 29926 members 
Mstep: Class 29 contains 106690 members 
Mstep: Class 30 contains 29883 members 
Mstep: Class 31 contains 9497 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4791 members 
Mstep: Class 34 contains 41365 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29524 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 20761 members 
Mstep: Class 39 contains 3290 members 
Mstep: Class 40 contains 4539 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9360 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 6906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065968.000000 Penalty: 101845.984375
Iteration 164Q: 45 clusters Score -1.54066e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 3 contains 28531 members 
Mstep: Class 4 contains 15088 members 
Mstep: Class 5 contains 32018 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 37141 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 94464 members 
Mstep: Class 10 contains 15229 members 
Mstep: Class 11 contains 82120 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119732 members 
Mstep: Class 14 contains 68817 members 
Mstep: Class 15 contains 181181 members 
Mstep: Class 16 contains 97157 members 
Mstep: Class 17 contains 92669 members 
Mstep: Class 18 contains 10928 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 9150 members 
Mstep: Class 21 contains 7797 members 
Mstep: Class 22 contains 21696 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16870 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 19950 members 
Mstep: Class 27 contains 7182 members 
Mstep: Class 28 contains 29926 members 
Mstep: Class 29 contains 106477 members 
Mstep: Class 30 contains 29872 members 
Mstep: Class 31 contains 9475 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 41372 members 
Mstep: Class 35 contains 6210 members 
Mstep: Class 36 contains 29528 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 20766 members 
Mstep: Class 39 contains 3290 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9364 members 
Mstep: Class 43 contains 8256 members 
Mstep: Class 44 contains 7175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066112.000000 Penalty: 101845.984375
Iteration 165Q: 45 clusters Score -1.540661e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 3 contains 28511 members 
Mstep: Class 4 contains 15088 members 
Mstep: Class 5 contains 32024 members 
Mstep: Class 6 contains 71412 members 
Mstep: Class 7 contains 37117 members 
Mstep: Class 8 contains 6076 members 
Mstep: Class 9 contains 94387 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 82124 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119733 members 
Mstep: Class 14 contains 68856 members 
Mstep: Class 15 contains 181101 members 
Mstep: Class 16 contains 97150 members 
Mstep: Class 17 contains 92696 members 
Mstep: Class 18 contains 10979 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 7797 members 
Mstep: Class 22 contains 21714 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16849 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19939 members 
Mstep: Class 27 contains 7197 members 
Mstep: Class 28 contains 29926 members 
Mstep: Class 29 contains 106260 members 
Mstep: Class 30 contains 29881 members 
Mstep: Class 31 contains 9467 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 41376 members 
Mstep: Class 35 contains 6210 members 
Mstep: Class 36 contains 29527 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 20765 members 
Mstep: Class 39 contains 3290 members 
Mstep: Class 40 contains 4543 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9367 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 7385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066336.000000 Penalty: 101845.984375
Iteration 166Q: 45 clusters Score -1.540663e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 3 contains 28490 members 
Mstep: Class 4 contains 15088 members 
Mstep: Class 5 contains 32026 members 
Mstep: Class 6 contains 71410 members 
Mstep: Class 7 contains 37100 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 94294 members 
Mstep: Class 10 contains 15243 members 
Mstep: Class 11 contains 82135 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 119742 members 
Mstep: Class 14 contains 68895 members 
Mstep: Class 15 contains 181067 members 
Mstep: Class 16 contains 97148 members 
Mstep: Class 17 contains 92727 members 
Mstep: Class 18 contains 11031 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 21734 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16834 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 7212 members 
Mstep: Class 28 contains 29925 members 
Mstep: Class 29 contains 106041 members 
Mstep: Class 30 contains 29897 members 
Mstep: Class 31 contains 9448 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 41371 members 
Mstep: Class 35 contains 6210 members 
Mstep: Class 36 contains 29524 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 20762 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4548 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9370 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 7570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066416.000000 Penalty: 101845.984375
Iteration 167Q: 45 clusters Score -1.540664e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 28474 members 
Mstep: Class 4 contains 15085 members 
Mstep: Class 5 contains 32028 members 
Mstep: Class 6 contains 71403 members 
Mstep: Class 7 contains 37084 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 94223 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 82132 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119750 members 
Mstep: Class 14 contains 68938 members 
Mstep: Class 15 contains 181027 members 
Mstep: Class 16 contains 97142 members 
Mstep: Class 17 contains 92756 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 3290 members 
Mstep: Class 20 contains 9154 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 21759 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16820 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19914 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 29928 members 
Mstep: Class 29 contains 105841 members 
Mstep: Class 30 contains 29903 members 
Mstep: Class 31 contains 9432 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4794 members 
Mstep: Class 34 contains 41371 members 
Mstep: Class 35 contains 6210 members 
Mstep: Class 36 contains 29524 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 20760 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4554 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9372 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066320.000000 Penalty: 101845.984375
Iteration 168Q: 45 clusters Score -1.540663e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 28457 members 
Mstep: Class 4 contains 15081 members 
Mstep: Class 5 contains 32033 members 
Mstep: Class 6 contains 71392 members 
Mstep: Class 7 contains 37083 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 94151 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 82134 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119754 members 
Mstep: Class 14 contains 68977 members 
Mstep: Class 15 contains 180978 members 
Mstep: Class 16 contains 97149 members 
Mstep: Class 17 contains 92767 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 9158 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 21777 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16812 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 19908 members 
Mstep: Class 27 contains 7231 members 
Mstep: Class 28 contains 29929 members 
Mstep: Class 29 contains 105656 members 
Mstep: Class 30 contains 29905 members 
Mstep: Class 31 contains 9419 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 41369 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29522 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 20758 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4557 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9376 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 7922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066288.000000 Penalty: 101845.984375
Iteration 169Q: 45 clusters Score -1.540663e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 15084 members 
Mstep: Class 5 contains 32034 members 
Mstep: Class 6 contains 71384 members 
Mstep: Class 7 contains 37072 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 94082 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 82130 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119771 members 
Mstep: Class 14 contains 69024 members 
Mstep: Class 15 contains 180953 members 
Mstep: Class 16 contains 97147 members 
Mstep: Class 17 contains 92791 members 
Mstep: Class 18 contains 11111 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 7804 members 
Mstep: Class 22 contains 21801 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16802 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 29931 members 
Mstep: Class 29 contains 105483 members 
Mstep: Class 30 contains 29899 members 
Mstep: Class 31 contains 9403 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4796 members 
Mstep: Class 34 contains 41365 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29522 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 20758 members 
Mstep: Class 39 contains 3287 members 
Mstep: Class 40 contains 4555 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9379 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 8073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066352.000000 Penalty: 101845.984375
Iteration 170Q: 45 clusters Score -1.540664e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 15083 members 
Mstep: Class 5 contains 32029 members 
Mstep: Class 6 contains 71388 members 
Mstep: Class 7 contains 37062 members 
Mstep: Class 8 contains 6155 members 
Mstep: Class 9 contains 94025 members 
Mstep: Class 10 contains 15271 members 
Mstep: Class 11 contains 82123 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119782 members 
Mstep: Class 14 contains 69072 members 
Mstep: Class 15 contains 180904 members 
Mstep: Class 16 contains 97143 members 
Mstep: Class 17 contains 92825 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7807 members 
Mstep: Class 22 contains 21821 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16797 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19900 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 29931 members 
Mstep: Class 29 contains 105326 members 
Mstep: Class 30 contains 29902 members 
Mstep: Class 31 contains 9399 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4799 members 
Mstep: Class 34 contains 41355 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29520 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 20757 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 4554 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9382 members 
Mstep: Class 43 contains 8259 members 
Mstep: Class 44 contains 8211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066400.000000 Penalty: 101845.984375
Iteration 171Q: 45 clusters Score -1.540664e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 15078 members 
Mstep: Class 5 contains 32024 members 
Mstep: Class 6 contains 71398 members 
Mstep: Class 7 contains 37049 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 93965 members 
Mstep: Class 10 contains 15276 members 
Mstep: Class 11 contains 82123 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119788 members 
Mstep: Class 14 contains 69111 members 
Mstep: Class 15 contains 180875 members 
Mstep: Class 16 contains 97132 members 
Mstep: Class 17 contains 92863 members 
Mstep: Class 18 contains 11140 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 7807 members 
Mstep: Class 22 contains 21838 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16789 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19897 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 29932 members 
Mstep: Class 29 contains 105198 members 
Mstep: Class 30 contains 29900 members 
Mstep: Class 31 contains 9386 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4803 members 
Mstep: Class 34 contains 41345 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29519 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 20756 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4555 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9385 members 
Mstep: Class 43 contains 8259 members 
Mstep: Class 44 contains 8332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066528.000000 Penalty: 101845.984375
Iteration 172Q: 45 clusters Score -1.540665e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 28409 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 32021 members 
Mstep: Class 6 contains 71404 members 
Mstep: Class 7 contains 37039 members 
Mstep: Class 8 contains 6199 members 
Mstep: Class 9 contains 93921 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 82124 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 119791 members 
Mstep: Class 14 contains 69144 members 
Mstep: Class 15 contains 180844 members 
Mstep: Class 16 contains 97123 members 
Mstep: Class 17 contains 92899 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 7808 members 
Mstep: Class 22 contains 21848 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16786 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19893 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 29933 members 
Mstep: Class 29 contains 105111 members 
Mstep: Class 30 contains 29895 members 
Mstep: Class 31 contains 9378 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4807 members 
Mstep: Class 34 contains 41323 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29517 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4553 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9388 members 
Mstep: Class 43 contains 8262 members 
Mstep: Class 44 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066496.000000 Penalty: 101845.984375
Iteration 173Q: 45 clusters Score -1.540665e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 5915 members 
Mstep: Class 3 contains 28401 members 
Mstep: Class 4 contains 15076 members 
Mstep: Class 5 contains 32021 members 
Mstep: Class 6 contains 71410 members 
Mstep: Class 7 contains 37034 members 
Mstep: Class 8 contains 6232 members 
Mstep: Class 9 contains 93883 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 82128 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119800 members 
Mstep: Class 14 contains 69170 members 
Mstep: Class 15 contains 180802 members 
Mstep: Class 16 contains 97113 members 
Mstep: Class 17 contains 92929 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 9158 members 
Mstep: Class 21 contains 7812 members 
Mstep: Class 22 contains 21859 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16782 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 29932 members 
Mstep: Class 29 contains 105025 members 
Mstep: Class 30 contains 29899 members 
Mstep: Class 31 contains 9369 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4809 members 
Mstep: Class 34 contains 41295 members 
Mstep: Class 35 contains 6209 members 
Mstep: Class 36 contains 29517 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 20755 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4546 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9389 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 8529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066288.000000 Penalty: 101845.984375
Iteration 174Q: 45 clusters Score -1.540663e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155006 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 28391 members 
Mstep: Class 4 contains 15074 members 
Mstep: Class 5 contains 32018 members 
Mstep: Class 6 contains 71407 members 
Mstep: Class 7 contains 37028 members 
Mstep: Class 8 contains 6258 members 
Mstep: Class 9 contains 93859 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 82134 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 119806 members 
Mstep: Class 14 contains 69197 members 
Mstep: Class 15 contains 180768 members 
Mstep: Class 16 contains 97101 members 
Mstep: Class 17 contains 92941 members 
Mstep: Class 18 contains 11151 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 7817 members 
Mstep: Class 22 contains 21866 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16778 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19881 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 29936 members 
Mstep: Class 29 contains 104955 members 
Mstep: Class 30 contains 29903 members 
Mstep: Class 31 contains 9361 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4811 members 
Mstep: Class 34 contains 41273 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29515 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 20752 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4538 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9393 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066224.000000 Penalty: 101845.984375
Iteration 175Q: 45 clusters Score -1.540662e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 28385 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 32020 members 
Mstep: Class 6 contains 71419 members 
Mstep: Class 7 contains 37021 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 93825 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 82144 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 119811 members 
Mstep: Class 14 contains 69218 members 
Mstep: Class 15 contains 180734 members 
Mstep: Class 16 contains 97092 members 
Mstep: Class 17 contains 92964 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 9150 members 
Mstep: Class 21 contains 7819 members 
Mstep: Class 22 contains 21871 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 16772 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19876 members 
Mstep: Class 27 contains 7259 members 
Mstep: Class 28 contains 29940 members 
Mstep: Class 29 contains 104869 members 
Mstep: Class 30 contains 29912 members 
Mstep: Class 31 contains 9350 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4815 members 
Mstep: Class 34 contains 41259 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29513 members 
Mstep: Class 37 contains 2754 members 
Mstep: Class 38 contains 20751 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4534 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9395 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 8688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066240.000000 Penalty: 101845.984375
Iteration 176Q: 45 clusters Score -1.540662e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 5915 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 15069 members 
Mstep: Class 5 contains 32021 members 
Mstep: Class 6 contains 71425 members 
Mstep: Class 7 contains 37013 members 
Mstep: Class 8 contains 6292 members 
Mstep: Class 9 contains 93795 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 82148 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119819 members 
Mstep: Class 14 contains 69233 members 
Mstep: Class 15 contains 180708 members 
Mstep: Class 16 contains 97086 members 
Mstep: Class 17 contains 92965 members 
Mstep: Class 18 contains 11165 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 21874 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16764 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 19872 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 29945 members 
Mstep: Class 29 contains 104811 members 
Mstep: Class 30 contains 29918 members 
Mstep: Class 31 contains 9337 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 4816 members 
Mstep: Class 34 contains 41258 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29510 members 
Mstep: Class 37 contains 2759 members 
Mstep: Class 38 contains 20750 members 
Mstep: Class 39 contains 3289 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9397 members 
Mstep: Class 43 contains 8264 members 
Mstep: Class 44 contains 8765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066416.000000 Penalty: 101845.984375
Iteration 177Q: 45 clusters Score -1.540664e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 15062 members 
Mstep: Class 5 contains 32020 members 
Mstep: Class 6 contains 71429 members 
Mstep: Class 7 contains 37002 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 93761 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 82154 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 119821 members 
Mstep: Class 14 contains 69245 members 
Mstep: Class 15 contains 180686 members 
Mstep: Class 16 contains 97083 members 
Mstep: Class 17 contains 92976 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 9161 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 21874 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16756 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 19873 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 29947 members 
Mstep: Class 29 contains 104755 members 
Mstep: Class 30 contains 29924 members 
Mstep: Class 31 contains 9325 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 4816 members 
Mstep: Class 34 contains 41247 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29508 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 20750 members 
Mstep: Class 39 contains 3290 members 
Mstep: Class 40 contains 4526 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9400 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 8840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066592.000000 Penalty: 101845.984375
Iteration 178Q: 45 clusters Score -1.540666e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155046 members 
Mstep: Class 2 contains 5923 members 
Mstep: Class 3 contains 28362 members 
Mstep: Class 4 contains 15055 members 
Mstep: Class 5 contains 32019 members 
Mstep: Class 6 contains 71441 members 
Mstep: Class 7 contains 37000 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 93739 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 82156 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 119815 members 
Mstep: Class 14 contains 69240 members 
Mstep: Class 15 contains 180661 members 
Mstep: Class 16 contains 97088 members 
Mstep: Class 17 contains 92978 members 
Mstep: Class 18 contains 11184 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 22 contains 21877 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16749 members 
Mstep: Class 25 contains 10940 members 
Mstep: Class 26 contains 19866 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 29944 members 
Mstep: Class 29 contains 104707 members 
Mstep: Class 30 contains 29936 members 
Mstep: Class 31 contains 9325 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 4817 members 
Mstep: Class 34 contains 41237 members 
Mstep: Class 35 contains 6207 members 
Mstep: Class 36 contains 29503 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 20750 members 
Mstep: Class 39 contains 3291 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9403 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 8902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066368.000000 Penalty: 101845.984375
Iteration 179Q: 45 clusters Score -1.540664e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 28353 members 
Mstep: Class 4 contains 15056 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 71449 members 
Mstep: Class 7 contains 36993 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 93724 members 
Mstep: Class 10 contains 15318 members 
Mstep: Class 11 contains 82163 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 119820 members 
Mstep: Class 14 contains 69235 members 
Mstep: Class 15 contains 180643 members 
Mstep: Class 16 contains 97085 members 
Mstep: Class 17 contains 92987 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 9164 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 21883 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16740 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 19863 members 
Mstep: Class 27 contains 7260 members 
Mstep: Class 28 contains 29947 members 
Mstep: Class 29 contains 104665 members 
Mstep: Class 30 contains 29941 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41223 members 
Mstep: Class 35 contains 6206 members 
Mstep: Class 36 contains 29503 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 20749 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 4522 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9403 members 
Mstep: Class 43 contains 8266 members 
Mstep: Class 44 contains 8959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066416.000000 Penalty: 101845.984375
Iteration 180F: 45 clusters Score -1.540664e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 15053 members 
Mstep: Class 5 contains 32011 members 
Mstep: Class 6 contains 71453 members 
Mstep: Class 7 contains 36989 members 
Mstep: Class 8 contains 6390 members 
Mstep: Class 9 contains 93695 members 
Mstep: Class 10 contains 15320 members 
Mstep: Class 11 contains 82165 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 119826 members 
Mstep: Class 14 contains 69226 members 
Mstep: Class 15 contains 180645 members 
Mstep: Class 16 contains 97088 members 
Mstep: Class 17 contains 92999 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 22 contains 21894 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16727 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 19860 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 29947 members 
Mstep: Class 29 contains 104632 members 
Mstep: Class 30 contains 29943 members 
Mstep: Class 31 contains 9319 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41209 members 
Mstep: Class 35 contains 6206 members 
Mstep: Class 36 contains 29503 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 20748 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9406 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066464.000000 Penalty: 101845.984375
Iteration 181Q: 45 clusters Score -1.540665e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 28331 members 
Mstep: Class 4 contains 15053 members 
Mstep: Class 5 contains 32010 members 
Mstep: Class 6 contains 71457 members 
Mstep: Class 7 contains 36982 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 93669 members 
Mstep: Class 10 contains 15320 members 
Mstep: Class 11 contains 82167 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 119837 members 
Mstep: Class 14 contains 69219 members 
Mstep: Class 15 contains 180650 members 
Mstep: Class 16 contains 97089 members 
Mstep: Class 17 contains 93006 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 21905 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16714 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 19856 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 29948 members 
Mstep: Class 29 contains 104598 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9323 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41191 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29504 members 
Mstep: Class 37 contains 2767 members 
Mstep: Class 38 contains 20747 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 4520 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9407 members 
Mstep: Class 43 contains 8271 members 
Mstep: Class 44 contains 9053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066512.000000 Penalty: 101845.984375
Iteration 182Q: 45 clusters Score -1.540665e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 28329 members 
Mstep: Class 4 contains 15053 members 
Mstep: Class 5 contains 32007 members 
Mstep: Class 6 contains 71456 members 
Mstep: Class 7 contains 36978 members 
Mstep: Class 8 contains 6420 members 
Mstep: Class 9 contains 93647 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 82167 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119845 members 
Mstep: Class 14 contains 69212 members 
Mstep: Class 15 contains 180654 members 
Mstep: Class 16 contains 97089 members 
Mstep: Class 17 contains 93010 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 7807 members 
Mstep: Class 22 contains 21911 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16698 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 7263 members 
Mstep: Class 28 contains 29948 members 
Mstep: Class 29 contains 104576 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9327 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41190 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29502 members 
Mstep: Class 37 contains 2767 members 
Mstep: Class 38 contains 20745 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 4519 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9413 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066672.000000 Penalty: 101845.984375
Iteration 183Q: 45 clusters Score -1.540667e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 5909 members 
Mstep: Class 3 contains 28326 members 
Mstep: Class 4 contains 15052 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71450 members 
Mstep: Class 7 contains 36984 members 
Mstep: Class 8 contains 6431 members 
Mstep: Class 9 contains 93630 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 82166 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119859 members 
Mstep: Class 14 contains 69213 members 
Mstep: Class 15 contains 180654 members 
Mstep: Class 16 contains 97089 members 
Mstep: Class 17 contains 93017 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 7808 members 
Mstep: Class 22 contains 21915 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16691 members 
Mstep: Class 25 contains 10938 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 7263 members 
Mstep: Class 28 contains 29948 members 
Mstep: Class 29 contains 104557 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9326 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41171 members 
Mstep: Class 35 contains 6207 members 
Mstep: Class 36 contains 29501 members 
Mstep: Class 37 contains 2767 members 
Mstep: Class 38 contains 20746 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 4514 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9422 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066400.000000 Penalty: 101845.984375
Iteration 184Q: 45 clusters Score -1.540664e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 28322 members 
Mstep: Class 4 contains 15052 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71447 members 
Mstep: Class 7 contains 36974 members 
Mstep: Class 8 contains 6448 members 
Mstep: Class 9 contains 93609 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 82164 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119876 members 
Mstep: Class 14 contains 69206 members 
Mstep: Class 15 contains 180652 members 
Mstep: Class 16 contains 97090 members 
Mstep: Class 17 contains 93033 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 7804 members 
Mstep: Class 22 contains 21915 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16684 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 19823 members 
Mstep: Class 27 contains 7263 members 
Mstep: Class 28 contains 29950 members 
Mstep: Class 29 contains 104540 members 
Mstep: Class 30 contains 29938 members 
Mstep: Class 31 contains 9325 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41148 members 
Mstep: Class 35 contains 6207 members 
Mstep: Class 36 contains 29499 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 20746 members 
Mstep: Class 39 contains 3292 members 
Mstep: Class 40 contains 4515 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9430 members 
Mstep: Class 43 contains 8272 members 
Mstep: Class 44 contains 9127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066384.000000 Penalty: 101845.984375
Iteration 185Q: 45 clusters Score -1.540664e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 28306 members 
Mstep: Class 4 contains 15050 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71448 members 
Mstep: Class 7 contains 36971 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 93581 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 82166 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119891 members 
Mstep: Class 14 contains 69200 members 
Mstep: Class 15 contains 180653 members 
Mstep: Class 16 contains 97091 members 
Mstep: Class 17 contains 93043 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 21928 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16678 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 19823 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29953 members 
Mstep: Class 29 contains 104514 members 
Mstep: Class 30 contains 29932 members 
Mstep: Class 31 contains 9327 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41120 members 
Mstep: Class 35 contains 6206 members 
Mstep: Class 36 contains 29499 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 20744 members 
Mstep: Class 39 contains 3293 members 
Mstep: Class 40 contains 4515 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9437 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066432.000000 Penalty: 101845.984375
Iteration 186Q: 45 clusters Score -1.540664e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 3 contains 28298 members 
Mstep: Class 4 contains 15048 members 
Mstep: Class 5 contains 32001 members 
Mstep: Class 6 contains 71443 members 
Mstep: Class 7 contains 36968 members 
Mstep: Class 8 contains 6490 members 
Mstep: Class 9 contains 93560 members 
Mstep: Class 10 contains 15321 members 
Mstep: Class 11 contains 82169 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119907 members 
Mstep: Class 14 contains 69190 members 
Mstep: Class 15 contains 180641 members 
Mstep: Class 16 contains 97083 members 
Mstep: Class 17 contains 93045 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 21941 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16668 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 19827 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 29951 members 
Mstep: Class 29 contains 104490 members 
Mstep: Class 30 contains 29928 members 
Mstep: Class 31 contains 9322 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 41109 members 
Mstep: Class 35 contains 6207 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 20741 members 
Mstep: Class 39 contains 3293 members 
Mstep: Class 40 contains 4514 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9439 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066448.000000 Penalty: 101845.984375
Iteration 187Q: 45 clusters Score -1.540664e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 28290 members 
Mstep: Class 4 contains 15044 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71440 members 
Mstep: Class 7 contains 36965 members 
Mstep: Class 8 contains 6510 members 
Mstep: Class 9 contains 93535 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 82170 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 119920 members 
Mstep: Class 14 contains 69181 members 
Mstep: Class 15 contains 180633 members 
Mstep: Class 16 contains 97081 members 
Mstep: Class 17 contains 93075 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9167 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 21950 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16657 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 19830 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 29951 members 
Mstep: Class 29 contains 104472 members 
Mstep: Class 30 contains 29922 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 41103 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 20737 members 
Mstep: Class 39 contains 3293 members 
Mstep: Class 40 contains 4510 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9443 members 
Mstep: Class 43 contains 8272 members 
Mstep: Class 44 contains 9228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066448.000000 Penalty: 101845.984375
Iteration 188Q: 45 clusters Score -1.540664e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 28276 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 32004 members 
Mstep: Class 6 contains 71439 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6532 members 
Mstep: Class 9 contains 93521 members 
Mstep: Class 10 contains 15324 members 
Mstep: Class 11 contains 82174 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 119930 members 
Mstep: Class 14 contains 69178 members 
Mstep: Class 15 contains 180621 members 
Mstep: Class 16 contains 97081 members 
Mstep: Class 17 contains 93106 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 21954 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16647 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 19828 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29950 members 
Mstep: Class 29 contains 104455 members 
Mstep: Class 30 contains 29917 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 41097 members 
Mstep: Class 35 contains 6210 members 
Mstep: Class 36 contains 29497 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 20737 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4511 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 9448 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066304.000000 Penalty: 101845.984375
Iteration 189Q: 45 clusters Score -1.540663e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 5884 members 
Mstep: Class 3 contains 28260 members 
Mstep: Class 4 contains 15041 members 
Mstep: Class 5 contains 32004 members 
Mstep: Class 6 contains 71439 members 
Mstep: Class 7 contains 36955 members 
Mstep: Class 8 contains 6558 members 
Mstep: Class 9 contains 93502 members 
Mstep: Class 10 contains 15326 members 
Mstep: Class 11 contains 82176 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 119948 members 
Mstep: Class 14 contains 69173 members 
Mstep: Class 15 contains 180604 members 
Mstep: Class 16 contains 97079 members 
Mstep: Class 17 contains 93141 members 
Mstep: Class 18 contains 11228 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9164 members 
Mstep: Class 21 contains 7799 members 
Mstep: Class 22 contains 21965 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16642 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 19824 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29951 members 
Mstep: Class 29 contains 104447 members 
Mstep: Class 30 contains 29918 members 
Mstep: Class 31 contains 9321 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 41080 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29499 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 20734 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4510 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9451 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066336.000000 Penalty: 101845.984375
Iteration 190Q: 45 clusters Score -1.540663e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 28247 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71442 members 
Mstep: Class 7 contains 36947 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 93479 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 82179 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 119971 members 
Mstep: Class 14 contains 69174 members 
Mstep: Class 15 contains 180601 members 
Mstep: Class 16 contains 97070 members 
Mstep: Class 17 contains 93157 members 
Mstep: Class 18 contains 11235 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 21974 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16637 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 19820 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29953 members 
Mstep: Class 29 contains 104433 members 
Mstep: Class 30 contains 29925 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 41056 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29497 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 20736 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4511 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9457 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066400.000000 Penalty: 101845.984375
Iteration 191Q: 45 clusters Score -1.540664e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 28241 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71438 members 
Mstep: Class 7 contains 36950 members 
Mstep: Class 8 contains 6600 members 
Mstep: Class 9 contains 93454 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 82184 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 120000 members 
Mstep: Class 14 contains 69179 members 
Mstep: Class 15 contains 180590 members 
Mstep: Class 16 contains 97065 members 
Mstep: Class 17 contains 93173 members 
Mstep: Class 18 contains 11237 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 21978 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16631 members 
Mstep: Class 25 contains 10933 members 
Mstep: Class 26 contains 19813 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29954 members 
Mstep: Class 29 contains 104419 members 
Mstep: Class 30 contains 29929 members 
Mstep: Class 31 contains 9319 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 41030 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 20737 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4510 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9457 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066416.000000 Penalty: 101845.984375
Iteration 192Q: 45 clusters Score -1.540664e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 5876 members 
Mstep: Class 3 contains 28232 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71436 members 
Mstep: Class 7 contains 36953 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 93438 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 82184 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 120027 members 
Mstep: Class 14 contains 69182 members 
Mstep: Class 15 contains 180577 members 
Mstep: Class 16 contains 97065 members 
Mstep: Class 17 contains 93203 members 
Mstep: Class 18 contains 11241 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 21983 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16621 members 
Mstep: Class 25 contains 10932 members 
Mstep: Class 26 contains 19804 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29954 members 
Mstep: Class 29 contains 104409 members 
Mstep: Class 30 contains 29930 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 41007 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 20738 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4506 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9458 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066384.000000 Penalty: 101845.984375
Iteration 193Q: 45 clusters Score -1.540664e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 28231 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71437 members 
Mstep: Class 7 contains 36958 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 93427 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 82184 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 120046 members 
Mstep: Class 14 contains 69180 members 
Mstep: Class 15 contains 180569 members 
Mstep: Class 16 contains 97060 members 
Mstep: Class 17 contains 93239 members 
Mstep: Class 18 contains 11242 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 21985 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16612 members 
Mstep: Class 25 contains 10930 members 
Mstep: Class 26 contains 19798 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29955 members 
Mstep: Class 29 contains 104400 members 
Mstep: Class 30 contains 29930 members 
Mstep: Class 31 contains 9319 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 40998 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 20741 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9462 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066384.000000 Penalty: 101845.984375
Iteration 194Q: 45 clusters Score -1.540664e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 28221 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71438 members 
Mstep: Class 7 contains 36962 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93419 members 
Mstep: Class 10 contains 15330 members 
Mstep: Class 11 contains 82188 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 120050 members 
Mstep: Class 14 contains 69180 members 
Mstep: Class 15 contains 180564 members 
Mstep: Class 16 contains 97062 members 
Mstep: Class 17 contains 93259 members 
Mstep: Class 18 contains 11243 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 21990 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16613 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 19791 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29955 members 
Mstep: Class 29 contains 104390 members 
Mstep: Class 30 contains 29934 members 
Mstep: Class 31 contains 9317 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40984 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 20740 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4501 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9465 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066624.000000 Penalty: 101845.984375
Iteration 195Q: 45 clusters Score -1.540666e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 28211 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71441 members 
Mstep: Class 7 contains 36962 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 93407 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 82189 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 120053 members 
Mstep: Class 14 contains 69183 members 
Mstep: Class 15 contains 180556 members 
Mstep: Class 16 contains 97064 members 
Mstep: Class 17 contains 93283 members 
Mstep: Class 18 contains 11244 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 7799 members 
Mstep: Class 22 contains 21994 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16612 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 19786 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29953 members 
Mstep: Class 29 contains 104383 members 
Mstep: Class 30 contains 29940 members 
Mstep: Class 31 contains 9316 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40967 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 29496 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 20739 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4503 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9468 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066624.000000 Penalty: 101845.984375
Iteration 196Q: 45 clusters Score -1.540666e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 28208 members 
Mstep: Class 4 contains 15037 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71436 members 
Mstep: Class 7 contains 36960 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 93394 members 
Mstep: Class 10 contains 15334 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 120064 members 
Mstep: Class 14 contains 69184 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97061 members 
Mstep: Class 17 contains 93308 members 
Mstep: Class 18 contains 11245 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22000 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16608 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 19779 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29953 members 
Mstep: Class 29 contains 104381 members 
Mstep: Class 30 contains 29944 members 
Mstep: Class 31 contains 9315 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40943 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29493 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 20737 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9470 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066560.000000 Penalty: 101845.984375
Iteration 197Q: 45 clusters Score -1.540666e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 28206 members 
Mstep: Class 4 contains 15037 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71436 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 93373 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 82182 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120077 members 
Mstep: Class 14 contains 69182 members 
Mstep: Class 15 contains 180556 members 
Mstep: Class 16 contains 97055 members 
Mstep: Class 17 contains 93316 members 
Mstep: Class 18 contains 11245 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22003 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16601 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 19766 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29955 members 
Mstep: Class 29 contains 104377 members 
Mstep: Class 30 contains 29946 members 
Mstep: Class 31 contains 9316 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40937 members 
Mstep: Class 35 contains 6214 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2781 members 
Mstep: Class 38 contains 20735 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9472 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066576.000000 Penalty: 101845.984375
Iteration 198Q: 45 clusters Score -1.540666e+08 nChanged 212
Entering ConstructFrom: 
Score: -154066576.000000 Penalty: 101845.984375
Entering ConstructFrom: 
Trying to split cluster 1 (155101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Entering Unmasked Estep 
Score: -16267870.000000 Penalty: 1942.172729
	Iteration 0F: 2 clusters Score -1.626787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -16168217.000000 Penalty: 3884.345459
	Iteration 0F: 3 clusters Score -1.616822e+07 nChanged 74921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -16213418.000000 Penalty: 3884.345459
	Iteration 1F: 3 clusters Score -1.621342e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -16215452.000000 Penalty: 3884.345459
	Iteration 2Q: 3 clusters Score -1.621545e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -16218706.000000 Penalty: 3884.345459
	Iteration 3F: 3 clusters Score -1.621871e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -16223785.000000 Penalty: 3884.345459
	Iteration 4F: 3 clusters Score -1.622378e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -16231756.000000 Penalty: 3884.345459
	Iteration 5F: 3 clusters Score -1.623176e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127101 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -16242389.000000 Penalty: 3884.345459
	Iteration 6F: 3 clusters Score -1.624239e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139004 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -16253930.000000 Penalty: 3884.345459
	Iteration 7F: 3 clusters Score -1.625393e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -16261615.000000 Penalty: 3884.345459
	Iteration 8F: 3 clusters Score -1.626162e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -16264812.000000 Penalty: 3884.345459
	Iteration 9Q: 3 clusters Score -1.626481e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16265768.000000 Penalty: 3884.345459
	Iteration 10Q: 3 clusters Score -1.626577e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -16266018.000000 Penalty: 3884.345459
	Iteration 11Q: 3 clusters Score -1.626602e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154772 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16266124.000000 Penalty: 3884.345459
	Iteration 12Q: 3 clusters Score -1.626612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16266172.000000 Penalty: 3884.345459
	Iteration 13Q: 3 clusters Score -1.626617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16266211.000000 Penalty: 3884.345459
	Iteration 14Q: 3 clusters Score -1.626621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154880 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16266271.000000 Penalty: 3884.345459
	Iteration 15Q: 3 clusters Score -1.626627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16266285.000000 Penalty: 3884.345459
	Iteration 16Q: 3 clusters Score -1.626628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16266308.000000 Penalty: 3884.345459
	Iteration 17Q: 3 clusters Score -1.626631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16266301.000000 Penalty: 3884.345459
	Iteration 18Q: 3 clusters Score -1.62663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16266309.000000 Penalty: 3884.345459
	Iteration 19Q: 3 clusters Score -1.626631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16266309.000000 Penalty: 3884.345459
	Iteration 20F: 3 clusters Score -1.626631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16266305.000000 Penalty: 3884.345459
	Iteration 21Q: 3 clusters Score -1.62663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16266305.000000 Penalty: 3884.345459
	Iteration 22Q: 3 clusters Score -1.62663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16266305.000000 Penalty: 3884.345459
	Iteration 23F: 3 clusters Score -1.62663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -531424.937500 Penalty: 1409.945435
	Iteration 0F: 2 clusters Score -531424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -526960.500000 Penalty: 2819.890869
	Iteration 0F: 3 clusters Score -526960.5 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -528894.062500 Penalty: 2819.890869
	Iteration 1F: 3 clusters Score -528894.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -529518.000000 Penalty: 2819.890869
	Iteration 2F: 3 clusters Score -529518 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -530072.062500 Penalty: 2819.890869
	Iteration 3F: 3 clusters Score -530072.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -530534.250000 Penalty: 2819.890869
	Iteration 4F: 3 clusters Score -530534.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -530857.562500 Penalty: 2819.890869
	Iteration 5F: 3 clusters Score -530857.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -531083.437500 Penalty: 2819.890869
	Iteration 6Q: 3 clusters Score -531083.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -531294.125000 Penalty: 2819.890869
	Iteration 7Q: 3 clusters Score -531294.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -531483.687500 Penalty: 2819.890869
	Iteration 8Q: 3 clusters Score -531483.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -531554.812500 Penalty: 2819.890869
	Iteration 9Q: 3 clusters Score -531554.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -531588.437500 Penalty: 2819.890869
	Iteration 10Q: 3 clusters Score -531588.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -531607.375000 Penalty: 2819.890869
	Iteration 11Q: 3 clusters Score -531607.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -531618.750000 Penalty: 2819.890869
	Iteration 12Q: 3 clusters Score -531618.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -531625.625000 Penalty: 2819.890869
	Iteration 13Q: 3 clusters Score -531625.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -531636.125000 Penalty: 2819.890869
	Iteration 14Q: 3 clusters Score -531636.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -531642.000000 Penalty: 2819.890869
	Iteration 15Q: 3 clusters Score -531642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -531647.125000 Penalty: 2819.890869
	Iteration 16Q: 3 clusters Score -531647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -531649.500000 Penalty: 2819.890869
	Iteration 17Q: 3 clusters Score -531649.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -531653.687500 Penalty: 2819.890869
	Iteration 18Q: 3 clusters Score -531653.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -531654.687500 Penalty: 2819.890869
	Iteration 19Q: 3 clusters Score -531654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -531656.000000 Penalty: 2819.890869
	Iteration 20F: 3 clusters Score -531656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -531657.437500 Penalty: 2819.890869
	Iteration 21Q: 3 clusters Score -531657.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -531658.875000 Penalty: 2819.890869
	Iteration 22Q: 3 clusters Score -531658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -531659.937500 Penalty: 2819.890869
	Iteration 23Q: 3 clusters Score -531659.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -531664.375000 Penalty: 2819.890869
	Iteration 24Q: 3 clusters Score -531664.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -531665.687500 Penalty: 2819.890869
	Iteration 25Q: 3 clusters Score -531665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -531667.375000 Penalty: 2819.890869
	Iteration 26Q: 3 clusters Score -531667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -531669.375000 Penalty: 2819.890869
	Iteration 27Q: 3 clusters Score -531669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -531671.687500 Penalty: 2819.890869
	Iteration 28Q: 3 clusters Score -531671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -531672.375000 Penalty: 2819.890869
	Iteration 29Q: 3 clusters Score -531672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -531672.000000 Penalty: 2819.890869
	Iteration 30Q: 3 clusters Score -531672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -531672.000000 Penalty: 2819.890869
	Iteration 31F: 3 clusters Score -531672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 3875 members 
Entering Unmasked Estep 
Score: -154065664.000000 Penalty: 104160.664062
Splitting cluster 2 changes total score from -154066576.000000 to -154065664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (28199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Entering Unmasked Estep 
Score: -2895964.500000 Penalty: 1665.144287
	Iteration 0F: 2 clusters Score -2895964 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 13998 members 
Entering Unmasked Estep 
Score: -2876847.500000 Penalty: 3330.288574
	Iteration 0F: 3 clusters Score -2876848 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2884157.500000 Penalty: 3330.288574
	Iteration 1F: 3 clusters Score -2884158 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2884701.750000 Penalty: 3330.288574
	Iteration 2F: 3 clusters Score -2884702 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2885296.750000 Penalty: 3330.288574
	Iteration 3Q: 3 clusters Score -2885297 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2886075.750000 Penalty: 3330.288574
	Iteration 4F: 3 clusters Score -2886076 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2887223.000000 Penalty: 3330.288574
	Iteration 5F: 3 clusters Score -2887223 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2888810.000000 Penalty: 3330.288574
	Iteration 6F: 3 clusters Score -2888810 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2890651.250000 Penalty: 3330.288574
	Iteration 7F: 3 clusters Score -2890651 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2892246.000000 Penalty: 3330.288574
	Iteration 8F: 3 clusters Score -2892246 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2893336.000000 Penalty: 3330.288574
	Iteration 9Q: 3 clusters Score -2893336 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2893914.750000 Penalty: 3330.288574
	Iteration 10Q: 3 clusters Score -2893915 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2894210.250000 Penalty: 3330.288574
	Iteration 11Q: 3 clusters Score -2894210 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2894371.000000 Penalty: 3330.288574
	Iteration 12Q: 3 clusters Score -2894371 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2894472.750000 Penalty: 3330.288574
	Iteration 13Q: 3 clusters Score -2894473 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2894578.250000 Penalty: 3330.288574
	Iteration 14Q: 3 clusters Score -2894578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2894645.500000 Penalty: 3330.288574
	Iteration 15Q: 3 clusters Score -2894646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2894722.250000 Penalty: 3330.288574
	Iteration 16Q: 3 clusters Score -2894722 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2894774.750000 Penalty: 3330.288574
	Iteration 17Q: 3 clusters Score -2894775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2894817.500000 Penalty: 3330.288574
	Iteration 18Q: 3 clusters Score -2894818 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2894838.000000 Penalty: 3330.288574
	Iteration 19Q: 3 clusters Score -2894838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2894865.750000 Penalty: 3330.288574
	Iteration 20F: 3 clusters Score -2894866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2894889.750000 Penalty: 3330.288574
	Iteration 21Q: 3 clusters Score -2894890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2894912.000000 Penalty: 3330.288574
	Iteration 22Q: 3 clusters Score -2894912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2894930.250000 Penalty: 3330.288574
	Iteration 23Q: 3 clusters Score -2894930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2894947.500000 Penalty: 3330.288574
	Iteration 24Q: 3 clusters Score -2894948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2894975.750000 Penalty: 3330.288574
	Iteration 25Q: 3 clusters Score -2894976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2894994.000000 Penalty: 3330.288574
	Iteration 26Q: 3 clusters Score -2894994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2894999.250000 Penalty: 3330.288574
	Iteration 27Q: 3 clusters Score -2894999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2895012.500000 Penalty: 3330.288574
	Iteration 28Q: 3 clusters Score -2895012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2895019.250000 Penalty: 3330.288574
	Iteration 29Q: 3 clusters Score -2895019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2895026.500000 Penalty: 3330.288574
	Iteration 30Q: 3 clusters Score -2895026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2895036.250000 Penalty: 3330.288574
	Iteration 31Q: 3 clusters Score -2895036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2895035.250000 Penalty: 3330.288574
	Iteration 32Q: 3 clusters Score -2895035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2895036.000000 Penalty: 3330.288574
	Iteration 33Q: 3 clusters Score -2895036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2895037.250000 Penalty: 3330.288574
	Iteration 34Q: 3 clusters Score -2895037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2895041.500000 Penalty: 3330.288574
	Iteration 35Q: 3 clusters Score -2895042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2895053.750000 Penalty: 3330.288574
	Iteration 36Q: 3 clusters Score -2895054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2895054.250000 Penalty: 3330.288574
	Iteration 37Q: 3 clusters Score -2895054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2895058.000000 Penalty: 3330.288574
	Iteration 38Q: 3 clusters Score -2895058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2895060.500000 Penalty: 3330.288574
	Iteration 39Q: 3 clusters Score -2895060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2895064.250000 Penalty: 3330.288574
	Iteration 40F: 3 clusters Score -2895064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2895061.500000 Penalty: 3330.288574
	Iteration 41Q: 3 clusters Score -2895062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2895062.250000 Penalty: 3330.288574
	Iteration 42Q: 3 clusters Score -2895062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2895062.500000 Penalty: 3330.288574
	Iteration 43Q: 3 clusters Score -2895062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2895060.250000 Penalty: 3330.288574
	Iteration 44Q: 3 clusters Score -2895060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2895063.500000 Penalty: 3330.288574
	Iteration 45Q: 3 clusters Score -2895064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2895061.250000 Penalty: 3330.288574
	Iteration 46Q: 3 clusters Score -2895061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2895062.000000 Penalty: 3330.288574
	Iteration 47Q: 3 clusters Score -2895062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2895060.000000 Penalty: 3330.288574
	Iteration 48Q: 3 clusters Score -2895060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2895063.500000 Penalty: 3330.288574
	Iteration 49Q: 3 clusters Score -2895064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2895065.250000 Penalty: 3330.288574
	Iteration 50Q: 3 clusters Score -2895065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2895061.250000 Penalty: 3330.288574
	Iteration 51Q: 3 clusters Score -2895061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2895062.250000 Penalty: 3330.288574
	Iteration 52Q: 3 clusters Score -2895062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2895062.250000 Penalty: 3330.288574
	Iteration 53F: 3 clusters Score -2895062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Entering Unmasked Estep 
Score: -1503598.250000 Penalty: 1562.957886
	Iteration 0F: 2 clusters Score -1503598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1493238.875000 Penalty: 3125.915771
	Iteration 0F: 3 clusters Score -1493239 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1497244.875000 Penalty: 3125.915771
	Iteration 1F: 3 clusters Score -1497245 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1497944.750000 Penalty: 3125.915771
	Iteration 2F: 3 clusters Score -1497945 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1498753.750000 Penalty: 3125.915771
	Iteration 3F: 3 clusters Score -1498754 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1499711.125000 Penalty: 3125.915771
	Iteration 4F: 3 clusters Score -1499711 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1500680.000000 Penalty: 3125.915771
	Iteration 5F: 3 clusters Score -1500680 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1501501.375000 Penalty: 3125.915771
	Iteration 6F: 3 clusters Score -1501501 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1501967.500000 Penalty: 3125.915771
	Iteration 7F: 3 clusters Score -1501968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1502241.375000 Penalty: 3125.915771
	Iteration 8Q: 3 clusters Score -1502241 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1502467.375000 Penalty: 3125.915771
	Iteration 9Q: 3 clusters Score -1502467 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1502659.000000 Penalty: 3125.915771
	Iteration 10Q: 3 clusters Score -1502659 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1502780.000000 Penalty: 3125.915771
	Iteration 11Q: 3 clusters Score -1502780 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1502871.375000 Penalty: 3125.915771
	Iteration 12Q: 3 clusters Score -1502871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1502952.375000 Penalty: 3125.915771
	Iteration 13Q: 3 clusters Score -1502952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1503019.750000 Penalty: 3125.915771
	Iteration 14Q: 3 clusters Score -1503020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1503079.125000 Penalty: 3125.915771
	Iteration 15Q: 3 clusters Score -1503079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1503153.875000 Penalty: 3125.915771
	Iteration 16Q: 3 clusters Score -1503154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1503210.250000 Penalty: 3125.915771
	Iteration 17Q: 3 clusters Score -1503210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1503278.500000 Penalty: 3125.915771
	Iteration 18Q: 3 clusters Score -1503278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1503336.000000 Penalty: 3125.915771
	Iteration 19Q: 3 clusters Score -1503336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1503396.750000 Penalty: 3125.915771
	Iteration 20F: 3 clusters Score -1503397 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1503451.250000 Penalty: 3125.915771
	Iteration 21Q: 3 clusters Score -1503451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1503493.500000 Penalty: 3125.915771
	Iteration 22Q: 3 clusters Score -1503494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1503522.500000 Penalty: 3125.915771
	Iteration 23Q: 3 clusters Score -1503522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1503554.750000 Penalty: 3125.915771
	Iteration 24Q: 3 clusters Score -1503555 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1503590.000000 Penalty: 3125.915771
	Iteration 25Q: 3 clusters Score -1503590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1503617.500000 Penalty: 3125.915771
	Iteration 26Q: 3 clusters Score -1503618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1503652.125000 Penalty: 3125.915771
	Iteration 27Q: 3 clusters Score -1503652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1503669.500000 Penalty: 3125.915771
	Iteration 28Q: 3 clusters Score -1503670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1503688.375000 Penalty: 3125.915771
	Iteration 29Q: 3 clusters Score -1503688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1503701.250000 Penalty: 3125.915771
	Iteration 30Q: 3 clusters Score -1503701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1503715.750000 Penalty: 3125.915771
	Iteration 31Q: 3 clusters Score -1503716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1503720.625000 Penalty: 3125.915771
	Iteration 32Q: 3 clusters Score -1503721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1503725.125000 Penalty: 3125.915771
	Iteration 33Q: 3 clusters Score -1503725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1503735.250000 Penalty: 3125.915771
	Iteration 34Q: 3 clusters Score -1503735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1503732.125000 Penalty: 3125.915771
	Iteration 35Q: 3 clusters Score -1503732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1503738.750000 Penalty: 3125.915771
	Iteration 36Q: 3 clusters Score -1503739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1503739.625000 Penalty: 3125.915771
	Iteration 37Q: 3 clusters Score -1503740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1503742.875000 Penalty: 3125.915771
	Iteration 38Q: 3 clusters Score -1503743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1503749.125000 Penalty: 3125.915771
	Iteration 39Q: 3 clusters Score -1503749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1503747.875000 Penalty: 3125.915771
	Iteration 40F: 3 clusters Score -1503748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1503755.875000 Penalty: 3125.915771
	Iteration 41Q: 3 clusters Score -1503756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1503761.000000 Penalty: 3125.915771
	Iteration 42Q: 3 clusters Score -1503761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1503760.875000 Penalty: 3125.915771
	Iteration 43Q: 3 clusters Score -1503761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1503762.250000 Penalty: 3125.915771
	Iteration 44Q: 3 clusters Score -1503762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1503764.125000 Penalty: 3125.915771
	Iteration 45Q: 3 clusters Score -1503764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1503765.250000 Penalty: 3125.915771
	Iteration 46Q: 3 clusters Score -1503765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1503766.875000 Penalty: 3125.915771
	Iteration 47Q: 3 clusters Score -1503767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1503765.250000 Penalty: 3125.915771
	Iteration 48Q: 3 clusters Score -1503765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1503770.375000 Penalty: 3125.915771
	Iteration 49Q: 3 clusters Score -1503770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1503771.500000 Penalty: 3125.915771
	Iteration 50Q: 3 clusters Score -1503772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1503776.000000 Penalty: 3125.915771
	Iteration 51Q: 3 clusters Score -1503776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1503776.125000 Penalty: 3125.915771
	Iteration 52Q: 3 clusters Score -1503776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1503778.875000 Penalty: 3125.915771
	Iteration 53Q: 3 clusters Score -1503779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1503783.000000 Penalty: 3125.915771
	Iteration 54Q: 3 clusters Score -1503783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1503783.750000 Penalty: 3125.915771
	Iteration 55Q: 3 clusters Score -1503784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1503785.000000 Penalty: 3125.915771
	Iteration 56Q: 3 clusters Score -1503785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1503786.125000 Penalty: 3125.915771
	Iteration 57Q: 3 clusters Score -1503786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1503784.625000 Penalty: 3125.915771
	Iteration 58Q: 3 clusters Score -1503785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1503786.750000 Penalty: 3125.915771
	Iteration 59Q: 3 clusters Score -1503787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1503786.125000 Penalty: 3125.915771
	Iteration 60F: 3 clusters Score -1503786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1503785.250000 Penalty: 3125.915771
	Iteration 61Q: 3 clusters Score -1503785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1503788.625000 Penalty: 3125.915771
	Iteration 62Q: 3 clusters Score -1503789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1503790.250000 Penalty: 3125.915771
	Iteration 63Q: 3 clusters Score -1503790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1503791.875000 Penalty: 3125.915771
	Iteration 64Q: 3 clusters Score -1503792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1503789.875000 Penalty: 3125.915771
	Iteration 65Q: 3 clusters Score -1503790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1503788.750000 Penalty: 3125.915771
	Iteration 66Q: 3 clusters Score -1503789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1503788.750000 Penalty: 3125.915771
	Iteration 67F: 3 clusters Score -1503789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 12152 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 2884 members 
Entering Unmasked Estep 
Score: -154066032.000000 Penalty: 104160.664062
Splitting cluster 4 changes total score from -154066576.000000 to -154066032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (32006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Entering Unmasked Estep 
Score: -3257855.750000 Penalty: 1685.722656
	Iteration 0F: 2 clusters Score -3257856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3236354.000000 Penalty: 3371.445312
	Iteration 0F: 3 clusters Score -3236354 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3244661.250000 Penalty: 3371.445312
	Iteration 1F: 3 clusters Score -3244661 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3245278.750000 Penalty: 3371.445312
	Iteration 2Q: 3 clusters Score -3245279 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3246080.750000 Penalty: 3371.445312
	Iteration 3F: 3 clusters Score -3246081 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3247136.500000 Penalty: 3371.445312
	Iteration 4F: 3 clusters Score -3247136 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3248634.500000 Penalty: 3371.445312
	Iteration 5F: 3 clusters Score -3248634 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3250475.750000 Penalty: 3371.445312
	Iteration 6F: 3 clusters Score -3250476 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3252386.250000 Penalty: 3371.445312
	Iteration 7F: 3 clusters Score -3252386 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3253883.500000 Penalty: 3371.445312
	Iteration 8F: 3 clusters Score -3253884 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3254832.500000 Penalty: 3371.445312
	Iteration 9Q: 3 clusters Score -3254832 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3255433.500000 Penalty: 3371.445312
	Iteration 10Q: 3 clusters Score -3255434 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3255816.000000 Penalty: 3371.445312
	Iteration 11Q: 3 clusters Score -3255816 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3256085.500000 Penalty: 3371.445312
	Iteration 12Q: 3 clusters Score -3256086 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3256277.250000 Penalty: 3371.445312
	Iteration 13Q: 3 clusters Score -3256277 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3256386.500000 Penalty: 3371.445312
	Iteration 14Q: 3 clusters Score -3256386 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3256481.500000 Penalty: 3371.445312
	Iteration 15Q: 3 clusters Score -3256482 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3256542.000000 Penalty: 3371.445312
	Iteration 16Q: 3 clusters Score -3256542 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3256592.750000 Penalty: 3371.445312
	Iteration 17Q: 3 clusters Score -3256593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -3256635.000000 Penalty: 3371.445312
	Iteration 18Q: 3 clusters Score -3256635 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3256680.250000 Penalty: 3371.445312
	Iteration 19Q: 3 clusters Score -3256680 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3256717.750000 Penalty: 3371.445312
	Iteration 20F: 3 clusters Score -3256718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3256757.000000 Penalty: 3371.445312
	Iteration 21Q: 3 clusters Score -3256757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3256781.000000 Penalty: 3371.445312
	Iteration 22Q: 3 clusters Score -3256781 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3256805.500000 Penalty: 3371.445312
	Iteration 23Q: 3 clusters Score -3256806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3256827.500000 Penalty: 3371.445312
	Iteration 24Q: 3 clusters Score -3256828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3256833.750000 Penalty: 3371.445312
	Iteration 25Q: 3 clusters Score -3256834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3256837.250000 Penalty: 3371.445312
	Iteration 26Q: 3 clusters Score -3256837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -3256851.500000 Penalty: 3371.445312
	Iteration 27Q: 3 clusters Score -3256852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3256859.750000 Penalty: 3371.445312
	Iteration 28Q: 3 clusters Score -3256860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3256863.500000 Penalty: 3371.445312
	Iteration 29Q: 3 clusters Score -3256864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3256863.500000 Penalty: 3371.445312
	Iteration 30Q: 3 clusters Score -3256864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3256871.500000 Penalty: 3371.445312
	Iteration 31Q: 3 clusters Score -3256872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -3256871.750000 Penalty: 3371.445312
	Iteration 32Q: 3 clusters Score -3256872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3256868.000000 Penalty: 3371.445312
	Iteration 33Q: 3 clusters Score -3256868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3256869.000000 Penalty: 3371.445312
	Iteration 34Q: 3 clusters Score -3256869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3256876.250000 Penalty: 3371.445312
	Iteration 35Q: 3 clusters Score -3256876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3256882.500000 Penalty: 3371.445312
	Iteration 36Q: 3 clusters Score -3256882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3256876.500000 Penalty: 3371.445312
	Iteration 37Q: 3 clusters Score -3256876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3256872.500000 Penalty: 3371.445312
	Iteration 38Q: 3 clusters Score -3256872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3256874.750000 Penalty: 3371.445312
	Iteration 39Q: 3 clusters Score -3256875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3256878.250000 Penalty: 3371.445312
	Iteration 40F: 3 clusters Score -3256878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3256883.750000 Penalty: 3371.445312
	Iteration 41Q: 3 clusters Score -3256884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3256885.750000 Penalty: 3371.445312
	Iteration 42Q: 3 clusters Score -3256886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3256881.500000 Penalty: 3371.445312
	Iteration 43Q: 3 clusters Score -3256882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3256885.750000 Penalty: 3371.445312
	Iteration 44Q: 3 clusters Score -3256886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3256885.500000 Penalty: 3371.445312
	Iteration 45Q: 3 clusters Score -3256886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3256885.750000 Penalty: 3371.445312
	Iteration 46Q: 3 clusters Score -3256886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3256885.250000 Penalty: 3371.445312
	Iteration 47Q: 3 clusters Score -3256885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3256881.000000 Penalty: 3371.445312
	Iteration 48Q: 3 clusters Score -3256881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3256883.000000 Penalty: 3371.445312
	Iteration 49Q: 3 clusters Score -3256883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3256882.500000 Penalty: 3371.445312
	Iteration 50Q: 3 clusters Score -3256882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3256883.750000 Penalty: 3371.445312
	Iteration 51Q: 3 clusters Score -3256884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3256883.750000 Penalty: 3371.445312
	Iteration 52F: 3 clusters Score -3256884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Entering Unmasked Estep 
Score: -7480037.500000 Penalty: 1816.185913
	Iteration 0F: 2 clusters Score -7480038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -7432141.500000 Penalty: 3632.371826
	Iteration 0F: 3 clusters Score -7432142 nChanged 34041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -7452061.500000 Penalty: 3632.371826
	Iteration 1F: 3 clusters Score -7452062 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -7452785.500000 Penalty: 3632.371826
	Iteration 2Q: 3 clusters Score -7452786 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -7453628.000000 Penalty: 3632.371826
	Iteration 3Q: 3 clusters Score -7453628 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -7454718.500000 Penalty: 3632.371826
	Iteration 4Q: 3 clusters Score -7454718 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -7455931.000000 Penalty: 3632.371826
	Iteration 5Q: 3 clusters Score -7455931 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -7457457.000000 Penalty: 3632.371826
	Iteration 6Q: 3 clusters Score -7457457 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -7459103.000000 Penalty: 3632.371826
	Iteration 7Q: 3 clusters Score -7459103 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -7461129.500000 Penalty: 3632.371826
	Iteration 8F: 3 clusters Score -7461130 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7463335.500000 Penalty: 3632.371826
	Iteration 9F: 3 clusters Score -7463336 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -7465487.000000 Penalty: 3632.371826
	Iteration 10F: 3 clusters Score -7465487 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -7467130.500000 Penalty: 3632.371826
	Iteration 11Q: 3 clusters Score -7467130 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7468047.000000 Penalty: 3632.371826
	Iteration 12Q: 3 clusters Score -7468047 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -7468554.500000 Penalty: 3632.371826
	Iteration 13Q: 3 clusters Score -7468554 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7468936.500000 Penalty: 3632.371826
	Iteration 14Q: 3 clusters Score -7468936 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7469237.500000 Penalty: 3632.371826
	Iteration 15Q: 3 clusters Score -7469238 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7469441.500000 Penalty: 3632.371826
	Iteration 16Q: 3 clusters Score -7469442 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -7469659.500000 Penalty: 3632.371826
	Iteration 17Q: 3 clusters Score -7469660 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7469838.000000 Penalty: 3632.371826
	Iteration 18Q: 3 clusters Score -7469838 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7470022.500000 Penalty: 3632.371826
	Iteration 19Q: 3 clusters Score -7470022 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7470080.000000 Penalty: 3632.371826
	Iteration 20F: 3 clusters Score -7470080 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -7470204.500000 Penalty: 3632.371826
	Iteration 21Q: 3 clusters Score -7470204 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -7470313.500000 Penalty: 3632.371826
	Iteration 22Q: 3 clusters Score -7470314 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -7470404.000000 Penalty: 3632.371826
	Iteration 23Q: 3 clusters Score -7470404 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7470504.000000 Penalty: 3632.371826
	Iteration 24Q: 3 clusters Score -7470504 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -7470577.500000 Penalty: 3632.371826
	Iteration 25Q: 3 clusters Score -7470578 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -7470630.000000 Penalty: 3632.371826
	Iteration 26Q: 3 clusters Score -7470630 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -7470700.000000 Penalty: 3632.371826
	Iteration 27Q: 3 clusters Score -7470700 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -7470760.000000 Penalty: 3632.371826
	Iteration 28Q: 3 clusters Score -7470760 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -7470801.500000 Penalty: 3632.371826
	Iteration 29Q: 3 clusters Score -7470802 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7470825.500000 Penalty: 3632.371826
	Iteration 30Q: 3 clusters Score -7470826 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -7470875.000000 Penalty: 3632.371826
	Iteration 31Q: 3 clusters Score -7470875 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -7470943.000000 Penalty: 3632.371826
	Iteration 32Q: 3 clusters Score -7470943 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -7471016.000000 Penalty: 3632.371826
	Iteration 33Q: 3 clusters Score -7471016 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -7471051.000000 Penalty: 3632.371826
	Iteration 34Q: 3 clusters Score -7471051 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -7471063.000000 Penalty: 3632.371826
	Iteration 35Q: 3 clusters Score -7471063 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -7471113.000000 Penalty: 3632.371826
	Iteration 36Q: 3 clusters Score -7471113 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -7471110.000000 Penalty: 3632.371826
	Iteration 37Q: 3 clusters Score -7471110 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7471131 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7471144 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7471154 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7471190 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7471228 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7471288 nChanged 344
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Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7471330 nChanged 345
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Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7471351 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7471365 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7471402 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7471466 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7471498 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7471530 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7471579 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7471615 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7471699 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7471780 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7471870 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7471998 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7472060 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7472134 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7472256 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7472408 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7472599 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7472777 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7472970 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7473188 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7473416 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7473648 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7473912 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7474192 nChanged 887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7474491 nChanged 874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7474840 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7475219 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7475556 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7475908 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -7476207.000000 Penalty: 3632.371826
	Iteration 74Q: 3 clusters Score -7476207 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7476515 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7476810 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -7477140.000000 Penalty: 3632.371826
	Iteration 77Q: 3 clusters Score -7477140 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7477444 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7477718 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7477879 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7478018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7478188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7478326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7478370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7478427 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7478481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -7478523.500000 Penalty: 3632.371826
	Iteration 87Q: 3 clusters Score -7478524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7478560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -7478579.500000 Penalty: 3632.371826
	Iteration 89Q: 3 clusters Score -7478580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -7478618.000000 Penalty: 3632.371826
	Iteration 90Q: 3 clusters Score -7478618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -7478648.500000 Penalty: 3632.371826
	Iteration 91Q: 3 clusters Score -7478648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -7478657.000000 Penalty: 3632.371826
	Iteration 92Q: 3 clusters Score -7478657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -7478673.500000 Penalty: 3632.371826
	Iteration 93Q: 3 clusters Score -7478674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7478680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7478679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7478694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -7478704.000000 Penalty: 3632.371826
	Iteration 97Q: 3 clusters Score -7478704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7478706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -7478708.500000 Penalty: 3632.371826
	Iteration 99Q: 3 clusters Score -7478708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -7478715.000000 Penalty: 3632.371826
	Iteration 100F: 3 clusters Score -7478715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -7478707.500000 Penalty: 3632.371826
	Iteration 101Q: 3 clusters Score -7478708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -7478713.000000 Penalty: 3632.371826
	Iteration 102Q: 3 clusters Score -7478713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -7478712.000000 Penalty: 3632.371826
	Iteration 103Q: 3 clusters Score -7478712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -7478710.000000 Penalty: 3632.371826
	Iteration 104Q: 3 clusters Score -7478710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -7478703.500000 Penalty: 3632.371826
	Iteration 105Q: 3 clusters Score -7478704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -7478707.000000 Penalty: 3632.371826
	Iteration 106Q: 3 clusters Score -7478707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -7478711.000000 Penalty: 3632.371826
	Iteration 107Q: 3 clusters Score -7478711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -7478714.000000 Penalty: 3632.371826
	Iteration 108Q: 3 clusters Score -7478714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -7478711.500000 Penalty: 3632.371826
	Iteration 109Q: 3 clusters Score -7478712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -7478716.000000 Penalty: 3632.371826
	Iteration 110Q: 3 clusters Score -7478716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -7478714.000000 Penalty: 3632.371826
	Iteration 111Q: 3 clusters Score -7478714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -7478721.000000 Penalty: 3632.371826
	Iteration 112Q: 3 clusters Score -7478721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -7478726.000000 Penalty: 3632.371826
	Iteration 113Q: 3 clusters Score -7478726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -7478725.500000 Penalty: 3632.371826
	Iteration 114Q: 3 clusters Score -7478726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -7478729.000000 Penalty: 3632.371826
	Iteration 115Q: 3 clusters Score -7478729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -7478723.500000 Penalty: 3632.371826
	Iteration 116Q: 3 clusters Score -7478724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -7478718.500000 Penalty: 3632.371826
	Iteration 117Q: 3 clusters Score -7478718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -7478725.500000 Penalty: 3632.371826
	Iteration 118Q: 3 clusters Score -7478726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 70623 members 
Entering Unmasked Estep 
Score: -7478722.500000 Penalty: 3632.371826
	Iteration 119Q: 3 clusters Score -7478722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -7478728.000000 Penalty: 3632.371826
	Iteration 120F: 3 clusters Score -7478728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -7478728.500000 Penalty: 3632.371826
	Iteration 121Q: 3 clusters Score -7478728 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -7478728.500000 Penalty: 3632.371826
	Iteration 122F: 3 clusters Score -7478728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Entering Unmasked Estep 
Score: -3819101.000000 Penalty: 1709.104248
	Iteration 0F: 2 clusters Score -3819101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3794364 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3804094.750000 Penalty: 3418.208496
	Iteration 1F: 3 clusters Score -3804095 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3804731.500000 Penalty: 3418.208496
	Iteration 2Q: 3 clusters Score -3804732 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3805526.750000 Penalty: 3418.208496
	Iteration 3Q: 3 clusters Score -3805527 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3806621.000000 Penalty: 3418.208496
	Iteration 4F: 3 clusters Score -3806621 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3808048.500000 Penalty: 3418.208496
	Iteration 5F: 3 clusters Score -3808048 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3809755.500000 Penalty: 3418.208496
	Iteration 6F: 3 clusters Score -3809756 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3811364.750000 Penalty: 3418.208496
	Iteration 7F: 3 clusters Score -3811365 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3812683.750000 Penalty: 3418.208496
	Iteration 8F: 3 clusters Score -3812684 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3813556.000000 Penalty: 3418.208496
	Iteration 9Q: 3 clusters Score -3813556 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3814029.500000 Penalty: 3418.208496
	Iteration 10Q: 3 clusters Score -3814030 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3814291.500000 Penalty: 3418.208496
	Iteration 11Q: 3 clusters Score -3814292 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3814438.750000 Penalty: 3418.208496
	Iteration 12Q: 3 clusters Score -3814439 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3814569.500000 Penalty: 3418.208496
	Iteration 13Q: 3 clusters Score -3814570 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3814679.500000 Penalty: 3418.208496
	Iteration 14Q: 3 clusters Score -3814680 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3814783.000000 Penalty: 3418.208496
	Iteration 15Q: 3 clusters Score -3814783 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3814897.000000 Penalty: 3418.208496
	Iteration 16Q: 3 clusters Score -3814897 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3815005.750000 Penalty: 3418.208496
	Iteration 17Q: 3 clusters Score -3815006 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3815159.500000 Penalty: 3418.208496
	Iteration 18Q: 3 clusters Score -3815160 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3815265.250000 Penalty: 3418.208496
	Iteration 19Q: 3 clusters Score -3815265 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3815390.000000 Penalty: 3418.208496
	Iteration 20F: 3 clusters Score -3815390 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3815515.500000 Penalty: 3418.208496
	Iteration 21Q: 3 clusters Score -3815516 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3815616.750000 Penalty: 3418.208496
	Iteration 22Q: 3 clusters Score -3815617 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3815750.500000 Penalty: 3418.208496
	Iteration 23Q: 3 clusters Score -3815750 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3815899.500000 Penalty: 3418.208496
	Iteration 24Q: 3 clusters Score -3815900 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3816150.250000 Penalty: 3418.208496
	Iteration 25Q: 3 clusters Score -3816150 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3816478.750000 Penalty: 3418.208496
	Iteration 26Q: 3 clusters Score -3816479 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3816790.250000 Penalty: 3418.208496
	Iteration 27Q: 3 clusters Score -3816790 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3817096.750000 Penalty: 3418.208496
	Iteration 28Q: 3 clusters Score -3817097 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3817325.500000 Penalty: 3418.208496
	Iteration 29Q: 3 clusters Score -3817326 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3817492.500000 Penalty: 3418.208496
	Iteration 30Q: 3 clusters Score -3817492 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3817620.750000 Penalty: 3418.208496
	Iteration 31Q: 3 clusters Score -3817621 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3817721.000000 Penalty: 3418.208496
	Iteration 32Q: 3 clusters Score -3817721 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3817775.500000 Penalty: 3418.208496
	Iteration 33Q: 3 clusters Score -3817776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3817826.250000 Penalty: 3418.208496
	Iteration 34Q: 3 clusters Score -3817826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3817863.500000 Penalty: 3418.208496
	Iteration 35Q: 3 clusters Score -3817864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3817883.000000 Penalty: 3418.208496
	Iteration 36Q: 3 clusters Score -3817883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3817931.250000 Penalty: 3418.208496
	Iteration 37Q: 3 clusters Score -3817931 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -3817946.000000 Penalty: 3418.208496
	Iteration 38Q: 3 clusters Score -3817946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3817966.250000 Penalty: 3418.208496
	Iteration 39Q: 3 clusters Score -3817966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3817987.000000 Penalty: 3418.208496
	Iteration 40F: 3 clusters Score -3817987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3818000.500000 Penalty: 3418.208496
	Iteration 41Q: 3 clusters Score -3818000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3818019.750000 Penalty: 3418.208496
	Iteration 42Q: 3 clusters Score -3818020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -3818027.500000 Penalty: 3418.208496
	Iteration 43Q: 3 clusters Score -3818028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -3818047.750000 Penalty: 3418.208496
	Iteration 44Q: 3 clusters Score -3818048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3818059.750000 Penalty: 3418.208496
	Iteration 45Q: 3 clusters Score -3818060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -3818066.000000 Penalty: 3418.208496
	Iteration 46Q: 3 clusters Score -3818066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3818081.250000 Penalty: 3418.208496
	Iteration 47Q: 3 clusters Score -3818081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3818086.500000 Penalty: 3418.208496
	Iteration 48Q: 3 clusters Score -3818086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3818090.750000 Penalty: 3418.208496
	Iteration 49Q: 3 clusters Score -3818091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -3818108.750000 Penalty: 3418.208496
	Iteration 50Q: 3 clusters Score -3818109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3818113.500000 Penalty: 3418.208496
	Iteration 51Q: 3 clusters Score -3818114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3818121.500000 Penalty: 3418.208496
	Iteration 52Q: 3 clusters Score -3818122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -3818123.750000 Penalty: 3418.208496
	Iteration 53Q: 3 clusters Score -3818124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -3818131.250000 Penalty: 3418.208496
	Iteration 54Q: 3 clusters Score -3818131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -3818134.750000 Penalty: 3418.208496
	Iteration 55Q: 3 clusters Score -3818135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3818155.250000 Penalty: 3418.208496
	Iteration 56Q: 3 clusters Score -3818155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3818164.750000 Penalty: 3418.208496
	Iteration 57Q: 3 clusters Score -3818165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3818170.750000 Penalty: 3418.208496
	Iteration 58Q: 3 clusters Score -3818171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -3818169.500000 Penalty: 3418.208496
	Iteration 59Q: 3 clusters Score -3818170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3818164.750000 Penalty: 3418.208496
	Iteration 60F: 3 clusters Score -3818165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3818166.500000 Penalty: 3418.208496
	Iteration 61Q: 3 clusters Score -3818166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3818170.750000 Penalty: 3418.208496
	Iteration 62Q: 3 clusters Score -3818171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3818169.750000 Penalty: 3418.208496
	Iteration 63Q: 3 clusters Score -3818170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -3818165.500000 Penalty: 3418.208496
	Iteration 64Q: 3 clusters Score -3818166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3818171.500000 Penalty: 3418.208496
	Iteration 65Q: 3 clusters Score -3818172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3818180.250000 Penalty: 3418.208496
	Iteration 66Q: 3 clusters Score -3818180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -3818185.750000 Penalty: 3418.208496
	Iteration 67Q: 3 clusters Score -3818186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3818180.250000 Penalty: 3418.208496
	Iteration 68Q: 3 clusters Score -3818180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -3818179.250000 Penalty: 3418.208496
	Iteration 69Q: 3 clusters Score -3818179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -3818191.000000 Penalty: 3418.208496
	Iteration 70Q: 3 clusters Score -3818191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -3818190.500000 Penalty: 3418.208496
	Iteration 71Q: 3 clusters Score -3818190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -3818188.250000 Penalty: 3418.208496
	Iteration 72Q: 3 clusters Score -3818188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -3818189.250000 Penalty: 3418.208496
	Iteration 73Q: 3 clusters Score -3818189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3818193.500000 Penalty: 3418.208496
	Iteration 74Q: 3 clusters Score -3818194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -3818196.750000 Penalty: 3418.208496
	Iteration 75Q: 3 clusters Score -3818197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -3818202.000000 Penalty: 3418.208496
	Iteration 76Q: 3 clusters Score -3818202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3818198.000000 Penalty: 3418.208496
	Iteration 77Q: 3 clusters Score -3818198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -3818201.250000 Penalty: 3418.208496
	Iteration 78Q: 3 clusters Score -3818201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3818202.750000 Penalty: 3418.208496
	Iteration 79Q: 3 clusters Score -3818203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3818199.250000 Penalty: 3418.208496
	Iteration 80F: 3 clusters Score -3818199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3818197.000000 Penalty: 3418.208496
	Iteration 81Q: 3 clusters Score -3818197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3818197.250000 Penalty: 3418.208496
	Iteration 82Q: 3 clusters Score -3818197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3818198.250000 Penalty: 3418.208496
	Iteration 83Q: 3 clusters Score -3818198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -3818199.250000 Penalty: 3418.208496
	Iteration 84Q: 3 clusters Score -3818199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3818201.500000 Penalty: 3418.208496
	Iteration 85Q: 3 clusters Score -3818202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -3818203.250000 Penalty: 3418.208496
	Iteration 86Q: 3 clusters Score -3818203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -3818201.750000 Penalty: 3418.208496
	Iteration 87Q: 3 clusters Score -3818202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -3818202.750000 Penalty: 3418.208496
	Iteration 88Q: 3 clusters Score -3818203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -3818204.500000 Penalty: 3418.208496
	Iteration 89Q: 3 clusters Score -3818204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -3818205.750000 Penalty: 3418.208496
	Iteration 90Q: 3 clusters Score -3818206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -3818205.750000 Penalty: 3418.208496
	Iteration 91F: 3 clusters Score -3818206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -685042.687500 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -685042.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -679956.875000 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -679956.9 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -681568.437500 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -681568.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -681878.687500 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -681878.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -682178.375000 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -682178.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -682500.187500 Penalty: 2863.011230
	Iteration 4F: 3 clusters Score -682500.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -682886.625000 Penalty: 2863.011230
	Iteration 5F: 3 clusters Score -682886.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -683321.375000 Penalty: 2863.011230
	Iteration 6F: 3 clusters Score -683321.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -683605.812500 Penalty: 2863.011230
	Iteration 7F: 3 clusters Score -683605.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -683786.437500 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -683786.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -683902.687500 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -683902.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -683984.500000 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -683984.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -684041.187500 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -684041.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -684085.000000 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -684085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -684120.000000 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -684120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -684153.062500 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -684153.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -684195.875000 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -684195.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -684227.312500 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -684227.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -684256.750000 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -684256.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -684282.250000 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -684282.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -684300.937500 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -684300.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -684321.937500 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -684321.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -684343.875000 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -684343.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -684360.500000 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -684360.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -684379.437500 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -684379.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -684390.375000 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -684390.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -684403.000000 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -684403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -684411.187500 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -684411.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -684422.062500 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -684422.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -684432.000000 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -684432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -684438.875000 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -684438.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -684445.250000 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -684445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -684445.187500 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -684445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -684446.437500 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -684446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -684446.312500 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -684446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -684446.625000 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -684446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -684446.625000 Penalty: 2863.011230
	Iteration 35F: 3 clusters Score -684446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Entering Unmasked Estep 
Score: -9717173.000000 Penalty: 1859.662842
	Iteration 0F: 2 clusters Score -9717173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -9654733.000000 Penalty: 3719.325684
	Iteration 0F: 3 clusters Score -9654733 nChanged 44773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -9681114.000000 Penalty: 3719.325684
	Iteration 1F: 3 clusters Score -9681114 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -9682401.000000 Penalty: 3719.325684
	Iteration 2Q: 3 clusters Score -9682401 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -9684565.000000 Penalty: 3719.325684
	Iteration 3F: 3 clusters Score -9684565 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -9687970.000000 Penalty: 3719.325684
	Iteration 4F: 3 clusters Score -9687970 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -9693136.000000 Penalty: 3719.325684
	Iteration 5F: 3 clusters Score -9693136 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -9700154.000000 Penalty: 3719.325684
	Iteration 6F: 3 clusters Score -9700154 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -9706905.000000 Penalty: 3719.325684
	Iteration 7F: 3 clusters Score -9706905 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -9711522.000000 Penalty: 3719.325684
	Iteration 8F: 3 clusters Score -9711522 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -9713843.000000 Penalty: 3719.325684
	Iteration 9Q: 3 clusters Score -9713843 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -9714862.000000 Penalty: 3719.325684
	Iteration 10Q: 3 clusters Score -9714862 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -9715298.000000 Penalty: 3719.325684
	Iteration 11Q: 3 clusters Score -9715298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 92971 members 
Entering Unmasked Estep 
Score: -9715432.000000 Penalty: 3719.325684
	Iteration 12Q: 3 clusters Score -9715432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -9715507.000000 Penalty: 3719.325684
	Iteration 13Q: 3 clusters Score -9715507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -9715559.000000 Penalty: 3719.325684
	Iteration 14Q: 3 clusters Score -9715559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -9715574.000000 Penalty: 3719.325684
	Iteration 15Q: 3 clusters Score -9715574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -9715590.000000 Penalty: 3719.325684
	Iteration 16Q: 3 clusters Score -9715590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -9715603.000000 Penalty: 3719.325684
	Iteration 17Q: 3 clusters Score -9715603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -9715613.000000 Penalty: 3719.325684
	Iteration 18Q: 3 clusters Score -9715613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -9715608.000000 Penalty: 3719.325684
	Iteration 19Q: 3 clusters Score -9715608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -9715621.000000 Penalty: 3719.325684
	Iteration 20F: 3 clusters Score -9715621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -9715627.000000 Penalty: 3719.325684
	Iteration 21Q: 3 clusters Score -9715627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -9715638.000000 Penalty: 3719.325684
	Iteration 22Q: 3 clusters Score -9715638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -9715649.000000 Penalty: 3719.325684
	Iteration 23Q: 3 clusters Score -9715649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -9715652.000000 Penalty: 3719.325684
	Iteration 24Q: 3 clusters Score -9715652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -9715649.000000 Penalty: 3719.325684
	Iteration 25Q: 3 clusters Score -9715649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -9715655.000000 Penalty: 3719.325684
	Iteration 26Q: 3 clusters Score -9715655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -9715660.000000 Penalty: 3719.325684
	Iteration 27Q: 3 clusters Score -9715660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -9715660.000000 Penalty: 3719.325684
	Iteration 28Q: 3 clusters Score -9715660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -9715660.000000 Penalty: 3719.325684
	Iteration 29F: 3 clusters Score -9715660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Entering Unmasked Estep 
Score: -1562963.875000 Penalty: 1566.168213
	Iteration 0F: 2 clusters Score -1562964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1552464.500000 Penalty: 3132.336426
	Iteration 0F: 3 clusters Score -1552464 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1556191.125000 Penalty: 3132.336426
	Iteration 1F: 3 clusters Score -1556191 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1556642.750000 Penalty: 3132.336426
	Iteration 2F: 3 clusters Score -1556643 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1557189.000000 Penalty: 3132.336426
	Iteration 3F: 3 clusters Score -1557189 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1557832.500000 Penalty: 3132.336426
	Iteration 4F: 3 clusters Score -1557832 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1558591.250000 Penalty: 3132.336426
	Iteration 5F: 3 clusters Score -1558591 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1559357.125000 Penalty: 3132.336426
	Iteration 6F: 3 clusters Score -1559357 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1559989.625000 Penalty: 3132.336426
	Iteration 7F: 3 clusters Score -1559990 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1560407.875000 Penalty: 3132.336426
	Iteration 8Q: 3 clusters Score -1560408 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1560655.875000 Penalty: 3132.336426
	Iteration 9Q: 3 clusters Score -1560656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1560792.875000 Penalty: 3132.336426
	Iteration 10Q: 3 clusters Score -1560793 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1560884.750000 Penalty: 3132.336426
	Iteration 11Q: 3 clusters Score -1560885 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1560955.625000 Penalty: 3132.336426
	Iteration 12Q: 3 clusters Score -1560956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1561020.375000 Penalty: 3132.336426
	Iteration 13Q: 3 clusters Score -1561020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1561072.875000 Penalty: 3132.336426
	Iteration 14Q: 3 clusters Score -1561073 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1561098.375000 Penalty: 3132.336426
	Iteration 15Q: 3 clusters Score -1561098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1561138.750000 Penalty: 3132.336426
	Iteration 16Q: 3 clusters Score -1561139 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1561170.500000 Penalty: 3132.336426
	Iteration 17Q: 3 clusters Score -1561170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1561200.125000 Penalty: 3132.336426
	Iteration 18Q: 3 clusters Score -1561200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1561227.750000 Penalty: 3132.336426
	Iteration 19Q: 3 clusters Score -1561228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1561246.500000 Penalty: 3132.336426
	Iteration 20F: 3 clusters Score -1561246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1561271.625000 Penalty: 3132.336426
	Iteration 21Q: 3 clusters Score -1561272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1561299.375000 Penalty: 3132.336426
	Iteration 22Q: 3 clusters Score -1561299 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1561324.000000 Penalty: 3132.336426
	Iteration 23Q: 3 clusters Score -1561324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1561340.750000 Penalty: 3132.336426
	Iteration 24Q: 3 clusters Score -1561341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1561358.875000 Penalty: 3132.336426
	Iteration 25Q: 3 clusters Score -1561359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1561372.250000 Penalty: 3132.336426
	Iteration 26Q: 3 clusters Score -1561372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1561388.250000 Penalty: 3132.336426
	Iteration 27Q: 3 clusters Score -1561388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1561399.250000 Penalty: 3132.336426
	Iteration 28Q: 3 clusters Score -1561399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1561416.500000 Penalty: 3132.336426
	Iteration 29Q: 3 clusters Score -1561416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1561426.125000 Penalty: 3132.336426
	Iteration 30Q: 3 clusters Score -1561426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1561439.000000 Penalty: 3132.336426
	Iteration 31Q: 3 clusters Score -1561439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1561449.250000 Penalty: 3132.336426
	Iteration 32Q: 3 clusters Score -1561449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1561458.250000 Penalty: 3132.336426
	Iteration 33Q: 3 clusters Score -1561458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1561481.875000 Penalty: 3132.336426
	Iteration 34Q: 3 clusters Score -1561482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1561490.000000 Penalty: 3132.336426
	Iteration 35Q: 3 clusters Score -1561490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1561512.625000 Penalty: 3132.336426
	Iteration 36Q: 3 clusters Score -1561513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1561534.375000 Penalty: 3132.336426
	Iteration 37Q: 3 clusters Score -1561534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1561554.625000 Penalty: 3132.336426
	Iteration 38Q: 3 clusters Score -1561555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1561573.000000 Penalty: 3132.336426
	Iteration 39Q: 3 clusters Score -1561573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1561586.000000 Penalty: 3132.336426
	Iteration 40F: 3 clusters Score -1561586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1561599.750000 Penalty: 3132.336426
	Iteration 41Q: 3 clusters Score -1561600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1561608.250000 Penalty: 3132.336426
	Iteration 42Q: 3 clusters Score -1561608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1561614.125000 Penalty: 3132.336426
	Iteration 43Q: 3 clusters Score -1561614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1561621.625000 Penalty: 3132.336426
	Iteration 44Q: 3 clusters Score -1561622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1561623.625000 Penalty: 3132.336426
	Iteration 45Q: 3 clusters Score -1561624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1561627.000000 Penalty: 3132.336426
	Iteration 46Q: 3 clusters Score -1561627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1561630.750000 Penalty: 3132.336426
	Iteration 47Q: 3 clusters Score -1561631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1561633.875000 Penalty: 3132.336426
	Iteration 48Q: 3 clusters Score -1561634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1561637.875000 Penalty: 3132.336426
	Iteration 49Q: 3 clusters Score -1561638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1561638.375000 Penalty: 3132.336426
	Iteration 50Q: 3 clusters Score -1561638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1561641.000000 Penalty: 3132.336426
	Iteration 51Q: 3 clusters Score -1561641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1561642.250000 Penalty: 3132.336426
	Iteration 52Q: 3 clusters Score -1561642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1561643.375000 Penalty: 3132.336426
	Iteration 53Q: 3 clusters Score -1561643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1561645.500000 Penalty: 3132.336426
	Iteration 54Q: 3 clusters Score -1561646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1561644.625000 Penalty: 3132.336426
	Iteration 55Q: 3 clusters Score -1561645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1561644.625000 Penalty: 3132.336426
	Iteration 56F: 3 clusters Score -1561645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Entering Unmasked Estep 
Score: -8610039.000000 Penalty: 1838.970215
	Iteration 0F: 2 clusters Score -8610039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -8555239.000000 Penalty: 3677.940430
	Iteration 0F: 3 clusters Score -8555239 nChanged 39077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -8577999.000000 Penalty: 3677.940430
	Iteration 1F: 3 clusters Score -8577999 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8578772.000000 Penalty: 3677.940430
	Iteration 2Q: 3 clusters Score -8578772 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -8579785.000000 Penalty: 3677.940430
	Iteration 3Q: 3 clusters Score -8579785 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -8581100.000000 Penalty: 3677.940430
	Iteration 4Q: 3 clusters Score -8581100 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -8582792.000000 Penalty: 3677.940430
	Iteration 5Q: 3 clusters Score -8582792 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -8585271.000000 Penalty: 3677.940430
	Iteration 6F: 3 clusters Score -8585271 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -8588862.000000 Penalty: 3677.940430
	Iteration 7F: 3 clusters Score -8588862 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -8593455.000000 Penalty: 3677.940430
	Iteration 8F: 3 clusters Score -8593455 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -8597808.000000 Penalty: 3677.940430
	Iteration 9F: 3 clusters Score -8597808 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -8600716.000000 Penalty: 3677.940430
	Iteration 10Q: 3 clusters Score -8600716 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -8602281.000000 Penalty: 3677.940430
	Iteration 11Q: 3 clusters Score -8602281 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -8603233.000000 Penalty: 3677.940430
	Iteration 12Q: 3 clusters Score -8603233 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -8604066.000000 Penalty: 3677.940430
	Iteration 13Q: 3 clusters Score -8604066 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -8604682.000000 Penalty: 3677.940430
	Iteration 14Q: 3 clusters Score -8604682 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -8605259.000000 Penalty: 3677.940430
	Iteration 15Q: 3 clusters Score -8605259 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8605728.000000 Penalty: 3677.940430
	Iteration 16Q: 3 clusters Score -8605728 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8606129.000000 Penalty: 3677.940430
	Iteration 17Q: 3 clusters Score -8606129 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -8606455.000000 Penalty: 3677.940430
	Iteration 18Q: 3 clusters Score -8606455 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8606698.000000 Penalty: 3677.940430
	Iteration 19Q: 3 clusters Score -8606698 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -8607001.000000 Penalty: 3677.940430
	Iteration 20F: 3 clusters Score -8607001 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8607249.000000 Penalty: 3677.940430
	Iteration 21Q: 3 clusters Score -8607249 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8607499.000000 Penalty: 3677.940430
	Iteration 22Q: 3 clusters Score -8607499 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8607726.000000 Penalty: 3677.940430
	Iteration 23Q: 3 clusters Score -8607726 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8607895.000000 Penalty: 3677.940430
	Iteration 24Q: 3 clusters Score -8607895 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8608019.000000 Penalty: 3677.940430
	Iteration 25Q: 3 clusters Score -8608019 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8608128.000000 Penalty: 3677.940430
	Iteration 26Q: 3 clusters Score -8608128 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8608210.000000 Penalty: 3677.940430
	Iteration 27Q: 3 clusters Score -8608210 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8608338.000000 Penalty: 3677.940430
	Iteration 28Q: 3 clusters Score -8608338 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8608401.000000 Penalty: 3677.940430
	Iteration 29Q: 3 clusters Score -8608401 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79213 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8608485.000000 Penalty: 3677.940430
	Iteration 30Q: 3 clusters Score -8608485 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8608536.000000 Penalty: 3677.940430
	Iteration 31Q: 3 clusters Score -8608536 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8608596.000000 Penalty: 3677.940430
	Iteration 32Q: 3 clusters Score -8608596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8608626.000000 Penalty: 3677.940430
	Iteration 33Q: 3 clusters Score -8608626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8608667.000000 Penalty: 3677.940430
	Iteration 34Q: 3 clusters Score -8608667 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8608694.000000 Penalty: 3677.940430
	Iteration 35Q: 3 clusters Score -8608694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8608739.000000 Penalty: 3677.940430
	Iteration 36Q: 3 clusters Score -8608739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8608780.000000 Penalty: 3677.940430
	Iteration 37Q: 3 clusters Score -8608780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8608791.000000 Penalty: 3677.940430
	Iteration 38Q: 3 clusters Score -8608791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8608797.000000 Penalty: 3677.940430
	Iteration 39Q: 3 clusters Score -8608797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8608822.000000 Penalty: 3677.940430
	Iteration 40F: 3 clusters Score -8608822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8608829.000000 Penalty: 3677.940430
	Iteration 41Q: 3 clusters Score -8608829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8608831.000000 Penalty: 3677.940430
	Iteration 42Q: 3 clusters Score -8608831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8608844.000000 Penalty: 3677.940430
	Iteration 43Q: 3 clusters Score -8608844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8608857.000000 Penalty: 3677.940430
	Iteration 44Q: 3 clusters Score -8608857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8608875.000000 Penalty: 3677.940430
	Iteration 45Q: 3 clusters Score -8608875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8608899.000000 Penalty: 3677.940430
	Iteration 46Q: 3 clusters Score -8608899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8608916.000000 Penalty: 3677.940430
	Iteration 47Q: 3 clusters Score -8608916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8608939.000000 Penalty: 3677.940430
	Iteration 48Q: 3 clusters Score -8608939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8608954.000000 Penalty: 3677.940430
	Iteration 49Q: 3 clusters Score -8608954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8608963.000000 Penalty: 3677.940430
	Iteration 50Q: 3 clusters Score -8608963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8608987.000000 Penalty: 3677.940430
	Iteration 51Q: 3 clusters Score -8608987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8608999.000000 Penalty: 3677.940430
	Iteration 52Q: 3 clusters Score -8608999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8609016.000000 Penalty: 3677.940430
	Iteration 53Q: 3 clusters Score -8609016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8609039.000000 Penalty: 3677.940430
	Iteration 54Q: 3 clusters Score -8609039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8609055.000000 Penalty: 3677.940430
	Iteration 55Q: 3 clusters Score -8609055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8609078.000000 Penalty: 3677.940430
	Iteration 56Q: 3 clusters Score -8609078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8609086.000000 Penalty: 3677.940430
	Iteration 57Q: 3 clusters Score -8609086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8609091.000000 Penalty: 3677.940430
	Iteration 58Q: 3 clusters Score -8609091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8609115.000000 Penalty: 3677.940430
	Iteration 59Q: 3 clusters Score -8609115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8609115.000000 Penalty: 3677.940430
	Iteration 60F: 3 clusters Score -8609115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8609121.000000 Penalty: 3677.940430
	Iteration 61Q: 3 clusters Score -8609121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8609118.000000 Penalty: 3677.940430
	Iteration 62Q: 3 clusters Score -8609118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8609124.000000 Penalty: 3677.940430
	Iteration 63Q: 3 clusters Score -8609124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8609124.000000 Penalty: 3677.940430
	Iteration 64Q: 3 clusters Score -8609124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8609128.000000 Penalty: 3677.940430
	Iteration 65Q: 3 clusters Score -8609128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8609135.000000 Penalty: 3677.940430
	Iteration 66Q: 3 clusters Score -8609135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8609133.000000 Penalty: 3677.940430
	Iteration 67Q: 3 clusters Score -8609133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8609136.000000 Penalty: 3677.940430
	Iteration 68Q: 3 clusters Score -8609136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8609136.000000 Penalty: 3677.940430
	Iteration 69Q: 3 clusters Score -8609136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8609136.000000 Penalty: 3677.940430
	Iteration 70Q: 3 clusters Score -8609136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8609135.000000 Penalty: 3677.940430
	Iteration 71Q: 3 clusters Score -8609135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8609135.000000 Penalty: 3677.940430
	Iteration 72F: 3 clusters Score -8609135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -144654.640625 Penalty: 1218.206055
	Iteration 0F: 2 clusters Score -144654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -142793.718750 Penalty: 2436.412109
	Iteration 0F: 3 clusters Score -142793.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -143925.421875 Penalty: 2436.412109
	Iteration 1F: 3 clusters Score -143925.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -144418.000000 Penalty: 2436.412109
	Iteration 2F: 3 clusters Score -144418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -144661.187500 Penalty: 2436.412109
	Iteration 3F: 3 clusters Score -144661.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144745.796875 Penalty: 2436.412109
	Iteration 4Q: 3 clusters Score -144745.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144797.421875 Penalty: 2436.412109
	Iteration 5Q: 3 clusters Score -144797.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144831.484375 Penalty: 2436.412109
	Iteration 6Q: 3 clusters Score -144831.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144851.812500 Penalty: 2436.412109
	Iteration 7Q: 3 clusters Score -144851.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144873.625000 Penalty: 2436.412109
	Iteration 8Q: 3 clusters Score -144873.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144889.171875 Penalty: 2436.412109
	Iteration 9Q: 3 clusters Score -144889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144901.406250 Penalty: 2436.412109
	Iteration 10Q: 3 clusters Score -144901.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144914.796875 Penalty: 2436.412109
	Iteration 11Q: 3 clusters Score -144914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -144924.296875 Penalty: 2436.412109
	Iteration 12Q: 3 clusters Score -144924.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144933.406250 Penalty: 2436.412109
	Iteration 13Q: 3 clusters Score -144933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144938.078125 Penalty: 2436.412109
	Iteration 14Q: 3 clusters Score -144938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144942.656250 Penalty: 2436.412109
	Iteration 15Q: 3 clusters Score -144942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144948.546875 Penalty: 2436.412109
	Iteration 16Q: 3 clusters Score -144948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144955.375000 Penalty: 2436.412109
	Iteration 17Q: 3 clusters Score -144955.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144965.734375 Penalty: 2436.412109
	Iteration 18Q: 3 clusters Score -144965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144972.156250 Penalty: 2436.412109
	Iteration 19Q: 3 clusters Score -144972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144973.578125 Penalty: 2436.412109
	Iteration 20F: 3 clusters Score -144973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144976.062500 Penalty: 2436.412109
	Iteration 21Q: 3 clusters Score -144976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144976.500000 Penalty: 2436.412109
	Iteration 22Q: 3 clusters Score -144976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144976.500000 Penalty: 2436.412109
	Iteration 23F: 3 clusters Score -144976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1133 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 669 members 
Entering Unmasked Estep 
Score: -154066032.000000 Penalty: 104160.664062
Splitting cluster 12 changes total score from -154066576.000000 to -154066032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (120084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Entering Unmasked Estep 
Score: -12537680.000000 Penalty: 1900.591309
	Iteration 0F: 2 clusters Score -1.253768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -12457504.000000 Penalty: 3801.182617
	Iteration 0F: 3 clusters Score -1.24575e+07 nChanged 57844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -12492873.000000 Penalty: 3801.182617
	Iteration 1F: 3 clusters Score -1.249287e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -12495438.000000 Penalty: 3801.182617
	Iteration 2F: 3 clusters Score -1.249544e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -12499521.000000 Penalty: 3801.182617
	Iteration 3F: 3 clusters Score -1.249952e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -12504697.000000 Penalty: 3801.182617
	Iteration 4F: 3 clusters Score -1.25047e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -12510410.000000 Penalty: 3801.182617
	Iteration 5F: 3 clusters Score -1.251041e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -12515774.000000 Penalty: 3801.182617
	Iteration 6F: 3 clusters Score -1.251577e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -12520546.000000 Penalty: 3801.182617
	Iteration 7F: 3 clusters Score -1.252055e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -12524950.000000 Penalty: 3801.182617
	Iteration 8F: 3 clusters Score -1.252495e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -12528619.000000 Penalty: 3801.182617
	Iteration 9Q: 3 clusters Score -1.252862e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -12531393.000000 Penalty: 3801.182617
	Iteration 10Q: 3 clusters Score -1.253139e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -12533334.000000 Penalty: 3801.182617
	Iteration 11Q: 3 clusters Score -1.253333e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -12534538.000000 Penalty: 3801.182617
	Iteration 12Q: 3 clusters Score -1.253454e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -12535142.000000 Penalty: 3801.182617
	Iteration 13Q: 3 clusters Score -1.253514e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12535491.000000 Penalty: 3801.182617
	Iteration 14Q: 3 clusters Score -1.253549e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12535718.000000 Penalty: 3801.182617
	Iteration 15Q: 3 clusters Score -1.253572e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12535799.000000 Penalty: 3801.182617
	Iteration 16Q: 3 clusters Score -1.25358e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12535863.000000 Penalty: 3801.182617
	Iteration 17Q: 3 clusters Score -1.253586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12535924.000000 Penalty: 3801.182617
	Iteration 18Q: 3 clusters Score -1.253592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12535935.000000 Penalty: 3801.182617
	Iteration 19Q: 3 clusters Score -1.253594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119668 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12535954.000000 Penalty: 3801.182617
	Iteration 20F: 3 clusters Score -1.253595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12535970.000000 Penalty: 3801.182617
	Iteration 21Q: 3 clusters Score -1.253597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119703 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12535970.000000 Penalty: 3801.182617
	Iteration 22Q: 3 clusters Score -1.253597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12535979.000000 Penalty: 3801.182617
	Iteration 23Q: 3 clusters Score -1.253598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119714 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12535982.000000 Penalty: 3801.182617
	Iteration 24Q: 3 clusters Score -1.253598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12535996.000000 Penalty: 3801.182617
	Iteration 25Q: 3 clusters Score -1.2536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12535999.000000 Penalty: 3801.182617
	Iteration 26Q: 3 clusters Score -1.2536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12536004.000000 Penalty: 3801.182617
	Iteration 27Q: 3 clusters Score -1.2536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12536006.000000 Penalty: 3801.182617
	Iteration 28Q: 3 clusters Score -1.253601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12536006.000000 Penalty: 3801.182617
	Iteration 29F: 3 clusters Score -1.253601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Entering Unmasked Estep 
Score: -7316270.500000 Penalty: 1810.989990
	Iteration 0F: 2 clusters Score -7316270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -7270272.500000 Penalty: 3621.979980
	Iteration 0F: 3 clusters Score -7270272 nChanged 32764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7289507.500000 Penalty: 3621.979980
	Iteration 1F: 3 clusters Score -7289508 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -7291007.000000 Penalty: 3621.979980
	Iteration 2Q: 3 clusters Score -7291007 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -7293320.500000 Penalty: 3621.979980
	Iteration 3F: 3 clusters Score -7293320 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -7296785.000000 Penalty: 3621.979980
	Iteration 4F: 3 clusters Score -7296785 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -7301774.000000 Penalty: 3621.979980
	Iteration 5F: 3 clusters Score -7301774 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -7306919.500000 Penalty: 3621.979980
	Iteration 6F: 3 clusters Score -7306920 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -7310735.500000 Penalty: 3621.979980
	Iteration 7F: 3 clusters Score -7310736 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -7312899.000000 Penalty: 3621.979980
	Iteration 8Q: 3 clusters Score -7312899 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -7313884.500000 Penalty: 3621.979980
	Iteration 9Q: 3 clusters Score -7313884 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -7314384.000000 Penalty: 3621.979980
	Iteration 10Q: 3 clusters Score -7314384 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -7314625.000000 Penalty: 3621.979980
	Iteration 11Q: 3 clusters Score -7314625 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -7314751.000000 Penalty: 3621.979980
	Iteration 12Q: 3 clusters Score -7314751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -7314813.000000 Penalty: 3621.979980
	Iteration 13Q: 3 clusters Score -7314813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -7314843.500000 Penalty: 3621.979980
	Iteration 14Q: 3 clusters Score -7314844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -7314868.500000 Penalty: 3621.979980
	Iteration 15Q: 3 clusters Score -7314868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -7314880.000000 Penalty: 3621.979980
	Iteration 16Q: 3 clusters Score -7314880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -7314884.000000 Penalty: 3621.979980
	Iteration 17Q: 3 clusters Score -7314884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -7314886.500000 Penalty: 3621.979980
	Iteration 18Q: 3 clusters Score -7314886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -7314894.500000 Penalty: 3621.979980
	Iteration 19Q: 3 clusters Score -7314894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -7314897.500000 Penalty: 3621.979980
	Iteration 20F: 3 clusters Score -7314898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -7314895.500000 Penalty: 3621.979980
	Iteration 21Q: 3 clusters Score -7314896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -7314894.500000 Penalty: 3621.979980
	Iteration 22Q: 3 clusters Score -7314894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -7314894.500000 Penalty: 3621.979980
	Iteration 23F: 3 clusters Score -7314894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180553 members 
Entering Unmasked Estep 
Score: -18823874.000000 Penalty: 1966.864258
	Iteration 0F: 2 clusters Score -1.882387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -18708886.000000 Penalty: 3933.728516
	Iteration 0F: 3 clusters Score -1.870889e+07 nChanged 87277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -18760458.000000 Penalty: 3933.728516
	Iteration 1F: 3 clusters Score -1.876046e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -18761858.000000 Penalty: 3933.728516
	Iteration 2Q: 3 clusters Score -1.876186e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -18763262.000000 Penalty: 3933.728516
	Iteration 3Q: 3 clusters Score -1.876326e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 104543 members 
Entering Unmasked Estep 
Score: -18765312.000000 Penalty: 3933.728516
	Iteration 4Q: 3 clusters Score -1.876531e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -18769388.000000 Penalty: 3933.728516
	Iteration 5Q: 3 clusters Score -1.876939e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 122767 members 
Entering Unmasked Estep 
Score: -18776534.000000 Penalty: 3933.728516
	Iteration 6F: 3 clusters Score -1.877653e+07 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -18787716.000000 Penalty: 3933.728516
	Iteration 7F: 3 clusters Score -1.878772e+07 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -18801058.000000 Penalty: 3933.728516
	Iteration 8F: 3 clusters Score -1.880106e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -18811000.000000 Penalty: 3933.728516
	Iteration 9F: 3 clusters Score -1.8811e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -18816822.000000 Penalty: 3933.728516
	Iteration 10Q: 3 clusters Score -1.881682e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -18819550.000000 Penalty: 3933.728516
	Iteration 11Q: 3 clusters Score -1.881955e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 176497 members 
Entering Unmasked Estep 
Score: -18820900.000000 Penalty: 3933.728516
	Iteration 12Q: 3 clusters Score -1.88209e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 177392 members 
Entering Unmasked Estep 
Score: -18821464.000000 Penalty: 3933.728516
	Iteration 13Q: 3 clusters Score -1.882146e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 177911 members 
Entering Unmasked Estep 
Score: -18821742.000000 Penalty: 3933.728516
	Iteration 14Q: 3 clusters Score -1.882174e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -18821894.000000 Penalty: 3933.728516
	Iteration 15Q: 3 clusters Score -1.882189e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 178504 members 
Entering Unmasked Estep 
Score: -18821994.000000 Penalty: 3933.728516
	Iteration 16Q: 3 clusters Score -1.882199e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 178668 members 
Entering Unmasked Estep 
Score: -18822070.000000 Penalty: 3933.728516
	Iteration 17Q: 3 clusters Score -1.882207e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 178770 members 
Entering Unmasked Estep 
Score: -18822144.000000 Penalty: 3933.728516
	Iteration 18Q: 3 clusters Score -1.882214e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -18822200.000000 Penalty: 3933.728516
	Iteration 19Q: 3 clusters Score -1.88222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 178926 members 
Entering Unmasked Estep 
Score: -18822230.000000 Penalty: 3933.728516
	Iteration 20F: 3 clusters Score -1.882223e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 178986 members 
Entering Unmasked Estep 
Score: -18822244.000000 Penalty: 3933.728516
	Iteration 21Q: 3 clusters Score -1.882224e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -18822262.000000 Penalty: 3933.728516
	Iteration 22Q: 3 clusters Score -1.882226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -18822290.000000 Penalty: 3933.728516
	Iteration 23Q: 3 clusters Score -1.882229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -18822288.000000 Penalty: 3933.728516
	Iteration 24Q: 3 clusters Score -1.882229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -18822326.000000 Penalty: 3933.728516
	Iteration 25Q: 3 clusters Score -1.882233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 179152 members 
Entering Unmasked Estep 
Score: -18822310.000000 Penalty: 3933.728516
	Iteration 26Q: 3 clusters Score -1.882231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 179172 members 
Entering Unmasked Estep 
Score: -18822316.000000 Penalty: 3933.728516
	Iteration 27Q: 3 clusters Score -1.882232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 179195 members 
Entering Unmasked Estep 
Score: -18822338.000000 Penalty: 3933.728516
	Iteration 28Q: 3 clusters Score -1.882234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 179209 members 
Entering Unmasked Estep 
Score: -18822358.000000 Penalty: 3933.728516
	Iteration 29Q: 3 clusters Score -1.882236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 179219 members 
Entering Unmasked Estep 
Score: -18822346.000000 Penalty: 3933.728516
	Iteration 30Q: 3 clusters Score -1.882235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 179225 members 
Entering Unmasked Estep 
Score: -18822344.000000 Penalty: 3933.728516
	Iteration 31Q: 3 clusters Score -1.882234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 179230 members 
Entering Unmasked Estep 
Score: -18822346.000000 Penalty: 3933.728516
	Iteration 32Q: 3 clusters Score -1.882235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -18822358.000000 Penalty: 3933.728516
	Iteration 33Q: 3 clusters Score -1.882236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 179236 members 
Entering Unmasked Estep 
Score: -18822358.000000 Penalty: 3933.728516
	Iteration 34Q: 3 clusters Score -1.882236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -18822342.000000 Penalty: 3933.728516
	Iteration 35Q: 3 clusters Score -1.882234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 179240 members 
Entering Unmasked Estep 
Score: -18822344.000000 Penalty: 3933.728516
	Iteration 36Q: 3 clusters Score -1.882234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -18822344.000000 Penalty: 3933.728516
	Iteration 37Q: 3 clusters Score -1.882234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 179241 members 
Entering Unmasked Estep 
Score: -18822344.000000 Penalty: 3933.728516
	Iteration 38F: 3 clusters Score -1.882234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Entering Unmasked Estep 
Score: -10171627.000000 Penalty: 1865.989502
	Iteration 0F: 2 clusters Score -1.017163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -10106991.000000 Penalty: 3731.979004
	Iteration 0F: 3 clusters Score -1.010699e+07 nChanged 46398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -10134770.000000 Penalty: 3731.979004
	Iteration 1F: 3 clusters Score -1.013477e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -10136212.000000 Penalty: 3731.979004
	Iteration 2Q: 3 clusters Score -1.013621e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -10138129.000000 Penalty: 3731.979004
	Iteration 3Q: 3 clusters Score -1.013813e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -10140966.000000 Penalty: 3731.979004
	Iteration 4F: 3 clusters Score -1.014097e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -10144390.000000 Penalty: 3731.979004
	Iteration 5F: 3 clusters Score -1.014439e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -10148628.000000 Penalty: 3731.979004
	Iteration 6F: 3 clusters Score -1.014863e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -10153145.000000 Penalty: 3731.979004
	Iteration 7F: 3 clusters Score -1.015314e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -10157248.000000 Penalty: 3731.979004
	Iteration 8F: 3 clusters Score -1.015725e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -10160988.000000 Penalty: 3731.979004
	Iteration 9Q: 3 clusters Score -1.016099e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -10164072.000000 Penalty: 3731.979004
	Iteration 10Q: 3 clusters Score -1.016407e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -10166654.000000 Penalty: 3731.979004
	Iteration 11Q: 3 clusters Score -1.016665e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 94458 members 
Entering Unmasked Estep 
Score: -10168310.000000 Penalty: 3731.979004
	Iteration 12Q: 3 clusters Score -1.016831e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -10169150.000000 Penalty: 3731.979004
	Iteration 13Q: 3 clusters Score -1.016915e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -10169538.000000 Penalty: 3731.979004
	Iteration 14Q: 3 clusters Score -1.016954e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -10169741.000000 Penalty: 3731.979004
	Iteration 15Q: 3 clusters Score -1.016974e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -10169853.000000 Penalty: 3731.979004
	Iteration 16Q: 3 clusters Score -1.016985e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -10169912.000000 Penalty: 3731.979004
	Iteration 17Q: 3 clusters Score -1.016991e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -10169953.000000 Penalty: 3731.979004
	Iteration 18Q: 3 clusters Score -1.016995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -10169985.000000 Penalty: 3731.979004
	Iteration 19Q: 3 clusters Score -1.016998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -10170016.000000 Penalty: 3731.979004
	Iteration 20F: 3 clusters Score -1.017002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -10170024.000000 Penalty: 3731.979004
	Iteration 21Q: 3 clusters Score -1.017002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -10170033.000000 Penalty: 3731.979004
	Iteration 22Q: 3 clusters Score -1.017003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -10170029.000000 Penalty: 3731.979004
	Iteration 23Q: 3 clusters Score -1.017003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -10170033.000000 Penalty: 3731.979004
	Iteration 24Q: 3 clusters Score -1.017003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -10170032.000000 Penalty: 3731.979004
	Iteration 25Q: 3 clusters Score -1.017003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -10170033.000000 Penalty: 3731.979004
	Iteration 26Q: 3 clusters Score -1.017003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -10170037.000000 Penalty: 3731.979004
	Iteration 27Q: 3 clusters Score -1.017004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -10170039.000000 Penalty: 3731.979004
	Iteration 28Q: 3 clusters Score -1.017004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -10170036.000000 Penalty: 3731.979004
	Iteration 29Q: 3 clusters Score -1.017004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -10170041.000000 Penalty: 3731.979004
	Iteration 30Q: 3 clusters Score -1.017004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -10170043.000000 Penalty: 3731.979004
	Iteration 31Q: 3 clusters Score -1.017004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -10170037.000000 Penalty: 3731.979004
	Iteration 32Q: 3 clusters Score -1.017004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -10170040.000000 Penalty: 3731.979004
	Iteration 33Q: 3 clusters Score -1.017004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -10170043.000000 Penalty: 3731.979004
	Iteration 34Q: 3 clusters Score -1.017004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -10170043.000000 Penalty: 3731.979004
	Iteration 35F: 3 clusters Score -1.017004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Entering Unmasked Estep 
Score: -9836277.000000 Penalty: 1859.640259
	Iteration 0F: 2 clusters Score -9836277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -9774288.000000 Penalty: 3719.280518
	Iteration 0F: 3 clusters Score -9774288 nChanged 44517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -9800167.000000 Penalty: 3719.280518
	Iteration 1F: 3 clusters Score -9800167 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9801094.000000 Penalty: 3719.280518
	Iteration 2Q: 3 clusters Score -9801094 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9802478 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9804258 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9807013 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9810833 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -9815175.000000 Penalty: 3719.280518
	Iteration 7F: 3 clusters Score -9815175 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9819529 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -9823404.000000 Penalty: 3719.280518
	Iteration 9F: 3 clusters Score -9823404 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9826229.000000 Penalty: 3719.280518
	Iteration 10F: 3 clusters Score -9826229 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9827963.000000 Penalty: 3719.280518
	Iteration 11Q: 3 clusters Score -9827963 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -9829160.000000 Penalty: 3719.280518
	Iteration 12Q: 3 clusters Score -9829160 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9830040.000000 Penalty: 3719.280518
	Iteration 13Q: 3 clusters Score -9830040 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -9830693.000000 Penalty: 3719.280518
	Iteration 14Q: 3 clusters Score -9830693 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -9831273.000000 Penalty: 3719.280518
	Iteration 15Q: 3 clusters Score -9831273 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -9831668.000000 Penalty: 3719.280518
	Iteration 16Q: 3 clusters Score -9831668 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -9831941.000000 Penalty: 3719.280518
	Iteration 17Q: 3 clusters Score -9831941 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -9832131.000000 Penalty: 3719.280518
	Iteration 18Q: 3 clusters Score -9832131 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -9832292.000000 Penalty: 3719.280518
	Iteration 19Q: 3 clusters Score -9832292 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -9832412.000000 Penalty: 3719.280518
	Iteration 20F: 3 clusters Score -9832412 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -9832452.000000 Penalty: 3719.280518
	Iteration 21Q: 3 clusters Score -9832452 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -9832503.000000 Penalty: 3719.280518
	Iteration 22Q: 3 clusters Score -9832503 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -9832538.000000 Penalty: 3719.280518
	Iteration 23Q: 3 clusters Score -9832538 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -9832564.000000 Penalty: 3719.280518
	Iteration 24Q: 3 clusters Score -9832564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -9832606.000000 Penalty: 3719.280518
	Iteration 25Q: 3 clusters Score -9832606 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -9832665.000000 Penalty: 3719.280518
	Iteration 26Q: 3 clusters Score -9832665 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -9832693.000000 Penalty: 3719.280518
	Iteration 27Q: 3 clusters Score -9832693 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -9832698.000000 Penalty: 3719.280518
	Iteration 28Q: 3 clusters Score -9832698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9832704.000000 Penalty: 3719.280518
	Iteration 29Q: 3 clusters Score -9832704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -9832713.000000 Penalty: 3719.280518
	Iteration 30Q: 3 clusters Score -9832713 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -9832751.000000 Penalty: 3719.280518
	Iteration 31Q: 3 clusters Score -9832751 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -9832769.000000 Penalty: 3719.280518
	Iteration 32Q: 3 clusters Score -9832769 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -9832778.000000 Penalty: 3719.280518
	Iteration 33Q: 3 clusters Score -9832778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -9832820.000000 Penalty: 3719.280518
	Iteration 34Q: 3 clusters Score -9832820 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -9832854.000000 Penalty: 3719.280518
	Iteration 35Q: 3 clusters Score -9832854 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -9832909.000000 Penalty: 3719.280518
	Iteration 36Q: 3 clusters Score -9832909 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -9832954.000000 Penalty: 3719.280518
	Iteration 37Q: 3 clusters Score -9832954 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -9832964.000000 Penalty: 3719.280518
	Iteration 38Q: 3 clusters Score -9832964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -9832978.000000 Penalty: 3719.280518
	Iteration 39Q: 3 clusters Score -9832978 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -9833074.000000 Penalty: 3719.280518
	Iteration 40F: 3 clusters Score -9833074 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -9833093.000000 Penalty: 3719.280518
	Iteration 41Q: 3 clusters Score -9833093 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -9833113.000000 Penalty: 3719.280518
	Iteration 42Q: 3 clusters Score -9833113 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -9833182.000000 Penalty: 3719.280518
	Iteration 43Q: 3 clusters Score -9833182 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -9833253.000000 Penalty: 3719.280518
	Iteration 44Q: 3 clusters Score -9833253 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -9833321.000000 Penalty: 3719.280518
	Iteration 45Q: 3 clusters Score -9833321 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -9833322.000000 Penalty: 3719.280518
	Iteration 46Q: 3 clusters Score -9833322 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -9833384.000000 Penalty: 3719.280518
	Iteration 47Q: 3 clusters Score -9833384 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -9833416.000000 Penalty: 3719.280518
	Iteration 48Q: 3 clusters Score -9833416 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -9833484.000000 Penalty: 3719.280518
	Iteration 49Q: 3 clusters Score -9833484 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -9833529.000000 Penalty: 3719.280518
	Iteration 50Q: 3 clusters Score -9833529 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -9833519.000000 Penalty: 3719.280518
	Iteration 51Q: 3 clusters Score -9833519 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -9833574.000000 Penalty: 3719.280518
	Iteration 52Q: 3 clusters Score -9833574 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -9833555.000000 Penalty: 3719.280518
	Iteration 53Q: 3 clusters Score -9833555 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -9833593.000000 Penalty: 3719.280518
	Iteration 54Q: 3 clusters Score -9833593 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -9833631.000000 Penalty: 3719.280518
	Iteration 55Q: 3 clusters Score -9833631 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -9833642.000000 Penalty: 3719.280518
	Iteration 56Q: 3 clusters Score -9833642 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -9833666.000000 Penalty: 3719.280518
	Iteration 57Q: 3 clusters Score -9833666 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -9833720.000000 Penalty: 3719.280518
	Iteration 58Q: 3 clusters Score -9833720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -9833770.000000 Penalty: 3719.280518
	Iteration 59Q: 3 clusters Score -9833770 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -9833802.000000 Penalty: 3719.280518
	Iteration 60F: 3 clusters Score -9833802 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -9833890.000000 Penalty: 3719.280518
	Iteration 61Q: 3 clusters Score -9833890 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -9833961.000000 Penalty: 3719.280518
	Iteration 62Q: 3 clusters Score -9833961 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -9834014.000000 Penalty: 3719.280518
	Iteration 63Q: 3 clusters Score -9834014 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -9834022.000000 Penalty: 3719.280518
	Iteration 64Q: 3 clusters Score -9834022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -9834061.000000 Penalty: 3719.280518
	Iteration 65Q: 3 clusters Score -9834061 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -9834080.000000 Penalty: 3719.280518
	Iteration 66Q: 3 clusters Score -9834080 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -9834082.000000 Penalty: 3719.280518
	Iteration 67Q: 3 clusters Score -9834082 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -9834100.000000 Penalty: 3719.280518
	Iteration 68Q: 3 clusters Score -9834100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -9834173.000000 Penalty: 3719.280518
	Iteration 69Q: 3 clusters Score -9834173 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -9834193.000000 Penalty: 3719.280518
	Iteration 70Q: 3 clusters Score -9834193 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -9834222.000000 Penalty: 3719.280518
	Iteration 71Q: 3 clusters Score -9834222 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -9834273.000000 Penalty: 3719.280518
	Iteration 72Q: 3 clusters Score -9834273 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72584 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -9834318.000000 Penalty: 3719.280518
	Iteration 73Q: 3 clusters Score -9834318 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -9834388.000000 Penalty: 3719.280518
	Iteration 74Q: 3 clusters Score -9834388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -9834392.000000 Penalty: 3719.280518
	Iteration 75Q: 3 clusters Score -9834392 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -9834423.000000 Penalty: 3719.280518
	Iteration 76Q: 3 clusters Score -9834423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -9834470.000000 Penalty: 3719.280518
	Iteration 77Q: 3 clusters Score -9834470 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -9834522.000000 Penalty: 3719.280518
	Iteration 78Q: 3 clusters Score -9834522 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -9834526.000000 Penalty: 3719.280518
	Iteration 79Q: 3 clusters Score -9834526 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -9834557.000000 Penalty: 3719.280518
	Iteration 80F: 3 clusters Score -9834557 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -9834600.000000 Penalty: 3719.280518
	Iteration 81Q: 3 clusters Score -9834600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -9834613.000000 Penalty: 3719.280518
	Iteration 82Q: 3 clusters Score -9834613 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -9834613.000000 Penalty: 3719.280518
	Iteration 83Q: 3 clusters Score -9834613 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -9834652.000000 Penalty: 3719.280518
	Iteration 84Q: 3 clusters Score -9834652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -9834673.000000 Penalty: 3719.280518
	Iteration 85Q: 3 clusters Score -9834673 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -9834666.000000 Penalty: 3719.280518
	Iteration 86Q: 3 clusters Score -9834666 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -9834695.000000 Penalty: 3719.280518
	Iteration 87Q: 3 clusters Score -9834695 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -9834700.000000 Penalty: 3719.280518
	Iteration 88Q: 3 clusters Score -9834700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -9834708.000000 Penalty: 3719.280518
	Iteration 89Q: 3 clusters Score -9834708 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -9834742.000000 Penalty: 3719.280518
	Iteration 90Q: 3 clusters Score -9834742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -9834756.000000 Penalty: 3719.280518
	Iteration 91Q: 3 clusters Score -9834756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -9834768.000000 Penalty: 3719.280518
	Iteration 92Q: 3 clusters Score -9834768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -9834775.000000 Penalty: 3719.280518
	Iteration 93Q: 3 clusters Score -9834775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -9834785.000000 Penalty: 3719.280518
	Iteration 94Q: 3 clusters Score -9834785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -9834832.000000 Penalty: 3719.280518
	Iteration 95Q: 3 clusters Score -9834832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -9834816.000000 Penalty: 3719.280518
	Iteration 96Q: 3 clusters Score -9834816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -9834828.000000 Penalty: 3719.280518
	Iteration 97Q: 3 clusters Score -9834828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -9834846.000000 Penalty: 3719.280518
	Iteration 98Q: 3 clusters Score -9834846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -9834856.000000 Penalty: 3719.280518
	Iteration 99Q: 3 clusters Score -9834856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -9834872.000000 Penalty: 3719.280518
	Iteration 100F: 3 clusters Score -9834872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -9834883.000000 Penalty: 3719.280518
	Iteration 101Q: 3 clusters Score -9834883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -9834898.000000 Penalty: 3719.280518
	Iteration 102Q: 3 clusters Score -9834898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -9834903.000000 Penalty: 3719.280518
	Iteration 103Q: 3 clusters Score -9834903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -9834915.000000 Penalty: 3719.280518
	Iteration 104Q: 3 clusters Score -9834915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -9834932.000000 Penalty: 3719.280518
	Iteration 105Q: 3 clusters Score -9834932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -9834949.000000 Penalty: 3719.280518
	Iteration 106Q: 3 clusters Score -9834949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -9834960.000000 Penalty: 3719.280518
	Iteration 107Q: 3 clusters Score -9834960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -9834978.000000 Penalty: 3719.280518
	Iteration 108Q: 3 clusters Score -9834978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -9834986.000000 Penalty: 3719.280518
	Iteration 109Q: 3 clusters Score -9834986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -9834994.000000 Penalty: 3719.280518
	Iteration 110Q: 3 clusters Score -9834994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -9835012.000000 Penalty: 3719.280518
	Iteration 111Q: 3 clusters Score -9835012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -9835036.000000 Penalty: 3719.280518
	Iteration 112Q: 3 clusters Score -9835036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -9835071.000000 Penalty: 3719.280518
	Iteration 113Q: 3 clusters Score -9835071 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -9835082.000000 Penalty: 3719.280518
	Iteration 114Q: 3 clusters Score -9835082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -9835105.000000 Penalty: 3719.280518
	Iteration 115Q: 3 clusters Score -9835105 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -9835106.000000 Penalty: 3719.280518
	Iteration 116Q: 3 clusters Score -9835106 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -9835123.000000 Penalty: 3719.280518
	Iteration 117Q: 3 clusters Score -9835123 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -9835174.000000 Penalty: 3719.280518
	Iteration 118Q: 3 clusters Score -9835174 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -9835180.000000 Penalty: 3719.280518
	Iteration 119Q: 3 clusters Score -9835180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -9835197.000000 Penalty: 3719.280518
	Iteration 120F: 3 clusters Score -9835197 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -9835210.000000 Penalty: 3719.280518
	Iteration 121Q: 3 clusters Score -9835210 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -9835265.000000 Penalty: 3719.280518
	Iteration 122Q: 3 clusters Score -9835265 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -9835277.000000 Penalty: 3719.280518
	Iteration 123Q: 3 clusters Score -9835277 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -9835314.000000 Penalty: 3719.280518
	Iteration 124Q: 3 clusters Score -9835314 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -9835344.000000 Penalty: 3719.280518
	Iteration 125Q: 3 clusters Score -9835344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -9835378.000000 Penalty: 3719.280518
	Iteration 126Q: 3 clusters Score -9835378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -9835390.000000 Penalty: 3719.280518
	Iteration 127Q: 3 clusters Score -9835390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -9835437.000000 Penalty: 3719.280518
	Iteration 128Q: 3 clusters Score -9835437 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -9835441.000000 Penalty: 3719.280518
	Iteration 129Q: 3 clusters Score -9835441 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -9835432.000000 Penalty: 3719.280518
	Iteration 130Q: 3 clusters Score -9835432 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -9835463.000000 Penalty: 3719.280518
	Iteration 131Q: 3 clusters Score -9835463 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -9835500.000000 Penalty: 3719.280518
	Iteration 132Q: 3 clusters Score -9835500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -9835543.000000 Penalty: 3719.280518
	Iteration 133Q: 3 clusters Score -9835543 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -9835545.000000 Penalty: 3719.280518
	Iteration 134Q: 3 clusters Score -9835545 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -9835554.000000 Penalty: 3719.280518
	Iteration 135Q: 3 clusters Score -9835554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -9835571.000000 Penalty: 3719.280518
	Iteration 136Q: 3 clusters Score -9835571 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -9835586.000000 Penalty: 3719.280518
	Iteration 137Q: 3 clusters Score -9835586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -9835604.000000 Penalty: 3719.280518
	Iteration 138Q: 3 clusters Score -9835604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -9835595.000000 Penalty: 3719.280518
	Iteration 139Q: 3 clusters Score -9835595 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -9835608.000000 Penalty: 3719.280518
	Iteration 140F: 3 clusters Score -9835608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -9835630.000000 Penalty: 3719.280518
	Iteration 141Q: 3 clusters Score -9835630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -9835661.000000 Penalty: 3719.280518
	Iteration 142Q: 3 clusters Score -9835661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -9835690.000000 Penalty: 3719.280518
	Iteration 143Q: 3 clusters Score -9835690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -9835694.000000 Penalty: 3719.280518
	Iteration 144Q: 3 clusters Score -9835694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -9835728.000000 Penalty: 3719.280518
	Iteration 145Q: 3 clusters Score -9835728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -9835744.000000 Penalty: 3719.280518
	Iteration 146Q: 3 clusters Score -9835744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -9835757.000000 Penalty: 3719.280518
	Iteration 147Q: 3 clusters Score -9835757 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -9835748.000000 Penalty: 3719.280518
	Iteration 148Q: 3 clusters Score -9835748 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -9835756.000000 Penalty: 3719.280518
	Iteration 149Q: 3 clusters Score -9835756 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -9835771.000000 Penalty: 3719.280518
	Iteration 150Q: 3 clusters Score -9835771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -9835808.000000 Penalty: 3719.280518
	Iteration 151Q: 3 clusters Score -9835808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -9835838.000000 Penalty: 3719.280518
	Iteration 152Q: 3 clusters Score -9835838 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9835827.000000 Penalty: 3719.280518
	Iteration 153Q: 3 clusters Score -9835827 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -9835843.000000 Penalty: 3719.280518
	Iteration 154Q: 3 clusters Score -9835843 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -9835898.000000 Penalty: 3719.280518
	Iteration 155Q: 3 clusters Score -9835898 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -9835905.000000 Penalty: 3719.280518
	Iteration 156Q: 3 clusters Score -9835905 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -9835921.000000 Penalty: 3719.280518
	Iteration 157Q: 3 clusters Score -9835921 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -9835947.000000 Penalty: 3719.280518
	Iteration 158Q: 3 clusters Score -9835947 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -9835954.000000 Penalty: 3719.280518
	Iteration 159Q: 3 clusters Score -9835954 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -9835959.000000 Penalty: 3719.280518
	Iteration 160F: 3 clusters Score -9835959 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -9835989.000000 Penalty: 3719.280518
	Iteration 161Q: 3 clusters Score -9835989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -9836017.000000 Penalty: 3719.280518
	Iteration 162Q: 3 clusters Score -9836017 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -9836041.000000 Penalty: 3719.280518
	Iteration 163Q: 3 clusters Score -9836041 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -9836028.000000 Penalty: 3719.280518
	Iteration 164Q: 3 clusters Score -9836028 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -9836003.000000 Penalty: 3719.280518
	Iteration 165Q: 3 clusters Score -9836003 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -9836030.000000 Penalty: 3719.280518
	Iteration 166Q: 3 clusters Score -9836030 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -9836035.000000 Penalty: 3719.280518
	Iteration 167Q: 3 clusters Score -9836035 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -9836078.000000 Penalty: 3719.280518
	Iteration 168Q: 3 clusters Score -9836078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -9836107.000000 Penalty: 3719.280518
	Iteration 169Q: 3 clusters Score -9836107 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -9836106.000000 Penalty: 3719.280518
	Iteration 170Q: 3 clusters Score -9836106 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9836107 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -9836117.000000 Penalty: 3719.280518
	Iteration 172Q: 3 clusters Score -9836117 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -9836107.000000 Penalty: 3719.280518
	Iteration 173Q: 3 clusters Score -9836107 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -9836090.000000 Penalty: 3719.280518
	Iteration 174Q: 3 clusters Score -9836090 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -9836099.000000 Penalty: 3719.280518
	Iteration 175Q: 3 clusters Score -9836099 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -9836088.000000 Penalty: 3719.280518
	Iteration 176Q: 3 clusters Score -9836088 nChanged 52
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Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9836090 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -9836084.000000 Penalty: 3719.280518
	Iteration 178Q: 3 clusters Score -9836084 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9836067.000000 Penalty: 3719.280518
	Iteration 179Q: 3 clusters Score -9836067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -9836075.000000 Penalty: 3719.280518
	Iteration 180F: 3 clusters Score -9836075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -9836062.000000 Penalty: 3719.280518
	Iteration 181Q: 3 clusters Score -9836062 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9836059.000000 Penalty: 3719.280518
	Iteration 182Q: 3 clusters Score -9836059 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9836062 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -9836068.000000 Penalty: 3719.280518
	Iteration 184Q: 3 clusters Score -9836068 nChanged 28
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Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -9836071.000000 Penalty: 3719.280518
	Iteration 185Q: 3 clusters Score -9836071 nChanged 29
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Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9836067 nChanged 26
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Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -9836063.000000 Penalty: 3719.280518
	Iteration 187Q: 3 clusters Score -9836063 nChanged 28
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Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9836062 nChanged 26
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Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9836060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -9836066.000000 Penalty: 3719.280518
	Iteration 190Q: 3 clusters Score -9836066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9836060.000000 Penalty: 3719.280518
	Iteration 191Q: 3 clusters Score -9836060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9836065.000000 Penalty: 3719.280518
	Iteration 192Q: 3 clusters Score -9836065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -9836075.000000 Penalty: 3719.280518
	Iteration 193Q: 3 clusters Score -9836075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -9836077.000000 Penalty: 3719.280518
	Iteration 194Q: 3 clusters Score -9836077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -9836069.000000 Penalty: 3719.280518
	Iteration 195Q: 3 clusters Score -9836069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -9836070.000000 Penalty: 3719.280518
	Iteration 196Q: 3 clusters Score -9836070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -9836073.000000 Penalty: 3719.280518
	Iteration 197Q: 3 clusters Score -9836073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -9836074.000000 Penalty: 3719.280518
	Iteration 198Q: 3 clusters Score -9836074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -9836066.000000 Penalty: 3719.280518
	Iteration 199Q: 3 clusters Score -9836066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -9836080.000000 Penalty: 3719.280518
	Iteration 200F: 3 clusters Score -9836080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -9836084.000000 Penalty: 3719.280518
	Iteration 201Q: 3 clusters Score -9836084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -9836069.000000 Penalty: 3719.280518
	Iteration 202Q: 3 clusters Score -9836069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -9836068.000000 Penalty: 3719.280518
	Iteration 203Q: 3 clusters Score -9836068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -9836071.000000 Penalty: 3719.280518
	Iteration 204Q: 3 clusters Score -9836071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -9836077.000000 Penalty: 3719.280518
	Iteration 205Q: 3 clusters Score -9836077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -9836078.000000 Penalty: 3719.280518
	Iteration 206Q: 3 clusters Score -9836078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9836083.000000 Penalty: 3719.280518
	Iteration 207Q: 3 clusters Score -9836083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -9836088.000000 Penalty: 3719.280518
	Iteration 208Q: 3 clusters Score -9836088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -9836085.000000 Penalty: 3719.280518
	Iteration 209Q: 3 clusters Score -9836085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9836083.000000 Penalty: 3719.280518
	Iteration 210Q: 3 clusters Score -9836083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9836078.000000 Penalty: 3719.280518
	Iteration 211Q: 3 clusters Score -9836078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -9836075.000000 Penalty: 3719.280518
	Iteration 212Q: 3 clusters Score -9836075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -9836072.000000 Penalty: 3719.280518
	Iteration 213Q: 3 clusters Score -9836072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -9836061.000000 Penalty: 3719.280518
	Iteration 214Q: 3 clusters Score -9836061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -9836053.000000 Penalty: 3719.280518
	Iteration 215Q: 3 clusters Score -9836053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -9836056.000000 Penalty: 3719.280518
	Iteration 216Q: 3 clusters Score -9836056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -9836058.000000 Penalty: 3719.280518
	Iteration 217Q: 3 clusters Score -9836058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9836055.000000 Penalty: 3719.280518
	Iteration 218Q: 3 clusters Score -9836055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -9836056.000000 Penalty: 3719.280518
	Iteration 219Q: 3 clusters Score -9836056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -9836057.000000 Penalty: 3719.280518
	Iteration 220F: 3 clusters Score -9836057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -9836057.000000 Penalty: 3719.280518
	Iteration 221Q: 3 clusters Score -9836057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -9836059.000000 Penalty: 3719.280518
	Iteration 222Q: 3 clusters Score -9836059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -9836052.000000 Penalty: 3719.280518
	Iteration 223Q: 3 clusters Score -9836052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -9836057.000000 Penalty: 3719.280518
	Iteration 224Q: 3 clusters Score -9836057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -9836049.000000 Penalty: 3719.280518
	Iteration 225Q: 3 clusters Score -9836049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9836052.000000 Penalty: 3719.280518
	Iteration 226Q: 3 clusters Score -9836052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -9836053.000000 Penalty: 3719.280518
	Iteration 227Q: 3 clusters Score -9836053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -9836059.000000 Penalty: 3719.280518
	Iteration 228Q: 3 clusters Score -9836059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -9836052.000000 Penalty: 3719.280518
	Iteration 229Q: 3 clusters Score -9836052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -9836049.000000 Penalty: 3719.280518
	Iteration 230Q: 3 clusters Score -9836049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -9836049.000000 Penalty: 3719.280518
	Iteration 231Q: 3 clusters Score -9836049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9836053.000000 Penalty: 3719.280518
	Iteration 232Q: 3 clusters Score -9836053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9836053.000000 Penalty: 3719.280518
	Iteration 233F: 3 clusters Score -9836053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -1176676.125000 Penalty: 1515.762207
	Iteration 0F: 2 clusters Score -1176676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1168820.000000 Penalty: 3031.524414
	Iteration 0F: 3 clusters Score -1168820 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1171482.125000 Penalty: 3031.524414
	Iteration 1F: 3 clusters Score -1171482 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1171836.125000 Penalty: 3031.524414
	Iteration 2F: 3 clusters Score -1171836 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1172212.375000 Penalty: 3031.524414
	Iteration 3F: 3 clusters Score -1172212 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1172658.875000 Penalty: 3031.524414
	Iteration 4F: 3 clusters Score -1172659 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1173153.250000 Penalty: 3031.524414
	Iteration 5F: 3 clusters Score -1173153 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1173704.625000 Penalty: 3031.524414
	Iteration 6F: 3 clusters Score -1173705 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1174376.000000 Penalty: 3031.524414
	Iteration 7F: 3 clusters Score -1174376 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1175072.125000 Penalty: 3031.524414
	Iteration 8F: 3 clusters Score -1175072 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1175648.500000 Penalty: 3031.524414
	Iteration 9F: 3 clusters Score -1175648 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1176055.250000 Penalty: 3031.524414
	Iteration 10Q: 3 clusters Score -1176055 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1176210.500000 Penalty: 3031.524414
	Iteration 11Q: 3 clusters Score -1176210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1176263.875000 Penalty: 3031.524414
	Iteration 12Q: 3 clusters Score -1176264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1176287.750000 Penalty: 3031.524414
	Iteration 13Q: 3 clusters Score -1176288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1176298.750000 Penalty: 3031.524414
	Iteration 14Q: 3 clusters Score -1176299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1176305.000000 Penalty: 3031.524414
	Iteration 15Q: 3 clusters Score -1176305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1176310.250000 Penalty: 3031.524414
	Iteration 16Q: 3 clusters Score -1176310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1176309.125000 Penalty: 3031.524414
	Iteration 17Q: 3 clusters Score -1176309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1176313.875000 Penalty: 3031.524414
	Iteration 18Q: 3 clusters Score -1176314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1176315.125000 Penalty: 3031.524414
	Iteration 19Q: 3 clusters Score -1176315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1176312.875000 Penalty: 3031.524414
	Iteration 20F: 3 clusters Score -1176313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1176313.000000 Penalty: 3031.524414
	Iteration 21Q: 3 clusters Score -1176313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1176315.125000 Penalty: 3031.524414
	Iteration 22Q: 3 clusters Score -1176315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1176316.375000 Penalty: 3031.524414
	Iteration 23Q: 3 clusters Score -1176316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1176318.250000 Penalty: 3031.524414
	Iteration 24Q: 3 clusters Score -1176318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1176317.000000 Penalty: 3031.524414
	Iteration 25Q: 3 clusters Score -1176317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1176317.000000 Penalty: 3031.524414
	Iteration 26Q: 3 clusters Score -1176317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1176317.000000 Penalty: 3031.524414
	Iteration 27F: 3 clusters Score -1176317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -315073.468750 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -315073.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -312206.125000 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -312206.1 nChanged 1264
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: -312951.312500 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -312951.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -313107.375000 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -313107.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -313255.843750 Penalty: 2633.242188
	Iteration 3F: 3 clusters Score -313255.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -313405.625000 Penalty: 2633.242188
	Iteration 4F: 3 clusters Score -313405.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313607.875000 Penalty: 2633.242188
	Iteration 5F: 3 clusters Score -313607.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -313856.687500 Penalty: 2633.242188
	Iteration 6F: 3 clusters Score -313856.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314143.312500 Penalty: 2633.242188
	Iteration 7F: 3 clusters Score -314143.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -314470.750000 Penalty: 2633.242188
	Iteration 8F: 3 clusters Score -314470.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -314773.031250 Penalty: 2633.242188
	Iteration 9F: 3 clusters Score -314773 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -314983.968750 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -314984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -315111.093750 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -315111.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -315214.625000 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -315214.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -315297.406250 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -315297.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -315336.343750 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -315336.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -315350.000000 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -315350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -315362.343750 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -315362.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -315375.437500 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -315375.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -315389.687500 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -315389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -315399.875000 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -315399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -315418.218750 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -315418.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -315437.375000 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -315437.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -315453.500000 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -315453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -315480.906250 Penalty: 2633.242188
	Iteration 23Q: 3 clusters Score -315480.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -315526.125000 Penalty: 2633.242188
	Iteration 24Q: 3 clusters Score -315526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -315569.843750 Penalty: 2633.242188
	Iteration 25Q: 3 clusters Score -315569.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315616.281250 Penalty: 2633.242188
	Iteration 26Q: 3 clusters Score -315616.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -315635.718750 Penalty: 2633.242188
	Iteration 27Q: 3 clusters Score -315635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -315653.937500 Penalty: 2633.242188
	Iteration 28Q: 3 clusters Score -315653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -315659.375000 Penalty: 2633.242188
	Iteration 29Q: 3 clusters Score -315659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -315662.812500 Penalty: 2633.242188
	Iteration 30Q: 3 clusters Score -315662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -315667.281250 Penalty: 2633.242188
	Iteration 31Q: 3 clusters Score -315667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -315668.593750 Penalty: 2633.242188
	Iteration 32Q: 3 clusters Score -315668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -315671.218750 Penalty: 2633.242188
	Iteration 33Q: 3 clusters Score -315671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -315673.562500 Penalty: 2633.242188
	Iteration 34Q: 3 clusters Score -315673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -315677.156250 Penalty: 2633.242188
	Iteration 35Q: 3 clusters Score -315677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -315680.500000 Penalty: 2633.242188
	Iteration 36Q: 3 clusters Score -315680.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -315681.062500 Penalty: 2633.242188
	Iteration 37Q: 3 clusters Score -315681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -315683.562500 Penalty: 2633.242188
	Iteration 38Q: 3 clusters Score -315683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -315685.031250 Penalty: 2633.242188
	Iteration 39Q: 3 clusters Score -315685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -315685.093750 Penalty: 2633.242188
	Iteration 40F: 3 clusters Score -315685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -315685.343750 Penalty: 2633.242188
	Iteration 41Q: 3 clusters Score -315685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -315685.593750 Penalty: 2633.242188
	Iteration 42Q: 3 clusters Score -315685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -315685.875000 Penalty: 2633.242188
	Iteration 43Q: 3 clusters Score -315685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -315686.250000 Penalty: 2633.242188
	Iteration 44Q: 3 clusters Score -315686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -315686.250000 Penalty: 2633.242188
	Iteration 45F: 3 clusters Score -315686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 1150 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 2152 members 
Entering Unmasked Estep 
Score: -154066032.000000 Penalty: 104160.664062
Splitting cluster 19 changes total score from -154066576.000000 to -154066032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -867632.625000 Penalty: 1482.582397
	Iteration 0F: 2 clusters Score -867632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -860987.750000 Penalty: 2965.164795
	Iteration 0F: 3 clusters Score -860987.8 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -863307.812500 Penalty: 2965.164795
	Iteration 1F: 3 clusters Score -863307.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -863712.375000 Penalty: 2965.164795
	Iteration 2F: 3 clusters Score -863712.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -864208.125000 Penalty: 2965.164795
	Iteration 3F: 3 clusters Score -864208.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -864636.937500 Penalty: 2965.164795
	Iteration 4F: 3 clusters Score -864636.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -864973.937500 Penalty: 2965.164795
	Iteration 5F: 3 clusters Score -864973.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -865230.375000 Penalty: 2965.164795
	Iteration 6Q: 3 clusters Score -865230.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -865440.562500 Penalty: 2965.164795
	Iteration 7Q: 3 clusters Score -865440.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -865634.875000 Penalty: 2965.164795
	Iteration 8Q: 3 clusters Score -865634.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -865795.125000 Penalty: 2965.164795
	Iteration 9Q: 3 clusters Score -865795.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -865950.625000 Penalty: 2965.164795
	Iteration 10Q: 3 clusters Score -865950.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -866104.437500 Penalty: 2965.164795
	Iteration 11Q: 3 clusters Score -866104.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -866241.625000 Penalty: 2965.164795
	Iteration 12Q: 3 clusters Score -866241.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -866357.000000 Penalty: 2965.164795
	Iteration 13Q: 3 clusters Score -866357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -866454.000000 Penalty: 2965.164795
	Iteration 14Q: 3 clusters Score -866454 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -866536.562500 Penalty: 2965.164795
	Iteration 15Q: 3 clusters Score -866536.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -866593.937500 Penalty: 2965.164795
	Iteration 16Q: 3 clusters Score -866593.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -866624.125000 Penalty: 2965.164795
	Iteration 17Q: 3 clusters Score -866624.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -866650.062500 Penalty: 2965.164795
	Iteration 18Q: 3 clusters Score -866650.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -866669.812500 Penalty: 2965.164795
	Iteration 19Q: 3 clusters Score -866669.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -866687.812500 Penalty: 2965.164795
	Iteration 20F: 3 clusters Score -866687.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -866702.500000 Penalty: 2965.164795
	Iteration 21Q: 3 clusters Score -866702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -866708.875000 Penalty: 2965.164795
	Iteration 22Q: 3 clusters Score -866708.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -866714.687500 Penalty: 2965.164795
	Iteration 23Q: 3 clusters Score -866714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -866718.125000 Penalty: 2965.164795
	Iteration 24Q: 3 clusters Score -866718.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -866719.437500 Penalty: 2965.164795
	Iteration 25Q: 3 clusters Score -866719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -866719.625000 Penalty: 2965.164795
	Iteration 26Q: 3 clusters Score -866719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -866720.937500 Penalty: 2965.164795
	Iteration 27Q: 3 clusters Score -866720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -866721.750000 Penalty: 2965.164795
	Iteration 28Q: 3 clusters Score -866721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -866723.625000 Penalty: 2965.164795
	Iteration 29Q: 3 clusters Score -866723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -866726.250000 Penalty: 2965.164795
	Iteration 30Q: 3 clusters Score -866726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -866727.875000 Penalty: 2965.164795
	Iteration 31Q: 3 clusters Score -866727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -866730.562500 Penalty: 2965.164795
	Iteration 32Q: 3 clusters Score -866730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -866733.375000 Penalty: 2965.164795
	Iteration 33Q: 3 clusters Score -866733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -866735.500000 Penalty: 2965.164795
	Iteration 34Q: 3 clusters Score -866735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -866735.750000 Penalty: 2965.164795
	Iteration 35Q: 3 clusters Score -866735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -866739.500000 Penalty: 2965.164795
	Iteration 36Q: 3 clusters Score -866739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -866739.750000 Penalty: 2965.164795
	Iteration 37Q: 3 clusters Score -866739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -866742.250000 Penalty: 2965.164795
	Iteration 38Q: 3 clusters Score -866742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -866740.687500 Penalty: 2965.164795
	Iteration 39Q: 3 clusters Score -866740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -866744.437500 Penalty: 2965.164795
	Iteration 40F: 3 clusters Score -866744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -866743.812500 Penalty: 2965.164795
	Iteration 41Q: 3 clusters Score -866743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -866743.812500 Penalty: 2965.164795
	Iteration 42F: 3 clusters Score -866743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Entering Unmasked Estep 
Score: -744712.625000 Penalty: 1456.305298
	Iteration 0F: 2 clusters Score -744712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -739049.937500 Penalty: 2912.610596
	Iteration 0F: 3 clusters Score -739049.9 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -741075.250000 Penalty: 2912.610596
	Iteration 1F: 3 clusters Score -741075.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -741586.812500 Penalty: 2912.610596
	Iteration 2F: 3 clusters Score -741586.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -742052.125000 Penalty: 2912.610596
	Iteration 3F: 3 clusters Score -742052.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -742454.562500 Penalty: 2912.610596
	Iteration 4F: 3 clusters Score -742454.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -742775.875000 Penalty: 2912.610596
	Iteration 5F: 3 clusters Score -742775.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -743028.125000 Penalty: 2912.610596
	Iteration 6Q: 3 clusters Score -743028.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -743248.312500 Penalty: 2912.610596
	Iteration 7Q: 3 clusters Score -743248.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -743410.750000 Penalty: 2912.610596
	Iteration 8Q: 3 clusters Score -743410.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -743573.750000 Penalty: 2912.610596
	Iteration 9Q: 3 clusters Score -743573.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -743712.250000 Penalty: 2912.610596
	Iteration 10Q: 3 clusters Score -743712.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -743820.125000 Penalty: 2912.610596
	Iteration 11Q: 3 clusters Score -743820.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -743893.312500 Penalty: 2912.610596
	Iteration 12Q: 3 clusters Score -743893.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -743942.187500 Penalty: 2912.610596
	Iteration 13Q: 3 clusters Score -743942.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -743980.562500 Penalty: 2912.610596
	Iteration 14Q: 3 clusters Score -743980.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -744016.250000 Penalty: 2912.610596
	Iteration 15Q: 3 clusters Score -744016.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -744040.562500 Penalty: 2912.610596
	Iteration 16Q: 3 clusters Score -744040.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -744064.875000 Penalty: 2912.610596
	Iteration 17Q: 3 clusters Score -744064.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -744093.125000 Penalty: 2912.610596
	Iteration 18Q: 3 clusters Score -744093.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -744117.875000 Penalty: 2912.610596
	Iteration 19Q: 3 clusters Score -744117.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -744136.687500 Penalty: 2912.610596
	Iteration 20F: 3 clusters Score -744136.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -744150.687500 Penalty: 2912.610596
	Iteration 21Q: 3 clusters Score -744150.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -744169.000000 Penalty: 2912.610596
	Iteration 22Q: 3 clusters Score -744169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -744186.937500 Penalty: 2912.610596
	Iteration 23Q: 3 clusters Score -744186.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -744198.312500 Penalty: 2912.610596
	Iteration 24Q: 3 clusters Score -744198.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -744207.187500 Penalty: 2912.610596
	Iteration 25Q: 3 clusters Score -744207.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -744219.687500 Penalty: 2912.610596
	Iteration 26Q: 3 clusters Score -744219.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -744246.250000 Penalty: 2912.610596
	Iteration 27Q: 3 clusters Score -744246.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -744285.750000 Penalty: 2912.610596
	Iteration 28Q: 3 clusters Score -744285.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -744332.125000 Penalty: 2912.610596
	Iteration 29Q: 3 clusters Score -744332.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -744363.062500 Penalty: 2912.610596
	Iteration 30Q: 3 clusters Score -744363.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -744386.500000 Penalty: 2912.610596
	Iteration 31Q: 3 clusters Score -744386.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -744411.000000 Penalty: 2912.610596
	Iteration 32Q: 3 clusters Score -744411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -744425.187500 Penalty: 2912.610596
	Iteration 33Q: 3 clusters Score -744425.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -744438.500000 Penalty: 2912.610596
	Iteration 34Q: 3 clusters Score -744438.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -744449.125000 Penalty: 2912.610596
	Iteration 35Q: 3 clusters Score -744449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -744453.500000 Penalty: 2912.610596
	Iteration 36Q: 3 clusters Score -744453.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -744457.250000 Penalty: 2912.610596
	Iteration 37Q: 3 clusters Score -744457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -744463.312500 Penalty: 2912.610596
	Iteration 38Q: 3 clusters Score -744463.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -744469.437500 Penalty: 2912.610596
	Iteration 39Q: 3 clusters Score -744469.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -744476.000000 Penalty: 2912.610596
	Iteration 40F: 3 clusters Score -744476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -744484.062500 Penalty: 2912.610596
	Iteration 41Q: 3 clusters Score -744484.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -744490.312500 Penalty: 2912.610596
	Iteration 42Q: 3 clusters Score -744490.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -744494.062500 Penalty: 2912.610596
	Iteration 43Q: 3 clusters Score -744494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -744495.187500 Penalty: 2912.610596
	Iteration 44Q: 3 clusters Score -744495.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -744497.500000 Penalty: 2912.610596
	Iteration 45Q: 3 clusters Score -744497.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -744499.750000 Penalty: 2912.610596
	Iteration 46Q: 3 clusters Score -744499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -744501.750000 Penalty: 2912.610596
	Iteration 47Q: 3 clusters Score -744501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -744502.750000 Penalty: 2912.610596
	Iteration 48Q: 3 clusters Score -744502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -744503.375000 Penalty: 2912.610596
	Iteration 49Q: 3 clusters Score -744503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -744505.750000 Penalty: 2912.610596
	Iteration 50Q: 3 clusters Score -744505.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -744509.750000 Penalty: 2912.610596
	Iteration 51Q: 3 clusters Score -744509.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -744510.125000 Penalty: 2912.610596
	Iteration 52Q: 3 clusters Score -744510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -744514.437500 Penalty: 2912.610596
	Iteration 53Q: 3 clusters Score -744514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -744517.250000 Penalty: 2912.610596
	Iteration 54Q: 3 clusters Score -744517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -744517.125000 Penalty: 2912.610596
	Iteration 55Q: 3 clusters Score -744517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -744518.562500 Penalty: 2912.610596
	Iteration 56Q: 3 clusters Score -744518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -744517.812500 Penalty: 2912.610596
	Iteration 57Q: 3 clusters Score -744517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -744520.437500 Penalty: 2912.610596
	Iteration 58Q: 3 clusters Score -744520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -744520.687500 Penalty: 2912.610596
	Iteration 59Q: 3 clusters Score -744520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -744524.062500 Penalty: 2912.610596
	Iteration 60F: 3 clusters Score -744524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -744526.500000 Penalty: 2912.610596
	Iteration 61Q: 3 clusters Score -744526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -744531.562500 Penalty: 2912.610596
	Iteration 62Q: 3 clusters Score -744531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -744535.375000 Penalty: 2912.610596
	Iteration 63Q: 3 clusters Score -744535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -744539.250000 Penalty: 2912.610596
	Iteration 64Q: 3 clusters Score -744539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -744540.875000 Penalty: 2912.610596
	Iteration 65Q: 3 clusters Score -744540.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -744543.125000 Penalty: 2912.610596
	Iteration 66Q: 3 clusters Score -744543.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -744546.687500 Penalty: 2912.610596
	Iteration 67Q: 3 clusters Score -744546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -744548.312500 Penalty: 2912.610596
	Iteration 68Q: 3 clusters Score -744548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -744549.937500 Penalty: 2912.610596
	Iteration 69Q: 3 clusters Score -744549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -744554.250000 Penalty: 2912.610596
	Iteration 70Q: 3 clusters Score -744554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -744553.812500 Penalty: 2912.610596
	Iteration 71Q: 3 clusters Score -744553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -744554.687500 Penalty: 2912.610596
	Iteration 72Q: 3 clusters Score -744554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -744555.437500 Penalty: 2912.610596
	Iteration 73Q: 3 clusters Score -744555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -744554.562500 Penalty: 2912.610596
	Iteration 74Q: 3 clusters Score -744554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -744554.375000 Penalty: 2912.610596
	Iteration 75Q: 3 clusters Score -744554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -744554.500000 Penalty: 2912.610596
	Iteration 76Q: 3 clusters Score -744554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -744555.375000 Penalty: 2912.610596
	Iteration 77Q: 3 clusters Score -744555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -744556.937500 Penalty: 2912.610596
	Iteration 78Q: 3 clusters Score -744556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -744556.625000 Penalty: 2912.610596
	Iteration 79Q: 3 clusters Score -744556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -744556.250000 Penalty: 2912.610596
	Iteration 80F: 3 clusters Score -744556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -744556.750000 Penalty: 2912.610596
	Iteration 81Q: 3 clusters Score -744556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -744557.562500 Penalty: 2912.610596
	Iteration 82Q: 3 clusters Score -744557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -744557.562500 Penalty: 2912.610596
	Iteration 83F: 3 clusters Score -744557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Entering Unmasked Estep 
Score: -2229158.000000 Penalty: 1624.885986
	Iteration 0F: 2 clusters Score -2229158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2214142.500000 Penalty: 3249.771973
	Iteration 0F: 3 clusters Score -2214142 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2219926.750000 Penalty: 3249.771973
	Iteration 1F: 3 clusters Score -2219927 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2220456.500000 Penalty: 3249.771973
	Iteration 2F: 3 clusters Score -2220456 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2221069.000000 Penalty: 3249.771973
	Iteration 3F: 3 clusters Score -2221069 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2221838.500000 Penalty: 3249.771973
	Iteration 4F: 3 clusters Score -2221838 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2222827.000000 Penalty: 3249.771973
	Iteration 5F: 3 clusters Score -2222827 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2223835.500000 Penalty: 3249.771973
	Iteration 6F: 3 clusters Score -2223836 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2224756.250000 Penalty: 3249.771973
	Iteration 7F: 3 clusters Score -2224756 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2225501.750000 Penalty: 3249.771973
	Iteration 8Q: 3 clusters Score -2225502 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2226104.750000 Penalty: 3249.771973
	Iteration 9Q: 3 clusters Score -2226105 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2226513.750000 Penalty: 3249.771973
	Iteration 10Q: 3 clusters Score -2226514 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2226804.750000 Penalty: 3249.771973
	Iteration 11Q: 3 clusters Score -2226805 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2226998.500000 Penalty: 3249.771973
	Iteration 12Q: 3 clusters Score -2226998 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2227153.750000 Penalty: 3249.771973
	Iteration 13Q: 3 clusters Score -2227154 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2227255.750000 Penalty: 3249.771973
	Iteration 14Q: 3 clusters Score -2227256 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2227349.500000 Penalty: 3249.771973
	Iteration 15Q: 3 clusters Score -2227350 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2227431.500000 Penalty: 3249.771973
	Iteration 16Q: 3 clusters Score -2227432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2227498.750000 Penalty: 3249.771973
	Iteration 17Q: 3 clusters Score -2227499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2227549.500000 Penalty: 3249.771973
	Iteration 18Q: 3 clusters Score -2227550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2227594.500000 Penalty: 3249.771973
	Iteration 19Q: 3 clusters Score -2227594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2227620.000000 Penalty: 3249.771973
	Iteration 20F: 3 clusters Score -2227620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2227642.500000 Penalty: 3249.771973
	Iteration 21Q: 3 clusters Score -2227642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2227659.750000 Penalty: 3249.771973
	Iteration 22Q: 3 clusters Score -2227660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2227683.000000 Penalty: 3249.771973
	Iteration 23Q: 3 clusters Score -2227683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2227706.750000 Penalty: 3249.771973
	Iteration 24Q: 3 clusters Score -2227707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2227720.500000 Penalty: 3249.771973
	Iteration 25Q: 3 clusters Score -2227720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2227749.250000 Penalty: 3249.771973
	Iteration 26Q: 3 clusters Score -2227749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2227775.500000 Penalty: 3249.771973
	Iteration 27Q: 3 clusters Score -2227776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2227791.000000 Penalty: 3249.771973
	Iteration 28Q: 3 clusters Score -2227791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2227806.000000 Penalty: 3249.771973
	Iteration 29Q: 3 clusters Score -2227806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2227828.500000 Penalty: 3249.771973
	Iteration 30Q: 3 clusters Score -2227828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2227837.750000 Penalty: 3249.771973
	Iteration 31Q: 3 clusters Score -2227838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2227843.000000 Penalty: 3249.771973
	Iteration 32Q: 3 clusters Score -2227843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2227858.750000 Penalty: 3249.771973
	Iteration 33Q: 3 clusters Score -2227859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2227862.250000 Penalty: 3249.771973
	Iteration 34Q: 3 clusters Score -2227862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2227871.500000 Penalty: 3249.771973
	Iteration 35Q: 3 clusters Score -2227872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2227875.000000 Penalty: 3249.771973
	Iteration 36Q: 3 clusters Score -2227875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2227874.000000 Penalty: 3249.771973
	Iteration 37Q: 3 clusters Score -2227874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2227875.750000 Penalty: 3249.771973
	Iteration 38Q: 3 clusters Score -2227876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2227881.250000 Penalty: 3249.771973
	Iteration 39Q: 3 clusters Score -2227881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2227881.000000 Penalty: 3249.771973
	Iteration 40F: 3 clusters Score -2227881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2227883.250000 Penalty: 3249.771973
	Iteration 41Q: 3 clusters Score -2227883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2227885.000000 Penalty: 3249.771973
	Iteration 42Q: 3 clusters Score -2227885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2227887.000000 Penalty: 3249.771973
	Iteration 43Q: 3 clusters Score -2227887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2227887.750000 Penalty: 3249.771973
	Iteration 44Q: 3 clusters Score -2227888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2227887.750000 Penalty: 3249.771973
	Iteration 45F: 3 clusters Score -2227888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -366308.937500 Penalty: 1340.725708
	Iteration 0F: 2 clusters Score -366308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -363159.468750 Penalty: 2681.451416
	Iteration 0F: 3 clusters Score -363159.5 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -364191.093750 Penalty: 2681.451416
	Iteration 1F: 3 clusters Score -364191.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -364490.343750 Penalty: 2681.451416
	Iteration 2F: 3 clusters Score -364490.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -364710.812500 Penalty: 2681.451416
	Iteration 3F: 3 clusters Score -364710.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -364868.375000 Penalty: 2681.451416
	Iteration 4F: 3 clusters Score -364868.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -364978.500000 Penalty: 2681.451416
	Iteration 5Q: 3 clusters Score -364978.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -365078.437500 Penalty: 2681.451416
	Iteration 6Q: 3 clusters Score -365078.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -365168.281250 Penalty: 2681.451416
	Iteration 7Q: 3 clusters Score -365168.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -365217.062500 Penalty: 2681.451416
	Iteration 8Q: 3 clusters Score -365217.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -365264.812500 Penalty: 2681.451416
	Iteration 9Q: 3 clusters Score -365264.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -365305.843750 Penalty: 2681.451416
	Iteration 10Q: 3 clusters Score -365305.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -365348.343750 Penalty: 2681.451416
	Iteration 11Q: 3 clusters Score -365348.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -365390.562500 Penalty: 2681.451416
	Iteration 12Q: 3 clusters Score -365390.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -365427.062500 Penalty: 2681.451416
	Iteration 13Q: 3 clusters Score -365427.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -365463.093750 Penalty: 2681.451416
	Iteration 14Q: 3 clusters Score -365463.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -365489.937500 Penalty: 2681.451416
	Iteration 15Q: 3 clusters Score -365489.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -365512.375000 Penalty: 2681.451416
	Iteration 16Q: 3 clusters Score -365512.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -365522.875000 Penalty: 2681.451416
	Iteration 17Q: 3 clusters Score -365522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -365528.843750 Penalty: 2681.451416
	Iteration 18Q: 3 clusters Score -365528.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -365536.562500 Penalty: 2681.451416
	Iteration 19Q: 3 clusters Score -365536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -365543.437500 Penalty: 2681.451416
	Iteration 20F: 3 clusters Score -365543.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -365549.906250 Penalty: 2681.451416
	Iteration 21Q: 3 clusters Score -365549.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -365554.843750 Penalty: 2681.451416
	Iteration 22Q: 3 clusters Score -365554.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -365559.687500 Penalty: 2681.451416
	Iteration 23Q: 3 clusters Score -365559.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -365563.750000 Penalty: 2681.451416
	Iteration 24Q: 3 clusters Score -365563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -365565.468750 Penalty: 2681.451416
	Iteration 25Q: 3 clusters Score -365565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -365568.468750 Penalty: 2681.451416
	Iteration 26Q: 3 clusters Score -365568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -365570.187500 Penalty: 2681.451416
	Iteration 27Q: 3 clusters Score -365570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -365571.250000 Penalty: 2681.451416
	Iteration 28Q: 3 clusters Score -365571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -365571.500000 Penalty: 2681.451416
	Iteration 29Q: 3 clusters Score -365571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -365572.250000 Penalty: 2681.451416
	Iteration 30Q: 3 clusters Score -365572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -365572.125000 Penalty: 2681.451416
	Iteration 31Q: 3 clusters Score -365572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -365572.031250 Penalty: 2681.451416
	Iteration 32Q: 3 clusters Score -365572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -365572.031250 Penalty: 2681.451416
	Iteration 33F: 3 clusters Score -365572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Entering Unmasked Estep 
Score: -1796933.125000 Penalty: 1578.959839
	Iteration 0F: 2 clusters Score -1796933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1785419.750000 Penalty: 3157.919678
	Iteration 0F: 3 clusters Score -1785420 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1789429.250000 Penalty: 3157.919678
	Iteration 1F: 3 clusters Score -1789429 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1789676.250000 Penalty: 3157.919678
	Iteration 2Q: 3 clusters Score -1789676 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1789908.000000 Penalty: 3157.919678
	Iteration 3Q: 3 clusters Score -1789908 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1790134.375000 Penalty: 3157.919678
	Iteration 4Q: 3 clusters Score -1790134 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1790357.750000 Penalty: 3157.919678
	Iteration 5Q: 3 clusters Score -1790358 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1790587.375000 Penalty: 3157.919678
	Iteration 6Q: 3 clusters Score -1790587 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1790880.500000 Penalty: 3157.919678
	Iteration 7Q: 3 clusters Score -1790880 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1791211.625000 Penalty: 3157.919678
	Iteration 8Q: 3 clusters Score -1791212 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1791678.125000 Penalty: 3157.919678
	Iteration 9Q: 3 clusters Score -1791678 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1792249.000000 Penalty: 3157.919678
	Iteration 10F: 3 clusters Score -1792249 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1792858.125000 Penalty: 3157.919678
	Iteration 11F: 3 clusters Score -1792858 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1793463.875000 Penalty: 3157.919678
	Iteration 12F: 3 clusters Score -1793464 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1794005.000000 Penalty: 3157.919678
	Iteration 13Q: 3 clusters Score -1794005 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1794502.000000 Penalty: 3157.919678
	Iteration 14Q: 3 clusters Score -1794502 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1794862.500000 Penalty: 3157.919678
	Iteration 15Q: 3 clusters Score -1794862 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1795092.750000 Penalty: 3157.919678
	Iteration 16Q: 3 clusters Score -1795093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1795280.000000 Penalty: 3157.919678
	Iteration 17Q: 3 clusters Score -1795280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1795395.000000 Penalty: 3157.919678
	Iteration 18Q: 3 clusters Score -1795395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1795499.750000 Penalty: 3157.919678
	Iteration 19Q: 3 clusters Score -1795500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1795567.625000 Penalty: 3157.919678
	Iteration 20F: 3 clusters Score -1795568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1795619.375000 Penalty: 3157.919678
	Iteration 21Q: 3 clusters Score -1795619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1795644.750000 Penalty: 3157.919678
	Iteration 22Q: 3 clusters Score -1795645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1795654.500000 Penalty: 3157.919678
	Iteration 23Q: 3 clusters Score -1795654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1795657.625000 Penalty: 3157.919678
	Iteration 24Q: 3 clusters Score -1795658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1795662.375000 Penalty: 3157.919678
	Iteration 25Q: 3 clusters Score -1795662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1795665.250000 Penalty: 3157.919678
	Iteration 26Q: 3 clusters Score -1795665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1795662.625000 Penalty: 3157.919678
	Iteration 27Q: 3 clusters Score -1795663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1795665.625000 Penalty: 3157.919678
	Iteration 28Q: 3 clusters Score -1795666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1795668.500000 Penalty: 3157.919678
	Iteration 29Q: 3 clusters Score -1795668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1795673.750000 Penalty: 3157.919678
	Iteration 30Q: 3 clusters Score -1795674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1795684.750000 Penalty: 3157.919678
	Iteration 31Q: 3 clusters Score -1795685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1795683.375000 Penalty: 3157.919678
	Iteration 32Q: 3 clusters Score -1795683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1795685.375000 Penalty: 3157.919678
	Iteration 33Q: 3 clusters Score -1795685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1795685.625000 Penalty: 3157.919678
	Iteration 34Q: 3 clusters Score -1795686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1795688.875000 Penalty: 3157.919678
	Iteration 35Q: 3 clusters Score -1795689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1795689.875000 Penalty: 3157.919678
	Iteration 36Q: 3 clusters Score -1795690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1795689.875000 Penalty: 3157.919678
	Iteration 37F: 3 clusters Score -1795690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Entering Unmasked Estep 
Score: -1075910.875000 Penalty: 1511.115967
	Iteration 0F: 2 clusters Score -1075911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1068164.625000 Penalty: 3022.231934
	Iteration 0F: 3 clusters Score -1068165 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1071346.375000 Penalty: 3022.231934
	Iteration 1F: 3 clusters Score -1071346 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1072588.625000 Penalty: 3022.231934
	Iteration 2F: 3 clusters Score -1072589 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1073742.875000 Penalty: 3022.231934
	Iteration 3F: 3 clusters Score -1073743 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1074547.375000 Penalty: 3022.231934
	Iteration 4F: 3 clusters Score -1074547 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1074978.375000 Penalty: 3022.231934
	Iteration 5F: 3 clusters Score -1074978 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1075242.750000 Penalty: 3022.231934
	Iteration 6Q: 3 clusters Score -1075243 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1075434.375000 Penalty: 3022.231934
	Iteration 7Q: 3 clusters Score -1075434 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1075612.125000 Penalty: 3022.231934
	Iteration 8Q: 3 clusters Score -1075612 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1075771.375000 Penalty: 3022.231934
	Iteration 9Q: 3 clusters Score -1075771 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1075907.125000 Penalty: 3022.231934
	Iteration 10Q: 3 clusters Score -1075907 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1076024.500000 Penalty: 3022.231934
	Iteration 11Q: 3 clusters Score -1076024 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1076160.500000 Penalty: 3022.231934
	Iteration 12Q: 3 clusters Score -1076160 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1076292.125000 Penalty: 3022.231934
	Iteration 13Q: 3 clusters Score -1076292 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1076429.625000 Penalty: 3022.231934
	Iteration 14Q: 3 clusters Score -1076430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1076556.750000 Penalty: 3022.231934
	Iteration 15Q: 3 clusters Score -1076557 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1076674.625000 Penalty: 3022.231934
	Iteration 16Q: 3 clusters Score -1076675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1076740.875000 Penalty: 3022.231934
	Iteration 17Q: 3 clusters Score -1076741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1076790.375000 Penalty: 3022.231934
	Iteration 18Q: 3 clusters Score -1076790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1076813.125000 Penalty: 3022.231934
	Iteration 19Q: 3 clusters Score -1076813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1076837.625000 Penalty: 3022.231934
	Iteration 20F: 3 clusters Score -1076838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1076861.625000 Penalty: 3022.231934
	Iteration 21Q: 3 clusters Score -1076862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1076873.875000 Penalty: 3022.231934
	Iteration 22Q: 3 clusters Score -1076874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1076883.375000 Penalty: 3022.231934
	Iteration 23Q: 3 clusters Score -1076883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1076892.375000 Penalty: 3022.231934
	Iteration 24Q: 3 clusters Score -1076892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1076897.625000 Penalty: 3022.231934
	Iteration 25Q: 3 clusters Score -1076898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1076902.000000 Penalty: 3022.231934
	Iteration 26Q: 3 clusters Score -1076902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1076912.250000 Penalty: 3022.231934
	Iteration 27Q: 3 clusters Score -1076912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1076915.125000 Penalty: 3022.231934
	Iteration 28Q: 3 clusters Score -1076915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1076923.875000 Penalty: 3022.231934
	Iteration 29Q: 3 clusters Score -1076924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1076928.000000 Penalty: 3022.231934
	Iteration 30Q: 3 clusters Score -1076928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1076929.875000 Penalty: 3022.231934
	Iteration 31Q: 3 clusters Score -1076930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1076934.375000 Penalty: 3022.231934
	Iteration 32Q: 3 clusters Score -1076934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1076939.000000 Penalty: 3022.231934
	Iteration 33Q: 3 clusters Score -1076939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1076943.125000 Penalty: 3022.231934
	Iteration 34Q: 3 clusters Score -1076943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1076942.375000 Penalty: 3022.231934
	Iteration 35Q: 3 clusters Score -1076942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1076944.625000 Penalty: 3022.231934
	Iteration 36Q: 3 clusters Score -1076945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1076948.000000 Penalty: 3022.231934
	Iteration 37Q: 3 clusters Score -1076948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1076947.625000 Penalty: 3022.231934
	Iteration 38Q: 3 clusters Score -1076948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1076951.625000 Penalty: 3022.231934
	Iteration 39Q: 3 clusters Score -1076952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1076952.625000 Penalty: 3022.231934
	Iteration 40F: 3 clusters Score -1076953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1076950.750000 Penalty: 3022.231934
	Iteration 41Q: 3 clusters Score -1076951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1076951.250000 Penalty: 3022.231934
	Iteration 42Q: 3 clusters Score -1076951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1076953.750000 Penalty: 3022.231934
	Iteration 43Q: 3 clusters Score -1076954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1076953.375000 Penalty: 3022.231934
	Iteration 44Q: 3 clusters Score -1076953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1076953.375000 Penalty: 3022.231934
	Iteration 45F: 3 clusters Score -1076953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 7687 members 
Entering Unmasked Estep 
Score: -154066960.000000 Penalty: 104160.664062
Splitting cluster 25 changes total score from -154066576.000000 to -154066960.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 26 (19750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Entering Unmasked Estep 
Score: -1880435.250000 Penalty: 1607.272705
	Iteration 0F: 2 clusters Score -1880435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1867076.875000 Penalty: 3214.545410
	Iteration 0F: 3 clusters Score -1867077 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1872224.750000 Penalty: 3214.545410
	Iteration 1F: 3 clusters Score -1872225 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1872874.000000 Penalty: 3214.545410
	Iteration 2F: 3 clusters Score -1872874 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1873462.375000 Penalty: 3214.545410
	Iteration 3F: 3 clusters Score -1873462 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1874034.500000 Penalty: 3214.545410
	Iteration 4F: 3 clusters Score -1874034 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1874535.875000 Penalty: 3214.545410
	Iteration 5F: 3 clusters Score -1874536 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1874990.625000 Penalty: 3214.545410
	Iteration 6Q: 3 clusters Score -1874991 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1875407.750000 Penalty: 3214.545410
	Iteration 7Q: 3 clusters Score -1875408 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1875731.750000 Penalty: 3214.545410
	Iteration 8Q: 3 clusters Score -1875732 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1875955.500000 Penalty: 3214.545410
	Iteration 9Q: 3 clusters Score -1875956 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1876136.500000 Penalty: 3214.545410
	Iteration 10Q: 3 clusters Score -1876136 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1876280.500000 Penalty: 3214.545410
	Iteration 11Q: 3 clusters Score -1876280 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1876373.375000 Penalty: 3214.545410
	Iteration 12Q: 3 clusters Score -1876373 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1876446.625000 Penalty: 3214.545410
	Iteration 13Q: 3 clusters Score -1876447 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1876500.500000 Penalty: 3214.545410
	Iteration 14Q: 3 clusters Score -1876500 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1876549.125000 Penalty: 3214.545410
	Iteration 15Q: 3 clusters Score -1876549 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1876619.250000 Penalty: 3214.545410
	Iteration 16Q: 3 clusters Score -1876619 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1876681.375000 Penalty: 3214.545410
	Iteration 17Q: 3 clusters Score -1876681 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1876763.250000 Penalty: 3214.545410
	Iteration 18Q: 3 clusters Score -1876763 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1876859.875000 Penalty: 3214.545410
	Iteration 19Q: 3 clusters Score -1876860 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1876977.125000 Penalty: 3214.545410
	Iteration 20F: 3 clusters Score -1876977 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1877088.375000 Penalty: 3214.545410
	Iteration 21Q: 3 clusters Score -1877088 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1877217.000000 Penalty: 3214.545410
	Iteration 22Q: 3 clusters Score -1877217 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1877368.125000 Penalty: 3214.545410
	Iteration 23Q: 3 clusters Score -1877368 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1877522.750000 Penalty: 3214.545410
	Iteration 24Q: 3 clusters Score -1877523 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1877671.000000 Penalty: 3214.545410
	Iteration 25Q: 3 clusters Score -1877671 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1877833.500000 Penalty: 3214.545410
	Iteration 26Q: 3 clusters Score -1877834 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1877981.500000 Penalty: 3214.545410
	Iteration 27Q: 3 clusters Score -1877982 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1878119.375000 Penalty: 3214.545410
	Iteration 28Q: 3 clusters Score -1878119 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1878265.500000 Penalty: 3214.545410
	Iteration 29Q: 3 clusters Score -1878266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1878411.375000 Penalty: 3214.545410
	Iteration 30Q: 3 clusters Score -1878411 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1878535.625000 Penalty: 3214.545410
	Iteration 31Q: 3 clusters Score -1878536 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1878651.750000 Penalty: 3214.545410
	Iteration 32Q: 3 clusters Score -1878652 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1878745.625000 Penalty: 3214.545410
	Iteration 33Q: 3 clusters Score -1878746 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1878811.000000 Penalty: 3214.545410
	Iteration 34Q: 3 clusters Score -1878811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1878866.250000 Penalty: 3214.545410
	Iteration 35Q: 3 clusters Score -1878866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1878917.250000 Penalty: 3214.545410
	Iteration 36Q: 3 clusters Score -1878917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1878963.500000 Penalty: 3214.545410
	Iteration 37Q: 3 clusters Score -1878964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1879006.875000 Penalty: 3214.545410
	Iteration 38Q: 3 clusters Score -1879007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1879031.125000 Penalty: 3214.545410
	Iteration 39Q: 3 clusters Score -1879031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1879067.000000 Penalty: 3214.545410
	Iteration 40F: 3 clusters Score -1879067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1879094.000000 Penalty: 3214.545410
	Iteration 41Q: 3 clusters Score -1879094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1879114.375000 Penalty: 3214.545410
	Iteration 42Q: 3 clusters Score -1879114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1879132.125000 Penalty: 3214.545410
	Iteration 43Q: 3 clusters Score -1879132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1879142.875000 Penalty: 3214.545410
	Iteration 44Q: 3 clusters Score -1879143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1879147.625000 Penalty: 3214.545410
	Iteration 45Q: 3 clusters Score -1879148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1879155.250000 Penalty: 3214.545410
	Iteration 46Q: 3 clusters Score -1879155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1879162.125000 Penalty: 3214.545410
	Iteration 47Q: 3 clusters Score -1879162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1879170.125000 Penalty: 3214.545410
	Iteration 48Q: 3 clusters Score -1879170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1879177.625000 Penalty: 3214.545410
	Iteration 49Q: 3 clusters Score -1879178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1879177.000000 Penalty: 3214.545410
	Iteration 50Q: 3 clusters Score -1879177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1879183.750000 Penalty: 3214.545410
	Iteration 51Q: 3 clusters Score -1879184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1879191.125000 Penalty: 3214.545410
	Iteration 52Q: 3 clusters Score -1879191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1879195.750000 Penalty: 3214.545410
	Iteration 53Q: 3 clusters Score -1879196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1879203.625000 Penalty: 3214.545410
	Iteration 54Q: 3 clusters Score -1879204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1879208.875000 Penalty: 3214.545410
	Iteration 55Q: 3 clusters Score -1879209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1879212.625000 Penalty: 3214.545410
	Iteration 56Q: 3 clusters Score -1879213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1879221.000000 Penalty: 3214.545410
	Iteration 57Q: 3 clusters Score -1879221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1879223.000000 Penalty: 3214.545410
	Iteration 58Q: 3 clusters Score -1879223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1879225.125000 Penalty: 3214.545410
	Iteration 59Q: 3 clusters Score -1879225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1879226.250000 Penalty: 3214.545410
	Iteration 60F: 3 clusters Score -1879226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1879232.250000 Penalty: 3214.545410
	Iteration 61Q: 3 clusters Score -1879232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1879240.750000 Penalty: 3214.545410
	Iteration 62Q: 3 clusters Score -1879241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1879245.875000 Penalty: 3214.545410
	Iteration 63Q: 3 clusters Score -1879246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1879249.625000 Penalty: 3214.545410
	Iteration 64Q: 3 clusters Score -1879250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1879255.625000 Penalty: 3214.545410
	Iteration 65Q: 3 clusters Score -1879256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1879260.750000 Penalty: 3214.545410
	Iteration 66Q: 3 clusters Score -1879261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1879264.000000 Penalty: 3214.545410
	Iteration 67Q: 3 clusters Score -1879264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1879267.750000 Penalty: 3214.545410
	Iteration 68Q: 3 clusters Score -1879268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1879271.250000 Penalty: 3214.545410
	Iteration 69Q: 3 clusters Score -1879271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1879272.500000 Penalty: 3214.545410
	Iteration 70Q: 3 clusters Score -1879272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1879274.375000 Penalty: 3214.545410
	Iteration 71Q: 3 clusters Score -1879274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1879273.125000 Penalty: 3214.545410
	Iteration 72Q: 3 clusters Score -1879273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1879273.000000 Penalty: 3214.545410
	Iteration 73Q: 3 clusters Score -1879273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1879273.750000 Penalty: 3214.545410
	Iteration 74Q: 3 clusters Score -1879274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1879273.250000 Penalty: 3214.545410
	Iteration 75Q: 3 clusters Score -1879273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1879274.500000 Penalty: 3214.545410
	Iteration 76Q: 3 clusters Score -1879274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1879275.750000 Penalty: 3214.545410
	Iteration 77Q: 3 clusters Score -1879276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1879274.875000 Penalty: 3214.545410
	Iteration 78Q: 3 clusters Score -1879275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1879274.875000 Penalty: 3214.545410
	Iteration 79F: 3 clusters Score -1879275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -773070.000000 Penalty: 1444.736450
	Iteration 0F: 2 clusters Score -773070 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 3695 members 
Entering Unmasked Estep 
Score: -767725.125000 Penalty: 2889.472900
	Iteration 0F: 3 clusters Score -767725.1 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -769363.687500 Penalty: 2889.472900
	Iteration 1F: 3 clusters Score -769363.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -769614.187500 Penalty: 2889.472900
	Iteration 2F: 3 clusters Score -769614.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -769781.500000 Penalty: 2889.472900
	Iteration 3F: 3 clusters Score -769781.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -769935.562500 Penalty: 2889.472900
	Iteration 4Q: 3 clusters Score -769935.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -770099.812500 Penalty: 2889.472900
	Iteration 5Q: 3 clusters Score -770099.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -770288.500000 Penalty: 2889.472900
	Iteration 6Q: 3 clusters Score -770288.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -770552.000000 Penalty: 2889.472900
	Iteration 7Q: 3 clusters Score -770552 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -770882.812500 Penalty: 2889.472900
	Iteration 8F: 3 clusters Score -770882.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -771215.562500 Penalty: 2889.472900
	Iteration 9F: 3 clusters Score -771215.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -771491.062500 Penalty: 2889.472900
	Iteration 10Q: 3 clusters Score -771491.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -771652.312500 Penalty: 2889.472900
	Iteration 11Q: 3 clusters Score -771652.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -771772.000000 Penalty: 2889.472900
	Iteration 12Q: 3 clusters Score -771772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -771833.187500 Penalty: 2889.472900
	Iteration 13Q: 3 clusters Score -771833.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -771868.500000 Penalty: 2889.472900
	Iteration 14Q: 3 clusters Score -771868.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -771896.437500 Penalty: 2889.472900
	Iteration 15Q: 3 clusters Score -771896.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -771912.000000 Penalty: 2889.472900
	Iteration 16Q: 3 clusters Score -771912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -771922.312500 Penalty: 2889.472900
	Iteration 17Q: 3 clusters Score -771922.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -771933.125000 Penalty: 2889.472900
	Iteration 18Q: 3 clusters Score -771933.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -771941.250000 Penalty: 2889.472900
	Iteration 19Q: 3 clusters Score -771941.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -771961.000000 Penalty: 2889.472900
	Iteration 20F: 3 clusters Score -771961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -771980.437500 Penalty: 2889.472900
	Iteration 21Q: 3 clusters Score -771980.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -772010.625000 Penalty: 2889.472900
	Iteration 22Q: 3 clusters Score -772010.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -772032.187500 Penalty: 2889.472900
	Iteration 23Q: 3 clusters Score -772032.2 nChanged 36
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: -772051.062500 Penalty: 2889.472900
	Iteration 24Q: 3 clusters Score -772051.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -772073.187500 Penalty: 2889.472900
	Iteration 25Q: 3 clusters Score -772073.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -772101.875000 Penalty: 2889.472900
	Iteration 26Q: 3 clusters Score -772101.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -772136.625000 Penalty: 2889.472900
	Iteration 27Q: 3 clusters Score -772136.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -772178.125000 Penalty: 2889.472900
	Iteration 28Q: 3 clusters Score -772178.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -772218.500000 Penalty: 2889.472900
	Iteration 29Q: 3 clusters Score -772218.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -772269.375000 Penalty: 2889.472900
	Iteration 30Q: 3 clusters Score -772269.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -772314.312500 Penalty: 2889.472900
	Iteration 31Q: 3 clusters Score -772314.3 nChanged 53
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: -772347.437500 Penalty: 2889.472900
	Iteration 32Q: 3 clusters Score -772347.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -772360.375000 Penalty: 2889.472900
	Iteration 33Q: 3 clusters Score -772360.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -772377.125000 Penalty: 2889.472900
	Iteration 34Q: 3 clusters Score -772377.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -772387.687500 Penalty: 2889.472900
	Iteration 35Q: 3 clusters Score -772387.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -772398.437500 Penalty: 2889.472900
	Iteration 36Q: 3 clusters Score -772398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -772412.937500 Penalty: 2889.472900
	Iteration 37Q: 3 clusters Score -772412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -772421.125000 Penalty: 2889.472900
	Iteration 38Q: 3 clusters Score -772421.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -772429.812500 Penalty: 2889.472900
	Iteration 39Q: 3 clusters Score -772429.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -772463.062500 Penalty: 2889.472900
	Iteration 40F: 3 clusters Score -772463.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -772496.375000 Penalty: 2889.472900
	Iteration 41Q: 3 clusters Score -772496.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -772517.562500 Penalty: 2889.472900
	Iteration 42Q: 3 clusters Score -772517.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -772533.250000 Penalty: 2889.472900
	Iteration 43Q: 3 clusters Score -772533.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -772544.687500 Penalty: 2889.472900
	Iteration 44Q: 3 clusters Score -772544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -772551.562500 Penalty: 2889.472900
	Iteration 45Q: 3 clusters Score -772551.6 nChanged 12
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: -772553.687500 Penalty: 2889.472900
	Iteration 46Q: 3 clusters Score -772553.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -772555.750000 Penalty: 2889.472900
	Iteration 47Q: 3 clusters Score -772555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -772557.500000 Penalty: 2889.472900
	Iteration 48Q: 3 clusters Score -772557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -772561.375000 Penalty: 2889.472900
	Iteration 49Q: 3 clusters Score -772561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -772563.750000 Penalty: 2889.472900
	Iteration 50Q: 3 clusters Score -772563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -772563.625000 Penalty: 2889.472900
	Iteration 51Q: 3 clusters Score -772563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -772564.562500 Penalty: 2889.472900
	Iteration 52Q: 3 clusters Score -772564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -772564.750000 Penalty: 2889.472900
	Iteration 53Q: 3 clusters Score -772564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -772564.375000 Penalty: 2889.472900
	Iteration 54Q: 3 clusters Score -772564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -772565.812500 Penalty: 2889.472900
	Iteration 55Q: 3 clusters Score -772565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -772566.187500 Penalty: 2889.472900
	Iteration 56Q: 3 clusters Score -772566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -772566.625000 Penalty: 2889.472900
	Iteration 57Q: 3 clusters Score -772566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -772566.625000 Penalty: 2889.472900
	Iteration 58F: 3 clusters Score -772566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Entering Unmasked Estep 
Score: -3106726.750000 Penalty: 1674.966309
	Iteration 0F: 2 clusters Score -3106727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3086702.500000 Penalty: 3349.932617
	Iteration 0F: 3 clusters Score -3086702 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3094326.500000 Penalty: 3349.932617
	Iteration 1F: 3 clusters Score -3094326 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3094939.750000 Penalty: 3349.932617
	Iteration 2F: 3 clusters Score -3094940 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3095725.250000 Penalty: 3349.932617
	Iteration 3F: 3 clusters Score -3095725 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3096713.000000 Penalty: 3349.932617
	Iteration 4F: 3 clusters Score -3096713 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3097890.000000 Penalty: 3349.932617
	Iteration 5F: 3 clusters Score -3097890 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3099116.250000 Penalty: 3349.932617
	Iteration 6F: 3 clusters Score -3099116 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3100418.750000 Penalty: 3349.932617
	Iteration 7F: 3 clusters Score -3100419 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3101770.000000 Penalty: 3349.932617
	Iteration 8Q: 3 clusters Score -3101770 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3102960.250000 Penalty: 3349.932617
	Iteration 9Q: 3 clusters Score -3102960 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3103761.000000 Penalty: 3349.932617
	Iteration 10Q: 3 clusters Score -3103761 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3104151.750000 Penalty: 3349.932617
	Iteration 11Q: 3 clusters Score -3104152 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3104347.750000 Penalty: 3349.932617
	Iteration 12Q: 3 clusters Score -3104348 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3104481.500000 Penalty: 3349.932617
	Iteration 13Q: 3 clusters Score -3104482 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3104590.000000 Penalty: 3349.932617
	Iteration 14Q: 3 clusters Score -3104590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3104653.500000 Penalty: 3349.932617
	Iteration 15Q: 3 clusters Score -3104654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3104706.500000 Penalty: 3349.932617
	Iteration 16Q: 3 clusters Score -3104706 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3104779.500000 Penalty: 3349.932617
	Iteration 17Q: 3 clusters Score -3104780 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3104822.250000 Penalty: 3349.932617
	Iteration 18Q: 3 clusters Score -3104822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3104863.000000 Penalty: 3349.932617
	Iteration 19Q: 3 clusters Score -3104863 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3104898.000000 Penalty: 3349.932617
	Iteration 20F: 3 clusters Score -3104898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3104926.250000 Penalty: 3349.932617
	Iteration 21Q: 3 clusters Score -3104926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3104942.250000 Penalty: 3349.932617
	Iteration 22Q: 3 clusters Score -3104942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3104964.000000 Penalty: 3349.932617
	Iteration 23Q: 3 clusters Score -3104964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3104985.250000 Penalty: 3349.932617
	Iteration 24Q: 3 clusters Score -3104985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3105017.750000 Penalty: 3349.932617
	Iteration 25Q: 3 clusters Score -3105018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3105035.750000 Penalty: 3349.932617
	Iteration 26Q: 3 clusters Score -3105036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3105064.750000 Penalty: 3349.932617
	Iteration 27Q: 3 clusters Score -3105065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3105089.000000 Penalty: 3349.932617
	Iteration 28Q: 3 clusters Score -3105089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3105119.250000 Penalty: 3349.932617
	Iteration 29Q: 3 clusters Score -3105119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3105135.250000 Penalty: 3349.932617
	Iteration 30Q: 3 clusters Score -3105135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3105147.000000 Penalty: 3349.932617
	Iteration 31Q: 3 clusters Score -3105147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3105166.250000 Penalty: 3349.932617
	Iteration 32Q: 3 clusters Score -3105166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3105184.000000 Penalty: 3349.932617
	Iteration 33Q: 3 clusters Score -3105184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3105217.000000 Penalty: 3349.932617
	Iteration 34Q: 3 clusters Score -3105217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3105250.500000 Penalty: 3349.932617
	Iteration 35Q: 3 clusters Score -3105250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3105269.000000 Penalty: 3349.932617
	Iteration 36Q: 3 clusters Score -3105269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3105296.000000 Penalty: 3349.932617
	Iteration 37Q: 3 clusters Score -3105296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3105315.000000 Penalty: 3349.932617
	Iteration 38Q: 3 clusters Score -3105315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3105318.500000 Penalty: 3349.932617
	Iteration 39Q: 3 clusters Score -3105318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3105330.500000 Penalty: 3349.932617
	Iteration 40F: 3 clusters Score -3105330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3105348.250000 Penalty: 3349.932617
	Iteration 41Q: 3 clusters Score -3105348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3105356.500000 Penalty: 3349.932617
	Iteration 42Q: 3 clusters Score -3105356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3105361.250000 Penalty: 3349.932617
	Iteration 43Q: 3 clusters Score -3105361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3105364.000000 Penalty: 3349.932617
	Iteration 44Q: 3 clusters Score -3105364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3105371.750000 Penalty: 3349.932617
	Iteration 45Q: 3 clusters Score -3105372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3105377.750000 Penalty: 3349.932617
	Iteration 46Q: 3 clusters Score -3105378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3105387.250000 Penalty: 3349.932617
	Iteration 47Q: 3 clusters Score -3105387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3105387.000000 Penalty: 3349.932617
	Iteration 48Q: 3 clusters Score -3105387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3105391.000000 Penalty: 3349.932617
	Iteration 49Q: 3 clusters Score -3105391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3105399.000000 Penalty: 3349.932617
	Iteration 50Q: 3 clusters Score -3105399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3105403.500000 Penalty: 3349.932617
	Iteration 51Q: 3 clusters Score -3105404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3105405.250000 Penalty: 3349.932617
	Iteration 52Q: 3 clusters Score -3105405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3105407.000000 Penalty: 3349.932617
	Iteration 53Q: 3 clusters Score -3105407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3105410.250000 Penalty: 3349.932617
	Iteration 54Q: 3 clusters Score -3105410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3105408.000000 Penalty: 3349.932617
	Iteration 55Q: 3 clusters Score -3105408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3105415.750000 Penalty: 3349.932617
	Iteration 56Q: 3 clusters Score -3105416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3105408.500000 Penalty: 3349.932617
	Iteration 57Q: 3 clusters Score -3105408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3105410.250000 Penalty: 3349.932617
	Iteration 58Q: 3 clusters Score -3105410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3105416.750000 Penalty: 3349.932617
	Iteration 59Q: 3 clusters Score -3105417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3105419.500000 Penalty: 3349.932617
	Iteration 60F: 3 clusters Score -3105420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3105427.750000 Penalty: 3349.932617
	Iteration 61Q: 3 clusters Score -3105428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3105426.000000 Penalty: 3349.932617
	Iteration 62Q: 3 clusters Score -3105426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3105429.250000 Penalty: 3349.932617
	Iteration 63Q: 3 clusters Score -3105429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3105430.500000 Penalty: 3349.932617
	Iteration 64Q: 3 clusters Score -3105430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3105439.250000 Penalty: 3349.932617
	Iteration 65Q: 3 clusters Score -3105439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3105437.750000 Penalty: 3349.932617
	Iteration 66Q: 3 clusters Score -3105438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3105434.000000 Penalty: 3349.932617
	Iteration 67Q: 3 clusters Score -3105434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3105440.500000 Penalty: 3349.932617
	Iteration 68Q: 3 clusters Score -3105440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3105445.500000 Penalty: 3349.932617
	Iteration 69Q: 3 clusters Score -3105446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3105441.000000 Penalty: 3349.932617
	Iteration 70Q: 3 clusters Score -3105441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3105444.000000 Penalty: 3349.932617
	Iteration 71Q: 3 clusters Score -3105444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3105453.250000 Penalty: 3349.932617
	Iteration 72Q: 3 clusters Score -3105453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3105453.250000 Penalty: 3349.932617
	Iteration 73Q: 3 clusters Score -3105453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3105454.000000 Penalty: 3349.932617
	Iteration 74Q: 3 clusters Score -3105454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3105460.500000 Penalty: 3349.932617
	Iteration 75Q: 3 clusters Score -3105460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -3105460.500000 Penalty: 3349.932617
	Iteration 76Q: 3 clusters Score -3105460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3105465.750000 Penalty: 3349.932617
	Iteration 77Q: 3 clusters Score -3105466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3105469.000000 Penalty: 3349.932617
	Iteration 78Q: 3 clusters Score -3105469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3105475.000000 Penalty: 3349.932617
	Iteration 79Q: 3 clusters Score -3105475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3105477.500000 Penalty: 3349.932617
	Iteration 80F: 3 clusters Score -3105478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3105480.250000 Penalty: 3349.932617
	Iteration 81Q: 3 clusters Score -3105480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3105482.250000 Penalty: 3349.932617
	Iteration 82Q: 3 clusters Score -3105482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3105489.250000 Penalty: 3349.932617
	Iteration 83Q: 3 clusters Score -3105489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3105496.750000 Penalty: 3349.932617
	Iteration 84Q: 3 clusters Score -3105497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -3105506.500000 Penalty: 3349.932617
	Iteration 85Q: 3 clusters Score -3105506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3105508.000000 Penalty: 3349.932617
	Iteration 86Q: 3 clusters Score -3105508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3105509.250000 Penalty: 3349.932617
	Iteration 87Q: 3 clusters Score -3105509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3105511.750000 Penalty: 3349.932617
	Iteration 88Q: 3 clusters Score -3105512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3105509.000000 Penalty: 3349.932617
	Iteration 89Q: 3 clusters Score -3105509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3105514.750000 Penalty: 3349.932617
	Iteration 90Q: 3 clusters Score -3105515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3105511.000000 Penalty: 3349.932617
	Iteration 91Q: 3 clusters Score -3105511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3105514.250000 Penalty: 3349.932617
	Iteration 92Q: 3 clusters Score -3105514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3105515.000000 Penalty: 3349.932617
	Iteration 93Q: 3 clusters Score -3105515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3105512.750000 Penalty: 3349.932617
	Iteration 94Q: 3 clusters Score -3105513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3105512.750000 Penalty: 3349.932617
	Iteration 95F: 3 clusters Score -3105513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (104372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Entering Unmasked Estep 
Score: -10953934.000000 Penalty: 1877.803955
	Iteration 0F: 2 clusters Score -1.095393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -10884132.000000 Penalty: 3755.607910
	Iteration 0F: 3 clusters Score -1.088413e+07 nChanged 50008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -10914136.000000 Penalty: 3755.607910
	Iteration 1F: 3 clusters Score -1.091414e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -10915264.000000 Penalty: 3755.607910
	Iteration 2Q: 3 clusters Score -1.091526e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -10916873.000000 Penalty: 3755.607910
	Iteration 3Q: 3 clusters Score -1.091687e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -10918975.000000 Penalty: 3755.607910
	Iteration 4Q: 3 clusters Score -1.091898e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -10922057.000000 Penalty: 3755.607910
	Iteration 5F: 3 clusters Score -1.092206e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -10926247.000000 Penalty: 3755.607910
	Iteration 6F: 3 clusters Score -1.092625e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -10931151.000000 Penalty: 3755.607910
	Iteration 7F: 3 clusters Score -1.093115e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -10935924.000000 Penalty: 3755.607910
	Iteration 8F: 3 clusters Score -1.093592e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -10939980.000000 Penalty: 3755.607910
	Iteration 9F: 3 clusters Score -1.093998e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -10943087.000000 Penalty: 3755.607910
	Iteration 10Q: 3 clusters Score -1.094309e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -10945491.000000 Penalty: 3755.607910
	Iteration 11Q: 3 clusters Score -1.094549e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -10947385.000000 Penalty: 3755.607910
	Iteration 12Q: 3 clusters Score -1.094738e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10948975.000000 Penalty: 3755.607910
	Iteration 13Q: 3 clusters Score -1.094898e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -10950264.000000 Penalty: 3755.607910
	Iteration 14Q: 3 clusters Score -1.095026e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10951278.000000 Penalty: 3755.607910
	Iteration 15Q: 3 clusters Score -1.095128e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10951930.000000 Penalty: 3755.607910
	Iteration 16Q: 3 clusters Score -1.095193e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10952349.000000 Penalty: 3755.607910
	Iteration 17Q: 3 clusters Score -1.095235e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103049 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10952581.000000 Penalty: 3755.607910
	Iteration 18Q: 3 clusters Score -1.095258e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10952733.000000 Penalty: 3755.607910
	Iteration 19Q: 3 clusters Score -1.095273e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10952831.000000 Penalty: 3755.607910
	Iteration 20F: 3 clusters Score -1.095283e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10952934.000000 Penalty: 3755.607910
	Iteration 21Q: 3 clusters Score -1.095293e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10953011.000000 Penalty: 3755.607910
	Iteration 22Q: 3 clusters Score -1.095301e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10953075.000000 Penalty: 3755.607910
	Iteration 23Q: 3 clusters Score -1.095308e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10953109.000000 Penalty: 3755.607910
	Iteration 24Q: 3 clusters Score -1.095311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10953134.000000 Penalty: 3755.607910
	Iteration 25Q: 3 clusters Score -1.095313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10953143.000000 Penalty: 3755.607910
	Iteration 26Q: 3 clusters Score -1.095314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10953157.000000 Penalty: 3755.607910
	Iteration 27Q: 3 clusters Score -1.095316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10953173.000000 Penalty: 3755.607910
	Iteration 28Q: 3 clusters Score -1.095317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10953193.000000 Penalty: 3755.607910
	Iteration 29Q: 3 clusters Score -1.095319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10953187.000000 Penalty: 3755.607910
	Iteration 30Q: 3 clusters Score -1.095319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10953194.000000 Penalty: 3755.607910
	Iteration 31Q: 3 clusters Score -1.095319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10953193.000000 Penalty: 3755.607910
	Iteration 32Q: 3 clusters Score -1.095319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10953195.000000 Penalty: 3755.607910
	Iteration 33Q: 3 clusters Score -1.09532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10953204.000000 Penalty: 3755.607910
	Iteration 34Q: 3 clusters Score -1.09532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10953199.000000 Penalty: 3755.607910
	Iteration 35Q: 3 clusters Score -1.09532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10953196.000000 Penalty: 3755.607910
	Iteration 36Q: 3 clusters Score -1.09532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10953189.000000 Penalty: 3755.607910
	Iteration 37Q: 3 clusters Score -1.095319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10953189.000000 Penalty: 3755.607910
	Iteration 38F: 3 clusters Score -1.095319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Entering Unmasked Estep 
Score: -2858443.250000 Penalty: 1674.966309
	Iteration 0F: 2 clusters Score -2858443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2838244.750000 Penalty: 3349.932617
	Iteration 0F: 3 clusters Score -2838245 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2846800.750000 Penalty: 3349.932617
	Iteration 1F: 3 clusters Score -2846801 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2848012.250000 Penalty: 3349.932617
	Iteration 2F: 3 clusters Score -2848012 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2849142.000000 Penalty: 3349.932617
	Iteration 3F: 3 clusters Score -2849142 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2850141.500000 Penalty: 3349.932617
	Iteration 4F: 3 clusters Score -2850142 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2850957.500000 Penalty: 3349.932617
	Iteration 5F: 3 clusters Score -2850958 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2851649.500000 Penalty: 3349.932617
	Iteration 6Q: 3 clusters Score -2851650 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2852246.750000 Penalty: 3349.932617
	Iteration 7Q: 3 clusters Score -2852247 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2852745.250000 Penalty: 3349.932617
	Iteration 8Q: 3 clusters Score -2852745 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2853217.750000 Penalty: 3349.932617
	Iteration 9Q: 3 clusters Score -2853218 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2853675.500000 Penalty: 3349.932617
	Iteration 10Q: 3 clusters Score -2853676 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2854103.750000 Penalty: 3349.932617
	Iteration 11Q: 3 clusters Score -2854104 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2854524.250000 Penalty: 3349.932617
	Iteration 12Q: 3 clusters Score -2854524 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2854931.250000 Penalty: 3349.932617
	Iteration 13Q: 3 clusters Score -2854931 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2855333.500000 Penalty: 3349.932617
	Iteration 14Q: 3 clusters Score -2855334 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2855686.250000 Penalty: 3349.932617
	Iteration 15Q: 3 clusters Score -2855686 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2856043.250000 Penalty: 3349.932617
	Iteration 16Q: 3 clusters Score -2856043 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2856376.500000 Penalty: 3349.932617
	Iteration 17Q: 3 clusters Score -2856376 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2856686.250000 Penalty: 3349.932617
	Iteration 18Q: 3 clusters Score -2856686 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2856960.500000 Penalty: 3349.932617
	Iteration 19Q: 3 clusters Score -2856960 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2857278.750000 Penalty: 3349.932617
	Iteration 20F: 3 clusters Score -2857279 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2857514.250000 Penalty: 3349.932617
	Iteration 21Q: 3 clusters Score -2857514 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2857616.750000 Penalty: 3349.932617
	Iteration 22Q: 3 clusters Score -2857617 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2857683.000000 Penalty: 3349.932617
	Iteration 23Q: 3 clusters Score -2857683 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2857747.500000 Penalty: 3349.932617
	Iteration 24Q: 3 clusters Score -2857748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2857781.750000 Penalty: 3349.932617
	Iteration 25Q: 3 clusters Score -2857782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2857813.250000 Penalty: 3349.932617
	Iteration 26Q: 3 clusters Score -2857813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2857838.250000 Penalty: 3349.932617
	Iteration 27Q: 3 clusters Score -2857838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2857861.250000 Penalty: 3349.932617
	Iteration 28Q: 3 clusters Score -2857861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2857873.250000 Penalty: 3349.932617
	Iteration 29Q: 3 clusters Score -2857873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2857885.000000 Penalty: 3349.932617
	Iteration 30Q: 3 clusters Score -2857885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2857900.250000 Penalty: 3349.932617
	Iteration 31Q: 3 clusters Score -2857900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2857903.250000 Penalty: 3349.932617
	Iteration 32Q: 3 clusters Score -2857903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2857912.250000 Penalty: 3349.932617
	Iteration 33Q: 3 clusters Score -2857912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2857918.000000 Penalty: 3349.932617
	Iteration 34Q: 3 clusters Score -2857918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2857917.750000 Penalty: 3349.932617
	Iteration 35Q: 3 clusters Score -2857918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2857925.500000 Penalty: 3349.932617
	Iteration 36Q: 3 clusters Score -2857926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2857923.750000 Penalty: 3349.932617
	Iteration 37Q: 3 clusters Score -2857924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2857925.500000 Penalty: 3349.932617
	Iteration 38Q: 3 clusters Score -2857926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2857924.000000 Penalty: 3349.932617
	Iteration 39Q: 3 clusters Score -2857924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2857921.000000 Penalty: 3349.932617
	Iteration 40F: 3 clusters Score -2857921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2857920.750000 Penalty: 3349.932617
	Iteration 41Q: 3 clusters Score -2857921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2857919.750000 Penalty: 3349.932617
	Iteration 42Q: 3 clusters Score -2857920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2857922.250000 Penalty: 3349.932617
	Iteration 43Q: 3 clusters Score -2857922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2857922.250000 Penalty: 3349.932617
	Iteration 44F: 3 clusters Score -2857922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Entering Unmasked Estep 
Score: -890020.250000 Penalty: 1485.131958
	Iteration 0F: 2 clusters Score -890020.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -883364.750000 Penalty: 2970.263916
	Iteration 0F: 3 clusters Score -883364.8 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -885826.937500 Penalty: 2970.263916
	Iteration 1F: 3 clusters Score -885826.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -886286.062500 Penalty: 2970.263916
	Iteration 2F: 3 clusters Score -886286.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -886791.125000 Penalty: 2970.263916
	Iteration 3F: 3 clusters Score -886791.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -887430.187500 Penalty: 2970.263916
	Iteration 4F: 3 clusters Score -887430.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -888153.937500 Penalty: 2970.263916
	Iteration 5F: 3 clusters Score -888153.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -888781.062500 Penalty: 2970.263916
	Iteration 6F: 3 clusters Score -888781.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -889181.750000 Penalty: 2970.263916
	Iteration 7F: 3 clusters Score -889181.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -889377.187500 Penalty: 2970.263916
	Iteration 8Q: 3 clusters Score -889377.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -889501.375000 Penalty: 2970.263916
	Iteration 9Q: 3 clusters Score -889501.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -889580.937500 Penalty: 2970.263916
	Iteration 10Q: 3 clusters Score -889580.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -889631.562500 Penalty: 2970.263916
	Iteration 11Q: 3 clusters Score -889631.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -889678.187500 Penalty: 2970.263916
	Iteration 12Q: 3 clusters Score -889678.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -889714.312500 Penalty: 2970.263916
	Iteration 13Q: 3 clusters Score -889714.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -889741.625000 Penalty: 2970.263916
	Iteration 14Q: 3 clusters Score -889741.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -889766.250000 Penalty: 2970.263916
	Iteration 15Q: 3 clusters Score -889766.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -889793.250000 Penalty: 2970.263916
	Iteration 16Q: 3 clusters Score -889793.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -889818.187500 Penalty: 2970.263916
	Iteration 17Q: 3 clusters Score -889818.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -889840.437500 Penalty: 2970.263916
	Iteration 18Q: 3 clusters Score -889840.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -889865.562500 Penalty: 2970.263916
	Iteration 19Q: 3 clusters Score -889865.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -889898.312500 Penalty: 2970.263916
	Iteration 20F: 3 clusters Score -889898.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -889926.750000 Penalty: 2970.263916
	Iteration 21Q: 3 clusters Score -889926.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -889949.125000 Penalty: 2970.263916
	Iteration 22Q: 3 clusters Score -889949.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -889970.312500 Penalty: 2970.263916
	Iteration 23Q: 3 clusters Score -889970.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -889982.500000 Penalty: 2970.263916
	Iteration 24Q: 3 clusters Score -889982.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -889997.750000 Penalty: 2970.263916
	Iteration 25Q: 3 clusters Score -889997.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -890015.000000 Penalty: 2970.263916
	Iteration 26Q: 3 clusters Score -890015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -890029.062500 Penalty: 2970.263916
	Iteration 27Q: 3 clusters Score -890029.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -890042.687500 Penalty: 2970.263916
	Iteration 28Q: 3 clusters Score -890042.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -890058.937500 Penalty: 2970.263916
	Iteration 29Q: 3 clusters Score -890058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -890074.000000 Penalty: 2970.263916
	Iteration 30Q: 3 clusters Score -890074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -890080.125000 Penalty: 2970.263916
	Iteration 31Q: 3 clusters Score -890080.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -890088.562500 Penalty: 2970.263916
	Iteration 32Q: 3 clusters Score -890088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -890090.375000 Penalty: 2970.263916
	Iteration 33Q: 3 clusters Score -890090.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -890097.562500 Penalty: 2970.263916
	Iteration 34Q: 3 clusters Score -890097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -890103.687500 Penalty: 2970.263916
	Iteration 35Q: 3 clusters Score -890103.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -890110.812500 Penalty: 2970.263916
	Iteration 36Q: 3 clusters Score -890110.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -890113.625000 Penalty: 2970.263916
	Iteration 37Q: 3 clusters Score -890113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -890115.437500 Penalty: 2970.263916
	Iteration 38Q: 3 clusters Score -890115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -890118.000000 Penalty: 2970.263916
	Iteration 39Q: 3 clusters Score -890118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -890119.687500 Penalty: 2970.263916
	Iteration 40F: 3 clusters Score -890119.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -890122.187500 Penalty: 2970.263916
	Iteration 41Q: 3 clusters Score -890122.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -890126.687500 Penalty: 2970.263916
	Iteration 42Q: 3 clusters Score -890126.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -890128.687500 Penalty: 2970.263916
	Iteration 43Q: 3 clusters Score -890128.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -890134.562500 Penalty: 2970.263916
	Iteration 44Q: 3 clusters Score -890134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -890137.000000 Penalty: 2970.263916
	Iteration 45Q: 3 clusters Score -890137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -890142.687500 Penalty: 2970.263916
	Iteration 46Q: 3 clusters Score -890142.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -890147.812500 Penalty: 2970.263916
	Iteration 47Q: 3 clusters Score -890147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -890149.250000 Penalty: 2970.263916
	Iteration 48Q: 3 clusters Score -890149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -890150.562500 Penalty: 2970.263916
	Iteration 49Q: 3 clusters Score -890150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -890154.250000 Penalty: 2970.263916
	Iteration 50Q: 3 clusters Score -890154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -890154.625000 Penalty: 2970.263916
	Iteration 51Q: 3 clusters Score -890154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -890155.250000 Penalty: 2970.263916
	Iteration 52Q: 3 clusters Score -890155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -890155.375000 Penalty: 2970.263916
	Iteration 53Q: 3 clusters Score -890155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -890157.750000 Penalty: 2970.263916
	Iteration 54Q: 3 clusters Score -890157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -890160.187500 Penalty: 2970.263916
	Iteration 55Q: 3 clusters Score -890160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -890161.750000 Penalty: 2970.263916
	Iteration 56Q: 3 clusters Score -890161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -890164.937500 Penalty: 2970.263916
	Iteration 57Q: 3 clusters Score -890164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -890164.625000 Penalty: 2970.263916
	Iteration 58Q: 3 clusters Score -890164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -890162.750000 Penalty: 2970.263916
	Iteration 59Q: 3 clusters Score -890162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -890162.750000 Penalty: 2970.263916
	Iteration 60F: 3 clusters Score -890162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 7687 members 
Mstep: Class 46 contains 8207 members 
Entering Unmasked Estep 
Score: -154066176.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154066576.000000 to -154066176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -273315.312500 Penalty: 1285.709229
	Iteration 0F: 2 clusters Score -273315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270730.468750 Penalty: 2571.418457
	Iteration 0F: 3 clusters Score -270730.5 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -271398.500000 Penalty: 2571.418457
	Iteration 1F: 3 clusters Score -271398.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -271651.781250 Penalty: 2571.418457
	Iteration 2F: 3 clusters Score -271651.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -271830.843750 Penalty: 2571.418457
	Iteration 3F: 3 clusters Score -271830.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -271976.000000 Penalty: 2571.418457
	Iteration 4F: 3 clusters Score -271976 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -272099.812500 Penalty: 2571.418457
	Iteration 5F: 3 clusters Score -272099.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -272172.531250 Penalty: 2571.418457
	Iteration 6Q: 3 clusters Score -272172.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -272227.281250 Penalty: 2571.418457
	Iteration 7Q: 3 clusters Score -272227.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -272247.125000 Penalty: 2571.418457
	Iteration 8Q: 3 clusters Score -272247.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -272262.187500 Penalty: 2571.418457
	Iteration 9Q: 3 clusters Score -272262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -272273.937500 Penalty: 2571.418457
	Iteration 10Q: 3 clusters Score -272273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -272283.406250 Penalty: 2571.418457
	Iteration 11Q: 3 clusters Score -272283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -272289.531250 Penalty: 2571.418457
	Iteration 12Q: 3 clusters Score -272289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -272299.031250 Penalty: 2571.418457
	Iteration 13Q: 3 clusters Score -272299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -272310.125000 Penalty: 2571.418457
	Iteration 14Q: 3 clusters Score -272310.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -272318.000000 Penalty: 2571.418457
	Iteration 15Q: 3 clusters Score -272318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -272324.031250 Penalty: 2571.418457
	Iteration 16Q: 3 clusters Score -272324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -272329.218750 Penalty: 2571.418457
	Iteration 17Q: 3 clusters Score -272329.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -272333.375000 Penalty: 2571.418457
	Iteration 18Q: 3 clusters Score -272333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -272336.250000 Penalty: 2571.418457
	Iteration 19Q: 3 clusters Score -272336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -272341.531250 Penalty: 2571.418457
	Iteration 20F: 3 clusters Score -272341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -272343.750000 Penalty: 2571.418457
	Iteration 21Q: 3 clusters Score -272343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -272348.375000 Penalty: 2571.418457
	Iteration 22Q: 3 clusters Score -272348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -272350.687500 Penalty: 2571.418457
	Iteration 23Q: 3 clusters Score -272350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -272352.218750 Penalty: 2571.418457
	Iteration 24Q: 3 clusters Score -272352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -272353.156250 Penalty: 2571.418457
	Iteration 25Q: 3 clusters Score -272353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -272354.437500 Penalty: 2571.418457
	Iteration 26Q: 3 clusters Score -272354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -272357.281250 Penalty: 2571.418457
	Iteration 27Q: 3 clusters Score -272357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -272359.437500 Penalty: 2571.418457
	Iteration 28Q: 3 clusters Score -272359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -272361.187500 Penalty: 2571.418457
	Iteration 29Q: 3 clusters Score -272361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -272363.343750 Penalty: 2571.418457
	Iteration 30Q: 3 clusters Score -272363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -272364.687500 Penalty: 2571.418457
	Iteration 31Q: 3 clusters Score -272364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -272366.156250 Penalty: 2571.418457
	Iteration 32Q: 3 clusters Score -272366.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -272366.156250 Penalty: 2571.418457
	Iteration 33F: 3 clusters Score -272366.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -481699.437500 Penalty: 1378.220703
	Iteration 0F: 2 clusters Score -481699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -477793.906250 Penalty: 2756.441406
	Iteration 0F: 3 clusters Score -477793.9 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -478878.843750 Penalty: 2756.441406
	Iteration 1F: 3 clusters Score -478878.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -479125.031250 Penalty: 2756.441406
	Iteration 2F: 3 clusters Score -479125 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -479335.343750 Penalty: 2756.441406
	Iteration 3F: 3 clusters Score -479335.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -479568.343750 Penalty: 2756.441406
	Iteration 4F: 3 clusters Score -479568.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -479844.343750 Penalty: 2756.441406
	Iteration 5F: 3 clusters Score -479844.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -480106.781250 Penalty: 2756.441406
	Iteration 6F: 3 clusters Score -480106.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -480358.937500 Penalty: 2756.441406
	Iteration 7Q: 3 clusters Score -480358.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -480623.500000 Penalty: 2756.441406
	Iteration 8Q: 3 clusters Score -480623.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -480798.718750 Penalty: 2756.441406
	Iteration 9Q: 3 clusters Score -480798.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -480929.843750 Penalty: 2756.441406
	Iteration 10Q: 3 clusters Score -480929.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -481028.468750 Penalty: 2756.441406
	Iteration 11Q: 3 clusters Score -481028.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -481111.156250 Penalty: 2756.441406
	Iteration 12Q: 3 clusters Score -481111.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -481173.187500 Penalty: 2756.441406
	Iteration 13Q: 3 clusters Score -481173.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -481221.000000 Penalty: 2756.441406
	Iteration 14Q: 3 clusters Score -481221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -481266.531250 Penalty: 2756.441406
	Iteration 15Q: 3 clusters Score -481266.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -481307.343750 Penalty: 2756.441406
	Iteration 16Q: 3 clusters Score -481307.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -481334.812500 Penalty: 2756.441406
	Iteration 17Q: 3 clusters Score -481334.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -481349.343750 Penalty: 2756.441406
	Iteration 18Q: 3 clusters Score -481349.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -481360.906250 Penalty: 2756.441406
	Iteration 19Q: 3 clusters Score -481360.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -481370.718750 Penalty: 2756.441406
	Iteration 20F: 3 clusters Score -481370.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -481380.406250 Penalty: 2756.441406
	Iteration 21Q: 3 clusters Score -481380.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -481390.718750 Penalty: 2756.441406
	Iteration 22Q: 3 clusters Score -481390.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -481397.875000 Penalty: 2756.441406
	Iteration 23Q: 3 clusters Score -481397.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -481402.000000 Penalty: 2756.441406
	Iteration 24Q: 3 clusters Score -481402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -481404.781250 Penalty: 2756.441406
	Iteration 25Q: 3 clusters Score -481404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -481407.000000 Penalty: 2756.441406
	Iteration 26Q: 3 clusters Score -481407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -481409.062500 Penalty: 2756.441406
	Iteration 27Q: 3 clusters Score -481409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -481410.656250 Penalty: 2756.441406
	Iteration 28Q: 3 clusters Score -481410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -481411.562500 Penalty: 2756.441406
	Iteration 29Q: 3 clusters Score -481411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -481414.000000 Penalty: 2756.441406
	Iteration 30Q: 3 clusters Score -481414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -481416.531250 Penalty: 2756.441406
	Iteration 31Q: 3 clusters Score -481416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -481419.875000 Penalty: 2756.441406
	Iteration 32Q: 3 clusters Score -481419.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -481421.843750 Penalty: 2756.441406
	Iteration 33Q: 3 clusters Score -481421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -481424.781250 Penalty: 2756.441406
	Iteration 34Q: 3 clusters Score -481424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481426.250000 Penalty: 2756.441406
	Iteration 35Q: 3 clusters Score -481426.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -481428.906250 Penalty: 2756.441406
	Iteration 36Q: 3 clusters Score -481428.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -481430.718750 Penalty: 2756.441406
	Iteration 37Q: 3 clusters Score -481430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -481431.875000 Penalty: 2756.441406
	Iteration 38Q: 3 clusters Score -481431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -481434.500000 Penalty: 2756.441406
	Iteration 39Q: 3 clusters Score -481434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -481436.093750 Penalty: 2756.441406
	Iteration 40F: 3 clusters Score -481436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -481436.812500 Penalty: 2756.441406
	Iteration 41Q: 3 clusters Score -481436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -481437.468750 Penalty: 2756.441406
	Iteration 42Q: 3 clusters Score -481437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -481438.625000 Penalty: 2756.441406
	Iteration 43Q: 3 clusters Score -481438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -481440.156250 Penalty: 2756.441406
	Iteration 44Q: 3 clusters Score -481440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -481441.093750 Penalty: 2756.441406
	Iteration 45Q: 3 clusters Score -481441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -481442.593750 Penalty: 2756.441406
	Iteration 46Q: 3 clusters Score -481442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -481442.781250 Penalty: 2756.441406
	Iteration 47Q: 3 clusters Score -481442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -481443.718750 Penalty: 2756.441406
	Iteration 48Q: 3 clusters Score -481443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -481444.187500 Penalty: 2756.441406
	Iteration 49Q: 3 clusters Score -481444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -481444.187500 Penalty: 2756.441406
	Iteration 50F: 3 clusters Score -481444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Entering Unmasked Estep 
Score: -4257958.000000 Penalty: 1725.731689
	Iteration 0F: 2 clusters Score -4257958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4230639.500000 Penalty: 3451.463379
	Iteration 0F: 3 clusters Score -4230640 nChanged 18895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4241405.500000 Penalty: 3451.463379
	Iteration 1F: 3 clusters Score -4241406 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4241953.500000 Penalty: 3451.463379
	Iteration 2Q: 3 clusters Score -4241954 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4242539.500000 Penalty: 3451.463379
	Iteration 3Q: 3 clusters Score -4242540 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4243158.000000 Penalty: 3451.463379
	Iteration 4Q: 3 clusters Score -4243158 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4243872.000000 Penalty: 3451.463379
	Iteration 5Q: 3 clusters Score -4243872 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4244677.500000 Penalty: 3451.463379
	Iteration 6Q: 3 clusters Score -4244678 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4245453.000000 Penalty: 3451.463379
	Iteration 7Q: 3 clusters Score -4245453 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4246223.500000 Penalty: 3451.463379
	Iteration 8Q: 3 clusters Score -4246224 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4246827.000000 Penalty: 3451.463379
	Iteration 9Q: 3 clusters Score -4246827 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4247280.000000 Penalty: 3451.463379
	Iteration 10Q: 3 clusters Score -4247280 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4247626.500000 Penalty: 3451.463379
	Iteration 11Q: 3 clusters Score -4247626 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4247945.500000 Penalty: 3451.463379
	Iteration 12Q: 3 clusters Score -4247946 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4248244.000000 Penalty: 3451.463379
	Iteration 13Q: 3 clusters Score -4248244 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4248591.000000 Penalty: 3451.463379
	Iteration 14Q: 3 clusters Score -4248591 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4248927.000000 Penalty: 3451.463379
	Iteration 15Q: 3 clusters Score -4248927 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4249381.000000 Penalty: 3451.463379
	Iteration 16Q: 3 clusters Score -4249381 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4249897.500000 Penalty: 3451.463379
	Iteration 17Q: 3 clusters Score -4249898 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4250488.000000 Penalty: 3451.463379
	Iteration 18Q: 3 clusters Score -4250488 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4251100.500000 Penalty: 3451.463379
	Iteration 19Q: 3 clusters Score -4251100 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4251654.000000 Penalty: 3451.463379
	Iteration 20F: 3 clusters Score -4251654 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4252098.000000 Penalty: 3451.463379
	Iteration 21Q: 3 clusters Score -4252098 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -4252595.500000 Penalty: 3451.463379
	Iteration 22Q: 3 clusters Score -4252596 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4252958.500000 Penalty: 3451.463379
	Iteration 23Q: 3 clusters Score -4252958 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4253302.000000 Penalty: 3451.463379
	Iteration 24Q: 3 clusters Score -4253302 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4253609.000000 Penalty: 3451.463379
	Iteration 25Q: 3 clusters Score -4253609 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4253887.500000 Penalty: 3451.463379
	Iteration 26Q: 3 clusters Score -4253888 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4254111.000000 Penalty: 3451.463379
	Iteration 27Q: 3 clusters Score -4254111 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4254314.000000 Penalty: 3451.463379
	Iteration 28Q: 3 clusters Score -4254314 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4254498.000000 Penalty: 3451.463379
	Iteration 29Q: 3 clusters Score -4254498 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4254656.000000 Penalty: 3451.463379
	Iteration 30Q: 3 clusters Score -4254656 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4254770.500000 Penalty: 3451.463379
	Iteration 31Q: 3 clusters Score -4254770 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4254906.500000 Penalty: 3451.463379
	Iteration 32Q: 3 clusters Score -4254906 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4255054.500000 Penalty: 3451.463379
	Iteration 33Q: 3 clusters Score -4255054 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4255149.500000 Penalty: 3451.463379
	Iteration 34Q: 3 clusters Score -4255150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4255274.500000 Penalty: 3451.463379
	Iteration 35Q: 3 clusters Score -4255274 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4255379.000000 Penalty: 3451.463379
	Iteration 36Q: 3 clusters Score -4255379 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4255504.000000 Penalty: 3451.463379
	Iteration 37Q: 3 clusters Score -4255504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4255592.500000 Penalty: 3451.463379
	Iteration 38Q: 3 clusters Score -4255592 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4255670.000000 Penalty: 3451.463379
	Iteration 39Q: 3 clusters Score -4255670 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4255777.500000 Penalty: 3451.463379
	Iteration 40F: 3 clusters Score -4255778 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4255875.000000 Penalty: 3451.463379
	Iteration 41Q: 3 clusters Score -4255875 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4255958.000000 Penalty: 3451.463379
	Iteration 42Q: 3 clusters Score -4255958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4256019.000000 Penalty: 3451.463379
	Iteration 43Q: 3 clusters Score -4256019 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4256082.500000 Penalty: 3451.463379
	Iteration 44Q: 3 clusters Score -4256082 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4256150.000000 Penalty: 3451.463379
	Iteration 45Q: 3 clusters Score -4256150 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4256198.500000 Penalty: 3451.463379
	Iteration 46Q: 3 clusters Score -4256198 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4256268.000000 Penalty: 3451.463379
	Iteration 47Q: 3 clusters Score -4256268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4256317.500000 Penalty: 3451.463379
	Iteration 48Q: 3 clusters Score -4256318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4256372.000000 Penalty: 3451.463379
	Iteration 49Q: 3 clusters Score -4256372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4256397.000000 Penalty: 3451.463379
	Iteration 50Q: 3 clusters Score -4256397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4256417.500000 Penalty: 3451.463379
	Iteration 51Q: 3 clusters Score -4256418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4256432.500000 Penalty: 3451.463379
	Iteration 52Q: 3 clusters Score -4256432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4256466.500000 Penalty: 3451.463379
	Iteration 53Q: 3 clusters Score -4256466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4256472.500000 Penalty: 3451.463379
	Iteration 54Q: 3 clusters Score -4256472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4256482.000000 Penalty: 3451.463379
	Iteration 55Q: 3 clusters Score -4256482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4256496.000000 Penalty: 3451.463379
	Iteration 56Q: 3 clusters Score -4256496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4256512.500000 Penalty: 3451.463379
	Iteration 57Q: 3 clusters Score -4256512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4256518.000000 Penalty: 3451.463379
	Iteration 58Q: 3 clusters Score -4256518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4256534.000000 Penalty: 3451.463379
	Iteration 59Q: 3 clusters Score -4256534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4256532.000000 Penalty: 3451.463379
	Iteration 60F: 3 clusters Score -4256532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4256543.500000 Penalty: 3451.463379
	Iteration 61Q: 3 clusters Score -4256544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4256550.500000 Penalty: 3451.463379
	Iteration 62Q: 3 clusters Score -4256550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4256554.000000 Penalty: 3451.463379
	Iteration 63Q: 3 clusters Score -4256554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4256558.000000 Penalty: 3451.463379
	Iteration 64Q: 3 clusters Score -4256558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4256562.000000 Penalty: 3451.463379
	Iteration 65Q: 3 clusters Score -4256562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4256558.500000 Penalty: 3451.463379
	Iteration 66Q: 3 clusters Score -4256558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4256557.500000 Penalty: 3451.463379
	Iteration 67Q: 3 clusters Score -4256558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4256557.500000 Penalty: 3451.463379
	Iteration 68F: 3 clusters Score -4256558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -607699.250000 Penalty: 1419.339844
	Iteration 0F: 2 clusters Score -607699.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -603058.687500 Penalty: 2838.679688
	Iteration 0F: 3 clusters Score -603058.7 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -604745.625000 Penalty: 2838.679688
	Iteration 1F: 3 clusters Score -604745.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -605330.750000 Penalty: 2838.679688
	Iteration 2F: 3 clusters Score -605330.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -605813.812500 Penalty: 2838.679688
	Iteration 3F: 3 clusters Score -605813.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -606147.125000 Penalty: 2838.679688
	Iteration 4F: 3 clusters Score -606147.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -606331.375000 Penalty: 2838.679688
	Iteration 5F: 3 clusters Score -606331.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -606438.687500 Penalty: 2838.679688
	Iteration 6Q: 3 clusters Score -606438.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -606525.937500 Penalty: 2838.679688
	Iteration 7Q: 3 clusters Score -606525.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -606586.125000 Penalty: 2838.679688
	Iteration 8Q: 3 clusters Score -606586.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -606646.625000 Penalty: 2838.679688
	Iteration 9Q: 3 clusters Score -606646.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -606702.437500 Penalty: 2838.679688
	Iteration 10Q: 3 clusters Score -606702.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -606749.875000 Penalty: 2838.679688
	Iteration 11Q: 3 clusters Score -606749.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -606797.812500 Penalty: 2838.679688
	Iteration 12Q: 3 clusters Score -606797.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -606836.562500 Penalty: 2838.679688
	Iteration 13Q: 3 clusters Score -606836.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -606881.312500 Penalty: 2838.679688
	Iteration 14Q: 3 clusters Score -606881.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -606912.312500 Penalty: 2838.679688
	Iteration 15Q: 3 clusters Score -606912.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -606944.062500 Penalty: 2838.679688
	Iteration 16Q: 3 clusters Score -606944.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -606983.687500 Penalty: 2838.679688
	Iteration 17Q: 3 clusters Score -606983.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -607016.562500 Penalty: 2838.679688
	Iteration 18Q: 3 clusters Score -607016.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -607059.437500 Penalty: 2838.679688
	Iteration 19Q: 3 clusters Score -607059.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -607110.812500 Penalty: 2838.679688
	Iteration 20F: 3 clusters Score -607110.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -607152.562500 Penalty: 2838.679688
	Iteration 21Q: 3 clusters Score -607152.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -607190.750000 Penalty: 2838.679688
	Iteration 22Q: 3 clusters Score -607190.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -607215.875000 Penalty: 2838.679688
	Iteration 23Q: 3 clusters Score -607215.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -607242.750000 Penalty: 2838.679688
	Iteration 24Q: 3 clusters Score -607242.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -607252.250000 Penalty: 2838.679688
	Iteration 25Q: 3 clusters Score -607252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -607257.750000 Penalty: 2838.679688
	Iteration 26Q: 3 clusters Score -607257.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -607261.375000 Penalty: 2838.679688
	Iteration 27Q: 3 clusters Score -607261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -607262.187500 Penalty: 2838.679688
	Iteration 28Q: 3 clusters Score -607262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -607263.937500 Penalty: 2838.679688
	Iteration 29Q: 3 clusters Score -607263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -607264.500000 Penalty: 2838.679688
	Iteration 30Q: 3 clusters Score -607264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -607264.937500 Penalty: 2838.679688
	Iteration 31Q: 3 clusters Score -607264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -607264.937500 Penalty: 2838.679688
	Iteration 32F: 3 clusters Score -607264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Entering Unmasked Estep 
Score: -3057894.750000 Penalty: 1672.440674
	Iteration 0F: 2 clusters Score -3057895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3037953.750000 Penalty: 3344.881348
	Iteration 0F: 3 clusters Score -3037954 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3045604.250000 Penalty: 3344.881348
	Iteration 1F: 3 clusters Score -3045604 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3046196.250000 Penalty: 3344.881348
	Iteration 2F: 3 clusters Score -3046196 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3046961.250000 Penalty: 3344.881348
	Iteration 3F: 3 clusters Score -3046961 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3047889.750000 Penalty: 3344.881348
	Iteration 4F: 3 clusters Score -3047890 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3048962.250000 Penalty: 3344.881348
	Iteration 5F: 3 clusters Score -3048962 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3050196.500000 Penalty: 3344.881348
	Iteration 6F: 3 clusters Score -3050196 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3051541.750000 Penalty: 3344.881348
	Iteration 7F: 3 clusters Score -3051542 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3052692.000000 Penalty: 3344.881348
	Iteration 8F: 3 clusters Score -3052692 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3053601.250000 Penalty: 3344.881348
	Iteration 9Q: 3 clusters Score -3053601 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3054224.250000 Penalty: 3344.881348
	Iteration 10Q: 3 clusters Score -3054224 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3054611.750000 Penalty: 3344.881348
	Iteration 11Q: 3 clusters Score -3054612 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3054836.000000 Penalty: 3344.881348
	Iteration 12Q: 3 clusters Score -3054836 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3055007.250000 Penalty: 3344.881348
	Iteration 13Q: 3 clusters Score -3055007 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3055150.000000 Penalty: 3344.881348
	Iteration 14Q: 3 clusters Score -3055150 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3055300.500000 Penalty: 3344.881348
	Iteration 15Q: 3 clusters Score -3055300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3055446.750000 Penalty: 3344.881348
	Iteration 16Q: 3 clusters Score -3055447 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3055574.750000 Penalty: 3344.881348
	Iteration 17Q: 3 clusters Score -3055575 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3055689.500000 Penalty: 3344.881348
	Iteration 18Q: 3 clusters Score -3055690 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3055788.750000 Penalty: 3344.881348
	Iteration 19Q: 3 clusters Score -3055789 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3055893.500000 Penalty: 3344.881348
	Iteration 20F: 3 clusters Score -3055894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3055982.250000 Penalty: 3344.881348
	Iteration 21Q: 3 clusters Score -3055982 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3056074.750000 Penalty: 3344.881348
	Iteration 22Q: 3 clusters Score -3056075 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3056132.000000 Penalty: 3344.881348
	Iteration 23Q: 3 clusters Score -3056132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3056182.000000 Penalty: 3344.881348
	Iteration 24Q: 3 clusters Score -3056182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3056225.750000 Penalty: 3344.881348
	Iteration 25Q: 3 clusters Score -3056226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3056280.750000 Penalty: 3344.881348
	Iteration 26Q: 3 clusters Score -3056281 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3056330.750000 Penalty: 3344.881348
	Iteration 27Q: 3 clusters Score -3056331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3056361.250000 Penalty: 3344.881348
	Iteration 28Q: 3 clusters Score -3056361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3056380.500000 Penalty: 3344.881348
	Iteration 29Q: 3 clusters Score -3056380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3056401.500000 Penalty: 3344.881348
	Iteration 30Q: 3 clusters Score -3056402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3056420.250000 Penalty: 3344.881348
	Iteration 31Q: 3 clusters Score -3056420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3056426.250000 Penalty: 3344.881348
	Iteration 32Q: 3 clusters Score -3056426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3056443.250000 Penalty: 3344.881348
	Iteration 33Q: 3 clusters Score -3056443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3056450.500000 Penalty: 3344.881348
	Iteration 34Q: 3 clusters Score -3056450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3056461.750000 Penalty: 3344.881348
	Iteration 35Q: 3 clusters Score -3056462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3056473.750000 Penalty: 3344.881348
	Iteration 36Q: 3 clusters Score -3056474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3056472.000000 Penalty: 3344.881348
	Iteration 37Q: 3 clusters Score -3056472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3056475.750000 Penalty: 3344.881348
	Iteration 38Q: 3 clusters Score -3056476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3056481.250000 Penalty: 3344.881348
	Iteration 39Q: 3 clusters Score -3056481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3056482.000000 Penalty: 3344.881348
	Iteration 40F: 3 clusters Score -3056482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3056486.750000 Penalty: 3344.881348
	Iteration 41Q: 3 clusters Score -3056487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3056488.000000 Penalty: 3344.881348
	Iteration 42Q: 3 clusters Score -3056488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3056489.750000 Penalty: 3344.881348
	Iteration 43Q: 3 clusters Score -3056490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3056489.250000 Penalty: 3344.881348
	Iteration 44Q: 3 clusters Score -3056489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3056489.000000 Penalty: 3344.881348
	Iteration 45Q: 3 clusters Score -3056489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3056488.000000 Penalty: 3344.881348
	Iteration 46Q: 3 clusters Score -3056488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3056489.750000 Penalty: 3344.881348
	Iteration 47Q: 3 clusters Score -3056490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3056494.500000 Penalty: 3344.881348
	Iteration 48Q: 3 clusters Score -3056494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3056495.500000 Penalty: 3344.881348
	Iteration 49Q: 3 clusters Score -3056496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3056490.000000 Penalty: 3344.881348
	Iteration 50Q: 3 clusters Score -3056490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3056490.250000 Penalty: 3344.881348
	Iteration 51Q: 3 clusters Score -3056490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3056492.500000 Penalty: 3344.881348
	Iteration 52Q: 3 clusters Score -3056492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3056492.000000 Penalty: 3344.881348
	Iteration 53Q: 3 clusters Score -3056492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3056496.000000 Penalty: 3344.881348
	Iteration 54Q: 3 clusters Score -3056496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3056498.000000 Penalty: 3344.881348
	Iteration 55Q: 3 clusters Score -3056498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3056496.250000 Penalty: 3344.881348
	Iteration 56Q: 3 clusters Score -3056496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3056496.500000 Penalty: 3344.881348
	Iteration 57Q: 3 clusters Score -3056496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3056497.500000 Penalty: 3344.881348
	Iteration 58Q: 3 clusters Score -3056498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3056497.500000 Penalty: 3344.881348
	Iteration 59F: 3 clusters Score -3056498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -242051.593750 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -242051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -239540.375000 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -239540.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240408.125000 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -240408.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -240833.468750 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -240833.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -241121.984375 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -241122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -241291.953125 Penalty: 2577.900879
	Iteration 4F: 3 clusters Score -241292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241413.703125 Penalty: 2577.900879
	Iteration 5Q: 3 clusters Score -241413.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -241490.187500 Penalty: 2577.900879
	Iteration 6Q: 3 clusters Score -241490.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -241542.140625 Penalty: 2577.900879
	Iteration 7Q: 3 clusters Score -241542.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -241570.187500 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -241570.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241584.031250 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -241584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -241600.203125 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -241600.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -241619.109375 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -241619.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241638.812500 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -241638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -241664.562500 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -241664.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -241687.515625 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -241687.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241714.515625 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -241714.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -241757.671875 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -241757.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241806.515625 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -241806.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241836.750000 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -241836.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -241849.375000 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -241849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -241856.781250 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -241856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -241863.921875 Penalty: 2577.900879
	Iteration 21Q: 3 clusters Score -241863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241878.421875 Penalty: 2577.900879
	Iteration 22Q: 3 clusters Score -241878.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241897.468750 Penalty: 2577.900879
	Iteration 23Q: 3 clusters Score -241897.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -241945.921875 Penalty: 2577.900879
	Iteration 24Q: 3 clusters Score -241945.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -242022.390625 Penalty: 2577.900879
	Iteration 25Q: 3 clusters Score -242022.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -242086.078125 Penalty: 2577.900879
	Iteration 26Q: 3 clusters Score -242086.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -242172.718750 Penalty: 2577.900879
	Iteration 27Q: 3 clusters Score -242172.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242215.140625 Penalty: 2577.900879
	Iteration 28Q: 3 clusters Score -242215.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -242231.531250 Penalty: 2577.900879
	Iteration 29Q: 3 clusters Score -242231.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242241.312500 Penalty: 2577.900879
	Iteration 30Q: 3 clusters Score -242241.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -242250.359375 Penalty: 2577.900879
	Iteration 31Q: 3 clusters Score -242250.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242256.718750 Penalty: 2577.900879
	Iteration 32Q: 3 clusters Score -242256.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242263.156250 Penalty: 2577.900879
	Iteration 33Q: 3 clusters Score -242263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242271.765625 Penalty: 2577.900879
	Iteration 34Q: 3 clusters Score -242271.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242277.843750 Penalty: 2577.900879
	Iteration 35Q: 3 clusters Score -242277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -242280.937500 Penalty: 2577.900879
	Iteration 36Q: 3 clusters Score -242280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242288.546875 Penalty: 2577.900879
	Iteration 37Q: 3 clusters Score -242288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -242291.796875 Penalty: 2577.900879
	Iteration 38Q: 3 clusters Score -242291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242292.500000 Penalty: 2577.900879
	Iteration 39Q: 3 clusters Score -242292.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242294.843750 Penalty: 2577.900879
	Iteration 40F: 3 clusters Score -242294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242295.671875 Penalty: 2577.900879
	Iteration 41Q: 3 clusters Score -242295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242296.453125 Penalty: 2577.900879
	Iteration 42Q: 3 clusters Score -242296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242297.859375 Penalty: 2577.900879
	Iteration 43Q: 3 clusters Score -242297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -242298.812500 Penalty: 2577.900879
	Iteration 44Q: 3 clusters Score -242298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242299.343750 Penalty: 2577.900879
	Iteration 45Q: 3 clusters Score -242299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242299.984375 Penalty: 2577.900879
	Iteration 46Q: 3 clusters Score -242300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -242300.734375 Penalty: 2577.900879
	Iteration 47Q: 3 clusters Score -242300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -242301.015625 Penalty: 2577.900879
	Iteration 48Q: 3 clusters Score -242301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242301.390625 Penalty: 2577.900879
	Iteration 49Q: 3 clusters Score -242301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242301.328125 Penalty: 2577.900879
	Iteration 50Q: 3 clusters Score -242301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242301.734375 Penalty: 2577.900879
	Iteration 51Q: 3 clusters Score -242301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242302.109375 Penalty: 2577.900879
	Iteration 52Q: 3 clusters Score -242302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242302.109375 Penalty: 2577.900879
	Iteration 53F: 3 clusters Score -242302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 1590 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 7687 members 
Mstep: Class 46 contains 1195 members 
Entering Unmasked Estep 
Score: -154066432.000000 Penalty: 106475.343750
Splitting cluster 37 changes total score from -154066576.000000 to -154066432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Entering Unmasked Estep 
Score: -2174215.750000 Penalty: 1615.158081
	Iteration 0F: 2 clusters Score -2174216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2160122.500000 Penalty: 3230.316162
	Iteration 0F: 3 clusters Score -2160122 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2165303.750000 Penalty: 3230.316162
	Iteration 1F: 3 clusters Score -2165304 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2165802.500000 Penalty: 3230.316162
	Iteration 2F: 3 clusters Score -2165802 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2166324.250000 Penalty: 3230.316162
	Iteration 3F: 3 clusters Score -2166324 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2166969.750000 Penalty: 3230.316162
	Iteration 4F: 3 clusters Score -2166970 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2167781.250000 Penalty: 3230.316162
	Iteration 5F: 3 clusters Score -2167781 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2168695.250000 Penalty: 3230.316162
	Iteration 6F: 3 clusters Score -2168695 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2169514.000000 Penalty: 3230.316162
	Iteration 7F: 3 clusters Score -2169514 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2170258.250000 Penalty: 3230.316162
	Iteration 8Q: 3 clusters Score -2170258 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2170856.250000 Penalty: 3230.316162
	Iteration 9Q: 3 clusters Score -2170856 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2171267.750000 Penalty: 3230.316162
	Iteration 10Q: 3 clusters Score -2171268 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2171615.250000 Penalty: 3230.316162
	Iteration 11Q: 3 clusters Score -2171615 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2171914.750000 Penalty: 3230.316162
	Iteration 12Q: 3 clusters Score -2171915 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2172145.500000 Penalty: 3230.316162
	Iteration 13Q: 3 clusters Score -2172146 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2172346.750000 Penalty: 3230.316162
	Iteration 14Q: 3 clusters Score -2172347 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2172491.000000 Penalty: 3230.316162
	Iteration 15Q: 3 clusters Score -2172491 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2172585.750000 Penalty: 3230.316162
	Iteration 16Q: 3 clusters Score -2172586 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2172654.000000 Penalty: 3230.316162
	Iteration 17Q: 3 clusters Score -2172654 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2172696.750000 Penalty: 3230.316162
	Iteration 18Q: 3 clusters Score -2172697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2172731.750000 Penalty: 3230.316162
	Iteration 19Q: 3 clusters Score -2172732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2172755.500000 Penalty: 3230.316162
	Iteration 20F: 3 clusters Score -2172756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2172773.250000 Penalty: 3230.316162
	Iteration 21Q: 3 clusters Score -2172773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2172795.250000 Penalty: 3230.316162
	Iteration 22Q: 3 clusters Score -2172795 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2172811.000000 Penalty: 3230.316162
	Iteration 23Q: 3 clusters Score -2172811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2172836.500000 Penalty: 3230.316162
	Iteration 24Q: 3 clusters Score -2172836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2172859.500000 Penalty: 3230.316162
	Iteration 25Q: 3 clusters Score -2172860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2172876.500000 Penalty: 3230.316162
	Iteration 26Q: 3 clusters Score -2172876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2172897.000000 Penalty: 3230.316162
	Iteration 27Q: 3 clusters Score -2172897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2172920.750000 Penalty: 3230.316162
	Iteration 28Q: 3 clusters Score -2172921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2172939.000000 Penalty: 3230.316162
	Iteration 29Q: 3 clusters Score -2172939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2172964.000000 Penalty: 3230.316162
	Iteration 30Q: 3 clusters Score -2172964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2172979.750000 Penalty: 3230.316162
	Iteration 31Q: 3 clusters Score -2172980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2172989.000000 Penalty: 3230.316162
	Iteration 32Q: 3 clusters Score -2172989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2172989.750000 Penalty: 3230.316162
	Iteration 33Q: 3 clusters Score -2172990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2172991.500000 Penalty: 3230.316162
	Iteration 34Q: 3 clusters Score -2172992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2172999.000000 Penalty: 3230.316162
	Iteration 35Q: 3 clusters Score -2172999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2173004.500000 Penalty: 3230.316162
	Iteration 36Q: 3 clusters Score -2173004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2173005.500000 Penalty: 3230.316162
	Iteration 37Q: 3 clusters Score -2173006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2173004.500000 Penalty: 3230.316162
	Iteration 38Q: 3 clusters Score -2173004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2173005.000000 Penalty: 3230.316162
	Iteration 39Q: 3 clusters Score -2173005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2173005.750000 Penalty: 3230.316162
	Iteration 40F: 3 clusters Score -2173006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2173003.750000 Penalty: 3230.316162
	Iteration 41Q: 3 clusters Score -2173004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2173005.750000 Penalty: 3230.316162
	Iteration 42Q: 3 clusters Score -2173006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2173007.750000 Penalty: 3230.316162
	Iteration 43Q: 3 clusters Score -2173008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2173008.000000 Penalty: 3230.316162
	Iteration 44Q: 3 clusters Score -2173008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2173008.000000 Penalty: 3230.316162
	Iteration 45Q: 3 clusters Score -2173008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2173006.250000 Penalty: 3230.316162
	Iteration 46Q: 3 clusters Score -2173006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2173007.000000 Penalty: 3230.316162
	Iteration 47Q: 3 clusters Score -2173007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2173009.250000 Penalty: 3230.316162
	Iteration 48Q: 3 clusters Score -2173009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2173009.500000 Penalty: 3230.316162
	Iteration 49Q: 3 clusters Score -2173010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2173008.750000 Penalty: 3230.316162
	Iteration 50Q: 3 clusters Score -2173009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2173009.250000 Penalty: 3230.316162
	Iteration 51Q: 3 clusters Score -2173009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2173009.250000 Penalty: 3230.316162
	Iteration 52F: 3 clusters Score -2173009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -316842.750000 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -316842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -313961.937500 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -313961.9 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -314874.187500 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -314874.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -315269.531250 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -315269.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -315741.593750 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -315741.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -316190.125000 Penalty: 2632.453857
	Iteration 4F: 3 clusters Score -316190.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316525.187500 Penalty: 2632.453857
	Iteration 5F: 3 clusters Score -316525.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -316789.312500 Penalty: 2632.453857
	Iteration 6F: 3 clusters Score -316789.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -316877.781250 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -316877.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316930.843750 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -316930.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -316957.125000 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -316957.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -316974.218750 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -316974.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -316983.000000 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -316983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -316993.187500 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -316993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -316998.281250 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -316998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317002.593750 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -317002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -317004.906250 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -317004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317007.687500 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -317007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -317009.937500 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -317009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -317012.562500 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -317012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -317014.531250 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -317014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -317015.531250 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -317015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -317016.000000 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -317016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -317016.375000 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -317016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -317016.375000 Penalty: 2632.453857
	Iteration 23F: 3 clusters Score -317016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 2053 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 7687 members 
Mstep: Class 46 contains 1241 members 
Entering Unmasked Estep 
Score: -154065440.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154066576.000000 to -154065440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -427756.687500 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -427756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -424074.718750 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -424074.7 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -425098.062500 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -425098.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -425293.625000 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -425293.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -425460.312500 Penalty: 2733.989990
	Iteration 3F: 3 clusters Score -425460.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -425608.781250 Penalty: 2733.989990
	Iteration 4F: 3 clusters Score -425608.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -425741.093750 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -425741.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -425842.000000 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -425842 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -425940.250000 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -425940.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -426034.875000 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -426034.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -426124.781250 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -426124.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -426239.968750 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -426240 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -426386.187500 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -426386.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -426554.093750 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -426554.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -426748.781250 Penalty: 2733.989990
	Iteration 13Q: 3 clusters Score -426748.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -426907.781250 Penalty: 2733.989990
	Iteration 14Q: 3 clusters Score -426907.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -427009.875000 Penalty: 2733.989990
	Iteration 15Q: 3 clusters Score -427009.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -427068.093750 Penalty: 2733.989990
	Iteration 16Q: 3 clusters Score -427068.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -427107.843750 Penalty: 2733.989990
	Iteration 17Q: 3 clusters Score -427107.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -427160.187500 Penalty: 2733.989990
	Iteration 18Q: 3 clusters Score -427160.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -427200.500000 Penalty: 2733.989990
	Iteration 19Q: 3 clusters Score -427200.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -427235.968750 Penalty: 2733.989990
	Iteration 20F: 3 clusters Score -427236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -427264.968750 Penalty: 2733.989990
	Iteration 21Q: 3 clusters Score -427265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -427294.625000 Penalty: 2733.989990
	Iteration 22Q: 3 clusters Score -427294.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -427326.406250 Penalty: 2733.989990
	Iteration 23Q: 3 clusters Score -427326.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -427351.156250 Penalty: 2733.989990
	Iteration 24Q: 3 clusters Score -427351.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -427370.218750 Penalty: 2733.989990
	Iteration 25Q: 3 clusters Score -427370.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -427385.125000 Penalty: 2733.989990
	Iteration 26Q: 3 clusters Score -427385.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -427401.718750 Penalty: 2733.989990
	Iteration 27Q: 3 clusters Score -427401.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -427424.750000 Penalty: 2733.989990
	Iteration 28Q: 3 clusters Score -427424.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -427463.312500 Penalty: 2733.989990
	Iteration 29Q: 3 clusters Score -427463.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -427497.625000 Penalty: 2733.989990
	Iteration 30Q: 3 clusters Score -427497.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -427523.937500 Penalty: 2733.989990
	Iteration 31Q: 3 clusters Score -427523.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -427548.093750 Penalty: 2733.989990
	Iteration 32Q: 3 clusters Score -427548.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -427563.187500 Penalty: 2733.989990
	Iteration 33Q: 3 clusters Score -427563.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -427575.000000 Penalty: 2733.989990
	Iteration 34Q: 3 clusters Score -427575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -427583.718750 Penalty: 2733.989990
	Iteration 35Q: 3 clusters Score -427583.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -427597.062500 Penalty: 2733.989990
	Iteration 36Q: 3 clusters Score -427597.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -427607.593750 Penalty: 2733.989990
	Iteration 37Q: 3 clusters Score -427607.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -427620.093750 Penalty: 2733.989990
	Iteration 38Q: 3 clusters Score -427620.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -427634.593750 Penalty: 2733.989990
	Iteration 39Q: 3 clusters Score -427634.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -427658.031250 Penalty: 2733.989990
	Iteration 40F: 3 clusters Score -427658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -427680.687500 Penalty: 2733.989990
	Iteration 41Q: 3 clusters Score -427680.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -427708.000000 Penalty: 2733.989990
	Iteration 42Q: 3 clusters Score -427708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -427731.125000 Penalty: 2733.989990
	Iteration 43Q: 3 clusters Score -427731.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -427753.750000 Penalty: 2733.989990
	Iteration 44Q: 3 clusters Score -427753.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -427779.031250 Penalty: 2733.989990
	Iteration 45Q: 3 clusters Score -427779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -427797.281250 Penalty: 2733.989990
	Iteration 46Q: 3 clusters Score -427797.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -427812.968750 Penalty: 2733.989990
	Iteration 47Q: 3 clusters Score -427813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -427829.531250 Penalty: 2733.989990
	Iteration 48Q: 3 clusters Score -427829.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -427854.687500 Penalty: 2733.989990
	Iteration 49Q: 3 clusters Score -427854.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -427878.781250 Penalty: 2733.989990
	Iteration 50Q: 3 clusters Score -427878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -427909.531250 Penalty: 2733.989990
	Iteration 51Q: 3 clusters Score -427909.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -427933.625000 Penalty: 2733.989990
	Iteration 52Q: 3 clusters Score -427933.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -427950.281250 Penalty: 2733.989990
	Iteration 53Q: 3 clusters Score -427950.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -427974.468750 Penalty: 2733.989990
	Iteration 54Q: 3 clusters Score -427974.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -427991.718750 Penalty: 2733.989990
	Iteration 55Q: 3 clusters Score -427991.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -428009.125000 Penalty: 2733.989990
	Iteration 56Q: 3 clusters Score -428009.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -428030.593750 Penalty: 2733.989990
	Iteration 57Q: 3 clusters Score -428030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -428044.187500 Penalty: 2733.989990
	Iteration 58Q: 3 clusters Score -428044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -428054.031250 Penalty: 2733.989990
	Iteration 59Q: 3 clusters Score -428054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -428061.781250 Penalty: 2733.989990
	Iteration 60F: 3 clusters Score -428061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -428071.156250 Penalty: 2733.989990
	Iteration 61Q: 3 clusters Score -428071.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -428078.875000 Penalty: 2733.989990
	Iteration 62Q: 3 clusters Score -428078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -428081.750000 Penalty: 2733.989990
	Iteration 63Q: 3 clusters Score -428081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -428085.218750 Penalty: 2733.989990
	Iteration 64Q: 3 clusters Score -428085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -428087.000000 Penalty: 2733.989990
	Iteration 65Q: 3 clusters Score -428087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -428087.093750 Penalty: 2733.989990
	Iteration 66Q: 3 clusters Score -428087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -428087.625000 Penalty: 2733.989990
	Iteration 67Q: 3 clusters Score -428087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -428087.500000 Penalty: 2733.989990
	Iteration 68Q: 3 clusters Score -428087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -428088.718750 Penalty: 2733.989990
	Iteration 69Q: 3 clusters Score -428088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -428089.687500 Penalty: 2733.989990
	Iteration 70Q: 3 clusters Score -428089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -428090.218750 Penalty: 2733.989990
	Iteration 71Q: 3 clusters Score -428090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -428091.125000 Penalty: 2733.989990
	Iteration 72Q: 3 clusters Score -428091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -428092.312500 Penalty: 2733.989990
	Iteration 73Q: 3 clusters Score -428092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -428092.812500 Penalty: 2733.989990
	Iteration 74Q: 3 clusters Score -428092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -428092.343750 Penalty: 2733.989990
	Iteration 75Q: 3 clusters Score -428092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -428093.593750 Penalty: 2733.989990
	Iteration 76Q: 3 clusters Score -428093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -428093.968750 Penalty: 2733.989990
	Iteration 77Q: 3 clusters Score -428094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -428093.968750 Penalty: 2733.989990
	Iteration 78F: 3 clusters Score -428094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 2673 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Mstep: Class 45 contains 7687 members 
Mstep: Class 46 contains 1829 members 
Entering Unmasked Estep 
Score: -154066400.000000 Penalty: 106475.343750
Splitting cluster 40 changes total score from -154066576.000000 to -154066400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -293105.625000 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -293105.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -290459.875000 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -290459.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -291141.250000 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -291141.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -291349.781250 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -291349.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -291485.031250 Penalty: 2597.597168
	Iteration 3F: 3 clusters Score -291485 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -291574.093750 Penalty: 2597.597168
	Iteration 4Q: 3 clusters Score -291574.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291653.625000 Penalty: 2597.597168
	Iteration 5Q: 3 clusters Score -291653.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -291741.500000 Penalty: 2597.597168
	Iteration 6Q: 3 clusters Score -291741.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -291830.781250 Penalty: 2597.597168
	Iteration 7Q: 3 clusters Score -291830.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -291898.906250 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -291898.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -291958.343750 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -291958.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -292023.750000 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -292023.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -292082.312500 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -292082.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -292119.062500 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -292119.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -292158.406250 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -292158.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -292194.187500 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -292194.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -292227.406250 Penalty: 2597.597168
	Iteration 15Q: 3 clusters Score -292227.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292257.031250 Penalty: 2597.597168
	Iteration 16Q: 3 clusters Score -292257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -292299.531250 Penalty: 2597.597168
	Iteration 17Q: 3 clusters Score -292299.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -292333.312500 Penalty: 2597.597168
	Iteration 18Q: 3 clusters Score -292333.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -292362.937500 Penalty: 2597.597168
	Iteration 19Q: 3 clusters Score -292362.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -292376.625000 Penalty: 2597.597168
	Iteration 20F: 3 clusters Score -292376.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292393.781250 Penalty: 2597.597168
	Iteration 21Q: 3 clusters Score -292393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -292399.593750 Penalty: 2597.597168
	Iteration 22Q: 3 clusters Score -292399.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -292404.468750 Penalty: 2597.597168
	Iteration 23Q: 3 clusters Score -292404.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -292408.500000 Penalty: 2597.597168
	Iteration 24Q: 3 clusters Score -292408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292410.218750 Penalty: 2597.597168
	Iteration 25Q: 3 clusters Score -292410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -292412.937500 Penalty: 2597.597168
	Iteration 26Q: 3 clusters Score -292412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -292413.437500 Penalty: 2597.597168
	Iteration 27Q: 3 clusters Score -292413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -292415.718750 Penalty: 2597.597168
	Iteration 28Q: 3 clusters Score -292415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -292417.718750 Penalty: 2597.597168
	Iteration 29Q: 3 clusters Score -292417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -292418.812500 Penalty: 2597.597168
	Iteration 30Q: 3 clusters Score -292418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292420.062500 Penalty: 2597.597168
	Iteration 31Q: 3 clusters Score -292420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292420.062500 Penalty: 2597.597168
	Iteration 32F: 3 clusters Score -292420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -971324.750000 Penalty: 1487.882690
	Iteration 0F: 2 clusters Score -971324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -964497.625000 Penalty: 2975.765381
	Iteration 0F: 3 clusters Score -964497.6 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -966698.062500 Penalty: 2975.765381
	Iteration 1F: 3 clusters Score -966698.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -966930.250000 Penalty: 2975.765381
	Iteration 2F: 3 clusters Score -966930.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -967099.625000 Penalty: 2975.765381
	Iteration 3Q: 3 clusters Score -967099.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -967267.687500 Penalty: 2975.765381
	Iteration 4Q: 3 clusters Score -967267.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -967415.500000 Penalty: 2975.765381
	Iteration 5Q: 3 clusters Score -967415.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -967536.000000 Penalty: 2975.765381
	Iteration 6Q: 3 clusters Score -967536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -967652.250000 Penalty: 2975.765381
	Iteration 7Q: 3 clusters Score -967652.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -967766.937500 Penalty: 2975.765381
	Iteration 8Q: 3 clusters Score -967766.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -967895.812500 Penalty: 2975.765381
	Iteration 9Q: 3 clusters Score -967895.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -968037.062500 Penalty: 2975.765381
	Iteration 10Q: 3 clusters Score -968037.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -968172.375000 Penalty: 2975.765381
	Iteration 11Q: 3 clusters Score -968172.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -968309.500000 Penalty: 2975.765381
	Iteration 12Q: 3 clusters Score -968309.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -968418.500000 Penalty: 2975.765381
	Iteration 13Q: 3 clusters Score -968418.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -968536.312500 Penalty: 2975.765381
	Iteration 14Q: 3 clusters Score -968536.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -968670.125000 Penalty: 2975.765381
	Iteration 15Q: 3 clusters Score -968670.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -968801.812500 Penalty: 2975.765381
	Iteration 16Q: 3 clusters Score -968801.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -968939.625000 Penalty: 2975.765381
	Iteration 17Q: 3 clusters Score -968939.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -969087.750000 Penalty: 2975.765381
	Iteration 18Q: 3 clusters Score -969087.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -969221.125000 Penalty: 2975.765381
	Iteration 19Q: 3 clusters Score -969221.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -969313.687500 Penalty: 2975.765381
	Iteration 20F: 3 clusters Score -969313.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -969391.125000 Penalty: 2975.765381
	Iteration 21Q: 3 clusters Score -969391.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -969463.562500 Penalty: 2975.765381
	Iteration 22Q: 3 clusters Score -969463.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -969523.937500 Penalty: 2975.765381
	Iteration 23Q: 3 clusters Score -969523.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -969568.312500 Penalty: 2975.765381
	Iteration 24Q: 3 clusters Score -969568.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -969604.125000 Penalty: 2975.765381
	Iteration 25Q: 3 clusters Score -969604.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -969630.312500 Penalty: 2975.765381
	Iteration 26Q: 3 clusters Score -969630.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -969655.187500 Penalty: 2975.765381
	Iteration 27Q: 3 clusters Score -969655.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -969680.250000 Penalty: 2975.765381
	Iteration 28Q: 3 clusters Score -969680.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -969698.062500 Penalty: 2975.765381
	Iteration 29Q: 3 clusters Score -969698.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -969719.812500 Penalty: 2975.765381
	Iteration 30Q: 3 clusters Score -969719.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -969735.875000 Penalty: 2975.765381
	Iteration 31Q: 3 clusters Score -969735.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -969748.000000 Penalty: 2975.765381
	Iteration 32Q: 3 clusters Score -969748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -969761.562500 Penalty: 2975.765381
	Iteration 33Q: 3 clusters Score -969761.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -969778.125000 Penalty: 2975.765381
	Iteration 34Q: 3 clusters Score -969778.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -969793.187500 Penalty: 2975.765381
	Iteration 35Q: 3 clusters Score -969793.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -969810.625000 Penalty: 2975.765381
	Iteration 36Q: 3 clusters Score -969810.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -969834.562500 Penalty: 2975.765381
	Iteration 37Q: 3 clusters Score -969834.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -969855.250000 Penalty: 2975.765381
	Iteration 38Q: 3 clusters Score -969855.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -969872.812500 Penalty: 2975.765381
	Iteration 39Q: 3 clusters Score -969872.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -969892.562500 Penalty: 2975.765381
	Iteration 40F: 3 clusters Score -969892.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -969910.000000 Penalty: 2975.765381
	Iteration 41Q: 3 clusters Score -969910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -969927.125000 Penalty: 2975.765381
	Iteration 42Q: 3 clusters Score -969927.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -969940.437500 Penalty: 2975.765381
	Iteration 43Q: 3 clusters Score -969940.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -969957.687500 Penalty: 2975.765381
	Iteration 44Q: 3 clusters Score -969957.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -969975.125000 Penalty: 2975.765381
	Iteration 45Q: 3 clusters Score -969975.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -969997.562500 Penalty: 2975.765381
	Iteration 46Q: 3 clusters Score -969997.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -970010.937500 Penalty: 2975.765381
	Iteration 47Q: 3 clusters Score -970010.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -970021.937500 Penalty: 2975.765381
	Iteration 48Q: 3 clusters Score -970021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -970029.937500 Penalty: 2975.765381
	Iteration 49Q: 3 clusters Score -970029.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -970036.625000 Penalty: 2975.765381
	Iteration 50Q: 3 clusters Score -970036.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -970041.937500 Penalty: 2975.765381
	Iteration 51Q: 3 clusters Score -970041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -970046.250000 Penalty: 2975.765381
	Iteration 52Q: 3 clusters Score -970046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -970048.250000 Penalty: 2975.765381
	Iteration 53Q: 3 clusters Score -970048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -970051.875000 Penalty: 2975.765381
	Iteration 54Q: 3 clusters Score -970051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -970058.312500 Penalty: 2975.765381
	Iteration 55Q: 3 clusters Score -970058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -970061.625000 Penalty: 2975.765381
	Iteration 56Q: 3 clusters Score -970061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -970068.625000 Penalty: 2975.765381
	Iteration 57Q: 3 clusters Score -970068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -970073.000000 Penalty: 2975.765381
	Iteration 58Q: 3 clusters Score -970073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -970080.937500 Penalty: 2975.765381
	Iteration 59Q: 3 clusters Score -970080.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -970084.562500 Penalty: 2975.765381
	Iteration 60F: 3 clusters Score -970084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -970088.062500 Penalty: 2975.765381
	Iteration 61Q: 3 clusters Score -970088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -970088.500000 Penalty: 2975.765381
	Iteration 62Q: 3 clusters Score -970088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -970088.250000 Penalty: 2975.765381
	Iteration 63Q: 3 clusters Score -970088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -970089.375000 Penalty: 2975.765381
	Iteration 64Q: 3 clusters Score -970089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -970090.250000 Penalty: 2975.765381
	Iteration 65Q: 3 clusters Score -970090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -970091.125000 Penalty: 2975.765381
	Iteration 66Q: 3 clusters Score -970091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -970092.687500 Penalty: 2975.765381
	Iteration 67Q: 3 clusters Score -970092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -970092.250000 Penalty: 2975.765381
	Iteration 68Q: 3 clusters Score -970092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -970094.187500 Penalty: 2975.765381
	Iteration 69Q: 3 clusters Score -970094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -970097.125000 Penalty: 2975.765381
	Iteration 70Q: 3 clusters Score -970097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -970097.562500 Penalty: 2975.765381
	Iteration 71Q: 3 clusters Score -970097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -970098.062500 Penalty: 2975.765381
	Iteration 72Q: 3 clusters Score -970098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -970098.062500 Penalty: 2975.765381
	Iteration 73F: 3 clusters Score -970098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Entering Unmasked Estep 
Score: -836255.312500 Penalty: 1465.891846
	Iteration 0F: 2 clusters Score -836255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -830185.562500 Penalty: 2931.783691
	Iteration 0F: 3 clusters Score -830185.6 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -832231.687500 Penalty: 2931.783691
	Iteration 1F: 3 clusters Score -832231.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -832574.437500 Penalty: 2931.783691
	Iteration 2F: 3 clusters Score -832574.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -832855.125000 Penalty: 2931.783691
	Iteration 3F: 3 clusters Score -832855.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -833092.125000 Penalty: 2931.783691
	Iteration 4F: 3 clusters Score -833092.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -833276.875000 Penalty: 2931.783691
	Iteration 5Q: 3 clusters Score -833276.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -833433.125000 Penalty: 2931.783691
	Iteration 6Q: 3 clusters Score -833433.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -833588.125000 Penalty: 2931.783691
	Iteration 7Q: 3 clusters Score -833588.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -833724.000000 Penalty: 2931.783691
	Iteration 8Q: 3 clusters Score -833724 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -833852.750000 Penalty: 2931.783691
	Iteration 9Q: 3 clusters Score -833852.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -833964.250000 Penalty: 2931.783691
	Iteration 10Q: 3 clusters Score -833964.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -834063.687500 Penalty: 2931.783691
	Iteration 11Q: 3 clusters Score -834063.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -834169.687500 Penalty: 2931.783691
	Iteration 12Q: 3 clusters Score -834169.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -834266.187500 Penalty: 2931.783691
	Iteration 13Q: 3 clusters Score -834266.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -834356.625000 Penalty: 2931.783691
	Iteration 14Q: 3 clusters Score -834356.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -834436.187500 Penalty: 2931.783691
	Iteration 15Q: 3 clusters Score -834436.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -834500.312500 Penalty: 2931.783691
	Iteration 16Q: 3 clusters Score -834500.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -834548.750000 Penalty: 2931.783691
	Iteration 17Q: 3 clusters Score -834548.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -834601.937500 Penalty: 2931.783691
	Iteration 18Q: 3 clusters Score -834601.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -834651.312500 Penalty: 2931.783691
	Iteration 19Q: 3 clusters Score -834651.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -834707.437500 Penalty: 2931.783691
	Iteration 20F: 3 clusters Score -834707.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -834771.437500 Penalty: 2931.783691
	Iteration 21Q: 3 clusters Score -834771.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -834841.250000 Penalty: 2931.783691
	Iteration 22Q: 3 clusters Score -834841.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -834893.187500 Penalty: 2931.783691
	Iteration 23Q: 3 clusters Score -834893.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -834942.437500 Penalty: 2931.783691
	Iteration 24Q: 3 clusters Score -834942.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -834990.812500 Penalty: 2931.783691
	Iteration 25Q: 3 clusters Score -834990.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -835038.750000 Penalty: 2931.783691
	Iteration 26Q: 3 clusters Score -835038.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -835082.125000 Penalty: 2931.783691
	Iteration 27Q: 3 clusters Score -835082.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -835114.750000 Penalty: 2931.783691
	Iteration 28Q: 3 clusters Score -835114.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -835147.625000 Penalty: 2931.783691
	Iteration 29Q: 3 clusters Score -835147.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -835171.562500 Penalty: 2931.783691
	Iteration 30Q: 3 clusters Score -835171.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -835203.187500 Penalty: 2931.783691
	Iteration 31Q: 3 clusters Score -835203.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -835228.187500 Penalty: 2931.783691
	Iteration 32Q: 3 clusters Score -835228.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -835258.750000 Penalty: 2931.783691
	Iteration 33Q: 3 clusters Score -835258.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -835273.375000 Penalty: 2931.783691
	Iteration 34Q: 3 clusters Score -835273.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -835283.750000 Penalty: 2931.783691
	Iteration 35Q: 3 clusters Score -835283.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -835295.312500 Penalty: 2931.783691
	Iteration 36Q: 3 clusters Score -835295.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -835302.500000 Penalty: 2931.783691
	Iteration 37Q: 3 clusters Score -835302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -835308.500000 Penalty: 2931.783691
	Iteration 38Q: 3 clusters Score -835308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -835315.625000 Penalty: 2931.783691
	Iteration 39Q: 3 clusters Score -835315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -835319.937500 Penalty: 2931.783691
	Iteration 40F: 3 clusters Score -835319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -835323.312500 Penalty: 2931.783691
	Iteration 41Q: 3 clusters Score -835323.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -835334.750000 Penalty: 2931.783691
	Iteration 42Q: 3 clusters Score -835334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -835341.937500 Penalty: 2931.783691
	Iteration 43Q: 3 clusters Score -835341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -835351.500000 Penalty: 2931.783691
	Iteration 44Q: 3 clusters Score -835351.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -835362.312500 Penalty: 2931.783691
	Iteration 45Q: 3 clusters Score -835362.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -835367.437500 Penalty: 2931.783691
	Iteration 46Q: 3 clusters Score -835367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -835369.250000 Penalty: 2931.783691
	Iteration 47Q: 3 clusters Score -835369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -835371.687500 Penalty: 2931.783691
	Iteration 48Q: 3 clusters Score -835371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -835374.937500 Penalty: 2931.783691
	Iteration 49Q: 3 clusters Score -835374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -835375.687500 Penalty: 2931.783691
	Iteration 50Q: 3 clusters Score -835375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -835376.687500 Penalty: 2931.783691
	Iteration 51Q: 3 clusters Score -835376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -835376.437500 Penalty: 2931.783691
	Iteration 52Q: 3 clusters Score -835376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -835377.937500 Penalty: 2931.783691
	Iteration 53Q: 3 clusters Score -835377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -835377.812500 Penalty: 2931.783691
	Iteration 54Q: 3 clusters Score -835377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -835379.000000 Penalty: 2931.783691
	Iteration 55Q: 3 clusters Score -835379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -835379.000000 Penalty: 2931.783691
	Iteration 56F: 3 clusters Score -835379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Entering Unmasked Estep 
Score: -981426.937500 Penalty: 1485.428223
	Iteration 0F: 2 clusters Score -981426.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -974744.875000 Penalty: 2970.856445
	Iteration 0F: 3 clusters Score -974744.9 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -976785.812500 Penalty: 2970.856445
	Iteration 1F: 3 clusters Score -976785.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -977007.375000 Penalty: 2970.856445
	Iteration 2F: 3 clusters Score -977007.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -977191.312500 Penalty: 2970.856445
	Iteration 3Q: 3 clusters Score -977191.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -977353.062500 Penalty: 2970.856445
	Iteration 4Q: 3 clusters Score -977353.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -977508.312500 Penalty: 2970.856445
	Iteration 5Q: 3 clusters Score -977508.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -977667.437500 Penalty: 2970.856445
	Iteration 6Q: 3 clusters Score -977667.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -977831.125000 Penalty: 2970.856445
	Iteration 7Q: 3 clusters Score -977831.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -978013.437500 Penalty: 2970.856445
	Iteration 8Q: 3 clusters Score -978013.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -978212.812500 Penalty: 2970.856445
	Iteration 9Q: 3 clusters Score -978212.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -978409.437500 Penalty: 2970.856445
	Iteration 10Q: 3 clusters Score -978409.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -978648.187500 Penalty: 2970.856445
	Iteration 11Q: 3 clusters Score -978648.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -978886.312500 Penalty: 2970.856445
	Iteration 12Q: 3 clusters Score -978886.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -979119.937500 Penalty: 2970.856445
	Iteration 13Q: 3 clusters Score -979119.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -979339.875000 Penalty: 2970.856445
	Iteration 14Q: 3 clusters Score -979339.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -979532.625000 Penalty: 2970.856445
	Iteration 15Q: 3 clusters Score -979532.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -979697.625000 Penalty: 2970.856445
	Iteration 16Q: 3 clusters Score -979697.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -979808.187500 Penalty: 2970.856445
	Iteration 17Q: 3 clusters Score -979808.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -979887.562500 Penalty: 2970.856445
	Iteration 18Q: 3 clusters Score -979887.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -979953.375000 Penalty: 2970.856445
	Iteration 19Q: 3 clusters Score -979953.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -979993.000000 Penalty: 2970.856445
	Iteration 20F: 3 clusters Score -979993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -980024.875000 Penalty: 2970.856445
	Iteration 21Q: 3 clusters Score -980024.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -980042.125000 Penalty: 2970.856445
	Iteration 22Q: 3 clusters Score -980042.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -980064.437500 Penalty: 2970.856445
	Iteration 23Q: 3 clusters Score -980064.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -980080.687500 Penalty: 2970.856445
	Iteration 24Q: 3 clusters Score -980080.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -980093.250000 Penalty: 2970.856445
	Iteration 25Q: 3 clusters Score -980093.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -980104.500000 Penalty: 2970.856445
	Iteration 26Q: 3 clusters Score -980104.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -980109.937500 Penalty: 2970.856445
	Iteration 27Q: 3 clusters Score -980109.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -980118.812500 Penalty: 2970.856445
	Iteration 28Q: 3 clusters Score -980118.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -980133.375000 Penalty: 2970.856445
	Iteration 29Q: 3 clusters Score -980133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -980139.812500 Penalty: 2970.856445
	Iteration 30Q: 3 clusters Score -980139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -980147.437500 Penalty: 2970.856445
	Iteration 31Q: 3 clusters Score -980147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -980152.750000 Penalty: 2970.856445
	Iteration 32Q: 3 clusters Score -980152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -980157.062500 Penalty: 2970.856445
	Iteration 33Q: 3 clusters Score -980157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -980158.187500 Penalty: 2970.856445
	Iteration 34Q: 3 clusters Score -980158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -980159.187500 Penalty: 2970.856445
	Iteration 35Q: 3 clusters Score -980159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -980161.125000 Penalty: 2970.856445
	Iteration 36Q: 3 clusters Score -980161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -980161.375000 Penalty: 2970.856445
	Iteration 37Q: 3 clusters Score -980161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -980161.375000 Penalty: 2970.856445
	Iteration 38F: 3 clusters Score -980161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 93347 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 120084 members 
Mstep: Class 14 contains 69186 members 
Mstep: Class 15 contains 180553 members 
Mstep: Class 16 contains 97053 members 
Mstep: Class 17 contains 93334 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16592 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 19750 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29956 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29956 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40941 members 
Mstep: Class 35 contains 6213 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 20732 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4502 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9473 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067248.000000 Penalty: 104160.664062
Iteration 199Q: 46 clusters Score -1.540672e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 28195 members 
Mstep: Class 4 contains 15034 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71437 members 
Mstep: Class 7 contains 36995 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 93355 members 
Mstep: Class 10 contains 15345 members 
Mstep: Class 11 contains 82189 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 120102 members 
Mstep: Class 14 contains 69195 members 
Mstep: Class 15 contains 180559 members 
Mstep: Class 16 contains 97057 members 
Mstep: Class 17 contains 93358 members 
Mstep: Class 18 contains 11247 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 22018 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16590 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 19751 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29954 members 
Mstep: Class 29 contains 104372 members 
Mstep: Class 30 contains 29979 members 
Mstep: Class 31 contains 9328 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 40938 members 
Mstep: Class 35 contains 6246 members 
Mstep: Class 36 contains 29493 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 20730 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4500 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9475 members 
Mstep: Class 43 contains 8272 members 
Mstep: Class 44 contains 9337 members 
Mstep: Class 45 contains 7466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067456.000000 Penalty: 104160.664062
Iteration 200F: 46 clusters Score -1.540675e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 28184 members 
Mstep: Class 4 contains 15029 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71427 members 
Mstep: Class 7 contains 36777 members 
Mstep: Class 8 contains 6706 members 
Mstep: Class 9 contains 93354 members 
Mstep: Class 10 contains 15353 members 
Mstep: Class 11 contains 82194 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 120106 members 
Mstep: Class 14 contains 69189 members 
Mstep: Class 15 contains 180562 members 
Mstep: Class 16 contains 97055 members 
Mstep: Class 17 contains 93361 members 
Mstep: Class 18 contains 11252 members 
Mstep: Class 19 contains 3305 members 
Mstep: Class 20 contains 9208 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 22029 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16589 members 
Mstep: Class 25 contains 3274 members 
Mstep: Class 26 contains 19725 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29950 members 
Mstep: Class 29 contains 104361 members 
Mstep: Class 30 contains 29959 members 
Mstep: Class 31 contains 9331 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 40937 members 
Mstep: Class 35 contains 6162 members 
Mstep: Class 36 contains 29494 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 20730 members 
Mstep: Class 39 contains 3295 members 
Mstep: Class 40 contains 4500 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9475 members 
Mstep: Class 43 contains 8271 members 
Mstep: Class 44 contains 9344 members 
Mstep: Class 45 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067440.000000 Penalty: 104160.664062
Iteration 201Q: 46 clusters Score -1.540674e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 28169 members 
Mstep: Class 4 contains 15025 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71418 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 93342 members 
Mstep: Class 10 contains 15359 members 
Mstep: Class 11 contains 82197 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 120106 members 
Mstep: Class 14 contains 69185 members 
Mstep: Class 15 contains 180567 members 
Mstep: Class 16 contains 97051 members 
Mstep: Class 17 contains 93370 members 
Mstep: Class 18 contains 11252 members 
Mstep: Class 19 contains 3305 members 
Mstep: Class 20 contains 9223 members 
Mstep: Class 21 contains 7805 members 
Mstep: Class 22 contains 22046 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16591 members 
Mstep: Class 25 contains 3320 members 
Mstep: Class 26 contains 19704 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29950 members 
Mstep: Class 29 contains 104358 members 
Mstep: Class 30 contains 29955 members 
Mstep: Class 31 contains 9330 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 40932 members 
Mstep: Class 35 contains 6118 members 
Mstep: Class 36 contains 29493 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 20730 members 
Mstep: Class 39 contains 3295 members 
Mstep: Class 40 contains 4499 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9475 members 
Mstep: Class 43 contains 8271 members 
Mstep: Class 44 contains 9348 members 
Mstep: Class 45 contains 7944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 104160.664062
Iteration 202Q: 46 clusters Score -1.540676e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 28157 members 
Mstep: Class 4 contains 15022 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71414 members 
Mstep: Class 7 contains 36559 members 
Mstep: Class 8 contains 6716 members 
Mstep: Class 9 contains 93324 members 
Mstep: Class 10 contains 15370 members 
Mstep: Class 11 contains 82198 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 120105 members 
Mstep: Class 14 contains 69185 members 
Mstep: Class 15 contains 180577 members 
Mstep: Class 16 contains 97046 members 
Mstep: Class 17 contains 93380 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 7804 members 
Mstep: Class 22 contains 22057 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16589 members 
Mstep: Class 25 contains 3370 members 
Mstep: Class 26 contains 19692 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29953 members 
Mstep: Class 29 contains 104350 members 
Mstep: Class 30 contains 29949 members 
Mstep: Class 31 contains 9327 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 40933 members 
Mstep: Class 35 contains 6081 members 
Mstep: Class 36 contains 29495 members 
Mstep: Class 37 contains 2781 members 
Mstep: Class 38 contains 20730 members 
Mstep: Class 39 contains 3294 members 
Mstep: Class 40 contains 4499 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9477 members 
Mstep: Class 43 contains 8270 members 
Mstep: Class 44 contains 9353 members 
Mstep: Class 45 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 104160.664062
Iteration 203Q: 46 clusters Score -1.540678e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 28148 members 
Mstep: Class 4 contains 15019 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71415 members 
Mstep: Class 7 contains 36503 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 93297 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 82201 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 120110 members 
Mstep: Class 14 contains 69185 members 
Mstep: Class 15 contains 180577 members 
Mstep: Class 16 contains 97040 members 
Mstep: Class 17 contains 93385 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 7803 members 
Mstep: Class 22 contains 22063 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16588 members 
Mstep: Class 25 contains 3430 members 
Mstep: Class 26 contains 19683 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29951 members 
Mstep: Class 29 contains 104342 members 
Mstep: Class 30 contains 29952 members 
Mstep: Class 31 contains 9325 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4831 members 
Mstep: Class 34 contains 40926 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 29492 members 
Mstep: Class 37 contains 2781 members 
Mstep: Class 38 contains 20729 members 
Mstep: Class 39 contains 3296 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9479 members 
Mstep: Class 43 contains 8270 members 
Mstep: Class 44 contains 9362 members 
Mstep: Class 45 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067904.000000 Penalty: 104160.664062
Iteration 204Q: 46 clusters Score -1.540679e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 5861 members 
Mstep: Class 3 contains 28138 members 
Mstep: Class 4 contains 15019 members 
Mstep: Class 5 contains 32007 members 
Mstep: Class 6 contains 71414 members 
Mstep: Class 7 contains 36461 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 93282 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 82205 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 120111 members 
Mstep: Class 14 contains 69182 members 
Mstep: Class 15 contains 180575 members 
Mstep: Class 16 contains 97041 members 
Mstep: Class 17 contains 93391 members 
Mstep: Class 18 contains 11255 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 7805 members 
Mstep: Class 22 contains 22074 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16584 members 
Mstep: Class 25 contains 3500 members 
Mstep: Class 26 contains 19672 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29943 members 
Mstep: Class 29 contains 104328 members 
Mstep: Class 30 contains 29950 members 
Mstep: Class 31 contains 9323 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40929 members 
Mstep: Class 35 contains 6014 members 
Mstep: Class 36 contains 29490 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 20727 members 
Mstep: Class 39 contains 3297 members 
Mstep: Class 40 contains 4493 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9481 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9376 members 
Mstep: Class 45 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067792.000000 Penalty: 104160.664062
Iteration 205Q: 46 clusters Score -1.540678e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 5861 members 
Mstep: Class 3 contains 28127 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71413 members 
Mstep: Class 7 contains 36425 members 
Mstep: Class 8 contains 6726 members 
Mstep: Class 9 contains 93256 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 82208 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 120120 members 
Mstep: Class 14 contains 69181 members 
Mstep: Class 15 contains 180578 members 
Mstep: Class 16 contains 97042 members 
Mstep: Class 17 contains 93389 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9242 members 
Mstep: Class 21 contains 7799 members 
Mstep: Class 22 contains 22083 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 16581 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 19668 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29941 members 
Mstep: Class 29 contains 104321 members 
Mstep: Class 30 contains 29948 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40930 members 
Mstep: Class 35 contains 5986 members 
Mstep: Class 36 contains 29485 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 20725 members 
Mstep: Class 39 contains 3298 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9482 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9379 members 
Mstep: Class 45 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067888.000000 Penalty: 104160.664062
Iteration 206Q: 46 clusters Score -1.540679e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 28110 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 32013 members 
Mstep: Class 6 contains 71407 members 
Mstep: Class 7 contains 36392 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 10 contains 15391 members 
Mstep: Class 11 contains 82209 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120125 members 
Mstep: Class 14 contains 69182 members 
Mstep: Class 15 contains 180581 members 
Mstep: Class 16 contains 97037 members 
Mstep: Class 17 contains 93403 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 7803 members 
Mstep: Class 22 contains 22099 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16575 members 
Mstep: Class 25 contains 3617 members 
Mstep: Class 26 contains 19660 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 29937 members 
Mstep: Class 29 contains 104308 members 
Mstep: Class 30 contains 29944 members 
Mstep: Class 31 contains 9318 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40926 members 
Mstep: Class 35 contains 5955 members 
Mstep: Class 36 contains 29484 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 20720 members 
Mstep: Class 39 contains 3298 members 
Mstep: Class 40 contains 4486 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9481 members 
Mstep: Class 43 contains 8272 members 
Mstep: Class 44 contains 9388 members 
Mstep: Class 45 contains 8109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068000.000000 Penalty: 104160.664062
Iteration 207Q: 46 clusters Score -1.54068e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 28097 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 32012 members 
Mstep: Class 6 contains 71404 members 
Mstep: Class 7 contains 36404 members 
Mstep: Class 8 contains 6741 members 
Mstep: Class 9 contains 93239 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 82217 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120143 members 
Mstep: Class 14 contains 69180 members 
Mstep: Class 15 contains 180571 members 
Mstep: Class 16 contains 97036 members 
Mstep: Class 17 contains 93405 members 
Mstep: Class 18 contains 11253 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 22105 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16566 members 
Mstep: Class 25 contains 3676 members 
Mstep: Class 26 contains 19651 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 29933 members 
Mstep: Class 29 contains 104302 members 
Mstep: Class 30 contains 29945 members 
Mstep: Class 31 contains 9311 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40926 members 
Mstep: Class 35 contains 5923 members 
Mstep: Class 36 contains 29482 members 
Mstep: Class 37 contains 2795 members 
Mstep: Class 38 contains 20715 members 
Mstep: Class 39 contains 3298 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9482 members 
Mstep: Class 43 contains 8274 members 
Mstep: Class 44 contains 9396 members 
Mstep: Class 45 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067920.000000 Penalty: 104160.664062
Iteration 208Q: 46 clusters Score -1.540679e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 28081 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 36408 members 
Mstep: Class 8 contains 6747 members 
Mstep: Class 9 contains 93230 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 82227 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120155 members 
Mstep: Class 14 contains 69178 members 
Mstep: Class 15 contains 180564 members 
Mstep: Class 16 contains 97031 members 
Mstep: Class 17 contains 93410 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 22122 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16560 members 
Mstep: Class 25 contains 3736 members 
Mstep: Class 26 contains 19637 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 29928 members 
Mstep: Class 29 contains 104298 members 
Mstep: Class 30 contains 29944 members 
Mstep: Class 31 contains 9312 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40923 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 29483 members 
Mstep: Class 37 contains 2800 members 
Mstep: Class 38 contains 20713 members 
Mstep: Class 39 contains 3298 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 2959 members 
Mstep: Class 42 contains 9486 members 
Mstep: Class 43 contains 8275 members 
Mstep: Class 44 contains 9400 members 
Mstep: Class 45 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067776.000000 Penalty: 104160.664062
Iteration 209Q: 46 clusters Score -1.540678e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 28063 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 32015 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 36399 members 
Mstep: Class 8 contains 6759 members 
Mstep: Class 9 contains 93216 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 82234 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120166 members 
Mstep: Class 14 contains 69176 members 
Mstep: Class 15 contains 180561 members 
Mstep: Class 16 contains 97025 members 
Mstep: Class 17 contains 93416 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7795 members 
Mstep: Class 22 contains 22135 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 16554 members 
Mstep: Class 25 contains 3790 members 
Mstep: Class 26 contains 19634 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 29924 members 
Mstep: Class 29 contains 104292 members 
Mstep: Class 30 contains 29959 members 
Mstep: Class 31 contains 9312 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40916 members 
Mstep: Class 35 contains 5887 members 
Mstep: Class 36 contains 29481 members 
Mstep: Class 37 contains 2804 members 
Mstep: Class 38 contains 20703 members 
Mstep: Class 39 contains 3298 members 
Mstep: Class 40 contains 4484 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 9490 members 
Mstep: Class 43 contains 8279 members 
Mstep: Class 44 contains 9403 members 
Mstep: Class 45 contains 8063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067920.000000 Penalty: 104160.664062
Iteration 210Q: 46 clusters Score -1.540679e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 5860 members 
Mstep: Class 3 contains 28032 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 32016 members 
Mstep: Class 6 contains 71387 members 
Mstep: Class 7 contains 36384 members 
Mstep: Class 8 contains 6772 members 
Mstep: Class 9 contains 93198 members 
Mstep: Class 10 contains 15403 members 
Mstep: Class 11 contains 82237 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120178 members 
Mstep: Class 14 contains 69176 members 
Mstep: Class 15 contains 180559 members 
Mstep: Class 16 contains 97025 members 
Mstep: Class 17 contains 93416 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 22152 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16552 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 19629 members 
Mstep: Class 27 contains 7267 members 
Mstep: Class 28 contains 29923 members 
Mstep: Class 29 contains 104285 members 
Mstep: Class 30 contains 29976 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40908 members 
Mstep: Class 35 contains 5869 members 
Mstep: Class 36 contains 29482 members 
Mstep: Class 37 contains 2804 members 
Mstep: Class 38 contains 20698 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4488 members 
Mstep: Class 41 contains 2956 members 
Mstep: Class 42 contains 9493 members 
Mstep: Class 43 contains 8285 members 
Mstep: Class 44 contains 9408 members 
Mstep: Class 45 contains 8058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067744.000000 Penalty: 104160.664062
Iteration 211Q: 46 clusters Score -1.540677e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 28005 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 32015 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 36362 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 93186 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 82236 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120190 members 
Mstep: Class 14 contains 69175 members 
Mstep: Class 15 contains 180563 members 
Mstep: Class 16 contains 97022 members 
Mstep: Class 17 contains 93419 members 
Mstep: Class 18 contains 11261 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16554 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 19640 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 29916 members 
Mstep: Class 29 contains 104279 members 
Mstep: Class 30 contains 29987 members 
Mstep: Class 31 contains 9308 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40901 members 
Mstep: Class 35 contains 5857 members 
Mstep: Class 36 contains 29483 members 
Mstep: Class 37 contains 2801 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 2956 members 
Mstep: Class 42 contains 9494 members 
Mstep: Class 43 contains 8289 members 
Mstep: Class 44 contains 9412 members 
Mstep: Class 45 contains 8049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067616.000000 Penalty: 104160.664062
Iteration 212Q: 46 clusters Score -1.540676e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 27969 members 
Mstep: Class 4 contains 15014 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 71386 members 
Mstep: Class 7 contains 36352 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 93166 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 82237 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120210 members 
Mstep: Class 14 contains 69175 members 
Mstep: Class 15 contains 180568 members 
Mstep: Class 16 contains 97017 members 
Mstep: Class 17 contains 93409 members 
Mstep: Class 18 contains 11265 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7776 members 
Mstep: Class 22 contains 22186 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16548 members 
Mstep: Class 25 contains 3941 members 
Mstep: Class 26 contains 19647 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 29916 members 
Mstep: Class 29 contains 104275 members 
Mstep: Class 30 contains 29993 members 
Mstep: Class 31 contains 9299 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40899 members 
Mstep: Class 35 contains 5848 members 
Mstep: Class 36 contains 29480 members 
Mstep: Class 37 contains 2799 members 
Mstep: Class 38 contains 20691 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 2956 members 
Mstep: Class 42 contains 9495 members 
Mstep: Class 43 contains 8294 members 
Mstep: Class 44 contains 9414 members 
Mstep: Class 45 contains 8032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 104160.664062
Iteration 213Q: 46 clusters Score -1.540677e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 27937 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 32016 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 36344 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 93145 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 82240 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120230 members 
Mstep: Class 14 contains 69176 members 
Mstep: Class 15 contains 180580 members 
Mstep: Class 16 contains 97014 members 
Mstep: Class 17 contains 93405 members 
Mstep: Class 18 contains 11269 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7782 members 
Mstep: Class 22 contains 22204 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16547 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 19642 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 29913 members 
Mstep: Class 29 contains 104272 members 
Mstep: Class 30 contains 29999 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40891 members 
Mstep: Class 35 contains 5837 members 
Mstep: Class 36 contains 29478 members 
Mstep: Class 37 contains 2799 members 
Mstep: Class 38 contains 20691 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 2955 members 
Mstep: Class 42 contains 9495 members 
Mstep: Class 43 contains 8294 members 
Mstep: Class 44 contains 9417 members 
Mstep: Class 45 contains 8003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067840.000000 Penalty: 104160.664062
Iteration 214Q: 46 clusters Score -1.540678e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 27911 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 32015 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 36333 members 
Mstep: Class 8 contains 6812 members 
Mstep: Class 9 contains 93135 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 82243 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120241 members 
Mstep: Class 14 contains 69174 members 
Mstep: Class 15 contains 180580 members 
Mstep: Class 16 contains 97014 members 
Mstep: Class 17 contains 93395 members 
Mstep: Class 18 contains 11279 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16544 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 19644 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 29911 members 
Mstep: Class 29 contains 104268 members 
Mstep: Class 30 contains 30000 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40886 members 
Mstep: Class 35 contains 5826 members 
Mstep: Class 36 contains 29478 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 20691 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 2955 members 
Mstep: Class 42 contains 9495 members 
Mstep: Class 43 contains 8295 members 
Mstep: Class 44 contains 9422 members 
Mstep: Class 45 contains 7980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067808.000000 Penalty: 104160.664062
Iteration 215Q: 46 clusters Score -1.540678e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 5868 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 36299 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 93118 members 
Mstep: Class 10 contains 15412 members 
Mstep: Class 11 contains 82247 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120249 members 
Mstep: Class 14 contains 69167 members 
Mstep: Class 15 contains 180577 members 
Mstep: Class 16 contains 97011 members 
Mstep: Class 17 contains 93392 members 
Mstep: Class 18 contains 11289 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 22231 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16541 members 
Mstep: Class 25 contains 4111 members 
Mstep: Class 26 contains 19639 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 29909 members 
Mstep: Class 29 contains 104261 members 
Mstep: Class 30 contains 30007 members 
Mstep: Class 31 contains 9280 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 40886 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 29477 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 20690 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4491 members 
Mstep: Class 41 contains 2955 members 
Mstep: Class 42 contains 9495 members 
Mstep: Class 43 contains 8296 members 
Mstep: Class 44 contains 9428 members 
Mstep: Class 45 contains 7975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 104160.664062
Iteration 216Q: 46 clusters Score -1.540676e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 5869 members 
Mstep: Class 3 contains 27888 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 36278 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 93107 members 
Mstep: Class 10 contains 15415 members 
Mstep: Class 11 contains 82251 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120250 members 
Mstep: Class 14 contains 69160 members 
Mstep: Class 15 contains 180571 members 
Mstep: Class 16 contains 97008 members 
Mstep: Class 17 contains 93384 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 22244 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 16535 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 19638 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 29906 members 
Mstep: Class 29 contains 104250 members 
Mstep: Class 30 contains 30005 members 
Mstep: Class 31 contains 9280 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 40884 members 
Mstep: Class 35 contains 5802 members 
Mstep: Class 36 contains 29476 members 
Mstep: Class 37 contains 2800 members 
Mstep: Class 38 contains 20688 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 2954 members 
Mstep: Class 42 contains 9498 members 
Mstep: Class 43 contains 8297 members 
Mstep: Class 44 contains 9435 members 
Mstep: Class 45 contains 7952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067664.000000 Penalty: 104160.664062
Iteration 217Q: 46 clusters Score -1.540677e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 27872 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 36247 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 93089 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 82254 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120260 members 
Mstep: Class 14 contains 69158 members 
Mstep: Class 15 contains 180567 members 
Mstep: Class 16 contains 97009 members 
Mstep: Class 17 contains 93396 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 22254 members 
Mstep: Class 23 contains 3826 members 
Mstep: Class 24 contains 16530 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 19634 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 29902 members 
Mstep: Class 29 contains 104240 members 
Mstep: Class 30 contains 30004 members 
Mstep: Class 31 contains 9279 members 
Mstep: Class 32 contains 2732 members 
Mstep: Class 33 contains 4835 members 
Mstep: Class 34 contains 40886 members 
Mstep: Class 35 contains 5789 members 
Mstep: Class 36 contains 29476 members 
Mstep: Class 37 contains 2800 members 
Mstep: Class 38 contains 20688 members 
Mstep: Class 39 contains 3299 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 2953 members 
Mstep: Class 42 contains 9499 members 
Mstep: Class 43 contains 8298 members 
Mstep: Class 44 contains 9439 members 
Mstep: Class 45 contains 7938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067568.000000 Penalty: 104160.664062
Iteration 218Q: 46 clusters Score -1.540676e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 27853 members 
Mstep: Class 4 contains 15019 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 36215 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 93068 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 82255 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120272 members 
Mstep: Class 14 contains 69159 members 
Mstep: Class 15 contains 180562 members 
Mstep: Class 16 contains 97008 members 
Mstep: Class 17 contains 93401 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 7788 members 
Mstep: Class 22 contains 22266 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 16532 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 19629 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 29901 members 
Mstep: Class 29 contains 104234 members 
Mstep: Class 30 contains 30001 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4837 members 
Mstep: Class 34 contains 40887 members 
Mstep: Class 35 contains 5780 members 
Mstep: Class 36 contains 29475 members 
Mstep: Class 37 contains 2801 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3298 members 
Mstep: Class 40 contains 4493 members 
Mstep: Class 41 contains 2953 members 
Mstep: Class 42 contains 9500 members 
Mstep: Class 43 contains 8297 members 
Mstep: Class 44 contains 9441 members 
Mstep: Class 45 contains 7928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067488.000000 Penalty: 104160.664062
Iteration 219Q: 46 clusters Score -1.540675e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 5872 members 
Mstep: Class 3 contains 27841 members 
Mstep: Class 4 contains 15019 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71380 members 
Mstep: Class 7 contains 36186 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 93039 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 82256 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120278 members 
Mstep: Class 14 contains 69157 members 
Mstep: Class 15 contains 180570 members 
Mstep: Class 16 contains 97007 members 
Mstep: Class 17 contains 93408 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 7792 members 
Mstep: Class 22 contains 22278 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 16532 members 
Mstep: Class 25 contains 4335 members 
Mstep: Class 26 contains 19623 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29898 members 
Mstep: Class 29 contains 104231 members 
Mstep: Class 30 contains 29994 members 
Mstep: Class 31 contains 9262 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4837 members 
Mstep: Class 34 contains 40885 members 
Mstep: Class 35 contains 5774 members 
Mstep: Class 36 contains 29477 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3300 members 
Mstep: Class 40 contains 4495 members 
Mstep: Class 41 contains 2953 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 8298 members 
Mstep: Class 44 contains 9446 members 
Mstep: Class 45 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067392.000000 Penalty: 104160.664062
Iteration 220F: 46 clusters Score -1.540674e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155152 members 
Mstep: Class 2 contains 5876 members 
Mstep: Class 3 contains 27834 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71380 members 
Mstep: Class 7 contains 36161 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 82258 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120283 members 
Mstep: Class 14 contains 69155 members 
Mstep: Class 15 contains 180578 members 
Mstep: Class 16 contains 97002 members 
Mstep: Class 17 contains 93422 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 22280 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 16531 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 19623 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29898 members 
Mstep: Class 29 contains 104220 members 
Mstep: Class 30 contains 29995 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4837 members 
Mstep: Class 34 contains 40889 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 29473 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3302 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 2952 members 
Mstep: Class 42 contains 9502 members 
Mstep: Class 43 contains 8299 members 
Mstep: Class 44 contains 9450 members 
Mstep: Class 45 contains 7884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067472.000000 Penalty: 104160.664062
Iteration 221Q: 46 clusters Score -1.540675e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 27825 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 36131 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 92981 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 82260 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120284 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180572 members 
Mstep: Class 16 contains 97001 members 
Mstep: Class 17 contains 93429 members 
Mstep: Class 18 contains 11324 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 22288 members 
Mstep: Class 23 contains 3822 members 
Mstep: Class 24 contains 16532 members 
Mstep: Class 25 contains 4469 members 
Mstep: Class 26 contains 19619 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29898 members 
Mstep: Class 29 contains 104213 members 
Mstep: Class 30 contains 29996 members 
Mstep: Class 31 contains 9253 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4837 members 
Mstep: Class 34 contains 40888 members 
Mstep: Class 35 contains 5767 members 
Mstep: Class 36 contains 29471 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 20686 members 
Mstep: Class 39 contains 3304 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 2951 members 
Mstep: Class 42 contains 9502 members 
Mstep: Class 43 contains 8298 members 
Mstep: Class 44 contains 9454 members 
Mstep: Class 45 contains 7844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067328.000000 Penalty: 104160.664062
Iteration 222Q: 46 clusters Score -1.540673e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 27819 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 36111 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 92955 members 
Mstep: Class 10 contains 15430 members 
Mstep: Class 11 contains 82259 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120291 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180573 members 
Mstep: Class 16 contains 97001 members 
Mstep: Class 17 contains 93424 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 22297 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 16531 members 
Mstep: Class 25 contains 4548 members 
Mstep: Class 26 contains 19613 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29897 members 
Mstep: Class 29 contains 104216 members 
Mstep: Class 30 contains 29989 members 
Mstep: Class 31 contains 9250 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 40888 members 
Mstep: Class 35 contains 5764 members 
Mstep: Class 36 contains 29474 members 
Mstep: Class 37 contains 2801 members 
Mstep: Class 38 contains 20686 members 
Mstep: Class 39 contains 3305 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 2950 members 
Mstep: Class 42 contains 9502 members 
Mstep: Class 43 contains 8299 members 
Mstep: Class 44 contains 9455 members 
Mstep: Class 45 contains 7798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067264.000000 Penalty: 104160.664062
Iteration 223Q: 46 clusters Score -1.540673e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 27810 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 32002 members 
Mstep: Class 6 contains 71380 members 
Mstep: Class 7 contains 36103 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 92930 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 82255 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120300 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 180576 members 
Mstep: Class 16 contains 97001 members 
Mstep: Class 17 contains 93422 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 22303 members 
Mstep: Class 23 contains 3822 members 
Mstep: Class 24 contains 16528 members 
Mstep: Class 25 contains 4631 members 
Mstep: Class 26 contains 19606 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29897 members 
Mstep: Class 29 contains 104215 members 
Mstep: Class 30 contains 29979 members 
Mstep: Class 31 contains 9237 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 40894 members 
Mstep: Class 35 contains 5762 members 
Mstep: Class 36 contains 29477 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 20686 members 
Mstep: Class 39 contains 3305 members 
Mstep: Class 40 contains 4495 members 
Mstep: Class 41 contains 2949 members 
Mstep: Class 42 contains 9502 members 
Mstep: Class 43 contains 8300 members 
Mstep: Class 44 contains 9456 members 
Mstep: Class 45 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067376.000000 Penalty: 104160.664062
Iteration 224Q: 46 clusters Score -1.540674e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 27804 members 
Mstep: Class 4 contains 15013 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 36093 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 92907 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 82258 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120304 members 
Mstep: Class 14 contains 69152 members 
Mstep: Class 15 contains 180574 members 
Mstep: Class 16 contains 97002 members 
Mstep: Class 17 contains 93418 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9252 members 
Mstep: Class 21 contains 7810 members 
Mstep: Class 22 contains 22311 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 16528 members 
Mstep: Class 25 contains 4709 members 
Mstep: Class 26 contains 19603 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29896 members 
Mstep: Class 29 contains 104210 members 
Mstep: Class 30 contains 29978 members 
Mstep: Class 31 contains 9226 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 40897 members 
Mstep: Class 35 contains 5754 members 
Mstep: Class 36 contains 29477 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 20685 members 
Mstep: Class 39 contains 3305 members 
Mstep: Class 40 contains 4494 members 
Mstep: Class 41 contains 2949 members 
Mstep: Class 42 contains 9502 members 
Mstep: Class 43 contains 8302 members 
Mstep: Class 44 contains 9459 members 
Mstep: Class 45 contains 7703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067712.000000 Penalty: 104160.664062
Iteration 225Q: 46 clusters Score -1.540677e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 5888 members 
Mstep: Class 3 contains 27797 members 
Mstep: Class 4 contains 15016 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 92880 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 82259 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120311 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180574 members 
Mstep: Class 16 contains 96997 members 
Mstep: Class 17 contains 93423 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 22 contains 22316 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 16527 members 
Mstep: Class 25 contains 4788 members 
Mstep: Class 26 contains 19604 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29895 members 
Mstep: Class 29 contains 104209 members 
Mstep: Class 30 contains 29967 members 
Mstep: Class 31 contains 9209 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 40899 members 
Mstep: Class 35 contains 5752 members 
Mstep: Class 36 contains 29476 members 
Mstep: Class 37 contains 2797 members 
Mstep: Class 38 contains 20685 members 
Mstep: Class 39 contains 3305 members 
Mstep: Class 40 contains 4494 members 
Mstep: Class 41 contains 2947 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 8305 members 
Mstep: Class 44 contains 9459 members 
Mstep: Class 45 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067904.000000 Penalty: 104160.664062
Iteration 226Q: 46 clusters Score -1.540679e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 5895 members 
Mstep: Class 3 contains 27795 members 
Mstep: Class 4 contains 15012 members 
Mstep: Class 5 contains 32012 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 36041 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 92856 members 
Mstep: Class 10 contains 15437 members 
Mstep: Class 11 contains 82264 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120319 members 
Mstep: Class 14 contains 69155 members 
Mstep: Class 15 contains 180574 members 
Mstep: Class 16 contains 96991 members 
Mstep: Class 17 contains 93426 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7820 members 
Mstep: Class 22 contains 22321 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 16524 members 
Mstep: Class 25 contains 4856 members 
Mstep: Class 26 contains 19598 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29890 members 
Mstep: Class 29 contains 104205 members 
Mstep: Class 30 contains 29967 members 
Mstep: Class 31 contains 9198 members 
Mstep: Class 32 contains 2734 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 40901 members 
Mstep: Class 35 contains 5749 members 
Mstep: Class 36 contains 29473 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3306 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 2946 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 8308 members 
Mstep: Class 44 contains 9459 members 
Mstep: Class 45 contains 7617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067984.000000 Penalty: 104160.664062
Iteration 227Q: 46 clusters Score -1.54068e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 27791 members 
Mstep: Class 4 contains 15012 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 92830 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 82269 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120318 members 
Mstep: Class 14 contains 69159 members 
Mstep: Class 15 contains 180571 members 
Mstep: Class 16 contains 96985 members 
Mstep: Class 17 contains 93412 members 
Mstep: Class 18 contains 11325 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7826 members 
Mstep: Class 22 contains 22326 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 16523 members 
Mstep: Class 25 contains 4926 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29885 members 
Mstep: Class 29 contains 104202 members 
Mstep: Class 30 contains 29965 members 
Mstep: Class 31 contains 9189 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 40905 members 
Mstep: Class 35 contains 5749 members 
Mstep: Class 36 contains 29470 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3306 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 8311 members 
Mstep: Class 44 contains 9461 members 
Mstep: Class 45 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068032.000000 Penalty: 104160.664062
Iteration 228Q: 46 clusters Score -1.54068e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 27790 members 
Mstep: Class 4 contains 15011 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 36002 members 
Mstep: Class 8 contains 6847 members 
Mstep: Class 9 contains 92791 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 82271 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120327 members 
Mstep: Class 14 contains 69158 members 
Mstep: Class 15 contains 180568 members 
Mstep: Class 16 contains 96981 members 
Mstep: Class 17 contains 93398 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9265 members 
Mstep: Class 21 contains 7824 members 
Mstep: Class 22 contains 22331 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 16522 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 19597 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29882 members 
Mstep: Class 29 contains 104205 members 
Mstep: Class 30 contains 29959 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 40910 members 
Mstep: Class 35 contains 5742 members 
Mstep: Class 36 contains 29471 members 
Mstep: Class 37 contains 2800 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3306 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 8314 members 
Mstep: Class 44 contains 9463 members 
Mstep: Class 45 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068048.000000 Penalty: 104160.664062
Iteration 229Q: 46 clusters Score -1.54068e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 27784 members 
Mstep: Class 4 contains 15011 members 
Mstep: Class 5 contains 32012 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 35988 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 92748 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 82279 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120335 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180565 members 
Mstep: Class 16 contains 96969 members 
Mstep: Class 17 contains 93398 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9271 members 
Mstep: Class 21 contains 7825 members 
Mstep: Class 22 contains 22335 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 19595 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 29881 members 
Mstep: Class 29 contains 104199 members 
Mstep: Class 30 contains 29952 members 
Mstep: Class 31 contains 9167 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 40915 members 
Mstep: Class 35 contains 5737 members 
Mstep: Class 36 contains 29471 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 20688 members 
Mstep: Class 39 contains 3306 members 
Mstep: Class 40 contains 4490 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9501 members 
Mstep: Class 43 contains 8316 members 
Mstep: Class 44 contains 9465 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067984.000000 Penalty: 104160.664062
Iteration 230Q: 46 clusters Score -1.54068e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 5904 members 
Mstep: Class 3 contains 27772 members 
Mstep: Class 4 contains 15012 members 
Mstep: Class 5 contains 32011 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35976 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 92716 members 
Mstep: Class 10 contains 15440 members 
Mstep: Class 11 contains 82287 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120335 members 
Mstep: Class 14 contains 69157 members 
Mstep: Class 15 contains 180554 members 
Mstep: Class 16 contains 96962 members 
Mstep: Class 17 contains 93404 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9278 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 22344 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 16521 members 
Mstep: Class 25 contains 5107 members 
Mstep: Class 26 contains 19591 members 
Mstep: Class 27 contains 7271 members 
Mstep: Class 28 contains 29883 members 
Mstep: Class 29 contains 104187 members 
Mstep: Class 30 contains 29943 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40915 members 
Mstep: Class 35 contains 5729 members 
Mstep: Class 36 contains 29471 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 20688 members 
Mstep: Class 39 contains 3307 members 
Mstep: Class 40 contains 4488 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9503 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9469 members 
Mstep: Class 45 contains 7490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067920.000000 Penalty: 104160.664062
Iteration 231Q: 46 clusters Score -1.540679e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 15006 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71376 members 
Mstep: Class 7 contains 35957 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 92673 members 
Mstep: Class 10 contains 15444 members 
Mstep: Class 11 contains 82292 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120331 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180545 members 
Mstep: Class 16 contains 96953 members 
Mstep: Class 17 contains 93412 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9281 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 22352 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16520 members 
Mstep: Class 25 contains 5144 members 
Mstep: Class 26 contains 19584 members 
Mstep: Class 27 contains 7271 members 
Mstep: Class 28 contains 29882 members 
Mstep: Class 29 contains 104179 members 
Mstep: Class 30 contains 29933 members 
Mstep: Class 31 contains 9164 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40917 members 
Mstep: Class 35 contains 5720 members 
Mstep: Class 36 contains 29469 members 
Mstep: Class 37 contains 2807 members 
Mstep: Class 38 contains 20691 members 
Mstep: Class 39 contains 3310 members 
Mstep: Class 40 contains 4489 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9505 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9473 members 
Mstep: Class 45 contains 7490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067824.000000 Penalty: 104160.664062
Iteration 232Q: 46 clusters Score -1.540678e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155469 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 15005 members 
Mstep: Class 5 contains 32007 members 
Mstep: Class 6 contains 71376 members 
Mstep: Class 7 contains 35939 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 92631 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 82301 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120335 members 
Mstep: Class 14 contains 69154 members 
Mstep: Class 15 contains 180540 members 
Mstep: Class 16 contains 96944 members 
Mstep: Class 17 contains 93438 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9284 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 22359 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5184 members 
Mstep: Class 26 contains 19584 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29881 members 
Mstep: Class 29 contains 104169 members 
Mstep: Class 30 contains 29929 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40917 members 
Mstep: Class 35 contains 5711 members 
Mstep: Class 36 contains 29467 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 20692 members 
Mstep: Class 39 contains 3310 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9506 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9478 members 
Mstep: Class 45 contains 7485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068096.000000 Penalty: 104160.664062
Iteration 233Q: 46 clusters Score -1.540681e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 27767 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 32010 members 
Mstep: Class 6 contains 71376 members 
Mstep: Class 7 contains 35926 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 92596 members 
Mstep: Class 10 contains 15441 members 
Mstep: Class 11 contains 82308 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120343 members 
Mstep: Class 14 contains 69154 members 
Mstep: Class 15 contains 180516 members 
Mstep: Class 16 contains 96937 members 
Mstep: Class 17 contains 93482 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9285 members 
Mstep: Class 21 contains 7833 members 
Mstep: Class 22 contains 22364 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 5212 members 
Mstep: Class 26 contains 19585 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29879 members 
Mstep: Class 29 contains 104165 members 
Mstep: Class 30 contains 29923 members 
Mstep: Class 31 contains 9166 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40916 members 
Mstep: Class 35 contains 5706 members 
Mstep: Class 36 contains 29466 members 
Mstep: Class 37 contains 2811 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3312 members 
Mstep: Class 40 contains 4482 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9509 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9483 members 
Mstep: Class 45 contains 7480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068016.000000 Penalty: 104160.664062
Iteration 234Q: 46 clusters Score -1.54068e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 27765 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71373 members 
Mstep: Class 7 contains 35916 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 92566 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 11 contains 82313 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120347 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180502 members 
Mstep: Class 16 contains 96923 members 
Mstep: Class 17 contains 93538 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 9290 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 22370 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 5233 members 
Mstep: Class 26 contains 19586 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29877 members 
Mstep: Class 29 contains 104162 members 
Mstep: Class 30 contains 29919 members 
Mstep: Class 31 contains 9162 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40917 members 
Mstep: Class 35 contains 5700 members 
Mstep: Class 36 contains 29462 members 
Mstep: Class 37 contains 2811 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4481 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 9511 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9485 members 
Mstep: Class 45 contains 7480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068160.000000 Penalty: 104160.664062
Iteration 235Q: 46 clusters Score -1.540682e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155441 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 27753 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 32010 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 35892 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 92521 members 
Mstep: Class 10 contains 15440 members 
Mstep: Class 11 contains 82317 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120358 members 
Mstep: Class 14 contains 69152 members 
Mstep: Class 15 contains 180491 members 
Mstep: Class 16 contains 96916 members 
Mstep: Class 17 contains 93597 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 9295 members 
Mstep: Class 21 contains 7837 members 
Mstep: Class 22 contains 22376 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 19582 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29877 members 
Mstep: Class 29 contains 104159 members 
Mstep: Class 30 contains 29917 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40921 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 29461 members 
Mstep: Class 37 contains 2812 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 2944 members 
Mstep: Class 42 contains 9514 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9486 members 
Mstep: Class 45 contains 7490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068352.000000 Penalty: 104160.664062
Iteration 236Q: 46 clusters Score -1.540684e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27747 members 
Mstep: Class 4 contains 14994 members 
Mstep: Class 5 contains 32010 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 35868 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 92489 members 
Mstep: Class 10 contains 15445 members 
Mstep: Class 11 contains 82316 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120363 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 180481 members 
Mstep: Class 16 contains 96914 members 
Mstep: Class 17 contains 93644 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 22380 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 26 contains 19578 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29875 members 
Mstep: Class 29 contains 104154 members 
Mstep: Class 30 contains 29924 members 
Mstep: Class 31 contains 9156 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 29459 members 
Mstep: Class 37 contains 2811 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4480 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9516 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9487 members 
Mstep: Class 45 contains 7502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068512.000000 Penalty: 104160.664062
Iteration 237Q: 46 clusters Score -1.540685e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 27743 members 
Mstep: Class 4 contains 14987 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 35851 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 92464 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 11 contains 82314 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120365 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 180481 members 
Mstep: Class 16 contains 96910 members 
Mstep: Class 17 contains 93665 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9307 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 22387 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 5279 members 
Mstep: Class 26 contains 19577 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29873 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29930 members 
Mstep: Class 31 contains 9153 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40921 members 
Mstep: Class 35 contains 5687 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2810 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4479 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9518 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068432.000000 Penalty: 104160.664062
Iteration 238Q: 46 clusters Score -1.540684e+08 nChanged 248
Entering ConstructFrom: 
Score: -154068432.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (155465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Entering Unmasked Estep 
Score: -16303373.000000 Penalty: 1942.553589
	Iteration 0F: 2 clusters Score -1.630337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -16203386.000000 Penalty: 3885.107178
	Iteration 0F: 3 clusters Score -1.620339e+07 nChanged 75110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -16247997.000000 Penalty: 3885.107178
	Iteration 1F: 3 clusters Score -1.6248e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -16249176.000000 Penalty: 3885.107178
	Iteration 2Q: 3 clusters Score -1.624918e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -16250496.000000 Penalty: 3885.107178
	Iteration 3Q: 3 clusters Score -1.62505e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -16251935.000000 Penalty: 3885.107178
	Iteration 4Q: 3 clusters Score -1.625194e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -16254060.000000 Penalty: 3885.107178
	Iteration 5Q: 3 clusters Score -1.625406e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -16257110.000000 Penalty: 3885.107178
	Iteration 6Q: 3 clusters Score -1.625711e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -16261866.000000 Penalty: 3885.107178
	Iteration 7F: 3 clusters Score -1.626187e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -16268493.000000 Penalty: 3885.107178
	Iteration 8F: 3 clusters Score -1.626849e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -16275568.000000 Penalty: 3885.107178
	Iteration 9F: 3 clusters Score -1.627557e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -16280303.000000 Penalty: 3885.107178
	Iteration 10F: 3 clusters Score -1.62803e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -16282638.000000 Penalty: 3885.107178
	Iteration 11Q: 3 clusters Score -1.628264e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -16283700.000000 Penalty: 3885.107178
	Iteration 12Q: 3 clusters Score -1.62837e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -16284466.000000 Penalty: 3885.107178
	Iteration 13Q: 3 clusters Score -1.628447e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -16285406.000000 Penalty: 3885.107178
	Iteration 14Q: 3 clusters Score -1.628541e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -16286425.000000 Penalty: 3885.107178
	Iteration 15Q: 3 clusters Score -1.628642e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 117539 members 
Entering Unmasked Estep 
Score: -16287337.000000 Penalty: 3885.107178
	Iteration 16Q: 3 clusters Score -1.628734e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -16288303.000000 Penalty: 3885.107178
	Iteration 17Q: 3 clusters Score -1.62883e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -16289474.000000 Penalty: 3885.107178
	Iteration 18Q: 3 clusters Score -1.628947e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -16290579.000000 Penalty: 3885.107178
	Iteration 19Q: 3 clusters Score -1.629058e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 127794 members 
Entering Unmasked Estep 
Score: -16291701.000000 Penalty: 3885.107178
	Iteration 20F: 3 clusters Score -1.62917e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 130302 members 
Entering Unmasked Estep 
Score: -16292905.000000 Penalty: 3885.107178
	Iteration 21Q: 3 clusters Score -1.62929e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 132860 members 
Entering Unmasked Estep 
Score: -16294038.000000 Penalty: 3885.107178
	Iteration 22Q: 3 clusters Score -1.629404e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 135337 members 
Entering Unmasked Estep 
Score: -16295220.000000 Penalty: 3885.107178
	Iteration 23Q: 3 clusters Score -1.629522e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 137742 members 
Entering Unmasked Estep 
Score: -16296494.000000 Penalty: 3885.107178
	Iteration 24Q: 3 clusters Score -1.629649e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 140115 members 
Entering Unmasked Estep 
Score: -16297697.000000 Penalty: 3885.107178
	Iteration 25Q: 3 clusters Score -1.62977e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -16298854.000000 Penalty: 3885.107178
	Iteration 26Q: 3 clusters Score -1.629885e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -16299598.000000 Penalty: 3885.107178
	Iteration 27Q: 3 clusters Score -1.62996e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -16300215.000000 Penalty: 3885.107178
	Iteration 28Q: 3 clusters Score -1.630022e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -16300724.000000 Penalty: 3885.107178
	Iteration 29Q: 3 clusters Score -1.630072e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -16301226.000000 Penalty: 3885.107178
	Iteration 30Q: 3 clusters Score -1.630123e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 150382 members 
Entering Unmasked Estep 
Score: -16301455.000000 Penalty: 3885.107178
	Iteration 31Q: 3 clusters Score -1.630146e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 151378 members 
Entering Unmasked Estep 
Score: -16301675.000000 Penalty: 3885.107178
	Iteration 32Q: 3 clusters Score -1.630168e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -16301864.000000 Penalty: 3885.107178
	Iteration 33Q: 3 clusters Score -1.630186e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -16301903.000000 Penalty: 3885.107178
	Iteration 34Q: 3 clusters Score -1.63019e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -16301980.000000 Penalty: 3885.107178
	Iteration 35Q: 3 clusters Score -1.630198e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -16302029.000000 Penalty: 3885.107178
	Iteration 36Q: 3 clusters Score -1.630203e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -16301969.000000 Penalty: 3885.107178
	Iteration 37Q: 3 clusters Score -1.630197e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 154131 members 
Entering Unmasked Estep 
Score: -16302007.000000 Penalty: 3885.107178
	Iteration 38Q: 3 clusters Score -1.630201e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -16302009.000000 Penalty: 3885.107178
	Iteration 39Q: 3 clusters Score -1.630201e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -16302026.000000 Penalty: 3885.107178
	Iteration 40F: 3 clusters Score -1.630203e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -16302009.000000 Penalty: 3885.107178
	Iteration 41Q: 3 clusters Score -1.630201e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 154572 members 
Entering Unmasked Estep 
Score: -16302010.000000 Penalty: 3885.107178
	Iteration 42Q: 3 clusters Score -1.630201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 154636 members 
Entering Unmasked Estep 
Score: -16301998.000000 Penalty: 3885.107178
	Iteration 43Q: 3 clusters Score -1.6302e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 154686 members 
Entering Unmasked Estep 
Score: -16301977.000000 Penalty: 3885.107178
	Iteration 44Q: 3 clusters Score -1.630198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -16301998.000000 Penalty: 3885.107178
	Iteration 45Q: 3 clusters Score -1.6302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -16301998.000000 Penalty: 3885.107178
	Iteration 46Q: 3 clusters Score -1.6302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -16302005.000000 Penalty: 3885.107178
	Iteration 47Q: 3 clusters Score -1.6302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 154804 members 
Entering Unmasked Estep 
Score: -16302003.000000 Penalty: 3885.107178
	Iteration 48Q: 3 clusters Score -1.6302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -16301979.000000 Penalty: 3885.107178
	Iteration 49Q: 3 clusters Score -1.630198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -16302009.000000 Penalty: 3885.107178
	Iteration 50Q: 3 clusters Score -1.630201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -16302008.000000 Penalty: 3885.107178
	Iteration 51Q: 3 clusters Score -1.630201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -16302004.000000 Penalty: 3885.107178
	Iteration 52Q: 3 clusters Score -1.6302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -16302002.000000 Penalty: 3885.107178
	Iteration 53Q: 3 clusters Score -1.6302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -16302001.000000 Penalty: 3885.107178
	Iteration 54Q: 3 clusters Score -1.6302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -16301985.000000 Penalty: 3885.107178
	Iteration 55Q: 3 clusters Score -1.630198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -16301996.000000 Penalty: 3885.107178
	Iteration 56Q: 3 clusters Score -1.6302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -16302006.000000 Penalty: 3885.107178
	Iteration 57Q: 3 clusters Score -1.630201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 154938 members 
Entering Unmasked Estep 
Score: -16302006.000000 Penalty: 3885.107178
	Iteration 58Q: 3 clusters Score -1.630201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -16301996.000000 Penalty: 3885.107178
	Iteration 59Q: 3 clusters Score -1.6302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -16301986.000000 Penalty: 3885.107178
	Iteration 60F: 3 clusters Score -1.630199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 154956 members 
Entering Unmasked Estep 
Score: -16301995.000000 Penalty: 3885.107178
	Iteration 61Q: 3 clusters Score -1.6302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -16301981.000000 Penalty: 3885.107178
	Iteration 62Q: 3 clusters Score -1.630198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -16301980.000000 Penalty: 3885.107178
	Iteration 63Q: 3 clusters Score -1.630198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -16301980.000000 Penalty: 3885.107178
	Iteration 64F: 3 clusters Score -1.630198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -535591.750000 Penalty: 1411.215210
	Iteration 0F: 2 clusters Score -535591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -531168.250000 Penalty: 2822.430420
	Iteration 0F: 3 clusters Score -531168.2 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -532971.812500 Penalty: 2822.430420
	Iteration 1F: 3 clusters Score -532971.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -533802.437500 Penalty: 2822.430420
	Iteration 2F: 3 clusters Score -533802.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -534730.875000 Penalty: 2822.430420
	Iteration 3F: 3 clusters Score -534730.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -535349.562500 Penalty: 2822.430420
	Iteration 4F: 3 clusters Score -535349.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -535651.062500 Penalty: 2822.430420
	Iteration 5F: 3 clusters Score -535651.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -535785.750000 Penalty: 2822.430420
	Iteration 6Q: 3 clusters Score -535785.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -535841.687500 Penalty: 2822.430420
	Iteration 7Q: 3 clusters Score -535841.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -535863.687500 Penalty: 2822.430420
	Iteration 8Q: 3 clusters Score -535863.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -535874.750000 Penalty: 2822.430420
	Iteration 9Q: 3 clusters Score -535874.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -535880.625000 Penalty: 2822.430420
	Iteration 10Q: 3 clusters Score -535880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -535883.437500 Penalty: 2822.430420
	Iteration 11Q: 3 clusters Score -535883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -535886.937500 Penalty: 2822.430420
	Iteration 12Q: 3 clusters Score -535886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -535887.312500 Penalty: 2822.430420
	Iteration 13Q: 3 clusters Score -535887.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -535891.250000 Penalty: 2822.430420
	Iteration 14Q: 3 clusters Score -535891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -535891.562500 Penalty: 2822.430420
	Iteration 15Q: 3 clusters Score -535891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -535892.062500 Penalty: 2822.430420
	Iteration 16Q: 3 clusters Score -535892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -535892.687500 Penalty: 2822.430420
	Iteration 17Q: 3 clusters Score -535892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -535893.562500 Penalty: 2822.430420
	Iteration 18Q: 3 clusters Score -535893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -535893.812500 Penalty: 2822.430420
	Iteration 19Q: 3 clusters Score -535893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -535893.812500 Penalty: 2822.430420
	Iteration 20F: 3 clusters Score -535893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 3210 members 
Entering Unmasked Estep 
Score: -154067888.000000 Penalty: 106475.343750
Splitting cluster 2 changes total score from -154068432.000000 to -154067888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Entering Unmasked Estep 
Score: -2848836.750000 Penalty: 1662.483398
	Iteration 0F: 2 clusters Score -2848837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2830148.500000 Penalty: 3324.966797
	Iteration 0F: 3 clusters Score -2830148 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2837727.250000 Penalty: 3324.966797
	Iteration 1F: 3 clusters Score -2837727 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2838981.500000 Penalty: 3324.966797
	Iteration 2F: 3 clusters Score -2838982 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2840700.750000 Penalty: 3324.966797
	Iteration 3F: 3 clusters Score -2840701 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2842747.500000 Penalty: 3324.966797
	Iteration 4F: 3 clusters Score -2842748 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2844520.250000 Penalty: 3324.966797
	Iteration 5F: 3 clusters Score -2844520 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2845658.250000 Penalty: 3324.966797
	Iteration 6F: 3 clusters Score -2845658 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2846248.250000 Penalty: 3324.966797
	Iteration 7Q: 3 clusters Score -2846248 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2846538.500000 Penalty: 3324.966797
	Iteration 8Q: 3 clusters Score -2846538 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2846722.000000 Penalty: 3324.966797
	Iteration 9Q: 3 clusters Score -2846722 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2846800.500000 Penalty: 3324.966797
	Iteration 10Q: 3 clusters Score -2846800 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2846861.750000 Penalty: 3324.966797
	Iteration 11Q: 3 clusters Score -2846862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2846908.000000 Penalty: 3324.966797
	Iteration 12Q: 3 clusters Score -2846908 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2846933.000000 Penalty: 3324.966797
	Iteration 13Q: 3 clusters Score -2846933 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2846960.500000 Penalty: 3324.966797
	Iteration 14Q: 3 clusters Score -2846960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2846982.250000 Penalty: 3324.966797
	Iteration 15Q: 3 clusters Score -2846982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2847006.750000 Penalty: 3324.966797
	Iteration 16Q: 3 clusters Score -2847007 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2847041.000000 Penalty: 3324.966797
	Iteration 17Q: 3 clusters Score -2847041 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2847067.250000 Penalty: 3324.966797
	Iteration 18Q: 3 clusters Score -2847067 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2847088.500000 Penalty: 3324.966797
	Iteration 19Q: 3 clusters Score -2847088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2847106.500000 Penalty: 3324.966797
	Iteration 20F: 3 clusters Score -2847106 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2847129.250000 Penalty: 3324.966797
	Iteration 21Q: 3 clusters Score -2847129 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2847172.750000 Penalty: 3324.966797
	Iteration 22Q: 3 clusters Score -2847173 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2847223.500000 Penalty: 3324.966797
	Iteration 23Q: 3 clusters Score -2847224 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2847267.000000 Penalty: 3324.966797
	Iteration 24Q: 3 clusters Score -2847267 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2847298.750000 Penalty: 3324.966797
	Iteration 25Q: 3 clusters Score -2847299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2847326.000000 Penalty: 3324.966797
	Iteration 26Q: 3 clusters Score -2847326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2847362.000000 Penalty: 3324.966797
	Iteration 27Q: 3 clusters Score -2847362 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2847405.250000 Penalty: 3324.966797
	Iteration 28Q: 3 clusters Score -2847405 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2847426.500000 Penalty: 3324.966797
	Iteration 29Q: 3 clusters Score -2847426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2847450.750000 Penalty: 3324.966797
	Iteration 30Q: 3 clusters Score -2847451 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2847486.500000 Penalty: 3324.966797
	Iteration 31Q: 3 clusters Score -2847486 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2847513.500000 Penalty: 3324.966797
	Iteration 32Q: 3 clusters Score -2847514 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2847537.500000 Penalty: 3324.966797
	Iteration 33Q: 3 clusters Score -2847538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2847562.500000 Penalty: 3324.966797
	Iteration 34Q: 3 clusters Score -2847562 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2847577.000000 Penalty: 3324.966797
	Iteration 35Q: 3 clusters Score -2847577 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2847588.750000 Penalty: 3324.966797
	Iteration 36Q: 3 clusters Score -2847589 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2847622.500000 Penalty: 3324.966797
	Iteration 37Q: 3 clusters Score -2847622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2847639.250000 Penalty: 3324.966797
	Iteration 38Q: 3 clusters Score -2847639 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2847652.000000 Penalty: 3324.966797
	Iteration 39Q: 3 clusters Score -2847652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2847663.500000 Penalty: 3324.966797
	Iteration 40F: 3 clusters Score -2847664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2847676.500000 Penalty: 3324.966797
	Iteration 41Q: 3 clusters Score -2847676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2847695.000000 Penalty: 3324.966797
	Iteration 42Q: 3 clusters Score -2847695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2847705.250000 Penalty: 3324.966797
	Iteration 43Q: 3 clusters Score -2847705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2847721.750000 Penalty: 3324.966797
	Iteration 44Q: 3 clusters Score -2847722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2847727.500000 Penalty: 3324.966797
	Iteration 45Q: 3 clusters Score -2847728 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2847757.500000 Penalty: 3324.966797
	Iteration 46Q: 3 clusters Score -2847758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2847771.250000 Penalty: 3324.966797
	Iteration 47Q: 3 clusters Score -2847771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2847772.000000 Penalty: 3324.966797
	Iteration 48Q: 3 clusters Score -2847772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2847774.750000 Penalty: 3324.966797
	Iteration 49Q: 3 clusters Score -2847775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2847773.750000 Penalty: 3324.966797
	Iteration 50Q: 3 clusters Score -2847774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2847778.250000 Penalty: 3324.966797
	Iteration 51Q: 3 clusters Score -2847778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2847792.250000 Penalty: 3324.966797
	Iteration 52Q: 3 clusters Score -2847792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2847786.000000 Penalty: 3324.966797
	Iteration 53Q: 3 clusters Score -2847786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2847797.500000 Penalty: 3324.966797
	Iteration 54Q: 3 clusters Score -2847798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2847798.750000 Penalty: 3324.966797
	Iteration 55Q: 3 clusters Score -2847799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2847796.000000 Penalty: 3324.966797
	Iteration 56Q: 3 clusters Score -2847796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2847795.750000 Penalty: 3324.966797
	Iteration 57Q: 3 clusters Score -2847796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2847799.000000 Penalty: 3324.966797
	Iteration 58Q: 3 clusters Score -2847799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2847797.750000 Penalty: 3324.966797
	Iteration 59Q: 3 clusters Score -2847798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2847799.000000 Penalty: 3324.966797
	Iteration 60F: 3 clusters Score -2847799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2847800.250000 Penalty: 3324.966797
	Iteration 61Q: 3 clusters Score -2847800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2847800.750000 Penalty: 3324.966797
	Iteration 62Q: 3 clusters Score -2847801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2847800.250000 Penalty: 3324.966797
	Iteration 63Q: 3 clusters Score -2847800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2847801.750000 Penalty: 3324.966797
	Iteration 64Q: 3 clusters Score -2847802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2847801.750000 Penalty: 3324.966797
	Iteration 65F: 3 clusters Score -2847802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -1498640.250000 Penalty: 1562.405884
	Iteration 0F: 2 clusters Score -1498640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1488247.000000 Penalty: 3124.811768
	Iteration 0F: 3 clusters Score -1488247 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1492311.500000 Penalty: 3124.811768
	Iteration 1F: 3 clusters Score -1492312 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1493207.750000 Penalty: 3124.811768
	Iteration 2F: 3 clusters Score -1493208 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1494277.125000 Penalty: 3124.811768
	Iteration 3F: 3 clusters Score -1494277 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1495411.875000 Penalty: 3124.811768
	Iteration 4F: 3 clusters Score -1495412 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1496428.625000 Penalty: 3124.811768
	Iteration 5F: 3 clusters Score -1496429 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1497167.500000 Penalty: 3124.811768
	Iteration 6F: 3 clusters Score -1497168 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1497681.375000 Penalty: 3124.811768
	Iteration 7Q: 3 clusters Score -1497681 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1498043.000000 Penalty: 3124.811768
	Iteration 8Q: 3 clusters Score -1498043 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1498304.000000 Penalty: 3124.811768
	Iteration 9Q: 3 clusters Score -1498304 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1498467.875000 Penalty: 3124.811768
	Iteration 10Q: 3 clusters Score -1498468 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1498565.500000 Penalty: 3124.811768
	Iteration 11Q: 3 clusters Score -1498566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1498635.500000 Penalty: 3124.811768
	Iteration 12Q: 3 clusters Score -1498636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1498665.750000 Penalty: 3124.811768
	Iteration 13Q: 3 clusters Score -1498666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1498694.875000 Penalty: 3124.811768
	Iteration 14Q: 3 clusters Score -1498695 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1498713.875000 Penalty: 3124.811768
	Iteration 15Q: 3 clusters Score -1498714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1498716.500000 Penalty: 3124.811768
	Iteration 16Q: 3 clusters Score -1498716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1498715.875000 Penalty: 3124.811768
	Iteration 17Q: 3 clusters Score -1498716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1498718.625000 Penalty: 3124.811768
	Iteration 18Q: 3 clusters Score -1498719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1498725.375000 Penalty: 3124.811768
	Iteration 19Q: 3 clusters Score -1498725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1498723.125000 Penalty: 3124.811768
	Iteration 20F: 3 clusters Score -1498723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1498724.000000 Penalty: 3124.811768
	Iteration 21Q: 3 clusters Score -1498724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1498722.250000 Penalty: 3124.811768
	Iteration 22Q: 3 clusters Score -1498722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1498727.250000 Penalty: 3124.811768
	Iteration 23Q: 3 clusters Score -1498727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1498732.375000 Penalty: 3124.811768
	Iteration 24Q: 3 clusters Score -1498732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1498733.625000 Penalty: 3124.811768
	Iteration 25Q: 3 clusters Score -1498734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1498733.625000 Penalty: 3124.811768
	Iteration 26Q: 3 clusters Score -1498734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1498731.750000 Penalty: 3124.811768
	Iteration 27Q: 3 clusters Score -1498732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1498732.250000 Penalty: 3124.811768
	Iteration 28Q: 3 clusters Score -1498732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1498731.375000 Penalty: 3124.811768
	Iteration 29Q: 3 clusters Score -1498731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1498735.250000 Penalty: 3124.811768
	Iteration 30Q: 3 clusters Score -1498735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1498736.125000 Penalty: 3124.811768
	Iteration 31Q: 3 clusters Score -1498736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1498737.250000 Penalty: 3124.811768
	Iteration 32Q: 3 clusters Score -1498737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1498738.875000 Penalty: 3124.811768
	Iteration 33Q: 3 clusters Score -1498739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1498740.125000 Penalty: 3124.811768
	Iteration 34Q: 3 clusters Score -1498740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1498737.375000 Penalty: 3124.811768
	Iteration 35Q: 3 clusters Score -1498737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1498741.875000 Penalty: 3124.811768
	Iteration 36Q: 3 clusters Score -1498742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1498741.625000 Penalty: 3124.811768
	Iteration 37Q: 3 clusters Score -1498742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1498741.625000 Penalty: 3124.811768
	Iteration 38F: 3 clusters Score -1498742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 11057 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 3928 members 
Entering Unmasked Estep 
Score: -154067408.000000 Penalty: 106475.343750
Splitting cluster 4 changes total score from -154068432.000000 to -154067408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (32009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Entering Unmasked Estep 
Score: -3258173.250000 Penalty: 1685.738037
	Iteration 0F: 2 clusters Score -3258173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3236555.750000 Penalty: 3371.476074
	Iteration 0F: 3 clusters Score -3236556 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3245060.500000 Penalty: 3371.476074
	Iteration 1F: 3 clusters Score -3245060 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3245700.000000 Penalty: 3371.476074
	Iteration 2Q: 3 clusters Score -3245700 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3246467.750000 Penalty: 3371.476074
	Iteration 3F: 3 clusters Score -3246468 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3247439.000000 Penalty: 3371.476074
	Iteration 4F: 3 clusters Score -3247439 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3248718.250000 Penalty: 3371.476074
	Iteration 5F: 3 clusters Score -3248718 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3250195.250000 Penalty: 3371.476074
	Iteration 6F: 3 clusters Score -3250195 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3251726.250000 Penalty: 3371.476074
	Iteration 7F: 3 clusters Score -3251726 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3252989.250000 Penalty: 3371.476074
	Iteration 8F: 3 clusters Score -3252989 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3253920.750000 Penalty: 3371.476074
	Iteration 9Q: 3 clusters Score -3253921 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3254685.250000 Penalty: 3371.476074
	Iteration 10Q: 3 clusters Score -3254685 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3255328.750000 Penalty: 3371.476074
	Iteration 11Q: 3 clusters Score -3255329 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3255905.500000 Penalty: 3371.476074
	Iteration 12Q: 3 clusters Score -3255906 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3256337.750000 Penalty: 3371.476074
	Iteration 13Q: 3 clusters Score -3256338 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3256609.750000 Penalty: 3371.476074
	Iteration 14Q: 3 clusters Score -3256610 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3256781.000000 Penalty: 3371.476074
	Iteration 15Q: 3 clusters Score -3256781 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3256893.750000 Penalty: 3371.476074
	Iteration 16Q: 3 clusters Score -3256894 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3256983.750000 Penalty: 3371.476074
	Iteration 17Q: 3 clusters Score -3256984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3257045.000000 Penalty: 3371.476074
	Iteration 18Q: 3 clusters Score -3257045 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3257082.750000 Penalty: 3371.476074
	Iteration 19Q: 3 clusters Score -3257083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3257111.750000 Penalty: 3371.476074
	Iteration 20F: 3 clusters Score -3257112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3257131.000000 Penalty: 3371.476074
	Iteration 21Q: 3 clusters Score -3257131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3257127.750000 Penalty: 3371.476074
	Iteration 22Q: 3 clusters Score -3257128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3257133.000000 Penalty: 3371.476074
	Iteration 23Q: 3 clusters Score -3257133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3257139.750000 Penalty: 3371.476074
	Iteration 24Q: 3 clusters Score -3257140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3257139.750000 Penalty: 3371.476074
	Iteration 25Q: 3 clusters Score -3257140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3257143.750000 Penalty: 3371.476074
	Iteration 26Q: 3 clusters Score -3257144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3257144.250000 Penalty: 3371.476074
	Iteration 27Q: 3 clusters Score -3257144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3257148.500000 Penalty: 3371.476074
	Iteration 28Q: 3 clusters Score -3257148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3257154.750000 Penalty: 3371.476074
	Iteration 29Q: 3 clusters Score -3257155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3257161.000000 Penalty: 3371.476074
	Iteration 30Q: 3 clusters Score -3257161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3257160.250000 Penalty: 3371.476074
	Iteration 31Q: 3 clusters Score -3257160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3257167.500000 Penalty: 3371.476074
	Iteration 32Q: 3 clusters Score -3257168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3257167.750000 Penalty: 3371.476074
	Iteration 33Q: 3 clusters Score -3257168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3257162.250000 Penalty: 3371.476074
	Iteration 34Q: 3 clusters Score -3257162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3257171.000000 Penalty: 3371.476074
	Iteration 35Q: 3 clusters Score -3257171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3257172.500000 Penalty: 3371.476074
	Iteration 36Q: 3 clusters Score -3257172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3257172.750000 Penalty: 3371.476074
	Iteration 37Q: 3 clusters Score -3257173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3257175.500000 Penalty: 3371.476074
	Iteration 38Q: 3 clusters Score -3257176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3257177.750000 Penalty: 3371.476074
	Iteration 39Q: 3 clusters Score -3257178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3257173.000000 Penalty: 3371.476074
	Iteration 40F: 3 clusters Score -3257173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3257175.250000 Penalty: 3371.476074
	Iteration 41Q: 3 clusters Score -3257175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3257176.500000 Penalty: 3371.476074
	Iteration 42Q: 3 clusters Score -3257176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3257178.250000 Penalty: 3371.476074
	Iteration 43Q: 3 clusters Score -3257178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3257178.250000 Penalty: 3371.476074
	Iteration 44F: 3 clusters Score -3257178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Entering Unmasked Estep 
Score: -7474246.500000 Penalty: 1816.058594
	Iteration 0F: 2 clusters Score -7474246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -7426225.000000 Penalty: 3632.117188
	Iteration 0F: 3 clusters Score -7426225 nChanged 33969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -7445748.500000 Penalty: 3632.117188
	Iteration 1F: 3 clusters Score -7445748 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -7446428.500000 Penalty: 3632.117188
	Iteration 2Q: 3 clusters Score -7446428 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -7447193.500000 Penalty: 3632.117188
	Iteration 3Q: 3 clusters Score -7447194 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -7448171.500000 Penalty: 3632.117188
	Iteration 4Q: 3 clusters Score -7448172 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7449452.500000 Penalty: 3632.117188
	Iteration 5Q: 3 clusters Score -7449452 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -7451357.500000 Penalty: 3632.117188
	Iteration 6F: 3 clusters Score -7451358 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -7453972.500000 Penalty: 3632.117188
	Iteration 7F: 3 clusters Score -7453972 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -7457350.000000 Penalty: 3632.117188
	Iteration 8F: 3 clusters Score -7457350 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -7461149.500000 Penalty: 3632.117188
	Iteration 9F: 3 clusters Score -7461150 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -7464772.500000 Penalty: 3632.117188
	Iteration 10F: 3 clusters Score -7464772 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -7467878.000000 Penalty: 3632.117188
	Iteration 11F: 3 clusters Score -7467878 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7470047.500000 Penalty: 3632.117188
	Iteration 12Q: 3 clusters Score -7470048 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7471306.500000 Penalty: 3632.117188
	Iteration 13Q: 3 clusters Score -7471306 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7472021.000000 Penalty: 3632.117188
	Iteration 14Q: 3 clusters Score -7472021 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7472406.500000 Penalty: 3632.117188
	Iteration 15Q: 3 clusters Score -7472406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7472592.000000 Penalty: 3632.117188
	Iteration 16Q: 3 clusters Score -7472592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7472683.500000 Penalty: 3632.117188
	Iteration 17Q: 3 clusters Score -7472684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7472763.500000 Penalty: 3632.117188
	Iteration 18Q: 3 clusters Score -7472764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7472824.000000 Penalty: 3632.117188
	Iteration 19Q: 3 clusters Score -7472824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7472866.500000 Penalty: 3632.117188
	Iteration 20F: 3 clusters Score -7472866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7472886.500000 Penalty: 3632.117188
	Iteration 21Q: 3 clusters Score -7472886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7472897.500000 Penalty: 3632.117188
	Iteration 22Q: 3 clusters Score -7472898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7472918.000000 Penalty: 3632.117188
	Iteration 23Q: 3 clusters Score -7472918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7472931.500000 Penalty: 3632.117188
	Iteration 24Q: 3 clusters Score -7472932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7472932.000000 Penalty: 3632.117188
	Iteration 25Q: 3 clusters Score -7472932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7472932.500000 Penalty: 3632.117188
	Iteration 26Q: 3 clusters Score -7472932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7472948.000000 Penalty: 3632.117188
	Iteration 27Q: 3 clusters Score -7472948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7472947.500000 Penalty: 3632.117188
	Iteration 28Q: 3 clusters Score -7472948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7472954.000000 Penalty: 3632.117188
	Iteration 29Q: 3 clusters Score -7472954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7472967.000000 Penalty: 3632.117188
	Iteration 30Q: 3 clusters Score -7472967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7472978.000000 Penalty: 3632.117188
	Iteration 31Q: 3 clusters Score -7472978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7472976.000000 Penalty: 3632.117188
	Iteration 32Q: 3 clusters Score -7472976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7472978.000000 Penalty: 3632.117188
	Iteration 33Q: 3 clusters Score -7472978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7472988.000000 Penalty: 3632.117188
	Iteration 34Q: 3 clusters Score -7472988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7472991.500000 Penalty: 3632.117188
	Iteration 35Q: 3 clusters Score -7472992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7473002.500000 Penalty: 3632.117188
	Iteration 36Q: 3 clusters Score -7473002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7473008.000000 Penalty: 3632.117188
	Iteration 37Q: 3 clusters Score -7473008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7473018.000000 Penalty: 3632.117188
	Iteration 38Q: 3 clusters Score -7473018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7473030.000000 Penalty: 3632.117188
	Iteration 39Q: 3 clusters Score -7473030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7473026.000000 Penalty: 3632.117188
	Iteration 40F: 3 clusters Score -7473026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7473040.500000 Penalty: 3632.117188
	Iteration 41Q: 3 clusters Score -7473040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7473039.000000 Penalty: 3632.117188
	Iteration 42Q: 3 clusters Score -7473039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7473040.000000 Penalty: 3632.117188
	Iteration 43Q: 3 clusters Score -7473040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7473039.500000 Penalty: 3632.117188
	Iteration 44Q: 3 clusters Score -7473040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7473040.500000 Penalty: 3632.117188
	Iteration 45Q: 3 clusters Score -7473040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7473045.000000 Penalty: 3632.117188
	Iteration 46Q: 3 clusters Score -7473045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7473049.500000 Penalty: 3632.117188
	Iteration 47Q: 3 clusters Score -7473050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7473048.500000 Penalty: 3632.117188
	Iteration 48Q: 3 clusters Score -7473048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7473045.000000 Penalty: 3632.117188
	Iteration 49Q: 3 clusters Score -7473045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7473043.000000 Penalty: 3632.117188
	Iteration 50Q: 3 clusters Score -7473043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7473047.500000 Penalty: 3632.117188
	Iteration 51Q: 3 clusters Score -7473048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7473060.000000 Penalty: 3632.117188
	Iteration 52Q: 3 clusters Score -7473060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7473058.000000 Penalty: 3632.117188
	Iteration 53Q: 3 clusters Score -7473058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7473057.500000 Penalty: 3632.117188
	Iteration 54Q: 3 clusters Score -7473058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7473066.500000 Penalty: 3632.117188
	Iteration 55Q: 3 clusters Score -7473066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7473073.000000 Penalty: 3632.117188
	Iteration 56Q: 3 clusters Score -7473073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7473073.000000 Penalty: 3632.117188
	Iteration 57F: 3 clusters Score -7473073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Entering Unmasked Estep 
Score: -3710024.000000 Penalty: 1704.121826
	Iteration 0F: 2 clusters Score -3710024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3685984.500000 Penalty: 3408.243652
	Iteration 0F: 3 clusters Score -3685984 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3695079.750000 Penalty: 3408.243652
	Iteration 1F: 3 clusters Score -3695080 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3695617.500000 Penalty: 3408.243652
	Iteration 2Q: 3 clusters Score -3695618 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3696344.500000 Penalty: 3408.243652
	Iteration 3Q: 3 clusters Score -3696344 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3697347.000000 Penalty: 3408.243652
	Iteration 4F: 3 clusters Score -3697347 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3698920.250000 Penalty: 3408.243652
	Iteration 5F: 3 clusters Score -3698920 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3701121.000000 Penalty: 3408.243652
	Iteration 6F: 3 clusters Score -3701121 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3703479.500000 Penalty: 3408.243652
	Iteration 7F: 3 clusters Score -3703480 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3705502.500000 Penalty: 3408.243652
	Iteration 8F: 3 clusters Score -3705502 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -3706847.500000 Penalty: 3408.243652
	Iteration 9Q: 3 clusters Score -3706848 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3707631.250000 Penalty: 3408.243652
	Iteration 10Q: 3 clusters Score -3707631 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -3708033.500000 Penalty: 3408.243652
	Iteration 11Q: 3 clusters Score -3708034 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -3708270.500000 Penalty: 3408.243652
	Iteration 12Q: 3 clusters Score -3708270 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -3708397.750000 Penalty: 3408.243652
	Iteration 13Q: 3 clusters Score -3708398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -3708457.750000 Penalty: 3408.243652
	Iteration 14Q: 3 clusters Score -3708458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -3708497.500000 Penalty: 3408.243652
	Iteration 15Q: 3 clusters Score -3708498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3708516.500000 Penalty: 3408.243652
	Iteration 16Q: 3 clusters Score -3708516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -3708524.750000 Penalty: 3408.243652
	Iteration 17Q: 3 clusters Score -3708525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -3708535.500000 Penalty: 3408.243652
	Iteration 18Q: 3 clusters Score -3708536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -3708538.250000 Penalty: 3408.243652
	Iteration 19Q: 3 clusters Score -3708538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -3708544.000000 Penalty: 3408.243652
	Iteration 20F: 3 clusters Score -3708544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -3708545.750000 Penalty: 3408.243652
	Iteration 21Q: 3 clusters Score -3708546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -3708545.750000 Penalty: 3408.243652
	Iteration 22Q: 3 clusters Score -3708546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -3708545.750000 Penalty: 3408.243652
	Iteration 23F: 3 clusters Score -3708546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -701244.000000 Penalty: 1435.271729
	Iteration 0F: 2 clusters Score -701244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -696106.625000 Penalty: 2870.543457
	Iteration 0F: 3 clusters Score -696106.6 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -697692.937500 Penalty: 2870.543457
	Iteration 1F: 3 clusters Score -697692.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -697943.375000 Penalty: 2870.543457
	Iteration 2F: 3 clusters Score -697943.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -698185.875000 Penalty: 2870.543457
	Iteration 3F: 3 clusters Score -698185.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -698484.687500 Penalty: 2870.543457
	Iteration 4F: 3 clusters Score -698484.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -698837.812500 Penalty: 2870.543457
	Iteration 5F: 3 clusters Score -698837.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -699250.875000 Penalty: 2870.543457
	Iteration 6F: 3 clusters Score -699250.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -699595.750000 Penalty: 2870.543457
	Iteration 7F: 3 clusters Score -699595.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -699838.750000 Penalty: 2870.543457
	Iteration 8F: 3 clusters Score -699838.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -699992.062500 Penalty: 2870.543457
	Iteration 9Q: 3 clusters Score -699992.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -700099.937500 Penalty: 2870.543457
	Iteration 10Q: 3 clusters Score -700099.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -700161.812500 Penalty: 2870.543457
	Iteration 11Q: 3 clusters Score -700161.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -700193.812500 Penalty: 2870.543457
	Iteration 12Q: 3 clusters Score -700193.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -700216.062500 Penalty: 2870.543457
	Iteration 13Q: 3 clusters Score -700216.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -700236.375000 Penalty: 2870.543457
	Iteration 14Q: 3 clusters Score -700236.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -700254.437500 Penalty: 2870.543457
	Iteration 15Q: 3 clusters Score -700254.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -700269.562500 Penalty: 2870.543457
	Iteration 16Q: 3 clusters Score -700269.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -700278.750000 Penalty: 2870.543457
	Iteration 17Q: 3 clusters Score -700278.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -700288.062500 Penalty: 2870.543457
	Iteration 18Q: 3 clusters Score -700288.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -700292.250000 Penalty: 2870.543457
	Iteration 19Q: 3 clusters Score -700292.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -700297.812500 Penalty: 2870.543457
	Iteration 20F: 3 clusters Score -700297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -700302.687500 Penalty: 2870.543457
	Iteration 21Q: 3 clusters Score -700302.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -700310.750000 Penalty: 2870.543457
	Iteration 22Q: 3 clusters Score -700310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -700312.812500 Penalty: 2870.543457
	Iteration 23Q: 3 clusters Score -700312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -700316.562500 Penalty: 2870.543457
	Iteration 24Q: 3 clusters Score -700316.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -700319.500000 Penalty: 2870.543457
	Iteration 25Q: 3 clusters Score -700319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -700322.562500 Penalty: 2870.543457
	Iteration 26Q: 3 clusters Score -700322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -700325.125000 Penalty: 2870.543457
	Iteration 27Q: 3 clusters Score -700325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -700328.437500 Penalty: 2870.543457
	Iteration 28Q: 3 clusters Score -700328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -700334.000000 Penalty: 2870.543457
	Iteration 29Q: 3 clusters Score -700334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -700336.812500 Penalty: 2870.543457
	Iteration 30Q: 3 clusters Score -700336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -700338.125000 Penalty: 2870.543457
	Iteration 31Q: 3 clusters Score -700338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -700341.625000 Penalty: 2870.543457
	Iteration 32Q: 3 clusters Score -700341.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -700346.312500 Penalty: 2870.543457
	Iteration 33Q: 3 clusters Score -700346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -700348.562500 Penalty: 2870.543457
	Iteration 34Q: 3 clusters Score -700348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -700348.187500 Penalty: 2870.543457
	Iteration 35Q: 3 clusters Score -700348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -700350.937500 Penalty: 2870.543457
	Iteration 36Q: 3 clusters Score -700350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -700352.000000 Penalty: 2870.543457
	Iteration 37Q: 3 clusters Score -700352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -700354.312500 Penalty: 2870.543457
	Iteration 38Q: 3 clusters Score -700354.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -700358.875000 Penalty: 2870.543457
	Iteration 39Q: 3 clusters Score -700358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -700362.125000 Penalty: 2870.543457
	Iteration 40F: 3 clusters Score -700362.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -700365.812500 Penalty: 2870.543457
	Iteration 41Q: 3 clusters Score -700365.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -700371.875000 Penalty: 2870.543457
	Iteration 42Q: 3 clusters Score -700371.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -700382.687500 Penalty: 2870.543457
	Iteration 43Q: 3 clusters Score -700382.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -700393.000000 Penalty: 2870.543457
	Iteration 44Q: 3 clusters Score -700393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -700405.750000 Penalty: 2870.543457
	Iteration 45Q: 3 clusters Score -700405.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -700419.750000 Penalty: 2870.543457
	Iteration 46Q: 3 clusters Score -700419.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -700437.812500 Penalty: 2870.543457
	Iteration 47Q: 3 clusters Score -700437.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -700454.062500 Penalty: 2870.543457
	Iteration 48Q: 3 clusters Score -700454.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -700473.437500 Penalty: 2870.543457
	Iteration 49Q: 3 clusters Score -700473.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -700491.375000 Penalty: 2870.543457
	Iteration 50Q: 3 clusters Score -700491.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -700515.437500 Penalty: 2870.543457
	Iteration 51Q: 3 clusters Score -700515.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -700528.750000 Penalty: 2870.543457
	Iteration 52Q: 3 clusters Score -700528.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -700548.812500 Penalty: 2870.543457
	Iteration 53Q: 3 clusters Score -700548.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -700567.000000 Penalty: 2870.543457
	Iteration 54Q: 3 clusters Score -700567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -700584.437500 Penalty: 2870.543457
	Iteration 55Q: 3 clusters Score -700584.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -700598.625000 Penalty: 2870.543457
	Iteration 56Q: 3 clusters Score -700598.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -700609.125000 Penalty: 2870.543457
	Iteration 57Q: 3 clusters Score -700609.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -700620.625000 Penalty: 2870.543457
	Iteration 58Q: 3 clusters Score -700620.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -700626.562500 Penalty: 2870.543457
	Iteration 59Q: 3 clusters Score -700626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -700629.750000 Penalty: 2870.543457
	Iteration 60F: 3 clusters Score -700629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -700632.687500 Penalty: 2870.543457
	Iteration 61Q: 3 clusters Score -700632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -700635.062500 Penalty: 2870.543457
	Iteration 62Q: 3 clusters Score -700635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -700636.312500 Penalty: 2870.543457
	Iteration 63Q: 3 clusters Score -700636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -700639.500000 Penalty: 2870.543457
	Iteration 64Q: 3 clusters Score -700639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -700641.062500 Penalty: 2870.543457
	Iteration 65Q: 3 clusters Score -700641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -700641.750000 Penalty: 2870.543457
	Iteration 66Q: 3 clusters Score -700641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -700642.250000 Penalty: 2870.543457
	Iteration 67Q: 3 clusters Score -700642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -700642.250000 Penalty: 2870.543457
	Iteration 68F: 3 clusters Score -700642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Entering Unmasked Estep 
Score: -9622305.000000 Penalty: 1858.070923
	Iteration 0F: 2 clusters Score -9622305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -9560729.000000 Penalty: 3716.141846
	Iteration 0F: 3 clusters Score -9560729 nChanged 44129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -9586298.000000 Penalty: 3716.141846
	Iteration 1F: 3 clusters Score -9586298 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -9587032.000000 Penalty: 3716.141846
	Iteration 2Q: 3 clusters Score -9587032 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -9587947.000000 Penalty: 3716.141846
	Iteration 3Q: 3 clusters Score -9587947 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -9589141.000000 Penalty: 3716.141846
	Iteration 4Q: 3 clusters Score -9589141 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -9590819.000000 Penalty: 3716.141846
	Iteration 5Q: 3 clusters Score -9590819 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9593062.000000 Penalty: 3716.141846
	Iteration 6F: 3 clusters Score -9593062 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -9596288.000000 Penalty: 3716.141846
	Iteration 7F: 3 clusters Score -9596288 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -9600288.000000 Penalty: 3716.141846
	Iteration 8F: 3 clusters Score -9600288 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -9605191.000000 Penalty: 3716.141846
	Iteration 9F: 3 clusters Score -9605191 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -9610164.000000 Penalty: 3716.141846
	Iteration 10F: 3 clusters Score -9610164 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -9614445.000000 Penalty: 3716.141846
	Iteration 11Q: 3 clusters Score -9614445 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -9617176.000000 Penalty: 3716.141846
	Iteration 12Q: 3 clusters Score -9617176 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -9618495.000000 Penalty: 3716.141846
	Iteration 13Q: 3 clusters Score -9618495 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -9619130.000000 Penalty: 3716.141846
	Iteration 14Q: 3 clusters Score -9619130 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -9619514.000000 Penalty: 3716.141846
	Iteration 15Q: 3 clusters Score -9619514 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -9619896.000000 Penalty: 3716.141846
	Iteration 16Q: 3 clusters Score -9619896 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -9620198.000000 Penalty: 3716.141846
	Iteration 17Q: 3 clusters Score -9620198 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -9620430.000000 Penalty: 3716.141846
	Iteration 18Q: 3 clusters Score -9620430 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -9620606.000000 Penalty: 3716.141846
	Iteration 19Q: 3 clusters Score -9620606 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -9620712.000000 Penalty: 3716.141846
	Iteration 20F: 3 clusters Score -9620712 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -9620832.000000 Penalty: 3716.141846
	Iteration 21Q: 3 clusters Score -9620832 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -9620926.000000 Penalty: 3716.141846
	Iteration 22Q: 3 clusters Score -9620926 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -9621003.000000 Penalty: 3716.141846
	Iteration 23Q: 3 clusters Score -9621003 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -9621064.000000 Penalty: 3716.141846
	Iteration 24Q: 3 clusters Score -9621064 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9621142.000000 Penalty: 3716.141846
	Iteration 25Q: 3 clusters Score -9621142 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -9621181.000000 Penalty: 3716.141846
	Iteration 26Q: 3 clusters Score -9621181 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -9621187.000000 Penalty: 3716.141846
	Iteration 27Q: 3 clusters Score -9621187 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -9621246.000000 Penalty: 3716.141846
	Iteration 28Q: 3 clusters Score -9621246 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -9621314.000000 Penalty: 3716.141846
	Iteration 29Q: 3 clusters Score -9621314 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -9621396.000000 Penalty: 3716.141846
	Iteration 30Q: 3 clusters Score -9621396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -9621444.000000 Penalty: 3716.141846
	Iteration 31Q: 3 clusters Score -9621444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -9621493.000000 Penalty: 3716.141846
	Iteration 32Q: 3 clusters Score -9621493 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -9621501.000000 Penalty: 3716.141846
	Iteration 33Q: 3 clusters Score -9621501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -9621530.000000 Penalty: 3716.141846
	Iteration 34Q: 3 clusters Score -9621530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -9621522.000000 Penalty: 3716.141846
	Iteration 35Q: 3 clusters Score -9621522 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -9621537.000000 Penalty: 3716.141846
	Iteration 36Q: 3 clusters Score -9621537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9621560.000000 Penalty: 3716.141846
	Iteration 37Q: 3 clusters Score -9621560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -9621596.000000 Penalty: 3716.141846
	Iteration 38Q: 3 clusters Score -9621596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -9621616.000000 Penalty: 3716.141846
	Iteration 39Q: 3 clusters Score -9621616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9621632.000000 Penalty: 3716.141846
	Iteration 40F: 3 clusters Score -9621632 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -9621643.000000 Penalty: 3716.141846
	Iteration 41Q: 3 clusters Score -9621643 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -9621665.000000 Penalty: 3716.141846
	Iteration 42Q: 3 clusters Score -9621665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -9621666.000000 Penalty: 3716.141846
	Iteration 43Q: 3 clusters Score -9621666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -9621669.000000 Penalty: 3716.141846
	Iteration 44Q: 3 clusters Score -9621669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -9621686.000000 Penalty: 3716.141846
	Iteration 45Q: 3 clusters Score -9621686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -9621682.000000 Penalty: 3716.141846
	Iteration 46Q: 3 clusters Score -9621682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -9621701.000000 Penalty: 3716.141846
	Iteration 47Q: 3 clusters Score -9621701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9621725.000000 Penalty: 3716.141846
	Iteration 48Q: 3 clusters Score -9621725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9621721.000000 Penalty: 3716.141846
	Iteration 49Q: 3 clusters Score -9621721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9621735.000000 Penalty: 3716.141846
	Iteration 50Q: 3 clusters Score -9621735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9621735.000000 Penalty: 3716.141846
	Iteration 51Q: 3 clusters Score -9621735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9621731.000000 Penalty: 3716.141846
	Iteration 52Q: 3 clusters Score -9621731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -9621736.000000 Penalty: 3716.141846
	Iteration 53Q: 3 clusters Score -9621736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9621745.000000 Penalty: 3716.141846
	Iteration 54Q: 3 clusters Score -9621745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -9621741.000000 Penalty: 3716.141846
	Iteration 55Q: 3 clusters Score -9621741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -9621741.000000 Penalty: 3716.141846
	Iteration 56Q: 3 clusters Score -9621741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9621753.000000 Penalty: 3716.141846
	Iteration 57Q: 3 clusters Score -9621753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -9621748.000000 Penalty: 3716.141846
	Iteration 58Q: 3 clusters Score -9621748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -9621757.000000 Penalty: 3716.141846
	Iteration 59Q: 3 clusters Score -9621757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -9621752.000000 Penalty: 3716.141846
	Iteration 60F: 3 clusters Score -9621752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9621755.000000 Penalty: 3716.141846
	Iteration 61Q: 3 clusters Score -9621755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -9621753.000000 Penalty: 3716.141846
	Iteration 62Q: 3 clusters Score -9621753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9621750.000000 Penalty: 3716.141846
	Iteration 63Q: 3 clusters Score -9621750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -9621741.000000 Penalty: 3716.141846
	Iteration 64Q: 3 clusters Score -9621741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -9621739.000000 Penalty: 3716.141846
	Iteration 65Q: 3 clusters Score -9621739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9621744.000000 Penalty: 3716.141846
	Iteration 66Q: 3 clusters Score -9621744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -9621735.000000 Penalty: 3716.141846
	Iteration 67Q: 3 clusters Score -9621735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9621734.000000 Penalty: 3716.141846
	Iteration 68Q: 3 clusters Score -9621734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9621740.000000 Penalty: 3716.141846
	Iteration 69Q: 3 clusters Score -9621740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9621739.000000 Penalty: 3716.141846
	Iteration 70Q: 3 clusters Score -9621739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9621737.000000 Penalty: 3716.141846
	Iteration 71Q: 3 clusters Score -9621737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9621734.000000 Penalty: 3716.141846
	Iteration 72Q: 3 clusters Score -9621734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -9621728.000000 Penalty: 3716.141846
	Iteration 73Q: 3 clusters Score -9621728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -9621731.000000 Penalty: 3716.141846
	Iteration 74Q: 3 clusters Score -9621731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9621732.000000 Penalty: 3716.141846
	Iteration 75Q: 3 clusters Score -9621732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -9621738.000000 Penalty: 3716.141846
	Iteration 76Q: 3 clusters Score -9621738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -9621744.000000 Penalty: 3716.141846
	Iteration 77Q: 3 clusters Score -9621744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -9621735.000000 Penalty: 3716.141846
	Iteration 78Q: 3 clusters Score -9621735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -9621736.000000 Penalty: 3716.141846
	Iteration 79Q: 3 clusters Score -9621736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -9621736.000000 Penalty: 3716.141846
	Iteration 80F: 3 clusters Score -9621736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Entering Unmasked Estep 
Score: -1575541.500000 Penalty: 1567.466309
	Iteration 0F: 2 clusters Score -1575542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1564831.500000 Penalty: 3134.932617
	Iteration 0F: 3 clusters Score -1564832 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1568562.625000 Penalty: 3134.932617
	Iteration 1F: 3 clusters Score -1568563 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1568885.125000 Penalty: 3134.932617
	Iteration 2F: 3 clusters Score -1568885 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1569224.250000 Penalty: 3134.932617
	Iteration 3F: 3 clusters Score -1569224 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1569602.500000 Penalty: 3134.932617
	Iteration 4F: 3 clusters Score -1569602 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1570111.375000 Penalty: 3134.932617
	Iteration 5F: 3 clusters Score -1570111 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1570782.000000 Penalty: 3134.932617
	Iteration 6F: 3 clusters Score -1570782 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1571621.625000 Penalty: 3134.932617
	Iteration 7F: 3 clusters Score -1571622 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1572481.500000 Penalty: 3134.932617
	Iteration 8F: 3 clusters Score -1572482 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1573134.750000 Penalty: 3134.932617
	Iteration 9Q: 3 clusters Score -1573135 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1573555.125000 Penalty: 3134.932617
	Iteration 10Q: 3 clusters Score -1573555 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1573846.375000 Penalty: 3134.932617
	Iteration 11Q: 3 clusters Score -1573846 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1574055.500000 Penalty: 3134.932617
	Iteration 12Q: 3 clusters Score -1574056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1574186.500000 Penalty: 3134.932617
	Iteration 13Q: 3 clusters Score -1574186 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1574263.000000 Penalty: 3134.932617
	Iteration 14Q: 3 clusters Score -1574263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1574314.125000 Penalty: 3134.932617
	Iteration 15Q: 3 clusters Score -1574314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1574348.000000 Penalty: 3134.932617
	Iteration 16Q: 3 clusters Score -1574348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1574363.375000 Penalty: 3134.932617
	Iteration 17Q: 3 clusters Score -1574363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1574374.000000 Penalty: 3134.932617
	Iteration 18Q: 3 clusters Score -1574374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1574396.500000 Penalty: 3134.932617
	Iteration 19Q: 3 clusters Score -1574396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1574418.250000 Penalty: 3134.932617
	Iteration 20F: 3 clusters Score -1574418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1574430.375000 Penalty: 3134.932617
	Iteration 21Q: 3 clusters Score -1574430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1574440.250000 Penalty: 3134.932617
	Iteration 22Q: 3 clusters Score -1574440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1574450.750000 Penalty: 3134.932617
	Iteration 23Q: 3 clusters Score -1574451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1574456.375000 Penalty: 3134.932617
	Iteration 24Q: 3 clusters Score -1574456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1574460.625000 Penalty: 3134.932617
	Iteration 25Q: 3 clusters Score -1574461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1574463.500000 Penalty: 3134.932617
	Iteration 26Q: 3 clusters Score -1574464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1574470.125000 Penalty: 3134.932617
	Iteration 27Q: 3 clusters Score -1574470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1574471.250000 Penalty: 3134.932617
	Iteration 28Q: 3 clusters Score -1574471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1574477.625000 Penalty: 3134.932617
	Iteration 29Q: 3 clusters Score -1574478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1574481.750000 Penalty: 3134.932617
	Iteration 30Q: 3 clusters Score -1574482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1574483.375000 Penalty: 3134.932617
	Iteration 31Q: 3 clusters Score -1574483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1574491.250000 Penalty: 3134.932617
	Iteration 32Q: 3 clusters Score -1574491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1574491.875000 Penalty: 3134.932617
	Iteration 33Q: 3 clusters Score -1574492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1574493.000000 Penalty: 3134.932617
	Iteration 34Q: 3 clusters Score -1574493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1574496.625000 Penalty: 3134.932617
	Iteration 35Q: 3 clusters Score -1574497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1574494.750000 Penalty: 3134.932617
	Iteration 36Q: 3 clusters Score -1574495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1574497.250000 Penalty: 3134.932617
	Iteration 37Q: 3 clusters Score -1574497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1574498.250000 Penalty: 3134.932617
	Iteration 38Q: 3 clusters Score -1574498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1574501.500000 Penalty: 3134.932617
	Iteration 39Q: 3 clusters Score -1574502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1574500.000000 Penalty: 3134.932617
	Iteration 40F: 3 clusters Score -1574500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1574501.625000 Penalty: 3134.932617
	Iteration 41Q: 3 clusters Score -1574502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1574503.625000 Penalty: 3134.932617
	Iteration 42Q: 3 clusters Score -1574504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1574503.875000 Penalty: 3134.932617
	Iteration 43Q: 3 clusters Score -1574504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1574503.875000 Penalty: 3134.932617
	Iteration 44F: 3 clusters Score -1574504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Entering Unmasked Estep 
Score: -8623246.000000 Penalty: 1839.231079
	Iteration 0F: 2 clusters Score -8623246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -8568224.000000 Penalty: 3678.462158
	Iteration 0F: 3 clusters Score -8568224 nChanged 39144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -8590550.000000 Penalty: 3678.462158
	Iteration 1F: 3 clusters Score -8590550 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -8591344.000000 Penalty: 3678.462158
	Iteration 2Q: 3 clusters Score -8591344 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -8592257.000000 Penalty: 3678.462158
	Iteration 3Q: 3 clusters Score -8592257 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -8593491.000000 Penalty: 3678.462158
	Iteration 4Q: 3 clusters Score -8593491 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -8595402.000000 Penalty: 3678.462158
	Iteration 5F: 3 clusters Score -8595402 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -8598230.000000 Penalty: 3678.462158
	Iteration 6F: 3 clusters Score -8598230 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8602508.000000 Penalty: 3678.462158
	Iteration 7F: 3 clusters Score -8602508 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -8607975.000000 Penalty: 3678.462158
	Iteration 8F: 3 clusters Score -8607975 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -8613205.000000 Penalty: 3678.462158
	Iteration 9F: 3 clusters Score -8613205 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -8617051.000000 Penalty: 3678.462158
	Iteration 10Q: 3 clusters Score -8617051 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8619374.000000 Penalty: 3678.462158
	Iteration 11Q: 3 clusters Score -8619374 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8620631.000000 Penalty: 3678.462158
	Iteration 12Q: 3 clusters Score -8620631 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8621316.000000 Penalty: 3678.462158
	Iteration 13Q: 3 clusters Score -8621316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8621632.000000 Penalty: 3678.462158
	Iteration 14Q: 3 clusters Score -8621632 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8621792.000000 Penalty: 3678.462158
	Iteration 15Q: 3 clusters Score -8621792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8621916.000000 Penalty: 3678.462158
	Iteration 16Q: 3 clusters Score -8621916 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8621975.000000 Penalty: 3678.462158
	Iteration 17Q: 3 clusters Score -8621975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8622024.000000 Penalty: 3678.462158
	Iteration 18Q: 3 clusters Score -8622024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8622055.000000 Penalty: 3678.462158
	Iteration 19Q: 3 clusters Score -8622055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8622084.000000 Penalty: 3678.462158
	Iteration 20F: 3 clusters Score -8622084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8622075.000000 Penalty: 3678.462158
	Iteration 21Q: 3 clusters Score -8622075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8622083.000000 Penalty: 3678.462158
	Iteration 22Q: 3 clusters Score -8622083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8622092.000000 Penalty: 3678.462158
	Iteration 23Q: 3 clusters Score -8622092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8622102.000000 Penalty: 3678.462158
	Iteration 24Q: 3 clusters Score -8622102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8622101.000000 Penalty: 3678.462158
	Iteration 25Q: 3 clusters Score -8622101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8622106.000000 Penalty: 3678.462158
	Iteration 26Q: 3 clusters Score -8622106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8622123.000000 Penalty: 3678.462158
	Iteration 27Q: 3 clusters Score -8622123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8622131.000000 Penalty: 3678.462158
	Iteration 28Q: 3 clusters Score -8622131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8622135.000000 Penalty: 3678.462158
	Iteration 29Q: 3 clusters Score -8622135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8622132.000000 Penalty: 3678.462158
	Iteration 30Q: 3 clusters Score -8622132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8622141.000000 Penalty: 3678.462158
	Iteration 31Q: 3 clusters Score -8622141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8622136.000000 Penalty: 3678.462158
	Iteration 32Q: 3 clusters Score -8622136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8622134.000000 Penalty: 3678.462158
	Iteration 33Q: 3 clusters Score -8622134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8622134.000000 Penalty: 3678.462158
	Iteration 34F: 3 clusters Score -8622134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -143935.203125 Penalty: 1217.392334
	Iteration 0F: 2 clusters Score -143935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -142079.281250 Penalty: 2434.784668
	Iteration 0F: 3 clusters Score -142079.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -143032.109375 Penalty: 2434.784668
	Iteration 1F: 3 clusters Score -143032.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143610.250000 Penalty: 2434.784668
	Iteration 2F: 3 clusters Score -143610.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -144046.078125 Penalty: 2434.784668
	Iteration 3F: 3 clusters Score -144046.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -144264.125000 Penalty: 2434.784668
	Iteration 4F: 3 clusters Score -144264.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -144393.625000 Penalty: 2434.784668
	Iteration 5Q: 3 clusters Score -144393.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -144498.718750 Penalty: 2434.784668
	Iteration 6Q: 3 clusters Score -144498.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -144611.531250 Penalty: 2434.784668
	Iteration 7Q: 3 clusters Score -144611.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -144678.593750 Penalty: 2434.784668
	Iteration 8Q: 3 clusters Score -144678.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -144722.812500 Penalty: 2434.784668
	Iteration 9Q: 3 clusters Score -144722.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144757.531250 Penalty: 2434.784668
	Iteration 10Q: 3 clusters Score -144757.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144775.625000 Penalty: 2434.784668
	Iteration 11Q: 3 clusters Score -144775.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -144789.281250 Penalty: 2434.784668
	Iteration 12Q: 3 clusters Score -144789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144802.625000 Penalty: 2434.784668
	Iteration 13Q: 3 clusters Score -144802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144814.468750 Penalty: 2434.784668
	Iteration 14Q: 3 clusters Score -144814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144819.296875 Penalty: 2434.784668
	Iteration 15Q: 3 clusters Score -144819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -144822.015625 Penalty: 2434.784668
	Iteration 16Q: 3 clusters Score -144822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144823.625000 Penalty: 2434.784668
	Iteration 17Q: 3 clusters Score -144823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -144824.187500 Penalty: 2434.784668
	Iteration 18Q: 3 clusters Score -144824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -144833.843750 Penalty: 2434.784668
	Iteration 19F: 3 clusters Score -144833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -144844.156250 Penalty: 2434.784668
	Iteration 20F: 3 clusters Score -144844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -144850.015625 Penalty: 2434.784668
	Iteration 21Q: 3 clusters Score -144850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144851.109375 Penalty: 2434.784668
	Iteration 22Q: 3 clusters Score -144851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144851.718750 Penalty: 2434.784668
	Iteration 23Q: 3 clusters Score -144851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144852.343750 Penalty: 2434.784668
	Iteration 24Q: 3 clusters Score -144852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144852.734375 Penalty: 2434.784668
	Iteration 25Q: 3 clusters Score -144852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144852.734375 Penalty: 2434.784668
	Iteration 26F: 3 clusters Score -144852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 846 members 
Entering Unmasked Estep 
Score: -154068288.000000 Penalty: 106475.343750
Splitting cluster 12 changes total score from -154068432.000000 to -154068288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (120367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Entering Unmasked Estep 
Score: -12566673.000000 Penalty: 1900.973755
	Iteration 0F: 2 clusters Score -1.256667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -12486470.000000 Penalty: 3801.947510
	Iteration 0F: 3 clusters Score -1.248647e+07 nChanged 57683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -12520997.000000 Penalty: 3801.947510
	Iteration 1F: 3 clusters Score -1.2521e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -12523418.000000 Penalty: 3801.947510
	Iteration 2Q: 3 clusters Score -1.252342e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -12527686.000000 Penalty: 3801.947510
	Iteration 3F: 3 clusters Score -1.252769e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -12534553.000000 Penalty: 3801.947510
	Iteration 4F: 3 clusters Score -1.253455e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96169 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -12543410.000000 Penalty: 3801.947510
	Iteration 5F: 3 clusters Score -1.254341e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -12551970.000000 Penalty: 3801.947510
	Iteration 6F: 3 clusters Score -1.255197e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -12558043.000000 Penalty: 3801.947510
	Iteration 7F: 3 clusters Score -1.255804e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114835 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -12561368.000000 Penalty: 3801.947510
	Iteration 8Q: 3 clusters Score -1.256137e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116947 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -12563081.000000 Penalty: 3801.947510
	Iteration 9Q: 3 clusters Score -1.256308e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118129 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -12563906.000000 Penalty: 3801.947510
	Iteration 10Q: 3 clusters Score -1.256391e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12564345.000000 Penalty: 3801.947510
	Iteration 11Q: 3 clusters Score -1.256434e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119099 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -12564583.000000 Penalty: 3801.947510
	Iteration 12Q: 3 clusters Score -1.256458e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12564741.000000 Penalty: 3801.947510
	Iteration 13Q: 3 clusters Score -1.256474e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12564862.000000 Penalty: 3801.947510
	Iteration 14Q: 3 clusters Score -1.256486e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119496 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12564930.000000 Penalty: 3801.947510
	Iteration 15Q: 3 clusters Score -1.256493e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12564973.000000 Penalty: 3801.947510
	Iteration 16Q: 3 clusters Score -1.256497e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12564998.000000 Penalty: 3801.947510
	Iteration 17Q: 3 clusters Score -1.2565e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119597 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12565006.000000 Penalty: 3801.947510
	Iteration 18Q: 3 clusters Score -1.256501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12565026.000000 Penalty: 3801.947510
	Iteration 19Q: 3 clusters Score -1.256503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12565038.000000 Penalty: 3801.947510
	Iteration 20F: 3 clusters Score -1.256504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119649 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12565063.000000 Penalty: 3801.947510
	Iteration 21Q: 3 clusters Score -1.256506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12565072.000000 Penalty: 3801.947510
	Iteration 22Q: 3 clusters Score -1.256507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119679 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12565080.000000 Penalty: 3801.947510
	Iteration 23Q: 3 clusters Score -1.256508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12565102.000000 Penalty: 3801.947510
	Iteration 24Q: 3 clusters Score -1.25651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12565098.000000 Penalty: 3801.947510
	Iteration 25Q: 3 clusters Score -1.25651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12565103.000000 Penalty: 3801.947510
	Iteration 26Q: 3 clusters Score -1.25651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12565114.000000 Penalty: 3801.947510
	Iteration 27Q: 3 clusters Score -1.256511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -12565121.000000 Penalty: 3801.947510
	Iteration 28Q: 3 clusters Score -1.256512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12565124.000000 Penalty: 3801.947510
	Iteration 29Q: 3 clusters Score -1.256512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12565128.000000 Penalty: 3801.947510
	Iteration 30Q: 3 clusters Score -1.256513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12565124.000000 Penalty: 3801.947510
	Iteration 31Q: 3 clusters Score -1.256512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119714 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12565128.000000 Penalty: 3801.947510
	Iteration 32Q: 3 clusters Score -1.256513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12565129.000000 Penalty: 3801.947510
	Iteration 33Q: 3 clusters Score -1.256513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12565128.000000 Penalty: 3801.947510
	Iteration 34Q: 3 clusters Score -1.256513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12565126.000000 Penalty: 3801.947510
	Iteration 35Q: 3 clusters Score -1.256513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12565128.000000 Penalty: 3801.947510
	Iteration 36Q: 3 clusters Score -1.256513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119723 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12565128.000000 Penalty: 3801.947510
	Iteration 37F: 3 clusters Score -1.256513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Entering Unmasked Estep 
Score: -7312758.000000 Penalty: 1810.905396
	Iteration 0F: 2 clusters Score -7312758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -7266793.500000 Penalty: 3621.810791
	Iteration 0F: 3 clusters Score -7266794 nChanged 32737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -7285652.000000 Penalty: 3621.810791
	Iteration 1F: 3 clusters Score -7285652 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -7286372.500000 Penalty: 3621.810791
	Iteration 2Q: 3 clusters Score -7286372 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -7287241.500000 Penalty: 3621.810791
	Iteration 3Q: 3 clusters Score -7287242 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -7288270.000000 Penalty: 3621.810791
	Iteration 4Q: 3 clusters Score -7288270 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -7289620.500000 Penalty: 3621.810791
	Iteration 5Q: 3 clusters Score -7289620 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -7291395.000000 Penalty: 3621.810791
	Iteration 6Q: 3 clusters Score -7291395 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7294048.500000 Penalty: 3621.810791
	Iteration 7F: 3 clusters Score -7294048 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -7297060.500000 Penalty: 3621.810791
	Iteration 8F: 3 clusters Score -7297060 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -7299450.000000 Penalty: 3621.810791
	Iteration 9F: 3 clusters Score -7299450 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -7300729.500000 Penalty: 3621.810791
	Iteration 10Q: 3 clusters Score -7300730 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -7301330.000000 Penalty: 3621.810791
	Iteration 11Q: 3 clusters Score -7301330 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -7301634.000000 Penalty: 3621.810791
	Iteration 12Q: 3 clusters Score -7301634 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -7301869.500000 Penalty: 3621.810791
	Iteration 13Q: 3 clusters Score -7301870 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -7302033.500000 Penalty: 3621.810791
	Iteration 14Q: 3 clusters Score -7302034 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -7302181.500000 Penalty: 3621.810791
	Iteration 15Q: 3 clusters Score -7302182 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -7302351.000000 Penalty: 3621.810791
	Iteration 16Q: 3 clusters Score -7302351 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7302480.500000 Penalty: 3621.810791
	Iteration 17Q: 3 clusters Score -7302480 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -7302605.500000 Penalty: 3621.810791
	Iteration 18Q: 3 clusters Score -7302606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -7302685.500000 Penalty: 3621.810791
	Iteration 19Q: 3 clusters Score -7302686 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -7302805.000000 Penalty: 3621.810791
	Iteration 20F: 3 clusters Score -7302805 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -7302884.000000 Penalty: 3621.810791
	Iteration 21Q: 3 clusters Score -7302884 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -7302960.000000 Penalty: 3621.810791
	Iteration 22Q: 3 clusters Score -7302960 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -7303119.000000 Penalty: 3621.810791
	Iteration 23Q: 3 clusters Score -7303119 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -7303231.000000 Penalty: 3621.810791
	Iteration 24Q: 3 clusters Score -7303231 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -7303362.000000 Penalty: 3621.810791
	Iteration 25Q: 3 clusters Score -7303362 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -7303435.000000 Penalty: 3621.810791
	Iteration 26Q: 3 clusters Score -7303435 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -7303543.500000 Penalty: 3621.810791
	Iteration 27Q: 3 clusters Score -7303544 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -7303592.500000 Penalty: 3621.810791
	Iteration 28Q: 3 clusters Score -7303592 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7303631.000000 Penalty: 3621.810791
	Iteration 29Q: 3 clusters Score -7303631 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -7303703.500000 Penalty: 3621.810791
	Iteration 30Q: 3 clusters Score -7303704 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7303740.500000 Penalty: 3621.810791
	Iteration 31Q: 3 clusters Score -7303740 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -7303812.000000 Penalty: 3621.810791
	Iteration 32Q: 3 clusters Score -7303812 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7303873.000000 Penalty: 3621.810791
	Iteration 33Q: 3 clusters Score -7303873 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -7303990.500000 Penalty: 3621.810791
	Iteration 34Q: 3 clusters Score -7303990 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -7304091.500000 Penalty: 3621.810791
	Iteration 35Q: 3 clusters Score -7304092 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -7304155.000000 Penalty: 3621.810791
	Iteration 36Q: 3 clusters Score -7304155 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -7304243.500000 Penalty: 3621.810791
	Iteration 37Q: 3 clusters Score -7304244 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7304357.500000 Penalty: 3621.810791
	Iteration 38Q: 3 clusters Score -7304358 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -7304435.000000 Penalty: 3621.810791
	Iteration 39Q: 3 clusters Score -7304435 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -7304498.500000 Penalty: 3621.810791
	Iteration 40F: 3 clusters Score -7304498 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -7304593.000000 Penalty: 3621.810791
	Iteration 41Q: 3 clusters Score -7304593 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -7304708.500000 Penalty: 3621.810791
	Iteration 42Q: 3 clusters Score -7304708 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -7304781.000000 Penalty: 3621.810791
	Iteration 43Q: 3 clusters Score -7304781 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -7304812.500000 Penalty: 3621.810791
	Iteration 44Q: 3 clusters Score -7304812 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -7304896.500000 Penalty: 3621.810791
	Iteration 45Q: 3 clusters Score -7304896 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -7304971.500000 Penalty: 3621.810791
	Iteration 46Q: 3 clusters Score -7304972 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -7305009.000000 Penalty: 3621.810791
	Iteration 47Q: 3 clusters Score -7305009 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -7305054.500000 Penalty: 3621.810791
	Iteration 48Q: 3 clusters Score -7305054 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7305094.500000 Penalty: 3621.810791
	Iteration 49Q: 3 clusters Score -7305094 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7305164.000000 Penalty: 3621.810791
	Iteration 50Q: 3 clusters Score -7305164 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -7305179.000000 Penalty: 3621.810791
	Iteration 51Q: 3 clusters Score -7305179 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -7305233.500000 Penalty: 3621.810791
	Iteration 52Q: 3 clusters Score -7305234 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -7305265.500000 Penalty: 3621.810791
	Iteration 53Q: 3 clusters Score -7305266 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -7305325.500000 Penalty: 3621.810791
	Iteration 54Q: 3 clusters Score -7305326 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -7305357.000000 Penalty: 3621.810791
	Iteration 55Q: 3 clusters Score -7305357 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -7305382.500000 Penalty: 3621.810791
	Iteration 56Q: 3 clusters Score -7305382 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -7305407.500000 Penalty: 3621.810791
	Iteration 57Q: 3 clusters Score -7305408 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -7305453.000000 Penalty: 3621.810791
	Iteration 58Q: 3 clusters Score -7305453 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -7305503.500000 Penalty: 3621.810791
	Iteration 59Q: 3 clusters Score -7305504 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7305540.000000 Penalty: 3621.810791
	Iteration 60F: 3 clusters Score -7305540 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -7305553.000000 Penalty: 3621.810791
	Iteration 61Q: 3 clusters Score -7305553 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -7305629.000000 Penalty: 3621.810791
	Iteration 62Q: 3 clusters Score -7305629 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -7305651.500000 Penalty: 3621.810791
	Iteration 63Q: 3 clusters Score -7305652 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -7305705.000000 Penalty: 3621.810791
	Iteration 64Q: 3 clusters Score -7305705 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -7305740.000000 Penalty: 3621.810791
	Iteration 65Q: 3 clusters Score -7305740 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -7305803.000000 Penalty: 3621.810791
	Iteration 66Q: 3 clusters Score -7305803 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -7305818.000000 Penalty: 3621.810791
	Iteration 67Q: 3 clusters Score -7305818 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -7305898.500000 Penalty: 3621.810791
	Iteration 68Q: 3 clusters Score -7305898 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -7305951.500000 Penalty: 3621.810791
	Iteration 69Q: 3 clusters Score -7305952 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -7305968.500000 Penalty: 3621.810791
	Iteration 70Q: 3 clusters Score -7305968 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -7306033.500000 Penalty: 3621.810791
	Iteration 71Q: 3 clusters Score -7306034 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -7306088.000000 Penalty: 3621.810791
	Iteration 72Q: 3 clusters Score -7306088 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -7306190.000000 Penalty: 3621.810791
	Iteration 73Q: 3 clusters Score -7306190 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -7306261.500000 Penalty: 3621.810791
	Iteration 74Q: 3 clusters Score -7306262 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -7306375.500000 Penalty: 3621.810791
	Iteration 75Q: 3 clusters Score -7306376 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -7306533.500000 Penalty: 3621.810791
	Iteration 76Q: 3 clusters Score -7306534 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -7306672.000000 Penalty: 3621.810791
	Iteration 77Q: 3 clusters Score -7306672 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -7306831.500000 Penalty: 3621.810791
	Iteration 78Q: 3 clusters Score -7306832 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -7307016.000000 Penalty: 3621.810791
	Iteration 79Q: 3 clusters Score -7307016 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -7307180.000000 Penalty: 3621.810791
	Iteration 80F: 3 clusters Score -7307180 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -7307360.500000 Penalty: 3621.810791
	Iteration 81Q: 3 clusters Score -7307360 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -7307546.000000 Penalty: 3621.810791
	Iteration 82Q: 3 clusters Score -7307546 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -7307725.000000 Penalty: 3621.810791
	Iteration 83Q: 3 clusters Score -7307725 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -7307878.500000 Penalty: 3621.810791
	Iteration 84Q: 3 clusters Score -7307878 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7308118.500000 Penalty: 3621.810791
	Iteration 85Q: 3 clusters Score -7308118 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -7308353.500000 Penalty: 3621.810791
	Iteration 86Q: 3 clusters Score -7308354 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -7308611.500000 Penalty: 3621.810791
	Iteration 87Q: 3 clusters Score -7308612 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -7308860.000000 Penalty: 3621.810791
	Iteration 88Q: 3 clusters Score -7308860 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -7309153.500000 Penalty: 3621.810791
	Iteration 89Q: 3 clusters Score -7309154 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -7309415.000000 Penalty: 3621.810791
	Iteration 90Q: 3 clusters Score -7309415 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7309713.000000 Penalty: 3621.810791
	Iteration 91Q: 3 clusters Score -7309713 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7309984.500000 Penalty: 3621.810791
	Iteration 92Q: 3 clusters Score -7309984 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7310245.500000 Penalty: 3621.810791
	Iteration 93Q: 3 clusters Score -7310246 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7310446.500000 Penalty: 3621.810791
	Iteration 94Q: 3 clusters Score -7310446 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7310615.500000 Penalty: 3621.810791
	Iteration 95Q: 3 clusters Score -7310616 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7310733.500000 Penalty: 3621.810791
	Iteration 96Q: 3 clusters Score -7310734 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7310856.500000 Penalty: 3621.810791
	Iteration 97Q: 3 clusters Score -7310856 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -7310922.000000 Penalty: 3621.810791
	Iteration 98Q: 3 clusters Score -7310922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7310985.000000 Penalty: 3621.810791
	Iteration 99Q: 3 clusters Score -7310985 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7311031.000000 Penalty: 3621.810791
	Iteration 100F: 3 clusters Score -7311031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7311081.500000 Penalty: 3621.810791
	Iteration 101Q: 3 clusters Score -7311082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7311105.000000 Penalty: 3621.810791
	Iteration 102Q: 3 clusters Score -7311105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7311133.000000 Penalty: 3621.810791
	Iteration 103Q: 3 clusters Score -7311133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7311155.000000 Penalty: 3621.810791
	Iteration 104Q: 3 clusters Score -7311155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7311170.500000 Penalty: 3621.810791
	Iteration 105Q: 3 clusters Score -7311170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7311195.500000 Penalty: 3621.810791
	Iteration 106Q: 3 clusters Score -7311196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7311211.000000 Penalty: 3621.810791
	Iteration 107Q: 3 clusters Score -7311211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7311221.000000 Penalty: 3621.810791
	Iteration 108Q: 3 clusters Score -7311221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7311219.000000 Penalty: 3621.810791
	Iteration 109Q: 3 clusters Score -7311219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7311220.000000 Penalty: 3621.810791
	Iteration 110Q: 3 clusters Score -7311220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7311231.000000 Penalty: 3621.810791
	Iteration 111Q: 3 clusters Score -7311231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7311245.000000 Penalty: 3621.810791
	Iteration 112Q: 3 clusters Score -7311245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7311249.000000 Penalty: 3621.810791
	Iteration 113Q: 3 clusters Score -7311249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7311244.000000 Penalty: 3621.810791
	Iteration 114Q: 3 clusters Score -7311244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7311253.500000 Penalty: 3621.810791
	Iteration 115Q: 3 clusters Score -7311254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7311254.000000 Penalty: 3621.810791
	Iteration 116Q: 3 clusters Score -7311254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7311255.500000 Penalty: 3621.810791
	Iteration 117Q: 3 clusters Score -7311256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7311261.000000 Penalty: 3621.810791
	Iteration 118Q: 3 clusters Score -7311261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7311261.500000 Penalty: 3621.810791
	Iteration 119Q: 3 clusters Score -7311262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7311265.000000 Penalty: 3621.810791
	Iteration 120F: 3 clusters Score -7311265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7311271.500000 Penalty: 3621.810791
	Iteration 121Q: 3 clusters Score -7311272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7311270.500000 Penalty: 3621.810791
	Iteration 122Q: 3 clusters Score -7311270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7311283.500000 Penalty: 3621.810791
	Iteration 123Q: 3 clusters Score -7311284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7311279.500000 Penalty: 3621.810791
	Iteration 124Q: 3 clusters Score -7311280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7311278.500000 Penalty: 3621.810791
	Iteration 125Q: 3 clusters Score -7311278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7311278.500000 Penalty: 3621.810791
	Iteration 126F: 3 clusters Score -7311278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Entering Unmasked Estep 
Score: -18814480.000000 Penalty: 1966.785034
	Iteration 0F: 2 clusters Score -1.881448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -18699164.000000 Penalty: 3933.570068
	Iteration 0F: 3 clusters Score -1.869916e+07 nChanged 87731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -18750644.000000 Penalty: 3933.570068
	Iteration 1F: 3 clusters Score -1.875064e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -18751328.000000 Penalty: 3933.570068
	Iteration 2Q: 3 clusters Score -1.875133e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -18752482.000000 Penalty: 3933.570068
	Iteration 3Q: 3 clusters Score -1.875248e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -18753820.000000 Penalty: 3933.570068
	Iteration 4Q: 3 clusters Score -1.875382e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -18755886.000000 Penalty: 3933.570068
	Iteration 5Q: 3 clusters Score -1.875589e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -18758920.000000 Penalty: 3933.570068
	Iteration 6Q: 3 clusters Score -1.875892e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -18763652.000000 Penalty: 3933.570068
	Iteration 7F: 3 clusters Score -1.876365e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -18770648.000000 Penalty: 3933.570068
	Iteration 8F: 3 clusters Score -1.877065e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129295 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -18779190.000000 Penalty: 3933.570068
	Iteration 9F: 3 clusters Score -1.877919e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -18787980.000000 Penalty: 3933.570068
	Iteration 10F: 3 clusters Score -1.878798e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146830 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -18794868.000000 Penalty: 3933.570068
	Iteration 11F: 3 clusters Score -1.879487e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153206 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -18799610.000000 Penalty: 3933.570068
	Iteration 12Q: 3 clusters Score -1.879961e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -18802700.000000 Penalty: 3933.570068
	Iteration 13Q: 3 clusters Score -1.88027e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162878 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -18804788.000000 Penalty: 3933.570068
	Iteration 14Q: 3 clusters Score -1.880479e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -18806654.000000 Penalty: 3933.570068
	Iteration 15Q: 3 clusters Score -1.880665e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -18808212.000000 Penalty: 3933.570068
	Iteration 16Q: 3 clusters Score -1.880821e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -18809694.000000 Penalty: 3933.570068
	Iteration 17Q: 3 clusters Score -1.880969e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175417 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -18810450.000000 Penalty: 3933.570068
	Iteration 18Q: 3 clusters Score -1.881045e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176987 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -18811236.000000 Penalty: 3933.570068
	Iteration 19Q: 3 clusters Score -1.881124e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178106 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -18811770.000000 Penalty: 3933.570068
	Iteration 20F: 3 clusters Score -1.881177e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178841 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -18812192.000000 Penalty: 3933.570068
	Iteration 21Q: 3 clusters Score -1.881219e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -18812500.000000 Penalty: 3933.570068
	Iteration 22Q: 3 clusters Score -1.88125e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179538 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -18812638.000000 Penalty: 3933.570068
	Iteration 23Q: 3 clusters Score -1.881264e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179682 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18812730.000000 Penalty: 3933.570068
	Iteration 24Q: 3 clusters Score -1.881273e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179762 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -18812760.000000 Penalty: 3933.570068
	Iteration 25Q: 3 clusters Score -1.881276e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179820 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18812808.000000 Penalty: 3933.570068
	Iteration 26Q: 3 clusters Score -1.881281e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179857 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18812852.000000 Penalty: 3933.570068
	Iteration 27Q: 3 clusters Score -1.881285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179878 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -18812876.000000 Penalty: 3933.570068
	Iteration 28Q: 3 clusters Score -1.881288e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18812898.000000 Penalty: 3933.570068
	Iteration 29Q: 3 clusters Score -1.88129e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179917 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -18812914.000000 Penalty: 3933.570068
	Iteration 30Q: 3 clusters Score -1.881291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18812942.000000 Penalty: 3933.570068
	Iteration 31Q: 3 clusters Score -1.881294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179942 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18812948.000000 Penalty: 3933.570068
	Iteration 32Q: 3 clusters Score -1.881295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179951 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -18812950.000000 Penalty: 3933.570068
	Iteration 33Q: 3 clusters Score -1.881295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179955 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18812942.000000 Penalty: 3933.570068
	Iteration 34Q: 3 clusters Score -1.881294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179957 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18812948.000000 Penalty: 3933.570068
	Iteration 35Q: 3 clusters Score -1.881295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18812962.000000 Penalty: 3933.570068
	Iteration 36Q: 3 clusters Score -1.881296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18812948.000000 Penalty: 3933.570068
	Iteration 37Q: 3 clusters Score -1.881295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18812944.000000 Penalty: 3933.570068
	Iteration 38Q: 3 clusters Score -1.881294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18812954.000000 Penalty: 3933.570068
	Iteration 39Q: 3 clusters Score -1.881295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18812944.000000 Penalty: 3933.570068
	Iteration 40F: 3 clusters Score -1.881294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18812948.000000 Penalty: 3933.570068
	Iteration 41Q: 3 clusters Score -1.881295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179972 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18812946.000000 Penalty: 3933.570068
	Iteration 42Q: 3 clusters Score -1.881295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179976 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18812942.000000 Penalty: 3933.570068
	Iteration 43Q: 3 clusters Score -1.881294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179981 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18812952.000000 Penalty: 3933.570068
	Iteration 44Q: 3 clusters Score -1.881295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18812954.000000 Penalty: 3933.570068
	Iteration 45Q: 3 clusters Score -1.881295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179987 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -18812962.000000 Penalty: 3933.570068
	Iteration 46Q: 3 clusters Score -1.881296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179989 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -18812964.000000 Penalty: 3933.570068
	Iteration 47Q: 3 clusters Score -1.881296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18812984.000000 Penalty: 3933.570068
	Iteration 48Q: 3 clusters Score -1.881298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179997 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18812992.000000 Penalty: 3933.570068
	Iteration 49Q: 3 clusters Score -1.881299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -18813006.000000 Penalty: 3933.570068
	Iteration 50Q: 3 clusters Score -1.881301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179999 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -18813012.000000 Penalty: 3933.570068
	Iteration 51Q: 3 clusters Score -1.881301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179999 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -18813002.000000 Penalty: 3933.570068
	Iteration 52Q: 3 clusters Score -1.8813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180002 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -18813008.000000 Penalty: 3933.570068
	Iteration 53Q: 3 clusters Score -1.881301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -18812998.000000 Penalty: 3933.570068
	Iteration 54Q: 3 clusters Score -1.8813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -18812994.000000 Penalty: 3933.570068
	Iteration 55Q: 3 clusters Score -1.881299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180009 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -18813000.000000 Penalty: 3933.570068
	Iteration 56Q: 3 clusters Score -1.8813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -18813006.000000 Penalty: 3933.570068
	Iteration 57Q: 3 clusters Score -1.881301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -18813004.000000 Penalty: 3933.570068
	Iteration 58Q: 3 clusters Score -1.8813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18813016.000000 Penalty: 3933.570068
	Iteration 59Q: 3 clusters Score -1.881302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18813026.000000 Penalty: 3933.570068
	Iteration 60F: 3 clusters Score -1.881303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -18813020.000000 Penalty: 3933.570068
	Iteration 61Q: 3 clusters Score -1.881302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18813030.000000 Penalty: 3933.570068
	Iteration 62Q: 3 clusters Score -1.881303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -18813030.000000 Penalty: 3933.570068
	Iteration 63F: 3 clusters Score -1.881303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Entering Unmasked Estep 
Score: -10156707.000000 Penalty: 1865.746582
	Iteration 0F: 2 clusters Score -1.015671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -10092366.000000 Penalty: 3731.493164
	Iteration 0F: 3 clusters Score -1.009237e+07 nChanged 46107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -10118966.000000 Penalty: 3731.493164
	Iteration 1F: 3 clusters Score -1.011897e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -10120070.000000 Penalty: 3731.493164
	Iteration 2Q: 3 clusters Score -1.012007e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -10122084.000000 Penalty: 3731.493164
	Iteration 3Q: 3 clusters Score -1.012208e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -10126314.000000 Penalty: 3731.493164
	Iteration 4F: 3 clusters Score -1.012631e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -10133272.000000 Penalty: 3731.493164
	Iteration 5F: 3 clusters Score -1.013327e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -10142039.000000 Penalty: 3731.493164
	Iteration 6F: 3 clusters Score -1.014204e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -10149138.000000 Penalty: 3731.493164
	Iteration 7F: 3 clusters Score -1.014914e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -10152831.000000 Penalty: 3731.493164
	Iteration 8Q: 3 clusters Score -1.015283e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -10154325.000000 Penalty: 3731.493164
	Iteration 9Q: 3 clusters Score -1.015432e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -10154792.000000 Penalty: 3731.493164
	Iteration 10Q: 3 clusters Score -1.015479e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -10154920.000000 Penalty: 3731.493164
	Iteration 11Q: 3 clusters Score -1.015492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -10154963.000000 Penalty: 3731.493164
	Iteration 12Q: 3 clusters Score -1.015496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -10155009.000000 Penalty: 3731.493164
	Iteration 13Q: 3 clusters Score -1.015501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -10155021.000000 Penalty: 3731.493164
	Iteration 14Q: 3 clusters Score -1.015502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -10155032.000000 Penalty: 3731.493164
	Iteration 15Q: 3 clusters Score -1.015503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -10155036.000000 Penalty: 3731.493164
	Iteration 16Q: 3 clusters Score -1.015504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -10155038.000000 Penalty: 3731.493164
	Iteration 17Q: 3 clusters Score -1.015504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -10155042.000000 Penalty: 3731.493164
	Iteration 18Q: 3 clusters Score -1.015504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -10155042.000000 Penalty: 3731.493164
	Iteration 19Q: 3 clusters Score -1.015504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -10155045.000000 Penalty: 3731.493164
	Iteration 20F: 3 clusters Score -1.015504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Entering Unmasked Estep 
Score: -9872876.000000 Penalty: 1860.231079
	Iteration 0F: 2 clusters Score -9872876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -9810704.000000 Penalty: 3720.462158
	Iteration 0F: 3 clusters Score -9810704 nChanged 44722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9837237.000000 Penalty: 3720.462158
	Iteration 1F: 3 clusters Score -9837237 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -9838686.000000 Penalty: 3720.462158
	Iteration 2Q: 3 clusters Score -9838686 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -9840559.000000 Penalty: 3720.462158
	Iteration 3Q: 3 clusters Score -9840559 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -9843163.000000 Penalty: 3720.462158
	Iteration 4F: 3 clusters Score -9843163 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -9846793.000000 Penalty: 3720.462158
	Iteration 5F: 3 clusters Score -9846793 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -9851628.000000 Penalty: 3720.462158
	Iteration 6F: 3 clusters Score -9851628 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -9857859.000000 Penalty: 3720.462158
	Iteration 7F: 3 clusters Score -9857859 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -9863749.000000 Penalty: 3720.462158
	Iteration 8F: 3 clusters Score -9863749 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -9867766.000000 Penalty: 3720.462158
	Iteration 9Q: 3 clusters Score -9867766 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9869740.000000 Penalty: 3720.462158
	Iteration 10Q: 3 clusters Score -9869740 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9870550.000000 Penalty: 3720.462158
	Iteration 11Q: 3 clusters Score -9870550 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9870907.000000 Penalty: 3720.462158
	Iteration 12Q: 3 clusters Score -9870907 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9871059.000000 Penalty: 3720.462158
	Iteration 13Q: 3 clusters Score -9871059 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9871118.000000 Penalty: 3720.462158
	Iteration 14Q: 3 clusters Score -9871118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9871166.000000 Penalty: 3720.462158
	Iteration 15Q: 3 clusters Score -9871166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9871202.000000 Penalty: 3720.462158
	Iteration 16Q: 3 clusters Score -9871202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9871219.000000 Penalty: 3720.462158
	Iteration 17Q: 3 clusters Score -9871219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9871230.000000 Penalty: 3720.462158
	Iteration 18Q: 3 clusters Score -9871230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9871235.000000 Penalty: 3720.462158
	Iteration 19Q: 3 clusters Score -9871235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9871248.000000 Penalty: 3720.462158
	Iteration 20F: 3 clusters Score -9871248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9871256.000000 Penalty: 3720.462158
	Iteration 21Q: 3 clusters Score -9871256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9871261.000000 Penalty: 3720.462158
	Iteration 22Q: 3 clusters Score -9871261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9871266.000000 Penalty: 3720.462158
	Iteration 23Q: 3 clusters Score -9871266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9871273.000000 Penalty: 3720.462158
	Iteration 24Q: 3 clusters Score -9871273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9871273.000000 Penalty: 3720.462158
	Iteration 25F: 3 clusters Score -9871273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -1185811.250000 Penalty: 1517.028931
	Iteration 0F: 2 clusters Score -1185811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1177848.875000 Penalty: 3034.057861
	Iteration 0F: 3 clusters Score -1177849 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1180716.750000 Penalty: 3034.057861
	Iteration 1F: 3 clusters Score -1180717 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1181390.750000 Penalty: 3034.057861
	Iteration 2F: 3 clusters Score -1181391 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1182227.125000 Penalty: 3034.057861
	Iteration 3F: 3 clusters Score -1182227 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1183070.125000 Penalty: 3034.057861
	Iteration 4F: 3 clusters Score -1183070 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1183712.750000 Penalty: 3034.057861
	Iteration 5F: 3 clusters Score -1183713 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1184118.000000 Penalty: 3034.057861
	Iteration 6F: 3 clusters Score -1184118 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1184362.625000 Penalty: 3034.057861
	Iteration 7Q: 3 clusters Score -1184363 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1184507.875000 Penalty: 3034.057861
	Iteration 8Q: 3 clusters Score -1184508 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1184600.625000 Penalty: 3034.057861
	Iteration 9Q: 3 clusters Score -1184601 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1184655.875000 Penalty: 3034.057861
	Iteration 10Q: 3 clusters Score -1184656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1184698.875000 Penalty: 3034.057861
	Iteration 11Q: 3 clusters Score -1184699 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1184730.500000 Penalty: 3034.057861
	Iteration 12Q: 3 clusters Score -1184730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1184752.125000 Penalty: 3034.057861
	Iteration 13Q: 3 clusters Score -1184752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1184769.875000 Penalty: 3034.057861
	Iteration 14Q: 3 clusters Score -1184770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1184780.625000 Penalty: 3034.057861
	Iteration 15Q: 3 clusters Score -1184781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1184788.750000 Penalty: 3034.057861
	Iteration 16Q: 3 clusters Score -1184789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1184794.625000 Penalty: 3034.057861
	Iteration 17Q: 3 clusters Score -1184795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1184800.875000 Penalty: 3034.057861
	Iteration 18Q: 3 clusters Score -1184801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1184812.125000 Penalty: 3034.057861
	Iteration 19Q: 3 clusters Score -1184812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1184825.625000 Penalty: 3034.057861
	Iteration 20F: 3 clusters Score -1184826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1184830.125000 Penalty: 3034.057861
	Iteration 21Q: 3 clusters Score -1184830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1184837.000000 Penalty: 3034.057861
	Iteration 22Q: 3 clusters Score -1184837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1184840.500000 Penalty: 3034.057861
	Iteration 23Q: 3 clusters Score -1184840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1184845.625000 Penalty: 3034.057861
	Iteration 24Q: 3 clusters Score -1184846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1184846.000000 Penalty: 3034.057861
	Iteration 25Q: 3 clusters Score -1184846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1184852.125000 Penalty: 3034.057861
	Iteration 26Q: 3 clusters Score -1184852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1184855.375000 Penalty: 3034.057861
	Iteration 27Q: 3 clusters Score -1184855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1184856.625000 Penalty: 3034.057861
	Iteration 28Q: 3 clusters Score -1184857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1184861.250000 Penalty: 3034.057861
	Iteration 29Q: 3 clusters Score -1184861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1184862.125000 Penalty: 3034.057861
	Iteration 30Q: 3 clusters Score -1184862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1184864.250000 Penalty: 3034.057861
	Iteration 31Q: 3 clusters Score -1184864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1184871.625000 Penalty: 3034.057861
	Iteration 32Q: 3 clusters Score -1184872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1184879.375000 Penalty: 3034.057861
	Iteration 33Q: 3 clusters Score -1184879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1184885.750000 Penalty: 3034.057861
	Iteration 34Q: 3 clusters Score -1184886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1184894.375000 Penalty: 3034.057861
	Iteration 35Q: 3 clusters Score -1184894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1184900.000000 Penalty: 3034.057861
	Iteration 36Q: 3 clusters Score -1184900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1184913.000000 Penalty: 3034.057861
	Iteration 37Q: 3 clusters Score -1184913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1184918.875000 Penalty: 3034.057861
	Iteration 38Q: 3 clusters Score -1184919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1184936.375000 Penalty: 3034.057861
	Iteration 39Q: 3 clusters Score -1184936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1184945.125000 Penalty: 3034.057861
	Iteration 40F: 3 clusters Score -1184945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1184952.625000 Penalty: 3034.057861
	Iteration 41Q: 3 clusters Score -1184953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1184959.875000 Penalty: 3034.057861
	Iteration 42Q: 3 clusters Score -1184960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1184967.375000 Penalty: 3034.057861
	Iteration 43Q: 3 clusters Score -1184967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1184973.500000 Penalty: 3034.057861
	Iteration 44Q: 3 clusters Score -1184974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1184975.250000 Penalty: 3034.057861
	Iteration 45Q: 3 clusters Score -1184975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1184980.250000 Penalty: 3034.057861
	Iteration 46Q: 3 clusters Score -1184980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1184984.250000 Penalty: 3034.057861
	Iteration 47Q: 3 clusters Score -1184984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1184988.875000 Penalty: 3034.057861
	Iteration 48Q: 3 clusters Score -1184989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1184990.125000 Penalty: 3034.057861
	Iteration 49Q: 3 clusters Score -1184990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1184994.250000 Penalty: 3034.057861
	Iteration 50Q: 3 clusters Score -1184994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1184995.125000 Penalty: 3034.057861
	Iteration 51Q: 3 clusters Score -1184995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1184998.750000 Penalty: 3034.057861
	Iteration 52Q: 3 clusters Score -1184999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1185003.750000 Penalty: 3034.057861
	Iteration 53Q: 3 clusters Score -1185004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1185006.500000 Penalty: 3034.057861
	Iteration 54Q: 3 clusters Score -1185006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1185008.000000 Penalty: 3034.057861
	Iteration 55Q: 3 clusters Score -1185008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1185011.125000 Penalty: 3034.057861
	Iteration 56Q: 3 clusters Score -1185011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1185013.250000 Penalty: 3034.057861
	Iteration 57Q: 3 clusters Score -1185013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1185019.000000 Penalty: 3034.057861
	Iteration 58Q: 3 clusters Score -1185019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1185023.125000 Penalty: 3034.057861
	Iteration 59Q: 3 clusters Score -1185023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1185027.875000 Penalty: 3034.057861
	Iteration 60F: 3 clusters Score -1185028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1185030.750000 Penalty: 3034.057861
	Iteration 61Q: 3 clusters Score -1185031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1185030.875000 Penalty: 3034.057861
	Iteration 62Q: 3 clusters Score -1185031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1185031.000000 Penalty: 3034.057861
	Iteration 63Q: 3 clusters Score -1185031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1185035.250000 Penalty: 3034.057861
	Iteration 64Q: 3 clusters Score -1185035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1185036.375000 Penalty: 3034.057861
	Iteration 65Q: 3 clusters Score -1185036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1185034.000000 Penalty: 3034.057861
	Iteration 66Q: 3 clusters Score -1185034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1185035.375000 Penalty: 3034.057861
	Iteration 67Q: 3 clusters Score -1185035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1185037.625000 Penalty: 3034.057861
	Iteration 68Q: 3 clusters Score -1185038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1185038.000000 Penalty: 3034.057861
	Iteration 69Q: 3 clusters Score -1185038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1185037.875000 Penalty: 3034.057861
	Iteration 70Q: 3 clusters Score -1185038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1185038.000000 Penalty: 3034.057861
	Iteration 71Q: 3 clusters Score -1185038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1185038.625000 Penalty: 3034.057861
	Iteration 72Q: 3 clusters Score -1185039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1185039.625000 Penalty: 3034.057861
	Iteration 73Q: 3 clusters Score -1185040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1185040.750000 Penalty: 3034.057861
	Iteration 74Q: 3 clusters Score -1185041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1185039.750000 Penalty: 3034.057861
	Iteration 75Q: 3 clusters Score -1185040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1185039.375000 Penalty: 3034.057861
	Iteration 76Q: 3 clusters Score -1185039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1185039.375000 Penalty: 3034.057861
	Iteration 77Q: 3 clusters Score -1185039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1185040.000000 Penalty: 3034.057861
	Iteration 78Q: 3 clusters Score -1185040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1185039.375000 Penalty: 3034.057861
	Iteration 79Q: 3 clusters Score -1185039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1185040.375000 Penalty: 3034.057861
	Iteration 80F: 3 clusters Score -1185040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -314599.343750 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -314599.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -311677.500000 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -311677.5 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -312570.156250 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -312570.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -312936.031250 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -312936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -313296.500000 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -313296.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -313673.281250 Penalty: 2632.749512
	Iteration 4F: 3 clusters Score -313673.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -313974.531250 Penalty: 2632.749512
	Iteration 5F: 3 clusters Score -313974.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -314147.843750 Penalty: 2632.749512
	Iteration 6F: 3 clusters Score -314147.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -314239.062500 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -314239.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -314288.843750 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -314288.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -314317.562500 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -314317.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314335.468750 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -314335.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -314354.875000 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -314354.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314372.500000 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -314372.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -314401.156250 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -314401.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -314413.781250 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -314413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -314423.718750 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -314423.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -314434.187500 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -314434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -314440.843750 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -314440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -314446.468750 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -314446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -314455.312500 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -314455.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -314471.000000 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -314471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -314480.312500 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -314480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -314483.156250 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -314483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -314485.343750 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -314485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -314486.093750 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -314486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -314486.906250 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -314486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -314487.343750 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -314487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -314488.625000 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -314488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -314489.656250 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -314489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -314491.000000 Penalty: 2632.749512
	Iteration 29Q: 3 clusters Score -314491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -314493.562500 Penalty: 2632.749512
	Iteration 30Q: 3 clusters Score -314493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -314494.937500 Penalty: 2632.749512
	Iteration 31Q: 3 clusters Score -314494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -314495.281250 Penalty: 2632.749512
	Iteration 32Q: 3 clusters Score -314495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -314496.187500 Penalty: 2632.749512
	Iteration 33Q: 3 clusters Score -314496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -314497.343750 Penalty: 2632.749512
	Iteration 34Q: 3 clusters Score -314497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -314501.437500 Penalty: 2632.749512
	Iteration 35Q: 3 clusters Score -314501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -314504.562500 Penalty: 2632.749512
	Iteration 36Q: 3 clusters Score -314504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -314504.562500 Penalty: 2632.749512
	Iteration 37F: 3 clusters Score -314504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Entering Unmasked Estep 
Score: -881089.750000 Penalty: 1485.114624
	Iteration 0F: 2 clusters Score -881089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -874341.250000 Penalty: 2970.229248
	Iteration 0F: 3 clusters Score -874341.2 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -876598.437500 Penalty: 2970.229248
	Iteration 1F: 3 clusters Score -876598.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -877025.687500 Penalty: 2970.229248
	Iteration 2F: 3 clusters Score -877025.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -877429.312500 Penalty: 2970.229248
	Iteration 3F: 3 clusters Score -877429.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -877742.750000 Penalty: 2970.229248
	Iteration 4F: 3 clusters Score -877742.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -878001.312500 Penalty: 2970.229248
	Iteration 5F: 3 clusters Score -878001.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -878231.187500 Penalty: 2970.229248
	Iteration 6Q: 3 clusters Score -878231.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -878422.750000 Penalty: 2970.229248
	Iteration 7Q: 3 clusters Score -878422.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -878583.687500 Penalty: 2970.229248
	Iteration 8Q: 3 clusters Score -878583.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -878706.125000 Penalty: 2970.229248
	Iteration 9Q: 3 clusters Score -878706.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -878807.437500 Penalty: 2970.229248
	Iteration 10Q: 3 clusters Score -878807.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -878897.000000 Penalty: 2970.229248
	Iteration 11Q: 3 clusters Score -878897 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -878979.812500 Penalty: 2970.229248
	Iteration 12Q: 3 clusters Score -878979.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -879040.375000 Penalty: 2970.229248
	Iteration 13Q: 3 clusters Score -879040.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -879083.875000 Penalty: 2970.229248
	Iteration 14Q: 3 clusters Score -879083.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -879126.875000 Penalty: 2970.229248
	Iteration 15Q: 3 clusters Score -879126.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -879167.500000 Penalty: 2970.229248
	Iteration 16Q: 3 clusters Score -879167.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -879210.187500 Penalty: 2970.229248
	Iteration 17Q: 3 clusters Score -879210.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -879258.750000 Penalty: 2970.229248
	Iteration 18Q: 3 clusters Score -879258.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -879299.500000 Penalty: 2970.229248
	Iteration 19Q: 3 clusters Score -879299.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -879347.875000 Penalty: 2970.229248
	Iteration 20F: 3 clusters Score -879347.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -879410.625000 Penalty: 2970.229248
	Iteration 21Q: 3 clusters Score -879410.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -879477.375000 Penalty: 2970.229248
	Iteration 22Q: 3 clusters Score -879477.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -879538.750000 Penalty: 2970.229248
	Iteration 23Q: 3 clusters Score -879538.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -879593.687500 Penalty: 2970.229248
	Iteration 24Q: 3 clusters Score -879593.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -879644.250000 Penalty: 2970.229248
	Iteration 25Q: 3 clusters Score -879644.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -879696.812500 Penalty: 2970.229248
	Iteration 26Q: 3 clusters Score -879696.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -879758.000000 Penalty: 2970.229248
	Iteration 27Q: 3 clusters Score -879758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -879805.687500 Penalty: 2970.229248
	Iteration 28Q: 3 clusters Score -879805.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -879859.250000 Penalty: 2970.229248
	Iteration 29Q: 3 clusters Score -879859.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -879902.937500 Penalty: 2970.229248
	Iteration 30Q: 3 clusters Score -879902.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -879949.312500 Penalty: 2970.229248
	Iteration 31Q: 3 clusters Score -879949.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -879984.937500 Penalty: 2970.229248
	Iteration 32Q: 3 clusters Score -879984.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -880016.125000 Penalty: 2970.229248
	Iteration 33Q: 3 clusters Score -880016.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -880046.812500 Penalty: 2970.229248
	Iteration 34Q: 3 clusters Score -880046.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -880074.062500 Penalty: 2970.229248
	Iteration 35Q: 3 clusters Score -880074.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -880100.625000 Penalty: 2970.229248
	Iteration 36Q: 3 clusters Score -880100.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -880129.125000 Penalty: 2970.229248
	Iteration 37Q: 3 clusters Score -880129.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -880153.875000 Penalty: 2970.229248
	Iteration 38Q: 3 clusters Score -880153.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -880168.250000 Penalty: 2970.229248
	Iteration 39Q: 3 clusters Score -880168.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -880182.937500 Penalty: 2970.229248
	Iteration 40F: 3 clusters Score -880182.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -880195.875000 Penalty: 2970.229248
	Iteration 41Q: 3 clusters Score -880195.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -880206.125000 Penalty: 2970.229248
	Iteration 42Q: 3 clusters Score -880206.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -880216.125000 Penalty: 2970.229248
	Iteration 43Q: 3 clusters Score -880216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -880221.750000 Penalty: 2970.229248
	Iteration 44Q: 3 clusters Score -880221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -880227.250000 Penalty: 2970.229248
	Iteration 45Q: 3 clusters Score -880227.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -880231.937500 Penalty: 2970.229248
	Iteration 46Q: 3 clusters Score -880231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -880235.312500 Penalty: 2970.229248
	Iteration 47Q: 3 clusters Score -880235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -880238.312500 Penalty: 2970.229248
	Iteration 48Q: 3 clusters Score -880238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -880241.312500 Penalty: 2970.229248
	Iteration 49Q: 3 clusters Score -880241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -880241.875000 Penalty: 2970.229248
	Iteration 50Q: 3 clusters Score -880241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -880242.937500 Penalty: 2970.229248
	Iteration 51Q: 3 clusters Score -880242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -880244.125000 Penalty: 2970.229248
	Iteration 52Q: 3 clusters Score -880244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -880244.000000 Penalty: 2970.229248
	Iteration 53Q: 3 clusters Score -880244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -880244.000000 Penalty: 2970.229248
	Iteration 54F: 3 clusters Score -880244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Entering Unmasked Estep 
Score: -747844.812500 Penalty: 1457.157349
	Iteration 0F: 2 clusters Score -747844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -742093.125000 Penalty: 2914.314697
	Iteration 0F: 3 clusters Score -742093.1 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -744584.312500 Penalty: 2914.314697
	Iteration 1F: 3 clusters Score -744584.3 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -745559.375000 Penalty: 2914.314697
	Iteration 2F: 3 clusters Score -745559.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -746363.812500 Penalty: 2914.314697
	Iteration 3F: 3 clusters Score -746363.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -746919.562500 Penalty: 2914.314697
	Iteration 4F: 3 clusters Score -746919.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -747195.375000 Penalty: 2914.314697
	Iteration 5F: 3 clusters Score -747195.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -747310.875000 Penalty: 2914.314697
	Iteration 6Q: 3 clusters Score -747310.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -747367.562500 Penalty: 2914.314697
	Iteration 7Q: 3 clusters Score -747367.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -747410.562500 Penalty: 2914.314697
	Iteration 8Q: 3 clusters Score -747410.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -747437.375000 Penalty: 2914.314697
	Iteration 9Q: 3 clusters Score -747437.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -747454.062500 Penalty: 2914.314697
	Iteration 10Q: 3 clusters Score -747454.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -747462.500000 Penalty: 2914.314697
	Iteration 11Q: 3 clusters Score -747462.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -747469.625000 Penalty: 2914.314697
	Iteration 12Q: 3 clusters Score -747469.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -747474.000000 Penalty: 2914.314697
	Iteration 13Q: 3 clusters Score -747474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -747478.187500 Penalty: 2914.314697
	Iteration 14Q: 3 clusters Score -747478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -747480.312500 Penalty: 2914.314697
	Iteration 15Q: 3 clusters Score -747480.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -747484.187500 Penalty: 2914.314697
	Iteration 16Q: 3 clusters Score -747484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -747483.625000 Penalty: 2914.314697
	Iteration 17Q: 3 clusters Score -747483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -747485.750000 Penalty: 2914.314697
	Iteration 18Q: 3 clusters Score -747485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -747490.312500 Penalty: 2914.314697
	Iteration 19Q: 3 clusters Score -747490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -747490.125000 Penalty: 2914.314697
	Iteration 20F: 3 clusters Score -747490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -747492.187500 Penalty: 2914.314697
	Iteration 21Q: 3 clusters Score -747492.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -747497.500000 Penalty: 2914.314697
	Iteration 22Q: 3 clusters Score -747497.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -747498.187500 Penalty: 2914.314697
	Iteration 23Q: 3 clusters Score -747498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -747500.875000 Penalty: 2914.314697
	Iteration 24Q: 3 clusters Score -747500.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -747502.187500 Penalty: 2914.314697
	Iteration 25Q: 3 clusters Score -747502.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -747502.250000 Penalty: 2914.314697
	Iteration 26Q: 3 clusters Score -747502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -747503.125000 Penalty: 2914.314697
	Iteration 27Q: 3 clusters Score -747503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -747504.687500 Penalty: 2914.314697
	Iteration 28Q: 3 clusters Score -747504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -747508.375000 Penalty: 2914.314697
	Iteration 29Q: 3 clusters Score -747508.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -747510.250000 Penalty: 2914.314697
	Iteration 30Q: 3 clusters Score -747510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -747511.125000 Penalty: 2914.314697
	Iteration 31Q: 3 clusters Score -747511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -747510.937500 Penalty: 2914.314697
	Iteration 32Q: 3 clusters Score -747510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -747512.875000 Penalty: 2914.314697
	Iteration 33Q: 3 clusters Score -747512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -747512.937500 Penalty: 2914.314697
	Iteration 34Q: 3 clusters Score -747512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -747514.625000 Penalty: 2914.314697
	Iteration 35Q: 3 clusters Score -747514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -747515.812500 Penalty: 2914.314697
	Iteration 36Q: 3 clusters Score -747515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -747517.437500 Penalty: 2914.314697
	Iteration 37Q: 3 clusters Score -747517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -747517.250000 Penalty: 2914.314697
	Iteration 38Q: 3 clusters Score -747517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -747517.562500 Penalty: 2914.314697
	Iteration 39Q: 3 clusters Score -747517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -747518.437500 Penalty: 2914.314697
	Iteration 40F: 3 clusters Score -747518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -747517.187500 Penalty: 2914.314697
	Iteration 41Q: 3 clusters Score -747517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -747517.250000 Penalty: 2914.314697
	Iteration 42Q: 3 clusters Score -747517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -747518.000000 Penalty: 2914.314697
	Iteration 43Q: 3 clusters Score -747518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -747518.000000 Penalty: 2914.314697
	Iteration 44F: 3 clusters Score -747518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Entering Unmasked Estep 
Score: -2268133.750000 Penalty: 1627.696411
	Iteration 0F: 2 clusters Score -2268134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2252926.000000 Penalty: 3255.392822
	Iteration 0F: 3 clusters Score -2252926 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2258870.000000 Penalty: 3255.392822
	Iteration 1F: 3 clusters Score -2258870 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2259370.500000 Penalty: 3255.392822
	Iteration 2F: 3 clusters Score -2259370 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2259891.750000 Penalty: 3255.392822
	Iteration 3F: 3 clusters Score -2259892 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2260386.750000 Penalty: 3255.392822
	Iteration 4Q: 3 clusters Score -2260387 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2260952.250000 Penalty: 3255.392822
	Iteration 5F: 3 clusters Score -2260952 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2261488.250000 Penalty: 3255.392822
	Iteration 6F: 3 clusters Score -2261488 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2262051.500000 Penalty: 3255.392822
	Iteration 7Q: 3 clusters Score -2262052 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2262697.500000 Penalty: 3255.392822
	Iteration 8Q: 3 clusters Score -2262698 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2263403.500000 Penalty: 3255.392822
	Iteration 9Q: 3 clusters Score -2263404 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2264051.500000 Penalty: 3255.392822
	Iteration 10Q: 3 clusters Score -2264052 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2264616.750000 Penalty: 3255.392822
	Iteration 11Q: 3 clusters Score -2264617 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2264997.500000 Penalty: 3255.392822
	Iteration 12Q: 3 clusters Score -2264998 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2265211.250000 Penalty: 3255.392822
	Iteration 13Q: 3 clusters Score -2265211 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2265352.000000 Penalty: 3255.392822
	Iteration 14Q: 3 clusters Score -2265352 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2265424.250000 Penalty: 3255.392822
	Iteration 15Q: 3 clusters Score -2265424 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2265466.750000 Penalty: 3255.392822
	Iteration 16Q: 3 clusters Score -2265467 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2265489.750000 Penalty: 3255.392822
	Iteration 17Q: 3 clusters Score -2265490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2265503.250000 Penalty: 3255.392822
	Iteration 18Q: 3 clusters Score -2265503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2265518.000000 Penalty: 3255.392822
	Iteration 19Q: 3 clusters Score -2265518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2265528.750000 Penalty: 3255.392822
	Iteration 20F: 3 clusters Score -2265529 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2265538.500000 Penalty: 3255.392822
	Iteration 21Q: 3 clusters Score -2265538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2265543.000000 Penalty: 3255.392822
	Iteration 22Q: 3 clusters Score -2265543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2265555.250000 Penalty: 3255.392822
	Iteration 23Q: 3 clusters Score -2265555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2265573.000000 Penalty: 3255.392822
	Iteration 24Q: 3 clusters Score -2265573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2265582.000000 Penalty: 3255.392822
	Iteration 25Q: 3 clusters Score -2265582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2265576.750000 Penalty: 3255.392822
	Iteration 26Q: 3 clusters Score -2265577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2265576.000000 Penalty: 3255.392822
	Iteration 27Q: 3 clusters Score -2265576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2265578.250000 Penalty: 3255.392822
	Iteration 28Q: 3 clusters Score -2265578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2265581.750000 Penalty: 3255.392822
	Iteration 29Q: 3 clusters Score -2265582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2265579.000000 Penalty: 3255.392822
	Iteration 30Q: 3 clusters Score -2265579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2265589.000000 Penalty: 3255.392822
	Iteration 31Q: 3 clusters Score -2265589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2265592.500000 Penalty: 3255.392822
	Iteration 32Q: 3 clusters Score -2265592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2265596.000000 Penalty: 3255.392822
	Iteration 33Q: 3 clusters Score -2265596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2265598.000000 Penalty: 3255.392822
	Iteration 34Q: 3 clusters Score -2265598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2265598.500000 Penalty: 3255.392822
	Iteration 35Q: 3 clusters Score -2265598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2265603.250000 Penalty: 3255.392822
	Iteration 36Q: 3 clusters Score -2265603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2265601.500000 Penalty: 3255.392822
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2265605 nChanged 31
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Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2265610 nChanged 24
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Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2265612 nChanged 24
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8684 members 
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	Iteration 41Q: 3 clusters Score -2265612 nChanged 16
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Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8670 members 
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	Iteration 42Q: 3 clusters Score -2265611 nChanged 17
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Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2265616 nChanged 16
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Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 8653 members 
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	Iteration 44Q: 3 clusters Score -2265615 nChanged 27
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Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2265617 nChanged 27
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Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2265622 nChanged 22
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Mstep: Class 1 contains 13780 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2265622 nChanged 21
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Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2265626 nChanged 18
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Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 8580 members 
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	Iteration 49Q: 3 clusters Score -2265627 nChanged 23
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Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2265625 nChanged 11
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Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 8554 members 
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	Iteration 51Q: 3 clusters Score -2265626 nChanged 10
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Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 8546 members 
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	Iteration 52Q: 3 clusters Score -2265625 nChanged 10
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Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2265630 nChanged 11
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Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2265627 nChanged 3
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Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2265630 nChanged 6
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Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2265626 nChanged 9
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Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2265629 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2265632 nChanged 15
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Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2265633 nChanged 13
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Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2265632 nChanged 12
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Mstep: Class 1 contains 13931 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2265630 nChanged 15
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	Iteration 62Q: 3 clusters Score -2265637 nChanged 11
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	Iteration 63Q: 3 clusters Score -2265632 nChanged 13
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Mstep: Class 2 contains 8427 members 
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	Iteration 64Q: 3 clusters Score -2265635 nChanged 18
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	Iteration 65Q: 3 clusters Score -2265638 nChanged 25
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Mstep: Class 1 contains 14011 members 
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	Iteration 66Q: 3 clusters Score -2265643 nChanged 24
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2265644 nChanged 18
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	Iteration 68Q: 3 clusters Score -2265647 nChanged 14
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	Iteration 69Q: 3 clusters Score -2265647 nChanged 13
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Mstep: Class 1 contains 14072 members 
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	Iteration 70Q: 3 clusters Score -2265647 nChanged 13
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	Iteration 72Q: 3 clusters Score -2265647 nChanged 14
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	Iteration 73Q: 3 clusters Score -2265652 nChanged 14
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Mstep: Class 2 contains 8273 members 
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	Iteration 74Q: 3 clusters Score -2265650 nChanged 14
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	Iteration 75Q: 3 clusters Score -2265650 nChanged 15
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Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 8246 members 
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	Iteration 76Q: 3 clusters Score -2265652 nChanged 15
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	Iteration 77Q: 3 clusters Score -2265652 nChanged 11
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Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 8222 members 
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	Iteration 78Q: 3 clusters Score -2265658 nChanged 11
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Mstep: Class 1 contains 14184 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2265659 nChanged 20
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Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2265660 nChanged 22
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Mstep: Class 1 contains 14222 members 
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	Iteration 81Q: 3 clusters Score -2265665 nChanged 15
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Mstep: Class 1 contains 14237 members 
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	Iteration 82Q: 3 clusters Score -2265664 nChanged 11
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	Iteration 83Q: 3 clusters Score -2265670 nChanged 16
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Mstep: Class 1 contains 14262 members 
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	Iteration 84Q: 3 clusters Score -2265664 nChanged 12
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Mstep: Class 1 contains 14272 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2265662 nChanged 10
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Mstep: Class 1 contains 14282 members 
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	Iteration 86Q: 3 clusters Score -2265662 nChanged 14
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Mstep: Class 1 contains 14296 members 
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	Iteration 87Q: 3 clusters Score -2265664 nChanged 15
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Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2265664 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14326 members 
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	Iteration 89Q: 3 clusters Score -2265666 nChanged 22
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Mstep: Class 1 contains 14346 members 
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Mstep: Class 1 contains 14370 members 
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	Iteration 91Q: 3 clusters Score -2265668 nChanged 26
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	Iteration 92Q: 3 clusters Score -2265665 nChanged 25
Entering Unmasked Mstep 
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	Iteration 93Q: 3 clusters Score -2265667 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2265669 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2265668 nChanged 25
Entering Unmasked Mstep 
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	Iteration 96Q: 3 clusters Score -2265673 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14501 members 
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	Iteration 97Q: 3 clusters Score -2265676 nChanged 21
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	Iteration 100F: 3 clusters Score -2265677 nChanged 22
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	Iteration 101Q: 3 clusters Score -2265678 nChanged 24
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	Iteration 102Q: 3 clusters Score -2265684 nChanged 27
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	Iteration 103Q: 3 clusters Score -2265692 nChanged 24
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	Iteration 104Q: 3 clusters Score -2265694 nChanged 27
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	Iteration 105Q: 3 clusters Score -2265694 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2265691 nChanged 26
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	Iteration 108Q: 3 clusters Score -2265697 nChanged 14
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	Iteration 110Q: 3 clusters Score -2265697 nChanged 23
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Mstep: Class 1 contains 14794 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2265699 nChanged 19
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	Iteration 112Q: 3 clusters Score -2265699 nChanged 13
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	Iteration 113Q: 3 clusters Score -2265700 nChanged 13
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	Iteration 114Q: 3 clusters Score -2265696 nChanged 7
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	Iteration 115Q: 3 clusters Score -2265702 nChanged 9
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	Iteration 116Q: 3 clusters Score -2265701 nChanged 8
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	Iteration 117Q: 3 clusters Score -2265702 nChanged 8
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	Iteration 118Q: 3 clusters Score -2265702 nChanged 8
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	Iteration 119Q: 3 clusters Score -2265702 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 7513 members 
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	Iteration 120F: 3 clusters Score -2265702 nChanged 9
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	Iteration 121Q: 3 clusters Score -2265706 nChanged 6
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	Iteration 122Q: 3 clusters Score -2265703 nChanged 8
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	Iteration 123Q: 3 clusters Score -2265705 nChanged 5
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	Iteration 124Q: 3 clusters Score -2265704 nChanged 5
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	Iteration 125Q: 3 clusters Score -2265704 nChanged 3
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	Iteration 126Q: 3 clusters Score -2265706 nChanged 4
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	Iteration 127Q: 3 clusters Score -2265707 nChanged 5
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	Iteration 128Q: 3 clusters Score -2265708 nChanged 6
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	Iteration 129Q: 3 clusters Score -2265709 nChanged 6
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Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2265710.750000 Penalty: 3255.392822
	Iteration 130Q: 3 clusters Score -2265711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2265715.750000 Penalty: 3255.392822
	Iteration 131Q: 3 clusters Score -2265716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2265716.250000 Penalty: 3255.392822
	Iteration 132Q: 3 clusters Score -2265716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2265712.000000 Penalty: 3255.392822
	Iteration 133Q: 3 clusters Score -2265712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2265709.000000 Penalty: 3255.392822
	Iteration 134Q: 3 clusters Score -2265709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2265707.750000 Penalty: 3255.392822
	Iteration 135Q: 3 clusters Score -2265708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2265706.500000 Penalty: 3255.392822
	Iteration 136Q: 3 clusters Score -2265706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2265706.500000 Penalty: 3255.392822
	Iteration 137F: 3 clusters Score -2265706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -366547.906250 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -366547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -363381.437500 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -363381.4 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -364486.250000 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -364486.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -364765.656250 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -364765.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -365067.437500 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -365067.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -365371.125000 Penalty: 2681.621338
	Iteration 4F: 3 clusters Score -365371.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -365591.000000 Penalty: 2681.621338
	Iteration 5F: 3 clusters Score -365591 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -365701.031250 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -365701 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -365761.718750 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -365761.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -365802.312500 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -365802.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365835.000000 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -365835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -365862.625000 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -365862.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -365888.312500 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -365888.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -365901.468750 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -365901.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365914.062500 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -365914.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -365935.062500 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -365935.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -365957.656250 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -365957.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -365980.750000 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -365980.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -366003.125000 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -366003.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -366024.781250 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -366024.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -366039.468750 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -366039.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -366048.625000 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -366048.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -366058.687500 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -366058.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -366067.218750 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -366067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -366072.093750 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -366072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -366073.937500 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -366073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -366075.593750 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -366075.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -366076.593750 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -366076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -366077.343750 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -366077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -366078.281250 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -366078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -366079.125000 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -366079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -366079.406250 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -366079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -366079.656250 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -366079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -366080.156250 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -366080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -366081.125000 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -366081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -366081.343750 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -366081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -366081.812500 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -366081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -366082.468750 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -366082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -366082.218750 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -366082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -366083.406250 Penalty: 2681.621338
	Iteration 38Q: 3 clusters Score -366083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -366083.906250 Penalty: 2681.621338
	Iteration 39Q: 3 clusters Score -366083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -366084.031250 Penalty: 2681.621338
	Iteration 40F: 3 clusters Score -366084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -366085.437500 Penalty: 2681.621338
	Iteration 41Q: 3 clusters Score -366085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -366085.750000 Penalty: 2681.621338
	Iteration 42Q: 3 clusters Score -366085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -366086.656250 Penalty: 2681.621338
	Iteration 43Q: 3 clusters Score -366086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -366086.687500 Penalty: 2681.621338
	Iteration 44Q: 3 clusters Score -366086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -366087.187500 Penalty: 2681.621338
	Iteration 45Q: 3 clusters Score -366087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -366087.187500 Penalty: 2681.621338
	Iteration 46F: 3 clusters Score -366087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Entering Unmasked Estep 
Score: -1788508.250000 Penalty: 1578.203979
	Iteration 0F: 2 clusters Score -1788508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1777210.000000 Penalty: 3156.407959
	Iteration 0F: 3 clusters Score -1777210 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1781317.875000 Penalty: 3156.407959
	Iteration 1F: 3 clusters Score -1781318 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1781573.750000 Penalty: 3156.407959
	Iteration 2Q: 3 clusters Score -1781574 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1781796.000000 Penalty: 3156.407959
	Iteration 3Q: 3 clusters Score -1781796 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1781983.500000 Penalty: 3156.407959
	Iteration 4Q: 3 clusters Score -1781984 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1782206.375000 Penalty: 3156.407959
	Iteration 5Q: 3 clusters Score -1782206 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1782529.375000 Penalty: 3156.407959
	Iteration 6Q: 3 clusters Score -1782529 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1783014.500000 Penalty: 3156.407959
	Iteration 7Q: 3 clusters Score -1783014 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1783683.125000 Penalty: 3156.407959
	Iteration 8F: 3 clusters Score -1783683 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1784473.750000 Penalty: 3156.407959
	Iteration 9F: 3 clusters Score -1784474 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1785320.000000 Penalty: 3156.407959
	Iteration 10F: 3 clusters Score -1785320 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1786011.500000 Penalty: 3156.407959
	Iteration 11Q: 3 clusters Score -1786012 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1786467.750000 Penalty: 3156.407959
	Iteration 12Q: 3 clusters Score -1786468 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1786742.875000 Penalty: 3156.407959
	Iteration 13Q: 3 clusters Score -1786743 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1786903.125000 Penalty: 3156.407959
	Iteration 14Q: 3 clusters Score -1786903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1787010.625000 Penalty: 3156.407959
	Iteration 15Q: 3 clusters Score -1787011 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1787079.375000 Penalty: 3156.407959
	Iteration 16Q: 3 clusters Score -1787079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1787127.000000 Penalty: 3156.407959
	Iteration 17Q: 3 clusters Score -1787127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1787150.375000 Penalty: 3156.407959
	Iteration 18Q: 3 clusters Score -1787150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1787174.125000 Penalty: 3156.407959
	Iteration 19Q: 3 clusters Score -1787174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1787182.875000 Penalty: 3156.407959
	Iteration 20F: 3 clusters Score -1787183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1787188.125000 Penalty: 3156.407959
	Iteration 21Q: 3 clusters Score -1787188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1787198.750000 Penalty: 3156.407959
	Iteration 22Q: 3 clusters Score -1787199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1787204.875000 Penalty: 3156.407959
	Iteration 23Q: 3 clusters Score -1787205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1787208.250000 Penalty: 3156.407959
	Iteration 24Q: 3 clusters Score -1787208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1787211.750000 Penalty: 3156.407959
	Iteration 25Q: 3 clusters Score -1787212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1787213.500000 Penalty: 3156.407959
	Iteration 26Q: 3 clusters Score -1787214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1787214.375000 Penalty: 3156.407959
	Iteration 27Q: 3 clusters Score -1787214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1787215.500000 Penalty: 3156.407959
	Iteration 28Q: 3 clusters Score -1787216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1787216.500000 Penalty: 3156.407959
	Iteration 29Q: 3 clusters Score -1787216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1787219.000000 Penalty: 3156.407959
	Iteration 30Q: 3 clusters Score -1787219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1787221.000000 Penalty: 3156.407959
	Iteration 31Q: 3 clusters Score -1787221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1787221.375000 Penalty: 3156.407959
	Iteration 32Q: 3 clusters Score -1787221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1787223.625000 Penalty: 3156.407959
	Iteration 33Q: 3 clusters Score -1787224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1787223.625000 Penalty: 3156.407959
	Iteration 34F: 3 clusters Score -1787224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -521406.218750 Penalty: 1393.144287
	Iteration 0F: 2 clusters Score -521406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -517298.937500 Penalty: 2786.288574
	Iteration 0F: 3 clusters Score -517298.9 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -518525.031250 Penalty: 2786.288574
	Iteration 1F: 3 clusters Score -518525 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -519000.062500 Penalty: 2786.288574
	Iteration 2F: 3 clusters Score -519000.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -519553.843750 Penalty: 2786.288574
	Iteration 3F: 3 clusters Score -519553.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -520070.500000 Penalty: 2786.288574
	Iteration 4F: 3 clusters Score -520070.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -520413.812500 Penalty: 2786.288574
	Iteration 5F: 3 clusters Score -520413.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -520576.937500 Penalty: 2786.288574
	Iteration 6Q: 3 clusters Score -520576.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -520661.906250 Penalty: 2786.288574
	Iteration 7Q: 3 clusters Score -520661.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -520715.156250 Penalty: 2786.288574
	Iteration 8Q: 3 clusters Score -520715.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -520744.093750 Penalty: 2786.288574
	Iteration 9Q: 3 clusters Score -520744.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -520770.281250 Penalty: 2786.288574
	Iteration 10Q: 3 clusters Score -520770.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -520787.375000 Penalty: 2786.288574
	Iteration 11Q: 3 clusters Score -520787.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -520807.312500 Penalty: 2786.288574
	Iteration 12Q: 3 clusters Score -520807.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -520822.250000 Penalty: 2786.288574
	Iteration 13Q: 3 clusters Score -520822.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -520835.375000 Penalty: 2786.288574
	Iteration 14Q: 3 clusters Score -520835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -520846.625000 Penalty: 2786.288574
	Iteration 15Q: 3 clusters Score -520846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -520854.906250 Penalty: 2786.288574
	Iteration 16Q: 3 clusters Score -520854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -520861.531250 Penalty: 2786.288574
	Iteration 17Q: 3 clusters Score -520861.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -520867.968750 Penalty: 2786.288574
	Iteration 18Q: 3 clusters Score -520868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -520869.062500 Penalty: 2786.288574
	Iteration 19Q: 3 clusters Score -520869.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -520874.312500 Penalty: 2786.288574
	Iteration 20F: 3 clusters Score -520874.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520881.593750 Penalty: 2786.288574
	Iteration 21Q: 3 clusters Score -520881.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -520886.437500 Penalty: 2786.288574
	Iteration 22Q: 3 clusters Score -520886.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -520891.343750 Penalty: 2786.288574
	Iteration 23Q: 3 clusters Score -520891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -520896.187500 Penalty: 2786.288574
	Iteration 24Q: 3 clusters Score -520896.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -520898.875000 Penalty: 2786.288574
	Iteration 25Q: 3 clusters Score -520898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -520900.625000 Penalty: 2786.288574
	Iteration 26Q: 3 clusters Score -520900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520902.218750 Penalty: 2786.288574
	Iteration 27Q: 3 clusters Score -520902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -520906.218750 Penalty: 2786.288574
	Iteration 28Q: 3 clusters Score -520906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520907.406250 Penalty: 2786.288574
	Iteration 29Q: 3 clusters Score -520907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520907.343750 Penalty: 2786.288574
	Iteration 30Q: 3 clusters Score -520907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -520909.062500 Penalty: 2786.288574
	Iteration 31Q: 3 clusters Score -520909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520909.718750 Penalty: 2786.288574
	Iteration 32Q: 3 clusters Score -520909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -520909.718750 Penalty: 2786.288574
	Iteration 33F: 3 clusters Score -520909.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Entering Unmasked Estep 
Score: -1864563.375000 Penalty: 1605.768311
	Iteration 0F: 2 clusters Score -1864563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1851214.875000 Penalty: 3211.536621
	Iteration 0F: 3 clusters Score -1851215 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1856149.375000 Penalty: 3211.536621
	Iteration 1F: 3 clusters Score -1856149 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1856771.625000 Penalty: 3211.536621
	Iteration 2F: 3 clusters Score -1856772 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1857560.875000 Penalty: 3211.536621
	Iteration 3F: 3 clusters Score -1857561 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1858461.750000 Penalty: 3211.536621
	Iteration 4F: 3 clusters Score -1858462 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1859255.750000 Penalty: 3211.536621
	Iteration 5F: 3 clusters Score -1859256 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1859902.125000 Penalty: 3211.536621
	Iteration 6F: 3 clusters Score -1859902 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1860398.250000 Penalty: 3211.536621
	Iteration 7F: 3 clusters Score -1860398 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1860755.750000 Penalty: 3211.536621
	Iteration 8Q: 3 clusters Score -1860756 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1861028.125000 Penalty: 3211.536621
	Iteration 9Q: 3 clusters Score -1861028 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1861242.625000 Penalty: 3211.536621
	Iteration 10Q: 3 clusters Score -1861243 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1861409.375000 Penalty: 3211.536621
	Iteration 11Q: 3 clusters Score -1861409 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1861549.250000 Penalty: 3211.536621
	Iteration 12Q: 3 clusters Score -1861549 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1861661.125000 Penalty: 3211.536621
	Iteration 13Q: 3 clusters Score -1861661 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1861753.375000 Penalty: 3211.536621
	Iteration 14Q: 3 clusters Score -1861753 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1861835.375000 Penalty: 3211.536621
	Iteration 15Q: 3 clusters Score -1861835 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1861910.875000 Penalty: 3211.536621
	Iteration 16Q: 3 clusters Score -1861911 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1861973.875000 Penalty: 3211.536621
	Iteration 17Q: 3 clusters Score -1861974 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1862034.625000 Penalty: 3211.536621
	Iteration 18Q: 3 clusters Score -1862035 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1862105.500000 Penalty: 3211.536621
	Iteration 19Q: 3 clusters Score -1862106 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1862168.750000 Penalty: 3211.536621
	Iteration 20F: 3 clusters Score -1862169 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1862241.500000 Penalty: 3211.536621
	Iteration 21Q: 3 clusters Score -1862242 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1862317.750000 Penalty: 3211.536621
	Iteration 22Q: 3 clusters Score -1862318 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1862403.375000 Penalty: 3211.536621
	Iteration 23Q: 3 clusters Score -1862403 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1862484.625000 Penalty: 3211.536621
	Iteration 24Q: 3 clusters Score -1862485 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1862575.250000 Penalty: 3211.536621
	Iteration 25Q: 3 clusters Score -1862575 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1862664.625000 Penalty: 3211.536621
	Iteration 26Q: 3 clusters Score -1862665 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1862763.000000 Penalty: 3211.536621
	Iteration 27Q: 3 clusters Score -1862763 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1862878.000000 Penalty: 3211.536621
	Iteration 28Q: 3 clusters Score -1862878 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1862973.750000 Penalty: 3211.536621
	Iteration 29Q: 3 clusters Score -1862974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1863081.750000 Penalty: 3211.536621
	Iteration 30Q: 3 clusters Score -1863082 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1863175.875000 Penalty: 3211.536621
	Iteration 31Q: 3 clusters Score -1863176 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1863268.000000 Penalty: 3211.536621
	Iteration 32Q: 3 clusters Score -1863268 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1863379.125000 Penalty: 3211.536621
	Iteration 33Q: 3 clusters Score -1863379 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1863495.375000 Penalty: 3211.536621
	Iteration 34Q: 3 clusters Score -1863495 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1863600.500000 Penalty: 3211.536621
	Iteration 35Q: 3 clusters Score -1863600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1863707.375000 Penalty: 3211.536621
	Iteration 36Q: 3 clusters Score -1863707 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1863791.250000 Penalty: 3211.536621
	Iteration 37Q: 3 clusters Score -1863791 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1863865.375000 Penalty: 3211.536621
	Iteration 38Q: 3 clusters Score -1863865 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1863925.250000 Penalty: 3211.536621
	Iteration 39Q: 3 clusters Score -1863925 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1863974.875000 Penalty: 3211.536621
	Iteration 40F: 3 clusters Score -1863975 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1864015.500000 Penalty: 3211.536621
	Iteration 41Q: 3 clusters Score -1864016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1864048.125000 Penalty: 3211.536621
	Iteration 42Q: 3 clusters Score -1864048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1864061.000000 Penalty: 3211.536621
	Iteration 43Q: 3 clusters Score -1864061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1864072.500000 Penalty: 3211.536621
	Iteration 44Q: 3 clusters Score -1864072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1864078.250000 Penalty: 3211.536621
	Iteration 45Q: 3 clusters Score -1864078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1864081.875000 Penalty: 3211.536621
	Iteration 46Q: 3 clusters Score -1864082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1864088.625000 Penalty: 3211.536621
	Iteration 47Q: 3 clusters Score -1864089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1864095.875000 Penalty: 3211.536621
	Iteration 48Q: 3 clusters Score -1864096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1864101.750000 Penalty: 3211.536621
	Iteration 49Q: 3 clusters Score -1864102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1864100.625000 Penalty: 3211.536621
	Iteration 50Q: 3 clusters Score -1864101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1864106.750000 Penalty: 3211.536621
	Iteration 51Q: 3 clusters Score -1864107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1864104.625000 Penalty: 3211.536621
	Iteration 52Q: 3 clusters Score -1864105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1864108.750000 Penalty: 3211.536621
	Iteration 53Q: 3 clusters Score -1864109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1864109.125000 Penalty: 3211.536621
	Iteration 54Q: 3 clusters Score -1864109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1864110.875000 Penalty: 3211.536621
	Iteration 55Q: 3 clusters Score -1864111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1864109.375000 Penalty: 3211.536621
	Iteration 56Q: 3 clusters Score -1864109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1864109.375000 Penalty: 3211.536621
	Iteration 57Q: 3 clusters Score -1864109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1864110.500000 Penalty: 3211.536621
	Iteration 58Q: 3 clusters Score -1864110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -1864110.625000 Penalty: 3211.536621
	Iteration 59Q: 3 clusters Score -1864111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1864111.375000 Penalty: 3211.536621
	Iteration 60F: 3 clusters Score -1864111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -774031.250000 Penalty: 1444.937622
	Iteration 0F: 2 clusters Score -774031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -768701.000000 Penalty: 2889.875244
	Iteration 0F: 3 clusters Score -768701 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -770659.437500 Penalty: 2889.875244
	Iteration 1F: 3 clusters Score -770659.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -771205.375000 Penalty: 2889.875244
	Iteration 2F: 3 clusters Score -771205.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -771780.312500 Penalty: 2889.875244
	Iteration 3F: 3 clusters Score -771780.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -772314.500000 Penalty: 2889.875244
	Iteration 4F: 3 clusters Score -772314.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -772690.687500 Penalty: 2889.875244
	Iteration 5F: 3 clusters Score -772690.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -772936.187500 Penalty: 2889.875244
	Iteration 6F: 3 clusters Score -772936.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -773085.125000 Penalty: 2889.875244
	Iteration 7Q: 3 clusters Score -773085.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -773182.937500 Penalty: 2889.875244
	Iteration 8Q: 3 clusters Score -773182.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -773244.312500 Penalty: 2889.875244
	Iteration 9Q: 3 clusters Score -773244.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -773290.187500 Penalty: 2889.875244
	Iteration 10Q: 3 clusters Score -773290.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -773331.062500 Penalty: 2889.875244
	Iteration 11Q: 3 clusters Score -773331.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -773363.312500 Penalty: 2889.875244
	Iteration 12Q: 3 clusters Score -773363.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -773384.437500 Penalty: 2889.875244
	Iteration 13Q: 3 clusters Score -773384.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -773407.375000 Penalty: 2889.875244
	Iteration 14Q: 3 clusters Score -773407.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -773423.500000 Penalty: 2889.875244
	Iteration 15Q: 3 clusters Score -773423.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -773435.375000 Penalty: 2889.875244
	Iteration 16Q: 3 clusters Score -773435.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -773438.875000 Penalty: 2889.875244
	Iteration 17Q: 3 clusters Score -773438.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -773445.375000 Penalty: 2889.875244
	Iteration 18Q: 3 clusters Score -773445.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -773449.562500 Penalty: 2889.875244
	Iteration 19Q: 3 clusters Score -773449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -773452.812500 Penalty: 2889.875244
	Iteration 20F: 3 clusters Score -773452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -773454.312500 Penalty: 2889.875244
	Iteration 21Q: 3 clusters Score -773454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -773456.375000 Penalty: 2889.875244
	Iteration 22Q: 3 clusters Score -773456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -773455.500000 Penalty: 2889.875244
	Iteration 23Q: 3 clusters Score -773455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -773457.375000 Penalty: 2889.875244
	Iteration 24Q: 3 clusters Score -773457.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -773460.812500 Penalty: 2889.875244
	Iteration 25Q: 3 clusters Score -773460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -773461.312500 Penalty: 2889.875244
	Iteration 26Q: 3 clusters Score -773461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -773464.687500 Penalty: 2889.875244
	Iteration 27Q: 3 clusters Score -773464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -773465.500000 Penalty: 2889.875244
	Iteration 28Q: 3 clusters Score -773465.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -773468.125000 Penalty: 2889.875244
	Iteration 29Q: 3 clusters Score -773468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -773469.062500 Penalty: 2889.875244
	Iteration 30Q: 3 clusters Score -773469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -773470.062500 Penalty: 2889.875244
	Iteration 31Q: 3 clusters Score -773470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -773469.500000 Penalty: 2889.875244
	Iteration 32Q: 3 clusters Score -773469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -773469.812500 Penalty: 2889.875244
	Iteration 33Q: 3 clusters Score -773469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -773468.875000 Penalty: 2889.875244
	Iteration 34Q: 3 clusters Score -773468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -773470.062500 Penalty: 2889.875244
	Iteration 35Q: 3 clusters Score -773470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -773472.750000 Penalty: 2889.875244
	Iteration 36Q: 3 clusters Score -773472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -773475.125000 Penalty: 2889.875244
	Iteration 37Q: 3 clusters Score -773475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -773475.125000 Penalty: 2889.875244
	Iteration 38F: 3 clusters Score -773475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Entering Unmasked Estep 
Score: -3098494.500000 Penalty: 1674.499146
	Iteration 0F: 2 clusters Score -3098494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3078424.500000 Penalty: 3348.998291
	Iteration 0F: 3 clusters Score -3078424 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3086072.500000 Penalty: 3348.998291
	Iteration 1F: 3 clusters Score -3086072 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3086557.250000 Penalty: 3348.998291
	Iteration 2Q: 3 clusters Score -3086557 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3087093.500000 Penalty: 3348.998291
	Iteration 3Q: 3 clusters Score -3087094 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3087758.750000 Penalty: 3348.998291
	Iteration 4Q: 3 clusters Score -3087759 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3088577.500000 Penalty: 3348.998291
	Iteration 5F: 3 clusters Score -3088578 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3089545.750000 Penalty: 3348.998291
	Iteration 6F: 3 clusters Score -3089546 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3090620.750000 Penalty: 3348.998291
	Iteration 7F: 3 clusters Score -3090621 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3091733.750000 Penalty: 3348.998291
	Iteration 8F: 3 clusters Score -3091734 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3092715.750000 Penalty: 3348.998291
	Iteration 9F: 3 clusters Score -3092716 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3093523.250000 Penalty: 3348.998291
	Iteration 10Q: 3 clusters Score -3093523 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3094255.500000 Penalty: 3348.998291
	Iteration 11Q: 3 clusters Score -3094256 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3094865.750000 Penalty: 3348.998291
	Iteration 12Q: 3 clusters Score -3094866 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3095471.250000 Penalty: 3348.998291
	Iteration 13Q: 3 clusters Score -3095471 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3095961.500000 Penalty: 3348.998291
	Iteration 14Q: 3 clusters Score -3095962 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3096339.750000 Penalty: 3348.998291
	Iteration 15Q: 3 clusters Score -3096340 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3096622.250000 Penalty: 3348.998291
	Iteration 16Q: 3 clusters Score -3096622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3096792.500000 Penalty: 3348.998291
	Iteration 17Q: 3 clusters Score -3096792 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3096946.750000 Penalty: 3348.998291
	Iteration 18Q: 3 clusters Score -3096947 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3097068.500000 Penalty: 3348.998291
	Iteration 19Q: 3 clusters Score -3097068 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3097181.500000 Penalty: 3348.998291
	Iteration 20F: 3 clusters Score -3097182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3097246.000000 Penalty: 3348.998291
	Iteration 21Q: 3 clusters Score -3097246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3097305.000000 Penalty: 3348.998291
	Iteration 22Q: 3 clusters Score -3097305 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3097366.000000 Penalty: 3348.998291
	Iteration 23Q: 3 clusters Score -3097366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3097399.750000 Penalty: 3348.998291
	Iteration 24Q: 3 clusters Score -3097400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3097435.500000 Penalty: 3348.998291
	Iteration 25Q: 3 clusters Score -3097436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3097445.500000 Penalty: 3348.998291
	Iteration 26Q: 3 clusters Score -3097446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3097474.500000 Penalty: 3348.998291
	Iteration 27Q: 3 clusters Score -3097474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3097497.500000 Penalty: 3348.998291
	Iteration 28Q: 3 clusters Score -3097498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3097515.750000 Penalty: 3348.998291
	Iteration 29Q: 3 clusters Score -3097516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3097518.250000 Penalty: 3348.998291
	Iteration 30Q: 3 clusters Score -3097518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3097519.250000 Penalty: 3348.998291
	Iteration 31Q: 3 clusters Score -3097519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3097520.500000 Penalty: 3348.998291
	Iteration 32Q: 3 clusters Score -3097520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3097527.500000 Penalty: 3348.998291
	Iteration 33Q: 3 clusters Score -3097528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3097535.250000 Penalty: 3348.998291
	Iteration 34Q: 3 clusters Score -3097535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3097545.500000 Penalty: 3348.998291
	Iteration 35Q: 3 clusters Score -3097546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3097547.250000 Penalty: 3348.998291
	Iteration 36Q: 3 clusters Score -3097547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3097549.750000 Penalty: 3348.998291
	Iteration 37Q: 3 clusters Score -3097550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3097551.250000 Penalty: 3348.998291
	Iteration 38Q: 3 clusters Score -3097551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3097557.750000 Penalty: 3348.998291
	Iteration 39Q: 3 clusters Score -3097558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3097561.000000 Penalty: 3348.998291
	Iteration 40F: 3 clusters Score -3097561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3097563.250000 Penalty: 3348.998291
	Iteration 41Q: 3 clusters Score -3097563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3097563.000000 Penalty: 3348.998291
	Iteration 42Q: 3 clusters Score -3097563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3097562.000000 Penalty: 3348.998291
	Iteration 43Q: 3 clusters Score -3097562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3097559.250000 Penalty: 3348.998291
	Iteration 44Q: 3 clusters Score -3097559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3097562.000000 Penalty: 3348.998291
	Iteration 45Q: 3 clusters Score -3097562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3097557.500000 Penalty: 3348.998291
	Iteration 46Q: 3 clusters Score -3097558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3097560.750000 Penalty: 3348.998291
	Iteration 47Q: 3 clusters Score -3097561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3097562.250000 Penalty: 3348.998291
	Iteration 48Q: 3 clusters Score -3097562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3097562.250000 Penalty: 3348.998291
	Iteration 49F: 3 clusters Score -3097562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (104143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Entering Unmasked Estep 
Score: -10930722.000000 Penalty: 1877.447021
	Iteration 0F: 2 clusters Score -1.093072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -10860904.000000 Penalty: 3754.894043
	Iteration 0F: 3 clusters Score -1.08609e+07 nChanged 49938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -10889559.000000 Penalty: 3754.894043
	Iteration 1F: 3 clusters Score -1.088956e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -10890201.000000 Penalty: 3754.894043
	Iteration 2Q: 3 clusters Score -1.08902e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -10891000.000000 Penalty: 3754.894043
	Iteration 3Q: 3 clusters Score -1.0891e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -10891981.000000 Penalty: 3754.894043
	Iteration 4Q: 3 clusters Score -1.089198e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -10893356.000000 Penalty: 3754.894043
	Iteration 5Q: 3 clusters Score -1.089336e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -10895385.000000 Penalty: 3754.894043
	Iteration 6Q: 3 clusters Score -1.089538e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -10898532.000000 Penalty: 3754.894043
	Iteration 7Q: 3 clusters Score -1.089853e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -10902821.000000 Penalty: 3754.894043
	Iteration 8F: 3 clusters Score -1.090282e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -10907569.000000 Penalty: 3754.894043
	Iteration 9F: 3 clusters Score -1.090757e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -10911427.000000 Penalty: 3754.894043
	Iteration 10F: 3 clusters Score -1.091143e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -10913895.000000 Penalty: 3754.894043
	Iteration 11Q: 3 clusters Score -1.09139e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -10915334.000000 Penalty: 3754.894043
	Iteration 12Q: 3 clusters Score -1.091533e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -10916468.000000 Penalty: 3754.894043
	Iteration 13Q: 3 clusters Score -1.091647e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -10917405.000000 Penalty: 3754.894043
	Iteration 14Q: 3 clusters Score -1.09174e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -10918428.000000 Penalty: 3754.894043
	Iteration 15Q: 3 clusters Score -1.091843e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -10919476.000000 Penalty: 3754.894043
	Iteration 16Q: 3 clusters Score -1.091948e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -10920693.000000 Penalty: 3754.894043
	Iteration 17Q: 3 clusters Score -1.092069e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -10921872.000000 Penalty: 3754.894043
	Iteration 18Q: 3 clusters Score -1.092187e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -10923286.000000 Penalty: 3754.894043
	Iteration 19Q: 3 clusters Score -1.092329e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -10924497.000000 Penalty: 3754.894043
	Iteration 20F: 3 clusters Score -1.09245e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -10925668.000000 Penalty: 3754.894043
	Iteration 21Q: 3 clusters Score -1.092567e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -10926590.000000 Penalty: 3754.894043
	Iteration 22Q: 3 clusters Score -1.092659e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -10927414.000000 Penalty: 3754.894043
	Iteration 23Q: 3 clusters Score -1.092741e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101535 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10928052.000000 Penalty: 3754.894043
	Iteration 24Q: 3 clusters Score -1.092805e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10928469.000000 Penalty: 3754.894043
	Iteration 25Q: 3 clusters Score -1.092847e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10928729.000000 Penalty: 3754.894043
	Iteration 26Q: 3 clusters Score -1.092873e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10928896.000000 Penalty: 3754.894043
	Iteration 27Q: 3 clusters Score -1.09289e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102895 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10929021.000000 Penalty: 3754.894043
	Iteration 28Q: 3 clusters Score -1.092902e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10929110.000000 Penalty: 3754.894043
	Iteration 29Q: 3 clusters Score -1.092911e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103074 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10929173.000000 Penalty: 3754.894043
	Iteration 30Q: 3 clusters Score -1.092917e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10929213.000000 Penalty: 3754.894043
	Iteration 31Q: 3 clusters Score -1.092921e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10929287.000000 Penalty: 3754.894043
	Iteration 32Q: 3 clusters Score -1.092929e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10929342.000000 Penalty: 3754.894043
	Iteration 33Q: 3 clusters Score -1.092934e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10929384.000000 Penalty: 3754.894043
	Iteration 34Q: 3 clusters Score -1.092938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10929406.000000 Penalty: 3754.894043
	Iteration 35Q: 3 clusters Score -1.092941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10929421.000000 Penalty: 3754.894043
	Iteration 36Q: 3 clusters Score -1.092942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10929436.000000 Penalty: 3754.894043
	Iteration 37Q: 3 clusters Score -1.092944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10929457.000000 Penalty: 3754.894043
	Iteration 38Q: 3 clusters Score -1.092946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10929472.000000 Penalty: 3754.894043
	Iteration 39Q: 3 clusters Score -1.092947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10929493.000000 Penalty: 3754.894043
	Iteration 40F: 3 clusters Score -1.092949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10929501.000000 Penalty: 3754.894043
	Iteration 41Q: 3 clusters Score -1.09295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10929496.000000 Penalty: 3754.894043
	Iteration 42Q: 3 clusters Score -1.09295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10929505.000000 Penalty: 3754.894043
	Iteration 43Q: 3 clusters Score -1.09295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10929515.000000 Penalty: 3754.894043
	Iteration 44Q: 3 clusters Score -1.092952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103331 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10929516.000000 Penalty: 3754.894043
	Iteration 45Q: 3 clusters Score -1.092952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10929522.000000 Penalty: 3754.894043
	Iteration 46Q: 3 clusters Score -1.092952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10929525.000000 Penalty: 3754.894043
	Iteration 47Q: 3 clusters Score -1.092952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10929525.000000 Penalty: 3754.894043
	Iteration 48Q: 3 clusters Score -1.092952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10929536.000000 Penalty: 3754.894043
	Iteration 49Q: 3 clusters Score -1.092954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10929531.000000 Penalty: 3754.894043
	Iteration 50Q: 3 clusters Score -1.092953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10929531.000000 Penalty: 3754.894043
	Iteration 51F: 3 clusters Score -1.092953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Entering Unmasked Estep 
Score: -2856470.250000 Penalty: 1674.874023
	Iteration 0F: 2 clusters Score -2856470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2836203.250000 Penalty: 3349.748047
	Iteration 0F: 3 clusters Score -2836203 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2844757.500000 Penalty: 3349.748047
	Iteration 1F: 3 clusters Score -2844758 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2845693.750000 Penalty: 3349.748047
	Iteration 2F: 3 clusters Score -2845694 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2846704.250000 Penalty: 3349.748047
	Iteration 3F: 3 clusters Score -2846704 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2847667.750000 Penalty: 3349.748047
	Iteration 4F: 3 clusters Score -2847668 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2848627.750000 Penalty: 3349.748047
	Iteration 5F: 3 clusters Score -2848628 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2849527.250000 Penalty: 3349.748047
	Iteration 6F: 3 clusters Score -2849527 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2850469.250000 Penalty: 3349.748047
	Iteration 7F: 3 clusters Score -2850469 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2851338.500000 Penalty: 3349.748047
	Iteration 8Q: 3 clusters Score -2851338 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2852090.500000 Penalty: 3349.748047
	Iteration 9Q: 3 clusters Score -2852090 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2852812.500000 Penalty: 3349.748047
	Iteration 10Q: 3 clusters Score -2852812 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2853372.750000 Penalty: 3349.748047
	Iteration 11Q: 3 clusters Score -2853373 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2853768.750000 Penalty: 3349.748047
	Iteration 12Q: 3 clusters Score -2853769 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2854051.250000 Penalty: 3349.748047
	Iteration 13Q: 3 clusters Score -2854051 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2854266.750000 Penalty: 3349.748047
	Iteration 14Q: 3 clusters Score -2854267 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2854456.750000 Penalty: 3349.748047
	Iteration 15Q: 3 clusters Score -2854457 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2854633.500000 Penalty: 3349.748047
	Iteration 16Q: 3 clusters Score -2854634 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2854782.000000 Penalty: 3349.748047
	Iteration 17Q: 3 clusters Score -2854782 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2854916.000000 Penalty: 3349.748047
	Iteration 18Q: 3 clusters Score -2854916 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2855040.000000 Penalty: 3349.748047
	Iteration 19Q: 3 clusters Score -2855040 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2855153.500000 Penalty: 3349.748047
	Iteration 20F: 3 clusters Score -2855154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2855230.250000 Penalty: 3349.748047
	Iteration 21Q: 3 clusters Score -2855230 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2855310.500000 Penalty: 3349.748047
	Iteration 22Q: 3 clusters Score -2855310 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2855395.000000 Penalty: 3349.748047
	Iteration 23Q: 3 clusters Score -2855395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2855454.000000 Penalty: 3349.748047
	Iteration 24Q: 3 clusters Score -2855454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2855475.500000 Penalty: 3349.748047
	Iteration 25Q: 3 clusters Score -2855476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2855494.500000 Penalty: 3349.748047
	Iteration 26Q: 3 clusters Score -2855494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2855512.250000 Penalty: 3349.748047
	Iteration 27Q: 3 clusters Score -2855512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2855532.250000 Penalty: 3349.748047
	Iteration 28Q: 3 clusters Score -2855532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2855563.750000 Penalty: 3349.748047
	Iteration 29Q: 3 clusters Score -2855564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2855591.750000 Penalty: 3349.748047
	Iteration 30Q: 3 clusters Score -2855592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2855609.000000 Penalty: 3349.748047
	Iteration 31Q: 3 clusters Score -2855609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2855631.750000 Penalty: 3349.748047
	Iteration 32Q: 3 clusters Score -2855632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2855654.000000 Penalty: 3349.748047
	Iteration 33Q: 3 clusters Score -2855654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2855662.500000 Penalty: 3349.748047
	Iteration 34Q: 3 clusters Score -2855662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2855682.500000 Penalty: 3349.748047
	Iteration 35Q: 3 clusters Score -2855682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2855691.000000 Penalty: 3349.748047
	Iteration 36Q: 3 clusters Score -2855691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2855712.250000 Penalty: 3349.748047
	Iteration 37Q: 3 clusters Score -2855712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2855723.750000 Penalty: 3349.748047
	Iteration 38Q: 3 clusters Score -2855724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2855749.750000 Penalty: 3349.748047
	Iteration 39Q: 3 clusters Score -2855750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2855771.500000 Penalty: 3349.748047
	Iteration 40F: 3 clusters Score -2855772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2855782.750000 Penalty: 3349.748047
	Iteration 41Q: 3 clusters Score -2855783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2855802.750000 Penalty: 3349.748047
	Iteration 42Q: 3 clusters Score -2855803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2855817.500000 Penalty: 3349.748047
	Iteration 43Q: 3 clusters Score -2855818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2855828.000000 Penalty: 3349.748047
	Iteration 44Q: 3 clusters Score -2855828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2855839.250000 Penalty: 3349.748047
	Iteration 45Q: 3 clusters Score -2855839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2855844.250000 Penalty: 3349.748047
	Iteration 46Q: 3 clusters Score -2855844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2855858.750000 Penalty: 3349.748047
	Iteration 47Q: 3 clusters Score -2855859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2855860.500000 Penalty: 3349.748047
	Iteration 48Q: 3 clusters Score -2855860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2855866.250000 Penalty: 3349.748047
	Iteration 49Q: 3 clusters Score -2855866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2855869.500000 Penalty: 3349.748047
	Iteration 50Q: 3 clusters Score -2855870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2855871.250000 Penalty: 3349.748047
	Iteration 51Q: 3 clusters Score -2855871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2855869.250000 Penalty: 3349.748047
	Iteration 52Q: 3 clusters Score -2855869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2855871.000000 Penalty: 3349.748047
	Iteration 53Q: 3 clusters Score -2855871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2855879.000000 Penalty: 3349.748047
	Iteration 54Q: 3 clusters Score -2855879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2855884.750000 Penalty: 3349.748047
	Iteration 55Q: 3 clusters Score -2855885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2855886.000000 Penalty: 3349.748047
	Iteration 56Q: 3 clusters Score -2855886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2855890.500000 Penalty: 3349.748047
	Iteration 57Q: 3 clusters Score -2855890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2855888.500000 Penalty: 3349.748047
	Iteration 58Q: 3 clusters Score -2855888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2855886.500000 Penalty: 3349.748047
	Iteration 59Q: 3 clusters Score -2855886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2855886.500000 Penalty: 3349.748047
	Iteration 60F: 3 clusters Score -2855886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -875328.812500 Penalty: 1482.316284
	Iteration 0F: 2 clusters Score -875328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -868767.750000 Penalty: 2964.632568
	Iteration 0F: 3 clusters Score -868767.8 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -871443.625000 Penalty: 2964.632568
	Iteration 1F: 3 clusters Score -871443.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -872210.750000 Penalty: 2964.632568
	Iteration 2F: 3 clusters Score -872210.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -872883.937500 Penalty: 2964.632568
	Iteration 3F: 3 clusters Score -872883.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -873389.250000 Penalty: 2964.632568
	Iteration 4F: 3 clusters Score -873389.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -873695.187500 Penalty: 2964.632568
	Iteration 5F: 3 clusters Score -873695.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -873912.187500 Penalty: 2964.632568
	Iteration 6Q: 3 clusters Score -873912.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -874095.125000 Penalty: 2964.632568
	Iteration 7Q: 3 clusters Score -874095.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -874227.375000 Penalty: 2964.632568
	Iteration 8Q: 3 clusters Score -874227.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -874326.562500 Penalty: 2964.632568
	Iteration 9Q: 3 clusters Score -874326.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -874405.062500 Penalty: 2964.632568
	Iteration 10Q: 3 clusters Score -874405.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -874469.125000 Penalty: 2964.632568
	Iteration 11Q: 3 clusters Score -874469.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -874521.875000 Penalty: 2964.632568
	Iteration 12Q: 3 clusters Score -874521.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -874550.562500 Penalty: 2964.632568
	Iteration 13Q: 3 clusters Score -874550.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -874580.437500 Penalty: 2964.632568
	Iteration 14Q: 3 clusters Score -874580.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -874606.500000 Penalty: 2964.632568
	Iteration 15Q: 3 clusters Score -874606.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -874633.625000 Penalty: 2964.632568
	Iteration 16Q: 3 clusters Score -874633.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -874663.250000 Penalty: 2964.632568
	Iteration 17Q: 3 clusters Score -874663.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -874690.312500 Penalty: 2964.632568
	Iteration 18Q: 3 clusters Score -874690.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -874716.062500 Penalty: 2964.632568
	Iteration 19Q: 3 clusters Score -874716.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -874749.937500 Penalty: 2964.632568
	Iteration 20F: 3 clusters Score -874749.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -874776.562500 Penalty: 2964.632568
	Iteration 21Q: 3 clusters Score -874776.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -874793.250000 Penalty: 2964.632568
	Iteration 22Q: 3 clusters Score -874793.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -874813.000000 Penalty: 2964.632568
	Iteration 23Q: 3 clusters Score -874813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -874844.937500 Penalty: 2964.632568
	Iteration 24Q: 3 clusters Score -874844.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -874877.375000 Penalty: 2964.632568
	Iteration 25Q: 3 clusters Score -874877.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -874908.687500 Penalty: 2964.632568
	Iteration 26Q: 3 clusters Score -874908.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -874942.437500 Penalty: 2964.632568
	Iteration 27Q: 3 clusters Score -874942.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -874980.125000 Penalty: 2964.632568
	Iteration 28Q: 3 clusters Score -874980.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -875019.125000 Penalty: 2964.632568
	Iteration 29Q: 3 clusters Score -875019.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -875055.000000 Penalty: 2964.632568
	Iteration 30Q: 3 clusters Score -875055 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -875093.312500 Penalty: 2964.632568
	Iteration 31Q: 3 clusters Score -875093.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -875119.000000 Penalty: 2964.632568
	Iteration 32Q: 3 clusters Score -875119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -875142.875000 Penalty: 2964.632568
	Iteration 33Q: 3 clusters Score -875142.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -875163.375000 Penalty: 2964.632568
	Iteration 34Q: 3 clusters Score -875163.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -875181.625000 Penalty: 2964.632568
	Iteration 35Q: 3 clusters Score -875181.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -875195.937500 Penalty: 2964.632568
	Iteration 36Q: 3 clusters Score -875195.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -875209.625000 Penalty: 2964.632568
	Iteration 37Q: 3 clusters Score -875209.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -875222.562500 Penalty: 2964.632568
	Iteration 38Q: 3 clusters Score -875222.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -875235.375000 Penalty: 2964.632568
	Iteration 39Q: 3 clusters Score -875235.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -875254.687500 Penalty: 2964.632568
	Iteration 40F: 3 clusters Score -875254.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -875278.687500 Penalty: 2964.632568
	Iteration 41Q: 3 clusters Score -875278.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -875303.750000 Penalty: 2964.632568
	Iteration 42Q: 3 clusters Score -875303.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -875321.125000 Penalty: 2964.632568
	Iteration 43Q: 3 clusters Score -875321.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -875337.375000 Penalty: 2964.632568
	Iteration 44Q: 3 clusters Score -875337.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -875350.375000 Penalty: 2964.632568
	Iteration 45Q: 3 clusters Score -875350.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -875359.437500 Penalty: 2964.632568
	Iteration 46Q: 3 clusters Score -875359.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -875369.312500 Penalty: 2964.632568
	Iteration 47Q: 3 clusters Score -875369.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -875376.875000 Penalty: 2964.632568
	Iteration 48Q: 3 clusters Score -875376.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -875378.625000 Penalty: 2964.632568
	Iteration 49Q: 3 clusters Score -875378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -875382.812500 Penalty: 2964.632568
	Iteration 50Q: 3 clusters Score -875382.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -875387.875000 Penalty: 2964.632568
	Iteration 51Q: 3 clusters Score -875387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -875392.562500 Penalty: 2964.632568
	Iteration 52Q: 3 clusters Score -875392.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -875394.000000 Penalty: 2964.632568
	Iteration 53Q: 3 clusters Score -875394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -875398.062500 Penalty: 2964.632568
	Iteration 54Q: 3 clusters Score -875398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -875403.000000 Penalty: 2964.632568
	Iteration 55Q: 3 clusters Score -875403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -875404.000000 Penalty: 2964.632568
	Iteration 56Q: 3 clusters Score -875404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -875406.125000 Penalty: 2964.632568
	Iteration 57Q: 3 clusters Score -875406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -875408.062500 Penalty: 2964.632568
	Iteration 58Q: 3 clusters Score -875408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -875410.375000 Penalty: 2964.632568
	Iteration 59Q: 3 clusters Score -875410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -875412.062500 Penalty: 2964.632568
	Iteration 60F: 3 clusters Score -875412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -875413.000000 Penalty: 2964.632568
	Iteration 61Q: 3 clusters Score -875413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -875416.750000 Penalty: 2964.632568
	Iteration 62Q: 3 clusters Score -875416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -875416.187500 Penalty: 2964.632568
	Iteration 63Q: 3 clusters Score -875416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -875417.937500 Penalty: 2964.632568
	Iteration 64Q: 3 clusters Score -875417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -875419.812500 Penalty: 2964.632568
	Iteration 65Q: 3 clusters Score -875419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -875420.625000 Penalty: 2964.632568
	Iteration 66Q: 3 clusters Score -875420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -875421.062500 Penalty: 2964.632568
	Iteration 67Q: 3 clusters Score -875421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -875419.875000 Penalty: 2964.632568
	Iteration 68Q: 3 clusters Score -875419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -875421.000000 Penalty: 2964.632568
	Iteration 69Q: 3 clusters Score -875421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -875421.375000 Penalty: 2964.632568
	Iteration 70Q: 3 clusters Score -875421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -875422.500000 Penalty: 2964.632568
	Iteration 71Q: 3 clusters Score -875422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -875422.875000 Penalty: 2964.632568
	Iteration 72Q: 3 clusters Score -875422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -875424.812500 Penalty: 2964.632568
	Iteration 73Q: 3 clusters Score -875424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -875428.812500 Penalty: 2964.632568
	Iteration 74Q: 3 clusters Score -875428.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -875433.000000 Penalty: 2964.632568
	Iteration 75Q: 3 clusters Score -875433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -875432.875000 Penalty: 2964.632568
	Iteration 76Q: 3 clusters Score -875432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -875432.187500 Penalty: 2964.632568
	Iteration 77Q: 3 clusters Score -875432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -875433.437500 Penalty: 2964.632568
	Iteration 78Q: 3 clusters Score -875433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -875432.062500 Penalty: 2964.632568
	Iteration 79Q: 3 clusters Score -875432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -875432.062500 Penalty: 2964.632568
	Iteration 80F: 3 clusters Score -875432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 944 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 8210 members 
Entering Unmasked Estep 
Score: -154067536.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154068432.000000 to -154067536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -273799.031250 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -273799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -271250.562500 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -271250.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -271806.031250 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -271806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -271917.125000 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -271917.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -272011.531250 Penalty: 2572.013184
	Iteration 3F: 3 clusters Score -272011.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -272082.000000 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -272082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -272137.812500 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -272137.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -272179.500000 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -272179.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272210.312500 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -272210.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -272248.343750 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -272248.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -272286.031250 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -272286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -272326.218750 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -272326.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272360.125000 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -272360.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -272392.562500 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -272392.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -272434.625000 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -272434.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -272480.187500 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -272480.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -272523.687500 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -272523.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -272558.093750 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -272558.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -272592.687500 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -272592.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -272624.968750 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -272625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -272647.343750 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -272647.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -272664.250000 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -272664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -272676.062500 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -272676.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -272690.281250 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -272690.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -272701.468750 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -272701.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -272712.875000 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -272712.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -272729.500000 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -272729.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -272746.843750 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -272746.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -272765.000000 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -272765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -272776.062500 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -272776.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -272786.843750 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -272786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -272793.531250 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -272793.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -272799.937500 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -272799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -272801.500000 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -272801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -272803.656250 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -272803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -272806.875000 Penalty: 2572.013184
	Iteration 34Q: 3 clusters Score -272806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -272809.375000 Penalty: 2572.013184
	Iteration 35Q: 3 clusters Score -272809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -272810.281250 Penalty: 2572.013184
	Iteration 36Q: 3 clusters Score -272810.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -272810.812500 Penalty: 2572.013184
	Iteration 37Q: 3 clusters Score -272810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -272810.812500 Penalty: 2572.013184
	Iteration 38F: 3 clusters Score -272810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -483261.312500 Penalty: 1378.758789
	Iteration 0F: 2 clusters Score -483261.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -479353.312500 Penalty: 2757.517578
	Iteration 0F: 3 clusters Score -479353.3 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -480510.343750 Penalty: 2757.517578
	Iteration 1F: 3 clusters Score -480510.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -480727.093750 Penalty: 2757.517578
	Iteration 2F: 3 clusters Score -480727.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -480935.031250 Penalty: 2757.517578
	Iteration 3F: 3 clusters Score -480935 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -481149.468750 Penalty: 2757.517578
	Iteration 4F: 3 clusters Score -481149.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -481417.031250 Penalty: 2757.517578
	Iteration 5F: 3 clusters Score -481417 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -481717.281250 Penalty: 2757.517578
	Iteration 6F: 3 clusters Score -481717.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -482026.531250 Penalty: 2757.517578
	Iteration 7F: 3 clusters Score -482026.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -482250.062500 Penalty: 2757.517578
	Iteration 8Q: 3 clusters Score -482250.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -482426.312500 Penalty: 2757.517578
	Iteration 9Q: 3 clusters Score -482426.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -482567.000000 Penalty: 2757.517578
	Iteration 10Q: 3 clusters Score -482567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -482641.406250 Penalty: 2757.517578
	Iteration 11Q: 3 clusters Score -482641.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -482686.937500 Penalty: 2757.517578
	Iteration 12Q: 3 clusters Score -482686.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -482731.000000 Penalty: 2757.517578
	Iteration 13Q: 3 clusters Score -482731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -482769.218750 Penalty: 2757.517578
	Iteration 14Q: 3 clusters Score -482769.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -482810.343750 Penalty: 2757.517578
	Iteration 15Q: 3 clusters Score -482810.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -482857.750000 Penalty: 2757.517578
	Iteration 16Q: 3 clusters Score -482857.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -482887.468750 Penalty: 2757.517578
	Iteration 17Q: 3 clusters Score -482887.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -482910.781250 Penalty: 2757.517578
	Iteration 18Q: 3 clusters Score -482910.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -482929.312500 Penalty: 2757.517578
	Iteration 19Q: 3 clusters Score -482929.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -482945.281250 Penalty: 2757.517578
	Iteration 20F: 3 clusters Score -482945.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -482965.968750 Penalty: 2757.517578
	Iteration 21Q: 3 clusters Score -482966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -482983.531250 Penalty: 2757.517578
	Iteration 22Q: 3 clusters Score -482983.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -483000.687500 Penalty: 2757.517578
	Iteration 23Q: 3 clusters Score -483000.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -483014.937500 Penalty: 2757.517578
	Iteration 24Q: 3 clusters Score -483014.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -483025.093750 Penalty: 2757.517578
	Iteration 25Q: 3 clusters Score -483025.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -483030.125000 Penalty: 2757.517578
	Iteration 26Q: 3 clusters Score -483030.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -483037.593750 Penalty: 2757.517578
	Iteration 27Q: 3 clusters Score -483037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -483044.687500 Penalty: 2757.517578
	Iteration 28Q: 3 clusters Score -483044.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -483055.968750 Penalty: 2757.517578
	Iteration 29Q: 3 clusters Score -483056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -483063.406250 Penalty: 2757.517578
	Iteration 30Q: 3 clusters Score -483063.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -483072.250000 Penalty: 2757.517578
	Iteration 31Q: 3 clusters Score -483072.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -483084.000000 Penalty: 2757.517578
	Iteration 32Q: 3 clusters Score -483084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -483098.500000 Penalty: 2757.517578
	Iteration 33Q: 3 clusters Score -483098.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -483118.968750 Penalty: 2757.517578
	Iteration 34Q: 3 clusters Score -483119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -483136.312500 Penalty: 2757.517578
	Iteration 35Q: 3 clusters Score -483136.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -483153.187500 Penalty: 2757.517578
	Iteration 36Q: 3 clusters Score -483153.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -483166.000000 Penalty: 2757.517578
	Iteration 37Q: 3 clusters Score -483166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -483180.562500 Penalty: 2757.517578
	Iteration 38Q: 3 clusters Score -483180.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -483192.437500 Penalty: 2757.517578
	Iteration 39Q: 3 clusters Score -483192.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -483205.531250 Penalty: 2757.517578
	Iteration 40F: 3 clusters Score -483205.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -483217.968750 Penalty: 2757.517578
	Iteration 41Q: 3 clusters Score -483218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -483227.968750 Penalty: 2757.517578
	Iteration 42Q: 3 clusters Score -483228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -483233.406250 Penalty: 2757.517578
	Iteration 43Q: 3 clusters Score -483233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -483236.125000 Penalty: 2757.517578
	Iteration 44Q: 3 clusters Score -483236.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -483241.343750 Penalty: 2757.517578
	Iteration 45Q: 3 clusters Score -483241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -483242.593750 Penalty: 2757.517578
	Iteration 46Q: 3 clusters Score -483242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -483243.406250 Penalty: 2757.517578
	Iteration 47Q: 3 clusters Score -483243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -483245.312500 Penalty: 2757.517578
	Iteration 48Q: 3 clusters Score -483245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -483246.718750 Penalty: 2757.517578
	Iteration 49Q: 3 clusters Score -483246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -483248.437500 Penalty: 2757.517578
	Iteration 50Q: 3 clusters Score -483248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -483248.187500 Penalty: 2757.517578
	Iteration 51Q: 3 clusters Score -483248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -483248.468750 Penalty: 2757.517578
	Iteration 52Q: 3 clusters Score -483248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -483248.437500 Penalty: 2757.517578
	Iteration 53Q: 3 clusters Score -483248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -483249.656250 Penalty: 2757.517578
	Iteration 54Q: 3 clusters Score -483249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -483250.781250 Penalty: 2757.517578
	Iteration 55Q: 3 clusters Score -483250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -483250.687500 Penalty: 2757.517578
	Iteration 56Q: 3 clusters Score -483250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -483250.906250 Penalty: 2757.517578
	Iteration 57Q: 3 clusters Score -483250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -483250.625000 Penalty: 2757.517578
	Iteration 58Q: 3 clusters Score -483250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -483250.625000 Penalty: 2757.517578
	Iteration 59F: 3 clusters Score -483250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (40922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Entering Unmasked Estep 
Score: -4256056.500000 Penalty: 1725.656250
	Iteration 0F: 2 clusters Score -4256056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4228691.000000 Penalty: 3451.312500
	Iteration 0F: 3 clusters Score -4228691 nChanged 19037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4239842.000000 Penalty: 3451.312500
	Iteration 1F: 3 clusters Score -4239842 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4241082.500000 Penalty: 3451.312500
	Iteration 2F: 3 clusters Score -4241082 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -4242846.500000 Penalty: 3451.312500
	Iteration 3F: 3 clusters Score -4242846 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4244998.500000 Penalty: 3451.312500
	Iteration 4F: 3 clusters Score -4244998 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4247084.500000 Penalty: 3451.312500
	Iteration 5F: 3 clusters Score -4247084 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -4248901.500000 Penalty: 3451.312500
	Iteration 6F: 3 clusters Score -4248902 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4250357.500000 Penalty: 3451.312500
	Iteration 7F: 3 clusters Score -4250358 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4251483.000000 Penalty: 3451.312500
	Iteration 8Q: 3 clusters Score -4251483 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4252398.000000 Penalty: 3451.312500
	Iteration 9Q: 3 clusters Score -4252398 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -4253058.500000 Penalty: 3451.312500
	Iteration 10Q: 3 clusters Score -4253058 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4253581.000000 Penalty: 3451.312500
	Iteration 11Q: 3 clusters Score -4253581 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -4253936.000000 Penalty: 3451.312500
	Iteration 12Q: 3 clusters Score -4253936 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4254145.000000 Penalty: 3451.312500
	Iteration 13Q: 3 clusters Score -4254145 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -4254281.500000 Penalty: 3451.312500
	Iteration 14Q: 3 clusters Score -4254282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4254388.000000 Penalty: 3451.312500
	Iteration 15Q: 3 clusters Score -4254388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -4254454.500000 Penalty: 3451.312500
	Iteration 16Q: 3 clusters Score -4254454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -4254498.500000 Penalty: 3451.312500
	Iteration 17Q: 3 clusters Score -4254498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -4254514.500000 Penalty: 3451.312500
	Iteration 18Q: 3 clusters Score -4254514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4254534.500000 Penalty: 3451.312500
	Iteration 19Q: 3 clusters Score -4254534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -4254555.500000 Penalty: 3451.312500
	Iteration 20F: 3 clusters Score -4254556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4254567.500000 Penalty: 3451.312500
	Iteration 21Q: 3 clusters Score -4254568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4254572.500000 Penalty: 3451.312500
	Iteration 22Q: 3 clusters Score -4254572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4254577.500000 Penalty: 3451.312500
	Iteration 23Q: 3 clusters Score -4254578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4254581.000000 Penalty: 3451.312500
	Iteration 24Q: 3 clusters Score -4254581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -4254584.000000 Penalty: 3451.312500
	Iteration 25Q: 3 clusters Score -4254584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4254586.500000 Penalty: 3451.312500
	Iteration 26Q: 3 clusters Score -4254586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4254590.500000 Penalty: 3451.312500
	Iteration 27Q: 3 clusters Score -4254590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -4254601.500000 Penalty: 3451.312500
	Iteration 28Q: 3 clusters Score -4254602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -4254608.500000 Penalty: 3451.312500
	Iteration 29Q: 3 clusters Score -4254608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4254608.500000 Penalty: 3451.312500
	Iteration 30Q: 3 clusters Score -4254608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4254616.000000 Penalty: 3451.312500
	Iteration 31Q: 3 clusters Score -4254616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -4254619.000000 Penalty: 3451.312500
	Iteration 32Q: 3 clusters Score -4254619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4254621.500000 Penalty: 3451.312500
	Iteration 33Q: 3 clusters Score -4254622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4254623.000000 Penalty: 3451.312500
	Iteration 34Q: 3 clusters Score -4254623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4254624.000000 Penalty: 3451.312500
	Iteration 35Q: 3 clusters Score -4254624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4254620.000000 Penalty: 3451.312500
	Iteration 36Q: 3 clusters Score -4254620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4254625.500000 Penalty: 3451.312500
	Iteration 37Q: 3 clusters Score -4254626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4254631.500000 Penalty: 3451.312500
	Iteration 38Q: 3 clusters Score -4254632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4254627.500000 Penalty: 3451.312500
	Iteration 39Q: 3 clusters Score -4254628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -4254627.000000 Penalty: 3451.312500
	Iteration 40F: 3 clusters Score -4254627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4254632.500000 Penalty: 3451.312500
	Iteration 41Q: 3 clusters Score -4254632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -4254635.500000 Penalty: 3451.312500
	Iteration 42Q: 3 clusters Score -4254636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -4254634.000000 Penalty: 3451.312500
	Iteration 43Q: 3 clusters Score -4254634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -4254634.000000 Penalty: 3451.312500
	Iteration 44F: 3 clusters Score -4254634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -555275.937500 Penalty: 1404.822021
	Iteration 0F: 2 clusters Score -555275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -550850.937500 Penalty: 2809.644043
	Iteration 0F: 3 clusters Score -550850.9 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -552235.062500 Penalty: 2809.644043
	Iteration 1F: 3 clusters Score -552235.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -552633.625000 Penalty: 2809.644043
	Iteration 2F: 3 clusters Score -552633.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -553077.000000 Penalty: 2809.644043
	Iteration 3F: 3 clusters Score -553077 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -553511.562500 Penalty: 2809.644043
	Iteration 4F: 3 clusters Score -553511.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -553828.375000 Penalty: 2809.644043
	Iteration 5F: 3 clusters Score -553828.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -554067.375000 Penalty: 2809.644043
	Iteration 6F: 3 clusters Score -554067.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -554243.437500 Penalty: 2809.644043
	Iteration 7Q: 3 clusters Score -554243.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -554369.125000 Penalty: 2809.644043
	Iteration 8Q: 3 clusters Score -554369.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -554485.250000 Penalty: 2809.644043
	Iteration 9Q: 3 clusters Score -554485.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -554594.687500 Penalty: 2809.644043
	Iteration 10Q: 3 clusters Score -554594.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -554673.062500 Penalty: 2809.644043
	Iteration 11Q: 3 clusters Score -554673.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -554716.437500 Penalty: 2809.644043
	Iteration 12Q: 3 clusters Score -554716.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -554749.187500 Penalty: 2809.644043
	Iteration 13Q: 3 clusters Score -554749.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -554776.000000 Penalty: 2809.644043
	Iteration 14Q: 3 clusters Score -554776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -554819.125000 Penalty: 2809.644043
	Iteration 15Q: 3 clusters Score -554819.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -554867.562500 Penalty: 2809.644043
	Iteration 16Q: 3 clusters Score -554867.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -554913.750000 Penalty: 2809.644043
	Iteration 17Q: 3 clusters Score -554913.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -554951.500000 Penalty: 2809.644043
	Iteration 18Q: 3 clusters Score -554951.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -554985.312500 Penalty: 2809.644043
	Iteration 19Q: 3 clusters Score -554985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -555007.250000 Penalty: 2809.644043
	Iteration 20F: 3 clusters Score -555007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -555016.312500 Penalty: 2809.644043
	Iteration 21Q: 3 clusters Score -555016.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -555024.062500 Penalty: 2809.644043
	Iteration 22Q: 3 clusters Score -555024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -555029.937500 Penalty: 2809.644043
	Iteration 23Q: 3 clusters Score -555029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -555038.937500 Penalty: 2809.644043
	Iteration 24Q: 3 clusters Score -555038.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -555045.000000 Penalty: 2809.644043
	Iteration 25Q: 3 clusters Score -555045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -555049.312500 Penalty: 2809.644043
	Iteration 26Q: 3 clusters Score -555049.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -555057.437500 Penalty: 2809.644043
	Iteration 27Q: 3 clusters Score -555057.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -555062.750000 Penalty: 2809.644043
	Iteration 28Q: 3 clusters Score -555062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -555065.125000 Penalty: 2809.644043
	Iteration 29Q: 3 clusters Score -555065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -555066.750000 Penalty: 2809.644043
	Iteration 30Q: 3 clusters Score -555066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -555069.000000 Penalty: 2809.644043
	Iteration 31Q: 3 clusters Score -555069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -555070.375000 Penalty: 2809.644043
	Iteration 32Q: 3 clusters Score -555070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -555071.250000 Penalty: 2809.644043
	Iteration 33Q: 3 clusters Score -555071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -555072.437500 Penalty: 2809.644043
	Iteration 34Q: 3 clusters Score -555072.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -555075.000000 Penalty: 2809.644043
	Iteration 35Q: 3 clusters Score -555075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -555077.000000 Penalty: 2809.644043
	Iteration 36Q: 3 clusters Score -555077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -555082.500000 Penalty: 2809.644043
	Iteration 37Q: 3 clusters Score -555082.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -555086.125000 Penalty: 2809.644043
	Iteration 38Q: 3 clusters Score -555086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -555087.687500 Penalty: 2809.644043
	Iteration 39Q: 3 clusters Score -555087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -555092.125000 Penalty: 2809.644043
	Iteration 40F: 3 clusters Score -555092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -555092.500000 Penalty: 2809.644043
	Iteration 41Q: 3 clusters Score -555092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -555092.937500 Penalty: 2809.644043
	Iteration 42Q: 3 clusters Score -555092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -555092.937500 Penalty: 2809.644043
	Iteration 43F: 3 clusters Score -555092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Entering Unmasked Estep 
Score: -3054240.500000 Penalty: 1672.236572
	Iteration 0F: 2 clusters Score -3054240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3034406.250000 Penalty: 3344.473145
	Iteration 0F: 3 clusters Score -3034406 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3042130.750000 Penalty: 3344.473145
	Iteration 1F: 3 clusters Score -3042131 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3042551.750000 Penalty: 3344.473145
	Iteration 2Q: 3 clusters Score -3042552 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3043027.750000 Penalty: 3344.473145
	Iteration 3Q: 3 clusters Score -3043028 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3043559.000000 Penalty: 3344.473145
	Iteration 4Q: 3 clusters Score -3043559 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3044238.000000 Penalty: 3344.473145
	Iteration 5Q: 3 clusters Score -3044238 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3045148.250000 Penalty: 3344.473145
	Iteration 6F: 3 clusters Score -3045148 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3046276.000000 Penalty: 3344.473145
	Iteration 7F: 3 clusters Score -3046276 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3047529.000000 Penalty: 3344.473145
	Iteration 8F: 3 clusters Score -3047529 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3048720.250000 Penalty: 3344.473145
	Iteration 9Q: 3 clusters Score -3048720 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3049509.750000 Penalty: 3344.473145
	Iteration 10Q: 3 clusters Score -3049510 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3049962.750000 Penalty: 3344.473145
	Iteration 11Q: 3 clusters Score -3049963 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3050327.250000 Penalty: 3344.473145
	Iteration 12Q: 3 clusters Score -3050327 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3050620.250000 Penalty: 3344.473145
	Iteration 13Q: 3 clusters Score -3050620 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3050913.250000 Penalty: 3344.473145
	Iteration 14Q: 3 clusters Score -3050913 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3051207.000000 Penalty: 3344.473145
	Iteration 15Q: 3 clusters Score -3051207 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3051454.250000 Penalty: 3344.473145
	Iteration 16Q: 3 clusters Score -3051454 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3051648.750000 Penalty: 3344.473145
	Iteration 17Q: 3 clusters Score -3051649 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3051788.500000 Penalty: 3344.473145
	Iteration 18Q: 3 clusters Score -3051788 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3051929.750000 Penalty: 3344.473145
	Iteration 19Q: 3 clusters Score -3051930 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3052041.750000 Penalty: 3344.473145
	Iteration 20F: 3 clusters Score -3052042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3052145.250000 Penalty: 3344.473145
	Iteration 21Q: 3 clusters Score -3052145 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3052254.750000 Penalty: 3344.473145
	Iteration 22Q: 3 clusters Score -3052255 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3052344.750000 Penalty: 3344.473145
	Iteration 23Q: 3 clusters Score -3052345 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3052398.250000 Penalty: 3344.473145
	Iteration 24Q: 3 clusters Score -3052398 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3052449.750000 Penalty: 3344.473145
	Iteration 25Q: 3 clusters Score -3052450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3052504.750000 Penalty: 3344.473145
	Iteration 26Q: 3 clusters Score -3052505 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3052542.750000 Penalty: 3344.473145
	Iteration 27Q: 3 clusters Score -3052543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3052576.250000 Penalty: 3344.473145
	Iteration 28Q: 3 clusters Score -3052576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3052617.000000 Penalty: 3344.473145
	Iteration 29Q: 3 clusters Score -3052617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3052659.000000 Penalty: 3344.473145
	Iteration 30Q: 3 clusters Score -3052659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3052681.250000 Penalty: 3344.473145
	Iteration 31Q: 3 clusters Score -3052681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3052700.750000 Penalty: 3344.473145
	Iteration 32Q: 3 clusters Score -3052701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3052708.500000 Penalty: 3344.473145
	Iteration 33Q: 3 clusters Score -3052708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3052725.250000 Penalty: 3344.473145
	Iteration 34Q: 3 clusters Score -3052725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3052732.000000 Penalty: 3344.473145
	Iteration 35Q: 3 clusters Score -3052732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3052739.750000 Penalty: 3344.473145
	Iteration 36Q: 3 clusters Score -3052740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3052757.500000 Penalty: 3344.473145
	Iteration 37Q: 3 clusters Score -3052758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3052765.250000 Penalty: 3344.473145
	Iteration 38Q: 3 clusters Score -3052765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3052783.750000 Penalty: 3344.473145
	Iteration 39Q: 3 clusters Score -3052784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3052789.500000 Penalty: 3344.473145
	Iteration 40F: 3 clusters Score -3052790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3052790.250000 Penalty: 3344.473145
	Iteration 41Q: 3 clusters Score -3052790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3052806.250000 Penalty: 3344.473145
	Iteration 42Q: 3 clusters Score -3052806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3052823.250000 Penalty: 3344.473145
	Iteration 43Q: 3 clusters Score -3052823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3052834.000000 Penalty: 3344.473145
	Iteration 44Q: 3 clusters Score -3052834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3052837.750000 Penalty: 3344.473145
	Iteration 45Q: 3 clusters Score -3052838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -3052844.500000 Penalty: 3344.473145
	Iteration 46Q: 3 clusters Score -3052844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3052848.250000 Penalty: 3344.473145
	Iteration 47Q: 3 clusters Score -3052848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3052856.250000 Penalty: 3344.473145
	Iteration 48Q: 3 clusters Score -3052856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3052866.750000 Penalty: 3344.473145
	Iteration 49Q: 3 clusters Score -3052867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3052867.750000 Penalty: 3344.473145
	Iteration 50Q: 3 clusters Score -3052868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3052867.500000 Penalty: 3344.473145
	Iteration 51Q: 3 clusters Score -3052868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3052872.000000 Penalty: 3344.473145
	Iteration 52Q: 3 clusters Score -3052872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3052876.500000 Penalty: 3344.473145
	Iteration 53Q: 3 clusters Score -3052876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3052874.250000 Penalty: 3344.473145
	Iteration 54Q: 3 clusters Score -3052874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3052871.000000 Penalty: 3344.473145
	Iteration 55Q: 3 clusters Score -3052871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3052871.000000 Penalty: 3344.473145
	Iteration 56Q: 3 clusters Score -3052871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3052873.250000 Penalty: 3344.473145
	Iteration 57Q: 3 clusters Score -3052873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3052873.250000 Penalty: 3344.473145
	Iteration 58Q: 3 clusters Score -3052873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3052877.000000 Penalty: 3344.473145
	Iteration 59Q: 3 clusters Score -3052877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3052880.500000 Penalty: 3344.473145
	Iteration 60F: 3 clusters Score -3052880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3052884.500000 Penalty: 3344.473145
	Iteration 61Q: 3 clusters Score -3052884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3052885.750000 Penalty: 3344.473145
	Iteration 62Q: 3 clusters Score -3052886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3052884.500000 Penalty: 3344.473145
	Iteration 63Q: 3 clusters Score -3052884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3052888.000000 Penalty: 3344.473145
	Iteration 64Q: 3 clusters Score -3052888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3052886.500000 Penalty: 3344.473145
	Iteration 65Q: 3 clusters Score -3052886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3052888.750000 Penalty: 3344.473145
	Iteration 66Q: 3 clusters Score -3052889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3052890.250000 Penalty: 3344.473145
	Iteration 67Q: 3 clusters Score -3052890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -3052891.500000 Penalty: 3344.473145
	Iteration 68Q: 3 clusters Score -3052892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3052893.750000 Penalty: 3344.473145
	Iteration 69Q: 3 clusters Score -3052894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3052890.250000 Penalty: 3344.473145
	Iteration 70Q: 3 clusters Score -3052890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3052890.250000 Penalty: 3344.473145
	Iteration 71F: 3 clusters Score -3052890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -244115.453125 Penalty: 1290.286987
	Iteration 0F: 2 clusters Score -244115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -241636.203125 Penalty: 2580.573975
	Iteration 0F: 3 clusters Score -241636.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -242684.609375 Penalty: 2580.573975
	Iteration 1F: 3 clusters Score -242684.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -243081.937500 Penalty: 2580.573975
	Iteration 2F: 3 clusters Score -243081.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -243398.218750 Penalty: 2580.573975
	Iteration 3F: 3 clusters Score -243398.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -243689.593750 Penalty: 2580.573975
	Iteration 4F: 3 clusters Score -243689.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -243988.687500 Penalty: 2580.573975
	Iteration 5F: 3 clusters Score -243988.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -244203.859375 Penalty: 2580.573975
	Iteration 6F: 3 clusters Score -244203.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -244395.875000 Penalty: 2580.573975
	Iteration 7Q: 3 clusters Score -244395.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -244555.625000 Penalty: 2580.573975
	Iteration 8Q: 3 clusters Score -244555.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -244652.250000 Penalty: 2580.573975
	Iteration 9Q: 3 clusters Score -244652.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -244679.187500 Penalty: 2580.573975
	Iteration 10Q: 3 clusters Score -244679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -244689.875000 Penalty: 2580.573975
	Iteration 11Q: 3 clusters Score -244689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -244692.718750 Penalty: 2580.573975
	Iteration 12Q: 3 clusters Score -244692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -244693.531250 Penalty: 2580.573975
	Iteration 13Q: 3 clusters Score -244693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -244694.015625 Penalty: 2580.573975
	Iteration 14Q: 3 clusters Score -244694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -244694.015625 Penalty: 2580.573975
	Iteration 15F: 3 clusters Score -244694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 1544 members 
Entering Unmasked Estep 
Score: -154068080.000000 Penalty: 106475.343750
Splitting cluster 37 changes total score from -154068432.000000 to -154068080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Entering Unmasked Estep 
Score: -2170661.750000 Penalty: 1614.851929
	Iteration 0F: 2 clusters Score -2170662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2156570.250000 Penalty: 3229.703857
	Iteration 0F: 3 clusters Score -2156570 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2161640.750000 Penalty: 3229.703857
	Iteration 1F: 3 clusters Score -2161641 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2161916.500000 Penalty: 3229.703857
	Iteration 2Q: 3 clusters Score -2161916 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2162153.750000 Penalty: 3229.703857
	Iteration 3Q: 3 clusters Score -2162154 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2162355.750000 Penalty: 3229.703857
	Iteration 4Q: 3 clusters Score -2162356 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2162559.750000 Penalty: 3229.703857
	Iteration 5Q: 3 clusters Score -2162560 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2162754.000000 Penalty: 3229.703857
	Iteration 6Q: 3 clusters Score -2162754 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2163013.750000 Penalty: 3229.703857
	Iteration 7Q: 3 clusters Score -2163014 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2163326.750000 Penalty: 3229.703857
	Iteration 8Q: 3 clusters Score -2163327 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2163780.750000 Penalty: 3229.703857
	Iteration 9Q: 3 clusters Score -2163781 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2164396.750000 Penalty: 3229.703857
	Iteration 10F: 3 clusters Score -2164397 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2165163.000000 Penalty: 3229.703857
	Iteration 11F: 3 clusters Score -2165163 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2166140.500000 Penalty: 3229.703857
	Iteration 12F: 3 clusters Score -2166140 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2167161.250000 Penalty: 3229.703857
	Iteration 13F: 3 clusters Score -2167161 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2167969.250000 Penalty: 3229.703857
	Iteration 14Q: 3 clusters Score -2167969 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2168483.250000 Penalty: 3229.703857
	Iteration 15Q: 3 clusters Score -2168483 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2168726.250000 Penalty: 3229.703857
	Iteration 16Q: 3 clusters Score -2168726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2168849.250000 Penalty: 3229.703857
	Iteration 17Q: 3 clusters Score -2168849 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2168926.250000 Penalty: 3229.703857
	Iteration 18Q: 3 clusters Score -2168926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2168993.750000 Penalty: 3229.703857
	Iteration 19Q: 3 clusters Score -2168994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2169030.750000 Penalty: 3229.703857
	Iteration 20F: 3 clusters Score -2169031 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2169058.500000 Penalty: 3229.703857
	Iteration 21Q: 3 clusters Score -2169058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2169082.250000 Penalty: 3229.703857
	Iteration 22Q: 3 clusters Score -2169082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2169108.750000 Penalty: 3229.703857
	Iteration 23Q: 3 clusters Score -2169109 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2169137.500000 Penalty: 3229.703857
	Iteration 24Q: 3 clusters Score -2169138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2169149.000000 Penalty: 3229.703857
	Iteration 25Q: 3 clusters Score -2169149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2169151.500000 Penalty: 3229.703857
	Iteration 26Q: 3 clusters Score -2169152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2169161.000000 Penalty: 3229.703857
	Iteration 27Q: 3 clusters Score -2169161 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2169168.250000 Penalty: 3229.703857
	Iteration 28Q: 3 clusters Score -2169168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2169178.750000 Penalty: 3229.703857
	Iteration 29Q: 3 clusters Score -2169179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2169197.250000 Penalty: 3229.703857
	Iteration 30Q: 3 clusters Score -2169197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2169215.750000 Penalty: 3229.703857
	Iteration 31Q: 3 clusters Score -2169216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2169225.250000 Penalty: 3229.703857
	Iteration 32Q: 3 clusters Score -2169225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2169233.000000 Penalty: 3229.703857
	Iteration 33Q: 3 clusters Score -2169233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2169237.500000 Penalty: 3229.703857
	Iteration 34Q: 3 clusters Score -2169238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2169240.250000 Penalty: 3229.703857
	Iteration 35Q: 3 clusters Score -2169240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2169245.750000 Penalty: 3229.703857
	Iteration 36Q: 3 clusters Score -2169246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2169254.250000 Penalty: 3229.703857
	Iteration 37Q: 3 clusters Score -2169254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2169259.750000 Penalty: 3229.703857
	Iteration 38Q: 3 clusters Score -2169260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2169259.500000 Penalty: 3229.703857
	Iteration 39Q: 3 clusters Score -2169260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2169265.500000 Penalty: 3229.703857
	Iteration 40F: 3 clusters Score -2169266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2169265.750000 Penalty: 3229.703857
	Iteration 41Q: 3 clusters Score -2169266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2169271.500000 Penalty: 3229.703857
	Iteration 42Q: 3 clusters Score -2169272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2169274.000000 Penalty: 3229.703857
	Iteration 43Q: 3 clusters Score -2169274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2169276.250000 Penalty: 3229.703857
	Iteration 44Q: 3 clusters Score -2169276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2169280.500000 Penalty: 3229.703857
	Iteration 45Q: 3 clusters Score -2169280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2169282.250000 Penalty: 3229.703857
	Iteration 46Q: 3 clusters Score -2169282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2169284.250000 Penalty: 3229.703857
	Iteration 47Q: 3 clusters Score -2169284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2169284.000000 Penalty: 3229.703857
	Iteration 48Q: 3 clusters Score -2169284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2169290.250000 Penalty: 3229.703857
	Iteration 49Q: 3 clusters Score -2169290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2169298.750000 Penalty: 3229.703857
	Iteration 50Q: 3 clusters Score -2169299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2169304.000000 Penalty: 3229.703857
	Iteration 51Q: 3 clusters Score -2169304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2169308.750000 Penalty: 3229.703857
	Iteration 52Q: 3 clusters Score -2169309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2169310.250000 Penalty: 3229.703857
	Iteration 53Q: 3 clusters Score -2169310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2169309.750000 Penalty: 3229.703857
	Iteration 54Q: 3 clusters Score -2169310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2169308.000000 Penalty: 3229.703857
	Iteration 55Q: 3 clusters Score -2169308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2169311.000000 Penalty: 3229.703857
	Iteration 56Q: 3 clusters Score -2169311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2169314.250000 Penalty: 3229.703857
	Iteration 57Q: 3 clusters Score -2169314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2169311.750000 Penalty: 3229.703857
	Iteration 58Q: 3 clusters Score -2169312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2169309.500000 Penalty: 3229.703857
	Iteration 59Q: 3 clusters Score -2169310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2169314.500000 Penalty: 3229.703857
	Iteration 60F: 3 clusters Score -2169314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2169320.250000 Penalty: 3229.703857
	Iteration 61Q: 3 clusters Score -2169320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2169321.500000 Penalty: 3229.703857
	Iteration 62Q: 3 clusters Score -2169322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2169325.500000 Penalty: 3229.703857
	Iteration 63Q: 3 clusters Score -2169326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2169333.250000 Penalty: 3229.703857
	Iteration 64Q: 3 clusters Score -2169333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2169332.500000 Penalty: 3229.703857
	Iteration 65Q: 3 clusters Score -2169332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2169337.500000 Penalty: 3229.703857
	Iteration 66Q: 3 clusters Score -2169338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2169340.750000 Penalty: 3229.703857
	Iteration 67Q: 3 clusters Score -2169341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2169354.000000 Penalty: 3229.703857
	Iteration 68Q: 3 clusters Score -2169354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2169358.500000 Penalty: 3229.703857
	Iteration 69Q: 3 clusters Score -2169358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2169367.000000 Penalty: 3229.703857
	Iteration 70Q: 3 clusters Score -2169367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2169370.750000 Penalty: 3229.703857
	Iteration 71Q: 3 clusters Score -2169371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2169373.000000 Penalty: 3229.703857
	Iteration 72Q: 3 clusters Score -2169373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2169376.750000 Penalty: 3229.703857
	Iteration 73Q: 3 clusters Score -2169377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2169381.500000 Penalty: 3229.703857
	Iteration 74Q: 3 clusters Score -2169382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2169387.500000 Penalty: 3229.703857
	Iteration 75Q: 3 clusters Score -2169388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2169389.000000 Penalty: 3229.703857
	Iteration 76Q: 3 clusters Score -2169389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2169392.500000 Penalty: 3229.703857
	Iteration 77Q: 3 clusters Score -2169392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2169394.250000 Penalty: 3229.703857
	Iteration 78Q: 3 clusters Score -2169394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2169397.500000 Penalty: 3229.703857
	Iteration 79Q: 3 clusters Score -2169398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2169403.250000 Penalty: 3229.703857
	Iteration 80F: 3 clusters Score -2169403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2169404.000000 Penalty: 3229.703857
	Iteration 81Q: 3 clusters Score -2169404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2169404.250000 Penalty: 3229.703857
	Iteration 82Q: 3 clusters Score -2169404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2169404.250000 Penalty: 3229.703857
	Iteration 83Q: 3 clusters Score -2169404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2169411.000000 Penalty: 3229.703857
	Iteration 84Q: 3 clusters Score -2169411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2169415.250000 Penalty: 3229.703857
	Iteration 85Q: 3 clusters Score -2169415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2169417.750000 Penalty: 3229.703857
	Iteration 86Q: 3 clusters Score -2169418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2169422.250000 Penalty: 3229.703857
	Iteration 87Q: 3 clusters Score -2169422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2169419.750000 Penalty: 3229.703857
	Iteration 88Q: 3 clusters Score -2169420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2169421.750000 Penalty: 3229.703857
	Iteration 89Q: 3 clusters Score -2169422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2169431.000000 Penalty: 3229.703857
	Iteration 90Q: 3 clusters Score -2169431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2169432.500000 Penalty: 3229.703857
	Iteration 91Q: 3 clusters Score -2169432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2169434.750000 Penalty: 3229.703857
	Iteration 92Q: 3 clusters Score -2169435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2169436.250000 Penalty: 3229.703857
	Iteration 93Q: 3 clusters Score -2169436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2169435.750000 Penalty: 3229.703857
	Iteration 94Q: 3 clusters Score -2169436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2169442.000000 Penalty: 3229.703857
	Iteration 95Q: 3 clusters Score -2169442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2169443.250000 Penalty: 3229.703857
	Iteration 96Q: 3 clusters Score -2169443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2169448.750000 Penalty: 3229.703857
	Iteration 97Q: 3 clusters Score -2169449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2169447.500000 Penalty: 3229.703857
	Iteration 98Q: 3 clusters Score -2169448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2169448.750000 Penalty: 3229.703857
	Iteration 99Q: 3 clusters Score -2169449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2169448.000000 Penalty: 3229.703857
	Iteration 100F: 3 clusters Score -2169448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2169453.250000 Penalty: 3229.703857
	Iteration 101Q: 3 clusters Score -2169453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2169456.750000 Penalty: 3229.703857
	Iteration 102Q: 3 clusters Score -2169457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2169458.750000 Penalty: 3229.703857
	Iteration 103Q: 3 clusters Score -2169459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2169459.500000 Penalty: 3229.703857
	Iteration 104Q: 3 clusters Score -2169460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2169459.500000 Penalty: 3229.703857
	Iteration 105Q: 3 clusters Score -2169460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2169463.500000 Penalty: 3229.703857
	Iteration 106Q: 3 clusters Score -2169464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2169458.000000 Penalty: 3229.703857
	Iteration 107Q: 3 clusters Score -2169458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2169464.500000 Penalty: 3229.703857
	Iteration 108Q: 3 clusters Score -2169464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2169473.250000 Penalty: 3229.703857
	Iteration 109Q: 3 clusters Score -2169473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2169476.250000 Penalty: 3229.703857
	Iteration 110Q: 3 clusters Score -2169476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2169477.000000 Penalty: 3229.703857
	Iteration 111Q: 3 clusters Score -2169477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2169481.000000 Penalty: 3229.703857
	Iteration 112Q: 3 clusters Score -2169481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2169480.750000 Penalty: 3229.703857
	Iteration 113Q: 3 clusters Score -2169481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2169483.250000 Penalty: 3229.703857
	Iteration 114Q: 3 clusters Score -2169483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2169485.250000 Penalty: 3229.703857
	Iteration 115Q: 3 clusters Score -2169485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2169490.000000 Penalty: 3229.703857
	Iteration 116Q: 3 clusters Score -2169490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2169492.000000 Penalty: 3229.703857
	Iteration 117Q: 3 clusters Score -2169492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2169493.000000 Penalty: 3229.703857
	Iteration 118Q: 3 clusters Score -2169493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2169493.000000 Penalty: 3229.703857
	Iteration 119Q: 3 clusters Score -2169493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2169491.500000 Penalty: 3229.703857
	Iteration 120F: 3 clusters Score -2169492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2169489.250000 Penalty: 3229.703857
	Iteration 121Q: 3 clusters Score -2169489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2169491.500000 Penalty: 3229.703857
	Iteration 122Q: 3 clusters Score -2169492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2169493.000000 Penalty: 3229.703857
	Iteration 123Q: 3 clusters Score -2169493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2169496.000000 Penalty: 3229.703857
	Iteration 124Q: 3 clusters Score -2169496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2169496.000000 Penalty: 3229.703857
	Iteration 125F: 3 clusters Score -2169496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -318832.437500 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -318832.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -315952.500000 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -315952.5 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -316718.562500 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -316718.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -317018.218750 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -317018.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -317453.062500 Penalty: 2634.421143
	Iteration 3F: 3 clusters Score -317453.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -317989.843750 Penalty: 2634.421143
	Iteration 4F: 3 clusters Score -317989.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -318481.625000 Penalty: 2634.421143
	Iteration 5F: 3 clusters Score -318481.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -318822.750000 Penalty: 2634.421143
	Iteration 6F: 3 clusters Score -318822.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -318939.406250 Penalty: 2634.421143
	Iteration 7Q: 3 clusters Score -318939.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -318984.312500 Penalty: 2634.421143
	Iteration 8Q: 3 clusters Score -318984.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -318996.218750 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -318996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -319007.218750 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -319007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -319013.031250 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -319013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -319015.406250 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -319015.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -319016.531250 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -319016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -319016.531250 Penalty: 2634.421143
	Iteration 14F: 3 clusters Score -319016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 1945 members 
Entering Unmasked Estep 
Score: -154067008.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154068432.000000 to -154067008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -425611.562500 Penalty: 1366.090210
	Iteration 0F: 2 clusters Score -425611.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -421956.406250 Penalty: 2732.180420
	Iteration 0F: 3 clusters Score -421956.4 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -423113.156250 Penalty: 2732.180420
	Iteration 1F: 3 clusters Score -423113.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -423448.906250 Penalty: 2732.180420
	Iteration 2F: 3 clusters Score -423448.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -423776.625000 Penalty: 2732.180420
	Iteration 3F: 3 clusters Score -423776.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -424091.468750 Penalty: 2732.180420
	Iteration 4F: 3 clusters Score -424091.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -424390.218750 Penalty: 2732.180420
	Iteration 5F: 3 clusters Score -424390.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -424635.312500 Penalty: 2732.180420
	Iteration 6F: 3 clusters Score -424635.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -424803.781250 Penalty: 2732.180420
	Iteration 7Q: 3 clusters Score -424803.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -424902.156250 Penalty: 2732.180420
	Iteration 8Q: 3 clusters Score -424902.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -424968.375000 Penalty: 2732.180420
	Iteration 9Q: 3 clusters Score -424968.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -425005.750000 Penalty: 2732.180420
	Iteration 10Q: 3 clusters Score -425005.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -425032.375000 Penalty: 2732.180420
	Iteration 11Q: 3 clusters Score -425032.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -425047.906250 Penalty: 2732.180420
	Iteration 12Q: 3 clusters Score -425047.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -425060.406250 Penalty: 2732.180420
	Iteration 13Q: 3 clusters Score -425060.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -425069.125000 Penalty: 2732.180420
	Iteration 14Q: 3 clusters Score -425069.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -425077.406250 Penalty: 2732.180420
	Iteration 15Q: 3 clusters Score -425077.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -425085.156250 Penalty: 2732.180420
	Iteration 16Q: 3 clusters Score -425085.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -425089.500000 Penalty: 2732.180420
	Iteration 17Q: 3 clusters Score -425089.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -425092.031250 Penalty: 2732.180420
	Iteration 18Q: 3 clusters Score -425092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -425095.312500 Penalty: 2732.180420
	Iteration 19Q: 3 clusters Score -425095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -425097.562500 Penalty: 2732.180420
	Iteration 20F: 3 clusters Score -425097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -425099.125000 Penalty: 2732.180420
	Iteration 21Q: 3 clusters Score -425099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -425100.843750 Penalty: 2732.180420
	Iteration 22Q: 3 clusters Score -425100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -425102.125000 Penalty: 2732.180420
	Iteration 23Q: 3 clusters Score -425102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -425102.937500 Penalty: 2732.180420
	Iteration 24Q: 3 clusters Score -425102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425103.468750 Penalty: 2732.180420
	Iteration 25Q: 3 clusters Score -425103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425103.468750 Penalty: 2732.180420
	Iteration 26F: 3 clusters Score -425103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -291600.062500 Penalty: 1297.917480
	Iteration 0F: 2 clusters Score -291600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288905.750000 Penalty: 2595.834961
	Iteration 0F: 3 clusters Score -288905.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -289601.000000 Penalty: 2595.834961
	Iteration 1F: 3 clusters Score -289601 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289849.312500 Penalty: 2595.834961
	Iteration 2F: 3 clusters Score -289849.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -290068.468750 Penalty: 2595.834961
	Iteration 3F: 3 clusters Score -290068.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -290281.218750 Penalty: 2595.834961
	Iteration 4F: 3 clusters Score -290281.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -290502.250000 Penalty: 2595.834961
	Iteration 5F: 3 clusters Score -290502.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -290673.156250 Penalty: 2595.834961
	Iteration 6F: 3 clusters Score -290673.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -290787.250000 Penalty: 2595.834961
	Iteration 7Q: 3 clusters Score -290787.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -290857.625000 Penalty: 2595.834961
	Iteration 8Q: 3 clusters Score -290857.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -290896.718750 Penalty: 2595.834961
	Iteration 9Q: 3 clusters Score -290896.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -290927.781250 Penalty: 2595.834961
	Iteration 10Q: 3 clusters Score -290927.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -290942.906250 Penalty: 2595.834961
	Iteration 11Q: 3 clusters Score -290942.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -290953.968750 Penalty: 2595.834961
	Iteration 12Q: 3 clusters Score -290954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -290960.250000 Penalty: 2595.834961
	Iteration 13Q: 3 clusters Score -290960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -290963.718750 Penalty: 2595.834961
	Iteration 14Q: 3 clusters Score -290963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -290964.968750 Penalty: 2595.834961
	Iteration 15Q: 3 clusters Score -290965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -290965.875000 Penalty: 2595.834961
	Iteration 16Q: 3 clusters Score -290965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -290966.468750 Penalty: 2595.834961
	Iteration 17Q: 3 clusters Score -290966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -290967.968750 Penalty: 2595.834961
	Iteration 18Q: 3 clusters Score -290968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -290968.625000 Penalty: 2595.834961
	Iteration 19Q: 3 clusters Score -290968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -290968.625000 Penalty: 2595.834961
	Iteration 20F: 3 clusters Score -290968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Entering Unmasked Estep 
Score: -976057.562500 Penalty: 1488.703857
	Iteration 0F: 2 clusters Score -976057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -969202.000000 Penalty: 2977.407715
	Iteration 0F: 3 clusters Score -969202 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -971380.062500 Penalty: 2977.407715
	Iteration 1F: 3 clusters Score -971380.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -971610.125000 Penalty: 2977.407715
	Iteration 2F: 3 clusters Score -971610.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -971780.312500 Penalty: 2977.407715
	Iteration 3Q: 3 clusters Score -971780.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -971901.062500 Penalty: 2977.407715
	Iteration 4Q: 3 clusters Score -971901.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -972024.062500 Penalty: 2977.407715
	Iteration 5Q: 3 clusters Score -972024.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -972122.875000 Penalty: 2977.407715
	Iteration 6Q: 3 clusters Score -972122.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -972213.937500 Penalty: 2977.407715
	Iteration 7Q: 3 clusters Score -972213.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -972299.937500 Penalty: 2977.407715
	Iteration 8Q: 3 clusters Score -972299.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -972385.937500 Penalty: 2977.407715
	Iteration 9Q: 3 clusters Score -972385.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -972504.062500 Penalty: 2977.407715
	Iteration 10Q: 3 clusters Score -972504.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -972668.375000 Penalty: 2977.407715
	Iteration 11Q: 3 clusters Score -972668.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -972855.437500 Penalty: 2977.407715
	Iteration 12Q: 3 clusters Score -972855.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -973033.562500 Penalty: 2977.407715
	Iteration 13Q: 3 clusters Score -973033.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -973222.312500 Penalty: 2977.407715
	Iteration 14Q: 3 clusters Score -973222.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -973402.250000 Penalty: 2977.407715
	Iteration 15Q: 3 clusters Score -973402.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -973577.125000 Penalty: 2977.407715
	Iteration 16Q: 3 clusters Score -973577.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -973757.875000 Penalty: 2977.407715
	Iteration 17Q: 3 clusters Score -973757.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -973913.437500 Penalty: 2977.407715
	Iteration 18Q: 3 clusters Score -973913.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -974041.312500 Penalty: 2977.407715
	Iteration 19Q: 3 clusters Score -974041.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -974138.250000 Penalty: 2977.407715
	Iteration 20F: 3 clusters Score -974138.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -974226.562500 Penalty: 2977.407715
	Iteration 21Q: 3 clusters Score -974226.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -974297.062500 Penalty: 2977.407715
	Iteration 22Q: 3 clusters Score -974297.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -974352.125000 Penalty: 2977.407715
	Iteration 23Q: 3 clusters Score -974352.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -974394.500000 Penalty: 2977.407715
	Iteration 24Q: 3 clusters Score -974394.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -974444.312500 Penalty: 2977.407715
	Iteration 25Q: 3 clusters Score -974444.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -974480.000000 Penalty: 2977.407715
	Iteration 26Q: 3 clusters Score -974480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -974510.062500 Penalty: 2977.407715
	Iteration 27Q: 3 clusters Score -974510.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -974543.500000 Penalty: 2977.407715
	Iteration 28Q: 3 clusters Score -974543.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -974567.125000 Penalty: 2977.407715
	Iteration 29Q: 3 clusters Score -974567.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -974589.437500 Penalty: 2977.407715
	Iteration 30Q: 3 clusters Score -974589.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -974607.937500 Penalty: 2977.407715
	Iteration 31Q: 3 clusters Score -974607.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -974631.000000 Penalty: 2977.407715
	Iteration 32Q: 3 clusters Score -974631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -974651.500000 Penalty: 2977.407715
	Iteration 33Q: 3 clusters Score -974651.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -974667.750000 Penalty: 2977.407715
	Iteration 34Q: 3 clusters Score -974667.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -974676.062500 Penalty: 2977.407715
	Iteration 35Q: 3 clusters Score -974676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -974682.187500 Penalty: 2977.407715
	Iteration 36Q: 3 clusters Score -974682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -974686.187500 Penalty: 2977.407715
	Iteration 37Q: 3 clusters Score -974686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -974693.812500 Penalty: 2977.407715
	Iteration 38Q: 3 clusters Score -974693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -974701.187500 Penalty: 2977.407715
	Iteration 39Q: 3 clusters Score -974701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -974713.312500 Penalty: 2977.407715
	Iteration 40F: 3 clusters Score -974713.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -974727.562500 Penalty: 2977.407715
	Iteration 41Q: 3 clusters Score -974727.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -974739.125000 Penalty: 2977.407715
	Iteration 42Q: 3 clusters Score -974739.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -974753.062500 Penalty: 2977.407715
	Iteration 43Q: 3 clusters Score -974753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -974761.875000 Penalty: 2977.407715
	Iteration 44Q: 3 clusters Score -974761.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -974767.750000 Penalty: 2977.407715
	Iteration 45Q: 3 clusters Score -974767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -974773.750000 Penalty: 2977.407715
	Iteration 46Q: 3 clusters Score -974773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -974779.687500 Penalty: 2977.407715
	Iteration 47Q: 3 clusters Score -974779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -974783.937500 Penalty: 2977.407715
	Iteration 48Q: 3 clusters Score -974783.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -974794.000000 Penalty: 2977.407715
	Iteration 49Q: 3 clusters Score -974794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -974802.625000 Penalty: 2977.407715
	Iteration 50Q: 3 clusters Score -974802.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -974808.875000 Penalty: 2977.407715
	Iteration 51Q: 3 clusters Score -974808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -974814.625000 Penalty: 2977.407715
	Iteration 52Q: 3 clusters Score -974814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -974816.812500 Penalty: 2977.407715
	Iteration 53Q: 3 clusters Score -974816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -974817.562500 Penalty: 2977.407715
	Iteration 54Q: 3 clusters Score -974817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -974820.562500 Penalty: 2977.407715
	Iteration 55Q: 3 clusters Score -974820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -974823.562500 Penalty: 2977.407715
	Iteration 56Q: 3 clusters Score -974823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -974825.562500 Penalty: 2977.407715
	Iteration 57Q: 3 clusters Score -974825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -974826.312500 Penalty: 2977.407715
	Iteration 58Q: 3 clusters Score -974826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -974825.812500 Penalty: 2977.407715
	Iteration 59Q: 3 clusters Score -974825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -974825.812500 Penalty: 2977.407715
	Iteration 60F: 3 clusters Score -974825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Entering Unmasked Estep 
Score: -840535.187500 Penalty: 1466.734253
	Iteration 0F: 2 clusters Score -840535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -834497.125000 Penalty: 2933.468506
	Iteration 0F: 3 clusters Score -834497.1 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -836275.812500 Penalty: 2933.468506
	Iteration 1F: 3 clusters Score -836275.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -836603.000000 Penalty: 2933.468506
	Iteration 2F: 3 clusters Score -836603 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -836891.437500 Penalty: 2933.468506
	Iteration 3F: 3 clusters Score -836891.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -837121.312500 Penalty: 2933.468506
	Iteration 4Q: 3 clusters Score -837121.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -837365.187500 Penalty: 2933.468506
	Iteration 5Q: 3 clusters Score -837365.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -837655.875000 Penalty: 2933.468506
	Iteration 6Q: 3 clusters Score -837655.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -837937.062500 Penalty: 2933.468506
	Iteration 7Q: 3 clusters Score -837937.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -838188.750000 Penalty: 2933.468506
	Iteration 8Q: 3 clusters Score -838188.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -838387.000000 Penalty: 2933.468506
	Iteration 9Q: 3 clusters Score -838387 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -838547.562500 Penalty: 2933.468506
	Iteration 10Q: 3 clusters Score -838547.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -838667.562500 Penalty: 2933.468506
	Iteration 11Q: 3 clusters Score -838667.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -838770.062500 Penalty: 2933.468506
	Iteration 12Q: 3 clusters Score -838770.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -838876.625000 Penalty: 2933.468506
	Iteration 13Q: 3 clusters Score -838876.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -838953.250000 Penalty: 2933.468506
	Iteration 14Q: 3 clusters Score -838953.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -839020.750000 Penalty: 2933.468506
	Iteration 15Q: 3 clusters Score -839020.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -839072.187500 Penalty: 2933.468506
	Iteration 16Q: 3 clusters Score -839072.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -839111.437500 Penalty: 2933.468506
	Iteration 17Q: 3 clusters Score -839111.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -839131.875000 Penalty: 2933.468506
	Iteration 18Q: 3 clusters Score -839131.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -839146.625000 Penalty: 2933.468506
	Iteration 19Q: 3 clusters Score -839146.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -839154.812500 Penalty: 2933.468506
	Iteration 20F: 3 clusters Score -839154.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -839166.187500 Penalty: 2933.468506
	Iteration 21Q: 3 clusters Score -839166.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -839177.125000 Penalty: 2933.468506
	Iteration 22Q: 3 clusters Score -839177.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -839183.937500 Penalty: 2933.468506
	Iteration 23Q: 3 clusters Score -839183.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -839187.937500 Penalty: 2933.468506
	Iteration 24Q: 3 clusters Score -839187.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -839192.000000 Penalty: 2933.468506
	Iteration 25Q: 3 clusters Score -839192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -839195.687500 Penalty: 2933.468506
	Iteration 26Q: 3 clusters Score -839195.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -839197.875000 Penalty: 2933.468506
	Iteration 27Q: 3 clusters Score -839197.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -839200.937500 Penalty: 2933.468506
	Iteration 28Q: 3 clusters Score -839200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -839204.937500 Penalty: 2933.468506
	Iteration 29Q: 3 clusters Score -839204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -839208.375000 Penalty: 2933.468506
	Iteration 30Q: 3 clusters Score -839208.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -839210.875000 Penalty: 2933.468506
	Iteration 31Q: 3 clusters Score -839210.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -839215.437500 Penalty: 2933.468506
	Iteration 32Q: 3 clusters Score -839215.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -839220.312500 Penalty: 2933.468506
	Iteration 33Q: 3 clusters Score -839220.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -839223.125000 Penalty: 2933.468506
	Iteration 34Q: 3 clusters Score -839223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -839227.125000 Penalty: 2933.468506
	Iteration 35Q: 3 clusters Score -839227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -839227.187500 Penalty: 2933.468506
	Iteration 36Q: 3 clusters Score -839227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -839227.937500 Penalty: 2933.468506
	Iteration 37Q: 3 clusters Score -839227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -839228.312500 Penalty: 2933.468506
	Iteration 38Q: 3 clusters Score -839228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -839229.687500 Penalty: 2933.468506
	Iteration 39Q: 3 clusters Score -839229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -839229.937500 Penalty: 2933.468506
	Iteration 40F: 3 clusters Score -839229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -839231.125000 Penalty: 2933.468506
	Iteration 41Q: 3 clusters Score -839231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -839233.312500 Penalty: 2933.468506
	Iteration 42Q: 3 clusters Score -839233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -839231.062500 Penalty: 2933.468506
	Iteration 43Q: 3 clusters Score -839231.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -839235.937500 Penalty: 2933.468506
	Iteration 44Q: 3 clusters Score -839235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -839235.937500 Penalty: 2933.468506
	Iteration 45Q: 3 clusters Score -839235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -839238.562500 Penalty: 2933.468506
	Iteration 46Q: 3 clusters Score -839238.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -839238.875000 Penalty: 2933.468506
	Iteration 47Q: 3 clusters Score -839238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -839239.312500 Penalty: 2933.468506
	Iteration 48Q: 3 clusters Score -839239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -839238.875000 Penalty: 2933.468506
	Iteration 49Q: 3 clusters Score -839238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -839241.812500 Penalty: 2933.468506
	Iteration 50Q: 3 clusters Score -839241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -839242.562500 Penalty: 2933.468506
	Iteration 51Q: 3 clusters Score -839242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -839242.687500 Penalty: 2933.468506
	Iteration 52Q: 3 clusters Score -839242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -839242.937500 Penalty: 2933.468506
	Iteration 53Q: 3 clusters Score -839242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -839243.125000 Penalty: 2933.468506
	Iteration 54Q: 3 clusters Score -839243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -839244.750000 Penalty: 2933.468506
	Iteration 55Q: 3 clusters Score -839244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -839247.625000 Penalty: 2933.468506
	Iteration 56Q: 3 clusters Score -839247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -839246.812500 Penalty: 2933.468506
	Iteration 57Q: 3 clusters Score -839246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -839249.000000 Penalty: 2933.468506
	Iteration 58Q: 3 clusters Score -839249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -839250.500000 Penalty: 2933.468506
	Iteration 59Q: 3 clusters Score -839250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -839248.687500 Penalty: 2933.468506
	Iteration 60F: 3 clusters Score -839248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -839249.375000 Penalty: 2933.468506
	Iteration 61Q: 3 clusters Score -839249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -839251.875000 Penalty: 2933.468506
	Iteration 62Q: 3 clusters Score -839251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -839250.000000 Penalty: 2933.468506
	Iteration 63Q: 3 clusters Score -839250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -839250.750000 Penalty: 2933.468506
	Iteration 64Q: 3 clusters Score -839250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -839251.187500 Penalty: 2933.468506
	Iteration 65Q: 3 clusters Score -839251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -839251.437500 Penalty: 2933.468506
	Iteration 66Q: 3 clusters Score -839251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -839250.312500 Penalty: 2933.468506
	Iteration 67Q: 3 clusters Score -839250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -839250.000000 Penalty: 2933.468506
	Iteration 68Q: 3 clusters Score -839250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -839250.000000 Penalty: 2933.468506
	Iteration 69F: 3 clusters Score -839250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -997810.875000 Penalty: 1488.139771
	Iteration 0F: 2 clusters Score -997810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -991014.000000 Penalty: 2976.279541
	Iteration 0F: 3 clusters Score -991014 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -993092.937500 Penalty: 2976.279541
	Iteration 1F: 3 clusters Score -993092.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -993321.000000 Penalty: 2976.279541
	Iteration 2F: 3 clusters Score -993321 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -993527.875000 Penalty: 2976.279541
	Iteration 3F: 3 clusters Score -993527.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -993714.437500 Penalty: 2976.279541
	Iteration 4Q: 3 clusters Score -993714.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -993898.875000 Penalty: 2976.279541
	Iteration 5Q: 3 clusters Score -993898.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -994070.187500 Penalty: 2976.279541
	Iteration 6Q: 3 clusters Score -994070.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -994245.875000 Penalty: 2976.279541
	Iteration 7Q: 3 clusters Score -994245.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -994424.875000 Penalty: 2976.279541
	Iteration 8Q: 3 clusters Score -994424.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -994599.500000 Penalty: 2976.279541
	Iteration 9Q: 3 clusters Score -994599.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -994775.187500 Penalty: 2976.279541
	Iteration 10Q: 3 clusters Score -994775.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -994949.625000 Penalty: 2976.279541
	Iteration 11Q: 3 clusters Score -994949.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -995094.625000 Penalty: 2976.279541
	Iteration 12Q: 3 clusters Score -995094.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -995244.250000 Penalty: 2976.279541
	Iteration 13Q: 3 clusters Score -995244.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -995342.625000 Penalty: 2976.279541
	Iteration 14Q: 3 clusters Score -995342.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -995400.937500 Penalty: 2976.279541
	Iteration 15Q: 3 clusters Score -995400.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -995437.375000 Penalty: 2976.279541
	Iteration 16Q: 3 clusters Score -995437.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -995466.187500 Penalty: 2976.279541
	Iteration 17Q: 3 clusters Score -995466.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -995481.562500 Penalty: 2976.279541
	Iteration 18Q: 3 clusters Score -995481.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -995491.250000 Penalty: 2976.279541
	Iteration 19Q: 3 clusters Score -995491.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -995500.750000 Penalty: 2976.279541
	Iteration 20F: 3 clusters Score -995500.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -995505.875000 Penalty: 2976.279541
	Iteration 21Q: 3 clusters Score -995505.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -995512.125000 Penalty: 2976.279541
	Iteration 22Q: 3 clusters Score -995512.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -995514.437500 Penalty: 2976.279541
	Iteration 23Q: 3 clusters Score -995514.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -995524.750000 Penalty: 2976.279541
	Iteration 24Q: 3 clusters Score -995524.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -995528.687500 Penalty: 2976.279541
	Iteration 25Q: 3 clusters Score -995528.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -995532.312500 Penalty: 2976.279541
	Iteration 26Q: 3 clusters Score -995532.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -995535.250000 Penalty: 2976.279541
	Iteration 27Q: 3 clusters Score -995535.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -995539.562500 Penalty: 2976.279541
	Iteration 28Q: 3 clusters Score -995539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -995543.500000 Penalty: 2976.279541
	Iteration 29Q: 3 clusters Score -995543.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -995543.562500 Penalty: 2976.279541
	Iteration 30Q: 3 clusters Score -995543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -995549.250000 Penalty: 2976.279541
	Iteration 31Q: 3 clusters Score -995549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -995550.250000 Penalty: 2976.279541
	Iteration 32Q: 3 clusters Score -995550.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -995553.312500 Penalty: 2976.279541
	Iteration 33Q: 3 clusters Score -995553.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -995556.312500 Penalty: 2976.279541
	Iteration 34Q: 3 clusters Score -995556.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -995560.062500 Penalty: 2976.279541
	Iteration 35Q: 3 clusters Score -995560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -995561.562500 Penalty: 2976.279541
	Iteration 36Q: 3 clusters Score -995561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -995565.250000 Penalty: 2976.279541
	Iteration 37Q: 3 clusters Score -995565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -995562.375000 Penalty: 2976.279541
	Iteration 38Q: 3 clusters Score -995562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -995563.062500 Penalty: 2976.279541
	Iteration 39Q: 3 clusters Score -995563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -995562.687500 Penalty: 2976.279541
	Iteration 40F: 3 clusters Score -995562.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Entering Unmasked Estep 
Score: -751583.937500 Penalty: 1450.040283
	Iteration 0F: 2 clusters Score -751583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -746029.812500 Penalty: 2900.080566
	Iteration 0F: 3 clusters Score -746029.8 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -747928.562500 Penalty: 2900.080566
	Iteration 1F: 3 clusters Score -747928.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -748256.937500 Penalty: 2900.080566
	Iteration 2F: 3 clusters Score -748256.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -748502.312500 Penalty: 2900.080566
	Iteration 3F: 3 clusters Score -748502.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -748703.812500 Penalty: 2900.080566
	Iteration 4F: 3 clusters Score -748703.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -748906.375000 Penalty: 2900.080566
	Iteration 5Q: 3 clusters Score -748906.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -749073.187500 Penalty: 2900.080566
	Iteration 6Q: 3 clusters Score -749073.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -749209.062500 Penalty: 2900.080566
	Iteration 7Q: 3 clusters Score -749209.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -749344.125000 Penalty: 2900.080566
	Iteration 8Q: 3 clusters Score -749344.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -749460.187500 Penalty: 2900.080566
	Iteration 9Q: 3 clusters Score -749460.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -749548.687500 Penalty: 2900.080566
	Iteration 10Q: 3 clusters Score -749548.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -749633.500000 Penalty: 2900.080566
	Iteration 11Q: 3 clusters Score -749633.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -749715.562500 Penalty: 2900.080566
	Iteration 12Q: 3 clusters Score -749715.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -749789.000000 Penalty: 2900.080566
	Iteration 13Q: 3 clusters Score -749789 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -749874.625000 Penalty: 2900.080566
	Iteration 14Q: 3 clusters Score -749874.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -749950.437500 Penalty: 2900.080566
	Iteration 15Q: 3 clusters Score -749950.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -750011.937500 Penalty: 2900.080566
	Iteration 16Q: 3 clusters Score -750011.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -750088.562500 Penalty: 2900.080566
	Iteration 17Q: 3 clusters Score -750088.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -750184.937500 Penalty: 2900.080566
	Iteration 18Q: 3 clusters Score -750184.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -750288.250000 Penalty: 2900.080566
	Iteration 19Q: 3 clusters Score -750288.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -750398.812500 Penalty: 2900.080566
	Iteration 20F: 3 clusters Score -750398.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -750508.250000 Penalty: 2900.080566
	Iteration 21Q: 3 clusters Score -750508.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -750612.437500 Penalty: 2900.080566
	Iteration 22Q: 3 clusters Score -750612.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -750679.437500 Penalty: 2900.080566
	Iteration 23Q: 3 clusters Score -750679.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -750743.125000 Penalty: 2900.080566
	Iteration 24Q: 3 clusters Score -750743.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -750781.562500 Penalty: 2900.080566
	Iteration 25Q: 3 clusters Score -750781.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -750808.312500 Penalty: 2900.080566
	Iteration 26Q: 3 clusters Score -750808.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -750828.000000 Penalty: 2900.080566
	Iteration 27Q: 3 clusters Score -750828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -750843.187500 Penalty: 2900.080566
	Iteration 28Q: 3 clusters Score -750843.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -750856.312500 Penalty: 2900.080566
	Iteration 29Q: 3 clusters Score -750856.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -750863.625000 Penalty: 2900.080566
	Iteration 30Q: 3 clusters Score -750863.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -750872.125000 Penalty: 2900.080566
	Iteration 31Q: 3 clusters Score -750872.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -750879.500000 Penalty: 2900.080566
	Iteration 32Q: 3 clusters Score -750879.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -750884.312500 Penalty: 2900.080566
	Iteration 33Q: 3 clusters Score -750884.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -750890.125000 Penalty: 2900.080566
	Iteration 34Q: 3 clusters Score -750890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -750891.687500 Penalty: 2900.080566
	Iteration 35Q: 3 clusters Score -750891.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -750895.437500 Penalty: 2900.080566
	Iteration 36Q: 3 clusters Score -750895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -750896.375000 Penalty: 2900.080566
	Iteration 37Q: 3 clusters Score -750896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -750897.187500 Penalty: 2900.080566
	Iteration 38Q: 3 clusters Score -750897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -750896.687500 Penalty: 2900.080566
	Iteration 39Q: 3 clusters Score -750896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -750900.062500 Penalty: 2900.080566
	Iteration 40F: 3 clusters Score -750900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -750901.187500 Penalty: 2900.080566
	Iteration 41Q: 3 clusters Score -750901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -750902.250000 Penalty: 2900.080566
	Iteration 42Q: 3 clusters Score -750902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -750905.125000 Penalty: 2900.080566
	Iteration 43Q: 3 clusters Score -750905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -750905.437500 Penalty: 2900.080566
	Iteration 44Q: 3 clusters Score -750905.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -750907.187500 Penalty: 2900.080566
	Iteration 45Q: 3 clusters Score -750907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -750910.062500 Penalty: 2900.080566
	Iteration 46Q: 3 clusters Score -750910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -750913.750000 Penalty: 2900.080566
	Iteration 47Q: 3 clusters Score -750913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -750916.000000 Penalty: 2900.080566
	Iteration 48Q: 3 clusters Score -750916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -750918.687500 Penalty: 2900.080566
	Iteration 49Q: 3 clusters Score -750918.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -750921.812500 Penalty: 2900.080566
	Iteration 50Q: 3 clusters Score -750921.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -750923.562500 Penalty: 2900.080566
	Iteration 51Q: 3 clusters Score -750923.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -750926.562500 Penalty: 2900.080566
	Iteration 52Q: 3 clusters Score -750926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -750929.562500 Penalty: 2900.080566
	Iteration 53Q: 3 clusters Score -750929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -750930.562500 Penalty: 2900.080566
	Iteration 54Q: 3 clusters Score -750930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -750931.562500 Penalty: 2900.080566
	Iteration 55Q: 3 clusters Score -750931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -750934.875000 Penalty: 2900.080566
	Iteration 56Q: 3 clusters Score -750934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -750937.375000 Penalty: 2900.080566
	Iteration 57Q: 3 clusters Score -750937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -750941.500000 Penalty: 2900.080566
	Iteration 58Q: 3 clusters Score -750941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -750942.250000 Penalty: 2900.080566
	Iteration 59Q: 3 clusters Score -750942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -750943.312500 Penalty: 2900.080566
	Iteration 60F: 3 clusters Score -750943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -750944.375000 Penalty: 2900.080566
	Iteration 61Q: 3 clusters Score -750944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -750944.687500 Penalty: 2900.080566
	Iteration 62Q: 3 clusters Score -750944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -750944.687500 Penalty: 2900.080566
	Iteration 63Q: 3 clusters Score -750944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -750944.687500 Penalty: 2900.080566
	Iteration 64F: 3 clusters Score -750944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 92437 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120367 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 93674 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9313 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 22395 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 19568 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29939 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40922 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2808 members 
Mstep: Class 38 contains 20693 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9488 members 
Mstep: Class 45 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068480.000000 Penalty: 104160.664062
Iteration 239Q: 46 clusters Score -1.540685e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 27732 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32010 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35836 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92410 members 
Mstep: Class 10 contains 15463 members 
Mstep: Class 11 contains 82318 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120374 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 180452 members 
Mstep: Class 16 contains 96904 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 9317 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 22399 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16512 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 19567 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 29873 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 29943 members 
Mstep: Class 31 contains 9155 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40925 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 29457 members 
Mstep: Class 37 contains 2805 members 
Mstep: Class 38 contains 20692 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9521 members 
Mstep: Class 43 contains 8315 members 
Mstep: Class 44 contains 9490 members 
Mstep: Class 45 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068352.000000 Penalty: 104160.664062
Iteration 240F: 46 clusters Score -1.540684e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 27726 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32009 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35822 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92391 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 82322 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120373 members 
Mstep: Class 14 contains 69152 members 
Mstep: Class 15 contains 180449 members 
Mstep: Class 16 contains 96899 members 
Mstep: Class 17 contains 93720 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 9321 members 
Mstep: Class 21 contains 7838 members 
Mstep: Class 22 contains 22400 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16514 members 
Mstep: Class 25 contains 5308 members 
Mstep: Class 26 contains 19563 members 
Mstep: Class 27 contains 7274 members 
Mstep: Class 28 contains 29872 members 
Mstep: Class 29 contains 104139 members 
Mstep: Class 30 contains 29948 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40928 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 36 contains 29458 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 3314 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9523 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068496.000000 Penalty: 104160.664062
Iteration 241Q: 46 clusters Score -1.540685e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 35802 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92370 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120376 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180450 members 
Mstep: Class 16 contains 96898 members 
Mstep: Class 17 contains 93736 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 9322 members 
Mstep: Class 21 contains 7837 members 
Mstep: Class 22 contains 22406 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 26 contains 19550 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29870 members 
Mstep: Class 29 contains 104137 members 
Mstep: Class 30 contains 29962 members 
Mstep: Class 31 contains 9157 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40931 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 36 contains 29458 members 
Mstep: Class 37 contains 2807 members 
Mstep: Class 38 contains 20686 members 
Mstep: Class 39 contains 3315 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 9523 members 
Mstep: Class 43 contains 8317 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068512.000000 Penalty: 104160.664062
Iteration 242Q: 46 clusters Score -1.540685e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155456 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 27707 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 32006 members 
Mstep: Class 6 contains 71373 members 
Mstep: Class 7 contains 35786 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92356 members 
Mstep: Class 10 contains 15476 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120383 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180447 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 93765 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 9325 members 
Mstep: Class 21 contains 7836 members 
Mstep: Class 22 contains 22417 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 5322 members 
Mstep: Class 26 contains 19543 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29869 members 
Mstep: Class 29 contains 104138 members 
Mstep: Class 30 contains 29971 members 
Mstep: Class 31 contains 9158 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40930 members 
Mstep: Class 35 contains 5673 members 
Mstep: Class 36 contains 29455 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 20685 members 
Mstep: Class 39 contains 3316 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 2942 members 
Mstep: Class 42 contains 9524 members 
Mstep: Class 43 contains 8318 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068544.000000 Penalty: 104160.664062
Iteration 243Q: 46 clusters Score -1.540685e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 27693 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 35775 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92338 members 
Mstep: Class 10 contains 15479 members 
Mstep: Class 11 contains 82323 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120390 members 
Mstep: Class 14 contains 69155 members 
Mstep: Class 15 contains 180449 members 
Mstep: Class 16 contains 96893 members 
Mstep: Class 17 contains 93778 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 22426 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 19522 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29864 members 
Mstep: Class 29 contains 104140 members 
Mstep: Class 30 contains 29986 members 
Mstep: Class 31 contains 9160 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40929 members 
Mstep: Class 35 contains 5670 members 
Mstep: Class 36 contains 29452 members 
Mstep: Class 37 contains 2810 members 
Mstep: Class 38 contains 20686 members 
Mstep: Class 39 contains 3316 members 
Mstep: Class 40 contains 4468 members 
Mstep: Class 41 contains 2942 members 
Mstep: Class 42 contains 9526 members 
Mstep: Class 43 contains 8325 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068624.000000 Penalty: 104160.664062
Iteration 244Q: 46 clusters Score -1.540686e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 27692 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 32004 members 
Mstep: Class 6 contains 71376 members 
Mstep: Class 7 contains 35769 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92328 members 
Mstep: Class 10 contains 15482 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120395 members 
Mstep: Class 14 contains 69154 members 
Mstep: Class 15 contains 180446 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 93804 members 
Mstep: Class 18 contains 11332 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 9332 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 22431 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 19508 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29864 members 
Mstep: Class 29 contains 104139 members 
Mstep: Class 30 contains 29997 members 
Mstep: Class 31 contains 9161 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40929 members 
Mstep: Class 35 contains 5665 members 
Mstep: Class 36 contains 29452 members 
Mstep: Class 37 contains 2812 members 
Mstep: Class 38 contains 20685 members 
Mstep: Class 39 contains 3316 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 2941 members 
Mstep: Class 42 contains 9528 members 
Mstep: Class 43 contains 8326 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 104160.664062
Iteration 245Q: 46 clusters Score -1.540687e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 27681 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 32003 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35764 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92329 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120396 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180446 members 
Mstep: Class 16 contains 96890 members 
Mstep: Class 17 contains 93821 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 7825 members 
Mstep: Class 22 contains 22440 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5334 members 
Mstep: Class 26 contains 19494 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29862 members 
Mstep: Class 29 contains 104137 members 
Mstep: Class 30 contains 30002 members 
Mstep: Class 31 contains 9160 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40931 members 
Mstep: Class 35 contains 5661 members 
Mstep: Class 36 contains 29452 members 
Mstep: Class 37 contains 2812 members 
Mstep: Class 38 contains 20684 members 
Mstep: Class 39 contains 3316 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 2940 members 
Mstep: Class 42 contains 9531 members 
Mstep: Class 43 contains 8330 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 104160.664062
Iteration 246Q: 46 clusters Score -1.540688e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 27667 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 32001 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35765 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92329 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 82324 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120397 members 
Mstep: Class 14 contains 69154 members 
Mstep: Class 15 contains 180445 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 93832 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 9342 members 
Mstep: Class 21 contains 7822 members 
Mstep: Class 22 contains 22451 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5336 members 
Mstep: Class 26 contains 19471 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29857 members 
Mstep: Class 29 contains 104138 members 
Mstep: Class 30 contains 30009 members 
Mstep: Class 31 contains 9158 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 40933 members 
Mstep: Class 35 contains 5659 members 
Mstep: Class 36 contains 29453 members 
Mstep: Class 37 contains 2814 members 
Mstep: Class 38 contains 20682 members 
Mstep: Class 39 contains 3317 members 
Mstep: Class 40 contains 4472 members 
Mstep: Class 41 contains 2938 members 
Mstep: Class 42 contains 9531 members 
Mstep: Class 43 contains 8334 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068624.000000 Penalty: 104160.664062
Iteration 247Q: 46 clusters Score -1.540686e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155428 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 27656 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 32001 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35760 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92321 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 82323 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120395 members 
Mstep: Class 14 contains 69155 members 
Mstep: Class 15 contains 180438 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 93856 members 
Mstep: Class 18 contains 11334 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 9343 members 
Mstep: Class 21 contains 7820 members 
Mstep: Class 22 contains 22461 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 5337 members 
Mstep: Class 26 contains 19443 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29859 members 
Mstep: Class 29 contains 104136 members 
Mstep: Class 30 contains 30020 members 
Mstep: Class 31 contains 9156 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40937 members 
Mstep: Class 35 contains 5660 members 
Mstep: Class 36 contains 29451 members 
Mstep: Class 37 contains 2817 members 
Mstep: Class 38 contains 20681 members 
Mstep: Class 39 contains 3317 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 2936 members 
Mstep: Class 42 contains 9531 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 104160.664062
Iteration 248Q: 46 clusters Score -1.540687e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 32001 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35757 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92307 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120397 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180437 members 
Mstep: Class 16 contains 96891 members 
Mstep: Class 17 contains 93892 members 
Mstep: Class 18 contains 11336 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 20 contains 9341 members 
Mstep: Class 21 contains 7819 members 
Mstep: Class 22 contains 22472 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 26 contains 19421 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29859 members 
Mstep: Class 29 contains 104137 members 
Mstep: Class 30 contains 30032 members 
Mstep: Class 31 contains 9149 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40940 members 
Mstep: Class 35 contains 5659 members 
Mstep: Class 36 contains 29450 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 20681 members 
Mstep: Class 39 contains 3317 members 
Mstep: Class 40 contains 4475 members 
Mstep: Class 41 contains 2933 members 
Mstep: Class 42 contains 9532 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 104160.664062
Iteration 249Q: 46 clusters Score -1.540687e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 27644 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 32001 members 
Mstep: Class 6 contains 71380 members 
Mstep: Class 7 contains 35756 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92296 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120402 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180444 members 
Mstep: Class 16 contains 96891 members 
Mstep: Class 17 contains 93909 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 9346 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 22 contains 22479 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 5339 members 
Mstep: Class 26 contains 19391 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29857 members 
Mstep: Class 29 contains 104137 members 
Mstep: Class 30 contains 30049 members 
Mstep: Class 31 contains 9147 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40940 members 
Mstep: Class 35 contains 5656 members 
Mstep: Class 36 contains 29450 members 
Mstep: Class 37 contains 2824 members 
Mstep: Class 38 contains 20679 members 
Mstep: Class 39 contains 3317 members 
Mstep: Class 40 contains 4476 members 
Mstep: Class 41 contains 2931 members 
Mstep: Class 42 contains 9532 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9491 members 
Mstep: Class 45 contains 7550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 104160.664062
Iteration 250Q: 46 clusters Score -1.540687e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 5915 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 35755 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92291 members 
Mstep: Class 10 contains 15503 members 
Mstep: Class 11 contains 82323 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120406 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180444 members 
Mstep: Class 16 contains 96890 members 
Mstep: Class 17 contains 93934 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 3308 members 
Mstep: Class 20 contains 9352 members 
Mstep: Class 21 contains 7810 members 
Mstep: Class 22 contains 22486 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5340 members 
Mstep: Class 26 contains 19354 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29855 members 
Mstep: Class 29 contains 104138 members 
Mstep: Class 30 contains 30061 members 
Mstep: Class 31 contains 9143 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40943 members 
Mstep: Class 35 contains 5656 members 
Mstep: Class 36 contains 29449 members 
Mstep: Class 37 contains 2834 members 
Mstep: Class 38 contains 20678 members 
Mstep: Class 39 contains 3318 members 
Mstep: Class 40 contains 4476 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9534 members 
Mstep: Class 43 contains 8340 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 104160.664062
Iteration 251Q: 46 clusters Score -1.540689e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 27630 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 71378 members 
Mstep: Class 7 contains 35754 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92290 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 82323 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120405 members 
Mstep: Class 14 contains 69156 members 
Mstep: Class 15 contains 180440 members 
Mstep: Class 16 contains 96888 members 
Mstep: Class 17 contains 93965 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 9371 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 22 contains 22493 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 19317 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29852 members 
Mstep: Class 29 contains 104139 members 
Mstep: Class 30 contains 30077 members 
Mstep: Class 31 contains 9143 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40943 members 
Mstep: Class 35 contains 5653 members 
Mstep: Class 36 contains 29450 members 
Mstep: Class 37 contains 2836 members 
Mstep: Class 38 contains 20676 members 
Mstep: Class 39 contains 3320 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9535 members 
Mstep: Class 43 contains 8337 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 104160.664062
Iteration 252Q: 46 clusters Score -1.540687e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 4 contains 14975 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 35753 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92280 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 82321 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120406 members 
Mstep: Class 14 contains 69155 members 
Mstep: Class 15 contains 180442 members 
Mstep: Class 16 contains 96882 members 
Mstep: Class 17 contains 93985 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 9377 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 22502 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 19291 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29845 members 
Mstep: Class 29 contains 104137 members 
Mstep: Class 30 contains 30100 members 
Mstep: Class 31 contains 9143 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40944 members 
Mstep: Class 35 contains 5649 members 
Mstep: Class 36 contains 29449 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 20672 members 
Mstep: Class 39 contains 3323 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9535 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068832.000000 Penalty: 104160.664062
Iteration 253Q: 46 clusters Score -1.540688e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 27614 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 35755 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92268 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 82320 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120406 members 
Mstep: Class 14 contains 69154 members 
Mstep: Class 15 contains 180434 members 
Mstep: Class 16 contains 96888 members 
Mstep: Class 17 contains 93995 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 3313 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 7824 members 
Mstep: Class 22 contains 22507 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16520 members 
Mstep: Class 25 contains 5341 members 
Mstep: Class 26 contains 19252 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29836 members 
Mstep: Class 29 contains 104141 members 
Mstep: Class 30 contains 30124 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40948 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 29450 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 20669 members 
Mstep: Class 39 contains 3326 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9535 members 
Mstep: Class 43 contains 8334 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 104160.664062
Iteration 254Q: 46 clusters Score -1.540687e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 27606 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 35754 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92263 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 82323 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 120411 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180425 members 
Mstep: Class 16 contains 96881 members 
Mstep: Class 17 contains 94012 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 7824 members 
Mstep: Class 22 contains 22510 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16521 members 
Mstep: Class 25 contains 5342 members 
Mstep: Class 26 contains 19211 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29837 members 
Mstep: Class 29 contains 104143 members 
Mstep: Class 30 contains 30147 members 
Mstep: Class 31 contains 9146 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40951 members 
Mstep: Class 35 contains 5644 members 
Mstep: Class 36 contains 29450 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 20664 members 
Mstep: Class 39 contains 3329 members 
Mstep: Class 40 contains 4473 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9535 members 
Mstep: Class 43 contains 8333 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 104160.664062
Iteration 255Q: 46 clusters Score -1.540688e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 32001 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 35749 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92264 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 82321 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 120412 members 
Mstep: Class 14 contains 69150 members 
Mstep: Class 15 contains 180422 members 
Mstep: Class 16 contains 96878 members 
Mstep: Class 17 contains 94025 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 9393 members 
Mstep: Class 21 contains 7830 members 
Mstep: Class 22 contains 22510 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16522 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 19160 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29837 members 
Mstep: Class 29 contains 104146 members 
Mstep: Class 30 contains 30191 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40953 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 29451 members 
Mstep: Class 37 contains 2852 members 
Mstep: Class 38 contains 20660 members 
Mstep: Class 39 contains 3330 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9536 members 
Mstep: Class 43 contains 8334 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068640.000000 Penalty: 104160.664062
Iteration 256Q: 46 clusters Score -1.540686e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 27605 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 31998 members 
Mstep: Class 6 contains 71388 members 
Mstep: Class 7 contains 35744 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92260 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 82325 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 120405 members 
Mstep: Class 14 contains 69149 members 
Mstep: Class 15 contains 180425 members 
Mstep: Class 16 contains 96880 members 
Mstep: Class 17 contains 94042 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 19 contains 3315 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 7836 members 
Mstep: Class 22 contains 22509 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16523 members 
Mstep: Class 25 contains 5344 members 
Mstep: Class 26 contains 19130 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29835 members 
Mstep: Class 29 contains 104146 members 
Mstep: Class 30 contains 30222 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40958 members 
Mstep: Class 35 contains 5642 members 
Mstep: Class 36 contains 29451 members 
Mstep: Class 37 contains 2856 members 
Mstep: Class 38 contains 20653 members 
Mstep: Class 39 contains 3331 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9537 members 
Mstep: Class 43 contains 8335 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068608.000000 Penalty: 104160.664062
Iteration 257Q: 46 clusters Score -1.540686e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 71388 members 
Mstep: Class 7 contains 35744 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92254 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 82330 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 120405 members 
Mstep: Class 14 contains 69148 members 
Mstep: Class 15 contains 180420 members 
Mstep: Class 16 contains 96881 members 
Mstep: Class 17 contains 94057 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 9402 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 22513 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16521 members 
Mstep: Class 25 contains 5347 members 
Mstep: Class 26 contains 19098 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29835 members 
Mstep: Class 29 contains 104146 members 
Mstep: Class 30 contains 30253 members 
Mstep: Class 31 contains 9133 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40964 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 29448 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 20646 members 
Mstep: Class 39 contains 3331 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9537 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 104160.664062
Iteration 258Q: 46 clusters Score -1.540687e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 27599 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35745 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92245 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 82335 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120405 members 
Mstep: Class 14 contains 69149 members 
Mstep: Class 15 contains 180409 members 
Mstep: Class 16 contains 96881 members 
Mstep: Class 17 contains 94078 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 9410 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 22517 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16521 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 19052 members 
Mstep: Class 27 contains 7277 members 
Mstep: Class 28 contains 29833 members 
Mstep: Class 29 contains 104145 members 
Mstep: Class 30 contains 30288 members 
Mstep: Class 31 contains 9123 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40967 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 29446 members 
Mstep: Class 37 contains 2868 members 
Mstep: Class 38 contains 20640 members 
Mstep: Class 39 contains 3331 members 
Mstep: Class 40 contains 4471 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9537 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9492 members 
Mstep: Class 45 contains 7583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 104160.664062
Iteration 259Q: 46 clusters Score -1.540688e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155296 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35745 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92226 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 82340 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 120406 members 
Mstep: Class 14 contains 69151 members 
Mstep: Class 15 contains 180410 members 
Mstep: Class 16 contains 96875 members 
Mstep: Class 17 contains 94098 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 9417 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 22523 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16520 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 19018 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29834 members 
Mstep: Class 29 contains 104139 members 
Mstep: Class 30 contains 30323 members 
Mstep: Class 31 contains 9111 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40972 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 29446 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 20631 members 
Mstep: Class 39 contains 3333 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9537 members 
Mstep: Class 43 contains 8335 members 
Mstep: Class 44 contains 9495 members 
Mstep: Class 45 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 104160.664062
Iteration 260F: 46 clusters Score -1.540687e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 5923 members 
Mstep: Class 3 contains 27593 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 31999 members 
Mstep: Class 6 contains 71393 members 
Mstep: Class 7 contains 35738 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92202 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 82345 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69152 members 
Mstep: Class 15 contains 180410 members 
Mstep: Class 16 contains 96880 members 
Mstep: Class 17 contains 94124 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 9423 members 
Mstep: Class 21 contains 7830 members 
Mstep: Class 22 contains 22524 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16519 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29831 members 
Mstep: Class 29 contains 104131 members 
Mstep: Class 30 contains 30357 members 
Mstep: Class 31 contains 9115 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40973 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 29443 members 
Mstep: Class 37 contains 2880 members 
Mstep: Class 38 contains 20622 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9538 members 
Mstep: Class 43 contains 8335 members 
Mstep: Class 44 contains 9498 members 
Mstep: Class 45 contains 7594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 104160.664062
Iteration 261Q: 46 clusters Score -1.540687e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 27596 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 31998 members 
Mstep: Class 6 contains 71394 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92178 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 82345 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 120406 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180411 members 
Mstep: Class 16 contains 96886 members 
Mstep: Class 17 contains 94151 members 
Mstep: Class 18 contains 11339 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 9431 members 
Mstep: Class 21 contains 7826 members 
Mstep: Class 22 contains 22525 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 18956 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29827 members 
Mstep: Class 29 contains 104122 members 
Mstep: Class 30 contains 30392 members 
Mstep: Class 31 contains 9113 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40976 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29439 members 
Mstep: Class 37 contains 2886 members 
Mstep: Class 38 contains 20609 members 
Mstep: Class 39 contains 3338 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 2926 members 
Mstep: Class 42 contains 9539 members 
Mstep: Class 43 contains 8334 members 
Mstep: Class 44 contains 9503 members 
Mstep: Class 45 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068976.000000 Penalty: 104160.664062
Iteration 262Q: 46 clusters Score -1.54069e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 27594 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 71393 members 
Mstep: Class 7 contains 35728 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92165 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 82339 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 120401 members 
Mstep: Class 14 contains 69153 members 
Mstep: Class 15 contains 180420 members 
Mstep: Class 16 contains 96881 members 
Mstep: Class 17 contains 94169 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 9440 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 22526 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16518 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 18928 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29829 members 
Mstep: Class 29 contains 104112 members 
Mstep: Class 30 contains 30420 members 
Mstep: Class 31 contains 9102 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40981 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 29437 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 20600 members 
Mstep: Class 39 contains 3338 members 
Mstep: Class 40 contains 4469 members 
Mstep: Class 41 contains 2925 members 
Mstep: Class 42 contains 9539 members 
Mstep: Class 43 contains 8335 members 
Mstep: Class 44 contains 9504 members 
Mstep: Class 45 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 104160.664062
Iteration 263Q: 46 clusters Score -1.540689e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 27584 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 31996 members 
Mstep: Class 6 contains 71395 members 
Mstep: Class 7 contains 35728 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92150 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 82343 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 120403 members 
Mstep: Class 14 contains 69149 members 
Mstep: Class 15 contains 180423 members 
Mstep: Class 16 contains 96877 members 
Mstep: Class 17 contains 94185 members 
Mstep: Class 18 contains 11340 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 9444 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 22526 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 16517 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 18894 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29829 members 
Mstep: Class 29 contains 104111 members 
Mstep: Class 30 contains 30445 members 
Mstep: Class 31 contains 9099 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40981 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 29436 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 20594 members 
Mstep: Class 39 contains 3341 members 
Mstep: Class 40 contains 4466 members 
Mstep: Class 41 contains 2925 members 
Mstep: Class 42 contains 9539 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9505 members 
Mstep: Class 45 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069024.000000 Penalty: 104160.664062
Iteration 264Q: 46 clusters Score -1.54069e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 27583 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 31993 members 
Mstep: Class 6 contains 71394 members 
Mstep: Class 7 contains 35720 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92134 members 
Mstep: Class 10 contains 15493 members 
Mstep: Class 11 contains 82346 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 120403 members 
Mstep: Class 14 contains 69146 members 
Mstep: Class 15 contains 180426 members 
Mstep: Class 16 contains 96880 members 
Mstep: Class 17 contains 94197 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 9450 members 
Mstep: Class 21 contains 7828 members 
Mstep: Class 22 contains 22526 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16516 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 18856 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29825 members 
Mstep: Class 29 contains 104107 members 
Mstep: Class 30 contains 30479 members 
Mstep: Class 31 contains 9092 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40985 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 29434 members 
Mstep: Class 37 contains 2914 members 
Mstep: Class 38 contains 20580 members 
Mstep: Class 39 contains 3344 members 
Mstep: Class 40 contains 4465 members 
Mstep: Class 41 contains 2925 members 
Mstep: Class 42 contains 9540 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9506 members 
Mstep: Class 45 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068928.000000 Penalty: 104160.664062
Iteration 265Q: 46 clusters Score -1.540689e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 27576 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71396 members 
Mstep: Class 7 contains 35716 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92124 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 82348 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 120410 members 
Mstep: Class 14 contains 69144 members 
Mstep: Class 15 contains 180418 members 
Mstep: Class 16 contains 96872 members 
Mstep: Class 17 contains 94217 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 9451 members 
Mstep: Class 21 contains 7828 members 
Mstep: Class 22 contains 22527 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16515 members 
Mstep: Class 25 contains 5351 members 
Mstep: Class 26 contains 18830 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29824 members 
Mstep: Class 29 contains 104102 members 
Mstep: Class 30 contains 30511 members 
Mstep: Class 31 contains 9092 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40990 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 36 contains 29432 members 
Mstep: Class 37 contains 2927 members 
Mstep: Class 38 contains 20571 members 
Mstep: Class 39 contains 3344 members 
Mstep: Class 40 contains 4463 members 
Mstep: Class 41 contains 2926 members 
Mstep: Class 42 contains 9540 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9509 members 
Mstep: Class 45 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 104160.664062
Iteration 266Q: 46 clusters Score -1.540689e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 27577 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 35715 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92115 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 82353 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 120410 members 
Mstep: Class 14 contains 69141 members 
Mstep: Class 15 contains 180417 members 
Mstep: Class 16 contains 96867 members 
Mstep: Class 17 contains 94240 members 
Mstep: Class 18 contains 11342 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 9455 members 
Mstep: Class 21 contains 7828 members 
Mstep: Class 22 contains 22526 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16513 members 
Mstep: Class 25 contains 5353 members 
Mstep: Class 26 contains 18804 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29817 members 
Mstep: Class 29 contains 104096 members 
Mstep: Class 30 contains 30538 members 
Mstep: Class 31 contains 9084 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 40998 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 29434 members 
Mstep: Class 37 contains 2932 members 
Mstep: Class 38 contains 20561 members 
Mstep: Class 39 contains 3345 members 
Mstep: Class 40 contains 4459 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9540 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9513 members 
Mstep: Class 45 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 104160.664062
Iteration 267Q: 46 clusters Score -1.540688e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 27571 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 35720 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92089 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 82353 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 120416 members 
Mstep: Class 14 contains 69137 members 
Mstep: Class 15 contains 180419 members 
Mstep: Class 16 contains 96861 members 
Mstep: Class 17 contains 94251 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 22530 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16511 members 
Mstep: Class 25 contains 5355 members 
Mstep: Class 26 contains 18752 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29814 members 
Mstep: Class 29 contains 104090 members 
Mstep: Class 30 contains 30582 members 
Mstep: Class 31 contains 9084 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 41001 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 29428 members 
Mstep: Class 37 contains 2944 members 
Mstep: Class 38 contains 20560 members 
Mstep: Class 39 contains 3348 members 
Mstep: Class 40 contains 4458 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9540 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9517 members 
Mstep: Class 45 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 104160.664062
Iteration 268Q: 46 clusters Score -1.540687e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155315 members 
Mstep: Class 2 contains 5948 members 
Mstep: Class 3 contains 27572 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 32000 members 
Mstep: Class 6 contains 71399 members 
Mstep: Class 7 contains 35715 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 92073 members 
Mstep: Class 10 contains 15495 members 
Mstep: Class 11 contains 82353 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 120410 members 
Mstep: Class 14 contains 69130 members 
Mstep: Class 15 contains 180415 members 
Mstep: Class 16 contains 96855 members 
Mstep: Class 17 contains 94257 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 3327 members 
Mstep: Class 20 contains 9453 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 22535 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16505 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 26 contains 18722 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29812 members 
Mstep: Class 29 contains 104084 members 
Mstep: Class 30 contains 30624 members 
Mstep: Class 31 contains 9087 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 29421 members 
Mstep: Class 37 contains 2956 members 
Mstep: Class 38 contains 20553 members 
Mstep: Class 39 contains 3350 members 
Mstep: Class 40 contains 4455 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9540 members 
Mstep: Class 43 contains 8337 members 
Mstep: Class 44 contains 9522 members 
Mstep: Class 45 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 104160.664062
Iteration 269Q: 46 clusters Score -1.540688e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 27569 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 31998 members 
Mstep: Class 6 contains 71399 members 
Mstep: Class 7 contains 35715 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92061 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 82352 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 120412 members 
Mstep: Class 14 contains 69127 members 
Mstep: Class 15 contains 180413 members 
Mstep: Class 16 contains 96849 members 
Mstep: Class 17 contains 94269 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 9459 members 
Mstep: Class 21 contains 7839 members 
Mstep: Class 22 contains 22541 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16504 members 
Mstep: Class 25 contains 5357 members 
Mstep: Class 26 contains 18677 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29815 members 
Mstep: Class 29 contains 104079 members 
Mstep: Class 30 contains 30665 members 
Mstep: Class 31 contains 9090 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 41004 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 29414 members 
Mstep: Class 37 contains 2963 members 
Mstep: Class 38 contains 20547 members 
Mstep: Class 39 contains 3352 members 
Mstep: Class 40 contains 4452 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9541 members 
Mstep: Class 43 contains 8339 members 
Mstep: Class 44 contains 9525 members 
Mstep: Class 45 contains 7606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068944.000000 Penalty: 104160.664062
Iteration 270Q: 46 clusters Score -1.540689e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 27565 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 71398 members 
Mstep: Class 7 contains 35710 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92037 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 82350 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 120413 members 
Mstep: Class 14 contains 69127 members 
Mstep: Class 15 contains 180410 members 
Mstep: Class 16 contains 96841 members 
Mstep: Class 17 contains 94276 members 
Mstep: Class 18 contains 11344 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 9471 members 
Mstep: Class 21 contains 7842 members 
Mstep: Class 22 contains 22546 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16503 members 
Mstep: Class 25 contains 5359 members 
Mstep: Class 26 contains 18633 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29810 members 
Mstep: Class 29 contains 104078 members 
Mstep: Class 30 contains 30715 members 
Mstep: Class 31 contains 9082 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 41008 members 
Mstep: Class 35 contains 5635 members 
Mstep: Class 36 contains 29407 members 
Mstep: Class 37 contains 2975 members 
Mstep: Class 38 contains 20542 members 
Mstep: Class 39 contains 3355 members 
Mstep: Class 40 contains 4450 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9541 members 
Mstep: Class 43 contains 8341 members 
Mstep: Class 44 contains 9526 members 
Mstep: Class 45 contains 7607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 104160.664062
Iteration 271Q: 46 clusters Score -1.540688e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155338 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 27564 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 31996 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 35702 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 92007 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 120409 members 
Mstep: Class 14 contains 69125 members 
Mstep: Class 15 contains 180414 members 
Mstep: Class 16 contains 96835 members 
Mstep: Class 17 contains 94297 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 9476 members 
Mstep: Class 21 contains 7845 members 
Mstep: Class 22 contains 22548 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16504 members 
Mstep: Class 25 contains 5363 members 
Mstep: Class 26 contains 18596 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29797 members 
Mstep: Class 29 contains 104076 members 
Mstep: Class 30 contains 30771 members 
Mstep: Class 31 contains 9076 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 41009 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29401 members 
Mstep: Class 37 contains 2988 members 
Mstep: Class 38 contains 20535 members 
Mstep: Class 39 contains 3357 members 
Mstep: Class 40 contains 4450 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9542 members 
Mstep: Class 43 contains 8340 members 
Mstep: Class 44 contains 9526 members 
Mstep: Class 45 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 104160.664062
Iteration 272Q: 46 clusters Score -1.540689e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 27562 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 31994 members 
Mstep: Class 6 contains 71401 members 
Mstep: Class 7 contains 35694 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 91974 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 82358 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 120410 members 
Mstep: Class 14 contains 69123 members 
Mstep: Class 15 contains 180409 members 
Mstep: Class 16 contains 96833 members 
Mstep: Class 17 contains 94309 members 
Mstep: Class 18 contains 11345 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 9479 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 22551 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16501 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 18559 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29787 members 
Mstep: Class 29 contains 104071 members 
Mstep: Class 30 contains 30838 members 
Mstep: Class 31 contains 9075 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 41010 members 
Mstep: Class 35 contains 5638 members 
Mstep: Class 36 contains 29391 members 
Mstep: Class 37 contains 2994 members 
Mstep: Class 38 contains 20529 members 
Mstep: Class 39 contains 3358 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9544 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9526 members 
Mstep: Class 45 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 104160.664062
Iteration 273Q: 46 clusters Score -1.540688e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 27561 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 31996 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 35691 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 91952 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82359 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 120413 members 
Mstep: Class 14 contains 69124 members 
Mstep: Class 15 contains 180409 members 
Mstep: Class 16 contains 96831 members 
Mstep: Class 17 contains 94323 members 
Mstep: Class 18 contains 11346 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 9477 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 22556 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16500 members 
Mstep: Class 25 contains 5371 members 
Mstep: Class 26 contains 18529 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29781 members 
Mstep: Class 29 contains 104068 members 
Mstep: Class 30 contains 30893 members 
Mstep: Class 31 contains 9063 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41011 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 29390 members 
Mstep: Class 37 contains 2999 members 
Mstep: Class 38 contains 20525 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 4445 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9546 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9527 members 
Mstep: Class 45 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 104160.664062
Iteration 274Q: 46 clusters Score -1.540688e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 27554 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 31994 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 35688 members 
Mstep: Class 8 contains 6854 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82359 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 120420 members 
Mstep: Class 14 contains 69126 members 
Mstep: Class 15 contains 180409 members 
Mstep: Class 16 contains 96827 members 
Mstep: Class 17 contains 94338 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 9477 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 22562 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 5373 members 
Mstep: Class 26 contains 18495 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29779 members 
Mstep: Class 29 contains 104063 members 
Mstep: Class 30 contains 30948 members 
Mstep: Class 31 contains 9063 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41013 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 29389 members 
Mstep: Class 37 contains 3004 members 
Mstep: Class 38 contains 20523 members 
Mstep: Class 39 contains 3359 members 
Mstep: Class 40 contains 4445 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9546 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9528 members 
Mstep: Class 45 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 104160.664062
Iteration 275Q: 46 clusters Score -1.540689e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 5960 members 
Mstep: Class 3 contains 27549 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 35669 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 91930 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82359 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 120419 members 
Mstep: Class 14 contains 69125 members 
Mstep: Class 15 contains 180409 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94361 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 9478 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 22566 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 5378 members 
Mstep: Class 26 contains 18445 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29776 members 
Mstep: Class 29 contains 104059 members 
Mstep: Class 30 contains 31020 members 
Mstep: Class 31 contains 9058 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41014 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 29384 members 
Mstep: Class 37 contains 3008 members 
Mstep: Class 38 contains 20520 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9548 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9529 members 
Mstep: Class 45 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 104160.664062
Iteration 276Q: 46 clusters Score -1.540688e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 27545 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 31998 members 
Mstep: Class 6 contains 71397 members 
Mstep: Class 7 contains 35650 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82357 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 120417 members 
Mstep: Class 14 contains 69127 members 
Mstep: Class 15 contains 180408 members 
Mstep: Class 16 contains 96833 members 
Mstep: Class 17 contains 94391 members 
Mstep: Class 18 contains 11347 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9481 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 22566 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16500 members 
Mstep: Class 25 contains 5381 members 
Mstep: Class 26 contains 18403 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29773 members 
Mstep: Class 29 contains 104058 members 
Mstep: Class 30 contains 31077 members 
Mstep: Class 31 contains 9050 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41014 members 
Mstep: Class 35 contains 5639 members 
Mstep: Class 36 contains 29387 members 
Mstep: Class 37 contains 3011 members 
Mstep: Class 38 contains 20512 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9550 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9530 members 
Mstep: Class 45 contains 7594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 104160.664062
Iteration 277Q: 46 clusters Score -1.540688e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 5967 members 
Mstep: Class 3 contains 27543 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 31996 members 
Mstep: Class 6 contains 71393 members 
Mstep: Class 7 contains 35643 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120412 members 
Mstep: Class 14 contains 69125 members 
Mstep: Class 15 contains 180419 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94424 members 
Mstep: Class 18 contains 11348 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 7886 members 
Mstep: Class 22 contains 22568 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16500 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 18377 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29768 members 
Mstep: Class 29 contains 104056 members 
Mstep: Class 30 contains 31123 members 
Mstep: Class 31 contains 9044 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41008 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 29387 members 
Mstep: Class 37 contains 3012 members 
Mstep: Class 38 contains 20510 members 
Mstep: Class 39 contains 3359 members 
Mstep: Class 40 contains 4440 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9552 members 
Mstep: Class 43 contains 8336 members 
Mstep: Class 44 contains 9531 members 
Mstep: Class 45 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 104160.664062
Iteration 278Q: 46 clusters Score -1.540689e+08 nChanged 306
Entering ConstructFrom: 
Score: -154068896.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (155211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155211 members 
Entering Unmasked Estep 
Score: -16276519.000000 Penalty: 1942.287842
	Iteration 0F: 2 clusters Score -1.627652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -16176425.000000 Penalty: 3884.575684
	Iteration 0F: 3 clusters Score -1.617642e+07 nChanged 74995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -16220224.000000 Penalty: 3884.575684
	Iteration 1F: 3 clusters Score -1.622022e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -16221144.000000 Penalty: 3884.575684
	Iteration 2Q: 3 clusters Score -1.622114e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -16222472.000000 Penalty: 3884.575684
	Iteration 3Q: 3 clusters Score -1.622247e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -16224873.000000 Penalty: 3884.575684
	Iteration 4Q: 3 clusters Score -1.622487e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -16229289.000000 Penalty: 3884.575684
	Iteration 5F: 3 clusters Score -1.622929e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -16236826.000000 Penalty: 3884.575684
	Iteration 6F: 3 clusters Score -1.623683e+07 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -16248048.000000 Penalty: 3884.575684
	Iteration 7F: 3 clusters Score -1.624805e+07 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 138104 members 
Entering Unmasked Estep 
Score: -16260673.000000 Penalty: 3884.575684
	Iteration 8F: 3 clusters Score -1.626067e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -16269765.000000 Penalty: 3884.575684
	Iteration 9F: 3 clusters Score -1.626976e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -16273339.000000 Penalty: 3884.575684
	Iteration 10Q: 3 clusters Score -1.627334e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -16274290.000000 Penalty: 3884.575684
	Iteration 11Q: 3 clusters Score -1.627429e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -16274569.000000 Penalty: 3884.575684
	Iteration 12Q: 3 clusters Score -1.627457e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -16274699.000000 Penalty: 3884.575684
	Iteration 13Q: 3 clusters Score -1.62747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -16274781.000000 Penalty: 3884.575684
	Iteration 14Q: 3 clusters Score -1.627478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -16274811.000000 Penalty: 3884.575684
	Iteration 15Q: 3 clusters Score -1.627481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -16274837.000000 Penalty: 3884.575684
	Iteration 16Q: 3 clusters Score -1.627484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -16274835.000000 Penalty: 3884.575684
	Iteration 17Q: 3 clusters Score -1.627484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -16274846.000000 Penalty: 3884.575684
	Iteration 18Q: 3 clusters Score -1.627485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -16274871.000000 Penalty: 3884.575684
	Iteration 19Q: 3 clusters Score -1.627487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -16274880.000000 Penalty: 3884.575684
	Iteration 20F: 3 clusters Score -1.627488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -16274890.000000 Penalty: 3884.575684
	Iteration 21Q: 3 clusters Score -1.627489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -16274898.000000 Penalty: 3884.575684
	Iteration 22Q: 3 clusters Score -1.62749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -16274903.000000 Penalty: 3884.575684
	Iteration 23Q: 3 clusters Score -1.62749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -16274910.000000 Penalty: 3884.575684
	Iteration 24Q: 3 clusters Score -1.627491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -16274918.000000 Penalty: 3884.575684
	Iteration 25Q: 3 clusters Score -1.627492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -16274921.000000 Penalty: 3884.575684
	Iteration 26Q: 3 clusters Score -1.627492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -16274920.000000 Penalty: 3884.575684
	Iteration 27Q: 3 clusters Score -1.627492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -16274920.000000 Penalty: 3884.575684
	Iteration 28F: 3 clusters Score -1.627492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -540900.062500 Penalty: 1412.802124
	Iteration 0F: 2 clusters Score -540900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -536364.937500 Penalty: 2825.604248
	Iteration 0F: 3 clusters Score -536364.9 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -537893.875000 Penalty: 2825.604248
	Iteration 1F: 3 clusters Score -537893.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -538288.937500 Penalty: 2825.604248
	Iteration 2F: 3 clusters Score -538288.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -538617.625000 Penalty: 2825.604248
	Iteration 3F: 3 clusters Score -538617.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -538935.875000 Penalty: 2825.604248
	Iteration 4F: 3 clusters Score -538935.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -539207.500000 Penalty: 2825.604248
	Iteration 5F: 3 clusters Score -539207.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -539434.750000 Penalty: 2825.604248
	Iteration 6F: 3 clusters Score -539434.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -539635.687500 Penalty: 2825.604248
	Iteration 7Q: 3 clusters Score -539635.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -539830.187500 Penalty: 2825.604248
	Iteration 8Q: 3 clusters Score -539830.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -539995.625000 Penalty: 2825.604248
	Iteration 9Q: 3 clusters Score -539995.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -540177.687500 Penalty: 2825.604248
	Iteration 10Q: 3 clusters Score -540177.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -540336.687500 Penalty: 2825.604248
	Iteration 11Q: 3 clusters Score -540336.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -540451.687500 Penalty: 2825.604248
	Iteration 12Q: 3 clusters Score -540451.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -540555.562500 Penalty: 2825.604248
	Iteration 13Q: 3 clusters Score -540555.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -540643.437500 Penalty: 2825.604248
	Iteration 14Q: 3 clusters Score -540643.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -540704.812500 Penalty: 2825.604248
	Iteration 15Q: 3 clusters Score -540704.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -540747.562500 Penalty: 2825.604248
	Iteration 16Q: 3 clusters Score -540747.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -540782.187500 Penalty: 2825.604248
	Iteration 17Q: 3 clusters Score -540782.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -540815.875000 Penalty: 2825.604248
	Iteration 18Q: 3 clusters Score -540815.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -540842.875000 Penalty: 2825.604248
	Iteration 19Q: 3 clusters Score -540842.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -540870.875000 Penalty: 2825.604248
	Iteration 20F: 3 clusters Score -540870.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -540899.187500 Penalty: 2825.604248
	Iteration 21Q: 3 clusters Score -540899.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -540956.062500 Penalty: 2825.604248
	Iteration 22Q: 3 clusters Score -540956.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -541027.125000 Penalty: 2825.604248
	Iteration 23Q: 3 clusters Score -541027.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -541081.125000 Penalty: 2825.604248
	Iteration 24Q: 3 clusters Score -541081.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -541119.250000 Penalty: 2825.604248
	Iteration 25Q: 3 clusters Score -541119.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -541142.875000 Penalty: 2825.604248
	Iteration 26Q: 3 clusters Score -541142.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -541164.062500 Penalty: 2825.604248
	Iteration 27Q: 3 clusters Score -541164.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -541181.125000 Penalty: 2825.604248
	Iteration 28Q: 3 clusters Score -541181.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -541196.687500 Penalty: 2825.604248
	Iteration 29Q: 3 clusters Score -541196.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -541208.937500 Penalty: 2825.604248
	Iteration 30Q: 3 clusters Score -541208.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -541217.000000 Penalty: 2825.604248
	Iteration 31Q: 3 clusters Score -541217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -541222.562500 Penalty: 2825.604248
	Iteration 32Q: 3 clusters Score -541222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -541228.500000 Penalty: 2825.604248
	Iteration 33Q: 3 clusters Score -541228.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -541234.687500 Penalty: 2825.604248
	Iteration 34Q: 3 clusters Score -541234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -541239.375000 Penalty: 2825.604248
	Iteration 35Q: 3 clusters Score -541239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -541241.937500 Penalty: 2825.604248
	Iteration 36Q: 3 clusters Score -541241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -541242.750000 Penalty: 2825.604248
	Iteration 37Q: 3 clusters Score -541242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -541244.562500 Penalty: 2825.604248
	Iteration 38Q: 3 clusters Score -541244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -541243.250000 Penalty: 2825.604248
	Iteration 39Q: 3 clusters Score -541243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -541244.062500 Penalty: 2825.604248
	Iteration 40F: 3 clusters Score -541244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 2611 members 
Entering Unmasked Estep 
Score: -154068496.000000 Penalty: 106475.343750
Splitting cluster 2 changes total score from -154068896.000000 to -154068496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Entering Unmasked Estep 
Score: -2827822.250000 Penalty: 1661.307495
	Iteration 0F: 2 clusters Score -2827822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2809324.500000 Penalty: 3322.614990
	Iteration 0F: 3 clusters Score -2809324 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2816342.750000 Penalty: 3322.614990
	Iteration 1F: 3 clusters Score -2816343 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2816922.500000 Penalty: 3322.614990
	Iteration 2F: 3 clusters Score -2816922 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2817690.250000 Penalty: 3322.614990
	Iteration 3F: 3 clusters Score -2817690 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2818699.750000 Penalty: 3322.614990
	Iteration 4F: 3 clusters Score -2818700 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2819915.000000 Penalty: 3322.614990
	Iteration 5F: 3 clusters Score -2819915 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2821307.000000 Penalty: 3322.614990
	Iteration 6F: 3 clusters Score -2821307 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2822696.500000 Penalty: 3322.614990
	Iteration 7F: 3 clusters Score -2822696 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2824040.000000 Penalty: 3322.614990
	Iteration 8F: 3 clusters Score -2824040 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2825067.000000 Penalty: 3322.614990
	Iteration 9Q: 3 clusters Score -2825067 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2825718.500000 Penalty: 3322.614990
	Iteration 10Q: 3 clusters Score -2825718 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2826068.000000 Penalty: 3322.614990
	Iteration 11Q: 3 clusters Score -2826068 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2826294.500000 Penalty: 3322.614990
	Iteration 12Q: 3 clusters Score -2826294 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2826419.250000 Penalty: 3322.614990
	Iteration 13Q: 3 clusters Score -2826419 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2826525.250000 Penalty: 3322.614990
	Iteration 14Q: 3 clusters Score -2826525 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -2826598.000000 Penalty: 3322.614990
	Iteration 15Q: 3 clusters Score -2826598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2826653.500000 Penalty: 3322.614990
	Iteration 16Q: 3 clusters Score -2826654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2826710.250000 Penalty: 3322.614990
	Iteration 17Q: 3 clusters Score -2826710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2826738.250000 Penalty: 3322.614990
	Iteration 18Q: 3 clusters Score -2826738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2826759.750000 Penalty: 3322.614990
	Iteration 19Q: 3 clusters Score -2826760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2826792.000000 Penalty: 3322.614990
	Iteration 20F: 3 clusters Score -2826792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2826817.500000 Penalty: 3322.614990
	Iteration 21Q: 3 clusters Score -2826818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2826864.250000 Penalty: 3322.614990
	Iteration 22Q: 3 clusters Score -2826864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2826890.250000 Penalty: 3322.614990
	Iteration 23Q: 3 clusters Score -2826890 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2826909.500000 Penalty: 3322.614990
	Iteration 24Q: 3 clusters Score -2826910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2826921.750000 Penalty: 3322.614990
	Iteration 25Q: 3 clusters Score -2826922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2826934.500000 Penalty: 3322.614990
	Iteration 26Q: 3 clusters Score -2826934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2826949.500000 Penalty: 3322.614990
	Iteration 27Q: 3 clusters Score -2826950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2826961.500000 Penalty: 3322.614990
	Iteration 28Q: 3 clusters Score -2826962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2826960.250000 Penalty: 3322.614990
	Iteration 29Q: 3 clusters Score -2826960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2826968.000000 Penalty: 3322.614990
	Iteration 30Q: 3 clusters Score -2826968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2826962.000000 Penalty: 3322.614990
	Iteration 31Q: 3 clusters Score -2826962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2826968.500000 Penalty: 3322.614990
	Iteration 32Q: 3 clusters Score -2826968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2826969.500000 Penalty: 3322.614990
	Iteration 33Q: 3 clusters Score -2826970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2826968.500000 Penalty: 3322.614990
	Iteration 34Q: 3 clusters Score -2826968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2826969.250000 Penalty: 3322.614990
	Iteration 35Q: 3 clusters Score -2826969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2826970.250000 Penalty: 3322.614990
	Iteration 36Q: 3 clusters Score -2826970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2826967.750000 Penalty: 3322.614990
	Iteration 37Q: 3 clusters Score -2826968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2826976.000000 Penalty: 3322.614990
	Iteration 38Q: 3 clusters Score -2826976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2826971.000000 Penalty: 3322.614990
	Iteration 39Q: 3 clusters Score -2826971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2826971.250000 Penalty: 3322.614990
	Iteration 40F: 3 clusters Score -2826971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2826973.500000 Penalty: 3322.614990
	Iteration 41Q: 3 clusters Score -2826974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -2826974.750000 Penalty: 3322.614990
	Iteration 42Q: 3 clusters Score -2826975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2826975.000000 Penalty: 3322.614990
	Iteration 43Q: 3 clusters Score -2826975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2826976.000000 Penalty: 3322.614990
	Iteration 44Q: 3 clusters Score -2826976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2826978.750000 Penalty: 3322.614990
	Iteration 45Q: 3 clusters Score -2826979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2826980.500000 Penalty: 3322.614990
	Iteration 46Q: 3 clusters Score -2826980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2826985.750000 Penalty: 3322.614990
	Iteration 47Q: 3 clusters Score -2826986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -2826991.500000 Penalty: 3322.614990
	Iteration 48Q: 3 clusters Score -2826992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2826989.750000 Penalty: 3322.614990
	Iteration 49Q: 3 clusters Score -2826990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2826989.250000 Penalty: 3322.614990
	Iteration 50Q: 3 clusters Score -2826989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2826989.500000 Penalty: 3322.614990
	Iteration 51Q: 3 clusters Score -2826990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2826992.750000 Penalty: 3322.614990
	Iteration 52Q: 3 clusters Score -2826993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -2826992.250000 Penalty: 3322.614990
	Iteration 53Q: 3 clusters Score -2826992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2826998.000000 Penalty: 3322.614990
	Iteration 54Q: 3 clusters Score -2826998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2826997.750000 Penalty: 3322.614990
	Iteration 55Q: 3 clusters Score -2826998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2826997.500000 Penalty: 3322.614990
	Iteration 56Q: 3 clusters Score -2826998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2827001.250000 Penalty: 3322.614990
	Iteration 57Q: 3 clusters Score -2827001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2827000.250000 Penalty: 3322.614990
	Iteration 58Q: 3 clusters Score -2827000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -2827000.250000 Penalty: 3322.614990
	Iteration 59F: 3 clusters Score -2827000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Entering Unmasked Estep 
Score: -1496063.500000 Penalty: 1562.112793
	Iteration 0F: 2 clusters Score -1496064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1485742.250000 Penalty: 3124.225586
	Iteration 0F: 3 clusters Score -1485742 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1489941.375000 Penalty: 3124.225586
	Iteration 1F: 3 clusters Score -1489941 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1490931.375000 Penalty: 3124.225586
	Iteration 2F: 3 clusters Score -1490931 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1491849.500000 Penalty: 3124.225586
	Iteration 3F: 3 clusters Score -1491850 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1492546.000000 Penalty: 3124.225586
	Iteration 4F: 3 clusters Score -1492546 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1493016.125000 Penalty: 3124.225586
	Iteration 5F: 3 clusters Score -1493016 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1493323.625000 Penalty: 3124.225586
	Iteration 6Q: 3 clusters Score -1493324 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1493533.875000 Penalty: 3124.225586
	Iteration 7Q: 3 clusters Score -1493534 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1493684.750000 Penalty: 3124.225586
	Iteration 8Q: 3 clusters Score -1493685 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1493785.000000 Penalty: 3124.225586
	Iteration 9Q: 3 clusters Score -1493785 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1493879.125000 Penalty: 3124.225586
	Iteration 10Q: 3 clusters Score -1493879 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1493964.250000 Penalty: 3124.225586
	Iteration 11Q: 3 clusters Score -1493964 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1494048.750000 Penalty: 3124.225586
	Iteration 12Q: 3 clusters Score -1494049 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1494141.500000 Penalty: 3124.225586
	Iteration 13Q: 3 clusters Score -1494142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1494243.750000 Penalty: 3124.225586
	Iteration 14Q: 3 clusters Score -1494244 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1494351.000000 Penalty: 3124.225586
	Iteration 15Q: 3 clusters Score -1494351 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1494440.875000 Penalty: 3124.225586
	Iteration 16Q: 3 clusters Score -1494441 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1494514.125000 Penalty: 3124.225586
	Iteration 17Q: 3 clusters Score -1494514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1494591.000000 Penalty: 3124.225586
	Iteration 18Q: 3 clusters Score -1494591 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1494662.375000 Penalty: 3124.225586
	Iteration 19Q: 3 clusters Score -1494662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1494738.625000 Penalty: 3124.225586
	Iteration 20F: 3 clusters Score -1494739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1494821.625000 Penalty: 3124.225586
	Iteration 21Q: 3 clusters Score -1494822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1494917.875000 Penalty: 3124.225586
	Iteration 22Q: 3 clusters Score -1494918 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1495003.125000 Penalty: 3124.225586
	Iteration 23Q: 3 clusters Score -1495003 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1495081.625000 Penalty: 3124.225586
	Iteration 24Q: 3 clusters Score -1495082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1495136.875000 Penalty: 3124.225586
	Iteration 25Q: 3 clusters Score -1495137 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1495179.375000 Penalty: 3124.225586
	Iteration 26Q: 3 clusters Score -1495179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1495215.375000 Penalty: 3124.225586
	Iteration 27Q: 3 clusters Score -1495215 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1495248.750000 Penalty: 3124.225586
	Iteration 28Q: 3 clusters Score -1495249 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1495292.750000 Penalty: 3124.225586
	Iteration 29Q: 3 clusters Score -1495293 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1495317.625000 Penalty: 3124.225586
	Iteration 30Q: 3 clusters Score -1495318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1495344.000000 Penalty: 3124.225586
	Iteration 31Q: 3 clusters Score -1495344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1495357.750000 Penalty: 3124.225586
	Iteration 32Q: 3 clusters Score -1495358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1495360.750000 Penalty: 3124.225586
	Iteration 33Q: 3 clusters Score -1495361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1495372.500000 Penalty: 3124.225586
	Iteration 34Q: 3 clusters Score -1495372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1495378.375000 Penalty: 3124.225586
	Iteration 35Q: 3 clusters Score -1495378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1495385.250000 Penalty: 3124.225586
	Iteration 36Q: 3 clusters Score -1495385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1495392.000000 Penalty: 3124.225586
	Iteration 37Q: 3 clusters Score -1495392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1495407.375000 Penalty: 3124.225586
	Iteration 38Q: 3 clusters Score -1495407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1495424.000000 Penalty: 3124.225586
	Iteration 39Q: 3 clusters Score -1495424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1495430.500000 Penalty: 3124.225586
	Iteration 40F: 3 clusters Score -1495430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1495435.000000 Penalty: 3124.225586
	Iteration 41Q: 3 clusters Score -1495435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1495444.250000 Penalty: 3124.225586
	Iteration 42Q: 3 clusters Score -1495444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1495451.750000 Penalty: 3124.225586
	Iteration 43Q: 3 clusters Score -1495452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1495462.875000 Penalty: 3124.225586
	Iteration 44Q: 3 clusters Score -1495463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1495474.250000 Penalty: 3124.225586
	Iteration 45Q: 3 clusters Score -1495474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1495480.125000 Penalty: 3124.225586
	Iteration 46Q: 3 clusters Score -1495480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1495484.375000 Penalty: 3124.225586
	Iteration 47Q: 3 clusters Score -1495484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1495484.625000 Penalty: 3124.225586
	Iteration 48Q: 3 clusters Score -1495485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1495486.125000 Penalty: 3124.225586
	Iteration 49Q: 3 clusters Score -1495486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1495483.750000 Penalty: 3124.225586
	Iteration 50Q: 3 clusters Score -1495484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1495487.125000 Penalty: 3124.225586
	Iteration 51Q: 3 clusters Score -1495487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1495490.875000 Penalty: 3124.225586
	Iteration 52Q: 3 clusters Score -1495491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1495497.875000 Penalty: 3124.225586
	Iteration 53Q: 3 clusters Score -1495498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1495500.875000 Penalty: 3124.225586
	Iteration 54Q: 3 clusters Score -1495501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1495506.250000 Penalty: 3124.225586
	Iteration 55Q: 3 clusters Score -1495506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1495508.375000 Penalty: 3124.225586
	Iteration 56Q: 3 clusters Score -1495508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1495506.875000 Penalty: 3124.225586
	Iteration 57Q: 3 clusters Score -1495507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1495509.125000 Penalty: 3124.225586
	Iteration 58Q: 3 clusters Score -1495509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1495510.375000 Penalty: 3124.225586
	Iteration 59Q: 3 clusters Score -1495510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1495513.500000 Penalty: 3124.225586
	Iteration 60F: 3 clusters Score -1495514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1495511.750000 Penalty: 3124.225586
	Iteration 61Q: 3 clusters Score -1495512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1495516.750000 Penalty: 3124.225586
	Iteration 62Q: 3 clusters Score -1495517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1495516.500000 Penalty: 3124.225586
	Iteration 63Q: 3 clusters Score -1495516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1495517.250000 Penalty: 3124.225586
	Iteration 64Q: 3 clusters Score -1495517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1495516.875000 Penalty: 3124.225586
	Iteration 65Q: 3 clusters Score -1495517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1495520.250000 Penalty: 3124.225586
	Iteration 66Q: 3 clusters Score -1495520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1495516.625000 Penalty: 3124.225586
	Iteration 67Q: 3 clusters Score -1495517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1495522.000000 Penalty: 3124.225586
	Iteration 68Q: 3 clusters Score -1495522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1495521.000000 Penalty: 3124.225586
	Iteration 69Q: 3 clusters Score -1495521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1495519.375000 Penalty: 3124.225586
	Iteration 70Q: 3 clusters Score -1495519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1495519.750000 Penalty: 3124.225586
	Iteration 71Q: 3 clusters Score -1495520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1495521.375000 Penalty: 3124.225586
	Iteration 72Q: 3 clusters Score -1495521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1495521.500000 Penalty: 3124.225586
	Iteration 73Q: 3 clusters Score -1495522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1495522.375000 Penalty: 3124.225586
	Iteration 74Q: 3 clusters Score -1495522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1495522.375000 Penalty: 3124.225586
	Iteration 75F: 3 clusters Score -1495522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Entering Unmasked Estep 
Score: -3256737.750000 Penalty: 1685.666870
	Iteration 0F: 2 clusters Score -3256738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3235218.250000 Penalty: 3371.333740
	Iteration 0F: 3 clusters Score -3235218 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3243669.500000 Penalty: 3371.333740
	Iteration 1F: 3 clusters Score -3243670 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3244506.250000 Penalty: 3371.333740
	Iteration 2F: 3 clusters Score -3244506 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3245553.000000 Penalty: 3371.333740
	Iteration 3F: 3 clusters Score -3245553 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3246776.250000 Penalty: 3371.333740
	Iteration 4F: 3 clusters Score -3246776 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3248165.250000 Penalty: 3371.333740
	Iteration 5F: 3 clusters Score -3248165 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3249475.750000 Penalty: 3371.333740
	Iteration 6F: 3 clusters Score -3249476 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3250654.500000 Penalty: 3371.333740
	Iteration 7F: 3 clusters Score -3250654 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3251480.750000 Penalty: 3371.333740
	Iteration 8F: 3 clusters Score -3251481 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3252022.750000 Penalty: 3371.333740
	Iteration 9Q: 3 clusters Score -3252023 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3252408.000000 Penalty: 3371.333740
	Iteration 10Q: 3 clusters Score -3252408 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3252664.500000 Penalty: 3371.333740
	Iteration 11Q: 3 clusters Score -3252664 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3252880.500000 Penalty: 3371.333740
	Iteration 12Q: 3 clusters Score -3252880 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3253056.250000 Penalty: 3371.333740
	Iteration 13Q: 3 clusters Score -3253056 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3253233.000000 Penalty: 3371.333740
	Iteration 14Q: 3 clusters Score -3253233 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3253408.000000 Penalty: 3371.333740
	Iteration 15Q: 3 clusters Score -3253408 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3253566.000000 Penalty: 3371.333740
	Iteration 16Q: 3 clusters Score -3253566 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3253717.750000 Penalty: 3371.333740
	Iteration 17Q: 3 clusters Score -3253718 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3253822.000000 Penalty: 3371.333740
	Iteration 18Q: 3 clusters Score -3253822 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3253887.750000 Penalty: 3371.333740
	Iteration 19Q: 3 clusters Score -3253888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3253954.750000 Penalty: 3371.333740
	Iteration 20F: 3 clusters Score -3253955 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3254015.750000 Penalty: 3371.333740
	Iteration 21Q: 3 clusters Score -3254016 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3254063.500000 Penalty: 3371.333740
	Iteration 22Q: 3 clusters Score -3254064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3254107.750000 Penalty: 3371.333740
	Iteration 23Q: 3 clusters Score -3254108 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3254135.750000 Penalty: 3371.333740
	Iteration 24Q: 3 clusters Score -3254136 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3254193.750000 Penalty: 3371.333740
	Iteration 25Q: 3 clusters Score -3254194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3254211.750000 Penalty: 3371.333740
	Iteration 26Q: 3 clusters Score -3254212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3254247.250000 Penalty: 3371.333740
	Iteration 27Q: 3 clusters Score -3254247 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3254284.250000 Penalty: 3371.333740
	Iteration 28Q: 3 clusters Score -3254284 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3254309.750000 Penalty: 3371.333740
	Iteration 29Q: 3 clusters Score -3254310 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3254337.500000 Penalty: 3371.333740
	Iteration 30Q: 3 clusters Score -3254338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3254373.000000 Penalty: 3371.333740
	Iteration 31Q: 3 clusters Score -3254373 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3254414.750000 Penalty: 3371.333740
	Iteration 32Q: 3 clusters Score -3254415 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3254457.000000 Penalty: 3371.333740
	Iteration 33Q: 3 clusters Score -3254457 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3254502.250000 Penalty: 3371.333740
	Iteration 34Q: 3 clusters Score -3254502 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3254523.750000 Penalty: 3371.333740
	Iteration 35Q: 3 clusters Score -3254524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3254572.500000 Penalty: 3371.333740
	Iteration 36Q: 3 clusters Score -3254572 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3254635.250000 Penalty: 3371.333740
	Iteration 37Q: 3 clusters Score -3254635 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3254660.250000 Penalty: 3371.333740
	Iteration 38Q: 3 clusters Score -3254660 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3254708.000000 Penalty: 3371.333740
	Iteration 39Q: 3 clusters Score -3254708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3254748.500000 Penalty: 3371.333740
	Iteration 40F: 3 clusters Score -3254748 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3254793.500000 Penalty: 3371.333740
	Iteration 41Q: 3 clusters Score -3254794 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3254829.500000 Penalty: 3371.333740
	Iteration 42Q: 3 clusters Score -3254830 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3254892.750000 Penalty: 3371.333740
	Iteration 43Q: 3 clusters Score -3254893 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3254927.000000 Penalty: 3371.333740
	Iteration 44Q: 3 clusters Score -3254927 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3254968.000000 Penalty: 3371.333740
	Iteration 45Q: 3 clusters Score -3254968 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3255027.500000 Penalty: 3371.333740
	Iteration 46Q: 3 clusters Score -3255028 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3255078.500000 Penalty: 3371.333740
	Iteration 47Q: 3 clusters Score -3255078 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3255121.750000 Penalty: 3371.333740
	Iteration 48Q: 3 clusters Score -3255122 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3255167.000000 Penalty: 3371.333740
	Iteration 49Q: 3 clusters Score -3255167 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3255209.250000 Penalty: 3371.333740
	Iteration 50Q: 3 clusters Score -3255209 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3255270.500000 Penalty: 3371.333740
	Iteration 51Q: 3 clusters Score -3255270 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3255299.500000 Penalty: 3371.333740
	Iteration 52Q: 3 clusters Score -3255300 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3255356.000000 Penalty: 3371.333740
	Iteration 53Q: 3 clusters Score -3255356 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3255407.250000 Penalty: 3371.333740
	Iteration 54Q: 3 clusters Score -3255407 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3255450.250000 Penalty: 3371.333740
	Iteration 55Q: 3 clusters Score -3255450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3255480.000000 Penalty: 3371.333740
	Iteration 56Q: 3 clusters Score -3255480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3255515.000000 Penalty: 3371.333740
	Iteration 57Q: 3 clusters Score -3255515 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3255557.500000 Penalty: 3371.333740
	Iteration 58Q: 3 clusters Score -3255558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3255594.250000 Penalty: 3371.333740
	Iteration 59Q: 3 clusters Score -3255594 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3255607.000000 Penalty: 3371.333740
	Iteration 60F: 3 clusters Score -3255607 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3255631.750000 Penalty: 3371.333740
	Iteration 61Q: 3 clusters Score -3255632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3255651.000000 Penalty: 3371.333740
	Iteration 62Q: 3 clusters Score -3255651 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3255679.750000 Penalty: 3371.333740
	Iteration 63Q: 3 clusters Score -3255680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3255692.000000 Penalty: 3371.333740
	Iteration 64Q: 3 clusters Score -3255692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3255701.750000 Penalty: 3371.333740
	Iteration 65Q: 3 clusters Score -3255702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3255716.250000 Penalty: 3371.333740
	Iteration 66Q: 3 clusters Score -3255716 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3255736.000000 Penalty: 3371.333740
	Iteration 67Q: 3 clusters Score -3255736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3255749.750000 Penalty: 3371.333740
	Iteration 68Q: 3 clusters Score -3255750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3255764.000000 Penalty: 3371.333740
	Iteration 69Q: 3 clusters Score -3255764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3255773.000000 Penalty: 3371.333740
	Iteration 70Q: 3 clusters Score -3255773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3255781.000000 Penalty: 3371.333740
	Iteration 71Q: 3 clusters Score -3255781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3255802.500000 Penalty: 3371.333740
	Iteration 72Q: 3 clusters Score -3255802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3255813.000000 Penalty: 3371.333740
	Iteration 73Q: 3 clusters Score -3255813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3255829.250000 Penalty: 3371.333740
	Iteration 74Q: 3 clusters Score -3255829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3255843.250000 Penalty: 3371.333740
	Iteration 75Q: 3 clusters Score -3255843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3255847.500000 Penalty: 3371.333740
	Iteration 76Q: 3 clusters Score -3255848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3255857.250000 Penalty: 3371.333740
	Iteration 77Q: 3 clusters Score -3255857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3255854.000000 Penalty: 3371.333740
	Iteration 78Q: 3 clusters Score -3255854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3255866.750000 Penalty: 3371.333740
	Iteration 79Q: 3 clusters Score -3255867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3255870.750000 Penalty: 3371.333740
	Iteration 80F: 3 clusters Score -3255871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3255873.000000 Penalty: 3371.333740
	Iteration 81Q: 3 clusters Score -3255873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3255878.750000 Penalty: 3371.333740
	Iteration 82Q: 3 clusters Score -3255879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3255878.250000 Penalty: 3371.333740
	Iteration 83Q: 3 clusters Score -3255878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3255877.250000 Penalty: 3371.333740
	Iteration 84Q: 3 clusters Score -3255877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3255882.500000 Penalty: 3371.333740
	Iteration 85Q: 3 clusters Score -3255882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3255894.000000 Penalty: 3371.333740
	Iteration 86Q: 3 clusters Score -3255894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3255899.500000 Penalty: 3371.333740
	Iteration 87Q: 3 clusters Score -3255900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3255897.500000 Penalty: 3371.333740
	Iteration 88Q: 3 clusters Score -3255898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3255903.750000 Penalty: 3371.333740
	Iteration 89Q: 3 clusters Score -3255904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3255910.500000 Penalty: 3371.333740
	Iteration 90Q: 3 clusters Score -3255910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3255923.250000 Penalty: 3371.333740
	Iteration 91Q: 3 clusters Score -3255923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3255925.250000 Penalty: 3371.333740
	Iteration 92Q: 3 clusters Score -3255925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3255920.250000 Penalty: 3371.333740
	Iteration 93Q: 3 clusters Score -3255920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3255925.500000 Penalty: 3371.333740
	Iteration 94Q: 3 clusters Score -3255926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3255922.250000 Penalty: 3371.333740
	Iteration 95Q: 3 clusters Score -3255922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3255939.000000 Penalty: 3371.333740
	Iteration 96Q: 3 clusters Score -3255939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3255931.500000 Penalty: 3371.333740
	Iteration 97Q: 3 clusters Score -3255932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3255934.000000 Penalty: 3371.333740
	Iteration 98Q: 3 clusters Score -3255934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3255929.500000 Penalty: 3371.333740
	Iteration 99Q: 3 clusters Score -3255930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3255939.000000 Penalty: 3371.333740
	Iteration 100F: 3 clusters Score -3255939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3255948.000000 Penalty: 3371.333740
	Iteration 101Q: 3 clusters Score -3255948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3255950.750000 Penalty: 3371.333740
	Iteration 102Q: 3 clusters Score -3255951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3255952.500000 Penalty: 3371.333740
	Iteration 103Q: 3 clusters Score -3255952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3255949.000000 Penalty: 3371.333740
	Iteration 104Q: 3 clusters Score -3255949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3255955.250000 Penalty: 3371.333740
	Iteration 105Q: 3 clusters Score -3255955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3255952.750000 Penalty: 3371.333740
	Iteration 106Q: 3 clusters Score -3255953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3255952.500000 Penalty: 3371.333740
	Iteration 107Q: 3 clusters Score -3255952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3255954.000000 Penalty: 3371.333740
	Iteration 108Q: 3 clusters Score -3255954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3255957.500000 Penalty: 3371.333740
	Iteration 109Q: 3 clusters Score -3255958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3255958.750000 Penalty: 3371.333740
	Iteration 110Q: 3 clusters Score -3255959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3255960.500000 Penalty: 3371.333740
	Iteration 111Q: 3 clusters Score -3255960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3255958.750000 Penalty: 3371.333740
	Iteration 112Q: 3 clusters Score -3255959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3255956.750000 Penalty: 3371.333740
	Iteration 113Q: 3 clusters Score -3255957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3255959.000000 Penalty: 3371.333740
	Iteration 114Q: 3 clusters Score -3255959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3255964.250000 Penalty: 3371.333740
	Iteration 115Q: 3 clusters Score -3255964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -3255964.250000 Penalty: 3371.333740
	Iteration 116F: 3 clusters Score -3255964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Entering Unmasked Estep 
Score: -7475324.500000 Penalty: 1816.083618
	Iteration 0F: 2 clusters Score -7475324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -7427790.000000 Penalty: 3632.167236
	Iteration 0F: 3 clusters Score -7427790 nChanged 33834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -7447244.500000 Penalty: 3632.167236
	Iteration 1F: 3 clusters Score -7447244 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -7448182.000000 Penalty: 3632.167236
	Iteration 2Q: 3 clusters Score -7448182 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7449277.000000 Penalty: 3632.167236
	Iteration 3Q: 3 clusters Score -7449277 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7450609.500000 Penalty: 3632.167236
	Iteration 4Q: 3 clusters Score -7450610 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7452547.000000 Penalty: 3632.167236
	Iteration 5F: 3 clusters Score -7452547 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -7455111.000000 Penalty: 3632.167236
	Iteration 6F: 3 clusters Score -7455111 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -7458354.000000 Penalty: 3632.167236
	Iteration 7F: 3 clusters Score -7458354 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -7461948.500000 Penalty: 3632.167236
	Iteration 8F: 3 clusters Score -7461948 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7465146.500000 Penalty: 3632.167236
	Iteration 9F: 3 clusters Score -7465146 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -7467499.500000 Penalty: 3632.167236
	Iteration 10Q: 3 clusters Score -7467500 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -7469020.500000 Penalty: 3632.167236
	Iteration 11Q: 3 clusters Score -7469020 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -7470000.000000 Penalty: 3632.167236
	Iteration 12Q: 3 clusters Score -7470000 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -7470758.500000 Penalty: 3632.167236
	Iteration 13Q: 3 clusters Score -7470758 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -7471376.000000 Penalty: 3632.167236
	Iteration 14Q: 3 clusters Score -7471376 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -7471858.500000 Penalty: 3632.167236
	Iteration 15Q: 3 clusters Score -7471858 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -7472247.000000 Penalty: 3632.167236
	Iteration 16Q: 3 clusters Score -7472247 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -7472563.500000 Penalty: 3632.167236
	Iteration 17Q: 3 clusters Score -7472564 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -7472876.000000 Penalty: 3632.167236
	Iteration 18Q: 3 clusters Score -7472876 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -7473046.000000 Penalty: 3632.167236
	Iteration 19Q: 3 clusters Score -7473046 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -7473191.000000 Penalty: 3632.167236
	Iteration 20F: 3 clusters Score -7473191 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -7473304.500000 Penalty: 3632.167236
	Iteration 21Q: 3 clusters Score -7473304 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -7473423.000000 Penalty: 3632.167236
	Iteration 22Q: 3 clusters Score -7473423 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -7473483.500000 Penalty: 3632.167236
	Iteration 23Q: 3 clusters Score -7473484 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -7473555.500000 Penalty: 3632.167236
	Iteration 24Q: 3 clusters Score -7473556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -7473628.500000 Penalty: 3632.167236
	Iteration 25Q: 3 clusters Score -7473628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -7473653.000000 Penalty: 3632.167236
	Iteration 26Q: 3 clusters Score -7473653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -7473667.000000 Penalty: 3632.167236
	Iteration 27Q: 3 clusters Score -7473667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -7473710.500000 Penalty: 3632.167236
	Iteration 28Q: 3 clusters Score -7473710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -7473736.500000 Penalty: 3632.167236
	Iteration 29Q: 3 clusters Score -7473736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -7473769.000000 Penalty: 3632.167236
	Iteration 30Q: 3 clusters Score -7473769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -7473778.500000 Penalty: 3632.167236
	Iteration 31Q: 3 clusters Score -7473778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -7473797.500000 Penalty: 3632.167236
	Iteration 32Q: 3 clusters Score -7473798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -7473803.500000 Penalty: 3632.167236
	Iteration 33Q: 3 clusters Score -7473804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -7473809.500000 Penalty: 3632.167236
	Iteration 34Q: 3 clusters Score -7473810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -7473814.500000 Penalty: 3632.167236
	Iteration 35Q: 3 clusters Score -7473814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -7473814.000000 Penalty: 3632.167236
	Iteration 36Q: 3 clusters Score -7473814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -7473827.500000 Penalty: 3632.167236
	Iteration 37Q: 3 clusters Score -7473828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -7473838.000000 Penalty: 3632.167236
	Iteration 38Q: 3 clusters Score -7473838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -7473846.500000 Penalty: 3632.167236
	Iteration 39Q: 3 clusters Score -7473846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -7473856.000000 Penalty: 3632.167236
	Iteration 40F: 3 clusters Score -7473856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -7473862.000000 Penalty: 3632.167236
	Iteration 41Q: 3 clusters Score -7473862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -7473876.000000 Penalty: 3632.167236
	Iteration 42Q: 3 clusters Score -7473876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -7473881.000000 Penalty: 3632.167236
	Iteration 43Q: 3 clusters Score -7473881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -7473879.500000 Penalty: 3632.167236
	Iteration 44Q: 3 clusters Score -7473880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -7473877.000000 Penalty: 3632.167236
	Iteration 45Q: 3 clusters Score -7473877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -7473877.000000 Penalty: 3632.167236
	Iteration 46Q: 3 clusters Score -7473877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -7473881.500000 Penalty: 3632.167236
	Iteration 47Q: 3 clusters Score -7473882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -7473883.000000 Penalty: 3632.167236
	Iteration 48Q: 3 clusters Score -7473883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -7473887.000000 Penalty: 3632.167236
	Iteration 49Q: 3 clusters Score -7473887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -7473886.500000 Penalty: 3632.167236
	Iteration 50Q: 3 clusters Score -7473886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -7473884.000000 Penalty: 3632.167236
	Iteration 51Q: 3 clusters Score -7473884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -7473896.000000 Penalty: 3632.167236
	Iteration 52Q: 3 clusters Score -7473896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -7473889.000000 Penalty: 3632.167236
	Iteration 53Q: 3 clusters Score -7473889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -7473887.000000 Penalty: 3632.167236
	Iteration 54Q: 3 clusters Score -7473887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -7473890.500000 Penalty: 3632.167236
	Iteration 55Q: 3 clusters Score -7473890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -7473890.500000 Penalty: 3632.167236
	Iteration 56Q: 3 clusters Score -7473890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -7473887.000000 Penalty: 3632.167236
	Iteration 57Q: 3 clusters Score -7473887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -7473890.000000 Penalty: 3632.167236
	Iteration 58Q: 3 clusters Score -7473890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -7473900.500000 Penalty: 3632.167236
	Iteration 59Q: 3 clusters Score -7473900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -7473891.000000 Penalty: 3632.167236
	Iteration 60F: 3 clusters Score -7473891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -7473897.500000 Penalty: 3632.167236
	Iteration 61Q: 3 clusters Score -7473898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -7473900.000000 Penalty: 3632.167236
	Iteration 62Q: 3 clusters Score -7473900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -7473907.500000 Penalty: 3632.167236
	Iteration 63Q: 3 clusters Score -7473908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -7473906.000000 Penalty: 3632.167236
	Iteration 64Q: 3 clusters Score -7473906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -7473908.500000 Penalty: 3632.167236
	Iteration 65Q: 3 clusters Score -7473908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -7473908.500000 Penalty: 3632.167236
	Iteration 66F: 3 clusters Score -7473908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Entering Unmasked Estep 
Score: -3689237.000000 Penalty: 1703.180664
	Iteration 0F: 2 clusters Score -3689237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3665294.250000 Penalty: 3406.361328
	Iteration 0F: 3 clusters Score -3665294 nChanged 16533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3674609.750000 Penalty: 3406.361328
	Iteration 1F: 3 clusters Score -3674610 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3675055.500000 Penalty: 3406.361328
	Iteration 2Q: 3 clusters Score -3675056 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3675494.000000 Penalty: 3406.361328
	Iteration 3Q: 3 clusters Score -3675494 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3675981.250000 Penalty: 3406.361328
	Iteration 4Q: 3 clusters Score -3675981 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3676603.250000 Penalty: 3406.361328
	Iteration 5Q: 3 clusters Score -3676603 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3677442.750000 Penalty: 3406.361328
	Iteration 6Q: 3 clusters Score -3677443 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3678394.750000 Penalty: 3406.361328
	Iteration 7F: 3 clusters Score -3678395 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3679442.250000 Penalty: 3406.361328
	Iteration 8F: 3 clusters Score -3679442 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3680496.750000 Penalty: 3406.361328
	Iteration 9F: 3 clusters Score -3680497 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3681442.250000 Penalty: 3406.361328
	Iteration 10Q: 3 clusters Score -3681442 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3682224.750000 Penalty: 3406.361328
	Iteration 11Q: 3 clusters Score -3682225 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3682913.250000 Penalty: 3406.361328
	Iteration 12Q: 3 clusters Score -3682913 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3683465.000000 Penalty: 3406.361328
	Iteration 13Q: 3 clusters Score -3683465 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3683913.000000 Penalty: 3406.361328
	Iteration 14Q: 3 clusters Score -3683913 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3684221.500000 Penalty: 3406.361328
	Iteration 15Q: 3 clusters Score -3684222 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3684455.500000 Penalty: 3406.361328
	Iteration 16Q: 3 clusters Score -3684456 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3684636.000000 Penalty: 3406.361328
	Iteration 17Q: 3 clusters Score -3684636 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3684812.500000 Penalty: 3406.361328
	Iteration 18Q: 3 clusters Score -3684812 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3684989.000000 Penalty: 3406.361328
	Iteration 19Q: 3 clusters Score -3684989 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3685154.250000 Penalty: 3406.361328
	Iteration 20F: 3 clusters Score -3685154 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3685295.250000 Penalty: 3406.361328
	Iteration 21Q: 3 clusters Score -3685295 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3685473.750000 Penalty: 3406.361328
	Iteration 22Q: 3 clusters Score -3685474 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3685637.000000 Penalty: 3406.361328
	Iteration 23Q: 3 clusters Score -3685637 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3685823.500000 Penalty: 3406.361328
	Iteration 24Q: 3 clusters Score -3685824 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3685965.500000 Penalty: 3406.361328
	Iteration 25Q: 3 clusters Score -3685966 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3686094.000000 Penalty: 3406.361328
	Iteration 26Q: 3 clusters Score -3686094 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3686216.750000 Penalty: 3406.361328
	Iteration 27Q: 3 clusters Score -3686217 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3686353.250000 Penalty: 3406.361328
	Iteration 28Q: 3 clusters Score -3686353 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3686448.500000 Penalty: 3406.361328
	Iteration 29Q: 3 clusters Score -3686448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3686565.250000 Penalty: 3406.361328
	Iteration 30Q: 3 clusters Score -3686565 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3686650.750000 Penalty: 3406.361328
	Iteration 31Q: 3 clusters Score -3686651 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3686730.000000 Penalty: 3406.361328
	Iteration 32Q: 3 clusters Score -3686730 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3686826.500000 Penalty: 3406.361328
	Iteration 33Q: 3 clusters Score -3686826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3686891.000000 Penalty: 3406.361328
	Iteration 34Q: 3 clusters Score -3686891 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3686970.250000 Penalty: 3406.361328
	Iteration 35Q: 3 clusters Score -3686970 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3687051.000000 Penalty: 3406.361328
	Iteration 36Q: 3 clusters Score -3687051 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3687100.000000 Penalty: 3406.361328
	Iteration 37Q: 3 clusters Score -3687100 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3687155.250000 Penalty: 3406.361328
	Iteration 38Q: 3 clusters Score -3687155 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3687209.250000 Penalty: 3406.361328
	Iteration 39Q: 3 clusters Score -3687209 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3687269.750000 Penalty: 3406.361328
	Iteration 40F: 3 clusters Score -3687270 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3687326.500000 Penalty: 3406.361328
	Iteration 41Q: 3 clusters Score -3687326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3687370.500000 Penalty: 3406.361328
	Iteration 42Q: 3 clusters Score -3687370 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3687415.000000 Penalty: 3406.361328
	Iteration 43Q: 3 clusters Score -3687415 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -3687428.250000 Penalty: 3406.361328
	Iteration 44Q: 3 clusters Score -3687428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3687476.750000 Penalty: 3406.361328
	Iteration 45Q: 3 clusters Score -3687477 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3687508.000000 Penalty: 3406.361328
	Iteration 46Q: 3 clusters Score -3687508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3687538.750000 Penalty: 3406.361328
	Iteration 47Q: 3 clusters Score -3687539 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3687562.500000 Penalty: 3406.361328
	Iteration 48Q: 3 clusters Score -3687562 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3687588 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3687621.500000 Penalty: 3406.361328
	Iteration 50Q: 3 clusters Score -3687622 nChanged 107
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Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3687628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3687648 nChanged 84
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Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3687667 nChanged 74
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3687673 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3687677 nChanged 79
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Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3687696 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3687707 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3687711 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3687721 nChanged 62
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Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3687731 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3687736 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3687740 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3687751 nChanged 70
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Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3687760 nChanged 64
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Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3687774 nChanged 66
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Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3687776 nChanged 44
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Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3687776 nChanged 41
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Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3687786 nChanged 41
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3687795 nChanged 47
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3687806 nChanged 41
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3687796 nChanged 33
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Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3687814 nChanged 37
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Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3687816 nChanged 40
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Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3687822 nChanged 37
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Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3687817 nChanged 32
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Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3687838 nChanged 39
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Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3687833 nChanged 37
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3687840 nChanged 24
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3687846 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3687840 nChanged 14
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Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 32237 members 
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	Iteration 81Q: 3 clusters Score -3687847 nChanged 9
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Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3687845 nChanged 13
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Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 32259 members 
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	Iteration 83Q: 3 clusters Score -3687854 nChanged 12
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 32271 members 
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	Iteration 84Q: 3 clusters Score -3687853 nChanged 10
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3687852 nChanged 11
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Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3687849 nChanged 20
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 32312 members 
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	Iteration 87Q: 3 clusters Score -3687847 nChanged 18
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Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 32330 members 
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	Iteration 88Q: 3 clusters Score -3687846 nChanged 16
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Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 32346 members 
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	Iteration 89Q: 3 clusters Score -3687849 nChanged 27
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3687857 nChanged 30
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Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3687862 nChanged 22
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Mstep: Class 1 contains 3213 members 
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	Iteration 92Q: 3 clusters Score -3687863 nChanged 20
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3687866 nChanged 16
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Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3687866 nChanged 11
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Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 32470 members 
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	Iteration 95Q: 3 clusters Score -3687868 nChanged 14
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Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 32484 members 
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	Iteration 96Q: 3 clusters Score -3687876 nChanged 16
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Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 32500 members 
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	Iteration 97Q: 3 clusters Score -3687877 nChanged 16
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 32514 members 
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	Iteration 98Q: 3 clusters Score -3687877 nChanged 10
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 32524 members 
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	Iteration 99Q: 3 clusters Score -3687880 nChanged 9
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Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3687880 nChanged 8
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Mstep: Class 1 contains 3095 members 
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	Iteration 101Q: 3 clusters Score -3687879 nChanged 8
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Mstep: Class 1 contains 3087 members 
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	Iteration 102Q: 3 clusters Score -3687878 nChanged 13
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Mstep: Class 1 contains 3076 members 
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	Iteration 103Q: 3 clusters Score -3687884 nChanged 6
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Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 32566 members 
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	Iteration 104Q: 3 clusters Score -3687883 nChanged 6
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Mstep: Class 1 contains 3064 members 
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	Iteration 105Q: 3 clusters Score -3687886 nChanged 4
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Mstep: Class 1 contains 3060 members 
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	Iteration 106Q: 3 clusters Score -3687878 nChanged 7
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Mstep: Class 1 contains 3053 members 
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	Iteration 107Q: 3 clusters Score -3687878 nChanged 6
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Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 32589 members 
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	Iteration 108Q: 3 clusters Score -3687880 nChanged 6
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Mstep: Class 1 contains 3041 members 
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	Iteration 109Q: 3 clusters Score -3687881 nChanged 7
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Mstep: Class 1 contains 3034 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3687882 nChanged 6
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Mstep: Class 1 contains 3028 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3687883 nChanged 7
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 32615 members 
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	Iteration 112Q: 3 clusters Score -3687882 nChanged 6
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3687879 nChanged 7
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Mstep: Class 1 contains 3008 members 
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	Iteration 114Q: 3 clusters Score -3687885 nChanged 8
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 32636 members 
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	Iteration 115Q: 3 clusters Score -3687894 nChanged 10
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3687896 nChanged 11
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 32657 members 
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	Iteration 117Q: 3 clusters Score -3687894 nChanged 11
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Mstep: Class 1 contains 2968 members 
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	Iteration 118Q: 3 clusters Score -3687891 nChanged 11
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Mstep: Class 1 contains 2959 members 
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	Iteration 119Q: 3 clusters Score -3687894 nChanged 10
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Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3687900 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3687896 nChanged 8
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Mstep: Class 1 contains 2929 members 
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	Iteration 122Q: 3 clusters Score -3687898 nChanged 8
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Mstep: Class 1 contains 2921 members 
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	Iteration 123Q: 3 clusters Score -3687897 nChanged 5
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 32720 members 
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	Iteration 124Q: 3 clusters Score -3687895 nChanged 10
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Mstep: Class 1 contains 2906 members 
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	Iteration 125Q: 3 clusters Score -3687897 nChanged 11
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Mstep: Class 1 contains 2895 members 
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	Iteration 126Q: 3 clusters Score -3687896 nChanged 11
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Mstep: Class 1 contains 2886 members 
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	Iteration 127Q: 3 clusters Score -3687894 nChanged 10
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	Iteration 128Q: 3 clusters Score -3687900 nChanged 6
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Mstep: Class 1 contains 2870 members 
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	Iteration 129Q: 3 clusters Score -3687899 nChanged 4
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Mstep: Class 1 contains 2866 members 
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	Iteration 130Q: 3 clusters Score -3687897 nChanged 2
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Mstep: Class 1 contains 2864 members 
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	Iteration 131Q: 3 clusters Score -3687897 nChanged 2
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Mstep: Class 1 contains 2862 members 
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	Iteration 132Q: 3 clusters Score -3687892 nChanged 2
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	Iteration 133Q: 3 clusters Score -3687891 nChanged 4
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Mstep: Class 1 contains 2856 members 
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	Iteration 134Q: 3 clusters Score -3687891 nChanged 4
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	Iteration 135Q: 3 clusters Score -3687891 nChanged 5
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	Iteration 136Q: 3 clusters Score -3687891 nChanged 3
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	Iteration 137Q: 3 clusters Score -3687890 nChanged 6
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Mstep: Class 1 contains 2838 members 
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	Iteration 138Q: 3 clusters Score -3687891 nChanged 4
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3687888 nChanged 3
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3687894 nChanged 2
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Score: -3687891.750000 Penalty: 3406.361328
	Iteration 141Q: 3 clusters Score -3687892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -3687889.250000 Penalty: 3406.361328
	Iteration 142Q: 3 clusters Score -3687889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3687891.000000 Penalty: 3406.361328
	Iteration 143Q: 3 clusters Score -3687891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3687887.500000 Penalty: 3406.361328
	Iteration 144Q: 3 clusters Score -3687888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3687888.000000 Penalty: 3406.361328
	Iteration 145Q: 3 clusters Score -3687888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3687894.000000 Penalty: 3406.361328
	Iteration 146Q: 3 clusters Score -3687894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3687894.250000 Penalty: 3406.361328
	Iteration 147Q: 3 clusters Score -3687894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3687897.000000 Penalty: 3406.361328
	Iteration 148Q: 3 clusters Score -3687897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -3687893.000000 Penalty: 3406.361328
	Iteration 149Q: 3 clusters Score -3687893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -3687893.500000 Penalty: 3406.361328
	Iteration 150Q: 3 clusters Score -3687894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3687893.000000 Penalty: 3406.361328
	Iteration 151Q: 3 clusters Score -3687893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3687897.750000 Penalty: 3406.361328
	Iteration 152Q: 3 clusters Score -3687898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3687892.500000 Penalty: 3406.361328
	Iteration 153Q: 3 clusters Score -3687892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3687885.750000 Penalty: 3406.361328
	Iteration 154Q: 3 clusters Score -3687886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3687888.250000 Penalty: 3406.361328
	Iteration 155Q: 3 clusters Score -3687888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3687894.000000 Penalty: 3406.361328
	Iteration 156Q: 3 clusters Score -3687894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3687897.000000 Penalty: 3406.361328
	Iteration 157Q: 3 clusters Score -3687897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3687895.750000 Penalty: 3406.361328
	Iteration 158Q: 3 clusters Score -3687896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -3687894.750000 Penalty: 3406.361328
	Iteration 159Q: 3 clusters Score -3687895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3687897.500000 Penalty: 3406.361328
	Iteration 160F: 3 clusters Score -3687898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -3687896.750000 Penalty: 3406.361328
	Iteration 161Q: 3 clusters Score -3687897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3687889.250000 Penalty: 3406.361328
	Iteration 162Q: 3 clusters Score -3687889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -3687895.500000 Penalty: 3406.361328
	Iteration 163Q: 3 clusters Score -3687896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3687894.750000 Penalty: 3406.361328
	Iteration 164Q: 3 clusters Score -3687895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -3687894.750000 Penalty: 3406.361328
	Iteration 165Q: 3 clusters Score -3687895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3687898.750000 Penalty: 3406.361328
	Iteration 166Q: 3 clusters Score -3687899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -3687899.250000 Penalty: 3406.361328
	Iteration 167Q: 3 clusters Score -3687899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3687899.750000 Penalty: 3406.361328
	Iteration 168Q: 3 clusters Score -3687900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3687900.500000 Penalty: 3406.361328
	Iteration 169Q: 3 clusters Score -3687900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3687899.500000 Penalty: 3406.361328
	Iteration 170Q: 3 clusters Score -3687900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3687897.000000 Penalty: 3406.361328
	Iteration 171Q: 3 clusters Score -3687897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3687897.000000 Penalty: 3406.361328
	Iteration 172F: 3 clusters Score -3687897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -702145.812500 Penalty: 1435.461426
	Iteration 0F: 2 clusters Score -702145.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -696994.062500 Penalty: 2870.922852
	Iteration 0F: 3 clusters Score -696994.1 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -698585.687500 Penalty: 2870.922852
	Iteration 1F: 3 clusters Score -698585.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -698880.875000 Penalty: 2870.922852
	Iteration 2F: 3 clusters Score -698880.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -699145.062500 Penalty: 2870.922852
	Iteration 3F: 3 clusters Score -699145.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -699392.875000 Penalty: 2870.922852
	Iteration 4F: 3 clusters Score -699392.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -699640.875000 Penalty: 2870.922852
	Iteration 5F: 3 clusters Score -699640.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -699873.062500 Penalty: 2870.922852
	Iteration 6F: 3 clusters Score -699873.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -700102.812500 Penalty: 2870.922852
	Iteration 7Q: 3 clusters Score -700102.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -700346.437500 Penalty: 2870.922852
	Iteration 8Q: 3 clusters Score -700346.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -700599.125000 Penalty: 2870.922852
	Iteration 9Q: 3 clusters Score -700599.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -700840.187500 Penalty: 2870.922852
	Iteration 10Q: 3 clusters Score -700840.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -701046.750000 Penalty: 2870.922852
	Iteration 11Q: 3 clusters Score -701046.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -701207.875000 Penalty: 2870.922852
	Iteration 12Q: 3 clusters Score -701207.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -701305.687500 Penalty: 2870.922852
	Iteration 13Q: 3 clusters Score -701305.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -701364.125000 Penalty: 2870.922852
	Iteration 14Q: 3 clusters Score -701364.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -701402.875000 Penalty: 2870.922852
	Iteration 15Q: 3 clusters Score -701402.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -701447.125000 Penalty: 2870.922852
	Iteration 16Q: 3 clusters Score -701447.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -701474.937500 Penalty: 2870.922852
	Iteration 17Q: 3 clusters Score -701474.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -701498.125000 Penalty: 2870.922852
	Iteration 18Q: 3 clusters Score -701498.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -701519.250000 Penalty: 2870.922852
	Iteration 19Q: 3 clusters Score -701519.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -701532.500000 Penalty: 2870.922852
	Iteration 20F: 3 clusters Score -701532.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -701538.062500 Penalty: 2870.922852
	Iteration 21Q: 3 clusters Score -701538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -701541.562500 Penalty: 2870.922852
	Iteration 22Q: 3 clusters Score -701541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -701546.062500 Penalty: 2870.922852
	Iteration 23Q: 3 clusters Score -701546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -701548.625000 Penalty: 2870.922852
	Iteration 24Q: 3 clusters Score -701548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -701548.562500 Penalty: 2870.922852
	Iteration 25Q: 3 clusters Score -701548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -701548.562500 Penalty: 2870.922852
	Iteration 26F: 3 clusters Score -701548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Entering Unmasked Estep 
Score: -9569539.000000 Penalty: 1857.159424
	Iteration 0F: 2 clusters Score -9569539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -9507996.000000 Penalty: 3714.318848
	Iteration 0F: 3 clusters Score -9507996 nChanged 43873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9533722.000000 Penalty: 3714.318848
	Iteration 1F: 3 clusters Score -9533722 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -9534495.000000 Penalty: 3714.318848
	Iteration 2Q: 3 clusters Score -9534495 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9535519.000000 Penalty: 3714.318848
	Iteration 3Q: 3 clusters Score -9535519 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -9536935.000000 Penalty: 3714.318848
	Iteration 4Q: 3 clusters Score -9536935 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -9539065.000000 Penalty: 3714.318848
	Iteration 5Q: 3 clusters Score -9539065 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -9542427.000000 Penalty: 3714.318848
	Iteration 6F: 3 clusters Score -9542427 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -9546965.000000 Penalty: 3714.318848
	Iteration 7F: 3 clusters Score -9546965 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -9552210.000000 Penalty: 3714.318848
	Iteration 8F: 3 clusters Score -9552210 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -9557113.000000 Penalty: 3714.318848
	Iteration 9F: 3 clusters Score -9557113 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -9560782.000000 Penalty: 3714.318848
	Iteration 10Q: 3 clusters Score -9560782 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -9563283.000000 Penalty: 3714.318848
	Iteration 11Q: 3 clusters Score -9563283 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -9564917.000000 Penalty: 3714.318848
	Iteration 12Q: 3 clusters Score -9564917 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -9565965.000000 Penalty: 3714.318848
	Iteration 13Q: 3 clusters Score -9565965 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -9566597.000000 Penalty: 3714.318848
	Iteration 14Q: 3 clusters Score -9566597 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -9566986.000000 Penalty: 3714.318848
	Iteration 15Q: 3 clusters Score -9566986 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -9567276.000000 Penalty: 3714.318848
	Iteration 16Q: 3 clusters Score -9567276 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -9567484.000000 Penalty: 3714.318848
	Iteration 17Q: 3 clusters Score -9567484 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -9567631.000000 Penalty: 3714.318848
	Iteration 18Q: 3 clusters Score -9567631 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -9567710.000000 Penalty: 3714.318848
	Iteration 19Q: 3 clusters Score -9567710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -9567795.000000 Penalty: 3714.318848
	Iteration 20F: 3 clusters Score -9567795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -9567847.000000 Penalty: 3714.318848
	Iteration 21Q: 3 clusters Score -9567847 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -9567878.000000 Penalty: 3714.318848
	Iteration 22Q: 3 clusters Score -9567878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -9567917.000000 Penalty: 3714.318848
	Iteration 23Q: 3 clusters Score -9567917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -9567950.000000 Penalty: 3714.318848
	Iteration 24Q: 3 clusters Score -9567950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -9567963.000000 Penalty: 3714.318848
	Iteration 25Q: 3 clusters Score -9567963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -9567994.000000 Penalty: 3714.318848
	Iteration 26Q: 3 clusters Score -9567994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -9568010.000000 Penalty: 3714.318848
	Iteration 27Q: 3 clusters Score -9568010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -9568031.000000 Penalty: 3714.318848
	Iteration 28Q: 3 clusters Score -9568031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -9568052.000000 Penalty: 3714.318848
	Iteration 29Q: 3 clusters Score -9568052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -9568062.000000 Penalty: 3714.318848
	Iteration 30Q: 3 clusters Score -9568062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -9568065.000000 Penalty: 3714.318848
	Iteration 31Q: 3 clusters Score -9568065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -9568074.000000 Penalty: 3714.318848
	Iteration 32Q: 3 clusters Score -9568074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -9568070.000000 Penalty: 3714.318848
	Iteration 33Q: 3 clusters Score -9568070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -9568075.000000 Penalty: 3714.318848
	Iteration 34Q: 3 clusters Score -9568075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -9568085.000000 Penalty: 3714.318848
	Iteration 35Q: 3 clusters Score -9568085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -9568090.000000 Penalty: 3714.318848
	Iteration 36Q: 3 clusters Score -9568090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -9568091.000000 Penalty: 3714.318848
	Iteration 37Q: 3 clusters Score -9568091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -9568093.000000 Penalty: 3714.318848
	Iteration 38Q: 3 clusters Score -9568093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -9568101.000000 Penalty: 3714.318848
	Iteration 39Q: 3 clusters Score -9568101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -9568104.000000 Penalty: 3714.318848
	Iteration 40F: 3 clusters Score -9568104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -9568101.000000 Penalty: 3714.318848
	Iteration 41Q: 3 clusters Score -9568101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -9568098.000000 Penalty: 3714.318848
	Iteration 42Q: 3 clusters Score -9568098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -9568106.000000 Penalty: 3714.318848
	Iteration 43Q: 3 clusters Score -9568106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -9568109.000000 Penalty: 3714.318848
	Iteration 44Q: 3 clusters Score -9568109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -9568105.000000 Penalty: 3714.318848
	Iteration 45Q: 3 clusters Score -9568105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -9568107.000000 Penalty: 3714.318848
	Iteration 46Q: 3 clusters Score -9568107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -9568103.000000 Penalty: 3714.318848
	Iteration 47Q: 3 clusters Score -9568103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -9568106.000000 Penalty: 3714.318848
	Iteration 48Q: 3 clusters Score -9568106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -9568113.000000 Penalty: 3714.318848
	Iteration 49Q: 3 clusters Score -9568113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -9568112.000000 Penalty: 3714.318848
	Iteration 50Q: 3 clusters Score -9568112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -9568108.000000 Penalty: 3714.318848
	Iteration 51Q: 3 clusters Score -9568108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -9568108.000000 Penalty: 3714.318848
	Iteration 52F: 3 clusters Score -9568108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Entering Unmasked Estep 
Score: -1580642.500000 Penalty: 1567.980713
	Iteration 0F: 2 clusters Score -1580642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1569884.125000 Penalty: 3135.961426
	Iteration 0F: 3 clusters Score -1569884 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1573645.375000 Penalty: 3135.961426
	Iteration 1F: 3 clusters Score -1573645 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1574034.125000 Penalty: 3135.961426
	Iteration 2F: 3 clusters Score -1574034 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1574495.375000 Penalty: 3135.961426
	Iteration 3F: 3 clusters Score -1574495 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1575030.250000 Penalty: 3135.961426
	Iteration 4F: 3 clusters Score -1575030 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1575650.250000 Penalty: 3135.961426
	Iteration 5F: 3 clusters Score -1575650 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1576286.875000 Penalty: 3135.961426
	Iteration 6F: 3 clusters Score -1576287 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1576904.375000 Penalty: 3135.961426
	Iteration 7F: 3 clusters Score -1576904 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1577542.750000 Penalty: 3135.961426
	Iteration 8F: 3 clusters Score -1577543 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1578080.375000 Penalty: 3135.961426
	Iteration 9Q: 3 clusters Score -1578080 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1578466.750000 Penalty: 3135.961426
	Iteration 10Q: 3 clusters Score -1578467 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1578751.500000 Penalty: 3135.961426
	Iteration 11Q: 3 clusters Score -1578752 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1579001.875000 Penalty: 3135.961426
	Iteration 12Q: 3 clusters Score -1579002 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1579198.750000 Penalty: 3135.961426
	Iteration 13Q: 3 clusters Score -1579199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1579348.625000 Penalty: 3135.961426
	Iteration 14Q: 3 clusters Score -1579349 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1579464.750000 Penalty: 3135.961426
	Iteration 15Q: 3 clusters Score -1579465 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1579559.875000 Penalty: 3135.961426
	Iteration 16Q: 3 clusters Score -1579560 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1579624.625000 Penalty: 3135.961426
	Iteration 17Q: 3 clusters Score -1579625 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1579680.000000 Penalty: 3135.961426
	Iteration 18Q: 3 clusters Score -1579680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1579714.875000 Penalty: 3135.961426
	Iteration 19Q: 3 clusters Score -1579715 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1579749.250000 Penalty: 3135.961426
	Iteration 20F: 3 clusters Score -1579749 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1579772.500000 Penalty: 3135.961426
	Iteration 21Q: 3 clusters Score -1579772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1579799.125000 Penalty: 3135.961426
	Iteration 22Q: 3 clusters Score -1579799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1579817.750000 Penalty: 3135.961426
	Iteration 23Q: 3 clusters Score -1579818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1579830.000000 Penalty: 3135.961426
	Iteration 24Q: 3 clusters Score -1579830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1579836.375000 Penalty: 3135.961426
	Iteration 25Q: 3 clusters Score -1579836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1579831.375000 Penalty: 3135.961426
	Iteration 26Q: 3 clusters Score -1579831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1579839.250000 Penalty: 3135.961426
	Iteration 27Q: 3 clusters Score -1579839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1579841.000000 Penalty: 3135.961426
	Iteration 28Q: 3 clusters Score -1579841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1579837.750000 Penalty: 3135.961426
	Iteration 29Q: 3 clusters Score -1579838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1579838.000000 Penalty: 3135.961426
	Iteration 30Q: 3 clusters Score -1579838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1579839.750000 Penalty: 3135.961426
	Iteration 31Q: 3 clusters Score -1579840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1579841.500000 Penalty: 3135.961426
	Iteration 32Q: 3 clusters Score -1579842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1579839.875000 Penalty: 3135.961426
	Iteration 33Q: 3 clusters Score -1579840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1579841.625000 Penalty: 3135.961426
	Iteration 34Q: 3 clusters Score -1579842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1579841.500000 Penalty: 3135.961426
	Iteration 35Q: 3 clusters Score -1579842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1579841.250000 Penalty: 3135.961426
	Iteration 36Q: 3 clusters Score -1579841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1579842.750000 Penalty: 3135.961426
	Iteration 37Q: 3 clusters Score -1579843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1579844.750000 Penalty: 3135.961426
	Iteration 38Q: 3 clusters Score -1579845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1579843.250000 Penalty: 3135.961426
	Iteration 39Q: 3 clusters Score -1579843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1579841.875000 Penalty: 3135.961426
	Iteration 40F: 3 clusters Score -1579842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1579841.750000 Penalty: 3135.961426
	Iteration 41Q: 3 clusters Score -1579842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1579842.375000 Penalty: 3135.961426
	Iteration 42Q: 3 clusters Score -1579842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1579843.250000 Penalty: 3135.961426
	Iteration 43Q: 3 clusters Score -1579843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1579844.500000 Penalty: 3135.961426
	Iteration 44Q: 3 clusters Score -1579844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1579844.625000 Penalty: 3135.961426
	Iteration 45Q: 3 clusters Score -1579845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1579844.250000 Penalty: 3135.961426
	Iteration 46Q: 3 clusters Score -1579844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1579845.500000 Penalty: 3135.961426
	Iteration 47Q: 3 clusters Score -1579846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1579847.375000 Penalty: 3135.961426
	Iteration 48Q: 3 clusters Score -1579847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1579847.375000 Penalty: 3135.961426
	Iteration 49F: 3 clusters Score -1579847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Entering Unmasked Estep 
Score: -8627080.000000 Penalty: 1839.302002
	Iteration 0F: 2 clusters Score -8627080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -8572311.000000 Penalty: 3678.604004
	Iteration 0F: 3 clusters Score -8572311 nChanged 39112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8595187.000000 Penalty: 3678.604004
	Iteration 1F: 3 clusters Score -8595187 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8596349.000000 Penalty: 3678.604004
	Iteration 2Q: 3 clusters Score -8596349 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -8597995.000000 Penalty: 3678.604004
	Iteration 3Q: 3 clusters Score -8597995 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -8600387.000000 Penalty: 3678.604004
	Iteration 4F: 3 clusters Score -8600387 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -8603543.000000 Penalty: 3678.604004
	Iteration 5F: 3 clusters Score -8603543 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -8607186.000000 Penalty: 3678.604004
	Iteration 6F: 3 clusters Score -8607186 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -8611139.000000 Penalty: 3678.604004
	Iteration 7F: 3 clusters Score -8611139 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -8615119.000000 Penalty: 3678.604004
	Iteration 8F: 3 clusters Score -8615119 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -8618913.000000 Penalty: 3678.604004
	Iteration 9Q: 3 clusters Score -8618913 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -8622013.000000 Penalty: 3678.604004
	Iteration 10Q: 3 clusters Score -8622013 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -8623788.000000 Penalty: 3678.604004
	Iteration 11Q: 3 clusters Score -8623788 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -8624599.000000 Penalty: 3678.604004
	Iteration 12Q: 3 clusters Score -8624599 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8624954.000000 Penalty: 3678.604004
	Iteration 13Q: 3 clusters Score -8624954 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -8625295.000000 Penalty: 3678.604004
	Iteration 14Q: 3 clusters Score -8625295 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8625475.000000 Penalty: 3678.604004
	Iteration 15Q: 3 clusters Score -8625475 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -8625611.000000 Penalty: 3678.604004
	Iteration 16Q: 3 clusters Score -8625611 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8625670.000000 Penalty: 3678.604004
	Iteration 17Q: 3 clusters Score -8625670 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8625758.000000 Penalty: 3678.604004
	Iteration 18Q: 3 clusters Score -8625758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -8625810.000000 Penalty: 3678.604004
	Iteration 19Q: 3 clusters Score -8625810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8625828.000000 Penalty: 3678.604004
	Iteration 20F: 3 clusters Score -8625828 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8625857.000000 Penalty: 3678.604004
	Iteration 21Q: 3 clusters Score -8625857 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -8625891.000000 Penalty: 3678.604004
	Iteration 22Q: 3 clusters Score -8625891 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8625907.000000 Penalty: 3678.604004
	Iteration 23Q: 3 clusters Score -8625907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -8625907.000000 Penalty: 3678.604004
	Iteration 24Q: 3 clusters Score -8625907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -8625923.000000 Penalty: 3678.604004
	Iteration 25Q: 3 clusters Score -8625923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8625918.000000 Penalty: 3678.604004
	Iteration 26Q: 3 clusters Score -8625918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8625930.000000 Penalty: 3678.604004
	Iteration 27Q: 3 clusters Score -8625930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8625938.000000 Penalty: 3678.604004
	Iteration 28Q: 3 clusters Score -8625938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -8625934.000000 Penalty: 3678.604004
	Iteration 29Q: 3 clusters Score -8625934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8625961.000000 Penalty: 3678.604004
	Iteration 30Q: 3 clusters Score -8625961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8625961.000000 Penalty: 3678.604004
	Iteration 31Q: 3 clusters Score -8625961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8625978.000000 Penalty: 3678.604004
	Iteration 32Q: 3 clusters Score -8625978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8625975.000000 Penalty: 3678.604004
	Iteration 33Q: 3 clusters Score -8625975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8625997.000000 Penalty: 3678.604004
	Iteration 34Q: 3 clusters Score -8625997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8625981.000000 Penalty: 3678.604004
	Iteration 35Q: 3 clusters Score -8625981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8625986.000000 Penalty: 3678.604004
	Iteration 36Q: 3 clusters Score -8625986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8626012.000000 Penalty: 3678.604004
	Iteration 37Q: 3 clusters Score -8626012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8626011.000000 Penalty: 3678.604004
	Iteration 38Q: 3 clusters Score -8626011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8626029.000000 Penalty: 3678.604004
	Iteration 39Q: 3 clusters Score -8626029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8626041.000000 Penalty: 3678.604004
	Iteration 40F: 3 clusters Score -8626041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8626055.000000 Penalty: 3678.604004
	Iteration 41Q: 3 clusters Score -8626055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8626044.000000 Penalty: 3678.604004
	Iteration 42Q: 3 clusters Score -8626044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8626048.000000 Penalty: 3678.604004
	Iteration 43Q: 3 clusters Score -8626048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8626051.000000 Penalty: 3678.604004
	Iteration 44Q: 3 clusters Score -8626051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8626064.000000 Penalty: 3678.604004
	Iteration 45Q: 3 clusters Score -8626064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8626083.000000 Penalty: 3678.604004
	Iteration 46Q: 3 clusters Score -8626083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8626079.000000 Penalty: 3678.604004
	Iteration 47Q: 3 clusters Score -8626079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8626097.000000 Penalty: 3678.604004
	Iteration 48Q: 3 clusters Score -8626097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8626097.000000 Penalty: 3678.604004
	Iteration 49Q: 3 clusters Score -8626097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8626107.000000 Penalty: 3678.604004
	Iteration 50Q: 3 clusters Score -8626107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8626108.000000 Penalty: 3678.604004
	Iteration 51Q: 3 clusters Score -8626108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8626113.000000 Penalty: 3678.604004
	Iteration 52Q: 3 clusters Score -8626113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8626122.000000 Penalty: 3678.604004
	Iteration 53Q: 3 clusters Score -8626122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8626131.000000 Penalty: 3678.604004
	Iteration 54Q: 3 clusters Score -8626131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8626136.000000 Penalty: 3678.604004
	Iteration 55Q: 3 clusters Score -8626136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8626152.000000 Penalty: 3678.604004
	Iteration 56Q: 3 clusters Score -8626152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8626152.000000 Penalty: 3678.604004
	Iteration 57Q: 3 clusters Score -8626152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8626142.000000 Penalty: 3678.604004
	Iteration 58Q: 3 clusters Score -8626142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8626151.000000 Penalty: 3678.604004
	Iteration 59Q: 3 clusters Score -8626151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8626157.000000 Penalty: 3678.604004
	Iteration 60F: 3 clusters Score -8626157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8626159.000000 Penalty: 3678.604004
	Iteration 61Q: 3 clusters Score -8626159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8626148.000000 Penalty: 3678.604004
	Iteration 62Q: 3 clusters Score -8626148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8626163.000000 Penalty: 3678.604004
	Iteration 63Q: 3 clusters Score -8626163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8626160.000000 Penalty: 3678.604004
	Iteration 64Q: 3 clusters Score -8626160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8626160.000000 Penalty: 3678.604004
	Iteration 65Q: 3 clusters Score -8626160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8626156.000000 Penalty: 3678.604004
	Iteration 66Q: 3 clusters Score -8626156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8626160.000000 Penalty: 3678.604004
	Iteration 67Q: 3 clusters Score -8626160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8626166.000000 Penalty: 3678.604004
	Iteration 68Q: 3 clusters Score -8626166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8626171.000000 Penalty: 3678.604004
	Iteration 69Q: 3 clusters Score -8626171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8626168.000000 Penalty: 3678.604004
	Iteration 70Q: 3 clusters Score -8626168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8626178.000000 Penalty: 3678.604004
	Iteration 71Q: 3 clusters Score -8626178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8626175.000000 Penalty: 3678.604004
	Iteration 72Q: 3 clusters Score -8626175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8626189.000000 Penalty: 3678.604004
	Iteration 73Q: 3 clusters Score -8626189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8626186.000000 Penalty: 3678.604004
	Iteration 74Q: 3 clusters Score -8626186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8626181.000000 Penalty: 3678.604004
	Iteration 75Q: 3 clusters Score -8626181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8626176.000000 Penalty: 3678.604004
	Iteration 76Q: 3 clusters Score -8626176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8626176.000000 Penalty: 3678.604004
	Iteration 77F: 3 clusters Score -8626176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -142139.312500 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -142139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -140368.140625 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -140368.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -141260.671875 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -141260.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -141723.984375 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -141724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -141993.406250 Penalty: 2430.955811
	Iteration 3F: 3 clusters Score -141993.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -142115.531250 Penalty: 2430.955811
	Iteration 4F: 3 clusters Score -142115.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142185.562500 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -142185.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -142226.093750 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -142226.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -142250.375000 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -142250.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -142273.359375 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -142273.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142304.125000 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -142304.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142343.875000 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -142343.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -142386.484375 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -142386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -142417.843750 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -142417.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -142437.890625 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -142437.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -142449.171875 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -142449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -142453.234375 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -142453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -142455.437500 Penalty: 2430.955811
	Iteration 16Q: 3 clusters Score -142455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -142460.968750 Penalty: 2430.955811
	Iteration 17Q: 3 clusters Score -142461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -142461.671875 Penalty: 2430.955811
	Iteration 18Q: 3 clusters Score -142461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -142462.343750 Penalty: 2430.955811
	Iteration 19Q: 3 clusters Score -142462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -142469.937500 Penalty: 2430.955811
	Iteration 20F: 3 clusters Score -142469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -142488.343750 Penalty: 2430.955811
	Iteration 21Q: 3 clusters Score -142488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -142505.703125 Penalty: 2430.955811
	Iteration 22Q: 3 clusters Score -142505.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -142529.156250 Penalty: 2430.955811
	Iteration 23Q: 3 clusters Score -142529.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142541.812500 Penalty: 2430.955811
	Iteration 24Q: 3 clusters Score -142541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142547.109375 Penalty: 2430.955811
	Iteration 25Q: 3 clusters Score -142547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142549.828125 Penalty: 2430.955811
	Iteration 26Q: 3 clusters Score -142549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -142552.656250 Penalty: 2430.955811
	Iteration 27Q: 3 clusters Score -142552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -142554.359375 Penalty: 2430.955811
	Iteration 28Q: 3 clusters Score -142554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -142555.390625 Penalty: 2430.955811
	Iteration 29Q: 3 clusters Score -142555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -142557.734375 Penalty: 2430.955811
	Iteration 30Q: 3 clusters Score -142557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -142562.796875 Penalty: 2430.955811
	Iteration 31Q: 3 clusters Score -142562.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -142572.328125 Penalty: 2430.955811
	Iteration 32Q: 3 clusters Score -142572.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -142588.656250 Penalty: 2430.955811
	Iteration 33Q: 3 clusters Score -142588.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -142603.703125 Penalty: 2430.955811
	Iteration 34Q: 3 clusters Score -142603.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -142619.796875 Penalty: 2430.955811
	Iteration 35Q: 3 clusters Score -142619.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142641.734375 Penalty: 2430.955811
	Iteration 36Q: 3 clusters Score -142641.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -142677.093750 Penalty: 2430.955811
	Iteration 37Q: 3 clusters Score -142677.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -142707.281250 Penalty: 2430.955811
	Iteration 38Q: 3 clusters Score -142707.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142725.984375 Penalty: 2430.955811
	Iteration 39Q: 3 clusters Score -142726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142735.359375 Penalty: 2430.955811
	Iteration 40F: 3 clusters Score -142735.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -142747.796875 Penalty: 2430.955811
	Iteration 41Q: 3 clusters Score -142747.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142757.953125 Penalty: 2430.955811
	Iteration 42Q: 3 clusters Score -142758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142768.156250 Penalty: 2430.955811
	Iteration 43Q: 3 clusters Score -142768.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -142783.968750 Penalty: 2430.955811
	Iteration 44Q: 3 clusters Score -142784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142795.703125 Penalty: 2430.955811
	Iteration 45Q: 3 clusters Score -142795.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -142803.531250 Penalty: 2430.955811
	Iteration 46Q: 3 clusters Score -142803.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -142810.828125 Penalty: 2430.955811
	Iteration 47Q: 3 clusters Score -142810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -142829.484375 Penalty: 2430.955811
	Iteration 48Q: 3 clusters Score -142829.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -142854.562500 Penalty: 2430.955811
	Iteration 49Q: 3 clusters Score -142854.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -142881.828125 Penalty: 2430.955811
	Iteration 50Q: 3 clusters Score -142881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -142897.890625 Penalty: 2430.955811
	Iteration 51Q: 3 clusters Score -142897.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142919.125000 Penalty: 2430.955811
	Iteration 52Q: 3 clusters Score -142919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142933.031250 Penalty: 2430.955811
	Iteration 53Q: 3 clusters Score -142933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -142944.296875 Penalty: 2430.955811
	Iteration 54Q: 3 clusters Score -142944.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -142958.515625 Penalty: 2430.955811
	Iteration 55Q: 3 clusters Score -142958.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -142965.875000 Penalty: 2430.955811
	Iteration 56Q: 3 clusters Score -142965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -142974.250000 Penalty: 2430.955811
	Iteration 57Q: 3 clusters Score -142974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -142978.437500 Penalty: 2430.955811
	Iteration 58Q: 3 clusters Score -142978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -142982.937500 Penalty: 2430.955811
	Iteration 59Q: 3 clusters Score -142982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142999.062500 Penalty: 2430.955811
	Iteration 60F: 3 clusters Score -142999.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -143038.000000 Penalty: 2430.955811
	Iteration 61Q: 3 clusters Score -143038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -143051.312500 Penalty: 2430.955811
	Iteration 62Q: 3 clusters Score -143051.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -143056.171875 Penalty: 2430.955811
	Iteration 63Q: 3 clusters Score -143056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143059.750000 Penalty: 2430.955811
	Iteration 64Q: 3 clusters Score -143059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -143063.109375 Penalty: 2430.955811
	Iteration 65Q: 3 clusters Score -143063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -143064.234375 Penalty: 2430.955811
	Iteration 66Q: 3 clusters Score -143064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -143064.234375 Penalty: 2430.955811
	Iteration 67F: 3 clusters Score -143064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 841 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 931 members 
Entering Unmasked Estep 
Score: -154068880.000000 Penalty: 106475.343750
Splitting cluster 12 changes total score from -154068896.000000 to -154068880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (120407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120407 members 
Entering Unmasked Estep 
Score: -12571033.000000 Penalty: 1901.027954
	Iteration 0F: 2 clusters Score -1.257103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -12490843.000000 Penalty: 3802.055908
	Iteration 0F: 3 clusters Score -1.249084e+07 nChanged 57591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -12524429.000000 Penalty: 3802.055908
	Iteration 1F: 3 clusters Score -1.252443e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -12525282.000000 Penalty: 3802.055908
	Iteration 2Q: 3 clusters Score -1.252528e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -12526184.000000 Penalty: 3802.055908
	Iteration 3Q: 3 clusters Score -1.252618e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -12527050.000000 Penalty: 3802.055908
	Iteration 4Q: 3 clusters Score -1.252705e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -12528181.000000 Penalty: 3802.055908
	Iteration 5Q: 3 clusters Score -1.252818e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -12529886.000000 Penalty: 3802.055908
	Iteration 6Q: 3 clusters Score -1.252989e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -12532142.000000 Penalty: 3802.055908
	Iteration 7Q: 3 clusters Score -1.253214e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -12535293.000000 Penalty: 3802.055908
	Iteration 8F: 3 clusters Score -1.253529e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -12539359.000000 Penalty: 3802.055908
	Iteration 9F: 3 clusters Score -1.253936e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -12543475.000000 Penalty: 3802.055908
	Iteration 10F: 3 clusters Score -1.254348e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -12546571.000000 Penalty: 3802.055908
	Iteration 11F: 3 clusters Score -1.254657e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -12548636.000000 Penalty: 3802.055908
	Iteration 12Q: 3 clusters Score -1.254864e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -12549749.000000 Penalty: 3802.055908
	Iteration 13Q: 3 clusters Score -1.254975e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -12550525.000000 Penalty: 3802.055908
	Iteration 14Q: 3 clusters Score -1.255052e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -12550962.000000 Penalty: 3802.055908
	Iteration 15Q: 3 clusters Score -1.255096e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -12551258.000000 Penalty: 3802.055908
	Iteration 16Q: 3 clusters Score -1.255126e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -12551480.000000 Penalty: 3802.055908
	Iteration 17Q: 3 clusters Score -1.255148e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -12551632.000000 Penalty: 3802.055908
	Iteration 18Q: 3 clusters Score -1.255163e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -12551816.000000 Penalty: 3802.055908
	Iteration 19Q: 3 clusters Score -1.255182e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -12552007.000000 Penalty: 3802.055908
	Iteration 20F: 3 clusters Score -1.255201e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -12552173.000000 Penalty: 3802.055908
	Iteration 21Q: 3 clusters Score -1.255217e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -12552315.000000 Penalty: 3802.055908
	Iteration 22Q: 3 clusters Score -1.255232e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -12552430.000000 Penalty: 3802.055908
	Iteration 23Q: 3 clusters Score -1.255243e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -12552583.000000 Penalty: 3802.055908
	Iteration 24Q: 3 clusters Score -1.255258e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -12552769.000000 Penalty: 3802.055908
	Iteration 25Q: 3 clusters Score -1.255277e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -12552950.000000 Penalty: 3802.055908
	Iteration 26Q: 3 clusters Score -1.255295e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -12553153.000000 Penalty: 3802.055908
	Iteration 27Q: 3 clusters Score -1.255315e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -12553270.000000 Penalty: 3802.055908
	Iteration 28Q: 3 clusters Score -1.255327e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -12553478.000000 Penalty: 3802.055908
	Iteration 29Q: 3 clusters Score -1.255348e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -12553642.000000 Penalty: 3802.055908
	Iteration 30Q: 3 clusters Score -1.255364e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -12553854.000000 Penalty: 3802.055908
	Iteration 31Q: 3 clusters Score -1.255385e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -12554131.000000 Penalty: 3802.055908
	Iteration 32Q: 3 clusters Score -1.255413e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -12554341.000000 Penalty: 3802.055908
	Iteration 33Q: 3 clusters Score -1.255434e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -12554536.000000 Penalty: 3802.055908
	Iteration 34Q: 3 clusters Score -1.255454e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -12554737.000000 Penalty: 3802.055908
	Iteration 35Q: 3 clusters Score -1.255474e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -12554947.000000 Penalty: 3802.055908
	Iteration 36Q: 3 clusters Score -1.255495e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -12555188.000000 Penalty: 3802.055908
	Iteration 37Q: 3 clusters Score -1.255519e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -12555380.000000 Penalty: 3802.055908
	Iteration 38Q: 3 clusters Score -1.255538e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -12555676.000000 Penalty: 3802.055908
	Iteration 39Q: 3 clusters Score -1.255568e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -12555819.000000 Penalty: 3802.055908
	Iteration 40F: 3 clusters Score -1.255582e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -12556028.000000 Penalty: 3802.055908
	Iteration 41Q: 3 clusters Score -1.255603e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -12556301.000000 Penalty: 3802.055908
	Iteration 42Q: 3 clusters Score -1.25563e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -12556518.000000 Penalty: 3802.055908
	Iteration 43Q: 3 clusters Score -1.255652e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -12556701.000000 Penalty: 3802.055908
	Iteration 44Q: 3 clusters Score -1.25567e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -12556842.000000 Penalty: 3802.055908
	Iteration 45Q: 3 clusters Score -1.255684e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -12557046.000000 Penalty: 3802.055908
	Iteration 46Q: 3 clusters Score -1.255705e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -12557237.000000 Penalty: 3802.055908
	Iteration 47Q: 3 clusters Score -1.255724e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -12557470.000000 Penalty: 3802.055908
	Iteration 48Q: 3 clusters Score -1.255747e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -12557665.000000 Penalty: 3802.055908
	Iteration 49Q: 3 clusters Score -1.255766e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -12557933.000000 Penalty: 3802.055908
	Iteration 50Q: 3 clusters Score -1.255793e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -12558176.000000 Penalty: 3802.055908
	Iteration 51Q: 3 clusters Score -1.255818e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -12558453.000000 Penalty: 3802.055908
	Iteration 52Q: 3 clusters Score -1.255845e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -12558653.000000 Penalty: 3802.055908
	Iteration 53Q: 3 clusters Score -1.255865e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -12558964.000000 Penalty: 3802.055908
	Iteration 54Q: 3 clusters Score -1.255896e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -12559265.000000 Penalty: 3802.055908
	Iteration 55Q: 3 clusters Score -1.255926e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -12559631.000000 Penalty: 3802.055908
	Iteration 56Q: 3 clusters Score -1.255963e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -12559962.000000 Penalty: 3802.055908
	Iteration 57Q: 3 clusters Score -1.255996e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -12560294.000000 Penalty: 3802.055908
	Iteration 58Q: 3 clusters Score -1.256029e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -12560634.000000 Penalty: 3802.055908
	Iteration 59Q: 3 clusters Score -1.256063e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -12560893.000000 Penalty: 3802.055908
	Iteration 60F: 3 clusters Score -1.256089e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -12561286.000000 Penalty: 3802.055908
	Iteration 61Q: 3 clusters Score -1.256129e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -12561643.000000 Penalty: 3802.055908
	Iteration 62Q: 3 clusters Score -1.256164e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -12561979.000000 Penalty: 3802.055908
	Iteration 63Q: 3 clusters Score -1.256198e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -12562297.000000 Penalty: 3802.055908
	Iteration 64Q: 3 clusters Score -1.25623e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -12562671.000000 Penalty: 3802.055908
	Iteration 65Q: 3 clusters Score -1.256267e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -12562985.000000 Penalty: 3802.055908
	Iteration 66Q: 3 clusters Score -1.256298e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -12563204.000000 Penalty: 3802.055908
	Iteration 67Q: 3 clusters Score -1.25632e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -12563461.000000 Penalty: 3802.055908
	Iteration 68Q: 3 clusters Score -1.256346e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -12563761.000000 Penalty: 3802.055908
	Iteration 69Q: 3 clusters Score -1.256376e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -12564039.000000 Penalty: 3802.055908
	Iteration 70Q: 3 clusters Score -1.256404e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -12564325.000000 Penalty: 3802.055908
	Iteration 71Q: 3 clusters Score -1.256432e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -12564594.000000 Penalty: 3802.055908
	Iteration 72Q: 3 clusters Score -1.256459e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -12564881.000000 Penalty: 3802.055908
	Iteration 73Q: 3 clusters Score -1.256488e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -12565133.000000 Penalty: 3802.055908
	Iteration 74Q: 3 clusters Score -1.256513e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -12565423.000000 Penalty: 3802.055908
	Iteration 75Q: 3 clusters Score -1.256542e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -12565661.000000 Penalty: 3802.055908
	Iteration 76Q: 3 clusters Score -1.256566e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -12565852.000000 Penalty: 3802.055908
	Iteration 77Q: 3 clusters Score -1.256585e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -12566036.000000 Penalty: 3802.055908
	Iteration 78Q: 3 clusters Score -1.256604e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -12566212.000000 Penalty: 3802.055908
	Iteration 79Q: 3 clusters Score -1.256621e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -12566410.000000 Penalty: 3802.055908
	Iteration 80F: 3 clusters Score -1.256641e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -12566534.000000 Penalty: 3802.055908
	Iteration 81Q: 3 clusters Score -1.256653e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -12566691.000000 Penalty: 3802.055908
	Iteration 82Q: 3 clusters Score -1.256669e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -12566907.000000 Penalty: 3802.055908
	Iteration 83Q: 3 clusters Score -1.256691e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 112085 members 
Entering Unmasked Estep 
Score: -12567120.000000 Penalty: 3802.055908
	Iteration 84Q: 3 clusters Score -1.256712e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 112673 members 
Entering Unmasked Estep 
Score: -12567232.000000 Penalty: 3802.055908
	Iteration 85Q: 3 clusters Score -1.256723e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -12567426.000000 Penalty: 3802.055908
	Iteration 86Q: 3 clusters Score -1.256743e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -12567598.000000 Penalty: 3802.055908
	Iteration 87Q: 3 clusters Score -1.25676e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -12567704.000000 Penalty: 3802.055908
	Iteration 88Q: 3 clusters Score -1.25677e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -12567894.000000 Penalty: 3802.055908
	Iteration 89Q: 3 clusters Score -1.256789e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -12568049.000000 Penalty: 3802.055908
	Iteration 90Q: 3 clusters Score -1.256805e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -12568215.000000 Penalty: 3802.055908
	Iteration 91Q: 3 clusters Score -1.256822e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -12568327.000000 Penalty: 3802.055908
	Iteration 92Q: 3 clusters Score -1.256833e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -12568451.000000 Penalty: 3802.055908
	Iteration 93Q: 3 clusters Score -1.256845e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -12568575.000000 Penalty: 3802.055908
	Iteration 94Q: 3 clusters Score -1.256858e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -12568692.000000 Penalty: 3802.055908
	Iteration 95Q: 3 clusters Score -1.256869e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -12568858.000000 Penalty: 3802.055908
	Iteration 96Q: 3 clusters Score -1.256886e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -12568982.000000 Penalty: 3802.055908
	Iteration 97Q: 3 clusters Score -1.256898e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 118086 members 
Entering Unmasked Estep 
Score: -12569059.000000 Penalty: 3802.055908
	Iteration 98Q: 3 clusters Score -1.256906e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 118320 members 
Entering Unmasked Estep 
Score: -12569138.000000 Penalty: 3802.055908
	Iteration 99Q: 3 clusters Score -1.256914e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -12569183.000000 Penalty: 3802.055908
	Iteration 100F: 3 clusters Score -1.256918e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 118658 members 
Entering Unmasked Estep 
Score: -12569251.000000 Penalty: 3802.055908
	Iteration 101Q: 3 clusters Score -1.256925e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 118793 members 
Entering Unmasked Estep 
Score: -12569277.000000 Penalty: 3802.055908
	Iteration 102Q: 3 clusters Score -1.256928e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 118909 members 
Entering Unmasked Estep 
Score: -12569316.000000 Penalty: 3802.055908
	Iteration 103Q: 3 clusters Score -1.256932e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -12569345.000000 Penalty: 3802.055908
	Iteration 104Q: 3 clusters Score -1.256934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -12569372.000000 Penalty: 3802.055908
	Iteration 105Q: 3 clusters Score -1.256937e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -12569394.000000 Penalty: 3802.055908
	Iteration 106Q: 3 clusters Score -1.256939e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -12569438.000000 Penalty: 3802.055908
	Iteration 107Q: 3 clusters Score -1.256944e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 119247 members 
Entering Unmasked Estep 
Score: -12569447.000000 Penalty: 3802.055908
	Iteration 108Q: 3 clusters Score -1.256945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -12569465.000000 Penalty: 3802.055908
	Iteration 109Q: 3 clusters Score -1.256946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -12569476.000000 Penalty: 3802.055908
	Iteration 110Q: 3 clusters Score -1.256948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 119340 members 
Entering Unmasked Estep 
Score: -12569486.000000 Penalty: 3802.055908
	Iteration 111Q: 3 clusters Score -1.256949e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -12569511.000000 Penalty: 3802.055908
	Iteration 112Q: 3 clusters Score -1.256951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
Score: -12569526.000000 Penalty: 3802.055908
	Iteration 113Q: 3 clusters Score -1.256953e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -12569521.000000 Penalty: 3802.055908
	Iteration 114Q: 3 clusters Score -1.256952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -12569529.000000 Penalty: 3802.055908
	Iteration 115Q: 3 clusters Score -1.256953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -12569528.000000 Penalty: 3802.055908
	Iteration 116Q: 3 clusters Score -1.256953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -12569526.000000 Penalty: 3802.055908
	Iteration 117Q: 3 clusters Score -1.256953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -12569525.000000 Penalty: 3802.055908
	Iteration 118Q: 3 clusters Score -1.256952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 119480 members 
Entering Unmasked Estep 
Score: -12569528.000000 Penalty: 3802.055908
	Iteration 119Q: 3 clusters Score -1.256953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
Score: -12569526.000000 Penalty: 3802.055908
	Iteration 120F: 3 clusters Score -1.256953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -12569535.000000 Penalty: 3802.055908
	Iteration 121Q: 3 clusters Score -1.256954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -12569538.000000 Penalty: 3802.055908
	Iteration 122Q: 3 clusters Score -1.256954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -12569532.000000 Penalty: 3802.055908
	Iteration 123Q: 3 clusters Score -1.256953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -12569526.000000 Penalty: 3802.055908
	Iteration 124Q: 3 clusters Score -1.256953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -12569530.000000 Penalty: 3802.055908
	Iteration 125Q: 3 clusters Score -1.256953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -12569533.000000 Penalty: 3802.055908
	Iteration 126Q: 3 clusters Score -1.256953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -12569529.000000 Penalty: 3802.055908
	Iteration 127Q: 3 clusters Score -1.256953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -12569535.000000 Penalty: 3802.055908
	Iteration 128Q: 3 clusters Score -1.256954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -12569545.000000 Penalty: 3802.055908
	Iteration 129Q: 3 clusters Score -1.256954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 119520 members 
Entering Unmasked Estep 
Score: -12569536.000000 Penalty: 3802.055908
	Iteration 130Q: 3 clusters Score -1.256954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -12569535.000000 Penalty: 3802.055908
	Iteration 131Q: 3 clusters Score -1.256954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -12569536.000000 Penalty: 3802.055908
	Iteration 132Q: 3 clusters Score -1.256954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -12569534.000000 Penalty: 3802.055908
	Iteration 133Q: 3 clusters Score -1.256953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -12569538.000000 Penalty: 3802.055908
	Iteration 134Q: 3 clusters Score -1.256954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -12569536.000000 Penalty: 3802.055908
	Iteration 135Q: 3 clusters Score -1.256954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -12569532.000000 Penalty: 3802.055908
	Iteration 136Q: 3 clusters Score -1.256953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -12569532.000000 Penalty: 3802.055908
	Iteration 137F: 3 clusters Score -1.256953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Entering Unmasked Estep 
Score: -7310144.500000 Penalty: 1810.839600
	Iteration 0F: 2 clusters Score -7310144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7264153.500000 Penalty: 3621.679199
	Iteration 0F: 3 clusters Score -7264154 nChanged 32766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -7283126.000000 Penalty: 3621.679199
	Iteration 1F: 3 clusters Score -7283126 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7283909.000000 Penalty: 3621.679199
	Iteration 2Q: 3 clusters Score -7283909 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -7284989.000000 Penalty: 3621.679199
	Iteration 3Q: 3 clusters Score -7284989 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7286637.000000 Penalty: 3621.679199
	Iteration 4F: 3 clusters Score -7286637 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7289074.500000 Penalty: 3621.679199
	Iteration 5F: 3 clusters Score -7289074 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -7292199.500000 Penalty: 3621.679199
	Iteration 6F: 3 clusters Score -7292200 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -7295415.000000 Penalty: 3621.679199
	Iteration 7F: 3 clusters Score -7295415 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -7298236.500000 Penalty: 3621.679199
	Iteration 8F: 3 clusters Score -7298236 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -7300675.500000 Penalty: 3621.679199
	Iteration 9F: 3 clusters Score -7300676 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7302545.000000 Penalty: 3621.679199
	Iteration 10Q: 3 clusters Score -7302545 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7304231.000000 Penalty: 3621.679199
	Iteration 11Q: 3 clusters Score -7304231 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -7305529.000000 Penalty: 3621.679199
	Iteration 12Q: 3 clusters Score -7305529 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -7306541.500000 Penalty: 3621.679199
	Iteration 13Q: 3 clusters Score -7306542 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -7307285.500000 Penalty: 3621.679199
	Iteration 14Q: 3 clusters Score -7307286 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -7307751.500000 Penalty: 3621.679199
	Iteration 15Q: 3 clusters Score -7307752 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -7308119.500000 Penalty: 3621.679199
	Iteration 16Q: 3 clusters Score -7308120 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -7308365.000000 Penalty: 3621.679199
	Iteration 17Q: 3 clusters Score -7308365 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -7308474.000000 Penalty: 3621.679199
	Iteration 18Q: 3 clusters Score -7308474 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -7308532.500000 Penalty: 3621.679199
	Iteration 19Q: 3 clusters Score -7308532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -7308610.000000 Penalty: 3621.679199
	Iteration 20F: 3 clusters Score -7308610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -7308636.500000 Penalty: 3621.679199
	Iteration 21Q: 3 clusters Score -7308636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -7308661.000000 Penalty: 3621.679199
	Iteration 22Q: 3 clusters Score -7308661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -7308654.000000 Penalty: 3621.679199
	Iteration 23Q: 3 clusters Score -7308654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -7308663.000000 Penalty: 3621.679199
	Iteration 24Q: 3 clusters Score -7308663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -7308680.500000 Penalty: 3621.679199
	Iteration 25Q: 3 clusters Score -7308680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -7308694.500000 Penalty: 3621.679199
	Iteration 26Q: 3 clusters Score -7308694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -7308717.500000 Penalty: 3621.679199
	Iteration 27Q: 3 clusters Score -7308718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -7308717.500000 Penalty: 3621.679199
	Iteration 28Q: 3 clusters Score -7308718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -7308724.000000 Penalty: 3621.679199
	Iteration 29Q: 3 clusters Score -7308724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -7308723.000000 Penalty: 3621.679199
	Iteration 30Q: 3 clusters Score -7308723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -7308743.500000 Penalty: 3621.679199
	Iteration 31Q: 3 clusters Score -7308744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -7308743.000000 Penalty: 3621.679199
	Iteration 32Q: 3 clusters Score -7308743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -7308739.500000 Penalty: 3621.679199
	Iteration 33Q: 3 clusters Score -7308740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -7308747.000000 Penalty: 3621.679199
	Iteration 34Q: 3 clusters Score -7308747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -7308746.500000 Penalty: 3621.679199
	Iteration 35Q: 3 clusters Score -7308746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -7308740.500000 Penalty: 3621.679199
	Iteration 36Q: 3 clusters Score -7308740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -7308749.500000 Penalty: 3621.679199
	Iteration 37Q: 3 clusters Score -7308750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -7308751.500000 Penalty: 3621.679199
	Iteration 38Q: 3 clusters Score -7308752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -7308759.500000 Penalty: 3621.679199
	Iteration 39Q: 3 clusters Score -7308760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -7308760.000000 Penalty: 3621.679199
	Iteration 40F: 3 clusters Score -7308760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -7308759.000000 Penalty: 3621.679199
	Iteration 41Q: 3 clusters Score -7308759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -7308760.000000 Penalty: 3621.679199
	Iteration 42Q: 3 clusters Score -7308760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -7308769.500000 Penalty: 3621.679199
	Iteration 43Q: 3 clusters Score -7308770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -7308765.500000 Penalty: 3621.679199
	Iteration 44Q: 3 clusters Score -7308766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -7308766.000000 Penalty: 3621.679199
	Iteration 45Q: 3 clusters Score -7308766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -7308770.500000 Penalty: 3621.679199
	Iteration 46Q: 3 clusters Score -7308770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -7308772.500000 Penalty: 3621.679199
	Iteration 47Q: 3 clusters Score -7308772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -7308776.500000 Penalty: 3621.679199
	Iteration 48Q: 3 clusters Score -7308776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -7308775.500000 Penalty: 3621.679199
	Iteration 49Q: 3 clusters Score -7308776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -7308769.500000 Penalty: 3621.679199
	Iteration 50Q: 3 clusters Score -7308770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -7308776.000000 Penalty: 3621.679199
	Iteration 51Q: 3 clusters Score -7308776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -7308778.000000 Penalty: 3621.679199
	Iteration 52Q: 3 clusters Score -7308778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -7308778.000000 Penalty: 3621.679199
	Iteration 53Q: 3 clusters Score -7308778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -7308773.500000 Penalty: 3621.679199
	Iteration 54Q: 3 clusters Score -7308774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -7308773.500000 Penalty: 3621.679199
	Iteration 55Q: 3 clusters Score -7308774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -7308775.000000 Penalty: 3621.679199
	Iteration 56Q: 3 clusters Score -7308775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -7308781.000000 Penalty: 3621.679199
	Iteration 57Q: 3 clusters Score -7308781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -7308779.500000 Penalty: 3621.679199
	Iteration 58Q: 3 clusters Score -7308780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -7308784.000000 Penalty: 3621.679199
	Iteration 59Q: 3 clusters Score -7308784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -7308790.500000 Penalty: 3621.679199
	Iteration 60F: 3 clusters Score -7308790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -7308793.500000 Penalty: 3621.679199
	Iteration 61Q: 3 clusters Score -7308794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -7308789.500000 Penalty: 3621.679199
	Iteration 62Q: 3 clusters Score -7308790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -7308787.000000 Penalty: 3621.679199
	Iteration 63Q: 3 clusters Score -7308787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -7308786.500000 Penalty: 3621.679199
	Iteration 64Q: 3 clusters Score -7308786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -7308789.000000 Penalty: 3621.679199
	Iteration 65Q: 3 clusters Score -7308789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -7308791.500000 Penalty: 3621.679199
	Iteration 66Q: 3 clusters Score -7308792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -7308797.000000 Penalty: 3621.679199
	Iteration 67Q: 3 clusters Score -7308797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -7308797.500000 Penalty: 3621.679199
	Iteration 68Q: 3 clusters Score -7308798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -7308797.500000 Penalty: 3621.679199
	Iteration 69F: 3 clusters Score -7308798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Entering Unmasked Estep 
Score: -18811004.000000 Penalty: 1966.756226
	Iteration 0F: 2 clusters Score -1.8811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -18695984.000000 Penalty: 3933.512451
	Iteration 0F: 3 clusters Score -1.869598e+07 nChanged 87414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -18747342.000000 Penalty: 3933.512451
	Iteration 1F: 3 clusters Score -1.874734e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -18748288.000000 Penalty: 3933.512451
	Iteration 2Q: 3 clusters Score -1.874829e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -18749390.000000 Penalty: 3933.512451
	Iteration 3Q: 3 clusters Score -1.874939e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -18750718.000000 Penalty: 3933.512451
	Iteration 4Q: 3 clusters Score -1.875072e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -18752114.000000 Penalty: 3933.512451
	Iteration 5Q: 3 clusters Score -1.875211e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -18753894.000000 Penalty: 3933.512451
	Iteration 6Q: 3 clusters Score -1.875389e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -18756056.000000 Penalty: 3933.512451
	Iteration 7Q: 3 clusters Score -1.875606e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -18758754.000000 Penalty: 3933.512451
	Iteration 8Q: 3 clusters Score -1.875875e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -18761826.000000 Penalty: 3933.512451
	Iteration 9Q: 3 clusters Score -1.876183e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 81613 members 
Entering Unmasked Estep 
Score: -18765716.000000 Penalty: 3933.512451
	Iteration 10Q: 3 clusters Score -1.876572e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -18770638.000000 Penalty: 3933.512451
	Iteration 11Q: 3 clusters Score -1.877064e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -18776406.000000 Penalty: 3933.512451
	Iteration 12F: 3 clusters Score -1.877641e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -18781290.000000 Penalty: 3933.512451
	Iteration 13Q: 3 clusters Score -1.878129e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -18784026.000000 Penalty: 3933.512451
	Iteration 14Q: 3 clusters Score -1.878403e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -18785062.000000 Penalty: 3933.512451
	Iteration 15Q: 3 clusters Score -1.878506e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -18785428.000000 Penalty: 3933.512451
	Iteration 16Q: 3 clusters Score -1.878543e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -18785722.000000 Penalty: 3933.512451
	Iteration 17Q: 3 clusters Score -1.878572e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -18786058.000000 Penalty: 3933.512451
	Iteration 18Q: 3 clusters Score -1.878606e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -18786306.000000 Penalty: 3933.512451
	Iteration 19Q: 3 clusters Score -1.878631e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111736 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -18786576.000000 Penalty: 3933.512451
	Iteration 20F: 3 clusters Score -1.878658e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -18786864.000000 Penalty: 3933.512451
	Iteration 21Q: 3 clusters Score -1.878686e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -18787332.000000 Penalty: 3933.512451
	Iteration 22Q: 3 clusters Score -1.878733e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -18787716.000000 Penalty: 3933.512451
	Iteration 23Q: 3 clusters Score -1.878772e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -18788192.000000 Penalty: 3933.512451
	Iteration 24Q: 3 clusters Score -1.878819e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -18788790.000000 Penalty: 3933.512451
	Iteration 25Q: 3 clusters Score -1.878879e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -18789494.000000 Penalty: 3933.512451
	Iteration 26Q: 3 clusters Score -1.878949e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -18790162.000000 Penalty: 3933.512451
	Iteration 27Q: 3 clusters Score -1.879016e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -18790890.000000 Penalty: 3933.512451
	Iteration 28Q: 3 clusters Score -1.879089e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134395 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -18791928.000000 Penalty: 3933.512451
	Iteration 29Q: 3 clusters Score -1.879193e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -18793076.000000 Penalty: 3933.512451
	Iteration 30Q: 3 clusters Score -1.879308e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -18794264.000000 Penalty: 3933.512451
	Iteration 31Q: 3 clusters Score -1.879426e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145172 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -18795664.000000 Penalty: 3933.512451
	Iteration 32Q: 3 clusters Score -1.879566e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149107 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -18797128.000000 Penalty: 3933.512451
	Iteration 33Q: 3 clusters Score -1.879713e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -18798788.000000 Penalty: 3933.512451
	Iteration 34Q: 3 clusters Score -1.879879e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157537 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -18800544.000000 Penalty: 3933.512451
	Iteration 35Q: 3 clusters Score -1.880054e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161946 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -18802044.000000 Penalty: 3933.512451
	Iteration 36Q: 3 clusters Score -1.880204e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -18803646.000000 Penalty: 3933.512451
	Iteration 37Q: 3 clusters Score -1.880365e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -18804976.000000 Penalty: 3933.512451
	Iteration 38Q: 3 clusters Score -1.880498e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172439 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -18806136.000000 Penalty: 3933.512451
	Iteration 39Q: 3 clusters Score -1.880614e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -18807284.000000 Penalty: 3933.512451
	Iteration 40F: 3 clusters Score -1.880728e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -18808144.000000 Penalty: 3933.512451
	Iteration 41Q: 3 clusters Score -1.880814e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177759 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -18808772.000000 Penalty: 3933.512451
	Iteration 42Q: 3 clusters Score -1.880877e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18809162.000000 Penalty: 3933.512451
	Iteration 43Q: 3 clusters Score -1.880916e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178830 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -18809398.000000 Penalty: 3933.512451
	Iteration 44Q: 3 clusters Score -1.88094e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -18809530.000000 Penalty: 3933.512451
	Iteration 45Q: 3 clusters Score -1.880953e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179246 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18809600.000000 Penalty: 3933.512451
	Iteration 46Q: 3 clusters Score -1.88096e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179345 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18809626.000000 Penalty: 3933.512451
	Iteration 47Q: 3 clusters Score -1.880963e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179419 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -18809638.000000 Penalty: 3933.512451
	Iteration 48Q: 3 clusters Score -1.880964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18809668.000000 Penalty: 3933.512451
	Iteration 49Q: 3 clusters Score -1.880967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -18809706.000000 Penalty: 3933.512451
	Iteration 50Q: 3 clusters Score -1.880971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179541 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -18809718.000000 Penalty: 3933.512451
	Iteration 51Q: 3 clusters Score -1.880972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -18809730.000000 Penalty: 3933.512451
	Iteration 52Q: 3 clusters Score -1.880973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18809730.000000 Penalty: 3933.512451
	Iteration 53Q: 3 clusters Score -1.880973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179614 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -18809736.000000 Penalty: 3933.512451
	Iteration 54Q: 3 clusters Score -1.880974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179634 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -18809748.000000 Penalty: 3933.512451
	Iteration 55Q: 3 clusters Score -1.880975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179650 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18809750.000000 Penalty: 3933.512451
	Iteration 56Q: 3 clusters Score -1.880975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -18809750.000000 Penalty: 3933.512451
	Iteration 57Q: 3 clusters Score -1.880975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179676 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -18809758.000000 Penalty: 3933.512451
	Iteration 58Q: 3 clusters Score -1.880976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -18809774.000000 Penalty: 3933.512451
	Iteration 59Q: 3 clusters Score -1.880977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179686 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18809766.000000 Penalty: 3933.512451
	Iteration 60F: 3 clusters Score -1.880977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18809772.000000 Penalty: 3933.512451
	Iteration 61Q: 3 clusters Score -1.880977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18809796.000000 Penalty: 3933.512451
	Iteration 62Q: 3 clusters Score -1.88098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18809802.000000 Penalty: 3933.512451
	Iteration 63Q: 3 clusters Score -1.88098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179711 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18809816.000000 Penalty: 3933.512451
	Iteration 64Q: 3 clusters Score -1.880982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18809810.000000 Penalty: 3933.512451
	Iteration 65Q: 3 clusters Score -1.880981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179717 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18809798.000000 Penalty: 3933.512451
	Iteration 66Q: 3 clusters Score -1.88098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18809798.000000 Penalty: 3933.512451
	Iteration 67Q: 3 clusters Score -1.88098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18809798.000000 Penalty: 3933.512451
	Iteration 68F: 3 clusters Score -1.88098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Entering Unmasked Estep 
Score: -10148457.000000 Penalty: 1865.612427
	Iteration 0F: 2 clusters Score -1.014846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -10084032.000000 Penalty: 3731.224854
	Iteration 0F: 3 clusters Score -1.008403e+07 nChanged 46124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -10110475.000000 Penalty: 3731.224854
	Iteration 1F: 3 clusters Score -1.011048e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -10110917.000000 Penalty: 3731.224854
	Iteration 2Q: 3 clusters Score -1.011092e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -10111441.000000 Penalty: 3731.224854
	Iteration 3Q: 3 clusters Score -1.011144e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -10112140.000000 Penalty: 3731.224854
	Iteration 4Q: 3 clusters Score -1.011214e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -10113134.000000 Penalty: 3731.224854
	Iteration 5Q: 3 clusters Score -1.011313e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -10114386.000000 Penalty: 3731.224854
	Iteration 6Q: 3 clusters Score -1.011439e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -10116176.000000 Penalty: 3731.224854
	Iteration 7Q: 3 clusters Score -1.011618e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -10118666.000000 Penalty: 3731.224854
	Iteration 8Q: 3 clusters Score -1.011867e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -10122103.000000 Penalty: 3731.224854
	Iteration 9F: 3 clusters Score -1.01221e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -10125961.000000 Penalty: 3731.224854
	Iteration 10F: 3 clusters Score -1.012596e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -10128762.000000 Penalty: 3731.224854
	Iteration 11F: 3 clusters Score -1.012876e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -10129908.000000 Penalty: 3731.224854
	Iteration 12Q: 3 clusters Score -1.012991e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -10130344.000000 Penalty: 3731.224854
	Iteration 13Q: 3 clusters Score -1.013034e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -10130478.000000 Penalty: 3731.224854
	Iteration 14Q: 3 clusters Score -1.013048e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -10130620.000000 Penalty: 3731.224854
	Iteration 15Q: 3 clusters Score -1.013062e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -10130738.000000 Penalty: 3731.224854
	Iteration 16Q: 3 clusters Score -1.013074e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -10130846.000000 Penalty: 3731.224854
	Iteration 17Q: 3 clusters Score -1.013085e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -10130994.000000 Penalty: 3731.224854
	Iteration 18Q: 3 clusters Score -1.013099e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -10131043.000000 Penalty: 3731.224854
	Iteration 19Q: 3 clusters Score -1.013104e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -10131135.000000 Penalty: 3731.224854
	Iteration 20F: 3 clusters Score -1.013114e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -10131241.000000 Penalty: 3731.224854
	Iteration 21Q: 3 clusters Score -1.013124e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -10131334.000000 Penalty: 3731.224854
	Iteration 22Q: 3 clusters Score -1.013133e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -10131440.000000 Penalty: 3731.224854
	Iteration 23Q: 3 clusters Score -1.013144e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -10131539.000000 Penalty: 3731.224854
	Iteration 24Q: 3 clusters Score -1.013154e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -10131677.000000 Penalty: 3731.224854
	Iteration 25Q: 3 clusters Score -1.013168e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -10131780.000000 Penalty: 3731.224854
	Iteration 26Q: 3 clusters Score -1.013178e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -10131897.000000 Penalty: 3731.224854
	Iteration 27Q: 3 clusters Score -1.01319e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -10131951.000000 Penalty: 3731.224854
	Iteration 28Q: 3 clusters Score -1.013195e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -10132060.000000 Penalty: 3731.224854
	Iteration 29Q: 3 clusters Score -1.013206e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -10132164.000000 Penalty: 3731.224854
	Iteration 30Q: 3 clusters Score -1.013216e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -10132333.000000 Penalty: 3731.224854
	Iteration 31Q: 3 clusters Score -1.013233e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -10132528.000000 Penalty: 3731.224854
	Iteration 32Q: 3 clusters Score -1.013253e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -10132609.000000 Penalty: 3731.224854
	Iteration 33Q: 3 clusters Score -1.013261e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -10132795.000000 Penalty: 3731.224854
	Iteration 34Q: 3 clusters Score -1.01328e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -10133045.000000 Penalty: 3731.224854
	Iteration 35Q: 3 clusters Score -1.013304e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -10133237.000000 Penalty: 3731.224854
	Iteration 36Q: 3 clusters Score -1.013324e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -10133460.000000 Penalty: 3731.224854
	Iteration 37Q: 3 clusters Score -1.013346e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -10133764.000000 Penalty: 3731.224854
	Iteration 38Q: 3 clusters Score -1.013376e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -10134044.000000 Penalty: 3731.224854
	Iteration 39Q: 3 clusters Score -1.013404e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -10134427.000000 Penalty: 3731.224854
	Iteration 40F: 3 clusters Score -1.013443e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -10134912.000000 Penalty: 3731.224854
	Iteration 41Q: 3 clusters Score -1.013491e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -10135389.000000 Penalty: 3731.224854
	Iteration 42Q: 3 clusters Score -1.013539e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10135908.000000 Penalty: 3731.224854
	Iteration 43Q: 3 clusters Score -1.013591e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -10136650.000000 Penalty: 3731.224854
	Iteration 44Q: 3 clusters Score -1.013665e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -10137501.000000 Penalty: 3731.224854
	Iteration 45Q: 3 clusters Score -1.01375e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -10138441.000000 Penalty: 3731.224854
	Iteration 46Q: 3 clusters Score -1.013844e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -10139397.000000 Penalty: 3731.224854
	Iteration 47Q: 3 clusters Score -1.01394e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -10140457.000000 Penalty: 3731.224854
	Iteration 48Q: 3 clusters Score -1.014046e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -10141632.000000 Penalty: 3731.224854
	Iteration 49Q: 3 clusters Score -1.014163e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -10142826.000000 Penalty: 3731.224854
	Iteration 50Q: 3 clusters Score -1.014283e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -10143875.000000 Penalty: 3731.224854
	Iteration 51Q: 3 clusters Score -1.014388e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10144737.000000 Penalty: 3731.224854
	Iteration 52Q: 3 clusters Score -1.014474e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10145454.000000 Penalty: 3731.224854
	Iteration 53Q: 3 clusters Score -1.014545e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10145944.000000 Penalty: 3731.224854
	Iteration 54Q: 3 clusters Score -1.014594e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10146252.000000 Penalty: 3731.224854
	Iteration 55Q: 3 clusters Score -1.014625e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10146453.000000 Penalty: 3731.224854
	Iteration 56Q: 3 clusters Score -1.014645e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10146576.000000 Penalty: 3731.224854
	Iteration 57Q: 3 clusters Score -1.014658e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10146662.000000 Penalty: 3731.224854
	Iteration 58Q: 3 clusters Score -1.014666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10146712.000000 Penalty: 3731.224854
	Iteration 59Q: 3 clusters Score -1.014671e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10146746.000000 Penalty: 3731.224854
	Iteration 60F: 3 clusters Score -1.014675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10146757.000000 Penalty: 3731.224854
	Iteration 61Q: 3 clusters Score -1.014676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10146778.000000 Penalty: 3731.224854
	Iteration 62Q: 3 clusters Score -1.014678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10146788.000000 Penalty: 3731.224854
	Iteration 63Q: 3 clusters Score -1.014679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10146803.000000 Penalty: 3731.224854
	Iteration 64Q: 3 clusters Score -1.01468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10146817.000000 Penalty: 3731.224854
	Iteration 65Q: 3 clusters Score -1.014682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10146823.000000 Penalty: 3731.224854
	Iteration 66Q: 3 clusters Score -1.014682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10146823.000000 Penalty: 3731.224854
	Iteration 67Q: 3 clusters Score -1.014682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10146818.000000 Penalty: 3731.224854
	Iteration 68Q: 3 clusters Score -1.014682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10146833.000000 Penalty: 3731.224854
	Iteration 69Q: 3 clusters Score -1.014683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10146837.000000 Penalty: 3731.224854
	Iteration 70Q: 3 clusters Score -1.014684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10146833.000000 Penalty: 3731.224854
	Iteration 71Q: 3 clusters Score -1.014683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10146839.000000 Penalty: 3731.224854
	Iteration 72Q: 3 clusters Score -1.014684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10146839.000000 Penalty: 3731.224854
	Iteration 73Q: 3 clusters Score -1.014684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10146860.000000 Penalty: 3731.224854
	Iteration 74Q: 3 clusters Score -1.014686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10146861.000000 Penalty: 3731.224854
	Iteration 75Q: 3 clusters Score -1.014686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10146861.000000 Penalty: 3731.224854
	Iteration 76F: 3 clusters Score -1.014686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Entering Unmasked Estep 
Score: -9953317.000000 Penalty: 1861.582031
	Iteration 0F: 2 clusters Score -9953317 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 46995 members 
Entering Unmasked Estep 
Score: -9890257.000000 Penalty: 3723.164062
	Iteration 0F: 3 clusters Score -9890257 nChanged 45036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -9916351.000000 Penalty: 3723.164062
	Iteration 1F: 3 clusters Score -9916351 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -9917299.000000 Penalty: 3723.164062
	Iteration 2Q: 3 clusters Score -9917299 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -9918828.000000 Penalty: 3723.164062
	Iteration 3Q: 3 clusters Score -9918828 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -9921529.000000 Penalty: 3723.164062
	Iteration 4F: 3 clusters Score -9921529 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -9926100.000000 Penalty: 3723.164062
	Iteration 5F: 3 clusters Score -9926100 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -9933282.000000 Penalty: 3723.164062
	Iteration 6F: 3 clusters Score -9933282 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -9941326.000000 Penalty: 3723.164062
	Iteration 7F: 3 clusters Score -9941326 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -9947387.000000 Penalty: 3723.164062
	Iteration 8F: 3 clusters Score -9947387 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9950146.000000 Penalty: 3723.164062
	Iteration 9Q: 3 clusters Score -9950146 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9951147.000000 Penalty: 3723.164062
	Iteration 10Q: 3 clusters Score -9951147 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9951439.000000 Penalty: 3723.164062
	Iteration 11Q: 3 clusters Score -9951439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9951531.000000 Penalty: 3723.164062
	Iteration 12Q: 3 clusters Score -9951531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9951562.000000 Penalty: 3723.164062
	Iteration 13Q: 3 clusters Score -9951562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9951564.000000 Penalty: 3723.164062
	Iteration 14Q: 3 clusters Score -9951564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9951576.000000 Penalty: 3723.164062
	Iteration 15Q: 3 clusters Score -9951576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9951576.000000 Penalty: 3723.164062
	Iteration 16Q: 3 clusters Score -9951576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9951589.000000 Penalty: 3723.164062
	Iteration 17Q: 3 clusters Score -9951589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9951603.000000 Penalty: 3723.164062
	Iteration 18Q: 3 clusters Score -9951603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9951622.000000 Penalty: 3723.164062
	Iteration 19Q: 3 clusters Score -9951622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9951640.000000 Penalty: 3723.164062
	Iteration 20F: 3 clusters Score -9951640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9951646.000000 Penalty: 3723.164062
	Iteration 21Q: 3 clusters Score -9951646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9951657.000000 Penalty: 3723.164062
	Iteration 22Q: 3 clusters Score -9951657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9951659.000000 Penalty: 3723.164062
	Iteration 23Q: 3 clusters Score -9951659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9951663.000000 Penalty: 3723.164062
	Iteration 24Q: 3 clusters Score -9951663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9951664.000000 Penalty: 3723.164062
	Iteration 25Q: 3 clusters Score -9951664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9951671.000000 Penalty: 3723.164062
	Iteration 26Q: 3 clusters Score -9951671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9951669.000000 Penalty: 3723.164062
	Iteration 27Q: 3 clusters Score -9951669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9951669.000000 Penalty: 3723.164062
	Iteration 28F: 3 clusters Score -9951669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Entering Unmasked Estep 
Score: -1187427.750000 Penalty: 1517.258179
	Iteration 0F: 2 clusters Score -1187428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1179342.125000 Penalty: 3034.516357
	Iteration 0F: 3 clusters Score -1179342 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1182085.250000 Penalty: 3034.516357
	Iteration 1F: 3 clusters Score -1182085 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1182397.625000 Penalty: 3034.516357
	Iteration 2F: 3 clusters Score -1182398 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1182749.375000 Penalty: 3034.516357
	Iteration 3F: 3 clusters Score -1182749 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1183194.125000 Penalty: 3034.516357
	Iteration 4F: 3 clusters Score -1183194 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1183664.125000 Penalty: 3034.516357
	Iteration 5F: 3 clusters Score -1183664 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1184173.625000 Penalty: 3034.516357
	Iteration 6F: 3 clusters Score -1184174 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1184718.000000 Penalty: 3034.516357
	Iteration 7F: 3 clusters Score -1184718 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1185161.250000 Penalty: 3034.516357
	Iteration 8F: 3 clusters Score -1185161 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1185514.250000 Penalty: 3034.516357
	Iteration 9Q: 3 clusters Score -1185514 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1185811.250000 Penalty: 3034.516357
	Iteration 10Q: 3 clusters Score -1185811 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1186039.250000 Penalty: 3034.516357
	Iteration 11Q: 3 clusters Score -1186039 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1186210.000000 Penalty: 3034.516357
	Iteration 12Q: 3 clusters Score -1186210 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1186340.500000 Penalty: 3034.516357
	Iteration 13Q: 3 clusters Score -1186340 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1186429.500000 Penalty: 3034.516357
	Iteration 14Q: 3 clusters Score -1186430 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1186505.625000 Penalty: 3034.516357
	Iteration 15Q: 3 clusters Score -1186506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1186548.750000 Penalty: 3034.516357
	Iteration 16Q: 3 clusters Score -1186549 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1186586.625000 Penalty: 3034.516357
	Iteration 17Q: 3 clusters Score -1186587 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1186614.750000 Penalty: 3034.516357
	Iteration 18Q: 3 clusters Score -1186615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1186623.500000 Penalty: 3034.516357
	Iteration 19Q: 3 clusters Score -1186624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1186626.250000 Penalty: 3034.516357
	Iteration 20F: 3 clusters Score -1186626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1186627.500000 Penalty: 3034.516357
	Iteration 21Q: 3 clusters Score -1186628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1186632.500000 Penalty: 3034.516357
	Iteration 22Q: 3 clusters Score -1186632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1186635.250000 Penalty: 3034.516357
	Iteration 23Q: 3 clusters Score -1186635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1186636.750000 Penalty: 3034.516357
	Iteration 24Q: 3 clusters Score -1186637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1186636.875000 Penalty: 3034.516357
	Iteration 25Q: 3 clusters Score -1186637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1186636.625000 Penalty: 3034.516357
	Iteration 26Q: 3 clusters Score -1186637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1186636.375000 Penalty: 3034.516357
	Iteration 27Q: 3 clusters Score -1186636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1186637.875000 Penalty: 3034.516357
	Iteration 28Q: 3 clusters Score -1186638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1186638.750000 Penalty: 3034.516357
	Iteration 29Q: 3 clusters Score -1186639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1186639.750000 Penalty: 3034.516357
	Iteration 30Q: 3 clusters Score -1186640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1186638.875000 Penalty: 3034.516357
	Iteration 31Q: 3 clusters Score -1186639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1186642.375000 Penalty: 3034.516357
	Iteration 32Q: 3 clusters Score -1186642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1186641.750000 Penalty: 3034.516357
	Iteration 33Q: 3 clusters Score -1186642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1186640.250000 Penalty: 3034.516357
	Iteration 34Q: 3 clusters Score -1186640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1186644.625000 Penalty: 3034.516357
	Iteration 35Q: 3 clusters Score -1186645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1186643.875000 Penalty: 3034.516357
	Iteration 36Q: 3 clusters Score -1186644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1186641.875000 Penalty: 3034.516357
	Iteration 37Q: 3 clusters Score -1186642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1186643.125000 Penalty: 3034.516357
	Iteration 38Q: 3 clusters Score -1186643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1186642.750000 Penalty: 3034.516357
	Iteration 39Q: 3 clusters Score -1186643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1186642.625000 Penalty: 3034.516357
	Iteration 40F: 3 clusters Score -1186643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1186643.500000 Penalty: 3034.516357
	Iteration 41Q: 3 clusters Score -1186644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1186644.750000 Penalty: 3034.516357
	Iteration 42Q: 3 clusters Score -1186645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1186645.125000 Penalty: 3034.516357
	Iteration 43Q: 3 clusters Score -1186645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1186644.750000 Penalty: 3034.516357
	Iteration 44Q: 3 clusters Score -1186645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1186644.750000 Penalty: 3034.516357
	Iteration 45F: 3 clusters Score -1186645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -317713.031250 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -317713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -314839.000000 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -314839 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -315756.843750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -315756.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -316169.281250 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -316169.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -316665.156250 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -316665.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -317044.843750 Penalty: 2636.083984
	Iteration 4F: 3 clusters Score -317044.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -317371.750000 Penalty: 2636.083984
	Iteration 5F: 3 clusters Score -317371.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -317590.656250 Penalty: 2636.083984
	Iteration 6F: 3 clusters Score -317590.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -317753.375000 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -317753.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -317868.250000 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -317868.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -317932.781250 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -317932.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -317967.187500 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -317967.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -317994.375000 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -317994.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -318012.625000 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -318012.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -318026.187500 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -318026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -318041.937500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -318041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -318053.531250 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -318053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -318065.093750 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -318065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -318078.468750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -318078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -318090.156250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -318090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -318120.750000 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -318120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -318171.937500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -318171.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -318228.062500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -318228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -318258.312500 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -318258.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -318280.437500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -318280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -318293.437500 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -318293.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -318300.281250 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -318300.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -318309.593750 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -318309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -318315.687500 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -318315.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -318320.656250 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -318320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -318323.875000 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -318323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -318325.031250 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -318325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -318325.968750 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -318326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -318326.343750 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -318326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -318326.593750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -318326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -318326.593750 Penalty: 2636.083984
	Iteration 34F: 3 clusters Score -318326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 1133 members 
Entering Unmasked Estep 
Score: -154068400.000000 Penalty: 106475.343750
Splitting cluster 19 changes total score from -154068896.000000 to -154068400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Entering Unmasked Estep 
Score: -897139.125000 Penalty: 1488.088379
	Iteration 0F: 2 clusters Score -897139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -890299.750000 Penalty: 2976.176758
	Iteration 0F: 3 clusters Score -890299.8 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -892939.375000 Penalty: 2976.176758
	Iteration 1F: 3 clusters Score -892939.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -893476.062500 Penalty: 2976.176758
	Iteration 2F: 3 clusters Score -893476.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -893863.250000 Penalty: 2976.176758
	Iteration 3F: 3 clusters Score -893863.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -894134.750000 Penalty: 2976.176758
	Iteration 4F: 3 clusters Score -894134.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -894346.812500 Penalty: 2976.176758
	Iteration 5Q: 3 clusters Score -894346.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -894488.562500 Penalty: 2976.176758
	Iteration 6Q: 3 clusters Score -894488.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -894623.937500 Penalty: 2976.176758
	Iteration 7Q: 3 clusters Score -894623.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -894718.750000 Penalty: 2976.176758
	Iteration 8Q: 3 clusters Score -894718.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -894815.500000 Penalty: 2976.176758
	Iteration 9Q: 3 clusters Score -894815.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -894892.312500 Penalty: 2976.176758
	Iteration 10Q: 3 clusters Score -894892.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -894953.687500 Penalty: 2976.176758
	Iteration 11Q: 3 clusters Score -894953.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -895024.937500 Penalty: 2976.176758
	Iteration 12Q: 3 clusters Score -895024.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -895108.562500 Penalty: 2976.176758
	Iteration 13Q: 3 clusters Score -895108.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -895177.875000 Penalty: 2976.176758
	Iteration 14Q: 3 clusters Score -895177.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -895253.375000 Penalty: 2976.176758
	Iteration 15Q: 3 clusters Score -895253.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -895326.812500 Penalty: 2976.176758
	Iteration 16Q: 3 clusters Score -895326.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -895409.250000 Penalty: 2976.176758
	Iteration 17Q: 3 clusters Score -895409.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -895477.937500 Penalty: 2976.176758
	Iteration 18Q: 3 clusters Score -895477.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -895532.250000 Penalty: 2976.176758
	Iteration 19Q: 3 clusters Score -895532.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -895584.250000 Penalty: 2976.176758
	Iteration 20F: 3 clusters Score -895584.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -895629.125000 Penalty: 2976.176758
	Iteration 21Q: 3 clusters Score -895629.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -895665.562500 Penalty: 2976.176758
	Iteration 22Q: 3 clusters Score -895665.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -895697.562500 Penalty: 2976.176758
	Iteration 23Q: 3 clusters Score -895697.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -895729.687500 Penalty: 2976.176758
	Iteration 24Q: 3 clusters Score -895729.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -895760.187500 Penalty: 2976.176758
	Iteration 25Q: 3 clusters Score -895760.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -895783.250000 Penalty: 2976.176758
	Iteration 26Q: 3 clusters Score -895783.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -895799.937500 Penalty: 2976.176758
	Iteration 27Q: 3 clusters Score -895799.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -895819.875000 Penalty: 2976.176758
	Iteration 28Q: 3 clusters Score -895819.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -895839.500000 Penalty: 2976.176758
	Iteration 29Q: 3 clusters Score -895839.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -895862.312500 Penalty: 2976.176758
	Iteration 30Q: 3 clusters Score -895862.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -895879.875000 Penalty: 2976.176758
	Iteration 31Q: 3 clusters Score -895879.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -895896.812500 Penalty: 2976.176758
	Iteration 32Q: 3 clusters Score -895896.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -895918.375000 Penalty: 2976.176758
	Iteration 33Q: 3 clusters Score -895918.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -895930.437500 Penalty: 2976.176758
	Iteration 34Q: 3 clusters Score -895930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -895942.500000 Penalty: 2976.176758
	Iteration 35Q: 3 clusters Score -895942.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -895955.250000 Penalty: 2976.176758
	Iteration 36Q: 3 clusters Score -895955.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -895965.250000 Penalty: 2976.176758
	Iteration 37Q: 3 clusters Score -895965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -895973.000000 Penalty: 2976.176758
	Iteration 38Q: 3 clusters Score -895973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -895978.562500 Penalty: 2976.176758
	Iteration 39Q: 3 clusters Score -895978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -895984.937500 Penalty: 2976.176758
	Iteration 40F: 3 clusters Score -895984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -895990.750000 Penalty: 2976.176758
	Iteration 41Q: 3 clusters Score -895990.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -895998.000000 Penalty: 2976.176758
	Iteration 42Q: 3 clusters Score -895998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -896002.062500 Penalty: 2976.176758
	Iteration 43Q: 3 clusters Score -896002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -896008.312500 Penalty: 2976.176758
	Iteration 44Q: 3 clusters Score -896008.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -896016.937500 Penalty: 2976.176758
	Iteration 45Q: 3 clusters Score -896016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -896022.937500 Penalty: 2976.176758
	Iteration 46Q: 3 clusters Score -896022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -896024.250000 Penalty: 2976.176758
	Iteration 47Q: 3 clusters Score -896024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -896027.625000 Penalty: 2976.176758
	Iteration 48Q: 3 clusters Score -896027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -896029.625000 Penalty: 2976.176758
	Iteration 49Q: 3 clusters Score -896029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -896031.000000 Penalty: 2976.176758
	Iteration 50Q: 3 clusters Score -896031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -896030.750000 Penalty: 2976.176758
	Iteration 51Q: 3 clusters Score -896030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -896033.437500 Penalty: 2976.176758
	Iteration 52Q: 3 clusters Score -896033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -896033.437500 Penalty: 2976.176758
	Iteration 53F: 3 clusters Score -896033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -752183.250000 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -752183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -746437.125000 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -746437.1 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -748750.312500 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -748750.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -749379.187500 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -749379.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -750012.687500 Penalty: 2916.462891
	Iteration 3F: 3 clusters Score -750012.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -750503.937500 Penalty: 2916.462891
	Iteration 4F: 3 clusters Score -750503.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -750849.187500 Penalty: 2916.462891
	Iteration 5F: 3 clusters Score -750849.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -751155.375000 Penalty: 2916.462891
	Iteration 6Q: 3 clusters Score -751155.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -751377.750000 Penalty: 2916.462891
	Iteration 7Q: 3 clusters Score -751377.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -751524.062500 Penalty: 2916.462891
	Iteration 8Q: 3 clusters Score -751524.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -751604.687500 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -751604.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -751649.187500 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -751649.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -751679.500000 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -751679.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -751694.437500 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -751694.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -751706.437500 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -751706.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -751713.750000 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -751713.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -751719.750000 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -751719.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -751728.500000 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -751728.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -751729.375000 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -751729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -751732.875000 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -751732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -751739.812500 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -751739.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -751740.625000 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -751740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -751742.312500 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -751742.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -751747.812500 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -751747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -751752.125000 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -751752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -751754.875000 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -751754.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -751761.125000 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -751761.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -751766.125000 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -751766.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -751768.437500 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -751768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -751772.437500 Penalty: 2916.462891
	Iteration 28Q: 3 clusters Score -751772.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -751774.875000 Penalty: 2916.462891
	Iteration 29Q: 3 clusters Score -751774.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -751778.187500 Penalty: 2916.462891
	Iteration 30Q: 3 clusters Score -751778.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -751781.437500 Penalty: 2916.462891
	Iteration 31Q: 3 clusters Score -751781.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -751783.812500 Penalty: 2916.462891
	Iteration 32Q: 3 clusters Score -751783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -751788.625000 Penalty: 2916.462891
	Iteration 33Q: 3 clusters Score -751788.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -751789.500000 Penalty: 2916.462891
	Iteration 34Q: 3 clusters Score -751789.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -751793.687500 Penalty: 2916.462891
	Iteration 35Q: 3 clusters Score -751793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -751797.562500 Penalty: 2916.462891
	Iteration 36Q: 3 clusters Score -751797.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -751800.937500 Penalty: 2916.462891
	Iteration 37Q: 3 clusters Score -751800.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -751809.500000 Penalty: 2916.462891
	Iteration 38Q: 3 clusters Score -751809.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -751817.812500 Penalty: 2916.462891
	Iteration 39Q: 3 clusters Score -751817.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -751830.687500 Penalty: 2916.462891
	Iteration 40F: 3 clusters Score -751830.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -751839.937500 Penalty: 2916.462891
	Iteration 41Q: 3 clusters Score -751839.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -751854.500000 Penalty: 2916.462891
	Iteration 42Q: 3 clusters Score -751854.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -751865.625000 Penalty: 2916.462891
	Iteration 43Q: 3 clusters Score -751865.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -751879.250000 Penalty: 2916.462891
	Iteration 44Q: 3 clusters Score -751879.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -751895.375000 Penalty: 2916.462891
	Iteration 45Q: 3 clusters Score -751895.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -751905.750000 Penalty: 2916.462891
	Iteration 46Q: 3 clusters Score -751905.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -751917.062500 Penalty: 2916.462891
	Iteration 47Q: 3 clusters Score -751917.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -751927.562500 Penalty: 2916.462891
	Iteration 48Q: 3 clusters Score -751927.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -751936.000000 Penalty: 2916.462891
	Iteration 49Q: 3 clusters Score -751936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -751938.000000 Penalty: 2916.462891
	Iteration 50Q: 3 clusters Score -751938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -751940.437500 Penalty: 2916.462891
	Iteration 51Q: 3 clusters Score -751940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -751942.750000 Penalty: 2916.462891
	Iteration 52Q: 3 clusters Score -751942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -751943.937500 Penalty: 2916.462891
	Iteration 53Q: 3 clusters Score -751943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -751946.625000 Penalty: 2916.462891
	Iteration 54Q: 3 clusters Score -751946.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -751950.062500 Penalty: 2916.462891
	Iteration 55Q: 3 clusters Score -751950.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -751954.312500 Penalty: 2916.462891
	Iteration 56Q: 3 clusters Score -751954.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -751958.187500 Penalty: 2916.462891
	Iteration 57Q: 3 clusters Score -751958.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -751961.750000 Penalty: 2916.462891
	Iteration 58Q: 3 clusters Score -751961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -751964.125000 Penalty: 2916.462891
	Iteration 59Q: 3 clusters Score -751964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -751966.812500 Penalty: 2916.462891
	Iteration 60F: 3 clusters Score -751966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -751967.250000 Penalty: 2916.462891
	Iteration 61Q: 3 clusters Score -751967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -751969.875000 Penalty: 2916.462891
	Iteration 62Q: 3 clusters Score -751969.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -751971.812500 Penalty: 2916.462891
	Iteration 63Q: 3 clusters Score -751971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -751973.937500 Penalty: 2916.462891
	Iteration 64Q: 3 clusters Score -751973.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -751975.437500 Penalty: 2916.462891
	Iteration 65Q: 3 clusters Score -751975.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -751980.125000 Penalty: 2916.462891
	Iteration 66Q: 3 clusters Score -751980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -751981.187500 Penalty: 2916.462891
	Iteration 67Q: 3 clusters Score -751981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -751982.125000 Penalty: 2916.462891
	Iteration 68Q: 3 clusters Score -751982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -751982.875000 Penalty: 2916.462891
	Iteration 69Q: 3 clusters Score -751982.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -751985.312500 Penalty: 2916.462891
	Iteration 70Q: 3 clusters Score -751985.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -751987.000000 Penalty: 2916.462891
	Iteration 71Q: 3 clusters Score -751987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -751989.625000 Penalty: 2916.462891
	Iteration 72Q: 3 clusters Score -751989.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -751990.437500 Penalty: 2916.462891
	Iteration 73Q: 3 clusters Score -751990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -751991.437500 Penalty: 2916.462891
	Iteration 74Q: 3 clusters Score -751991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -751992.125000 Penalty: 2916.462891
	Iteration 75Q: 3 clusters Score -751992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -751991.312500 Penalty: 2916.462891
	Iteration 76Q: 3 clusters Score -751991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -751995.062500 Penalty: 2916.462891
	Iteration 77Q: 3 clusters Score -751995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -751995.375000 Penalty: 2916.462891
	Iteration 78Q: 3 clusters Score -751995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -751994.437500 Penalty: 2916.462891
	Iteration 79Q: 3 clusters Score -751994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -751996.312500 Penalty: 2916.462891
	Iteration 80F: 3 clusters Score -751996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -751996.500000 Penalty: 2916.462891
	Iteration 81Q: 3 clusters Score -751996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -751996.500000 Penalty: 2916.462891
	Iteration 82F: 3 clusters Score -751996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Entering Unmasked Estep 
Score: -2286094.500000 Penalty: 1628.954102
	Iteration 0F: 2 clusters Score -2286094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2270698.750000 Penalty: 3257.908203
	Iteration 0F: 3 clusters Score -2270699 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2276492.500000 Penalty: 3257.908203
	Iteration 1F: 3 clusters Score -2276492 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2277129.000000 Penalty: 3257.908203
	Iteration 2F: 3 clusters Score -2277129 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2277784.250000 Penalty: 3257.908203
	Iteration 3F: 3 clusters Score -2277784 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2278437.000000 Penalty: 3257.908203
	Iteration 4F: 3 clusters Score -2278437 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2279172.250000 Penalty: 3257.908203
	Iteration 5F: 3 clusters Score -2279172 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2279905.500000 Penalty: 3257.908203
	Iteration 6F: 3 clusters Score -2279906 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2280645.000000 Penalty: 3257.908203
	Iteration 7F: 3 clusters Score -2280645 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2281288.500000 Penalty: 3257.908203
	Iteration 8Q: 3 clusters Score -2281288 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2281915.000000 Penalty: 3257.908203
	Iteration 9Q: 3 clusters Score -2281915 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2282386.750000 Penalty: 3257.908203
	Iteration 10Q: 3 clusters Score -2282387 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2282802.000000 Penalty: 3257.908203
	Iteration 11Q: 3 clusters Score -2282802 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2283106.250000 Penalty: 3257.908203
	Iteration 12Q: 3 clusters Score -2283106 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2283377.500000 Penalty: 3257.908203
	Iteration 13Q: 3 clusters Score -2283378 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2283633.000000 Penalty: 3257.908203
	Iteration 14Q: 3 clusters Score -2283633 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2283881.750000 Penalty: 3257.908203
	Iteration 15Q: 3 clusters Score -2283882 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2284102.250000 Penalty: 3257.908203
	Iteration 16Q: 3 clusters Score -2284102 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2284284.000000 Penalty: 3257.908203
	Iteration 17Q: 3 clusters Score -2284284 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2284400.750000 Penalty: 3257.908203
	Iteration 18Q: 3 clusters Score -2284401 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2284483.000000 Penalty: 3257.908203
	Iteration 19Q: 3 clusters Score -2284483 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2284546.750000 Penalty: 3257.908203
	Iteration 20F: 3 clusters Score -2284547 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2284588.250000 Penalty: 3257.908203
	Iteration 21Q: 3 clusters Score -2284588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2284615.500000 Penalty: 3257.908203
	Iteration 22Q: 3 clusters Score -2284616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2284645.750000 Penalty: 3257.908203
	Iteration 23Q: 3 clusters Score -2284646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2284660.750000 Penalty: 3257.908203
	Iteration 24Q: 3 clusters Score -2284661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2284673.000000 Penalty: 3257.908203
	Iteration 25Q: 3 clusters Score -2284673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2284684.500000 Penalty: 3257.908203
	Iteration 26Q: 3 clusters Score -2284684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2284687.750000 Penalty: 3257.908203
	Iteration 27Q: 3 clusters Score -2284688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2284686.750000 Penalty: 3257.908203
	Iteration 28Q: 3 clusters Score -2284687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2284695.250000 Penalty: 3257.908203
	Iteration 29Q: 3 clusters Score -2284695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2284697.250000 Penalty: 3257.908203
	Iteration 30Q: 3 clusters Score -2284697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2284695.250000 Penalty: 3257.908203
	Iteration 31Q: 3 clusters Score -2284695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2284698.000000 Penalty: 3257.908203
	Iteration 32Q: 3 clusters Score -2284698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2284696.000000 Penalty: 3257.908203
	Iteration 33Q: 3 clusters Score -2284696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2284701.500000 Penalty: 3257.908203
	Iteration 34Q: 3 clusters Score -2284702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2284703.000000 Penalty: 3257.908203
	Iteration 35Q: 3 clusters Score -2284703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2284706.250000 Penalty: 3257.908203
	Iteration 36Q: 3 clusters Score -2284706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2284706.500000 Penalty: 3257.908203
	Iteration 37Q: 3 clusters Score -2284706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2284709.250000 Penalty: 3257.908203
	Iteration 38Q: 3 clusters Score -2284709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2284710.500000 Penalty: 3257.908203
	Iteration 39Q: 3 clusters Score -2284710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2284710.250000 Penalty: 3257.908203
	Iteration 40F: 3 clusters Score -2284710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2284714.500000 Penalty: 3257.908203
	Iteration 41Q: 3 clusters Score -2284714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2284714.500000 Penalty: 3257.908203
	Iteration 42F: 3 clusters Score -2284714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -366745.343750 Penalty: 1340.895386
	Iteration 0F: 2 clusters Score -366745.3 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 1896 members 
Entering Unmasked Estep 
Score: -363542.062500 Penalty: 2681.790771
	Iteration 0F: 3 clusters Score -363542.1 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -364483.781250 Penalty: 2681.790771
	Iteration 1F: 3 clusters Score -364483.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -364663.062500 Penalty: 2681.790771
	Iteration 2F: 3 clusters Score -364663.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -364809.062500 Penalty: 2681.790771
	Iteration 3F: 3 clusters Score -364809.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -364948.156250 Penalty: 2681.790771
	Iteration 4Q: 3 clusters Score -364948.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -365080.875000 Penalty: 2681.790771
	Iteration 5Q: 3 clusters Score -365080.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -365186.375000 Penalty: 2681.790771
	Iteration 6Q: 3 clusters Score -365186.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -365258.250000 Penalty: 2681.790771
	Iteration 7Q: 3 clusters Score -365258.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -365326.375000 Penalty: 2681.790771
	Iteration 8Q: 3 clusters Score -365326.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -365393.781250 Penalty: 2681.790771
	Iteration 9Q: 3 clusters Score -365393.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -365462.437500 Penalty: 2681.790771
	Iteration 10Q: 3 clusters Score -365462.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -365526.062500 Penalty: 2681.790771
	Iteration 11Q: 3 clusters Score -365526.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -365595.718750 Penalty: 2681.790771
	Iteration 12Q: 3 clusters Score -365595.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -365666.093750 Penalty: 2681.790771
	Iteration 13Q: 3 clusters Score -365666.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -365777.500000 Penalty: 2681.790771
	Iteration 14Q: 3 clusters Score -365777.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -365868.093750 Penalty: 2681.790771
	Iteration 15Q: 3 clusters Score -365868.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -365939.343750 Penalty: 2681.790771
	Iteration 16Q: 3 clusters Score -365939.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -366001.125000 Penalty: 2681.790771
	Iteration 17Q: 3 clusters Score -366001.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -366050.312500 Penalty: 2681.790771
	Iteration 18Q: 3 clusters Score -366050.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -366094.687500 Penalty: 2681.790771
	Iteration 19Q: 3 clusters Score -366094.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -366135.843750 Penalty: 2681.790771
	Iteration 20F: 3 clusters Score -366135.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -366166.875000 Penalty: 2681.790771
	Iteration 21Q: 3 clusters Score -366166.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -366191.156250 Penalty: 2681.790771
	Iteration 22Q: 3 clusters Score -366191.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -366210.218750 Penalty: 2681.790771
	Iteration 23Q: 3 clusters Score -366210.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -366221.906250 Penalty: 2681.790771
	Iteration 24Q: 3 clusters Score -366221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -366231.468750 Penalty: 2681.790771
	Iteration 25Q: 3 clusters Score -366231.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -366241.156250 Penalty: 2681.790771
	Iteration 26Q: 3 clusters Score -366241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -366246.531250 Penalty: 2681.790771
	Iteration 27Q: 3 clusters Score -366246.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -366252.375000 Penalty: 2681.790771
	Iteration 28Q: 3 clusters Score -366252.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366253.656250 Penalty: 2681.790771
	Iteration 29Q: 3 clusters Score -366253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -366256.156250 Penalty: 2681.790771
	Iteration 30Q: 3 clusters Score -366256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -366256.875000 Penalty: 2681.790771
	Iteration 31Q: 3 clusters Score -366256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -366258.375000 Penalty: 2681.790771
	Iteration 32Q: 3 clusters Score -366258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -366259.156250 Penalty: 2681.790771
	Iteration 33Q: 3 clusters Score -366259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -366260.281250 Penalty: 2681.790771
	Iteration 34Q: 3 clusters Score -366260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -366262.031250 Penalty: 2681.790771
	Iteration 35Q: 3 clusters Score -366262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -366264.625000 Penalty: 2681.790771
	Iteration 36Q: 3 clusters Score -366264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -366269.843750 Penalty: 2681.790771
	Iteration 37Q: 3 clusters Score -366269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -366273.968750 Penalty: 2681.790771
	Iteration 38Q: 3 clusters Score -366274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -366283.312500 Penalty: 2681.790771
	Iteration 39Q: 3 clusters Score -366283.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -366300.843750 Penalty: 2681.790771
	Iteration 40F: 3 clusters Score -366300.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -366313.125000 Penalty: 2681.790771
	Iteration 41Q: 3 clusters Score -366313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -366320.375000 Penalty: 2681.790771
	Iteration 42Q: 3 clusters Score -366320.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -366323.937500 Penalty: 2681.790771
	Iteration 43Q: 3 clusters Score -366323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -366326.062500 Penalty: 2681.790771
	Iteration 44Q: 3 clusters Score -366326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -366326.531250 Penalty: 2681.790771
	Iteration 45Q: 3 clusters Score -366326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -366326.531250 Penalty: 2681.790771
	Iteration 46F: 3 clusters Score -366326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Entering Unmasked Estep 
Score: -1786837.750000 Penalty: 1578.046387
	Iteration 0F: 2 clusters Score -1786838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1775385.750000 Penalty: 3156.092773
	Iteration 0F: 3 clusters Score -1775386 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1779391.625000 Penalty: 3156.092773
	Iteration 1F: 3 clusters Score -1779392 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1779678.375000 Penalty: 3156.092773
	Iteration 2Q: 3 clusters Score -1779678 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1779931.250000 Penalty: 3156.092773
	Iteration 3Q: 3 clusters Score -1779931 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1780151.000000 Penalty: 3156.092773
	Iteration 4Q: 3 clusters Score -1780151 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1780377.500000 Penalty: 3156.092773
	Iteration 5Q: 3 clusters Score -1780378 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1780674.500000 Penalty: 3156.092773
	Iteration 6Q: 3 clusters Score -1780674 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1781114.625000 Penalty: 3156.092773
	Iteration 7Q: 3 clusters Score -1781115 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1781745.000000 Penalty: 3156.092773
	Iteration 8F: 3 clusters Score -1781745 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1782635.500000 Penalty: 3156.092773
	Iteration 9F: 3 clusters Score -1782636 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1783657.000000 Penalty: 3156.092773
	Iteration 10F: 3 clusters Score -1783657 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1784478.000000 Penalty: 3156.092773
	Iteration 11F: 3 clusters Score -1784478 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1785032.125000 Penalty: 3156.092773
	Iteration 12Q: 3 clusters Score -1785032 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1785301.000000 Penalty: 3156.092773
	Iteration 13Q: 3 clusters Score -1785301 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1785409.250000 Penalty: 3156.092773
	Iteration 14Q: 3 clusters Score -1785409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1785472.625000 Penalty: 3156.092773
	Iteration 15Q: 3 clusters Score -1785473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1785509.500000 Penalty: 3156.092773
	Iteration 16Q: 3 clusters Score -1785510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1785533.875000 Penalty: 3156.092773
	Iteration 17Q: 3 clusters Score -1785534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1785546.875000 Penalty: 3156.092773
	Iteration 18Q: 3 clusters Score -1785547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1785551.000000 Penalty: 3156.092773
	Iteration 19Q: 3 clusters Score -1785551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1785554.375000 Penalty: 3156.092773
	Iteration 20F: 3 clusters Score -1785554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1785556.500000 Penalty: 3156.092773
	Iteration 21Q: 3 clusters Score -1785556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1785560.875000 Penalty: 3156.092773
	Iteration 22Q: 3 clusters Score -1785561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1785563.125000 Penalty: 3156.092773
	Iteration 23Q: 3 clusters Score -1785563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1785561.875000 Penalty: 3156.092773
	Iteration 24Q: 3 clusters Score -1785562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1785567.500000 Penalty: 3156.092773
	Iteration 25Q: 3 clusters Score -1785568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1785570.375000 Penalty: 3156.092773
	Iteration 26Q: 3 clusters Score -1785570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1785571.750000 Penalty: 3156.092773
	Iteration 27Q: 3 clusters Score -1785572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1785576.500000 Penalty: 3156.092773
	Iteration 28Q: 3 clusters Score -1785576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1785576.750000 Penalty: 3156.092773
	Iteration 29Q: 3 clusters Score -1785577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1785576.750000 Penalty: 3156.092773
	Iteration 30F: 3 clusters Score -1785577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -531227.062500 Penalty: 1396.188477
	Iteration 0F: 2 clusters Score -531227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -527009.875000 Penalty: 2792.376953
	Iteration 0F: 3 clusters Score -527009.9 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -528253.062500 Penalty: 2792.376953
	Iteration 1F: 3 clusters Score -528253.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -528465.250000 Penalty: 2792.376953
	Iteration 2F: 3 clusters Score -528465.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -528631.062500 Penalty: 2792.376953
	Iteration 3F: 3 clusters Score -528631.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -528791.750000 Penalty: 2792.376953
	Iteration 4Q: 3 clusters Score -528791.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -528926.812500 Penalty: 2792.376953
	Iteration 5Q: 3 clusters Score -528926.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -529072.250000 Penalty: 2792.376953
	Iteration 6Q: 3 clusters Score -529072.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -529199.875000 Penalty: 2792.376953
	Iteration 7Q: 3 clusters Score -529199.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -529326.562500 Penalty: 2792.376953
	Iteration 8Q: 3 clusters Score -529326.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -529431.312500 Penalty: 2792.376953
	Iteration 9Q: 3 clusters Score -529431.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -529502.312500 Penalty: 2792.376953
	Iteration 10Q: 3 clusters Score -529502.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -529566.625000 Penalty: 2792.376953
	Iteration 11Q: 3 clusters Score -529566.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -529611.312500 Penalty: 2792.376953
	Iteration 12Q: 3 clusters Score -529611.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -529650.250000 Penalty: 2792.376953
	Iteration 13Q: 3 clusters Score -529650.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -529681.625000 Penalty: 2792.376953
	Iteration 14Q: 3 clusters Score -529681.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -529704.937500 Penalty: 2792.376953
	Iteration 15Q: 3 clusters Score -529704.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -529727.812500 Penalty: 2792.376953
	Iteration 16Q: 3 clusters Score -529727.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -529751.812500 Penalty: 2792.376953
	Iteration 17Q: 3 clusters Score -529751.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -529772.000000 Penalty: 2792.376953
	Iteration 18Q: 3 clusters Score -529772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -529786.125000 Penalty: 2792.376953
	Iteration 19Q: 3 clusters Score -529786.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -529799.875000 Penalty: 2792.376953
	Iteration 20F: 3 clusters Score -529799.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -529809.375000 Penalty: 2792.376953
	Iteration 21Q: 3 clusters Score -529809.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -529815.125000 Penalty: 2792.376953
	Iteration 22Q: 3 clusters Score -529815.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -529821.812500 Penalty: 2792.376953
	Iteration 23Q: 3 clusters Score -529821.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -529825.875000 Penalty: 2792.376953
	Iteration 24Q: 3 clusters Score -529825.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -529831.250000 Penalty: 2792.376953
	Iteration 25Q: 3 clusters Score -529831.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -529839.500000 Penalty: 2792.376953
	Iteration 26Q: 3 clusters Score -529839.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -529855.187500 Penalty: 2792.376953
	Iteration 27Q: 3 clusters Score -529855.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -529870.250000 Penalty: 2792.376953
	Iteration 28Q: 3 clusters Score -529870.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -529886.875000 Penalty: 2792.376953
	Iteration 29Q: 3 clusters Score -529886.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -529906.312500 Penalty: 2792.376953
	Iteration 30Q: 3 clusters Score -529906.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -529933.312500 Penalty: 2792.376953
	Iteration 31Q: 3 clusters Score -529933.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -529967.062500 Penalty: 2792.376953
	Iteration 32Q: 3 clusters Score -529967.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -530002.625000 Penalty: 2792.376953
	Iteration 33Q: 3 clusters Score -530002.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -530043.812500 Penalty: 2792.376953
	Iteration 34Q: 3 clusters Score -530043.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -530093.812500 Penalty: 2792.376953
	Iteration 35Q: 3 clusters Score -530093.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -530144.625000 Penalty: 2792.376953
	Iteration 36Q: 3 clusters Score -530144.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -530180.812500 Penalty: 2792.376953
	Iteration 37Q: 3 clusters Score -530180.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -530216.250000 Penalty: 2792.376953
	Iteration 38Q: 3 clusters Score -530216.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -530241.687500 Penalty: 2792.376953
	Iteration 39Q: 3 clusters Score -530241.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -530260.125000 Penalty: 2792.376953
	Iteration 40F: 3 clusters Score -530260.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -530279.000000 Penalty: 2792.376953
	Iteration 41Q: 3 clusters Score -530279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -530297.062500 Penalty: 2792.376953
	Iteration 42Q: 3 clusters Score -530297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -530308.000000 Penalty: 2792.376953
	Iteration 43Q: 3 clusters Score -530308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -530322.187500 Penalty: 2792.376953
	Iteration 44Q: 3 clusters Score -530322.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -530328.625000 Penalty: 2792.376953
	Iteration 45Q: 3 clusters Score -530328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -530334.812500 Penalty: 2792.376953
	Iteration 46Q: 3 clusters Score -530334.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -530340.000000 Penalty: 2792.376953
	Iteration 47Q: 3 clusters Score -530340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -530344.000000 Penalty: 2792.376953
	Iteration 48Q: 3 clusters Score -530344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -530350.812500 Penalty: 2792.376953
	Iteration 49Q: 3 clusters Score -530350.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -530355.750000 Penalty: 2792.376953
	Iteration 50Q: 3 clusters Score -530355.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -530359.187500 Penalty: 2792.376953
	Iteration 51Q: 3 clusters Score -530359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -530361.125000 Penalty: 2792.376953
	Iteration 52Q: 3 clusters Score -530361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -530364.125000 Penalty: 2792.376953
	Iteration 53Q: 3 clusters Score -530364.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -530368.562500 Penalty: 2792.376953
	Iteration 54Q: 3 clusters Score -530368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -530372.312500 Penalty: 2792.376953
	Iteration 55Q: 3 clusters Score -530372.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -530375.062500 Penalty: 2792.376953
	Iteration 56Q: 3 clusters Score -530375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -530378.562500 Penalty: 2792.376953
	Iteration 57Q: 3 clusters Score -530378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -530381.500000 Penalty: 2792.376953
	Iteration 58Q: 3 clusters Score -530381.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -530389.312500 Penalty: 2792.376953
	Iteration 59Q: 3 clusters Score -530389.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -530398.250000 Penalty: 2792.376953
	Iteration 60F: 3 clusters Score -530398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -530407.312500 Penalty: 2792.376953
	Iteration 61Q: 3 clusters Score -530407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -530410.937500 Penalty: 2792.376953
	Iteration 62Q: 3 clusters Score -530410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -530415.562500 Penalty: 2792.376953
	Iteration 63Q: 3 clusters Score -530415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -530416.375000 Penalty: 2792.376953
	Iteration 64Q: 3 clusters Score -530416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -530416.000000 Penalty: 2792.376953
	Iteration 65Q: 3 clusters Score -530416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -530416.000000 Penalty: 2792.376953
	Iteration 66Q: 3 clusters Score -530416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -530416.500000 Penalty: 2792.376953
	Iteration 67Q: 3 clusters Score -530416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -530418.687500 Penalty: 2792.376953
	Iteration 68Q: 3 clusters Score -530418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -530421.750000 Penalty: 2792.376953
	Iteration 69Q: 3 clusters Score -530421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -530425.562500 Penalty: 2792.376953
	Iteration 70Q: 3 clusters Score -530425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -530430.062500 Penalty: 2792.376953
	Iteration 71Q: 3 clusters Score -530430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -530435.187500 Penalty: 2792.376953
	Iteration 72Q: 3 clusters Score -530435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -530437.375000 Penalty: 2792.376953
	Iteration 73Q: 3 clusters Score -530437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -530440.875000 Penalty: 2792.376953
	Iteration 74Q: 3 clusters Score -530440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -530443.187500 Penalty: 2792.376953
	Iteration 75Q: 3 clusters Score -530443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -530443.250000 Penalty: 2792.376953
	Iteration 76Q: 3 clusters Score -530443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -530443.812500 Penalty: 2792.376953
	Iteration 77Q: 3 clusters Score -530443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -530444.062500 Penalty: 2792.376953
	Iteration 78Q: 3 clusters Score -530444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -530444.062500 Penalty: 2792.376953
	Iteration 79F: 3 clusters Score -530444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -1753633.125000 Penalty: 1595.386963
	Iteration 0F: 2 clusters Score -1753633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1741109.375000 Penalty: 3190.773926
	Iteration 0F: 3 clusters Score -1741109 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1745948.375000 Penalty: 3190.773926
	Iteration 1F: 3 clusters Score -1745948 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1746513.000000 Penalty: 3190.773926
	Iteration 2F: 3 clusters Score -1746513 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1747135.625000 Penalty: 3190.773926
	Iteration 3F: 3 clusters Score -1747136 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1747868.875000 Penalty: 3190.773926
	Iteration 4F: 3 clusters Score -1747869 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1748729.125000 Penalty: 3190.773926
	Iteration 5F: 3 clusters Score -1748729 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1749443.000000 Penalty: 3190.773926
	Iteration 6F: 3 clusters Score -1749443 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1749897.750000 Penalty: 3190.773926
	Iteration 7F: 3 clusters Score -1749898 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1750230.250000 Penalty: 3190.773926
	Iteration 8Q: 3 clusters Score -1750230 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1750470.250000 Penalty: 3190.773926
	Iteration 9Q: 3 clusters Score -1750470 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1750649.625000 Penalty: 3190.773926
	Iteration 10Q: 3 clusters Score -1750650 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1750799.625000 Penalty: 3190.773926
	Iteration 11Q: 3 clusters Score -1750800 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1750957.000000 Penalty: 3190.773926
	Iteration 12Q: 3 clusters Score -1750957 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1751112.250000 Penalty: 3190.773926
	Iteration 13Q: 3 clusters Score -1751112 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1751262.500000 Penalty: 3190.773926
	Iteration 14Q: 3 clusters Score -1751262 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1751422.250000 Penalty: 3190.773926
	Iteration 15Q: 3 clusters Score -1751422 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1751574.250000 Penalty: 3190.773926
	Iteration 16Q: 3 clusters Score -1751574 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1751722.500000 Penalty: 3190.773926
	Iteration 17Q: 3 clusters Score -1751722 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1751881.750000 Penalty: 3190.773926
	Iteration 18Q: 3 clusters Score -1751882 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1752038.000000 Penalty: 3190.773926
	Iteration 19Q: 3 clusters Score -1752038 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1752165.500000 Penalty: 3190.773926
	Iteration 20F: 3 clusters Score -1752166 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1752290.000000 Penalty: 3190.773926
	Iteration 21Q: 3 clusters Score -1752290 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1752394.375000 Penalty: 3190.773926
	Iteration 22Q: 3 clusters Score -1752394 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1752493.500000 Penalty: 3190.773926
	Iteration 23Q: 3 clusters Score -1752494 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1752601.375000 Penalty: 3190.773926
	Iteration 24Q: 3 clusters Score -1752601 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1752681.375000 Penalty: 3190.773926
	Iteration 25Q: 3 clusters Score -1752681 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1752752.125000 Penalty: 3190.773926
	Iteration 26Q: 3 clusters Score -1752752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1752803.375000 Penalty: 3190.773926
	Iteration 27Q: 3 clusters Score -1752803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1752844.500000 Penalty: 3190.773926
	Iteration 28Q: 3 clusters Score -1752844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1752871.750000 Penalty: 3190.773926
	Iteration 29Q: 3 clusters Score -1752872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1752895.625000 Penalty: 3190.773926
	Iteration 30Q: 3 clusters Score -1752896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1752918.875000 Penalty: 3190.773926
	Iteration 31Q: 3 clusters Score -1752919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1752936.500000 Penalty: 3190.773926
	Iteration 32Q: 3 clusters Score -1752936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1752958.625000 Penalty: 3190.773926
	Iteration 33Q: 3 clusters Score -1752959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1752987.625000 Penalty: 3190.773926
	Iteration 34Q: 3 clusters Score -1752988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1752998.875000 Penalty: 3190.773926
	Iteration 35Q: 3 clusters Score -1752999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1753008.250000 Penalty: 3190.773926
	Iteration 36Q: 3 clusters Score -1753008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1753023.875000 Penalty: 3190.773926
	Iteration 37Q: 3 clusters Score -1753024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1753040.875000 Penalty: 3190.773926
	Iteration 38Q: 3 clusters Score -1753041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1753048.250000 Penalty: 3190.773926
	Iteration 39Q: 3 clusters Score -1753048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1753052.250000 Penalty: 3190.773926
	Iteration 40F: 3 clusters Score -1753052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1753055.750000 Penalty: 3190.773926
	Iteration 41Q: 3 clusters Score -1753056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1753066.625000 Penalty: 3190.773926
	Iteration 42Q: 3 clusters Score -1753067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1753065.625000 Penalty: 3190.773926
	Iteration 43Q: 3 clusters Score -1753066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1753073.000000 Penalty: 3190.773926
	Iteration 44Q: 3 clusters Score -1753073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1753072.000000 Penalty: 3190.773926
	Iteration 45Q: 3 clusters Score -1753072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1753072.125000 Penalty: 3190.773926
	Iteration 46Q: 3 clusters Score -1753072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1753073.875000 Penalty: 3190.773926
	Iteration 47Q: 3 clusters Score -1753074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1753073.750000 Penalty: 3190.773926
	Iteration 48Q: 3 clusters Score -1753074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1753073.750000 Penalty: 3190.773926
	Iteration 49F: 3 clusters Score -1753074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -774475.125000 Penalty: 1445.049316
	Iteration 0F: 2 clusters Score -774475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -769071.062500 Penalty: 2890.098633
	Iteration 0F: 3 clusters Score -769071.1 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -770621.875000 Penalty: 2890.098633
	Iteration 1F: 3 clusters Score -770621.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -770862.750000 Penalty: 2890.098633
	Iteration 2F: 3 clusters Score -770862.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -771056.437500 Penalty: 2890.098633
	Iteration 3F: 3 clusters Score -771056.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -771248.937500 Penalty: 2890.098633
	Iteration 4Q: 3 clusters Score -771248.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -771409.250000 Penalty: 2890.098633
	Iteration 5Q: 3 clusters Score -771409.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -771559.125000 Penalty: 2890.098633
	Iteration 6Q: 3 clusters Score -771559.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -771688.812500 Penalty: 2890.098633
	Iteration 7Q: 3 clusters Score -771688.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -771820.062500 Penalty: 2890.098633
	Iteration 8Q: 3 clusters Score -771820.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -771952.000000 Penalty: 2890.098633
	Iteration 9Q: 3 clusters Score -771952 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -772125.875000 Penalty: 2890.098633
	Iteration 10Q: 3 clusters Score -772125.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -772350.000000 Penalty: 2890.098633
	Iteration 11Q: 3 clusters Score -772350 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -772602.812500 Penalty: 2890.098633
	Iteration 12Q: 3 clusters Score -772602.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -772890.687500 Penalty: 2890.098633
	Iteration 13F: 3 clusters Score -772890.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -773173.750000 Penalty: 2890.098633
	Iteration 14Q: 3 clusters Score -773173.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -773429.562500 Penalty: 2890.098633
	Iteration 15Q: 3 clusters Score -773429.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -773647.437500 Penalty: 2890.098633
	Iteration 16Q: 3 clusters Score -773647.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -773798.937500 Penalty: 2890.098633
	Iteration 17Q: 3 clusters Score -773798.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -773870.500000 Penalty: 2890.098633
	Iteration 18Q: 3 clusters Score -773870.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -773904.687500 Penalty: 2890.098633
	Iteration 19Q: 3 clusters Score -773904.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -773922.500000 Penalty: 2890.098633
	Iteration 20F: 3 clusters Score -773922.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -773937.687500 Penalty: 2890.098633
	Iteration 21Q: 3 clusters Score -773937.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -773941.437500 Penalty: 2890.098633
	Iteration 22Q: 3 clusters Score -773941.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -773948.562500 Penalty: 2890.098633
	Iteration 23Q: 3 clusters Score -773948.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -773953.500000 Penalty: 2890.098633
	Iteration 24Q: 3 clusters Score -773953.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -773957.062500 Penalty: 2890.098633
	Iteration 25Q: 3 clusters Score -773957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -773961.000000 Penalty: 2890.098633
	Iteration 26Q: 3 clusters Score -773961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -773962.062500 Penalty: 2890.098633
	Iteration 27Q: 3 clusters Score -773962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -773963.750000 Penalty: 2890.098633
	Iteration 28Q: 3 clusters Score -773963.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -773967.875000 Penalty: 2890.098633
	Iteration 29Q: 3 clusters Score -773967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -773969.625000 Penalty: 2890.098633
	Iteration 30Q: 3 clusters Score -773969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -773970.625000 Penalty: 2890.098633
	Iteration 31Q: 3 clusters Score -773970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -773973.437500 Penalty: 2890.098633
	Iteration 32Q: 3 clusters Score -773973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -773973.375000 Penalty: 2890.098633
	Iteration 33Q: 3 clusters Score -773973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -773974.312500 Penalty: 2890.098633
	Iteration 34Q: 3 clusters Score -773974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -773976.562500 Penalty: 2890.098633
	Iteration 35Q: 3 clusters Score -773976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -773977.812500 Penalty: 2890.098633
	Iteration 36Q: 3 clusters Score -773977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -773976.812500 Penalty: 2890.098633
	Iteration 37Q: 3 clusters Score -773976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -773976.250000 Penalty: 2890.098633
	Iteration 38Q: 3 clusters Score -773976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -773976.250000 Penalty: 2890.098633
	Iteration 39F: 3 clusters Score -773976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Entering Unmasked Estep 
Score: -3088530.000000 Penalty: 1673.916016
	Iteration 0F: 2 clusters Score -3088530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3068487.750000 Penalty: 3347.832031
	Iteration 0F: 3 clusters Score -3068488 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3076207.500000 Penalty: 3347.832031
	Iteration 1F: 3 clusters Score -3076208 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3076857.000000 Penalty: 3347.832031
	Iteration 2F: 3 clusters Score -3076857 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3077620.250000 Penalty: 3347.832031
	Iteration 3F: 3 clusters Score -3077620 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3078418.500000 Penalty: 3347.832031
	Iteration 4F: 3 clusters Score -3078418 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3079271.000000 Penalty: 3347.832031
	Iteration 5F: 3 clusters Score -3079271 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3080104.500000 Penalty: 3347.832031
	Iteration 6F: 3 clusters Score -3080104 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3080867.000000 Penalty: 3347.832031
	Iteration 7F: 3 clusters Score -3080867 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3081599.500000 Penalty: 3347.832031
	Iteration 8Q: 3 clusters Score -3081600 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3082413.250000 Penalty: 3347.832031
	Iteration 9Q: 3 clusters Score -3082413 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3083279.000000 Penalty: 3347.832031
	Iteration 10Q: 3 clusters Score -3083279 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3084222.750000 Penalty: 3347.832031
	Iteration 11Q: 3 clusters Score -3084223 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3085163.000000 Penalty: 3347.832031
	Iteration 12Q: 3 clusters Score -3085163 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3085975.250000 Penalty: 3347.832031
	Iteration 13Q: 3 clusters Score -3085975 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3086520.500000 Penalty: 3347.832031
	Iteration 14Q: 3 clusters Score -3086520 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3086878.250000 Penalty: 3347.832031
	Iteration 15Q: 3 clusters Score -3086878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3087068.750000 Penalty: 3347.832031
	Iteration 16Q: 3 clusters Score -3087069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3087213.000000 Penalty: 3347.832031
	Iteration 17Q: 3 clusters Score -3087213 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3087306.000000 Penalty: 3347.832031
	Iteration 18Q: 3 clusters Score -3087306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3087345.750000 Penalty: 3347.832031
	Iteration 19Q: 3 clusters Score -3087346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3087400.750000 Penalty: 3347.832031
	Iteration 20F: 3 clusters Score -3087401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3087439.750000 Penalty: 3347.832031
	Iteration 21Q: 3 clusters Score -3087440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3087472.500000 Penalty: 3347.832031
	Iteration 22Q: 3 clusters Score -3087472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3087491.750000 Penalty: 3347.832031
	Iteration 23Q: 3 clusters Score -3087492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3087506.250000 Penalty: 3347.832031
	Iteration 24Q: 3 clusters Score -3087506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3087517.000000 Penalty: 3347.832031
	Iteration 25Q: 3 clusters Score -3087517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3087527.500000 Penalty: 3347.832031
	Iteration 26Q: 3 clusters Score -3087528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3087538.750000 Penalty: 3347.832031
	Iteration 27Q: 3 clusters Score -3087539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3087547.000000 Penalty: 3347.832031
	Iteration 28Q: 3 clusters Score -3087547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3087561.500000 Penalty: 3347.832031
	Iteration 29Q: 3 clusters Score -3087562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3087562.500000 Penalty: 3347.832031
	Iteration 30Q: 3 clusters Score -3087562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3087562.000000 Penalty: 3347.832031
	Iteration 31Q: 3 clusters Score -3087562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3087563.250000 Penalty: 3347.832031
	Iteration 32Q: 3 clusters Score -3087563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3087567.000000 Penalty: 3347.832031
	Iteration 33Q: 3 clusters Score -3087567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3087569.250000 Penalty: 3347.832031
	Iteration 34Q: 3 clusters Score -3087569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3087573.250000 Penalty: 3347.832031
	Iteration 35Q: 3 clusters Score -3087573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3087573.000000 Penalty: 3347.832031
	Iteration 36Q: 3 clusters Score -3087573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3087573.750000 Penalty: 3347.832031
	Iteration 37Q: 3 clusters Score -3087574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3087573.750000 Penalty: 3347.832031
	Iteration 38Q: 3 clusters Score -3087574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3087573.750000 Penalty: 3347.832031
	Iteration 39F: 3 clusters Score -3087574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (104055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Entering Unmasked Estep 
Score: -10922118.000000 Penalty: 1877.309692
	Iteration 0F: 2 clusters Score -1.092212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -10852542.000000 Penalty: 3754.619385
	Iteration 0F: 3 clusters Score -1.085254e+07 nChanged 49876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -10881307.000000 Penalty: 3754.619385
	Iteration 1F: 3 clusters Score -1.088131e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -10882158.000000 Penalty: 3754.619385
	Iteration 2Q: 3 clusters Score -1.088216e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -10883059.000000 Penalty: 3754.619385
	Iteration 3Q: 3 clusters Score -1.088306e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -10884364.000000 Penalty: 3754.619385
	Iteration 4Q: 3 clusters Score -1.088436e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -10886065.000000 Penalty: 3754.619385
	Iteration 5Q: 3 clusters Score -1.088606e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -10888439.000000 Penalty: 3754.619385
	Iteration 6Q: 3 clusters Score -1.088844e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -10891832.000000 Penalty: 3754.619385
	Iteration 7F: 3 clusters Score -1.089183e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -10896332.000000 Penalty: 3754.619385
	Iteration 8F: 3 clusters Score -1.089633e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -10901000.000000 Penalty: 3754.619385
	Iteration 9F: 3 clusters Score -1.0901e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -10904958.000000 Penalty: 3754.619385
	Iteration 10F: 3 clusters Score -1.090496e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -10907913.000000 Penalty: 3754.619385
	Iteration 11Q: 3 clusters Score -1.090791e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -10910021.000000 Penalty: 3754.619385
	Iteration 12Q: 3 clusters Score -1.091002e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -10911716.000000 Penalty: 3754.619385
	Iteration 13Q: 3 clusters Score -1.091172e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -10913307.000000 Penalty: 3754.619385
	Iteration 14Q: 3 clusters Score -1.091331e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -10914747.000000 Penalty: 3754.619385
	Iteration 15Q: 3 clusters Score -1.091475e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -10916098.000000 Penalty: 3754.619385
	Iteration 16Q: 3 clusters Score -1.09161e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -10917357.000000 Penalty: 3754.619385
	Iteration 17Q: 3 clusters Score -1.091736e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -10918497.000000 Penalty: 3754.619385
	Iteration 18Q: 3 clusters Score -1.09185e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -10919416.000000 Penalty: 3754.619385
	Iteration 19Q: 3 clusters Score -1.091942e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -10920105.000000 Penalty: 3754.619385
	Iteration 20F: 3 clusters Score -1.09201e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -10920592.000000 Penalty: 3754.619385
	Iteration 21Q: 3 clusters Score -1.092059e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -10920887.000000 Penalty: 3754.619385
	Iteration 22Q: 3 clusters Score -1.092089e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -10921112.000000 Penalty: 3754.619385
	Iteration 23Q: 3 clusters Score -1.092111e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -10921213.000000 Penalty: 3754.619385
	Iteration 24Q: 3 clusters Score -1.092121e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 103065 members 
Entering Unmasked Estep 
Score: -10921269.000000 Penalty: 3754.619385
	Iteration 25Q: 3 clusters Score -1.092127e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -10921298.000000 Penalty: 3754.619385
	Iteration 26Q: 3 clusters Score -1.09213e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -10921319.000000 Penalty: 3754.619385
	Iteration 27Q: 3 clusters Score -1.092132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -10921330.000000 Penalty: 3754.619385
	Iteration 28Q: 3 clusters Score -1.092133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -10921342.000000 Penalty: 3754.619385
	Iteration 29Q: 3 clusters Score -1.092134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 30Q: 3 clusters Score -1.092135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 31Q: 3 clusters Score -1.092135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 32Q: 3 clusters Score -1.092135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 33Q: 3 clusters Score -1.092135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -10921355.000000 Penalty: 3754.619385
	Iteration 34Q: 3 clusters Score -1.092136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 103189 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 35Q: 3 clusters Score -1.092135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 36Q: 3 clusters Score -1.092135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -10921349.000000 Penalty: 3754.619385
	Iteration 37Q: 3 clusters Score -1.092135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 103198 members 
Entering Unmasked Estep 
Score: -10921354.000000 Penalty: 3754.619385
	Iteration 38Q: 3 clusters Score -1.092135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -10921352.000000 Penalty: 3754.619385
	Iteration 39Q: 3 clusters Score -1.092135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -10921353.000000 Penalty: 3754.619385
	Iteration 40F: 3 clusters Score -1.092135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -10921368.000000 Penalty: 3754.619385
	Iteration 41Q: 3 clusters Score -1.092137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -10921368.000000 Penalty: 3754.619385
	Iteration 42Q: 3 clusters Score -1.092137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -10921366.000000 Penalty: 3754.619385
	Iteration 43Q: 3 clusters Score -1.092137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -10921366.000000 Penalty: 3754.619385
	Iteration 44F: 3 clusters Score -1.092137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Entering Unmasked Estep 
Score: -2971041.000000 Penalty: 1681.385376
	Iteration 0F: 2 clusters Score -2971041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2950021.750000 Penalty: 3362.770752
	Iteration 0F: 3 clusters Score -2950022 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2958795.500000 Penalty: 3362.770752
	Iteration 1F: 3 clusters Score -2958796 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2960054.500000 Penalty: 3362.770752
	Iteration 2F: 3 clusters Score -2960054 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2961397.250000 Penalty: 3362.770752
	Iteration 3F: 3 clusters Score -2961397 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2962670.000000 Penalty: 3362.770752
	Iteration 4F: 3 clusters Score -2962670 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2963777.750000 Penalty: 3362.770752
	Iteration 5F: 3 clusters Score -2963778 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2964759.750000 Penalty: 3362.770752
	Iteration 6F: 3 clusters Score -2964760 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2965542.250000 Penalty: 3362.770752
	Iteration 7Q: 3 clusters Score -2965542 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2966153.500000 Penalty: 3362.770752
	Iteration 8Q: 3 clusters Score -2966154 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2966655.000000 Penalty: 3362.770752
	Iteration 9Q: 3 clusters Score -2966655 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2967089.250000 Penalty: 3362.770752
	Iteration 10Q: 3 clusters Score -2967089 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2967541.500000 Penalty: 3362.770752
	Iteration 11Q: 3 clusters Score -2967542 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2967954.000000 Penalty: 3362.770752
	Iteration 12Q: 3 clusters Score -2967954 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2968394.250000 Penalty: 3362.770752
	Iteration 13Q: 3 clusters Score -2968394 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2968798.750000 Penalty: 3362.770752
	Iteration 14Q: 3 clusters Score -2968799 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2969145.500000 Penalty: 3362.770752
	Iteration 15Q: 3 clusters Score -2969146 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2969396.250000 Penalty: 3362.770752
	Iteration 16Q: 3 clusters Score -2969396 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2969592.750000 Penalty: 3362.770752
	Iteration 17Q: 3 clusters Score -2969593 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2969772.250000 Penalty: 3362.770752
	Iteration 18Q: 3 clusters Score -2969772 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2969918.500000 Penalty: 3362.770752
	Iteration 19Q: 3 clusters Score -2969918 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2970016.250000 Penalty: 3362.770752
	Iteration 20F: 3 clusters Score -2970016 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2970099.000000 Penalty: 3362.770752
	Iteration 21Q: 3 clusters Score -2970099 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2970158.500000 Penalty: 3362.770752
	Iteration 22Q: 3 clusters Score -2970158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2970195.000000 Penalty: 3362.770752
	Iteration 23Q: 3 clusters Score -2970195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2970219.250000 Penalty: 3362.770752
	Iteration 24Q: 3 clusters Score -2970219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2970236.250000 Penalty: 3362.770752
	Iteration 25Q: 3 clusters Score -2970236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2970248.500000 Penalty: 3362.770752
	Iteration 26Q: 3 clusters Score -2970248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2970252.250000 Penalty: 3362.770752
	Iteration 27Q: 3 clusters Score -2970252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2970257.000000 Penalty: 3362.770752
	Iteration 28Q: 3 clusters Score -2970257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2970259.250000 Penalty: 3362.770752
	Iteration 29Q: 3 clusters Score -2970259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2970261.250000 Penalty: 3362.770752
	Iteration 30Q: 3 clusters Score -2970261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2970268.500000 Penalty: 3362.770752
	Iteration 31Q: 3 clusters Score -2970268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2970275.250000 Penalty: 3362.770752
	Iteration 32Q: 3 clusters Score -2970275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2970276.250000 Penalty: 3362.770752
	Iteration 33Q: 3 clusters Score -2970276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2970285.250000 Penalty: 3362.770752
	Iteration 34Q: 3 clusters Score -2970285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2970289.750000 Penalty: 3362.770752
	Iteration 35Q: 3 clusters Score -2970290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2970294.250000 Penalty: 3362.770752
	Iteration 36Q: 3 clusters Score -2970294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2970306.750000 Penalty: 3362.770752
	Iteration 37Q: 3 clusters Score -2970307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2970313.250000 Penalty: 3362.770752
	Iteration 38Q: 3 clusters Score -2970313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2970316.000000 Penalty: 3362.770752
	Iteration 39Q: 3 clusters Score -2970316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2970317.500000 Penalty: 3362.770752
	Iteration 40F: 3 clusters Score -2970318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2970319.500000 Penalty: 3362.770752
	Iteration 41Q: 3 clusters Score -2970320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2970318.750000 Penalty: 3362.770752
	Iteration 42Q: 3 clusters Score -2970319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2970319.250000 Penalty: 3362.770752
	Iteration 43Q: 3 clusters Score -2970319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2970320.750000 Penalty: 3362.770752
	Iteration 44Q: 3 clusters Score -2970321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2970322.500000 Penalty: 3362.770752
	Iteration 45Q: 3 clusters Score -2970322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2970323.250000 Penalty: 3362.770752
	Iteration 46Q: 3 clusters Score -2970323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2970319.500000 Penalty: 3362.770752
	Iteration 47Q: 3 clusters Score -2970320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2970321.250000 Penalty: 3362.770752
	Iteration 48Q: 3 clusters Score -2970321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2970327.500000 Penalty: 3362.770752
	Iteration 49Q: 3 clusters Score -2970328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2970327.000000 Penalty: 3362.770752
	Iteration 50Q: 3 clusters Score -2970327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2970325.500000 Penalty: 3362.770752
	Iteration 51Q: 3 clusters Score -2970326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2970324.750000 Penalty: 3362.770752
	Iteration 52Q: 3 clusters Score -2970325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2970323.250000 Penalty: 3362.770752
	Iteration 53Q: 3 clusters Score -2970323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2970324.250000 Penalty: 3362.770752
	Iteration 54Q: 3 clusters Score -2970324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2970324.250000 Penalty: 3362.770752
	Iteration 55F: 3 clusters Score -2970324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -864724.562500 Penalty: 1480.225830
	Iteration 0F: 2 clusters Score -864724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -858216.187500 Penalty: 2960.451660
	Iteration 0F: 3 clusters Score -858216.2 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -860504.125000 Penalty: 2960.451660
	Iteration 1F: 3 clusters Score -860504.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -860927.250000 Penalty: 2960.451660
	Iteration 2F: 3 clusters Score -860927.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -861294.312500 Penalty: 2960.451660
	Iteration 3F: 3 clusters Score -861294.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -861663.187500 Penalty: 2960.451660
	Iteration 4F: 3 clusters Score -861663.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -862066.375000 Penalty: 2960.451660
	Iteration 5F: 3 clusters Score -862066.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -862480.250000 Penalty: 2960.451660
	Iteration 6F: 3 clusters Score -862480.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -862864.625000 Penalty: 2960.451660
	Iteration 7F: 3 clusters Score -862864.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -863189.937500 Penalty: 2960.451660
	Iteration 8Q: 3 clusters Score -863189.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -863458.375000 Penalty: 2960.451660
	Iteration 9Q: 3 clusters Score -863458.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -863643.375000 Penalty: 2960.451660
	Iteration 10Q: 3 clusters Score -863643.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -863773.625000 Penalty: 2960.451660
	Iteration 11Q: 3 clusters Score -863773.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -863882.250000 Penalty: 2960.451660
	Iteration 12Q: 3 clusters Score -863882.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863957.437500 Penalty: 2960.451660
	Iteration 13Q: 3 clusters Score -863957.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -864014.250000 Penalty: 2960.451660
	Iteration 14Q: 3 clusters Score -864014.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -864069.750000 Penalty: 2960.451660
	Iteration 15Q: 3 clusters Score -864069.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -864118.937500 Penalty: 2960.451660
	Iteration 16Q: 3 clusters Score -864118.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -864159.500000 Penalty: 2960.451660
	Iteration 17Q: 3 clusters Score -864159.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -864197.875000 Penalty: 2960.451660
	Iteration 18Q: 3 clusters Score -864197.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -864240.312500 Penalty: 2960.451660
	Iteration 19Q: 3 clusters Score -864240.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -864289.437500 Penalty: 2960.451660
	Iteration 20F: 3 clusters Score -864289.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -864332.187500 Penalty: 2960.451660
	Iteration 21Q: 3 clusters Score -864332.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -864374.125000 Penalty: 2960.451660
	Iteration 22Q: 3 clusters Score -864374.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -864413.562500 Penalty: 2960.451660
	Iteration 23Q: 3 clusters Score -864413.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -864451.187500 Penalty: 2960.451660
	Iteration 24Q: 3 clusters Score -864451.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -864478.500000 Penalty: 2960.451660
	Iteration 25Q: 3 clusters Score -864478.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -864504.000000 Penalty: 2960.451660
	Iteration 26Q: 3 clusters Score -864504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -864523.250000 Penalty: 2960.451660
	Iteration 27Q: 3 clusters Score -864523.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -864549.125000 Penalty: 2960.451660
	Iteration 28Q: 3 clusters Score -864549.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -864564.000000 Penalty: 2960.451660
	Iteration 29Q: 3 clusters Score -864564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -864583.625000 Penalty: 2960.451660
	Iteration 30Q: 3 clusters Score -864583.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -864603.437500 Penalty: 2960.451660
	Iteration 31Q: 3 clusters Score -864603.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -864616.750000 Penalty: 2960.451660
	Iteration 32Q: 3 clusters Score -864616.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -864639.187500 Penalty: 2960.451660
	Iteration 33Q: 3 clusters Score -864639.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -864656.062500 Penalty: 2960.451660
	Iteration 34Q: 3 clusters Score -864656.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -864681.375000 Penalty: 2960.451660
	Iteration 35Q: 3 clusters Score -864681.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -864705.812500 Penalty: 2960.451660
	Iteration 36Q: 3 clusters Score -864705.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -864721.312500 Penalty: 2960.451660
	Iteration 37Q: 3 clusters Score -864721.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -864739.125000 Penalty: 2960.451660
	Iteration 38Q: 3 clusters Score -864739.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -864754.937500 Penalty: 2960.451660
	Iteration 39Q: 3 clusters Score -864754.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -864768.250000 Penalty: 2960.451660
	Iteration 40F: 3 clusters Score -864768.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -864782.937500 Penalty: 2960.451660
	Iteration 41Q: 3 clusters Score -864782.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -864797.250000 Penalty: 2960.451660
	Iteration 42Q: 3 clusters Score -864797.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -864807.500000 Penalty: 2960.451660
	Iteration 43Q: 3 clusters Score -864807.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -864814.000000 Penalty: 2960.451660
	Iteration 44Q: 3 clusters Score -864814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -864819.250000 Penalty: 2960.451660
	Iteration 45Q: 3 clusters Score -864819.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -864823.375000 Penalty: 2960.451660
	Iteration 46Q: 3 clusters Score -864823.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -864831.625000 Penalty: 2960.451660
	Iteration 47Q: 3 clusters Score -864831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -864835.125000 Penalty: 2960.451660
	Iteration 48Q: 3 clusters Score -864835.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -864838.812500 Penalty: 2960.451660
	Iteration 49Q: 3 clusters Score -864838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -864839.562500 Penalty: 2960.451660
	Iteration 50Q: 3 clusters Score -864839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -864840.375000 Penalty: 2960.451660
	Iteration 51Q: 3 clusters Score -864840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -864840.187500 Penalty: 2960.451660
	Iteration 52Q: 3 clusters Score -864840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -864841.437500 Penalty: 2960.451660
	Iteration 53Q: 3 clusters Score -864841.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -864840.312500 Penalty: 2960.451660
	Iteration 54Q: 3 clusters Score -864840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -864841.937500 Penalty: 2960.451660
	Iteration 55Q: 3 clusters Score -864841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -864844.375000 Penalty: 2960.451660
	Iteration 56Q: 3 clusters Score -864844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -864847.937500 Penalty: 2960.451660
	Iteration 57Q: 3 clusters Score -864847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -864848.000000 Penalty: 2960.451660
	Iteration 58Q: 3 clusters Score -864848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -864849.125000 Penalty: 2960.451660
	Iteration 59Q: 3 clusters Score -864849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -864850.437500 Penalty: 2960.451660
	Iteration 60F: 3 clusters Score -864850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -864849.937500 Penalty: 2960.451660
	Iteration 61Q: 3 clusters Score -864849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -864850.312500 Penalty: 2960.451660
	Iteration 62Q: 3 clusters Score -864850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -864850.812500 Penalty: 2960.451660
	Iteration 63Q: 3 clusters Score -864850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -864852.500000 Penalty: 2960.451660
	Iteration 64Q: 3 clusters Score -864852.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -864853.187500 Penalty: 2960.451660
	Iteration 65Q: 3 clusters Score -864853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -864851.187500 Penalty: 2960.451660
	Iteration 66Q: 3 clusters Score -864851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -864857.375000 Penalty: 2960.451660
	Iteration 67Q: 3 clusters Score -864857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -864862.000000 Penalty: 2960.451660
	Iteration 68Q: 3 clusters Score -864862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -864863.000000 Penalty: 2960.451660
	Iteration 69Q: 3 clusters Score -864863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -864863.000000 Penalty: 2960.451660
	Iteration 70Q: 3 clusters Score -864863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -864865.500000 Penalty: 2960.451660
	Iteration 71Q: 3 clusters Score -864865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -864864.687500 Penalty: 2960.451660
	Iteration 72Q: 3 clusters Score -864864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -864865.437500 Penalty: 2960.451660
	Iteration 73Q: 3 clusters Score -864865.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -864865.437500 Penalty: 2960.451660
	Iteration 74F: 3 clusters Score -864865.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 8179 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 858 members 
Entering Unmasked Estep 
Score: -154068128.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154068896.000000 to -154068128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -274013.281250 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -274013.3 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 1341 members 
Entering Unmasked Estep 
Score: -271472.812500 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -271472.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272141.000000 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -272141 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -272315.562500 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -272315.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -272438.500000 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -272438.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272517.250000 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -272517.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272597.406250 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -272597.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -272674.781250 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -272674.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -272738.281250 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -272738.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -272796.343750 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -272796.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -272847.468750 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -272847.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -272884.468750 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -272884.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -272917.812500 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -272917.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272946.500000 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -272946.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -272975.750000 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -272975.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -272996.468750 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -272996.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -273010.687500 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -273010.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -273020.750000 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -273020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -273028.500000 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -273028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -273035.000000 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -273035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -273040.000000 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -273040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -273042.687500 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -273042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -273046.875000 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -273046.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -273049.187500 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -273049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -273049.718750 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -273049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -273049.718750 Penalty: 2572.250732
	Iteration 24F: 3 clusters Score -273049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -483173.718750 Penalty: 1378.725342
	Iteration 0F: 2 clusters Score -483173.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -479319.187500 Penalty: 2757.450684
	Iteration 0F: 3 clusters Score -479319.2 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -480525.125000 Penalty: 2757.450684
	Iteration 1F: 3 clusters Score -480525.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -480786.875000 Penalty: 2757.450684
	Iteration 2F: 3 clusters Score -480786.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -480950.593750 Penalty: 2757.450684
	Iteration 3F: 3 clusters Score -480950.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -481081.031250 Penalty: 2757.450684
	Iteration 4Q: 3 clusters Score -481081 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -481229.218750 Penalty: 2757.450684
	Iteration 5Q: 3 clusters Score -481229.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -481430.156250 Penalty: 2757.450684
	Iteration 6Q: 3 clusters Score -481430.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -481633.656250 Penalty: 2757.450684
	Iteration 7Q: 3 clusters Score -481633.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -481824.375000 Penalty: 2757.450684
	Iteration 8Q: 3 clusters Score -481824.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -482037.312500 Penalty: 2757.450684
	Iteration 9Q: 3 clusters Score -482037.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -482279.562500 Penalty: 2757.450684
	Iteration 10Q: 3 clusters Score -482279.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -482431.156250 Penalty: 2757.450684
	Iteration 11Q: 3 clusters Score -482431.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -482528.937500 Penalty: 2757.450684
	Iteration 12Q: 3 clusters Score -482528.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -482600.281250 Penalty: 2757.450684
	Iteration 13Q: 3 clusters Score -482600.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -482677.312500 Penalty: 2757.450684
	Iteration 14Q: 3 clusters Score -482677.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -482737.500000 Penalty: 2757.450684
	Iteration 15Q: 3 clusters Score -482737.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -482782.156250 Penalty: 2757.450684
	Iteration 16Q: 3 clusters Score -482782.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -482823.781250 Penalty: 2757.450684
	Iteration 17Q: 3 clusters Score -482823.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -482854.718750 Penalty: 2757.450684
	Iteration 18Q: 3 clusters Score -482854.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -482882.218750 Penalty: 2757.450684
	Iteration 19Q: 3 clusters Score -482882.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -482908.406250 Penalty: 2757.450684
	Iteration 20F: 3 clusters Score -482908.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -482925.125000 Penalty: 2757.450684
	Iteration 21Q: 3 clusters Score -482925.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -482940.156250 Penalty: 2757.450684
	Iteration 22Q: 3 clusters Score -482940.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -482952.593750 Penalty: 2757.450684
	Iteration 23Q: 3 clusters Score -482952.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -482963.593750 Penalty: 2757.450684
	Iteration 24Q: 3 clusters Score -482963.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -482974.031250 Penalty: 2757.450684
	Iteration 25Q: 3 clusters Score -482974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -482985.468750 Penalty: 2757.450684
	Iteration 26Q: 3 clusters Score -482985.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -482995.625000 Penalty: 2757.450684
	Iteration 27Q: 3 clusters Score -482995.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -483000.312500 Penalty: 2757.450684
	Iteration 28Q: 3 clusters Score -483000.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -483003.687500 Penalty: 2757.450684
	Iteration 29Q: 3 clusters Score -483003.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -483009.406250 Penalty: 2757.450684
	Iteration 30Q: 3 clusters Score -483009.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -483014.875000 Penalty: 2757.450684
	Iteration 31Q: 3 clusters Score -483014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -483019.218750 Penalty: 2757.450684
	Iteration 32Q: 3 clusters Score -483019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -483022.781250 Penalty: 2757.450684
	Iteration 33Q: 3 clusters Score -483022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -483026.781250 Penalty: 2757.450684
	Iteration 34Q: 3 clusters Score -483026.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -483033.093750 Penalty: 2757.450684
	Iteration 35Q: 3 clusters Score -483033.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -483037.781250 Penalty: 2757.450684
	Iteration 36Q: 3 clusters Score -483037.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -483043.531250 Penalty: 2757.450684
	Iteration 37Q: 3 clusters Score -483043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -483045.781250 Penalty: 2757.450684
	Iteration 38Q: 3 clusters Score -483045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -483047.656250 Penalty: 2757.450684
	Iteration 39Q: 3 clusters Score -483047.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -483050.812500 Penalty: 2757.450684
	Iteration 40F: 3 clusters Score -483050.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -483052.625000 Penalty: 2757.450684
	Iteration 41Q: 3 clusters Score -483052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -483054.031250 Penalty: 2757.450684
	Iteration 42Q: 3 clusters Score -483054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -483055.187500 Penalty: 2757.450684
	Iteration 43Q: 3 clusters Score -483055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -483057.250000 Penalty: 2757.450684
	Iteration 44Q: 3 clusters Score -483057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -483058.062500 Penalty: 2757.450684
	Iteration 45Q: 3 clusters Score -483058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -483057.625000 Penalty: 2757.450684
	Iteration 46Q: 3 clusters Score -483057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -483058.093750 Penalty: 2757.450684
	Iteration 47Q: 3 clusters Score -483058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -483058.531250 Penalty: 2757.450684
	Iteration 48Q: 3 clusters Score -483058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -483058.531250 Penalty: 2757.450684
	Iteration 49F: 3 clusters Score -483058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Entering Unmasked Estep 
Score: -4264532.000000 Penalty: 1725.989380
	Iteration 0F: 2 clusters Score -4264532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -4237076.500000 Penalty: 3451.978760
	Iteration 0F: 3 clusters Score -4237076 nChanged 19052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4247818.500000 Penalty: 3451.978760
	Iteration 1F: 3 clusters Score -4247818 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4248290.500000 Penalty: 3451.978760
	Iteration 2Q: 3 clusters Score -4248290 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4248844.500000 Penalty: 3451.978760
	Iteration 3Q: 3 clusters Score -4248844 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4249428.000000 Penalty: 3451.978760
	Iteration 4Q: 3 clusters Score -4249428 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4250186.000000 Penalty: 3451.978760
	Iteration 5Q: 3 clusters Score -4250186 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4251168.500000 Penalty: 3451.978760
	Iteration 6Q: 3 clusters Score -4251168 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4252472.000000 Penalty: 3451.978760
	Iteration 7F: 3 clusters Score -4252472 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4253991.500000 Penalty: 3451.978760
	Iteration 8F: 3 clusters Score -4253992 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4255560.500000 Penalty: 3451.978760
	Iteration 9F: 3 clusters Score -4255560 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4257051.500000 Penalty: 3451.978760
	Iteration 10F: 3 clusters Score -4257052 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -4258288.000000 Penalty: 3451.978760
	Iteration 11Q: 3 clusters Score -4258288 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -4259190.500000 Penalty: 3451.978760
	Iteration 12Q: 3 clusters Score -4259190 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4259802.500000 Penalty: 3451.978760
	Iteration 13Q: 3 clusters Score -4259802 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4260224.000000 Penalty: 3451.978760
	Iteration 14Q: 3 clusters Score -4260224 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4260528.500000 Penalty: 3451.978760
	Iteration 15Q: 3 clusters Score -4260528 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4260746.500000 Penalty: 3451.978760
	Iteration 16Q: 3 clusters Score -4260746 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4260935.000000 Penalty: 3451.978760
	Iteration 17Q: 3 clusters Score -4260935 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4261123.500000 Penalty: 3451.978760
	Iteration 18Q: 3 clusters Score -4261124 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4261264.000000 Penalty: 3451.978760
	Iteration 19Q: 3 clusters Score -4261264 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4261382.500000 Penalty: 3451.978760
	Iteration 20F: 3 clusters Score -4261382 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4261487.000000 Penalty: 3451.978760
	Iteration 21Q: 3 clusters Score -4261487 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4261596.000000 Penalty: 3451.978760
	Iteration 22Q: 3 clusters Score -4261596 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4261717.000000 Penalty: 3451.978760
	Iteration 23Q: 3 clusters Score -4261717 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -4261801.000000 Penalty: 3451.978760
	Iteration 24Q: 3 clusters Score -4261801 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4261928.000000 Penalty: 3451.978760
	Iteration 25Q: 3 clusters Score -4261928 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4262037.000000 Penalty: 3451.978760
	Iteration 26Q: 3 clusters Score -4262037 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4262144.500000 Penalty: 3451.978760
	Iteration 27Q: 3 clusters Score -4262144 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -4262251.500000 Penalty: 3451.978760
	Iteration 28Q: 3 clusters Score -4262252 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4262340.000000 Penalty: 3451.978760
	Iteration 29Q: 3 clusters Score -4262340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -4262411.500000 Penalty: 3451.978760
	Iteration 30Q: 3 clusters Score -4262412 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4262469.000000 Penalty: 3451.978760
	Iteration 31Q: 3 clusters Score -4262469 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4262543.000000 Penalty: 3451.978760
	Iteration 32Q: 3 clusters Score -4262543 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -4262617.000000 Penalty: 3451.978760
	Iteration 33Q: 3 clusters Score -4262617 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -4262686.000000 Penalty: 3451.978760
	Iteration 34Q: 3 clusters Score -4262686 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -4262741.000000 Penalty: 3451.978760
	Iteration 35Q: 3 clusters Score -4262741 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4262817.500000 Penalty: 3451.978760
	Iteration 36Q: 3 clusters Score -4262818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4262884.000000 Penalty: 3451.978760
	Iteration 37Q: 3 clusters Score -4262884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -4262956.500000 Penalty: 3451.978760
	Iteration 38Q: 3 clusters Score -4262956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4262995.500000 Penalty: 3451.978760
	Iteration 39Q: 3 clusters Score -4262996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -4263025.000000 Penalty: 3451.978760
	Iteration 40F: 3 clusters Score -4263025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4263054.000000 Penalty: 3451.978760
	Iteration 41Q: 3 clusters Score -4263054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4263065.500000 Penalty: 3451.978760
	Iteration 42Q: 3 clusters Score -4263066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -4263081.000000 Penalty: 3451.978760
	Iteration 43Q: 3 clusters Score -4263081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4263094.500000 Penalty: 3451.978760
	Iteration 44Q: 3 clusters Score -4263094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -4263101.500000 Penalty: 3451.978760
	Iteration 45Q: 3 clusters Score -4263102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4263110.500000 Penalty: 3451.978760
	Iteration 46Q: 3 clusters Score -4263110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4263110.000000 Penalty: 3451.978760
	Iteration 47Q: 3 clusters Score -4263110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4263116.500000 Penalty: 3451.978760
	Iteration 48Q: 3 clusters Score -4263116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -4263123.500000 Penalty: 3451.978760
	Iteration 49Q: 3 clusters Score -4263124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4263129.000000 Penalty: 3451.978760
	Iteration 50Q: 3 clusters Score -4263129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4263129.000000 Penalty: 3451.978760
	Iteration 51Q: 3 clusters Score -4263129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -4263131.000000 Penalty: 3451.978760
	Iteration 52Q: 3 clusters Score -4263131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4263135.500000 Penalty: 3451.978760
	Iteration 53Q: 3 clusters Score -4263136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4263137.500000 Penalty: 3451.978760
	Iteration 54Q: 3 clusters Score -4263138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4263133.500000 Penalty: 3451.978760
	Iteration 55Q: 3 clusters Score -4263134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -4263149.000000 Penalty: 3451.978760
	Iteration 56Q: 3 clusters Score -4263149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4263149.000000 Penalty: 3451.978760
	Iteration 57Q: 3 clusters Score -4263149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4263157.000000 Penalty: 3451.978760
	Iteration 58Q: 3 clusters Score -4263157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -4263158.000000 Penalty: 3451.978760
	Iteration 59Q: 3 clusters Score -4263158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4263164.500000 Penalty: 3451.978760
	Iteration 60F: 3 clusters Score -4263164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4263162.500000 Penalty: 3451.978760
	Iteration 61Q: 3 clusters Score -4263162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4263170.000000 Penalty: 3451.978760
	Iteration 62Q: 3 clusters Score -4263170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4263175.000000 Penalty: 3451.978760
	Iteration 63Q: 3 clusters Score -4263175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4263173.500000 Penalty: 3451.978760
	Iteration 64Q: 3 clusters Score -4263174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4263176.500000 Penalty: 3451.978760
	Iteration 65Q: 3 clusters Score -4263176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4263176.500000 Penalty: 3451.978760
	Iteration 66F: 3 clusters Score -4263176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -550984.562500 Penalty: 1403.529907
	Iteration 0F: 2 clusters Score -550984.6 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 2793 members 
Entering Unmasked Estep 
Score: -546620.125000 Penalty: 2807.059814
	Iteration 0F: 3 clusters Score -546620.1 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -547961.625000 Penalty: 2807.059814
	Iteration 1F: 3 clusters Score -547961.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -548238.625000 Penalty: 2807.059814
	Iteration 2F: 3 clusters Score -548238.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -548478.312500 Penalty: 2807.059814
	Iteration 3F: 3 clusters Score -548478.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -548722.625000 Penalty: 2807.059814
	Iteration 4F: 3 clusters Score -548722.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -548970.062500 Penalty: 2807.059814
	Iteration 5F: 3 clusters Score -548970.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -549200.125000 Penalty: 2807.059814
	Iteration 6F: 3 clusters Score -549200.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -549405.562500 Penalty: 2807.059814
	Iteration 7Q: 3 clusters Score -549405.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -549572.500000 Penalty: 2807.059814
	Iteration 8Q: 3 clusters Score -549572.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -549689.812500 Penalty: 2807.059814
	Iteration 9Q: 3 clusters Score -549689.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -549768.437500 Penalty: 2807.059814
	Iteration 10Q: 3 clusters Score -549768.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -549826.625000 Penalty: 2807.059814
	Iteration 11Q: 3 clusters Score -549826.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -549885.312500 Penalty: 2807.059814
	Iteration 12Q: 3 clusters Score -549885.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -549921.625000 Penalty: 2807.059814
	Iteration 13Q: 3 clusters Score -549921.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -549947.625000 Penalty: 2807.059814
	Iteration 14Q: 3 clusters Score -549947.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -549961.250000 Penalty: 2807.059814
	Iteration 15Q: 3 clusters Score -549961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -549967.062500 Penalty: 2807.059814
	Iteration 16Q: 3 clusters Score -549967.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -549973.937500 Penalty: 2807.059814
	Iteration 17Q: 3 clusters Score -549973.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -549980.437500 Penalty: 2807.059814
	Iteration 18Q: 3 clusters Score -549980.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -549987.562500 Penalty: 2807.059814
	Iteration 19Q: 3 clusters Score -549987.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -549996.375000 Penalty: 2807.059814
	Iteration 20F: 3 clusters Score -549996.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -550004.750000 Penalty: 2807.059814
	Iteration 21Q: 3 clusters Score -550004.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -550008.812500 Penalty: 2807.059814
	Iteration 22Q: 3 clusters Score -550008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -550013.875000 Penalty: 2807.059814
	Iteration 23Q: 3 clusters Score -550013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -550017.125000 Penalty: 2807.059814
	Iteration 24Q: 3 clusters Score -550017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -550025.312500 Penalty: 2807.059814
	Iteration 25Q: 3 clusters Score -550025.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -550034.187500 Penalty: 2807.059814
	Iteration 26Q: 3 clusters Score -550034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -550039.812500 Penalty: 2807.059814
	Iteration 27Q: 3 clusters Score -550039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -550045.000000 Penalty: 2807.059814
	Iteration 28Q: 3 clusters Score -550045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -550049.625000 Penalty: 2807.059814
	Iteration 29Q: 3 clusters Score -550049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -550051.812500 Penalty: 2807.059814
	Iteration 30Q: 3 clusters Score -550051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -550051.375000 Penalty: 2807.059814
	Iteration 31Q: 3 clusters Score -550051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -550051.812500 Penalty: 2807.059814
	Iteration 32Q: 3 clusters Score -550051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -550051.812500 Penalty: 2807.059814
	Iteration 33F: 3 clusters Score -550051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Entering Unmasked Estep 
Score: -3047127.250000 Penalty: 1671.827881
	Iteration 0F: 2 clusters Score -3047127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3027273.750000 Penalty: 3343.655762
	Iteration 0F: 3 clusters Score -3027274 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3034689.250000 Penalty: 3343.655762
	Iteration 1F: 3 clusters Score -3034689 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3035068.250000 Penalty: 3343.655762
	Iteration 2Q: 3 clusters Score -3035068 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3035498.500000 Penalty: 3343.655762
	Iteration 3Q: 3 clusters Score -3035498 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3035977.000000 Penalty: 3343.655762
	Iteration 4Q: 3 clusters Score -3035977 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3036595.750000 Penalty: 3343.655762
	Iteration 5Q: 3 clusters Score -3036596 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3037498.500000 Penalty: 3343.655762
	Iteration 6F: 3 clusters Score -3037498 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3038817.750000 Penalty: 3343.655762
	Iteration 7F: 3 clusters Score -3038818 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3040318.250000 Penalty: 3343.655762
	Iteration 8F: 3 clusters Score -3040318 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3041779.000000 Penalty: 3343.655762
	Iteration 9F: 3 clusters Score -3041779 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3042884.500000 Penalty: 3343.655762
	Iteration 10Q: 3 clusters Score -3042884 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3043488.500000 Penalty: 3343.655762
	Iteration 11Q: 3 clusters Score -3043488 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3043801.750000 Penalty: 3343.655762
	Iteration 12Q: 3 clusters Score -3043802 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3044025.500000 Penalty: 3343.655762
	Iteration 13Q: 3 clusters Score -3044026 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3044166.250000 Penalty: 3343.655762
	Iteration 14Q: 3 clusters Score -3044166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3044262.000000 Penalty: 3343.655762
	Iteration 15Q: 3 clusters Score -3044262 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3044371.500000 Penalty: 3343.655762
	Iteration 16Q: 3 clusters Score -3044372 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3044462.250000 Penalty: 3343.655762
	Iteration 17Q: 3 clusters Score -3044462 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3044574.250000 Penalty: 3343.655762
	Iteration 18Q: 3 clusters Score -3044574 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3044667.500000 Penalty: 3343.655762
	Iteration 19Q: 3 clusters Score -3044668 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3044744.500000 Penalty: 3343.655762
	Iteration 20F: 3 clusters Score -3044744 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3044819.500000 Penalty: 3343.655762
	Iteration 21Q: 3 clusters Score -3044820 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3044873.250000 Penalty: 3343.655762
	Iteration 22Q: 3 clusters Score -3044873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3044918.750000 Penalty: 3343.655762
	Iteration 23Q: 3 clusters Score -3044919 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3044963.250000 Penalty: 3343.655762
	Iteration 24Q: 3 clusters Score -3044963 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3045006.250000 Penalty: 3343.655762
	Iteration 25Q: 3 clusters Score -3045006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3045062.000000 Penalty: 3343.655762
	Iteration 26Q: 3 clusters Score -3045062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3045091.250000 Penalty: 3343.655762
	Iteration 27Q: 3 clusters Score -3045091 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3045126.500000 Penalty: 3343.655762
	Iteration 28Q: 3 clusters Score -3045126 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3045177.750000 Penalty: 3343.655762
	Iteration 29Q: 3 clusters Score -3045178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3045226.500000 Penalty: 3343.655762
	Iteration 30Q: 3 clusters Score -3045226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3045287.750000 Penalty: 3343.655762
	Iteration 31Q: 3 clusters Score -3045288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3045333.250000 Penalty: 3343.655762
	Iteration 32Q: 3 clusters Score -3045333 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3045385.750000 Penalty: 3343.655762
	Iteration 33Q: 3 clusters Score -3045386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3045440.250000 Penalty: 3343.655762
	Iteration 34Q: 3 clusters Score -3045440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3045486.500000 Penalty: 3343.655762
	Iteration 35Q: 3 clusters Score -3045486 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3045526.500000 Penalty: 3343.655762
	Iteration 36Q: 3 clusters Score -3045526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3045554.000000 Penalty: 3343.655762
	Iteration 37Q: 3 clusters Score -3045554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3045582.750000 Penalty: 3343.655762
	Iteration 38Q: 3 clusters Score -3045583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3045609.000000 Penalty: 3343.655762
	Iteration 39Q: 3 clusters Score -3045609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3045630.000000 Penalty: 3343.655762
	Iteration 40F: 3 clusters Score -3045630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3045653.750000 Penalty: 3343.655762
	Iteration 41Q: 3 clusters Score -3045654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3045676.500000 Penalty: 3343.655762
	Iteration 42Q: 3 clusters Score -3045676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3045686.000000 Penalty: 3343.655762
	Iteration 43Q: 3 clusters Score -3045686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3045696.000000 Penalty: 3343.655762
	Iteration 44Q: 3 clusters Score -3045696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3045698.250000 Penalty: 3343.655762
	Iteration 45Q: 3 clusters Score -3045698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3045702.500000 Penalty: 3343.655762
	Iteration 46Q: 3 clusters Score -3045702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3045712.250000 Penalty: 3343.655762
	Iteration 47Q: 3 clusters Score -3045712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3045712.500000 Penalty: 3343.655762
	Iteration 48Q: 3 clusters Score -3045712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3045722.500000 Penalty: 3343.655762
	Iteration 49Q: 3 clusters Score -3045722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3045727.750000 Penalty: 3343.655762
	Iteration 50Q: 3 clusters Score -3045728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3045728.750000 Penalty: 3343.655762
	Iteration 51Q: 3 clusters Score -3045729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3045729.250000 Penalty: 3343.655762
	Iteration 52Q: 3 clusters Score -3045729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3045734.250000 Penalty: 3343.655762
	Iteration 53Q: 3 clusters Score -3045734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3045736.000000 Penalty: 3343.655762
	Iteration 54Q: 3 clusters Score -3045736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3045735.500000 Penalty: 3343.655762
	Iteration 55Q: 3 clusters Score -3045736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3045739.000000 Penalty: 3343.655762
	Iteration 56Q: 3 clusters Score -3045739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3045736.750000 Penalty: 3343.655762
	Iteration 57Q: 3 clusters Score -3045737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3045741.000000 Penalty: 3343.655762
	Iteration 58Q: 3 clusters Score -3045741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3045741.000000 Penalty: 3343.655762
	Iteration 59F: 3 clusters Score -3045741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -262468.250000 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -262468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -259871.468750 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -259871.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -260853.000000 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -260853 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -261195.234375 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -261195.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -261479.640625 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -261479.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -261759.609375 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -261759.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -261950.812500 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -261950.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -262034.578125 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -262034.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -262080.296875 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -262080.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -262106.062500 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -262106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262129.156250 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -262129.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262142.000000 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -262142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -262154.093750 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -262154.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -262172.781250 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -262172.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -262197.125000 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -262197.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -262225.093750 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -262225.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -262259.000000 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -262259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -262308.125000 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -262308.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -262374.375000 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -262374.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -262415.656250 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -262415.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -262448.218750 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -262448.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -262467.812500 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -262467.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -262488.968750 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -262489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -262501.750000 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -262501.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -262516.125000 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -262516.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -262535.125000 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -262535.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -262565.343750 Penalty: 2603.042969
	Iteration 25Q: 3 clusters Score -262565.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -262598.593750 Penalty: 2603.042969
	Iteration 26Q: 3 clusters Score -262598.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -262614.312500 Penalty: 2603.042969
	Iteration 27Q: 3 clusters Score -262614.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -262621.437500 Penalty: 2603.042969
	Iteration 28Q: 3 clusters Score -262621.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -262625.250000 Penalty: 2603.042969
	Iteration 29Q: 3 clusters Score -262625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -262627.156250 Penalty: 2603.042969
	Iteration 30Q: 3 clusters Score -262627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -262629.781250 Penalty: 2603.042969
	Iteration 31Q: 3 clusters Score -262629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -262631.593750 Penalty: 2603.042969
	Iteration 32Q: 3 clusters Score -262631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262634.718750 Penalty: 2603.042969
	Iteration 33Q: 3 clusters Score -262634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -262638.937500 Penalty: 2603.042969
	Iteration 34Q: 3 clusters Score -262638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262641.375000 Penalty: 2603.042969
	Iteration 35Q: 3 clusters Score -262641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -262643.500000 Penalty: 2603.042969
	Iteration 36Q: 3 clusters Score -262643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -262644.125000 Penalty: 2603.042969
	Iteration 37Q: 3 clusters Score -262644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -262645.062500 Penalty: 2603.042969
	Iteration 38Q: 3 clusters Score -262645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -262645.843750 Penalty: 2603.042969
	Iteration 39Q: 3 clusters Score -262645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -262645.843750 Penalty: 2603.042969
	Iteration 40F: 3 clusters Score -262645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 1337 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 1672 members 
Entering Unmasked Estep 
Score: -154068144.000000 Penalty: 106475.343750
Splitting cluster 37 changes total score from -154068896.000000 to -154068144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Entering Unmasked Estep 
Score: -2152500.000000 Penalty: 1613.368896
	Iteration 0F: 2 clusters Score -2152500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2138448.750000 Penalty: 3226.737793
	Iteration 0F: 3 clusters Score -2138449 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2143605.750000 Penalty: 3226.737793
	Iteration 1F: 3 clusters Score -2143606 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2144001.500000 Penalty: 3226.737793
	Iteration 2Q: 3 clusters Score -2144002 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2144381.750000 Penalty: 3226.737793
	Iteration 3Q: 3 clusters Score -2144382 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2144801.500000 Penalty: 3226.737793
	Iteration 4Q: 3 clusters Score -2144802 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2145310.500000 Penalty: 3226.737793
	Iteration 5Q: 3 clusters Score -2145310 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2145930.750000 Penalty: 3226.737793
	Iteration 6F: 3 clusters Score -2145931 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2146724.000000 Penalty: 3226.737793
	Iteration 7F: 3 clusters Score -2146724 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2147639.250000 Penalty: 3226.737793
	Iteration 8F: 3 clusters Score -2147639 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2148582.500000 Penalty: 3226.737793
	Iteration 9F: 3 clusters Score -2148582 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2149451.250000 Penalty: 3226.737793
	Iteration 10Q: 3 clusters Score -2149451 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2150028.500000 Penalty: 3226.737793
	Iteration 11Q: 3 clusters Score -2150028 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2150323.750000 Penalty: 3226.737793
	Iteration 12Q: 3 clusters Score -2150324 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2150529.500000 Penalty: 3226.737793
	Iteration 13Q: 3 clusters Score -2150530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2150654.500000 Penalty: 3226.737793
	Iteration 14Q: 3 clusters Score -2150654 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2150741.250000 Penalty: 3226.737793
	Iteration 15Q: 3 clusters Score -2150741 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2150814.250000 Penalty: 3226.737793
	Iteration 16Q: 3 clusters Score -2150814 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2150847.250000 Penalty: 3226.737793
	Iteration 17Q: 3 clusters Score -2150847 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2150882.250000 Penalty: 3226.737793
	Iteration 18Q: 3 clusters Score -2150882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2150908.750000 Penalty: 3226.737793
	Iteration 19Q: 3 clusters Score -2150909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2150927.500000 Penalty: 3226.737793
	Iteration 20F: 3 clusters Score -2150928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2150938.500000 Penalty: 3226.737793
	Iteration 21Q: 3 clusters Score -2150938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2150951.000000 Penalty: 3226.737793
	Iteration 22Q: 3 clusters Score -2150951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2150957.000000 Penalty: 3226.737793
	Iteration 23Q: 3 clusters Score -2150957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2150968.250000 Penalty: 3226.737793
	Iteration 24Q: 3 clusters Score -2150968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2150975.250000 Penalty: 3226.737793
	Iteration 25Q: 3 clusters Score -2150975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2150981.000000 Penalty: 3226.737793
	Iteration 26Q: 3 clusters Score -2150981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2150993.000000 Penalty: 3226.737793
	Iteration 27Q: 3 clusters Score -2150993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2150987.250000 Penalty: 3226.737793
	Iteration 28Q: 3 clusters Score -2150987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2150995.000000 Penalty: 3226.737793
	Iteration 29Q: 3 clusters Score -2150995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2151006.000000 Penalty: 3226.737793
	Iteration 30Q: 3 clusters Score -2151006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2151015.250000 Penalty: 3226.737793
	Iteration 31Q: 3 clusters Score -2151015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2151023.000000 Penalty: 3226.737793
	Iteration 32Q: 3 clusters Score -2151023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2151031.000000 Penalty: 3226.737793
	Iteration 33Q: 3 clusters Score -2151031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2151034.250000 Penalty: 3226.737793
	Iteration 34Q: 3 clusters Score -2151034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2151042.750000 Penalty: 3226.737793
	Iteration 35Q: 3 clusters Score -2151043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2151053.250000 Penalty: 3226.737793
	Iteration 36Q: 3 clusters Score -2151053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2151062.250000 Penalty: 3226.737793
	Iteration 37Q: 3 clusters Score -2151062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2151062.750000 Penalty: 3226.737793
	Iteration 38Q: 3 clusters Score -2151063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2151076.250000 Penalty: 3226.737793
	Iteration 39Q: 3 clusters Score -2151076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2151084.250000 Penalty: 3226.737793
	Iteration 40F: 3 clusters Score -2151084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2151093.500000 Penalty: 3226.737793
	Iteration 41Q: 3 clusters Score -2151094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2151100.000000 Penalty: 3226.737793
	Iteration 42Q: 3 clusters Score -2151100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2151101.500000 Penalty: 3226.737793
	Iteration 43Q: 3 clusters Score -2151102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2151110.250000 Penalty: 3226.737793
	Iteration 44Q: 3 clusters Score -2151110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2151112.500000 Penalty: 3226.737793
	Iteration 45Q: 3 clusters Score -2151112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2151114.750000 Penalty: 3226.737793
	Iteration 46Q: 3 clusters Score -2151115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2151121.500000 Penalty: 3226.737793
	Iteration 47Q: 3 clusters Score -2151122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2151121.500000 Penalty: 3226.737793
	Iteration 48Q: 3 clusters Score -2151122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2151123.750000 Penalty: 3226.737793
	Iteration 49Q: 3 clusters Score -2151124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2151121.750000 Penalty: 3226.737793
	Iteration 50Q: 3 clusters Score -2151122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2151126.500000 Penalty: 3226.737793
	Iteration 51Q: 3 clusters Score -2151126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2151136.500000 Penalty: 3226.737793
	Iteration 52Q: 3 clusters Score -2151136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2151137.000000 Penalty: 3226.737793
	Iteration 53Q: 3 clusters Score -2151137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2151143.000000 Penalty: 3226.737793
	Iteration 54Q: 3 clusters Score -2151143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2151146.750000 Penalty: 3226.737793
	Iteration 55Q: 3 clusters Score -2151147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2151144.750000 Penalty: 3226.737793
	Iteration 56Q: 3 clusters Score -2151145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2151145.250000 Penalty: 3226.737793
	Iteration 57Q: 3 clusters Score -2151145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2151149.250000 Penalty: 3226.737793
	Iteration 58Q: 3 clusters Score -2151149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2151153.250000 Penalty: 3226.737793
	Iteration 59Q: 3 clusters Score -2151153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2151150.000000 Penalty: 3226.737793
	Iteration 60F: 3 clusters Score -2151150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2151153.750000 Penalty: 3226.737793
	Iteration 61Q: 3 clusters Score -2151154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2151154.750000 Penalty: 3226.737793
	Iteration 62Q: 3 clusters Score -2151155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2151152.750000 Penalty: 3226.737793
	Iteration 63Q: 3 clusters Score -2151153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2151160.500000 Penalty: 3226.737793
	Iteration 64Q: 3 clusters Score -2151160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2151164.250000 Penalty: 3226.737793
	Iteration 65Q: 3 clusters Score -2151164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2151170.000000 Penalty: 3226.737793
	Iteration 66Q: 3 clusters Score -2151170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2151173.000000 Penalty: 3226.737793
	Iteration 67Q: 3 clusters Score -2151173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2151174.000000 Penalty: 3226.737793
	Iteration 68Q: 3 clusters Score -2151174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2151173.000000 Penalty: 3226.737793
	Iteration 69Q: 3 clusters Score -2151173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2151177.250000 Penalty: 3226.737793
	Iteration 70Q: 3 clusters Score -2151177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2151186.250000 Penalty: 3226.737793
	Iteration 71Q: 3 clusters Score -2151186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2151191.500000 Penalty: 3226.737793
	Iteration 72Q: 3 clusters Score -2151192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2151198.000000 Penalty: 3226.737793
	Iteration 73Q: 3 clusters Score -2151198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2151205.750000 Penalty: 3226.737793
	Iteration 74Q: 3 clusters Score -2151206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2151214.000000 Penalty: 3226.737793
	Iteration 75Q: 3 clusters Score -2151214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2151217.250000 Penalty: 3226.737793
	Iteration 76Q: 3 clusters Score -2151217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2151216.750000 Penalty: 3226.737793
	Iteration 77Q: 3 clusters Score -2151217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2151224.750000 Penalty: 3226.737793
	Iteration 78Q: 3 clusters Score -2151225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2151230.750000 Penalty: 3226.737793
	Iteration 79Q: 3 clusters Score -2151231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2151237.500000 Penalty: 3226.737793
	Iteration 80F: 3 clusters Score -2151238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2151241.750000 Penalty: 3226.737793
	Iteration 81Q: 3 clusters Score -2151242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2151239.750000 Penalty: 3226.737793
	Iteration 82Q: 3 clusters Score -2151240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2151240.500000 Penalty: 3226.737793
	Iteration 83Q: 3 clusters Score -2151240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2151245.500000 Penalty: 3226.737793
	Iteration 84Q: 3 clusters Score -2151246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2151248.750000 Penalty: 3226.737793
	Iteration 85Q: 3 clusters Score -2151249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2151253.500000 Penalty: 3226.737793
	Iteration 86Q: 3 clusters Score -2151254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2151251.750000 Penalty: 3226.737793
	Iteration 87Q: 3 clusters Score -2151252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2151255.750000 Penalty: 3226.737793
	Iteration 88Q: 3 clusters Score -2151256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2151257.750000 Penalty: 3226.737793
	Iteration 89Q: 3 clusters Score -2151258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2151262.500000 Penalty: 3226.737793
	Iteration 90Q: 3 clusters Score -2151262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2151265.500000 Penalty: 3226.737793
	Iteration 91Q: 3 clusters Score -2151266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2151266.500000 Penalty: 3226.737793
	Iteration 92Q: 3 clusters Score -2151266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2151268.250000 Penalty: 3226.737793
	Iteration 93Q: 3 clusters Score -2151268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2151269.250000 Penalty: 3226.737793
	Iteration 94Q: 3 clusters Score -2151269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2151271.750000 Penalty: 3226.737793
	Iteration 95Q: 3 clusters Score -2151272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2151268.750000 Penalty: 3226.737793
	Iteration 96Q: 3 clusters Score -2151269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2151271.750000 Penalty: 3226.737793
	Iteration 97Q: 3 clusters Score -2151272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2151274.500000 Penalty: 3226.737793
	Iteration 98Q: 3 clusters Score -2151274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2151276.250000 Penalty: 3226.737793
	Iteration 99Q: 3 clusters Score -2151276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2151277.250000 Penalty: 3226.737793
	Iteration 100F: 3 clusters Score -2151277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2151279.250000 Penalty: 3226.737793
	Iteration 101Q: 3 clusters Score -2151279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2151277.750000 Penalty: 3226.737793
	Iteration 102Q: 3 clusters Score -2151278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2151286.000000 Penalty: 3226.737793
	Iteration 103Q: 3 clusters Score -2151286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2151289.500000 Penalty: 3226.737793
	Iteration 104Q: 3 clusters Score -2151290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2151294.000000 Penalty: 3226.737793
	Iteration 105Q: 3 clusters Score -2151294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2151296.750000 Penalty: 3226.737793
	Iteration 106Q: 3 clusters Score -2151297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2151296.000000 Penalty: 3226.737793
	Iteration 107Q: 3 clusters Score -2151296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2151298.000000 Penalty: 3226.737793
	Iteration 108Q: 3 clusters Score -2151298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2151299.000000 Penalty: 3226.737793
	Iteration 109Q: 3 clusters Score -2151299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2151298.250000 Penalty: 3226.737793
	Iteration 110Q: 3 clusters Score -2151298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2151296.750000 Penalty: 3226.737793
	Iteration 111Q: 3 clusters Score -2151297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2151298.750000 Penalty: 3226.737793
	Iteration 112Q: 3 clusters Score -2151299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2151301.750000 Penalty: 3226.737793
	Iteration 113Q: 3 clusters Score -2151302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2151303.000000 Penalty: 3226.737793
	Iteration 114Q: 3 clusters Score -2151303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2151303.250000 Penalty: 3226.737793
	Iteration 115Q: 3 clusters Score -2151303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2151305.500000 Penalty: 3226.737793
	Iteration 116Q: 3 clusters Score -2151306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2151303.500000 Penalty: 3226.737793
	Iteration 117Q: 3 clusters Score -2151304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2151304.500000 Penalty: 3226.737793
	Iteration 118Q: 3 clusters Score -2151304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2151306.750000 Penalty: 3226.737793
	Iteration 119Q: 3 clusters Score -2151307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2151306.750000 Penalty: 3226.737793
	Iteration 120F: 3 clusters Score -2151307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -323430.343750 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -323430.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -320447.062500 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -320447.1 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -321245.812500 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -321245.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -321447.687500 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -321447.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -321643.906250 Penalty: 2639.094727
	Iteration 3F: 3 clusters Score -321643.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321936.031250 Penalty: 2639.094727
	Iteration 4F: 3 clusters Score -321936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -322301.031250 Penalty: 2639.094727
	Iteration 5F: 3 clusters Score -322301 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322748.250000 Penalty: 2639.094727
	Iteration 6F: 3 clusters Score -322748.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -323154.156250 Penalty: 2639.094727
	Iteration 7F: 3 clusters Score -323154.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -323402.875000 Penalty: 2639.094727
	Iteration 8F: 3 clusters Score -323402.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -323506.281250 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -323506.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323553.781250 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -323553.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -323569.531250 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -323569.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -323582.250000 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -323582.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -323590.500000 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -323590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -323594.093750 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -323594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -323596.031250 Penalty: 2639.094727
	Iteration 15Q: 3 clusters Score -323596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323597.156250 Penalty: 2639.094727
	Iteration 16Q: 3 clusters Score -323597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323597.593750 Penalty: 2639.094727
	Iteration 17Q: 3 clusters Score -323597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -323598.593750 Penalty: 2639.094727
	Iteration 18Q: 3 clusters Score -323598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -323598.843750 Penalty: 2639.094727
	Iteration 19Q: 3 clusters Score -323598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -323598.843750 Penalty: 2639.094727
	Iteration 20F: 3 clusters Score -323598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 2023 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 1339 members 
Entering Unmasked Estep 
Score: -154067504.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154068896.000000 to -154067504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -421865.156250 Penalty: 1364.668335
	Iteration 0F: 2 clusters Score -421865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -418268.562500 Penalty: 2729.336670
	Iteration 0F: 3 clusters Score -418268.6 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -419549.468750 Penalty: 2729.336670
	Iteration 1F: 3 clusters Score -419549.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -420136.562500 Penalty: 2729.336670
	Iteration 2F: 3 clusters Score -420136.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -420666.968750 Penalty: 2729.336670
	Iteration 3F: 3 clusters Score -420667 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -421074.656250 Penalty: 2729.336670
	Iteration 4F: 3 clusters Score -421074.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -421269.718750 Penalty: 2729.336670
	Iteration 5F: 3 clusters Score -421269.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -421358.500000 Penalty: 2729.336670
	Iteration 6Q: 3 clusters Score -421358.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -421403.281250 Penalty: 2729.336670
	Iteration 7Q: 3 clusters Score -421403.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -421441.187500 Penalty: 2729.336670
	Iteration 8Q: 3 clusters Score -421441.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -421479.656250 Penalty: 2729.336670
	Iteration 9Q: 3 clusters Score -421479.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -421531.937500 Penalty: 2729.336670
	Iteration 10Q: 3 clusters Score -421531.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -421596.593750 Penalty: 2729.336670
	Iteration 11Q: 3 clusters Score -421596.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -421672.062500 Penalty: 2729.336670
	Iteration 12Q: 3 clusters Score -421672.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -421738.187500 Penalty: 2729.336670
	Iteration 13Q: 3 clusters Score -421738.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -421805.750000 Penalty: 2729.336670
	Iteration 14Q: 3 clusters Score -421805.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -421897.500000 Penalty: 2729.336670
	Iteration 15Q: 3 clusters Score -421897.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -421994.312500 Penalty: 2729.336670
	Iteration 16Q: 3 clusters Score -421994.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -422062.437500 Penalty: 2729.336670
	Iteration 17Q: 3 clusters Score -422062.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -422109.031250 Penalty: 2729.336670
	Iteration 18Q: 3 clusters Score -422109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -422130.500000 Penalty: 2729.336670
	Iteration 19Q: 3 clusters Score -422130.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -422141.250000 Penalty: 2729.336670
	Iteration 20F: 3 clusters Score -422141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -422145.812500 Penalty: 2729.336670
	Iteration 21Q: 3 clusters Score -422145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -422147.656250 Penalty: 2729.336670
	Iteration 22Q: 3 clusters Score -422147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -422148.312500 Penalty: 2729.336670
	Iteration 23Q: 3 clusters Score -422148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -422149.218750 Penalty: 2729.336670
	Iteration 24Q: 3 clusters Score -422149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -422149.375000 Penalty: 2729.336670
	Iteration 25Q: 3 clusters Score -422149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -422150.562500 Penalty: 2729.336670
	Iteration 26Q: 3 clusters Score -422150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -422151.062500 Penalty: 2729.336670
	Iteration 27Q: 3 clusters Score -422151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -422151.062500 Penalty: 2729.336670
	Iteration 28F: 3 clusters Score -422151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 3162 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Mstep: Class 46 contains 1276 members 
Entering Unmasked Estep 
Score: -154068176.000000 Penalty: 106475.343750
Splitting cluster 40 changes total score from -154068896.000000 to -154068176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -290048.468750 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -290048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287437.718750 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -287437.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288180.593750 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -288180.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -288474.906250 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -288474.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288731.625000 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -288731.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -288954.468750 Penalty: 2594.063232
	Iteration 4F: 3 clusters Score -288954.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -289133.812500 Penalty: 2594.063232
	Iteration 5F: 3 clusters Score -289133.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -289231.312500 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -289231.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -289289.062500 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -289289.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -289323.718750 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -289323.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -289340.906250 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -289340.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -289357.312500 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -289357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -289365.593750 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -289365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -289369.500000 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -289369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -289372.531250 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -289372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -289375.843750 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -289375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -289379.125000 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -289379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -289379.843750 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -289379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -289380.843750 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -289380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -289382.343750 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -289382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -289385.031250 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -289385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -289388.500000 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -289388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -289389.968750 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -289390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -289392.375000 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -289392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -289395.875000 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -289395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -289402.593750 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -289402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -289406.125000 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -289406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -289408.625000 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -289408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -289410.968750 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -289411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -289412.562500 Penalty: 2594.063232
	Iteration 28Q: 3 clusters Score -289412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -289413.875000 Penalty: 2594.063232
	Iteration 29Q: 3 clusters Score -289413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -289417.343750 Penalty: 2594.063232
	Iteration 30Q: 3 clusters Score -289417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -289420.343750 Penalty: 2594.063232
	Iteration 31Q: 3 clusters Score -289420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -289421.343750 Penalty: 2594.063232
	Iteration 32Q: 3 clusters Score -289421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -289421.406250 Penalty: 2594.063232
	Iteration 33Q: 3 clusters Score -289421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289421.906250 Penalty: 2594.063232
	Iteration 34Q: 3 clusters Score -289421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289421.906250 Penalty: 2594.063232
	Iteration 35F: 3 clusters Score -289421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Entering Unmasked Estep 
Score: -979128.125000 Penalty: 1489.249268
	Iteration 0F: 2 clusters Score -979128.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -972256.687500 Penalty: 2978.498535
	Iteration 0F: 3 clusters Score -972256.7 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -974486.687500 Penalty: 2978.498535
	Iteration 1F: 3 clusters Score -974486.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -974727.062500 Penalty: 2978.498535
	Iteration 2F: 3 clusters Score -974727.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -974983.750000 Penalty: 2978.498535
	Iteration 3F: 3 clusters Score -974983.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -975277.437500 Penalty: 2978.498535
	Iteration 4F: 3 clusters Score -975277.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -975613.312500 Penalty: 2978.498535
	Iteration 5F: 3 clusters Score -975613.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -976020.875000 Penalty: 2978.498535
	Iteration 6F: 3 clusters Score -976020.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -976457.625000 Penalty: 2978.498535
	Iteration 7F: 3 clusters Score -976457.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -976886.687500 Penalty: 2978.498535
	Iteration 8F: 3 clusters Score -976886.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -977235.562500 Penalty: 2978.498535
	Iteration 9Q: 3 clusters Score -977235.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -977487.812500 Penalty: 2978.498535
	Iteration 10Q: 3 clusters Score -977487.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -977627.812500 Penalty: 2978.498535
	Iteration 11Q: 3 clusters Score -977627.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -977732.687500 Penalty: 2978.498535
	Iteration 12Q: 3 clusters Score -977732.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -977795.187500 Penalty: 2978.498535
	Iteration 13Q: 3 clusters Score -977795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -977824.437500 Penalty: 2978.498535
	Iteration 14Q: 3 clusters Score -977824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -977839.812500 Penalty: 2978.498535
	Iteration 15Q: 3 clusters Score -977839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -977853.937500 Penalty: 2978.498535
	Iteration 16Q: 3 clusters Score -977853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -977858.625000 Penalty: 2978.498535
	Iteration 17Q: 3 clusters Score -977858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -977857.937500 Penalty: 2978.498535
	Iteration 18Q: 3 clusters Score -977857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -977857.937500 Penalty: 2978.498535
	Iteration 19F: 3 clusters Score -977857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Entering Unmasked Estep 
Score: -842648.875000 Penalty: 1467.144043
	Iteration 0F: 2 clusters Score -842648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -836588.500000 Penalty: 2934.288086
	Iteration 0F: 3 clusters Score -836588.5 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -838621.187500 Penalty: 2934.288086
	Iteration 1F: 3 clusters Score -838621.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -839045.687500 Penalty: 2934.288086
	Iteration 2F: 3 clusters Score -839045.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -839572.125000 Penalty: 2934.288086
	Iteration 3F: 3 clusters Score -839572.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -840188.250000 Penalty: 2934.288086
	Iteration 4F: 3 clusters Score -840188.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -840705.812500 Penalty: 2934.288086
	Iteration 5F: 3 clusters Score -840705.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -841047.312500 Penalty: 2934.288086
	Iteration 6F: 3 clusters Score -841047.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -841310.375000 Penalty: 2934.288086
	Iteration 7Q: 3 clusters Score -841310.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -841500.062500 Penalty: 2934.288086
	Iteration 8Q: 3 clusters Score -841500.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -841645.437500 Penalty: 2934.288086
	Iteration 9Q: 3 clusters Score -841645.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -841772.562500 Penalty: 2934.288086
	Iteration 10Q: 3 clusters Score -841772.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -841875.312500 Penalty: 2934.288086
	Iteration 11Q: 3 clusters Score -841875.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -841950.625000 Penalty: 2934.288086
	Iteration 12Q: 3 clusters Score -841950.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -842016.500000 Penalty: 2934.288086
	Iteration 13Q: 3 clusters Score -842016.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -842059.937500 Penalty: 2934.288086
	Iteration 14Q: 3 clusters Score -842059.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -842097.500000 Penalty: 2934.288086
	Iteration 15Q: 3 clusters Score -842097.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -842123.187500 Penalty: 2934.288086
	Iteration 16Q: 3 clusters Score -842123.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -842146.937500 Penalty: 2934.288086
	Iteration 17Q: 3 clusters Score -842146.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -842170.000000 Penalty: 2934.288086
	Iteration 18Q: 3 clusters Score -842170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -842188.375000 Penalty: 2934.288086
	Iteration 19Q: 3 clusters Score -842188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -842202.062500 Penalty: 2934.288086
	Iteration 20F: 3 clusters Score -842202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -842208.500000 Penalty: 2934.288086
	Iteration 21Q: 3 clusters Score -842208.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -842212.000000 Penalty: 2934.288086
	Iteration 22Q: 3 clusters Score -842212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -842217.062500 Penalty: 2934.288086
	Iteration 23Q: 3 clusters Score -842217.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -842218.000000 Penalty: 2934.288086
	Iteration 24Q: 3 clusters Score -842218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -842219.250000 Penalty: 2934.288086
	Iteration 25Q: 3 clusters Score -842219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -842223.312500 Penalty: 2934.288086
	Iteration 26Q: 3 clusters Score -842223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -842225.250000 Penalty: 2934.288086
	Iteration 27Q: 3 clusters Score -842225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -842229.937500 Penalty: 2934.288086
	Iteration 28Q: 3 clusters Score -842229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -842231.625000 Penalty: 2934.288086
	Iteration 29Q: 3 clusters Score -842231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -842233.562500 Penalty: 2934.288086
	Iteration 30Q: 3 clusters Score -842233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -842233.562500 Penalty: 2934.288086
	Iteration 31F: 3 clusters Score -842233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -1002455.937500 Penalty: 1488.908691
	Iteration 0F: 2 clusters Score -1002456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -995626.187500 Penalty: 2977.817383
	Iteration 0F: 3 clusters Score -995626.2 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -997859.875000 Penalty: 2977.817383
	Iteration 1F: 3 clusters Score -997859.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -998185.250000 Penalty: 2977.817383
	Iteration 2F: 3 clusters Score -998185.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -998477.687500 Penalty: 2977.817383
	Iteration 3F: 3 clusters Score -998477.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -998816.750000 Penalty: 2977.817383
	Iteration 4F: 3 clusters Score -998816.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -999143.312500 Penalty: 2977.817383
	Iteration 5F: 3 clusters Score -999143.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -999457.687500 Penalty: 2977.817383
	Iteration 6F: 3 clusters Score -999457.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -999739.312500 Penalty: 2977.817383
	Iteration 7Q: 3 clusters Score -999739.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -999992.562500 Penalty: 2977.817383
	Iteration 8Q: 3 clusters Score -999992.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1000218.937500 Penalty: 2977.817383
	Iteration 9Q: 3 clusters Score -1000219 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1000415.812500 Penalty: 2977.817383
	Iteration 10Q: 3 clusters Score -1000416 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1000594.187500 Penalty: 2977.817383
	Iteration 11Q: 3 clusters Score -1000594 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1000735.437500 Penalty: 2977.817383
	Iteration 12Q: 3 clusters Score -1000735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1000843.312500 Penalty: 2977.817383
	Iteration 13Q: 3 clusters Score -1000843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1000925.437500 Penalty: 2977.817383
	Iteration 14Q: 3 clusters Score -1000925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1000984.250000 Penalty: 2977.817383
	Iteration 15Q: 3 clusters Score -1000984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1001022.375000 Penalty: 2977.817383
	Iteration 16Q: 3 clusters Score -1001022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1001050.875000 Penalty: 2977.817383
	Iteration 17Q: 3 clusters Score -1001051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1001076.062500 Penalty: 2977.817383
	Iteration 18Q: 3 clusters Score -1001076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1001096.000000 Penalty: 2977.817383
	Iteration 19Q: 3 clusters Score -1001096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1001114.812500 Penalty: 2977.817383
	Iteration 20F: 3 clusters Score -1001115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1001126.562500 Penalty: 2977.817383
	Iteration 21Q: 3 clusters Score -1001127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1001137.062500 Penalty: 2977.817383
	Iteration 22Q: 3 clusters Score -1001137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1001140.125000 Penalty: 2977.817383
	Iteration 23Q: 3 clusters Score -1001140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1001142.062500 Penalty: 2977.817383
	Iteration 24Q: 3 clusters Score -1001142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1001147.000000 Penalty: 2977.817383
	Iteration 25Q: 3 clusters Score -1001147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1001155.000000 Penalty: 2977.817383
	Iteration 26Q: 3 clusters Score -1001155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1001160.125000 Penalty: 2977.817383
	Iteration 27Q: 3 clusters Score -1001160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1001167.687500 Penalty: 2977.817383
	Iteration 28Q: 3 clusters Score -1001168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1001168.687500 Penalty: 2977.817383
	Iteration 29Q: 3 clusters Score -1001169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1001172.250000 Penalty: 2977.817383
	Iteration 30Q: 3 clusters Score -1001172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1001172.250000 Penalty: 2977.817383
	Iteration 31F: 3 clusters Score -1001172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -760510.625000 Penalty: 1451.891846
	Iteration 0F: 2 clusters Score -760510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -754865.625000 Penalty: 2903.783691
	Iteration 0F: 3 clusters Score -754865.6 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -756592.937500 Penalty: 2903.783691
	Iteration 1F: 3 clusters Score -756592.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -756865.750000 Penalty: 2903.783691
	Iteration 2F: 3 clusters Score -756865.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -757111.687500 Penalty: 2903.783691
	Iteration 3F: 3 clusters Score -757111.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -757352.000000 Penalty: 2903.783691
	Iteration 4F: 3 clusters Score -757352 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -757662.000000 Penalty: 2903.783691
	Iteration 5F: 3 clusters Score -757662 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -758080.625000 Penalty: 2903.783691
	Iteration 6F: 3 clusters Score -758080.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -758536.500000 Penalty: 2903.783691
	Iteration 7F: 3 clusters Score -758536.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -758905.625000 Penalty: 2903.783691
	Iteration 8F: 3 clusters Score -758905.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -759176.937500 Penalty: 2903.783691
	Iteration 9Q: 3 clusters Score -759176.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -759343.687500 Penalty: 2903.783691
	Iteration 10Q: 3 clusters Score -759343.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -759473.000000 Penalty: 2903.783691
	Iteration 11Q: 3 clusters Score -759473 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -759557.562500 Penalty: 2903.783691
	Iteration 12Q: 3 clusters Score -759557.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -759620.500000 Penalty: 2903.783691
	Iteration 13Q: 3 clusters Score -759620.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -759693.875000 Penalty: 2903.783691
	Iteration 14Q: 3 clusters Score -759693.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -759746.125000 Penalty: 2903.783691
	Iteration 15Q: 3 clusters Score -759746.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -759772.875000 Penalty: 2903.783691
	Iteration 16Q: 3 clusters Score -759772.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -759787.000000 Penalty: 2903.783691
	Iteration 17Q: 3 clusters Score -759787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -759793.687500 Penalty: 2903.783691
	Iteration 18Q: 3 clusters Score -759793.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -759802.062500 Penalty: 2903.783691
	Iteration 19Q: 3 clusters Score -759802.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -759807.812500 Penalty: 2903.783691
	Iteration 20F: 3 clusters Score -759807.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -759815.125000 Penalty: 2903.783691
	Iteration 21Q: 3 clusters Score -759815.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -759819.437500 Penalty: 2903.783691
	Iteration 22Q: 3 clusters Score -759819.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -759827.125000 Penalty: 2903.783691
	Iteration 23Q: 3 clusters Score -759827.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -759833.062500 Penalty: 2903.783691
	Iteration 24Q: 3 clusters Score -759833.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -759840.500000 Penalty: 2903.783691
	Iteration 25Q: 3 clusters Score -759840.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -759846.125000 Penalty: 2903.783691
	Iteration 26Q: 3 clusters Score -759846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -759849.937500 Penalty: 2903.783691
	Iteration 27Q: 3 clusters Score -759849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -759852.687500 Penalty: 2903.783691
	Iteration 28Q: 3 clusters Score -759852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -759855.125000 Penalty: 2903.783691
	Iteration 29Q: 3 clusters Score -759855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -759855.375000 Penalty: 2903.783691
	Iteration 30Q: 3 clusters Score -759855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -759855.062500 Penalty: 2903.783691
	Iteration 31Q: 3 clusters Score -759855.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -759856.125000 Penalty: 2903.783691
	Iteration 32Q: 3 clusters Score -759856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -759857.187500 Penalty: 2903.783691
	Iteration 33Q: 3 clusters Score -759857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -759857.000000 Penalty: 2903.783691
	Iteration 34Q: 3 clusters Score -759857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -759857.000000 Penalty: 2903.783691
	Iteration 35F: 3 clusters Score -759857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 91920 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120407 members 
Mstep: Class 14 contains 69122 members 
Mstep: Class 15 contains 180433 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94456 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 22569 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16499 members 
Mstep: Class 25 contains 5388 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31163 members 
Mstep: Class 31 contains 9037 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41006 members 
Mstep: Class 35 contains 5637 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 20505 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9553 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069008.000000 Penalty: 104160.664062
Iteration 279Q: 46 clusters Score -1.54069e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 27535 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 31989 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35627 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 91915 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 82359 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 120410 members 
Mstep: Class 14 contains 69120 members 
Mstep: Class 15 contains 180438 members 
Mstep: Class 16 contains 96829 members 
Mstep: Class 17 contains 94478 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3333 members 
Mstep: Class 20 contains 9488 members 
Mstep: Class 21 contains 7899 members 
Mstep: Class 22 contains 22571 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 5391 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29761 members 
Mstep: Class 29 contains 104055 members 
Mstep: Class 30 contains 31193 members 
Mstep: Class 31 contains 9039 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41005 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3005 members 
Mstep: Class 38 contains 20497 members 
Mstep: Class 39 contains 3363 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9554 members 
Mstep: Class 43 contains 8339 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 104160.664062
Iteration 280F: 46 clusters Score -1.540689e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 5971 members 
Mstep: Class 3 contains 27532 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 31989 members 
Mstep: Class 6 contains 71387 members 
Mstep: Class 7 contains 35623 members 
Mstep: Class 8 contains 6867 members 
Mstep: Class 9 contains 91916 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 82358 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 120412 members 
Mstep: Class 14 contains 69119 members 
Mstep: Class 15 contains 180442 members 
Mstep: Class 16 contains 96826 members 
Mstep: Class 17 contains 94479 members 
Mstep: Class 18 contains 11350 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 9486 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 22574 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16494 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104051 members 
Mstep: Class 30 contains 31217 members 
Mstep: Class 31 contains 9033 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41005 members 
Mstep: Class 35 contains 5634 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3005 members 
Mstep: Class 38 contains 20491 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9557 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 104160.664062
Iteration 281Q: 46 clusters Score -1.540689e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155158 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 27526 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 35612 members 
Mstep: Class 8 contains 6872 members 
Mstep: Class 9 contains 91912 members 
Mstep: Class 10 contains 15514 members 
Mstep: Class 11 contains 82357 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 120416 members 
Mstep: Class 14 contains 69118 members 
Mstep: Class 15 contains 180452 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 94485 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 9486 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 22576 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16493 members 
Mstep: Class 25 contains 5391 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 104049 members 
Mstep: Class 30 contains 31242 members 
Mstep: Class 31 contains 9027 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41003 members 
Mstep: Class 35 contains 5631 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3005 members 
Mstep: Class 38 contains 20487 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4440 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9564 members 
Mstep: Class 43 contains 8337 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 7598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 104160.664062
Iteration 282Q: 46 clusters Score -1.540689e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 5972 members 
Mstep: Class 3 contains 27522 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 31979 members 
Mstep: Class 6 contains 71387 members 
Mstep: Class 7 contains 35605 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 91903 members 
Mstep: Class 10 contains 15517 members 
Mstep: Class 11 contains 82354 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 120419 members 
Mstep: Class 14 contains 69116 members 
Mstep: Class 15 contains 180457 members 
Mstep: Class 16 contains 96830 members 
Mstep: Class 17 contains 94484 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7897 members 
Mstep: Class 22 contains 22582 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16494 members 
Mstep: Class 25 contains 5391 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29758 members 
Mstep: Class 29 contains 104048 members 
Mstep: Class 30 contains 31258 members 
Mstep: Class 31 contains 9024 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 41001 members 
Mstep: Class 35 contains 5633 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3006 members 
Mstep: Class 38 contains 20484 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9570 members 
Mstep: Class 43 contains 8337 members 
Mstep: Class 44 contains 9534 members 
Mstep: Class 45 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068992.000000 Penalty: 104160.664062
Iteration 283Q: 46 clusters Score -1.54069e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 5977 members 
Mstep: Class 3 contains 27515 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 31974 members 
Mstep: Class 6 contains 71387 members 
Mstep: Class 7 contains 35597 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 91890 members 
Mstep: Class 10 contains 15519 members 
Mstep: Class 11 contains 82360 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 120419 members 
Mstep: Class 14 contains 69118 members 
Mstep: Class 15 contains 180464 members 
Mstep: Class 16 contains 96829 members 
Mstep: Class 17 contains 94486 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 22585 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 5391 members 
Mstep: Class 26 contains 18316 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29758 members 
Mstep: Class 29 contains 104049 members 
Mstep: Class 30 contains 31280 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 41003 members 
Mstep: Class 35 contains 5630 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3008 members 
Mstep: Class 38 contains 20481 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4437 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9576 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9535 members 
Mstep: Class 45 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 104160.664062
Iteration 284Q: 46 clusters Score -1.540689e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 5977 members 
Mstep: Class 3 contains 27508 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 31974 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 35589 members 
Mstep: Class 8 contains 6878 members 
Mstep: Class 9 contains 91883 members 
Mstep: Class 10 contains 15521 members 
Mstep: Class 11 contains 82363 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 120418 members 
Mstep: Class 14 contains 69119 members 
Mstep: Class 15 contains 180469 members 
Mstep: Class 16 contains 96827 members 
Mstep: Class 17 contains 94491 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 9487 members 
Mstep: Class 21 contains 7895 members 
Mstep: Class 22 contains 22590 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16495 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 18309 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29757 members 
Mstep: Class 29 contains 104054 members 
Mstep: Class 30 contains 31299 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 41008 members 
Mstep: Class 35 contains 5629 members 
Mstep: Class 36 contains 29383 members 
Mstep: Class 37 contains 3008 members 
Mstep: Class 38 contains 20478 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 4440 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9580 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9535 members 
Mstep: Class 45 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 104160.664062
Iteration 285Q: 46 clusters Score -1.540689e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 5981 members 
Mstep: Class 3 contains 27499 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 31977 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 35586 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 91873 members 
Mstep: Class 10 contains 15521 members 
Mstep: Class 11 contains 82363 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 120417 members 
Mstep: Class 14 contains 69120 members 
Mstep: Class 15 contains 180481 members 
Mstep: Class 16 contains 96822 members 
Mstep: Class 17 contains 94488 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 9493 members 
Mstep: Class 21 contains 7898 members 
Mstep: Class 22 contains 22589 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16494 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 18295 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29754 members 
Mstep: Class 29 contains 104051 members 
Mstep: Class 30 contains 31323 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 41011 members 
Mstep: Class 35 contains 5627 members 
Mstep: Class 36 contains 29382 members 
Mstep: Class 37 contains 3008 members 
Mstep: Class 38 contains 20474 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9583 members 
Mstep: Class 43 contains 8338 members 
Mstep: Class 44 contains 9535 members 
Mstep: Class 45 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 104160.664062
Iteration 286Q: 46 clusters Score -1.540689e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 5981 members 
Mstep: Class 3 contains 27495 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 31972 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 35585 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 91868 members 
Mstep: Class 10 contains 15525 members 
Mstep: Class 11 contains 82361 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 120422 members 
Mstep: Class 14 contains 69119 members 
Mstep: Class 15 contains 180496 members 
Mstep: Class 16 contains 96821 members 
Mstep: Class 17 contains 94491 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 20 contains 9496 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16494 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 18281 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29750 members 
Mstep: Class 29 contains 104051 members 
Mstep: Class 30 contains 31344 members 
Mstep: Class 31 contains 8998 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 41010 members 
Mstep: Class 35 contains 5626 members 
Mstep: Class 36 contains 29378 members 
Mstep: Class 37 contains 3010 members 
Mstep: Class 38 contains 20472 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4446 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9584 members 
Mstep: Class 43 contains 8339 members 
Mstep: Class 44 contains 9535 members 
Mstep: Class 45 contains 7618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 104160.664062
Iteration 287Q: 46 clusters Score -1.540687e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 31969 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 35585 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91860 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 82360 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 120426 members 
Mstep: Class 14 contains 69118 members 
Mstep: Class 15 contains 180514 members 
Mstep: Class 16 contains 96819 members 
Mstep: Class 17 contains 94495 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 20 contains 9500 members 
Mstep: Class 21 contains 7897 members 
Mstep: Class 22 contains 22602 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16488 members 
Mstep: Class 25 contains 5392 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29750 members 
Mstep: Class 29 contains 104046 members 
Mstep: Class 30 contains 31357 members 
Mstep: Class 31 contains 8988 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 41013 members 
Mstep: Class 35 contains 5624 members 
Mstep: Class 36 contains 29376 members 
Mstep: Class 37 contains 3010 members 
Mstep: Class 38 contains 20469 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4444 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9587 members 
Mstep: Class 43 contains 8339 members 
Mstep: Class 44 contains 9536 members 
Mstep: Class 45 contains 7621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 104160.664062
Iteration 288Q: 46 clusters Score -1.540689e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 27484 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 31967 members 
Mstep: Class 6 contains 71372 members 
Mstep: Class 7 contains 35581 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91851 members 
Mstep: Class 10 contains 15533 members 
Mstep: Class 11 contains 82362 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 120419 members 
Mstep: Class 14 contains 69117 members 
Mstep: Class 15 contains 180527 members 
Mstep: Class 16 contains 96814 members 
Mstep: Class 17 contains 94496 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 20 contains 9511 members 
Mstep: Class 21 contains 7899 members 
Mstep: Class 22 contains 22609 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16485 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29748 members 
Mstep: Class 29 contains 104045 members 
Mstep: Class 30 contains 31374 members 
Mstep: Class 31 contains 8979 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 41020 members 
Mstep: Class 35 contains 5623 members 
Mstep: Class 36 contains 29373 members 
Mstep: Class 37 contains 3016 members 
Mstep: Class 38 contains 20465 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9587 members 
Mstep: Class 43 contains 8340 members 
Mstep: Class 44 contains 9537 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068992.000000 Penalty: 104160.664062
Iteration 289Q: 46 clusters Score -1.54069e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 27476 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 71373 members 
Mstep: Class 7 contains 35581 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91843 members 
Mstep: Class 10 contains 15533 members 
Mstep: Class 11 contains 82363 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 120420 members 
Mstep: Class 14 contains 69115 members 
Mstep: Class 15 contains 180530 members 
Mstep: Class 16 contains 96812 members 
Mstep: Class 17 contains 94499 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9525 members 
Mstep: Class 21 contains 7904 members 
Mstep: Class 22 contains 22627 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16485 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 18249 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29744 members 
Mstep: Class 29 contains 104041 members 
Mstep: Class 30 contains 31388 members 
Mstep: Class 31 contains 8971 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 41021 members 
Mstep: Class 35 contains 5623 members 
Mstep: Class 36 contains 29373 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 20460 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4436 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9587 members 
Mstep: Class 43 contains 8341 members 
Mstep: Class 44 contains 9540 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069008.000000 Penalty: 104160.664062
Iteration 290Q: 46 clusters Score -1.54069e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 27476 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 31968 members 
Mstep: Class 6 contains 71373 members 
Mstep: Class 7 contains 35581 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91845 members 
Mstep: Class 10 contains 15533 members 
Mstep: Class 11 contains 82366 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 120416 members 
Mstep: Class 14 contains 69112 members 
Mstep: Class 15 contains 180529 members 
Mstep: Class 16 contains 96810 members 
Mstep: Class 17 contains 94501 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9537 members 
Mstep: Class 21 contains 7910 members 
Mstep: Class 22 contains 22634 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16486 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29738 members 
Mstep: Class 29 contains 104034 members 
Mstep: Class 30 contains 31397 members 
Mstep: Class 31 contains 8967 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 41022 members 
Mstep: Class 35 contains 5622 members 
Mstep: Class 36 contains 29373 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 20453 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 4431 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9587 members 
Mstep: Class 43 contains 8341 members 
Mstep: Class 44 contains 9542 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069152.000000 Penalty: 104160.664062
Iteration 291Q: 46 clusters Score -1.540692e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155098 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 27469 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 31966 members 
Mstep: Class 6 contains 71373 members 
Mstep: Class 7 contains 35581 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91834 members 
Mstep: Class 10 contains 15534 members 
Mstep: Class 11 contains 82372 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 120419 members 
Mstep: Class 14 contains 69110 members 
Mstep: Class 15 contains 180532 members 
Mstep: Class 16 contains 96809 members 
Mstep: Class 17 contains 94506 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9548 members 
Mstep: Class 21 contains 7910 members 
Mstep: Class 22 contains 22640 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16486 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 18227 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29735 members 
Mstep: Class 29 contains 104028 members 
Mstep: Class 30 contains 31414 members 
Mstep: Class 31 contains 8957 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 41023 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29372 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 20440 members 
Mstep: Class 39 contains 3364 members 
Mstep: Class 40 contains 4431 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9587 members 
Mstep: Class 43 contains 8343 members 
Mstep: Class 44 contains 9545 members 
Mstep: Class 45 contains 7621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069040.000000 Penalty: 104160.664062
Iteration 292Q: 46 clusters Score -1.54069e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 14946 members 
Mstep: Class 5 contains 31965 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35579 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91830 members 
Mstep: Class 10 contains 15535 members 
Mstep: Class 11 contains 82372 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 120427 members 
Mstep: Class 14 contains 69108 members 
Mstep: Class 15 contains 180537 members 
Mstep: Class 16 contains 96806 members 
Mstep: Class 17 contains 94509 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 7915 members 
Mstep: Class 22 contains 22645 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16485 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18219 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 29731 members 
Mstep: Class 29 contains 104023 members 
Mstep: Class 30 contains 31427 members 
Mstep: Class 31 contains 8948 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 41026 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29370 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 20428 members 
Mstep: Class 39 contains 3363 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9589 members 
Mstep: Class 43 contains 8342 members 
Mstep: Class 44 contains 9547 members 
Mstep: Class 45 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069040.000000 Penalty: 104160.664062
Iteration 293Q: 46 clusters Score -1.54069e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 27450 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 31963 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35576 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91824 members 
Mstep: Class 10 contains 15535 members 
Mstep: Class 11 contains 82377 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 120437 members 
Mstep: Class 14 contains 69106 members 
Mstep: Class 15 contains 180550 members 
Mstep: Class 16 contains 96805 members 
Mstep: Class 17 contains 94516 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9564 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 22651 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16485 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29729 members 
Mstep: Class 29 contains 104015 members 
Mstep: Class 30 contains 31432 members 
Mstep: Class 31 contains 8943 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 41025 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29372 members 
Mstep: Class 37 contains 3046 members 
Mstep: Class 38 contains 20418 members 
Mstep: Class 39 contains 3364 members 
Mstep: Class 40 contains 4425 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9590 members 
Mstep: Class 43 contains 8341 members 
Mstep: Class 44 contains 9549 members 
Mstep: Class 45 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068960.000000 Penalty: 104160.664062
Iteration 294Q: 46 clusters Score -1.54069e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 27445 members 
Mstep: Class 4 contains 14935 members 
Mstep: Class 5 contains 31961 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35575 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91823 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 82382 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 120439 members 
Mstep: Class 14 contains 69106 members 
Mstep: Class 15 contains 180563 members 
Mstep: Class 16 contains 96798 members 
Mstep: Class 17 contains 94520 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9563 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 22658 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18196 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29726 members 
Mstep: Class 29 contains 104010 members 
Mstep: Class 30 contains 31428 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 41029 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29379 members 
Mstep: Class 37 contains 3058 members 
Mstep: Class 38 contains 20408 members 
Mstep: Class 39 contains 3364 members 
Mstep: Class 40 contains 4421 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9590 members 
Mstep: Class 43 contains 8342 members 
Mstep: Class 44 contains 9549 members 
Mstep: Class 45 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 104160.664062
Iteration 295Q: 46 clusters Score -1.540688e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27435 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31958 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 35570 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 91817 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 82381 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 120443 members 
Mstep: Class 14 contains 69105 members 
Mstep: Class 15 contains 180566 members 
Mstep: Class 16 contains 96789 members 
Mstep: Class 17 contains 94524 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9573 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 22660 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29718 members 
Mstep: Class 29 contains 104004 members 
Mstep: Class 30 contains 31447 members 
Mstep: Class 31 contains 8942 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 41028 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29381 members 
Mstep: Class 37 contains 3063 members 
Mstep: Class 38 contains 20392 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4421 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9590 members 
Mstep: Class 43 contains 8344 members 
Mstep: Class 44 contains 9552 members 
Mstep: Class 45 contains 7620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 104160.664062
Iteration 296Q: 46 clusters Score -1.540688e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31957 members 
Mstep: Class 6 contains 71386 members 
Mstep: Class 7 contains 35565 members 
Mstep: Class 8 contains 6882 members 
Mstep: Class 9 contains 91813 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 82388 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 120448 members 
Mstep: Class 14 contains 69102 members 
Mstep: Class 15 contains 180566 members 
Mstep: Class 16 contains 96783 members 
Mstep: Class 17 contains 94528 members 
Mstep: Class 18 contains 11354 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9576 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 22663 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18195 members 
Mstep: Class 27 contains 7279 members 
Mstep: Class 28 contains 29712 members 
Mstep: Class 29 contains 104003 members 
Mstep: Class 30 contains 31462 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 41031 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29380 members 
Mstep: Class 37 contains 3064 members 
Mstep: Class 38 contains 20384 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4419 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9591 members 
Mstep: Class 43 contains 8346 members 
Mstep: Class 44 contains 9554 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 104160.664062
Iteration 297Q: 46 clusters Score -1.540689e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 27408 members 
Mstep: Class 4 contains 14931 members 
Mstep: Class 5 contains 31955 members 
Mstep: Class 6 contains 71388 members 
Mstep: Class 7 contains 35564 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 91812 members 
Mstep: Class 10 contains 15537 members 
Mstep: Class 11 contains 82393 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 120451 members 
Mstep: Class 14 contains 69099 members 
Mstep: Class 15 contains 180568 members 
Mstep: Class 16 contains 96776 members 
Mstep: Class 17 contains 94535 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 22673 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18185 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29712 members 
Mstep: Class 29 contains 104000 members 
Mstep: Class 30 contains 31476 members 
Mstep: Class 31 contains 8940 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 41031 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29377 members 
Mstep: Class 37 contains 3071 members 
Mstep: Class 38 contains 20377 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4418 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9593 members 
Mstep: Class 43 contains 8345 members 
Mstep: Class 44 contains 9559 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068928.000000 Penalty: 104160.664062
Iteration 298Q: 46 clusters Score -1.540689e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 27395 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31954 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35563 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 91808 members 
Mstep: Class 10 contains 15539 members 
Mstep: Class 11 contains 82395 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 120455 members 
Mstep: Class 14 contains 69093 members 
Mstep: Class 15 contains 180574 members 
Mstep: Class 16 contains 96770 members 
Mstep: Class 17 contains 94538 members 
Mstep: Class 18 contains 11356 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 7918 members 
Mstep: Class 22 contains 22681 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16480 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18178 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29711 members 
Mstep: Class 29 contains 103992 members 
Mstep: Class 30 contains 31492 members 
Mstep: Class 31 contains 8934 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4854 members 
Mstep: Class 34 contains 41034 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29378 members 
Mstep: Class 37 contains 3080 members 
Mstep: Class 38 contains 20363 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 4416 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9594 members 
Mstep: Class 43 contains 8346 members 
Mstep: Class 44 contains 9564 members 
Mstep: Class 45 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068832.000000 Penalty: 104160.664062
Iteration 299Q: 46 clusters Score -1.540688e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31957 members 
Mstep: Class 6 contains 71390 members 
Mstep: Class 7 contains 35558 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 91802 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 82395 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 120455 members 
Mstep: Class 14 contains 69085 members 
Mstep: Class 15 contains 180583 members 
Mstep: Class 16 contains 96763 members 
Mstep: Class 17 contains 94534 members 
Mstep: Class 18 contains 11360 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 22688 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29710 members 
Mstep: Class 29 contains 103987 members 
Mstep: Class 30 contains 31520 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4855 members 
Mstep: Class 34 contains 41037 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 29379 members 
Mstep: Class 37 contains 3085 members 
Mstep: Class 38 contains 20350 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 4418 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9594 members 
Mstep: Class 43 contains 8347 members 
Mstep: Class 44 contains 9568 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068992.000000 Penalty: 104160.664062
Iteration 300F: 46 clusters Score -1.54069e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 27374 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 31957 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35558 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 91801 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 82393 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 120456 members 
Mstep: Class 14 contains 69083 members 
Mstep: Class 15 contains 180586 members 
Mstep: Class 16 contains 96750 members 
Mstep: Class 17 contains 94536 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 22691 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16475 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18162 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29706 members 
Mstep: Class 29 contains 103986 members 
Mstep: Class 30 contains 31546 members 
Mstep: Class 31 contains 8920 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4857 members 
Mstep: Class 34 contains 41044 members 
Mstep: Class 35 contains 5620 members 
Mstep: Class 36 contains 29377 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 20334 members 
Mstep: Class 39 contains 3368 members 
Mstep: Class 40 contains 4421 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9595 members 
Mstep: Class 43 contains 8348 members 
Mstep: Class 44 contains 9576 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068928.000000 Penalty: 104160.664062
Iteration 301Q: 46 clusters Score -1.540689e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 27366 members 
Mstep: Class 4 contains 14936 members 
Mstep: Class 5 contains 31955 members 
Mstep: Class 6 contains 71386 members 
Mstep: Class 7 contains 35558 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 91800 members 
Mstep: Class 10 contains 15537 members 
Mstep: Class 11 contains 82388 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 120462 members 
Mstep: Class 14 contains 69082 members 
Mstep: Class 15 contains 180585 members 
Mstep: Class 16 contains 96741 members 
Mstep: Class 17 contains 94547 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 19 contains 3338 members 
Mstep: Class 20 contains 9586 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 22694 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16474 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18148 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29702 members 
Mstep: Class 29 contains 103981 members 
Mstep: Class 30 contains 31570 members 
Mstep: Class 31 contains 8920 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4858 members 
Mstep: Class 34 contains 41045 members 
Mstep: Class 35 contains 5619 members 
Mstep: Class 36 contains 29379 members 
Mstep: Class 37 contains 3097 members 
Mstep: Class 38 contains 20323 members 
Mstep: Class 39 contains 3368 members 
Mstep: Class 40 contains 4423 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9596 members 
Mstep: Class 43 contains 8348 members 
Mstep: Class 44 contains 9579 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 104160.664062
Iteration 302Q: 46 clusters Score -1.540689e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27362 members 
Mstep: Class 4 contains 14936 members 
Mstep: Class 5 contains 31954 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 35558 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 91796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 82386 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 120464 members 
Mstep: Class 14 contains 69081 members 
Mstep: Class 15 contains 180588 members 
Mstep: Class 16 contains 96734 members 
Mstep: Class 17 contains 94553 members 
Mstep: Class 18 contains 11361 members 
Mstep: Class 19 contains 3339 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 7914 members 
Mstep: Class 22 contains 22693 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 16473 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18122 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29702 members 
Mstep: Class 29 contains 103973 members 
Mstep: Class 30 contains 31586 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41046 members 
Mstep: Class 35 contains 5617 members 
Mstep: Class 36 contains 29381 members 
Mstep: Class 37 contains 3107 members 
Mstep: Class 38 contains 20311 members 
Mstep: Class 39 contains 3368 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9598 members 
Mstep: Class 43 contains 8349 members 
Mstep: Class 44 contains 9587 members 
Mstep: Class 45 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069056.000000 Penalty: 104160.664062
Iteration 303Q: 46 clusters Score -1.540691e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 27355 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 31953 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 35560 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 91796 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 82384 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 120464 members 
Mstep: Class 14 contains 69078 members 
Mstep: Class 15 contains 180587 members 
Mstep: Class 16 contains 96731 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 19 contains 3341 members 
Mstep: Class 20 contains 9603 members 
Mstep: Class 21 contains 7915 members 
Mstep: Class 22 contains 22697 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 16473 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18097 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29697 members 
Mstep: Class 29 contains 103960 members 
Mstep: Class 30 contains 31615 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41046 members 
Mstep: Class 35 contains 5615 members 
Mstep: Class 36 contains 29373 members 
Mstep: Class 37 contains 3115 members 
Mstep: Class 38 contains 20302 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 4428 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9601 members 
Mstep: Class 43 contains 8350 members 
Mstep: Class 44 contains 9592 members 
Mstep: Class 45 contains 7624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069024.000000 Penalty: 104160.664062
Iteration 304Q: 46 clusters Score -1.54069e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31952 members 
Mstep: Class 6 contains 71385 members 
Mstep: Class 7 contains 35557 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 91794 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 82382 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 120466 members 
Mstep: Class 14 contains 69080 members 
Mstep: Class 15 contains 180597 members 
Mstep: Class 16 contains 96720 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 11363 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 9609 members 
Mstep: Class 21 contains 7915 members 
Mstep: Class 22 contains 22698 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16472 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18078 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 29688 members 
Mstep: Class 29 contains 103944 members 
Mstep: Class 30 contains 31653 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41045 members 
Mstep: Class 35 contains 5615 members 
Mstep: Class 36 contains 29372 members 
Mstep: Class 37 contains 3124 members 
Mstep: Class 38 contains 20287 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 4429 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9601 members 
Mstep: Class 43 contains 8353 members 
Mstep: Class 44 contains 9599 members 
Mstep: Class 45 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069136.000000 Penalty: 104160.664062
Iteration 305Q: 46 clusters Score -1.540691e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 6005 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 14931 members 
Mstep: Class 5 contains 31954 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35553 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 91791 members 
Mstep: Class 10 contains 15533 members 
Mstep: Class 11 contains 82380 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 120466 members 
Mstep: Class 14 contains 69076 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96712 members 
Mstep: Class 17 contains 94551 members 
Mstep: Class 18 contains 11363 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 9611 members 
Mstep: Class 21 contains 7913 members 
Mstep: Class 22 contains 22702 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16471 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18058 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29682 members 
Mstep: Class 29 contains 103941 members 
Mstep: Class 30 contains 31692 members 
Mstep: Class 31 contains 8919 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41047 members 
Mstep: Class 35 contains 5615 members 
Mstep: Class 36 contains 29371 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 20274 members 
Mstep: Class 39 contains 3372 members 
Mstep: Class 40 contains 4430 members 
Mstep: Class 41 contains 2927 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 9609 members 
Mstep: Class 45 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069264.000000 Penalty: 104160.664062
Iteration 306Q: 46 clusters Score -1.540693e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 27337 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31951 members 
Mstep: Class 6 contains 71390 members 
Mstep: Class 7 contains 35545 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 91791 members 
Mstep: Class 10 contains 15537 members 
Mstep: Class 11 contains 82379 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 120464 members 
Mstep: Class 14 contains 69069 members 
Mstep: Class 15 contains 180613 members 
Mstep: Class 16 contains 96700 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 11364 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 9626 members 
Mstep: Class 21 contains 7908 members 
Mstep: Class 22 contains 22708 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 16472 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18035 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29678 members 
Mstep: Class 29 contains 103935 members 
Mstep: Class 30 contains 31733 members 
Mstep: Class 31 contains 8912 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41048 members 
Mstep: Class 35 contains 5615 members 
Mstep: Class 36 contains 29367 members 
Mstep: Class 37 contains 3143 members 
Mstep: Class 38 contains 20265 members 
Mstep: Class 39 contains 3372 members 
Mstep: Class 40 contains 4429 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8359 members 
Mstep: Class 44 contains 9619 members 
Mstep: Class 45 contains 7627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069136.000000 Penalty: 104160.664062
Iteration 307Q: 46 clusters Score -1.540691e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31948 members 
Mstep: Class 6 contains 71395 members 
Mstep: Class 7 contains 35536 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 91779 members 
Mstep: Class 10 contains 15537 members 
Mstep: Class 11 contains 82383 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 120462 members 
Mstep: Class 14 contains 69069 members 
Mstep: Class 15 contains 180619 members 
Mstep: Class 16 contains 96697 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 11364 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 22712 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16473 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 18001 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29670 members 
Mstep: Class 29 contains 103927 members 
Mstep: Class 30 contains 31776 members 
Mstep: Class 31 contains 8913 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41048 members 
Mstep: Class 35 contains 5617 members 
Mstep: Class 36 contains 29357 members 
Mstep: Class 37 contains 3158 members 
Mstep: Class 38 contains 20254 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4429 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8365 members 
Mstep: Class 44 contains 9620 members 
Mstep: Class 45 contains 7629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069360.000000 Penalty: 104160.664062
Iteration 308Q: 46 clusters Score -1.540694e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 27330 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31945 members 
Mstep: Class 6 contains 71393 members 
Mstep: Class 7 contains 35531 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 91775 members 
Mstep: Class 10 contains 15540 members 
Mstep: Class 11 contains 82387 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 120462 members 
Mstep: Class 14 contains 69071 members 
Mstep: Class 15 contains 180629 members 
Mstep: Class 16 contains 96688 members 
Mstep: Class 17 contains 94549 members 
Mstep: Class 18 contains 11367 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 9653 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 22715 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16471 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 17974 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29657 members 
Mstep: Class 29 contains 103915 members 
Mstep: Class 30 contains 31817 members 
Mstep: Class 31 contains 8923 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41048 members 
Mstep: Class 35 contains 5617 members 
Mstep: Class 36 contains 29349 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 20243 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4428 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8372 members 
Mstep: Class 44 contains 9621 members 
Mstep: Class 45 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069360.000000 Penalty: 104160.664062
Iteration 309Q: 46 clusters Score -1.540694e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 6010 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31945 members 
Mstep: Class 6 contains 71395 members 
Mstep: Class 7 contains 35528 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 91768 members 
Mstep: Class 10 contains 15539 members 
Mstep: Class 11 contains 82387 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120467 members 
Mstep: Class 14 contains 69070 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 96681 members 
Mstep: Class 17 contains 94555 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 3355 members 
Mstep: Class 20 contains 9662 members 
Mstep: Class 21 contains 7891 members 
Mstep: Class 22 contains 22723 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16473 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 17943 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29642 members 
Mstep: Class 29 contains 103913 members 
Mstep: Class 30 contains 31862 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41052 members 
Mstep: Class 35 contains 5615 members 
Mstep: Class 36 contains 29342 members 
Mstep: Class 37 contains 3180 members 
Mstep: Class 38 contains 20239 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4431 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8378 members 
Mstep: Class 44 contains 9622 members 
Mstep: Class 45 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069232.000000 Penalty: 104160.664062
Iteration 310Q: 46 clusters Score -1.540692e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 27301 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71393 members 
Mstep: Class 7 contains 35521 members 
Mstep: Class 8 contains 6887 members 
Mstep: Class 9 contains 91767 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 82394 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 120482 members 
Mstep: Class 14 contains 69070 members 
Mstep: Class 15 contains 180630 members 
Mstep: Class 16 contains 96681 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 9667 members 
Mstep: Class 21 contains 7885 members 
Mstep: Class 22 contains 22730 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 17915 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29635 members 
Mstep: Class 29 contains 103908 members 
Mstep: Class 30 contains 31894 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4859 members 
Mstep: Class 34 contains 41055 members 
Mstep: Class 35 contains 5614 members 
Mstep: Class 36 contains 29336 members 
Mstep: Class 37 contains 3185 members 
Mstep: Class 38 contains 20228 members 
Mstep: Class 39 contains 3364 members 
Mstep: Class 40 contains 4431 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9604 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 9625 members 
Mstep: Class 45 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069344.000000 Penalty: 104160.664062
Iteration 311Q: 46 clusters Score -1.540693e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 27290 members 
Mstep: Class 4 contains 14931 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35517 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91757 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 82398 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 120497 members 
Mstep: Class 14 contains 69068 members 
Mstep: Class 15 contains 180631 members 
Mstep: Class 16 contains 96679 members 
Mstep: Class 17 contains 94552 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 7880 members 
Mstep: Class 22 contains 22738 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16475 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 17887 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 29625 members 
Mstep: Class 29 contains 103902 members 
Mstep: Class 30 contains 31936 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4860 members 
Mstep: Class 34 contains 41057 members 
Mstep: Class 35 contains 5611 members 
Mstep: Class 36 contains 29330 members 
Mstep: Class 37 contains 3190 members 
Mstep: Class 38 contains 20221 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 4433 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8388 members 
Mstep: Class 44 contains 9627 members 
Mstep: Class 45 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069200.000000 Penalty: 104160.664062
Iteration 312Q: 46 clusters Score -1.540692e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 27271 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71388 members 
Mstep: Class 7 contains 35516 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91749 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 82405 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 120516 members 
Mstep: Class 14 contains 69069 members 
Mstep: Class 15 contains 180633 members 
Mstep: Class 16 contains 96673 members 
Mstep: Class 17 contains 94544 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 9678 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 22745 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 17863 members 
Mstep: Class 27 contains 7282 members 
Mstep: Class 28 contains 29611 members 
Mstep: Class 29 contains 103891 members 
Mstep: Class 30 contains 31979 members 
Mstep: Class 31 contains 8929 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4861 members 
Mstep: Class 34 contains 41056 members 
Mstep: Class 35 contains 5610 members 
Mstep: Class 36 contains 29323 members 
Mstep: Class 37 contains 3201 members 
Mstep: Class 38 contains 20214 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4434 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9603 members 
Mstep: Class 43 contains 8392 members 
Mstep: Class 44 contains 9632 members 
Mstep: Class 45 contains 7629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069200.000000 Penalty: 104160.664062
Iteration 313Q: 46 clusters Score -1.540692e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91738 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 82411 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 120533 members 
Mstep: Class 14 contains 69069 members 
Mstep: Class 15 contains 180637 members 
Mstep: Class 16 contains 96676 members 
Mstep: Class 17 contains 94544 members 
Mstep: Class 18 contains 11370 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 9681 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 22752 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 17829 members 
Mstep: Class 27 contains 7283 members 
Mstep: Class 28 contains 29604 members 
Mstep: Class 29 contains 103879 members 
Mstep: Class 30 contains 32033 members 
Mstep: Class 31 contains 8928 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4861 members 
Mstep: Class 34 contains 41056 members 
Mstep: Class 35 contains 5609 members 
Mstep: Class 36 contains 29313 members 
Mstep: Class 37 contains 3211 members 
Mstep: Class 38 contains 20206 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 4436 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9605 members 
Mstep: Class 43 contains 8397 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069232.000000 Penalty: 104160.664062
Iteration 314Q: 46 clusters Score -1.540692e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 27237 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31939 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 35511 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91738 members 
Mstep: Class 10 contains 15541 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 120542 members 
Mstep: Class 14 contains 69070 members 
Mstep: Class 15 contains 180640 members 
Mstep: Class 16 contains 96677 members 
Mstep: Class 17 contains 94548 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 9682 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 22763 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16475 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 17800 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29596 members 
Mstep: Class 29 contains 103871 members 
Mstep: Class 30 contains 32080 members 
Mstep: Class 31 contains 8926 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4861 members 
Mstep: Class 34 contains 41057 members 
Mstep: Class 35 contains 5608 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 3218 members 
Mstep: Class 38 contains 20197 members 
Mstep: Class 39 contains 3368 members 
Mstep: Class 40 contains 4437 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9607 members 
Mstep: Class 43 contains 8398 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069200.000000 Penalty: 104160.664062
Iteration 315Q: 46 clusters Score -1.540692e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 71387 members 
Mstep: Class 7 contains 35497 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 91734 members 
Mstep: Class 10 contains 15542 members 
Mstep: Class 11 contains 82419 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 120556 members 
Mstep: Class 14 contains 69068 members 
Mstep: Class 15 contains 180640 members 
Mstep: Class 16 contains 96679 members 
Mstep: Class 17 contains 94549 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 20 contains 9686 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 22776 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 5395 members 
Mstep: Class 26 contains 17767 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29588 members 
Mstep: Class 29 contains 103860 members 
Mstep: Class 30 contains 32136 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4862 members 
Mstep: Class 34 contains 41058 members 
Mstep: Class 35 contains 5609 members 
Mstep: Class 36 contains 29303 members 
Mstep: Class 37 contains 3227 members 
Mstep: Class 38 contains 20193 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 4433 members 
Mstep: Class 41 contains 2928 members 
Mstep: Class 42 contains 9608 members 
Mstep: Class 43 contains 8400 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069280.000000 Penalty: 104160.664062
Iteration 316Q: 46 clusters Score -1.540693e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 27181 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 71390 members 
Mstep: Class 7 contains 35495 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91729 members 
Mstep: Class 10 contains 15544 members 
Mstep: Class 11 contains 82423 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 120577 members 
Mstep: Class 14 contains 69065 members 
Mstep: Class 15 contains 180641 members 
Mstep: Class 16 contains 96672 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 20 contains 9685 members 
Mstep: Class 21 contains 7855 members 
Mstep: Class 22 contains 22789 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17745 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29582 members 
Mstep: Class 29 contains 103854 members 
Mstep: Class 30 contains 32169 members 
Mstep: Class 31 contains 8934 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41059 members 
Mstep: Class 35 contains 5608 members 
Mstep: Class 36 contains 29302 members 
Mstep: Class 37 contains 3238 members 
Mstep: Class 38 contains 20183 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4440 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9609 members 
Mstep: Class 43 contains 8401 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069424.000000 Penalty: 104160.664062
Iteration 317Q: 46 clusters Score -1.540694e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 27151 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 71389 members 
Mstep: Class 7 contains 35486 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91731 members 
Mstep: Class 10 contains 15544 members 
Mstep: Class 11 contains 82419 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 120603 members 
Mstep: Class 14 contains 69061 members 
Mstep: Class 15 contains 180636 members 
Mstep: Class 16 contains 96663 members 
Mstep: Class 17 contains 94555 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 9694 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 22808 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16481 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17717 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29575 members 
Mstep: Class 29 contains 103850 members 
Mstep: Class 30 contains 32203 members 
Mstep: Class 31 contains 8940 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41058 members 
Mstep: Class 35 contains 5606 members 
Mstep: Class 36 contains 29302 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 20178 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 4441 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9609 members 
Mstep: Class 43 contains 8403 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069664.000000 Penalty: 104160.664062
Iteration 318Q: 46 clusters Score -1.540697e+08 nChanged 276
Entering ConstructFrom: 
Score: -154069664.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (155089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Entering Unmasked Estep 
Score: -16263918.000000 Penalty: 1942.160156
	Iteration 0F: 2 clusters Score -1.626392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -16164398.000000 Penalty: 3884.320312
	Iteration 0F: 3 clusters Score -1.61644e+07 nChanged 74718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -16209738.000000 Penalty: 3884.320312
	Iteration 1F: 3 clusters Score -1.620974e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -16212570.000000 Penalty: 3884.320312
	Iteration 2Q: 3 clusters Score -1.621257e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100204 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -16217680.000000 Penalty: 3884.320312
	Iteration 3F: 3 clusters Score -1.621768e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -16226252.000000 Penalty: 3884.320312
	Iteration 4F: 3 clusters Score -1.622625e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -16237700.000000 Penalty: 3884.320312
	Iteration 5F: 3 clusters Score -1.62377e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135133 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -16248875.000000 Penalty: 3884.320312
	Iteration 6F: 3 clusters Score -1.624888e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142818 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -16256375.000000 Penalty: 3884.320312
	Iteration 7F: 3 clusters Score -1.625638e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -16259746.000000 Penalty: 3884.320312
	Iteration 8Q: 3 clusters Score -1.625975e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -16261228.000000 Penalty: 3884.320312
	Iteration 9Q: 3 clusters Score -1.626123e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -16261871.000000 Penalty: 3884.320312
	Iteration 10Q: 3 clusters Score -1.626187e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -16262180.000000 Penalty: 3884.320312
	Iteration 11Q: 3 clusters Score -1.626218e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16262280.000000 Penalty: 3884.320312
	Iteration 12Q: 3 clusters Score -1.626228e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16262346.000000 Penalty: 3884.320312
	Iteration 13Q: 3 clusters Score -1.626235e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16262415.000000 Penalty: 3884.320312
	Iteration 14Q: 3 clusters Score -1.626242e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -16262413.000000 Penalty: 3884.320312
	Iteration 15Q: 3 clusters Score -1.626241e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16262420.000000 Penalty: 3884.320312
	Iteration 16Q: 3 clusters Score -1.626242e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16262414.000000 Penalty: 3884.320312
	Iteration 17Q: 3 clusters Score -1.626241e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16262412.000000 Penalty: 3884.320312
	Iteration 18Q: 3 clusters Score -1.626241e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16262419.000000 Penalty: 3884.320312
	Iteration 19Q: 3 clusters Score -1.626242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16262428.000000 Penalty: 3884.320312
	Iteration 20F: 3 clusters Score -1.626243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16262430.000000 Penalty: 3884.320312
	Iteration 21Q: 3 clusters Score -1.626243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16262441.000000 Penalty: 3884.320312
	Iteration 22Q: 3 clusters Score -1.626244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154421 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -16262464.000000 Penalty: 3884.320312
	Iteration 23Q: 3 clusters Score -1.626246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16262456.000000 Penalty: 3884.320312
	Iteration 24Q: 3 clusters Score -1.626246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16262460.000000 Penalty: 3884.320312
	Iteration 25Q: 3 clusters Score -1.626246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154499 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16262457.000000 Penalty: 3884.320312
	Iteration 26Q: 3 clusters Score -1.626246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16262462.000000 Penalty: 3884.320312
	Iteration 27Q: 3 clusters Score -1.626246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16262461.000000 Penalty: 3884.320312
	Iteration 28Q: 3 clusters Score -1.626246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16262466.000000 Penalty: 3884.320312
	Iteration 29Q: 3 clusters Score -1.626247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154549 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16262465.000000 Penalty: 3884.320312
	Iteration 30Q: 3 clusters Score -1.626246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16262482.000000 Penalty: 3884.320312
	Iteration 31Q: 3 clusters Score -1.626248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16262467.000000 Penalty: 3884.320312
	Iteration 32Q: 3 clusters Score -1.626247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16262489.000000 Penalty: 3884.320312
	Iteration 33Q: 3 clusters Score -1.626249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -16262481.000000 Penalty: 3884.320312
	Iteration 34Q: 3 clusters Score -1.626248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154600 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -16262499.000000 Penalty: 3884.320312
	Iteration 35Q: 3 clusters Score -1.62625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154607 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -16262498.000000 Penalty: 3884.320312
	Iteration 36Q: 3 clusters Score -1.62625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154614 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16262497.000000 Penalty: 3884.320312
	Iteration 37Q: 3 clusters Score -1.62625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16262505.000000 Penalty: 3884.320312
	Iteration 38Q: 3 clusters Score -1.62625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154631 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16262494.000000 Penalty: 3884.320312
	Iteration 39Q: 3 clusters Score -1.626249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16262497.000000 Penalty: 3884.320312
	Iteration 40F: 3 clusters Score -1.62625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16262499.000000 Penalty: 3884.320312
	Iteration 41Q: 3 clusters Score -1.62625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154638 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16262506.000000 Penalty: 3884.320312
	Iteration 42Q: 3 clusters Score -1.626251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16262513.000000 Penalty: 3884.320312
	Iteration 43Q: 3 clusters Score -1.626251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16262506.000000 Penalty: 3884.320312
	Iteration 44Q: 3 clusters Score -1.626251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16262510.000000 Penalty: 3884.320312
	Iteration 45Q: 3 clusters Score -1.626251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16262510.000000 Penalty: 3884.320312
	Iteration 46F: 3 clusters Score -1.626251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -544771.750000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -544771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -540166.812500 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -540166.8 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -541793.875000 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -541793.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -542466.875000 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -542466.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -543161.312500 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -543161.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -543667.000000 Penalty: 2827.937500
	Iteration 4F: 3 clusters Score -543667 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -543957.562500 Penalty: 2827.937500
	Iteration 5F: 3 clusters Score -543957.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -544185.500000 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -544185.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -544375.187500 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -544375.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -544532.750000 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -544532.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -544647.875000 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -544647.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -544733.312500 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -544733.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -544797.312500 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -544797.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -544846.562500 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -544846.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -544891.125000 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -544891.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -544937.375000 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -544937.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -544973.375000 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -544973.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -544995.312500 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -544995.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -545008.187500 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -545008.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -545019.875000 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -545019.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -545033.625000 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -545033.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -545046.562500 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -545046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -545063.937500 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -545063.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -545072.812500 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -545072.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -545078.750000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -545078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -545081.312500 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -545081.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -545083.937500 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -545083.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -545087.687500 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -545087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -545089.125000 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -545089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -545089.250000 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -545089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -545089.062500 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -545089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -545089.625000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -545089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -545089.437500 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -545089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -545089.437500 Penalty: 2827.937500
	Iteration 32F: 3 clusters Score -545089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 2800 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31936 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35474 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91730 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 120616 members 
Mstep: Class 14 contains 69059 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 96654 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 22834 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 103852 members 
Mstep: Class 30 contains 32242 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41055 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 29307 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 20166 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8405 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7612 members 
Mstep: Class 46 contains 3211 members 
Entering Unmasked Estep 
Score: -154069104.000000 Penalty: 106475.343750
Splitting cluster 2 changes total score from -154069664.000000 to -154069104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Entering Unmasked Estep 
Score: -2783601.000000 Penalty: 1658.798340
	Iteration 0F: 2 clusters Score -2783601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2765357.750000 Penalty: 3317.596680
	Iteration 0F: 3 clusters Score -2765358 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2772823.250000 Penalty: 3317.596680
	Iteration 1F: 3 clusters Score -2772823 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2773773.250000 Penalty: 3317.596680
	Iteration 2F: 3 clusters Score -2773773 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2774926.000000 Penalty: 3317.596680
	Iteration 3F: 3 clusters Score -2774926 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2776350.250000 Penalty: 3317.596680
	Iteration 4F: 3 clusters Score -2776350 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2777848.000000 Penalty: 3317.596680
	Iteration 5F: 3 clusters Score -2777848 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2779169.250000 Penalty: 3317.596680
	Iteration 6F: 3 clusters Score -2779169 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2780117.500000 Penalty: 3317.596680
	Iteration 7F: 3 clusters Score -2780118 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2780667.750000 Penalty: 3317.596680
	Iteration 8Q: 3 clusters Score -2780668 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2780951.000000 Penalty: 3317.596680
	Iteration 9Q: 3 clusters Score -2780951 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2781149.750000 Penalty: 3317.596680
	Iteration 10Q: 3 clusters Score -2781150 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2781280.500000 Penalty: 3317.596680
	Iteration 11Q: 3 clusters Score -2781280 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2781417.250000 Penalty: 3317.596680
	Iteration 12Q: 3 clusters Score -2781417 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2781543.500000 Penalty: 3317.596680
	Iteration 13Q: 3 clusters Score -2781544 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2781646.250000 Penalty: 3317.596680
	Iteration 14Q: 3 clusters Score -2781646 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2781715.750000 Penalty: 3317.596680
	Iteration 15Q: 3 clusters Score -2781716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2781808.250000 Penalty: 3317.596680
	Iteration 16Q: 3 clusters Score -2781808 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2781879.750000 Penalty: 3317.596680
	Iteration 17Q: 3 clusters Score -2781880 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2781982.500000 Penalty: 3317.596680
	Iteration 18Q: 3 clusters Score -2781982 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2782076.250000 Penalty: 3317.596680
	Iteration 19Q: 3 clusters Score -2782076 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2782149.000000 Penalty: 3317.596680
	Iteration 20F: 3 clusters Score -2782149 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2782217.000000 Penalty: 3317.596680
	Iteration 21Q: 3 clusters Score -2782217 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2782278.500000 Penalty: 3317.596680
	Iteration 22Q: 3 clusters Score -2782278 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2782343.500000 Penalty: 3317.596680
	Iteration 23Q: 3 clusters Score -2782344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2782393.250000 Penalty: 3317.596680
	Iteration 24Q: 3 clusters Score -2782393 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2782453.250000 Penalty: 3317.596680
	Iteration 25Q: 3 clusters Score -2782453 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2782503.000000 Penalty: 3317.596680
	Iteration 26Q: 3 clusters Score -2782503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2782529.500000 Penalty: 3317.596680
	Iteration 27Q: 3 clusters Score -2782530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2782558.750000 Penalty: 3317.596680
	Iteration 28Q: 3 clusters Score -2782559 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2782595.750000 Penalty: 3317.596680
	Iteration 29Q: 3 clusters Score -2782596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2782613.250000 Penalty: 3317.596680
	Iteration 30Q: 3 clusters Score -2782613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2782615.000000 Penalty: 3317.596680
	Iteration 31Q: 3 clusters Score -2782615 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2782622.250000 Penalty: 3317.596680
	Iteration 32Q: 3 clusters Score -2782622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2782636.000000 Penalty: 3317.596680
	Iteration 33Q: 3 clusters Score -2782636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2782647.500000 Penalty: 3317.596680
	Iteration 34Q: 3 clusters Score -2782648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2782656.250000 Penalty: 3317.596680
	Iteration 35Q: 3 clusters Score -2782656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2782660.500000 Penalty: 3317.596680
	Iteration 36Q: 3 clusters Score -2782660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2782674.750000 Penalty: 3317.596680
	Iteration 37Q: 3 clusters Score -2782675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2782689.750000 Penalty: 3317.596680
	Iteration 38Q: 3 clusters Score -2782690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2782698.250000 Penalty: 3317.596680
	Iteration 39Q: 3 clusters Score -2782698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2782695.500000 Penalty: 3317.596680
	Iteration 40F: 3 clusters Score -2782696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2782706.500000 Penalty: 3317.596680
	Iteration 41Q: 3 clusters Score -2782706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2782702.750000 Penalty: 3317.596680
	Iteration 42Q: 3 clusters Score -2782703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2782703.750000 Penalty: 3317.596680
	Iteration 43Q: 3 clusters Score -2782704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2782708.000000 Penalty: 3317.596680
	Iteration 44Q: 3 clusters Score -2782708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2782708.000000 Penalty: 3317.596680
	Iteration 45Q: 3 clusters Score -2782708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2782709.250000 Penalty: 3317.596680
	Iteration 46Q: 3 clusters Score -2782709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2782707.750000 Penalty: 3317.596680
	Iteration 47Q: 3 clusters Score -2782708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2782709.250000 Penalty: 3317.596680
	Iteration 48Q: 3 clusters Score -2782709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2782707.500000 Penalty: 3317.596680
	Iteration 49Q: 3 clusters Score -2782708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2782708.250000 Penalty: 3317.596680
	Iteration 50Q: 3 clusters Score -2782708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2782709.250000 Penalty: 3317.596680
	Iteration 51Q: 3 clusters Score -2782709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2782704.000000 Penalty: 3317.596680
	Iteration 52Q: 3 clusters Score -2782704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2782707.000000 Penalty: 3317.596680
	Iteration 53Q: 3 clusters Score -2782707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2782713.500000 Penalty: 3317.596680
	Iteration 54Q: 3 clusters Score -2782714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2782706.500000 Penalty: 3317.596680
	Iteration 55Q: 3 clusters Score -2782706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2782719.000000 Penalty: 3317.596680
	Iteration 56Q: 3 clusters Score -2782719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2782719.500000 Penalty: 3317.596680
	Iteration 57Q: 3 clusters Score -2782720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2782719.750000 Penalty: 3317.596680
	Iteration 58Q: 3 clusters Score -2782720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2782723.500000 Penalty: 3317.596680
	Iteration 59Q: 3 clusters Score -2782724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2782730.250000 Penalty: 3317.596680
	Iteration 60F: 3 clusters Score -2782730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2782731.250000 Penalty: 3317.596680
	Iteration 61Q: 3 clusters Score -2782731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2782730.250000 Penalty: 3317.596680
	Iteration 62Q: 3 clusters Score -2782730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2782735.750000 Penalty: 3317.596680
	Iteration 63Q: 3 clusters Score -2782736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2782743.250000 Penalty: 3317.596680
	Iteration 64Q: 3 clusters Score -2782743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2782745.750000 Penalty: 3317.596680
	Iteration 65Q: 3 clusters Score -2782746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2782750.250000 Penalty: 3317.596680
	Iteration 66Q: 3 clusters Score -2782750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2782752.250000 Penalty: 3317.596680
	Iteration 67Q: 3 clusters Score -2782752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2782750.750000 Penalty: 3317.596680
	Iteration 68Q: 3 clusters Score -2782751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2782756.500000 Penalty: 3317.596680
	Iteration 69Q: 3 clusters Score -2782756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2782757.750000 Penalty: 3317.596680
	Iteration 70Q: 3 clusters Score -2782758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2782758.500000 Penalty: 3317.596680
	Iteration 71Q: 3 clusters Score -2782758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2782759.250000 Penalty: 3317.596680
	Iteration 72Q: 3 clusters Score -2782759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2782757.750000 Penalty: 3317.596680
	Iteration 73Q: 3 clusters Score -2782758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2782758.750000 Penalty: 3317.596680
	Iteration 74Q: 3 clusters Score -2782759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2782754.250000 Penalty: 3317.596680
	Iteration 75Q: 3 clusters Score -2782754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2782752.750000 Penalty: 3317.596680
	Iteration 76Q: 3 clusters Score -2782753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2782752.750000 Penalty: 3317.596680
	Iteration 77Q: 3 clusters Score -2782753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2782758.000000 Penalty: 3317.596680
	Iteration 78Q: 3 clusters Score -2782758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2782767.750000 Penalty: 3317.596680
	Iteration 79Q: 3 clusters Score -2782768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2782766.500000 Penalty: 3317.596680
	Iteration 80F: 3 clusters Score -2782766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2782766.000000 Penalty: 3317.596680
	Iteration 81Q: 3 clusters Score -2782766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2782768.500000 Penalty: 3317.596680
	Iteration 82Q: 3 clusters Score -2782768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2782769.000000 Penalty: 3317.596680
	Iteration 83Q: 3 clusters Score -2782769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2782778.500000 Penalty: 3317.596680
	Iteration 84Q: 3 clusters Score -2782778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2782773.750000 Penalty: 3317.596680
	Iteration 85Q: 3 clusters Score -2782774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2782776.750000 Penalty: 3317.596680
	Iteration 86Q: 3 clusters Score -2782777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2782779.500000 Penalty: 3317.596680
	Iteration 87Q: 3 clusters Score -2782780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2782782.250000 Penalty: 3317.596680
	Iteration 88Q: 3 clusters Score -2782782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2782780.250000 Penalty: 3317.596680
	Iteration 89Q: 3 clusters Score -2782780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2782777.500000 Penalty: 3317.596680
	Iteration 90Q: 3 clusters Score -2782778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2782783.000000 Penalty: 3317.596680
	Iteration 91Q: 3 clusters Score -2782783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2782778.750000 Penalty: 3317.596680
	Iteration 92Q: 3 clusters Score -2782779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2782776.750000 Penalty: 3317.596680
	Iteration 93Q: 3 clusters Score -2782777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2782775.250000 Penalty: 3317.596680
	Iteration 94Q: 3 clusters Score -2782775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2782778.000000 Penalty: 3317.596680
	Iteration 95Q: 3 clusters Score -2782778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2782779.250000 Penalty: 3317.596680
	Iteration 96Q: 3 clusters Score -2782779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2782778.750000 Penalty: 3317.596680
	Iteration 97Q: 3 clusters Score -2782779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2782782.000000 Penalty: 3317.596680
	Iteration 98Q: 3 clusters Score -2782782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2782786.750000 Penalty: 3317.596680
	Iteration 99Q: 3 clusters Score -2782787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2782790.500000 Penalty: 3317.596680
	Iteration 100F: 3 clusters Score -2782790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2782798.500000 Penalty: 3317.596680
	Iteration 101Q: 3 clusters Score -2782798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2782804.750000 Penalty: 3317.596680
	Iteration 102Q: 3 clusters Score -2782805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2782806.250000 Penalty: 3317.596680
	Iteration 103Q: 3 clusters Score -2782806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2782805.250000 Penalty: 3317.596680
	Iteration 104Q: 3 clusters Score -2782805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2782802.250000 Penalty: 3317.596680
	Iteration 105Q: 3 clusters Score -2782802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2782799.250000 Penalty: 3317.596680
	Iteration 106Q: 3 clusters Score -2782799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2782795.250000 Penalty: 3317.596680
	Iteration 107Q: 3 clusters Score -2782795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2782797.250000 Penalty: 3317.596680
	Iteration 108Q: 3 clusters Score -2782797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2782797.750000 Penalty: 3317.596680
	Iteration 109Q: 3 clusters Score -2782798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2782801.250000 Penalty: 3317.596680
	Iteration 110Q: 3 clusters Score -2782801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2782799.500000 Penalty: 3317.596680
	Iteration 111Q: 3 clusters Score -2782800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2782797.750000 Penalty: 3317.596680
	Iteration 112Q: 3 clusters Score -2782798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2782796.750000 Penalty: 3317.596680
	Iteration 113Q: 3 clusters Score -2782797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2782796.750000 Penalty: 3317.596680
	Iteration 114F: 3 clusters Score -2782797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -1493572.500000 Penalty: 1561.829956
	Iteration 0F: 2 clusters Score -1493572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1483230.875000 Penalty: 3123.659912
	Iteration 0F: 3 clusters Score -1483231 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1487438.250000 Penalty: 3123.659912
	Iteration 1F: 3 clusters Score -1487438 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1488695.000000 Penalty: 3123.659912
	Iteration 2F: 3 clusters Score -1488695 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1490353.250000 Penalty: 3123.659912
	Iteration 3F: 3 clusters Score -1490353 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1491560.750000 Penalty: 3123.659912
	Iteration 4F: 3 clusters Score -1491561 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1492224.750000 Penalty: 3123.659912
	Iteration 5F: 3 clusters Score -1492225 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1492530.750000 Penalty: 3123.659912
	Iteration 6Q: 3 clusters Score -1492531 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1492687.750000 Penalty: 3123.659912
	Iteration 7Q: 3 clusters Score -1492688 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1492766.250000 Penalty: 3123.659912
	Iteration 8Q: 3 clusters Score -1492766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1492800.125000 Penalty: 3123.659912
	Iteration 9Q: 3 clusters Score -1492800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1492828.875000 Penalty: 3123.659912
	Iteration 10Q: 3 clusters Score -1492829 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1492850.500000 Penalty: 3123.659912
	Iteration 11Q: 3 clusters Score -1492850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1492861.125000 Penalty: 3123.659912
	Iteration 12Q: 3 clusters Score -1492861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1492873.750000 Penalty: 3123.659912
	Iteration 13Q: 3 clusters Score -1492874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1492877.375000 Penalty: 3123.659912
	Iteration 14Q: 3 clusters Score -1492877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1492884.250000 Penalty: 3123.659912
	Iteration 15Q: 3 clusters Score -1492884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1492885.000000 Penalty: 3123.659912
	Iteration 16Q: 3 clusters Score -1492885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1492892.375000 Penalty: 3123.659912
	Iteration 17Q: 3 clusters Score -1492892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1492902.000000 Penalty: 3123.659912
	Iteration 18Q: 3 clusters Score -1492902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1492911.125000 Penalty: 3123.659912
	Iteration 19Q: 3 clusters Score -1492911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1492909.375000 Penalty: 3123.659912
	Iteration 20F: 3 clusters Score -1492909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1492915.000000 Penalty: 3123.659912
	Iteration 21Q: 3 clusters Score -1492915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1492916.000000 Penalty: 3123.659912
	Iteration 22Q: 3 clusters Score -1492916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1492918.000000 Penalty: 3123.659912
	Iteration 23Q: 3 clusters Score -1492918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1492922.375000 Penalty: 3123.659912
	Iteration 24Q: 3 clusters Score -1492922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1492920.875000 Penalty: 3123.659912
	Iteration 25Q: 3 clusters Score -1492921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1492920.875000 Penalty: 3123.659912
	Iteration 26Q: 3 clusters Score -1492921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1492923.250000 Penalty: 3123.659912
	Iteration 27Q: 3 clusters Score -1492923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1492925.250000 Penalty: 3123.659912
	Iteration 28Q: 3 clusters Score -1492925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1492924.375000 Penalty: 3123.659912
	Iteration 29Q: 3 clusters Score -1492924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1492925.875000 Penalty: 3123.659912
	Iteration 30Q: 3 clusters Score -1492926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1492924.750000 Penalty: 3123.659912
	Iteration 31Q: 3 clusters Score -1492925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1492926.500000 Penalty: 3123.659912
	Iteration 32Q: 3 clusters Score -1492926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1492927.250000 Penalty: 3123.659912
	Iteration 33Q: 3 clusters Score -1492927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1492929.375000 Penalty: 3123.659912
	Iteration 34Q: 3 clusters Score -1492929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1492928.750000 Penalty: 3123.659912
	Iteration 35Q: 3 clusters Score -1492929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1492928.750000 Penalty: 3123.659912
	Iteration 36F: 3 clusters Score -1492929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Entering Unmasked Estep 
Score: -3250857.250000 Penalty: 1685.367065
	Iteration 0F: 2 clusters Score -3250857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3229517.000000 Penalty: 3370.734131
	Iteration 0F: 3 clusters Score -3229517 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3237873.250000 Penalty: 3370.734131
	Iteration 1F: 3 clusters Score -3237873 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3238513.000000 Penalty: 3370.734131
	Iteration 2Q: 3 clusters Score -3238513 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3239390.000000 Penalty: 3370.734131
	Iteration 3F: 3 clusters Score -3239390 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3240546.000000 Penalty: 3370.734131
	Iteration 4F: 3 clusters Score -3240546 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3241981.250000 Penalty: 3370.734131
	Iteration 5F: 3 clusters Score -3241981 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3243636.500000 Penalty: 3370.734131
	Iteration 6F: 3 clusters Score -3243636 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3245194.750000 Penalty: 3370.734131
	Iteration 7F: 3 clusters Score -3245195 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3246478.500000 Penalty: 3370.734131
	Iteration 8F: 3 clusters Score -3246478 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3247251.750000 Penalty: 3370.734131
	Iteration 9Q: 3 clusters Score -3247252 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3247659.250000 Penalty: 3370.734131
	Iteration 10Q: 3 clusters Score -3247659 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3247882.750000 Penalty: 3370.734131
	Iteration 11Q: 3 clusters Score -3247883 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3248023.750000 Penalty: 3370.734131
	Iteration 12Q: 3 clusters Score -3248024 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3248114.750000 Penalty: 3370.734131
	Iteration 13Q: 3 clusters Score -3248115 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3248176.000000 Penalty: 3370.734131
	Iteration 14Q: 3 clusters Score -3248176 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3248237.000000 Penalty: 3370.734131
	Iteration 15Q: 3 clusters Score -3248237 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3248260.250000 Penalty: 3370.734131
	Iteration 16Q: 3 clusters Score -3248260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3248293.500000 Penalty: 3370.734131
	Iteration 17Q: 3 clusters Score -3248294 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3248325.000000 Penalty: 3370.734131
	Iteration 18Q: 3 clusters Score -3248325 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3248370.000000 Penalty: 3370.734131
	Iteration 19Q: 3 clusters Score -3248370 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3248400.000000 Penalty: 3370.734131
	Iteration 20F: 3 clusters Score -3248400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3248447.750000 Penalty: 3370.734131
	Iteration 21Q: 3 clusters Score -3248448 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3248491.250000 Penalty: 3370.734131
	Iteration 22Q: 3 clusters Score -3248491 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3248532.000000 Penalty: 3370.734131
	Iteration 23Q: 3 clusters Score -3248532 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3248568.750000 Penalty: 3370.734131
	Iteration 24Q: 3 clusters Score -3248569 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3248591.500000 Penalty: 3370.734131
	Iteration 25Q: 3 clusters Score -3248592 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3248626.000000 Penalty: 3370.734131
	Iteration 26Q: 3 clusters Score -3248626 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3248660.750000 Penalty: 3370.734131
	Iteration 27Q: 3 clusters Score -3248661 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3248711.250000 Penalty: 3370.734131
	Iteration 28Q: 3 clusters Score -3248711 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3248764.250000 Penalty: 3370.734131
	Iteration 29Q: 3 clusters Score -3248764 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3248800.500000 Penalty: 3370.734131
	Iteration 30Q: 3 clusters Score -3248800 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3248845.000000 Penalty: 3370.734131
	Iteration 31Q: 3 clusters Score -3248845 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3248893.750000 Penalty: 3370.734131
	Iteration 32Q: 3 clusters Score -3248894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3248933.250000 Penalty: 3370.734131
	Iteration 33Q: 3 clusters Score -3248933 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3248986.000000 Penalty: 3370.734131
	Iteration 34Q: 3 clusters Score -3248986 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3249034.750000 Penalty: 3370.734131
	Iteration 35Q: 3 clusters Score -3249035 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3249067.500000 Penalty: 3370.734131
	Iteration 36Q: 3 clusters Score -3249068 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3249118.500000 Penalty: 3370.734131
	Iteration 37Q: 3 clusters Score -3249118 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3249168.000000 Penalty: 3370.734131
	Iteration 38Q: 3 clusters Score -3249168 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3249223.750000 Penalty: 3370.734131
	Iteration 39Q: 3 clusters Score -3249224 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3249269.500000 Penalty: 3370.734131
	Iteration 40F: 3 clusters Score -3249270 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3249307.000000 Penalty: 3370.734131
	Iteration 41Q: 3 clusters Score -3249307 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3249343.750000 Penalty: 3370.734131
	Iteration 42Q: 3 clusters Score -3249344 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3249396.500000 Penalty: 3370.734131
	Iteration 43Q: 3 clusters Score -3249396 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3249447.500000 Penalty: 3370.734131
	Iteration 44Q: 3 clusters Score -3249448 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3249495.000000 Penalty: 3370.734131
	Iteration 45Q: 3 clusters Score -3249495 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3249548.000000 Penalty: 3370.734131
	Iteration 46Q: 3 clusters Score -3249548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3249579.500000 Penalty: 3370.734131
	Iteration 47Q: 3 clusters Score -3249580 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3249613.750000 Penalty: 3370.734131
	Iteration 48Q: 3 clusters Score -3249614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3249652.750000 Penalty: 3370.734131
	Iteration 49Q: 3 clusters Score -3249653 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3249689.250000 Penalty: 3370.734131
	Iteration 50Q: 3 clusters Score -3249689 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3249708.750000 Penalty: 3370.734131
	Iteration 51Q: 3 clusters Score -3249709 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3249731.000000 Penalty: 3370.734131
	Iteration 52Q: 3 clusters Score -3249731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3249754.250000 Penalty: 3370.734131
	Iteration 53Q: 3 clusters Score -3249754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3249755.000000 Penalty: 3370.734131
	Iteration 54Q: 3 clusters Score -3249755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3249777.250000 Penalty: 3370.734131
	Iteration 55Q: 3 clusters Score -3249777 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3249799.000000 Penalty: 3370.734131
	Iteration 56Q: 3 clusters Score -3249799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3249814.000000 Penalty: 3370.734131
	Iteration 57Q: 3 clusters Score -3249814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3249835.750000 Penalty: 3370.734131
	Iteration 58Q: 3 clusters Score -3249836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3249841.000000 Penalty: 3370.734131
	Iteration 59Q: 3 clusters Score -3249841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3249863.000000 Penalty: 3370.734131
	Iteration 60F: 3 clusters Score -3249863 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3249872.000000 Penalty: 3370.734131
	Iteration 61Q: 3 clusters Score -3249872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3249889.750000 Penalty: 3370.734131
	Iteration 62Q: 3 clusters Score -3249890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3249899.000000 Penalty: 3370.734131
	Iteration 63Q: 3 clusters Score -3249899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3249916.500000 Penalty: 3370.734131
	Iteration 64Q: 3 clusters Score -3249916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3249938.750000 Penalty: 3370.734131
	Iteration 65Q: 3 clusters Score -3249939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3249946.750000 Penalty: 3370.734131
	Iteration 66Q: 3 clusters Score -3249947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3249953.750000 Penalty: 3370.734131
	Iteration 67Q: 3 clusters Score -3249954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3249961.000000 Penalty: 3370.734131
	Iteration 68Q: 3 clusters Score -3249961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3249967.250000 Penalty: 3370.734131
	Iteration 69Q: 3 clusters Score -3249967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3249967.000000 Penalty: 3370.734131
	Iteration 70Q: 3 clusters Score -3249967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3249974.750000 Penalty: 3370.734131
	Iteration 71Q: 3 clusters Score -3249975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3249989.000000 Penalty: 3370.734131
	Iteration 72Q: 3 clusters Score -3249989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3249993.000000 Penalty: 3370.734131
	Iteration 73Q: 3 clusters Score -3249993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3249988.250000 Penalty: 3370.734131
	Iteration 74Q: 3 clusters Score -3249988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3249992.250000 Penalty: 3370.734131
	Iteration 75Q: 3 clusters Score -3249992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3249999.500000 Penalty: 3370.734131
	Iteration 76Q: 3 clusters Score -3250000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3250007.000000 Penalty: 3370.734131
	Iteration 77Q: 3 clusters Score -3250007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3250017.000000 Penalty: 3370.734131
	Iteration 78Q: 3 clusters Score -3250017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3250016.250000 Penalty: 3370.734131
	Iteration 79Q: 3 clusters Score -3250016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3250018.500000 Penalty: 3370.734131
	Iteration 80F: 3 clusters Score -3250018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -3250018.750000 Penalty: 3370.734131
	Iteration 81Q: 3 clusters Score -3250019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3250021.000000 Penalty: 3370.734131
	Iteration 82Q: 3 clusters Score -3250021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3250019.500000 Penalty: 3370.734131
	Iteration 83Q: 3 clusters Score -3250020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3250033.500000 Penalty: 3370.734131
	Iteration 84Q: 3 clusters Score -3250034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3250036.500000 Penalty: 3370.734131
	Iteration 85Q: 3 clusters Score -3250036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3250047.750000 Penalty: 3370.734131
	Iteration 86Q: 3 clusters Score -3250048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3250053.750000 Penalty: 3370.734131
	Iteration 87Q: 3 clusters Score -3250054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3250050.500000 Penalty: 3370.734131
	Iteration 88Q: 3 clusters Score -3250050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3250051.750000 Penalty: 3370.734131
	Iteration 89Q: 3 clusters Score -3250052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3250053.250000 Penalty: 3370.734131
	Iteration 90Q: 3 clusters Score -3250053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3250059.250000 Penalty: 3370.734131
	Iteration 91Q: 3 clusters Score -3250059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3250070.250000 Penalty: 3370.734131
	Iteration 92Q: 3 clusters Score -3250070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3250068.250000 Penalty: 3370.734131
	Iteration 93Q: 3 clusters Score -3250068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3250073.500000 Penalty: 3370.734131
	Iteration 94Q: 3 clusters Score -3250074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3250073.000000 Penalty: 3370.734131
	Iteration 95Q: 3 clusters Score -3250073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3250076.250000 Penalty: 3370.734131
	Iteration 96Q: 3 clusters Score -3250076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3250081.250000 Penalty: 3370.734131
	Iteration 97Q: 3 clusters Score -3250081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -3250081.250000 Penalty: 3370.734131
	Iteration 98Q: 3 clusters Score -3250081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3250085.750000 Penalty: 3370.734131
	Iteration 99Q: 3 clusters Score -3250086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -3250082.000000 Penalty: 3370.734131
	Iteration 100F: 3 clusters Score -3250082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3250085.000000 Penalty: 3370.734131
	Iteration 101Q: 3 clusters Score -3250085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3250086.500000 Penalty: 3370.734131
	Iteration 102Q: 3 clusters Score -3250086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3250087.000000 Penalty: 3370.734131
	Iteration 103Q: 3 clusters Score -3250087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3250090.000000 Penalty: 3370.734131
	Iteration 104Q: 3 clusters Score -3250090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3250092.250000 Penalty: 3370.734131
	Iteration 105Q: 3 clusters Score -3250092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3250090.500000 Penalty: 3370.734131
	Iteration 106Q: 3 clusters Score -3250090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3250092.250000 Penalty: 3370.734131
	Iteration 107Q: 3 clusters Score -3250092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3250093.500000 Penalty: 3370.734131
	Iteration 108Q: 3 clusters Score -3250094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3250096.500000 Penalty: 3370.734131
	Iteration 109Q: 3 clusters Score -3250096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3250092.000000 Penalty: 3370.734131
	Iteration 110Q: 3 clusters Score -3250092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3250091.250000 Penalty: 3370.734131
	Iteration 111Q: 3 clusters Score -3250091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3250089.500000 Penalty: 3370.734131
	Iteration 112Q: 3 clusters Score -3250090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3250089.500000 Penalty: 3370.734131
	Iteration 113F: 3 clusters Score -3250090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Entering Unmasked Estep 
Score: -7475510.500000 Penalty: 1816.088135
	Iteration 0F: 2 clusters Score -7475510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7427942.500000 Penalty: 3632.176270
	Iteration 0F: 3 clusters Score -7427942 nChanged 33940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7448041.000000 Penalty: 3632.176270
	Iteration 1F: 3 clusters Score -7448041 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -7449417.000000 Penalty: 3632.176270
	Iteration 2Q: 3 clusters Score -7449417 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -7451434.500000 Penalty: 3632.176270
	Iteration 3F: 3 clusters Score -7451434 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -7454503.000000 Penalty: 3632.176270
	Iteration 4F: 3 clusters Score -7454503 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7458825.000000 Penalty: 3632.176270
	Iteration 5F: 3 clusters Score -7458825 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -7463701.000000 Penalty: 3632.176270
	Iteration 6F: 3 clusters Score -7463701 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -7468128.500000 Penalty: 3632.176270
	Iteration 7F: 3 clusters Score -7468128 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7471230.000000 Penalty: 3632.176270
	Iteration 8Q: 3 clusters Score -7471230 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7472860.000000 Penalty: 3632.176270
	Iteration 9Q: 3 clusters Score -7472860 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7473445.500000 Penalty: 3632.176270
	Iteration 10Q: 3 clusters Score -7473446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7473644.000000 Penalty: 3632.176270
	Iteration 11Q: 3 clusters Score -7473644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7473785.000000 Penalty: 3632.176270
	Iteration 12Q: 3 clusters Score -7473785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71112 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7473820.000000 Penalty: 3632.176270
	Iteration 13Q: 3 clusters Score -7473820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7473860.000000 Penalty: 3632.176270
	Iteration 14Q: 3 clusters Score -7473860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7473883.500000 Penalty: 3632.176270
	Iteration 15Q: 3 clusters Score -7473884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7473893.500000 Penalty: 3632.176270
	Iteration 16Q: 3 clusters Score -7473894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7473901.000000 Penalty: 3632.176270
	Iteration 17Q: 3 clusters Score -7473901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7473914.000000 Penalty: 3632.176270
	Iteration 18Q: 3 clusters Score -7473914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7473923.000000 Penalty: 3632.176270
	Iteration 19Q: 3 clusters Score -7473923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7473927.500000 Penalty: 3632.176270
	Iteration 20F: 3 clusters Score -7473928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7473927.000000 Penalty: 3632.176270
	Iteration 21Q: 3 clusters Score -7473927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7473925.000000 Penalty: 3632.176270
	Iteration 22Q: 3 clusters Score -7473925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7473933.000000 Penalty: 3632.176270
	Iteration 23Q: 3 clusters Score -7473933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7473935.500000 Penalty: 3632.176270
	Iteration 24Q: 3 clusters Score -7473936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7473933.500000 Penalty: 3632.176270
	Iteration 25Q: 3 clusters Score -7473934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7473942.000000 Penalty: 3632.176270
	Iteration 26Q: 3 clusters Score -7473942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7473943.000000 Penalty: 3632.176270
	Iteration 27Q: 3 clusters Score -7473943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7473944.000000 Penalty: 3632.176270
	Iteration 28Q: 3 clusters Score -7473944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7473944.000000 Penalty: 3632.176270
	Iteration 29F: 3 clusters Score -7473944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Entering Unmasked Estep 
Score: -3673763.250000 Penalty: 1702.440186
	Iteration 0F: 2 clusters Score -3673763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3649928.000000 Penalty: 3404.880371
	Iteration 0F: 3 clusters Score -3649928 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3658950.250000 Penalty: 3404.880371
	Iteration 1F: 3 clusters Score -3658950 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3659365.250000 Penalty: 3404.880371
	Iteration 2Q: 3 clusters Score -3659365 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3659855.750000 Penalty: 3404.880371
	Iteration 3Q: 3 clusters Score -3659856 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3660390.250000 Penalty: 3404.880371
	Iteration 4Q: 3 clusters Score -3660390 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3661083.250000 Penalty: 3404.880371
	Iteration 5Q: 3 clusters Score -3661083 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3662147.000000 Penalty: 3404.880371
	Iteration 6F: 3 clusters Score -3662147 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3663669.500000 Penalty: 3404.880371
	Iteration 7F: 3 clusters Score -3663670 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3665629.500000 Penalty: 3404.880371
	Iteration 8F: 3 clusters Score -3665630 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3667541.000000 Penalty: 3404.880371
	Iteration 9F: 3 clusters Score -3667541 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3669127.000000 Penalty: 3404.880371
	Iteration 10Q: 3 clusters Score -3669127 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3670132.500000 Penalty: 3404.880371
	Iteration 11Q: 3 clusters Score -3670132 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3670662.500000 Penalty: 3404.880371
	Iteration 12Q: 3 clusters Score -3670662 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3671025.750000 Penalty: 3404.880371
	Iteration 13Q: 3 clusters Score -3671026 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3671297.000000 Penalty: 3404.880371
	Iteration 14Q: 3 clusters Score -3671297 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3671507.750000 Penalty: 3404.880371
	Iteration 15Q: 3 clusters Score -3671508 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3671640.500000 Penalty: 3404.880371
	Iteration 16Q: 3 clusters Score -3671640 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3671752.500000 Penalty: 3404.880371
	Iteration 17Q: 3 clusters Score -3671752 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3671855.000000 Penalty: 3404.880371
	Iteration 18Q: 3 clusters Score -3671855 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3671958.250000 Penalty: 3404.880371
	Iteration 19Q: 3 clusters Score -3671958 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3672022.750000 Penalty: 3404.880371
	Iteration 20F: 3 clusters Score -3672023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3672089.000000 Penalty: 3404.880371
	Iteration 21Q: 3 clusters Score -3672089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3672134.000000 Penalty: 3404.880371
	Iteration 22Q: 3 clusters Score -3672134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3672175.750000 Penalty: 3404.880371
	Iteration 23Q: 3 clusters Score -3672176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3672209.000000 Penalty: 3404.880371
	Iteration 24Q: 3 clusters Score -3672209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3672222.500000 Penalty: 3404.880371
	Iteration 25Q: 3 clusters Score -3672222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3672244.500000 Penalty: 3404.880371
	Iteration 26Q: 3 clusters Score -3672244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3672256.750000 Penalty: 3404.880371
	Iteration 27Q: 3 clusters Score -3672257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3672265.250000 Penalty: 3404.880371
	Iteration 28Q: 3 clusters Score -3672265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3672271.500000 Penalty: 3404.880371
	Iteration 29Q: 3 clusters Score -3672272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3672286.750000 Penalty: 3404.880371
	Iteration 30Q: 3 clusters Score -3672287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3672303.500000 Penalty: 3404.880371
	Iteration 31Q: 3 clusters Score -3672304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3672321.750000 Penalty: 3404.880371
	Iteration 32Q: 3 clusters Score -3672322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3672320.250000 Penalty: 3404.880371
	Iteration 33Q: 3 clusters Score -3672320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3672323.750000 Penalty: 3404.880371
	Iteration 34Q: 3 clusters Score -3672324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3672325.250000 Penalty: 3404.880371
	Iteration 35Q: 3 clusters Score -3672325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3672329.500000 Penalty: 3404.880371
	Iteration 36Q: 3 clusters Score -3672330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3672332.000000 Penalty: 3404.880371
	Iteration 37Q: 3 clusters Score -3672332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3672342.500000 Penalty: 3404.880371
	Iteration 38Q: 3 clusters Score -3672342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3672346.250000 Penalty: 3404.880371
	Iteration 39Q: 3 clusters Score -3672346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3672351.000000 Penalty: 3404.880371
	Iteration 40F: 3 clusters Score -3672351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3672354.000000 Penalty: 3404.880371
	Iteration 41Q: 3 clusters Score -3672354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3672355.500000 Penalty: 3404.880371
	Iteration 42Q: 3 clusters Score -3672356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3672353.750000 Penalty: 3404.880371
	Iteration 43Q: 3 clusters Score -3672354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3672359.500000 Penalty: 3404.880371
	Iteration 44Q: 3 clusters Score -3672360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3672359.000000 Penalty: 3404.880371
	Iteration 45Q: 3 clusters Score -3672359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3672360.250000 Penalty: 3404.880371
	Iteration 46Q: 3 clusters Score -3672360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3672359.750000 Penalty: 3404.880371
	Iteration 47Q: 3 clusters Score -3672360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3672360.250000 Penalty: 3404.880371
	Iteration 48Q: 3 clusters Score -3672360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3672361.750000 Penalty: 3404.880371
	Iteration 49Q: 3 clusters Score -3672362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3672362.000000 Penalty: 3404.880371
	Iteration 50Q: 3 clusters Score -3672362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3672360.250000 Penalty: 3404.880371
	Iteration 51Q: 3 clusters Score -3672360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3672360.250000 Penalty: 3404.880371
	Iteration 52F: 3 clusters Score -3672360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -704931.937500 Penalty: 1436.099609
	Iteration 0F: 2 clusters Score -704931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -699715.187500 Penalty: 2872.199219
	Iteration 0F: 3 clusters Score -699715.2 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -701351.687500 Penalty: 2872.199219
	Iteration 1F: 3 clusters Score -701351.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -701609.187500 Penalty: 2872.199219
	Iteration 2F: 3 clusters Score -701609.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -701818.250000 Penalty: 2872.199219
	Iteration 3F: 3 clusters Score -701818.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -702013.250000 Penalty: 2872.199219
	Iteration 4Q: 3 clusters Score -702013.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -702195.625000 Penalty: 2872.199219
	Iteration 5Q: 3 clusters Score -702195.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -702364.375000 Penalty: 2872.199219
	Iteration 6Q: 3 clusters Score -702364.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -702497.562500 Penalty: 2872.199219
	Iteration 7Q: 3 clusters Score -702497.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -702635.375000 Penalty: 2872.199219
	Iteration 8Q: 3 clusters Score -702635.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -702813.812500 Penalty: 2872.199219
	Iteration 9Q: 3 clusters Score -702813.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -703028.312500 Penalty: 2872.199219
	Iteration 10Q: 3 clusters Score -703028.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -703280.500000 Penalty: 2872.199219
	Iteration 11Q: 3 clusters Score -703280.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -703493.750000 Penalty: 2872.199219
	Iteration 12Q: 3 clusters Score -703493.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -703682.812500 Penalty: 2872.199219
	Iteration 13Q: 3 clusters Score -703682.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -703806.812500 Penalty: 2872.199219
	Iteration 14Q: 3 clusters Score -703806.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -703870.375000 Penalty: 2872.199219
	Iteration 15Q: 3 clusters Score -703870.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -703901.437500 Penalty: 2872.199219
	Iteration 16Q: 3 clusters Score -703901.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -703921.375000 Penalty: 2872.199219
	Iteration 17Q: 3 clusters Score -703921.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -703932.750000 Penalty: 2872.199219
	Iteration 18Q: 3 clusters Score -703932.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -703940.437500 Penalty: 2872.199219
	Iteration 19Q: 3 clusters Score -703940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -703947.562500 Penalty: 2872.199219
	Iteration 20F: 3 clusters Score -703947.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -703952.062500 Penalty: 2872.199219
	Iteration 21Q: 3 clusters Score -703952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -703955.000000 Penalty: 2872.199219
	Iteration 22Q: 3 clusters Score -703955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -703959.500000 Penalty: 2872.199219
	Iteration 23Q: 3 clusters Score -703959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -703962.125000 Penalty: 2872.199219
	Iteration 24Q: 3 clusters Score -703962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -703964.437500 Penalty: 2872.199219
	Iteration 25Q: 3 clusters Score -703964.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -703966.687500 Penalty: 2872.199219
	Iteration 26Q: 3 clusters Score -703966.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -703970.937500 Penalty: 2872.199219
	Iteration 27Q: 3 clusters Score -703970.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -703972.437500 Penalty: 2872.199219
	Iteration 28Q: 3 clusters Score -703972.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -703976.437500 Penalty: 2872.199219
	Iteration 29Q: 3 clusters Score -703976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -703975.250000 Penalty: 2872.199219
	Iteration 30Q: 3 clusters Score -703975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -703977.625000 Penalty: 2872.199219
	Iteration 31Q: 3 clusters Score -703977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -703980.750000 Penalty: 2872.199219
	Iteration 32Q: 3 clusters Score -703980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -703979.125000 Penalty: 2872.199219
	Iteration 33Q: 3 clusters Score -703979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -703981.500000 Penalty: 2872.199219
	Iteration 34Q: 3 clusters Score -703981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -703982.812500 Penalty: 2872.199219
	Iteration 35Q: 3 clusters Score -703982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -703984.625000 Penalty: 2872.199219
	Iteration 36Q: 3 clusters Score -703984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -703984.687500 Penalty: 2872.199219
	Iteration 37Q: 3 clusters Score -703984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -703983.875000 Penalty: 2872.199219
	Iteration 38Q: 3 clusters Score -703983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -703983.437500 Penalty: 2872.199219
	Iteration 39Q: 3 clusters Score -703983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -703984.062500 Penalty: 2872.199219
	Iteration 40F: 3 clusters Score -703984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -703984.625000 Penalty: 2872.199219
	Iteration 41Q: 3 clusters Score -703984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -703987.375000 Penalty: 2872.199219
	Iteration 42Q: 3 clusters Score -703987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -703989.062500 Penalty: 2872.199219
	Iteration 43Q: 3 clusters Score -703989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -703990.500000 Penalty: 2872.199219
	Iteration 44Q: 3 clusters Score -703990.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -703991.312500 Penalty: 2872.199219
	Iteration 45Q: 3 clusters Score -703991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -703994.000000 Penalty: 2872.199219
	Iteration 46Q: 3 clusters Score -703994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -703994.187500 Penalty: 2872.199219
	Iteration 47Q: 3 clusters Score -703994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -703995.937500 Penalty: 2872.199219
	Iteration 48Q: 3 clusters Score -703995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -703995.937500 Penalty: 2872.199219
	Iteration 49F: 3 clusters Score -703995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Entering Unmasked Estep 
Score: -9549958.000000 Penalty: 1856.823364
	Iteration 0F: 2 clusters Score -9549958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -9488617.000000 Penalty: 3713.646729
	Iteration 0F: 3 clusters Score -9488617 nChanged 43677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -9513478.000000 Penalty: 3713.646729
	Iteration 1F: 3 clusters Score -9513478 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -9514209.000000 Penalty: 3713.646729
	Iteration 2Q: 3 clusters Score -9514209 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9515127.000000 Penalty: 3713.646729
	Iteration 3Q: 3 clusters Score -9515127 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -9516495.000000 Penalty: 3713.646729
	Iteration 4Q: 3 clusters Score -9516495 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -9518660.000000 Penalty: 3713.646729
	Iteration 5Q: 3 clusters Score -9518660 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -9522096.000000 Penalty: 3713.646729
	Iteration 6F: 3 clusters Score -9522096 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9527003.000000 Penalty: 3713.646729
	Iteration 7F: 3 clusters Score -9527003 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9532636.000000 Penalty: 3713.646729
	Iteration 8F: 3 clusters Score -9532636 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -9536454.000000 Penalty: 3713.646729
	Iteration 9F: 3 clusters Score -9536454 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -9538217.000000 Penalty: 3713.646729
	Iteration 10Q: 3 clusters Score -9538217 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -9539076.000000 Penalty: 3713.646729
	Iteration 11Q: 3 clusters Score -9539076 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -9539799.000000 Penalty: 3713.646729
	Iteration 12Q: 3 clusters Score -9539799 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -9540475.000000 Penalty: 3713.646729
	Iteration 13Q: 3 clusters Score -9540475 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -9541243.000000 Penalty: 3713.646729
	Iteration 14Q: 3 clusters Score -9541243 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -9541921.000000 Penalty: 3713.646729
	Iteration 15Q: 3 clusters Score -9541921 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -9542562.000000 Penalty: 3713.646729
	Iteration 16Q: 3 clusters Score -9542562 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -9543126.000000 Penalty: 3713.646729
	Iteration 17Q: 3 clusters Score -9543126 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -9543564.000000 Penalty: 3713.646729
	Iteration 18Q: 3 clusters Score -9543564 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -9543961.000000 Penalty: 3713.646729
	Iteration 19Q: 3 clusters Score -9543961 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -9544234.000000 Penalty: 3713.646729
	Iteration 20F: 3 clusters Score -9544234 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -9544511.000000 Penalty: 3713.646729
	Iteration 21Q: 3 clusters Score -9544511 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -9544799.000000 Penalty: 3713.646729
	Iteration 22Q: 3 clusters Score -9544799 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -9545008.000000 Penalty: 3713.646729
	Iteration 23Q: 3 clusters Score -9545008 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -9545200.000000 Penalty: 3713.646729
	Iteration 24Q: 3 clusters Score -9545200 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -9545433.000000 Penalty: 3713.646729
	Iteration 25Q: 3 clusters Score -9545433 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -9545655.000000 Penalty: 3713.646729
	Iteration 26Q: 3 clusters Score -9545655 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -9545879.000000 Penalty: 3713.646729
	Iteration 27Q: 3 clusters Score -9545879 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -9546053.000000 Penalty: 3713.646729
	Iteration 28Q: 3 clusters Score -9546053 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -9546252.000000 Penalty: 3713.646729
	Iteration 29Q: 3 clusters Score -9546252 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -9546377.000000 Penalty: 3713.646729
	Iteration 30Q: 3 clusters Score -9546377 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -9546587.000000 Penalty: 3713.646729
	Iteration 31Q: 3 clusters Score -9546587 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -9546814.000000 Penalty: 3713.646729
	Iteration 32Q: 3 clusters Score -9546814 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -9547022.000000 Penalty: 3713.646729
	Iteration 33Q: 3 clusters Score -9547022 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -9547240.000000 Penalty: 3713.646729
	Iteration 34Q: 3 clusters Score -9547240 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -9547460.000000 Penalty: 3713.646729
	Iteration 35Q: 3 clusters Score -9547460 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -9547607.000000 Penalty: 3713.646729
	Iteration 36Q: 3 clusters Score -9547607 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -9547771.000000 Penalty: 3713.646729
	Iteration 37Q: 3 clusters Score -9547771 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -9547916.000000 Penalty: 3713.646729
	Iteration 38Q: 3 clusters Score -9547916 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -9548091.000000 Penalty: 3713.646729
	Iteration 39Q: 3 clusters Score -9548091 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -9548233.000000 Penalty: 3713.646729
	Iteration 40F: 3 clusters Score -9548233 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -9548403.000000 Penalty: 3713.646729
	Iteration 41Q: 3 clusters Score -9548403 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -9548529.000000 Penalty: 3713.646729
	Iteration 42Q: 3 clusters Score -9548529 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -9548617.000000 Penalty: 3713.646729
	Iteration 43Q: 3 clusters Score -9548617 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -9548676.000000 Penalty: 3713.646729
	Iteration 44Q: 3 clusters Score -9548676 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -9548748.000000 Penalty: 3713.646729
	Iteration 45Q: 3 clusters Score -9548748 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -9548824.000000 Penalty: 3713.646729
	Iteration 46Q: 3 clusters Score -9548824 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -9548824.000000 Penalty: 3713.646729
	Iteration 47Q: 3 clusters Score -9548824 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -9548842.000000 Penalty: 3713.646729
	Iteration 48Q: 3 clusters Score -9548842 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -9548867.000000 Penalty: 3713.646729
	Iteration 49Q: 3 clusters Score -9548867 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -9548900.000000 Penalty: 3713.646729
	Iteration 50Q: 3 clusters Score -9548900 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -9548953.000000 Penalty: 3713.646729
	Iteration 51Q: 3 clusters Score -9548953 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -9549017.000000 Penalty: 3713.646729
	Iteration 52Q: 3 clusters Score -9549017 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -9549053.000000 Penalty: 3713.646729
	Iteration 53Q: 3 clusters Score -9549053 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -9549105.000000 Penalty: 3713.646729
	Iteration 54Q: 3 clusters Score -9549105 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -9549094.000000 Penalty: 3713.646729
	Iteration 55Q: 3 clusters Score -9549094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -9549119.000000 Penalty: 3713.646729
	Iteration 56Q: 3 clusters Score -9549119 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -9549156.000000 Penalty: 3713.646729
	Iteration 57Q: 3 clusters Score -9549156 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -9549174.000000 Penalty: 3713.646729
	Iteration 58Q: 3 clusters Score -9549174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -9549228.000000 Penalty: 3713.646729
	Iteration 59Q: 3 clusters Score -9549228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -9549252.000000 Penalty: 3713.646729
	Iteration 60F: 3 clusters Score -9549252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -9549254.000000 Penalty: 3713.646729
	Iteration 61Q: 3 clusters Score -9549254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -9549258.000000 Penalty: 3713.646729
	Iteration 62Q: 3 clusters Score -9549258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -9549289.000000 Penalty: 3713.646729
	Iteration 63Q: 3 clusters Score -9549289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -9549298.000000 Penalty: 3713.646729
	Iteration 64Q: 3 clusters Score -9549298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -9549302.000000 Penalty: 3713.646729
	Iteration 65Q: 3 clusters Score -9549302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -9549314.000000 Penalty: 3713.646729
	Iteration 66Q: 3 clusters Score -9549314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -9549324.000000 Penalty: 3713.646729
	Iteration 67Q: 3 clusters Score -9549324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -9549326.000000 Penalty: 3713.646729
	Iteration 68Q: 3 clusters Score -9549326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -9549312.000000 Penalty: 3713.646729
	Iteration 69Q: 3 clusters Score -9549312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -9549317.000000 Penalty: 3713.646729
	Iteration 70Q: 3 clusters Score -9549317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 87662 members 
Entering Unmasked Estep 
Score: -9549316.000000 Penalty: 3713.646729
	Iteration 71Q: 3 clusters Score -9549316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -9549322.000000 Penalty: 3713.646729
	Iteration 72Q: 3 clusters Score -9549322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -9549317.000000 Penalty: 3713.646729
	Iteration 73Q: 3 clusters Score -9549317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -9549304.000000 Penalty: 3713.646729
	Iteration 74Q: 3 clusters Score -9549304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -9549310.000000 Penalty: 3713.646729
	Iteration 75Q: 3 clusters Score -9549310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -9549315.000000 Penalty: 3713.646729
	Iteration 76Q: 3 clusters Score -9549315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -9549328.000000 Penalty: 3713.646729
	Iteration 77Q: 3 clusters Score -9549328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -9549339.000000 Penalty: 3713.646729
	Iteration 78Q: 3 clusters Score -9549339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -9549337.000000 Penalty: 3713.646729
	Iteration 79Q: 3 clusters Score -9549337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -9549337.000000 Penalty: 3713.646729
	Iteration 80F: 3 clusters Score -9549337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -9549335.000000 Penalty: 3713.646729
	Iteration 81Q: 3 clusters Score -9549335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -9549343.000000 Penalty: 3713.646729
	Iteration 82Q: 3 clusters Score -9549343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -9549334.000000 Penalty: 3713.646729
	Iteration 83Q: 3 clusters Score -9549334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -9549335.000000 Penalty: 3713.646729
	Iteration 84Q: 3 clusters Score -9549335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -9549333.000000 Penalty: 3713.646729
	Iteration 85Q: 3 clusters Score -9549333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -9549342.000000 Penalty: 3713.646729
	Iteration 86Q: 3 clusters Score -9549342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -9549343.000000 Penalty: 3713.646729
	Iteration 87Q: 3 clusters Score -9549343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -9549345.000000 Penalty: 3713.646729
	Iteration 88Q: 3 clusters Score -9549345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -9549348.000000 Penalty: 3713.646729
	Iteration 89Q: 3 clusters Score -9549348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -9549348.000000 Penalty: 3713.646729
	Iteration 90Q: 3 clusters Score -9549348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -9549349.000000 Penalty: 3713.646729
	Iteration 91Q: 3 clusters Score -9549349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -9549345.000000 Penalty: 3713.646729
	Iteration 92Q: 3 clusters Score -9549345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -9549355.000000 Penalty: 3713.646729
	Iteration 93Q: 3 clusters Score -9549355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -9549356.000000 Penalty: 3713.646729
	Iteration 94Q: 3 clusters Score -9549356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -9549355.000000 Penalty: 3713.646729
	Iteration 95Q: 3 clusters Score -9549355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -9549355.000000 Penalty: 3713.646729
	Iteration 96Q: 3 clusters Score -9549355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -9549367.000000 Penalty: 3713.646729
	Iteration 97Q: 3 clusters Score -9549367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -9549373.000000 Penalty: 3713.646729
	Iteration 98Q: 3 clusters Score -9549373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -9549366.000000 Penalty: 3713.646729
	Iteration 99Q: 3 clusters Score -9549366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -9549365.000000 Penalty: 3713.646729
	Iteration 100F: 3 clusters Score -9549365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -9549362.000000 Penalty: 3713.646729
	Iteration 101Q: 3 clusters Score -9549362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -9549352.000000 Penalty: 3713.646729
	Iteration 102Q: 3 clusters Score -9549352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -9549355.000000 Penalty: 3713.646729
	Iteration 103Q: 3 clusters Score -9549355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -9549355.000000 Penalty: 3713.646729
	Iteration 104Q: 3 clusters Score -9549355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -9549360.000000 Penalty: 3713.646729
	Iteration 105Q: 3 clusters Score -9549360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -9549359.000000 Penalty: 3713.646729
	Iteration 106Q: 3 clusters Score -9549359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -9549365.000000 Penalty: 3713.646729
	Iteration 107Q: 3 clusters Score -9549365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -9549360.000000 Penalty: 3713.646729
	Iteration 108Q: 3 clusters Score -9549360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -9549367.000000 Penalty: 3713.646729
	Iteration 109Q: 3 clusters Score -9549367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -9549365.000000 Penalty: 3713.646729
	Iteration 110Q: 3 clusters Score -9549365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -9549370.000000 Penalty: 3713.646729
	Iteration 111Q: 3 clusters Score -9549370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -9549379.000000 Penalty: 3713.646729
	Iteration 112Q: 3 clusters Score -9549379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -9549382.000000 Penalty: 3713.646729
	Iteration 113Q: 3 clusters Score -9549382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -9549383.000000 Penalty: 3713.646729
	Iteration 114Q: 3 clusters Score -9549383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -9549378.000000 Penalty: 3713.646729
	Iteration 115Q: 3 clusters Score -9549378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -9549379.000000 Penalty: 3713.646729
	Iteration 116Q: 3 clusters Score -9549379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -9549379.000000 Penalty: 3713.646729
	Iteration 117F: 3 clusters Score -9549379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Entering Unmasked Estep 
Score: -1584749.500000 Penalty: 1568.409668
	Iteration 0F: 2 clusters Score -1584750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1574087.375000 Penalty: 3136.819336
	Iteration 0F: 3 clusters Score -1574087 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1577960.750000 Penalty: 3136.819336
	Iteration 1F: 3 clusters Score -1577961 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1578305.875000 Penalty: 3136.819336
	Iteration 2F: 3 clusters Score -1578306 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1578635.250000 Penalty: 3136.819336
	Iteration 3F: 3 clusters Score -1578635 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1578911.000000 Penalty: 3136.819336
	Iteration 4Q: 3 clusters Score -1578911 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1579190.750000 Penalty: 3136.819336
	Iteration 5Q: 3 clusters Score -1579191 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1579508.625000 Penalty: 3136.819336
	Iteration 6Q: 3 clusters Score -1579509 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1579850.000000 Penalty: 3136.819336
	Iteration 7Q: 3 clusters Score -1579850 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1580231.875000 Penalty: 3136.819336
	Iteration 8Q: 3 clusters Score -1580232 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1580623.000000 Penalty: 3136.819336
	Iteration 9Q: 3 clusters Score -1580623 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1580932.750000 Penalty: 3136.819336
	Iteration 10Q: 3 clusters Score -1580933 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1581163.250000 Penalty: 3136.819336
	Iteration 11Q: 3 clusters Score -1581163 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1581357.500000 Penalty: 3136.819336
	Iteration 12Q: 3 clusters Score -1581358 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1581505.375000 Penalty: 3136.819336
	Iteration 13Q: 3 clusters Score -1581505 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1581651.500000 Penalty: 3136.819336
	Iteration 14Q: 3 clusters Score -1581652 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1581786.125000 Penalty: 3136.819336
	Iteration 15Q: 3 clusters Score -1581786 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1581890.875000 Penalty: 3136.819336
	Iteration 16Q: 3 clusters Score -1581891 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1582019.750000 Penalty: 3136.819336
	Iteration 17Q: 3 clusters Score -1582020 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1582146.750000 Penalty: 3136.819336
	Iteration 18Q: 3 clusters Score -1582147 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1582289.375000 Penalty: 3136.819336
	Iteration 19Q: 3 clusters Score -1582289 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1582464.375000 Penalty: 3136.819336
	Iteration 20F: 3 clusters Score -1582464 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1582629.375000 Penalty: 3136.819336
	Iteration 21Q: 3 clusters Score -1582629 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1582769.000000 Penalty: 3136.819336
	Iteration 22Q: 3 clusters Score -1582769 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1582882.000000 Penalty: 3136.819336
	Iteration 23Q: 3 clusters Score -1582882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1582973.500000 Penalty: 3136.819336
	Iteration 24Q: 3 clusters Score -1582974 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1583054.500000 Penalty: 3136.819336
	Iteration 25Q: 3 clusters Score -1583054 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1583104.750000 Penalty: 3136.819336
	Iteration 26Q: 3 clusters Score -1583105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1583145.875000 Penalty: 3136.819336
	Iteration 27Q: 3 clusters Score -1583146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1583166.375000 Penalty: 3136.819336
	Iteration 28Q: 3 clusters Score -1583166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1583199.250000 Penalty: 3136.819336
	Iteration 29Q: 3 clusters Score -1583199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1583218.750000 Penalty: 3136.819336
	Iteration 30Q: 3 clusters Score -1583219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1583230.125000 Penalty: 3136.819336
	Iteration 31Q: 3 clusters Score -1583230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1583242.625000 Penalty: 3136.819336
	Iteration 32Q: 3 clusters Score -1583243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1583247.625000 Penalty: 3136.819336
	Iteration 33Q: 3 clusters Score -1583248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1583254.125000 Penalty: 3136.819336
	Iteration 34Q: 3 clusters Score -1583254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1583251.750000 Penalty: 3136.819336
	Iteration 35Q: 3 clusters Score -1583252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1583256.500000 Penalty: 3136.819336
	Iteration 36Q: 3 clusters Score -1583256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1583256.875000 Penalty: 3136.819336
	Iteration 37Q: 3 clusters Score -1583257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1583261.125000 Penalty: 3136.819336
	Iteration 38Q: 3 clusters Score -1583261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1583262.125000 Penalty: 3136.819336
	Iteration 39Q: 3 clusters Score -1583262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1583266.625000 Penalty: 3136.819336
	Iteration 40F: 3 clusters Score -1583267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1583263.375000 Penalty: 3136.819336
	Iteration 41Q: 3 clusters Score -1583263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1583265.875000 Penalty: 3136.819336
	Iteration 42Q: 3 clusters Score -1583266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1583265.625000 Penalty: 3136.819336
	Iteration 43Q: 3 clusters Score -1583266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1583266.750000 Penalty: 3136.819336
	Iteration 44Q: 3 clusters Score -1583267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1583270.625000 Penalty: 3136.819336
	Iteration 45Q: 3 clusters Score -1583271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1583269.750000 Penalty: 3136.819336
	Iteration 46Q: 3 clusters Score -1583270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1583272.500000 Penalty: 3136.819336
	Iteration 47Q: 3 clusters Score -1583272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1583271.875000 Penalty: 3136.819336
	Iteration 48Q: 3 clusters Score -1583272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1583276.250000 Penalty: 3136.819336
	Iteration 49Q: 3 clusters Score -1583276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1583276.375000 Penalty: 3136.819336
	Iteration 50Q: 3 clusters Score -1583276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1583280.250000 Penalty: 3136.819336
	Iteration 51Q: 3 clusters Score -1583280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1583279.875000 Penalty: 3136.819336
	Iteration 52Q: 3 clusters Score -1583280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1583283.625000 Penalty: 3136.819336
	Iteration 53Q: 3 clusters Score -1583284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1583283.125000 Penalty: 3136.819336
	Iteration 54Q: 3 clusters Score -1583283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1583286.250000 Penalty: 3136.819336
	Iteration 55Q: 3 clusters Score -1583286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1583288.375000 Penalty: 3136.819336
	Iteration 56Q: 3 clusters Score -1583288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1583291.500000 Penalty: 3136.819336
	Iteration 57Q: 3 clusters Score -1583292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1583291.500000 Penalty: 3136.819336
	Iteration 58Q: 3 clusters Score -1583292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1583293.750000 Penalty: 3136.819336
	Iteration 59Q: 3 clusters Score -1583294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1583292.375000 Penalty: 3136.819336
	Iteration 60F: 3 clusters Score -1583292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1583291.750000 Penalty: 3136.819336
	Iteration 61Q: 3 clusters Score -1583292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1583297.750000 Penalty: 3136.819336
	Iteration 62Q: 3 clusters Score -1583298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1583299.625000 Penalty: 3136.819336
	Iteration 63Q: 3 clusters Score -1583300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1583299.375000 Penalty: 3136.819336
	Iteration 64Q: 3 clusters Score -1583299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1583299.625000 Penalty: 3136.819336
	Iteration 65Q: 3 clusters Score -1583300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1583299.125000 Penalty: 3136.819336
	Iteration 66Q: 3 clusters Score -1583299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1583297.875000 Penalty: 3136.819336
	Iteration 67Q: 3 clusters Score -1583298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1583297.875000 Penalty: 3136.819336
	Iteration 68F: 3 clusters Score -1583298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Entering Unmasked Estep 
Score: -8633440.000000 Penalty: 1839.424438
	Iteration 0F: 2 clusters Score -8633440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -8578584.000000 Penalty: 3678.848877
	Iteration 0F: 3 clusters Score -8578584 nChanged 38970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -8600828.000000 Penalty: 3678.848877
	Iteration 1F: 3 clusters Score -8600828 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -8601607.000000 Penalty: 3678.848877
	Iteration 2Q: 3 clusters Score -8601607 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -8602584.000000 Penalty: 3678.848877
	Iteration 3Q: 3 clusters Score -8602584 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -8604107.000000 Penalty: 3678.848877
	Iteration 4Q: 3 clusters Score -8604107 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8606466.000000 Penalty: 3678.848877
	Iteration 5F: 3 clusters Score -8606466 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8610403.000000 Penalty: 3678.848877
	Iteration 6F: 3 clusters Score -8610403 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -8615841.000000 Penalty: 3678.848877
	Iteration 7F: 3 clusters Score -8615841 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8622111.000000 Penalty: 3678.848877
	Iteration 8F: 3 clusters Score -8622111 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8627088.000000 Penalty: 3678.848877
	Iteration 9F: 3 clusters Score -8627088 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8629852.000000 Penalty: 3678.848877
	Iteration 10Q: 3 clusters Score -8629852 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8631162.000000 Penalty: 3678.848877
	Iteration 11Q: 3 clusters Score -8631162 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8631745.000000 Penalty: 3678.848877
	Iteration 12Q: 3 clusters Score -8631745 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8632027.000000 Penalty: 3678.848877
	Iteration 13Q: 3 clusters Score -8632027 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8632177.000000 Penalty: 3678.848877
	Iteration 14Q: 3 clusters Score -8632177 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8632214.000000 Penalty: 3678.848877
	Iteration 15Q: 3 clusters Score -8632214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8632266.000000 Penalty: 3678.848877
	Iteration 16Q: 3 clusters Score -8632266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8632281.000000 Penalty: 3678.848877
	Iteration 17Q: 3 clusters Score -8632281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8632287.000000 Penalty: 3678.848877
	Iteration 18Q: 3 clusters Score -8632287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8632292.000000 Penalty: 3678.848877
	Iteration 19Q: 3 clusters Score -8632292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8632299.000000 Penalty: 3678.848877
	Iteration 20F: 3 clusters Score -8632299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8632302.000000 Penalty: 3678.848877
	Iteration 21Q: 3 clusters Score -8632302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8632308.000000 Penalty: 3678.848877
	Iteration 22Q: 3 clusters Score -8632308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8632310.000000 Penalty: 3678.848877
	Iteration 23Q: 3 clusters Score -8632310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8632306.000000 Penalty: 3678.848877
	Iteration 24Q: 3 clusters Score -8632306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8632318.000000 Penalty: 3678.848877
	Iteration 25Q: 3 clusters Score -8632318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8632321.000000 Penalty: 3678.848877
	Iteration 26Q: 3 clusters Score -8632321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8632318.000000 Penalty: 3678.848877
	Iteration 27Q: 3 clusters Score -8632318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8632318.000000 Penalty: 3678.848877
	Iteration 28Q: 3 clusters Score -8632318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8632309.000000 Penalty: 3678.848877
	Iteration 29Q: 3 clusters Score -8632309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8632310.000000 Penalty: 3678.848877
	Iteration 30Q: 3 clusters Score -8632310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8632314.000000 Penalty: 3678.848877
	Iteration 31Q: 3 clusters Score -8632314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8632310.000000 Penalty: 3678.848877
	Iteration 32Q: 3 clusters Score -8632310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8632310.000000 Penalty: 3678.848877
	Iteration 33F: 3 clusters Score -8632310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -140345.468750 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -140345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -138549.640625 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -138549.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -139369.968750 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -139370 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -139901.484375 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -139901.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140135.578125 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -140135.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140266.734375 Penalty: 2427.266846
	Iteration 4F: 3 clusters Score -140266.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140357.484375 Penalty: 2427.266846
	Iteration 5Q: 3 clusters Score -140357.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140406.875000 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -140406.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140426.750000 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -140426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140447.250000 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -140447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -140462.578125 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -140462.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140479.875000 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -140479.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140504.734375 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -140504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -140517.968750 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -140518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140526.125000 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -140526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140538.687500 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -140538.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140553.640625 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -140553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140560.953125 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -140561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140565.546875 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -140565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140566.531250 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -140566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140567.546875 Penalty: 2427.266846
	Iteration 19F: 3 clusters Score -140567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140569.984375 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -140570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140571.046875 Penalty: 2427.266846
	Iteration 21Q: 3 clusters Score -140571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140572.218750 Penalty: 2427.266846
	Iteration 22Q: 3 clusters Score -140572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140572.718750 Penalty: 2427.266846
	Iteration 23Q: 3 clusters Score -140572.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140572.718750 Penalty: 2427.266846
	Iteration 24F: 3 clusters Score -140572.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31936 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35474 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91730 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 120616 members 
Mstep: Class 14 contains 69059 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 96654 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 22834 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 103852 members 
Mstep: Class 30 contains 32242 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41055 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 29307 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 20166 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8405 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7612 members 
Mstep: Class 46 contains 623 members 
Entering Unmasked Estep 
Score: -154068672.000000 Penalty: 106475.343750
Splitting cluster 12 changes total score from -154069664.000000 to -154068672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (120616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120616 members 
Entering Unmasked Estep 
Score: -12592510.000000 Penalty: 1901.309692
	Iteration 0F: 2 clusters Score -1.259251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -12511877.000000 Penalty: 3802.619385
	Iteration 0F: 3 clusters Score -1.251188e+07 nChanged 58018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -12545755.000000 Penalty: 3802.619385
	Iteration 1F: 3 clusters Score -1.254576e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -12546925.000000 Penalty: 3802.619385
	Iteration 2Q: 3 clusters Score -1.254692e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -12548452.000000 Penalty: 3802.619385
	Iteration 3Q: 3 clusters Score -1.254845e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -12550373.000000 Penalty: 3802.619385
	Iteration 4Q: 3 clusters Score -1.255037e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -12552932.000000 Penalty: 3802.619385
	Iteration 5Q: 3 clusters Score -1.255293e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -12556434.000000 Penalty: 3802.619385
	Iteration 6F: 3 clusters Score -1.255643e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -12560587.000000 Penalty: 3802.619385
	Iteration 7F: 3 clusters Score -1.256059e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -12564981.000000 Penalty: 3802.619385
	Iteration 8F: 3 clusters Score -1.256498e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -12568585.000000 Penalty: 3802.619385
	Iteration 9F: 3 clusters Score -1.256858e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -12571568.000000 Penalty: 3802.619385
	Iteration 10Q: 3 clusters Score -1.257157e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -12573859.000000 Penalty: 3802.619385
	Iteration 11Q: 3 clusters Score -1.257386e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -12575562.000000 Penalty: 3802.619385
	Iteration 12Q: 3 clusters Score -1.257556e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -12576933.000000 Penalty: 3802.619385
	Iteration 13Q: 3 clusters Score -1.257693e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -12578282.000000 Penalty: 3802.619385
	Iteration 14Q: 3 clusters Score -1.257828e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -12579590.000000 Penalty: 3802.619385
	Iteration 15Q: 3 clusters Score -1.257959e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -12580782.000000 Penalty: 3802.619385
	Iteration 16Q: 3 clusters Score -1.258078e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -12581973.000000 Penalty: 3802.619385
	Iteration 17Q: 3 clusters Score -1.258197e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -12583277.000000 Penalty: 3802.619385
	Iteration 18Q: 3 clusters Score -1.258328e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -12584454.000000 Penalty: 3802.619385
	Iteration 19Q: 3 clusters Score -1.258445e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -12585519.000000 Penalty: 3802.619385
	Iteration 20F: 3 clusters Score -1.258552e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -12586481.000000 Penalty: 3802.619385
	Iteration 21Q: 3 clusters Score -1.258648e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -12587340.000000 Penalty: 3802.619385
	Iteration 22Q: 3 clusters Score -1.258734e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -12588049.000000 Penalty: 3802.619385
	Iteration 23Q: 3 clusters Score -1.258805e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 114494 members 
Entering Unmasked Estep 
Score: -12588642.000000 Penalty: 3802.619385
	Iteration 24Q: 3 clusters Score -1.258864e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 115310 members 
Entering Unmasked Estep 
Score: -12589035.000000 Penalty: 3802.619385
	Iteration 25Q: 3 clusters Score -1.258904e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -12589442.000000 Penalty: 3802.619385
	Iteration 26Q: 3 clusters Score -1.258944e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -12589746.000000 Penalty: 3802.619385
	Iteration 27Q: 3 clusters Score -1.258975e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -12590043.000000 Penalty: 3802.619385
	Iteration 28Q: 3 clusters Score -1.259004e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -12590279.000000 Penalty: 3802.619385
	Iteration 29Q: 3 clusters Score -1.259028e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -12590456.000000 Penalty: 3802.619385
	Iteration 30Q: 3 clusters Score -1.259046e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 118283 members 
Entering Unmasked Estep 
Score: -12590569.000000 Penalty: 3802.619385
	Iteration 31Q: 3 clusters Score -1.259057e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -12590687.000000 Penalty: 3802.619385
	Iteration 32Q: 3 clusters Score -1.259069e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -12590744.000000 Penalty: 3802.619385
	Iteration 33Q: 3 clusters Score -1.259074e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 118840 members 
Entering Unmasked Estep 
Score: -12590789.000000 Penalty: 3802.619385
	Iteration 34Q: 3 clusters Score -1.259079e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -12590813.000000 Penalty: 3802.619385
	Iteration 35Q: 3 clusters Score -1.259081e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -12590853.000000 Penalty: 3802.619385
	Iteration 36Q: 3 clusters Score -1.259085e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 119175 members 
Entering Unmasked Estep 
Score: -12590905.000000 Penalty: 3802.619385
	Iteration 37Q: 3 clusters Score -1.25909e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -12590949.000000 Penalty: 3802.619385
	Iteration 38Q: 3 clusters Score -1.259095e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -12590977.000000 Penalty: 3802.619385
	Iteration 39Q: 3 clusters Score -1.259098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -12590995.000000 Penalty: 3802.619385
	Iteration 40F: 3 clusters Score -1.2591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 119432 members 
Entering Unmasked Estep 
Score: -12591012.000000 Penalty: 3802.619385
	Iteration 41Q: 3 clusters Score -1.259101e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -12591033.000000 Penalty: 3802.619385
	Iteration 42Q: 3 clusters Score -1.259103e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -12591050.000000 Penalty: 3802.619385
	Iteration 43Q: 3 clusters Score -1.259105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 119538 members 
Entering Unmasked Estep 
Score: -12591061.000000 Penalty: 3802.619385
	Iteration 44Q: 3 clusters Score -1.259106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -12591064.000000 Penalty: 3802.619385
	Iteration 45Q: 3 clusters Score -1.259106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -12591091.000000 Penalty: 3802.619385
	Iteration 46Q: 3 clusters Score -1.259109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -12591090.000000 Penalty: 3802.619385
	Iteration 47Q: 3 clusters Score -1.259109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 119589 members 
Entering Unmasked Estep 
Score: -12591102.000000 Penalty: 3802.619385
	Iteration 48Q: 3 clusters Score -1.25911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
Score: -12591100.000000 Penalty: 3802.619385
	Iteration 49Q: 3 clusters Score -1.25911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -12591097.000000 Penalty: 3802.619385
	Iteration 50Q: 3 clusters Score -1.25911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -12591105.000000 Penalty: 3802.619385
	Iteration 51Q: 3 clusters Score -1.25911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -12591102.000000 Penalty: 3802.619385
	Iteration 52Q: 3 clusters Score -1.25911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -12591100.000000 Penalty: 3802.619385
	Iteration 53Q: 3 clusters Score -1.25911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 119610 members 
Entering Unmasked Estep 
Score: -12591112.000000 Penalty: 3802.619385
	Iteration 54Q: 3 clusters Score -1.259111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -12591110.000000 Penalty: 3802.619385
	Iteration 55Q: 3 clusters Score -1.259111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -12591114.000000 Penalty: 3802.619385
	Iteration 56Q: 3 clusters Score -1.259111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 119621 members 
Entering Unmasked Estep 
Score: -12591113.000000 Penalty: 3802.619385
	Iteration 57Q: 3 clusters Score -1.259111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 119621 members 
Entering Unmasked Estep 
Score: -12591113.000000 Penalty: 3802.619385
	Iteration 58F: 3 clusters Score -1.259111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Entering Unmasked Estep 
Score: -7304048.000000 Penalty: 1810.691406
	Iteration 0F: 2 clusters Score -7304048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -7258099.500000 Penalty: 3621.382812
	Iteration 0F: 3 clusters Score -7258100 nChanged 32593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -7277198.500000 Penalty: 3621.382812
	Iteration 1F: 3 clusters Score -7277198 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7278217.000000 Penalty: 3621.382812
	Iteration 2Q: 3 clusters Score -7278217 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -7279529.000000 Penalty: 3621.382812
	Iteration 3Q: 3 clusters Score -7279529 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -7281468.000000 Penalty: 3621.382812
	Iteration 4F: 3 clusters Score -7281468 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -7284188.500000 Penalty: 3621.382812
	Iteration 5F: 3 clusters Score -7284188 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -7287622.500000 Penalty: 3621.382812
	Iteration 6F: 3 clusters Score -7287622 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -7291509.000000 Penalty: 3621.382812
	Iteration 7F: 3 clusters Score -7291509 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -7295213.500000 Penalty: 3621.382812
	Iteration 8F: 3 clusters Score -7295214 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -7298163.000000 Penalty: 3621.382812
	Iteration 9F: 3 clusters Score -7298163 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7300175.500000 Penalty: 3621.382812
	Iteration 10Q: 3 clusters Score -7300176 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7301275.500000 Penalty: 3621.382812
	Iteration 11Q: 3 clusters Score -7301276 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7301833.000000 Penalty: 3621.382812
	Iteration 12Q: 3 clusters Score -7301833 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7302127.500000 Penalty: 3621.382812
	Iteration 13Q: 3 clusters Score -7302128 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7302282.000000 Penalty: 3621.382812
	Iteration 14Q: 3 clusters Score -7302282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7302362.000000 Penalty: 3621.382812
	Iteration 15Q: 3 clusters Score -7302362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7302418.000000 Penalty: 3621.382812
	Iteration 16Q: 3 clusters Score -7302418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7302458.500000 Penalty: 3621.382812
	Iteration 17Q: 3 clusters Score -7302458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7302494.500000 Penalty: 3621.382812
	Iteration 18Q: 3 clusters Score -7302494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7302496.500000 Penalty: 3621.382812
	Iteration 19Q: 3 clusters Score -7302496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7302519.000000 Penalty: 3621.382812
	Iteration 20F: 3 clusters Score -7302519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7302536.000000 Penalty: 3621.382812
	Iteration 21Q: 3 clusters Score -7302536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7302560.000000 Penalty: 3621.382812
	Iteration 22Q: 3 clusters Score -7302560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7302562.500000 Penalty: 3621.382812
	Iteration 23Q: 3 clusters Score -7302562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7302564.000000 Penalty: 3621.382812
	Iteration 24Q: 3 clusters Score -7302564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7302571.000000 Penalty: 3621.382812
	Iteration 25Q: 3 clusters Score -7302571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7302571.000000 Penalty: 3621.382812
	Iteration 26Q: 3 clusters Score -7302571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7302573.000000 Penalty: 3621.382812
	Iteration 27Q: 3 clusters Score -7302573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7302582.000000 Penalty: 3621.382812
	Iteration 28Q: 3 clusters Score -7302582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7302592.500000 Penalty: 3621.382812
	Iteration 29Q: 3 clusters Score -7302592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7302589.500000 Penalty: 3621.382812
	Iteration 30Q: 3 clusters Score -7302590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7302589.000000 Penalty: 3621.382812
	Iteration 31Q: 3 clusters Score -7302589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7302589.000000 Penalty: 3621.382812
	Iteration 32Q: 3 clusters Score -7302589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7302593.500000 Penalty: 3621.382812
	Iteration 33Q: 3 clusters Score -7302594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7302588.000000 Penalty: 3621.382812
	Iteration 34Q: 3 clusters Score -7302588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7302595.000000 Penalty: 3621.382812
	Iteration 35Q: 3 clusters Score -7302595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7302603.000000 Penalty: 3621.382812
	Iteration 36Q: 3 clusters Score -7302603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7302600.500000 Penalty: 3621.382812
	Iteration 37Q: 3 clusters Score -7302600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7302601.500000 Penalty: 3621.382812
	Iteration 38Q: 3 clusters Score -7302602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7302598.500000 Penalty: 3621.382812
	Iteration 39Q: 3 clusters Score -7302598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7302598.000000 Penalty: 3621.382812
	Iteration 40F: 3 clusters Score -7302598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7302599.500000 Penalty: 3621.382812
	Iteration 41Q: 3 clusters Score -7302600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7302596.500000 Penalty: 3621.382812
	Iteration 42Q: 3 clusters Score -7302596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7302596.500000 Penalty: 3621.382812
	Iteration 43F: 3 clusters Score -7302596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Entering Unmasked Estep 
Score: -18831372.000000 Penalty: 1966.937012
	Iteration 0F: 2 clusters Score -1.883137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -18716286.000000 Penalty: 3933.874023
	Iteration 0F: 3 clusters Score -1.871629e+07 nChanged 87477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -18768152.000000 Penalty: 3933.874023
	Iteration 1F: 3 clusters Score -1.876815e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -18769672.000000 Penalty: 3933.874023
	Iteration 2Q: 3 clusters Score -1.876967e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -18772472.000000 Penalty: 3933.874023
	Iteration 3Q: 3 clusters Score -1.877247e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -18777902.000000 Penalty: 3933.874023
	Iteration 4F: 3 clusters Score -1.87779e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131515 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -18788130.000000 Penalty: 3933.874023
	Iteration 5F: 3 clusters Score -1.878813e+07 nChanged 16783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148290 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -18803254.000000 Penalty: 3933.874023
	Iteration 6F: 3 clusters Score -1.880325e+07 nChanged 15897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -18817510.000000 Penalty: 3933.874023
	Iteration 7F: 3 clusters Score -1.881751e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174893 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -18825858.000000 Penalty: 3933.874023
	Iteration 8F: 3 clusters Score -1.882586e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179109 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -18828568.000000 Penalty: 3933.874023
	Iteration 9Q: 3 clusters Score -1.882857e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -18829258.000000 Penalty: 3933.874023
	Iteration 10Q: 3 clusters Score -1.882926e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180441 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18829468.000000 Penalty: 3933.874023
	Iteration 11Q: 3 clusters Score -1.882947e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18829548.000000 Penalty: 3933.874023
	Iteration 12Q: 3 clusters Score -1.882955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180488 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18829580.000000 Penalty: 3933.874023
	Iteration 13Q: 3 clusters Score -1.882958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18829594.000000 Penalty: 3933.874023
	Iteration 14Q: 3 clusters Score -1.882959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18829602.000000 Penalty: 3933.874023
	Iteration 15Q: 3 clusters Score -1.88296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18829606.000000 Penalty: 3933.874023
	Iteration 16Q: 3 clusters Score -1.882961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18829606.000000 Penalty: 3933.874023
	Iteration 17Q: 3 clusters Score -1.882961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18829620.000000 Penalty: 3933.874023
	Iteration 18Q: 3 clusters Score -1.882962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18829612.000000 Penalty: 3933.874023
	Iteration 19Q: 3 clusters Score -1.882961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18829612.000000 Penalty: 3933.874023
	Iteration 20F: 3 clusters Score -1.882961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Entering Unmasked Estep 
Score: -10131129.000000 Penalty: 1865.320190
	Iteration 0F: 2 clusters Score -1.013113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -10066978.000000 Penalty: 3730.640381
	Iteration 0F: 3 clusters Score -1.006698e+07 nChanged 46086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -10093413.000000 Penalty: 3730.640381
	Iteration 1F: 3 clusters Score -1.009341e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -10094097.000000 Penalty: 3730.640381
	Iteration 2Q: 3 clusters Score -1.00941e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -10094813.000000 Penalty: 3730.640381
	Iteration 3Q: 3 clusters Score -1.009481e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -10095733.000000 Penalty: 3730.640381
	Iteration 4Q: 3 clusters Score -1.009573e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -10096676.000000 Penalty: 3730.640381
	Iteration 5Q: 3 clusters Score -1.009668e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -10098197.000000 Penalty: 3730.640381
	Iteration 6Q: 3 clusters Score -1.00982e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -10100140.000000 Penalty: 3730.640381
	Iteration 7Q: 3 clusters Score -1.010014e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -10102759.000000 Penalty: 3730.640381
	Iteration 8F: 3 clusters Score -1.010276e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -10106224.000000 Penalty: 3730.640381
	Iteration 9F: 3 clusters Score -1.010622e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -10110240.000000 Penalty: 3730.640381
	Iteration 10F: 3 clusters Score -1.011024e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -10114846.000000 Penalty: 3730.640381
	Iteration 11F: 3 clusters Score -1.011485e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -10119071.000000 Penalty: 3730.640381
	Iteration 12F: 3 clusters Score -1.011907e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -10122430.000000 Penalty: 3730.640381
	Iteration 13Q: 3 clusters Score -1.012243e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -10124812.000000 Penalty: 3730.640381
	Iteration 14Q: 3 clusters Score -1.012481e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -10126499.000000 Penalty: 3730.640381
	Iteration 15Q: 3 clusters Score -1.01265e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -10127640.000000 Penalty: 3730.640381
	Iteration 16Q: 3 clusters Score -1.012764e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10128287.000000 Penalty: 3730.640381
	Iteration 17Q: 3 clusters Score -1.012829e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10128730.000000 Penalty: 3730.640381
	Iteration 18Q: 3 clusters Score -1.012873e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10129042.000000 Penalty: 3730.640381
	Iteration 19Q: 3 clusters Score -1.012904e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10129246.000000 Penalty: 3730.640381
	Iteration 20F: 3 clusters Score -1.012925e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10129354.000000 Penalty: 3730.640381
	Iteration 21Q: 3 clusters Score -1.012935e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10129404.000000 Penalty: 3730.640381
	Iteration 22Q: 3 clusters Score -1.01294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10129435.000000 Penalty: 3730.640381
	Iteration 23Q: 3 clusters Score -1.012944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10129454.000000 Penalty: 3730.640381
	Iteration 24Q: 3 clusters Score -1.012945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10129482.000000 Penalty: 3730.640381
	Iteration 25Q: 3 clusters Score -1.012948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10129495.000000 Penalty: 3730.640381
	Iteration 26Q: 3 clusters Score -1.01295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10129496.000000 Penalty: 3730.640381
	Iteration 27Q: 3 clusters Score -1.01295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10129510.000000 Penalty: 3730.640381
	Iteration 28Q: 3 clusters Score -1.012951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10129508.000000 Penalty: 3730.640381
	Iteration 29Q: 3 clusters Score -1.012951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10129513.000000 Penalty: 3730.640381
	Iteration 30Q: 3 clusters Score -1.012951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10129519.000000 Penalty: 3730.640381
	Iteration 31Q: 3 clusters Score -1.012952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10129544.000000 Penalty: 3730.640381
	Iteration 32Q: 3 clusters Score -1.012954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10129542.000000 Penalty: 3730.640381
	Iteration 33Q: 3 clusters Score -1.012954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10129545.000000 Penalty: 3730.640381
	Iteration 34Q: 3 clusters Score -1.012954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10129545.000000 Penalty: 3730.640381
	Iteration 35Q: 3 clusters Score -1.012954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10129551.000000 Penalty: 3730.640381
	Iteration 36Q: 3 clusters Score -1.012955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10129550.000000 Penalty: 3730.640381
	Iteration 37Q: 3 clusters Score -1.012955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10129554.000000 Penalty: 3730.640381
	Iteration 38Q: 3 clusters Score -1.012955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10129554.000000 Penalty: 3730.640381
	Iteration 39Q: 3 clusters Score -1.012955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10129560.000000 Penalty: 3730.640381
	Iteration 40F: 3 clusters Score -1.012956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10129563.000000 Penalty: 3730.640381
	Iteration 41Q: 3 clusters Score -1.012956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10129563.000000 Penalty: 3730.640381
	Iteration 42F: 3 clusters Score -1.012956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Entering Unmasked Estep 
Score: -9963771.000000 Penalty: 1861.760864
	Iteration 0F: 2 clusters Score -9963771 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 47316 members 
Entering Unmasked Estep 
Score: -9900840.000000 Penalty: 3723.521729
	Iteration 0F: 3 clusters Score -9900840 nChanged 44964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -9926845.000000 Penalty: 3723.521729
	Iteration 1F: 3 clusters Score -9926845 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9927982.000000 Penalty: 3723.521729
	Iteration 2Q: 3 clusters Score -9927982 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -9929845.000000 Penalty: 3723.521729
	Iteration 3Q: 3 clusters Score -9929845 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9932236.000000 Penalty: 3723.521729
	Iteration 4Q: 3 clusters Score -9932236 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -9935766.000000 Penalty: 3723.521729
	Iteration 5F: 3 clusters Score -9935766 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9961109 nChanged 312
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Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9961348 nChanged 254
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Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9961392 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9961589 nChanged 225
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Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9961983 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9962016 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9962013 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9962102 nChanged 161
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Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9962129 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9962144 nChanged 151
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Mstep: Class 1 contains 16709 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9962175 nChanged 137
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Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9962186 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16428 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9962208 nChanged 115
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Mstep: Class 1 contains 16313 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9962219 nChanged 108
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Mstep: Class 1 contains 16205 members 
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	Iteration 61Q: 3 clusters Score -9962236 nChanged 102
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Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9962239 nChanged 102
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Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9962244 nChanged 105
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Mstep: Class 1 contains 15896 members 
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	Iteration 64Q: 3 clusters Score -9962261 nChanged 113
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Mstep: Class 1 contains 15783 members 
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Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 78911 members 
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	Iteration 66Q: 3 clusters Score -9962286 nChanged 128
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Mstep: Class 1 contains 15521 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9962321 nChanged 136
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Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 79175 members 
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Mstep: Class 1 contains 15229 members 
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	Iteration 69Q: 3 clusters Score -9962363 nChanged 156
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Mstep: Class 1 contains 15073 members 
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Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 79654 members 
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Mstep: Class 1 contains 14724 members 
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Mstep: Class 1 contains 14516 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13990 members 
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Mstep: Class 1 contains 13812 members 
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Mstep: Class 1 contains 13480 members 
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	Iteration 79Q: 3 clusters Score -9962577 nChanged 176
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Mstep: Class 1 contains 13304 members 
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Mstep: Class 1 contains 12952 members 
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Mstep: Class 1 contains 12785 members 
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	Iteration 83Q: 3 clusters Score -9962706 nChanged 172
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	Iteration 89Q: 3 clusters Score -9962805 nChanged 190
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Mstep: Class 1 contains 11080 members 
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Mstep: Class 1 contains 10737 members 
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Mstep: Class 1 contains 10567 members 
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Mstep: Class 1 contains 9332 members 
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Mstep: Class 1 contains 7700 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7321 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6655 members 
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Mstep: Class 1 contains 6527 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6002 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5938 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9963426 nChanged 68
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Mstep: Class 1 contains 5870 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5734 members 
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Mstep: Class 1 contains 5579 members 
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Mstep: Class 1 contains 5427 members 
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Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 89169 members 
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	Iteration 139Q: 3 clusters Score -9963394 nChanged 34
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Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9963404 nChanged 33
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Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9963412 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 89266 members 
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	Iteration 142Q: 3 clusters Score -9963420 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9963425 nChanged 28
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 89327 members 
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	Iteration 144Q: 3 clusters Score -9963409 nChanged 26
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9963411 nChanged 24
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Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 89375 members 
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Mstep: Class 1 contains 5160 members 
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Mstep: Class 1 contains 5144 members 
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	Iteration 149Q: 3 clusters Score -9963441 nChanged 8
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Mstep: Class 1 contains 5125 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9963433 nChanged 10
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Mstep: Class 1 contains 5115 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9963435 nChanged 11
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9963440 nChanged 12
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Mstep: Class 1 contains 5092 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9963438 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9963451 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 89509 members 
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	Iteration 155Q: 3 clusters Score -9963459 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5030 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9963452 nChanged 26
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9963465 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9963466 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9963453 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9963454 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4949 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9963458 nChanged 11
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Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 89622 members 
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Mstep: Class 1 contains 4924 members 
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Mstep: Class 1 contains 4888 members 
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Mstep: Class 1 contains 4876 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9963448 nChanged 13
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Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 89711 members 
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	Iteration 168Q: 3 clusters Score -9963451 nChanged 12
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Mstep: Class 1 contains 4837 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4819 members 
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	Iteration 170Q: 3 clusters Score -9963449 nChanged 13
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Mstep: Class 1 contains 4806 members 
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Mstep: Class 1 contains 4790 members 
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	Iteration 172Q: 3 clusters Score -9963448 nChanged 10
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Mstep: Class 1 contains 4780 members 
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	Iteration 174Q: 3 clusters Score -9963441 nChanged 7
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	Iteration 176Q: 3 clusters Score -9963446 nChanged 9
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	Iteration 177Q: 3 clusters Score -9963443 nChanged 10
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	Iteration 178Q: 3 clusters Score -9963444 nChanged 5
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	Iteration 179Q: 3 clusters Score -9963442 nChanged 5
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	Iteration 180F: 3 clusters Score -9963441 nChanged 2
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	Iteration 181Q: 3 clusters Score -9963448 nChanged 2
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	Iteration 182Q: 3 clusters Score -9963441 nChanged 4
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Mstep: Class 1 contains 4725 members 
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	Iteration 183Q: 3 clusters Score -9963446 nChanged 4
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	Iteration 184Q: 3 clusters Score -9963453 nChanged 3
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Mstep: Class 1 contains 4718 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9963455 nChanged 3
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Mstep: Class 1 contains 4715 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9963458 nChanged 1
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	Iteration 187Q: 3 clusters Score -9963459 nChanged 0
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	Iteration 188F: 3 clusters Score -9963459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -1189448 nChanged 0
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Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1184717.875000 Penalty: 3035.059814
	Iteration 2F: 3 clusters Score -1184718 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1185439.250000 Penalty: 3035.059814
	Iteration 3F: 3 clusters Score -1185439 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1186204.500000 Penalty: 3035.059814
	Iteration 4F: 3 clusters Score -1186204 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1186882.625000 Penalty: 3035.059814
	Iteration 5F: 3 clusters Score -1186883 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1187389.125000 Penalty: 3035.059814
	Iteration 6F: 3 clusters Score -1187389 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1187755.125000 Penalty: 3035.059814
	Iteration 7Q: 3 clusters Score -1187755 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1188015.375000 Penalty: 3035.059814
	Iteration 8Q: 3 clusters Score -1188015 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1188162.875000 Penalty: 3035.059814
	Iteration 9Q: 3 clusters Score -1188163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1188268.500000 Penalty: 3035.059814
	Iteration 10Q: 3 clusters Score -1188268 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1188357.625000 Penalty: 3035.059814
	Iteration 11Q: 3 clusters Score -1188358 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1188416.375000 Penalty: 3035.059814
	Iteration 12Q: 3 clusters Score -1188416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1188455.000000 Penalty: 3035.059814
	Iteration 13Q: 3 clusters Score -1188455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1188489.500000 Penalty: 3035.059814
	Iteration 14Q: 3 clusters Score -1188490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1188507.000000 Penalty: 3035.059814
	Iteration 15Q: 3 clusters Score -1188507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1188525.125000 Penalty: 3035.059814
	Iteration 16Q: 3 clusters Score -1188525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1188536.000000 Penalty: 3035.059814
	Iteration 17Q: 3 clusters Score -1188536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1188537.125000 Penalty: 3035.059814
	Iteration 18Q: 3 clusters Score -1188537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1188543.000000 Penalty: 3035.059814
	Iteration 19Q: 3 clusters Score -1188543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1188549.750000 Penalty: 3035.059814
	Iteration 20F: 3 clusters Score -1188550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1188552.875000 Penalty: 3035.059814
	Iteration 21Q: 3 clusters Score -1188553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1188562.125000 Penalty: 3035.059814
	Iteration 22Q: 3 clusters Score -1188562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1188566.000000 Penalty: 3035.059814
	Iteration 23Q: 3 clusters Score -1188566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1188566.000000 Penalty: 3035.059814
	Iteration 24Q: 3 clusters Score -1188566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1188570.125000 Penalty: 3035.059814
	Iteration 25Q: 3 clusters Score -1188570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1188578.750000 Penalty: 3035.059814
	Iteration 26Q: 3 clusters Score -1188579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1188583.000000 Penalty: 3035.059814
	Iteration 27Q: 3 clusters Score -1188583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1188589.500000 Penalty: 3035.059814
	Iteration 28Q: 3 clusters Score -1188590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1188596.750000 Penalty: 3035.059814
	Iteration 29Q: 3 clusters Score -1188597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1188598.125000 Penalty: 3035.059814
	Iteration 30Q: 3 clusters Score -1188598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1188599.500000 Penalty: 3035.059814
	Iteration 31Q: 3 clusters Score -1188600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1188606.625000 Penalty: 3035.059814
	Iteration 32Q: 3 clusters Score -1188607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1188607.375000 Penalty: 3035.059814
	Iteration 33Q: 3 clusters Score -1188607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1188609.250000 Penalty: 3035.059814
	Iteration 34Q: 3 clusters Score -1188609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1188610.000000 Penalty: 3035.059814
	Iteration 35Q: 3 clusters Score -1188610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1188610.875000 Penalty: 3035.059814
	Iteration 36Q: 3 clusters Score -1188611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1188613.375000 Penalty: 3035.059814
	Iteration 37Q: 3 clusters Score -1188613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1188614.750000 Penalty: 3035.059814
	Iteration 38Q: 3 clusters Score -1188615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1188613.625000 Penalty: 3035.059814
	Iteration 39Q: 3 clusters Score -1188614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1188614.500000 Penalty: 3035.059814
	Iteration 40F: 3 clusters Score -1188614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1188615.000000 Penalty: 3035.059814
	Iteration 41Q: 3 clusters Score -1188615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1188615.000000 Penalty: 3035.059814
	Iteration 42Q: 3 clusters Score -1188615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1188615.500000 Penalty: 3035.059814
	Iteration 43Q: 3 clusters Score -1188616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1188615.500000 Penalty: 3035.059814
	Iteration 44F: 3 clusters Score -1188616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -321051.156250 Penalty: 1319.740479
	Iteration 0F: 2 clusters Score -321051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -318127.562500 Penalty: 2639.480957
	Iteration 0F: 3 clusters Score -318127.6 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -318916.375000 Penalty: 2639.480957
	Iteration 1F: 3 clusters Score -318916.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -319165.406250 Penalty: 2639.480957
	Iteration 2F: 3 clusters Score -319165.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -319418.250000 Penalty: 2639.480957
	Iteration 3F: 3 clusters Score -319418.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -319644.187500 Penalty: 2639.480957
	Iteration 4F: 3 clusters Score -319644.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -319818.437500 Penalty: 2639.480957
	Iteration 5F: 3 clusters Score -319818.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -319963.312500 Penalty: 2639.480957
	Iteration 6Q: 3 clusters Score -319963.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -320087.687500 Penalty: 2639.480957
	Iteration 7Q: 3 clusters Score -320087.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -320175.156250 Penalty: 2639.480957
	Iteration 8Q: 3 clusters Score -320175.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -320260.875000 Penalty: 2639.480957
	Iteration 9Q: 3 clusters Score -320260.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -320337.468750 Penalty: 2639.480957
	Iteration 10Q: 3 clusters Score -320337.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -320403.218750 Penalty: 2639.480957
	Iteration 11Q: 3 clusters Score -320403.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -320472.875000 Penalty: 2639.480957
	Iteration 12Q: 3 clusters Score -320472.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -320535.343750 Penalty: 2639.480957
	Iteration 13Q: 3 clusters Score -320535.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -320582.750000 Penalty: 2639.480957
	Iteration 14Q: 3 clusters Score -320582.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -320629.968750 Penalty: 2639.480957
	Iteration 15Q: 3 clusters Score -320630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -320681.562500 Penalty: 2639.480957
	Iteration 16Q: 3 clusters Score -320681.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -320735.218750 Penalty: 2639.480957
	Iteration 17Q: 3 clusters Score -320735.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -320778.718750 Penalty: 2639.480957
	Iteration 18Q: 3 clusters Score -320778.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -320818.031250 Penalty: 2639.480957
	Iteration 19Q: 3 clusters Score -320818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -320858.468750 Penalty: 2639.480957
	Iteration 20F: 3 clusters Score -320858.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -320900.656250 Penalty: 2639.480957
	Iteration 21Q: 3 clusters Score -320900.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -320934.843750 Penalty: 2639.480957
	Iteration 22Q: 3 clusters Score -320934.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -320966.156250 Penalty: 2639.480957
	Iteration 23Q: 3 clusters Score -320966.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -320993.812500 Penalty: 2639.480957
	Iteration 24Q: 3 clusters Score -320993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -321016.937500 Penalty: 2639.480957
	Iteration 25Q: 3 clusters Score -321016.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -321036.562500 Penalty: 2639.480957
	Iteration 26Q: 3 clusters Score -321036.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -321054.093750 Penalty: 2639.480957
	Iteration 27Q: 3 clusters Score -321054.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -321074.656250 Penalty: 2639.480957
	Iteration 28Q: 3 clusters Score -321074.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -321090.562500 Penalty: 2639.480957
	Iteration 29Q: 3 clusters Score -321090.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -321101.437500 Penalty: 2639.480957
	Iteration 30Q: 3 clusters Score -321101.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -321114.375000 Penalty: 2639.480957
	Iteration 31Q: 3 clusters Score -321114.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -321132.750000 Penalty: 2639.480957
	Iteration 32Q: 3 clusters Score -321132.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -321145.625000 Penalty: 2639.480957
	Iteration 33Q: 3 clusters Score -321145.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -321159.687500 Penalty: 2639.480957
	Iteration 34Q: 3 clusters Score -321159.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -321173.531250 Penalty: 2639.480957
	Iteration 35Q: 3 clusters Score -321173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -321191.718750 Penalty: 2639.480957
	Iteration 36Q: 3 clusters Score -321191.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -321207.625000 Penalty: 2639.480957
	Iteration 37Q: 3 clusters Score -321207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -321211.968750 Penalty: 2639.480957
	Iteration 38Q: 3 clusters Score -321212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -321214.406250 Penalty: 2639.480957
	Iteration 39Q: 3 clusters Score -321214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -321214.468750 Penalty: 2639.480957
	Iteration 40F: 3 clusters Score -321214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -321215.781250 Penalty: 2639.480957
	Iteration 41Q: 3 clusters Score -321215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -321216.031250 Penalty: 2639.480957
	Iteration 42Q: 3 clusters Score -321216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -321216.031250 Penalty: 2639.480957
	Iteration 43F: 3 clusters Score -321216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31936 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35474 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91730 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 120616 members 
Mstep: Class 14 contains 69059 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 96654 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 22834 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 103852 members 
Mstep: Class 30 contains 32242 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41055 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 29307 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 20166 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8405 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7612 members 
Mstep: Class 46 contains 1775 members 
Entering Unmasked Estep 
Score: -154068528.000000 Penalty: 106475.343750
Splitting cluster 19 changes total score from -154069664.000000 to -154068528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Entering Unmasked Estep 
Score: -917419.250000 Penalty: 1491.730713
	Iteration 0F: 2 clusters Score -917419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -910448.687500 Penalty: 2983.461426
	Iteration 0F: 3 clusters Score -910448.7 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -912856.062500 Penalty: 2983.461426
	Iteration 1F: 3 clusters Score -912856.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -913240.937500 Penalty: 2983.461426
	Iteration 2F: 3 clusters Score -913240.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -913624.437500 Penalty: 2983.461426
	Iteration 3F: 3 clusters Score -913624.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -914023.000000 Penalty: 2983.461426
	Iteration 4F: 3 clusters Score -914023 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -914402.312500 Penalty: 2983.461426
	Iteration 5F: 3 clusters Score -914402.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -914760.625000 Penalty: 2983.461426
	Iteration 6F: 3 clusters Score -914760.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -915078.250000 Penalty: 2983.461426
	Iteration 7F: 3 clusters Score -915078.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -915312.875000 Penalty: 2983.461426
	Iteration 8Q: 3 clusters Score -915312.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -915491.687500 Penalty: 2983.461426
	Iteration 9Q: 3 clusters Score -915491.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -915624.562500 Penalty: 2983.461426
	Iteration 10Q: 3 clusters Score -915624.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -915732.375000 Penalty: 2983.461426
	Iteration 11Q: 3 clusters Score -915732.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -915826.312500 Penalty: 2983.461426
	Iteration 12Q: 3 clusters Score -915826.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -915912.187500 Penalty: 2983.461426
	Iteration 13Q: 3 clusters Score -915912.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -916005.625000 Penalty: 2983.461426
	Iteration 14Q: 3 clusters Score -916005.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -916084.812500 Penalty: 2983.461426
	Iteration 15Q: 3 clusters Score -916084.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -916164.937500 Penalty: 2983.461426
	Iteration 16Q: 3 clusters Score -916164.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -916226.750000 Penalty: 2983.461426
	Iteration 17Q: 3 clusters Score -916226.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -916298.062500 Penalty: 2983.461426
	Iteration 18Q: 3 clusters Score -916298.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -916375.000000 Penalty: 2983.461426
	Iteration 19Q: 3 clusters Score -916375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -916456.625000 Penalty: 2983.461426
	Iteration 20F: 3 clusters Score -916456.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -916529.812500 Penalty: 2983.461426
	Iteration 21Q: 3 clusters Score -916529.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -916586.187500 Penalty: 2983.461426
	Iteration 22Q: 3 clusters Score -916586.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -916626.875000 Penalty: 2983.461426
	Iteration 23Q: 3 clusters Score -916626.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -916667.312500 Penalty: 2983.461426
	Iteration 24Q: 3 clusters Score -916667.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -916693.750000 Penalty: 2983.461426
	Iteration 25Q: 3 clusters Score -916693.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -916712.062500 Penalty: 2983.461426
	Iteration 26Q: 3 clusters Score -916712.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -916726.750000 Penalty: 2983.461426
	Iteration 27Q: 3 clusters Score -916726.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -916736.250000 Penalty: 2983.461426
	Iteration 28Q: 3 clusters Score -916736.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -916743.125000 Penalty: 2983.461426
	Iteration 29Q: 3 clusters Score -916743.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -916752.187500 Penalty: 2983.461426
	Iteration 30Q: 3 clusters Score -916752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -916756.562500 Penalty: 2983.461426
	Iteration 31Q: 3 clusters Score -916756.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -916760.875000 Penalty: 2983.461426
	Iteration 32Q: 3 clusters Score -916760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -916762.125000 Penalty: 2983.461426
	Iteration 33Q: 3 clusters Score -916762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -916767.562500 Penalty: 2983.461426
	Iteration 34Q: 3 clusters Score -916767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -916770.500000 Penalty: 2983.461426
	Iteration 35Q: 3 clusters Score -916770.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -916776.812500 Penalty: 2983.461426
	Iteration 36Q: 3 clusters Score -916776.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -916778.625000 Penalty: 2983.461426
	Iteration 37Q: 3 clusters Score -916778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -916782.125000 Penalty: 2983.461426
	Iteration 38Q: 3 clusters Score -916782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -916783.187500 Penalty: 2983.461426
	Iteration 39Q: 3 clusters Score -916783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -916786.687500 Penalty: 2983.461426
	Iteration 40F: 3 clusters Score -916786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -916786.875000 Penalty: 2983.461426
	Iteration 41Q: 3 clusters Score -916786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -916786.875000 Penalty: 2983.461426
	Iteration 42F: 3 clusters Score -916786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -747018.875000 Penalty: 1457.219482
	Iteration 0F: 2 clusters Score -747018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -741347.187500 Penalty: 2914.438965
	Iteration 0F: 3 clusters Score -741347.2 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -743483.125000 Penalty: 2914.438965
	Iteration 1F: 3 clusters Score -743483.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -744178.062500 Penalty: 2914.438965
	Iteration 2F: 3 clusters Score -744178.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -744841.375000 Penalty: 2914.438965
	Iteration 3F: 3 clusters Score -744841.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -745275.500000 Penalty: 2914.438965
	Iteration 4F: 3 clusters Score -745275.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -745554.312500 Penalty: 2914.438965
	Iteration 5F: 3 clusters Score -745554.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -745733.500000 Penalty: 2914.438965
	Iteration 6Q: 3 clusters Score -745733.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -745836.812500 Penalty: 2914.438965
	Iteration 7Q: 3 clusters Score -745836.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -745905.937500 Penalty: 2914.438965
	Iteration 8Q: 3 clusters Score -745905.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -745961.250000 Penalty: 2914.438965
	Iteration 9Q: 3 clusters Score -745961.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -745992.375000 Penalty: 2914.438965
	Iteration 10Q: 3 clusters Score -745992.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -746018.625000 Penalty: 2914.438965
	Iteration 11Q: 3 clusters Score -746018.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -746034.375000 Penalty: 2914.438965
	Iteration 12Q: 3 clusters Score -746034.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -746048.250000 Penalty: 2914.438965
	Iteration 13Q: 3 clusters Score -746048.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -746059.812500 Penalty: 2914.438965
	Iteration 14Q: 3 clusters Score -746059.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -746069.500000 Penalty: 2914.438965
	Iteration 15Q: 3 clusters Score -746069.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -746074.812500 Penalty: 2914.438965
	Iteration 16Q: 3 clusters Score -746074.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -746079.562500 Penalty: 2914.438965
	Iteration 17Q: 3 clusters Score -746079.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -746085.812500 Penalty: 2914.438965
	Iteration 18Q: 3 clusters Score -746085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -746091.125000 Penalty: 2914.438965
	Iteration 19Q: 3 clusters Score -746091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -746094.500000 Penalty: 2914.438965
	Iteration 20F: 3 clusters Score -746094.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -746096.875000 Penalty: 2914.438965
	Iteration 21Q: 3 clusters Score -746096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -746097.312500 Penalty: 2914.438965
	Iteration 22Q: 3 clusters Score -746097.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -746099.937500 Penalty: 2914.438965
	Iteration 23Q: 3 clusters Score -746099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -746101.937500 Penalty: 2914.438965
	Iteration 24Q: 3 clusters Score -746101.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -746102.750000 Penalty: 2914.438965
	Iteration 25Q: 3 clusters Score -746102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -746107.187500 Penalty: 2914.438965
	Iteration 26Q: 3 clusters Score -746107.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -746112.687500 Penalty: 2914.438965
	Iteration 27Q: 3 clusters Score -746112.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -746118.062500 Penalty: 2914.438965
	Iteration 28Q: 3 clusters Score -746118.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -746123.000000 Penalty: 2914.438965
	Iteration 29Q: 3 clusters Score -746123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -746127.625000 Penalty: 2914.438965
	Iteration 30Q: 3 clusters Score -746127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -746130.500000 Penalty: 2914.438965
	Iteration 31Q: 3 clusters Score -746130.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -746130.375000 Penalty: 2914.438965
	Iteration 32Q: 3 clusters Score -746130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -746131.000000 Penalty: 2914.438965
	Iteration 33Q: 3 clusters Score -746131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -746132.750000 Penalty: 2914.438965
	Iteration 34Q: 3 clusters Score -746132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -746136.062500 Penalty: 2914.438965
	Iteration 35Q: 3 clusters Score -746136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -746137.687500 Penalty: 2914.438965
	Iteration 36Q: 3 clusters Score -746137.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -746140.312500 Penalty: 2914.438965
	Iteration 37Q: 3 clusters Score -746140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -746141.562500 Penalty: 2914.438965
	Iteration 38Q: 3 clusters Score -746141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -746142.375000 Penalty: 2914.438965
	Iteration 39Q: 3 clusters Score -746142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -746140.500000 Penalty: 2914.438965
	Iteration 40F: 3 clusters Score -746140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -746142.437500 Penalty: 2914.438965
	Iteration 41Q: 3 clusters Score -746142.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -746144.312500 Penalty: 2914.438965
	Iteration 42Q: 3 clusters Score -746144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -746144.312500 Penalty: 2914.438965
	Iteration 43F: 3 clusters Score -746144.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Entering Unmasked Estep 
Score: -2313415.750000 Penalty: 1630.850952
	Iteration 0F: 2 clusters Score -2313416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2297992.500000 Penalty: 3261.701904
	Iteration 0F: 3 clusters Score -2297992 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2303642.500000 Penalty: 3261.701904
	Iteration 1F: 3 clusters Score -2303642 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2304073.000000 Penalty: 3261.701904
	Iteration 2F: 3 clusters Score -2304073 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2304556.000000 Penalty: 3261.701904
	Iteration 3Q: 3 clusters Score -2304556 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2305118.750000 Penalty: 3261.701904
	Iteration 4Q: 3 clusters Score -2305119 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2305835.750000 Penalty: 3261.701904
	Iteration 5F: 3 clusters Score -2305836 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2306603.000000 Penalty: 3261.701904
	Iteration 6F: 3 clusters Score -2306603 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2307444.750000 Penalty: 3261.701904
	Iteration 7F: 3 clusters Score -2307445 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2308346.250000 Penalty: 3261.701904
	Iteration 8F: 3 clusters Score -2308346 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2309145.250000 Penalty: 3261.701904
	Iteration 9F: 3 clusters Score -2309145 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2309714.500000 Penalty: 3261.701904
	Iteration 10Q: 3 clusters Score -2309714 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2310074.250000 Penalty: 3261.701904
	Iteration 11Q: 3 clusters Score -2310074 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2310317.000000 Penalty: 3261.701904
	Iteration 12Q: 3 clusters Score -2310317 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2310502.250000 Penalty: 3261.701904
	Iteration 13Q: 3 clusters Score -2310502 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2310671.000000 Penalty: 3261.701904
	Iteration 14Q: 3 clusters Score -2310671 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2310847.500000 Penalty: 3261.701904
	Iteration 15Q: 3 clusters Score -2310848 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2311003.250000 Penalty: 3261.701904
	Iteration 16Q: 3 clusters Score -2311003 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2311163.000000 Penalty: 3261.701904
	Iteration 17Q: 3 clusters Score -2311163 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2311320.750000 Penalty: 3261.701904
	Iteration 18Q: 3 clusters Score -2311321 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2311453.250000 Penalty: 3261.701904
	Iteration 19Q: 3 clusters Score -2311453 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2311588.500000 Penalty: 3261.701904
	Iteration 20F: 3 clusters Score -2311588 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2311737.250000 Penalty: 3261.701904
	Iteration 21Q: 3 clusters Score -2311737 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2311861.250000 Penalty: 3261.701904
	Iteration 22Q: 3 clusters Score -2311861 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2311988.750000 Penalty: 3261.701904
	Iteration 23Q: 3 clusters Score -2311989 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2312091.250000 Penalty: 3261.701904
	Iteration 24Q: 3 clusters Score -2312091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2312171.750000 Penalty: 3261.701904
	Iteration 25Q: 3 clusters Score -2312172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2312235.000000 Penalty: 3261.701904
	Iteration 26Q: 3 clusters Score -2312235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2312282.500000 Penalty: 3261.701904
	Iteration 27Q: 3 clusters Score -2312282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2312303.500000 Penalty: 3261.701904
	Iteration 28Q: 3 clusters Score -2312304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2312331.250000 Penalty: 3261.701904
	Iteration 29Q: 3 clusters Score -2312331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2312348.750000 Penalty: 3261.701904
	Iteration 30Q: 3 clusters Score -2312349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2312361.000000 Penalty: 3261.701904
	Iteration 31Q: 3 clusters Score -2312361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2312366.250000 Penalty: 3261.701904
	Iteration 32Q: 3 clusters Score -2312366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2312370.750000 Penalty: 3261.701904
	Iteration 33Q: 3 clusters Score -2312371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2312377.500000 Penalty: 3261.701904
	Iteration 34Q: 3 clusters Score -2312378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2312390.250000 Penalty: 3261.701904
	Iteration 35Q: 3 clusters Score -2312390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2312393.750000 Penalty: 3261.701904
	Iteration 36Q: 3 clusters Score -2312394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2312398.250000 Penalty: 3261.701904
	Iteration 37Q: 3 clusters Score -2312398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2312405.000000 Penalty: 3261.701904
	Iteration 38Q: 3 clusters Score -2312405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2312402.500000 Penalty: 3261.701904
	Iteration 39Q: 3 clusters Score -2312402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2312402.500000 Penalty: 3261.701904
	Iteration 40F: 3 clusters Score -2312402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2312405.250000 Penalty: 3261.701904
	Iteration 41Q: 3 clusters Score -2312405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2312403.500000 Penalty: 3261.701904
	Iteration 42Q: 3 clusters Score -2312404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2312402.500000 Penalty: 3261.701904
	Iteration 43Q: 3 clusters Score -2312402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2312403.250000 Penalty: 3261.701904
	Iteration 44Q: 3 clusters Score -2312403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2312401.000000 Penalty: 3261.701904
	Iteration 45Q: 3 clusters Score -2312401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2312401.000000 Penalty: 3261.701904
	Iteration 46F: 3 clusters Score -2312401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -366883.812500 Penalty: 1340.937744
	Iteration 0F: 2 clusters Score -366883.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -363665.593750 Penalty: 2681.875488
	Iteration 0F: 3 clusters Score -363665.6 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -364736.750000 Penalty: 2681.875488
	Iteration 1F: 3 clusters Score -364736.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365001.781250 Penalty: 2681.875488
	Iteration 2F: 3 clusters Score -365001.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -365203.500000 Penalty: 2681.875488
	Iteration 3F: 3 clusters Score -365203.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -365343.468750 Penalty: 2681.875488
	Iteration 4F: 3 clusters Score -365343.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -365454.656250 Penalty: 2681.875488
	Iteration 5Q: 3 clusters Score -365454.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -365554.593750 Penalty: 2681.875488
	Iteration 6Q: 3 clusters Score -365554.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -365661.312500 Penalty: 2681.875488
	Iteration 7Q: 3 clusters Score -365661.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -365771.718750 Penalty: 2681.875488
	Iteration 8Q: 3 clusters Score -365771.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -365892.406250 Penalty: 2681.875488
	Iteration 9Q: 3 clusters Score -365892.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -365965.250000 Penalty: 2681.875488
	Iteration 10Q: 3 clusters Score -365965.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -366038.062500 Penalty: 2681.875488
	Iteration 11Q: 3 clusters Score -366038.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -366106.625000 Penalty: 2681.875488
	Iteration 12Q: 3 clusters Score -366106.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -366180.781250 Penalty: 2681.875488
	Iteration 13Q: 3 clusters Score -366180.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -366238.343750 Penalty: 2681.875488
	Iteration 14Q: 3 clusters Score -366238.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -366281.093750 Penalty: 2681.875488
	Iteration 15Q: 3 clusters Score -366281.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -366313.656250 Penalty: 2681.875488
	Iteration 16Q: 3 clusters Score -366313.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -366333.750000 Penalty: 2681.875488
	Iteration 17Q: 3 clusters Score -366333.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -366344.812500 Penalty: 2681.875488
	Iteration 18Q: 3 clusters Score -366344.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -366352.281250 Penalty: 2681.875488
	Iteration 19Q: 3 clusters Score -366352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -366358.406250 Penalty: 2681.875488
	Iteration 20F: 3 clusters Score -366358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -366363.625000 Penalty: 2681.875488
	Iteration 21Q: 3 clusters Score -366363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -366367.062500 Penalty: 2681.875488
	Iteration 22Q: 3 clusters Score -366367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -366372.625000 Penalty: 2681.875488
	Iteration 23Q: 3 clusters Score -366372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -366375.437500 Penalty: 2681.875488
	Iteration 24Q: 3 clusters Score -366375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -366376.968750 Penalty: 2681.875488
	Iteration 25Q: 3 clusters Score -366377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -366377.343750 Penalty: 2681.875488
	Iteration 26Q: 3 clusters Score -366377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -366378.281250 Penalty: 2681.875488
	Iteration 27Q: 3 clusters Score -366378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -366378.281250 Penalty: 2681.875488
	Iteration 28F: 3 clusters Score -366378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Entering Unmasked Estep 
Score: -1785038.000000 Penalty: 1577.888794
	Iteration 0F: 2 clusters Score -1785038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1773676.375000 Penalty: 3155.777588
	Iteration 0F: 3 clusters Score -1773676 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1777770.250000 Penalty: 3155.777588
	Iteration 1F: 3 clusters Score -1777770 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1778017.125000 Penalty: 3155.777588
	Iteration 2Q: 3 clusters Score -1778017 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1778222.375000 Penalty: 3155.777588
	Iteration 3Q: 3 clusters Score -1778222 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1778431.875000 Penalty: 3155.777588
	Iteration 4Q: 3 clusters Score -1778432 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1778635.250000 Penalty: 3155.777588
	Iteration 5Q: 3 clusters Score -1778635 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1778824.375000 Penalty: 3155.777588
	Iteration 6Q: 3 clusters Score -1778824 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1779006.250000 Penalty: 3155.777588
	Iteration 7Q: 3 clusters Score -1779006 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1779164.000000 Penalty: 3155.777588
	Iteration 8Q: 3 clusters Score -1779164 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1779340.125000 Penalty: 3155.777588
	Iteration 9Q: 3 clusters Score -1779340 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1779562.625000 Penalty: 3155.777588
	Iteration 10Q: 3 clusters Score -1779563 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1779830.000000 Penalty: 3155.777588
	Iteration 11Q: 3 clusters Score -1779830 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1780134.250000 Penalty: 3155.777588
	Iteration 12Q: 3 clusters Score -1780134 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1780494.500000 Penalty: 3155.777588
	Iteration 13Q: 3 clusters Score -1780494 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1780930.625000 Penalty: 3155.777588
	Iteration 14Q: 3 clusters Score -1780931 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1781339.375000 Penalty: 3155.777588
	Iteration 15Q: 3 clusters Score -1781339 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1781697.500000 Penalty: 3155.777588
	Iteration 16Q: 3 clusters Score -1781698 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1781919.625000 Penalty: 3155.777588
	Iteration 17Q: 3 clusters Score -1781920 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1782091.875000 Penalty: 3155.777588
	Iteration 18Q: 3 clusters Score -1782092 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1782221.875000 Penalty: 3155.777588
	Iteration 19Q: 3 clusters Score -1782222 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1782321.375000 Penalty: 3155.777588
	Iteration 20F: 3 clusters Score -1782321 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1782405.500000 Penalty: 3155.777588
	Iteration 21Q: 3 clusters Score -1782406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1782485.375000 Penalty: 3155.777588
	Iteration 22Q: 3 clusters Score -1782485 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1782546.125000 Penalty: 3155.777588
	Iteration 23Q: 3 clusters Score -1782546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1782603.000000 Penalty: 3155.777588
	Iteration 24Q: 3 clusters Score -1782603 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1782649.500000 Penalty: 3155.777588
	Iteration 25Q: 3 clusters Score -1782650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1782688.875000 Penalty: 3155.777588
	Iteration 26Q: 3 clusters Score -1782689 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1782728.000000 Penalty: 3155.777588
	Iteration 27Q: 3 clusters Score -1782728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1782765.750000 Penalty: 3155.777588
	Iteration 28Q: 3 clusters Score -1782766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1782804.375000 Penalty: 3155.777588
	Iteration 29Q: 3 clusters Score -1782804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1782837.250000 Penalty: 3155.777588
	Iteration 30Q: 3 clusters Score -1782837 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1782893.125000 Penalty: 3155.777588
	Iteration 31Q: 3 clusters Score -1782893 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1782930.500000 Penalty: 3155.777588
	Iteration 32Q: 3 clusters Score -1782930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1782979.625000 Penalty: 3155.777588
	Iteration 33Q: 3 clusters Score -1782980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1783024.500000 Penalty: 3155.777588
	Iteration 34Q: 3 clusters Score -1783024 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1783071.000000 Penalty: 3155.777588
	Iteration 35Q: 3 clusters Score -1783071 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1783118.875000 Penalty: 3155.777588
	Iteration 36Q: 3 clusters Score -1783119 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1783154.000000 Penalty: 3155.777588
	Iteration 37Q: 3 clusters Score -1783154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1783197.625000 Penalty: 3155.777588
	Iteration 38Q: 3 clusters Score -1783198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1783244.625000 Penalty: 3155.777588
	Iteration 39Q: 3 clusters Score -1783245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1783298.625000 Penalty: 3155.777588
	Iteration 40F: 3 clusters Score -1783299 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1783340.500000 Penalty: 3155.777588
	Iteration 41Q: 3 clusters Score -1783340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1783384.875000 Penalty: 3155.777588
	Iteration 42Q: 3 clusters Score -1783385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1783426.250000 Penalty: 3155.777588
	Iteration 43Q: 3 clusters Score -1783426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1783468.125000 Penalty: 3155.777588
	Iteration 44Q: 3 clusters Score -1783468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1783496.625000 Penalty: 3155.777588
	Iteration 45Q: 3 clusters Score -1783497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1783532.500000 Penalty: 3155.777588
	Iteration 46Q: 3 clusters Score -1783532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1783564.000000 Penalty: 3155.777588
	Iteration 47Q: 3 clusters Score -1783564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1783588.750000 Penalty: 3155.777588
	Iteration 48Q: 3 clusters Score -1783589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1783609.875000 Penalty: 3155.777588
	Iteration 49Q: 3 clusters Score -1783610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1783628.000000 Penalty: 3155.777588
	Iteration 50Q: 3 clusters Score -1783628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1783644.875000 Penalty: 3155.777588
	Iteration 51Q: 3 clusters Score -1783645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1783662.250000 Penalty: 3155.777588
	Iteration 52Q: 3 clusters Score -1783662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1783673.750000 Penalty: 3155.777588
	Iteration 53Q: 3 clusters Score -1783674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1783678.250000 Penalty: 3155.777588
	Iteration 54Q: 3 clusters Score -1783678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1783681.125000 Penalty: 3155.777588
	Iteration 55Q: 3 clusters Score -1783681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1783688.500000 Penalty: 3155.777588
	Iteration 56Q: 3 clusters Score -1783688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1783692.500000 Penalty: 3155.777588
	Iteration 57Q: 3 clusters Score -1783692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1783697.000000 Penalty: 3155.777588
	Iteration 58Q: 3 clusters Score -1783697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1783700.250000 Penalty: 3155.777588
	Iteration 59Q: 3 clusters Score -1783700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1783706.875000 Penalty: 3155.777588
	Iteration 60F: 3 clusters Score -1783707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1783711.625000 Penalty: 3155.777588
	Iteration 61Q: 3 clusters Score -1783712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1783723.000000 Penalty: 3155.777588
	Iteration 62Q: 3 clusters Score -1783723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1783729.875000 Penalty: 3155.777588
	Iteration 63Q: 3 clusters Score -1783730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1783736.500000 Penalty: 3155.777588
	Iteration 64Q: 3 clusters Score -1783736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1783741.875000 Penalty: 3155.777588
	Iteration 65Q: 3 clusters Score -1783742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1783744.375000 Penalty: 3155.777588
	Iteration 66Q: 3 clusters Score -1783744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1783744.500000 Penalty: 3155.777588
	Iteration 67Q: 3 clusters Score -1783744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1783746.875000 Penalty: 3155.777588
	Iteration 68Q: 3 clusters Score -1783747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1783751.375000 Penalty: 3155.777588
	Iteration 69Q: 3 clusters Score -1783751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1783753.750000 Penalty: 3155.777588
	Iteration 70Q: 3 clusters Score -1783754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1783751.750000 Penalty: 3155.777588
	Iteration 71Q: 3 clusters Score -1783752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1783753.500000 Penalty: 3155.777588
	Iteration 72Q: 3 clusters Score -1783754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1783753.750000 Penalty: 3155.777588
	Iteration 73Q: 3 clusters Score -1783754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1783753.750000 Penalty: 3155.777588
	Iteration 74F: 3 clusters Score -1783754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -532027.750000 Penalty: 1396.429688
	Iteration 0F: 2 clusters Score -532027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -527858.375000 Penalty: 2792.859375
	Iteration 0F: 3 clusters Score -527858.4 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -529134.250000 Penalty: 2792.859375
	Iteration 1F: 3 clusters Score -529134.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -529498.062500 Penalty: 2792.859375
	Iteration 2F: 3 clusters Score -529498.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -529908.000000 Penalty: 2792.859375
	Iteration 3F: 3 clusters Score -529908 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -530292.125000 Penalty: 2792.859375
	Iteration 4F: 3 clusters Score -530292.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -530620.687500 Penalty: 2792.859375
	Iteration 5F: 3 clusters Score -530620.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -530878.312500 Penalty: 2792.859375
	Iteration 6F: 3 clusters Score -530878.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -531043.875000 Penalty: 2792.859375
	Iteration 7Q: 3 clusters Score -531043.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -531166.062500 Penalty: 2792.859375
	Iteration 8Q: 3 clusters Score -531166.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -531232.250000 Penalty: 2792.859375
	Iteration 9Q: 3 clusters Score -531232.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -531277.312500 Penalty: 2792.859375
	Iteration 10Q: 3 clusters Score -531277.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -531308.500000 Penalty: 2792.859375
	Iteration 11Q: 3 clusters Score -531308.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -531332.062500 Penalty: 2792.859375
	Iteration 12Q: 3 clusters Score -531332.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -531350.812500 Penalty: 2792.859375
	Iteration 13Q: 3 clusters Score -531350.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -531362.375000 Penalty: 2792.859375
	Iteration 14Q: 3 clusters Score -531362.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -531367.875000 Penalty: 2792.859375
	Iteration 15Q: 3 clusters Score -531367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -531370.812500 Penalty: 2792.859375
	Iteration 16Q: 3 clusters Score -531370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -531375.625000 Penalty: 2792.859375
	Iteration 17Q: 3 clusters Score -531375.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -531377.625000 Penalty: 2792.859375
	Iteration 18Q: 3 clusters Score -531377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -531380.875000 Penalty: 2792.859375
	Iteration 19Q: 3 clusters Score -531380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -531383.187500 Penalty: 2792.859375
	Iteration 20F: 3 clusters Score -531383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -531385.562500 Penalty: 2792.859375
	Iteration 21Q: 3 clusters Score -531385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -531389.500000 Penalty: 2792.859375
	Iteration 22Q: 3 clusters Score -531389.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -531391.375000 Penalty: 2792.859375
	Iteration 23Q: 3 clusters Score -531391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -531393.500000 Penalty: 2792.859375
	Iteration 24Q: 3 clusters Score -531393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -531395.375000 Penalty: 2792.859375
	Iteration 25Q: 3 clusters Score -531395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -531398.750000 Penalty: 2792.859375
	Iteration 26Q: 3 clusters Score -531398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -531402.312500 Penalty: 2792.859375
	Iteration 27Q: 3 clusters Score -531402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -531405.375000 Penalty: 2792.859375
	Iteration 28Q: 3 clusters Score -531405.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -531410.250000 Penalty: 2792.859375
	Iteration 29Q: 3 clusters Score -531410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -531412.812500 Penalty: 2792.859375
	Iteration 30Q: 3 clusters Score -531412.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -531417.625000 Penalty: 2792.859375
	Iteration 31Q: 3 clusters Score -531417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -531422.750000 Penalty: 2792.859375
	Iteration 32Q: 3 clusters Score -531422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -531426.562500 Penalty: 2792.859375
	Iteration 33Q: 3 clusters Score -531426.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -531433.125000 Penalty: 2792.859375
	Iteration 34Q: 3 clusters Score -531433.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -531438.750000 Penalty: 2792.859375
	Iteration 35Q: 3 clusters Score -531438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -531442.625000 Penalty: 2792.859375
	Iteration 36Q: 3 clusters Score -531442.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -531445.937500 Penalty: 2792.859375
	Iteration 37Q: 3 clusters Score -531445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -531450.250000 Penalty: 2792.859375
	Iteration 38Q: 3 clusters Score -531450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -531454.000000 Penalty: 2792.859375
	Iteration 39Q: 3 clusters Score -531454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -531460.000000 Penalty: 2792.859375
	Iteration 40F: 3 clusters Score -531460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -531464.250000 Penalty: 2792.859375
	Iteration 41Q: 3 clusters Score -531464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -531466.875000 Penalty: 2792.859375
	Iteration 42Q: 3 clusters Score -531466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -531470.250000 Penalty: 2792.859375
	Iteration 43Q: 3 clusters Score -531470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -531477.000000 Penalty: 2792.859375
	Iteration 44Q: 3 clusters Score -531477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -531482.875000 Penalty: 2792.859375
	Iteration 45Q: 3 clusters Score -531482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -531489.187500 Penalty: 2792.859375
	Iteration 46Q: 3 clusters Score -531489.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -531496.437500 Penalty: 2792.859375
	Iteration 47Q: 3 clusters Score -531496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -531499.875000 Penalty: 2792.859375
	Iteration 48Q: 3 clusters Score -531499.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -531501.750000 Penalty: 2792.859375
	Iteration 49Q: 3 clusters Score -531501.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -531507.000000 Penalty: 2792.859375
	Iteration 50Q: 3 clusters Score -531507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -531507.250000 Penalty: 2792.859375
	Iteration 51Q: 3 clusters Score -531507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -531509.062500 Penalty: 2792.859375
	Iteration 52Q: 3 clusters Score -531509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -531508.062500 Penalty: 2792.859375
	Iteration 53Q: 3 clusters Score -531508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -531509.250000 Penalty: 2792.859375
	Iteration 54Q: 3 clusters Score -531509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -531509.250000 Penalty: 2792.859375
	Iteration 55Q: 3 clusters Score -531509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -531509.250000 Penalty: 2792.859375
	Iteration 56Q: 3 clusters Score -531509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -531509.250000 Penalty: 2792.859375
	Iteration 57F: 3 clusters Score -531509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -1696705.875000 Penalty: 1589.546997
	Iteration 0F: 2 clusters Score -1696706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1684478.875000 Penalty: 3179.093994
	Iteration 0F: 3 clusters Score -1684479 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1689176.500000 Penalty: 3179.093994
	Iteration 1F: 3 clusters Score -1689176 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1689776.625000 Penalty: 3179.093994
	Iteration 2F: 3 clusters Score -1689777 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1690289.125000 Penalty: 3179.093994
	Iteration 3F: 3 clusters Score -1690289 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1690796.750000 Penalty: 3179.093994
	Iteration 4F: 3 clusters Score -1690797 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1691296.625000 Penalty: 3179.093994
	Iteration 5F: 3 clusters Score -1691297 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1691777.875000 Penalty: 3179.093994
	Iteration 6Q: 3 clusters Score -1691778 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1692252.375000 Penalty: 3179.093994
	Iteration 7Q: 3 clusters Score -1692252 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1692670.250000 Penalty: 3179.093994
	Iteration 8Q: 3 clusters Score -1692670 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1692990.500000 Penalty: 3179.093994
	Iteration 9Q: 3 clusters Score -1692990 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1693283.750000 Penalty: 3179.093994
	Iteration 10Q: 3 clusters Score -1693284 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1693508.000000 Penalty: 3179.093994
	Iteration 11Q: 3 clusters Score -1693508 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1693683.750000 Penalty: 3179.093994
	Iteration 12Q: 3 clusters Score -1693684 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1693842.500000 Penalty: 3179.093994
	Iteration 13Q: 3 clusters Score -1693842 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1694021.500000 Penalty: 3179.093994
	Iteration 14Q: 3 clusters Score -1694022 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1694247.500000 Penalty: 3179.093994
	Iteration 15Q: 3 clusters Score -1694248 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1694515.750000 Penalty: 3179.093994
	Iteration 16Q: 3 clusters Score -1694516 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1694801.500000 Penalty: 3179.093994
	Iteration 17Q: 3 clusters Score -1694802 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1695055.250000 Penalty: 3179.093994
	Iteration 18Q: 3 clusters Score -1695055 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1695260.875000 Penalty: 3179.093994
	Iteration 19Q: 3 clusters Score -1695261 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1695397.875000 Penalty: 3179.093994
	Iteration 20F: 3 clusters Score -1695398 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1695524.000000 Penalty: 3179.093994
	Iteration 21Q: 3 clusters Score -1695524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1695637.750000 Penalty: 3179.093994
	Iteration 22Q: 3 clusters Score -1695638 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1695730.625000 Penalty: 3179.093994
	Iteration 23Q: 3 clusters Score -1695731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1695795.125000 Penalty: 3179.093994
	Iteration 24Q: 3 clusters Score -1695795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1695853.500000 Penalty: 3179.093994
	Iteration 25Q: 3 clusters Score -1695854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1695893.000000 Penalty: 3179.093994
	Iteration 26Q: 3 clusters Score -1695893 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1695921.125000 Penalty: 3179.093994
	Iteration 27Q: 3 clusters Score -1695921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1695942.000000 Penalty: 3179.093994
	Iteration 28Q: 3 clusters Score -1695942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1695958.250000 Penalty: 3179.093994
	Iteration 29Q: 3 clusters Score -1695958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1695973.625000 Penalty: 3179.093994
	Iteration 30Q: 3 clusters Score -1695974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1695989.375000 Penalty: 3179.093994
	Iteration 31Q: 3 clusters Score -1695989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1696001.375000 Penalty: 3179.093994
	Iteration 32Q: 3 clusters Score -1696001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1696006.750000 Penalty: 3179.093994
	Iteration 33Q: 3 clusters Score -1696007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1696013.750000 Penalty: 3179.093994
	Iteration 34Q: 3 clusters Score -1696014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1696022.125000 Penalty: 3179.093994
	Iteration 35Q: 3 clusters Score -1696022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1696026.125000 Penalty: 3179.093994
	Iteration 36Q: 3 clusters Score -1696026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1696033.625000 Penalty: 3179.093994
	Iteration 37Q: 3 clusters Score -1696034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1696042.375000 Penalty: 3179.093994
	Iteration 38Q: 3 clusters Score -1696042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1696053.375000 Penalty: 3179.093994
	Iteration 39Q: 3 clusters Score -1696053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1696058.500000 Penalty: 3179.093994
	Iteration 40F: 3 clusters Score -1696058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1696062.625000 Penalty: 3179.093994
	Iteration 41Q: 3 clusters Score -1696063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1696077.375000 Penalty: 3179.093994
	Iteration 42Q: 3 clusters Score -1696077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1696083.375000 Penalty: 3179.093994
	Iteration 43Q: 3 clusters Score -1696083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1696093.750000 Penalty: 3179.093994
	Iteration 44Q: 3 clusters Score -1696094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1696096.750000 Penalty: 3179.093994
	Iteration 45Q: 3 clusters Score -1696097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1696098.375000 Penalty: 3179.093994
	Iteration 46Q: 3 clusters Score -1696098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1696102.500000 Penalty: 3179.093994
	Iteration 47Q: 3 clusters Score -1696102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1696105.375000 Penalty: 3179.093994
	Iteration 48Q: 3 clusters Score -1696105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1696103.625000 Penalty: 3179.093994
	Iteration 49Q: 3 clusters Score -1696104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1696106.500000 Penalty: 3179.093994
	Iteration 50Q: 3 clusters Score -1696106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1696105.875000 Penalty: 3179.093994
	Iteration 51Q: 3 clusters Score -1696106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1696108.125000 Penalty: 3179.093994
	Iteration 52Q: 3 clusters Score -1696108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1696112.000000 Penalty: 3179.093994
	Iteration 53Q: 3 clusters Score -1696112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1696111.250000 Penalty: 3179.093994
	Iteration 54Q: 3 clusters Score -1696111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1696111.000000 Penalty: 3179.093994
	Iteration 55Q: 3 clusters Score -1696111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1696116.250000 Penalty: 3179.093994
	Iteration 56Q: 3 clusters Score -1696116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1696119.125000 Penalty: 3179.093994
	Iteration 57Q: 3 clusters Score -1696119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1696115.875000 Penalty: 3179.093994
	Iteration 58Q: 3 clusters Score -1696116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1696117.250000 Penalty: 3179.093994
	Iteration 59Q: 3 clusters Score -1696117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1696118.375000 Penalty: 3179.093994
	Iteration 60F: 3 clusters Score -1696118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1696121.000000 Penalty: 3179.093994
	Iteration 61Q: 3 clusters Score -1696121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1696121.000000 Penalty: 3179.093994
	Iteration 62Q: 3 clusters Score -1696121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1696122.875000 Penalty: 3179.093994
	Iteration 63Q: 3 clusters Score -1696123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1696121.000000 Penalty: 3179.093994
	Iteration 64Q: 3 clusters Score -1696121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1696121.000000 Penalty: 3179.093994
	Iteration 65F: 3 clusters Score -1696121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Entering Unmasked Estep 
Score: -775125.812500 Penalty: 1445.205566
	Iteration 0F: 2 clusters Score -775125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -769727.875000 Penalty: 2890.411133
	Iteration 0F: 3 clusters Score -769727.9 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -771327.125000 Penalty: 2890.411133
	Iteration 1F: 3 clusters Score -771327.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -771671.750000 Penalty: 2890.411133
	Iteration 2F: 3 clusters Score -771671.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -772062.750000 Penalty: 2890.411133
	Iteration 3F: 3 clusters Score -772062.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -772517.000000 Penalty: 2890.411133
	Iteration 4F: 3 clusters Score -772517 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -773029.812500 Penalty: 2890.411133
	Iteration 5F: 3 clusters Score -773029.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -773475.187500 Penalty: 2890.411133
	Iteration 6F: 3 clusters Score -773475.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -773832.000000 Penalty: 2890.411133
	Iteration 7F: 3 clusters Score -773832 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -774076.312500 Penalty: 2890.411133
	Iteration 8Q: 3 clusters Score -774076.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -774212.437500 Penalty: 2890.411133
	Iteration 9Q: 3 clusters Score -774212.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -774308.500000 Penalty: 2890.411133
	Iteration 10Q: 3 clusters Score -774308.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -774366.437500 Penalty: 2890.411133
	Iteration 11Q: 3 clusters Score -774366.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -774416.312500 Penalty: 2890.411133
	Iteration 12Q: 3 clusters Score -774416.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -774462.875000 Penalty: 2890.411133
	Iteration 13Q: 3 clusters Score -774462.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -774493.562500 Penalty: 2890.411133
	Iteration 14Q: 3 clusters Score -774493.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -774520.562500 Penalty: 2890.411133
	Iteration 15Q: 3 clusters Score -774520.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -774535.562500 Penalty: 2890.411133
	Iteration 16Q: 3 clusters Score -774535.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -774544.625000 Penalty: 2890.411133
	Iteration 17Q: 3 clusters Score -774544.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -774550.062500 Penalty: 2890.411133
	Iteration 18Q: 3 clusters Score -774550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -774554.687500 Penalty: 2890.411133
	Iteration 19Q: 3 clusters Score -774554.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -774559.437500 Penalty: 2890.411133
	Iteration 20F: 3 clusters Score -774559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -774562.937500 Penalty: 2890.411133
	Iteration 21Q: 3 clusters Score -774562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -774564.562500 Penalty: 2890.411133
	Iteration 22Q: 3 clusters Score -774564.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -774564.625000 Penalty: 2890.411133
	Iteration 23Q: 3 clusters Score -774564.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -774570.875000 Penalty: 2890.411133
	Iteration 24Q: 3 clusters Score -774570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -774571.875000 Penalty: 2890.411133
	Iteration 25Q: 3 clusters Score -774571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -774574.437500 Penalty: 2890.411133
	Iteration 26Q: 3 clusters Score -774574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -774577.125000 Penalty: 2890.411133
	Iteration 27Q: 3 clusters Score -774577.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -774577.250000 Penalty: 2890.411133
	Iteration 28Q: 3 clusters Score -774577.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -774580.875000 Penalty: 2890.411133
	Iteration 29Q: 3 clusters Score -774580.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -774582.625000 Penalty: 2890.411133
	Iteration 30Q: 3 clusters Score -774582.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -774583.000000 Penalty: 2890.411133
	Iteration 31Q: 3 clusters Score -774583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -774585.937500 Penalty: 2890.411133
	Iteration 32Q: 3 clusters Score -774585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -774587.437500 Penalty: 2890.411133
	Iteration 33Q: 3 clusters Score -774587.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -774588.437500 Penalty: 2890.411133
	Iteration 34Q: 3 clusters Score -774588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -774589.812500 Penalty: 2890.411133
	Iteration 35Q: 3 clusters Score -774589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -774592.437500 Penalty: 2890.411133
	Iteration 36Q: 3 clusters Score -774592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -774592.375000 Penalty: 2890.411133
	Iteration 37Q: 3 clusters Score -774592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -774593.250000 Penalty: 2890.411133
	Iteration 38Q: 3 clusters Score -774593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -774595.937500 Penalty: 2890.411133
	Iteration 39Q: 3 clusters Score -774595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -774598.437500 Penalty: 2890.411133
	Iteration 40F: 3 clusters Score -774598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -774597.062500 Penalty: 2890.411133
	Iteration 41Q: 3 clusters Score -774597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -774600.125000 Penalty: 2890.411133
	Iteration 42Q: 3 clusters Score -774600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -774602.125000 Penalty: 2890.411133
	Iteration 43Q: 3 clusters Score -774602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -774603.000000 Penalty: 2890.411133
	Iteration 44Q: 3 clusters Score -774603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -774601.750000 Penalty: 2890.411133
	Iteration 45Q: 3 clusters Score -774601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -774603.125000 Penalty: 2890.411133
	Iteration 46Q: 3 clusters Score -774603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -774604.625000 Penalty: 2890.411133
	Iteration 47Q: 3 clusters Score -774604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -774606.187500 Penalty: 2890.411133
	Iteration 48Q: 3 clusters Score -774606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -774606.500000 Penalty: 2890.411133
	Iteration 49Q: 3 clusters Score -774606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -774606.500000 Penalty: 2890.411133
	Iteration 50F: 3 clusters Score -774606.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Entering Unmasked Estep 
Score: -3069841.250000 Penalty: 1672.853394
	Iteration 0F: 2 clusters Score -3069841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3049924.000000 Penalty: 3345.706787
	Iteration 0F: 3 clusters Score -3049924 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3057960.250000 Penalty: 3345.706787
	Iteration 1F: 3 clusters Score -3057960 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3058798.250000 Penalty: 3345.706787
	Iteration 2F: 3 clusters Score -3058798 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3059650.250000 Penalty: 3345.706787
	Iteration 3F: 3 clusters Score -3059650 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3060507.500000 Penalty: 3345.706787
	Iteration 4F: 3 clusters Score -3060508 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3061341.250000 Penalty: 3345.706787
	Iteration 5F: 3 clusters Score -3061341 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3062195.250000 Penalty: 3345.706787
	Iteration 6F: 3 clusters Score -3062195 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3063054.500000 Penalty: 3345.706787
	Iteration 7F: 3 clusters Score -3063054 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3063795.500000 Penalty: 3345.706787
	Iteration 8Q: 3 clusters Score -3063796 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3064317.000000 Penalty: 3345.706787
	Iteration 9Q: 3 clusters Score -3064317 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3064623.250000 Penalty: 3345.706787
	Iteration 10Q: 3 clusters Score -3064623 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3064761.250000 Penalty: 3345.706787
	Iteration 11Q: 3 clusters Score -3064761 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3064857.000000 Penalty: 3345.706787
	Iteration 12Q: 3 clusters Score -3064857 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3064930.500000 Penalty: 3345.706787
	Iteration 13Q: 3 clusters Score -3064930 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3065009.250000 Penalty: 3345.706787
	Iteration 14Q: 3 clusters Score -3065009 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3065107.000000 Penalty: 3345.706787
	Iteration 15Q: 3 clusters Score -3065107 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3065199.500000 Penalty: 3345.706787
	Iteration 16Q: 3 clusters Score -3065200 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3065312.000000 Penalty: 3345.706787
	Iteration 17Q: 3 clusters Score -3065312 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3065430.500000 Penalty: 3345.706787
	Iteration 18Q: 3 clusters Score -3065430 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3065560.000000 Penalty: 3345.706787
	Iteration 19Q: 3 clusters Score -3065560 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3065685.000000 Penalty: 3345.706787
	Iteration 20F: 3 clusters Score -3065685 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3065810.000000 Penalty: 3345.706787
	Iteration 21Q: 3 clusters Score -3065810 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3065963.750000 Penalty: 3345.706787
	Iteration 22Q: 3 clusters Score -3065964 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3066168.750000 Penalty: 3345.706787
	Iteration 23Q: 3 clusters Score -3066169 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3066378.250000 Penalty: 3345.706787
	Iteration 24Q: 3 clusters Score -3066378 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3066592.000000 Penalty: 3345.706787
	Iteration 25Q: 3 clusters Score -3066592 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3066804.000000 Penalty: 3345.706787
	Iteration 26Q: 3 clusters Score -3066804 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3067015.250000 Penalty: 3345.706787
	Iteration 27Q: 3 clusters Score -3067015 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3067248.250000 Penalty: 3345.706787
	Iteration 28Q: 3 clusters Score -3067248 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3067473.750000 Penalty: 3345.706787
	Iteration 29Q: 3 clusters Score -3067474 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3067665.250000 Penalty: 3345.706787
	Iteration 30Q: 3 clusters Score -3067665 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3067836.250000 Penalty: 3345.706787
	Iteration 31Q: 3 clusters Score -3067836 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3067963.000000 Penalty: 3345.706787
	Iteration 32Q: 3 clusters Score -3067963 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3068072.500000 Penalty: 3345.706787
	Iteration 33Q: 3 clusters Score -3068072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3068179.000000 Penalty: 3345.706787
	Iteration 34Q: 3 clusters Score -3068179 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3068251.500000 Penalty: 3345.706787
	Iteration 35Q: 3 clusters Score -3068252 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3068316.500000 Penalty: 3345.706787
	Iteration 36Q: 3 clusters Score -3068316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3068382.750000 Penalty: 3345.706787
	Iteration 37Q: 3 clusters Score -3068383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3068429.000000 Penalty: 3345.706787
	Iteration 38Q: 3 clusters Score -3068429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3068445.000000 Penalty: 3345.706787
	Iteration 39Q: 3 clusters Score -3068445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3068464.500000 Penalty: 3345.706787
	Iteration 40F: 3 clusters Score -3068464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3068471.000000 Penalty: 3345.706787
	Iteration 41Q: 3 clusters Score -3068471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3068482.000000 Penalty: 3345.706787
	Iteration 42Q: 3 clusters Score -3068482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3068492.000000 Penalty: 3345.706787
	Iteration 43Q: 3 clusters Score -3068492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3068511.500000 Penalty: 3345.706787
	Iteration 44Q: 3 clusters Score -3068512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3068515.250000 Penalty: 3345.706787
	Iteration 45Q: 3 clusters Score -3068515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3068525.000000 Penalty: 3345.706787
	Iteration 46Q: 3 clusters Score -3068525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3068533.000000 Penalty: 3345.706787
	Iteration 47Q: 3 clusters Score -3068533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3068541.000000 Penalty: 3345.706787
	Iteration 48Q: 3 clusters Score -3068541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3068541.250000 Penalty: 3345.706787
	Iteration 49Q: 3 clusters Score -3068541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3068545.500000 Penalty: 3345.706787
	Iteration 50Q: 3 clusters Score -3068546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3068553.500000 Penalty: 3345.706787
	Iteration 51Q: 3 clusters Score -3068554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3068558.500000 Penalty: 3345.706787
	Iteration 52Q: 3 clusters Score -3068558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3068572.750000 Penalty: 3345.706787
	Iteration 53Q: 3 clusters Score -3068573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3068577.750000 Penalty: 3345.706787
	Iteration 54Q: 3 clusters Score -3068578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3068583.000000 Penalty: 3345.706787
	Iteration 55Q: 3 clusters Score -3068583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3068592.250000 Penalty: 3345.706787
	Iteration 56Q: 3 clusters Score -3068592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3068597.750000 Penalty: 3345.706787
	Iteration 57Q: 3 clusters Score -3068598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3068601.750000 Penalty: 3345.706787
	Iteration 58Q: 3 clusters Score -3068602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3068604.500000 Penalty: 3345.706787
	Iteration 59Q: 3 clusters Score -3068604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3068615.750000 Penalty: 3345.706787
	Iteration 60F: 3 clusters Score -3068616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3068617.750000 Penalty: 3345.706787
	Iteration 61Q: 3 clusters Score -3068618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3068618.250000 Penalty: 3345.706787
	Iteration 62Q: 3 clusters Score -3068618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3068618.250000 Penalty: 3345.706787
	Iteration 63Q: 3 clusters Score -3068618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3068615.500000 Penalty: 3345.706787
	Iteration 64Q: 3 clusters Score -3068616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3068620.500000 Penalty: 3345.706787
	Iteration 65Q: 3 clusters Score -3068620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3068623.500000 Penalty: 3345.706787
	Iteration 66Q: 3 clusters Score -3068624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3068625.500000 Penalty: 3345.706787
	Iteration 67Q: 3 clusters Score -3068626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3068624.000000 Penalty: 3345.706787
	Iteration 68Q: 3 clusters Score -3068624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3068624.000000 Penalty: 3345.706787
	Iteration 69F: 3 clusters Score -3068624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (103852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Entering Unmasked Estep 
Score: -10901931.000000 Penalty: 1876.992310
	Iteration 0F: 2 clusters Score -1.090193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -10832726.000000 Penalty: 3753.984619
	Iteration 0F: 3 clusters Score -1.083273e+07 nChanged 49393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -10861282.000000 Penalty: 3753.984619
	Iteration 1F: 3 clusters Score -1.086128e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -10861817.000000 Penalty: 3753.984619
	Iteration 2Q: 3 clusters Score -1.086182e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -10862480.000000 Penalty: 3753.984619
	Iteration 3Q: 3 clusters Score -1.086248e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -10863406.000000 Penalty: 3753.984619
	Iteration 4Q: 3 clusters Score -1.086341e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -10864684.000000 Penalty: 3753.984619
	Iteration 5Q: 3 clusters Score -1.086468e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -10866340.000000 Penalty: 3753.984619
	Iteration 6Q: 3 clusters Score -1.086634e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -10868549.000000 Penalty: 3753.984619
	Iteration 7Q: 3 clusters Score -1.086855e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -10871594.000000 Penalty: 3753.984619
	Iteration 8F: 3 clusters Score -1.087159e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -10875308.000000 Penalty: 3753.984619
	Iteration 9F: 3 clusters Score -1.087531e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -10879379.000000 Penalty: 3753.984619
	Iteration 10F: 3 clusters Score -1.087938e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -10883227.000000 Penalty: 3753.984619
	Iteration 11F: 3 clusters Score -1.088323e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -10886621.000000 Penalty: 3753.984619
	Iteration 12Q: 3 clusters Score -1.088662e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -10889088.000000 Penalty: 3753.984619
	Iteration 13Q: 3 clusters Score -1.088909e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -10890982.000000 Penalty: 3753.984619
	Iteration 14Q: 3 clusters Score -1.089098e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -10892243.000000 Penalty: 3753.984619
	Iteration 15Q: 3 clusters Score -1.089224e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -10893379.000000 Penalty: 3753.984619
	Iteration 16Q: 3 clusters Score -1.089338e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -10894387.000000 Penalty: 3753.984619
	Iteration 17Q: 3 clusters Score -1.089439e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -10895251.000000 Penalty: 3753.984619
	Iteration 18Q: 3 clusters Score -1.089525e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -10896056.000000 Penalty: 3753.984619
	Iteration 19Q: 3 clusters Score -1.089606e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -10896777.000000 Penalty: 3753.984619
	Iteration 20F: 3 clusters Score -1.089678e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -10897509.000000 Penalty: 3753.984619
	Iteration 21Q: 3 clusters Score -1.089751e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -10898065.000000 Penalty: 3753.984619
	Iteration 22Q: 3 clusters Score -1.089806e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -10898538.000000 Penalty: 3753.984619
	Iteration 23Q: 3 clusters Score -1.089854e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -10898857.000000 Penalty: 3753.984619
	Iteration 24Q: 3 clusters Score -1.089886e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10899190.000000 Penalty: 3753.984619
	Iteration 25Q: 3 clusters Score -1.089919e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10899419.000000 Penalty: 3753.984619
	Iteration 26Q: 3 clusters Score -1.089942e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10899624.000000 Penalty: 3753.984619
	Iteration 27Q: 3 clusters Score -1.089962e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10899793.000000 Penalty: 3753.984619
	Iteration 28Q: 3 clusters Score -1.089979e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10899949.000000 Penalty: 3753.984619
	Iteration 29Q: 3 clusters Score -1.089995e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10900037.000000 Penalty: 3753.984619
	Iteration 30Q: 3 clusters Score -1.090004e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10900131.000000 Penalty: 3753.984619
	Iteration 31Q: 3 clusters Score -1.090013e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10900180.000000 Penalty: 3753.984619
	Iteration 32Q: 3 clusters Score -1.090018e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10900230.000000 Penalty: 3753.984619
	Iteration 33Q: 3 clusters Score -1.090023e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10900244.000000 Penalty: 3753.984619
	Iteration 34Q: 3 clusters Score -1.090024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10900271.000000 Penalty: 3753.984619
	Iteration 35Q: 3 clusters Score -1.090027e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10900309.000000 Penalty: 3753.984619
	Iteration 36Q: 3 clusters Score -1.090031e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10900324.000000 Penalty: 3753.984619
	Iteration 37Q: 3 clusters Score -1.090032e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10900349.000000 Penalty: 3753.984619
	Iteration 38Q: 3 clusters Score -1.090035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10900350.000000 Penalty: 3753.984619
	Iteration 39Q: 3 clusters Score -1.090035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10900368.000000 Penalty: 3753.984619
	Iteration 40F: 3 clusters Score -1.090037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10900384.000000 Penalty: 3753.984619
	Iteration 41Q: 3 clusters Score -1.090038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10900397.000000 Penalty: 3753.984619
	Iteration 42Q: 3 clusters Score -1.09004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10900399.000000 Penalty: 3753.984619
	Iteration 43Q: 3 clusters Score -1.09004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10900413.000000 Penalty: 3753.984619
	Iteration 44Q: 3 clusters Score -1.090041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10900424.000000 Penalty: 3753.984619
	Iteration 45Q: 3 clusters Score -1.090042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10900417.000000 Penalty: 3753.984619
	Iteration 46Q: 3 clusters Score -1.090042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10900424.000000 Penalty: 3753.984619
	Iteration 47Q: 3 clusters Score -1.090042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10900419.000000 Penalty: 3753.984619
	Iteration 48Q: 3 clusters Score -1.090042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10900417.000000 Penalty: 3753.984619
	Iteration 49Q: 3 clusters Score -1.090042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10900414.000000 Penalty: 3753.984619
	Iteration 50Q: 3 clusters Score -1.090041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10900410.000000 Penalty: 3753.984619
	Iteration 51Q: 3 clusters Score -1.090041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10900413.000000 Penalty: 3753.984619
	Iteration 52Q: 3 clusters Score -1.090041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10900420.000000 Penalty: 3753.984619
	Iteration 53Q: 3 clusters Score -1.090042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10900420.000000 Penalty: 3753.984619
	Iteration 54Q: 3 clusters Score -1.090042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10900423.000000 Penalty: 3753.984619
	Iteration 55Q: 3 clusters Score -1.090042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10900412.000000 Penalty: 3753.984619
	Iteration 56Q: 3 clusters Score -1.090041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10900425.000000 Penalty: 3753.984619
	Iteration 57Q: 3 clusters Score -1.090042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10900421.000000 Penalty: 3753.984619
	Iteration 58Q: 3 clusters Score -1.090042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10900428.000000 Penalty: 3753.984619
	Iteration 59Q: 3 clusters Score -1.090043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10900432.000000 Penalty: 3753.984619
	Iteration 60F: 3 clusters Score -1.090043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10900435.000000 Penalty: 3753.984619
	Iteration 61Q: 3 clusters Score -1.090044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10900426.000000 Penalty: 3753.984619
	Iteration 62Q: 3 clusters Score -1.090043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10900429.000000 Penalty: 3753.984619
	Iteration 63Q: 3 clusters Score -1.090043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10900436.000000 Penalty: 3753.984619
	Iteration 64Q: 3 clusters Score -1.090044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10900431.000000 Penalty: 3753.984619
	Iteration 65Q: 3 clusters Score -1.090043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10900432.000000 Penalty: 3753.984619
	Iteration 66Q: 3 clusters Score -1.090043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10900431.000000 Penalty: 3753.984619
	Iteration 67Q: 3 clusters Score -1.090043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10900427.000000 Penalty: 3753.984619
	Iteration 68Q: 3 clusters Score -1.090043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10900432.000000 Penalty: 3753.984619
	Iteration 69Q: 3 clusters Score -1.090043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10900432.000000 Penalty: 3753.984619
	Iteration 70F: 3 clusters Score -1.090043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Entering Unmasked Estep 
Score: -3072168.500000 Penalty: 1686.916626
	Iteration 0F: 2 clusters Score -3072168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3050645.250000 Penalty: 3373.833252
	Iteration 0F: 3 clusters Score -3050645 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3059739.750000 Penalty: 3373.833252
	Iteration 1F: 3 clusters Score -3059740 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3060955.000000 Penalty: 3373.833252
	Iteration 2F: 3 clusters Score -3060955 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3062144.750000 Penalty: 3373.833252
	Iteration 3F: 3 clusters Score -3062145 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3063330.500000 Penalty: 3373.833252
	Iteration 4F: 3 clusters Score -3063330 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3064386.750000 Penalty: 3373.833252
	Iteration 5F: 3 clusters Score -3064387 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3065317.750000 Penalty: 3373.833252
	Iteration 6F: 3 clusters Score -3065318 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3066121.750000 Penalty: 3373.833252
	Iteration 7Q: 3 clusters Score -3066122 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3066843.500000 Penalty: 3373.833252
	Iteration 8Q: 3 clusters Score -3066844 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3067562.250000 Penalty: 3373.833252
	Iteration 9Q: 3 clusters Score -3067562 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3068277.000000 Penalty: 3373.833252
	Iteration 10Q: 3 clusters Score -3068277 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3068846.750000 Penalty: 3373.833252
	Iteration 11Q: 3 clusters Score -3068847 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3069343.750000 Penalty: 3373.833252
	Iteration 12Q: 3 clusters Score -3069344 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3069747.000000 Penalty: 3373.833252
	Iteration 13Q: 3 clusters Score -3069747 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3070119.250000 Penalty: 3373.833252
	Iteration 14Q: 3 clusters Score -3070119 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3070412.750000 Penalty: 3373.833252
	Iteration 15Q: 3 clusters Score -3070413 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3070621.000000 Penalty: 3373.833252
	Iteration 16Q: 3 clusters Score -3070621 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3070755.500000 Penalty: 3373.833252
	Iteration 17Q: 3 clusters Score -3070756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3070832.250000 Penalty: 3373.833252
	Iteration 18Q: 3 clusters Score -3070832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3070897.250000 Penalty: 3373.833252
	Iteration 19Q: 3 clusters Score -3070897 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3070946.500000 Penalty: 3373.833252
	Iteration 20F: 3 clusters Score -3070946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3070994.250000 Penalty: 3373.833252
	Iteration 21Q: 3 clusters Score -3070994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3071028.250000 Penalty: 3373.833252
	Iteration 22Q: 3 clusters Score -3071028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3071054.750000 Penalty: 3373.833252
	Iteration 23Q: 3 clusters Score -3071055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3071082.500000 Penalty: 3373.833252
	Iteration 24Q: 3 clusters Score -3071082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3071096.250000 Penalty: 3373.833252
	Iteration 25Q: 3 clusters Score -3071096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3071111.250000 Penalty: 3373.833252
	Iteration 26Q: 3 clusters Score -3071111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3071127.250000 Penalty: 3373.833252
	Iteration 27Q: 3 clusters Score -3071127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3071128.750000 Penalty: 3373.833252
	Iteration 28Q: 3 clusters Score -3071129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3071133.750000 Penalty: 3373.833252
	Iteration 29Q: 3 clusters Score -3071134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3071136.250000 Penalty: 3373.833252
	Iteration 30Q: 3 clusters Score -3071136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3071143.000000 Penalty: 3373.833252
	Iteration 31Q: 3 clusters Score -3071143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3071145.750000 Penalty: 3373.833252
	Iteration 32Q: 3 clusters Score -3071146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3071146.750000 Penalty: 3373.833252
	Iteration 33Q: 3 clusters Score -3071147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3071148.750000 Penalty: 3373.833252
	Iteration 34Q: 3 clusters Score -3071149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3071151.500000 Penalty: 3373.833252
	Iteration 35Q: 3 clusters Score -3071152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3071152.750000 Penalty: 3373.833252
	Iteration 36Q: 3 clusters Score -3071153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3071156.500000 Penalty: 3373.833252
	Iteration 37Q: 3 clusters Score -3071156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3071159.750000 Penalty: 3373.833252
	Iteration 38Q: 3 clusters Score -3071160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3071161.750000 Penalty: 3373.833252
	Iteration 39Q: 3 clusters Score -3071162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3071165.000000 Penalty: 3373.833252
	Iteration 40F: 3 clusters Score -3071165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3071167.000000 Penalty: 3373.833252
	Iteration 41Q: 3 clusters Score -3071167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3071167.000000 Penalty: 3373.833252
	Iteration 42Q: 3 clusters Score -3071167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3071166.250000 Penalty: 3373.833252
	Iteration 43Q: 3 clusters Score -3071166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3071173.500000 Penalty: 3373.833252
	Iteration 44Q: 3 clusters Score -3071174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3071169.000000 Penalty: 3373.833252
	Iteration 45Q: 3 clusters Score -3071169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3071171.250000 Penalty: 3373.833252
	Iteration 46Q: 3 clusters Score -3071171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3071168.250000 Penalty: 3373.833252
	Iteration 47Q: 3 clusters Score -3071168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3071170.500000 Penalty: 3373.833252
	Iteration 48Q: 3 clusters Score -3071170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3071173.250000 Penalty: 3373.833252
	Iteration 49Q: 3 clusters Score -3071173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3071173.500000 Penalty: 3373.833252
	Iteration 50Q: 3 clusters Score -3071174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3071173.750000 Penalty: 3373.833252
	Iteration 51Q: 3 clusters Score -3071174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3071174.250000 Penalty: 3373.833252
	Iteration 52Q: 3 clusters Score -3071174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3071177.000000 Penalty: 3373.833252
	Iteration 53Q: 3 clusters Score -3071177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3071177.000000 Penalty: 3373.833252
	Iteration 54F: 3 clusters Score -3071177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Entering Unmasked Estep 
Score: -856221.500000 Penalty: 1478.454102
	Iteration 0F: 2 clusters Score -856221.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -849745.750000 Penalty: 2956.908203
	Iteration 0F: 3 clusters Score -849745.8 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -852292.937500 Penalty: 2956.908203
	Iteration 1F: 3 clusters Score -852292.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -852830.937500 Penalty: 2956.908203
	Iteration 2F: 3 clusters Score -852830.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -853255.812500 Penalty: 2956.908203
	Iteration 3F: 3 clusters Score -853255.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -853644.062500 Penalty: 2956.908203
	Iteration 4F: 3 clusters Score -853644.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -853968.875000 Penalty: 2956.908203
	Iteration 5F: 3 clusters Score -853968.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -854263.875000 Penalty: 2956.908203
	Iteration 6Q: 3 clusters Score -854263.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -854539.250000 Penalty: 2956.908203
	Iteration 7Q: 3 clusters Score -854539.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -854828.500000 Penalty: 2956.908203
	Iteration 8Q: 3 clusters Score -854828.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -855080.750000 Penalty: 2956.908203
	Iteration 9Q: 3 clusters Score -855080.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -855239.625000 Penalty: 2956.908203
	Iteration 10Q: 3 clusters Score -855239.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -855336.812500 Penalty: 2956.908203
	Iteration 11Q: 3 clusters Score -855336.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -855423.000000 Penalty: 2956.908203
	Iteration 12Q: 3 clusters Score -855423 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -855480.375000 Penalty: 2956.908203
	Iteration 13Q: 3 clusters Score -855480.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -855516.937500 Penalty: 2956.908203
	Iteration 14Q: 3 clusters Score -855516.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -855541.187500 Penalty: 2956.908203
	Iteration 15Q: 3 clusters Score -855541.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -855557.875000 Penalty: 2956.908203
	Iteration 16Q: 3 clusters Score -855557.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -855579.437500 Penalty: 2956.908203
	Iteration 17Q: 3 clusters Score -855579.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -855596.000000 Penalty: 2956.908203
	Iteration 18Q: 3 clusters Score -855596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -855614.937500 Penalty: 2956.908203
	Iteration 19Q: 3 clusters Score -855614.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -855627.250000 Penalty: 2956.908203
	Iteration 20F: 3 clusters Score -855627.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -855640.125000 Penalty: 2956.908203
	Iteration 21Q: 3 clusters Score -855640.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -855646.125000 Penalty: 2956.908203
	Iteration 22Q: 3 clusters Score -855646.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -855654.875000 Penalty: 2956.908203
	Iteration 23Q: 3 clusters Score -855654.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -855657.687500 Penalty: 2956.908203
	Iteration 24Q: 3 clusters Score -855657.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -855664.000000 Penalty: 2956.908203
	Iteration 25Q: 3 clusters Score -855664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -855668.562500 Penalty: 2956.908203
	Iteration 26Q: 3 clusters Score -855668.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -855677.125000 Penalty: 2956.908203
	Iteration 27Q: 3 clusters Score -855677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -855680.937500 Penalty: 2956.908203
	Iteration 28Q: 3 clusters Score -855680.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -855684.062500 Penalty: 2956.908203
	Iteration 29Q: 3 clusters Score -855684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -855686.312500 Penalty: 2956.908203
	Iteration 30Q: 3 clusters Score -855686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -855688.812500 Penalty: 2956.908203
	Iteration 31Q: 3 clusters Score -855688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -855691.500000 Penalty: 2956.908203
	Iteration 32Q: 3 clusters Score -855691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -855694.000000 Penalty: 2956.908203
	Iteration 33Q: 3 clusters Score -855694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -855696.750000 Penalty: 2956.908203
	Iteration 34Q: 3 clusters Score -855696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -855698.500000 Penalty: 2956.908203
	Iteration 35Q: 3 clusters Score -855698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -855701.812500 Penalty: 2956.908203
	Iteration 36Q: 3 clusters Score -855701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -855703.437500 Penalty: 2956.908203
	Iteration 37Q: 3 clusters Score -855703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -855707.500000 Penalty: 2956.908203
	Iteration 38Q: 3 clusters Score -855707.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -855711.250000 Penalty: 2956.908203
	Iteration 39Q: 3 clusters Score -855711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -855716.125000 Penalty: 2956.908203
	Iteration 40F: 3 clusters Score -855716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -855719.437500 Penalty: 2956.908203
	Iteration 41Q: 3 clusters Score -855719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -855724.312500 Penalty: 2956.908203
	Iteration 42Q: 3 clusters Score -855724.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -855729.437500 Penalty: 2956.908203
	Iteration 43Q: 3 clusters Score -855729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -855734.187500 Penalty: 2956.908203
	Iteration 44Q: 3 clusters Score -855734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -855736.750000 Penalty: 2956.908203
	Iteration 45Q: 3 clusters Score -855736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -855738.500000 Penalty: 2956.908203
	Iteration 46Q: 3 clusters Score -855738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -855740.750000 Penalty: 2956.908203
	Iteration 47Q: 3 clusters Score -855740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -855741.937500 Penalty: 2956.908203
	Iteration 48Q: 3 clusters Score -855741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -855744.250000 Penalty: 2956.908203
	Iteration 49Q: 3 clusters Score -855744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -855747.750000 Penalty: 2956.908203
	Iteration 50Q: 3 clusters Score -855747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -855748.937500 Penalty: 2956.908203
	Iteration 51Q: 3 clusters Score -855748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -855749.750000 Penalty: 2956.908203
	Iteration 52Q: 3 clusters Score -855749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -855752.187500 Penalty: 2956.908203
	Iteration 53Q: 3 clusters Score -855752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -855754.125000 Penalty: 2956.908203
	Iteration 54Q: 3 clusters Score -855754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -855755.812500 Penalty: 2956.908203
	Iteration 55Q: 3 clusters Score -855755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -855759.187500 Penalty: 2956.908203
	Iteration 56Q: 3 clusters Score -855759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -855760.312500 Penalty: 2956.908203
	Iteration 57Q: 3 clusters Score -855760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -855765.437500 Penalty: 2956.908203
	Iteration 58Q: 3 clusters Score -855765.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -855775.000000 Penalty: 2956.908203
	Iteration 59Q: 3 clusters Score -855775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -855785.625000 Penalty: 2956.908203
	Iteration 60F: 3 clusters Score -855785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -855794.500000 Penalty: 2956.908203
	Iteration 61Q: 3 clusters Score -855794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -855801.312500 Penalty: 2956.908203
	Iteration 62Q: 3 clusters Score -855801.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -855813.812500 Penalty: 2956.908203
	Iteration 63Q: 3 clusters Score -855813.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -855825.812500 Penalty: 2956.908203
	Iteration 64Q: 3 clusters Score -855825.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -855838.625000 Penalty: 2956.908203
	Iteration 65Q: 3 clusters Score -855838.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -855854.562500 Penalty: 2956.908203
	Iteration 66Q: 3 clusters Score -855854.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -855873.250000 Penalty: 2956.908203
	Iteration 67Q: 3 clusters Score -855873.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -855882.812500 Penalty: 2956.908203
	Iteration 68Q: 3 clusters Score -855882.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -855890.500000 Penalty: 2956.908203
	Iteration 69Q: 3 clusters Score -855890.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -855896.812500 Penalty: 2956.908203
	Iteration 70Q: 3 clusters Score -855896.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -855904.500000 Penalty: 2956.908203
	Iteration 71Q: 3 clusters Score -855904.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -855911.625000 Penalty: 2956.908203
	Iteration 72Q: 3 clusters Score -855911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -855912.375000 Penalty: 2956.908203
	Iteration 73Q: 3 clusters Score -855912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -855913.625000 Penalty: 2956.908203
	Iteration 74Q: 3 clusters Score -855913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -855915.750000 Penalty: 2956.908203
	Iteration 75Q: 3 clusters Score -855915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -855916.937500 Penalty: 2956.908203
	Iteration 76Q: 3 clusters Score -855916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -855918.500000 Penalty: 2956.908203
	Iteration 77Q: 3 clusters Score -855918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -855918.625000 Penalty: 2956.908203
	Iteration 78Q: 3 clusters Score -855918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -855919.312500 Penalty: 2956.908203
	Iteration 79Q: 3 clusters Score -855919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -855933.812500 Penalty: 2956.908203
	Iteration 80F: 3 clusters Score -855933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -855958.187500 Penalty: 2956.908203
	Iteration 81Q: 3 clusters Score -855958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -855982.125000 Penalty: 2956.908203
	Iteration 82Q: 3 clusters Score -855982.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -856038.250000 Penalty: 2956.908203
	Iteration 83Q: 3 clusters Score -856038.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -856103.125000 Penalty: 2956.908203
	Iteration 84Q: 3 clusters Score -856103.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -856171.375000 Penalty: 2956.908203
	Iteration 85Q: 3 clusters Score -856171.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -856230.375000 Penalty: 2956.908203
	Iteration 86Q: 3 clusters Score -856230.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -856266.812500 Penalty: 2956.908203
	Iteration 87Q: 3 clusters Score -856266.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -856287.062500 Penalty: 2956.908203
	Iteration 88Q: 3 clusters Score -856287.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -856295.750000 Penalty: 2956.908203
	Iteration 89Q: 3 clusters Score -856295.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -856302.000000 Penalty: 2956.908203
	Iteration 90Q: 3 clusters Score -856302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -856309.375000 Penalty: 2956.908203
	Iteration 91Q: 3 clusters Score -856309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -856314.875000 Penalty: 2956.908203
	Iteration 92Q: 3 clusters Score -856314.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -856319.437500 Penalty: 2956.908203
	Iteration 93Q: 3 clusters Score -856319.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -856327.250000 Penalty: 2956.908203
	Iteration 94Q: 3 clusters Score -856327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -856331.312500 Penalty: 2956.908203
	Iteration 95Q: 3 clusters Score -856331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -856335.687500 Penalty: 2956.908203
	Iteration 96Q: 3 clusters Score -856335.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -856337.500000 Penalty: 2956.908203
	Iteration 97Q: 3 clusters Score -856337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -856337.937500 Penalty: 2956.908203
	Iteration 98Q: 3 clusters Score -856337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -856347.937500 Penalty: 2956.908203
	Iteration 99F: 3 clusters Score -856347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -856348.437500 Penalty: 2956.908203
	Iteration 100F: 3 clusters Score -856348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -856350.437500 Penalty: 2956.908203
	Iteration 101Q: 3 clusters Score -856350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -856350.500000 Penalty: 2956.908203
	Iteration 102Q: 3 clusters Score -856350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -856351.062500 Penalty: 2956.908203
	Iteration 103Q: 3 clusters Score -856351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -856351.062500 Penalty: 2956.908203
	Iteration 104F: 3 clusters Score -856351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31936 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35474 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91730 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 120616 members 
Mstep: Class 14 contains 69059 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 96654 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 22834 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 103852 members 
Mstep: Class 30 contains 32242 members 
Mstep: Class 31 contains 8104 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41055 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 29307 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 20166 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8405 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7612 members 
Mstep: Class 46 contains 835 members 
Entering Unmasked Estep 
Score: -154068672.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154069664.000000 to -154068672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -274307.812500 Penalty: 1286.303467
	Iteration 0F: 2 clusters Score -274307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -271770.125000 Penalty: 2572.606934
	Iteration 0F: 3 clusters Score -271770.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -272406.187500 Penalty: 2572.606934
	Iteration 1F: 3 clusters Score -272406.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272517.156250 Penalty: 2572.606934
	Iteration 2F: 3 clusters Score -272517.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -272593.343750 Penalty: 2572.606934
	Iteration 3Q: 3 clusters Score -272593.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -272654.750000 Penalty: 2572.606934
	Iteration 4Q: 3 clusters Score -272654.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -272727.562500 Penalty: 2572.606934
	Iteration 5Q: 3 clusters Score -272727.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272811.593750 Penalty: 2572.606934
	Iteration 6Q: 3 clusters Score -272811.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -272902.500000 Penalty: 2572.606934
	Iteration 7Q: 3 clusters Score -272902.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -273000.156250 Penalty: 2572.606934
	Iteration 8Q: 3 clusters Score -273000.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273099.312500 Penalty: 2572.606934
	Iteration 9Q: 3 clusters Score -273099.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -273169.343750 Penalty: 2572.606934
	Iteration 10Q: 3 clusters Score -273169.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -273210.875000 Penalty: 2572.606934
	Iteration 11Q: 3 clusters Score -273210.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -273240.281250 Penalty: 2572.606934
	Iteration 12Q: 3 clusters Score -273240.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273263.406250 Penalty: 2572.606934
	Iteration 13Q: 3 clusters Score -273263.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -273278.312500 Penalty: 2572.606934
	Iteration 14Q: 3 clusters Score -273278.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -273287.312500 Penalty: 2572.606934
	Iteration 15Q: 3 clusters Score -273287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -273295.500000 Penalty: 2572.606934
	Iteration 16Q: 3 clusters Score -273295.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -273303.093750 Penalty: 2572.606934
	Iteration 17Q: 3 clusters Score -273303.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -273307.468750 Penalty: 2572.606934
	Iteration 18Q: 3 clusters Score -273307.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -273311.687500 Penalty: 2572.606934
	Iteration 19Q: 3 clusters Score -273311.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -273316.406250 Penalty: 2572.606934
	Iteration 20F: 3 clusters Score -273316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -273321.187500 Penalty: 2572.606934
	Iteration 21Q: 3 clusters Score -273321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -273325.125000 Penalty: 2572.606934
	Iteration 22Q: 3 clusters Score -273325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -273328.062500 Penalty: 2572.606934
	Iteration 23Q: 3 clusters Score -273328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -273330.937500 Penalty: 2572.606934
	Iteration 24Q: 3 clusters Score -273330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -273333.656250 Penalty: 2572.606934
	Iteration 25Q: 3 clusters Score -273333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -273334.718750 Penalty: 2572.606934
	Iteration 26Q: 3 clusters Score -273334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -273335.312500 Penalty: 2572.606934
	Iteration 27Q: 3 clusters Score -273335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -273335.312500 Penalty: 2572.606934
	Iteration 28F: 3 clusters Score -273335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Entering Unmasked Estep 
Score: -485678.781250 Penalty: 1379.596191
	Iteration 0F: 2 clusters Score -485678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -481721.156250 Penalty: 2759.192383
	Iteration 0F: 3 clusters Score -481721.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -482814.062500 Penalty: 2759.192383
	Iteration 1F: 3 clusters Score -482814.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -483044.156250 Penalty: 2759.192383
	Iteration 2F: 3 clusters Score -483044.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -483254.031250 Penalty: 2759.192383
	Iteration 3F: 3 clusters Score -483254 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -483448.406250 Penalty: 2759.192383
	Iteration 4F: 3 clusters Score -483448.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -483660.906250 Penalty: 2759.192383
	Iteration 5F: 3 clusters Score -483660.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -483861.937500 Penalty: 2759.192383
	Iteration 6Q: 3 clusters Score -483861.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -484080.093750 Penalty: 2759.192383
	Iteration 7Q: 3 clusters Score -484080.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -484340.312500 Penalty: 2759.192383
	Iteration 8F: 3 clusters Score -484340.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -484560.718750 Penalty: 2759.192383
	Iteration 9Q: 3 clusters Score -484560.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -484697.781250 Penalty: 2759.192383
	Iteration 10Q: 3 clusters Score -484697.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -484756.375000 Penalty: 2759.192383
	Iteration 11Q: 3 clusters Score -484756.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -484793.562500 Penalty: 2759.192383
	Iteration 12Q: 3 clusters Score -484793.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -484814.437500 Penalty: 2759.192383
	Iteration 13Q: 3 clusters Score -484814.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -484828.062500 Penalty: 2759.192383
	Iteration 14Q: 3 clusters Score -484828.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -484836.500000 Penalty: 2759.192383
	Iteration 15Q: 3 clusters Score -484836.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -484846.812500 Penalty: 2759.192383
	Iteration 16Q: 3 clusters Score -484846.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -484852.062500 Penalty: 2759.192383
	Iteration 17Q: 3 clusters Score -484852.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -484854.562500 Penalty: 2759.192383
	Iteration 18Q: 3 clusters Score -484854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -484856.593750 Penalty: 2759.192383
	Iteration 19Q: 3 clusters Score -484856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -484856.531250 Penalty: 2759.192383
	Iteration 20F: 3 clusters Score -484856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -484858.031250 Penalty: 2759.192383
	Iteration 21Q: 3 clusters Score -484858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -484859.218750 Penalty: 2759.192383
	Iteration 22Q: 3 clusters Score -484859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -484859.531250 Penalty: 2759.192383
	Iteration 23Q: 3 clusters Score -484859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -484860.656250 Penalty: 2759.192383
	Iteration 24Q: 3 clusters Score -484860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -484861.875000 Penalty: 2759.192383
	Iteration 25Q: 3 clusters Score -484861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -484862.125000 Penalty: 2759.192383
	Iteration 26Q: 3 clusters Score -484862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -484863.250000 Penalty: 2759.192383
	Iteration 27Q: 3 clusters Score -484863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -484862.687500 Penalty: 2759.192383
	Iteration 28Q: 3 clusters Score -484862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -484862.687500 Penalty: 2759.192383
	Iteration 29F: 3 clusters Score -484862.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Entering Unmasked Estep 
Score: -4269642.500000 Penalty: 1726.183594
	Iteration 0F: 2 clusters Score -4269642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4242192.500000 Penalty: 3452.367188
	Iteration 0F: 3 clusters Score -4242192 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4252868.500000 Penalty: 3452.367188
	Iteration 1F: 3 clusters Score -4252868 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4253418.000000 Penalty: 3452.367188
	Iteration 2Q: 3 clusters Score -4253418 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4254104.000000 Penalty: 3452.367188
	Iteration 3Q: 3 clusters Score -4254104 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4255061.500000 Penalty: 3452.367188
	Iteration 4F: 3 clusters Score -4255062 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4256470.500000 Penalty: 3452.367188
	Iteration 5F: 3 clusters Score -4256470 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4258224.000000 Penalty: 3452.367188
	Iteration 6F: 3 clusters Score -4258224 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -4260196.500000 Penalty: 3452.367188
	Iteration 7F: 3 clusters Score -4260196 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4262104.500000 Penalty: 3452.367188
	Iteration 8F: 3 clusters Score -4262104 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4263769.000000 Penalty: 3452.367188
	Iteration 9F: 3 clusters Score -4263769 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4265028.500000 Penalty: 3452.367188
	Iteration 10Q: 3 clusters Score -4265028 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4266080.000000 Penalty: 3452.367188
	Iteration 11Q: 3 clusters Score -4266080 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4266837.000000 Penalty: 3452.367188
	Iteration 12Q: 3 clusters Score -4266837 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4267315.000000 Penalty: 3452.367188
	Iteration 13Q: 3 clusters Score -4267315 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4267639.500000 Penalty: 3452.367188
	Iteration 14Q: 3 clusters Score -4267640 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4267848.500000 Penalty: 3452.367188
	Iteration 15Q: 3 clusters Score -4267848 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4267960.000000 Penalty: 3452.367188
	Iteration 16Q: 3 clusters Score -4267960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4268037.000000 Penalty: 3452.367188
	Iteration 17Q: 3 clusters Score -4268037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4268096.500000 Penalty: 3452.367188
	Iteration 18Q: 3 clusters Score -4268096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4268142.500000 Penalty: 3452.367188
	Iteration 19Q: 3 clusters Score -4268142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4268174.500000 Penalty: 3452.367188
	Iteration 20F: 3 clusters Score -4268174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4268188.500000 Penalty: 3452.367188
	Iteration 21Q: 3 clusters Score -4268188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4268198.000000 Penalty: 3452.367188
	Iteration 22Q: 3 clusters Score -4268198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4268202.000000 Penalty: 3452.367188
	Iteration 23Q: 3 clusters Score -4268202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4268206.500000 Penalty: 3452.367188
	Iteration 24Q: 3 clusters Score -4268206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4268219.500000 Penalty: 3452.367188
	Iteration 25Q: 3 clusters Score -4268220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4268233.000000 Penalty: 3452.367188
	Iteration 26Q: 3 clusters Score -4268233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4268228.000000 Penalty: 3452.367188
	Iteration 27Q: 3 clusters Score -4268228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4268233.000000 Penalty: 3452.367188
	Iteration 28Q: 3 clusters Score -4268233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4268231.500000 Penalty: 3452.367188
	Iteration 29Q: 3 clusters Score -4268232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4268232.500000 Penalty: 3452.367188
	Iteration 30Q: 3 clusters Score -4268232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4268231.500000 Penalty: 3452.367188
	Iteration 31Q: 3 clusters Score -4268232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4268237.000000 Penalty: 3452.367188
	Iteration 32Q: 3 clusters Score -4268237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4268237.000000 Penalty: 3452.367188
	Iteration 33Q: 3 clusters Score -4268237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4268241.500000 Penalty: 3452.367188
	Iteration 34Q: 3 clusters Score -4268242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4268243.500000 Penalty: 3452.367188
	Iteration 35Q: 3 clusters Score -4268244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4268243.000000 Penalty: 3452.367188
	Iteration 36Q: 3 clusters Score -4268243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4268248.500000 Penalty: 3452.367188
	Iteration 37Q: 3 clusters Score -4268248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4268254.000000 Penalty: 3452.367188
	Iteration 38Q: 3 clusters Score -4268254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4268251.500000 Penalty: 3452.367188
	Iteration 39Q: 3 clusters Score -4268252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4268256.000000 Penalty: 3452.367188
	Iteration 40F: 3 clusters Score -4268256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -547768.812500 Penalty: 1402.546875
	Iteration 0F: 2 clusters Score -547768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -543469.437500 Penalty: 2805.093750
	Iteration 0F: 3 clusters Score -543469.4 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -544760.000000 Penalty: 2805.093750
	Iteration 1F: 3 clusters Score -544760 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -545053.312500 Penalty: 2805.093750
	Iteration 2F: 3 clusters Score -545053.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -545346.500000 Penalty: 2805.093750
	Iteration 3F: 3 clusters Score -545346.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -545616.937500 Penalty: 2805.093750
	Iteration 4F: 3 clusters Score -545616.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -545858.812500 Penalty: 2805.093750
	Iteration 5F: 3 clusters Score -545858.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -546056.937500 Penalty: 2805.093750
	Iteration 6Q: 3 clusters Score -546056.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -546208.437500 Penalty: 2805.093750
	Iteration 7Q: 3 clusters Score -546208.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -546322.125000 Penalty: 2805.093750
	Iteration 8Q: 3 clusters Score -546322.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -546412.125000 Penalty: 2805.093750
	Iteration 9Q: 3 clusters Score -546412.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -546486.812500 Penalty: 2805.093750
	Iteration 10Q: 3 clusters Score -546486.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -546548.375000 Penalty: 2805.093750
	Iteration 11Q: 3 clusters Score -546548.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -546593.187500 Penalty: 2805.093750
	Iteration 12Q: 3 clusters Score -546593.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -546636.375000 Penalty: 2805.093750
	Iteration 13Q: 3 clusters Score -546636.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -546679.125000 Penalty: 2805.093750
	Iteration 14Q: 3 clusters Score -546679.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -546715.375000 Penalty: 2805.093750
	Iteration 15Q: 3 clusters Score -546715.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -546745.812500 Penalty: 2805.093750
	Iteration 16Q: 3 clusters Score -546745.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -546764.312500 Penalty: 2805.093750
	Iteration 17Q: 3 clusters Score -546764.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -546781.187500 Penalty: 2805.093750
	Iteration 18Q: 3 clusters Score -546781.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -546795.687500 Penalty: 2805.093750
	Iteration 19Q: 3 clusters Score -546795.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -546809.937500 Penalty: 2805.093750
	Iteration 20F: 3 clusters Score -546809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -546822.187500 Penalty: 2805.093750
	Iteration 21Q: 3 clusters Score -546822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -546829.437500 Penalty: 2805.093750
	Iteration 22Q: 3 clusters Score -546829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -546834.187500 Penalty: 2805.093750
	Iteration 23Q: 3 clusters Score -546834.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -546840.312500 Penalty: 2805.093750
	Iteration 24Q: 3 clusters Score -546840.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -546845.437500 Penalty: 2805.093750
	Iteration 25Q: 3 clusters Score -546845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -546848.812500 Penalty: 2805.093750
	Iteration 26Q: 3 clusters Score -546848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -546852.500000 Penalty: 2805.093750
	Iteration 27Q: 3 clusters Score -546852.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -546855.187500 Penalty: 2805.093750
	Iteration 28Q: 3 clusters Score -546855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -546857.312500 Penalty: 2805.093750
	Iteration 29Q: 3 clusters Score -546857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -546859.562500 Penalty: 2805.093750
	Iteration 30Q: 3 clusters Score -546859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -546861.812500 Penalty: 2805.093750
	Iteration 31Q: 3 clusters Score -546861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -546867.062500 Penalty: 2805.093750
	Iteration 32Q: 3 clusters Score -546867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -546870.187500 Penalty: 2805.093750
	Iteration 33Q: 3 clusters Score -546870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -546871.937500 Penalty: 2805.093750
	Iteration 34Q: 3 clusters Score -546871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -546875.750000 Penalty: 2805.093750
	Iteration 35Q: 3 clusters Score -546875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -546875.937500 Penalty: 2805.093750
	Iteration 36Q: 3 clusters Score -546875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -546876.687500 Penalty: 2805.093750
	Iteration 37Q: 3 clusters Score -546876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -546878.875000 Penalty: 2805.093750
	Iteration 38Q: 3 clusters Score -546878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -546878.312500 Penalty: 2805.093750
	Iteration 39Q: 3 clusters Score -546878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -546878.687500 Penalty: 2805.093750
	Iteration 40F: 3 clusters Score -546878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -546879.437500 Penalty: 2805.093750
	Iteration 41Q: 3 clusters Score -546879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -546879.812500 Penalty: 2805.093750
	Iteration 42Q: 3 clusters Score -546879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -546882.875000 Penalty: 2805.093750
	Iteration 43Q: 3 clusters Score -546882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -546884.812500 Penalty: 2805.093750
	Iteration 44Q: 3 clusters Score -546884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -546885.500000 Penalty: 2805.093750
	Iteration 45Q: 3 clusters Score -546885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -546886.062500 Penalty: 2805.093750
	Iteration 46Q: 3 clusters Score -546886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -546886.375000 Penalty: 2805.093750
	Iteration 47Q: 3 clusters Score -546886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -546886.937500 Penalty: 2805.093750
	Iteration 48Q: 3 clusters Score -546886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -546887.125000 Penalty: 2805.093750
	Iteration 49Q: 3 clusters Score -546887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -546887.000000 Penalty: 2805.093750
	Iteration 50Q: 3 clusters Score -546887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -546887.125000 Penalty: 2805.093750
	Iteration 51Q: 3 clusters Score -546887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -546887.062500 Penalty: 2805.093750
	Iteration 52Q: 3 clusters Score -546887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -546887.062500 Penalty: 2805.093750
	Iteration 53F: 3 clusters Score -546887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Entering Unmasked Estep 
Score: -3039906.750000 Penalty: 1671.406982
	Iteration 0F: 2 clusters Score -3039907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3020141.750000 Penalty: 3342.813965
	Iteration 0F: 3 clusters Score -3020142 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3027483.250000 Penalty: 3342.813965
	Iteration 1F: 3 clusters Score -3027483 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3027852.250000 Penalty: 3342.813965
	Iteration 2Q: 3 clusters Score -3027852 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3028225.000000 Penalty: 3342.813965
	Iteration 3Q: 3 clusters Score -3028225 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3028656.250000 Penalty: 3342.813965
	Iteration 4Q: 3 clusters Score -3028656 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3029155.500000 Penalty: 3342.813965
	Iteration 5Q: 3 clusters Score -3029156 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3029744.250000 Penalty: 3342.813965
	Iteration 6Q: 3 clusters Score -3029744 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3030525.500000 Penalty: 3342.813965
	Iteration 7Q: 3 clusters Score -3030526 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3031483.500000 Penalty: 3342.813965
	Iteration 8F: 3 clusters Score -3031484 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3032603.750000 Penalty: 3342.813965
	Iteration 9F: 3 clusters Score -3032604 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3033833.250000 Penalty: 3342.813965
	Iteration 10F: 3 clusters Score -3033833 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3035017.250000 Penalty: 3342.813965
	Iteration 11Q: 3 clusters Score -3035017 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3035973.500000 Penalty: 3342.813965
	Iteration 12Q: 3 clusters Score -3035974 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3036717.250000 Penalty: 3342.813965
	Iteration 13Q: 3 clusters Score -3036717 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3037274.750000 Penalty: 3342.813965
	Iteration 14Q: 3 clusters Score -3037275 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3037614.000000 Penalty: 3342.813965
	Iteration 15Q: 3 clusters Score -3037614 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3037856.000000 Penalty: 3342.813965
	Iteration 16Q: 3 clusters Score -3037856 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3038029.250000 Penalty: 3342.813965
	Iteration 17Q: 3 clusters Score -3038029 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3038134.500000 Penalty: 3342.813965
	Iteration 18Q: 3 clusters Score -3038134 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3038218.750000 Penalty: 3342.813965
	Iteration 19Q: 3 clusters Score -3038219 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -3038284.750000 Penalty: 3342.813965
	Iteration 20F: 3 clusters Score -3038285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3038337.000000 Penalty: 3342.813965
	Iteration 21Q: 3 clusters Score -3038337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3038386.000000 Penalty: 3342.813965
	Iteration 22Q: 3 clusters Score -3038386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3038415.000000 Penalty: 3342.813965
	Iteration 23Q: 3 clusters Score -3038415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3038444.250000 Penalty: 3342.813965
	Iteration 24Q: 3 clusters Score -3038444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3038464.750000 Penalty: 3342.813965
	Iteration 25Q: 3 clusters Score -3038465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3038486.250000 Penalty: 3342.813965
	Iteration 26Q: 3 clusters Score -3038486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3038511.000000 Penalty: 3342.813965
	Iteration 27Q: 3 clusters Score -3038511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3038523.000000 Penalty: 3342.813965
	Iteration 28Q: 3 clusters Score -3038523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3038531.000000 Penalty: 3342.813965
	Iteration 29Q: 3 clusters Score -3038531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3038542.250000 Penalty: 3342.813965
	Iteration 30Q: 3 clusters Score -3038542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3038543.250000 Penalty: 3342.813965
	Iteration 31Q: 3 clusters Score -3038543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3038546.500000 Penalty: 3342.813965
	Iteration 32Q: 3 clusters Score -3038546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3038552.500000 Penalty: 3342.813965
	Iteration 33Q: 3 clusters Score -3038552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3038558.750000 Penalty: 3342.813965
	Iteration 34Q: 3 clusters Score -3038559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3038558.750000 Penalty: 3342.813965
	Iteration 35Q: 3 clusters Score -3038559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3038566.000000 Penalty: 3342.813965
	Iteration 36Q: 3 clusters Score -3038566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3038571.000000 Penalty: 3342.813965
	Iteration 37Q: 3 clusters Score -3038571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3038572.250000 Penalty: 3342.813965
	Iteration 38Q: 3 clusters Score -3038572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3038571.750000 Penalty: 3342.813965
	Iteration 39Q: 3 clusters Score -3038572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3038572.000000 Penalty: 3342.813965
	Iteration 40F: 3 clusters Score -3038572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -284167.187500 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -284167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -281364.281250 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -281364.3 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -282519.250000 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -282519.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282979.125000 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -282979.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -283292.500000 Penalty: 2627.682861
	Iteration 3F: 3 clusters Score -283292.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -283535.031250 Penalty: 2627.682861
	Iteration 4F: 3 clusters Score -283535 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -283676.531250 Penalty: 2627.682861
	Iteration 5Q: 3 clusters Score -283676.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283751.781250 Penalty: 2627.682861
	Iteration 6Q: 3 clusters Score -283751.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283803.281250 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -283803.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283878.250000 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -283878.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283976.750000 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -283976.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284013.750000 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -284013.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284044.156250 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -284044.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284062.687500 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -284062.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284073.593750 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -284073.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -284079.312500 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -284079.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -284085.750000 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -284085.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284094.906250 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -284094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -284101.843750 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -284101.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284106.531250 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -284106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284107.750000 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -284107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -284109.843750 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -284109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284111.812500 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -284111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284113.343750 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -284113.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -284116.031250 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -284116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284117.562500 Penalty: 2627.682861
	Iteration 24Q: 3 clusters Score -284117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -284119.968750 Penalty: 2627.682861
	Iteration 25Q: 3 clusters Score -284120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284120.625000 Penalty: 2627.682861
	Iteration 26Q: 3 clusters Score -284120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -284122.875000 Penalty: 2627.682861
	Iteration 27Q: 3 clusters Score -284122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -284124.250000 Penalty: 2627.682861
	Iteration 28Q: 3 clusters Score -284124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -284123.906250 Penalty: 2627.682861
	Iteration 29Q: 3 clusters Score -284123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -284124.812500 Penalty: 2627.682861
	Iteration 30Q: 3 clusters Score -284124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -284124.812500 Penalty: 2627.682861
	Iteration 31F: 3 clusters Score -284124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Entering Unmasked Estep 
Score: -2119335.250000 Penalty: 1610.659912
	Iteration 0F: 2 clusters Score -2119335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2105590.500000 Penalty: 3221.319824
	Iteration 0F: 3 clusters Score -2105590 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2110543.250000 Penalty: 3221.319824
	Iteration 1F: 3 clusters Score -2110543 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2110861.500000 Penalty: 3221.319824
	Iteration 2Q: 3 clusters Score -2110862 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2111170.750000 Penalty: 3221.319824
	Iteration 3Q: 3 clusters Score -2111171 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2111459.000000 Penalty: 3221.319824
	Iteration 4Q: 3 clusters Score -2111459 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2111763.000000 Penalty: 3221.319824
	Iteration 5Q: 3 clusters Score -2111763 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2112140.750000 Penalty: 3221.319824
	Iteration 6Q: 3 clusters Score -2112141 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2112632.500000 Penalty: 3221.319824
	Iteration 7Q: 3 clusters Score -2112632 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2113230.000000 Penalty: 3221.319824
	Iteration 8F: 3 clusters Score -2113230 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2114072.250000 Penalty: 3221.319824
	Iteration 9F: 3 clusters Score -2114072 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2115064.250000 Penalty: 3221.319824
	Iteration 10F: 3 clusters Score -2115064 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2116029.750000 Penalty: 3221.319824
	Iteration 11F: 3 clusters Score -2116030 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2116868.500000 Penalty: 3221.319824
	Iteration 12Q: 3 clusters Score -2116868 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2117394.000000 Penalty: 3221.319824
	Iteration 13Q: 3 clusters Score -2117394 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2117663.750000 Penalty: 3221.319824
	Iteration 14Q: 3 clusters Score -2117664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2117775.250000 Penalty: 3221.319824
	Iteration 15Q: 3 clusters Score -2117775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2117823.750000 Penalty: 3221.319824
	Iteration 16Q: 3 clusters Score -2117824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2117850.000000 Penalty: 3221.319824
	Iteration 17Q: 3 clusters Score -2117850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2117860.500000 Penalty: 3221.319824
	Iteration 18Q: 3 clusters Score -2117860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2117873.250000 Penalty: 3221.319824
	Iteration 19Q: 3 clusters Score -2117873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2117888.750000 Penalty: 3221.319824
	Iteration 20F: 3 clusters Score -2117889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2117896.500000 Penalty: 3221.319824
	Iteration 21Q: 3 clusters Score -2117896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2117902.500000 Penalty: 3221.319824
	Iteration 22Q: 3 clusters Score -2117902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2117914.250000 Penalty: 3221.319824
	Iteration 23Q: 3 clusters Score -2117914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2117918.500000 Penalty: 3221.319824
	Iteration 24Q: 3 clusters Score -2117918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2117918.250000 Penalty: 3221.319824
	Iteration 25Q: 3 clusters Score -2117918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2117921.250000 Penalty: 3221.319824
	Iteration 26Q: 3 clusters Score -2117921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2117926.000000 Penalty: 3221.319824
	Iteration 27Q: 3 clusters Score -2117926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2117928.750000 Penalty: 3221.319824
	Iteration 28Q: 3 clusters Score -2117929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2117928.750000 Penalty: 3221.319824
	Iteration 29F: 3 clusters Score -2117929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -324252.718750 Penalty: 1319.933594
	Iteration 0F: 2 clusters Score -324252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -321322.562500 Penalty: 2639.867188
	Iteration 0F: 3 clusters Score -321322.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -322152.906250 Penalty: 2639.867188
	Iteration 1F: 3 clusters Score -322152.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -322425.250000 Penalty: 2639.867188
	Iteration 2F: 3 clusters Score -322425.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -322664.187500 Penalty: 2639.867188
	Iteration 3F: 3 clusters Score -322664.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -322860.625000 Penalty: 2639.867188
	Iteration 4F: 3 clusters Score -322860.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -322981.156250 Penalty: 2639.867188
	Iteration 5Q: 3 clusters Score -322981.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -323089.031250 Penalty: 2639.867188
	Iteration 6Q: 3 clusters Score -323089 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -323171.500000 Penalty: 2639.867188
	Iteration 7Q: 3 clusters Score -323171.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -323241.000000 Penalty: 2639.867188
	Iteration 8Q: 3 clusters Score -323241 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -323307.250000 Penalty: 2639.867188
	Iteration 9Q: 3 clusters Score -323307.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -323357.187500 Penalty: 2639.867188
	Iteration 10Q: 3 clusters Score -323357.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -323418.593750 Penalty: 2639.867188
	Iteration 11Q: 3 clusters Score -323418.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -323462.531250 Penalty: 2639.867188
	Iteration 12Q: 3 clusters Score -323462.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -323488.812500 Penalty: 2639.867188
	Iteration 13Q: 3 clusters Score -323488.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -323502.375000 Penalty: 2639.867188
	Iteration 14Q: 3 clusters Score -323502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -323507.468750 Penalty: 2639.867188
	Iteration 15Q: 3 clusters Score -323507.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -323511.656250 Penalty: 2639.867188
	Iteration 16Q: 3 clusters Score -323511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -323515.625000 Penalty: 2639.867188
	Iteration 17Q: 3 clusters Score -323515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -323519.062500 Penalty: 2639.867188
	Iteration 18Q: 3 clusters Score -323519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -323521.843750 Penalty: 2639.867188
	Iteration 19Q: 3 clusters Score -323521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -323526.343750 Penalty: 2639.867188
	Iteration 20F: 3 clusters Score -323526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -323527.062500 Penalty: 2639.867188
	Iteration 21Q: 3 clusters Score -323527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -323530.781250 Penalty: 2639.867188
	Iteration 22Q: 3 clusters Score -323530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -323532.156250 Penalty: 2639.867188
	Iteration 23Q: 3 clusters Score -323532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -323533.875000 Penalty: 2639.867188
	Iteration 24Q: 3 clusters Score -323533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -323541.843750 Penalty: 2639.867188
	Iteration 25Q: 3 clusters Score -323541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -323553.468750 Penalty: 2639.867188
	Iteration 26Q: 3 clusters Score -323553.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -323563.281250 Penalty: 2639.867188
	Iteration 27Q: 3 clusters Score -323563.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -323574.281250 Penalty: 2639.867188
	Iteration 28Q: 3 clusters Score -323574.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -323582.656250 Penalty: 2639.867188
	Iteration 29Q: 3 clusters Score -323582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -323598.906250 Penalty: 2639.867188
	Iteration 30Q: 3 clusters Score -323598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -323611.437500 Penalty: 2639.867188
	Iteration 31Q: 3 clusters Score -323611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -323625.406250 Penalty: 2639.867188
	Iteration 32Q: 3 clusters Score -323625.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -323640.968750 Penalty: 2639.867188
	Iteration 33Q: 3 clusters Score -323641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -323650.500000 Penalty: 2639.867188
	Iteration 34Q: 3 clusters Score -323650.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -323660.281250 Penalty: 2639.867188
	Iteration 35Q: 3 clusters Score -323660.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -323673.125000 Penalty: 2639.867188
	Iteration 36Q: 3 clusters Score -323673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -323688.531250 Penalty: 2639.867188
	Iteration 37Q: 3 clusters Score -323688.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -323710.343750 Penalty: 2639.867188
	Iteration 38Q: 3 clusters Score -323710.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -323733.781250 Penalty: 2639.867188
	Iteration 39Q: 3 clusters Score -323733.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -323747.125000 Penalty: 2639.867188
	Iteration 40F: 3 clusters Score -323747.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -323757.062500 Penalty: 2639.867188
	Iteration 41Q: 3 clusters Score -323757.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -323764.937500 Penalty: 2639.867188
	Iteration 42Q: 3 clusters Score -323764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -323775.718750 Penalty: 2639.867188
	Iteration 43Q: 3 clusters Score -323775.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -323792.343750 Penalty: 2639.867188
	Iteration 44Q: 3 clusters Score -323792.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -323815.812500 Penalty: 2639.867188
	Iteration 45Q: 3 clusters Score -323815.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -323845.281250 Penalty: 2639.867188
	Iteration 46Q: 3 clusters Score -323845.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -323874.437500 Penalty: 2639.867188
	Iteration 47Q: 3 clusters Score -323874.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -323905.750000 Penalty: 2639.867188
	Iteration 48Q: 3 clusters Score -323905.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -323931.000000 Penalty: 2639.867188
	Iteration 49Q: 3 clusters Score -323931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -323948.000000 Penalty: 2639.867188
	Iteration 50Q: 3 clusters Score -323948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -323970.437500 Penalty: 2639.867188
	Iteration 51Q: 3 clusters Score -323970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -323992.343750 Penalty: 2639.867188
	Iteration 52Q: 3 clusters Score -323992.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -324004.593750 Penalty: 2639.867188
	Iteration 53Q: 3 clusters Score -324004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -324014.125000 Penalty: 2639.867188
	Iteration 54Q: 3 clusters Score -324014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -324018.343750 Penalty: 2639.867188
	Iteration 55Q: 3 clusters Score -324018.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -324021.500000 Penalty: 2639.867188
	Iteration 56Q: 3 clusters Score -324021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -324023.156250 Penalty: 2639.867188
	Iteration 57Q: 3 clusters Score -324023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -324024.343750 Penalty: 2639.867188
	Iteration 58Q: 3 clusters Score -324024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -324024.968750 Penalty: 2639.867188
	Iteration 59Q: 3 clusters Score -324025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -324025.718750 Penalty: 2639.867188
	Iteration 60F: 3 clusters Score -324025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -324026.218750 Penalty: 2639.867188
	Iteration 61Q: 3 clusters Score -324026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -324026.218750 Penalty: 2639.867188
	Iteration 62F: 3 clusters Score -324026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -422015.437500 Penalty: 1364.705078
	Iteration 0F: 2 clusters Score -422015.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -418405.125000 Penalty: 2729.410156
	Iteration 0F: 3 clusters Score -418405.1 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -419469.531250 Penalty: 2729.410156
	Iteration 1F: 3 clusters Score -419469.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -419759.718750 Penalty: 2729.410156
	Iteration 2F: 3 clusters Score -419759.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -420029.437500 Penalty: 2729.410156
	Iteration 3F: 3 clusters Score -420029.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -420251.625000 Penalty: 2729.410156
	Iteration 4F: 3 clusters Score -420251.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -420450.250000 Penalty: 2729.410156
	Iteration 5F: 3 clusters Score -420450.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -420648.250000 Penalty: 2729.410156
	Iteration 6Q: 3 clusters Score -420648.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -420852.406250 Penalty: 2729.410156
	Iteration 7F: 3 clusters Score -420852.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -421043.312500 Penalty: 2729.410156
	Iteration 8Q: 3 clusters Score -421043.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -421155.093750 Penalty: 2729.410156
	Iteration 9Q: 3 clusters Score -421155.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -421236.906250 Penalty: 2729.410156
	Iteration 10Q: 3 clusters Score -421236.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -421303.625000 Penalty: 2729.410156
	Iteration 11Q: 3 clusters Score -421303.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -421360.562500 Penalty: 2729.410156
	Iteration 12Q: 3 clusters Score -421360.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -421397.781250 Penalty: 2729.410156
	Iteration 13Q: 3 clusters Score -421397.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -421414.562500 Penalty: 2729.410156
	Iteration 14Q: 3 clusters Score -421414.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -421426.218750 Penalty: 2729.410156
	Iteration 15Q: 3 clusters Score -421426.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -421434.187500 Penalty: 2729.410156
	Iteration 16Q: 3 clusters Score -421434.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -421439.906250 Penalty: 2729.410156
	Iteration 17Q: 3 clusters Score -421439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -421440.968750 Penalty: 2729.410156
	Iteration 18Q: 3 clusters Score -421441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -421443.250000 Penalty: 2729.410156
	Iteration 19Q: 3 clusters Score -421443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -421447.718750 Penalty: 2729.410156
	Iteration 20F: 3 clusters Score -421447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -421454.125000 Penalty: 2729.410156
	Iteration 21Q: 3 clusters Score -421454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -421456.937500 Penalty: 2729.410156
	Iteration 22Q: 3 clusters Score -421456.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -421458.656250 Penalty: 2729.410156
	Iteration 23Q: 3 clusters Score -421458.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -421460.187500 Penalty: 2729.410156
	Iteration 24Q: 3 clusters Score -421460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -421460.437500 Penalty: 2729.410156
	Iteration 25Q: 3 clusters Score -421460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -421459.968750 Penalty: 2729.410156
	Iteration 26Q: 3 clusters Score -421460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -421460.593750 Penalty: 2729.410156
	Iteration 27Q: 3 clusters Score -421460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -421460.593750 Penalty: 2729.410156
	Iteration 28F: 3 clusters Score -421460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -290230.125000 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -290230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287556.812500 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -287556.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288252.031250 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -288252 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -288440.843750 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -288440.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288630.343750 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -288630.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -288899.812500 Penalty: 2594.285156
	Iteration 4F: 3 clusters Score -288899.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -289121.843750 Penalty: 2594.285156
	Iteration 5F: 3 clusters Score -289121.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -289257.718750 Penalty: 2594.285156
	Iteration 6F: 3 clusters Score -289257.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -289347.781250 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -289347.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -289415.187500 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -289415.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -289462.906250 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -289462.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -289487.187500 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -289487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -289497.812500 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -289497.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -289507.531250 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -289507.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -289518.125000 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -289518.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -289524.187500 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -289524.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -289531.687500 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -289531.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -289538.812500 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -289538.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -289543.062500 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -289543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -289549.281250 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -289549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -289552.156250 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -289552.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -289554.562500 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -289554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -289555.343750 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -289555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -289555.906250 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -289555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -289556.718750 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -289556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -289556.875000 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -289556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -289556.750000 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -289556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -289556.750000 Penalty: 2594.285156
	Iteration 26F: 3 clusters Score -289556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Entering Unmasked Estep 
Score: -984567.562500 Penalty: 1490.232910
	Iteration 0F: 2 clusters Score -984567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -977746.750000 Penalty: 2980.465820
	Iteration 0F: 3 clusters Score -977746.8 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -979864.937500 Penalty: 2980.465820
	Iteration 1F: 3 clusters Score -979864.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -980110.250000 Penalty: 2980.465820
	Iteration 2F: 3 clusters Score -980110.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -980296.125000 Penalty: 2980.465820
	Iteration 3Q: 3 clusters Score -980296.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -980471.875000 Penalty: 2980.465820
	Iteration 4Q: 3 clusters Score -980471.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -980672.500000 Penalty: 2980.465820
	Iteration 5Q: 3 clusters Score -980672.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -980943.625000 Penalty: 2980.465820
	Iteration 6F: 3 clusters Score -980943.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -981279.812500 Penalty: 2980.465820
	Iteration 7F: 3 clusters Score -981279.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -981673.375000 Penalty: 2980.465820
	Iteration 8F: 3 clusters Score -981673.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -982084.000000 Penalty: 2980.465820
	Iteration 9F: 3 clusters Score -982084 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -982462.687500 Penalty: 2980.465820
	Iteration 10Q: 3 clusters Score -982462.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -982794.437500 Penalty: 2980.465820
	Iteration 11Q: 3 clusters Score -982794.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -983028.187500 Penalty: 2980.465820
	Iteration 12Q: 3 clusters Score -983028.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -983157.375000 Penalty: 2980.465820
	Iteration 13Q: 3 clusters Score -983157.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -983232.250000 Penalty: 2980.465820
	Iteration 14Q: 3 clusters Score -983232.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -983272.125000 Penalty: 2980.465820
	Iteration 15Q: 3 clusters Score -983272.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -983297.312500 Penalty: 2980.465820
	Iteration 16Q: 3 clusters Score -983297.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -983316.312500 Penalty: 2980.465820
	Iteration 17Q: 3 clusters Score -983316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -983334.187500 Penalty: 2980.465820
	Iteration 18Q: 3 clusters Score -983334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -983344.937500 Penalty: 2980.465820
	Iteration 19Q: 3 clusters Score -983344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -983348.875000 Penalty: 2980.465820
	Iteration 20F: 3 clusters Score -983348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -983349.250000 Penalty: 2980.465820
	Iteration 21Q: 3 clusters Score -983349.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -983349.250000 Penalty: 2980.465820
	Iteration 22F: 3 clusters Score -983349.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Entering Unmasked Estep 
Score: -849363.000000 Penalty: 1468.444580
	Iteration 0F: 2 clusters Score -849363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -843274.500000 Penalty: 2936.889160
	Iteration 0F: 3 clusters Score -843274.5 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -845455.562500 Penalty: 2936.889160
	Iteration 1F: 3 clusters Score -845455.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -846098.000000 Penalty: 2936.889160
	Iteration 2F: 3 clusters Score -846098 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -846814.937500 Penalty: 2936.889160
	Iteration 3F: 3 clusters Score -846814.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -847402.250000 Penalty: 2936.889160
	Iteration 4F: 3 clusters Score -847402.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -847752.687500 Penalty: 2936.889160
	Iteration 5F: 3 clusters Score -847752.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -847934.062500 Penalty: 2936.889160
	Iteration 6Q: 3 clusters Score -847934.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -848058.875000 Penalty: 2936.889160
	Iteration 7Q: 3 clusters Score -848058.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -848158.687500 Penalty: 2936.889160
	Iteration 8Q: 3 clusters Score -848158.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -848238.375000 Penalty: 2936.889160
	Iteration 9Q: 3 clusters Score -848238.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -848322.312500 Penalty: 2936.889160
	Iteration 10Q: 3 clusters Score -848322.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -848429.312500 Penalty: 2936.889160
	Iteration 11Q: 3 clusters Score -848429.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -848528.000000 Penalty: 2936.889160
	Iteration 12Q: 3 clusters Score -848528 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -848630.687500 Penalty: 2936.889160
	Iteration 13Q: 3 clusters Score -848630.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -848713.812500 Penalty: 2936.889160
	Iteration 14Q: 3 clusters Score -848713.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -848775.500000 Penalty: 2936.889160
	Iteration 15Q: 3 clusters Score -848775.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -848827.562500 Penalty: 2936.889160
	Iteration 16Q: 3 clusters Score -848827.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -848868.437500 Penalty: 2936.889160
	Iteration 17Q: 3 clusters Score -848868.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -848892.937500 Penalty: 2936.889160
	Iteration 18Q: 3 clusters Score -848892.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -848904.500000 Penalty: 2936.889160
	Iteration 19Q: 3 clusters Score -848904.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -848910.875000 Penalty: 2936.889160
	Iteration 20F: 3 clusters Score -848910.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -848916.750000 Penalty: 2936.889160
	Iteration 21Q: 3 clusters Score -848916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -848921.500000 Penalty: 2936.889160
	Iteration 22Q: 3 clusters Score -848921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -848921.875000 Penalty: 2936.889160
	Iteration 23Q: 3 clusters Score -848921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -848926.625000 Penalty: 2936.889160
	Iteration 24Q: 3 clusters Score -848926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -848930.187500 Penalty: 2936.889160
	Iteration 25Q: 3 clusters Score -848930.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -848933.187500 Penalty: 2936.889160
	Iteration 26Q: 3 clusters Score -848933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -848933.312500 Penalty: 2936.889160
	Iteration 27Q: 3 clusters Score -848933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -848934.562500 Penalty: 2936.889160
	Iteration 28Q: 3 clusters Score -848934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -848936.687500 Penalty: 2936.889160
	Iteration 29Q: 3 clusters Score -848936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -848936.750000 Penalty: 2936.889160
	Iteration 30Q: 3 clusters Score -848936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -848938.375000 Penalty: 2936.889160
	Iteration 31Q: 3 clusters Score -848938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -848937.875000 Penalty: 2936.889160
	Iteration 32Q: 3 clusters Score -848937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -848939.312500 Penalty: 2936.889160
	Iteration 33Q: 3 clusters Score -848939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -848941.375000 Penalty: 2936.889160
	Iteration 34Q: 3 clusters Score -848941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -848941.875000 Penalty: 2936.889160
	Iteration 35Q: 3 clusters Score -848941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -848943.937500 Penalty: 2936.889160
	Iteration 36Q: 3 clusters Score -848943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -848944.187500 Penalty: 2936.889160
	Iteration 37Q: 3 clusters Score -848944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -848946.625000 Penalty: 2936.889160
	Iteration 38Q: 3 clusters Score -848946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -848945.937500 Penalty: 2936.889160
	Iteration 39Q: 3 clusters Score -848945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -848945.687500 Penalty: 2936.889160
	Iteration 40F: 3 clusters Score -848945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -848945.000000 Penalty: 2936.889160
	Iteration 41Q: 3 clusters Score -848945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -848946.937500 Penalty: 2936.889160
	Iteration 42Q: 3 clusters Score -848946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -848946.750000 Penalty: 2936.889160
	Iteration 43Q: 3 clusters Score -848946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -848947.562500 Penalty: 2936.889160
	Iteration 44Q: 3 clusters Score -848947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -848947.875000 Penalty: 2936.889160
	Iteration 45Q: 3 clusters Score -848947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -848947.875000 Penalty: 2936.889160
	Iteration 46F: 3 clusters Score -848947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Entering Unmasked Estep 
Score: -1013351.687500 Penalty: 1490.688599
	Iteration 0F: 2 clusters Score -1013352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1006392.375000 Penalty: 2981.377197
	Iteration 0F: 3 clusters Score -1006392 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1008671.500000 Penalty: 2981.377197
	Iteration 1F: 3 clusters Score -1008672 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1008909.437500 Penalty: 2981.377197
	Iteration 2F: 3 clusters Score -1008909 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1009092.562500 Penalty: 2981.377197
	Iteration 3Q: 3 clusters Score -1009093 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1009259.000000 Penalty: 2981.377197
	Iteration 4Q: 3 clusters Score -1009259 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1009441.687500 Penalty: 2981.377197
	Iteration 5Q: 3 clusters Score -1009442 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1009636.625000 Penalty: 2981.377197
	Iteration 6Q: 3 clusters Score -1009637 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1009835.312500 Penalty: 2981.377197
	Iteration 7Q: 3 clusters Score -1009835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1010074.500000 Penalty: 2981.377197
	Iteration 8Q: 3 clusters Score -1010074 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1010372.062500 Penalty: 2981.377197
	Iteration 9Q: 3 clusters Score -1010372 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1010673.500000 Penalty: 2981.377197
	Iteration 10Q: 3 clusters Score -1010674 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1010919.375000 Penalty: 2981.377197
	Iteration 11Q: 3 clusters Score -1010919 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1011118.187500 Penalty: 2981.377197
	Iteration 12Q: 3 clusters Score -1011118 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1011259.500000 Penalty: 2981.377197
	Iteration 13Q: 3 clusters Score -1011260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1011381.562500 Penalty: 2981.377197
	Iteration 14Q: 3 clusters Score -1011382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1011477.062500 Penalty: 2981.377197
	Iteration 15Q: 3 clusters Score -1011477 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1011556.437500 Penalty: 2981.377197
	Iteration 16Q: 3 clusters Score -1011556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1011598.500000 Penalty: 2981.377197
	Iteration 17Q: 3 clusters Score -1011598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1011640.187500 Penalty: 2981.377197
	Iteration 18Q: 3 clusters Score -1011640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1011673.437500 Penalty: 2981.377197
	Iteration 19Q: 3 clusters Score -1011673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1011690.937500 Penalty: 2981.377197
	Iteration 20F: 3 clusters Score -1011691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1011708.625000 Penalty: 2981.377197
	Iteration 21Q: 3 clusters Score -1011709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1011716.187500 Penalty: 2981.377197
	Iteration 22Q: 3 clusters Score -1011716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1011724.937500 Penalty: 2981.377197
	Iteration 23Q: 3 clusters Score -1011725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1011734.875000 Penalty: 2981.377197
	Iteration 24Q: 3 clusters Score -1011735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1011746.625000 Penalty: 2981.377197
	Iteration 25Q: 3 clusters Score -1011747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1011755.687500 Penalty: 2981.377197
	Iteration 26Q: 3 clusters Score -1011756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1011765.750000 Penalty: 2981.377197
	Iteration 27Q: 3 clusters Score -1011766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1011775.625000 Penalty: 2981.377197
	Iteration 28Q: 3 clusters Score -1011776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1011784.125000 Penalty: 2981.377197
	Iteration 29Q: 3 clusters Score -1011784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1011790.437500 Penalty: 2981.377197
	Iteration 30Q: 3 clusters Score -1011790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1011799.812500 Penalty: 2981.377197
	Iteration 31Q: 3 clusters Score -1011800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1011806.750000 Penalty: 2981.377197
	Iteration 32Q: 3 clusters Score -1011807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1011812.250000 Penalty: 2981.377197
	Iteration 33Q: 3 clusters Score -1011812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1011816.125000 Penalty: 2981.377197
	Iteration 34Q: 3 clusters Score -1011816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1011819.750000 Penalty: 2981.377197
	Iteration 35Q: 3 clusters Score -1011820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1011824.187500 Penalty: 2981.377197
	Iteration 36Q: 3 clusters Score -1011824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1011823.687500 Penalty: 2981.377197
	Iteration 37Q: 3 clusters Score -1011824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1011827.562500 Penalty: 2981.377197
	Iteration 38Q: 3 clusters Score -1011828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1011829.062500 Penalty: 2981.377197
	Iteration 39Q: 3 clusters Score -1011829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1011833.062500 Penalty: 2981.377197
	Iteration 40F: 3 clusters Score -1011833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1011837.625000 Penalty: 2981.377197
	Iteration 41Q: 3 clusters Score -1011838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1011842.562500 Penalty: 2981.377197
	Iteration 42Q: 3 clusters Score -1011843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1011846.875000 Penalty: 2981.377197
	Iteration 43Q: 3 clusters Score -1011847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1011854.062500 Penalty: 2981.377197
	Iteration 44Q: 3 clusters Score -1011854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1011862.125000 Penalty: 2981.377197
	Iteration 45Q: 3 clusters Score -1011862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1011867.875000 Penalty: 2981.377197
	Iteration 46Q: 3 clusters Score -1011868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1011870.625000 Penalty: 2981.377197
	Iteration 47Q: 3 clusters Score -1011871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1011878.062500 Penalty: 2981.377197
	Iteration 48Q: 3 clusters Score -1011878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1011883.750000 Penalty: 2981.377197
	Iteration 49Q: 3 clusters Score -1011884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1011886.625000 Penalty: 2981.377197
	Iteration 50Q: 3 clusters Score -1011887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1011890.062500 Penalty: 2981.377197
	Iteration 51Q: 3 clusters Score -1011890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1011894.187500 Penalty: 2981.377197
	Iteration 52Q: 3 clusters Score -1011894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1011895.750000 Penalty: 2981.377197
	Iteration 53Q: 3 clusters Score -1011896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1011899.250000 Penalty: 2981.377197
	Iteration 54Q: 3 clusters Score -1011899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1011902.375000 Penalty: 2981.377197
	Iteration 55Q: 3 clusters Score -1011902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1011904.125000 Penalty: 2981.377197
	Iteration 56Q: 3 clusters Score -1011904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1011906.687500 Penalty: 2981.377197
	Iteration 57Q: 3 clusters Score -1011907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1011907.187500 Penalty: 2981.377197
	Iteration 58Q: 3 clusters Score -1011907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1011907.562500 Penalty: 2981.377197
	Iteration 59Q: 3 clusters Score -1011908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1011912.312500 Penalty: 2981.377197
	Iteration 60F: 3 clusters Score -1011912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1011912.937500 Penalty: 2981.377197
	Iteration 61Q: 3 clusters Score -1011913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1011913.250000 Penalty: 2981.377197
	Iteration 62Q: 3 clusters Score -1011913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1011915.125000 Penalty: 2981.377197
	Iteration 63Q: 3 clusters Score -1011915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1011914.687500 Penalty: 2981.377197
	Iteration 64Q: 3 clusters Score -1011915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1011918.187500 Penalty: 2981.377197
	Iteration 65Q: 3 clusters Score -1011918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1011920.687500 Penalty: 2981.377197
	Iteration 66Q: 3 clusters Score -1011921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1011921.625000 Penalty: 2981.377197
	Iteration 67Q: 3 clusters Score -1011922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1011921.250000 Penalty: 2981.377197
	Iteration 68Q: 3 clusters Score -1011921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1011922.187500 Penalty: 2981.377197
	Iteration 69Q: 3 clusters Score -1011922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1011925.437500 Penalty: 2981.377197
	Iteration 70Q: 3 clusters Score -1011925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1011929.562500 Penalty: 2981.377197
	Iteration 71Q: 3 clusters Score -1011930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1011931.625000 Penalty: 2981.377197
	Iteration 72Q: 3 clusters Score -1011932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1011932.625000 Penalty: 2981.377197
	Iteration 73Q: 3 clusters Score -1011933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1011932.937500 Penalty: 2981.377197
	Iteration 74Q: 3 clusters Score -1011933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1011932.937500 Penalty: 2981.377197
	Iteration 75F: 3 clusters Score -1011933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -762760.000000 Penalty: 1452.340698
	Iteration 0F: 2 clusters Score -762760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -757123.625000 Penalty: 2904.681396
	Iteration 0F: 3 clusters Score -757123.6 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -758994.937500 Penalty: 2904.681396
	Iteration 1F: 3 clusters Score -758994.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -759398.062500 Penalty: 2904.681396
	Iteration 2F: 3 clusters Score -759398.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -759895.937500 Penalty: 2904.681396
	Iteration 3F: 3 clusters Score -759895.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -760484.812500 Penalty: 2904.681396
	Iteration 4F: 3 clusters Score -760484.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -760999.812500 Penalty: 2904.681396
	Iteration 5F: 3 clusters Score -760999.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -761398.187500 Penalty: 2904.681396
	Iteration 6F: 3 clusters Score -761398.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -761626.125000 Penalty: 2904.681396
	Iteration 7F: 3 clusters Score -761626.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -761766.250000 Penalty: 2904.681396
	Iteration 8Q: 3 clusters Score -761766.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -761859.875000 Penalty: 2904.681396
	Iteration 9Q: 3 clusters Score -761859.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -761924.937500 Penalty: 2904.681396
	Iteration 10Q: 3 clusters Score -761924.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -761968.000000 Penalty: 2904.681396
	Iteration 11Q: 3 clusters Score -761968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -761991.812500 Penalty: 2904.681396
	Iteration 12Q: 3 clusters Score -761991.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -762007.437500 Penalty: 2904.681396
	Iteration 13Q: 3 clusters Score -762007.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -762017.312500 Penalty: 2904.681396
	Iteration 14Q: 3 clusters Score -762017.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -762019.000000 Penalty: 2904.681396
	Iteration 15Q: 3 clusters Score -762019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -762029.125000 Penalty: 2904.681396
	Iteration 16Q: 3 clusters Score -762029.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -762032.750000 Penalty: 2904.681396
	Iteration 17Q: 3 clusters Score -762032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -762036.125000 Penalty: 2904.681396
	Iteration 18Q: 3 clusters Score -762036.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -762036.750000 Penalty: 2904.681396
	Iteration 19Q: 3 clusters Score -762036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -762041.875000 Penalty: 2904.681396
	Iteration 20F: 3 clusters Score -762041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -762043.375000 Penalty: 2904.681396
	Iteration 21Q: 3 clusters Score -762043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -762044.875000 Penalty: 2904.681396
	Iteration 22Q: 3 clusters Score -762044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -762046.375000 Penalty: 2904.681396
	Iteration 23Q: 3 clusters Score -762046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -762048.437500 Penalty: 2904.681396
	Iteration 24Q: 3 clusters Score -762048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -762048.937500 Penalty: 2904.681396
	Iteration 25Q: 3 clusters Score -762048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -762048.312500 Penalty: 2904.681396
	Iteration 26Q: 3 clusters Score -762048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -762047.937500 Penalty: 2904.681396
	Iteration 27Q: 3 clusters Score -762047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -762049.812500 Penalty: 2904.681396
	Iteration 28Q: 3 clusters Score -762049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -762049.812500 Penalty: 2904.681396
	Iteration 29F: 3 clusters Score -762049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 14932 members 
Mstep: Class 5 contains 31936 members 
Mstep: Class 6 contains 71391 members 
Mstep: Class 7 contains 35474 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91730 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 120616 members 
Mstep: Class 14 contains 69059 members 
Mstep: Class 15 contains 180634 members 
Mstep: Class 16 contains 96654 members 
Mstep: Class 17 contains 94560 members 
Mstep: Class 18 contains 11369 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 22834 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17709 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 103852 members 
Mstep: Class 30 contains 32242 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41055 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 29307 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 20166 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8405 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069520.000000 Penalty: 104160.664062
Iteration 319Q: 46 clusters Score -1.540695e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 27092 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 31939 members 
Mstep: Class 6 contains 71388 members 
Mstep: Class 7 contains 35465 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91724 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82418 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 120643 members 
Mstep: Class 14 contains 69061 members 
Mstep: Class 15 contains 180629 members 
Mstep: Class 16 contains 96646 members 
Mstep: Class 17 contains 94559 members 
Mstep: Class 18 contains 11372 members 
Mstep: Class 19 contains 3367 members 
Mstep: Class 20 contains 9709 members 
Mstep: Class 21 contains 7838 members 
Mstep: Class 22 contains 22852 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16484 members 
Mstep: Class 25 contains 5396 members 
Mstep: Class 26 contains 17699 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29557 members 
Mstep: Class 29 contains 103850 members 
Mstep: Class 30 contains 32271 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41057 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 20159 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8404 members 
Mstep: Class 44 contains 9638 members 
Mstep: Class 45 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069584.000000 Penalty: 104160.664062
Iteration 320F: 46 clusters Score -1.540696e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 27076 members 
Mstep: Class 4 contains 14935 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71381 members 
Mstep: Class 7 contains 35463 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91725 members 
Mstep: Class 10 contains 15546 members 
Mstep: Class 11 contains 82414 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 120660 members 
Mstep: Class 14 contains 69060 members 
Mstep: Class 15 contains 180627 members 
Mstep: Class 16 contains 96646 members 
Mstep: Class 17 contains 94552 members 
Mstep: Class 18 contains 11375 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 9715 members 
Mstep: Class 21 contains 7831 members 
Mstep: Class 22 contains 22869 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17682 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29554 members 
Mstep: Class 29 contains 103846 members 
Mstep: Class 30 contains 32299 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41060 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29308 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 20143 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 8406 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069712.000000 Penalty: 104160.664062
Iteration 321Q: 46 clusters Score -1.540697e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 27052 members 
Mstep: Class 4 contains 14933 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71377 members 
Mstep: Class 7 contains 35462 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91723 members 
Mstep: Class 10 contains 15547 members 
Mstep: Class 11 contains 82412 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 120681 members 
Mstep: Class 14 contains 69058 members 
Mstep: Class 15 contains 180630 members 
Mstep: Class 16 contains 96641 members 
Mstep: Class 17 contains 94545 members 
Mstep: Class 18 contains 11377 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 9717 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 22886 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16483 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17663 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29552 members 
Mstep: Class 29 contains 103844 members 
Mstep: Class 30 contains 32323 members 
Mstep: Class 31 contains 8934 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41062 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29308 members 
Mstep: Class 37 contains 3262 members 
Mstep: Class 38 contains 20140 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 4445 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9613 members 
Mstep: Class 43 contains 8408 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069664.000000 Penalty: 104160.664062
Iteration 322Q: 46 clusters Score -1.540697e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155080 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 27025 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 71376 members 
Mstep: Class 7 contains 35457 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91713 members 
Mstep: Class 10 contains 15547 members 
Mstep: Class 11 contains 82411 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 120700 members 
Mstep: Class 14 contains 69056 members 
Mstep: Class 15 contains 180627 members 
Mstep: Class 16 contains 96648 members 
Mstep: Class 17 contains 94535 members 
Mstep: Class 18 contains 11381 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 9723 members 
Mstep: Class 21 contains 7822 members 
Mstep: Class 22 contains 22905 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16482 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17642 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29546 members 
Mstep: Class 29 contains 103838 members 
Mstep: Class 30 contains 32352 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41064 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29311 members 
Mstep: Class 37 contains 3276 members 
Mstep: Class 38 contains 20132 members 
Mstep: Class 39 contains 3374 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9613 members 
Mstep: Class 43 contains 8412 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069728.000000 Penalty: 104160.664062
Iteration 323Q: 46 clusters Score -1.540697e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 27008 members 
Mstep: Class 4 contains 14926 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 35453 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 91717 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82409 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 120721 members 
Mstep: Class 14 contains 69054 members 
Mstep: Class 15 contains 180617 members 
Mstep: Class 16 contains 96648 members 
Mstep: Class 17 contains 94524 members 
Mstep: Class 18 contains 11386 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 9730 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 22 contains 22914 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16480 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17625 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29542 members 
Mstep: Class 29 contains 103835 members 
Mstep: Class 30 contains 32377 members 
Mstep: Class 31 contains 8935 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41065 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29310 members 
Mstep: Class 37 contains 3283 members 
Mstep: Class 38 contains 20124 members 
Mstep: Class 39 contains 3376 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9614 members 
Mstep: Class 43 contains 8412 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 324Q: 46 clusters Score -1.540699e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155077 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 26984 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71370 members 
Mstep: Class 7 contains 35451 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 91718 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82405 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120744 members 
Mstep: Class 14 contains 69052 members 
Mstep: Class 15 contains 180607 members 
Mstep: Class 16 contains 96648 members 
Mstep: Class 17 contains 94522 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 9739 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 22931 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17611 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 103830 members 
Mstep: Class 30 contains 32408 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41066 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 3292 members 
Mstep: Class 38 contains 20114 members 
Mstep: Class 39 contains 3377 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9615 members 
Mstep: Class 43 contains 8414 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070032.000000 Penalty: 104160.664062
Iteration 325Q: 46 clusters Score -1.5407e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155077 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 26964 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71366 members 
Mstep: Class 7 contains 35450 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 91719 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 120762 members 
Mstep: Class 14 contains 69051 members 
Mstep: Class 15 contains 180599 members 
Mstep: Class 16 contains 96652 members 
Mstep: Class 17 contains 94520 members 
Mstep: Class 18 contains 11394 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 9743 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 22946 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17598 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29527 members 
Mstep: Class 29 contains 103819 members 
Mstep: Class 30 contains 32438 members 
Mstep: Class 31 contains 8937 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41068 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29307 members 
Mstep: Class 37 contains 3297 members 
Mstep: Class 38 contains 20109 members 
Mstep: Class 39 contains 3381 members 
Mstep: Class 40 contains 4440 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8415 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070224.000000 Penalty: 104160.664062
Iteration 326Q: 46 clusters Score -1.540702e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26942 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71367 members 
Mstep: Class 7 contains 35444 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91720 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82396 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120774 members 
Mstep: Class 14 contains 69051 members 
Mstep: Class 15 contains 180603 members 
Mstep: Class 16 contains 96652 members 
Mstep: Class 17 contains 94520 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 9750 members 
Mstep: Class 21 contains 7808 members 
Mstep: Class 22 contains 22959 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17588 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29518 members 
Mstep: Class 29 contains 103813 members 
Mstep: Class 30 contains 32468 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41068 members 
Mstep: Class 35 contains 5602 members 
Mstep: Class 36 contains 29304 members 
Mstep: Class 37 contains 3301 members 
Mstep: Class 38 contains 20100 members 
Mstep: Class 39 contains 3384 members 
Mstep: Class 40 contains 4440 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8419 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070304.000000 Penalty: 104160.664062
Iteration 327Q: 46 clusters Score -1.540703e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26927 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71366 members 
Mstep: Class 7 contains 35439 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 91716 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82399 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 120777 members 
Mstep: Class 14 contains 69050 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96651 members 
Mstep: Class 17 contains 94517 members 
Mstep: Class 18 contains 11399 members 
Mstep: Class 19 contains 3370 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 7804 members 
Mstep: Class 22 contains 22971 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17582 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29513 members 
Mstep: Class 29 contains 103811 members 
Mstep: Class 30 contains 32495 members 
Mstep: Class 31 contains 8933 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41068 members 
Mstep: Class 35 contains 5603 members 
Mstep: Class 36 contains 29297 members 
Mstep: Class 37 contains 3306 members 
Mstep: Class 38 contains 20092 members 
Mstep: Class 39 contains 3386 members 
Mstep: Class 40 contains 4441 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8421 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070272.000000 Penalty: 104160.664062
Iteration 328Q: 46 clusters Score -1.540703e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155057 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 26909 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71362 members 
Mstep: Class 7 contains 35429 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 91713 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120784 members 
Mstep: Class 14 contains 69050 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96646 members 
Mstep: Class 17 contains 94510 members 
Mstep: Class 18 contains 11401 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 9764 members 
Mstep: Class 21 contains 7810 members 
Mstep: Class 22 contains 22983 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17571 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29510 members 
Mstep: Class 29 contains 103809 members 
Mstep: Class 30 contains 32525 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41067 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29293 members 
Mstep: Class 37 contains 3310 members 
Mstep: Class 38 contains 20091 members 
Mstep: Class 39 contains 3388 members 
Mstep: Class 40 contains 4439 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8422 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070272.000000 Penalty: 104160.664062
Iteration 329Q: 46 clusters Score -1.540703e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155046 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 26888 members 
Mstep: Class 4 contains 14931 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 71361 members 
Mstep: Class 7 contains 35426 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91716 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82398 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120792 members 
Mstep: Class 14 contains 69051 members 
Mstep: Class 15 contains 180607 members 
Mstep: Class 16 contains 96636 members 
Mstep: Class 17 contains 94510 members 
Mstep: Class 18 contains 11403 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 9765 members 
Mstep: Class 21 contains 7809 members 
Mstep: Class 22 contains 22996 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16478 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17573 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29509 members 
Mstep: Class 29 contains 103806 members 
Mstep: Class 30 contains 32549 members 
Mstep: Class 31 contains 8930 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41070 members 
Mstep: Class 35 contains 5602 members 
Mstep: Class 36 contains 29290 members 
Mstep: Class 37 contains 3312 members 
Mstep: Class 38 contains 20087 members 
Mstep: Class 39 contains 3389 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8423 members 
Mstep: Class 44 contains 9637 members 
Mstep: Class 45 contains 7611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070240.000000 Penalty: 104160.664062
Iteration 330Q: 46 clusters Score -1.540702e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 26870 members 
Mstep: Class 4 contains 14931 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71362 members 
Mstep: Class 7 contains 35425 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91710 members 
Mstep: Class 10 contains 15546 members 
Mstep: Class 11 contains 82398 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120801 members 
Mstep: Class 14 contains 69050 members 
Mstep: Class 15 contains 180612 members 
Mstep: Class 16 contains 96633 members 
Mstep: Class 17 contains 94516 members 
Mstep: Class 18 contains 11406 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9774 members 
Mstep: Class 21 contains 7807 members 
Mstep: Class 22 contains 23004 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 5397 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29508 members 
Mstep: Class 29 contains 103799 members 
Mstep: Class 30 contains 32567 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41070 members 
Mstep: Class 35 contains 5602 members 
Mstep: Class 36 contains 29287 members 
Mstep: Class 37 contains 3312 members 
Mstep: Class 38 contains 20080 members 
Mstep: Class 39 contains 3389 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8425 members 
Mstep: Class 44 contains 9639 members 
Mstep: Class 45 contains 7611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070192.000000 Penalty: 104160.664062
Iteration 331Q: 46 clusters Score -1.540702e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155045 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 26857 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71357 members 
Mstep: Class 7 contains 35418 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91706 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120803 members 
Mstep: Class 14 contains 69051 members 
Mstep: Class 15 contains 180618 members 
Mstep: Class 16 contains 96625 members 
Mstep: Class 17 contains 94519 members 
Mstep: Class 18 contains 11407 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9782 members 
Mstep: Class 21 contains 7806 members 
Mstep: Class 22 contains 23014 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17564 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29507 members 
Mstep: Class 29 contains 103798 members 
Mstep: Class 30 contains 32581 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41071 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29283 members 
Mstep: Class 37 contains 3312 members 
Mstep: Class 38 contains 20074 members 
Mstep: Class 39 contains 3388 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8429 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070080.000000 Penalty: 104160.664062
Iteration 332Q: 46 clusters Score -1.540701e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155039 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26849 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71353 members 
Mstep: Class 7 contains 35412 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91708 members 
Mstep: Class 10 contains 15546 members 
Mstep: Class 11 contains 82397 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120809 members 
Mstep: Class 14 contains 69048 members 
Mstep: Class 15 contains 180617 members 
Mstep: Class 16 contains 96616 members 
Mstep: Class 17 contains 94519 members 
Mstep: Class 18 contains 11409 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9786 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 23023 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17561 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29507 members 
Mstep: Class 29 contains 103795 members 
Mstep: Class 30 contains 32609 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41074 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29279 members 
Mstep: Class 37 contains 3313 members 
Mstep: Class 38 contains 20068 members 
Mstep: Class 39 contains 3388 members 
Mstep: Class 40 contains 4441 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8432 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070160.000000 Penalty: 104160.664062
Iteration 333Q: 46 clusters Score -1.540702e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26837 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71347 members 
Mstep: Class 7 contains 35404 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91708 members 
Mstep: Class 10 contains 15546 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120822 members 
Mstep: Class 14 contains 69050 members 
Mstep: Class 15 contains 180614 members 
Mstep: Class 16 contains 96613 members 
Mstep: Class 17 contains 94526 members 
Mstep: Class 18 contains 11409 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7800 members 
Mstep: Class 22 contains 23036 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16471 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17564 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29507 members 
Mstep: Class 29 contains 103790 members 
Mstep: Class 30 contains 32619 members 
Mstep: Class 31 contains 8930 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41076 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 3315 members 
Mstep: Class 38 contains 20059 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4443 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8434 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070000.000000 Penalty: 104160.664062
Iteration 334Q: 46 clusters Score -1.5407e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26828 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71343 members 
Mstep: Class 7 contains 35398 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91704 members 
Mstep: Class 10 contains 15545 members 
Mstep: Class 11 contains 82399 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120831 members 
Mstep: Class 14 contains 69050 members 
Mstep: Class 15 contains 180613 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 94529 members 
Mstep: Class 18 contains 11410 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 23046 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16464 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17556 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29509 members 
Mstep: Class 29 contains 103788 members 
Mstep: Class 30 contains 32632 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41083 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3316 members 
Mstep: Class 38 contains 20056 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4445 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8434 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 104160.664062
Iteration 335Q: 46 clusters Score -1.540698e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26816 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 35396 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91704 members 
Mstep: Class 10 contains 15547 members 
Mstep: Class 11 contains 82396 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120839 members 
Mstep: Class 14 contains 69048 members 
Mstep: Class 15 contains 180618 members 
Mstep: Class 16 contains 96610 members 
Mstep: Class 17 contains 94534 members 
Mstep: Class 18 contains 11412 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 23058 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16462 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17550 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29508 members 
Mstep: Class 29 contains 103783 members 
Mstep: Class 30 contains 32644 members 
Mstep: Class 31 contains 8933 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41083 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3317 members 
Mstep: Class 38 contains 20055 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8434 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069728.000000 Penalty: 104160.664062
Iteration 336Q: 46 clusters Score -1.540697e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26809 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35396 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91704 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82396 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120845 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 180618 members 
Mstep: Class 16 contains 96615 members 
Mstep: Class 17 contains 94538 members 
Mstep: Class 18 contains 11413 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 23057 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16462 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17547 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 29506 members 
Mstep: Class 29 contains 103780 members 
Mstep: Class 30 contains 32654 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41085 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3319 members 
Mstep: Class 38 contains 20049 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8435 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 337Q: 46 clusters Score -1.540699e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26807 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71342 members 
Mstep: Class 7 contains 35397 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91699 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82397 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120850 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 180618 members 
Mstep: Class 16 contains 96611 members 
Mstep: Class 17 contains 94545 members 
Mstep: Class 18 contains 11416 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9791 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 23060 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16462 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17552 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29501 members 
Mstep: Class 29 contains 103779 members 
Mstep: Class 30 contains 32662 members 
Mstep: Class 31 contains 8929 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41083 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3319 members 
Mstep: Class 38 contains 20043 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8437 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069936.000000 Penalty: 104160.664062
Iteration 338Q: 46 clusters Score -1.540699e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26801 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71342 members 
Mstep: Class 7 contains 35395 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91701 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82398 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120858 members 
Mstep: Class 14 contains 69047 members 
Mstep: Class 15 contains 180616 members 
Mstep: Class 16 contains 96609 members 
Mstep: Class 17 contains 94553 members 
Mstep: Class 18 contains 11417 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 23062 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16458 members 
Mstep: Class 25 contains 5398 members 
Mstep: Class 26 contains 17553 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103775 members 
Mstep: Class 30 contains 32668 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41087 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 20041 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069888.000000 Penalty: 104160.664062
Iteration 339Q: 46 clusters Score -1.540699e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154980 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26799 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35391 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91704 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82399 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120863 members 
Mstep: Class 14 contains 69046 members 
Mstep: Class 15 contains 180613 members 
Mstep: Class 16 contains 96613 members 
Mstep: Class 17 contains 94556 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 23064 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16456 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17559 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29495 members 
Mstep: Class 29 contains 103774 members 
Mstep: Class 30 contains 32675 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41087 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 20037 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9640 members 
Mstep: Class 45 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 340F: 46 clusters Score -1.540699e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26794 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71342 members 
Mstep: Class 7 contains 35389 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91703 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120866 members 
Mstep: Class 14 contains 69045 members 
Mstep: Class 15 contains 180612 members 
Mstep: Class 16 contains 96610 members 
Mstep: Class 17 contains 94562 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 23069 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16453 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17562 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103773 members 
Mstep: Class 30 contains 32682 members 
Mstep: Class 31 contains 8922 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41091 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 20034 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069952.000000 Penalty: 104160.664062
Iteration 341Q: 46 clusters Score -1.5407e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154970 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26789 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35391 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91695 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120871 members 
Mstep: Class 14 contains 69045 members 
Mstep: Class 15 contains 180611 members 
Mstep: Class 16 contains 96607 members 
Mstep: Class 17 contains 94566 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 23075 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16451 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29497 members 
Mstep: Class 29 contains 103772 members 
Mstep: Class 30 contains 32689 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41095 members 
Mstep: Class 35 contains 5600 members 
Mstep: Class 36 contains 29279 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 20032 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4448 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9618 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070000.000000 Penalty: 104160.664062
Iteration 342Q: 46 clusters Score -1.5407e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26784 members 
Mstep: Class 4 contains 14927 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35391 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91693 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120876 members 
Mstep: Class 14 contains 69043 members 
Mstep: Class 15 contains 180610 members 
Mstep: Class 16 contains 96604 members 
Mstep: Class 17 contains 94566 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7789 members 
Mstep: Class 22 contains 23076 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16450 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29499 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32693 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41100 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29279 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 20032 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069952.000000 Penalty: 104160.664062
Iteration 343Q: 46 clusters Score -1.5407e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26782 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71339 members 
Mstep: Class 7 contains 35390 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91690 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82400 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120880 members 
Mstep: Class 14 contains 69040 members 
Mstep: Class 15 contains 180611 members 
Mstep: Class 16 contains 96601 members 
Mstep: Class 17 contains 94566 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7787 members 
Mstep: Class 22 contains 23077 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29499 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32699 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41104 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 20031 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4450 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069824.000000 Penalty: 104160.664062
Iteration 344Q: 46 clusters Score -1.540698e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26776 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71343 members 
Mstep: Class 7 contains 35390 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91686 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82399 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120887 members 
Mstep: Class 14 contains 69040 members 
Mstep: Class 15 contains 180612 members 
Mstep: Class 16 contains 96602 members 
Mstep: Class 17 contains 94572 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 22 contains 23078 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17562 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32704 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4865 members 
Mstep: Class 34 contains 41106 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 20030 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4452 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069920.000000 Penalty: 104160.664062
Iteration 345Q: 46 clusters Score -1.540699e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26767 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 35391 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91680 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82401 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120891 members 
Mstep: Class 14 contains 69040 members 
Mstep: Class 15 contains 180615 members 
Mstep: Class 16 contains 96602 members 
Mstep: Class 17 contains 94579 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7785 members 
Mstep: Class 22 contains 23081 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16447 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17561 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32708 members 
Mstep: Class 31 contains 8919 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4864 members 
Mstep: Class 34 contains 41110 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 20029 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070000.000000 Penalty: 104160.664062
Iteration 346Q: 46 clusters Score -1.5407e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26762 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35390 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91676 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82399 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120891 members 
Mstep: Class 14 contains 69040 members 
Mstep: Class 15 contains 180624 members 
Mstep: Class 16 contains 96605 members 
Mstep: Class 17 contains 94581 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7781 members 
Mstep: Class 22 contains 23086 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16447 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17562 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32713 members 
Mstep: Class 31 contains 8918 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41113 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29281 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 20027 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9616 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154070064.000000 Penalty: 104160.664062
Iteration 347Q: 46 clusters Score -1.540701e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26761 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 31942 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 35389 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91676 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82401 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120889 members 
Mstep: Class 14 contains 69038 members 
Mstep: Class 15 contains 180624 members 
Mstep: Class 16 contains 96605 members 
Mstep: Class 17 contains 94582 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7778 members 
Mstep: Class 22 contains 23089 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16447 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29494 members 
Mstep: Class 29 contains 103771 members 
Mstep: Class 30 contains 32717 members 
Mstep: Class 31 contains 8918 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41112 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 20027 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069984.000000 Penalty: 104160.664062
Iteration 348Q: 46 clusters Score -1.5407e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26752 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 35386 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91676 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120894 members 
Mstep: Class 14 contains 69038 members 
Mstep: Class 15 contains 180621 members 
Mstep: Class 16 contains 96605 members 
Mstep: Class 17 contains 94581 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 23094 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16447 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17564 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29494 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32723 members 
Mstep: Class 31 contains 8918 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41113 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 20026 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8439 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069888.000000 Penalty: 104160.664062
Iteration 349Q: 46 clusters Score -1.540699e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26744 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35383 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91676 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120900 members 
Mstep: Class 14 contains 69038 members 
Mstep: Class 15 contains 180621 members 
Mstep: Class 16 contains 96602 members 
Mstep: Class 17 contains 94581 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7773 members 
Mstep: Class 22 contains 23098 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16447 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32726 members 
Mstep: Class 31 contains 8918 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41116 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20027 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 350Q: 46 clusters Score -1.540699e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26735 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35381 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91676 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120909 members 
Mstep: Class 14 contains 69038 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96602 members 
Mstep: Class 17 contains 94580 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23103 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16446 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32727 members 
Mstep: Class 31 contains 8916 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41116 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20029 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 104160.664062
Iteration 351Q: 46 clusters Score -1.540698e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26728 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 91674 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120921 members 
Mstep: Class 14 contains 69037 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96601 members 
Mstep: Class 17 contains 94582 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9788 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23107 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17563 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29494 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32730 members 
Mstep: Class 31 contains 8915 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41116 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20029 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 352Q: 46 clusters Score -1.540699e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 91672 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82401 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120935 members 
Mstep: Class 14 contains 69036 members 
Mstep: Class 15 contains 180621 members 
Mstep: Class 16 contains 96600 members 
Mstep: Class 17 contains 94585 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 23110 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16439 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17566 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29491 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32731 members 
Mstep: Class 31 contains 8914 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41118 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29280 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20027 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 104160.664062
Iteration 353Q: 46 clusters Score -1.540698e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26703 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31940 members 
Mstep: Class 6 contains 71340 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6893 members 
Mstep: Class 9 contains 91669 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82398 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120944 members 
Mstep: Class 14 contains 69036 members 
Mstep: Class 15 contains 180622 members 
Mstep: Class 16 contains 96600 members 
Mstep: Class 17 contains 94583 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9785 members 
Mstep: Class 21 contains 7775 members 
Mstep: Class 22 contains 23115 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103768 members 
Mstep: Class 30 contains 32732 members 
Mstep: Class 31 contains 8915 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41118 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20027 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8440 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069808.000000 Penalty: 104160.664062
Iteration 354Q: 46 clusters Score -1.540698e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26689 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31939 members 
Mstep: Class 6 contains 71339 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 91668 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82398 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120952 members 
Mstep: Class 14 contains 69036 members 
Mstep: Class 15 contains 180622 members 
Mstep: Class 16 contains 96600 members 
Mstep: Class 17 contains 94584 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9786 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 23120 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17575 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29487 members 
Mstep: Class 29 contains 103768 members 
Mstep: Class 30 contains 32733 members 
Mstep: Class 31 contains 8913 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41119 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20025 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8441 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 104160.664062
Iteration 355Q: 46 clusters Score -1.540698e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26679 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6896 members 
Mstep: Class 9 contains 91667 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82399 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120961 members 
Mstep: Class 14 contains 69036 members 
Mstep: Class 15 contains 180621 members 
Mstep: Class 16 contains 96597 members 
Mstep: Class 17 contains 94582 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7774 members 
Mstep: Class 22 contains 23122 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32734 members 
Mstep: Class 31 contains 8912 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41119 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 20024 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 356Q: 46 clusters Score -1.540699e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 26675 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6898 members 
Mstep: Class 9 contains 91664 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82401 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120967 members 
Mstep: Class 14 contains 69034 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96597 members 
Mstep: Class 17 contains 94585 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9787 members 
Mstep: Class 21 contains 7773 members 
Mstep: Class 22 contains 23126 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17578 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32736 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41117 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3324 members 
Mstep: Class 38 contains 20024 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 104160.664062
Iteration 357Q: 46 clusters Score -1.540698e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71338 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91662 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120970 members 
Mstep: Class 14 contains 69033 members 
Mstep: Class 15 contains 180622 members 
Mstep: Class 16 contains 96595 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23129 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16434 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17582 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41119 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3324 members 
Mstep: Class 38 contains 20020 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 358Q: 46 clusters Score -1.540699e+08 nChanged 23
Entering ConstructFrom: 
Score: -154069904.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (154946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Entering Unmasked Estep 
Score: -16249633.000000 Penalty: 1942.010254
	Iteration 0F: 2 clusters Score -1.624963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -16149722.000000 Penalty: 3884.020508
	Iteration 0F: 3 clusters Score -1.614972e+07 nChanged 74701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -16193393.000000 Penalty: 3884.020508
	Iteration 1F: 3 clusters Score -1.619339e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -16194422.000000 Penalty: 3884.020508
	Iteration 2Q: 3 clusters Score -1.619442e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -16195682.000000 Penalty: 3884.020508
	Iteration 3Q: 3 clusters Score -1.619568e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -16196935.000000 Penalty: 3884.020508
	Iteration 4Q: 3 clusters Score -1.619694e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -16198553.000000 Penalty: 3884.020508
	Iteration 5Q: 3 clusters Score -1.619855e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -16200661.000000 Penalty: 3884.020508
	Iteration 6Q: 3 clusters Score -1.620066e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -16202669.000000 Penalty: 3884.020508
	Iteration 7Q: 3 clusters Score -1.620267e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -16204675.000000 Penalty: 3884.020508
	Iteration 8Q: 3 clusters Score -1.620468e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -16206507.000000 Penalty: 3884.020508
	Iteration 9Q: 3 clusters Score -1.620651e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -16208326.000000 Penalty: 3884.020508
	Iteration 10Q: 3 clusters Score -1.620833e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -16210114.000000 Penalty: 3884.020508
	Iteration 11Q: 3 clusters Score -1.621011e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -16212273.000000 Penalty: 3884.020508
	Iteration 12Q: 3 clusters Score -1.621227e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -16214744.000000 Penalty: 3884.020508
	Iteration 13Q: 3 clusters Score -1.621474e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -16218227.000000 Penalty: 3884.020508
	Iteration 14Q: 3 clusters Score -1.621823e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -16222166.000000 Penalty: 3884.020508
	Iteration 15Q: 3 clusters Score -1.622217e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -16225381.000000 Penalty: 3884.020508
	Iteration 16Q: 3 clusters Score -1.622538e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -16227062.000000 Penalty: 3884.020508
	Iteration 17Q: 3 clusters Score -1.622706e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -16227707.000000 Penalty: 3884.020508
	Iteration 18Q: 3 clusters Score -1.622771e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -16228047.000000 Penalty: 3884.020508
	Iteration 19Q: 3 clusters Score -1.622805e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -16228420.000000 Penalty: 3884.020508
	Iteration 20F: 3 clusters Score -1.622842e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -16228732.000000 Penalty: 3884.020508
	Iteration 21Q: 3 clusters Score -1.622873e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -16228996.000000 Penalty: 3884.020508
	Iteration 22Q: 3 clusters Score -1.6229e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -16229357.000000 Penalty: 3884.020508
	Iteration 23Q: 3 clusters Score -1.622936e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -16229580.000000 Penalty: 3884.020508
	Iteration 24Q: 3 clusters Score -1.622958e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -16229927.000000 Penalty: 3884.020508
	Iteration 25Q: 3 clusters Score -1.622993e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -16230110.000000 Penalty: 3884.020508
	Iteration 26Q: 3 clusters Score -1.623011e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -16230383.000000 Penalty: 3884.020508
	Iteration 27Q: 3 clusters Score -1.623038e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -16230605.000000 Penalty: 3884.020508
	Iteration 28Q: 3 clusters Score -1.62306e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -16230876.000000 Penalty: 3884.020508
	Iteration 29Q: 3 clusters Score -1.623088e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -16231093.000000 Penalty: 3884.020508
	Iteration 30Q: 3 clusters Score -1.623109e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -16231211.000000 Penalty: 3884.020508
	Iteration 31Q: 3 clusters Score -1.623121e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -16231298.000000 Penalty: 3884.020508
	Iteration 32Q: 3 clusters Score -1.62313e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -16231353.000000 Penalty: 3884.020508
	Iteration 33Q: 3 clusters Score -1.623135e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -16231419.000000 Penalty: 3884.020508
	Iteration 34Q: 3 clusters Score -1.623142e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -16231481.000000 Penalty: 3884.020508
	Iteration 35Q: 3 clusters Score -1.623148e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -16231550.000000 Penalty: 3884.020508
	Iteration 36Q: 3 clusters Score -1.623155e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -16231548.000000 Penalty: 3884.020508
	Iteration 37Q: 3 clusters Score -1.623155e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -16231616.000000 Penalty: 3884.020508
	Iteration 38Q: 3 clusters Score -1.623162e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -16231694.000000 Penalty: 3884.020508
	Iteration 39Q: 3 clusters Score -1.623169e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -16231716.000000 Penalty: 3884.020508
	Iteration 40F: 3 clusters Score -1.623172e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -16231764.000000 Penalty: 3884.020508
	Iteration 41Q: 3 clusters Score -1.623176e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -16231795.000000 Penalty: 3884.020508
	Iteration 42Q: 3 clusters Score -1.62318e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -16231866.000000 Penalty: 3884.020508
	Iteration 43Q: 3 clusters Score -1.623187e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -16231902.000000 Penalty: 3884.020508
	Iteration 44Q: 3 clusters Score -1.62319e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -16231922.000000 Penalty: 3884.020508
	Iteration 45Q: 3 clusters Score -1.623192e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -16231908.000000 Penalty: 3884.020508
	Iteration 46Q: 3 clusters Score -1.623191e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -16231894.000000 Penalty: 3884.020508
	Iteration 47Q: 3 clusters Score -1.623189e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -16231913.000000 Penalty: 3884.020508
	Iteration 48Q: 3 clusters Score -1.623191e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -16231923.000000 Penalty: 3884.020508
	Iteration 49Q: 3 clusters Score -1.623192e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -16231956.000000 Penalty: 3884.020508
	Iteration 50Q: 3 clusters Score -1.623196e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -16231972.000000 Penalty: 3884.020508
	Iteration 51Q: 3 clusters Score -1.623197e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -16231974.000000 Penalty: 3884.020508
	Iteration 52Q: 3 clusters Score -1.623197e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -16231968.000000 Penalty: 3884.020508
	Iteration 53Q: 3 clusters Score -1.623197e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -16231946.000000 Penalty: 3884.020508
	Iteration 54Q: 3 clusters Score -1.623195e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -16231919.000000 Penalty: 3884.020508
	Iteration 55Q: 3 clusters Score -1.623192e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -16231953.000000 Penalty: 3884.020508
	Iteration 56Q: 3 clusters Score -1.623195e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -16231965.000000 Penalty: 3884.020508
	Iteration 57Q: 3 clusters Score -1.623196e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -16231974.000000 Penalty: 3884.020508
	Iteration 58Q: 3 clusters Score -1.623197e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -16231946.000000 Penalty: 3884.020508
	Iteration 59Q: 3 clusters Score -1.623195e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -16231958.000000 Penalty: 3884.020508
	Iteration 60F: 3 clusters Score -1.623196e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -16231939.000000 Penalty: 3884.020508
	Iteration 61Q: 3 clusters Score -1.623194e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -16231952.000000 Penalty: 3884.020508
	Iteration 62Q: 3 clusters Score -1.623195e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -16231958.000000 Penalty: 3884.020508
	Iteration 63Q: 3 clusters Score -1.623196e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -16231949.000000 Penalty: 3884.020508
	Iteration 64Q: 3 clusters Score -1.623195e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -16231962.000000 Penalty: 3884.020508
	Iteration 65Q: 3 clusters Score -1.623196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -16231960.000000 Penalty: 3884.020508
	Iteration 66Q: 3 clusters Score -1.623196e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -16231966.000000 Penalty: 3884.020508
	Iteration 67Q: 3 clusters Score -1.623197e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -16231951.000000 Penalty: 3884.020508
	Iteration 68Q: 3 clusters Score -1.623195e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -16231946.000000 Penalty: 3884.020508
	Iteration 69Q: 3 clusters Score -1.623195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -16231947.000000 Penalty: 3884.020508
	Iteration 70Q: 3 clusters Score -1.623195e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -16231954.000000 Penalty: 3884.020508
	Iteration 71Q: 3 clusters Score -1.623195e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -16231965.000000 Penalty: 3884.020508
	Iteration 72Q: 3 clusters Score -1.623196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -16231962.000000 Penalty: 3884.020508
	Iteration 73Q: 3 clusters Score -1.623196e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -16232002.000000 Penalty: 3884.020508
	Iteration 74Q: 3 clusters Score -1.6232e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -16231989.000000 Penalty: 3884.020508
	Iteration 75Q: 3 clusters Score -1.623199e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -16231999.000000 Penalty: 3884.020508
	Iteration 76Q: 3 clusters Score -1.6232e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -16231992.000000 Penalty: 3884.020508
	Iteration 77Q: 3 clusters Score -1.623199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -16232003.000000 Penalty: 3884.020508
	Iteration 78Q: 3 clusters Score -1.6232e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -16231995.000000 Penalty: 3884.020508
	Iteration 79Q: 3 clusters Score -1.6232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -16231967.000000 Penalty: 3884.020508
	Iteration 80F: 3 clusters Score -1.623197e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -16231957.000000 Penalty: 3884.020508
	Iteration 81Q: 3 clusters Score -1.623196e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -16231982.000000 Penalty: 3884.020508
	Iteration 82Q: 3 clusters Score -1.623198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -16231966.000000 Penalty: 3884.020508
	Iteration 83Q: 3 clusters Score -1.623197e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -16231955.000000 Penalty: 3884.020508
	Iteration 84Q: 3 clusters Score -1.623196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -16231959.000000 Penalty: 3884.020508
	Iteration 85Q: 3 clusters Score -1.623196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -16231948.000000 Penalty: 3884.020508
	Iteration 86Q: 3 clusters Score -1.623195e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -16231947.000000 Penalty: 3884.020508
	Iteration 87Q: 3 clusters Score -1.623195e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -16231969.000000 Penalty: 3884.020508
	Iteration 88Q: 3 clusters Score -1.623197e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -16231970.000000 Penalty: 3884.020508
	Iteration 89Q: 3 clusters Score -1.623197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -16231971.000000 Penalty: 3884.020508
	Iteration 90Q: 3 clusters Score -1.623197e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -16231969.000000 Penalty: 3884.020508
	Iteration 91Q: 3 clusters Score -1.623197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -16231985.000000 Penalty: 3884.020508
	Iteration 92Q: 3 clusters Score -1.623198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -16231984.000000 Penalty: 3884.020508
	Iteration 93Q: 3 clusters Score -1.623198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -16231951.000000 Penalty: 3884.020508
	Iteration 94Q: 3 clusters Score -1.623195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -16231954.000000 Penalty: 3884.020508
	Iteration 95Q: 3 clusters Score -1.623195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -16231968.000000 Penalty: 3884.020508
	Iteration 96Q: 3 clusters Score -1.623197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -16231985.000000 Penalty: 3884.020508
	Iteration 97Q: 3 clusters Score -1.623198e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -16231995.000000 Penalty: 3884.020508
	Iteration 98Q: 3 clusters Score -1.6232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -16231981.000000 Penalty: 3884.020508
	Iteration 99Q: 3 clusters Score -1.623198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -16231969.000000 Penalty: 3884.020508
	Iteration 100F: 3 clusters Score -1.623197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -16231947.000000 Penalty: 3884.020508
	Iteration 101Q: 3 clusters Score -1.623195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -16231950.000000 Penalty: 3884.020508
	Iteration 102Q: 3 clusters Score -1.623195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -16231948.000000 Penalty: 3884.020508
	Iteration 103Q: 3 clusters Score -1.623195e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -16231945.000000 Penalty: 3884.020508
	Iteration 104Q: 3 clusters Score -1.623194e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -16231948.000000 Penalty: 3884.020508
	Iteration 105Q: 3 clusters Score -1.623195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -16231970.000000 Penalty: 3884.020508
	Iteration 106Q: 3 clusters Score -1.623197e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -16231976.000000 Penalty: 3884.020508
	Iteration 107Q: 3 clusters Score -1.623198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -16231935.000000 Penalty: 3884.020508
	Iteration 108Q: 3 clusters Score -1.623194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -16231936.000000 Penalty: 3884.020508
	Iteration 109Q: 3 clusters Score -1.623194e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -16231917.000000 Penalty: 3884.020508
	Iteration 110Q: 3 clusters Score -1.623192e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -16231916.000000 Penalty: 3884.020508
	Iteration 111Q: 3 clusters Score -1.623192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -16231933.000000 Penalty: 3884.020508
	Iteration 112Q: 3 clusters Score -1.623193e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -16231929.000000 Penalty: 3884.020508
	Iteration 113Q: 3 clusters Score -1.623193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -16231945.000000 Penalty: 3884.020508
	Iteration 114Q: 3 clusters Score -1.623194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -16231916.000000 Penalty: 3884.020508
	Iteration 115Q: 3 clusters Score -1.623192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -16231913.000000 Penalty: 3884.020508
	Iteration 116Q: 3 clusters Score -1.623191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -16231924.000000 Penalty: 3884.020508
	Iteration 117Q: 3 clusters Score -1.623192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -16231928.000000 Penalty: 3884.020508
	Iteration 118Q: 3 clusters Score -1.623193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -16231929.000000 Penalty: 3884.020508
	Iteration 119Q: 3 clusters Score -1.623193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -16231921.000000 Penalty: 3884.020508
	Iteration 120F: 3 clusters Score -1.623192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -16231917.000000 Penalty: 3884.020508
	Iteration 121Q: 3 clusters Score -1.623192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -16231931.000000 Penalty: 3884.020508
	Iteration 122Q: 3 clusters Score -1.623193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -16231937.000000 Penalty: 3884.020508
	Iteration 123Q: 3 clusters Score -1.623194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -16231926.000000 Penalty: 3884.020508
	Iteration 124Q: 3 clusters Score -1.623193e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -16231925.000000 Penalty: 3884.020508
	Iteration 125Q: 3 clusters Score -1.623192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -16231922.000000 Penalty: 3884.020508
	Iteration 126Q: 3 clusters Score -1.623192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -16231944.000000 Penalty: 3884.020508
	Iteration 127Q: 3 clusters Score -1.623194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -16231948.000000 Penalty: 3884.020508
	Iteration 128Q: 3 clusters Score -1.623195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -16231939.000000 Penalty: 3884.020508
	Iteration 129Q: 3 clusters Score -1.623194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -16231933.000000 Penalty: 3884.020508
	Iteration 130Q: 3 clusters Score -1.623193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -16231931.000000 Penalty: 3884.020508
	Iteration 131Q: 3 clusters Score -1.623193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -16231939.000000 Penalty: 3884.020508
	Iteration 132Q: 3 clusters Score -1.623194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -16231950.000000 Penalty: 3884.020508
	Iteration 133Q: 3 clusters Score -1.623195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -16231940.000000 Penalty: 3884.020508
	Iteration 134Q: 3 clusters Score -1.623194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -16231922.000000 Penalty: 3884.020508
	Iteration 135Q: 3 clusters Score -1.623192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -16231904.000000 Penalty: 3884.020508
	Iteration 136Q: 3 clusters Score -1.62319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -16231904.000000 Penalty: 3884.020508
	Iteration 137Q: 3 clusters Score -1.62319e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -16231868.000000 Penalty: 3884.020508
	Iteration 138Q: 3 clusters Score -1.623187e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -16231877.000000 Penalty: 3884.020508
	Iteration 139Q: 3 clusters Score -1.623188e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -16231883.000000 Penalty: 3884.020508
	Iteration 140F: 3 clusters Score -1.623188e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -16231879.000000 Penalty: 3884.020508
	Iteration 141Q: 3 clusters Score -1.623188e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -16231870.000000 Penalty: 3884.020508
	Iteration 142Q: 3 clusters Score -1.623187e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -16231872.000000 Penalty: 3884.020508
	Iteration 143Q: 3 clusters Score -1.623187e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -16231879.000000 Penalty: 3884.020508
	Iteration 144Q: 3 clusters Score -1.623188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -16231884.000000 Penalty: 3884.020508
	Iteration 145Q: 3 clusters Score -1.623188e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -16231882.000000 Penalty: 3884.020508
	Iteration 146Q: 3 clusters Score -1.623188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -16231888.000000 Penalty: 3884.020508
	Iteration 147Q: 3 clusters Score -1.623189e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -16231873.000000 Penalty: 3884.020508
	Iteration 148Q: 3 clusters Score -1.623187e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -16231859.000000 Penalty: 3884.020508
	Iteration 149Q: 3 clusters Score -1.623186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 3884.020508
	Iteration 150Q: 3 clusters Score -1.623186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -16231866.000000 Penalty: 3884.020508
	Iteration 151Q: 3 clusters Score -1.623187e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 3884.020508
	Iteration 152Q: 3 clusters Score -1.623186e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -16231864.000000 Penalty: 3884.020508
	Iteration 153Q: 3 clusters Score -1.623186e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -16231853.000000 Penalty: 3884.020508
	Iteration 154Q: 3 clusters Score -1.623185e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -16231861.000000 Penalty: 3884.020508
	Iteration 155Q: 3 clusters Score -1.623186e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -16231863.000000 Penalty: 3884.020508
	Iteration 156Q: 3 clusters Score -1.623186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -16231844.000000 Penalty: 3884.020508
	Iteration 157Q: 3 clusters Score -1.623184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 84528 members 
Entering Unmasked Estep 
Score: -16231845.000000 Penalty: 3884.020508
	Iteration 158Q: 3 clusters Score -1.623184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -16231827.000000 Penalty: 3884.020508
	Iteration 159Q: 3 clusters Score -1.623183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -16231836.000000 Penalty: 3884.020508
	Iteration 160F: 3 clusters Score -1.623184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -16231846.000000 Penalty: 3884.020508
	Iteration 161Q: 3 clusters Score -1.623185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -16231853.000000 Penalty: 3884.020508
	Iteration 162Q: 3 clusters Score -1.623185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -16231872.000000 Penalty: 3884.020508
	Iteration 163Q: 3 clusters Score -1.623187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -16231885.000000 Penalty: 3884.020508
	Iteration 164Q: 3 clusters Score -1.623188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -16231900.000000 Penalty: 3884.020508
	Iteration 165Q: 3 clusters Score -1.62319e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -16231899.000000 Penalty: 3884.020508
	Iteration 166Q: 3 clusters Score -1.62319e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -16231898.000000 Penalty: 3884.020508
	Iteration 167Q: 3 clusters Score -1.62319e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -16231901.000000 Penalty: 3884.020508
	Iteration 168Q: 3 clusters Score -1.62319e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -16231889.000000 Penalty: 3884.020508
	Iteration 169Q: 3 clusters Score -1.623189e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -16231881.000000 Penalty: 3884.020508
	Iteration 170Q: 3 clusters Score -1.623188e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -16231884.000000 Penalty: 3884.020508
	Iteration 171Q: 3 clusters Score -1.623188e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -16231875.000000 Penalty: 3884.020508
	Iteration 172Q: 3 clusters Score -1.623188e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -16231882.000000 Penalty: 3884.020508
	Iteration 173Q: 3 clusters Score -1.623188e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -16231900.000000 Penalty: 3884.020508
	Iteration 174Q: 3 clusters Score -1.62319e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -16231867.000000 Penalty: 3884.020508
	Iteration 175Q: 3 clusters Score -1.623187e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -16231863.000000 Penalty: 3884.020508
	Iteration 176Q: 3 clusters Score -1.623186e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -16231842.000000 Penalty: 3884.020508
	Iteration 177Q: 3 clusters Score -1.623184e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -16231831.000000 Penalty: 3884.020508
	Iteration 178Q: 3 clusters Score -1.623183e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -16231827.000000 Penalty: 3884.020508
	Iteration 179Q: 3 clusters Score -1.623183e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -16231817.000000 Penalty: 3884.020508
	Iteration 180F: 3 clusters Score -1.623182e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -16231803.000000 Penalty: 3884.020508
	Iteration 181Q: 3 clusters Score -1.62318e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -16231808.000000 Penalty: 3884.020508
	Iteration 182Q: 3 clusters Score -1.623181e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -16231838.000000 Penalty: 3884.020508
	Iteration 183Q: 3 clusters Score -1.623184e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -16231835.000000 Penalty: 3884.020508
	Iteration 184Q: 3 clusters Score -1.623184e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -16231877.000000 Penalty: 3884.020508
	Iteration 185Q: 3 clusters Score -1.623188e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -16231873.000000 Penalty: 3884.020508
	Iteration 186Q: 3 clusters Score -1.623187e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -16231856.000000 Penalty: 3884.020508
	Iteration 187Q: 3 clusters Score -1.623186e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -16231866.000000 Penalty: 3884.020508
	Iteration 188Q: 3 clusters Score -1.623187e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -16231850.000000 Penalty: 3884.020508
	Iteration 189Q: 3 clusters Score -1.623185e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -16231869.000000 Penalty: 3884.020508
	Iteration 190Q: 3 clusters Score -1.623187e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -16231875.000000 Penalty: 3884.020508
	Iteration 191Q: 3 clusters Score -1.623188e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -16231897.000000 Penalty: 3884.020508
	Iteration 192Q: 3 clusters Score -1.62319e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -16231895.000000 Penalty: 3884.020508
	Iteration 193Q: 3 clusters Score -1.62319e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -16231908.000000 Penalty: 3884.020508
	Iteration 194Q: 3 clusters Score -1.623191e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -16231958.000000 Penalty: 3884.020508
	Iteration 195Q: 3 clusters Score -1.623196e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -16231999.000000 Penalty: 3884.020508
	Iteration 196Q: 3 clusters Score -1.6232e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -16231969.000000 Penalty: 3884.020508
	Iteration 197Q: 3 clusters Score -1.623197e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -16231924.000000 Penalty: 3884.020508
	Iteration 198Q: 3 clusters Score -1.623192e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -16231893.000000 Penalty: 3884.020508
	Iteration 199Q: 3 clusters Score -1.623189e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -16231931.000000 Penalty: 3884.020508
	Iteration 200F: 3 clusters Score -1.623193e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -16231891.000000 Penalty: 3884.020508
	Iteration 201Q: 3 clusters Score -1.623189e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -16231856.000000 Penalty: 3884.020508
	Iteration 202Q: 3 clusters Score -1.623186e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -16231862.000000 Penalty: 3884.020508
	Iteration 203Q: 3 clusters Score -1.623186e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -16231885.000000 Penalty: 3884.020508
	Iteration 204Q: 3 clusters Score -1.623188e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -16231937.000000 Penalty: 3884.020508
	Iteration 205Q: 3 clusters Score -1.623194e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -16231975.000000 Penalty: 3884.020508
	Iteration 206Q: 3 clusters Score -1.623198e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -16231964.000000 Penalty: 3884.020508
	Iteration 207Q: 3 clusters Score -1.623196e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -16232013.000000 Penalty: 3884.020508
	Iteration 208Q: 3 clusters Score -1.623201e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -16232075.000000 Penalty: 3884.020508
	Iteration 209Q: 3 clusters Score -1.623208e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -16232174.000000 Penalty: 3884.020508
	Iteration 210Q: 3 clusters Score -1.623217e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
Score: -16232167.000000 Penalty: 3884.020508
	Iteration 211Q: 3 clusters Score -1.623217e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -16232166.000000 Penalty: 3884.020508
	Iteration 212Q: 3 clusters Score -1.623217e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 97870 members 
Entering Unmasked Estep 
Score: -16232284.000000 Penalty: 3884.020508
	Iteration 213Q: 3 clusters Score -1.623228e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -16232404.000000 Penalty: 3884.020508
	Iteration 214Q: 3 clusters Score -1.62324e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -16232490.000000 Penalty: 3884.020508
	Iteration 215Q: 3 clusters Score -1.623249e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -16232624.000000 Penalty: 3884.020508
	Iteration 216Q: 3 clusters Score -1.623262e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -16232837.000000 Penalty: 3884.020508
	Iteration 217Q: 3 clusters Score -1.623284e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -16233058.000000 Penalty: 3884.020508
	Iteration 218Q: 3 clusters Score -1.623306e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -16233319.000000 Penalty: 3884.020508
	Iteration 219Q: 3 clusters Score -1.623332e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -16233614.000000 Penalty: 3884.020508
	Iteration 220F: 3 clusters Score -1.623361e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -16233951.000000 Penalty: 3884.020508
	Iteration 221Q: 3 clusters Score -1.623395e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -16234214.000000 Penalty: 3884.020508
	Iteration 222Q: 3 clusters Score -1.623421e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -16234721.000000 Penalty: 3884.020508
	Iteration 223Q: 3 clusters Score -1.623472e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -16235303.000000 Penalty: 3884.020508
	Iteration 224Q: 3 clusters Score -1.62353e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -16235981.000000 Penalty: 3884.020508
	Iteration 225Q: 3 clusters Score -1.623598e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -16236681.000000 Penalty: 3884.020508
	Iteration 226Q: 3 clusters Score -1.623668e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -16237433.000000 Penalty: 3884.020508
	Iteration 227Q: 3 clusters Score -1.623743e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -16238170.000000 Penalty: 3884.020508
	Iteration 228Q: 3 clusters Score -1.623817e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 116723 members 
Entering Unmasked Estep 
Score: -16238990.000000 Penalty: 3884.020508
	Iteration 229Q: 3 clusters Score -1.623899e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -16239777.000000 Penalty: 3884.020508
	Iteration 230Q: 3 clusters Score -1.623978e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -16240622.000000 Penalty: 3884.020508
	Iteration 231Q: 3 clusters Score -1.624062e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -16241390.000000 Penalty: 3884.020508
	Iteration 232Q: 3 clusters Score -1.624139e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -16242020.000000 Penalty: 3884.020508
	Iteration 233Q: 3 clusters Score -1.624202e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 123834 members 
Entering Unmasked Estep 
Score: -16242546.000000 Penalty: 3884.020508
	Iteration 234Q: 3 clusters Score -1.624255e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -16243089.000000 Penalty: 3884.020508
	Iteration 235Q: 3 clusters Score -1.624309e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 126073 members 
Entering Unmasked Estep 
Score: -16243648.000000 Penalty: 3884.020508
	Iteration 236Q: 3 clusters Score -1.624365e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 127173 members 
Entering Unmasked Estep 
Score: -16244176.000000 Penalty: 3884.020508
	Iteration 237Q: 3 clusters Score -1.624418e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -16244488.000000 Penalty: 3884.020508
	Iteration 238Q: 3 clusters Score -1.624449e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 129095 members 
Entering Unmasked Estep 
Score: -16244798.000000 Penalty: 3884.020508
	Iteration 239Q: 3 clusters Score -1.62448e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 129963 members 
Entering Unmasked Estep 
Score: -16245003.000000 Penalty: 3884.020508
	Iteration 240F: 3 clusters Score -1.6245e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 130753 members 
Entering Unmasked Estep 
Score: -16245191.000000 Penalty: 3884.020508
	Iteration 241Q: 3 clusters Score -1.624519e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -16245374.000000 Penalty: 3884.020508
	Iteration 242Q: 3 clusters Score -1.624537e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -16245580.000000 Penalty: 3884.020508
	Iteration 243Q: 3 clusters Score -1.624558e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -16245780.000000 Penalty: 3884.020508
	Iteration 244Q: 3 clusters Score -1.624578e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 133900 members 
Entering Unmasked Estep 
Score: -16245955.000000 Penalty: 3884.020508
	Iteration 245Q: 3 clusters Score -1.624596e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 134664 members 
Entering Unmasked Estep 
Score: -16246153.000000 Penalty: 3884.020508
	Iteration 246Q: 3 clusters Score -1.624615e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -16246357.000000 Penalty: 3884.020508
	Iteration 247Q: 3 clusters Score -1.624636e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 136197 members 
Entering Unmasked Estep 
Score: -16246448.000000 Penalty: 3884.020508
	Iteration 248Q: 3 clusters Score -1.624645e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 136906 members 
Entering Unmasked Estep 
Score: -16246493.000000 Penalty: 3884.020508
	Iteration 249Q: 3 clusters Score -1.624649e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -16246617.000000 Penalty: 3884.020508
	Iteration 250Q: 3 clusters Score -1.624662e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -16246686.000000 Penalty: 3884.020508
	Iteration 251Q: 3 clusters Score -1.624669e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -16246865.000000 Penalty: 3884.020508
	Iteration 252Q: 3 clusters Score -1.624686e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 139651 members 
Entering Unmasked Estep 
Score: -16246991.000000 Penalty: 3884.020508
	Iteration 253Q: 3 clusters Score -1.624699e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -16247123.000000 Penalty: 3884.020508
	Iteration 254Q: 3 clusters Score -1.624712e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -16247264.000000 Penalty: 3884.020508
	Iteration 255Q: 3 clusters Score -1.624726e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -16247434.000000 Penalty: 3884.020508
	Iteration 256Q: 3 clusters Score -1.624743e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -16247595.000000 Penalty: 3884.020508
	Iteration 257Q: 3 clusters Score -1.62476e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 143355 members 
Entering Unmasked Estep 
Score: -16247688.000000 Penalty: 3884.020508
	Iteration 258Q: 3 clusters Score -1.624769e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -16247853.000000 Penalty: 3884.020508
	Iteration 259Q: 3 clusters Score -1.624785e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -16248068.000000 Penalty: 3884.020508
	Iteration 260F: 3 clusters Score -1.624807e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -16248118.000000 Penalty: 3884.020508
	Iteration 261Q: 3 clusters Score -1.624812e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -16248132.000000 Penalty: 3884.020508
	Iteration 262Q: 3 clusters Score -1.624813e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 147364 members 
Entering Unmasked Estep 
Score: -16248267.000000 Penalty: 3884.020508
	Iteration 263Q: 3 clusters Score -1.624827e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 148169 members 
Entering Unmasked Estep 
Score: -16248376.000000 Penalty: 3884.020508
	Iteration 264Q: 3 clusters Score -1.624838e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -16248333.000000 Penalty: 3884.020508
	Iteration 265Q: 3 clusters Score -1.624833e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -16248308.000000 Penalty: 3884.020508
	Iteration 266Q: 3 clusters Score -1.624831e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -16248299.000000 Penalty: 3884.020508
	Iteration 267Q: 3 clusters Score -1.62483e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -16248226.000000 Penalty: 3884.020508
	Iteration 268Q: 3 clusters Score -1.624823e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -16248204.000000 Penalty: 3884.020508
	Iteration 269Q: 3 clusters Score -1.62482e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 151816 members 
Entering Unmasked Estep 
Score: -16248211.000000 Penalty: 3884.020508
	Iteration 270Q: 3 clusters Score -1.624821e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -16248236.000000 Penalty: 3884.020508
	Iteration 271Q: 3 clusters Score -1.624824e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -16248227.000000 Penalty: 3884.020508
	Iteration 272Q: 3 clusters Score -1.624823e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 152823 members 
Entering Unmasked Estep 
Score: -16248249.000000 Penalty: 3884.020508
	Iteration 273Q: 3 clusters Score -1.624825e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -16248212.000000 Penalty: 3884.020508
	Iteration 274Q: 3 clusters Score -1.624821e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -16248200.000000 Penalty: 3884.020508
	Iteration 275Q: 3 clusters Score -1.62482e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -16248226.000000 Penalty: 3884.020508
	Iteration 276Q: 3 clusters Score -1.624823e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 153662 members 
Entering Unmasked Estep 
Score: -16248257.000000 Penalty: 3884.020508
	Iteration 277Q: 3 clusters Score -1.624826e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -16248236.000000 Penalty: 3884.020508
	Iteration 278Q: 3 clusters Score -1.624824e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 153847 members 
Entering Unmasked Estep 
Score: -16248227.000000 Penalty: 3884.020508
	Iteration 279Q: 3 clusters Score -1.624823e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -16248213.000000 Penalty: 3884.020508
	Iteration 280F: 3 clusters Score -1.624821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 153969 members 
Entering Unmasked Estep 
Score: -16248213.000000 Penalty: 3884.020508
	Iteration 281Q: 3 clusters Score -1.624821e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -16248221.000000 Penalty: 3884.020508
	Iteration 282Q: 3 clusters Score -1.624822e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -16248221.000000 Penalty: 3884.020508
	Iteration 283Q: 3 clusters Score -1.624822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 154095 members 
Entering Unmasked Estep 
Score: -16248198.000000 Penalty: 3884.020508
	Iteration 284Q: 3 clusters Score -1.62482e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -16248209.000000 Penalty: 3884.020508
	Iteration 285Q: 3 clusters Score -1.624821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -16248217.000000 Penalty: 3884.020508
	Iteration 286Q: 3 clusters Score -1.624822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -16248214.000000 Penalty: 3884.020508
	Iteration 287Q: 3 clusters Score -1.624821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -16248227.000000 Penalty: 3884.020508
	Iteration 288Q: 3 clusters Score -1.624823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -16248222.000000 Penalty: 3884.020508
	Iteration 289Q: 3 clusters Score -1.624822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 154270 members 
Entering Unmasked Estep 
Score: -16248219.000000 Penalty: 3884.020508
	Iteration 290Q: 3 clusters Score -1.624822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -16248234.000000 Penalty: 3884.020508
	Iteration 291Q: 3 clusters Score -1.624823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -16248225.000000 Penalty: 3884.020508
	Iteration 292Q: 3 clusters Score -1.624822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -16248229.000000 Penalty: 3884.020508
	Iteration 293Q: 3 clusters Score -1.624823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -16248226.000000 Penalty: 3884.020508
	Iteration 294Q: 3 clusters Score -1.624823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 154311 members 
Entering Unmasked Estep 
Score: -16248210.000000 Penalty: 3884.020508
	Iteration 295Q: 3 clusters Score -1.624821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -16248217.000000 Penalty: 3884.020508
	Iteration 296Q: 3 clusters Score -1.624822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -16248216.000000 Penalty: 3884.020508
	Iteration 297Q: 3 clusters Score -1.624822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -16248224.000000 Penalty: 3884.020508
	Iteration 298Q: 3 clusters Score -1.624822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -16248220.000000 Penalty: 3884.020508
	Iteration 299Q: 3 clusters Score -1.624822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -16248210.000000 Penalty: 3884.020508
	Iteration 300F: 3 clusters Score -1.624821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -16248214.000000 Penalty: 3884.020508
	Iteration 301Q: 3 clusters Score -1.624821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -16248218.000000 Penalty: 3884.020508
	Iteration 302Q: 3 clusters Score -1.624822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -16248231.000000 Penalty: 3884.020508
	Iteration 303Q: 3 clusters Score -1.624823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -16248228.000000 Penalty: 3884.020508
	Iteration 304Q: 3 clusters Score -1.624823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -16248223.000000 Penalty: 3884.020508
	Iteration 305Q: 3 clusters Score -1.624822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -16248237.000000 Penalty: 3884.020508
	Iteration 306Q: 3 clusters Score -1.624824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 154361 members 
Entering Unmasked Estep 
Score: -16248232.000000 Penalty: 3884.020508
	Iteration 307Q: 3 clusters Score -1.624823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -16248226.000000 Penalty: 3884.020508
	Iteration 308Q: 3 clusters Score -1.624823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -16248227.000000 Penalty: 3884.020508
	Iteration 309Q: 3 clusters Score -1.624823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -16248227.000000 Penalty: 3884.020508
	Iteration 310F: 3 clusters Score -1.624823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Entering Unmasked Estep 
Score: -545064.562500 Penalty: 1414.049805
	Iteration 0F: 2 clusters Score -545064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -540442.250000 Penalty: 2828.099609
	Iteration 0F: 3 clusters Score -540442.2 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -542298.687500 Penalty: 2828.099609
	Iteration 1F: 3 clusters Score -542298.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -542921.437500 Penalty: 2828.099609
	Iteration 2F: 3 clusters Score -542921.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -543490.812500 Penalty: 2828.099609
	Iteration 3F: 3 clusters Score -543490.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -543908.250000 Penalty: 2828.099609
	Iteration 4F: 3 clusters Score -543908.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -544171.187500 Penalty: 2828.099609
	Iteration 5F: 3 clusters Score -544171.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -544350.687500 Penalty: 2828.099609
	Iteration 6Q: 3 clusters Score -544350.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -544477.750000 Penalty: 2828.099609
	Iteration 7Q: 3 clusters Score -544477.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -544567.062500 Penalty: 2828.099609
	Iteration 8Q: 3 clusters Score -544567.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -544627.562500 Penalty: 2828.099609
	Iteration 9Q: 3 clusters Score -544627.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -544669.812500 Penalty: 2828.099609
	Iteration 10Q: 3 clusters Score -544669.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -544719.875000 Penalty: 2828.099609
	Iteration 11Q: 3 clusters Score -544719.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -544754.562500 Penalty: 2828.099609
	Iteration 12Q: 3 clusters Score -544754.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -544777.875000 Penalty: 2828.099609
	Iteration 13Q: 3 clusters Score -544777.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -544804.937500 Penalty: 2828.099609
	Iteration 14Q: 3 clusters Score -544804.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -544837.312500 Penalty: 2828.099609
	Iteration 15Q: 3 clusters Score -544837.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -544866.875000 Penalty: 2828.099609
	Iteration 16Q: 3 clusters Score -544866.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -544885.937500 Penalty: 2828.099609
	Iteration 17Q: 3 clusters Score -544885.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -544898.875000 Penalty: 2828.099609
	Iteration 18Q: 3 clusters Score -544898.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -544918.187500 Penalty: 2828.099609
	Iteration 19Q: 3 clusters Score -544918.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -544937.687500 Penalty: 2828.099609
	Iteration 20F: 3 clusters Score -544937.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -544955.937500 Penalty: 2828.099609
	Iteration 21Q: 3 clusters Score -544955.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -544983.312500 Penalty: 2828.099609
	Iteration 22Q: 3 clusters Score -544983.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -545025.687500 Penalty: 2828.099609
	Iteration 23Q: 3 clusters Score -545025.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -545064.625000 Penalty: 2828.099609
	Iteration 24Q: 3 clusters Score -545064.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -545103.937500 Penalty: 2828.099609
	Iteration 25Q: 3 clusters Score -545103.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -545140.250000 Penalty: 2828.099609
	Iteration 26Q: 3 clusters Score -545140.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -545173.687500 Penalty: 2828.099609
	Iteration 27Q: 3 clusters Score -545173.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -545195.875000 Penalty: 2828.099609
	Iteration 28Q: 3 clusters Score -545195.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -545210.437500 Penalty: 2828.099609
	Iteration 29Q: 3 clusters Score -545210.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -545216.750000 Penalty: 2828.099609
	Iteration 30Q: 3 clusters Score -545216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -545219.312500 Penalty: 2828.099609
	Iteration 31Q: 3 clusters Score -545219.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -545221.062500 Penalty: 2828.099609
	Iteration 32Q: 3 clusters Score -545221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -545222.625000 Penalty: 2828.099609
	Iteration 33Q: 3 clusters Score -545222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -545223.375000 Penalty: 2828.099609
	Iteration 34Q: 3 clusters Score -545223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -545224.750000 Penalty: 2828.099609
	Iteration 35Q: 3 clusters Score -545224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -545227.250000 Penalty: 2828.099609
	Iteration 36Q: 3 clusters Score -545227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -545226.875000 Penalty: 2828.099609
	Iteration 37Q: 3 clusters Score -545226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -545226.875000 Penalty: 2828.099609
	Iteration 38F: 3 clusters Score -545226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 2136 members 
Entering Unmasked Estep 
Score: -154069296.000000 Penalty: 106475.343750
Splitting cluster 2 changes total score from -154069904.000000 to -154069296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (26672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Entering Unmasked Estep 
Score: -2737429.250000 Penalty: 1656.097656
	Iteration 0F: 2 clusters Score -2737429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2719333.500000 Penalty: 3312.195312
	Iteration 0F: 3 clusters Score -2719334 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2726446.250000 Penalty: 3312.195312
	Iteration 1F: 3 clusters Score -2726446 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2727133.000000 Penalty: 3312.195312
	Iteration 2F: 3 clusters Score -2727133 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2728073.000000 Penalty: 3312.195312
	Iteration 3F: 3 clusters Score -2728073 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2729280.250000 Penalty: 3312.195312
	Iteration 4F: 3 clusters Score -2729280 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2730715.500000 Penalty: 3312.195312
	Iteration 5F: 3 clusters Score -2730716 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2732015.250000 Penalty: 3312.195312
	Iteration 6F: 3 clusters Score -2732015 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2733041.750000 Penalty: 3312.195312
	Iteration 7F: 3 clusters Score -2733042 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2733663.250000 Penalty: 3312.195312
	Iteration 8Q: 3 clusters Score -2733663 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2733979.500000 Penalty: 3312.195312
	Iteration 9Q: 3 clusters Score -2733980 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2734178.750000 Penalty: 3312.195312
	Iteration 10Q: 3 clusters Score -2734179 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2734279.250000 Penalty: 3312.195312
	Iteration 11Q: 3 clusters Score -2734279 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2734369.250000 Penalty: 3312.195312
	Iteration 12Q: 3 clusters Score -2734369 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2734444.750000 Penalty: 3312.195312
	Iteration 13Q: 3 clusters Score -2734445 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2734496.000000 Penalty: 3312.195312
	Iteration 14Q: 3 clusters Score -2734496 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2734537.500000 Penalty: 3312.195312
	Iteration 15Q: 3 clusters Score -2734538 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2734572.250000 Penalty: 3312.195312
	Iteration 16Q: 3 clusters Score -2734572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2734611.000000 Penalty: 3312.195312
	Iteration 17Q: 3 clusters Score -2734611 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2734659.000000 Penalty: 3312.195312
	Iteration 18Q: 3 clusters Score -2734659 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2734695.000000 Penalty: 3312.195312
	Iteration 19Q: 3 clusters Score -2734695 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2734733.250000 Penalty: 3312.195312
	Iteration 20F: 3 clusters Score -2734733 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2734759.250000 Penalty: 3312.195312
	Iteration 21Q: 3 clusters Score -2734759 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2734798.250000 Penalty: 3312.195312
	Iteration 22Q: 3 clusters Score -2734798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2734848.250000 Penalty: 3312.195312
	Iteration 23Q: 3 clusters Score -2734848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2734889.500000 Penalty: 3312.195312
	Iteration 24Q: 3 clusters Score -2734890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2734918.500000 Penalty: 3312.195312
	Iteration 25Q: 3 clusters Score -2734918 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2734964.500000 Penalty: 3312.195312
	Iteration 26Q: 3 clusters Score -2734964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2735026.250000 Penalty: 3312.195312
	Iteration 27Q: 3 clusters Score -2735026 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2735090.000000 Penalty: 3312.195312
	Iteration 28Q: 3 clusters Score -2735090 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2735141.750000 Penalty: 3312.195312
	Iteration 29Q: 3 clusters Score -2735142 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2735200.500000 Penalty: 3312.195312
	Iteration 30Q: 3 clusters Score -2735200 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2735283.500000 Penalty: 3312.195312
	Iteration 31Q: 3 clusters Score -2735284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2735369.000000 Penalty: 3312.195312
	Iteration 32Q: 3 clusters Score -2735369 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2735450.750000 Penalty: 3312.195312
	Iteration 33Q: 3 clusters Score -2735451 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2735531.000000 Penalty: 3312.195312
	Iteration 34Q: 3 clusters Score -2735531 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2735625.500000 Penalty: 3312.195312
	Iteration 35Q: 3 clusters Score -2735626 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2735715.500000 Penalty: 3312.195312
	Iteration 36Q: 3 clusters Score -2735716 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2735803.000000 Penalty: 3312.195312
	Iteration 37Q: 3 clusters Score -2735803 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2735870.750000 Penalty: 3312.195312
	Iteration 38Q: 3 clusters Score -2735871 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2735980.250000 Penalty: 3312.195312
	Iteration 39Q: 3 clusters Score -2735980 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2736117.500000 Penalty: 3312.195312
	Iteration 40F: 3 clusters Score -2736118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2736237.500000 Penalty: 3312.195312
	Iteration 41Q: 3 clusters Score -2736238 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2736344.500000 Penalty: 3312.195312
	Iteration 42Q: 3 clusters Score -2736344 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2736453.000000 Penalty: 3312.195312
	Iteration 43Q: 3 clusters Score -2736453 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2736542.750000 Penalty: 3312.195312
	Iteration 44Q: 3 clusters Score -2736543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2736600.000000 Penalty: 3312.195312
	Iteration 45Q: 3 clusters Score -2736600 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2736648.000000 Penalty: 3312.195312
	Iteration 46Q: 3 clusters Score -2736648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2736674.500000 Penalty: 3312.195312
	Iteration 47Q: 3 clusters Score -2736674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2736692.000000 Penalty: 3312.195312
	Iteration 48Q: 3 clusters Score -2736692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2736712.500000 Penalty: 3312.195312
	Iteration 49Q: 3 clusters Score -2736712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2736724.750000 Penalty: 3312.195312
	Iteration 50Q: 3 clusters Score -2736725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2736733.250000 Penalty: 3312.195312
	Iteration 51Q: 3 clusters Score -2736733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2736739.500000 Penalty: 3312.195312
	Iteration 52Q: 3 clusters Score -2736740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2736745.250000 Penalty: 3312.195312
	Iteration 53Q: 3 clusters Score -2736745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2736749.500000 Penalty: 3312.195312
	Iteration 54Q: 3 clusters Score -2736750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2736764.750000 Penalty: 3312.195312
	Iteration 55Q: 3 clusters Score -2736765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2736760.750000 Penalty: 3312.195312
	Iteration 56Q: 3 clusters Score -2736761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2736764.250000 Penalty: 3312.195312
	Iteration 57Q: 3 clusters Score -2736764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2736766.500000 Penalty: 3312.195312
	Iteration 58Q: 3 clusters Score -2736766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2736767.750000 Penalty: 3312.195312
	Iteration 59Q: 3 clusters Score -2736768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2736768.000000 Penalty: 3312.195312
	Iteration 60F: 3 clusters Score -2736768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2736763.500000 Penalty: 3312.195312
	Iteration 61Q: 3 clusters Score -2736764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2736766.250000 Penalty: 3312.195312
	Iteration 62Q: 3 clusters Score -2736766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2736767.250000 Penalty: 3312.195312
	Iteration 63Q: 3 clusters Score -2736767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2736765.500000 Penalty: 3312.195312
	Iteration 64Q: 3 clusters Score -2736766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2736764.500000 Penalty: 3312.195312
	Iteration 65Q: 3 clusters Score -2736764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2736765.500000 Penalty: 3312.195312
	Iteration 66Q: 3 clusters Score -2736766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2736766.000000 Penalty: 3312.195312
	Iteration 67Q: 3 clusters Score -2736766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2736768.750000 Penalty: 3312.195312
	Iteration 68Q: 3 clusters Score -2736769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2736772.750000 Penalty: 3312.195312
	Iteration 69Q: 3 clusters Score -2736773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2736774.750000 Penalty: 3312.195312
	Iteration 70Q: 3 clusters Score -2736775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2736774.250000 Penalty: 3312.195312
	Iteration 71Q: 3 clusters Score -2736774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2736777.000000 Penalty: 3312.195312
	Iteration 72Q: 3 clusters Score -2736777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2736775.750000 Penalty: 3312.195312
	Iteration 73Q: 3 clusters Score -2736776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2736779.500000 Penalty: 3312.195312
	Iteration 74Q: 3 clusters Score -2736780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2736777.750000 Penalty: 3312.195312
	Iteration 75Q: 3 clusters Score -2736778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2736779.750000 Penalty: 3312.195312
	Iteration 76Q: 3 clusters Score -2736780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2736780.500000 Penalty: 3312.195312
	Iteration 77Q: 3 clusters Score -2736780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2736783.250000 Penalty: 3312.195312
	Iteration 78Q: 3 clusters Score -2736783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2736784.250000 Penalty: 3312.195312
	Iteration 79Q: 3 clusters Score -2736784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2736783.250000 Penalty: 3312.195312
	Iteration 80F: 3 clusters Score -2736783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2736784.500000 Penalty: 3312.195312
	Iteration 81Q: 3 clusters Score -2736784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2736785.750000 Penalty: 3312.195312
	Iteration 82Q: 3 clusters Score -2736786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2736784.250000 Penalty: 3312.195312
	Iteration 83Q: 3 clusters Score -2736784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2736785.750000 Penalty: 3312.195312
	Iteration 84Q: 3 clusters Score -2736786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2736787.500000 Penalty: 3312.195312
	Iteration 85Q: 3 clusters Score -2736788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2736786.250000 Penalty: 3312.195312
	Iteration 86Q: 3 clusters Score -2736786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2736786.500000 Penalty: 3312.195312
	Iteration 87Q: 3 clusters Score -2736786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2736790.500000 Penalty: 3312.195312
	Iteration 88Q: 3 clusters Score -2736790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2736794.500000 Penalty: 3312.195312
	Iteration 89Q: 3 clusters Score -2736794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2736795.250000 Penalty: 3312.195312
	Iteration 90Q: 3 clusters Score -2736795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2736796.000000 Penalty: 3312.195312
	Iteration 91Q: 3 clusters Score -2736796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2736795.250000 Penalty: 3312.195312
	Iteration 92Q: 3 clusters Score -2736795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2736793.500000 Penalty: 3312.195312
	Iteration 93Q: 3 clusters Score -2736794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2736793.500000 Penalty: 3312.195312
	Iteration 94F: 3 clusters Score -2736794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Entering Unmasked Estep 
Score: -1492826.250000 Penalty: 1561.753906
	Iteration 0F: 2 clusters Score -1492826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1482482.250000 Penalty: 3123.507812
	Iteration 0F: 3 clusters Score -1482482 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1486304.125000 Penalty: 3123.507812
	Iteration 1F: 3 clusters Score -1486304 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1486892.875000 Penalty: 3123.507812
	Iteration 2F: 3 clusters Score -1486893 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1487622.750000 Penalty: 3123.507812
	Iteration 3F: 3 clusters Score -1487623 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1488506.375000 Penalty: 3123.507812
	Iteration 4F: 3 clusters Score -1488506 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1489374.625000 Penalty: 3123.507812
	Iteration 5F: 3 clusters Score -1489375 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1490178.500000 Penalty: 3123.507812
	Iteration 6F: 3 clusters Score -1490178 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1490810.375000 Penalty: 3123.507812
	Iteration 7F: 3 clusters Score -1490810 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1491256.000000 Penalty: 3123.507812
	Iteration 8Q: 3 clusters Score -1491256 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1491543.750000 Penalty: 3123.507812
	Iteration 9Q: 3 clusters Score -1491544 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1491753.500000 Penalty: 3123.507812
	Iteration 10Q: 3 clusters Score -1491754 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1491882.625000 Penalty: 3123.507812
	Iteration 11Q: 3 clusters Score -1491883 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1491952.750000 Penalty: 3123.507812
	Iteration 12Q: 3 clusters Score -1491953 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1491995.125000 Penalty: 3123.507812
	Iteration 13Q: 3 clusters Score -1491995 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1492031.875000 Penalty: 3123.507812
	Iteration 14Q: 3 clusters Score -1492032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1492067.500000 Penalty: 3123.507812
	Iteration 15Q: 3 clusters Score -1492068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1492108.375000 Penalty: 3123.507812
	Iteration 16Q: 3 clusters Score -1492108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1492162.625000 Penalty: 3123.507812
	Iteration 17Q: 3 clusters Score -1492163 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1492219.125000 Penalty: 3123.507812
	Iteration 18Q: 3 clusters Score -1492219 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1492265.875000 Penalty: 3123.507812
	Iteration 19Q: 3 clusters Score -1492266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1492333.875000 Penalty: 3123.507812
	Iteration 20F: 3 clusters Score -1492334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1492388.000000 Penalty: 3123.507812
	Iteration 21Q: 3 clusters Score -1492388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1492415.250000 Penalty: 3123.507812
	Iteration 22Q: 3 clusters Score -1492415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1492439.500000 Penalty: 3123.507812
	Iteration 23Q: 3 clusters Score -1492440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1492459.125000 Penalty: 3123.507812
	Iteration 24Q: 3 clusters Score -1492459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1492477.375000 Penalty: 3123.507812
	Iteration 25Q: 3 clusters Score -1492477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1492490.250000 Penalty: 3123.507812
	Iteration 26Q: 3 clusters Score -1492490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1492498.375000 Penalty: 3123.507812
	Iteration 27Q: 3 clusters Score -1492498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1492499.125000 Penalty: 3123.507812
	Iteration 28Q: 3 clusters Score -1492499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1492502.500000 Penalty: 3123.507812
	Iteration 29Q: 3 clusters Score -1492502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1492508.375000 Penalty: 3123.507812
	Iteration 30Q: 3 clusters Score -1492508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1492508.625000 Penalty: 3123.507812
	Iteration 31Q: 3 clusters Score -1492509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1492514.750000 Penalty: 3123.507812
	Iteration 32Q: 3 clusters Score -1492515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1492517.625000 Penalty: 3123.507812
	Iteration 33Q: 3 clusters Score -1492518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1492516.500000 Penalty: 3123.507812
	Iteration 34Q: 3 clusters Score -1492516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1492513.750000 Penalty: 3123.507812
	Iteration 35Q: 3 clusters Score -1492514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1492516.000000 Penalty: 3123.507812
	Iteration 36Q: 3 clusters Score -1492516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1492514.375000 Penalty: 3123.507812
	Iteration 37Q: 3 clusters Score -1492514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1492514.500000 Penalty: 3123.507812
	Iteration 38Q: 3 clusters Score -1492514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1492514.000000 Penalty: 3123.507812
	Iteration 39Q: 3 clusters Score -1492514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1492519.375000 Penalty: 3123.507812
	Iteration 40F: 3 clusters Score -1492519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1492515.875000 Penalty: 3123.507812
	Iteration 41Q: 3 clusters Score -1492516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1492519.750000 Penalty: 3123.507812
	Iteration 42Q: 3 clusters Score -1492520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1492518.500000 Penalty: 3123.507812
	Iteration 43Q: 3 clusters Score -1492518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1492518.875000 Penalty: 3123.507812
	Iteration 44Q: 3 clusters Score -1492519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1492518.500000 Penalty: 3123.507812
	Iteration 45Q: 3 clusters Score -1492518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1492518.000000 Penalty: 3123.507812
	Iteration 46Q: 3 clusters Score -1492518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1492518.000000 Penalty: 3123.507812
	Iteration 47F: 3 clusters Score -1492518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Entering Unmasked Estep 
Score: -3250929.000000 Penalty: 1685.371948
	Iteration 0F: 2 clusters Score -3250929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3229647.500000 Penalty: 3370.743896
	Iteration 0F: 3 clusters Score -3229648 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3237636.250000 Penalty: 3370.743896
	Iteration 1F: 3 clusters Score -3237636 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3238240.000000 Penalty: 3370.743896
	Iteration 2Q: 3 clusters Score -3238240 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3239031.750000 Penalty: 3370.743896
	Iteration 3F: 3 clusters Score -3239032 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3240015.000000 Penalty: 3370.743896
	Iteration 4F: 3 clusters Score -3240015 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3241326.250000 Penalty: 3370.743896
	Iteration 5F: 3 clusters Score -3241326 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3242946.250000 Penalty: 3370.743896
	Iteration 6F: 3 clusters Score -3242946 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3244727.750000 Penalty: 3370.743896
	Iteration 7F: 3 clusters Score -3244728 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3246425.750000 Penalty: 3370.743896
	Iteration 8F: 3 clusters Score -3246426 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3247700.500000 Penalty: 3370.743896
	Iteration 9Q: 3 clusters Score -3247700 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3248449.500000 Penalty: 3370.743896
	Iteration 10Q: 3 clusters Score -3248450 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3248899.750000 Penalty: 3370.743896
	Iteration 11Q: 3 clusters Score -3248900 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3249142.750000 Penalty: 3370.743896
	Iteration 12Q: 3 clusters Score -3249143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3249256.500000 Penalty: 3370.743896
	Iteration 13Q: 3 clusters Score -3249256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3249315.250000 Penalty: 3370.743896
	Iteration 14Q: 3 clusters Score -3249315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3249344.500000 Penalty: 3370.743896
	Iteration 15Q: 3 clusters Score -3249344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3249386.000000 Penalty: 3370.743896
	Iteration 16Q: 3 clusters Score -3249386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -3249412.000000 Penalty: 3370.743896
	Iteration 17Q: 3 clusters Score -3249412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3249434.250000 Penalty: 3370.743896
	Iteration 18Q: 3 clusters Score -3249434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -3249455.000000 Penalty: 3370.743896
	Iteration 19Q: 3 clusters Score -3249455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3249469.750000 Penalty: 3370.743896
	Iteration 20F: 3 clusters Score -3249470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -3249478.500000 Penalty: 3370.743896
	Iteration 21Q: 3 clusters Score -3249478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3249487.750000 Penalty: 3370.743896
	Iteration 22Q: 3 clusters Score -3249488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3249491.750000 Penalty: 3370.743896
	Iteration 23Q: 3 clusters Score -3249492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3249491.250000 Penalty: 3370.743896
	Iteration 24Q: 3 clusters Score -3249491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3249495.500000 Penalty: 3370.743896
	Iteration 25Q: 3 clusters Score -3249496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3249498.250000 Penalty: 3370.743896
	Iteration 26Q: 3 clusters Score -3249498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3249494.250000 Penalty: 3370.743896
	Iteration 27Q: 3 clusters Score -3249494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3249494.250000 Penalty: 3370.743896
	Iteration 28F: 3 clusters Score -3249494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Entering Unmasked Estep 
Score: -7469772.500000 Penalty: 1815.960571
	Iteration 0F: 2 clusters Score -7469772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -7421974.500000 Penalty: 3631.921143
	Iteration 0F: 3 clusters Score -7421974 nChanged 33913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -7442571.000000 Penalty: 3631.921143
	Iteration 1F: 3 clusters Score -7442571 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7444165.000000 Penalty: 3631.921143
	Iteration 2F: 3 clusters Score -7444165 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -7446659.000000 Penalty: 3631.921143
	Iteration 3F: 3 clusters Score -7446659 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -7450317.500000 Penalty: 3631.921143
	Iteration 4F: 3 clusters Score -7450318 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7454895.500000 Penalty: 3631.921143
	Iteration 5F: 3 clusters Score -7454896 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -7459450.000000 Penalty: 3631.921143
	Iteration 6F: 3 clusters Score -7459450 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -7462660.500000 Penalty: 3631.921143
	Iteration 7Q: 3 clusters Score -7462660 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -7464387.500000 Penalty: 3631.921143
	Iteration 8Q: 3 clusters Score -7464388 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -7465182.000000 Penalty: 3631.921143
	Iteration 9Q: 3 clusters Score -7465182 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -7465687.000000 Penalty: 3631.921143
	Iteration 10Q: 3 clusters Score -7465687 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -7466095.000000 Penalty: 3631.921143
	Iteration 11Q: 3 clusters Score -7466095 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -7466423.000000 Penalty: 3631.921143
	Iteration 12Q: 3 clusters Score -7466423 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -7466669.500000 Penalty: 3631.921143
	Iteration 13Q: 3 clusters Score -7466670 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -7466911.500000 Penalty: 3631.921143
	Iteration 14Q: 3 clusters Score -7466912 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -7467162.000000 Penalty: 3631.921143
	Iteration 15Q: 3 clusters Score -7467162 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -7467302.500000 Penalty: 3631.921143
	Iteration 16Q: 3 clusters Score -7467302 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7467445.000000 Penalty: 3631.921143
	Iteration 17Q: 3 clusters Score -7467445 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7467573.500000 Penalty: 3631.921143
	Iteration 18Q: 3 clusters Score -7467574 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7467707.500000 Penalty: 3631.921143
	Iteration 19Q: 3 clusters Score -7467708 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7467776.000000 Penalty: 3631.921143
	Iteration 20F: 3 clusters Score -7467776 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7467884.500000 Penalty: 3631.921143
	Iteration 21Q: 3 clusters Score -7467884 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7467926.500000 Penalty: 3631.921143
	Iteration 22Q: 3 clusters Score -7467926 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7467972.500000 Penalty: 3631.921143
	Iteration 23Q: 3 clusters Score -7467972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7468010.500000 Penalty: 3631.921143
	Iteration 24Q: 3 clusters Score -7468010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7468083.500000 Penalty: 3631.921143
	Iteration 25Q: 3 clusters Score -7468084 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7468119.500000 Penalty: 3631.921143
	Iteration 26Q: 3 clusters Score -7468120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7468153.000000 Penalty: 3631.921143
	Iteration 27Q: 3 clusters Score -7468153 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7468177.000000 Penalty: 3631.921143
	Iteration 28Q: 3 clusters Score -7468177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7468206.000000 Penalty: 3631.921143
	Iteration 29Q: 3 clusters Score -7468206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7468223.000000 Penalty: 3631.921143
	Iteration 30Q: 3 clusters Score -7468223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7468248.500000 Penalty: 3631.921143
	Iteration 31Q: 3 clusters Score -7468248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7468272.500000 Penalty: 3631.921143
	Iteration 32Q: 3 clusters Score -7468272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7468281.000000 Penalty: 3631.921143
	Iteration 33Q: 3 clusters Score -7468281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7468299.500000 Penalty: 3631.921143
	Iteration 34Q: 3 clusters Score -7468300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7468301.000000 Penalty: 3631.921143
	Iteration 35Q: 3 clusters Score -7468301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7468319.500000 Penalty: 3631.921143
	Iteration 36Q: 3 clusters Score -7468320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7468319.000000 Penalty: 3631.921143
	Iteration 37Q: 3 clusters Score -7468319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7468319.500000 Penalty: 3631.921143
	Iteration 38Q: 3 clusters Score -7468320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7468328.500000 Penalty: 3631.921143
	Iteration 39Q: 3 clusters Score -7468328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7468328.500000 Penalty: 3631.921143
	Iteration 40F: 3 clusters Score -7468328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7468331.500000 Penalty: 3631.921143
	Iteration 41Q: 3 clusters Score -7468332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7468332.500000 Penalty: 3631.921143
	Iteration 42Q: 3 clusters Score -7468332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7468324.500000 Penalty: 3631.921143
	Iteration 43Q: 3 clusters Score -7468324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7468332.000000 Penalty: 3631.921143
	Iteration 44Q: 3 clusters Score -7468332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7468333.500000 Penalty: 3631.921143
	Iteration 45Q: 3 clusters Score -7468334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7468339.000000 Penalty: 3631.921143
	Iteration 46Q: 3 clusters Score -7468339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7468334.000000 Penalty: 3631.921143
	Iteration 47Q: 3 clusters Score -7468334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7468338.500000 Penalty: 3631.921143
	Iteration 48Q: 3 clusters Score -7468338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7468341.500000 Penalty: 3631.921143
	Iteration 49Q: 3 clusters Score -7468342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7468347.000000 Penalty: 3631.921143
	Iteration 50Q: 3 clusters Score -7468347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7468350.000000 Penalty: 3631.921143
	Iteration 51Q: 3 clusters Score -7468350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7468361.500000 Penalty: 3631.921143
	Iteration 52Q: 3 clusters Score -7468362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7468369.500000 Penalty: 3631.921143
	Iteration 53Q: 3 clusters Score -7468370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7468365.500000 Penalty: 3631.921143
	Iteration 54Q: 3 clusters Score -7468366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7468370.500000 Penalty: 3631.921143
	Iteration 55Q: 3 clusters Score -7468370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7468377.500000 Penalty: 3631.921143
	Iteration 56Q: 3 clusters Score -7468378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7468377.500000 Penalty: 3631.921143
	Iteration 57Q: 3 clusters Score -7468378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7468374.500000 Penalty: 3631.921143
	Iteration 58Q: 3 clusters Score -7468374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7468378.000000 Penalty: 3631.921143
	Iteration 59Q: 3 clusters Score -7468378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7468384.500000 Penalty: 3631.921143
	Iteration 60F: 3 clusters Score -7468384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7468386.000000 Penalty: 3631.921143
	Iteration 61Q: 3 clusters Score -7468386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7468381.000000 Penalty: 3631.921143
	Iteration 62Q: 3 clusters Score -7468381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7468381.000000 Penalty: 3631.921143
	Iteration 63F: 3 clusters Score -7468381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Entering Unmasked Estep 
Score: -3664584.000000 Penalty: 1701.995239
	Iteration 0F: 2 clusters Score -3664584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3640704.750000 Penalty: 3403.990479
	Iteration 0F: 3 clusters Score -3640705 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3650025.000000 Penalty: 3403.990479
	Iteration 1F: 3 clusters Score -3650025 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3650429.250000 Penalty: 3403.990479
	Iteration 2Q: 3 clusters Score -3650429 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3650800.000000 Penalty: 3403.990479
	Iteration 3Q: 3 clusters Score -3650800 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3651187.250000 Penalty: 3403.990479
	Iteration 4Q: 3 clusters Score -3651187 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3651688.500000 Penalty: 3403.990479
	Iteration 5Q: 3 clusters Score -3651688 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3652280.750000 Penalty: 3403.990479
	Iteration 6Q: 3 clusters Score -3652281 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3653101.250000 Penalty: 3403.990479
	Iteration 7Q: 3 clusters Score -3653101 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3654199.750000 Penalty: 3403.990479
	Iteration 8F: 3 clusters Score -3654200 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3655525.000000 Penalty: 3403.990479
	Iteration 9F: 3 clusters Score -3655525 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3656753.750000 Penalty: 3403.990479
	Iteration 10F: 3 clusters Score -3656754 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3657508.250000 Penalty: 3403.990479
	Iteration 11Q: 3 clusters Score -3657508 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3657872.000000 Penalty: 3403.990479
	Iteration 12Q: 3 clusters Score -3657872 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3658026.750000 Penalty: 3403.990479
	Iteration 13Q: 3 clusters Score -3658027 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3658131.750000 Penalty: 3403.990479
	Iteration 14Q: 3 clusters Score -3658132 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3658258.500000 Penalty: 3403.990479
	Iteration 15Q: 3 clusters Score -3658258 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3658329.750000 Penalty: 3403.990479
	Iteration 16Q: 3 clusters Score -3658330 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3658402.250000 Penalty: 3403.990479
	Iteration 17Q: 3 clusters Score -3658402 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3658470.000000 Penalty: 3403.990479
	Iteration 18Q: 3 clusters Score -3658470 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3658565.500000 Penalty: 3403.990479
	Iteration 19Q: 3 clusters Score -3658566 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3658659.750000 Penalty: 3403.990479
	Iteration 20F: 3 clusters Score -3658660 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3658743.500000 Penalty: 3403.990479
	Iteration 21Q: 3 clusters Score -3658744 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3658827.750000 Penalty: 3403.990479
	Iteration 22Q: 3 clusters Score -3658828 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3658913.250000 Penalty: 3403.990479
	Iteration 23Q: 3 clusters Score -3658913 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3658989.000000 Penalty: 3403.990479
	Iteration 24Q: 3 clusters Score -3658989 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3659104.750000 Penalty: 3403.990479
	Iteration 25Q: 3 clusters Score -3659105 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3659230.250000 Penalty: 3403.990479
	Iteration 26Q: 3 clusters Score -3659230 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3659354.250000 Penalty: 3403.990479
	Iteration 27Q: 3 clusters Score -3659354 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3659522.750000 Penalty: 3403.990479
	Iteration 28Q: 3 clusters Score -3659523 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3659695.250000 Penalty: 3403.990479
	Iteration 29Q: 3 clusters Score -3659695 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3659871.250000 Penalty: 3403.990479
	Iteration 30Q: 3 clusters Score -3659871 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3660095.250000 Penalty: 3403.990479
	Iteration 31Q: 3 clusters Score -3660095 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3660308.500000 Penalty: 3403.990479
	Iteration 32Q: 3 clusters Score -3660308 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3660521.500000 Penalty: 3403.990479
	Iteration 33Q: 3 clusters Score -3660522 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3660700.250000 Penalty: 3403.990479
	Iteration 34Q: 3 clusters Score -3660700 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3660887.750000 Penalty: 3403.990479
	Iteration 35Q: 3 clusters Score -3660888 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3661068.750000 Penalty: 3403.990479
	Iteration 36Q: 3 clusters Score -3661069 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3661285.000000 Penalty: 3403.990479
	Iteration 37Q: 3 clusters Score -3661285 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3661462.750000 Penalty: 3403.990479
	Iteration 38Q: 3 clusters Score -3661463 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3661648.750000 Penalty: 3403.990479
	Iteration 39Q: 3 clusters Score -3661649 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3661802.250000 Penalty: 3403.990479
	Iteration 40F: 3 clusters Score -3661802 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3661935.250000 Penalty: 3403.990479
	Iteration 41Q: 3 clusters Score -3661935 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3662075.250000 Penalty: 3403.990479
	Iteration 42Q: 3 clusters Score -3662075 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3662208.250000 Penalty: 3403.990479
	Iteration 43Q: 3 clusters Score -3662208 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3662321.250000 Penalty: 3403.990479
	Iteration 44Q: 3 clusters Score -3662321 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3662412.500000 Penalty: 3403.990479
	Iteration 45Q: 3 clusters Score -3662412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3662509.500000 Penalty: 3403.990479
	Iteration 46Q: 3 clusters Score -3662510 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3662594.500000 Penalty: 3403.990479
	Iteration 47Q: 3 clusters Score -3662594 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3662664.000000 Penalty: 3403.990479
	Iteration 48Q: 3 clusters Score -3662664 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3662739.250000 Penalty: 3403.990479
	Iteration 49Q: 3 clusters Score -3662739 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3662801.000000 Penalty: 3403.990479
	Iteration 50Q: 3 clusters Score -3662801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3662842.750000 Penalty: 3403.990479
	Iteration 51Q: 3 clusters Score -3662843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3662873.000000 Penalty: 3403.990479
	Iteration 52Q: 3 clusters Score -3662873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3662890.750000 Penalty: 3403.990479
	Iteration 53Q: 3 clusters Score -3662891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3662909.500000 Penalty: 3403.990479
	Iteration 54Q: 3 clusters Score -3662910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3662936.750000 Penalty: 3403.990479
	Iteration 55Q: 3 clusters Score -3662937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3662959.750000 Penalty: 3403.990479
	Iteration 56Q: 3 clusters Score -3662960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3662989.250000 Penalty: 3403.990479
	Iteration 57Q: 3 clusters Score -3662989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3663004.250000 Penalty: 3403.990479
	Iteration 58Q: 3 clusters Score -3663004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3663011.500000 Penalty: 3403.990479
	Iteration 59Q: 3 clusters Score -3663012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3663031.000000 Penalty: 3403.990479
	Iteration 60F: 3 clusters Score -3663031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3663039.750000 Penalty: 3403.990479
	Iteration 61Q: 3 clusters Score -3663040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3663057.750000 Penalty: 3403.990479
	Iteration 62Q: 3 clusters Score -3663058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3663073.250000 Penalty: 3403.990479
	Iteration 63Q: 3 clusters Score -3663073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3663087.500000 Penalty: 3403.990479
	Iteration 64Q: 3 clusters Score -3663088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3663103.250000 Penalty: 3403.990479
	Iteration 65Q: 3 clusters Score -3663103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3663117.750000 Penalty: 3403.990479
	Iteration 66Q: 3 clusters Score -3663118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3663120.750000 Penalty: 3403.990479
	Iteration 67Q: 3 clusters Score -3663121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3663125.000000 Penalty: 3403.990479
	Iteration 68Q: 3 clusters Score -3663125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3663125.000000 Penalty: 3403.990479
	Iteration 69Q: 3 clusters Score -3663125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3663129.000000 Penalty: 3403.990479
	Iteration 70Q: 3 clusters Score -3663129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3663134.000000 Penalty: 3403.990479
	Iteration 71Q: 3 clusters Score -3663134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3663144.750000 Penalty: 3403.990479
	Iteration 72Q: 3 clusters Score -3663145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3663148.000000 Penalty: 3403.990479
	Iteration 73Q: 3 clusters Score -3663148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3663153.500000 Penalty: 3403.990479
	Iteration 74Q: 3 clusters Score -3663154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3663156.750000 Penalty: 3403.990479
	Iteration 75Q: 3 clusters Score -3663157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3663156.000000 Penalty: 3403.990479
	Iteration 76Q: 3 clusters Score -3663156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3663163.250000 Penalty: 3403.990479
	Iteration 77Q: 3 clusters Score -3663163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3663162.250000 Penalty: 3403.990479
	Iteration 78Q: 3 clusters Score -3663162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3663162.500000 Penalty: 3403.990479
	Iteration 79Q: 3 clusters Score -3663162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3663159.250000 Penalty: 3403.990479
	Iteration 80F: 3 clusters Score -3663159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3663158.750000 Penalty: 3403.990479
	Iteration 81Q: 3 clusters Score -3663159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3663158.750000 Penalty: 3403.990479
	Iteration 82F: 3 clusters Score -3663159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -706103.812500 Penalty: 1436.358887
	Iteration 0F: 2 clusters Score -706103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -700946.562500 Penalty: 2872.717773
	Iteration 0F: 3 clusters Score -700946.6 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -702702.625000 Penalty: 2872.717773
	Iteration 1F: 3 clusters Score -702702.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -703116.500000 Penalty: 2872.717773
	Iteration 2F: 3 clusters Score -703116.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -703549.250000 Penalty: 2872.717773
	Iteration 3F: 3 clusters Score -703549.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -704061.250000 Penalty: 2872.717773
	Iteration 4F: 3 clusters Score -704061.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -704482.812500 Penalty: 2872.717773
	Iteration 5F: 3 clusters Score -704482.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -704783.250000 Penalty: 2872.717773
	Iteration 6F: 3 clusters Score -704783.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -704974.062500 Penalty: 2872.717773
	Iteration 7Q: 3 clusters Score -704974.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -705093.187500 Penalty: 2872.717773
	Iteration 8Q: 3 clusters Score -705093.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -705165.687500 Penalty: 2872.717773
	Iteration 9Q: 3 clusters Score -705165.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -705219.375000 Penalty: 2872.717773
	Iteration 10Q: 3 clusters Score -705219.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -705256.875000 Penalty: 2872.717773
	Iteration 11Q: 3 clusters Score -705256.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -705289.625000 Penalty: 2872.717773
	Iteration 12Q: 3 clusters Score -705289.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -705317.937500 Penalty: 2872.717773
	Iteration 13Q: 3 clusters Score -705317.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -705343.562500 Penalty: 2872.717773
	Iteration 14Q: 3 clusters Score -705343.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -705367.062500 Penalty: 2872.717773
	Iteration 15Q: 3 clusters Score -705367.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -705393.000000 Penalty: 2872.717773
	Iteration 16Q: 3 clusters Score -705393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -705411.812500 Penalty: 2872.717773
	Iteration 17Q: 3 clusters Score -705411.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -705428.375000 Penalty: 2872.717773
	Iteration 18Q: 3 clusters Score -705428.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -705442.687500 Penalty: 2872.717773
	Iteration 19Q: 3 clusters Score -705442.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -705466.125000 Penalty: 2872.717773
	Iteration 20F: 3 clusters Score -705466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -705479.375000 Penalty: 2872.717773
	Iteration 21Q: 3 clusters Score -705479.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -705491.125000 Penalty: 2872.717773
	Iteration 22Q: 3 clusters Score -705491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -705495.625000 Penalty: 2872.717773
	Iteration 23Q: 3 clusters Score -705495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -705499.187500 Penalty: 2872.717773
	Iteration 24Q: 3 clusters Score -705499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -705502.750000 Penalty: 2872.717773
	Iteration 25Q: 3 clusters Score -705502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -705507.687500 Penalty: 2872.717773
	Iteration 26Q: 3 clusters Score -705507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -705511.375000 Penalty: 2872.717773
	Iteration 27Q: 3 clusters Score -705511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -705515.187500 Penalty: 2872.717773
	Iteration 28Q: 3 clusters Score -705515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -705513.625000 Penalty: 2872.717773
	Iteration 29Q: 3 clusters Score -705513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -705514.500000 Penalty: 2872.717773
	Iteration 30Q: 3 clusters Score -705514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -705514.500000 Penalty: 2872.717773
	Iteration 31F: 3 clusters Score -705514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Entering Unmasked Estep 
Score: -9542851.000000 Penalty: 1856.700928
	Iteration 0F: 2 clusters Score -9542851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9481781 nChanged 43774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9507286 nChanged 3855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9508931 nChanged 4945
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -9511738 nChanged 6288
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Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -9516313 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9522276 nChanged 7131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9528381 nChanged 5829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9532798 nChanged 3885
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9535001 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9536043 nChanged 1807
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9536792 nChanged 1591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9537462 nChanged 1468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9538042 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9538516 nChanged 1237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9538867 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9539259 nChanged 1115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9539662 nChanged 1036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -9539911.000000 Penalty: 3713.401855
	Iteration 17Q: 3 clusters Score -9539911 nChanged 965
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -9540246.000000 Penalty: 3713.401855
	Iteration 18Q: 3 clusters Score -9540246 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -9540465.000000 Penalty: 3713.401855
	Iteration 19Q: 3 clusters Score -9540465 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -9540669.000000 Penalty: 3713.401855
	Iteration 20F: 3 clusters Score -9540669 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9540867 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9540976 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -9541117.000000 Penalty: 3713.401855
	Iteration 23Q: 3 clusters Score -9541117 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9541277 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9541356.000000 Penalty: 3713.401855
	Iteration 25Q: 3 clusters Score -9541356 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -9541458.000000 Penalty: 3713.401855
	Iteration 26Q: 3 clusters Score -9541458 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -9541561.000000 Penalty: 3713.401855
	Iteration 27Q: 3 clusters Score -9541561 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9541596 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9541656 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9541697 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9541771 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9541787 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -9541840.000000 Penalty: 3713.401855
	Iteration 33Q: 3 clusters Score -9541840 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9541862 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9541900 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -9541935.000000 Penalty: 3713.401855
	Iteration 36Q: 3 clusters Score -9541935 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9541960 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9541978 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9542015 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -9542065.000000 Penalty: 3713.401855
	Iteration 40F: 3 clusters Score -9542065 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9542077 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -9542083.000000 Penalty: 3713.401855
	Iteration 42Q: 3 clusters Score -9542083 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -9542102.000000 Penalty: 3713.401855
	Iteration 43Q: 3 clusters Score -9542102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86915 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -9542130.000000 Penalty: 3713.401855
	Iteration 44Q: 3 clusters Score -9542130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -9542135.000000 Penalty: 3713.401855
	Iteration 45Q: 3 clusters Score -9542135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -9542166.000000 Penalty: 3713.401855
	Iteration 46Q: 3 clusters Score -9542166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -9542163.000000 Penalty: 3713.401855
	Iteration 47Q: 3 clusters Score -9542163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -9542191.000000 Penalty: 3713.401855
	Iteration 48Q: 3 clusters Score -9542191 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9542206.000000 Penalty: 3713.401855
	Iteration 49Q: 3 clusters Score -9542206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -9542212.000000 Penalty: 3713.401855
	Iteration 50Q: 3 clusters Score -9542212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -9542202.000000 Penalty: 3713.401855
	Iteration 51Q: 3 clusters Score -9542202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -9542204.000000 Penalty: 3713.401855
	Iteration 52Q: 3 clusters Score -9542204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -9542220.000000 Penalty: 3713.401855
	Iteration 53Q: 3 clusters Score -9542220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -9542209.000000 Penalty: 3713.401855
	Iteration 54Q: 3 clusters Score -9542209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -9542215.000000 Penalty: 3713.401855
	Iteration 55Q: 3 clusters Score -9542215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9542212.000000 Penalty: 3713.401855
	Iteration 56Q: 3 clusters Score -9542212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9542199.000000 Penalty: 3713.401855
	Iteration 57Q: 3 clusters Score -9542199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9542209.000000 Penalty: 3713.401855
	Iteration 58Q: 3 clusters Score -9542209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -9542218.000000 Penalty: 3713.401855
	Iteration 59Q: 3 clusters Score -9542218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9542225.000000 Penalty: 3713.401855
	Iteration 60F: 3 clusters Score -9542225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9542223.000000 Penalty: 3713.401855
	Iteration 61Q: 3 clusters Score -9542223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -9542219.000000 Penalty: 3713.401855
	Iteration 62Q: 3 clusters Score -9542219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -9542223.000000 Penalty: 3713.401855
	Iteration 63Q: 3 clusters Score -9542223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -9542228.000000 Penalty: 3713.401855
	Iteration 64Q: 3 clusters Score -9542228 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9542218.000000 Penalty: 3713.401855
	Iteration 65Q: 3 clusters Score -9542218 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -9542211.000000 Penalty: 3713.401855
	Iteration 66Q: 3 clusters Score -9542211 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9542221.000000 Penalty: 3713.401855
	Iteration 67Q: 3 clusters Score -9542221 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9542212.000000 Penalty: 3713.401855
	Iteration 68Q: 3 clusters Score -9542212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -9542209.000000 Penalty: 3713.401855
	Iteration 69Q: 3 clusters Score -9542209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9542214.000000 Penalty: 3713.401855
	Iteration 70Q: 3 clusters Score -9542214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9542211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9542213.000000 Penalty: 3713.401855
	Iteration 72Q: 3 clusters Score -9542213 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -9542217.000000 Penalty: 3713.401855
	Iteration 73Q: 3 clusters Score -9542217 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9542221.000000 Penalty: 3713.401855
	Iteration 74Q: 3 clusters Score -9542221 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9542235.000000 Penalty: 3713.401855
	Iteration 75Q: 3 clusters Score -9542235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9542234.000000 Penalty: 3713.401855
	Iteration 76Q: 3 clusters Score -9542234 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9542238.000000 Penalty: 3713.401855
	Iteration 77Q: 3 clusters Score -9542238 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9542234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9542236.000000 Penalty: 3713.401855
	Iteration 79Q: 3 clusters Score -9542236 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9542253.000000 Penalty: 3713.401855
	Iteration 80F: 3 clusters Score -9542253 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9542246.000000 Penalty: 3713.401855
	Iteration 81Q: 3 clusters Score -9542246 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88159 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9542242.000000 Penalty: 3713.401855
	Iteration 82Q: 3 clusters Score -9542242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9542255.000000 Penalty: 3713.401855
	Iteration 83Q: 3 clusters Score -9542255 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9542250.000000 Penalty: 3713.401855
	Iteration 84Q: 3 clusters Score -9542250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -9542249.000000 Penalty: 3713.401855
	Iteration 85Q: 3 clusters Score -9542249 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9542253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9542253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9542257.000000 Penalty: 3713.401855
	Iteration 88Q: 3 clusters Score -9542257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9542249.000000 Penalty: 3713.401855
	Iteration 89Q: 3 clusters Score -9542249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9542257 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9542253 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -9542253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1584670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1573975.000000 Penalty: 3136.798584
	Iteration 0F: 3 clusters Score -1573975 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1577614.750000 Penalty: 3136.798584
	Iteration 1F: 3 clusters Score -1577615 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1577896.250000 Penalty: 3136.798584
	Iteration 2F: 3 clusters Score -1577896 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1578135.125000 Penalty: 3136.798584
	Iteration 3Q: 3 clusters Score -1578135 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1578365.375000 Penalty: 3136.798584
	Iteration 4Q: 3 clusters Score -1578365 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1578594.250000 Penalty: 3136.798584
	Iteration 5Q: 3 clusters Score -1578594 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1578842.500000 Penalty: 3136.798584
	Iteration 6Q: 3 clusters Score -1578842 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1579173.625000 Penalty: 3136.798584
	Iteration 7Q: 3 clusters Score -1579174 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1579576.375000 Penalty: 3136.798584
	Iteration 8Q: 3 clusters Score -1579576 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1580065.875000 Penalty: 3136.798584
	Iteration 9F: 3 clusters Score -1580066 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1580618.375000 Penalty: 3136.798584
	Iteration 10F: 3 clusters Score -1580618 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1581106.875000 Penalty: 3136.798584
	Iteration 11Q: 3 clusters Score -1581107 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1581542.375000 Penalty: 3136.798584
	Iteration 12Q: 3 clusters Score -1581542 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1581886.250000 Penalty: 3136.798584
	Iteration 13Q: 3 clusters Score -1581886 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1582129.000000 Penalty: 3136.798584
	Iteration 14Q: 3 clusters Score -1582129 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1582349.250000 Penalty: 3136.798584
	Iteration 15Q: 3 clusters Score -1582349 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1582496.375000 Penalty: 3136.798584
	Iteration 16Q: 3 clusters Score -1582496 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1582621.125000 Penalty: 3136.798584
	Iteration 17Q: 3 clusters Score -1582621 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1582730.625000 Penalty: 3136.798584
	Iteration 18Q: 3 clusters Score -1582731 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1582842.500000 Penalty: 3136.798584
	Iteration 19Q: 3 clusters Score -1582842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1582939.375000 Penalty: 3136.798584
	Iteration 20F: 3 clusters Score -1582939 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1583036.500000 Penalty: 3136.798584
	Iteration 21Q: 3 clusters Score -1583036 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1583099.125000 Penalty: 3136.798584
	Iteration 22Q: 3 clusters Score -1583099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1583137.125000 Penalty: 3136.798584
	Iteration 23Q: 3 clusters Score -1583137 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1583172.125000 Penalty: 3136.798584
	Iteration 24Q: 3 clusters Score -1583172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1583189.125000 Penalty: 3136.798584
	Iteration 25Q: 3 clusters Score -1583189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1583215.250000 Penalty: 3136.798584
	Iteration 26Q: 3 clusters Score -1583215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1583228.125000 Penalty: 3136.798584
	Iteration 27Q: 3 clusters Score -1583228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1583249.500000 Penalty: 3136.798584
	Iteration 28Q: 3 clusters Score -1583250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1583261.000000 Penalty: 3136.798584
	Iteration 29Q: 3 clusters Score -1583261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1583279.125000 Penalty: 3136.798584
	Iteration 30Q: 3 clusters Score -1583279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1583300.000000 Penalty: 3136.798584
	Iteration 31Q: 3 clusters Score -1583300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1583312.875000 Penalty: 3136.798584
	Iteration 32Q: 3 clusters Score -1583313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1583332.125000 Penalty: 3136.798584
	Iteration 33Q: 3 clusters Score -1583332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1583341.875000 Penalty: 3136.798584
	Iteration 34Q: 3 clusters Score -1583342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1583357.500000 Penalty: 3136.798584
	Iteration 35Q: 3 clusters Score -1583358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1583370.875000 Penalty: 3136.798584
	Iteration 36Q: 3 clusters Score -1583371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1583378.875000 Penalty: 3136.798584
	Iteration 37Q: 3 clusters Score -1583379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1583386.750000 Penalty: 3136.798584
	Iteration 38Q: 3 clusters Score -1583387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1583400.875000 Penalty: 3136.798584
	Iteration 39Q: 3 clusters Score -1583401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1583404.875000 Penalty: 3136.798584
	Iteration 40F: 3 clusters Score -1583405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1583410.000000 Penalty: 3136.798584
	Iteration 41Q: 3 clusters Score -1583410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1583418.750000 Penalty: 3136.798584
	Iteration 42Q: 3 clusters Score -1583419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1583431.375000 Penalty: 3136.798584
	Iteration 43Q: 3 clusters Score -1583431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1583437.625000 Penalty: 3136.798584
	Iteration 44Q: 3 clusters Score -1583438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1583446.625000 Penalty: 3136.798584
	Iteration 45Q: 3 clusters Score -1583447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1583453.000000 Penalty: 3136.798584
	Iteration 46Q: 3 clusters Score -1583453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1583454.125000 Penalty: 3136.798584
	Iteration 47Q: 3 clusters Score -1583454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1583457.750000 Penalty: 3136.798584
	Iteration 48Q: 3 clusters Score -1583458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1583462.500000 Penalty: 3136.798584
	Iteration 49Q: 3 clusters Score -1583462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1583463.375000 Penalty: 3136.798584
	Iteration 50Q: 3 clusters Score -1583463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1583464.375000 Penalty: 3136.798584
	Iteration 51Q: 3 clusters Score -1583464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1583465.500000 Penalty: 3136.798584
	Iteration 52Q: 3 clusters Score -1583466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1583465.250000 Penalty: 3136.798584
	Iteration 53Q: 3 clusters Score -1583465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1583465.250000 Penalty: 3136.798584
	Iteration 54F: 3 clusters Score -1583465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Entering Unmasked Estep 
Score: -8632470.000000 Penalty: 1839.398804
	Iteration 0F: 2 clusters Score -8632470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8577400.000000 Penalty: 3678.797607
	Iteration 0F: 3 clusters Score -8577400 nChanged 39398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -8600089.000000 Penalty: 3678.797607
	Iteration 1F: 3 clusters Score -8600089 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -8600864.000000 Penalty: 3678.797607
	Iteration 2Q: 3 clusters Score -8600864 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8601959.000000 Penalty: 3678.797607
	Iteration 3Q: 3 clusters Score -8601959 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -8603451.000000 Penalty: 3678.797607
	Iteration 4Q: 3 clusters Score -8603451 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8605602.000000 Penalty: 3678.797607
	Iteration 5F: 3 clusters Score -8605602 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -8608279.000000 Penalty: 3678.797607
	Iteration 6F: 3 clusters Score -8608279 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -8611648.000000 Penalty: 3678.797607
	Iteration 7F: 3 clusters Score -8611648 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -8615483.000000 Penalty: 3678.797607
	Iteration 8F: 3 clusters Score -8615483 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -8619492.000000 Penalty: 3678.797607
	Iteration 9F: 3 clusters Score -8619492 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -8623250.000000 Penalty: 3678.797607
	Iteration 10F: 3 clusters Score -8623250 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8626438.000000 Penalty: 3678.797607
	Iteration 11Q: 3 clusters Score -8626438 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8628694.000000 Penalty: 3678.797607
	Iteration 12Q: 3 clusters Score -8628694 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8629938.000000 Penalty: 3678.797607
	Iteration 13Q: 3 clusters Score -8629938 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8630603.000000 Penalty: 3678.797607
	Iteration 14Q: 3 clusters Score -8630603 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8630990.000000 Penalty: 3678.797607
	Iteration 15Q: 3 clusters Score -8630990 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8631146.000000 Penalty: 3678.797607
	Iteration 16Q: 3 clusters Score -8631146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8631243.000000 Penalty: 3678.797607
	Iteration 17Q: 3 clusters Score -8631243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8631314.000000 Penalty: 3678.797607
	Iteration 18Q: 3 clusters Score -8631314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8631363.000000 Penalty: 3678.797607
	Iteration 19Q: 3 clusters Score -8631363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8631412.000000 Penalty: 3678.797607
	Iteration 20F: 3 clusters Score -8631412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8631427.000000 Penalty: 3678.797607
	Iteration 21Q: 3 clusters Score -8631427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8631451.000000 Penalty: 3678.797607
	Iteration 22Q: 3 clusters Score -8631451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8631460.000000 Penalty: 3678.797607
	Iteration 23Q: 3 clusters Score -8631460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8631472.000000 Penalty: 3678.797607
	Iteration 24Q: 3 clusters Score -8631472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8631472.000000 Penalty: 3678.797607
	Iteration 25Q: 3 clusters Score -8631472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8631486.000000 Penalty: 3678.797607
	Iteration 26Q: 3 clusters Score -8631486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8631499.000000 Penalty: 3678.797607
	Iteration 27Q: 3 clusters Score -8631499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8631507.000000 Penalty: 3678.797607
	Iteration 28Q: 3 clusters Score -8631507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8631515.000000 Penalty: 3678.797607
	Iteration 29Q: 3 clusters Score -8631515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8631518.000000 Penalty: 3678.797607
	Iteration 30Q: 3 clusters Score -8631518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8631530.000000 Penalty: 3678.797607
	Iteration 31Q: 3 clusters Score -8631530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8631562.000000 Penalty: 3678.797607
	Iteration 32Q: 3 clusters Score -8631562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8631552.000000 Penalty: 3678.797607
	Iteration 33Q: 3 clusters Score -8631552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8631557.000000 Penalty: 3678.797607
	Iteration 34Q: 3 clusters Score -8631557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8631548.000000 Penalty: 3678.797607
	Iteration 35Q: 3 clusters Score -8631548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631550.000000 Penalty: 3678.797607
	Iteration 36Q: 3 clusters Score -8631550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631561.000000 Penalty: 3678.797607
	Iteration 37Q: 3 clusters Score -8631561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631566.000000 Penalty: 3678.797607
	Iteration 38Q: 3 clusters Score -8631566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631573.000000 Penalty: 3678.797607
	Iteration 39Q: 3 clusters Score -8631573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8631571.000000 Penalty: 3678.797607
	Iteration 40F: 3 clusters Score -8631571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8631579.000000 Penalty: 3678.797607
	Iteration 41Q: 3 clusters Score -8631579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631585.000000 Penalty: 3678.797607
	Iteration 42Q: 3 clusters Score -8631585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631590.000000 Penalty: 3678.797607
	Iteration 43Q: 3 clusters Score -8631590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8631590.000000 Penalty: 3678.797607
	Iteration 44F: 3 clusters Score -8631590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -139807.312500 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -139807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137947.765625 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -137947.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138818.718750 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -138818.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139233.656250 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -139233.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139488.500000 Penalty: 2426.151855
	Iteration 3F: 3 clusters Score -139488.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139646.500000 Penalty: 2426.151855
	Iteration 4F: 3 clusters Score -139646.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139773.515625 Penalty: 2426.151855
	Iteration 5Q: 3 clusters Score -139773.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -139850.765625 Penalty: 2426.151855
	Iteration 6Q: 3 clusters Score -139850.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -139923.781250 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -139923.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -140005.921875 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -140005.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140050.484375 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -140050.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -140067.734375 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -140067.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140089.546875 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -140089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -140100.031250 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -140100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -140119.781250 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -140119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -140133.328125 Penalty: 2426.151855
	Iteration 14Q: 3 clusters Score -140133.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -140144.187500 Penalty: 2426.151855
	Iteration 15Q: 3 clusters Score -140144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140151.468750 Penalty: 2426.151855
	Iteration 16Q: 3 clusters Score -140151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140160.609375 Penalty: 2426.151855
	Iteration 17Q: 3 clusters Score -140160.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140167.750000 Penalty: 2426.151855
	Iteration 18Q: 3 clusters Score -140167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -140171.437500 Penalty: 2426.151855
	Iteration 19Q: 3 clusters Score -140171.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -140176.343750 Penalty: 2426.151855
	Iteration 20F: 3 clusters Score -140176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140184.875000 Penalty: 2426.151855
	Iteration 21Q: 3 clusters Score -140184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140191.359375 Penalty: 2426.151855
	Iteration 22Q: 3 clusters Score -140191.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -140210.562500 Penalty: 2426.151855
	Iteration 23Q: 3 clusters Score -140210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140226.765625 Penalty: 2426.151855
	Iteration 24Q: 3 clusters Score -140226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140235.843750 Penalty: 2426.151855
	Iteration 25Q: 3 clusters Score -140235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140242.593750 Penalty: 2426.151855
	Iteration 26Q: 3 clusters Score -140242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140254.296875 Penalty: 2426.151855
	Iteration 27Q: 3 clusters Score -140254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140276.531250 Penalty: 2426.151855
	Iteration 28Q: 3 clusters Score -140276.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140289.609375 Penalty: 2426.151855
	Iteration 29Q: 3 clusters Score -140289.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140296.500000 Penalty: 2426.151855
	Iteration 30Q: 3 clusters Score -140296.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140305.171875 Penalty: 2426.151855
	Iteration 31Q: 3 clusters Score -140305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140321.921875 Penalty: 2426.151855
	Iteration 32Q: 3 clusters Score -140321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140331.828125 Penalty: 2426.151855
	Iteration 33Q: 3 clusters Score -140331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140343.828125 Penalty: 2426.151855
	Iteration 34Q: 3 clusters Score -140343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -140355.250000 Penalty: 2426.151855
	Iteration 35Q: 3 clusters Score -140355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140365.437500 Penalty: 2426.151855
	Iteration 36Q: 3 clusters Score -140365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140371.765625 Penalty: 2426.151855
	Iteration 37Q: 3 clusters Score -140371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140374.187500 Penalty: 2426.151855
	Iteration 38Q: 3 clusters Score -140374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -140375.640625 Penalty: 2426.151855
	Iteration 39Q: 3 clusters Score -140375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140378.750000 Penalty: 2426.151855
	Iteration 40F: 3 clusters Score -140378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140382.609375 Penalty: 2426.151855
	Iteration 41Q: 3 clusters Score -140382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140385.015625 Penalty: 2426.151855
	Iteration 42Q: 3 clusters Score -140385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140387.953125 Penalty: 2426.151855
	Iteration 43Q: 3 clusters Score -140388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140394.437500 Penalty: 2426.151855
	Iteration 44Q: 3 clusters Score -140394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140397.015625 Penalty: 2426.151855
	Iteration 45Q: 3 clusters Score -140397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -140397.656250 Penalty: 2426.151855
	Iteration 46Q: 3 clusters Score -140397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -140397.656250 Penalty: 2426.151855
	Iteration 47F: 3 clusters Score -140397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 991 members 
Entering Unmasked Estep 
Score: -154069376.000000 Penalty: 106475.343750
Splitting cluster 12 changes total score from -154069904.000000 to -154069376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (120975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Entering Unmasked Estep 
Score: -12629186.000000 Penalty: 1901.792725
	Iteration 0F: 2 clusters Score -1.262919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -12548690.000000 Penalty: 3803.585449
	Iteration 0F: 3 clusters Score -1.254869e+07 nChanged 57794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -12582193.000000 Penalty: 3803.585449
	Iteration 1F: 3 clusters Score -1.258219e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -12582902.000000 Penalty: 3803.585449
	Iteration 2Q: 3 clusters Score -1.25829e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -12583863.000000 Penalty: 3803.585449
	Iteration 3Q: 3 clusters Score -1.258386e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -12585246.000000 Penalty: 3803.585449
	Iteration 4Q: 3 clusters Score -1.258525e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -12586950.000000 Penalty: 3803.585449
	Iteration 5Q: 3 clusters Score -1.258695e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -12589457.000000 Penalty: 3803.585449
	Iteration 6Q: 3 clusters Score -1.258946e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -12593584.000000 Penalty: 3803.585449
	Iteration 7F: 3 clusters Score -1.259358e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -12599482.000000 Penalty: 3803.585449
	Iteration 8F: 3 clusters Score -1.259948e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -12606256.000000 Penalty: 3803.585449
	Iteration 9F: 3 clusters Score -1.260626e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -12612234.000000 Penalty: 3803.585449
	Iteration 10F: 3 clusters Score -1.261223e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -12616418.000000 Penalty: 3803.585449
	Iteration 11Q: 3 clusters Score -1.261642e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 108281 members 
Entering Unmasked Estep 
Score: -12619485.000000 Penalty: 3803.585449
	Iteration 12Q: 3 clusters Score -1.261948e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -12621781.000000 Penalty: 3803.585449
	Iteration 13Q: 3 clusters Score -1.262178e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -12623734.000000 Penalty: 3803.585449
	Iteration 14Q: 3 clusters Score -1.262373e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
Score: -12625165.000000 Penalty: 3803.585449
	Iteration 15Q: 3 clusters Score -1.262516e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -12626038.000000 Penalty: 3803.585449
	Iteration 16Q: 3 clusters Score -1.262604e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 118492 members 
Entering Unmasked Estep 
Score: -12626701.000000 Penalty: 3803.585449
	Iteration 17Q: 3 clusters Score -1.26267e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -12627128.000000 Penalty: 3803.585449
	Iteration 18Q: 3 clusters Score -1.262713e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -12627396.000000 Penalty: 3803.585449
	Iteration 19Q: 3 clusters Score -1.26274e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -12627538.000000 Penalty: 3803.585449
	Iteration 20F: 3 clusters Score -1.262754e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 119837 members 
Entering Unmasked Estep 
Score: -12627618.000000 Penalty: 3803.585449
	Iteration 21Q: 3 clusters Score -1.262762e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -12627690.000000 Penalty: 3803.585449
	Iteration 22Q: 3 clusters Score -1.262769e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -12627726.000000 Penalty: 3803.585449
	Iteration 23Q: 3 clusters Score -1.262773e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 120042 members 
Entering Unmasked Estep 
Score: -12627782.000000 Penalty: 3803.585449
	Iteration 24Q: 3 clusters Score -1.262778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -12627784.000000 Penalty: 3803.585449
	Iteration 25Q: 3 clusters Score -1.262778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -12627805.000000 Penalty: 3803.585449
	Iteration 26Q: 3 clusters Score -1.26278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 120129 members 
Entering Unmasked Estep 
Score: -12627814.000000 Penalty: 3803.585449
	Iteration 27Q: 3 clusters Score -1.262781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -12627826.000000 Penalty: 3803.585449
	Iteration 28Q: 3 clusters Score -1.262783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 120149 members 
Entering Unmasked Estep 
Score: -12627837.000000 Penalty: 3803.585449
	Iteration 29Q: 3 clusters Score -1.262784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 120161 members 
Entering Unmasked Estep 
Score: -12627834.000000 Penalty: 3803.585449
	Iteration 30Q: 3 clusters Score -1.262783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 120169 members 
Entering Unmasked Estep 
Score: -12627852.000000 Penalty: 3803.585449
	Iteration 31Q: 3 clusters Score -1.262785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -12627865.000000 Penalty: 3803.585449
	Iteration 32Q: 3 clusters Score -1.262786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -12627869.000000 Penalty: 3803.585449
	Iteration 33Q: 3 clusters Score -1.262787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 120186 members 
Entering Unmasked Estep 
Score: -12627877.000000 Penalty: 3803.585449
	Iteration 34Q: 3 clusters Score -1.262788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -12627876.000000 Penalty: 3803.585449
	Iteration 35Q: 3 clusters Score -1.262788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -12627872.000000 Penalty: 3803.585449
	Iteration 36Q: 3 clusters Score -1.262787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -12627871.000000 Penalty: 3803.585449
	Iteration 37Q: 3 clusters Score -1.262787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -12627875.000000 Penalty: 3803.585449
	Iteration 38Q: 3 clusters Score -1.262788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -12627884.000000 Penalty: 3803.585449
	Iteration 39Q: 3 clusters Score -1.262788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -12627879.000000 Penalty: 3803.585449
	Iteration 40F: 3 clusters Score -1.262788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -12627876.000000 Penalty: 3803.585449
	Iteration 41Q: 3 clusters Score -1.262788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -12627880.000000 Penalty: 3803.585449
	Iteration 42Q: 3 clusters Score -1.262788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -12627872.000000 Penalty: 3803.585449
	Iteration 43Q: 3 clusters Score -1.262787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -12627884.000000 Penalty: 3803.585449
	Iteration 44Q: 3 clusters Score -1.262788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -12627878.000000 Penalty: 3803.585449
	Iteration 45Q: 3 clusters Score -1.262788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -12627878.000000 Penalty: 3803.585449
	Iteration 46F: 3 clusters Score -1.262788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Entering Unmasked Estep 
Score: -7301183.500000 Penalty: 1810.625610
	Iteration 0F: 2 clusters Score -7301184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -7255067.500000 Penalty: 3621.251221
	Iteration 0F: 3 clusters Score -7255068 nChanged 32650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7274319.500000 Penalty: 3621.251221
	Iteration 1F: 3 clusters Score -7274320 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7275455.000000 Penalty: 3621.251221
	Iteration 2Q: 3 clusters Score -7275455 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -7277107.000000 Penalty: 3621.251221
	Iteration 3Q: 3 clusters Score -7277107 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7279373.500000 Penalty: 3621.251221
	Iteration 4F: 3 clusters Score -7279374 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -7282493.000000 Penalty: 3621.251221
	Iteration 5F: 3 clusters Score -7282493 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -7286199.500000 Penalty: 3621.251221
	Iteration 6F: 3 clusters Score -7286200 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -7289206.500000 Penalty: 3621.251221
	Iteration 7F: 3 clusters Score -7289206 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -7291105.000000 Penalty: 3621.251221
	Iteration 8Q: 3 clusters Score -7291105 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -7291984.500000 Penalty: 3621.251221
	Iteration 9Q: 3 clusters Score -7291984 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -7292570.500000 Penalty: 3621.251221
	Iteration 10Q: 3 clusters Score -7292570 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -7293043.500000 Penalty: 3621.251221
	Iteration 11Q: 3 clusters Score -7293044 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -7293489.500000 Penalty: 3621.251221
	Iteration 12Q: 3 clusters Score -7293490 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -7293949.500000 Penalty: 3621.251221
	Iteration 13Q: 3 clusters Score -7293950 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -7294394.500000 Penalty: 3621.251221
	Iteration 14Q: 3 clusters Score -7294394 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -7294849.500000 Penalty: 3621.251221
	Iteration 15Q: 3 clusters Score -7294850 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -7295304.000000 Penalty: 3621.251221
	Iteration 16Q: 3 clusters Score -7295304 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -7295703.000000 Penalty: 3621.251221
	Iteration 17Q: 3 clusters Score -7295703 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -7296098.500000 Penalty: 3621.251221
	Iteration 18Q: 3 clusters Score -7296098 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -7296427.000000 Penalty: 3621.251221
	Iteration 19Q: 3 clusters Score -7296427 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -7296767.500000 Penalty: 3621.251221
	Iteration 20F: 3 clusters Score -7296768 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -7297093.500000 Penalty: 3621.251221
	Iteration 21Q: 3 clusters Score -7297094 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -7297375.500000 Penalty: 3621.251221
	Iteration 22Q: 3 clusters Score -7297376 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -7297668.500000 Penalty: 3621.251221
	Iteration 23Q: 3 clusters Score -7297668 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -7297889.000000 Penalty: 3621.251221
	Iteration 24Q: 3 clusters Score -7297889 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -7298103.000000 Penalty: 3621.251221
	Iteration 25Q: 3 clusters Score -7298103 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -7298336.000000 Penalty: 3621.251221
	Iteration 26Q: 3 clusters Score -7298336 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -7298502.500000 Penalty: 3621.251221
	Iteration 27Q: 3 clusters Score -7298502 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -7298662.500000 Penalty: 3621.251221
	Iteration 28Q: 3 clusters Score -7298662 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -7298818.000000 Penalty: 3621.251221
	Iteration 29Q: 3 clusters Score -7298818 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -7298991.000000 Penalty: 3621.251221
	Iteration 30Q: 3 clusters Score -7298991 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -7299140.000000 Penalty: 3621.251221
	Iteration 31Q: 3 clusters Score -7299140 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -7299248.500000 Penalty: 3621.251221
	Iteration 32Q: 3 clusters Score -7299248 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -7299324.500000 Penalty: 3621.251221
	Iteration 33Q: 3 clusters Score -7299324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -7299382.500000 Penalty: 3621.251221
	Iteration 34Q: 3 clusters Score -7299382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -7299429.000000 Penalty: 3621.251221
	Iteration 35Q: 3 clusters Score -7299429 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -7299465.500000 Penalty: 3621.251221
	Iteration 36Q: 3 clusters Score -7299466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -7299478.500000 Penalty: 3621.251221
	Iteration 37Q: 3 clusters Score -7299478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -7299528.000000 Penalty: 3621.251221
	Iteration 38Q: 3 clusters Score -7299528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -7299548.500000 Penalty: 3621.251221
	Iteration 39Q: 3 clusters Score -7299548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -7299581.500000 Penalty: 3621.251221
	Iteration 40F: 3 clusters Score -7299582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -7299615.000000 Penalty: 3621.251221
	Iteration 41Q: 3 clusters Score -7299615 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -7299620.000000 Penalty: 3621.251221
	Iteration 42Q: 3 clusters Score -7299620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -7299640.500000 Penalty: 3621.251221
	Iteration 43Q: 3 clusters Score -7299640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -7299661.500000 Penalty: 3621.251221
	Iteration 44Q: 3 clusters Score -7299662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -7299684.000000 Penalty: 3621.251221
	Iteration 45Q: 3 clusters Score -7299684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -7299689.500000 Penalty: 3621.251221
	Iteration 46Q: 3 clusters Score -7299690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -7299698.000000 Penalty: 3621.251221
	Iteration 47Q: 3 clusters Score -7299698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -7299710.000000 Penalty: 3621.251221
	Iteration 48Q: 3 clusters Score -7299710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -7299726.500000 Penalty: 3621.251221
	Iteration 49Q: 3 clusters Score -7299726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -7299734.500000 Penalty: 3621.251221
	Iteration 50Q: 3 clusters Score -7299734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -7299739.000000 Penalty: 3621.251221
	Iteration 51Q: 3 clusters Score -7299739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -7299736.000000 Penalty: 3621.251221
	Iteration 52Q: 3 clusters Score -7299736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -7299745.500000 Penalty: 3621.251221
	Iteration 53Q: 3 clusters Score -7299746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -7299753.000000 Penalty: 3621.251221
	Iteration 54Q: 3 clusters Score -7299753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -7299753.000000 Penalty: 3621.251221
	Iteration 55Q: 3 clusters Score -7299753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -7299754.500000 Penalty: 3621.251221
	Iteration 56Q: 3 clusters Score -7299754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -7299745.500000 Penalty: 3621.251221
	Iteration 57Q: 3 clusters Score -7299746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -7299740.000000 Penalty: 3621.251221
	Iteration 58Q: 3 clusters Score -7299740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -7299748.000000 Penalty: 3621.251221
	Iteration 59Q: 3 clusters Score -7299748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -7299744.500000 Penalty: 3621.251221
	Iteration 60F: 3 clusters Score -7299744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -7299744.000000 Penalty: 3621.251221
	Iteration 61Q: 3 clusters Score -7299744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -7299747.000000 Penalty: 3621.251221
	Iteration 62Q: 3 clusters Score -7299747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -7299753.500000 Penalty: 3621.251221
	Iteration 63Q: 3 clusters Score -7299754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -7299756.500000 Penalty: 3621.251221
	Iteration 64Q: 3 clusters Score -7299756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -7299755.500000 Penalty: 3621.251221
	Iteration 65Q: 3 clusters Score -7299756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -7299751.000000 Penalty: 3621.251221
	Iteration 66Q: 3 clusters Score -7299751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -7299749.000000 Penalty: 3621.251221
	Iteration 67Q: 3 clusters Score -7299749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -7299749.000000 Penalty: 3621.251221
	Iteration 68F: 3 clusters Score -7299749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180620 members 
Entering Unmasked Estep 
Score: -18829758.000000 Penalty: 1966.924561
	Iteration 0F: 2 clusters Score -1.882976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -18714432.000000 Penalty: 3933.849121
	Iteration 0F: 3 clusters Score -1.871443e+07 nChanged 87547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -18768698.000000 Penalty: 3933.849121
	Iteration 1F: 3 clusters Score -1.87687e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -18773434.000000 Penalty: 3933.849121
	Iteration 2F: 3 clusters Score -1.877343e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -18782174.000000 Penalty: 3933.849121
	Iteration 3F: 3 clusters Score -1.878217e+07 nChanged 16437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -18796622.000000 Penalty: 3933.849121
	Iteration 4F: 3 clusters Score -1.879662e+07 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -18812962.000000 Penalty: 3933.849121
	Iteration 5F: 3 clusters Score -1.881296e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 173562 members 
Entering Unmasked Estep 
Score: -18823284.000000 Penalty: 3933.849121
	Iteration 6F: 3 clusters Score -1.882328e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 178667 members 
Entering Unmasked Estep 
Score: -18826900.000000 Penalty: 3933.849121
	Iteration 7Q: 3 clusters Score -1.88269e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 180002 members 
Entering Unmasked Estep 
Score: -18827760.000000 Penalty: 3933.849121
	Iteration 8Q: 3 clusters Score -1.882776e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -18827980.000000 Penalty: 3933.849121
	Iteration 9Q: 3 clusters Score -1.882798e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 180323 members 
Entering Unmasked Estep 
Score: -18828120.000000 Penalty: 3933.849121
	Iteration 10Q: 3 clusters Score -1.882812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 180322 members 
Entering Unmasked Estep 
Score: -18828230.000000 Penalty: 3933.849121
	Iteration 11Q: 3 clusters Score -1.882823e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 180314 members 
Entering Unmasked Estep 
Score: -18828320.000000 Penalty: 3933.849121
	Iteration 12Q: 3 clusters Score -1.882832e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -18828410.000000 Penalty: 3933.849121
	Iteration 13Q: 3 clusters Score -1.882841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 180282 members 
Entering Unmasked Estep 
Score: -18828456.000000 Penalty: 3933.849121
	Iteration 14Q: 3 clusters Score -1.882846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -18828488.000000 Penalty: 3933.849121
	Iteration 15Q: 3 clusters Score -1.882849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -18828506.000000 Penalty: 3933.849121
	Iteration 16Q: 3 clusters Score -1.882851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 180253 members 
Entering Unmasked Estep 
Score: -18828512.000000 Penalty: 3933.849121
	Iteration 17Q: 3 clusters Score -1.882851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -18828534.000000 Penalty: 3933.849121
	Iteration 18Q: 3 clusters Score -1.882853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 180233 members 
Entering Unmasked Estep 
Score: -18828550.000000 Penalty: 3933.849121
	Iteration 19Q: 3 clusters Score -1.882855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 180229 members 
Entering Unmasked Estep 
Score: -18828536.000000 Penalty: 3933.849121
	Iteration 20F: 3 clusters Score -1.882854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -18828552.000000 Penalty: 3933.849121
	Iteration 21Q: 3 clusters Score -1.882855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180215 members 
Entering Unmasked Estep 
Score: -18828562.000000 Penalty: 3933.849121
	Iteration 22Q: 3 clusters Score -1.882856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 180215 members 
Entering Unmasked Estep 
Score: -18828554.000000 Penalty: 3933.849121
	Iteration 23Q: 3 clusters Score -1.882855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 180213 members 
Entering Unmasked Estep 
Score: -18828552.000000 Penalty: 3933.849121
	Iteration 24Q: 3 clusters Score -1.882855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 180210 members 
Entering Unmasked Estep 
Score: -18828550.000000 Penalty: 3933.849121
	Iteration 25Q: 3 clusters Score -1.882855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 180208 members 
Entering Unmasked Estep 
Score: -18828548.000000 Penalty: 3933.849121
	Iteration 26Q: 3 clusters Score -1.882855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -18828548.000000 Penalty: 3933.849121
	Iteration 27Q: 3 clusters Score -1.882855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 180202 members 
Entering Unmasked Estep 
Score: -18828550.000000 Penalty: 3933.849121
	Iteration 28Q: 3 clusters Score -1.882855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 180195 members 
Entering Unmasked Estep 
Score: -18828560.000000 Penalty: 3933.849121
	Iteration 29Q: 3 clusters Score -1.882856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 180193 members 
Entering Unmasked Estep 
Score: -18828554.000000 Penalty: 3933.849121
	Iteration 30Q: 3 clusters Score -1.882855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 180195 members 
Entering Unmasked Estep 
Score: -18828564.000000 Penalty: 3933.849121
	Iteration 31Q: 3 clusters Score -1.882856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 180194 members 
Entering Unmasked Estep 
Score: -18828582.000000 Penalty: 3933.849121
	Iteration 32Q: 3 clusters Score -1.882858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 180191 members 
Entering Unmasked Estep 
Score: -18828580.000000 Penalty: 3933.849121
	Iteration 33Q: 3 clusters Score -1.882858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 180189 members 
Entering Unmasked Estep 
Score: -18828580.000000 Penalty: 3933.849121
	Iteration 34Q: 3 clusters Score -1.882858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180188 members 
Entering Unmasked Estep 
Score: -18828590.000000 Penalty: 3933.849121
	Iteration 35Q: 3 clusters Score -1.882859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 180187 members 
Entering Unmasked Estep 
Score: -18828588.000000 Penalty: 3933.849121
	Iteration 36Q: 3 clusters Score -1.882859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 180186 members 
Entering Unmasked Estep 
Score: -18828596.000000 Penalty: 3933.849121
	Iteration 37Q: 3 clusters Score -1.88286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 180186 members 
Entering Unmasked Estep 
Score: -18828596.000000 Penalty: 3933.849121
	Iteration 38F: 3 clusters Score -1.88286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Entering Unmasked Estep 
Score: -10125089.000000 Penalty: 1865.222534
	Iteration 0F: 2 clusters Score -1.012509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -10060492.000000 Penalty: 3730.445068
	Iteration 0F: 3 clusters Score -1.006049e+07 nChanged 46293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -10087193.000000 Penalty: 3730.445068
	Iteration 1F: 3 clusters Score -1.008719e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -10087916.000000 Penalty: 3730.445068
	Iteration 2Q: 3 clusters Score -1.008792e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -10088928.000000 Penalty: 3730.445068
	Iteration 3Q: 3 clusters Score -1.008893e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -10090481.000000 Penalty: 3730.445068
	Iteration 4Q: 3 clusters Score -1.009048e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -10093409.000000 Penalty: 3730.445068
	Iteration 5F: 3 clusters Score -1.009341e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -10098489.000000 Penalty: 3730.445068
	Iteration 6F: 3 clusters Score -1.009849e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -10105902.000000 Penalty: 3730.445068
	Iteration 7F: 3 clusters Score -1.01059e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -10113610.000000 Penalty: 3730.445068
	Iteration 8F: 3 clusters Score -1.011361e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -10119168.000000 Penalty: 3730.445068
	Iteration 9F: 3 clusters Score -1.011917e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 94671 members 
Entering Unmasked Estep 
Score: -10121826.000000 Penalty: 3730.445068
	Iteration 10Q: 3 clusters Score -1.012183e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -10122789.000000 Penalty: 3730.445068
	Iteration 11Q: 3 clusters Score -1.012279e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -10123159.000000 Penalty: 3730.445068
	Iteration 12Q: 3 clusters Score -1.012316e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -10123315.000000 Penalty: 3730.445068
	Iteration 13Q: 3 clusters Score -1.012332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -10123373.000000 Penalty: 3730.445068
	Iteration 14Q: 3 clusters Score -1.012337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -10123393.000000 Penalty: 3730.445068
	Iteration 15Q: 3 clusters Score -1.012339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -10123406.000000 Penalty: 3730.445068
	Iteration 16Q: 3 clusters Score -1.012341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -10123415.000000 Penalty: 3730.445068
	Iteration 17Q: 3 clusters Score -1.012342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -10123417.000000 Penalty: 3730.445068
	Iteration 18Q: 3 clusters Score -1.012342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -10123417.000000 Penalty: 3730.445068
	Iteration 19F: 3 clusters Score -1.012342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Entering Unmasked Estep 
Score: -9967138.000000 Penalty: 1861.808960
	Iteration 0F: 2 clusters Score -9967138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -9904053.000000 Penalty: 3723.617920
	Iteration 0F: 3 clusters Score -9904053 nChanged 45283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -9930708.000000 Penalty: 3723.617920
	Iteration 1F: 3 clusters Score -9930708 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -9931740.000000 Penalty: 3723.617920
	Iteration 2Q: 3 clusters Score -9931740 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -9933397.000000 Penalty: 3723.617920
	Iteration 3Q: 3 clusters Score -9933397 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -9935721.000000 Penalty: 3723.617920
	Iteration 4F: 3 clusters Score -9935721 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -9938982.000000 Penalty: 3723.617920
	Iteration 5F: 3 clusters Score -9938982 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -9943352.000000 Penalty: 3723.617920
	Iteration 6F: 3 clusters Score -9943352 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -9948361.000000 Penalty: 3723.617920
	Iteration 7F: 3 clusters Score -9948361 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -9953476.000000 Penalty: 3723.617920
	Iteration 8F: 3 clusters Score -9953476 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -9958015.000000 Penalty: 3723.617920
	Iteration 9F: 3 clusters Score -9958015 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -9961333.000000 Penalty: 3723.617920
	Iteration 10Q: 3 clusters Score -9961333 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -9963543.000000 Penalty: 3723.617920
	Iteration 11Q: 3 clusters Score -9963543 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -9964647.000000 Penalty: 3723.617920
	Iteration 12Q: 3 clusters Score -9964647 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -9965126.000000 Penalty: 3723.617920
	Iteration 13Q: 3 clusters Score -9965126 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -9965379.000000 Penalty: 3723.617920
	Iteration 14Q: 3 clusters Score -9965379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -9965516.000000 Penalty: 3723.617920
	Iteration 15Q: 3 clusters Score -9965516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -9965547.000000 Penalty: 3723.617920
	Iteration 16Q: 3 clusters Score -9965547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -9965584.000000 Penalty: 3723.617920
	Iteration 17Q: 3 clusters Score -9965584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -9965612.000000 Penalty: 3723.617920
	Iteration 18Q: 3 clusters Score -9965612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -9965630.000000 Penalty: 3723.617920
	Iteration 19Q: 3 clusters Score -9965630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -9965643.000000 Penalty: 3723.617920
	Iteration 20F: 3 clusters Score -9965643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -9965656.000000 Penalty: 3723.617920
	Iteration 21Q: 3 clusters Score -9965656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -9965665.000000 Penalty: 3723.617920
	Iteration 22Q: 3 clusters Score -9965665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -9965670.000000 Penalty: 3723.617920
	Iteration 23Q: 3 clusters Score -9965670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -9965678.000000 Penalty: 3723.617920
	Iteration 24Q: 3 clusters Score -9965678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
Score: -9965688.000000 Penalty: 3723.617920
	Iteration 25Q: 3 clusters Score -9965688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -9965699.000000 Penalty: 3723.617920
	Iteration 26Q: 3 clusters Score -9965699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -9965711.000000 Penalty: 3723.617920
	Iteration 27Q: 3 clusters Score -9965711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -9965707.000000 Penalty: 3723.617920
	Iteration 28Q: 3 clusters Score -9965707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -9965709.000000 Penalty: 3723.617920
	Iteration 29Q: 3 clusters Score -9965709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -9965711.000000 Penalty: 3723.617920
	Iteration 30Q: 3 clusters Score -9965711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -9965713.000000 Penalty: 3723.617920
	Iteration 31Q: 3 clusters Score -9965713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 94227 members 
Entering Unmasked Estep 
Score: -9965713.000000 Penalty: 3723.617920
	Iteration 32F: 3 clusters Score -9965713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1194600.750000 Penalty: 1518.228760
	Iteration 0F: 2 clusters Score -1194601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1186486.000000 Penalty: 3036.457520
	Iteration 0F: 3 clusters Score -1186486 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1189181.875000 Penalty: 3036.457520
	Iteration 1F: 3 clusters Score -1189182 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1189495.625000 Penalty: 3036.457520
	Iteration 2F: 3 clusters Score -1189496 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1189814.125000 Penalty: 3036.457520
	Iteration 3F: 3 clusters Score -1189814 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1190177.125000 Penalty: 3036.457520
	Iteration 4F: 3 clusters Score -1190177 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1190611.500000 Penalty: 3036.457520
	Iteration 5F: 3 clusters Score -1190612 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1191174.750000 Penalty: 3036.457520
	Iteration 6F: 3 clusters Score -1191175 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1191789.250000 Penalty: 3036.457520
	Iteration 7F: 3 clusters Score -1191789 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1192360.375000 Penalty: 3036.457520
	Iteration 8F: 3 clusters Score -1192360 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1192825.000000 Penalty: 3036.457520
	Iteration 9Q: 3 clusters Score -1192825 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1193123.250000 Penalty: 3036.457520
	Iteration 10Q: 3 clusters Score -1193123 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1193310.375000 Penalty: 3036.457520
	Iteration 11Q: 3 clusters Score -1193310 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1193412.125000 Penalty: 3036.457520
	Iteration 12Q: 3 clusters Score -1193412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1193463.000000 Penalty: 3036.457520
	Iteration 13Q: 3 clusters Score -1193463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1193514.750000 Penalty: 3036.457520
	Iteration 14Q: 3 clusters Score -1193515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1193550.875000 Penalty: 3036.457520
	Iteration 15Q: 3 clusters Score -1193551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1193600.375000 Penalty: 3036.457520
	Iteration 16Q: 3 clusters Score -1193600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1193639.250000 Penalty: 3036.457520
	Iteration 17Q: 3 clusters Score -1193639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1193661.625000 Penalty: 3036.457520
	Iteration 18Q: 3 clusters Score -1193662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1193682.375000 Penalty: 3036.457520
	Iteration 19Q: 3 clusters Score -1193682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1193692.875000 Penalty: 3036.457520
	Iteration 20F: 3 clusters Score -1193693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1193703.250000 Penalty: 3036.457520
	Iteration 21Q: 3 clusters Score -1193703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1193713.125000 Penalty: 3036.457520
	Iteration 22Q: 3 clusters Score -1193713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1193715.875000 Penalty: 3036.457520
	Iteration 23Q: 3 clusters Score -1193716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1193720.625000 Penalty: 3036.457520
	Iteration 24Q: 3 clusters Score -1193721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1193724.500000 Penalty: 3036.457520
	Iteration 25Q: 3 clusters Score -1193724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1193728.500000 Penalty: 3036.457520
	Iteration 26Q: 3 clusters Score -1193728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1193728.000000 Penalty: 3036.457520
	Iteration 27Q: 3 clusters Score -1193728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1193731.625000 Penalty: 3036.457520
	Iteration 28Q: 3 clusters Score -1193732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1193738.375000 Penalty: 3036.457520
	Iteration 29Q: 3 clusters Score -1193738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1193741.000000 Penalty: 3036.457520
	Iteration 30Q: 3 clusters Score -1193741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1193744.500000 Penalty: 3036.457520
	Iteration 31Q: 3 clusters Score -1193744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1193750.000000 Penalty: 3036.457520
	Iteration 32Q: 3 clusters Score -1193750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1193757.875000 Penalty: 3036.457520
	Iteration 33Q: 3 clusters Score -1193758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1193763.750000 Penalty: 3036.457520
	Iteration 34Q: 3 clusters Score -1193764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1193767.000000 Penalty: 3036.457520
	Iteration 35Q: 3 clusters Score -1193767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1193775.000000 Penalty: 3036.457520
	Iteration 36Q: 3 clusters Score -1193775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1193776.500000 Penalty: 3036.457520
	Iteration 37Q: 3 clusters Score -1193776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1193783.375000 Penalty: 3036.457520
	Iteration 38Q: 3 clusters Score -1193783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1193785.500000 Penalty: 3036.457520
	Iteration 39Q: 3 clusters Score -1193786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1193790.875000 Penalty: 3036.457520
	Iteration 40F: 3 clusters Score -1193791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1193799.000000 Penalty: 3036.457520
	Iteration 41Q: 3 clusters Score -1193799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1193804.000000 Penalty: 3036.457520
	Iteration 42Q: 3 clusters Score -1193804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1193805.875000 Penalty: 3036.457520
	Iteration 43Q: 3 clusters Score -1193806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1193807.250000 Penalty: 3036.457520
	Iteration 44Q: 3 clusters Score -1193807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1193809.500000 Penalty: 3036.457520
	Iteration 45Q: 3 clusters Score -1193810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1193808.750000 Penalty: 3036.457520
	Iteration 46Q: 3 clusters Score -1193809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1193809.500000 Penalty: 3036.457520
	Iteration 47Q: 3 clusters Score -1193810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1193812.125000 Penalty: 3036.457520
	Iteration 48Q: 3 clusters Score -1193812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1193809.500000 Penalty: 3036.457520
	Iteration 49Q: 3 clusters Score -1193810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1193810.375000 Penalty: 3036.457520
	Iteration 50Q: 3 clusters Score -1193810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1193808.750000 Penalty: 3036.457520
	Iteration 51Q: 3 clusters Score -1193809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1193811.000000 Penalty: 3036.457520
	Iteration 52Q: 3 clusters Score -1193811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1193812.625000 Penalty: 3036.457520
	Iteration 53Q: 3 clusters Score -1193813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1193812.625000 Penalty: 3036.457520
	Iteration 54F: 3 clusters Score -1193813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -321884.500000 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -321884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -318940.812500 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -318940.8 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -319955.781250 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -319955.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -320468.437500 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -320468.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -321062.250000 Penalty: 2640.348877
	Iteration 3F: 3 clusters Score -321062.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -321365.906250 Penalty: 2640.348877
	Iteration 4F: 3 clusters Score -321365.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -321566.406250 Penalty: 2640.348877
	Iteration 5F: 3 clusters Score -321566.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -321685.093750 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -321685.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -321739.437500 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -321739.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321772.625000 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -321772.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321799.375000 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -321799.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -321821.156250 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -321821.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321838.187500 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -321838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321850.718750 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -321850.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321862.468750 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -321862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -321872.875000 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -321872.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -321888.343750 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -321888.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -321916.375000 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -321916.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -321935.281250 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -321935.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -321950.312500 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -321950.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -321962.218750 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -321962.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321973.468750 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -321973.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321979.343750 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -321979.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321988.843750 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -321988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -321992.656250 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -321992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -321994.906250 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -321994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -321996.250000 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -321996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321997.718750 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -321997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -322001.062500 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -322001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -322004.031250 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -322004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -322009.281250 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -322009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322019.625000 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -322019.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -322034.406250 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -322034.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -322046.562500 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -322046.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -322056.500000 Penalty: 2640.348877
	Iteration 33Q: 3 clusters Score -322056.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -322070.625000 Penalty: 2640.348877
	Iteration 34Q: 3 clusters Score -322070.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -322084.250000 Penalty: 2640.348877
	Iteration 35Q: 3 clusters Score -322084.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322094.937500 Penalty: 2640.348877
	Iteration 36Q: 3 clusters Score -322094.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -322105.437500 Penalty: 2640.348877
	Iteration 37Q: 3 clusters Score -322105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -322115.656250 Penalty: 2640.348877
	Iteration 38Q: 3 clusters Score -322115.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -322125.343750 Penalty: 2640.348877
	Iteration 39Q: 3 clusters Score -322125.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -322138.125000 Penalty: 2640.348877
	Iteration 40F: 3 clusters Score -322138.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -322153.406250 Penalty: 2640.348877
	Iteration 41Q: 3 clusters Score -322153.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -322173.125000 Penalty: 2640.348877
	Iteration 42Q: 3 clusters Score -322173.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -322191.812500 Penalty: 2640.348877
	Iteration 43Q: 3 clusters Score -322191.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -322207.781250 Penalty: 2640.348877
	Iteration 44Q: 3 clusters Score -322207.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -322225.343750 Penalty: 2640.348877
	Iteration 45Q: 3 clusters Score -322225.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -322247.843750 Penalty: 2640.348877
	Iteration 46Q: 3 clusters Score -322247.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -322277.062500 Penalty: 2640.348877
	Iteration 47Q: 3 clusters Score -322277.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -322321.281250 Penalty: 2640.348877
	Iteration 48Q: 3 clusters Score -322321.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -322368.343750 Penalty: 2640.348877
	Iteration 49Q: 3 clusters Score -322368.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -322416.281250 Penalty: 2640.348877
	Iteration 50Q: 3 clusters Score -322416.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -322444.843750 Penalty: 2640.348877
	Iteration 51Q: 3 clusters Score -322444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -322457.593750 Penalty: 2640.348877
	Iteration 52Q: 3 clusters Score -322457.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -322472.562500 Penalty: 2640.348877
	Iteration 53Q: 3 clusters Score -322472.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -322484.156250 Penalty: 2640.348877
	Iteration 54Q: 3 clusters Score -322484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -322489.906250 Penalty: 2640.348877
	Iteration 55Q: 3 clusters Score -322489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -322492.937500 Penalty: 2640.348877
	Iteration 56Q: 3 clusters Score -322492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -322493.812500 Penalty: 2640.348877
	Iteration 57Q: 3 clusters Score -322493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -322495.250000 Penalty: 2640.348877
	Iteration 58Q: 3 clusters Score -322495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -322496.531250 Penalty: 2640.348877
	Iteration 59Q: 3 clusters Score -322496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -322496.781250 Penalty: 2640.348877
	Iteration 60F: 3 clusters Score -322496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -322497.281250 Penalty: 2640.348877
	Iteration 61Q: 3 clusters Score -322497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -322497.093750 Penalty: 2640.348877
	Iteration 62Q: 3 clusters Score -322497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -322499.093750 Penalty: 2640.348877
	Iteration 63Q: 3 clusters Score -322499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -322499.093750 Penalty: 2640.348877
	Iteration 64F: 3 clusters Score -322499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 1125 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 2250 members 
Entering Unmasked Estep 
Score: -154069184.000000 Penalty: 106475.343750
Splitting cluster 19 changes total score from -154069904.000000 to -154069184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Entering Unmasked Estep 
Score: -925879.937500 Penalty: 1493.214844
	Iteration 0F: 2 clusters Score -925879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -918863.625000 Penalty: 2986.429688
	Iteration 0F: 3 clusters Score -918863.6 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -921492.062500 Penalty: 2986.429688
	Iteration 1F: 3 clusters Score -921492.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -922016.437500 Penalty: 2986.429688
	Iteration 2F: 3 clusters Score -922016.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -922378.812500 Penalty: 2986.429688
	Iteration 3F: 3 clusters Score -922378.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -922632.937500 Penalty: 2986.429688
	Iteration 4F: 3 clusters Score -922632.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -922785.187500 Penalty: 2986.429688
	Iteration 5Q: 3 clusters Score -922785.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -922909.625000 Penalty: 2986.429688
	Iteration 6Q: 3 clusters Score -922909.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -922998.375000 Penalty: 2986.429688
	Iteration 7Q: 3 clusters Score -922998.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -923061.937500 Penalty: 2986.429688
	Iteration 8Q: 3 clusters Score -923061.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -923106.062500 Penalty: 2986.429688
	Iteration 9Q: 3 clusters Score -923106.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -923137.250000 Penalty: 2986.429688
	Iteration 10Q: 3 clusters Score -923137.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -923173.375000 Penalty: 2986.429688
	Iteration 11Q: 3 clusters Score -923173.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -923211.500000 Penalty: 2986.429688
	Iteration 12Q: 3 clusters Score -923211.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -923258.437500 Penalty: 2986.429688
	Iteration 13Q: 3 clusters Score -923258.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -923308.437500 Penalty: 2986.429688
	Iteration 14Q: 3 clusters Score -923308.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -923378.937500 Penalty: 2986.429688
	Iteration 15Q: 3 clusters Score -923378.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -923440.937500 Penalty: 2986.429688
	Iteration 16Q: 3 clusters Score -923440.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -923494.750000 Penalty: 2986.429688
	Iteration 17Q: 3 clusters Score -923494.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -923565.062500 Penalty: 2986.429688
	Iteration 18Q: 3 clusters Score -923565.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -923644.812500 Penalty: 2986.429688
	Iteration 19Q: 3 clusters Score -923644.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -923740.812500 Penalty: 2986.429688
	Iteration 20F: 3 clusters Score -923740.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -923828.687500 Penalty: 2986.429688
	Iteration 21Q: 3 clusters Score -923828.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -923933.437500 Penalty: 2986.429688
	Iteration 22Q: 3 clusters Score -923933.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -924058.250000 Penalty: 2986.429688
	Iteration 23Q: 3 clusters Score -924058.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -924181.750000 Penalty: 2986.429688
	Iteration 24Q: 3 clusters Score -924181.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -924300.437500 Penalty: 2986.429688
	Iteration 25Q: 3 clusters Score -924300.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -924410.625000 Penalty: 2986.429688
	Iteration 26Q: 3 clusters Score -924410.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -924495.375000 Penalty: 2986.429688
	Iteration 27Q: 3 clusters Score -924495.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -924572.125000 Penalty: 2986.429688
	Iteration 28Q: 3 clusters Score -924572.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -924648.687500 Penalty: 2986.429688
	Iteration 29Q: 3 clusters Score -924648.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -924702.062500 Penalty: 2986.429688
	Iteration 30Q: 3 clusters Score -924702.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -924745.750000 Penalty: 2986.429688
	Iteration 31Q: 3 clusters Score -924745.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -924794.812500 Penalty: 2986.429688
	Iteration 32Q: 3 clusters Score -924794.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -924820.625000 Penalty: 2986.429688
	Iteration 33Q: 3 clusters Score -924820.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -924841.125000 Penalty: 2986.429688
	Iteration 34Q: 3 clusters Score -924841.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -924861.750000 Penalty: 2986.429688
	Iteration 35Q: 3 clusters Score -924861.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -924888.187500 Penalty: 2986.429688
	Iteration 36Q: 3 clusters Score -924888.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -924902.312500 Penalty: 2986.429688
	Iteration 37Q: 3 clusters Score -924902.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -924913.125000 Penalty: 2986.429688
	Iteration 38Q: 3 clusters Score -924913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -924918.500000 Penalty: 2986.429688
	Iteration 39Q: 3 clusters Score -924918.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -924928.000000 Penalty: 2986.429688
	Iteration 40F: 3 clusters Score -924928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -924934.312500 Penalty: 2986.429688
	Iteration 41Q: 3 clusters Score -924934.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -924935.875000 Penalty: 2986.429688
	Iteration 42Q: 3 clusters Score -924935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -924938.125000 Penalty: 2986.429688
	Iteration 43Q: 3 clusters Score -924938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -924937.875000 Penalty: 2986.429688
	Iteration 44Q: 3 clusters Score -924937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -924938.437500 Penalty: 2986.429688
	Iteration 45Q: 3 clusters Score -924938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -924938.687500 Penalty: 2986.429688
	Iteration 46Q: 3 clusters Score -924938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -924939.500000 Penalty: 2986.429688
	Iteration 47Q: 3 clusters Score -924939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -924939.500000 Penalty: 2986.429688
	Iteration 48F: 3 clusters Score -924939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -739666.062500 Penalty: 1455.699951
	Iteration 0F: 2 clusters Score -739666.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -733955.812500 Penalty: 2911.399902
	Iteration 0F: 3 clusters Score -733955.8 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -736013.125000 Penalty: 2911.399902
	Iteration 1F: 3 clusters Score -736013.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -736403.250000 Penalty: 2911.399902
	Iteration 2F: 3 clusters Score -736403.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -736763.437500 Penalty: 2911.399902
	Iteration 3F: 3 clusters Score -736763.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -737105.937500 Penalty: 2911.399902
	Iteration 4F: 3 clusters Score -737105.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -737386.875000 Penalty: 2911.399902
	Iteration 5F: 3 clusters Score -737386.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -737623.375000 Penalty: 2911.399902
	Iteration 6Q: 3 clusters Score -737623.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -737794.625000 Penalty: 2911.399902
	Iteration 7Q: 3 clusters Score -737794.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -737922.625000 Penalty: 2911.399902
	Iteration 8Q: 3 clusters Score -737922.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -738029.187500 Penalty: 2911.399902
	Iteration 9Q: 3 clusters Score -738029.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -738111.812500 Penalty: 2911.399902
	Iteration 10Q: 3 clusters Score -738111.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -738179.625000 Penalty: 2911.399902
	Iteration 11Q: 3 clusters Score -738179.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -738252.125000 Penalty: 2911.399902
	Iteration 12Q: 3 clusters Score -738252.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -738323.000000 Penalty: 2911.399902
	Iteration 13Q: 3 clusters Score -738323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -738396.500000 Penalty: 2911.399902
	Iteration 14Q: 3 clusters Score -738396.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -738465.312500 Penalty: 2911.399902
	Iteration 15Q: 3 clusters Score -738465.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -738530.312500 Penalty: 2911.399902
	Iteration 16Q: 3 clusters Score -738530.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -738607.875000 Penalty: 2911.399902
	Iteration 17Q: 3 clusters Score -738607.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -738679.687500 Penalty: 2911.399902
	Iteration 18Q: 3 clusters Score -738679.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -738734.250000 Penalty: 2911.399902
	Iteration 19Q: 3 clusters Score -738734.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -738774.687500 Penalty: 2911.399902
	Iteration 20F: 3 clusters Score -738774.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -738816.125000 Penalty: 2911.399902
	Iteration 21Q: 3 clusters Score -738816.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -738840.687500 Penalty: 2911.399902
	Iteration 22Q: 3 clusters Score -738840.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -738862.625000 Penalty: 2911.399902
	Iteration 23Q: 3 clusters Score -738862.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -738879.187500 Penalty: 2911.399902
	Iteration 24Q: 3 clusters Score -738879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -738887.125000 Penalty: 2911.399902
	Iteration 25Q: 3 clusters Score -738887.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -738893.937500 Penalty: 2911.399902
	Iteration 26Q: 3 clusters Score -738893.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -738899.250000 Penalty: 2911.399902
	Iteration 27Q: 3 clusters Score -738899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -738902.625000 Penalty: 2911.399902
	Iteration 28Q: 3 clusters Score -738902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -738906.187500 Penalty: 2911.399902
	Iteration 29Q: 3 clusters Score -738906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -738910.125000 Penalty: 2911.399902
	Iteration 30Q: 3 clusters Score -738910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -738913.687500 Penalty: 2911.399902
	Iteration 31Q: 3 clusters Score -738913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -738912.250000 Penalty: 2911.399902
	Iteration 32Q: 3 clusters Score -738912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -738912.000000 Penalty: 2911.399902
	Iteration 33Q: 3 clusters Score -738912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -738914.625000 Penalty: 2911.399902
	Iteration 34Q: 3 clusters Score -738914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -738914.937500 Penalty: 2911.399902
	Iteration 35Q: 3 clusters Score -738914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -738915.187500 Penalty: 2911.399902
	Iteration 36Q: 3 clusters Score -738915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -738915.187500 Penalty: 2911.399902
	Iteration 37F: 3 clusters Score -738915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Entering Unmasked Estep 
Score: -2343503.750000 Penalty: 1632.943848
	Iteration 0F: 2 clusters Score -2343504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2327762.250000 Penalty: 3265.887695
	Iteration 0F: 3 clusters Score -2327762 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2333797.500000 Penalty: 3265.887695
	Iteration 1F: 3 clusters Score -2333798 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2334298.000000 Penalty: 3265.887695
	Iteration 2F: 3 clusters Score -2334298 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2334843.750000 Penalty: 3265.887695
	Iteration 3Q: 3 clusters Score -2334844 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2335509.250000 Penalty: 3265.887695
	Iteration 4F: 3 clusters Score -2335509 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2336409.500000 Penalty: 3265.887695
	Iteration 5F: 3 clusters Score -2336410 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2337436.500000 Penalty: 3265.887695
	Iteration 6F: 3 clusters Score -2337436 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2338473.000000 Penalty: 3265.887695
	Iteration 7F: 3 clusters Score -2338473 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2339325.500000 Penalty: 3265.887695
	Iteration 8F: 3 clusters Score -2339326 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2339938.000000 Penalty: 3265.887695
	Iteration 9Q: 3 clusters Score -2339938 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2340301.500000 Penalty: 3265.887695
	Iteration 10Q: 3 clusters Score -2340302 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2340520.000000 Penalty: 3265.887695
	Iteration 11Q: 3 clusters Score -2340520 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2340657.000000 Penalty: 3265.887695
	Iteration 12Q: 3 clusters Score -2340657 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2340764.000000 Penalty: 3265.887695
	Iteration 13Q: 3 clusters Score -2340764 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2340856.500000 Penalty: 3265.887695
	Iteration 14Q: 3 clusters Score -2340856 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2340926.250000 Penalty: 3265.887695
	Iteration 15Q: 3 clusters Score -2340926 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2340969.500000 Penalty: 3265.887695
	Iteration 16Q: 3 clusters Score -2340970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2340999.250000 Penalty: 3265.887695
	Iteration 17Q: 3 clusters Score -2340999 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2341015.000000 Penalty: 3265.887695
	Iteration 18Q: 3 clusters Score -2341015 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2341033.000000 Penalty: 3265.887695
	Iteration 19Q: 3 clusters Score -2341033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2341053.500000 Penalty: 3265.887695
	Iteration 20F: 3 clusters Score -2341054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2341067.500000 Penalty: 3265.887695
	Iteration 21Q: 3 clusters Score -2341068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2341072.750000 Penalty: 3265.887695
	Iteration 22Q: 3 clusters Score -2341073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2341079.500000 Penalty: 3265.887695
	Iteration 23Q: 3 clusters Score -2341080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2341091.250000 Penalty: 3265.887695
	Iteration 24Q: 3 clusters Score -2341091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2341095.750000 Penalty: 3265.887695
	Iteration 25Q: 3 clusters Score -2341096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2341108.000000 Penalty: 3265.887695
	Iteration 26Q: 3 clusters Score -2341108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2341114.500000 Penalty: 3265.887695
	Iteration 27Q: 3 clusters Score -2341114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2341120.750000 Penalty: 3265.887695
	Iteration 28Q: 3 clusters Score -2341121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2341138.000000 Penalty: 3265.887695
	Iteration 29Q: 3 clusters Score -2341138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2341137.500000 Penalty: 3265.887695
	Iteration 30Q: 3 clusters Score -2341138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2341156.750000 Penalty: 3265.887695
	Iteration 31Q: 3 clusters Score -2341157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2341177.500000 Penalty: 3265.887695
	Iteration 32Q: 3 clusters Score -2341178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2341193.500000 Penalty: 3265.887695
	Iteration 33Q: 3 clusters Score -2341194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2341204.000000 Penalty: 3265.887695
	Iteration 34Q: 3 clusters Score -2341204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2341225.250000 Penalty: 3265.887695
	Iteration 35Q: 3 clusters Score -2341225 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2341241.000000 Penalty: 3265.887695
	Iteration 36Q: 3 clusters Score -2341241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2341280.250000 Penalty: 3265.887695
	Iteration 37Q: 3 clusters Score -2341280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2341313.500000 Penalty: 3265.887695
	Iteration 38Q: 3 clusters Score -2341314 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2341351.500000 Penalty: 3265.887695
	Iteration 39Q: 3 clusters Score -2341352 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2341384.500000 Penalty: 3265.887695
	Iteration 40F: 3 clusters Score -2341384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2341419.750000 Penalty: 3265.887695
	Iteration 41Q: 3 clusters Score -2341420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2341435.750000 Penalty: 3265.887695
	Iteration 42Q: 3 clusters Score -2341436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2341443.500000 Penalty: 3265.887695
	Iteration 43Q: 3 clusters Score -2341444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2341464.750000 Penalty: 3265.887695
	Iteration 44Q: 3 clusters Score -2341465 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2341470.250000 Penalty: 3265.887695
	Iteration 45Q: 3 clusters Score -2341470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2341480.250000 Penalty: 3265.887695
	Iteration 46Q: 3 clusters Score -2341480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2341482.250000 Penalty: 3265.887695
	Iteration 47Q: 3 clusters Score -2341482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2341493.000000 Penalty: 3265.887695
	Iteration 48Q: 3 clusters Score -2341493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2341502.500000 Penalty: 3265.887695
	Iteration 49Q: 3 clusters Score -2341502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2341509.250000 Penalty: 3265.887695
	Iteration 50Q: 3 clusters Score -2341509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2341521.250000 Penalty: 3265.887695
	Iteration 51Q: 3 clusters Score -2341521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2341530.000000 Penalty: 3265.887695
	Iteration 52Q: 3 clusters Score -2341530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2341535.250000 Penalty: 3265.887695
	Iteration 53Q: 3 clusters Score -2341535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2341534.000000 Penalty: 3265.887695
	Iteration 54Q: 3 clusters Score -2341534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2341534.750000 Penalty: 3265.887695
	Iteration 55Q: 3 clusters Score -2341535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2341535.500000 Penalty: 3265.887695
	Iteration 56Q: 3 clusters Score -2341536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2341547.250000 Penalty: 3265.887695
	Iteration 57Q: 3 clusters Score -2341547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2341545.000000 Penalty: 3265.887695
	Iteration 58Q: 3 clusters Score -2341545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2341547.500000 Penalty: 3265.887695
	Iteration 59Q: 3 clusters Score -2341548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2341555.000000 Penalty: 3265.887695
	Iteration 60F: 3 clusters Score -2341555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2341554.250000 Penalty: 3265.887695
	Iteration 61Q: 3 clusters Score -2341554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2341555.250000 Penalty: 3265.887695
	Iteration 62Q: 3 clusters Score -2341555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2341557.250000 Penalty: 3265.887695
	Iteration 63Q: 3 clusters Score -2341557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2341563.750000 Penalty: 3265.887695
	Iteration 64Q: 3 clusters Score -2341564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2341561.750000 Penalty: 3265.887695
	Iteration 65Q: 3 clusters Score -2341562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2341566.000000 Penalty: 3265.887695
	Iteration 66Q: 3 clusters Score -2341566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2341565.750000 Penalty: 3265.887695
	Iteration 67Q: 3 clusters Score -2341566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2341569.000000 Penalty: 3265.887695
	Iteration 68Q: 3 clusters Score -2341569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2341571.000000 Penalty: 3265.887695
	Iteration 69Q: 3 clusters Score -2341571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2341570.000000 Penalty: 3265.887695
	Iteration 70Q: 3 clusters Score -2341570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2341573.000000 Penalty: 3265.887695
	Iteration 71Q: 3 clusters Score -2341573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2341573.250000 Penalty: 3265.887695
	Iteration 72Q: 3 clusters Score -2341573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2341574.250000 Penalty: 3265.887695
	Iteration 73Q: 3 clusters Score -2341574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2341571.250000 Penalty: 3265.887695
	Iteration 74Q: 3 clusters Score -2341571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2341573.750000 Penalty: 3265.887695
	Iteration 75Q: 3 clusters Score -2341574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2341573.500000 Penalty: 3265.887695
	Iteration 76Q: 3 clusters Score -2341574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2341573.500000 Penalty: 3265.887695
	Iteration 77Q: 3 clusters Score -2341574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2341576.500000 Penalty: 3265.887695
	Iteration 78Q: 3 clusters Score -2341576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2341573.250000 Penalty: 3265.887695
	Iteration 79Q: 3 clusters Score -2341573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2341573.250000 Penalty: 3265.887695
	Iteration 80F: 3 clusters Score -2341573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -366786.000000 Penalty: 1340.895386
	Iteration 0F: 2 clusters Score -366786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -363595.718750 Penalty: 2681.790771
	Iteration 0F: 3 clusters Score -363595.7 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -364767.812500 Penalty: 2681.790771
	Iteration 1F: 3 clusters Score -364767.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -365146.437500 Penalty: 2681.790771
	Iteration 2F: 3 clusters Score -365146.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -365403.656250 Penalty: 2681.790771
	Iteration 3F: 3 clusters Score -365403.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -365565.625000 Penalty: 2681.790771
	Iteration 4F: 3 clusters Score -365565.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -365670.843750 Penalty: 2681.790771
	Iteration 5Q: 3 clusters Score -365670.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -365751.187500 Penalty: 2681.790771
	Iteration 6Q: 3 clusters Score -365751.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -365806.687500 Penalty: 2681.790771
	Iteration 7Q: 3 clusters Score -365806.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -365842.625000 Penalty: 2681.790771
	Iteration 8Q: 3 clusters Score -365842.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -365875.656250 Penalty: 2681.790771
	Iteration 9Q: 3 clusters Score -365875.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -365899.156250 Penalty: 2681.790771
	Iteration 10Q: 3 clusters Score -365899.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -365917.156250 Penalty: 2681.790771
	Iteration 11Q: 3 clusters Score -365917.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -365938.125000 Penalty: 2681.790771
	Iteration 12Q: 3 clusters Score -365938.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -365957.562500 Penalty: 2681.790771
	Iteration 13Q: 3 clusters Score -365957.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -365973.031250 Penalty: 2681.790771
	Iteration 14Q: 3 clusters Score -365973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -365982.843750 Penalty: 2681.790771
	Iteration 15Q: 3 clusters Score -365982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -365991.000000 Penalty: 2681.790771
	Iteration 16Q: 3 clusters Score -365991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -365995.906250 Penalty: 2681.790771
	Iteration 17Q: 3 clusters Score -365995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -366002.375000 Penalty: 2681.790771
	Iteration 18Q: 3 clusters Score -366002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -366005.687500 Penalty: 2681.790771
	Iteration 19Q: 3 clusters Score -366005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -366012.968750 Penalty: 2681.790771
	Iteration 20F: 3 clusters Score -366013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -366019.968750 Penalty: 2681.790771
	Iteration 21Q: 3 clusters Score -366020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -366027.968750 Penalty: 2681.790771
	Iteration 22Q: 3 clusters Score -366028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -366031.312500 Penalty: 2681.790771
	Iteration 23Q: 3 clusters Score -366031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -366034.562500 Penalty: 2681.790771
	Iteration 24Q: 3 clusters Score -366034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -366039.125000 Penalty: 2681.790771
	Iteration 25Q: 3 clusters Score -366039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -366040.937500 Penalty: 2681.790771
	Iteration 26Q: 3 clusters Score -366040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -366043.937500 Penalty: 2681.790771
	Iteration 27Q: 3 clusters Score -366043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -366045.500000 Penalty: 2681.790771
	Iteration 28Q: 3 clusters Score -366045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -366046.500000 Penalty: 2681.790771
	Iteration 29Q: 3 clusters Score -366046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -366046.937500 Penalty: 2681.790771
	Iteration 30Q: 3 clusters Score -366046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -366047.843750 Penalty: 2681.790771
	Iteration 31Q: 3 clusters Score -366047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -366047.843750 Penalty: 2681.790771
	Iteration 32F: 3 clusters Score -366047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Entering Unmasked Estep 
Score: -1779696.250000 Penalty: 1577.395020
	Iteration 0F: 2 clusters Score -1779696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1768385.750000 Penalty: 3154.790039
	Iteration 0F: 3 clusters Score -1768386 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1772639.750000 Penalty: 3154.790039
	Iteration 1F: 3 clusters Score -1772640 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1773100.375000 Penalty: 3154.790039
	Iteration 2F: 3 clusters Score -1773100 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1773595.125000 Penalty: 3154.790039
	Iteration 3F: 3 clusters Score -1773595 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1774081.625000 Penalty: 3154.790039
	Iteration 4F: 3 clusters Score -1774082 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1774525.000000 Penalty: 3154.790039
	Iteration 5F: 3 clusters Score -1774525 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1775004.875000 Penalty: 3154.790039
	Iteration 6F: 3 clusters Score -1775005 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1775524.000000 Penalty: 3154.790039
	Iteration 7Q: 3 clusters Score -1775524 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1776042.750000 Penalty: 3154.790039
	Iteration 8Q: 3 clusters Score -1776043 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1776499.625000 Penalty: 3154.790039
	Iteration 9Q: 3 clusters Score -1776500 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1776881.125000 Penalty: 3154.790039
	Iteration 10Q: 3 clusters Score -1776881 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1777145.625000 Penalty: 3154.790039
	Iteration 11Q: 3 clusters Score -1777146 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1777324.750000 Penalty: 3154.790039
	Iteration 12Q: 3 clusters Score -1777325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1777474.625000 Penalty: 3154.790039
	Iteration 13Q: 3 clusters Score -1777475 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1777565.875000 Penalty: 3154.790039
	Iteration 14Q: 3 clusters Score -1777566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1777655.375000 Penalty: 3154.790039
	Iteration 15Q: 3 clusters Score -1777655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1777734.625000 Penalty: 3154.790039
	Iteration 16Q: 3 clusters Score -1777735 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1777811.750000 Penalty: 3154.790039
	Iteration 17Q: 3 clusters Score -1777812 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1777859.375000 Penalty: 3154.790039
	Iteration 18Q: 3 clusters Score -1777859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1777909.000000 Penalty: 3154.790039
	Iteration 19Q: 3 clusters Score -1777909 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1777955.250000 Penalty: 3154.790039
	Iteration 20F: 3 clusters Score -1777955 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1778007.000000 Penalty: 3154.790039
	Iteration 21Q: 3 clusters Score -1778007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1778048.625000 Penalty: 3154.790039
	Iteration 22Q: 3 clusters Score -1778049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1778083.250000 Penalty: 3154.790039
	Iteration 23Q: 3 clusters Score -1778083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1778108.750000 Penalty: 3154.790039
	Iteration 24Q: 3 clusters Score -1778109 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1778141.750000 Penalty: 3154.790039
	Iteration 25Q: 3 clusters Score -1778142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1778175.625000 Penalty: 3154.790039
	Iteration 26Q: 3 clusters Score -1778176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1778199.375000 Penalty: 3154.790039
	Iteration 27Q: 3 clusters Score -1778199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1778219.875000 Penalty: 3154.790039
	Iteration 28Q: 3 clusters Score -1778220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1778245.625000 Penalty: 3154.790039
	Iteration 29Q: 3 clusters Score -1778246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1778261.125000 Penalty: 3154.790039
	Iteration 30Q: 3 clusters Score -1778261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1778290.625000 Penalty: 3154.790039
	Iteration 31Q: 3 clusters Score -1778291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1778309.125000 Penalty: 3154.790039
	Iteration 32Q: 3 clusters Score -1778309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1778322.750000 Penalty: 3154.790039
	Iteration 33Q: 3 clusters Score -1778323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1778335.875000 Penalty: 3154.790039
	Iteration 34Q: 3 clusters Score -1778336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1778341.750000 Penalty: 3154.790039
	Iteration 35Q: 3 clusters Score -1778342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1778342.625000 Penalty: 3154.790039
	Iteration 36Q: 3 clusters Score -1778343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1778346.250000 Penalty: 3154.790039
	Iteration 37Q: 3 clusters Score -1778346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1778351.625000 Penalty: 3154.790039
	Iteration 38Q: 3 clusters Score -1778352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1778356.500000 Penalty: 3154.790039
	Iteration 39Q: 3 clusters Score -1778356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1778359.375000 Penalty: 3154.790039
	Iteration 40F: 3 clusters Score -1778359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1778360.500000 Penalty: 3154.790039
	Iteration 41Q: 3 clusters Score -1778360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1778362.125000 Penalty: 3154.790039
	Iteration 42Q: 3 clusters Score -1778362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1778368.000000 Penalty: 3154.790039
	Iteration 43Q: 3 clusters Score -1778368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1778375.125000 Penalty: 3154.790039
	Iteration 44Q: 3 clusters Score -1778375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1778378.500000 Penalty: 3154.790039
	Iteration 45Q: 3 clusters Score -1778378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1778377.625000 Penalty: 3154.790039
	Iteration 46Q: 3 clusters Score -1778378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1778375.000000 Penalty: 3154.790039
	Iteration 47Q: 3 clusters Score -1778375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1778378.125000 Penalty: 3154.790039
	Iteration 48Q: 3 clusters Score -1778378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1778379.125000 Penalty: 3154.790039
	Iteration 49Q: 3 clusters Score -1778379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1778380.875000 Penalty: 3154.790039
	Iteration 50Q: 3 clusters Score -1778381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1778383.000000 Penalty: 3154.790039
	Iteration 51Q: 3 clusters Score -1778383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1778382.375000 Penalty: 3154.790039
	Iteration 52Q: 3 clusters Score -1778382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1778382.875000 Penalty: 3154.790039
	Iteration 53Q: 3 clusters Score -1778383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1778384.375000 Penalty: 3154.790039
	Iteration 54Q: 3 clusters Score -1778384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1778388.125000 Penalty: 3154.790039
	Iteration 55Q: 3 clusters Score -1778388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1778390.250000 Penalty: 3154.790039
	Iteration 56Q: 3 clusters Score -1778390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1778388.250000 Penalty: 3154.790039
	Iteration 57Q: 3 clusters Score -1778388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1778389.000000 Penalty: 3154.790039
	Iteration 58Q: 3 clusters Score -1778389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1778392.250000 Penalty: 3154.790039
	Iteration 59Q: 3 clusters Score -1778392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1778391.125000 Penalty: 3154.790039
	Iteration 60F: 3 clusters Score -1778391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1778392.375000 Penalty: 3154.790039
	Iteration 61Q: 3 clusters Score -1778392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1778390.750000 Penalty: 3154.790039
	Iteration 62Q: 3 clusters Score -1778391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1778390.750000 Penalty: 3154.790039
	Iteration 63F: 3 clusters Score -1778391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -532312.875000 Penalty: 1396.520020
	Iteration 0F: 2 clusters Score -532312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -528059.875000 Penalty: 2793.040039
	Iteration 0F: 3 clusters Score -528059.9 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -529267.750000 Penalty: 2793.040039
	Iteration 1F: 3 clusters Score -529267.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -529600.062500 Penalty: 2793.040039
	Iteration 2F: 3 clusters Score -529600.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -529985.937500 Penalty: 2793.040039
	Iteration 3F: 3 clusters Score -529985.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -530366.250000 Penalty: 2793.040039
	Iteration 4F: 3 clusters Score -530366.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -530780.375000 Penalty: 2793.040039
	Iteration 5F: 3 clusters Score -530780.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -531138.312500 Penalty: 2793.040039
	Iteration 6F: 3 clusters Score -531138.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -531383.937500 Penalty: 2793.040039
	Iteration 7F: 3 clusters Score -531383.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -531560.125000 Penalty: 2793.040039
	Iteration 8Q: 3 clusters Score -531560.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -531654.000000 Penalty: 2793.040039
	Iteration 9Q: 3 clusters Score -531654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -531719.125000 Penalty: 2793.040039
	Iteration 10Q: 3 clusters Score -531719.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -531752.000000 Penalty: 2793.040039
	Iteration 11Q: 3 clusters Score -531752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -531780.187500 Penalty: 2793.040039
	Iteration 12Q: 3 clusters Score -531780.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -531797.687500 Penalty: 2793.040039
	Iteration 13Q: 3 clusters Score -531797.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -531804.250000 Penalty: 2793.040039
	Iteration 14Q: 3 clusters Score -531804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -531807.875000 Penalty: 2793.040039
	Iteration 15Q: 3 clusters Score -531807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -531810.312500 Penalty: 2793.040039
	Iteration 16Q: 3 clusters Score -531810.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -531814.250000 Penalty: 2793.040039
	Iteration 17Q: 3 clusters Score -531814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -531815.187500 Penalty: 2793.040039
	Iteration 18Q: 3 clusters Score -531815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -531816.187500 Penalty: 2793.040039
	Iteration 19Q: 3 clusters Score -531816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -531814.875000 Penalty: 2793.040039
	Iteration 20F: 3 clusters Score -531814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Entering Unmasked Estep 
Score: -1686042.875000 Penalty: 1588.359009
	Iteration 0F: 2 clusters Score -1686043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1674091.375000 Penalty: 3176.718018
	Iteration 0F: 3 clusters Score -1674091 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1678696.000000 Penalty: 3176.718018
	Iteration 1F: 3 clusters Score -1678696 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1679531.875000 Penalty: 3176.718018
	Iteration 2F: 3 clusters Score -1679532 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1680359.125000 Penalty: 3176.718018
	Iteration 3F: 3 clusters Score -1680359 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1681135.625000 Penalty: 3176.718018
	Iteration 4F: 3 clusters Score -1681136 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1681716.250000 Penalty: 3176.718018
	Iteration 5F: 3 clusters Score -1681716 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1682152.000000 Penalty: 3176.718018
	Iteration 6F: 3 clusters Score -1682152 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1682491.875000 Penalty: 3176.718018
	Iteration 7Q: 3 clusters Score -1682492 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1682821.250000 Penalty: 3176.718018
	Iteration 8Q: 3 clusters Score -1682821 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1683173.500000 Penalty: 3176.718018
	Iteration 9Q: 3 clusters Score -1683174 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1683554.250000 Penalty: 3176.718018
	Iteration 10Q: 3 clusters Score -1683554 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1683903.125000 Penalty: 3176.718018
	Iteration 11Q: 3 clusters Score -1683903 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1684240.625000 Penalty: 3176.718018
	Iteration 12Q: 3 clusters Score -1684241 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1684530.375000 Penalty: 3176.718018
	Iteration 13Q: 3 clusters Score -1684530 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1684756.375000 Penalty: 3176.718018
	Iteration 14Q: 3 clusters Score -1684756 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1684923.500000 Penalty: 3176.718018
	Iteration 15Q: 3 clusters Score -1684924 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1685046.375000 Penalty: 3176.718018
	Iteration 16Q: 3 clusters Score -1685046 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1685126.750000 Penalty: 3176.718018
	Iteration 17Q: 3 clusters Score -1685127 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1685184.250000 Penalty: 3176.718018
	Iteration 18Q: 3 clusters Score -1685184 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1685236.750000 Penalty: 3176.718018
	Iteration 19Q: 3 clusters Score -1685237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1685270.625000 Penalty: 3176.718018
	Iteration 20F: 3 clusters Score -1685271 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1685317.375000 Penalty: 3176.718018
	Iteration 21Q: 3 clusters Score -1685317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1685351.625000 Penalty: 3176.718018
	Iteration 22Q: 3 clusters Score -1685352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1685376.750000 Penalty: 3176.718018
	Iteration 23Q: 3 clusters Score -1685377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1685397.750000 Penalty: 3176.718018
	Iteration 24Q: 3 clusters Score -1685398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1685406.250000 Penalty: 3176.718018
	Iteration 25Q: 3 clusters Score -1685406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1685419.625000 Penalty: 3176.718018
	Iteration 26Q: 3 clusters Score -1685420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1685432.125000 Penalty: 3176.718018
	Iteration 27Q: 3 clusters Score -1685432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1685437.000000 Penalty: 3176.718018
	Iteration 28Q: 3 clusters Score -1685437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1685444.375000 Penalty: 3176.718018
	Iteration 29Q: 3 clusters Score -1685444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1685446.875000 Penalty: 3176.718018
	Iteration 30Q: 3 clusters Score -1685447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1685453.875000 Penalty: 3176.718018
	Iteration 31Q: 3 clusters Score -1685454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1685453.000000 Penalty: 3176.718018
	Iteration 32Q: 3 clusters Score -1685453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1685454.125000 Penalty: 3176.718018
	Iteration 33Q: 3 clusters Score -1685454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1685455.750000 Penalty: 3176.718018
	Iteration 34Q: 3 clusters Score -1685456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1685456.875000 Penalty: 3176.718018
	Iteration 35Q: 3 clusters Score -1685457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1685456.750000 Penalty: 3176.718018
	Iteration 36Q: 3 clusters Score -1685457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1685455.125000 Penalty: 3176.718018
	Iteration 37Q: 3 clusters Score -1685455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1685456.125000 Penalty: 3176.718018
	Iteration 38Q: 3 clusters Score -1685456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1685455.875000 Penalty: 3176.718018
	Iteration 39Q: 3 clusters Score -1685456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1685455.875000 Penalty: 3176.718018
	Iteration 40F: 3 clusters Score -1685456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -775016.562500 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -775016.6 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 3605 members 
Entering Unmasked Estep 
Score: -769579.375000 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -769579.4 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -771384.125000 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -771384.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -771907.687500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -771907.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -772525.062500 Penalty: 2890.366455
	Iteration 3F: 3 clusters Score -772525.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -773119.062500 Penalty: 2890.366455
	Iteration 4F: 3 clusters Score -773119.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -773519.312500 Penalty: 2890.366455
	Iteration 5F: 3 clusters Score -773519.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -773755.375000 Penalty: 2890.366455
	Iteration 6F: 3 clusters Score -773755.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -773917.375000 Penalty: 2890.366455
	Iteration 7Q: 3 clusters Score -773917.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -774018.437500 Penalty: 2890.366455
	Iteration 8Q: 3 clusters Score -774018.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -774093.437500 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -774093.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -774145.750000 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -774145.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -774179.375000 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -774179.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -774200.062500 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -774200.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -774213.812500 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -774213.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -774227.687500 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -774227.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -774241.625000 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -774241.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -774258.812500 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -774258.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -774275.437500 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -774275.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -774286.937500 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -774286.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -774306.937500 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -774306.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -774333.875000 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -774333.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -774354.750000 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -774354.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -774365.875000 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -774365.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -774374.562500 Penalty: 2890.366455
	Iteration 23Q: 3 clusters Score -774374.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -774385.875000 Penalty: 2890.366455
	Iteration 24Q: 3 clusters Score -774385.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -774396.250000 Penalty: 2890.366455
	Iteration 25Q: 3 clusters Score -774396.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -774408.437500 Penalty: 2890.366455
	Iteration 26Q: 3 clusters Score -774408.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -774415.375000 Penalty: 2890.366455
	Iteration 27Q: 3 clusters Score -774415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -774420.625000 Penalty: 2890.366455
	Iteration 28Q: 3 clusters Score -774420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -774424.312500 Penalty: 2890.366455
	Iteration 29Q: 3 clusters Score -774424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -774427.375000 Penalty: 2890.366455
	Iteration 30Q: 3 clusters Score -774427.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -774432.625000 Penalty: 2890.366455
	Iteration 31Q: 3 clusters Score -774432.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -774442.687500 Penalty: 2890.366455
	Iteration 32Q: 3 clusters Score -774442.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -774448.687500 Penalty: 2890.366455
	Iteration 33Q: 3 clusters Score -774448.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -774457.437500 Penalty: 2890.366455
	Iteration 34Q: 3 clusters Score -774457.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -774457.937500 Penalty: 2890.366455
	Iteration 35Q: 3 clusters Score -774457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -774460.687500 Penalty: 2890.366455
	Iteration 36Q: 3 clusters Score -774460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -774462.312500 Penalty: 2890.366455
	Iteration 37Q: 3 clusters Score -774462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -774463.687500 Penalty: 2890.366455
	Iteration 38Q: 3 clusters Score -774463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -774464.375000 Penalty: 2890.366455
	Iteration 39Q: 3 clusters Score -774464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -774464.312500 Penalty: 2890.366455
	Iteration 40F: 3 clusters Score -774464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -774465.562500 Penalty: 2890.366455
	Iteration 41Q: 3 clusters Score -774465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -774466.500000 Penalty: 2890.366455
	Iteration 42Q: 3 clusters Score -774466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -774469.187500 Penalty: 2890.366455
	Iteration 43Q: 3 clusters Score -774469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -774473.125000 Penalty: 2890.366455
	Iteration 44Q: 3 clusters Score -774473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -774474.812500 Penalty: 2890.366455
	Iteration 45Q: 3 clusters Score -774474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -774474.062500 Penalty: 2890.366455
	Iteration 46Q: 3 clusters Score -774474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -774475.375000 Penalty: 2890.366455
	Iteration 47Q: 3 clusters Score -774475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -774475.375000 Penalty: 2890.366455
	Iteration 48F: 3 clusters Score -774475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Entering Unmasked Estep 
Score: -3062024.500000 Penalty: 1672.390869
	Iteration 0F: 2 clusters Score -3062024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3042023.000000 Penalty: 3344.781738
	Iteration 0F: 3 clusters Score -3042023 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3049400.000000 Penalty: 3344.781738
	Iteration 1F: 3 clusters Score -3049400 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3049876.000000 Penalty: 3344.781738
	Iteration 2Q: 3 clusters Score -3049876 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3050402.750000 Penalty: 3344.781738
	Iteration 3Q: 3 clusters Score -3050403 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3050999.250000 Penalty: 3344.781738
	Iteration 4Q: 3 clusters Score -3050999 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3051621.000000 Penalty: 3344.781738
	Iteration 5Q: 3 clusters Score -3051621 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3052263.750000 Penalty: 3344.781738
	Iteration 6Q: 3 clusters Score -3052264 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3052905.750000 Penalty: 3344.781738
	Iteration 7Q: 3 clusters Score -3052906 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3053517.500000 Penalty: 3344.781738
	Iteration 8Q: 3 clusters Score -3053518 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3054137.750000 Penalty: 3344.781738
	Iteration 9Q: 3 clusters Score -3054138 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3054797.250000 Penalty: 3344.781738
	Iteration 10Q: 3 clusters Score -3054797 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3055368.000000 Penalty: 3344.781738
	Iteration 11Q: 3 clusters Score -3055368 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3055839.250000 Penalty: 3344.781738
	Iteration 12Q: 3 clusters Score -3055839 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3056163.250000 Penalty: 3344.781738
	Iteration 13Q: 3 clusters Score -3056163 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3056375.500000 Penalty: 3344.781738
	Iteration 14Q: 3 clusters Score -3056376 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3056517.750000 Penalty: 3344.781738
	Iteration 15Q: 3 clusters Score -3056518 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3056646.250000 Penalty: 3344.781738
	Iteration 16Q: 3 clusters Score -3056646 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3056807.000000 Penalty: 3344.781738
	Iteration 17Q: 3 clusters Score -3056807 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3056965.250000 Penalty: 3344.781738
	Iteration 18Q: 3 clusters Score -3056965 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3057151.250000 Penalty: 3344.781738
	Iteration 19Q: 3 clusters Score -3057151 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3057374.000000 Penalty: 3344.781738
	Iteration 20F: 3 clusters Score -3057374 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3057578.500000 Penalty: 3344.781738
	Iteration 21Q: 3 clusters Score -3057578 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3057854.750000 Penalty: 3344.781738
	Iteration 22Q: 3 clusters Score -3057855 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3058130.000000 Penalty: 3344.781738
	Iteration 23Q: 3 clusters Score -3058130 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3058413.750000 Penalty: 3344.781738
	Iteration 24Q: 3 clusters Score -3058414 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3058711.750000 Penalty: 3344.781738
	Iteration 25Q: 3 clusters Score -3058712 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3059019.500000 Penalty: 3344.781738
	Iteration 26Q: 3 clusters Score -3059020 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3059270.250000 Penalty: 3344.781738
	Iteration 27Q: 3 clusters Score -3059270 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3059500.000000 Penalty: 3344.781738
	Iteration 28Q: 3 clusters Score -3059500 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3059720.750000 Penalty: 3344.781738
	Iteration 29Q: 3 clusters Score -3059721 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3059946.000000 Penalty: 3344.781738
	Iteration 30Q: 3 clusters Score -3059946 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3060162.500000 Penalty: 3344.781738
	Iteration 31Q: 3 clusters Score -3060162 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3060350.000000 Penalty: 3344.781738
	Iteration 32Q: 3 clusters Score -3060350 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3060486.000000 Penalty: 3344.781738
	Iteration 33Q: 3 clusters Score -3060486 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3060578.500000 Penalty: 3344.781738
	Iteration 34Q: 3 clusters Score -3060578 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3060649.000000 Penalty: 3344.781738
	Iteration 35Q: 3 clusters Score -3060649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3060708.750000 Penalty: 3344.781738
	Iteration 36Q: 3 clusters Score -3060709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3060759.000000 Penalty: 3344.781738
	Iteration 37Q: 3 clusters Score -3060759 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3060804.000000 Penalty: 3344.781738
	Iteration 38Q: 3 clusters Score -3060804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3060842.250000 Penalty: 3344.781738
	Iteration 39Q: 3 clusters Score -3060842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3060884.500000 Penalty: 3344.781738
	Iteration 40F: 3 clusters Score -3060884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3060920.000000 Penalty: 3344.781738
	Iteration 41Q: 3 clusters Score -3060920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3060939.000000 Penalty: 3344.781738
	Iteration 42Q: 3 clusters Score -3060939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3060954.250000 Penalty: 3344.781738
	Iteration 43Q: 3 clusters Score -3060954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3060971.000000 Penalty: 3344.781738
	Iteration 44Q: 3 clusters Score -3060971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3060978.500000 Penalty: 3344.781738
	Iteration 45Q: 3 clusters Score -3060978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3060987.750000 Penalty: 3344.781738
	Iteration 46Q: 3 clusters Score -3060988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3060998.000000 Penalty: 3344.781738
	Iteration 47Q: 3 clusters Score -3060998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3061004.500000 Penalty: 3344.781738
	Iteration 48Q: 3 clusters Score -3061004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3061008.500000 Penalty: 3344.781738
	Iteration 49Q: 3 clusters Score -3061008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3061011.500000 Penalty: 3344.781738
	Iteration 50Q: 3 clusters Score -3061012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3061022.750000 Penalty: 3344.781738
	Iteration 51Q: 3 clusters Score -3061023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3061031.000000 Penalty: 3344.781738
	Iteration 52Q: 3 clusters Score -3061031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3061037.250000 Penalty: 3344.781738
	Iteration 53Q: 3 clusters Score -3061037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3061034.500000 Penalty: 3344.781738
	Iteration 54Q: 3 clusters Score -3061034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3061037.750000 Penalty: 3344.781738
	Iteration 55Q: 3 clusters Score -3061038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3061037.500000 Penalty: 3344.781738
	Iteration 56Q: 3 clusters Score -3061038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3061046.500000 Penalty: 3344.781738
	Iteration 57Q: 3 clusters Score -3061046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3061057.500000 Penalty: 3344.781738
	Iteration 58Q: 3 clusters Score -3061058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3061068.000000 Penalty: 3344.781738
	Iteration 59Q: 3 clusters Score -3061068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3061072.500000 Penalty: 3344.781738
	Iteration 60F: 3 clusters Score -3061072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3061077.500000 Penalty: 3344.781738
	Iteration 61Q: 3 clusters Score -3061078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3061085.500000 Penalty: 3344.781738
	Iteration 62Q: 3 clusters Score -3061086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3061090.250000 Penalty: 3344.781738
	Iteration 63Q: 3 clusters Score -3061090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3061090.500000 Penalty: 3344.781738
	Iteration 64Q: 3 clusters Score -3061090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3061095.000000 Penalty: 3344.781738
	Iteration 65Q: 3 clusters Score -3061095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3061101.500000 Penalty: 3344.781738
	Iteration 66Q: 3 clusters Score -3061102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3061100.750000 Penalty: 3344.781738
	Iteration 67Q: 3 clusters Score -3061101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3061102.750000 Penalty: 3344.781738
	Iteration 68Q: 3 clusters Score -3061103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3061104.750000 Penalty: 3344.781738
	Iteration 69Q: 3 clusters Score -3061105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3061102.000000 Penalty: 3344.781738
	Iteration 70Q: 3 clusters Score -3061102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3061103.000000 Penalty: 3344.781738
	Iteration 71Q: 3 clusters Score -3061103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3061102.750000 Penalty: 3344.781738
	Iteration 72Q: 3 clusters Score -3061103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3061103.500000 Penalty: 3344.781738
	Iteration 73Q: 3 clusters Score -3061104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3061106.500000 Penalty: 3344.781738
	Iteration 74Q: 3 clusters Score -3061106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3061106.500000 Penalty: 3344.781738
	Iteration 75F: 3 clusters Score -3061106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (103770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Entering Unmasked Estep 
Score: -10893634.000000 Penalty: 1876.864014
	Iteration 0F: 2 clusters Score -1.089363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -10824004.000000 Penalty: 3753.728027
	Iteration 0F: 3 clusters Score -1.0824e+07 nChanged 49672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -10853103.000000 Penalty: 3753.728027
	Iteration 1F: 3 clusters Score -1.08531e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -10854100.000000 Penalty: 3753.728027
	Iteration 2Q: 3 clusters Score -1.08541e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -10855598.000000 Penalty: 3753.728027
	Iteration 3Q: 3 clusters Score -1.08556e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -10858152.000000 Penalty: 3753.728027
	Iteration 4F: 3 clusters Score -1.085815e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -10862870.000000 Penalty: 3753.728027
	Iteration 5F: 3 clusters Score -1.086287e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -10870314.000000 Penalty: 3753.728027
	Iteration 6F: 3 clusters Score -1.087031e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -10879448.000000 Penalty: 3753.728027
	Iteration 7F: 3 clusters Score -1.087945e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -10886756.000000 Penalty: 3753.728027
	Iteration 8F: 3 clusters Score -1.088676e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10890374.000000 Penalty: 3753.728027
	Iteration 9Q: 3 clusters Score -1.089037e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10891625.000000 Penalty: 3753.728027
	Iteration 10Q: 3 clusters Score -1.089162e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10892115.000000 Penalty: 3753.728027
	Iteration 11Q: 3 clusters Score -1.089212e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10892290.000000 Penalty: 3753.728027
	Iteration 12Q: 3 clusters Score -1.089229e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10892350.000000 Penalty: 3753.728027
	Iteration 13Q: 3 clusters Score -1.089235e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10892418.000000 Penalty: 3753.728027
	Iteration 14Q: 3 clusters Score -1.089242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10892426.000000 Penalty: 3753.728027
	Iteration 15Q: 3 clusters Score -1.089243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10892450.000000 Penalty: 3753.728027
	Iteration 16Q: 3 clusters Score -1.089245e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10892487.000000 Penalty: 3753.728027
	Iteration 17Q: 3 clusters Score -1.089249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10892522.000000 Penalty: 3753.728027
	Iteration 18Q: 3 clusters Score -1.089252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10892598.000000 Penalty: 3753.728027
	Iteration 19Q: 3 clusters Score -1.08926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10892670.000000 Penalty: 3753.728027
	Iteration 20F: 3 clusters Score -1.089267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10892723.000000 Penalty: 3753.728027
	Iteration 21Q: 3 clusters Score -1.089272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10892753.000000 Penalty: 3753.728027
	Iteration 22Q: 3 clusters Score -1.089275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10892780.000000 Penalty: 3753.728027
	Iteration 23Q: 3 clusters Score -1.089278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10892797.000000 Penalty: 3753.728027
	Iteration 24Q: 3 clusters Score -1.08928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10892819.000000 Penalty: 3753.728027
	Iteration 25Q: 3 clusters Score -1.089282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10892831.000000 Penalty: 3753.728027
	Iteration 26Q: 3 clusters Score -1.089283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10892825.000000 Penalty: 3753.728027
	Iteration 27Q: 3 clusters Score -1.089282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10892824.000000 Penalty: 3753.728027
	Iteration 28Q: 3 clusters Score -1.089282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10892822.000000 Penalty: 3753.728027
	Iteration 29Q: 3 clusters Score -1.089282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10892829.000000 Penalty: 3753.728027
	Iteration 30Q: 3 clusters Score -1.089283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10892834.000000 Penalty: 3753.728027
	Iteration 31Q: 3 clusters Score -1.089283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10892835.000000 Penalty: 3753.728027
	Iteration 32Q: 3 clusters Score -1.089284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10892838.000000 Penalty: 3753.728027
	Iteration 33Q: 3 clusters Score -1.089284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10892838.000000 Penalty: 3753.728027
	Iteration 34F: 3 clusters Score -1.089284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Entering Unmasked Estep 
Score: -3119339.000000 Penalty: 1689.392456
	Iteration 0F: 2 clusters Score -3119339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3097413.500000 Penalty: 3378.784912
	Iteration 0F: 3 clusters Score -3097414 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3106648.500000 Penalty: 3378.784912
	Iteration 1F: 3 clusters Score -3106648 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3108024.500000 Penalty: 3378.784912
	Iteration 2F: 3 clusters Score -3108024 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3109489.000000 Penalty: 3378.784912
	Iteration 3F: 3 clusters Score -3109489 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3110735.500000 Penalty: 3378.784912
	Iteration 4F: 3 clusters Score -3110736 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3111627.500000 Penalty: 3378.784912
	Iteration 5F: 3 clusters Score -3111628 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3112250.250000 Penalty: 3378.784912
	Iteration 6Q: 3 clusters Score -3112250 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3112719.750000 Penalty: 3378.784912
	Iteration 7Q: 3 clusters Score -3112720 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3113159.500000 Penalty: 3378.784912
	Iteration 8Q: 3 clusters Score -3113160 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3113562.500000 Penalty: 3378.784912
	Iteration 9Q: 3 clusters Score -3113562 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3113954.000000 Penalty: 3378.784912
	Iteration 10Q: 3 clusters Score -3113954 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3114304.000000 Penalty: 3378.784912
	Iteration 11Q: 3 clusters Score -3114304 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3114615.250000 Penalty: 3378.784912
	Iteration 12Q: 3 clusters Score -3114615 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3114865.500000 Penalty: 3378.784912
	Iteration 13Q: 3 clusters Score -3114866 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3115125.500000 Penalty: 3378.784912
	Iteration 14Q: 3 clusters Score -3115126 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3115361.500000 Penalty: 3378.784912
	Iteration 15Q: 3 clusters Score -3115362 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3115548.750000 Penalty: 3378.784912
	Iteration 16Q: 3 clusters Score -3115549 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3115736.500000 Penalty: 3378.784912
	Iteration 17Q: 3 clusters Score -3115736 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3115894.500000 Penalty: 3378.784912
	Iteration 18Q: 3 clusters Score -3115894 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3116061.250000 Penalty: 3378.784912
	Iteration 19Q: 3 clusters Score -3116061 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3116180.750000 Penalty: 3378.784912
	Iteration 20F: 3 clusters Score -3116181 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3116341.250000 Penalty: 3378.784912
	Iteration 21Q: 3 clusters Score -3116341 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3116504.250000 Penalty: 3378.784912
	Iteration 22Q: 3 clusters Score -3116504 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3116664.000000 Penalty: 3378.784912
	Iteration 23Q: 3 clusters Score -3116664 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3116823.750000 Penalty: 3378.784912
	Iteration 24Q: 3 clusters Score -3116824 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3117002.000000 Penalty: 3378.784912
	Iteration 25Q: 3 clusters Score -3117002 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3117185.000000 Penalty: 3378.784912
	Iteration 26Q: 3 clusters Score -3117185 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3117390.500000 Penalty: 3378.784912
	Iteration 27Q: 3 clusters Score -3117390 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3117554.250000 Penalty: 3378.784912
	Iteration 28Q: 3 clusters Score -3117554 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3117724.750000 Penalty: 3378.784912
	Iteration 29Q: 3 clusters Score -3117725 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3117866.250000 Penalty: 3378.784912
	Iteration 30Q: 3 clusters Score -3117866 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3117983.750000 Penalty: 3378.784912
	Iteration 31Q: 3 clusters Score -3117984 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3118098.000000 Penalty: 3378.784912
	Iteration 32Q: 3 clusters Score -3118098 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3118189.750000 Penalty: 3378.784912
	Iteration 33Q: 3 clusters Score -3118190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3118264.500000 Penalty: 3378.784912
	Iteration 34Q: 3 clusters Score -3118264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3118328.750000 Penalty: 3378.784912
	Iteration 35Q: 3 clusters Score -3118329 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3118375.750000 Penalty: 3378.784912
	Iteration 36Q: 3 clusters Score -3118376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3118416.500000 Penalty: 3378.784912
	Iteration 37Q: 3 clusters Score -3118416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3118452.750000 Penalty: 3378.784912
	Iteration 38Q: 3 clusters Score -3118453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3118484.500000 Penalty: 3378.784912
	Iteration 39Q: 3 clusters Score -3118484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3118519.750000 Penalty: 3378.784912
	Iteration 40F: 3 clusters Score -3118520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3118572.250000 Penalty: 3378.784912
	Iteration 41Q: 3 clusters Score -3118572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3118637.750000 Penalty: 3378.784912
	Iteration 42Q: 3 clusters Score -3118638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3118742.250000 Penalty: 3378.784912
	Iteration 43Q: 3 clusters Score -3118742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3118833.000000 Penalty: 3378.784912
	Iteration 44Q: 3 clusters Score -3118833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3118877.500000 Penalty: 3378.784912
	Iteration 45Q: 3 clusters Score -3118878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3118904.000000 Penalty: 3378.784912
	Iteration 46Q: 3 clusters Score -3118904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3118916.000000 Penalty: 3378.784912
	Iteration 47Q: 3 clusters Score -3118916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3118925.000000 Penalty: 3378.784912
	Iteration 48Q: 3 clusters Score -3118925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3118930.250000 Penalty: 3378.784912
	Iteration 49Q: 3 clusters Score -3118930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3118937.250000 Penalty: 3378.784912
	Iteration 50Q: 3 clusters Score -3118937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3118939.250000 Penalty: 3378.784912
	Iteration 51Q: 3 clusters Score -3118939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3118941.000000 Penalty: 3378.784912
	Iteration 52Q: 3 clusters Score -3118941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3118941.750000 Penalty: 3378.784912
	Iteration 53Q: 3 clusters Score -3118942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3118943.000000 Penalty: 3378.784912
	Iteration 54Q: 3 clusters Score -3118943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3118940.500000 Penalty: 3378.784912
	Iteration 55Q: 3 clusters Score -3118940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3118942.250000 Penalty: 3378.784912
	Iteration 56Q: 3 clusters Score -3118942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3118941.750000 Penalty: 3378.784912
	Iteration 57Q: 3 clusters Score -3118942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3118933.750000 Penalty: 3378.784912
	Iteration 58Q: 3 clusters Score -3118934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3118945.000000 Penalty: 3378.784912
	Iteration 59Q: 3 clusters Score -3118945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3118945.000000 Penalty: 3378.784912
	Iteration 60F: 3 clusters Score -3118945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Entering Unmasked Estep 
Score: -853616.687500 Penalty: 1477.944214
	Iteration 0F: 2 clusters Score -853616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -847235.437500 Penalty: 2955.888428
	Iteration 0F: 3 clusters Score -847235.4 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -849458.125000 Penalty: 2955.888428
	Iteration 1F: 3 clusters Score -849458.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -849939.125000 Penalty: 2955.888428
	Iteration 2F: 3 clusters Score -849939.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -850396.750000 Penalty: 2955.888428
	Iteration 3F: 3 clusters Score -850396.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -850821.750000 Penalty: 2955.888428
	Iteration 4F: 3 clusters Score -850821.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -851182.562500 Penalty: 2955.888428
	Iteration 5F: 3 clusters Score -851182.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -851544.125000 Penalty: 2955.888428
	Iteration 6F: 3 clusters Score -851544.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -851942.375000 Penalty: 2955.888428
	Iteration 7F: 3 clusters Score -851942.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -852343.750000 Penalty: 2955.888428
	Iteration 8F: 3 clusters Score -852343.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -852671.937500 Penalty: 2955.888428
	Iteration 9F: 3 clusters Score -852671.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -852864.875000 Penalty: 2955.888428
	Iteration 10Q: 3 clusters Score -852864.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -853001.187500 Penalty: 2955.888428
	Iteration 11Q: 3 clusters Score -853001.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -853099.812500 Penalty: 2955.888428
	Iteration 12Q: 3 clusters Score -853099.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -853183.375000 Penalty: 2955.888428
	Iteration 13Q: 3 clusters Score -853183.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -853237.312500 Penalty: 2955.888428
	Iteration 14Q: 3 clusters Score -853237.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -853277.812500 Penalty: 2955.888428
	Iteration 15Q: 3 clusters Score -853277.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -853307.125000 Penalty: 2955.888428
	Iteration 16Q: 3 clusters Score -853307.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -853320.312500 Penalty: 2955.888428
	Iteration 17Q: 3 clusters Score -853320.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -853332.062500 Penalty: 2955.888428
	Iteration 18Q: 3 clusters Score -853332.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -853345.312500 Penalty: 2955.888428
	Iteration 19Q: 3 clusters Score -853345.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -853361.000000 Penalty: 2955.888428
	Iteration 20F: 3 clusters Score -853361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -853371.500000 Penalty: 2955.888428
	Iteration 21Q: 3 clusters Score -853371.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -853379.250000 Penalty: 2955.888428
	Iteration 22Q: 3 clusters Score -853379.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -853393.750000 Penalty: 2955.888428
	Iteration 23Q: 3 clusters Score -853393.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -853404.437500 Penalty: 2955.888428
	Iteration 24Q: 3 clusters Score -853404.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -853418.125000 Penalty: 2955.888428
	Iteration 25Q: 3 clusters Score -853418.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -853429.750000 Penalty: 2955.888428
	Iteration 26Q: 3 clusters Score -853429.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -853437.875000 Penalty: 2955.888428
	Iteration 27Q: 3 clusters Score -853437.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -853448.187500 Penalty: 2955.888428
	Iteration 28Q: 3 clusters Score -853448.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -853458.937500 Penalty: 2955.888428
	Iteration 29Q: 3 clusters Score -853458.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -853464.500000 Penalty: 2955.888428
	Iteration 30Q: 3 clusters Score -853464.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -853469.812500 Penalty: 2955.888428
	Iteration 31Q: 3 clusters Score -853469.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -853476.687500 Penalty: 2955.888428
	Iteration 32Q: 3 clusters Score -853476.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -853483.312500 Penalty: 2955.888428
	Iteration 33Q: 3 clusters Score -853483.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -853489.312500 Penalty: 2955.888428
	Iteration 34Q: 3 clusters Score -853489.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -853497.375000 Penalty: 2955.888428
	Iteration 35Q: 3 clusters Score -853497.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -853504.437500 Penalty: 2955.888428
	Iteration 36Q: 3 clusters Score -853504.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -853508.250000 Penalty: 2955.888428
	Iteration 37Q: 3 clusters Score -853508.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -853513.875000 Penalty: 2955.888428
	Iteration 38Q: 3 clusters Score -853513.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -853520.437500 Penalty: 2955.888428
	Iteration 39Q: 3 clusters Score -853520.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -853530.750000 Penalty: 2955.888428
	Iteration 40F: 3 clusters Score -853530.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -853544.687500 Penalty: 2955.888428
	Iteration 41Q: 3 clusters Score -853544.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -853553.750000 Penalty: 2955.888428
	Iteration 42Q: 3 clusters Score -853553.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -853563.000000 Penalty: 2955.888428
	Iteration 43Q: 3 clusters Score -853563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -853575.250000 Penalty: 2955.888428
	Iteration 44Q: 3 clusters Score -853575.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -853591.375000 Penalty: 2955.888428
	Iteration 45Q: 3 clusters Score -853591.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -853600.000000 Penalty: 2955.888428
	Iteration 46Q: 3 clusters Score -853600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -853617.562500 Penalty: 2955.888428
	Iteration 47Q: 3 clusters Score -853617.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -853630.625000 Penalty: 2955.888428
	Iteration 48Q: 3 clusters Score -853630.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -853637.750000 Penalty: 2955.888428
	Iteration 49Q: 3 clusters Score -853637.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -853644.687500 Penalty: 2955.888428
	Iteration 50Q: 3 clusters Score -853644.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -853652.687500 Penalty: 2955.888428
	Iteration 51Q: 3 clusters Score -853652.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -853659.937500 Penalty: 2955.888428
	Iteration 52Q: 3 clusters Score -853659.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -853667.875000 Penalty: 2955.888428
	Iteration 53Q: 3 clusters Score -853667.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -853675.437500 Penalty: 2955.888428
	Iteration 54Q: 3 clusters Score -853675.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -853678.375000 Penalty: 2955.888428
	Iteration 55Q: 3 clusters Score -853678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -853682.437500 Penalty: 2955.888428
	Iteration 56Q: 3 clusters Score -853682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -853685.250000 Penalty: 2955.888428
	Iteration 57Q: 3 clusters Score -853685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -853690.500000 Penalty: 2955.888428
	Iteration 58Q: 3 clusters Score -853690.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -853695.687500 Penalty: 2955.888428
	Iteration 59Q: 3 clusters Score -853695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -853697.000000 Penalty: 2955.888428
	Iteration 60F: 3 clusters Score -853697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -853697.625000 Penalty: 2955.888428
	Iteration 61Q: 3 clusters Score -853697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -853699.062500 Penalty: 2955.888428
	Iteration 62Q: 3 clusters Score -853699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -853702.875000 Penalty: 2955.888428
	Iteration 63Q: 3 clusters Score -853702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -853705.062500 Penalty: 2955.888428
	Iteration 64Q: 3 clusters Score -853705.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -853706.875000 Penalty: 2955.888428
	Iteration 65Q: 3 clusters Score -853706.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -853708.000000 Penalty: 2955.888428
	Iteration 66Q: 3 clusters Score -853708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -853710.750000 Penalty: 2955.888428
	Iteration 67Q: 3 clusters Score -853710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -853710.812500 Penalty: 2955.888428
	Iteration 68Q: 3 clusters Score -853710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -853710.875000 Penalty: 2955.888428
	Iteration 69Q: 3 clusters Score -853710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -853711.437500 Penalty: 2955.888428
	Iteration 70Q: 3 clusters Score -853711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -853712.812500 Penalty: 2955.888428
	Iteration 71Q: 3 clusters Score -853712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -853714.812500 Penalty: 2955.888428
	Iteration 72Q: 3 clusters Score -853714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -853714.625000 Penalty: 2955.888428
	Iteration 73Q: 3 clusters Score -853714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -853714.875000 Penalty: 2955.888428
	Iteration 74Q: 3 clusters Score -853714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -853716.687500 Penalty: 2955.888428
	Iteration 75Q: 3 clusters Score -853716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -853716.875000 Penalty: 2955.888428
	Iteration 76Q: 3 clusters Score -853716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -853719.187500 Penalty: 2955.888428
	Iteration 77Q: 3 clusters Score -853719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -853722.375000 Penalty: 2955.888428
	Iteration 78Q: 3 clusters Score -853722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -853722.250000 Penalty: 2955.888428
	Iteration 79Q: 3 clusters Score -853722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -853722.250000 Penalty: 2955.888428
	Iteration 80F: 3 clusters Score -853722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 7907 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1004 members 
Entering Unmasked Estep 
Score: -154069136.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154069904.000000 to -154069136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -273936.093750 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -273936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -271408.625000 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -271408.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271978.625000 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -271978.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -272093.312500 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -272093.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -272163.937500 Penalty: 2572.132080
	Iteration 3Q: 3 clusters Score -272163.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272216.437500 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -272216.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272264.437500 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -272264.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -272302.750000 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -272302.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -272344.968750 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -272345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -272389.218750 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -272389.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -272433.375000 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -272433.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -272477.375000 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -272477.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -272520.968750 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -272521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -272566.781250 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -272566.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -272624.218750 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -272624.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -272676.687500 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -272676.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -272741.218750 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -272741.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -272795.843750 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -272795.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -272836.250000 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -272836.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -272874.500000 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -272874.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272902.000000 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -272902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272929.156250 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -272929.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -272945.656250 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -272945.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -272956.625000 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -272956.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -272964.218750 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -272964.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -272971.406250 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -272971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -272974.000000 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -272974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -272978.343750 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -272978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -272981.875000 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -272981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -272984.968750 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -272985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -272987.812500 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -272987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -272989.187500 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -272989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -272990.500000 Penalty: 2572.132080
	Iteration 31Q: 3 clusters Score -272990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -272991.500000 Penalty: 2572.132080
	Iteration 32Q: 3 clusters Score -272991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -272992.968750 Penalty: 2572.132080
	Iteration 33Q: 3 clusters Score -272993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -272995.156250 Penalty: 2572.132080
	Iteration 34Q: 3 clusters Score -272995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272997.187500 Penalty: 2572.132080
	Iteration 35Q: 3 clusters Score -272997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272998.281250 Penalty: 2572.132080
	Iteration 36Q: 3 clusters Score -272998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272999.875000 Penalty: 2572.132080
	Iteration 37Q: 3 clusters Score -272999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -273000.656250 Penalty: 2572.132080
	Iteration 38Q: 3 clusters Score -273000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -273000.656250 Penalty: 2572.132080
	Iteration 39F: 3 clusters Score -273000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -485477.281250 Penalty: 1379.529175
	Iteration 0F: 2 clusters Score -485477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -481595.968750 Penalty: 2759.058350
	Iteration 0F: 3 clusters Score -481596 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -482692.343750 Penalty: 2759.058350
	Iteration 1F: 3 clusters Score -482692.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -482965.156250 Penalty: 2759.058350
	Iteration 2F: 3 clusters Score -482965.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -483216.031250 Penalty: 2759.058350
	Iteration 3F: 3 clusters Score -483216 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -483507.187500 Penalty: 2759.058350
	Iteration 4F: 3 clusters Score -483507.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -483780.656250 Penalty: 2759.058350
	Iteration 5F: 3 clusters Score -483780.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -484067.156250 Penalty: 2759.058350
	Iteration 6F: 3 clusters Score -484067.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -484388.218750 Penalty: 2759.058350
	Iteration 7F: 3 clusters Score -484388.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -484715.156250 Penalty: 2759.058350
	Iteration 8F: 3 clusters Score -484715.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -484991.187500 Penalty: 2759.058350
	Iteration 9Q: 3 clusters Score -484991.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -485113.125000 Penalty: 2759.058350
	Iteration 10Q: 3 clusters Score -485113.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -485172.062500 Penalty: 2759.058350
	Iteration 11Q: 3 clusters Score -485172.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -485203.812500 Penalty: 2759.058350
	Iteration 12Q: 3 clusters Score -485203.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -485233.218750 Penalty: 2759.058350
	Iteration 13Q: 3 clusters Score -485233.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -485258.625000 Penalty: 2759.058350
	Iteration 14Q: 3 clusters Score -485258.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -485289.656250 Penalty: 2759.058350
	Iteration 15Q: 3 clusters Score -485289.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -485314.500000 Penalty: 2759.058350
	Iteration 16Q: 3 clusters Score -485314.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -485332.937500 Penalty: 2759.058350
	Iteration 17Q: 3 clusters Score -485332.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -485343.250000 Penalty: 2759.058350
	Iteration 18Q: 3 clusters Score -485343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -485347.843750 Penalty: 2759.058350
	Iteration 19Q: 3 clusters Score -485347.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -485351.718750 Penalty: 2759.058350
	Iteration 20F: 3 clusters Score -485351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -485353.531250 Penalty: 2759.058350
	Iteration 21Q: 3 clusters Score -485353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -485354.093750 Penalty: 2759.058350
	Iteration 22Q: 3 clusters Score -485354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -485355.468750 Penalty: 2759.058350
	Iteration 23Q: 3 clusters Score -485355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -485357.062500 Penalty: 2759.058350
	Iteration 24Q: 3 clusters Score -485357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -485358.562500 Penalty: 2759.058350
	Iteration 25Q: 3 clusters Score -485358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -485362.000000 Penalty: 2759.058350
	Iteration 26Q: 3 clusters Score -485362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -485364.281250 Penalty: 2759.058350
	Iteration 27Q: 3 clusters Score -485364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -485365.968750 Penalty: 2759.058350
	Iteration 28Q: 3 clusters Score -485366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -485366.406250 Penalty: 2759.058350
	Iteration 29Q: 3 clusters Score -485366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -485367.656250 Penalty: 2759.058350
	Iteration 30Q: 3 clusters Score -485367.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -485369.250000 Penalty: 2759.058350
	Iteration 31Q: 3 clusters Score -485369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -485370.156250 Penalty: 2759.058350
	Iteration 32Q: 3 clusters Score -485370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -485370.687500 Penalty: 2759.058350
	Iteration 33Q: 3 clusters Score -485370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -485370.781250 Penalty: 2759.058350
	Iteration 34Q: 3 clusters Score -485370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -485370.781250 Penalty: 2759.058350
	Iteration 35F: 3 clusters Score -485370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Entering Unmasked Estep 
Score: -4276671.000000 Penalty: 1726.444580
	Iteration 0F: 2 clusters Score -4276671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4249176.000000 Penalty: 3452.889160
	Iteration 0F: 3 clusters Score -4249176 nChanged 19176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4260009.000000 Penalty: 3452.889160
	Iteration 1F: 3 clusters Score -4260009 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4260666.500000 Penalty: 3452.889160
	Iteration 2Q: 3 clusters Score -4260666 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4261584.500000 Penalty: 3452.889160
	Iteration 3Q: 3 clusters Score -4261584 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4262852.000000 Penalty: 3452.889160
	Iteration 4F: 3 clusters Score -4262852 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4264401.500000 Penalty: 3452.889160
	Iteration 5F: 3 clusters Score -4264402 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4266106.500000 Penalty: 3452.889160
	Iteration 6F: 3 clusters Score -4266106 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4267704.000000 Penalty: 3452.889160
	Iteration 7F: 3 clusters Score -4267704 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4269128.500000 Penalty: 3452.889160
	Iteration 8F: 3 clusters Score -4269128 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4270509.500000 Penalty: 3452.889160
	Iteration 9Q: 3 clusters Score -4270510 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4271728.500000 Penalty: 3452.889160
	Iteration 10Q: 3 clusters Score -4271728 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4272828.500000 Penalty: 3452.889160
	Iteration 11Q: 3 clusters Score -4272828 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4273662.500000 Penalty: 3452.889160
	Iteration 12Q: 3 clusters Score -4273662 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -4274230.500000 Penalty: 3452.889160
	Iteration 13Q: 3 clusters Score -4274230 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -4274604.500000 Penalty: 3452.889160
	Iteration 14Q: 3 clusters Score -4274604 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4274841.000000 Penalty: 3452.889160
	Iteration 15Q: 3 clusters Score -4274841 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -4274983.000000 Penalty: 3452.889160
	Iteration 16Q: 3 clusters Score -4274983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4275088.000000 Penalty: 3452.889160
	Iteration 17Q: 3 clusters Score -4275088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -4275131.500000 Penalty: 3452.889160
	Iteration 18Q: 3 clusters Score -4275132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -4275173.000000 Penalty: 3452.889160
	Iteration 19Q: 3 clusters Score -4275173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -4275183.500000 Penalty: 3452.889160
	Iteration 20F: 3 clusters Score -4275184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4275196.500000 Penalty: 3452.889160
	Iteration 21Q: 3 clusters Score -4275196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4275198.500000 Penalty: 3452.889160
	Iteration 22Q: 3 clusters Score -4275198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -4275209.500000 Penalty: 3452.889160
	Iteration 23Q: 3 clusters Score -4275210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4275213.000000 Penalty: 3452.889160
	Iteration 24Q: 3 clusters Score -4275213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -4275214.000000 Penalty: 3452.889160
	Iteration 25Q: 3 clusters Score -4275214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -4275214.500000 Penalty: 3452.889160
	Iteration 26Q: 3 clusters Score -4275214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -4275219.000000 Penalty: 3452.889160
	Iteration 27Q: 3 clusters Score -4275219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4275221.000000 Penalty: 3452.889160
	Iteration 28Q: 3 clusters Score -4275221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4275219.500000 Penalty: 3452.889160
	Iteration 29Q: 3 clusters Score -4275220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4275225.500000 Penalty: 3452.889160
	Iteration 30Q: 3 clusters Score -4275226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4275229.000000 Penalty: 3452.889160
	Iteration 31Q: 3 clusters Score -4275229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4275226.500000 Penalty: 3452.889160
	Iteration 32Q: 3 clusters Score -4275226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4275225.000000 Penalty: 3452.889160
	Iteration 33Q: 3 clusters Score -4275225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4275225.000000 Penalty: 3452.889160
	Iteration 34F: 3 clusters Score -4275225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -547344.312500 Penalty: 1402.430786
	Iteration 0F: 2 clusters Score -547344.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -542956.000000 Penalty: 2804.861572
	Iteration 0F: 3 clusters Score -542956 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -544357.562500 Penalty: 2804.861572
	Iteration 1F: 3 clusters Score -544357.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -544785.812500 Penalty: 2804.861572
	Iteration 2F: 3 clusters Score -544785.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -545160.125000 Penalty: 2804.861572
	Iteration 3F: 3 clusters Score -545160.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -545503.312500 Penalty: 2804.861572
	Iteration 4F: 3 clusters Score -545503.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -545774.625000 Penalty: 2804.861572
	Iteration 5F: 3 clusters Score -545774.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -545944.812500 Penalty: 2804.861572
	Iteration 6F: 3 clusters Score -545944.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -546047.812500 Penalty: 2804.861572
	Iteration 7Q: 3 clusters Score -546047.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -546130.062500 Penalty: 2804.861572
	Iteration 8Q: 3 clusters Score -546130.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -546193.750000 Penalty: 2804.861572
	Iteration 9Q: 3 clusters Score -546193.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -546249.375000 Penalty: 2804.861572
	Iteration 10Q: 3 clusters Score -546249.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -546293.000000 Penalty: 2804.861572
	Iteration 11Q: 3 clusters Score -546293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -546337.625000 Penalty: 2804.861572
	Iteration 12Q: 3 clusters Score -546337.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -546373.125000 Penalty: 2804.861572
	Iteration 13Q: 3 clusters Score -546373.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -546405.812500 Penalty: 2804.861572
	Iteration 14Q: 3 clusters Score -546405.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -546437.250000 Penalty: 2804.861572
	Iteration 15Q: 3 clusters Score -546437.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -546473.250000 Penalty: 2804.861572
	Iteration 16Q: 3 clusters Score -546473.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -546503.187500 Penalty: 2804.861572
	Iteration 17Q: 3 clusters Score -546503.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -546528.375000 Penalty: 2804.861572
	Iteration 18Q: 3 clusters Score -546528.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -546550.625000 Penalty: 2804.861572
	Iteration 19Q: 3 clusters Score -546550.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -546570.812500 Penalty: 2804.861572
	Iteration 20F: 3 clusters Score -546570.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -546588.687500 Penalty: 2804.861572
	Iteration 21Q: 3 clusters Score -546588.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -546608.625000 Penalty: 2804.861572
	Iteration 22Q: 3 clusters Score -546608.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -546624.312500 Penalty: 2804.861572
	Iteration 23Q: 3 clusters Score -546624.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -546637.500000 Penalty: 2804.861572
	Iteration 24Q: 3 clusters Score -546637.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -546653.875000 Penalty: 2804.861572
	Iteration 25Q: 3 clusters Score -546653.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -546668.875000 Penalty: 2804.861572
	Iteration 26Q: 3 clusters Score -546668.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -546682.312500 Penalty: 2804.861572
	Iteration 27Q: 3 clusters Score -546682.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -546692.750000 Penalty: 2804.861572
	Iteration 28Q: 3 clusters Score -546692.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -546702.500000 Penalty: 2804.861572
	Iteration 29Q: 3 clusters Score -546702.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -546710.500000 Penalty: 2804.861572
	Iteration 30Q: 3 clusters Score -546710.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -546715.875000 Penalty: 2804.861572
	Iteration 31Q: 3 clusters Score -546715.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -546721.562500 Penalty: 2804.861572
	Iteration 32Q: 3 clusters Score -546721.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -546724.750000 Penalty: 2804.861572
	Iteration 33Q: 3 clusters Score -546724.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -546730.125000 Penalty: 2804.861572
	Iteration 34Q: 3 clusters Score -546730.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -546735.500000 Penalty: 2804.861572
	Iteration 35Q: 3 clusters Score -546735.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -546740.437500 Penalty: 2804.861572
	Iteration 36Q: 3 clusters Score -546740.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -546743.125000 Penalty: 2804.861572
	Iteration 37Q: 3 clusters Score -546743.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -546745.500000 Penalty: 2804.861572
	Iteration 38Q: 3 clusters Score -546745.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -546747.062500 Penalty: 2804.861572
	Iteration 39Q: 3 clusters Score -546747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -546749.375000 Penalty: 2804.861572
	Iteration 40F: 3 clusters Score -546749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -546750.062500 Penalty: 2804.861572
	Iteration 41Q: 3 clusters Score -546750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -546751.125000 Penalty: 2804.861572
	Iteration 42Q: 3 clusters Score -546751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -546752.875000 Penalty: 2804.861572
	Iteration 43Q: 3 clusters Score -546752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -546752.875000 Penalty: 2804.861572
	Iteration 44F: 3 clusters Score -546752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Entering Unmasked Estep 
Score: -3037413.250000 Penalty: 1671.268311
	Iteration 0F: 2 clusters Score -3037413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3017748.000000 Penalty: 3342.536621
	Iteration 0F: 3 clusters Score -3017748 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3025113.250000 Penalty: 3342.536621
	Iteration 1F: 3 clusters Score -3025113 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3025389.500000 Penalty: 3342.536621
	Iteration 2Q: 3 clusters Score -3025390 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3025680.750000 Penalty: 3342.536621
	Iteration 3Q: 3 clusters Score -3025681 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3025970.750000 Penalty: 3342.536621
	Iteration 4Q: 3 clusters Score -3025971 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3026298.750000 Penalty: 3342.536621
	Iteration 5Q: 3 clusters Score -3026299 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3026704.750000 Penalty: 3342.536621
	Iteration 6Q: 3 clusters Score -3026705 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3027213.500000 Penalty: 3342.536621
	Iteration 7Q: 3 clusters Score -3027214 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3027937.000000 Penalty: 3342.536621
	Iteration 8Q: 3 clusters Score -3027937 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3028977.750000 Penalty: 3342.536621
	Iteration 9F: 3 clusters Score -3028978 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3030148.750000 Penalty: 3342.536621
	Iteration 10F: 3 clusters Score -3030149 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3031415.500000 Penalty: 3342.536621
	Iteration 11F: 3 clusters Score -3031416 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3032399.250000 Penalty: 3342.536621
	Iteration 12Q: 3 clusters Score -3032399 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3033053.000000 Penalty: 3342.536621
	Iteration 13Q: 3 clusters Score -3033053 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3033507.500000 Penalty: 3342.536621
	Iteration 14Q: 3 clusters Score -3033508 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3033849.500000 Penalty: 3342.536621
	Iteration 15Q: 3 clusters Score -3033850 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3034172.000000 Penalty: 3342.536621
	Iteration 16Q: 3 clusters Score -3034172 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3034440.250000 Penalty: 3342.536621
	Iteration 17Q: 3 clusters Score -3034440 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3034703.000000 Penalty: 3342.536621
	Iteration 18Q: 3 clusters Score -3034703 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3034963.500000 Penalty: 3342.536621
	Iteration 19Q: 3 clusters Score -3034964 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3035174.500000 Penalty: 3342.536621
	Iteration 20F: 3 clusters Score -3035174 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3035369.500000 Penalty: 3342.536621
	Iteration 21Q: 3 clusters Score -3035370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3035539.000000 Penalty: 3342.536621
	Iteration 22Q: 3 clusters Score -3035539 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3035643.750000 Penalty: 3342.536621
	Iteration 23Q: 3 clusters Score -3035644 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3035739.500000 Penalty: 3342.536621
	Iteration 24Q: 3 clusters Score -3035740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3035798.500000 Penalty: 3342.536621
	Iteration 25Q: 3 clusters Score -3035798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3035837.250000 Penalty: 3342.536621
	Iteration 26Q: 3 clusters Score -3035837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3035869.500000 Penalty: 3342.536621
	Iteration 27Q: 3 clusters Score -3035870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3035904.250000 Penalty: 3342.536621
	Iteration 28Q: 3 clusters Score -3035904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3035920.750000 Penalty: 3342.536621
	Iteration 29Q: 3 clusters Score -3035921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3035939.250000 Penalty: 3342.536621
	Iteration 30Q: 3 clusters Score -3035939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3035962.250000 Penalty: 3342.536621
	Iteration 31Q: 3 clusters Score -3035962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3035972.750000 Penalty: 3342.536621
	Iteration 32Q: 3 clusters Score -3035973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3035983.250000 Penalty: 3342.536621
	Iteration 33Q: 3 clusters Score -3035983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3035985.250000 Penalty: 3342.536621
	Iteration 34Q: 3 clusters Score -3035985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3035991.500000 Penalty: 3342.536621
	Iteration 35Q: 3 clusters Score -3035992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3035990.250000 Penalty: 3342.536621
	Iteration 36Q: 3 clusters Score -3035990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3035990.250000 Penalty: 3342.536621
	Iteration 37Q: 3 clusters Score -3035990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3035993.250000 Penalty: 3342.536621
	Iteration 38Q: 3 clusters Score -3035993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3035992.500000 Penalty: 3342.536621
	Iteration 39Q: 3 clusters Score -3035992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3035993.000000 Penalty: 3342.536621
	Iteration 40F: 3 clusters Score -3035993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -291498.406250 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -291498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -288641.750000 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -288641.8 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -289638.000000 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -289638 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -290003.843750 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -290003.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -290289.437500 Penalty: 2635.595947
	Iteration 3F: 3 clusters Score -290289.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -290499.937500 Penalty: 2635.595947
	Iteration 4F: 3 clusters Score -290499.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -290722.031250 Penalty: 2635.595947
	Iteration 5F: 3 clusters Score -290722 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -290905.593750 Penalty: 2635.595947
	Iteration 6F: 3 clusters Score -290905.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291035.968750 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -291036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -291124.906250 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -291124.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -291205.000000 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -291205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -291261.656250 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -291261.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -291318.625000 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -291318.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -291390.000000 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -291390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -291469.468750 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -291469.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -291540.093750 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -291540.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291593.218750 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -291593.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -291641.562500 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -291641.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -291696.187500 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -291696.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -291741.812500 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -291741.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -291771.781250 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -291771.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -291794.562500 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -291794.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291820.562500 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -291820.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -291855.718750 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -291855.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -291908.093750 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -291908.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -291942.781250 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -291942.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291975.687500 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -291975.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -291999.937500 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -291999.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -292017.218750 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -292017.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -292026.593750 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -292026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -292034.031250 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -292034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -292045.312500 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -292045.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -292056.687500 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -292056.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -292067.343750 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -292067.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -292073.312500 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -292073.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -292077.187500 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -292077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -292079.812500 Penalty: 2635.595947
	Iteration 35Q: 3 clusters Score -292079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -292081.843750 Penalty: 2635.595947
	Iteration 36Q: 3 clusters Score -292081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -292083.156250 Penalty: 2635.595947
	Iteration 37Q: 3 clusters Score -292083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292087.656250 Penalty: 2635.595947
	Iteration 38Q: 3 clusters Score -292087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -292088.500000 Penalty: 2635.595947
	Iteration 39Q: 3 clusters Score -292088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -292089.718750 Penalty: 2635.595947
	Iteration 40F: 3 clusters Score -292089.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -292090.062500 Penalty: 2635.595947
	Iteration 41Q: 3 clusters Score -292090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292090.437500 Penalty: 2635.595947
	Iteration 42Q: 3 clusters Score -292090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -292090.937500 Penalty: 2635.595947
	Iteration 43Q: 3 clusters Score -292090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292091.187500 Penalty: 2635.595947
	Iteration 44Q: 3 clusters Score -292091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -292091.281250 Penalty: 2635.595947
	Iteration 45Q: 3 clusters Score -292091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292091.187500 Penalty: 2635.595947
	Iteration 46Q: 3 clusters Score -292091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -292091.187500 Penalty: 2635.595947
	Iteration 47F: 3 clusters Score -292091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1370 members 
Entering Unmasked Estep 
Score: -154069616.000000 Penalty: 106475.343750
Splitting cluster 37 changes total score from -154069904.000000 to -154069616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Entering Unmasked Estep 
Score: -2104880.250000 Penalty: 1609.463013
	Iteration 0F: 2 clusters Score -2104880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2091202.625000 Penalty: 3218.926025
	Iteration 0F: 3 clusters Score -2091203 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2096230.125000 Penalty: 3218.926025
	Iteration 1F: 3 clusters Score -2096230 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2096640.750000 Penalty: 3218.926025
	Iteration 2F: 3 clusters Score -2096641 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2097007.125000 Penalty: 3218.926025
	Iteration 3Q: 3 clusters Score -2097007 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2097414.250000 Penalty: 3218.926025
	Iteration 4Q: 3 clusters Score -2097414 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2097850.750000 Penalty: 3218.926025
	Iteration 5Q: 3 clusters Score -2097851 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2098293.500000 Penalty: 3218.926025
	Iteration 6Q: 3 clusters Score -2098294 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2098791.000000 Penalty: 3218.926025
	Iteration 7Q: 3 clusters Score -2098791 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2099348.000000 Penalty: 3218.926025
	Iteration 8Q: 3 clusters Score -2099348 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2099939.750000 Penalty: 3218.926025
	Iteration 9Q: 3 clusters Score -2099940 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2100528.500000 Penalty: 3218.926025
	Iteration 10Q: 3 clusters Score -2100528 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2101051.000000 Penalty: 3218.926025
	Iteration 11Q: 3 clusters Score -2101051 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2101445.000000 Penalty: 3218.926025
	Iteration 12Q: 3 clusters Score -2101445 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2101734.000000 Penalty: 3218.926025
	Iteration 13Q: 3 clusters Score -2101734 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2101936.750000 Penalty: 3218.926025
	Iteration 14Q: 3 clusters Score -2101937 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2102090.750000 Penalty: 3218.926025
	Iteration 15Q: 3 clusters Score -2102091 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2102217.000000 Penalty: 3218.926025
	Iteration 16Q: 3 clusters Score -2102217 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2102332.250000 Penalty: 3218.926025
	Iteration 17Q: 3 clusters Score -2102332 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2102437.750000 Penalty: 3218.926025
	Iteration 18Q: 3 clusters Score -2102438 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2102522.000000 Penalty: 3218.926025
	Iteration 19Q: 3 clusters Score -2102522 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2102590.500000 Penalty: 3218.926025
	Iteration 20F: 3 clusters Score -2102590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2102660.250000 Penalty: 3218.926025
	Iteration 21Q: 3 clusters Score -2102660 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2102732.250000 Penalty: 3218.926025
	Iteration 22Q: 3 clusters Score -2102732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2102796.250000 Penalty: 3218.926025
	Iteration 23Q: 3 clusters Score -2102796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2102862.750000 Penalty: 3218.926025
	Iteration 24Q: 3 clusters Score -2102863 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2102936.250000 Penalty: 3218.926025
	Iteration 25Q: 3 clusters Score -2102936 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2103012.750000 Penalty: 3218.926025
	Iteration 26Q: 3 clusters Score -2103013 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2103065.000000 Penalty: 3218.926025
	Iteration 27Q: 3 clusters Score -2103065 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2103122.750000 Penalty: 3218.926025
	Iteration 28Q: 3 clusters Score -2103123 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2103181.250000 Penalty: 3218.926025
	Iteration 29Q: 3 clusters Score -2103181 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2103224.250000 Penalty: 3218.926025
	Iteration 30Q: 3 clusters Score -2103224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2103265.500000 Penalty: 3218.926025
	Iteration 31Q: 3 clusters Score -2103266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2103289.500000 Penalty: 3218.926025
	Iteration 32Q: 3 clusters Score -2103290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2103313.500000 Penalty: 3218.926025
	Iteration 33Q: 3 clusters Score -2103314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2103340.750000 Penalty: 3218.926025
	Iteration 34Q: 3 clusters Score -2103341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2103353.250000 Penalty: 3218.926025
	Iteration 35Q: 3 clusters Score -2103353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2103370.750000 Penalty: 3218.926025
	Iteration 36Q: 3 clusters Score -2103371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2103385.500000 Penalty: 3218.926025
	Iteration 37Q: 3 clusters Score -2103386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2103402.000000 Penalty: 3218.926025
	Iteration 38Q: 3 clusters Score -2103402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2103419.250000 Penalty: 3218.926025
	Iteration 39Q: 3 clusters Score -2103419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2103433.000000 Penalty: 3218.926025
	Iteration 40F: 3 clusters Score -2103433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2103445.500000 Penalty: 3218.926025
	Iteration 41Q: 3 clusters Score -2103446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2103465.000000 Penalty: 3218.926025
	Iteration 42Q: 3 clusters Score -2103465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2103485.250000 Penalty: 3218.926025
	Iteration 43Q: 3 clusters Score -2103485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2103501.250000 Penalty: 3218.926025
	Iteration 44Q: 3 clusters Score -2103501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2103512.750000 Penalty: 3218.926025
	Iteration 45Q: 3 clusters Score -2103513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2103522.250000 Penalty: 3218.926025
	Iteration 46Q: 3 clusters Score -2103522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2103533.500000 Penalty: 3218.926025
	Iteration 47Q: 3 clusters Score -2103534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2103535.250000 Penalty: 3218.926025
	Iteration 48Q: 3 clusters Score -2103535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2103538.750000 Penalty: 3218.926025
	Iteration 49Q: 3 clusters Score -2103539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2103543.500000 Penalty: 3218.926025
	Iteration 50Q: 3 clusters Score -2103544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2103545.000000 Penalty: 3218.926025
	Iteration 51Q: 3 clusters Score -2103545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2103544.250000 Penalty: 3218.926025
	Iteration 52Q: 3 clusters Score -2103544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2103544.750000 Penalty: 3218.926025
	Iteration 53Q: 3 clusters Score -2103545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2103544.750000 Penalty: 3218.926025
	Iteration 54F: 3 clusters Score -2103545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -325858.250000 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -325858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -322954.625000 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -322954.6 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -323832.656250 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -323832.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -324255.906250 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -324255.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -324802.812500 Penalty: 2641.502441
	Iteration 3F: 3 clusters Score -324802.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -325342.125000 Penalty: 2641.502441
	Iteration 4F: 3 clusters Score -325342.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -325680.312500 Penalty: 2641.502441
	Iteration 5F: 3 clusters Score -325680.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -325841.406250 Penalty: 2641.502441
	Iteration 6Q: 3 clusters Score -325841.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -325919.500000 Penalty: 2641.502441
	Iteration 7Q: 3 clusters Score -325919.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -325957.781250 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -325957.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -325978.781250 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -325978.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -325990.875000 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -325990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325998.562500 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -325998.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -326005.312500 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -326005.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -326011.375000 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -326011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -326016.500000 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -326016.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -326020.875000 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -326020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -326026.281250 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -326026.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -326027.718750 Penalty: 2641.502441
	Iteration 17Q: 3 clusters Score -326027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -326028.312500 Penalty: 2641.502441
	Iteration 18Q: 3 clusters Score -326028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -326028.906250 Penalty: 2641.502441
	Iteration 19Q: 3 clusters Score -326028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -326029.343750 Penalty: 2641.502441
	Iteration 20F: 3 clusters Score -326029.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -326029.843750 Penalty: 2641.502441
	Iteration 21Q: 3 clusters Score -326029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326031.625000 Penalty: 2641.502441
	Iteration 22Q: 3 clusters Score -326031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -326033.218750 Penalty: 2641.502441
	Iteration 23Q: 3 clusters Score -326033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -326036.062500 Penalty: 2641.502441
	Iteration 24Q: 3 clusters Score -326036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326037.875000 Penalty: 2641.502441
	Iteration 25Q: 3 clusters Score -326037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -326038.687500 Penalty: 2641.502441
	Iteration 26Q: 3 clusters Score -326038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -326040.500000 Penalty: 2641.502441
	Iteration 27Q: 3 clusters Score -326040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -326042.000000 Penalty: 2641.502441
	Iteration 28Q: 3 clusters Score -326042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -326041.843750 Penalty: 2641.502441
	Iteration 29Q: 3 clusters Score -326041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -326042.281250 Penalty: 2641.502441
	Iteration 30Q: 3 clusters Score -326042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -326042.343750 Penalty: 2641.502441
	Iteration 31Q: 3 clusters Score -326042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -326042.593750 Penalty: 2641.502441
	Iteration 32Q: 3 clusters Score -326042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -326042.656250 Penalty: 2641.502441
	Iteration 33Q: 3 clusters Score -326042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -326042.687500 Penalty: 2641.502441
	Iteration 34Q: 3 clusters Score -326042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -326043.656250 Penalty: 2641.502441
	Iteration 35Q: 3 clusters Score -326043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -326043.906250 Penalty: 2641.502441
	Iteration 36Q: 3 clusters Score -326043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -326044.593750 Penalty: 2641.502441
	Iteration 37Q: 3 clusters Score -326044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -326045.312500 Penalty: 2641.502441
	Iteration 38Q: 3 clusters Score -326045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -326045.218750 Penalty: 2641.502441
	Iteration 39Q: 3 clusters Score -326045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -326045.343750 Penalty: 2641.502441
	Iteration 40F: 3 clusters Score -326045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -326045.968750 Penalty: 2641.502441
	Iteration 41Q: 3 clusters Score -326046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -326045.968750 Penalty: 2641.502441
	Iteration 42F: 3 clusters Score -326046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 1863 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1524 members 
Entering Unmasked Estep 
Score: -154068224.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154069904.000000 to -154068224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -423372.375000 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -423372.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -419715.656250 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -419715.7 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -420723.593750 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -420723.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -420969.843750 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -420969.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -421182.937500 Penalty: 2730.433105
	Iteration 3F: 3 clusters Score -421182.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -421387.906250 Penalty: 2730.433105
	Iteration 4F: 3 clusters Score -421387.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -421617.937500 Penalty: 2730.433105
	Iteration 5F: 3 clusters Score -421617.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -421836.000000 Penalty: 2730.433105
	Iteration 6F: 3 clusters Score -421836 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -422017.156250 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -422017.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -422171.468750 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -422171.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -422289.468750 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -422289.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -422388.875000 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -422388.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -422481.218750 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -422481.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -422570.906250 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -422570.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -422657.250000 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -422657.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -422718.187500 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -422718.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -422759.406250 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -422759.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -422801.875000 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -422801.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -422839.437500 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -422839.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -422867.125000 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -422867.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -422896.875000 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -422896.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -422930.093750 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -422930.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -422970.062500 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -422970.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423037.687500 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -423037.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -423115.875000 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -423115.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -423194.281250 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -423194.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -423288.906250 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -423288.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -423408.812500 Penalty: 2730.433105
	Iteration 26Q: 3 clusters Score -423408.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -423543.718750 Penalty: 2730.433105
	Iteration 27Q: 3 clusters Score -423543.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423657.406250 Penalty: 2730.433105
	Iteration 28Q: 3 clusters Score -423657.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -423694.687500 Penalty: 2730.433105
	Iteration 29Q: 3 clusters Score -423694.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -423706.312500 Penalty: 2730.433105
	Iteration 30Q: 3 clusters Score -423706.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -423713.343750 Penalty: 2730.433105
	Iteration 31Q: 3 clusters Score -423713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -423717.250000 Penalty: 2730.433105
	Iteration 32Q: 3 clusters Score -423717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423717.843750 Penalty: 2730.433105
	Iteration 33Q: 3 clusters Score -423717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423718.750000 Penalty: 2730.433105
	Iteration 34Q: 3 clusters Score -423718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -423718.687500 Penalty: 2730.433105
	Iteration 35Q: 3 clusters Score -423718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423718.500000 Penalty: 2730.433105
	Iteration 36Q: 3 clusters Score -423718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423719.375000 Penalty: 2730.433105
	Iteration 37Q: 3 clusters Score -423719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423719.375000 Penalty: 2730.433105
	Iteration 38F: 3 clusters Score -423719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 2953 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1500 members 
Entering Unmasked Estep 
Score: -154069136.000000 Penalty: 106475.343750
Splitting cluster 40 changes total score from -154069904.000000 to -154069136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -290230.125000 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -290230.1 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 1451 members 
Entering Unmasked Estep 
Score: -287532.187500 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -287532.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -288363.718750 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -288363.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -288681.718750 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -288681.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288941.062500 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -288941.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289153.812500 Penalty: 2594.285156
	Iteration 4F: 3 clusters Score -289153.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -289333.687500 Penalty: 2594.285156
	Iteration 5F: 3 clusters Score -289333.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -289453.968750 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -289454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -289512.281250 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -289512.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -289537.750000 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -289537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -289555.687500 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -289555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -289569.937500 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -289569.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -289583.937500 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -289583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -289592.406250 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -289592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -289597.968750 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -289598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -289599.437500 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -289599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -289600.031250 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -289600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -289600.468750 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -289600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -289601.312500 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -289601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -289602.593750 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -289602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -289603.000000 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -289603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -289603.781250 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -289603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -289604.468750 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -289604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -289604.656250 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -289604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -289604.656250 Penalty: 2594.285156
	Iteration 23F: 3 clusters Score -289604.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -985085.437500 Penalty: 1490.334229
	Iteration 0F: 2 clusters Score -985085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -978251.812500 Penalty: 2980.668457
	Iteration 0F: 3 clusters Score -978251.8 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -980643.812500 Penalty: 2980.668457
	Iteration 1F: 3 clusters Score -980643.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -980963.187500 Penalty: 2980.668457
	Iteration 2F: 3 clusters Score -980963.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -981263.062500 Penalty: 2980.668457
	Iteration 3F: 3 clusters Score -981263.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -981584.187500 Penalty: 2980.668457
	Iteration 4F: 3 clusters Score -981584.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -981959.375000 Penalty: 2980.668457
	Iteration 5F: 3 clusters Score -981959.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -982353.937500 Penalty: 2980.668457
	Iteration 6F: 3 clusters Score -982353.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -982734.125000 Penalty: 2980.668457
	Iteration 7F: 3 clusters Score -982734.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -983051.000000 Penalty: 2980.668457
	Iteration 8Q: 3 clusters Score -983051 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -983323.062500 Penalty: 2980.668457
	Iteration 9Q: 3 clusters Score -983323.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -983501.437500 Penalty: 2980.668457
	Iteration 10Q: 3 clusters Score -983501.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -983633.125000 Penalty: 2980.668457
	Iteration 11Q: 3 clusters Score -983633.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -983714.125000 Penalty: 2980.668457
	Iteration 12Q: 3 clusters Score -983714.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -983778.750000 Penalty: 2980.668457
	Iteration 13Q: 3 clusters Score -983778.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -983811.687500 Penalty: 2980.668457
	Iteration 14Q: 3 clusters Score -983811.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -983830.187500 Penalty: 2980.668457
	Iteration 15Q: 3 clusters Score -983830.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -983843.875000 Penalty: 2980.668457
	Iteration 16Q: 3 clusters Score -983843.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -983855.062500 Penalty: 2980.668457
	Iteration 17Q: 3 clusters Score -983855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -983866.500000 Penalty: 2980.668457
	Iteration 18Q: 3 clusters Score -983866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -983872.125000 Penalty: 2980.668457
	Iteration 19Q: 3 clusters Score -983872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -983874.125000 Penalty: 2980.668457
	Iteration 20F: 3 clusters Score -983874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -983876.250000 Penalty: 2980.668457
	Iteration 21Q: 3 clusters Score -983876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -983879.250000 Penalty: 2980.668457
	Iteration 22Q: 3 clusters Score -983879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -983884.250000 Penalty: 2980.668457
	Iteration 23Q: 3 clusters Score -983884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -983886.875000 Penalty: 2980.668457
	Iteration 24Q: 3 clusters Score -983886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -983887.437500 Penalty: 2980.668457
	Iteration 25Q: 3 clusters Score -983887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -983887.437500 Penalty: 2980.668457
	Iteration 26F: 3 clusters Score -983887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Entering Unmasked Estep 
Score: -853139.000000 Penalty: 1469.177612
	Iteration 0F: 2 clusters Score -853139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -846990.187500 Penalty: 2938.355225
	Iteration 0F: 3 clusters Score -846990.2 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -849147.937500 Penalty: 2938.355225
	Iteration 1F: 3 clusters Score -849147.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -849718.250000 Penalty: 2938.355225
	Iteration 2F: 3 clusters Score -849718.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -850293.750000 Penalty: 2938.355225
	Iteration 3F: 3 clusters Score -850293.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -850815.750000 Penalty: 2938.355225
	Iteration 4F: 3 clusters Score -850815.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -851285.062500 Penalty: 2938.355225
	Iteration 5F: 3 clusters Score -851285.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -851631.375000 Penalty: 2938.355225
	Iteration 6F: 3 clusters Score -851631.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -851857.125000 Penalty: 2938.355225
	Iteration 7Q: 3 clusters Score -851857.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -852029.000000 Penalty: 2938.355225
	Iteration 8Q: 3 clusters Score -852029 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -852189.250000 Penalty: 2938.355225
	Iteration 9Q: 3 clusters Score -852189.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -852341.687500 Penalty: 2938.355225
	Iteration 10Q: 3 clusters Score -852341.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -852481.937500 Penalty: 2938.355225
	Iteration 11Q: 3 clusters Score -852481.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -852560.812500 Penalty: 2938.355225
	Iteration 12Q: 3 clusters Score -852560.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -852619.375000 Penalty: 2938.355225
	Iteration 13Q: 3 clusters Score -852619.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -852663.312500 Penalty: 2938.355225
	Iteration 14Q: 3 clusters Score -852663.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -852695.375000 Penalty: 2938.355225
	Iteration 15Q: 3 clusters Score -852695.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -852710.937500 Penalty: 2938.355225
	Iteration 16Q: 3 clusters Score -852710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -852722.062500 Penalty: 2938.355225
	Iteration 17Q: 3 clusters Score -852722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -852727.750000 Penalty: 2938.355225
	Iteration 18Q: 3 clusters Score -852727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -852731.625000 Penalty: 2938.355225
	Iteration 19Q: 3 clusters Score -852731.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -852737.625000 Penalty: 2938.355225
	Iteration 20F: 3 clusters Score -852737.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -852739.187500 Penalty: 2938.355225
	Iteration 21Q: 3 clusters Score -852739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -852743.875000 Penalty: 2938.355225
	Iteration 22Q: 3 clusters Score -852743.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -852746.375000 Penalty: 2938.355225
	Iteration 23Q: 3 clusters Score -852746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -852747.875000 Penalty: 2938.355225
	Iteration 24Q: 3 clusters Score -852747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -852748.187500 Penalty: 2938.355225
	Iteration 25Q: 3 clusters Score -852748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -852749.562500 Penalty: 2938.355225
	Iteration 26Q: 3 clusters Score -852749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -852749.562500 Penalty: 2938.355225
	Iteration 27F: 3 clusters Score -852749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -1013677.562500 Penalty: 1490.739380
	Iteration 0F: 2 clusters Score -1013678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1006761.625000 Penalty: 2981.478760
	Iteration 0F: 3 clusters Score -1006762 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1008941.312500 Penalty: 2981.478760
	Iteration 1F: 3 clusters Score -1008941 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1009161.312500 Penalty: 2981.478760
	Iteration 2F: 3 clusters Score -1009161 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1009338.812500 Penalty: 2981.478760
	Iteration 3Q: 3 clusters Score -1009339 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1009452.062500 Penalty: 2981.478760
	Iteration 4Q: 3 clusters Score -1009452 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1009570.500000 Penalty: 2981.478760
	Iteration 5Q: 3 clusters Score -1009570 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1009711.750000 Penalty: 2981.478760
	Iteration 6Q: 3 clusters Score -1009712 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1009874.500000 Penalty: 2981.478760
	Iteration 7Q: 3 clusters Score -1009874 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1010113.312500 Penalty: 2981.478760
	Iteration 8Q: 3 clusters Score -1010113 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1010451.187500 Penalty: 2981.478760
	Iteration 9F: 3 clusters Score -1010451 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1010860.812500 Penalty: 2981.478760
	Iteration 10F: 3 clusters Score -1010861 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1011282.937500 Penalty: 2981.478760
	Iteration 11F: 3 clusters Score -1011283 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1011696.062500 Penalty: 2981.478760
	Iteration 12Q: 3 clusters Score -1011696 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1011991.062500 Penalty: 2981.478760
	Iteration 13Q: 3 clusters Score -1011991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1012158.562500 Penalty: 2981.478760
	Iteration 14Q: 3 clusters Score -1012159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1012247.000000 Penalty: 2981.478760
	Iteration 15Q: 3 clusters Score -1012247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1012295.687500 Penalty: 2981.478760
	Iteration 16Q: 3 clusters Score -1012296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1012328.375000 Penalty: 2981.478760
	Iteration 17Q: 3 clusters Score -1012328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1012341.375000 Penalty: 2981.478760
	Iteration 18Q: 3 clusters Score -1012341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1012352.375000 Penalty: 2981.478760
	Iteration 19Q: 3 clusters Score -1012352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1012361.375000 Penalty: 2981.478760
	Iteration 20F: 3 clusters Score -1012361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1012365.937500 Penalty: 2981.478760
	Iteration 21Q: 3 clusters Score -1012366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1012367.250000 Penalty: 2981.478760
	Iteration 22Q: 3 clusters Score -1012367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1012367.250000 Penalty: 2981.478760
	Iteration 23F: 3 clusters Score -1012367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Entering Unmasked Estep 
Score: -763210.312500 Penalty: 1452.404663
	Iteration 0F: 2 clusters Score -763210.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -757642.437500 Penalty: 2904.809326
	Iteration 0F: 3 clusters Score -757642.4 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -759386.312500 Penalty: 2904.809326
	Iteration 1F: 3 clusters Score -759386.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -759597.875000 Penalty: 2904.809326
	Iteration 2F: 3 clusters Score -759597.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -759785.687500 Penalty: 2904.809326
	Iteration 3Q: 3 clusters Score -759785.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -759963.437500 Penalty: 2904.809326
	Iteration 4Q: 3 clusters Score -759963.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -760159.125000 Penalty: 2904.809326
	Iteration 5Q: 3 clusters Score -760159.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -760394.937500 Penalty: 2904.809326
	Iteration 6Q: 3 clusters Score -760394.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -760666.312500 Penalty: 2904.809326
	Iteration 7F: 3 clusters Score -760666.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -761000.000000 Penalty: 2904.809326
	Iteration 8F: 3 clusters Score -761000 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -761258.062500 Penalty: 2904.809326
	Iteration 9Q: 3 clusters Score -761258.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -761453.125000 Penalty: 2904.809326
	Iteration 10Q: 3 clusters Score -761453.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -761608.625000 Penalty: 2904.809326
	Iteration 11Q: 3 clusters Score -761608.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -761750.812500 Penalty: 2904.809326
	Iteration 12Q: 3 clusters Score -761750.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -761841.500000 Penalty: 2904.809326
	Iteration 13Q: 3 clusters Score -761841.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -761905.687500 Penalty: 2904.809326
	Iteration 14Q: 3 clusters Score -761905.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -761951.000000 Penalty: 2904.809326
	Iteration 15Q: 3 clusters Score -761951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -761993.250000 Penalty: 2904.809326
	Iteration 16Q: 3 clusters Score -761993.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -762024.625000 Penalty: 2904.809326
	Iteration 17Q: 3 clusters Score -762024.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -762045.062500 Penalty: 2904.809326
	Iteration 18Q: 3 clusters Score -762045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -762053.687500 Penalty: 2904.809326
	Iteration 19Q: 3 clusters Score -762053.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -762063.562500 Penalty: 2904.809326
	Iteration 20F: 3 clusters Score -762063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -762069.687500 Penalty: 2904.809326
	Iteration 21Q: 3 clusters Score -762069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -762070.812500 Penalty: 2904.809326
	Iteration 22Q: 3 clusters Score -762070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -762069.625000 Penalty: 2904.809326
	Iteration 23Q: 3 clusters Score -762069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -762071.250000 Penalty: 2904.809326
	Iteration 24Q: 3 clusters Score -762071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -762073.937500 Penalty: 2904.809326
	Iteration 25Q: 3 clusters Score -762073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -762077.187500 Penalty: 2904.809326
	Iteration 26Q: 3 clusters Score -762077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -762077.687500 Penalty: 2904.809326
	Iteration 27Q: 3 clusters Score -762077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -762078.187500 Penalty: 2904.809326
	Iteration 28Q: 3 clusters Score -762078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -762078.187500 Penalty: 2904.809326
	Iteration 29F: 3 clusters Score -762078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26672 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71335 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120975 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 180620 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94588 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103770 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2736 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41121 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8443 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 359Q: 46 clusters Score -1.540699e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26671 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71336 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91662 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120977 members 
Mstep: Class 14 contains 69030 members 
Mstep: Class 15 contains 180616 members 
Mstep: Class 16 contains 96597 members 
Mstep: Class 17 contains 94592 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23130 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16432 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17580 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103769 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41122 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20018 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9642 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069776.000000 Penalty: 104160.664062
Iteration 360F: 46 clusters Score -1.540698e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26670 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71334 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120983 members 
Mstep: Class 14 contains 69027 members 
Mstep: Class 15 contains 180617 members 
Mstep: Class 16 contains 96600 members 
Mstep: Class 17 contains 94594 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7773 members 
Mstep: Class 22 contains 23131 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17579 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29485 members 
Mstep: Class 29 contains 103768 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41123 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20016 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9643 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069776.000000 Penalty: 104160.664062
Iteration 361Q: 46 clusters Score -1.540698e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26671 members 
Mstep: Class 4 contains 14925 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71333 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120983 members 
Mstep: Class 14 contains 69025 members 
Mstep: Class 15 contains 180617 members 
Mstep: Class 16 contains 96599 members 
Mstep: Class 17 contains 94593 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 23133 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16428 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17578 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29487 members 
Mstep: Class 29 contains 103766 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41123 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069744.000000 Penalty: 104160.664062
Iteration 362Q: 46 clusters Score -1.540697e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26670 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71331 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120982 members 
Mstep: Class 14 contains 69024 members 
Mstep: Class 15 contains 180615 members 
Mstep: Class 16 contains 96596 members 
Mstep: Class 17 contains 94592 members 
Mstep: Class 18 contains 11421 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 23136 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16429 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17577 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29491 members 
Mstep: Class 29 contains 103766 members 
Mstep: Class 30 contains 32737 members 
Mstep: Class 31 contains 8910 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41124 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20014 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069664.000000 Penalty: 104160.664062
Iteration 363Q: 46 clusters Score -1.540697e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26668 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71331 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91661 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120984 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180614 members 
Mstep: Class 16 contains 96592 members 
Mstep: Class 17 contains 94593 members 
Mstep: Class 18 contains 11421 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 23138 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16427 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17578 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29492 members 
Mstep: Class 29 contains 103765 members 
Mstep: Class 30 contains 32738 members 
Mstep: Class 31 contains 8910 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41125 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9648 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069712.000000 Penalty: 104160.664062
Iteration 364Q: 46 clusters Score -1.540697e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26666 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71330 members 
Mstep: Class 7 contains 35377 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91660 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120987 members 
Mstep: Class 14 contains 69022 members 
Mstep: Class 15 contains 180611 members 
Mstep: Class 16 contains 96591 members 
Mstep: Class 17 contains 94592 members 
Mstep: Class 18 contains 11420 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 23141 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17575 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29492 members 
Mstep: Class 29 contains 103764 members 
Mstep: Class 30 contains 32740 members 
Mstep: Class 31 contains 8910 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41128 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9652 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069808.000000 Penalty: 104160.664062
Iteration 365Q: 46 clusters Score -1.540698e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26664 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71330 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91657 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120988 members 
Mstep: Class 14 contains 69022 members 
Mstep: Class 15 contains 180611 members 
Mstep: Class 16 contains 96592 members 
Mstep: Class 17 contains 94595 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 23142 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17574 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29491 members 
Mstep: Class 29 contains 103763 members 
Mstep: Class 30 contains 32742 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41130 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 366Q: 46 clusters Score -1.540699e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26660 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71329 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91655 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120991 members 
Mstep: Class 14 contains 69022 members 
Mstep: Class 15 contains 180610 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94594 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9792 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 23143 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16424 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17572 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29491 members 
Mstep: Class 29 contains 103762 members 
Mstep: Class 30 contains 32744 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41131 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069824.000000 Penalty: 104160.664062
Iteration 367Q: 46 clusters Score -1.540698e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26659 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71328 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91654 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120994 members 
Mstep: Class 14 contains 69022 members 
Mstep: Class 15 contains 180609 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94592 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 23145 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29491 members 
Mstep: Class 29 contains 103761 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41132 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4453 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 368Q: 46 clusters Score -1.540699e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26658 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91653 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120995 members 
Mstep: Class 14 contains 69022 members 
Mstep: Class 15 contains 180608 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94593 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 23146 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16423 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29489 members 
Mstep: Class 29 contains 103761 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41132 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3327 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 369Q: 46 clusters Score -1.540699e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26655 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91653 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 120996 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180607 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94595 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7770 members 
Mstep: Class 22 contains 23147 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16421 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17571 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103760 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069920.000000 Penalty: 104160.664062
Iteration 370Q: 46 clusters Score -1.540699e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91653 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121000 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94598 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23148 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16417 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103760 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41136 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 371Q: 46 clusters Score -1.540699e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91653 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121003 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180605 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94602 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103759 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069936.000000 Penalty: 104160.664062
Iteration 372Q: 46 clusters Score -1.540699e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91655 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121006 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180604 members 
Mstep: Class 16 contains 96594 members 
Mstep: Class 17 contains 94602 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103759 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069968.000000 Penalty: 104160.664062
Iteration 373Q: 46 clusters Score -1.5407e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91655 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180605 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94601 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103759 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069968.000000 Penalty: 104160.664062
Iteration 374Q: 46 clusters Score -1.5407e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91655 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94599 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103757 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069920.000000 Penalty: 104160.664062
Iteration 375Q: 46 clusters Score -1.540699e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91655 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180605 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94600 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103756 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 376Q: 46 clusters Score -1.540699e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91654 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180605 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94597 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103756 members 
Mstep: Class 30 contains 32745 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069888.000000 Penalty: 104160.664062
Iteration 377Q: 46 clusters Score -1.540699e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91653 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180604 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94595 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32746 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 378Q: 46 clusters Score -1.540699e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91652 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82402 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180604 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94596 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32746 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 379Q: 46 clusters Score -1.540699e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91650 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180604 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94596 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32746 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 380F: 46 clusters Score -1.540699e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91649 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180605 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94596 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32746 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069856.000000 Penalty: 104160.664062
Iteration 381Q: 46 clusters Score -1.540699e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91648 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94597 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32747 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069840.000000 Penalty: 104160.664062
Iteration 382Q: 46 clusters Score -1.540698e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91646 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94599 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32748 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069888.000000 Penalty: 104160.664062
Iteration 383Q: 46 clusters Score -1.540699e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91646 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94600 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32748 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 384Q: 46 clusters Score -1.540699e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91646 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180607 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94602 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32748 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 385Q: 46 clusters Score -1.540699e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91646 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180607 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94603 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32748 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069904.000000 Penalty: 104160.664062
Iteration 386Q: 46 clusters Score -1.540699e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91645 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180607 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94602 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32748 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 387Q: 46 clusters Score -1.540699e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91645 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94599 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103755 members 
Mstep: Class 30 contains 32748 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069888.000000 Penalty: 104160.664062
Iteration 388Q: 46 clusters Score -1.540699e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91645 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180606 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94595 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32749 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069872.000000 Penalty: 104160.664062
Iteration 389Q: 46 clusters Score -1.540699e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91645 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180604 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32751 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069808.000000 Penalty: 104160.664062
Iteration 390Q: 46 clusters Score -1.540698e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94589 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069808.000000 Penalty: 104160.664062
Iteration 391Q: 46 clusters Score -1.540698e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069808.000000 Penalty: 104160.664062
Iteration 392Q: 46 clusters Score -1.540698e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069808.000000 Penalty: 104160.664062
Iteration 393F: 46 clusters Score -1.540698e+08 nChanged 0
Entering ConstructFrom: 
Score: -154069808.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (154963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Entering Unmasked Estep 
Score: -16251455.000000 Penalty: 1942.028076
	Iteration 0F: 2 clusters Score -1.625146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -16151375.000000 Penalty: 3884.056152
	Iteration 0F: 3 clusters Score -1.615138e+07 nChanged 74976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -16196467.000000 Penalty: 3884.056152
	Iteration 1F: 3 clusters Score -1.619647e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -16199395.000000 Penalty: 3884.056152
	Iteration 2Q: 3 clusters Score -1.61994e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -16204500.000000 Penalty: 3884.056152
	Iteration 3F: 3 clusters Score -1.62045e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114691 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -16213587.000000 Penalty: 3884.056152
	Iteration 4F: 3 clusters Score -1.621359e+07 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129231 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -16227023.000000 Penalty: 3884.056152
	Iteration 5F: 3 clusters Score -1.622702e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -16240461.000000 Penalty: 3884.056152
	Iteration 6F: 3 clusters Score -1.624046e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -16247046.000000 Penalty: 3884.056152
	Iteration 7F: 3 clusters Score -1.624705e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153747 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16248882.000000 Penalty: 3884.056152
	Iteration 8Q: 3 clusters Score -1.624888e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16249442.000000 Penalty: 3884.056152
	Iteration 9Q: 3 clusters Score -1.624944e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16249643.000000 Penalty: 3884.056152
	Iteration 10Q: 3 clusters Score -1.624964e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16249691.000000 Penalty: 3884.056152
	Iteration 11Q: 3 clusters Score -1.624969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16249725.000000 Penalty: 3884.056152
	Iteration 12Q: 3 clusters Score -1.624972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16249759.000000 Penalty: 3884.056152
	Iteration 13Q: 3 clusters Score -1.624976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16249768.000000 Penalty: 3884.056152
	Iteration 14Q: 3 clusters Score -1.624977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16249768.000000 Penalty: 3884.056152
	Iteration 15Q: 3 clusters Score -1.624977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16249768.000000 Penalty: 3884.056152
	Iteration 16F: 3 clusters Score -1.624977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Entering Unmasked Estep 
Score: -545064.562500 Penalty: 1414.049805
	Iteration 0F: 2 clusters Score -545064.6 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 3075 members 
Entering Unmasked Estep 
Score: -540530.750000 Penalty: 2828.099609
	Iteration 0F: 3 clusters Score -540530.8 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -542204.625000 Penalty: 2828.099609
	Iteration 1F: 3 clusters Score -542204.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -542641.750000 Penalty: 2828.099609
	Iteration 2F: 3 clusters Score -542641.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -543025.000000 Penalty: 2828.099609
	Iteration 3F: 3 clusters Score -543025 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -543397.437500 Penalty: 2828.099609
	Iteration 4F: 3 clusters Score -543397.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -543749.937500 Penalty: 2828.099609
	Iteration 5F: 3 clusters Score -543749.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -544083.625000 Penalty: 2828.099609
	Iteration 6F: 3 clusters Score -544083.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -544294.312500 Penalty: 2828.099609
	Iteration 7Q: 3 clusters Score -544294.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -544437.000000 Penalty: 2828.099609
	Iteration 8Q: 3 clusters Score -544437 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -544529.687500 Penalty: 2828.099609
	Iteration 9Q: 3 clusters Score -544529.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -544601.062500 Penalty: 2828.099609
	Iteration 10Q: 3 clusters Score -544601.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -544659.687500 Penalty: 2828.099609
	Iteration 11Q: 3 clusters Score -544659.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -544709.187500 Penalty: 2828.099609
	Iteration 12Q: 3 clusters Score -544709.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -544759.000000 Penalty: 2828.099609
	Iteration 13Q: 3 clusters Score -544759 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -544811.500000 Penalty: 2828.099609
	Iteration 14Q: 3 clusters Score -544811.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -544860.000000 Penalty: 2828.099609
	Iteration 15Q: 3 clusters Score -544860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -544906.562500 Penalty: 2828.099609
	Iteration 16Q: 3 clusters Score -544906.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -544937.375000 Penalty: 2828.099609
	Iteration 17Q: 3 clusters Score -544937.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -544956.062500 Penalty: 2828.099609
	Iteration 18Q: 3 clusters Score -544956.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -544971.687500 Penalty: 2828.099609
	Iteration 19Q: 3 clusters Score -544971.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -544989.812500 Penalty: 2828.099609
	Iteration 20F: 3 clusters Score -544989.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -545008.062500 Penalty: 2828.099609
	Iteration 21Q: 3 clusters Score -545008.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -545016.000000 Penalty: 2828.099609
	Iteration 22Q: 3 clusters Score -545016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -545025.187500 Penalty: 2828.099609
	Iteration 23Q: 3 clusters Score -545025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -545032.750000 Penalty: 2828.099609
	Iteration 24Q: 3 clusters Score -545032.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -545036.750000 Penalty: 2828.099609
	Iteration 25Q: 3 clusters Score -545036.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -545038.937500 Penalty: 2828.099609
	Iteration 26Q: 3 clusters Score -545038.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -545043.000000 Penalty: 2828.099609
	Iteration 27Q: 3 clusters Score -545043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -545045.500000 Penalty: 2828.099609
	Iteration 28Q: 3 clusters Score -545045.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -545049.437500 Penalty: 2828.099609
	Iteration 29Q: 3 clusters Score -545049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -545053.375000 Penalty: 2828.099609
	Iteration 30Q: 3 clusters Score -545053.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -545056.125000 Penalty: 2828.099609
	Iteration 31Q: 3 clusters Score -545056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -545058.937500 Penalty: 2828.099609
	Iteration 32Q: 3 clusters Score -545058.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -545059.687500 Penalty: 2828.099609
	Iteration 33Q: 3 clusters Score -545059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -545061.125000 Penalty: 2828.099609
	Iteration 34Q: 3 clusters Score -545061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -545062.062500 Penalty: 2828.099609
	Iteration 35Q: 3 clusters Score -545062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -545061.750000 Penalty: 2828.099609
	Iteration 36Q: 3 clusters Score -545061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -545062.812500 Penalty: 2828.099609
	Iteration 37Q: 3 clusters Score -545062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -545062.937500 Penalty: 2828.099609
	Iteration 38Q: 3 clusters Score -545062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -545062.875000 Penalty: 2828.099609
	Iteration 39Q: 3 clusters Score -545062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -545062.875000 Penalty: 2828.099609
	Iteration 40F: 3 clusters Score -545062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Entering Unmasked Estep 
Score: -2735574.000000 Penalty: 1655.987915
	Iteration 0F: 2 clusters Score -2735574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2717642.000000 Penalty: 3311.975830
	Iteration 0F: 3 clusters Score -2717642 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2724866.750000 Penalty: 3311.975830
	Iteration 1F: 3 clusters Score -2724867 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2725710.750000 Penalty: 3311.975830
	Iteration 2F: 3 clusters Score -2725711 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2726657.750000 Penalty: 3311.975830
	Iteration 3F: 3 clusters Score -2726658 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2727709.500000 Penalty: 3311.975830
	Iteration 4F: 3 clusters Score -2727710 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2728885.750000 Penalty: 3311.975830
	Iteration 5F: 3 clusters Score -2728886 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2730031.250000 Penalty: 3311.975830
	Iteration 6F: 3 clusters Score -2730031 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2731189.750000 Penalty: 3311.975830
	Iteration 7F: 3 clusters Score -2731190 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2732296.000000 Penalty: 3311.975830
	Iteration 8Q: 3 clusters Score -2732296 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2733183.750000 Penalty: 3311.975830
	Iteration 9Q: 3 clusters Score -2733184 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2733688.250000 Penalty: 3311.975830
	Iteration 10Q: 3 clusters Score -2733688 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2733991.250000 Penalty: 3311.975830
	Iteration 11Q: 3 clusters Score -2733991 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2734178.000000 Penalty: 3311.975830
	Iteration 12Q: 3 clusters Score -2734178 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2734300.750000 Penalty: 3311.975830
	Iteration 13Q: 3 clusters Score -2734301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2734389.000000 Penalty: 3311.975830
	Iteration 14Q: 3 clusters Score -2734389 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2734444.750000 Penalty: 3311.975830
	Iteration 15Q: 3 clusters Score -2734445 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2734467.250000 Penalty: 3311.975830
	Iteration 16Q: 3 clusters Score -2734467 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2734496.250000 Penalty: 3311.975830
	Iteration 17Q: 3 clusters Score -2734496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2734550.250000 Penalty: 3311.975830
	Iteration 18Q: 3 clusters Score -2734550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2734563.000000 Penalty: 3311.975830
	Iteration 19Q: 3 clusters Score -2734563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2734582.000000 Penalty: 3311.975830
	Iteration 20F: 3 clusters Score -2734582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2734589.000000 Penalty: 3311.975830
	Iteration 21Q: 3 clusters Score -2734589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2734601.750000 Penalty: 3311.975830
	Iteration 22Q: 3 clusters Score -2734602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2734626.750000 Penalty: 3311.975830
	Iteration 23Q: 3 clusters Score -2734627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2734623.500000 Penalty: 3311.975830
	Iteration 24Q: 3 clusters Score -2734624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2734621.750000 Penalty: 3311.975830
	Iteration 25Q: 3 clusters Score -2734622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2734633.500000 Penalty: 3311.975830
	Iteration 26Q: 3 clusters Score -2734634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2734629.250000 Penalty: 3311.975830
	Iteration 27Q: 3 clusters Score -2734629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2734633.500000 Penalty: 3311.975830
	Iteration 28Q: 3 clusters Score -2734634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2734637.250000 Penalty: 3311.975830
	Iteration 29Q: 3 clusters Score -2734637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2734635.250000 Penalty: 3311.975830
	Iteration 30Q: 3 clusters Score -2734635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2734637.250000 Penalty: 3311.975830
	Iteration 31Q: 3 clusters Score -2734637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2734633.500000 Penalty: 3311.975830
	Iteration 32Q: 3 clusters Score -2734634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2734634.750000 Penalty: 3311.975830
	Iteration 33Q: 3 clusters Score -2734635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2734634.750000 Penalty: 3311.975830
	Iteration 34Q: 3 clusters Score -2734635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2734631.250000 Penalty: 3311.975830
	Iteration 35Q: 3 clusters Score -2734631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2734627.250000 Penalty: 3311.975830
	Iteration 36Q: 3 clusters Score -2734627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2734629.750000 Penalty: 3311.975830
	Iteration 37Q: 3 clusters Score -2734630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2734631.750000 Penalty: 3311.975830
	Iteration 38Q: 3 clusters Score -2734632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2734632.250000 Penalty: 3311.975830
	Iteration 39Q: 3 clusters Score -2734632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2734633.250000 Penalty: 3311.975830
	Iteration 40F: 3 clusters Score -2734633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2734634.250000 Penalty: 3311.975830
	Iteration 41Q: 3 clusters Score -2734634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2734632.500000 Penalty: 3311.975830
	Iteration 42Q: 3 clusters Score -2734632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2734629.750000 Penalty: 3311.975830
	Iteration 43Q: 3 clusters Score -2734630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2734630.250000 Penalty: 3311.975830
	Iteration 44Q: 3 clusters Score -2734630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2734629.500000 Penalty: 3311.975830
	Iteration 45Q: 3 clusters Score -2734630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2734629.500000 Penalty: 3311.975830
	Iteration 46F: 3 clusters Score -2734630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Entering Unmasked Estep 
Score: -1492723.750000 Penalty: 1561.743042
	Iteration 0F: 2 clusters Score -1492724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1482529.750000 Penalty: 3123.486084
	Iteration 0F: 3 clusters Score -1482530 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1486198.125000 Penalty: 3123.486084
	Iteration 1F: 3 clusters Score -1486198 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1486721.125000 Penalty: 3123.486084
	Iteration 2F: 3 clusters Score -1486721 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1487388.250000 Penalty: 3123.486084
	Iteration 3F: 3 clusters Score -1487388 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1488237.500000 Penalty: 3123.486084
	Iteration 4F: 3 clusters Score -1488238 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1489296.750000 Penalty: 3123.486084
	Iteration 5F: 3 clusters Score -1489297 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1490368.000000 Penalty: 3123.486084
	Iteration 6F: 3 clusters Score -1490368 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1491158.500000 Penalty: 3123.486084
	Iteration 7F: 3 clusters Score -1491158 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1491654.375000 Penalty: 3123.486084
	Iteration 8Q: 3 clusters Score -1491654 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1491863.750000 Penalty: 3123.486084
	Iteration 9Q: 3 clusters Score -1491864 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1491986.000000 Penalty: 3123.486084
	Iteration 10Q: 3 clusters Score -1491986 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1492067.250000 Penalty: 3123.486084
	Iteration 11Q: 3 clusters Score -1492067 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1492115.125000 Penalty: 3123.486084
	Iteration 12Q: 3 clusters Score -1492115 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1492150.000000 Penalty: 3123.486084
	Iteration 13Q: 3 clusters Score -1492150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1492165.500000 Penalty: 3123.486084
	Iteration 14Q: 3 clusters Score -1492166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1492178.875000 Penalty: 3123.486084
	Iteration 15Q: 3 clusters Score -1492179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1492201.500000 Penalty: 3123.486084
	Iteration 16Q: 3 clusters Score -1492202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1492231.625000 Penalty: 3123.486084
	Iteration 17Q: 3 clusters Score -1492232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1492245.875000 Penalty: 3123.486084
	Iteration 18Q: 3 clusters Score -1492246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1492257.500000 Penalty: 3123.486084
	Iteration 19Q: 3 clusters Score -1492258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1492274.500000 Penalty: 3123.486084
	Iteration 20F: 3 clusters Score -1492274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1492285.000000 Penalty: 3123.486084
	Iteration 21Q: 3 clusters Score -1492285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1492290.375000 Penalty: 3123.486084
	Iteration 22Q: 3 clusters Score -1492290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1492298.375000 Penalty: 3123.486084
	Iteration 23Q: 3 clusters Score -1492298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1492308.125000 Penalty: 3123.486084
	Iteration 24Q: 3 clusters Score -1492308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1492315.500000 Penalty: 3123.486084
	Iteration 25Q: 3 clusters Score -1492316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1492322.500000 Penalty: 3123.486084
	Iteration 26Q: 3 clusters Score -1492322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1492329.375000 Penalty: 3123.486084
	Iteration 27Q: 3 clusters Score -1492329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1492332.000000 Penalty: 3123.486084
	Iteration 28Q: 3 clusters Score -1492332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1492331.125000 Penalty: 3123.486084
	Iteration 29Q: 3 clusters Score -1492331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1492334.125000 Penalty: 3123.486084
	Iteration 30Q: 3 clusters Score -1492334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1492330.875000 Penalty: 3123.486084
	Iteration 31Q: 3 clusters Score -1492331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1492332.375000 Penalty: 3123.486084
	Iteration 32Q: 3 clusters Score -1492332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1492331.375000 Penalty: 3123.486084
	Iteration 33Q: 3 clusters Score -1492331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1492332.625000 Penalty: 3123.486084
	Iteration 34Q: 3 clusters Score -1492333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1492331.125000 Penalty: 3123.486084
	Iteration 35Q: 3 clusters Score -1492331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1492336.000000 Penalty: 3123.486084
	Iteration 36Q: 3 clusters Score -1492336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1492334.500000 Penalty: 3123.486084
	Iteration 37Q: 3 clusters Score -1492334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1492337.875000 Penalty: 3123.486084
	Iteration 38Q: 3 clusters Score -1492338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1492337.125000 Penalty: 3123.486084
	Iteration 39Q: 3 clusters Score -1492337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1492337.875000 Penalty: 3123.486084
	Iteration 40F: 3 clusters Score -1492338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1492339.750000 Penalty: 3123.486084
	Iteration 41Q: 3 clusters Score -1492340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1492339.750000 Penalty: 3123.486084
	Iteration 42F: 3 clusters Score -1492340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Entering Unmasked Estep 
Score: -3250929.000000 Penalty: 1685.371948
	Iteration 0F: 2 clusters Score -3250929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3229401.500000 Penalty: 3370.743896
	Iteration 0F: 3 clusters Score -3229402 nChanged 14888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3237741.500000 Penalty: 3370.743896
	Iteration 1F: 3 clusters Score -3237742 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3238364.000000 Penalty: 3370.743896
	Iteration 2Q: 3 clusters Score -3238364 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3239092.000000 Penalty: 3370.743896
	Iteration 3F: 3 clusters Score -3239092 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3239983.000000 Penalty: 3370.743896
	Iteration 4F: 3 clusters Score -3239983 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3240952.750000 Penalty: 3370.743896
	Iteration 5F: 3 clusters Score -3240953 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3241988.000000 Penalty: 3370.743896
	Iteration 6F: 3 clusters Score -3241988 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3242940.250000 Penalty: 3370.743896
	Iteration 7F: 3 clusters Score -3242940 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3243766.750000 Penalty: 3370.743896
	Iteration 8F: 3 clusters Score -3243767 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3244337.250000 Penalty: 3370.743896
	Iteration 9Q: 3 clusters Score -3244337 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3244779.000000 Penalty: 3370.743896
	Iteration 10Q: 3 clusters Score -3244779 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3245063.500000 Penalty: 3370.743896
	Iteration 11Q: 3 clusters Score -3245064 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3245276.250000 Penalty: 3370.743896
	Iteration 12Q: 3 clusters Score -3245276 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3245428.000000 Penalty: 3370.743896
	Iteration 13Q: 3 clusters Score -3245428 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3245550.250000 Penalty: 3370.743896
	Iteration 14Q: 3 clusters Score -3245550 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3245634.250000 Penalty: 3370.743896
	Iteration 15Q: 3 clusters Score -3245634 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3245726.000000 Penalty: 3370.743896
	Iteration 16Q: 3 clusters Score -3245726 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3245807.250000 Penalty: 3370.743896
	Iteration 17Q: 3 clusters Score -3245807 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3245893.750000 Penalty: 3370.743896
	Iteration 18Q: 3 clusters Score -3245894 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3245962.250000 Penalty: 3370.743896
	Iteration 19Q: 3 clusters Score -3245962 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3246026.000000 Penalty: 3370.743896
	Iteration 20F: 3 clusters Score -3246026 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3246067.750000 Penalty: 3370.743896
	Iteration 21Q: 3 clusters Score -3246068 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3246131.500000 Penalty: 3370.743896
	Iteration 22Q: 3 clusters Score -3246132 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3246177.500000 Penalty: 3370.743896
	Iteration 23Q: 3 clusters Score -3246178 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3246231.250000 Penalty: 3370.743896
	Iteration 24Q: 3 clusters Score -3246231 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3246264.750000 Penalty: 3370.743896
	Iteration 25Q: 3 clusters Score -3246265 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3246305.250000 Penalty: 3370.743896
	Iteration 26Q: 3 clusters Score -3246305 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3246342.000000 Penalty: 3370.743896
	Iteration 27Q: 3 clusters Score -3246342 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3246391.000000 Penalty: 3370.743896
	Iteration 28Q: 3 clusters Score -3246391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3246421.750000 Penalty: 3370.743896
	Iteration 29Q: 3 clusters Score -3246422 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3246459.250000 Penalty: 3370.743896
	Iteration 30Q: 3 clusters Score -3246459 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3246496.500000 Penalty: 3370.743896
	Iteration 31Q: 3 clusters Score -3246496 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3246559.250000 Penalty: 3370.743896
	Iteration 32Q: 3 clusters Score -3246559 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3246603.500000 Penalty: 3370.743896
	Iteration 33Q: 3 clusters Score -3246604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3246674.500000 Penalty: 3370.743896
	Iteration 34Q: 3 clusters Score -3246674 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3246739.500000 Penalty: 3370.743896
	Iteration 35Q: 3 clusters Score -3246740 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3246811.750000 Penalty: 3370.743896
	Iteration 36Q: 3 clusters Score -3246812 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3246877.000000 Penalty: 3370.743896
	Iteration 37Q: 3 clusters Score -3246877 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3246966.000000 Penalty: 3370.743896
	Iteration 38Q: 3 clusters Score -3246966 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3247051.500000 Penalty: 3370.743896
	Iteration 39Q: 3 clusters Score -3247052 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3247108.500000 Penalty: 3370.743896
	Iteration 40F: 3 clusters Score -3247108 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3247193.750000 Penalty: 3370.743896
	Iteration 41Q: 3 clusters Score -3247194 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3247271.750000 Penalty: 3370.743896
	Iteration 42Q: 3 clusters Score -3247272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3247355.500000 Penalty: 3370.743896
	Iteration 43Q: 3 clusters Score -3247356 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3247444.000000 Penalty: 3370.743896
	Iteration 44Q: 3 clusters Score -3247444 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3247520.500000 Penalty: 3370.743896
	Iteration 45Q: 3 clusters Score -3247520 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3247623.250000 Penalty: 3370.743896
	Iteration 46Q: 3 clusters Score -3247623 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3247725.500000 Penalty: 3370.743896
	Iteration 47Q: 3 clusters Score -3247726 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3247843.750000 Penalty: 3370.743896
	Iteration 48Q: 3 clusters Score -3247844 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3247987.000000 Penalty: 3370.743896
	Iteration 49Q: 3 clusters Score -3247987 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3248172.750000 Penalty: 3370.743896
	Iteration 50Q: 3 clusters Score -3248173 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3248355.000000 Penalty: 3370.743896
	Iteration 51Q: 3 clusters Score -3248355 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3248513.000000 Penalty: 3370.743896
	Iteration 52Q: 3 clusters Score -3248513 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3248690.750000 Penalty: 3370.743896
	Iteration 53Q: 3 clusters Score -3248691 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3248818.250000 Penalty: 3370.743896
	Iteration 54Q: 3 clusters Score -3248818 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3248927.750000 Penalty: 3370.743896
	Iteration 55Q: 3 clusters Score -3248928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3249035.250000 Penalty: 3370.743896
	Iteration 56Q: 3 clusters Score -3249035 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3249158.000000 Penalty: 3370.743896
	Iteration 57Q: 3 clusters Score -3249158 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3249253.000000 Penalty: 3370.743896
	Iteration 58Q: 3 clusters Score -3249253 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3249320.500000 Penalty: 3370.743896
	Iteration 59Q: 3 clusters Score -3249320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3249381.250000 Penalty: 3370.743896
	Iteration 60F: 3 clusters Score -3249381 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3249449.500000 Penalty: 3370.743896
	Iteration 61Q: 3 clusters Score -3249450 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3249502.500000 Penalty: 3370.743896
	Iteration 62Q: 3 clusters Score -3249502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3249554.250000 Penalty: 3370.743896
	Iteration 63Q: 3 clusters Score -3249554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -3249596.000000 Penalty: 3370.743896
	Iteration 64Q: 3 clusters Score -3249596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3249656.500000 Penalty: 3370.743896
	Iteration 65Q: 3 clusters Score -3249656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3249694.500000 Penalty: 3370.743896
	Iteration 66Q: 3 clusters Score -3249694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -3249737.000000 Penalty: 3370.743896
	Iteration 67Q: 3 clusters Score -3249737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3249773.000000 Penalty: 3370.743896
	Iteration 68Q: 3 clusters Score -3249773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3249791.500000 Penalty: 3370.743896
	Iteration 69Q: 3 clusters Score -3249792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3249811.000000 Penalty: 3370.743896
	Iteration 70Q: 3 clusters Score -3249811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3249828.000000 Penalty: 3370.743896
	Iteration 71Q: 3 clusters Score -3249828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3249830.250000 Penalty: 3370.743896
	Iteration 72Q: 3 clusters Score -3249830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3249838.750000 Penalty: 3370.743896
	Iteration 73Q: 3 clusters Score -3249839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -3249847.500000 Penalty: 3370.743896
	Iteration 74Q: 3 clusters Score -3249848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -3249858.000000 Penalty: 3370.743896
	Iteration 75Q: 3 clusters Score -3249858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3249868.000000 Penalty: 3370.743896
	Iteration 76Q: 3 clusters Score -3249868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -3249879.250000 Penalty: 3370.743896
	Iteration 77Q: 3 clusters Score -3249879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3249890.750000 Penalty: 3370.743896
	Iteration 78Q: 3 clusters Score -3249891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3249905.250000 Penalty: 3370.743896
	Iteration 79Q: 3 clusters Score -3249905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3249912.000000 Penalty: 3370.743896
	Iteration 80F: 3 clusters Score -3249912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3249932.750000 Penalty: 3370.743896
	Iteration 81Q: 3 clusters Score -3249933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3249945.250000 Penalty: 3370.743896
	Iteration 82Q: 3 clusters Score -3249945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3249963.250000 Penalty: 3370.743896
	Iteration 83Q: 3 clusters Score -3249963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3249966.250000 Penalty: 3370.743896
	Iteration 84Q: 3 clusters Score -3249966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3249978.750000 Penalty: 3370.743896
	Iteration 85Q: 3 clusters Score -3249979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3249990.500000 Penalty: 3370.743896
	Iteration 86Q: 3 clusters Score -3249990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3250005.000000 Penalty: 3370.743896
	Iteration 87Q: 3 clusters Score -3250005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3250018.250000 Penalty: 3370.743896
	Iteration 88Q: 3 clusters Score -3250018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3250028.750000 Penalty: 3370.743896
	Iteration 89Q: 3 clusters Score -3250029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3250036.750000 Penalty: 3370.743896
	Iteration 90Q: 3 clusters Score -3250037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3250050.250000 Penalty: 3370.743896
	Iteration 91Q: 3 clusters Score -3250050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3250054.250000 Penalty: 3370.743896
	Iteration 92Q: 3 clusters Score -3250054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3250057.000000 Penalty: 3370.743896
	Iteration 93Q: 3 clusters Score -3250057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3250062.250000 Penalty: 3370.743896
	Iteration 94Q: 3 clusters Score -3250062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3250069.750000 Penalty: 3370.743896
	Iteration 95Q: 3 clusters Score -3250070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3250077.000000 Penalty: 3370.743896
	Iteration 96Q: 3 clusters Score -3250077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3250082.750000 Penalty: 3370.743896
	Iteration 97Q: 3 clusters Score -3250083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3250084.000000 Penalty: 3370.743896
	Iteration 98Q: 3 clusters Score -3250084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -3250094.000000 Penalty: 3370.743896
	Iteration 99Q: 3 clusters Score -3250094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3250102.250000 Penalty: 3370.743896
	Iteration 100F: 3 clusters Score -3250102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3250107.500000 Penalty: 3370.743896
	Iteration 101Q: 3 clusters Score -3250108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3250121.250000 Penalty: 3370.743896
	Iteration 102Q: 3 clusters Score -3250121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -3250127.000000 Penalty: 3370.743896
	Iteration 103Q: 3 clusters Score -3250127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3250125.750000 Penalty: 3370.743896
	Iteration 104Q: 3 clusters Score -3250126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3250132.750000 Penalty: 3370.743896
	Iteration 105Q: 3 clusters Score -3250133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3250136.000000 Penalty: 3370.743896
	Iteration 106Q: 3 clusters Score -3250136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3250137.000000 Penalty: 3370.743896
	Iteration 107Q: 3 clusters Score -3250137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -3250142.250000 Penalty: 3370.743896
	Iteration 108Q: 3 clusters Score -3250142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3250142.750000 Penalty: 3370.743896
	Iteration 109Q: 3 clusters Score -3250143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3250146.750000 Penalty: 3370.743896
	Iteration 110Q: 3 clusters Score -3250147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -3250148.250000 Penalty: 3370.743896
	Iteration 111Q: 3 clusters Score -3250148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3250157.000000 Penalty: 3370.743896
	Iteration 112Q: 3 clusters Score -3250157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3250165.000000 Penalty: 3370.743896
	Iteration 113Q: 3 clusters Score -3250165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3250172.250000 Penalty: 3370.743896
	Iteration 114Q: 3 clusters Score -3250172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3250174.500000 Penalty: 3370.743896
	Iteration 115Q: 3 clusters Score -3250174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3250176.000000 Penalty: 3370.743896
	Iteration 116Q: 3 clusters Score -3250176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3250174.250000 Penalty: 3370.743896
	Iteration 117Q: 3 clusters Score -3250174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3250176.500000 Penalty: 3370.743896
	Iteration 118Q: 3 clusters Score -3250176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3250176.500000 Penalty: 3370.743896
	Iteration 119F: 3 clusters Score -3250176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Entering Unmasked Estep 
Score: -7468961.500000 Penalty: 1815.942383
	Iteration 0F: 2 clusters Score -7468962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7421307.500000 Penalty: 3631.884766
	Iteration 0F: 3 clusters Score -7421308 nChanged 33776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -7440943.000000 Penalty: 3631.884766
	Iteration 1F: 3 clusters Score -7440943 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -7441882.500000 Penalty: 3631.884766
	Iteration 2Q: 3 clusters Score -7441882 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -7443328.500000 Penalty: 3631.884766
	Iteration 3Q: 3 clusters Score -7443328 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -7445629.500000 Penalty: 3631.884766
	Iteration 4F: 3 clusters Score -7445630 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7449189.500000 Penalty: 3631.884766
	Iteration 5F: 3 clusters Score -7449190 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -7454359.000000 Penalty: 3631.884766
	Iteration 6F: 3 clusters Score -7454359 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -7460005.500000 Penalty: 3631.884766
	Iteration 7F: 3 clusters Score -7460006 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7464133.000000 Penalty: 3631.884766
	Iteration 8F: 3 clusters Score -7464133 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7466109.000000 Penalty: 3631.884766
	Iteration 9Q: 3 clusters Score -7466109 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7466962.000000 Penalty: 3631.884766
	Iteration 10Q: 3 clusters Score -7466962 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7467253.000000 Penalty: 3631.884766
	Iteration 11Q: 3 clusters Score -7467253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7467413.000000 Penalty: 3631.884766
	Iteration 12Q: 3 clusters Score -7467413 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7467520.500000 Penalty: 3631.884766
	Iteration 13Q: 3 clusters Score -7467520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7467613.500000 Penalty: 3631.884766
	Iteration 14Q: 3 clusters Score -7467614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7467679.000000 Penalty: 3631.884766
	Iteration 15Q: 3 clusters Score -7467679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7467715.000000 Penalty: 3631.884766
	Iteration 16Q: 3 clusters Score -7467715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7467725.500000 Penalty: 3631.884766
	Iteration 17Q: 3 clusters Score -7467726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7467736.000000 Penalty: 3631.884766
	Iteration 18Q: 3 clusters Score -7467736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7467739.500000 Penalty: 3631.884766
	Iteration 19Q: 3 clusters Score -7467740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7467738.500000 Penalty: 3631.884766
	Iteration 20F: 3 clusters Score -7467738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7467749.000000 Penalty: 3631.884766
	Iteration 21Q: 3 clusters Score -7467749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7467742.000000 Penalty: 3631.884766
	Iteration 22Q: 3 clusters Score -7467742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7467751.500000 Penalty: 3631.884766
	Iteration 23Q: 3 clusters Score -7467752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7467751.500000 Penalty: 3631.884766
	Iteration 24Q: 3 clusters Score -7467752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7467750.000000 Penalty: 3631.884766
	Iteration 25Q: 3 clusters Score -7467750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7467752.000000 Penalty: 3631.884766
	Iteration 26Q: 3 clusters Score -7467752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7467756.500000 Penalty: 3631.884766
	Iteration 27Q: 3 clusters Score -7467756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7467756.000000 Penalty: 3631.884766
	Iteration 28Q: 3 clusters Score -7467756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7467758.500000 Penalty: 3631.884766
	Iteration 29Q: 3 clusters Score -7467758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7467761.500000 Penalty: 3631.884766
	Iteration 30Q: 3 clusters Score -7467762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7467758.500000 Penalty: 3631.884766
	Iteration 31Q: 3 clusters Score -7467758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7467758.500000 Penalty: 3631.884766
	Iteration 32Q: 3 clusters Score -7467758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7467758.500000 Penalty: 3631.884766
	Iteration 33F: 3 clusters Score -7467758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Entering Unmasked Estep 
Score: -3664378.250000 Penalty: 1701.986084
	Iteration 0F: 2 clusters Score -3664378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3640576.250000 Penalty: 3403.972168
	Iteration 0F: 3 clusters Score -3640576 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3649816.750000 Penalty: 3403.972168
	Iteration 1F: 3 clusters Score -3649817 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3650313.750000 Penalty: 3403.972168
	Iteration 2Q: 3 clusters Score -3650314 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3650861.500000 Penalty: 3403.972168
	Iteration 3Q: 3 clusters Score -3650862 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3651426.250000 Penalty: 3403.972168
	Iteration 4Q: 3 clusters Score -3651426 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3651949.750000 Penalty: 3403.972168
	Iteration 5Q: 3 clusters Score -3651950 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3652451.500000 Penalty: 3403.972168
	Iteration 6Q: 3 clusters Score -3652452 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3652948.750000 Penalty: 3403.972168
	Iteration 7Q: 3 clusters Score -3652949 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3653431.250000 Penalty: 3403.972168
	Iteration 8Q: 3 clusters Score -3653431 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3653849.000000 Penalty: 3403.972168
	Iteration 9Q: 3 clusters Score -3653849 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3654222.500000 Penalty: 3403.972168
	Iteration 10Q: 3 clusters Score -3654222 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3654550.750000 Penalty: 3403.972168
	Iteration 11Q: 3 clusters Score -3654551 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3654825.750000 Penalty: 3403.972168
	Iteration 12Q: 3 clusters Score -3654826 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3655094.000000 Penalty: 3403.972168
	Iteration 13Q: 3 clusters Score -3655094 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3655390.250000 Penalty: 3403.972168
	Iteration 14Q: 3 clusters Score -3655390 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3655659.500000 Penalty: 3403.972168
	Iteration 15Q: 3 clusters Score -3655660 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3656048.250000 Penalty: 3403.972168
	Iteration 16Q: 3 clusters Score -3656048 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3656475.750000 Penalty: 3403.972168
	Iteration 17Q: 3 clusters Score -3656476 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3657052.500000 Penalty: 3403.972168
	Iteration 18Q: 3 clusters Score -3657052 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3657772.250000 Penalty: 3403.972168
	Iteration 19Q: 3 clusters Score -3657772 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3658523.250000 Penalty: 3403.972168
	Iteration 20F: 3 clusters Score -3658523 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3659265.500000 Penalty: 3403.972168
	Iteration 21Q: 3 clusters Score -3659266 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3659980.500000 Penalty: 3403.972168
	Iteration 22Q: 3 clusters Score -3659980 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3660611.000000 Penalty: 3403.972168
	Iteration 23Q: 3 clusters Score -3660611 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -3661213.750000 Penalty: 3403.972168
	Iteration 24Q: 3 clusters Score -3661214 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3661673.250000 Penalty: 3403.972168
	Iteration 25Q: 3 clusters Score -3661673 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -3662041.000000 Penalty: 3403.972168
	Iteration 26Q: 3 clusters Score -3662041 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -3662309.250000 Penalty: 3403.972168
	Iteration 27Q: 3 clusters Score -3662309 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -3662493.000000 Penalty: 3403.972168
	Iteration 28Q: 3 clusters Score -3662493 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3662620.750000 Penalty: 3403.972168
	Iteration 29Q: 3 clusters Score -3662621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3662707.750000 Penalty: 3403.972168
	Iteration 30Q: 3 clusters Score -3662708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -3662765.000000 Penalty: 3403.972168
	Iteration 31Q: 3 clusters Score -3662765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -3662799.250000 Penalty: 3403.972168
	Iteration 32Q: 3 clusters Score -3662799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3662825.000000 Penalty: 3403.972168
	Iteration 33Q: 3 clusters Score -3662825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -3662851.000000 Penalty: 3403.972168
	Iteration 34Q: 3 clusters Score -3662851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -3662873.500000 Penalty: 3403.972168
	Iteration 35Q: 3 clusters Score -3662874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -3662891.750000 Penalty: 3403.972168
	Iteration 36Q: 3 clusters Score -3662892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3662919.500000 Penalty: 3403.972168
	Iteration 37Q: 3 clusters Score -3662920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3662940.500000 Penalty: 3403.972168
	Iteration 38Q: 3 clusters Score -3662940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3662948.250000 Penalty: 3403.972168
	Iteration 39Q: 3 clusters Score -3662948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3662960.500000 Penalty: 3403.972168
	Iteration 40F: 3 clusters Score -3662960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3662968.750000 Penalty: 3403.972168
	Iteration 41Q: 3 clusters Score -3662969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -3662973.500000 Penalty: 3403.972168
	Iteration 42Q: 3 clusters Score -3662974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -3662975.250000 Penalty: 3403.972168
	Iteration 43Q: 3 clusters Score -3662975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3662986.250000 Penalty: 3403.972168
	Iteration 44Q: 3 clusters Score -3662986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -3662986.750000 Penalty: 3403.972168
	Iteration 45Q: 3 clusters Score -3662987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -3662987.000000 Penalty: 3403.972168
	Iteration 46Q: 3 clusters Score -3662987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -3662989.000000 Penalty: 3403.972168
	Iteration 47Q: 3 clusters Score -3662989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3662989.500000 Penalty: 3403.972168
	Iteration 48Q: 3 clusters Score -3662990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -3662987.750000 Penalty: 3403.972168
	Iteration 49Q: 3 clusters Score -3662988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -3662987.750000 Penalty: 3403.972168
	Iteration 50F: 3 clusters Score -3662988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -706103.812500 Penalty: 1436.358887
	Iteration 0F: 2 clusters Score -706103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -700908.812500 Penalty: 2872.717773
	Iteration 0F: 3 clusters Score -700908.8 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -702571.625000 Penalty: 2872.717773
	Iteration 1F: 3 clusters Score -702571.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -702880.437500 Penalty: 2872.717773
	Iteration 2F: 3 clusters Score -702880.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -703126.687500 Penalty: 2872.717773
	Iteration 3F: 3 clusters Score -703126.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -703310.187500 Penalty: 2872.717773
	Iteration 4Q: 3 clusters Score -703310.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -703434.937500 Penalty: 2872.717773
	Iteration 5Q: 3 clusters Score -703434.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -703553.687500 Penalty: 2872.717773
	Iteration 6Q: 3 clusters Score -703553.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -703686.375000 Penalty: 2872.717773
	Iteration 7Q: 3 clusters Score -703686.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -703809.000000 Penalty: 2872.717773
	Iteration 8Q: 3 clusters Score -703809 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -703914.312500 Penalty: 2872.717773
	Iteration 9Q: 3 clusters Score -703914.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -704005.812500 Penalty: 2872.717773
	Iteration 10Q: 3 clusters Score -704005.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -704089.125000 Penalty: 2872.717773
	Iteration 11Q: 3 clusters Score -704089.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -704155.500000 Penalty: 2872.717773
	Iteration 12Q: 3 clusters Score -704155.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -704215.250000 Penalty: 2872.717773
	Iteration 13Q: 3 clusters Score -704215.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -704265.437500 Penalty: 2872.717773
	Iteration 14Q: 3 clusters Score -704265.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -704308.187500 Penalty: 2872.717773
	Iteration 15Q: 3 clusters Score -704308.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -704352.812500 Penalty: 2872.717773
	Iteration 16Q: 3 clusters Score -704352.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -704404.125000 Penalty: 2872.717773
	Iteration 17Q: 3 clusters Score -704404.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -704452.812500 Penalty: 2872.717773
	Iteration 18Q: 3 clusters Score -704452.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -704506.187500 Penalty: 2872.717773
	Iteration 19Q: 3 clusters Score -704506.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -704567.125000 Penalty: 2872.717773
	Iteration 20F: 3 clusters Score -704567.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -704631.437500 Penalty: 2872.717773
	Iteration 21Q: 3 clusters Score -704631.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -704716.000000 Penalty: 2872.717773
	Iteration 22Q: 3 clusters Score -704716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -704798.687500 Penalty: 2872.717773
	Iteration 23Q: 3 clusters Score -704798.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -704875.187500 Penalty: 2872.717773
	Iteration 24Q: 3 clusters Score -704875.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -704961.875000 Penalty: 2872.717773
	Iteration 25Q: 3 clusters Score -704961.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -705018.125000 Penalty: 2872.717773
	Iteration 26Q: 3 clusters Score -705018.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -705079.875000 Penalty: 2872.717773
	Iteration 27Q: 3 clusters Score -705079.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -705132.875000 Penalty: 2872.717773
	Iteration 28Q: 3 clusters Score -705132.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -705162.750000 Penalty: 2872.717773
	Iteration 29Q: 3 clusters Score -705162.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -705187.687500 Penalty: 2872.717773
	Iteration 30Q: 3 clusters Score -705187.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -705203.687500 Penalty: 2872.717773
	Iteration 31Q: 3 clusters Score -705203.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -705215.000000 Penalty: 2872.717773
	Iteration 32Q: 3 clusters Score -705215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -705225.562500 Penalty: 2872.717773
	Iteration 33Q: 3 clusters Score -705225.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -705238.500000 Penalty: 2872.717773
	Iteration 34Q: 3 clusters Score -705238.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -705250.312500 Penalty: 2872.717773
	Iteration 35Q: 3 clusters Score -705250.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -705256.500000 Penalty: 2872.717773
	Iteration 36Q: 3 clusters Score -705256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -705262.187500 Penalty: 2872.717773
	Iteration 37Q: 3 clusters Score -705262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -705266.000000 Penalty: 2872.717773
	Iteration 38Q: 3 clusters Score -705266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -705269.125000 Penalty: 2872.717773
	Iteration 39Q: 3 clusters Score -705269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -705272.500000 Penalty: 2872.717773
	Iteration 40F: 3 clusters Score -705272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -705275.062500 Penalty: 2872.717773
	Iteration 41Q: 3 clusters Score -705275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -705280.437500 Penalty: 2872.717773
	Iteration 42Q: 3 clusters Score -705280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -705286.875000 Penalty: 2872.717773
	Iteration 43Q: 3 clusters Score -705286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -705289.437500 Penalty: 2872.717773
	Iteration 44Q: 3 clusters Score -705289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -705292.937500 Penalty: 2872.717773
	Iteration 45Q: 3 clusters Score -705292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -705295.750000 Penalty: 2872.717773
	Iteration 46Q: 3 clusters Score -705295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -705297.437500 Penalty: 2872.717773
	Iteration 47Q: 3 clusters Score -705297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -705299.125000 Penalty: 2872.717773
	Iteration 48Q: 3 clusters Score -705299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -705300.187500 Penalty: 2872.717773
	Iteration 49Q: 3 clusters Score -705300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -705300.187500 Penalty: 2872.717773
	Iteration 50F: 3 clusters Score -705300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Entering Unmasked Estep 
Score: -9541106.000000 Penalty: 1856.670898
	Iteration 0F: 2 clusters Score -9541106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -9479708.000000 Penalty: 3713.341797
	Iteration 0F: 3 clusters Score -9479708 nChanged 43820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -9505388.000000 Penalty: 3713.341797
	Iteration 1F: 3 clusters Score -9505388 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -9506477.000000 Penalty: 3713.341797
	Iteration 2Q: 3 clusters Score -9506477 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -9508161.000000 Penalty: 3713.341797
	Iteration 3Q: 3 clusters Score -9508161 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -9510719.000000 Penalty: 3713.341797
	Iteration 4Q: 3 clusters Score -9510719 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -9514434.000000 Penalty: 3713.341797
	Iteration 5F: 3 clusters Score -9514434 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -9519161.000000 Penalty: 3713.341797
	Iteration 6F: 3 clusters Score -9519161 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -9523896.000000 Penalty: 3713.341797
	Iteration 7F: 3 clusters Score -9523896 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9527642.000000 Penalty: 3713.341797
	Iteration 8F: 3 clusters Score -9527642 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -9530243.000000 Penalty: 3713.341797
	Iteration 9Q: 3 clusters Score -9530243 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -9531808.000000 Penalty: 3713.341797
	Iteration 10Q: 3 clusters Score -9531808 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -9532832.000000 Penalty: 3713.341797
	Iteration 11Q: 3 clusters Score -9532832 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -9533680.000000 Penalty: 3713.341797
	Iteration 12Q: 3 clusters Score -9533680 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -9534389.000000 Penalty: 3713.341797
	Iteration 13Q: 3 clusters Score -9534389 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -9535021.000000 Penalty: 3713.341797
	Iteration 14Q: 3 clusters Score -9535021 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -9535618.000000 Penalty: 3713.341797
	Iteration 15Q: 3 clusters Score -9535618 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -9536160.000000 Penalty: 3713.341797
	Iteration 16Q: 3 clusters Score -9536160 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -9536635.000000 Penalty: 3713.341797
	Iteration 17Q: 3 clusters Score -9536635 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -9537031.000000 Penalty: 3713.341797
	Iteration 18Q: 3 clusters Score -9537031 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -9537442.000000 Penalty: 3713.341797
	Iteration 19Q: 3 clusters Score -9537442 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -9537739.000000 Penalty: 3713.341797
	Iteration 20F: 3 clusters Score -9537739 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -9537974.000000 Penalty: 3713.341797
	Iteration 21Q: 3 clusters Score -9537974 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -9538259.000000 Penalty: 3713.341797
	Iteration 22Q: 3 clusters Score -9538259 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9538451.000000 Penalty: 3713.341797
	Iteration 23Q: 3 clusters Score -9538451 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9538616.000000 Penalty: 3713.341797
	Iteration 24Q: 3 clusters Score -9538616 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9538743.000000 Penalty: 3713.341797
	Iteration 25Q: 3 clusters Score -9538743 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88602 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9538885.000000 Penalty: 3713.341797
	Iteration 26Q: 3 clusters Score -9538885 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9538976.000000 Penalty: 3713.341797
	Iteration 27Q: 3 clusters Score -9538976 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9539065.000000 Penalty: 3713.341797
	Iteration 28Q: 3 clusters Score -9539065 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9539142.000000 Penalty: 3713.341797
	Iteration 29Q: 3 clusters Score -9539142 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9539223.000000 Penalty: 3713.341797
	Iteration 30Q: 3 clusters Score -9539223 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9539286.000000 Penalty: 3713.341797
	Iteration 31Q: 3 clusters Score -9539286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9539303.000000 Penalty: 3713.341797
	Iteration 32Q: 3 clusters Score -9539303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9539334.000000 Penalty: 3713.341797
	Iteration 33Q: 3 clusters Score -9539334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9539376.000000 Penalty: 3713.341797
	Iteration 34Q: 3 clusters Score -9539376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9539407.000000 Penalty: 3713.341797
	Iteration 35Q: 3 clusters Score -9539407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9539432.000000 Penalty: 3713.341797
	Iteration 36Q: 3 clusters Score -9539432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9539455.000000 Penalty: 3713.341797
	Iteration 37Q: 3 clusters Score -9539455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9539491.000000 Penalty: 3713.341797
	Iteration 38Q: 3 clusters Score -9539491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9539518.000000 Penalty: 3713.341797
	Iteration 39Q: 3 clusters Score -9539518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9539533.000000 Penalty: 3713.341797
	Iteration 40F: 3 clusters Score -9539533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9539535.000000 Penalty: 3713.341797
	Iteration 41Q: 3 clusters Score -9539535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9539547.000000 Penalty: 3713.341797
	Iteration 42Q: 3 clusters Score -9539547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9539571.000000 Penalty: 3713.341797
	Iteration 43Q: 3 clusters Score -9539571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9539585.000000 Penalty: 3713.341797
	Iteration 44Q: 3 clusters Score -9539585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9539594.000000 Penalty: 3713.341797
	Iteration 45Q: 3 clusters Score -9539594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9539594.000000 Penalty: 3713.341797
	Iteration 46Q: 3 clusters Score -9539594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9539601.000000 Penalty: 3713.341797
	Iteration 47Q: 3 clusters Score -9539601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9539610.000000 Penalty: 3713.341797
	Iteration 48Q: 3 clusters Score -9539610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9539630.000000 Penalty: 3713.341797
	Iteration 49Q: 3 clusters Score -9539630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9539622.000000 Penalty: 3713.341797
	Iteration 50Q: 3 clusters Score -9539622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9539624.000000 Penalty: 3713.341797
	Iteration 51Q: 3 clusters Score -9539624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9539623.000000 Penalty: 3713.341797
	Iteration 52Q: 3 clusters Score -9539623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9539629.000000 Penalty: 3713.341797
	Iteration 53Q: 3 clusters Score -9539629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9539631.000000 Penalty: 3713.341797
	Iteration 54Q: 3 clusters Score -9539631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9539631.000000 Penalty: 3713.341797
	Iteration 55F: 3 clusters Score -9539631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1584881.500000 Penalty: 1568.420166
	Iteration 0F: 2 clusters Score -1584882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1574227.500000 Penalty: 3136.840332
	Iteration 0F: 3 clusters Score -1574228 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1578253.750000 Penalty: 3136.840332
	Iteration 1F: 3 clusters Score -1578254 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1578893.000000 Penalty: 3136.840332
	Iteration 2F: 3 clusters Score -1578893 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1579663.375000 Penalty: 3136.840332
	Iteration 3F: 3 clusters Score -1579663 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1580390.250000 Penalty: 3136.840332
	Iteration 4F: 3 clusters Score -1580390 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1581007.750000 Penalty: 3136.840332
	Iteration 5F: 3 clusters Score -1581008 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1581550.500000 Penalty: 3136.840332
	Iteration 6F: 3 clusters Score -1581550 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1581970.625000 Penalty: 3136.840332
	Iteration 7Q: 3 clusters Score -1581971 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1582296.625000 Penalty: 3136.840332
	Iteration 8Q: 3 clusters Score -1582297 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1582520.875000 Penalty: 3136.840332
	Iteration 9Q: 3 clusters Score -1582521 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1582705.500000 Penalty: 3136.840332
	Iteration 10Q: 3 clusters Score -1582706 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1582850.125000 Penalty: 3136.840332
	Iteration 11Q: 3 clusters Score -1582850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1582941.750000 Penalty: 3136.840332
	Iteration 12Q: 3 clusters Score -1582942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1583013.875000 Penalty: 3136.840332
	Iteration 13Q: 3 clusters Score -1583014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1583074.750000 Penalty: 3136.840332
	Iteration 14Q: 3 clusters Score -1583075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1583127.750000 Penalty: 3136.840332
	Iteration 15Q: 3 clusters Score -1583128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1583156.000000 Penalty: 3136.840332
	Iteration 16Q: 3 clusters Score -1583156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1583185.125000 Penalty: 3136.840332
	Iteration 17Q: 3 clusters Score -1583185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1583214.000000 Penalty: 3136.840332
	Iteration 18Q: 3 clusters Score -1583214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1583242.875000 Penalty: 3136.840332
	Iteration 19Q: 3 clusters Score -1583243 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1583273.125000 Penalty: 3136.840332
	Iteration 20F: 3 clusters Score -1583273 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1583298.875000 Penalty: 3136.840332
	Iteration 21Q: 3 clusters Score -1583299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1583327.750000 Penalty: 3136.840332
	Iteration 22Q: 3 clusters Score -1583328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1583355.375000 Penalty: 3136.840332
	Iteration 23Q: 3 clusters Score -1583355 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1583384.875000 Penalty: 3136.840332
	Iteration 24Q: 3 clusters Score -1583385 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1583419.500000 Penalty: 3136.840332
	Iteration 25Q: 3 clusters Score -1583420 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1583453.750000 Penalty: 3136.840332
	Iteration 26Q: 3 clusters Score -1583454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1583485.625000 Penalty: 3136.840332
	Iteration 27Q: 3 clusters Score -1583486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1583511.000000 Penalty: 3136.840332
	Iteration 28Q: 3 clusters Score -1583511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1583524.500000 Penalty: 3136.840332
	Iteration 29Q: 3 clusters Score -1583524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1583535.750000 Penalty: 3136.840332
	Iteration 30Q: 3 clusters Score -1583536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1583556.375000 Penalty: 3136.840332
	Iteration 31Q: 3 clusters Score -1583556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1583569.500000 Penalty: 3136.840332
	Iteration 32Q: 3 clusters Score -1583570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1583590.000000 Penalty: 3136.840332
	Iteration 33Q: 3 clusters Score -1583590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1583599.000000 Penalty: 3136.840332
	Iteration 34Q: 3 clusters Score -1583599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1583610.500000 Penalty: 3136.840332
	Iteration 35Q: 3 clusters Score -1583610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1583615.125000 Penalty: 3136.840332
	Iteration 36Q: 3 clusters Score -1583615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1583624.875000 Penalty: 3136.840332
	Iteration 37Q: 3 clusters Score -1583625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1583624.750000 Penalty: 3136.840332
	Iteration 38Q: 3 clusters Score -1583625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1583629.125000 Penalty: 3136.840332
	Iteration 39Q: 3 clusters Score -1583629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1583634.750000 Penalty: 3136.840332
	Iteration 40F: 3 clusters Score -1583635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1583634.625000 Penalty: 3136.840332
	Iteration 41Q: 3 clusters Score -1583635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1583636.875000 Penalty: 3136.840332
	Iteration 42Q: 3 clusters Score -1583637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1583635.125000 Penalty: 3136.840332
	Iteration 43Q: 3 clusters Score -1583635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1583640.000000 Penalty: 3136.840332
	Iteration 44Q: 3 clusters Score -1583640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1583641.000000 Penalty: 3136.840332
	Iteration 45Q: 3 clusters Score -1583641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1583639.625000 Penalty: 3136.840332
	Iteration 46Q: 3 clusters Score -1583640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1583639.000000 Penalty: 3136.840332
	Iteration 47Q: 3 clusters Score -1583639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1583644.125000 Penalty: 3136.840332
	Iteration 48Q: 3 clusters Score -1583644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1583641.750000 Penalty: 3136.840332
	Iteration 49Q: 3 clusters Score -1583642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1583642.375000 Penalty: 3136.840332
	Iteration 50Q: 3 clusters Score -1583642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1583641.750000 Penalty: 3136.840332
	Iteration 51Q: 3 clusters Score -1583642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1583643.125000 Penalty: 3136.840332
	Iteration 52Q: 3 clusters Score -1583643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1583643.000000 Penalty: 3136.840332
	Iteration 53Q: 3 clusters Score -1583643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1583643.000000 Penalty: 3136.840332
	Iteration 54Q: 3 clusters Score -1583643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1583647.750000 Penalty: 3136.840332
	Iteration 55Q: 3 clusters Score -1583648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1583652.750000 Penalty: 3136.840332
	Iteration 56Q: 3 clusters Score -1583653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1583652.875000 Penalty: 3136.840332
	Iteration 57Q: 3 clusters Score -1583653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1583657.875000 Penalty: 3136.840332
	Iteration 58Q: 3 clusters Score -1583658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1583656.000000 Penalty: 3136.840332
	Iteration 59Q: 3 clusters Score -1583656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1583655.750000 Penalty: 3136.840332
	Iteration 60F: 3 clusters Score -1583656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1583654.750000 Penalty: 3136.840332
	Iteration 61Q: 3 clusters Score -1583655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1583653.625000 Penalty: 3136.840332
	Iteration 62Q: 3 clusters Score -1583654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1583654.375000 Penalty: 3136.840332
	Iteration 63Q: 3 clusters Score -1583654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1583654.000000 Penalty: 3136.840332
	Iteration 64Q: 3 clusters Score -1583654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1583655.000000 Penalty: 3136.840332
	Iteration 65Q: 3 clusters Score -1583655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1583655.000000 Penalty: 3136.840332
	Iteration 66F: 3 clusters Score -1583655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Entering Unmasked Estep 
Score: -8632573.000000 Penalty: 1839.400757
	Iteration 0F: 2 clusters Score -8632573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8577695.000000 Penalty: 3678.801514
	Iteration 0F: 3 clusters Score -8577695 nChanged 39098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -8600194.000000 Penalty: 3678.801514
	Iteration 1F: 3 clusters Score -8600194 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8601023.000000 Penalty: 3678.801514
	Iteration 2Q: 3 clusters Score -8601023 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -8602257.000000 Penalty: 3678.801514
	Iteration 3Q: 3 clusters Score -8602257 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -8604245.000000 Penalty: 3678.801514
	Iteration 4F: 3 clusters Score -8604245 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -8607238.000000 Penalty: 3678.801514
	Iteration 5F: 3 clusters Score -8607238 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -8611253.000000 Penalty: 3678.801514
	Iteration 6F: 3 clusters Score -8611253 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -8616335.000000 Penalty: 3678.801514
	Iteration 7F: 3 clusters Score -8616335 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -8621448.000000 Penalty: 3678.801514
	Iteration 8F: 3 clusters Score -8621448 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -8625434.000000 Penalty: 3678.801514
	Iteration 9F: 3 clusters Score -8625434 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -8627941.000000 Penalty: 3678.801514
	Iteration 10Q: 3 clusters Score -8627941 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -8629388.000000 Penalty: 3678.801514
	Iteration 11Q: 3 clusters Score -8629388 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -8630267.000000 Penalty: 3678.801514
	Iteration 12Q: 3 clusters Score -8630267 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -8630815.000000 Penalty: 3678.801514
	Iteration 13Q: 3 clusters Score -8630815 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -8631053.000000 Penalty: 3678.801514
	Iteration 14Q: 3 clusters Score -8631053 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -8631249.000000 Penalty: 3678.801514
	Iteration 15Q: 3 clusters Score -8631249 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -8631370.000000 Penalty: 3678.801514
	Iteration 16Q: 3 clusters Score -8631370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -8631406.000000 Penalty: 3678.801514
	Iteration 17Q: 3 clusters Score -8631406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -8631461.000000 Penalty: 3678.801514
	Iteration 18Q: 3 clusters Score -8631461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -8631488.000000 Penalty: 3678.801514
	Iteration 19Q: 3 clusters Score -8631488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -8631516.000000 Penalty: 3678.801514
	Iteration 20F: 3 clusters Score -8631516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -8631555.000000 Penalty: 3678.801514
	Iteration 21Q: 3 clusters Score -8631555 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -8631580.000000 Penalty: 3678.801514
	Iteration 22Q: 3 clusters Score -8631580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -8631601.000000 Penalty: 3678.801514
	Iteration 23Q: 3 clusters Score -8631601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -8631609.000000 Penalty: 3678.801514
	Iteration 24Q: 3 clusters Score -8631609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -8631623.000000 Penalty: 3678.801514
	Iteration 25Q: 3 clusters Score -8631623 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -8631629.000000 Penalty: 3678.801514
	Iteration 26Q: 3 clusters Score -8631629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -8631618.000000 Penalty: 3678.801514
	Iteration 27Q: 3 clusters Score -8631618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -8631620.000000 Penalty: 3678.801514
	Iteration 28Q: 3 clusters Score -8631620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -8631621.000000 Penalty: 3678.801514
	Iteration 29Q: 3 clusters Score -8631621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -8631619.000000 Penalty: 3678.801514
	Iteration 30Q: 3 clusters Score -8631619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -8631627.000000 Penalty: 3678.801514
	Iteration 31Q: 3 clusters Score -8631627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -8631627.000000 Penalty: 3678.801514
	Iteration 32Q: 3 clusters Score -8631627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -8631631.000000 Penalty: 3678.801514
	Iteration 33Q: 3 clusters Score -8631631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -8631642.000000 Penalty: 3678.801514
	Iteration 34Q: 3 clusters Score -8631642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -8631640.000000 Penalty: 3678.801514
	Iteration 35Q: 3 clusters Score -8631640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -8631654.000000 Penalty: 3678.801514
	Iteration 36Q: 3 clusters Score -8631654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -8631653.000000 Penalty: 3678.801514
	Iteration 37Q: 3 clusters Score -8631653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -8631649.000000 Penalty: 3678.801514
	Iteration 38Q: 3 clusters Score -8631649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -8631645.000000 Penalty: 3678.801514
	Iteration 39Q: 3 clusters Score -8631645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -8631649.000000 Penalty: 3678.801514
	Iteration 40F: 3 clusters Score -8631649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -8631655.000000 Penalty: 3678.801514
	Iteration 41Q: 3 clusters Score -8631655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -8631652.000000 Penalty: 3678.801514
	Iteration 42Q: 3 clusters Score -8631652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -8631652.000000 Penalty: 3678.801514
	Iteration 43Q: 3 clusters Score -8631652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -8631658.000000 Penalty: 3678.801514
	Iteration 44Q: 3 clusters Score -8631658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -8631655.000000 Penalty: 3678.801514
	Iteration 45Q: 3 clusters Score -8631655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -8631659.000000 Penalty: 3678.801514
	Iteration 46Q: 3 clusters Score -8631659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -8631673.000000 Penalty: 3678.801514
	Iteration 47Q: 3 clusters Score -8631673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -8631678.000000 Penalty: 3678.801514
	Iteration 48Q: 3 clusters Score -8631678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -8631675.000000 Penalty: 3678.801514
	Iteration 49Q: 3 clusters Score -8631675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -8631680.000000 Penalty: 3678.801514
	Iteration 50Q: 3 clusters Score -8631680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -8631686.000000 Penalty: 3678.801514
	Iteration 51Q: 3 clusters Score -8631686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -8631679.000000 Penalty: 3678.801514
	Iteration 52Q: 3 clusters Score -8631679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -8631676.000000 Penalty: 3678.801514
	Iteration 53Q: 3 clusters Score -8631676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -8631685.000000 Penalty: 3678.801514
	Iteration 54Q: 3 clusters Score -8631685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -8631693.000000 Penalty: 3678.801514
	Iteration 55Q: 3 clusters Score -8631693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -8631687.000000 Penalty: 3678.801514
	Iteration 56Q: 3 clusters Score -8631687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -8631692.000000 Penalty: 3678.801514
	Iteration 57Q: 3 clusters Score -8631692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -8631703.000000 Penalty: 3678.801514
	Iteration 58Q: 3 clusters Score -8631703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -8631699.000000 Penalty: 3678.801514
	Iteration 59Q: 3 clusters Score -8631699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -8631710.000000 Penalty: 3678.801514
	Iteration 60F: 3 clusters Score -8631710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -8631705.000000 Penalty: 3678.801514
	Iteration 61Q: 3 clusters Score -8631705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -8631691.000000 Penalty: 3678.801514
	Iteration 62Q: 3 clusters Score -8631691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -8631691.000000 Penalty: 3678.801514
	Iteration 63Q: 3 clusters Score -8631691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -8631698.000000 Penalty: 3678.801514
	Iteration 64Q: 3 clusters Score -8631698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -8631700.000000 Penalty: 3678.801514
	Iteration 65Q: 3 clusters Score -8631700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -8631688.000000 Penalty: 3678.801514
	Iteration 66Q: 3 clusters Score -8631688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -8631699.000000 Penalty: 3678.801514
	Iteration 67Q: 3 clusters Score -8631699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -8631700.000000 Penalty: 3678.801514
	Iteration 68Q: 3 clusters Score -8631700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -8631705.000000 Penalty: 3678.801514
	Iteration 69Q: 3 clusters Score -8631705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -8631710.000000 Penalty: 3678.801514
	Iteration 70Q: 3 clusters Score -8631710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -8631710.000000 Penalty: 3678.801514
	Iteration 71Q: 3 clusters Score -8631710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -8631712.000000 Penalty: 3678.801514
	Iteration 72Q: 3 clusters Score -8631712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -8631713.000000 Penalty: 3678.801514
	Iteration 73Q: 3 clusters Score -8631713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -8631711.000000 Penalty: 3678.801514
	Iteration 74Q: 3 clusters Score -8631711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -8631706.000000 Penalty: 3678.801514
	Iteration 75Q: 3 clusters Score -8631706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -8631704.000000 Penalty: 3678.801514
	Iteration 76Q: 3 clusters Score -8631704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -8631714.000000 Penalty: 3678.801514
	Iteration 77Q: 3 clusters Score -8631714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -8631707.000000 Penalty: 3678.801514
	Iteration 78Q: 3 clusters Score -8631707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -8631708.000000 Penalty: 3678.801514
	Iteration 79Q: 3 clusters Score -8631708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -8631702.000000 Penalty: 3678.801514
	Iteration 80F: 3 clusters Score -8631702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -8631706.000000 Penalty: 3678.801514
	Iteration 81Q: 3 clusters Score -8631706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -8631706.000000 Penalty: 3678.801514
	Iteration 82Q: 3 clusters Score -8631706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -8631703.000000 Penalty: 3678.801514
	Iteration 83Q: 3 clusters Score -8631703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -8631707.000000 Penalty: 3678.801514
	Iteration 84Q: 3 clusters Score -8631707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -8631708.000000 Penalty: 3678.801514
	Iteration 85Q: 3 clusters Score -8631708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -8631726.000000 Penalty: 3678.801514
	Iteration 86Q: 3 clusters Score -8631726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -8631711.000000 Penalty: 3678.801514
	Iteration 87Q: 3 clusters Score -8631711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -8631726.000000 Penalty: 3678.801514
	Iteration 88Q: 3 clusters Score -8631726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -8631733.000000 Penalty: 3678.801514
	Iteration 89Q: 3 clusters Score -8631733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -8631726.000000 Penalty: 3678.801514
	Iteration 90Q: 3 clusters Score -8631726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -8631726.000000 Penalty: 3678.801514
	Iteration 91F: 3 clusters Score -8631726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -139807.312500 Penalty: 1213.075928
	Iteration 0F: 2 clusters Score -139807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137994.953125 Penalty: 2426.151855
	Iteration 0F: 3 clusters Score -137995 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -138916.312500 Penalty: 2426.151855
	Iteration 1F: 3 clusters Score -138916.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139274.390625 Penalty: 2426.151855
	Iteration 2F: 3 clusters Score -139274.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -139571.140625 Penalty: 2426.151855
	Iteration 3F: 3 clusters Score -139571.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139765.093750 Penalty: 2426.151855
	Iteration 4F: 3 clusters Score -139765.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -139875.375000 Penalty: 2426.151855
	Iteration 5Q: 3 clusters Score -139875.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139925.031250 Penalty: 2426.151855
	Iteration 6Q: 3 clusters Score -139925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139969.265625 Penalty: 2426.151855
	Iteration 7Q: 3 clusters Score -139969.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -139989.671875 Penalty: 2426.151855
	Iteration 8Q: 3 clusters Score -139989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139995.437500 Penalty: 2426.151855
	Iteration 9Q: 3 clusters Score -139995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139999.296875 Penalty: 2426.151855
	Iteration 10Q: 3 clusters Score -139999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140003.312500 Penalty: 2426.151855
	Iteration 11Q: 3 clusters Score -140003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140004.812500 Penalty: 2426.151855
	Iteration 12Q: 3 clusters Score -140004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140006.250000 Penalty: 2426.151855
	Iteration 13Q: 3 clusters Score -140006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140006.250000 Penalty: 2426.151855
	Iteration 14F: 3 clusters Score -140006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 956 members 
Entering Unmasked Estep 
Score: -154068960.000000 Penalty: 106475.343750
Splitting cluster 12 changes total score from -154069808.000000 to -154068960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (121007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Entering Unmasked Estep 
Score: -12632464.000000 Penalty: 1901.835571
	Iteration 0F: 2 clusters Score -1.263246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -12551557.000000 Penalty: 3803.671143
	Iteration 0F: 3 clusters Score -1.255156e+07 nChanged 58140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -12585460.000000 Penalty: 3803.671143
	Iteration 1F: 3 clusters Score -1.258546e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -12586358.000000 Penalty: 3803.671143
	Iteration 2Q: 3 clusters Score -1.258636e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -12587592.000000 Penalty: 3803.671143
	Iteration 3Q: 3 clusters Score -1.258759e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -12588729.000000 Penalty: 3803.671143
	Iteration 4Q: 3 clusters Score -1.258873e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -12590094.000000 Penalty: 3803.671143
	Iteration 5Q: 3 clusters Score -1.259009e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -12591940.000000 Penalty: 3803.671143
	Iteration 6Q: 3 clusters Score -1.259194e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -12594094.000000 Penalty: 3803.671143
	Iteration 7Q: 3 clusters Score -1.259409e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -12596831.000000 Penalty: 3803.671143
	Iteration 8F: 3 clusters Score -1.259683e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -12599888.000000 Penalty: 3803.671143
	Iteration 9F: 3 clusters Score -1.259989e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 76527 members 
Entering Unmasked Estep 
Score: -12603117.000000 Penalty: 3803.671143
	Iteration 10F: 3 clusters Score -1.260312e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -12606160.000000 Penalty: 3803.671143
	Iteration 11F: 3 clusters Score -1.260616e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -12608956.000000 Penalty: 3803.671143
	Iteration 12Q: 3 clusters Score -1.260896e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -12611689.000000 Penalty: 3803.671143
	Iteration 13Q: 3 clusters Score -1.261169e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 93363 members 
Entering Unmasked Estep 
Score: -12614308.000000 Penalty: 3803.671143
	Iteration 14Q: 3 clusters Score -1.261431e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -12616796.000000 Penalty: 3803.671143
	Iteration 15Q: 3 clusters Score -1.26168e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 100517 members 
Entering Unmasked Estep 
Score: -12619122.000000 Penalty: 3803.671143
	Iteration 16Q: 3 clusters Score -1.261912e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -12620884.000000 Penalty: 3803.671143
	Iteration 17Q: 3 clusters Score -1.262088e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -12622352.000000 Penalty: 3803.671143
	Iteration 18Q: 3 clusters Score -1.262235e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -12623655.000000 Penalty: 3803.671143
	Iteration 19Q: 3 clusters Score -1.262366e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -12624710.000000 Penalty: 3803.671143
	Iteration 20F: 3 clusters Score -1.262471e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -12625701.000000 Penalty: 3803.671143
	Iteration 21Q: 3 clusters Score -1.26257e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 113642 members 
Entering Unmasked Estep 
Score: -12626632.000000 Penalty: 3803.671143
	Iteration 22Q: 3 clusters Score -1.262663e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -12627399.000000 Penalty: 3803.671143
	Iteration 23Q: 3 clusters Score -1.26274e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 116227 members 
Entering Unmasked Estep 
Score: -12628070.000000 Penalty: 3803.671143
	Iteration 24Q: 3 clusters Score -1.262807e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -12628715.000000 Penalty: 3803.671143
	Iteration 25Q: 3 clusters Score -1.262872e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -12629211.000000 Penalty: 3803.671143
	Iteration 26Q: 3 clusters Score -1.262921e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 118753 members 
Entering Unmasked Estep 
Score: -12629631.000000 Penalty: 3803.671143
	Iteration 27Q: 3 clusters Score -1.262963e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -12629981.000000 Penalty: 3803.671143
	Iteration 28Q: 3 clusters Score -1.262998e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -12630211.000000 Penalty: 3803.671143
	Iteration 29Q: 3 clusters Score -1.263021e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -12630385.000000 Penalty: 3803.671143
	Iteration 30Q: 3 clusters Score -1.263038e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -12630508.000000 Penalty: 3803.671143
	Iteration 31Q: 3 clusters Score -1.263051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -12630566.000000 Penalty: 3803.671143
	Iteration 32Q: 3 clusters Score -1.263057e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 120353 members 
Entering Unmasked Estep 
Score: -12630653.000000 Penalty: 3803.671143
	Iteration 33Q: 3 clusters Score -1.263065e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 120423 members 
Entering Unmasked Estep 
Score: -12630697.000000 Penalty: 3803.671143
	Iteration 34Q: 3 clusters Score -1.26307e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -12630706.000000 Penalty: 3803.671143
	Iteration 35Q: 3 clusters Score -1.263071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -12630725.000000 Penalty: 3803.671143
	Iteration 36Q: 3 clusters Score -1.263072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -12630724.000000 Penalty: 3803.671143
	Iteration 37Q: 3 clusters Score -1.263072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 120518 members 
Entering Unmasked Estep 
Score: -12630751.000000 Penalty: 3803.671143
	Iteration 38Q: 3 clusters Score -1.263075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 120530 members 
Entering Unmasked Estep 
Score: -12630754.000000 Penalty: 3803.671143
	Iteration 39Q: 3 clusters Score -1.263075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 120539 members 
Entering Unmasked Estep 
Score: -12630767.000000 Penalty: 3803.671143
	Iteration 40F: 3 clusters Score -1.263077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -12630773.000000 Penalty: 3803.671143
	Iteration 41Q: 3 clusters Score -1.263077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -12630786.000000 Penalty: 3803.671143
	Iteration 42Q: 3 clusters Score -1.263079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 120565 members 
Entering Unmasked Estep 
Score: -12630796.000000 Penalty: 3803.671143
	Iteration 43Q: 3 clusters Score -1.26308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -12630797.000000 Penalty: 3803.671143
	Iteration 44Q: 3 clusters Score -1.26308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -12630806.000000 Penalty: 3803.671143
	Iteration 45Q: 3 clusters Score -1.263081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -12630811.000000 Penalty: 3803.671143
	Iteration 46Q: 3 clusters Score -1.263081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 120586 members 
Entering Unmasked Estep 
Score: -12630812.000000 Penalty: 3803.671143
	Iteration 47Q: 3 clusters Score -1.263081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -12630814.000000 Penalty: 3803.671143
	Iteration 48Q: 3 clusters Score -1.263081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 120591 members 
Entering Unmasked Estep 
Score: -12630819.000000 Penalty: 3803.671143
	Iteration 49Q: 3 clusters Score -1.263082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -12630820.000000 Penalty: 3803.671143
	Iteration 50Q: 3 clusters Score -1.263082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -12630819.000000 Penalty: 3803.671143
	Iteration 51Q: 3 clusters Score -1.263082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -12630816.000000 Penalty: 3803.671143
	Iteration 52Q: 3 clusters Score -1.263082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -12630816.000000 Penalty: 3803.671143
	Iteration 53F: 3 clusters Score -1.263082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Entering Unmasked Estep 
Score: -7300367.000000 Penalty: 1810.606689
	Iteration 0F: 2 clusters Score -7300367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -7254417.500000 Penalty: 3621.213379
	Iteration 0F: 3 clusters Score -7254418 nChanged 32829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -7273023.000000 Penalty: 3621.213379
	Iteration 1F: 3 clusters Score -7273023 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -7273958.500000 Penalty: 3621.213379
	Iteration 2Q: 3 clusters Score -7273958 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -7275420.500000 Penalty: 3621.213379
	Iteration 3Q: 3 clusters Score -7275420 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -7277900.000000 Penalty: 3621.213379
	Iteration 4F: 3 clusters Score -7277900 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -7281791.500000 Penalty: 3621.213379
	Iteration 5F: 3 clusters Score -7281792 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -7286456.500000 Penalty: 3621.213379
	Iteration 6F: 3 clusters Score -7286456 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -7291077.500000 Penalty: 3621.213379
	Iteration 7F: 3 clusters Score -7291078 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -7294546.500000 Penalty: 3621.213379
	Iteration 8F: 3 clusters Score -7294546 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7296538.000000 Penalty: 3621.213379
	Iteration 9Q: 3 clusters Score -7296538 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7297592.500000 Penalty: 3621.213379
	Iteration 10Q: 3 clusters Score -7297592 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7298099.500000 Penalty: 3621.213379
	Iteration 11Q: 3 clusters Score -7298100 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7298377.000000 Penalty: 3621.213379
	Iteration 12Q: 3 clusters Score -7298377 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7298551.000000 Penalty: 3621.213379
	Iteration 13Q: 3 clusters Score -7298551 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7298672.500000 Penalty: 3621.213379
	Iteration 14Q: 3 clusters Score -7298672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7298753.000000 Penalty: 3621.213379
	Iteration 15Q: 3 clusters Score -7298753 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7298792.500000 Penalty: 3621.213379
	Iteration 16Q: 3 clusters Score -7298792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7298841.500000 Penalty: 3621.213379
	Iteration 17Q: 3 clusters Score -7298842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7298875.000000 Penalty: 3621.213379
	Iteration 18Q: 3 clusters Score -7298875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7298886.500000 Penalty: 3621.213379
	Iteration 19Q: 3 clusters Score -7298886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7298910.000000 Penalty: 3621.213379
	Iteration 20F: 3 clusters Score -7298910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7298928.000000 Penalty: 3621.213379
	Iteration 21Q: 3 clusters Score -7298928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7298920.000000 Penalty: 3621.213379
	Iteration 22Q: 3 clusters Score -7298920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7298938.000000 Penalty: 3621.213379
	Iteration 23Q: 3 clusters Score -7298938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7298937.000000 Penalty: 3621.213379
	Iteration 24Q: 3 clusters Score -7298937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7298940.500000 Penalty: 3621.213379
	Iteration 25Q: 3 clusters Score -7298940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7298937.500000 Penalty: 3621.213379
	Iteration 26Q: 3 clusters Score -7298938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7298941.500000 Penalty: 3621.213379
	Iteration 27Q: 3 clusters Score -7298942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7298952.500000 Penalty: 3621.213379
	Iteration 28Q: 3 clusters Score -7298952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7298954.000000 Penalty: 3621.213379
	Iteration 29Q: 3 clusters Score -7298954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7298961.500000 Penalty: 3621.213379
	Iteration 30Q: 3 clusters Score -7298962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7298958.000000 Penalty: 3621.213379
	Iteration 31Q: 3 clusters Score -7298958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7298969.500000 Penalty: 3621.213379
	Iteration 32Q: 3 clusters Score -7298970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7298976.000000 Penalty: 3621.213379
	Iteration 33Q: 3 clusters Score -7298976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7298974.500000 Penalty: 3621.213379
	Iteration 34Q: 3 clusters Score -7298974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7298985.000000 Penalty: 3621.213379
	Iteration 35Q: 3 clusters Score -7298985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7298989.000000 Penalty: 3621.213379
	Iteration 36Q: 3 clusters Score -7298989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7298994.000000 Penalty: 3621.213379
	Iteration 37Q: 3 clusters Score -7298994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7298999.000000 Penalty: 3621.213379
	Iteration 38Q: 3 clusters Score -7298999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7299003.000000 Penalty: 3621.213379
	Iteration 39Q: 3 clusters Score -7299003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7298996.000000 Penalty: 3621.213379
	Iteration 40F: 3 clusters Score -7298996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7298997.000000 Penalty: 3621.213379
	Iteration 41Q: 3 clusters Score -7298997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7298994.500000 Penalty: 3621.213379
	Iteration 42Q: 3 clusters Score -7298994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7299003.500000 Penalty: 3621.213379
	Iteration 43Q: 3 clusters Score -7299004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7299009.500000 Penalty: 3621.213379
	Iteration 44Q: 3 clusters Score -7299010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7299006.500000 Penalty: 3621.213379
	Iteration 45Q: 3 clusters Score -7299006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7299011.500000 Penalty: 3621.213379
	Iteration 46Q: 3 clusters Score -7299012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7299019.500000 Penalty: 3621.213379
	Iteration 47Q: 3 clusters Score -7299020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7299027.500000 Penalty: 3621.213379
	Iteration 48Q: 3 clusters Score -7299028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7299024.500000 Penalty: 3621.213379
	Iteration 49Q: 3 clusters Score -7299024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7299023.000000 Penalty: 3621.213379
	Iteration 50Q: 3 clusters Score -7299023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7299021.000000 Penalty: 3621.213379
	Iteration 51Q: 3 clusters Score -7299021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7299025.000000 Penalty: 3621.213379
	Iteration 52Q: 3 clusters Score -7299025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7299023.000000 Penalty: 3621.213379
	Iteration 53Q: 3 clusters Score -7299023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7299023.000000 Penalty: 3621.213379
	Iteration 54F: 3 clusters Score -7299023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180602 members 
Entering Unmasked Estep 
Score: -18827876.000000 Penalty: 1966.908203
	Iteration 0F: 2 clusters Score -1.882788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -18712600.000000 Penalty: 3933.816406
	Iteration 0F: 3 clusters Score -1.87126e+07 nChanged 87468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -18764152.000000 Penalty: 3933.816406
	Iteration 1F: 3 clusters Score -1.876415e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -18765242.000000 Penalty: 3933.816406
	Iteration 2Q: 3 clusters Score -1.876524e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -18766632.000000 Penalty: 3933.816406
	Iteration 3Q: 3 clusters Score -1.876663e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -18768328.000000 Penalty: 3933.816406
	Iteration 4Q: 3 clusters Score -1.876833e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -18771042.000000 Penalty: 3933.816406
	Iteration 5Q: 3 clusters Score -1.877104e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -18774678.000000 Penalty: 3933.816406
	Iteration 6Q: 3 clusters Score -1.877468e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -18779948.000000 Penalty: 3933.816406
	Iteration 7F: 3 clusters Score -1.877995e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -18787138.000000 Penalty: 3933.816406
	Iteration 8F: 3 clusters Score -1.878714e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -18794710.000000 Penalty: 3933.816406
	Iteration 9F: 3 clusters Score -1.879471e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105601 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -18798796.000000 Penalty: 3933.816406
	Iteration 10F: 3 clusters Score -1.87988e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -18800150.000000 Penalty: 3933.816406
	Iteration 11Q: 3 clusters Score -1.880015e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -18800546.000000 Penalty: 3933.816406
	Iteration 12Q: 3 clusters Score -1.880055e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -18800914.000000 Penalty: 3933.816406
	Iteration 13Q: 3 clusters Score -1.880091e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -18801110.000000 Penalty: 3933.816406
	Iteration 14Q: 3 clusters Score -1.880111e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -18801534.000000 Penalty: 3933.816406
	Iteration 15Q: 3 clusters Score -1.880153e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -18802002.000000 Penalty: 3933.816406
	Iteration 16Q: 3 clusters Score -1.8802e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -18802428.000000 Penalty: 3933.816406
	Iteration 17Q: 3 clusters Score -1.880243e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -18803036.000000 Penalty: 3933.816406
	Iteration 18Q: 3 clusters Score -1.880304e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122067 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -18803602.000000 Penalty: 3933.816406
	Iteration 19Q: 3 clusters Score -1.88036e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -18804218.000000 Penalty: 3933.816406
	Iteration 20F: 3 clusters Score -1.880422e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127610 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -18805048.000000 Penalty: 3933.816406
	Iteration 21Q: 3 clusters Score -1.880505e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130634 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -18805930.000000 Penalty: 3933.816406
	Iteration 22Q: 3 clusters Score -1.880593e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -18807004.000000 Penalty: 3933.816406
	Iteration 23Q: 3 clusters Score -1.8807e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -18808072.000000 Penalty: 3933.816406
	Iteration 24Q: 3 clusters Score -1.880807e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140573 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -18809338.000000 Penalty: 3933.816406
	Iteration 25Q: 3 clusters Score -1.880934e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144168 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -18810592.000000 Penalty: 3933.816406
	Iteration 26Q: 3 clusters Score -1.881059e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -18812024.000000 Penalty: 3933.816406
	Iteration 27Q: 3 clusters Score -1.881202e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -18813458.000000 Penalty: 3933.816406
	Iteration 28Q: 3 clusters Score -1.881346e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155044 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -18814872.000000 Penalty: 3933.816406
	Iteration 29Q: 3 clusters Score -1.881487e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158672 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -18816242.000000 Penalty: 3933.816406
	Iteration 30Q: 3 clusters Score -1.881624e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -18817772.000000 Penalty: 3933.816406
	Iteration 31Q: 3 clusters Score -1.881777e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -18819200.000000 Penalty: 3933.816406
	Iteration 32Q: 3 clusters Score -1.88192e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168784 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -18820632.000000 Penalty: 3933.816406
	Iteration 33Q: 3 clusters Score -1.882063e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -18821954.000000 Penalty: 3933.816406
	Iteration 34Q: 3 clusters Score -1.882195e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -18822972.000000 Penalty: 3933.816406
	Iteration 35Q: 3 clusters Score -1.882297e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -18823854.000000 Penalty: 3933.816406
	Iteration 36Q: 3 clusters Score -1.882385e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177089 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -18824552.000000 Penalty: 3933.816406
	Iteration 37Q: 3 clusters Score -1.882455e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -18825060.000000 Penalty: 3933.816406
	Iteration 38Q: 3 clusters Score -1.882506e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -18825508.000000 Penalty: 3933.816406
	Iteration 39Q: 3 clusters Score -1.882551e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179622 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -18825756.000000 Penalty: 3933.816406
	Iteration 40F: 3 clusters Score -1.882576e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179911 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18825926.000000 Penalty: 3933.816406
	Iteration 41Q: 3 clusters Score -1.882593e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18826012.000000 Penalty: 3933.816406
	Iteration 42Q: 3 clusters Score -1.882601e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18826032.000000 Penalty: 3933.816406
	Iteration 43Q: 3 clusters Score -1.882603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180211 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18826090.000000 Penalty: 3933.816406
	Iteration 44Q: 3 clusters Score -1.882609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180244 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18826136.000000 Penalty: 3933.816406
	Iteration 45Q: 3 clusters Score -1.882614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18826142.000000 Penalty: 3933.816406
	Iteration 46Q: 3 clusters Score -1.882614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -18826160.000000 Penalty: 3933.816406
	Iteration 47Q: 3 clusters Score -1.882616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18826174.000000 Penalty: 3933.816406
	Iteration 48Q: 3 clusters Score -1.882617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18826178.000000 Penalty: 3933.816406
	Iteration 49Q: 3 clusters Score -1.882618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180301 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18826180.000000 Penalty: 3933.816406
	Iteration 50Q: 3 clusters Score -1.882618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18826190.000000 Penalty: 3933.816406
	Iteration 51Q: 3 clusters Score -1.882619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18826184.000000 Penalty: 3933.816406
	Iteration 52Q: 3 clusters Score -1.882618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18826192.000000 Penalty: 3933.816406
	Iteration 53Q: 3 clusters Score -1.882619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18826186.000000 Penalty: 3933.816406
	Iteration 54Q: 3 clusters Score -1.882619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18826190.000000 Penalty: 3933.816406
	Iteration 55Q: 3 clusters Score -1.882619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18826192.000000 Penalty: 3933.816406
	Iteration 56Q: 3 clusters Score -1.882619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180316 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18826208.000000 Penalty: 3933.816406
	Iteration 57Q: 3 clusters Score -1.882621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18826214.000000 Penalty: 3933.816406
	Iteration 58Q: 3 clusters Score -1.882621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18826222.000000 Penalty: 3933.816406
	Iteration 59Q: 3 clusters Score -1.882622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180325 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18826214.000000 Penalty: 3933.816406
	Iteration 60F: 3 clusters Score -1.882621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Entering Unmasked Estep 
Score: -10124715.000000 Penalty: 1865.217529
	Iteration 0F: 2 clusters Score -1.012472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -10060317.000000 Penalty: 3730.435059
	Iteration 0F: 3 clusters Score -1.006032e+07 nChanged 46114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -10086839.000000 Penalty: 3730.435059
	Iteration 1F: 3 clusters Score -1.008684e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -10087545.000000 Penalty: 3730.435059
	Iteration 2Q: 3 clusters Score -1.008754e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -10088464.000000 Penalty: 3730.435059
	Iteration 3Q: 3 clusters Score -1.008846e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -10089946.000000 Penalty: 3730.435059
	Iteration 4Q: 3 clusters Score -1.008995e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -10092712.000000 Penalty: 3730.435059
	Iteration 5F: 3 clusters Score -1.009271e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -10097506.000000 Penalty: 3730.435059
	Iteration 6F: 3 clusters Score -1.009751e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
Score: -10104827.000000 Penalty: 3730.435059
	Iteration 7F: 3 clusters Score -1.010483e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -10113087.000000 Penalty: 3730.435059
	Iteration 8F: 3 clusters Score -1.011309e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -10118962.000000 Penalty: 3730.435059
	Iteration 9F: 3 clusters Score -1.011896e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -10121621.000000 Penalty: 3730.435059
	Iteration 10Q: 3 clusters Score -1.012162e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -10122492.000000 Penalty: 3730.435059
	Iteration 11Q: 3 clusters Score -1.012249e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -10122782.000000 Penalty: 3730.435059
	Iteration 12Q: 3 clusters Score -1.012278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -10122889.000000 Penalty: 3730.435059
	Iteration 13Q: 3 clusters Score -1.012289e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -10122954.000000 Penalty: 3730.435059
	Iteration 14Q: 3 clusters Score -1.012295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -10123000.000000 Penalty: 3730.435059
	Iteration 15Q: 3 clusters Score -1.0123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -10123022.000000 Penalty: 3730.435059
	Iteration 16Q: 3 clusters Score -1.012302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -10123029.000000 Penalty: 3730.435059
	Iteration 17Q: 3 clusters Score -1.012303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -10123042.000000 Penalty: 3730.435059
	Iteration 18Q: 3 clusters Score -1.012304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -10123055.000000 Penalty: 3730.435059
	Iteration 19Q: 3 clusters Score -1.012306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -10123057.000000 Penalty: 3730.435059
	Iteration 20F: 3 clusters Score -1.012306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -10123055.000000 Penalty: 3730.435059
	Iteration 21Q: 3 clusters Score -1.012306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -10123055.000000 Penalty: 3730.435059
	Iteration 22F: 3 clusters Score -1.012306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (94590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Entering Unmasked Estep 
Score: -9967327.000000 Penalty: 1861.812378
	Iteration 0F: 2 clusters Score -9967327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -9904514.000000 Penalty: 3723.624756
	Iteration 0F: 3 clusters Score -9904514 nChanged 45004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -9930729.000000 Penalty: 3723.624756
	Iteration 1F: 3 clusters Score -9930729 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -9931818.000000 Penalty: 3723.624756
	Iteration 2Q: 3 clusters Score -9931818 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -9933759.000000 Penalty: 3723.624756
	Iteration 3Q: 3 clusters Score -9933759 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -9936590.000000 Penalty: 3723.624756
	Iteration 4F: 3 clusters Score -9936590 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -9940486.000000 Penalty: 3723.624756
	Iteration 5F: 3 clusters Score -9940486 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -9944825.000000 Penalty: 3723.624756
	Iteration 6F: 3 clusters Score -9944825 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -9948881.000000 Penalty: 3723.624756
	Iteration 7F: 3 clusters Score -9948881 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -9952325.000000 Penalty: 3723.624756
	Iteration 8F: 3 clusters Score -9952325 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -9955540.000000 Penalty: 3723.624756
	Iteration 9F: 3 clusters Score -9955540 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9958553.000000 Penalty: 3723.624756
	Iteration 10Q: 3 clusters Score -9958553 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9960702.000000 Penalty: 3723.624756
	Iteration 11Q: 3 clusters Score -9960702 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -9961863.000000 Penalty: 3723.624756
	Iteration 12Q: 3 clusters Score -9961863 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -9962409.000000 Penalty: 3723.624756
	Iteration 13Q: 3 clusters Score -9962409 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -9962671.000000 Penalty: 3723.624756
	Iteration 14Q: 3 clusters Score -9962671 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -9962864.000000 Penalty: 3723.624756
	Iteration 15Q: 3 clusters Score -9962864 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -9962983.000000 Penalty: 3723.624756
	Iteration 16Q: 3 clusters Score -9962983 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -9963091.000000 Penalty: 3723.624756
	Iteration 17Q: 3 clusters Score -9963091 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -9963188.000000 Penalty: 3723.624756
	Iteration 18Q: 3 clusters Score -9963188 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -9963268.000000 Penalty: 3723.624756
	Iteration 19Q: 3 clusters Score -9963268 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -9963329.000000 Penalty: 3723.624756
	Iteration 20F: 3 clusters Score -9963329 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -9963386.000000 Penalty: 3723.624756
	Iteration 21Q: 3 clusters Score -9963386 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -9963392.000000 Penalty: 3723.624756
	Iteration 22Q: 3 clusters Score -9963392 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -9963438.000000 Penalty: 3723.624756
	Iteration 23Q: 3 clusters Score -9963438 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -9963452.000000 Penalty: 3723.624756
	Iteration 24Q: 3 clusters Score -9963452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -9963491.000000 Penalty: 3723.624756
	Iteration 25Q: 3 clusters Score -9963491 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -9963544.000000 Penalty: 3723.624756
	Iteration 26Q: 3 clusters Score -9963544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9963571.000000 Penalty: 3723.624756
	Iteration 27Q: 3 clusters Score -9963571 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -9963602.000000 Penalty: 3723.624756
	Iteration 28Q: 3 clusters Score -9963602 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -9963642.000000 Penalty: 3723.624756
	Iteration 29Q: 3 clusters Score -9963642 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -9963662.000000 Penalty: 3723.624756
	Iteration 30Q: 3 clusters Score -9963662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -9963677.000000 Penalty: 3723.624756
	Iteration 31Q: 3 clusters Score -9963677 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -9963712.000000 Penalty: 3723.624756
	Iteration 32Q: 3 clusters Score -9963712 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -9963724.000000 Penalty: 3723.624756
	Iteration 33Q: 3 clusters Score -9963724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -9963773.000000 Penalty: 3723.624756
	Iteration 34Q: 3 clusters Score -9963773 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -9963802.000000 Penalty: 3723.624756
	Iteration 35Q: 3 clusters Score -9963802 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -9963815.000000 Penalty: 3723.624756
	Iteration 36Q: 3 clusters Score -9963815 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -9963863.000000 Penalty: 3723.624756
	Iteration 37Q: 3 clusters Score -9963863 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -9963885.000000 Penalty: 3723.624756
	Iteration 38Q: 3 clusters Score -9963885 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -9963917.000000 Penalty: 3723.624756
	Iteration 39Q: 3 clusters Score -9963917 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -9963955.000000 Penalty: 3723.624756
	Iteration 40F: 3 clusters Score -9963955 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -9964011.000000 Penalty: 3723.624756
	Iteration 41Q: 3 clusters Score -9964011 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -9964052.000000 Penalty: 3723.624756
	Iteration 42Q: 3 clusters Score -9964052 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -9964075.000000 Penalty: 3723.624756
	Iteration 43Q: 3 clusters Score -9964075 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -9964119.000000 Penalty: 3723.624756
	Iteration 44Q: 3 clusters Score -9964119 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -9964144.000000 Penalty: 3723.624756
	Iteration 45Q: 3 clusters Score -9964144 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -9964168.000000 Penalty: 3723.624756
	Iteration 46Q: 3 clusters Score -9964168 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -9964194.000000 Penalty: 3723.624756
	Iteration 47Q: 3 clusters Score -9964194 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -9964207.000000 Penalty: 3723.624756
	Iteration 48Q: 3 clusters Score -9964207 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -9964240.000000 Penalty: 3723.624756
	Iteration 49Q: 3 clusters Score -9964240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -9964232.000000 Penalty: 3723.624756
	Iteration 50Q: 3 clusters Score -9964232 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -9964277.000000 Penalty: 3723.624756
	Iteration 51Q: 3 clusters Score -9964277 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -9964314.000000 Penalty: 3723.624756
	Iteration 52Q: 3 clusters Score -9964314 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9964343.000000 Penalty: 3723.624756
	Iteration 53Q: 3 clusters Score -9964343 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -9964415.000000 Penalty: 3723.624756
	Iteration 54Q: 3 clusters Score -9964415 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -9964448.000000 Penalty: 3723.624756
	Iteration 55Q: 3 clusters Score -9964448 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -9964487.000000 Penalty: 3723.624756
	Iteration 56Q: 3 clusters Score -9964487 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -9964558.000000 Penalty: 3723.624756
	Iteration 57Q: 3 clusters Score -9964558 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9964607.000000 Penalty: 3723.624756
	Iteration 58Q: 3 clusters Score -9964607 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -9964664.000000 Penalty: 3723.624756
	Iteration 59Q: 3 clusters Score -9964664 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71929 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73279 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73750 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73979 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74208 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9965376 nChanged 270
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Mstep: Class 1 contains 75128 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75384 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75608 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75837 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76046 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76257 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78098 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78489 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9965779 nChanged 117
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Mstep: Class 1 contains 78606 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 79000 members 
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Mstep: Class 1 contains 80080 members 
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	Iteration 120F: 3 clusters Score -9966287 nChanged 177
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Mstep: Class 1 contains 82604 members 
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	Iteration 154Q: 3 clusters Score -9966962 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9966958 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9966952 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9966968 nChanged 117
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Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9966969 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9966992 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -9966983.000000 Penalty: 3723.624756
	Iteration 160F: 3 clusters Score -9966983 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9966984 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -9966963.000000 Penalty: 3723.624756
	Iteration 162Q: 3 clusters Score -9966963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -9966972.000000 Penalty: 3723.624756
	Iteration 163Q: 3 clusters Score -9966972 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -9966967.000000 Penalty: 3723.624756
	Iteration 164Q: 3 clusters Score -9966967 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -9966956.000000 Penalty: 3723.624756
	Iteration 165Q: 3 clusters Score -9966956 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9966953 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9966951 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9966950 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9966960 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9966983 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9966978 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9966978 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9966965 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -9966974.000000 Penalty: 3723.624756
	Iteration 174Q: 3 clusters Score -9966974 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -9966979.000000 Penalty: 3723.624756
	Iteration 175Q: 3 clusters Score -9966979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -9966980.000000 Penalty: 3723.624756
	Iteration 176Q: 3 clusters Score -9966980 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -9966990.000000 Penalty: 3723.624756
	Iteration 177Q: 3 clusters Score -9966990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -9966982.000000 Penalty: 3723.624756
	Iteration 178Q: 3 clusters Score -9966982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9966973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -9966987.000000 Penalty: 3723.624756
	Iteration 180F: 3 clusters Score -9966987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9966971 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9966974 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9966974 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9966976 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9966980 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9966986 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9966986 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9966993 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -9967003.000000 Penalty: 3723.624756
	Iteration 189Q: 3 clusters Score -9967003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -9967009.000000 Penalty: 3723.624756
	Iteration 190Q: 3 clusters Score -9967009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -9967016.000000 Penalty: 3723.624756
	Iteration 191Q: 3 clusters Score -9967016 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9967016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9967010.000000 Penalty: 3723.624756
	Iteration 193Q: 3 clusters Score -9967010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -9967007.000000 Penalty: 3723.624756
	Iteration 194Q: 3 clusters Score -9967007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -9967006.000000 Penalty: 3723.624756
	Iteration 195Q: 3 clusters Score -9967006 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9967014 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9967009 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9967006 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9967013 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -9967015.000000 Penalty: 3723.624756
	Iteration 200F: 3 clusters Score -9967015 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9967007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -9967019.000000 Penalty: 3723.624756
	Iteration 202Q: 3 clusters Score -9967019 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9967016 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -9967012.000000 Penalty: 3723.624756
	Iteration 204Q: 3 clusters Score -9967012 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9967012 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9967019 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9967014 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9967014 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9967015 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9967016 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9967007 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9967005 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9966999 nChanged 12
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Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9966999 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9967014 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9966996 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9967009 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9967003 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9967004 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9967004 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9967003 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89926 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9967005 nChanged 0
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	Iteration 223F: 3 clusters Score -9967005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1194689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5614 members 
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Mstep: Class 1 contains 5256 members 
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	Iteration 1F: 3 clusters Score -1189389 nChanged 680
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Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6297 members 
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	Iteration 2F: 3 clusters Score -1189751 nChanged 627
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Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1190172 nChanged 679
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Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1190745 nChanged 750
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1191451 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1192150 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1192720.875000 Penalty: 3036.486084
	Iteration 7F: 3 clusters Score -1192721 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1193050 nChanged 362
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1193208 nChanged 241
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Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1193287 nChanged 152
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1193324 nChanged 117
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1193354 nChanged 108
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Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1193379 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1193393.500000 Penalty: 3036.486084
	Iteration 14Q: 3 clusters Score -1193394 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1193401.250000 Penalty: 3036.486084
	Iteration 15Q: 3 clusters Score -1193401 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1193411.625000 Penalty: 3036.486084
	Iteration 16Q: 3 clusters Score -1193412 nChanged 38
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Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1193416.750000 Penalty: 3036.486084
	Iteration 17Q: 3 clusters Score -1193417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1193422.875000 Penalty: 3036.486084
	Iteration 18Q: 3 clusters Score -1193423 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1193427.125000 Penalty: 3036.486084
	Iteration 19Q: 3 clusters Score -1193427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1193432.125000 Penalty: 3036.486084
	Iteration 20F: 3 clusters Score -1193432 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1193431.500000 Penalty: 3036.486084
	Iteration 21Q: 3 clusters Score -1193432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1193434.750000 Penalty: 3036.486084
	Iteration 22Q: 3 clusters Score -1193435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1193438.250000 Penalty: 3036.486084
	Iteration 23Q: 3 clusters Score -1193438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1193442.500000 Penalty: 3036.486084
	Iteration 24Q: 3 clusters Score -1193442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1193445.750000 Penalty: 3036.486084
	Iteration 25Q: 3 clusters Score -1193446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1193447.250000 Penalty: 3036.486084
	Iteration 26Q: 3 clusters Score -1193447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1193447.125000 Penalty: 3036.486084
	Iteration 27Q: 3 clusters Score -1193447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1193448.125000 Penalty: 3036.486084
	Iteration 28Q: 3 clusters Score -1193448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1193452.375000 Penalty: 3036.486084
	Iteration 29Q: 3 clusters Score -1193452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1193455.250000 Penalty: 3036.486084
	Iteration 30Q: 3 clusters Score -1193455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1193463.625000 Penalty: 3036.486084
	Iteration 31Q: 3 clusters Score -1193464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1193465.500000 Penalty: 3036.486084
	Iteration 32Q: 3 clusters Score -1193466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1193469.250000 Penalty: 3036.486084
	Iteration 33Q: 3 clusters Score -1193469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1193470.750000 Penalty: 3036.486084
	Iteration 34Q: 3 clusters Score -1193471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1193472.375000 Penalty: 3036.486084
	Iteration 35Q: 3 clusters Score -1193472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1193475.750000 Penalty: 3036.486084
	Iteration 36Q: 3 clusters Score -1193476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1193473.500000 Penalty: 3036.486084
	Iteration 37Q: 3 clusters Score -1193474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1193474.875000 Penalty: 3036.486084
	Iteration 38Q: 3 clusters Score -1193475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1193474.875000 Penalty: 3036.486084
	Iteration 39Q: 3 clusters Score -1193475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1193474.375000 Penalty: 3036.486084
	Iteration 40F: 3 clusters Score -1193474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1193475.500000 Penalty: 3036.486084
	Iteration 41Q: 3 clusters Score -1193476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1193476.125000 Penalty: 3036.486084
	Iteration 42Q: 3 clusters Score -1193476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1193475.250000 Penalty: 3036.486084
	Iteration 43Q: 3 clusters Score -1193475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1193476.000000 Penalty: 3036.486084
	Iteration 44Q: 3 clusters Score -1193476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1193475.125000 Penalty: 3036.486084
	Iteration 45Q: 3 clusters Score -1193475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1193477.000000 Penalty: 3036.486084
	Iteration 46Q: 3 clusters Score -1193477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1193478.500000 Penalty: 3036.486084
	Iteration 47Q: 3 clusters Score -1193478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1193484.000000 Penalty: 3036.486084
	Iteration 48Q: 3 clusters Score -1193484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1193483.000000 Penalty: 3036.486084
	Iteration 49Q: 3 clusters Score -1193483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1193481.000000 Penalty: 3036.486084
	Iteration 50Q: 3 clusters Score -1193481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1193481.000000 Penalty: 3036.486084
	Iteration 51Q: 3 clusters Score -1193481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1193486.625000 Penalty: 3036.486084
	Iteration 52Q: 3 clusters Score -1193487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1193482.250000 Penalty: 3036.486084
	Iteration 53Q: 3 clusters Score -1193482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1193484.750000 Penalty: 3036.486084
	Iteration 54Q: 3 clusters Score -1193485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1193486.125000 Penalty: 3036.486084
	Iteration 55Q: 3 clusters Score -1193486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1193488.750000 Penalty: 3036.486084
	Iteration 56Q: 3 clusters Score -1193489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1193490.500000 Penalty: 3036.486084
	Iteration 57Q: 3 clusters Score -1193490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1193489.250000 Penalty: 3036.486084
	Iteration 58Q: 3 clusters Score -1193489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1193491.125000 Penalty: 3036.486084
	Iteration 59Q: 3 clusters Score -1193491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1193491.750000 Penalty: 3036.486084
	Iteration 60F: 3 clusters Score -1193492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1193493.375000 Penalty: 3036.486084
	Iteration 61Q: 3 clusters Score -1193493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1193497.250000 Penalty: 3036.486084
	Iteration 62Q: 3 clusters Score -1193497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1193497.125000 Penalty: 3036.486084
	Iteration 63Q: 3 clusters Score -1193497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1193496.375000 Penalty: 3036.486084
	Iteration 64Q: 3 clusters Score -1193496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1193498.875000 Penalty: 3036.486084
	Iteration 65Q: 3 clusters Score -1193499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1193506.250000 Penalty: 3036.486084
	Iteration 66Q: 3 clusters Score -1193506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1193504.125000 Penalty: 3036.486084
	Iteration 67Q: 3 clusters Score -1193504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1193505.375000 Penalty: 3036.486084
	Iteration 68Q: 3 clusters Score -1193505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1193509.125000 Penalty: 3036.486084
	Iteration 69Q: 3 clusters Score -1193509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1193513.250000 Penalty: 3036.486084
	Iteration 70Q: 3 clusters Score -1193513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1193514.750000 Penalty: 3036.486084
	Iteration 71Q: 3 clusters Score -1193515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1193519.375000 Penalty: 3036.486084
	Iteration 72Q: 3 clusters Score -1193519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1193527.250000 Penalty: 3036.486084
	Iteration 73Q: 3 clusters Score -1193527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1193532.375000 Penalty: 3036.486084
	Iteration 74Q: 3 clusters Score -1193532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1193541.000000 Penalty: 3036.486084
	Iteration 75Q: 3 clusters Score -1193541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1193546.000000 Penalty: 3036.486084
	Iteration 76Q: 3 clusters Score -1193546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1193553.000000 Penalty: 3036.486084
	Iteration 77Q: 3 clusters Score -1193553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1193564.250000 Penalty: 3036.486084
	Iteration 78Q: 3 clusters Score -1193564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1193566.750000 Penalty: 3036.486084
	Iteration 79Q: 3 clusters Score -1193567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1193579.250000 Penalty: 3036.486084
	Iteration 80F: 3 clusters Score -1193579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1193591.625000 Penalty: 3036.486084
	Iteration 81Q: 3 clusters Score -1193592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1193612.250000 Penalty: 3036.486084
	Iteration 82Q: 3 clusters Score -1193612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1193615.125000 Penalty: 3036.486084
	Iteration 83Q: 3 clusters Score -1193615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1193624.125000 Penalty: 3036.486084
	Iteration 84Q: 3 clusters Score -1193624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1193630.500000 Penalty: 3036.486084
	Iteration 85Q: 3 clusters Score -1193630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1193638.125000 Penalty: 3036.486084
	Iteration 86Q: 3 clusters Score -1193638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1193643.250000 Penalty: 3036.486084
	Iteration 87Q: 3 clusters Score -1193643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1193645.375000 Penalty: 3036.486084
	Iteration 88Q: 3 clusters Score -1193645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1193647.750000 Penalty: 3036.486084
	Iteration 89Q: 3 clusters Score -1193648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1193647.500000 Penalty: 3036.486084
	Iteration 90Q: 3 clusters Score -1193648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1193647.625000 Penalty: 3036.486084
	Iteration 91Q: 3 clusters Score -1193648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1193651.125000 Penalty: 3036.486084
	Iteration 92Q: 3 clusters Score -1193651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1193648.625000 Penalty: 3036.486084
	Iteration 93Q: 3 clusters Score -1193649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1193646.875000 Penalty: 3036.486084
	Iteration 94Q: 3 clusters Score -1193647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1193646.875000 Penalty: 3036.486084
	Iteration 95F: 3 clusters Score -1193647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -321884.500000 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -321884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -318970.281250 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -318970.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -319916.281250 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -319916.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -320310.000000 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -320310 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -320728.812500 Penalty: 2640.348877
	Iteration 3F: 3 clusters Score -320728.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321097.687500 Penalty: 2640.348877
	Iteration 4F: 3 clusters Score -321097.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -321434.718750 Penalty: 2640.348877
	Iteration 5F: 3 clusters Score -321434.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -321765.093750 Penalty: 2640.348877
	Iteration 6F: 3 clusters Score -321765.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -321937.843750 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -321937.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -322040.750000 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -322040.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -322110.125000 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -322110.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -322148.625000 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -322148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -322179.156250 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -322179.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322204.593750 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -322204.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -322223.875000 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -322223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -322232.500000 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -322232.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -322242.781250 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -322242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322254.843750 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -322254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322282.718750 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -322282.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -322334.875000 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -322334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -322386.625000 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -322386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322433.406250 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -322433.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -322463.406250 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -322463.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322469.906250 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -322469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -322474.250000 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -322474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -322482.687500 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -322482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -322484.000000 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -322484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -322484.218750 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -322484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -322485.937500 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -322485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -322487.968750 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -322488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -322490.562500 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -322490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322493.875000 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -322493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -322495.312500 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -322495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -322495.437500 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -322495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -322495.156250 Penalty: 2640.348877
	Iteration 33Q: 3 clusters Score -322495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -322496.250000 Penalty: 2640.348877
	Iteration 34Q: 3 clusters Score -322496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -322497.625000 Penalty: 2640.348877
	Iteration 35Q: 3 clusters Score -322497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -322498.156250 Penalty: 2640.348877
	Iteration 36Q: 3 clusters Score -322498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -322498.156250 Penalty: 2640.348877
	Iteration 37F: 3 clusters Score -322498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1129 members 
Entering Unmasked Estep 
Score: -154069200.000000 Penalty: 106475.343750
Splitting cluster 19 changes total score from -154069808.000000 to -154069200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (9793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Entering Unmasked Estep 
Score: -926257.562500 Penalty: 1493.281372
	Iteration 0F: 2 clusters Score -926257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -919186.625000 Penalty: 2986.562744
	Iteration 0F: 3 clusters Score -919186.6 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -921703.250000 Penalty: 2986.562744
	Iteration 1F: 3 clusters Score -921703.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -922234.812500 Penalty: 2986.562744
	Iteration 2F: 3 clusters Score -922234.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -922695.937500 Penalty: 2986.562744
	Iteration 3F: 3 clusters Score -922695.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -923039.625000 Penalty: 2986.562744
	Iteration 4F: 3 clusters Score -923039.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -923348.437500 Penalty: 2986.562744
	Iteration 5Q: 3 clusters Score -923348.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -923617.562500 Penalty: 2986.562744
	Iteration 6Q: 3 clusters Score -923617.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -923829.687500 Penalty: 2986.562744
	Iteration 7Q: 3 clusters Score -923829.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -923980.312500 Penalty: 2986.562744
	Iteration 8Q: 3 clusters Score -923980.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -924115.000000 Penalty: 2986.562744
	Iteration 9Q: 3 clusters Score -924115 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -924208.187500 Penalty: 2986.562744
	Iteration 10Q: 3 clusters Score -924208.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -924301.750000 Penalty: 2986.562744
	Iteration 11Q: 3 clusters Score -924301.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -924414.187500 Penalty: 2986.562744
	Iteration 12Q: 3 clusters Score -924414.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -924523.937500 Penalty: 2986.562744
	Iteration 13Q: 3 clusters Score -924523.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -924621.875000 Penalty: 2986.562744
	Iteration 14Q: 3 clusters Score -924621.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -924703.562500 Penalty: 2986.562744
	Iteration 15Q: 3 clusters Score -924703.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -924773.625000 Penalty: 2986.562744
	Iteration 16Q: 3 clusters Score -924773.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -924841.500000 Penalty: 2986.562744
	Iteration 17Q: 3 clusters Score -924841.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -924913.875000 Penalty: 2986.562744
	Iteration 18Q: 3 clusters Score -924913.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -924960.937500 Penalty: 2986.562744
	Iteration 19Q: 3 clusters Score -924960.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -925001.375000 Penalty: 2986.562744
	Iteration 20F: 3 clusters Score -925001.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -925041.500000 Penalty: 2986.562744
	Iteration 21Q: 3 clusters Score -925041.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -925080.250000 Penalty: 2986.562744
	Iteration 22Q: 3 clusters Score -925080.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -925109.625000 Penalty: 2986.562744
	Iteration 23Q: 3 clusters Score -925109.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -925126.687500 Penalty: 2986.562744
	Iteration 24Q: 3 clusters Score -925126.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -925136.000000 Penalty: 2986.562744
	Iteration 25Q: 3 clusters Score -925136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -925151.000000 Penalty: 2986.562744
	Iteration 26Q: 3 clusters Score -925151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -925165.125000 Penalty: 2986.562744
	Iteration 27Q: 3 clusters Score -925165.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -925180.437500 Penalty: 2986.562744
	Iteration 28Q: 3 clusters Score -925180.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -925199.000000 Penalty: 2986.562744
	Iteration 29Q: 3 clusters Score -925199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -925218.437500 Penalty: 2986.562744
	Iteration 30Q: 3 clusters Score -925218.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -925229.125000 Penalty: 2986.562744
	Iteration 31Q: 3 clusters Score -925229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -925239.312500 Penalty: 2986.562744
	Iteration 32Q: 3 clusters Score -925239.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -925248.312500 Penalty: 2986.562744
	Iteration 33Q: 3 clusters Score -925248.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -925255.812500 Penalty: 2986.562744
	Iteration 34Q: 3 clusters Score -925255.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -925261.687500 Penalty: 2986.562744
	Iteration 35Q: 3 clusters Score -925261.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -925268.187500 Penalty: 2986.562744
	Iteration 36Q: 3 clusters Score -925268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -925269.187500 Penalty: 2986.562744
	Iteration 37Q: 3 clusters Score -925269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -925270.250000 Penalty: 2986.562744
	Iteration 38Q: 3 clusters Score -925270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -925273.187500 Penalty: 2986.562744
	Iteration 39Q: 3 clusters Score -925273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -925273.250000 Penalty: 2986.562744
	Iteration 40F: 3 clusters Score -925273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -925274.187500 Penalty: 2986.562744
	Iteration 41Q: 3 clusters Score -925274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -925275.125000 Penalty: 2986.562744
	Iteration 42Q: 3 clusters Score -925275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -925274.875000 Penalty: 2986.562744
	Iteration 43Q: 3 clusters Score -925274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -925275.187500 Penalty: 2986.562744
	Iteration 44Q: 3 clusters Score -925275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -925278.500000 Penalty: 2986.562744
	Iteration 45Q: 3 clusters Score -925278.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -925278.500000 Penalty: 2986.562744
	Iteration 46F: 3 clusters Score -925278.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Entering Unmasked Estep 
Score: -739424.437500 Penalty: 1455.658325
	Iteration 0F: 2 clusters Score -739424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -733689.687500 Penalty: 2911.316650
	Iteration 0F: 3 clusters Score -733689.7 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -735771.500000 Penalty: 2911.316650
	Iteration 1F: 3 clusters Score -735771.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -736183.875000 Penalty: 2911.316650
	Iteration 2F: 3 clusters Score -736183.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -736545.750000 Penalty: 2911.316650
	Iteration 3F: 3 clusters Score -736545.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -736841.312500 Penalty: 2911.316650
	Iteration 4F: 3 clusters Score -736841.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -737083.062500 Penalty: 2911.316650
	Iteration 5Q: 3 clusters Score -737083.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -737349.750000 Penalty: 2911.316650
	Iteration 6Q: 3 clusters Score -737349.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -737674.500000 Penalty: 2911.316650
	Iteration 7Q: 3 clusters Score -737674.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -737947.687500 Penalty: 2911.316650
	Iteration 8Q: 3 clusters Score -737947.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -738143.937500 Penalty: 2911.316650
	Iteration 9Q: 3 clusters Score -738143.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -738316.187500 Penalty: 2911.316650
	Iteration 10Q: 3 clusters Score -738316.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -738461.375000 Penalty: 2911.316650
	Iteration 11Q: 3 clusters Score -738461.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -738585.937500 Penalty: 2911.316650
	Iteration 12Q: 3 clusters Score -738585.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -738685.437500 Penalty: 2911.316650
	Iteration 13Q: 3 clusters Score -738685.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -738764.375000 Penalty: 2911.316650
	Iteration 14Q: 3 clusters Score -738764.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -738809.937500 Penalty: 2911.316650
	Iteration 15Q: 3 clusters Score -738809.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -738844.625000 Penalty: 2911.316650
	Iteration 16Q: 3 clusters Score -738844.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -738863.687500 Penalty: 2911.316650
	Iteration 17Q: 3 clusters Score -738863.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -738892.312500 Penalty: 2911.316650
	Iteration 18Q: 3 clusters Score -738892.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -738927.125000 Penalty: 2911.316650
	Iteration 19Q: 3 clusters Score -738927.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -738964.312500 Penalty: 2911.316650
	Iteration 20F: 3 clusters Score -738964.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -738982.687500 Penalty: 2911.316650
	Iteration 21Q: 3 clusters Score -738982.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -738995.687500 Penalty: 2911.316650
	Iteration 22Q: 3 clusters Score -738995.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -739008.687500 Penalty: 2911.316650
	Iteration 23Q: 3 clusters Score -739008.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -739017.000000 Penalty: 2911.316650
	Iteration 24Q: 3 clusters Score -739017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -739023.312500 Penalty: 2911.316650
	Iteration 25Q: 3 clusters Score -739023.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -739029.750000 Penalty: 2911.316650
	Iteration 26Q: 3 clusters Score -739029.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -739033.375000 Penalty: 2911.316650
	Iteration 27Q: 3 clusters Score -739033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -739034.875000 Penalty: 2911.316650
	Iteration 28Q: 3 clusters Score -739034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -739037.375000 Penalty: 2911.316650
	Iteration 29Q: 3 clusters Score -739037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -739037.125000 Penalty: 2911.316650
	Iteration 30Q: 3 clusters Score -739037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -739038.625000 Penalty: 2911.316650
	Iteration 31Q: 3 clusters Score -739038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -739039.500000 Penalty: 2911.316650
	Iteration 32Q: 3 clusters Score -739039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -739039.000000 Penalty: 2911.316650
	Iteration 33Q: 3 clusters Score -739039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -739039.375000 Penalty: 2911.316650
	Iteration 34Q: 3 clusters Score -739039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -739040.812500 Penalty: 2911.316650
	Iteration 35Q: 3 clusters Score -739040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -739041.375000 Penalty: 2911.316650
	Iteration 36Q: 3 clusters Score -739041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -739041.312500 Penalty: 2911.316650
	Iteration 37Q: 3 clusters Score -739041.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -739041.312500 Penalty: 2911.316650
	Iteration 38F: 3 clusters Score -739041.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Entering Unmasked Estep 
Score: -2345538.000000 Penalty: 1633.084473
	Iteration 0F: 2 clusters Score -2345538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2329865.000000 Penalty: 3266.168945
	Iteration 0F: 3 clusters Score -2329865 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2335596.250000 Penalty: 3266.168945
	Iteration 1F: 3 clusters Score -2335596 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2336042.500000 Penalty: 3266.168945
	Iteration 2Q: 3 clusters Score -2336042 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2336434.000000 Penalty: 3266.168945
	Iteration 3Q: 3 clusters Score -2336434 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2336840.250000 Penalty: 3266.168945
	Iteration 4Q: 3 clusters Score -2336840 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2337336.750000 Penalty: 3266.168945
	Iteration 5Q: 3 clusters Score -2337337 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2338001.500000 Penalty: 3266.168945
	Iteration 6F: 3 clusters Score -2338002 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2338824.500000 Penalty: 3266.168945
	Iteration 7F: 3 clusters Score -2338824 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2339774.250000 Penalty: 3266.168945
	Iteration 8F: 3 clusters Score -2339774 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2340764.000000 Penalty: 3266.168945
	Iteration 9F: 3 clusters Score -2340764 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2341664.250000 Penalty: 3266.168945
	Iteration 10Q: 3 clusters Score -2341664 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2342403.250000 Penalty: 3266.168945
	Iteration 11Q: 3 clusters Score -2342403 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2342934.000000 Penalty: 3266.168945
	Iteration 12Q: 3 clusters Score -2342934 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2343319.500000 Penalty: 3266.168945
	Iteration 13Q: 3 clusters Score -2343320 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2343616.750000 Penalty: 3266.168945
	Iteration 14Q: 3 clusters Score -2343617 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2343800.250000 Penalty: 3266.168945
	Iteration 15Q: 3 clusters Score -2343800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2343939.750000 Penalty: 3266.168945
	Iteration 16Q: 3 clusters Score -2343940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2344051.000000 Penalty: 3266.168945
	Iteration 17Q: 3 clusters Score -2344051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2344147.500000 Penalty: 3266.168945
	Iteration 18Q: 3 clusters Score -2344148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2344200.500000 Penalty: 3266.168945
	Iteration 19Q: 3 clusters Score -2344200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2344249.250000 Penalty: 3266.168945
	Iteration 20F: 3 clusters Score -2344249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2344282.250000 Penalty: 3266.168945
	Iteration 21Q: 3 clusters Score -2344282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2344293.750000 Penalty: 3266.168945
	Iteration 22Q: 3 clusters Score -2344294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2344303.750000 Penalty: 3266.168945
	Iteration 23Q: 3 clusters Score -2344304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2344312.000000 Penalty: 3266.168945
	Iteration 24Q: 3 clusters Score -2344312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2344319.750000 Penalty: 3266.168945
	Iteration 25Q: 3 clusters Score -2344320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2344329.000000 Penalty: 3266.168945
	Iteration 26Q: 3 clusters Score -2344329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2344342.000000 Penalty: 3266.168945
	Iteration 27Q: 3 clusters Score -2344342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2344353.750000 Penalty: 3266.168945
	Iteration 28Q: 3 clusters Score -2344354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2344353.000000 Penalty: 3266.168945
	Iteration 29Q: 3 clusters Score -2344353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2344354.500000 Penalty: 3266.168945
	Iteration 30Q: 3 clusters Score -2344354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2344356.750000 Penalty: 3266.168945
	Iteration 31Q: 3 clusters Score -2344357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2344359.000000 Penalty: 3266.168945
	Iteration 32Q: 3 clusters Score -2344359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2344365.250000 Penalty: 3266.168945
	Iteration 33Q: 3 clusters Score -2344365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2344367.000000 Penalty: 3266.168945
	Iteration 34Q: 3 clusters Score -2344367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2344369.500000 Penalty: 3266.168945
	Iteration 35Q: 3 clusters Score -2344370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2344369.000000 Penalty: 3266.168945
	Iteration 36Q: 3 clusters Score -2344369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2344369.000000 Penalty: 3266.168945
	Iteration 37F: 3 clusters Score -2344369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -366786.000000 Penalty: 1340.895386
	Iteration 0F: 2 clusters Score -366786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -363601.781250 Penalty: 2681.790771
	Iteration 0F: 3 clusters Score -363601.8 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -364545.906250 Penalty: 2681.790771
	Iteration 1F: 3 clusters Score -364545.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -364738.125000 Penalty: 2681.790771
	Iteration 2F: 3 clusters Score -364738.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -364873.500000 Penalty: 2681.790771
	Iteration 3F: 3 clusters Score -364873.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -364986.093750 Penalty: 2681.790771
	Iteration 4Q: 3 clusters Score -364986.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -365091.968750 Penalty: 2681.790771
	Iteration 5Q: 3 clusters Score -365092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -365215.250000 Penalty: 2681.790771
	Iteration 6Q: 3 clusters Score -365215.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -365346.406250 Penalty: 2681.790771
	Iteration 7Q: 3 clusters Score -365346.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -365504.937500 Penalty: 2681.790771
	Iteration 8F: 3 clusters Score -365504.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -365638.656250 Penalty: 2681.790771
	Iteration 9Q: 3 clusters Score -365638.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -365738.250000 Penalty: 2681.790771
	Iteration 10Q: 3 clusters Score -365738.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -365795.718750 Penalty: 2681.790771
	Iteration 11Q: 3 clusters Score -365795.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -365845.906250 Penalty: 2681.790771
	Iteration 12Q: 3 clusters Score -365845.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -365891.687500 Penalty: 2681.790771
	Iteration 13Q: 3 clusters Score -365891.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -365933.062500 Penalty: 2681.790771
	Iteration 14Q: 3 clusters Score -365933.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -365959.781250 Penalty: 2681.790771
	Iteration 15Q: 3 clusters Score -365959.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -366019.000000 Penalty: 2681.790771
	Iteration 16Q: 3 clusters Score -366019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -366061.968750 Penalty: 2681.790771
	Iteration 17Q: 3 clusters Score -366062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -366093.968750 Penalty: 2681.790771
	Iteration 18Q: 3 clusters Score -366094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -366114.562500 Penalty: 2681.790771
	Iteration 19Q: 3 clusters Score -366114.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -366130.343750 Penalty: 2681.790771
	Iteration 20F: 3 clusters Score -366130.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -366137.687500 Penalty: 2681.790771
	Iteration 21Q: 3 clusters Score -366137.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -366142.218750 Penalty: 2681.790771
	Iteration 22Q: 3 clusters Score -366142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -366147.156250 Penalty: 2681.790771
	Iteration 23Q: 3 clusters Score -366147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -366148.875000 Penalty: 2681.790771
	Iteration 24Q: 3 clusters Score -366148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -366150.687500 Penalty: 2681.790771
	Iteration 25Q: 3 clusters Score -366150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -366152.156250 Penalty: 2681.790771
	Iteration 26Q: 3 clusters Score -366152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -366153.281250 Penalty: 2681.790771
	Iteration 27Q: 3 clusters Score -366153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -366155.250000 Penalty: 2681.790771
	Iteration 28Q: 3 clusters Score -366155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -366157.031250 Penalty: 2681.790771
	Iteration 29Q: 3 clusters Score -366157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -366158.656250 Penalty: 2681.790771
	Iteration 30Q: 3 clusters Score -366158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -366161.187500 Penalty: 2681.790771
	Iteration 31Q: 3 clusters Score -366161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -366161.093750 Penalty: 2681.790771
	Iteration 32Q: 3 clusters Score -366161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -366161.437500 Penalty: 2681.790771
	Iteration 33Q: 3 clusters Score -366161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -366161.781250 Penalty: 2681.790771
	Iteration 34Q: 3 clusters Score -366161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -366161.718750 Penalty: 2681.790771
	Iteration 35Q: 3 clusters Score -366161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -366163.531250 Penalty: 2681.790771
	Iteration 36Q: 3 clusters Score -366163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -366164.000000 Penalty: 2681.790771
	Iteration 37Q: 3 clusters Score -366164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -366164.937500 Penalty: 2681.790771
	Iteration 38Q: 3 clusters Score -366164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -366165.406250 Penalty: 2681.790771
	Iteration 39Q: 3 clusters Score -366165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -366164.843750 Penalty: 2681.790771
	Iteration 40F: 3 clusters Score -366164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -366165.312500 Penalty: 2681.790771
	Iteration 41Q: 3 clusters Score -366165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -366166.593750 Penalty: 2681.790771
	Iteration 42Q: 3 clusters Score -366166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -366166.312500 Penalty: 2681.790771
	Iteration 43Q: 3 clusters Score -366166.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -366166.312500 Penalty: 2681.790771
	Iteration 44F: 3 clusters Score -366166.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Entering Unmasked Estep 
Score: -1777550.125000 Penalty: 1577.197144
	Iteration 0F: 2 clusters Score -1777550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1766262.125000 Penalty: 3154.394287
	Iteration 0F: 3 clusters Score -1766262 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1770096.750000 Penalty: 3154.394287
	Iteration 1F: 3 clusters Score -1770097 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1770389.625000 Penalty: 3154.394287
	Iteration 2F: 3 clusters Score -1770390 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1770661.250000 Penalty: 3154.394287
	Iteration 3Q: 3 clusters Score -1770661 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1770918.500000 Penalty: 3154.394287
	Iteration 4Q: 3 clusters Score -1770918 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1771182.000000 Penalty: 3154.394287
	Iteration 5Q: 3 clusters Score -1771182 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1771472.000000 Penalty: 3154.394287
	Iteration 6Q: 3 clusters Score -1771472 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1771795.750000 Penalty: 3154.394287
	Iteration 7Q: 3 clusters Score -1771796 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1772179.625000 Penalty: 3154.394287
	Iteration 8Q: 3 clusters Score -1772180 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1772603.125000 Penalty: 3154.394287
	Iteration 9Q: 3 clusters Score -1772603 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1773102.500000 Penalty: 3154.394287
	Iteration 10Q: 3 clusters Score -1773102 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1773649.250000 Penalty: 3154.394287
	Iteration 11Q: 3 clusters Score -1773649 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1774198.875000 Penalty: 3154.394287
	Iteration 12Q: 3 clusters Score -1774199 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1774632.875000 Penalty: 3154.394287
	Iteration 13Q: 3 clusters Score -1774633 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1774935.125000 Penalty: 3154.394287
	Iteration 14Q: 3 clusters Score -1774935 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1775119.625000 Penalty: 3154.394287
	Iteration 15Q: 3 clusters Score -1775120 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1775227.875000 Penalty: 3154.394287
	Iteration 16Q: 3 clusters Score -1775228 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1775314.875000 Penalty: 3154.394287
	Iteration 17Q: 3 clusters Score -1775315 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1775384.375000 Penalty: 3154.394287
	Iteration 18Q: 3 clusters Score -1775384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1775463.250000 Penalty: 3154.394287
	Iteration 19Q: 3 clusters Score -1775463 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1775528.250000 Penalty: 3154.394287
	Iteration 20F: 3 clusters Score -1775528 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1775584.625000 Penalty: 3154.394287
	Iteration 21Q: 3 clusters Score -1775585 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1775641.625000 Penalty: 3154.394287
	Iteration 22Q: 3 clusters Score -1775642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1775703.250000 Penalty: 3154.394287
	Iteration 23Q: 3 clusters Score -1775703 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1775766.750000 Penalty: 3154.394287
	Iteration 24Q: 3 clusters Score -1775767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1775826.000000 Penalty: 3154.394287
	Iteration 25Q: 3 clusters Score -1775826 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1775881.250000 Penalty: 3154.394287
	Iteration 26Q: 3 clusters Score -1775881 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1775933.000000 Penalty: 3154.394287
	Iteration 27Q: 3 clusters Score -1775933 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1775976.375000 Penalty: 3154.394287
	Iteration 28Q: 3 clusters Score -1775976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1776009.750000 Penalty: 3154.394287
	Iteration 29Q: 3 clusters Score -1776010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1776043.000000 Penalty: 3154.394287
	Iteration 30Q: 3 clusters Score -1776043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1776063.125000 Penalty: 3154.394287
	Iteration 31Q: 3 clusters Score -1776063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1776085.875000 Penalty: 3154.394287
	Iteration 32Q: 3 clusters Score -1776086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1776100.625000 Penalty: 3154.394287
	Iteration 33Q: 3 clusters Score -1776101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1776128.750000 Penalty: 3154.394287
	Iteration 34Q: 3 clusters Score -1776129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1776148.375000 Penalty: 3154.394287
	Iteration 35Q: 3 clusters Score -1776148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1776167.625000 Penalty: 3154.394287
	Iteration 36Q: 3 clusters Score -1776168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1776186.500000 Penalty: 3154.394287
	Iteration 37Q: 3 clusters Score -1776186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1776205.750000 Penalty: 3154.394287
	Iteration 38Q: 3 clusters Score -1776206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1776215.375000 Penalty: 3154.394287
	Iteration 39Q: 3 clusters Score -1776215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1776222.000000 Penalty: 3154.394287
	Iteration 40F: 3 clusters Score -1776222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1776234.000000 Penalty: 3154.394287
	Iteration 41Q: 3 clusters Score -1776234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1776243.375000 Penalty: 3154.394287
	Iteration 42Q: 3 clusters Score -1776243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1776252.625000 Penalty: 3154.394287
	Iteration 43Q: 3 clusters Score -1776253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1776262.000000 Penalty: 3154.394287
	Iteration 44Q: 3 clusters Score -1776262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1776264.875000 Penalty: 3154.394287
	Iteration 45Q: 3 clusters Score -1776265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1776269.375000 Penalty: 3154.394287
	Iteration 46Q: 3 clusters Score -1776269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1776272.375000 Penalty: 3154.394287
	Iteration 47Q: 3 clusters Score -1776272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1776279.500000 Penalty: 3154.394287
	Iteration 48Q: 3 clusters Score -1776280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1776283.125000 Penalty: 3154.394287
	Iteration 49Q: 3 clusters Score -1776283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1776281.375000 Penalty: 3154.394287
	Iteration 50Q: 3 clusters Score -1776281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1776282.375000 Penalty: 3154.394287
	Iteration 51Q: 3 clusters Score -1776282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1776287.250000 Penalty: 3154.394287
	Iteration 52Q: 3 clusters Score -1776287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1776291.375000 Penalty: 3154.394287
	Iteration 53Q: 3 clusters Score -1776291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1776291.875000 Penalty: 3154.394287
	Iteration 54Q: 3 clusters Score -1776292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1776294.875000 Penalty: 3154.394287
	Iteration 55Q: 3 clusters Score -1776295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1776294.375000 Penalty: 3154.394287
	Iteration 56Q: 3 clusters Score -1776294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1776294.375000 Penalty: 3154.394287
	Iteration 57F: 3 clusters Score -1776294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -532312.875000 Penalty: 1396.520020
	Iteration 0F: 2 clusters Score -532312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -528040.875000 Penalty: 2793.040039
	Iteration 0F: 3 clusters Score -528040.9 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -529416.562500 Penalty: 2793.040039
	Iteration 1F: 3 clusters Score -529416.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -529803.187500 Penalty: 2793.040039
	Iteration 2F: 3 clusters Score -529803.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -530260.062500 Penalty: 2793.040039
	Iteration 3F: 3 clusters Score -530260.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -530744.812500 Penalty: 2793.040039
	Iteration 4F: 3 clusters Score -530744.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -531189.937500 Penalty: 2793.040039
	Iteration 5F: 3 clusters Score -531189.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -531467.437500 Penalty: 2793.040039
	Iteration 6F: 3 clusters Score -531467.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -531575.312500 Penalty: 2793.040039
	Iteration 7Q: 3 clusters Score -531575.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -531626.375000 Penalty: 2793.040039
	Iteration 8Q: 3 clusters Score -531626.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -531660.750000 Penalty: 2793.040039
	Iteration 9Q: 3 clusters Score -531660.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -531678.625000 Penalty: 2793.040039
	Iteration 10Q: 3 clusters Score -531678.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -531691.625000 Penalty: 2793.040039
	Iteration 11Q: 3 clusters Score -531691.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -531700.187500 Penalty: 2793.040039
	Iteration 12Q: 3 clusters Score -531700.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -531707.937500 Penalty: 2793.040039
	Iteration 13Q: 3 clusters Score -531707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -531710.812500 Penalty: 2793.040039
	Iteration 14Q: 3 clusters Score -531710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -531712.750000 Penalty: 2793.040039
	Iteration 15Q: 3 clusters Score -531712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -531714.562500 Penalty: 2793.040039
	Iteration 16Q: 3 clusters Score -531714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -531716.375000 Penalty: 2793.040039
	Iteration 17Q: 3 clusters Score -531716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -531717.937500 Penalty: 2793.040039
	Iteration 18Q: 3 clusters Score -531717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -531718.562500 Penalty: 2793.040039
	Iteration 19Q: 3 clusters Score -531718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -531722.562500 Penalty: 2793.040039
	Iteration 20F: 3 clusters Score -531722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -531725.125000 Penalty: 2793.040039
	Iteration 21Q: 3 clusters Score -531725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -531730.750000 Penalty: 2793.040039
	Iteration 22Q: 3 clusters Score -531730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -531734.375000 Penalty: 2793.040039
	Iteration 23Q: 3 clusters Score -531734.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -531739.250000 Penalty: 2793.040039
	Iteration 24Q: 3 clusters Score -531739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -531745.687500 Penalty: 2793.040039
	Iteration 25Q: 3 clusters Score -531745.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -531751.500000 Penalty: 2793.040039
	Iteration 26Q: 3 clusters Score -531751.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -531753.187500 Penalty: 2793.040039
	Iteration 27Q: 3 clusters Score -531753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -531758.562500 Penalty: 2793.040039
	Iteration 28Q: 3 clusters Score -531758.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -531765.625000 Penalty: 2793.040039
	Iteration 29Q: 3 clusters Score -531765.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -531775.812500 Penalty: 2793.040039
	Iteration 30Q: 3 clusters Score -531775.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -531785.312500 Penalty: 2793.040039
	Iteration 31Q: 3 clusters Score -531785.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -531792.687500 Penalty: 2793.040039
	Iteration 32Q: 3 clusters Score -531792.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -531799.250000 Penalty: 2793.040039
	Iteration 33Q: 3 clusters Score -531799.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -531802.125000 Penalty: 2793.040039
	Iteration 34Q: 3 clusters Score -531802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -531804.125000 Penalty: 2793.040039
	Iteration 35Q: 3 clusters Score -531804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -531806.000000 Penalty: 2793.040039
	Iteration 36Q: 3 clusters Score -531806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -531808.875000 Penalty: 2793.040039
	Iteration 37Q: 3 clusters Score -531808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -531812.062500 Penalty: 2793.040039
	Iteration 38Q: 3 clusters Score -531812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -531814.687500 Penalty: 2793.040039
	Iteration 39Q: 3 clusters Score -531814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -531816.562500 Penalty: 2793.040039
	Iteration 40F: 3 clusters Score -531816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -531819.750000 Penalty: 2793.040039
	Iteration 41Q: 3 clusters Score -531819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -531820.000000 Penalty: 2793.040039
	Iteration 42Q: 3 clusters Score -531820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -531820.500000 Penalty: 2793.040039
	Iteration 43Q: 3 clusters Score -531820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -531820.125000 Penalty: 2793.040039
	Iteration 44Q: 3 clusters Score -531820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -531820.937500 Penalty: 2793.040039
	Iteration 45Q: 3 clusters Score -531820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -531820.375000 Penalty: 2793.040039
	Iteration 46Q: 3 clusters Score -531820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -531820.375000 Penalty: 2793.040039
	Iteration 47F: 3 clusters Score -531820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Entering Unmasked Estep 
Score: -1685173.000000 Penalty: 1588.266479
	Iteration 0F: 2 clusters Score -1685173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1673232.750000 Penalty: 3176.532959
	Iteration 0F: 3 clusters Score -1673233 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1677761.750000 Penalty: 3176.532959
	Iteration 1F: 3 clusters Score -1677762 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1678592.250000 Penalty: 3176.532959
	Iteration 2F: 3 clusters Score -1678592 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1679470.250000 Penalty: 3176.532959
	Iteration 3F: 3 clusters Score -1679470 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1680220.750000 Penalty: 3176.532959
	Iteration 4F: 3 clusters Score -1680221 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1680780.125000 Penalty: 3176.532959
	Iteration 5F: 3 clusters Score -1680780 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1681194.000000 Penalty: 3176.532959
	Iteration 6Q: 3 clusters Score -1681194 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1681459.375000 Penalty: 3176.532959
	Iteration 7Q: 3 clusters Score -1681459 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1681608.375000 Penalty: 3176.532959
	Iteration 8Q: 3 clusters Score -1681608 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1681724.750000 Penalty: 3176.532959
	Iteration 9Q: 3 clusters Score -1681725 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1681831.875000 Penalty: 3176.532959
	Iteration 10Q: 3 clusters Score -1681832 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1681930.750000 Penalty: 3176.532959
	Iteration 11Q: 3 clusters Score -1681931 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1682015.500000 Penalty: 3176.532959
	Iteration 12Q: 3 clusters Score -1682016 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1682113.625000 Penalty: 3176.532959
	Iteration 13Q: 3 clusters Score -1682114 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1682217.250000 Penalty: 3176.532959
	Iteration 14Q: 3 clusters Score -1682217 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1682321.750000 Penalty: 3176.532959
	Iteration 15Q: 3 clusters Score -1682322 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1682439.500000 Penalty: 3176.532959
	Iteration 16Q: 3 clusters Score -1682440 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1682549.750000 Penalty: 3176.532959
	Iteration 17Q: 3 clusters Score -1682550 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1682661.750000 Penalty: 3176.532959
	Iteration 18Q: 3 clusters Score -1682662 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1682768.000000 Penalty: 3176.532959
	Iteration 19Q: 3 clusters Score -1682768 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1682877.750000 Penalty: 3176.532959
	Iteration 20F: 3 clusters Score -1682878 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1683000.500000 Penalty: 3176.532959
	Iteration 21Q: 3 clusters Score -1683000 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1683116.375000 Penalty: 3176.532959
	Iteration 22Q: 3 clusters Score -1683116 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1683238.375000 Penalty: 3176.532959
	Iteration 23Q: 3 clusters Score -1683238 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1683360.125000 Penalty: 3176.532959
	Iteration 24Q: 3 clusters Score -1683360 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1683481.875000 Penalty: 3176.532959
	Iteration 25Q: 3 clusters Score -1683482 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1683585.500000 Penalty: 3176.532959
	Iteration 26Q: 3 clusters Score -1683586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1683670.375000 Penalty: 3176.532959
	Iteration 27Q: 3 clusters Score -1683670 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1683728.000000 Penalty: 3176.532959
	Iteration 28Q: 3 clusters Score -1683728 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1683770.375000 Penalty: 3176.532959
	Iteration 29Q: 3 clusters Score -1683770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1683814.625000 Penalty: 3176.532959
	Iteration 30Q: 3 clusters Score -1683815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1683844.250000 Penalty: 3176.532959
	Iteration 31Q: 3 clusters Score -1683844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1683876.250000 Penalty: 3176.532959
	Iteration 32Q: 3 clusters Score -1683876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1683903.875000 Penalty: 3176.532959
	Iteration 33Q: 3 clusters Score -1683904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1683930.500000 Penalty: 3176.532959
	Iteration 34Q: 3 clusters Score -1683930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1683944.875000 Penalty: 3176.532959
	Iteration 35Q: 3 clusters Score -1683945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1683957.375000 Penalty: 3176.532959
	Iteration 36Q: 3 clusters Score -1683957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1683966.500000 Penalty: 3176.532959
	Iteration 37Q: 3 clusters Score -1683966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1683978.375000 Penalty: 3176.532959
	Iteration 38Q: 3 clusters Score -1683978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1683989.875000 Penalty: 3176.532959
	Iteration 39Q: 3 clusters Score -1683990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1683992.875000 Penalty: 3176.532959
	Iteration 40F: 3 clusters Score -1683993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1683999.875000 Penalty: 3176.532959
	Iteration 41Q: 3 clusters Score -1684000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1684009.875000 Penalty: 3176.532959
	Iteration 42Q: 3 clusters Score -1684010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1684017.375000 Penalty: 3176.532959
	Iteration 43Q: 3 clusters Score -1684017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1684021.375000 Penalty: 3176.532959
	Iteration 44Q: 3 clusters Score -1684021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1684027.750000 Penalty: 3176.532959
	Iteration 45Q: 3 clusters Score -1684028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1684027.375000 Penalty: 3176.532959
	Iteration 46Q: 3 clusters Score -1684027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1684030.250000 Penalty: 3176.532959
	Iteration 47Q: 3 clusters Score -1684030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1684036.625000 Penalty: 3176.532959
	Iteration 48Q: 3 clusters Score -1684037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1684040.875000 Penalty: 3176.532959
	Iteration 49Q: 3 clusters Score -1684041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1684042.000000 Penalty: 3176.532959
	Iteration 50Q: 3 clusters Score -1684042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1684049.000000 Penalty: 3176.532959
	Iteration 51Q: 3 clusters Score -1684049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1684053.250000 Penalty: 3176.532959
	Iteration 52Q: 3 clusters Score -1684053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1684062.625000 Penalty: 3176.532959
	Iteration 53Q: 3 clusters Score -1684063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1684069.375000 Penalty: 3176.532959
	Iteration 54Q: 3 clusters Score -1684069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1684078.375000 Penalty: 3176.532959
	Iteration 55Q: 3 clusters Score -1684078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1684079.250000 Penalty: 3176.532959
	Iteration 56Q: 3 clusters Score -1684079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1684079.750000 Penalty: 3176.532959
	Iteration 57Q: 3 clusters Score -1684080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1684079.375000 Penalty: 3176.532959
	Iteration 58Q: 3 clusters Score -1684079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1684080.000000 Penalty: 3176.532959
	Iteration 59Q: 3 clusters Score -1684080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1684082.500000 Penalty: 3176.532959
	Iteration 60F: 3 clusters Score -1684082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1684085.625000 Penalty: 3176.532959
	Iteration 61Q: 3 clusters Score -1684086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1684091.125000 Penalty: 3176.532959
	Iteration 62Q: 3 clusters Score -1684091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1684094.250000 Penalty: 3176.532959
	Iteration 63Q: 3 clusters Score -1684094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1684093.000000 Penalty: 3176.532959
	Iteration 64Q: 3 clusters Score -1684093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1684093.625000 Penalty: 3176.532959
	Iteration 65Q: 3 clusters Score -1684094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1684094.375000 Penalty: 3176.532959
	Iteration 66Q: 3 clusters Score -1684094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1684094.375000 Penalty: 3176.532959
	Iteration 67Q: 3 clusters Score -1684094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1684096.500000 Penalty: 3176.532959
	Iteration 68Q: 3 clusters Score -1684096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1684099.375000 Penalty: 3176.532959
	Iteration 69Q: 3 clusters Score -1684099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1684099.375000 Penalty: 3176.532959
	Iteration 70Q: 3 clusters Score -1684099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1684103.750000 Penalty: 3176.532959
	Iteration 71Q: 3 clusters Score -1684104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1684105.750000 Penalty: 3176.532959
	Iteration 72Q: 3 clusters Score -1684106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1684105.125000 Penalty: 3176.532959
	Iteration 73Q: 3 clusters Score -1684105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1684104.500000 Penalty: 3176.532959
	Iteration 74Q: 3 clusters Score -1684104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1684104.500000 Penalty: 3176.532959
	Iteration 75F: 3 clusters Score -1684104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -775016.562500 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -775016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -769539.687500 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -769539.7 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -771226.562500 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -771226.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -771614.562500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -771614.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -772056.812500 Penalty: 2890.366455
	Iteration 3F: 3 clusters Score -772056.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -772495.187500 Penalty: 2890.366455
	Iteration 4F: 3 clusters Score -772495.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -772949.437500 Penalty: 2890.366455
	Iteration 5F: 3 clusters Score -772949.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -773328.875000 Penalty: 2890.366455
	Iteration 6F: 3 clusters Score -773328.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -773619.000000 Penalty: 2890.366455
	Iteration 7F: 3 clusters Score -773619 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -773840.562500 Penalty: 2890.366455
	Iteration 8Q: 3 clusters Score -773840.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -773965.750000 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -773965.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -774041.750000 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -774041.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -774098.500000 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -774098.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -774145.187500 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -774145.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -774191.312500 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -774191.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -774238.875000 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -774238.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -774268.187500 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -774268.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -774293.812500 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -774293.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -774316.562500 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -774316.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -774341.062500 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -774341.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -774369.437500 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -774369.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -774389.625000 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -774389.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -774411.500000 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -774411.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -774433.312500 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -774433.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -774455.687500 Penalty: 2890.366455
	Iteration 23Q: 3 clusters Score -774455.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -774477.062500 Penalty: 2890.366455
	Iteration 24Q: 3 clusters Score -774477.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -774489.437500 Penalty: 2890.366455
	Iteration 25Q: 3 clusters Score -774489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -774497.187500 Penalty: 2890.366455
	Iteration 26Q: 3 clusters Score -774497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -774500.812500 Penalty: 2890.366455
	Iteration 27Q: 3 clusters Score -774500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -774504.750000 Penalty: 2890.366455
	Iteration 28Q: 3 clusters Score -774504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -774502.875000 Penalty: 2890.366455
	Iteration 29Q: 3 clusters Score -774502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -774503.750000 Penalty: 2890.366455
	Iteration 30Q: 3 clusters Score -774503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -774504.687500 Penalty: 2890.366455
	Iteration 31Q: 3 clusters Score -774504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -774504.500000 Penalty: 2890.366455
	Iteration 32Q: 3 clusters Score -774504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -774504.500000 Penalty: 2890.366455
	Iteration 33Q: 3 clusters Score -774504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -774504.875000 Penalty: 2890.366455
	Iteration 34Q: 3 clusters Score -774504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -774505.375000 Penalty: 2890.366455
	Iteration 35Q: 3 clusters Score -774505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -774505.312500 Penalty: 2890.366455
	Iteration 36Q: 3 clusters Score -774505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -774507.062500 Penalty: 2890.366455
	Iteration 37Q: 3 clusters Score -774507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -774507.125000 Penalty: 2890.366455
	Iteration 38Q: 3 clusters Score -774507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -774506.375000 Penalty: 2890.366455
	Iteration 39Q: 3 clusters Score -774506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -774507.062500 Penalty: 2890.366455
	Iteration 40F: 3 clusters Score -774507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Entering Unmasked Estep 
Score: -3062385.250000 Penalty: 1672.407471
	Iteration 0F: 2 clusters Score -3062385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3042217.000000 Penalty: 3344.814941
	Iteration 0F: 3 clusters Score -3042217 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3050032.750000 Penalty: 3344.814941
	Iteration 1F: 3 clusters Score -3050033 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3050809.750000 Penalty: 3344.814941
	Iteration 2F: 3 clusters Score -3050810 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3051838.500000 Penalty: 3344.814941
	Iteration 3F: 3 clusters Score -3051838 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3053130.500000 Penalty: 3344.814941
	Iteration 4F: 3 clusters Score -3053130 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3054583.250000 Penalty: 3344.814941
	Iteration 5F: 3 clusters Score -3054583 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3056083.750000 Penalty: 3344.814941
	Iteration 6F: 3 clusters Score -3056084 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3057539.750000 Penalty: 3344.814941
	Iteration 7F: 3 clusters Score -3057540 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3058671.250000 Penalty: 3344.814941
	Iteration 8Q: 3 clusters Score -3058671 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3059451.250000 Penalty: 3344.814941
	Iteration 9Q: 3 clusters Score -3059451 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3059942.750000 Penalty: 3344.814941
	Iteration 10Q: 3 clusters Score -3059943 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3060299.500000 Penalty: 3344.814941
	Iteration 11Q: 3 clusters Score -3060300 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3060531.750000 Penalty: 3344.814941
	Iteration 12Q: 3 clusters Score -3060532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3060691.000000 Penalty: 3344.814941
	Iteration 13Q: 3 clusters Score -3060691 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3060831.000000 Penalty: 3344.814941
	Iteration 14Q: 3 clusters Score -3060831 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3060940.500000 Penalty: 3344.814941
	Iteration 15Q: 3 clusters Score -3060940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3061059.500000 Penalty: 3344.814941
	Iteration 16Q: 3 clusters Score -3061060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3061146.000000 Penalty: 3344.814941
	Iteration 17Q: 3 clusters Score -3061146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3061212.750000 Penalty: 3344.814941
	Iteration 18Q: 3 clusters Score -3061213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3061269.250000 Penalty: 3344.814941
	Iteration 19Q: 3 clusters Score -3061269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3061309.750000 Penalty: 3344.814941
	Iteration 20F: 3 clusters Score -3061310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3061359.500000 Penalty: 3344.814941
	Iteration 21Q: 3 clusters Score -3061360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3061386.500000 Penalty: 3344.814941
	Iteration 22Q: 3 clusters Score -3061386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3061404.000000 Penalty: 3344.814941
	Iteration 23Q: 3 clusters Score -3061404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3061411.750000 Penalty: 3344.814941
	Iteration 24Q: 3 clusters Score -3061412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3061418.250000 Penalty: 3344.814941
	Iteration 25Q: 3 clusters Score -3061418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3061429.500000 Penalty: 3344.814941
	Iteration 26Q: 3 clusters Score -3061430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3061439.000000 Penalty: 3344.814941
	Iteration 27Q: 3 clusters Score -3061439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3061440.750000 Penalty: 3344.814941
	Iteration 28Q: 3 clusters Score -3061441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3061443.000000 Penalty: 3344.814941
	Iteration 29Q: 3 clusters Score -3061443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3061438.250000 Penalty: 3344.814941
	Iteration 30Q: 3 clusters Score -3061438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3061441.250000 Penalty: 3344.814941
	Iteration 31Q: 3 clusters Score -3061441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3061441.250000 Penalty: 3344.814941
	Iteration 32Q: 3 clusters Score -3061441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3061444.250000 Penalty: 3344.814941
	Iteration 33Q: 3 clusters Score -3061444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3061446.500000 Penalty: 3344.814941
	Iteration 34Q: 3 clusters Score -3061446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3061449.250000 Penalty: 3344.814941
	Iteration 35Q: 3 clusters Score -3061449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3061446.250000 Penalty: 3344.814941
	Iteration 36Q: 3 clusters Score -3061446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3061449.500000 Penalty: 3344.814941
	Iteration 37Q: 3 clusters Score -3061450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3061453.750000 Penalty: 3344.814941
	Iteration 38Q: 3 clusters Score -3061454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3061453.500000 Penalty: 3344.814941
	Iteration 39Q: 3 clusters Score -3061454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3061457.250000 Penalty: 3344.814941
	Iteration 40F: 3 clusters Score -3061457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3061457.250000 Penalty: 3344.814941
	Iteration 41Q: 3 clusters Score -3061457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3061460.250000 Penalty: 3344.814941
	Iteration 42Q: 3 clusters Score -3061460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3061459.750000 Penalty: 3344.814941
	Iteration 43Q: 3 clusters Score -3061460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3061459.750000 Penalty: 3344.814941
	Iteration 44F: 3 clusters Score -3061460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (103754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Entering Unmasked Estep 
Score: -10892014.000000 Penalty: 1876.838867
	Iteration 0F: 2 clusters Score -1.089201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -10822726.000000 Penalty: 3753.677734
	Iteration 0F: 3 clusters Score -1.082273e+07 nChanged 49504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -10852321.000000 Penalty: 3753.677734
	Iteration 1F: 3 clusters Score -1.085232e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -10853486.000000 Penalty: 3753.677734
	Iteration 2Q: 3 clusters Score -1.085349e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -10855322.000000 Penalty: 3753.677734
	Iteration 3Q: 3 clusters Score -1.085532e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -10858082.000000 Penalty: 3753.677734
	Iteration 4F: 3 clusters Score -1.085808e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -10862111.000000 Penalty: 3753.677734
	Iteration 5F: 3 clusters Score -1.086211e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -10867847.000000 Penalty: 3753.677734
	Iteration 6F: 3 clusters Score -1.086785e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -10874395.000000 Penalty: 3753.677734
	Iteration 7F: 3 clusters Score -1.08744e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -10880276.000000 Penalty: 3753.677734
	Iteration 8F: 3 clusters Score -1.088028e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -10884562.000000 Penalty: 3753.677734
	Iteration 9Q: 3 clusters Score -1.088456e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 97986 members 
Entering Unmasked Estep 
Score: -10887353.000000 Penalty: 3753.677734
	Iteration 10Q: 3 clusters Score -1.088735e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -10888952.000000 Penalty: 3753.677734
	Iteration 11Q: 3 clusters Score -1.088895e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -10889944.000000 Penalty: 3753.677734
	Iteration 12Q: 3 clusters Score -1.088994e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -10890565.000000 Penalty: 3753.677734
	Iteration 13Q: 3 clusters Score -1.089056e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -10890877.000000 Penalty: 3753.677734
	Iteration 14Q: 3 clusters Score -1.089088e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -10891044.000000 Penalty: 3753.677734
	Iteration 15Q: 3 clusters Score -1.089104e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -10891127.000000 Penalty: 3753.677734
	Iteration 16Q: 3 clusters Score -1.089113e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -10891213.000000 Penalty: 3753.677734
	Iteration 17Q: 3 clusters Score -1.089121e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -10891212.000000 Penalty: 3753.677734
	Iteration 18Q: 3 clusters Score -1.089121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -10891217.000000 Penalty: 3753.677734
	Iteration 19Q: 3 clusters Score -1.089122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -10891243.000000 Penalty: 3753.677734
	Iteration 20F: 3 clusters Score -1.089124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -10891249.000000 Penalty: 3753.677734
	Iteration 21Q: 3 clusters Score -1.089125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -10891252.000000 Penalty: 3753.677734
	Iteration 22Q: 3 clusters Score -1.089125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 102768 members 
Entering Unmasked Estep 
Score: -10891264.000000 Penalty: 3753.677734
	Iteration 23Q: 3 clusters Score -1.089126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -10891281.000000 Penalty: 3753.677734
	Iteration 24Q: 3 clusters Score -1.089128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -10891277.000000 Penalty: 3753.677734
	Iteration 25Q: 3 clusters Score -1.089128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -10891279.000000 Penalty: 3753.677734
	Iteration 26Q: 3 clusters Score -1.089128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -10891278.000000 Penalty: 3753.677734
	Iteration 27Q: 3 clusters Score -1.089128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -10891271.000000 Penalty: 3753.677734
	Iteration 28Q: 3 clusters Score -1.089127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -10891275.000000 Penalty: 3753.677734
	Iteration 29Q: 3 clusters Score -1.089128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -10891274.000000 Penalty: 3753.677734
	Iteration 30Q: 3 clusters Score -1.089127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -10891276.000000 Penalty: 3753.677734
	Iteration 31Q: 3 clusters Score -1.089128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -10891282.000000 Penalty: 3753.677734
	Iteration 32Q: 3 clusters Score -1.089128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -10891287.000000 Penalty: 3753.677734
	Iteration 33Q: 3 clusters Score -1.089129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -10891286.000000 Penalty: 3753.677734
	Iteration 34Q: 3 clusters Score -1.089129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -10891278.000000 Penalty: 3753.677734
	Iteration 35Q: 3 clusters Score -1.089128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -10891285.000000 Penalty: 3753.677734
	Iteration 36Q: 3 clusters Score -1.089128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -10891285.000000 Penalty: 3753.677734
	Iteration 37F: 3 clusters Score -1.089128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (32752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Entering Unmasked Estep 
Score: -3120786.750000 Penalty: 1689.466797
	Iteration 0F: 2 clusters Score -3120787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3098755.250000 Penalty: 3378.933594
	Iteration 0F: 3 clusters Score -3098755 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3107636.000000 Penalty: 3378.933594
	Iteration 1F: 3 clusters Score -3107636 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3108492.000000 Penalty: 3378.933594
	Iteration 2F: 3 clusters Score -3108492 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3109417.750000 Penalty: 3378.933594
	Iteration 3F: 3 clusters Score -3109418 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3110307.750000 Penalty: 3378.933594
	Iteration 4F: 3 clusters Score -3110308 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3111113.000000 Penalty: 3378.933594
	Iteration 5F: 3 clusters Score -3111113 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3111858.500000 Penalty: 3378.933594
	Iteration 6Q: 3 clusters Score -3111858 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3112497.250000 Penalty: 3378.933594
	Iteration 7Q: 3 clusters Score -3112497 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3113074.500000 Penalty: 3378.933594
	Iteration 8Q: 3 clusters Score -3113074 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3113616.500000 Penalty: 3378.933594
	Iteration 9Q: 3 clusters Score -3113616 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3114187.000000 Penalty: 3378.933594
	Iteration 10Q: 3 clusters Score -3114187 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3114705.500000 Penalty: 3378.933594
	Iteration 11Q: 3 clusters Score -3114706 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3115155.000000 Penalty: 3378.933594
	Iteration 12Q: 3 clusters Score -3115155 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3115570.500000 Penalty: 3378.933594
	Iteration 13Q: 3 clusters Score -3115570 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3115945.500000 Penalty: 3378.933594
	Iteration 14Q: 3 clusters Score -3115946 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3116325.500000 Penalty: 3378.933594
	Iteration 15Q: 3 clusters Score -3116326 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3116716.500000 Penalty: 3378.933594
	Iteration 16Q: 3 clusters Score -3116716 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3117113.250000 Penalty: 3378.933594
	Iteration 17Q: 3 clusters Score -3117113 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3117541.250000 Penalty: 3378.933594
	Iteration 18Q: 3 clusters Score -3117541 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3117889.000000 Penalty: 3378.933594
	Iteration 19Q: 3 clusters Score -3117889 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -3118209.500000 Penalty: 3378.933594
	Iteration 20F: 3 clusters Score -3118210 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3118445.250000 Penalty: 3378.933594
	Iteration 21Q: 3 clusters Score -3118445 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3118658.000000 Penalty: 3378.933594
	Iteration 22Q: 3 clusters Score -3118658 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3118842.000000 Penalty: 3378.933594
	Iteration 23Q: 3 clusters Score -3118842 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3119017.250000 Penalty: 3378.933594
	Iteration 24Q: 3 clusters Score -3119017 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3119139.250000 Penalty: 3378.933594
	Iteration 25Q: 3 clusters Score -3119139 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3119234.000000 Penalty: 3378.933594
	Iteration 26Q: 3 clusters Score -3119234 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3119357.250000 Penalty: 3378.933594
	Iteration 27Q: 3 clusters Score -3119357 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3119459.750000 Penalty: 3378.933594
	Iteration 28Q: 3 clusters Score -3119460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3119532.250000 Penalty: 3378.933594
	Iteration 29Q: 3 clusters Score -3119532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3119599.500000 Penalty: 3378.933594
	Iteration 30Q: 3 clusters Score -3119600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3119668.750000 Penalty: 3378.933594
	Iteration 31Q: 3 clusters Score -3119669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3119710.500000 Penalty: 3378.933594
	Iteration 32Q: 3 clusters Score -3119710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3119741.500000 Penalty: 3378.933594
	Iteration 33Q: 3 clusters Score -3119742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3119777.250000 Penalty: 3378.933594
	Iteration 34Q: 3 clusters Score -3119777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3119798.750000 Penalty: 3378.933594
	Iteration 35Q: 3 clusters Score -3119799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3119815.500000 Penalty: 3378.933594
	Iteration 36Q: 3 clusters Score -3119816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3119831.000000 Penalty: 3378.933594
	Iteration 37Q: 3 clusters Score -3119831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3119840.500000 Penalty: 3378.933594
	Iteration 38Q: 3 clusters Score -3119840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3119858.250000 Penalty: 3378.933594
	Iteration 39Q: 3 clusters Score -3119858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3119864.500000 Penalty: 3378.933594
	Iteration 40F: 3 clusters Score -3119864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3119874.750000 Penalty: 3378.933594
	Iteration 41Q: 3 clusters Score -3119875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3119872.250000 Penalty: 3378.933594
	Iteration 42Q: 3 clusters Score -3119872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -3119878.000000 Penalty: 3378.933594
	Iteration 43Q: 3 clusters Score -3119878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3119881.000000 Penalty: 3378.933594
	Iteration 44Q: 3 clusters Score -3119881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3119881.250000 Penalty: 3378.933594
	Iteration 45Q: 3 clusters Score -3119881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -3119882.000000 Penalty: 3378.933594
	Iteration 46Q: 3 clusters Score -3119882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3119879.750000 Penalty: 3378.933594
	Iteration 47Q: 3 clusters Score -3119880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3119881.000000 Penalty: 3378.933594
	Iteration 48Q: 3 clusters Score -3119881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -3119881.500000 Penalty: 3378.933594
	Iteration 49Q: 3 clusters Score -3119882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3119883.500000 Penalty: 3378.933594
	Iteration 50Q: 3 clusters Score -3119884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3119885.750000 Penalty: 3378.933594
	Iteration 51Q: 3 clusters Score -3119886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -3119886.750000 Penalty: 3378.933594
	Iteration 52Q: 3 clusters Score -3119887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3119887.750000 Penalty: 3378.933594
	Iteration 53Q: 3 clusters Score -3119888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -3119891.000000 Penalty: 3378.933594
	Iteration 54Q: 3 clusters Score -3119891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3119891.750000 Penalty: 3378.933594
	Iteration 55Q: 3 clusters Score -3119892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3119893.000000 Penalty: 3378.933594
	Iteration 56Q: 3 clusters Score -3119893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3119896.250000 Penalty: 3378.933594
	Iteration 57Q: 3 clusters Score -3119896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3119898.750000 Penalty: 3378.933594
	Iteration 58Q: 3 clusters Score -3119899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3119897.250000 Penalty: 3378.933594
	Iteration 59Q: 3 clusters Score -3119897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3119891.000000 Penalty: 3378.933594
	Iteration 60F: 3 clusters Score -3119891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3119892.000000 Penalty: 3378.933594
	Iteration 61Q: 3 clusters Score -3119892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3119888.250000 Penalty: 3378.933594
	Iteration 62Q: 3 clusters Score -3119888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3119891.250000 Penalty: 3378.933594
	Iteration 63Q: 3 clusters Score -3119891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3119891.500000 Penalty: 3378.933594
	Iteration 64Q: 3 clusters Score -3119892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3119891.500000 Penalty: 3378.933594
	Iteration 65F: 3 clusters Score -3119892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Entering Unmasked Estep 
Score: -853628.187500 Penalty: 1477.944214
	Iteration 0F: 2 clusters Score -853628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -847222.062500 Penalty: 2955.888428
	Iteration 0F: 3 clusters Score -847222.1 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -849477.187500 Penalty: 2955.888428
	Iteration 1F: 3 clusters Score -849477.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -849962.875000 Penalty: 2955.888428
	Iteration 2F: 3 clusters Score -849962.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -850458.062500 Penalty: 2955.888428
	Iteration 3F: 3 clusters Score -850458.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -850938.250000 Penalty: 2955.888428
	Iteration 4F: 3 clusters Score -850938.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -851402.312500 Penalty: 2955.888428
	Iteration 5F: 3 clusters Score -851402.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -851824.187500 Penalty: 2955.888428
	Iteration 6F: 3 clusters Score -851824.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -852210.687500 Penalty: 2955.888428
	Iteration 7F: 3 clusters Score -852210.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -852525.000000 Penalty: 2955.888428
	Iteration 8Q: 3 clusters Score -852525 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -852755.312500 Penalty: 2955.888428
	Iteration 9Q: 3 clusters Score -852755.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -852928.312500 Penalty: 2955.888428
	Iteration 10Q: 3 clusters Score -852928.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -853071.312500 Penalty: 2955.888428
	Iteration 11Q: 3 clusters Score -853071.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -853184.937500 Penalty: 2955.888428
	Iteration 12Q: 3 clusters Score -853184.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -853270.312500 Penalty: 2955.888428
	Iteration 13Q: 3 clusters Score -853270.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -853329.687500 Penalty: 2955.888428
	Iteration 14Q: 3 clusters Score -853329.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -853385.062500 Penalty: 2955.888428
	Iteration 15Q: 3 clusters Score -853385.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -853420.625000 Penalty: 2955.888428
	Iteration 16Q: 3 clusters Score -853420.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -853451.125000 Penalty: 2955.888428
	Iteration 17Q: 3 clusters Score -853451.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -853478.750000 Penalty: 2955.888428
	Iteration 18Q: 3 clusters Score -853478.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -853501.187500 Penalty: 2955.888428
	Iteration 19Q: 3 clusters Score -853501.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -853524.250000 Penalty: 2955.888428
	Iteration 20F: 3 clusters Score -853524.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -853547.562500 Penalty: 2955.888428
	Iteration 21Q: 3 clusters Score -853547.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -853571.562500 Penalty: 2955.888428
	Iteration 22Q: 3 clusters Score -853571.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -853598.312500 Penalty: 2955.888428
	Iteration 23Q: 3 clusters Score -853598.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -853620.375000 Penalty: 2955.888428
	Iteration 24Q: 3 clusters Score -853620.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -853633.687500 Penalty: 2955.888428
	Iteration 25Q: 3 clusters Score -853633.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -853644.750000 Penalty: 2955.888428
	Iteration 26Q: 3 clusters Score -853644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -853660.187500 Penalty: 2955.888428
	Iteration 27Q: 3 clusters Score -853660.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -853679.562500 Penalty: 2955.888428
	Iteration 28Q: 3 clusters Score -853679.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -853689.562500 Penalty: 2955.888428
	Iteration 29Q: 3 clusters Score -853689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -853698.187500 Penalty: 2955.888428
	Iteration 30Q: 3 clusters Score -853698.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -853710.250000 Penalty: 2955.888428
	Iteration 31Q: 3 clusters Score -853710.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -853716.250000 Penalty: 2955.888428
	Iteration 32Q: 3 clusters Score -853716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -853726.562500 Penalty: 2955.888428
	Iteration 33Q: 3 clusters Score -853726.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -853731.062500 Penalty: 2955.888428
	Iteration 34Q: 3 clusters Score -853731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -853734.250000 Penalty: 2955.888428
	Iteration 35Q: 3 clusters Score -853734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -853741.750000 Penalty: 2955.888428
	Iteration 36Q: 3 clusters Score -853741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -853741.062500 Penalty: 2955.888428
	Iteration 37Q: 3 clusters Score -853741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -853742.625000 Penalty: 2955.888428
	Iteration 38Q: 3 clusters Score -853742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -853743.312500 Penalty: 2955.888428
	Iteration 39Q: 3 clusters Score -853743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -853743.312500 Penalty: 2955.888428
	Iteration 40F: 3 clusters Score -853743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 8176 members 
Entering Unmasked Estep 
Score: -154069024.000000 Penalty: 106475.343750
Splitting cluster 31 changes total score from -154069808.000000 to -154069024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -274025.593750 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -274025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -271521.562500 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -271521.6 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -272156.812500 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -272156.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272317.218750 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -272317.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -272422.281250 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -272422.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -272498.718750 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -272498.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272573.343750 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -272573.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -272631.906250 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -272631.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -272686.187500 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -272686.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -272751.781250 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -272751.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -272835.187500 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -272835.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -272929.812500 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -272929.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -272987.562500 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -272987.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -273014.375000 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -273014.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -273033.593750 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -273033.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -273044.125000 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -273044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -273047.625000 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -273047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -273050.468750 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -273050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -273052.125000 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -273052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -273053.750000 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -273053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -273054.687500 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -273054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -273056.531250 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -273056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -273058.906250 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -273058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -273062.031250 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -273062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -273065.062500 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -273065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -273068.906250 Penalty: 2572.250732
	Iteration 24Q: 3 clusters Score -273068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -273072.812500 Penalty: 2572.250732
	Iteration 25Q: 3 clusters Score -273072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -273074.187500 Penalty: 2572.250732
	Iteration 26Q: 3 clusters Score -273074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -273075.812500 Penalty: 2572.250732
	Iteration 27Q: 3 clusters Score -273075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -273076.625000 Penalty: 2572.250732
	Iteration 28Q: 3 clusters Score -273076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -273077.656250 Penalty: 2572.250732
	Iteration 29Q: 3 clusters Score -273077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -273079.281250 Penalty: 2572.250732
	Iteration 30Q: 3 clusters Score -273079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -273081.843750 Penalty: 2572.250732
	Iteration 31Q: 3 clusters Score -273081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -273082.250000 Penalty: 2572.250732
	Iteration 32Q: 3 clusters Score -273082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273082.687500 Penalty: 2572.250732
	Iteration 33Q: 3 clusters Score -273082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273082.906250 Penalty: 2572.250732
	Iteration 34Q: 3 clusters Score -273082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273083.156250 Penalty: 2572.250732
	Iteration 35Q: 3 clusters Score -273083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273083.875000 Penalty: 2572.250732
	Iteration 36Q: 3 clusters Score -273083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -273084.593750 Penalty: 2572.250732
	Iteration 37Q: 3 clusters Score -273084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273084.781250 Penalty: 2572.250732
	Iteration 38Q: 3 clusters Score -273084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -273084.531250 Penalty: 2572.250732
	Iteration 39Q: 3 clusters Score -273084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -273084.531250 Penalty: 2572.250732
	Iteration 40F: 3 clusters Score -273084.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -485477.281250 Penalty: 1379.529175
	Iteration 0F: 2 clusters Score -485477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -481530.093750 Penalty: 2759.058350
	Iteration 0F: 3 clusters Score -481530.1 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -482627.531250 Penalty: 2759.058350
	Iteration 1F: 3 clusters Score -482627.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -482868.656250 Penalty: 2759.058350
	Iteration 2F: 3 clusters Score -482868.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -483038.187500 Penalty: 2759.058350
	Iteration 3F: 3 clusters Score -483038.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -483193.906250 Penalty: 2759.058350
	Iteration 4Q: 3 clusters Score -483193.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -483382.625000 Penalty: 2759.058350
	Iteration 5Q: 3 clusters Score -483382.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -483652.687500 Penalty: 2759.058350
	Iteration 6F: 3 clusters Score -483652.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -483934.187500 Penalty: 2759.058350
	Iteration 7F: 3 clusters Score -483934.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -484247.468750 Penalty: 2759.058350
	Iteration 8F: 3 clusters Score -484247.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -484589.437500 Penalty: 2759.058350
	Iteration 9F: 3 clusters Score -484589.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -484908.093750 Penalty: 2759.058350
	Iteration 10F: 3 clusters Score -484908.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -485160.406250 Penalty: 2759.058350
	Iteration 11Q: 3 clusters Score -485160.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -485313.843750 Penalty: 2759.058350
	Iteration 12Q: 3 clusters Score -485313.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -485398.937500 Penalty: 2759.058350
	Iteration 13Q: 3 clusters Score -485398.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -485440.156250 Penalty: 2759.058350
	Iteration 14Q: 3 clusters Score -485440.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -485458.843750 Penalty: 2759.058350
	Iteration 15Q: 3 clusters Score -485458.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -485468.187500 Penalty: 2759.058350
	Iteration 16Q: 3 clusters Score -485468.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -485472.031250 Penalty: 2759.058350
	Iteration 17Q: 3 clusters Score -485472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -485475.562500 Penalty: 2759.058350
	Iteration 18Q: 3 clusters Score -485475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -485475.500000 Penalty: 2759.058350
	Iteration 19Q: 3 clusters Score -485475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -485477.812500 Penalty: 2759.058350
	Iteration 20F: 3 clusters Score -485477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -485478.281250 Penalty: 2759.058350
	Iteration 21Q: 3 clusters Score -485478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -485478.406250 Penalty: 2759.058350
	Iteration 22Q: 3 clusters Score -485478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -485479.593750 Penalty: 2759.058350
	Iteration 23Q: 3 clusters Score -485479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -485479.593750 Penalty: 2759.058350
	Iteration 24F: 3 clusters Score -485479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1757 members 
Entering Unmasked Estep 
Score: -154068720.000000 Penalty: 106475.343750
Splitting cluster 33 changes total score from -154069808.000000 to -154068720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (41135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Entering Unmasked Estep 
Score: -4278149.500000 Penalty: 1726.499878
	Iteration 0F: 2 clusters Score -4278150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4250418.000000 Penalty: 3452.999756
	Iteration 0F: 3 clusters Score -4250418 nChanged 19314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4261318.500000 Penalty: 3452.999756
	Iteration 1F: 3 clusters Score -4261318 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4261785.000000 Penalty: 3452.999756
	Iteration 2Q: 3 clusters Score -4261785 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4262309.500000 Penalty: 3452.999756
	Iteration 3Q: 3 clusters Score -4262310 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -4263033.500000 Penalty: 3452.999756
	Iteration 4Q: 3 clusters Score -4263034 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -4264199.500000 Penalty: 3452.999756
	Iteration 5F: 3 clusters Score -4264200 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4266251.000000 Penalty: 3452.999756
	Iteration 6F: 3 clusters Score -4266251 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4269068.000000 Penalty: 3452.999756
	Iteration 7F: 3 clusters Score -4269068 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4271903.500000 Penalty: 3452.999756
	Iteration 8F: 3 clusters Score -4271904 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4273996.000000 Penalty: 3452.999756
	Iteration 9F: 3 clusters Score -4273996 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -4275251.500000 Penalty: 3452.999756
	Iteration 10Q: 3 clusters Score -4275252 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -4275946.500000 Penalty: 3452.999756
	Iteration 11Q: 3 clusters Score -4275946 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -4276300.500000 Penalty: 3452.999756
	Iteration 12Q: 3 clusters Score -4276300 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4276499.000000 Penalty: 3452.999756
	Iteration 13Q: 3 clusters Score -4276499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4276592.500000 Penalty: 3452.999756
	Iteration 14Q: 3 clusters Score -4276592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4276626.500000 Penalty: 3452.999756
	Iteration 15Q: 3 clusters Score -4276626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4276651.500000 Penalty: 3452.999756
	Iteration 16Q: 3 clusters Score -4276652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -4276664.500000 Penalty: 3452.999756
	Iteration 17Q: 3 clusters Score -4276664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4276671.500000 Penalty: 3452.999756
	Iteration 18Q: 3 clusters Score -4276672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4276676.500000 Penalty: 3452.999756
	Iteration 19Q: 3 clusters Score -4276676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4276681.000000 Penalty: 3452.999756
	Iteration 20F: 3 clusters Score -4276681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4276681.000000 Penalty: 3452.999756
	Iteration 21Q: 3 clusters Score -4276681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4276684.500000 Penalty: 3452.999756
	Iteration 22Q: 3 clusters Score -4276684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -4276687.000000 Penalty: 3452.999756
	Iteration 23Q: 3 clusters Score -4276687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -4276689.500000 Penalty: 3452.999756
	Iteration 24Q: 3 clusters Score -4276690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -4276695.000000 Penalty: 3452.999756
	Iteration 25Q: 3 clusters Score -4276695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4276694.000000 Penalty: 3452.999756
	Iteration 26Q: 3 clusters Score -4276694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4276697.000000 Penalty: 3452.999756
	Iteration 27Q: 3 clusters Score -4276697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4276696.500000 Penalty: 3452.999756
	Iteration 28Q: 3 clusters Score -4276696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4276699.000000 Penalty: 3452.999756
	Iteration 29Q: 3 clusters Score -4276699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -4276702.000000 Penalty: 3452.999756
	Iteration 30Q: 3 clusters Score -4276702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -4276705.500000 Penalty: 3452.999756
	Iteration 31Q: 3 clusters Score -4276706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4276714.000000 Penalty: 3452.999756
	Iteration 32Q: 3 clusters Score -4276714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4276718.000000 Penalty: 3452.999756
	Iteration 33Q: 3 clusters Score -4276718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4276717.500000 Penalty: 3452.999756
	Iteration 34Q: 3 clusters Score -4276718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4276727.500000 Penalty: 3452.999756
	Iteration 35Q: 3 clusters Score -4276728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -4276732.500000 Penalty: 3452.999756
	Iteration 36Q: 3 clusters Score -4276732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4276731.500000 Penalty: 3452.999756
	Iteration 37Q: 3 clusters Score -4276732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4276737.500000 Penalty: 3452.999756
	Iteration 38Q: 3 clusters Score -4276738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4276741.000000 Penalty: 3452.999756
	Iteration 39Q: 3 clusters Score -4276741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4276741.000000 Penalty: 3452.999756
	Iteration 40F: 3 clusters Score -4276741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -547344.312500 Penalty: 1402.430786
	Iteration 0F: 2 clusters Score -547344.3 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 2790 members 
Entering Unmasked Estep 
Score: -543075.562500 Penalty: 2804.861572
	Iteration 0F: 3 clusters Score -543075.6 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -544601.062500 Penalty: 2804.861572
	Iteration 1F: 3 clusters Score -544601.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -545083.937500 Penalty: 2804.861572
	Iteration 2F: 3 clusters Score -545083.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -545441.562500 Penalty: 2804.861572
	Iteration 3F: 3 clusters Score -545441.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -545693.687500 Penalty: 2804.861572
	Iteration 4F: 3 clusters Score -545693.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -545858.312500 Penalty: 2804.861572
	Iteration 5Q: 3 clusters Score -545858.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -545960.375000 Penalty: 2804.861572
	Iteration 6Q: 3 clusters Score -545960.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -546012.937500 Penalty: 2804.861572
	Iteration 7Q: 3 clusters Score -546012.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -546057.812500 Penalty: 2804.861572
	Iteration 8Q: 3 clusters Score -546057.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -546089.625000 Penalty: 2804.861572
	Iteration 9Q: 3 clusters Score -546089.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -546112.500000 Penalty: 2804.861572
	Iteration 10Q: 3 clusters Score -546112.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -546132.437500 Penalty: 2804.861572
	Iteration 11Q: 3 clusters Score -546132.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -546147.437500 Penalty: 2804.861572
	Iteration 12Q: 3 clusters Score -546147.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -546161.250000 Penalty: 2804.861572
	Iteration 13Q: 3 clusters Score -546161.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -546175.937500 Penalty: 2804.861572
	Iteration 14Q: 3 clusters Score -546175.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -546191.312500 Penalty: 2804.861572
	Iteration 15Q: 3 clusters Score -546191.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -546202.937500 Penalty: 2804.861572
	Iteration 16Q: 3 clusters Score -546202.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -546212.562500 Penalty: 2804.861572
	Iteration 17Q: 3 clusters Score -546212.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -546225.125000 Penalty: 2804.861572
	Iteration 18Q: 3 clusters Score -546225.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -546235.437500 Penalty: 2804.861572
	Iteration 19Q: 3 clusters Score -546235.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -546246.562500 Penalty: 2804.861572
	Iteration 20F: 3 clusters Score -546246.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -546257.500000 Penalty: 2804.861572
	Iteration 21Q: 3 clusters Score -546257.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -546271.812500 Penalty: 2804.861572
	Iteration 22Q: 3 clusters Score -546271.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -546284.812500 Penalty: 2804.861572
	Iteration 23Q: 3 clusters Score -546284.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -546295.875000 Penalty: 2804.861572
	Iteration 24Q: 3 clusters Score -546295.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -546308.312500 Penalty: 2804.861572
	Iteration 25Q: 3 clusters Score -546308.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -546323.750000 Penalty: 2804.861572
	Iteration 26Q: 3 clusters Score -546323.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -546332.437500 Penalty: 2804.861572
	Iteration 27Q: 3 clusters Score -546332.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -546339.937500 Penalty: 2804.861572
	Iteration 28Q: 3 clusters Score -546339.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -546348.937500 Penalty: 2804.861572
	Iteration 29Q: 3 clusters Score -546348.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -546356.187500 Penalty: 2804.861572
	Iteration 30Q: 3 clusters Score -546356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -546360.437500 Penalty: 2804.861572
	Iteration 31Q: 3 clusters Score -546360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -546365.000000 Penalty: 2804.861572
	Iteration 32Q: 3 clusters Score -546365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -546371.312500 Penalty: 2804.861572
	Iteration 33Q: 3 clusters Score -546371.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -546371.937500 Penalty: 2804.861572
	Iteration 34Q: 3 clusters Score -546371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -546374.875000 Penalty: 2804.861572
	Iteration 35Q: 3 clusters Score -546374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -546375.875000 Penalty: 2804.861572
	Iteration 36Q: 3 clusters Score -546375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -546378.437500 Penalty: 2804.861572
	Iteration 37Q: 3 clusters Score -546378.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -546381.625000 Penalty: 2804.861572
	Iteration 38Q: 3 clusters Score -546381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -546384.437500 Penalty: 2804.861572
	Iteration 39Q: 3 clusters Score -546384.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -546386.562500 Penalty: 2804.861572
	Iteration 40F: 3 clusters Score -546386.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -546389.437500 Penalty: 2804.861572
	Iteration 41Q: 3 clusters Score -546389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -546391.375000 Penalty: 2804.861572
	Iteration 42Q: 3 clusters Score -546391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -546391.937500 Penalty: 2804.861572
	Iteration 43Q: 3 clusters Score -546391.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -546394.250000 Penalty: 2804.861572
	Iteration 44Q: 3 clusters Score -546394.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -546397.312500 Penalty: 2804.861572
	Iteration 45Q: 3 clusters Score -546397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -546400.187500 Penalty: 2804.861572
	Iteration 46Q: 3 clusters Score -546400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -546403.437500 Penalty: 2804.861572
	Iteration 47Q: 3 clusters Score -546403.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -546406.875000 Penalty: 2804.861572
	Iteration 48Q: 3 clusters Score -546406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -546408.375000 Penalty: 2804.861572
	Iteration 49Q: 3 clusters Score -546408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -546410.500000 Penalty: 2804.861572
	Iteration 50Q: 3 clusters Score -546410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -546411.500000 Penalty: 2804.861572
	Iteration 51Q: 3 clusters Score -546411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -546415.437500 Penalty: 2804.861572
	Iteration 52Q: 3 clusters Score -546415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -546418.000000 Penalty: 2804.861572
	Iteration 53Q: 3 clusters Score -546418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -546417.937500 Penalty: 2804.861572
	Iteration 54Q: 3 clusters Score -546417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -546418.312500 Penalty: 2804.861572
	Iteration 55Q: 3 clusters Score -546418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -546419.125000 Penalty: 2804.861572
	Iteration 56Q: 3 clusters Score -546419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -546419.125000 Penalty: 2804.861572
	Iteration 57F: 3 clusters Score -546419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Entering Unmasked Estep 
Score: -3037413.250000 Penalty: 1671.268311
	Iteration 0F: 2 clusters Score -3037413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3017715.750000 Penalty: 3342.536621
	Iteration 0F: 3 clusters Score -3017716 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3025075.500000 Penalty: 3342.536621
	Iteration 1F: 3 clusters Score -3025076 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3025479.750000 Penalty: 3342.536621
	Iteration 2Q: 3 clusters Score -3025480 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3025952.000000 Penalty: 3342.536621
	Iteration 3Q: 3 clusters Score -3025952 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3026499.500000 Penalty: 3342.536621
	Iteration 4Q: 3 clusters Score -3026500 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3027200.500000 Penalty: 3342.536621
	Iteration 5Q: 3 clusters Score -3027200 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3028132.500000 Penalty: 3342.536621
	Iteration 6F: 3 clusters Score -3028132 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3029261.500000 Penalty: 3342.536621
	Iteration 7F: 3 clusters Score -3029262 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3030528.000000 Penalty: 3342.536621
	Iteration 8F: 3 clusters Score -3030528 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3031704.750000 Penalty: 3342.536621
	Iteration 9F: 3 clusters Score -3031705 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3032610.000000 Penalty: 3342.536621
	Iteration 10Q: 3 clusters Score -3032610 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3033230.250000 Penalty: 3342.536621
	Iteration 11Q: 3 clusters Score -3033230 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3033722.750000 Penalty: 3342.536621
	Iteration 12Q: 3 clusters Score -3033723 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3034076.250000 Penalty: 3342.536621
	Iteration 13Q: 3 clusters Score -3034076 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3034379.000000 Penalty: 3342.536621
	Iteration 14Q: 3 clusters Score -3034379 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3034645.750000 Penalty: 3342.536621
	Iteration 15Q: 3 clusters Score -3034646 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3034894.250000 Penalty: 3342.536621
	Iteration 16Q: 3 clusters Score -3034894 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3035111.750000 Penalty: 3342.536621
	Iteration 17Q: 3 clusters Score -3035112 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3035305.250000 Penalty: 3342.536621
	Iteration 18Q: 3 clusters Score -3035305 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3035491.000000 Penalty: 3342.536621
	Iteration 19Q: 3 clusters Score -3035491 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3035641.250000 Penalty: 3342.536621
	Iteration 20F: 3 clusters Score -3035641 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3035769.250000 Penalty: 3342.536621
	Iteration 21Q: 3 clusters Score -3035769 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3035875.500000 Penalty: 3342.536621
	Iteration 22Q: 3 clusters Score -3035876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3035945.750000 Penalty: 3342.536621
	Iteration 23Q: 3 clusters Score -3035946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3035984.250000 Penalty: 3342.536621
	Iteration 24Q: 3 clusters Score -3035984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3036016.250000 Penalty: 3342.536621
	Iteration 25Q: 3 clusters Score -3036016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3036032.500000 Penalty: 3342.536621
	Iteration 26Q: 3 clusters Score -3036032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3036039.750000 Penalty: 3342.536621
	Iteration 27Q: 3 clusters Score -3036040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3036060.500000 Penalty: 3342.536621
	Iteration 28Q: 3 clusters Score -3036060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3036069.000000 Penalty: 3342.536621
	Iteration 29Q: 3 clusters Score -3036069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3036071.500000 Penalty: 3342.536621
	Iteration 30Q: 3 clusters Score -3036072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3036082.500000 Penalty: 3342.536621
	Iteration 31Q: 3 clusters Score -3036082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3036086.000000 Penalty: 3342.536621
	Iteration 32Q: 3 clusters Score -3036086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3036098.000000 Penalty: 3342.536621
	Iteration 33Q: 3 clusters Score -3036098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3036107.500000 Penalty: 3342.536621
	Iteration 34Q: 3 clusters Score -3036108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3036110.000000 Penalty: 3342.536621
	Iteration 35Q: 3 clusters Score -3036110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3036111.750000 Penalty: 3342.536621
	Iteration 36Q: 3 clusters Score -3036112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3036109.000000 Penalty: 3342.536621
	Iteration 37Q: 3 clusters Score -3036109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3036116.000000 Penalty: 3342.536621
	Iteration 38Q: 3 clusters Score -3036116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3036117.500000 Penalty: 3342.536621
	Iteration 39Q: 3 clusters Score -3036118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3036116.250000 Penalty: 3342.536621
	Iteration 40F: 3 clusters Score -3036116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3036122.000000 Penalty: 3342.536621
	Iteration 41Q: 3 clusters Score -3036122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3036130.500000 Penalty: 3342.536621
	Iteration 42Q: 3 clusters Score -3036130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3036131.250000 Penalty: 3342.536621
	Iteration 43Q: 3 clusters Score -3036131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3036130.000000 Penalty: 3342.536621
	Iteration 44Q: 3 clusters Score -3036130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3036134.250000 Penalty: 3342.536621
	Iteration 45Q: 3 clusters Score -3036134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3036137.750000 Penalty: 3342.536621
	Iteration 46Q: 3 clusters Score -3036138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3036133.250000 Penalty: 3342.536621
	Iteration 47Q: 3 clusters Score -3036133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3036135.500000 Penalty: 3342.536621
	Iteration 48Q: 3 clusters Score -3036136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3036138.250000 Penalty: 3342.536621
	Iteration 49Q: 3 clusters Score -3036138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3036137.000000 Penalty: 3342.536621
	Iteration 50Q: 3 clusters Score -3036137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3036134.750000 Penalty: 3342.536621
	Iteration 51Q: 3 clusters Score -3036135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3036133.500000 Penalty: 3342.536621
	Iteration 52Q: 3 clusters Score -3036134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3036133.500000 Penalty: 3342.536621
	Iteration 53F: 3 clusters Score -3036134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -291690.343750 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -291690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -288846.500000 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -288846.5 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -290036.843750 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -290036.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -290386.343750 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -290386.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290602.062500 Penalty: 2635.791016
	Iteration 3F: 3 clusters Score -290602.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -290736.937500 Penalty: 2635.791016
	Iteration 4F: 3 clusters Score -290736.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -290846.656250 Penalty: 2635.791016
	Iteration 5Q: 3 clusters Score -290846.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290915.593750 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -290915.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290964.531250 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -290964.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -291001.656250 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -291001.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -291025.812500 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -291025.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291039.062500 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -291039.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -291053.000000 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -291053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291070.343750 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -291070.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291091.375000 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -291091.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -291116.156250 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -291116.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -291137.187500 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -291137.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -291161.593750 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -291161.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291201.968750 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -291202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291242.781250 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -291242.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -291269.281250 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -291269.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291299.812500 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -291299.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -291337.312500 Penalty: 2635.791016
	Iteration 21Q: 3 clusters Score -291337.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291374.968750 Penalty: 2635.791016
	Iteration 22Q: 3 clusters Score -291375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -291399.812500 Penalty: 2635.791016
	Iteration 23Q: 3 clusters Score -291399.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291425.687500 Penalty: 2635.791016
	Iteration 24Q: 3 clusters Score -291425.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291449.562500 Penalty: 2635.791016
	Iteration 25Q: 3 clusters Score -291449.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -291472.375000 Penalty: 2635.791016
	Iteration 26Q: 3 clusters Score -291472.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -291489.468750 Penalty: 2635.791016
	Iteration 27Q: 3 clusters Score -291489.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -291504.406250 Penalty: 2635.791016
	Iteration 28Q: 3 clusters Score -291504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -291521.937500 Penalty: 2635.791016
	Iteration 29Q: 3 clusters Score -291521.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -291541.687500 Penalty: 2635.791016
	Iteration 30Q: 3 clusters Score -291541.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -291563.156250 Penalty: 2635.791016
	Iteration 31Q: 3 clusters Score -291563.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -291584.687500 Penalty: 2635.791016
	Iteration 32Q: 3 clusters Score -291584.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -291599.562500 Penalty: 2635.791016
	Iteration 33Q: 3 clusters Score -291599.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -291613.937500 Penalty: 2635.791016
	Iteration 34Q: 3 clusters Score -291613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -291626.781250 Penalty: 2635.791016
	Iteration 35Q: 3 clusters Score -291626.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -291634.750000 Penalty: 2635.791016
	Iteration 36Q: 3 clusters Score -291634.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291647.406250 Penalty: 2635.791016
	Iteration 37Q: 3 clusters Score -291647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -291654.312500 Penalty: 2635.791016
	Iteration 38Q: 3 clusters Score -291654.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -291661.875000 Penalty: 2635.791016
	Iteration 39Q: 3 clusters Score -291661.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -291668.437500 Penalty: 2635.791016
	Iteration 40F: 3 clusters Score -291668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -291672.093750 Penalty: 2635.791016
	Iteration 41Q: 3 clusters Score -291672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -291673.406250 Penalty: 2635.791016
	Iteration 42Q: 3 clusters Score -291673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291675.031250 Penalty: 2635.791016
	Iteration 43Q: 3 clusters Score -291675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -291676.656250 Penalty: 2635.791016
	Iteration 44Q: 3 clusters Score -291676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -291677.312500 Penalty: 2635.791016
	Iteration 45Q: 3 clusters Score -291677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -291678.718750 Penalty: 2635.791016
	Iteration 46Q: 3 clusters Score -291678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -291679.250000 Penalty: 2635.791016
	Iteration 47Q: 3 clusters Score -291679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -291679.281250 Penalty: 2635.791016
	Iteration 48Q: 3 clusters Score -291679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -291679.531250 Penalty: 2635.791016
	Iteration 49Q: 3 clusters Score -291679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291679.468750 Penalty: 2635.791016
	Iteration 50Q: 3 clusters Score -291679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291680.281250 Penalty: 2635.791016
	Iteration 51Q: 3 clusters Score -291680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -291686.656250 Penalty: 2635.791016
	Iteration 52Q: 3 clusters Score -291686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -291689.875000 Penalty: 2635.791016
	Iteration 53Q: 3 clusters Score -291689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -291693.000000 Penalty: 2635.791016
	Iteration 54Q: 3 clusters Score -291693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -291695.000000 Penalty: 2635.791016
	Iteration 55Q: 3 clusters Score -291695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -291697.218750 Penalty: 2635.791016
	Iteration 56Q: 3 clusters Score -291697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -291698.843750 Penalty: 2635.791016
	Iteration 57Q: 3 clusters Score -291698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -291699.031250 Penalty: 2635.791016
	Iteration 58Q: 3 clusters Score -291699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -291699.937500 Penalty: 2635.791016
	Iteration 59Q: 3 clusters Score -291699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -291701.968750 Penalty: 2635.791016
	Iteration 60F: 3 clusters Score -291702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -291706.781250 Penalty: 2635.791016
	Iteration 61Q: 3 clusters Score -291706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -291709.625000 Penalty: 2635.791016
	Iteration 62Q: 3 clusters Score -291709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -291713.625000 Penalty: 2635.791016
	Iteration 63Q: 3 clusters Score -291713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -291717.687500 Penalty: 2635.791016
	Iteration 64Q: 3 clusters Score -291717.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -291722.468750 Penalty: 2635.791016
	Iteration 65Q: 3 clusters Score -291722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -291730.218750 Penalty: 2635.791016
	Iteration 66Q: 3 clusters Score -291730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -291741.218750 Penalty: 2635.791016
	Iteration 67Q: 3 clusters Score -291741.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -291746.125000 Penalty: 2635.791016
	Iteration 68Q: 3 clusters Score -291746.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -291753.406250 Penalty: 2635.791016
	Iteration 69Q: 3 clusters Score -291753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -291759.375000 Penalty: 2635.791016
	Iteration 70Q: 3 clusters Score -291759.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -291764.093750 Penalty: 2635.791016
	Iteration 71Q: 3 clusters Score -291764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -291768.156250 Penalty: 2635.791016
	Iteration 72Q: 3 clusters Score -291768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -291771.406250 Penalty: 2635.791016
	Iteration 73Q: 3 clusters Score -291771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -291773.093750 Penalty: 2635.791016
	Iteration 74Q: 3 clusters Score -291773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -291773.468750 Penalty: 2635.791016
	Iteration 75Q: 3 clusters Score -291773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -291773.468750 Penalty: 2635.791016
	Iteration 76F: 3 clusters Score -291773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 2599 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 3387 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 729 members 
Entering Unmasked Estep 
Score: -154068896.000000 Penalty: 106475.343750
Splitting cluster 37 changes total score from -154069808.000000 to -154068896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Entering Unmasked Estep 
Score: -2104606.250000 Penalty: 1609.438599
	Iteration 0F: 2 clusters Score -2104606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2090857.625000 Penalty: 3218.877197
	Iteration 0F: 3 clusters Score -2090858 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2095770.250000 Penalty: 3218.877197
	Iteration 1F: 3 clusters Score -2095770 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2096128.375000 Penalty: 3218.877197
	Iteration 2Q: 3 clusters Score -2096128 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2096537.750000 Penalty: 3218.877197
	Iteration 3Q: 3 clusters Score -2096538 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2096985.750000 Penalty: 3218.877197
	Iteration 4Q: 3 clusters Score -2096986 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2097439.000000 Penalty: 3218.877197
	Iteration 5Q: 3 clusters Score -2097439 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2097985.000000 Penalty: 3218.877197
	Iteration 6Q: 3 clusters Score -2097985 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2098648.750000 Penalty: 3218.877197
	Iteration 7Q: 3 clusters Score -2098649 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2099415.000000 Penalty: 3218.877197
	Iteration 8F: 3 clusters Score -2099415 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2100134.250000 Penalty: 3218.877197
	Iteration 9Q: 3 clusters Score -2100134 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2100760.750000 Penalty: 3218.877197
	Iteration 10Q: 3 clusters Score -2100761 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2101342.000000 Penalty: 3218.877197
	Iteration 11Q: 3 clusters Score -2101342 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2101898.750000 Penalty: 3218.877197
	Iteration 12Q: 3 clusters Score -2101899 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2102303.500000 Penalty: 3218.877197
	Iteration 13Q: 3 clusters Score -2102304 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2102577.000000 Penalty: 3218.877197
	Iteration 14Q: 3 clusters Score -2102577 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2102773.500000 Penalty: 3218.877197
	Iteration 15Q: 3 clusters Score -2102774 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2102909.750000 Penalty: 3218.877197
	Iteration 16Q: 3 clusters Score -2102910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2102976.000000 Penalty: 3218.877197
	Iteration 17Q: 3 clusters Score -2102976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2103038.750000 Penalty: 3218.877197
	Iteration 18Q: 3 clusters Score -2103039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2103084.000000 Penalty: 3218.877197
	Iteration 19Q: 3 clusters Score -2103084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2103115.500000 Penalty: 3218.877197
	Iteration 20F: 3 clusters Score -2103116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2103134.250000 Penalty: 3218.877197
	Iteration 21Q: 3 clusters Score -2103134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2103160.000000 Penalty: 3218.877197
	Iteration 22Q: 3 clusters Score -2103160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2103182.750000 Penalty: 3218.877197
	Iteration 23Q: 3 clusters Score -2103183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2103192.500000 Penalty: 3218.877197
	Iteration 24Q: 3 clusters Score -2103192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2103205.250000 Penalty: 3218.877197
	Iteration 25Q: 3 clusters Score -2103205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2103211.000000 Penalty: 3218.877197
	Iteration 26Q: 3 clusters Score -2103211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2103214.500000 Penalty: 3218.877197
	Iteration 27Q: 3 clusters Score -2103214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2103216.250000 Penalty: 3218.877197
	Iteration 28Q: 3 clusters Score -2103216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2103216.250000 Penalty: 3218.877197
	Iteration 29F: 3 clusters Score -2103216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -325858.250000 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -325858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322936.187500 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -322936.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -323868.062500 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -323868.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -324173.593750 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -324173.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -324520.906250 Penalty: 2641.502441
	Iteration 3F: 3 clusters Score -324520.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -324940.500000 Penalty: 2641.502441
	Iteration 4F: 3 clusters Score -324940.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -325405.687500 Penalty: 2641.502441
	Iteration 5F: 3 clusters Score -325405.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -325726.312500 Penalty: 2641.502441
	Iteration 6F: 3 clusters Score -325726.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325876.875000 Penalty: 2641.502441
	Iteration 7Q: 3 clusters Score -325876.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -325950.343750 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -325950.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -325980.218750 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -325980.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -325996.812500 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -325996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -326006.031250 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -326006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -326010.531250 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -326010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -326016.875000 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -326016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -326018.500000 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -326018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -326019.843750 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -326019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -326022.343750 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -326022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -326024.531250 Penalty: 2641.502441
	Iteration 17Q: 3 clusters Score -326024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -326027.343750 Penalty: 2641.502441
	Iteration 18Q: 3 clusters Score -326027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -326029.093750 Penalty: 2641.502441
	Iteration 19Q: 3 clusters Score -326029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -326030.687500 Penalty: 2641.502441
	Iteration 20F: 3 clusters Score -326030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -326032.750000 Penalty: 2641.502441
	Iteration 21Q: 3 clusters Score -326032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -326034.125000 Penalty: 2641.502441
	Iteration 22Q: 3 clusters Score -326034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -326035.062500 Penalty: 2641.502441
	Iteration 23Q: 3 clusters Score -326035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -326036.343750 Penalty: 2641.502441
	Iteration 24Q: 3 clusters Score -326036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -326036.906250 Penalty: 2641.502441
	Iteration 25Q: 3 clusters Score -326036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -326036.906250 Penalty: 2641.502441
	Iteration 26F: 3 clusters Score -326036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 31937 members 
Mstep: Class 6 contains 71327 members 
Mstep: Class 7 contains 35375 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 91644 members 
Mstep: Class 10 contains 15550 members 
Mstep: Class 11 contains 82404 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 121007 members 
Mstep: Class 14 contains 69023 members 
Mstep: Class 15 contains 180602 members 
Mstep: Class 16 contains 96593 members 
Mstep: Class 17 contains 94590 members 
Mstep: Class 18 contains 11419 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 9793 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 16413 members 
Mstep: Class 25 contains 5399 members 
Mstep: Class 26 contains 17570 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 103754 members 
Mstep: Class 30 contains 32752 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 4863 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 5599 members 
Mstep: Class 36 contains 29282 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 1408 members 
Mstep: Class 40 contains 4454 members 
Mstep: Class 41 contains 2929 members 
Mstep: Class 42 contains 9617 members 
Mstep: Class 43 contains 8442 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 7615 members 
Mstep: Class 46 contains 1979 members 
Entering Unmasked Estep 
Score: -154068224.000000 Penalty: 106475.343750
Splitting cluster 39 changes total score from -154069808.000000 to -154068224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -423469.656250 Penalty: 1365.253174
	Iteration 0F: 2 clusters Score -423469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -419889.593750 Penalty: 2730.506348
	Iteration 0F: 3 clusters Score -419889.6 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -421123.125000 Penalty: 2730.506348
	Iteration 1F: 3 clusters Score -421123.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -421463.093750 Penalty: 2730.506348
	Iteration 2F: 3 clusters Score -421463.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -421734.687500 Penalty: 2730.506348
	Iteration 3F: 3 clusters Score -421734.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -421931.593750 Penalty: 2730.506348
	Iteration 4F: 3 clusters Score -421931.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -422056.218750 Penalty: 2730.506348
	Iteration 5Q: 3 clusters Score -422056.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -422139.593750 Penalty: 2730.506348
	Iteration 6Q: 3 clusters Score -422139.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -422207.843750 Penalty: 2730.506348
	Iteration 7Q: 3 clusters Score -422207.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -422265.593750 Penalty: 2730.506348
	Iteration 8Q: 3 clusters Score -422265.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -422299.812500 Penalty: 2730.506348
	Iteration 9Q: 3 clusters Score -422299.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -422324.593750 Penalty: 2730.506348
	Iteration 10Q: 3 clusters Score -422324.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -422340.500000 Penalty: 2730.506348
	Iteration 11Q: 3 clusters Score -422340.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -422355.656250 Penalty: 2730.506348
	Iteration 12Q: 3 clusters Score -422355.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -422364.312500 Penalty: 2730.506348
	Iteration 13Q: 3 clusters Score -422364.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -422374.218750 Penalty: 2730.506348
	Iteration 14Q: 3 clusters Score -422374.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -422386.687500 Penalty: 2730.506348
	Iteration 15Q: 3 clusters Score -422386.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -422396.843750 Penalty: 2730.506348
	Iteration 16Q: 3 clusters Score -422396.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -422406.156250 Penalty: 2730.506348
	Iteration 17Q: 3 clusters Score -422406.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -422413.937500 Penalty: 2730.506348
	Iteration 18Q: 3 clusters Score -422413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -422421.218750 Penalty: 2730.506348
	Iteration 19Q: 3 clusters Score -422421.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -422430.312500 Penalty: 2730.506348
	Iteration 20F: 3 clusters Score -422430.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -422436.718750 Penalty: 2730.506348
	Iteration 21Q: 3 clusters Score -422436.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -422443.468750 Penalty: 2730.506348
	Iteration 22Q: 3 clusters Score -422443.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -422450.937500 Penalty: 2730.506348
	Iteration 23Q: 3 clusters Score -422450.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -422458.250000 Penalty: 2730.506348
	Iteration 24Q: 3 clusters Score -422458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -422462.781250 Penalty: 2730.506348
	Iteration 25Q: 3 clusters Score -422462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -422468.250000 Penalty: 2730.506348
	Iteration 26Q: 3 clusters Score -422468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -422471.812500 Penalty: 2730.506348
	Iteration 27Q: 3 clusters Score -422471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -422475.281250 Penalty: 2730.506348
	Iteration 28Q: 3 clusters Score -422475.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -422478.906250 Penalty: 2730.506348
	Iteration 29Q: 3 clusters Score -422478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -422484.218750 Penalty: 2730.506348
	Iteration 30Q: 3 clusters Score -422484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -422489.468750 Penalty: 2730.506348
	Iteration 31Q: 3 clusters Score -422489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -422490.687500 Penalty: 2730.506348
	Iteration 32Q: 3 clusters Score -422490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -422492.562500 Penalty: 2730.506348
	Iteration 33Q: 3 clusters Score -422492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -422494.250000 Penalty: 2730.506348
	Iteration 34Q: 3 clusters Score -422494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -422495.781250 Penalty: 2730.506348
	Iteration 35Q: 3 clusters Score -422495.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -422502.468750 Penalty: 2730.506348
	Iteration 36Q: 3 clusters Score -422502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -422509.562500 Penalty: 2730.506348
	Iteration 37Q: 3 clusters Score -422509.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -422513.250000 Penalty: 2730.506348
	Iteration 38Q: 3 clusters Score -422513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -422516.250000 Penalty: 2730.506348
	Iteration 39Q: 3 clusters Score -422516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -422519.718750 Penalty: 2730.506348
	Iteration 40F: 3 clusters Score -422519.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -422523.750000 Penalty: 2730.506348
	Iteration 41Q: 3 clusters Score -422523.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -422527.968750 Penalty: 2730.506348
	Iteration 42Q: 3 clusters Score -422528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -422531.562500 Penalty: 2730.506348
	Iteration 43Q: 3 clusters Score -422531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -422534.468750 Penalty: 2730.506348
	Iteration 44Q: 3 clusters Score -422534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -422534.781250 Penalty: 2730.506348
	Iteration 45Q: 3 clusters Score -422534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -422535.937500 Penalty: 2730.506348
	Iteration 46Q: 3 clusters Score -422535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -422537.281250 Penalty: 2730.506348
	Iteration 47Q: 3 clusters Score -422537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -422538.500000 Penalty: 2730.506348
	Iteration 48Q: 3 clusters Score -422538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -422541.375000 Penalty: 2730.506348
	Iteration 49Q: 3 clusters Score -422541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -422541.812500 Penalty: 2730.506348
	Iteration 50Q: 3 clusters Score -422541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -422543.343750 Penalty: 2730.506348
	Iteration 51Q: 3 clusters Score -422543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -422542.906250 Penalty: 2730.506348
	Iteration 52Q: 3 clusters Score -422542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -422542.906250 Penalty: 2730.506348
	Iteration 53F: 3 clusters Score -422542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -290230.125000 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -290230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287562.000000 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -287562 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288359.218750 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -288359.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288672.218750 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -288672.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288880.968750 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -288881 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289029.125000 Penalty: 2594.285156
	Iteration 4F: 3 clusters Score -289029.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -289115.593750 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -289115.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -289196.437500 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -289196.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -289268.156250 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -289268.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -289329.406250 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -289329.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -289378.281250 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -289378.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -289410.156250 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -289410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -289436.937500 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -289436.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -289456.250000 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -289456.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -289471.281250 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -289471.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -289485.562500 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -289485.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289495.843750 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -289495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289506.718750 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -289506.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289515.312500 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -289515.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289522.781250 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -289522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -289527.406250 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -289527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289529.781250 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -289529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289534.062500 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -289534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289538.656250 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -289538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -289543.968750 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -289544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289546.843750 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -289546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289549.406250 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -289549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289551.781250 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -289551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289553.093750 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -289553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289553.718750 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -289553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289552.875000 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -289552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289553.031250 Penalty: 2594.285156
	Iteration 30Q: 3 clusters Score -289553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289553.031250 Penalty: 2594.285156
	Iteration 31F: 3 clusters Score -289553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -985085.437500 Penalty: 1490.334229
	Iteration 0F: 2 clusters Score -985085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -978167.187500 Penalty: 2980.668457
	Iteration 0F: 3 clusters Score -978167.2 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -980400.500000 Penalty: 2980.668457
	Iteration 1F: 3 clusters Score -980400.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -980609.187500 Penalty: 2980.668457
	Iteration 2F: 3 clusters Score -980609.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -980798.937500 Penalty: 2980.668457
	Iteration 3Q: 3 clusters Score -980798.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -981003.000000 Penalty: 2980.668457
	Iteration 4Q: 3 clusters Score -981003 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -981231.500000 Penalty: 2980.668457
	Iteration 5Q: 3 clusters Score -981231.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -981486.125000 Penalty: 2980.668457
	Iteration 6Q: 3 clusters Score -981486.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -981759.250000 Penalty: 2980.668457
	Iteration 7Q: 3 clusters Score -981759.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -982072.187500 Penalty: 2980.668457
	Iteration 8Q: 3 clusters Score -982072.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -982432.187500 Penalty: 2980.668457
	Iteration 9F: 3 clusters Score -982432.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -982781.750000 Penalty: 2980.668457
	Iteration 10Q: 3 clusters Score -982781.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -983094.875000 Penalty: 2980.668457
	Iteration 11Q: 3 clusters Score -983094.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -983322.500000 Penalty: 2980.668457
	Iteration 12Q: 3 clusters Score -983322.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -983481.062500 Penalty: 2980.668457
	Iteration 13Q: 3 clusters Score -983481.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -983590.125000 Penalty: 2980.668457
	Iteration 14Q: 3 clusters Score -983590.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -983669.625000 Penalty: 2980.668457
	Iteration 15Q: 3 clusters Score -983669.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -983714.375000 Penalty: 2980.668457
	Iteration 16Q: 3 clusters Score -983714.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -983754.062500 Penalty: 2980.668457
	Iteration 17Q: 3 clusters Score -983754.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -983778.062500 Penalty: 2980.668457
	Iteration 18Q: 3 clusters Score -983778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -983790.062500 Penalty: 2980.668457
	Iteration 19Q: 3 clusters Score -983790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -983803.062500 Penalty: 2980.668457
	Iteration 20F: 3 clusters Score -983803.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -983812.187500 Penalty: 2980.668457
	Iteration 21Q: 3 clusters Score -983812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -983814.187500 Penalty: 2980.668457
	Iteration 22Q: 3 clusters Score -983814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -983816.187500 Penalty: 2980.668457
	Iteration 23Q: 3 clusters Score -983816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -983818.937500 Penalty: 2980.668457
	Iteration 24Q: 3 clusters Score -983818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -983819.687500 Penalty: 2980.668457
	Iteration 25Q: 3 clusters Score -983819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -983819.687500 Penalty: 2980.668457
	Iteration 26F: 3 clusters Score -983819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -853049.312500 Penalty: 1469.158325
	Iteration 0F: 2 clusters Score -853049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -846835.187500 Penalty: 2938.316650
	Iteration 0F: 3 clusters Score -846835.2 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -848732.812500 Penalty: 2938.316650
	Iteration 1F: 3 clusters Score -848732.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -849058.750000 Penalty: 2938.316650
	Iteration 2F: 3 clusters Score -849058.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -849438.937500 Penalty: 2938.316650
	Iteration 3F: 3 clusters Score -849438.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -849861.500000 Penalty: 2938.316650
	Iteration 4F: 3 clusters Score -849861.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -850296.625000 Penalty: 2938.316650
	Iteration 5F: 3 clusters Score -850296.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -850719.562500 Penalty: 2938.316650
	Iteration 6F: 3 clusters Score -850719.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -851046.062500 Penalty: 2938.316650
	Iteration 7F: 3 clusters Score -851046.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -851248.687500 Penalty: 2938.316650
	Iteration 8Q: 3 clusters Score -851248.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -851376.812500 Penalty: 2938.316650
	Iteration 9Q: 3 clusters Score -851376.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -851471.437500 Penalty: 2938.316650
	Iteration 10Q: 3 clusters Score -851471.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -851556.812500 Penalty: 2938.316650
	Iteration 11Q: 3 clusters Score -851556.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -851626.187500 Penalty: 2938.316650
	Iteration 12Q: 3 clusters Score -851626.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -851700.312500 Penalty: 2938.316650
	Iteration 13Q: 3 clusters Score -851700.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -851763.687500 Penalty: 2938.316650
	Iteration 14Q: 3 clusters Score -851763.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -851823.750000 Penalty: 2938.316650
	Iteration 15Q: 3 clusters Score -851823.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -851887.375000 Penalty: 2938.316650
	Iteration 16Q: 3 clusters Score -851887.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -851976.687500 Penalty: 2938.316650
	Iteration 17Q: 3 clusters Score -851976.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -852086.437500 Penalty: 2938.316650
	Iteration 18Q: 3 clusters Score -852086.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -852216.750000 Penalty: 2938.316650
	Iteration 19Q: 3 clusters Score -852216.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -852360.125000 Penalty: 2938.316650
	Iteration 20F: 3 clusters Score -852360.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -852483.437500 Penalty: 2938.316650
	Iteration 21Q: 3 clusters Score -852483.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -852576.625000 Penalty: 2938.316650
	Iteration 22Q: 3 clusters Score -852576.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -852620.625000 Penalty: 2938.316650
	Iteration 23Q: 3 clusters Score -852620.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -852648.750000 Penalty: 2938.316650
	Iteration 24Q: 3 clusters Score -852648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -852663.812500 Penalty: 2938.316650
	Iteration 25Q: 3 clusters Score -852663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -852673.937500 Penalty: 2938.316650
	Iteration 26Q: 3 clusters Score -852673.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -852675.625000 Penalty: 2938.316650
	Iteration 27Q: 3 clusters Score -852675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -852680.437500 Penalty: 2938.316650
	Iteration 28Q: 3 clusters Score -852680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -852683.187500 Penalty: 2938.316650
	Iteration 29Q: 3 clusters Score -852683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -852684.250000 Penalty: 2938.316650
	Iteration 30Q: 3 clusters Score -852684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -852683.937500 Penalty: 2938.316650
	Iteration 31Q: 3 clusters Score -852683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -852684.937500 Penalty: 2938.316650
	Iteration 32Q: 3 clusters Score -852684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -852684.250000 Penalty: 2938.316650
	Iteration 33Q: 3 clusters Score -852684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -852685.750000 Penalty: 2938.316650
	Iteration 34Q: 3 clusters Score -852685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -852685.687500 Penalty: 2938.316650
	Iteration 35Q: 3 clusters Score -852685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -852685.687500 Penalty: 2938.316650
	Iteration 36F: 3 clusters Score -852685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Entering Unmasked Estep 
Score: -1014940.062500 Penalty: 1490.941406
	Iteration 0F: 2 clusters Score -1014940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1007949.062500 Penalty: 2981.882812
	Iteration 0F: 3 clusters Score -1007949 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1010080.500000 Penalty: 2981.882812
	Iteration 1F: 3 clusters Score -1010080 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1010320.125000 Penalty: 2981.882812
	Iteration 2F: 3 clusters Score -1010320 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1010496.437500 Penalty: 2981.882812
	Iteration 3Q: 3 clusters Score -1010496 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1010660.500000 Penalty: 2981.882812
	Iteration 4Q: 3 clusters Score -1010660 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1010803.937500 Penalty: 2981.882812
	Iteration 5Q: 3 clusters Score -1010804 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1010973.687500 Penalty: 2981.882812
	Iteration 6Q: 3 clusters Score -1010974 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1011178.875000 Penalty: 2981.882812
	Iteration 7Q: 3 clusters Score -1011179 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1011426.250000 Penalty: 2981.882812
	Iteration 8Q: 3 clusters Score -1011426 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1011756.250000 Penalty: 2981.882812
	Iteration 9F: 3 clusters Score -1011756 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1012181.937500 Penalty: 2981.882812
	Iteration 10F: 3 clusters Score -1012182 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1012631.000000 Penalty: 2981.882812
	Iteration 11F: 3 clusters Score -1012631 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1013009.500000 Penalty: 2981.882812
	Iteration 12Q: 3 clusters Score -1013010 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1013259.062500 Penalty: 2981.882812
	Iteration 13Q: 3 clusters Score -1013259 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1013412.937500 Penalty: 2981.882812
	Iteration 14Q: 3 clusters Score -1013413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1013503.312500 Penalty: 2981.882812
	Iteration 15Q: 3 clusters Score -1013503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1013557.250000 Penalty: 2981.882812
	Iteration 16Q: 3 clusters Score -1013557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1013582.062500 Penalty: 2981.882812
	Iteration 17Q: 3 clusters Score -1013582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1013602.687500 Penalty: 2981.882812
	Iteration 18Q: 3 clusters Score -1013603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1013621.437500 Penalty: 2981.882812
	Iteration 19Q: 3 clusters Score -1013621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1013627.187500 Penalty: 2981.882812
	Iteration 20F: 3 clusters Score -1013627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1013637.500000 Penalty: 2981.882812
	Iteration 21Q: 3 clusters Score -1013638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1013642.500000 Penalty: 2981.882812
	Iteration 22Q: 3 clusters Score -1013642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1013647.687500 Penalty: 2981.882812
	Iteration 23Q: 3 clusters Score -1013648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1013651.000000 Penalty: 2981.882812
	Iteration 24Q: 3 clusters Score -1013651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1013657.000000 Penalty: 2981.882812
	Iteration 25Q: 3 clusters Score -1013657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1013660.375000 Penalty: 2981.882812
	Iteration 26Q: 3 clusters Score -1013660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1013663.187500 Penalty: 2981.882812
	Iteration 27Q: 3 clusters Score -1013663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1013664.312500 Penalty: 2981.882812
	Iteration 28Q: 3 clusters Score -1013664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1013664.312500 Penalty: 2981.882812
	Iteration 29F: 3 clusters Score -1013664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Entering Unmasked Estep 
Score: -763210.312500 Penalty: 1452.404663
	Iteration 0F: 2 clusters Score -763210.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -757570.625000 Penalty: 2904.809326
	Iteration 0F: 3 clusters Score -757570.6 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -759441.250000 Penalty: 2904.809326
	Iteration 1F: 3 clusters Score -759441.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -759823.687500 Penalty: 2904.809326
	Iteration 2F: 3 clusters Score -759823.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -760207.375000 Penalty: 2904.809326
	Iteration 3F: 3 clusters Score -760207.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -760576.312500 Penalty: 2904.809326
	Iteration 4F: 3 clusters Score -760576.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -760916.062500 Penalty: 2904.809326
	Iteration 5F: 3 clusters Score -760916.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -761177.625000 Penalty: 2904.809326
	Iteration 6F: 3 clusters Score -761177.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -761398.000000 Penalty: 2904.809326
	Iteration 7Q: 3 clusters Score -761398 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -761575.875000 Penalty: 2904.809326
	Iteration 8Q: 3 clusters Score -761575.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -761776.562500 Penalty: 2904.809326
	Iteration 9Q: 3 clusters Score -761776.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -761945.750000 Penalty: 2904.809326
	Iteration 10Q: 3 clusters Score -761945.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -762097.437500 Penalty: 2904.809326
	Iteration 11Q: 3 clusters Score -762097.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -762230.562500 Penalty: 2904.809326
	Iteration 12Q: 3 clusters Score -762230.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -762322.812500 Penalty: 2904.809326
	Iteration 13Q: 3 clusters Score -762322.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -762377.250000 Penalty: 2904.809326
	Iteration 14Q: 3 clusters Score -762377.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -762416.375000 Penalty: 2904.809326
	Iteration 15Q: 3 clusters Score -762416.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -762438.687500 Penalty: 2904.809326
	Iteration 16Q: 3 clusters Score -762438.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -762456.562500 Penalty: 2904.809326
	Iteration 17Q: 3 clusters Score -762456.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -762467.875000 Penalty: 2904.809326
	Iteration 18Q: 3 clusters Score -762467.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -762476.125000 Penalty: 2904.809326
	Iteration 19Q: 3 clusters Score -762476.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -762480.875000 Penalty: 2904.809326
	Iteration 20F: 3 clusters Score -762480.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -762485.687500 Penalty: 2904.809326
	Iteration 21Q: 3 clusters Score -762485.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -762489.562500 Penalty: 2904.809326
	Iteration 22Q: 3 clusters Score -762489.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -762494.250000 Penalty: 2904.809326
	Iteration 23Q: 3 clusters Score -762494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -762499.187500 Penalty: 2904.809326
	Iteration 24Q: 3 clusters Score -762499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -762500.250000 Penalty: 2904.809326
	Iteration 25Q: 3 clusters Score -762500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -762501.687500 Penalty: 2904.809326
	Iteration 26Q: 3 clusters Score -762501.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -762505.250000 Penalty: 2904.809326
	Iteration 27Q: 3 clusters Score -762505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -762506.937500 Penalty: 2904.809326
	Iteration 28Q: 3 clusters Score -762506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -762508.500000 Penalty: 2904.809326
	Iteration 29Q: 3 clusters Score -762508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -762509.250000 Penalty: 2904.809326
	Iteration 30Q: 3 clusters Score -762509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -762510.125000 Penalty: 2904.809326
	Iteration 31Q: 3 clusters Score -762510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -762510.875000 Penalty: 2904.809326
	Iteration 32Q: 3 clusters Score -762510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -762511.625000 Penalty: 2904.809326
	Iteration 33Q: 3 clusters Score -762511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -762511.375000 Penalty: 2904.809326
	Iteration 34Q: 3 clusters Score -762511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -762511.500000 Penalty: 2904.809326
	Iteration 35Q: 3 clusters Score -762511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -762511.250000 Penalty: 2904.809326
	Iteration 36Q: 3 clusters Score -762511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -762512.375000 Penalty: 2904.809326
	Iteration 37Q: 3 clusters Score -762512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -762512.375000 Penalty: 2904.809326
	Iteration 38F: 3 clusters Score -762512.4 nChanged 0
--- Evaluating fit on full set of 4605703 points ---
Entering Unmasked Estep 
Score: -453380640.000000 Penalty: 112194.265625
22->46 Clusters: Score -453380640.000000, best is -453397312.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1535234 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 70161 members 
Mstep: Class 3 contains 69965 members 
Mstep: Class 4 contains 70052 members 
Mstep: Class 5 contains 69617 members 
Mstep: Class 6 contains 69623 members 
Mstep: Class 7 contains 69692 members 
Mstep: Class 8 contains 69475 members 
Mstep: Class 9 contains 69807 members 
Mstep: Class 10 contains 69689 members 
Mstep: Class 11 contains 69506 members 
Mstep: Class 12 contains 70135 members 
Mstep: Class 13 contains 69212 members 
Mstep: Class 14 contains 70066 members 
Mstep: Class 15 contains 69766 members 
Mstep: Class 16 contains 69608 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 70097 members 
Mstep: Class 19 contains 69578 members 
Mstep: Class 20 contains 69917 members 
Mstep: Class 21 contains 69732 members 
Mstep: Class 22 contains 69873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 622.208557 but Gain 2314.683594
Score: -144191248.000000 Penalty: 48608.308594
Iteration 0F: 22 clusters Score -1.441912e+08 nChanged 1460357
Entering Unmasked Mstep 
Mstep: Class 0 contains 1735 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 88461 members 
Mstep: Class 4 contains 70870 members 
Mstep: Class 5 contains 173253 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 32198 members 
Mstep: Class 8 contains 28702 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 26967 members 
Mstep: Class 11 contains 23199 members 
Mstep: Class 12 contains 87937 members 
Mstep: Class 13 contains 35404 members 
Mstep: Class 14 contains 25259 members 
Mstep: Class 15 contains 141389 members 
Mstep: Class 16 contains 33440 members 
Mstep: Class 17 contains 123845 members 
Mstep: Class 18 contains 240107 members 
Mstep: Class 19 contains 117680 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 28363 members 
Mstep: Class 22 contains 41477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150893376.000000 Penalty: 48608.308594
Iteration 1F: 22 clusters Score -1.508934e+08 nChanged 653159
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 78345 members 
Mstep: Class 4 contains 77013 members 
Mstep: Class 5 contains 84422 members 
Mstep: Class 6 contains 10773 members 
Mstep: Class 7 contains 36480 members 
Mstep: Class 8 contains 21319 members 
Mstep: Class 9 contains 12392 members 
Mstep: Class 10 contains 20993 members 
Mstep: Class 11 contains 21111 members 
Mstep: Class 12 contains 66616 members 
Mstep: Class 13 contains 26943 members 
Mstep: Class 14 contains 22328 members 
Mstep: Class 15 contains 184021 members 
Mstep: Class 16 contains 22141 members 
Mstep: Class 17 contains 125706 members 
Mstep: Class 18 contains 332379 members 
Mstep: Class 19 contains 146870 members 
Mstep: Class 20 contains 79759 members 
Mstep: Class 21 contains 23441 members 
Mstep: Class 22 contains 31899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152335552.000000 Penalty: 48608.308594
Iteration 2F: 22 clusters Score -1.523356e+08 nChanged 404245
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 69391 members 
Mstep: Class 4 contains 95297 members 
Mstep: Class 5 contains 49745 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 36906 members 
Mstep: Class 8 contains 12651 members 
Mstep: Class 9 contains 12498 members 
Mstep: Class 10 contains 21864 members 
Mstep: Class 11 contains 24558 members 
Mstep: Class 12 contains 52481 members 
Mstep: Class 13 contains 26864 members 
Mstep: Class 14 contains 25106 members 
Mstep: Class 15 contains 193241 members 
Mstep: Class 16 contains 16313 members 
Mstep: Class 17 contains 121576 members 
Mstep: Class 18 contains 361620 members 
Mstep: Class 19 contains 156631 members 
Mstep: Class 20 contains 90264 members 
Mstep: Class 21 contains 15550 members 
Mstep: Class 22 contains 27855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152933104.000000 Penalty: 48608.308594
Iteration 3F: 22 clusters Score -1.529331e+08 nChanged 283808
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 54941 members 
Mstep: Class 4 contains 113184 members 
Mstep: Class 5 contains 37075 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 33687 members 
Mstep: Class 8 contains 9267 members 
Mstep: Class 9 contains 15910 members 
Mstep: Class 10 contains 21560 members 
Mstep: Class 11 contains 26662 members 
Mstep: Class 12 contains 52682 members 
Mstep: Class 13 contains 27792 members 
Mstep: Class 14 contains 25729 members 
Mstep: Class 15 contains 199713 members 
Mstep: Class 16 contains 10572 members 
Mstep: Class 17 contains 121353 members 
Mstep: Class 18 contains 340644 members 
Mstep: Class 19 contains 164021 members 
Mstep: Class 20 contains 108386 members 
Mstep: Class 21 contains 12196 members 
Mstep: Class 22 contains 24268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153267616.000000 Penalty: 48608.308594
Iteration 4F: 22 clusters Score -1.532676e+08 nChanged 195645
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 134852 members 
Mstep: Class 2 contains 41207 members 
Mstep: Class 4 contains 124172 members 
Mstep: Class 5 contains 31514 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 30606 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 21912 members 
Mstep: Class 10 contains 20347 members 
Mstep: Class 11 contains 27874 members 
Mstep: Class 12 contains 57498 members 
Mstep: Class 13 contains 27948 members 
Mstep: Class 14 contains 24613 members 
Mstep: Class 15 contains 200501 members 
Mstep: Class 16 contains 7692 members 
Mstep: Class 17 contains 121776 members 
Mstep: Class 18 contains 315096 members 
Mstep: Class 19 contains 171457 members 
Mstep: Class 20 contains 126273 members 
Mstep: Class 21 contains 11011 members 
Mstep: Class 22 contains 21815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153457088.000000 Penalty: 48608.308594
Iteration 5F: 22 clusters Score -1.534571e+08 nChanged 135900
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 34143 members 
Mstep: Class 4 contains 129515 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 28422 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 28442 members 
Mstep: Class 10 contains 19637 members 
Mstep: Class 11 contains 28902 members 
Mstep: Class 12 contains 61977 members 
Mstep: Class 13 contains 27992 members 
Mstep: Class 14 contains 23173 members 
Mstep: Class 15 contains 195229 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 121912 members 
Mstep: Class 18 contains 298694 members 
Mstep: Class 19 contains 176705 members 
Mstep: Class 20 contains 141250 members 
Mstep: Class 21 contains 10337 members 
Mstep: Class 22 contains 20573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153544000.000000 Penalty: 48608.308594
Iteration 6F: 22 clusters Score -1.53544e+08 nChanged 105977
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 31470 members 
Mstep: Class 4 contains 131766 members 
Mstep: Class 5 contains 23525 members 
Mstep: Class 6 contains 10620 members 
Mstep: Class 7 contains 26607 members 
Mstep: Class 8 contains 7104 members 
Mstep: Class 9 contains 35098 members 
Mstep: Class 10 contains 19336 members 
Mstep: Class 11 contains 29753 members 
Mstep: Class 12 contains 65306 members 
Mstep: Class 13 contains 28029 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 190655 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 121953 members 
Mstep: Class 18 contains 282029 members 
Mstep: Class 19 contains 180441 members 
Mstep: Class 20 contains 154897 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 20562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153580384.000000 Penalty: 48608.308594
Iteration 7F: 22 clusters Score -1.535804e+08 nChanged 91025
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 139185 members 
Mstep: Class 2 contains 30047 members 
Mstep: Class 4 contains 132606 members 
Mstep: Class 5 contains 20522 members 
Mstep: Class 6 contains 12160 members 
Mstep: Class 7 contains 25310 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 42108 members 
Mstep: Class 10 contains 19304 members 
Mstep: Class 11 contains 30385 members 
Mstep: Class 12 contains 68289 members 
Mstep: Class 13 contains 28008 members 
Mstep: Class 14 contains 21261 members 
Mstep: Class 15 contains 189816 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 122246 members 
Mstep: Class 18 contains 258695 members 
Mstep: Class 19 contains 183092 members 
Mstep: Class 20 contains 168799 members 
Mstep: Class 21 contains 9926 members 
Mstep: Class 22 contains 21198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153623328.000000 Penalty: 48608.308594
Iteration 8F: 22 clusters Score -1.536233e+08 nChanged 72685
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 29385 members 
Mstep: Class 4 contains 133392 members 
Mstep: Class 5 contains 18238 members 
Mstep: Class 6 contains 13963 members 
Mstep: Class 7 contains 24211 members 
Mstep: Class 8 contains 6732 members 
Mstep: Class 9 contains 48953 members 
Mstep: Class 10 contains 19263 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 70827 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 21335 members 
Mstep: Class 15 contains 191818 members 
Mstep: Class 16 contains 5012 members 
Mstep: Class 17 contains 121289 members 
Mstep: Class 18 contains 236278 members 
Mstep: Class 19 contains 183737 members 
Mstep: Class 20 contains 180646 members 
Mstep: Class 21 contains 9928 members 
Mstep: Class 22 contains 22066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153650304.000000 Penalty: 48608.308594
Iteration 9Q: 22 clusters Score -1.536503e+08 nChanged 59774
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 139438 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 4 contains 133986 members 
Mstep: Class 5 contains 16825 members 
Mstep: Class 6 contains 15765 members 
Mstep: Class 7 contains 23405 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 55022 members 
Mstep: Class 10 contains 19259 members 
Mstep: Class 11 contains 31709 members 
Mstep: Class 12 contains 73059 members 
Mstep: Class 13 contains 26809 members 
Mstep: Class 14 contains 22127 members 
Mstep: Class 15 contains 195406 members 
Mstep: Class 16 contains 4655 members 
Mstep: Class 17 contains 119337 members 
Mstep: Class 18 contains 217017 members 
Mstep: Class 19 contains 183519 members 
Mstep: Class 20 contains 189170 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 22919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153671952.000000 Penalty: 48608.308594
Iteration 10Q: 22 clusters Score -1.53672e+08 nChanged 48726
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 139143 members 
Mstep: Class 2 contains 29000 members 
Mstep: Class 4 contains 134395 members 
Mstep: Class 5 contains 15811 members 
Mstep: Class 6 contains 17462 members 
Mstep: Class 7 contains 22812 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 60450 members 
Mstep: Class 10 contains 19265 members 
Mstep: Class 11 contains 32300 members 
Mstep: Class 12 contains 74867 members 
Mstep: Class 13 contains 25825 members 
Mstep: Class 14 contains 23242 members 
Mstep: Class 15 contains 200366 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 116489 members 
Mstep: Class 18 contains 201762 members 
Mstep: Class 19 contains 182872 members 
Mstep: Class 20 contains 194236 members 
Mstep: Class 21 contains 10068 members 
Mstep: Class 22 contains 23738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153687440.000000 Penalty: 48608.308594
Iteration 11Q: 22 clusters Score -1.536874e+08 nChanged 40184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 138781 members 
Mstep: Class 2 contains 28972 members 
Mstep: Class 4 contains 134552 members 
Mstep: Class 5 contains 14989 members 
Mstep: Class 6 contains 18968 members 
Mstep: Class 7 contains 22368 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 65363 members 
Mstep: Class 10 contains 19248 members 
Mstep: Class 11 contains 32848 members 
Mstep: Class 12 contains 76502 members 
Mstep: Class 13 contains 24812 members 
Mstep: Class 14 contains 24483 members 
Mstep: Class 15 contains 205680 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 112906 members 
Mstep: Class 18 contains 190178 members 
Mstep: Class 19 contains 182121 members 
Mstep: Class 20 contains 196646 members 
Mstep: Class 21 contains 10203 members 
Mstep: Class 22 contains 24420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153700896.000000 Penalty: 48608.308594
Iteration 12Q: 22 clusters Score -1.537009e+08 nChanged 34042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 138514 members 
Mstep: Class 2 contains 29012 members 
Mstep: Class 4 contains 134503 members 
Mstep: Class 5 contains 14291 members 
Mstep: Class 6 contains 20371 members 
Mstep: Class 7 contains 21905 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 70114 members 
Mstep: Class 10 contains 19195 members 
Mstep: Class 11 contains 33417 members 
Mstep: Class 12 contains 77853 members 
Mstep: Class 13 contains 23830 members 
Mstep: Class 14 contains 25638 members 
Mstep: Class 15 contains 211045 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 108903 members 
Mstep: Class 18 contains 181374 members 
Mstep: Class 19 contains 181305 members 
Mstep: Class 20 contains 197141 members 
Mstep: Class 21 contains 10308 members 
Mstep: Class 22 contains 25145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153712528.000000 Penalty: 48608.308594
Iteration 13Q: 22 clusters Score -1.537125e+08 nChanged 30038
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 29086 members 
Mstep: Class 4 contains 134286 members 
Mstep: Class 5 contains 13669 members 
Mstep: Class 6 contains 21671 members 
Mstep: Class 7 contains 21419 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 74720 members 
Mstep: Class 10 contains 19101 members 
Mstep: Class 11 contains 33981 members 
Mstep: Class 12 contains 78966 members 
Mstep: Class 13 contains 22941 members 
Mstep: Class 14 contains 26637 members 
Mstep: Class 15 contains 216234 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 104517 members 
Mstep: Class 18 contains 174707 members 
Mstep: Class 19 contains 180547 members 
Mstep: Class 20 contains 196560 members 
Mstep: Class 21 contains 10382 members 
Mstep: Class 22 contains 25797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153721968.000000 Penalty: 48608.308594
Iteration 14Q: 22 clusters Score -1.53722e+08 nChanged 26701
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 138114 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 4 contains 133950 members 
Mstep: Class 5 contains 13178 members 
Mstep: Class 6 contains 22848 members 
Mstep: Class 7 contains 20963 members 
Mstep: Class 8 contains 7551 members 
Mstep: Class 9 contains 79271 members 
Mstep: Class 10 contains 18989 members 
Mstep: Class 11 contains 34483 members 
Mstep: Class 12 contains 79938 members 
Mstep: Class 13 contains 22240 members 
Mstep: Class 14 contains 27355 members 
Mstep: Class 15 contains 220964 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 99995 members 
Mstep: Class 18 contains 169544 members 
Mstep: Class 19 contains 179917 members 
Mstep: Class 20 contains 195246 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 26365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153728592.000000 Penalty: 48608.308594
Iteration 15Q: 22 clusters Score -1.537286e+08 nChanged 24937
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 29211 members 
Mstep: Class 4 contains 133607 members 
Mstep: Class 5 contains 12769 members 
Mstep: Class 6 contains 23929 members 
Mstep: Class 7 contains 20551 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 83998 members 
Mstep: Class 10 contains 18897 members 
Mstep: Class 11 contains 35001 members 
Mstep: Class 12 contains 80875 members 
Mstep: Class 13 contains 21710 members 
Mstep: Class 14 contains 27860 members 
Mstep: Class 15 contains 224790 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 95379 members 
Mstep: Class 18 contains 165440 members 
Mstep: Class 19 contains 179324 members 
Mstep: Class 20 contains 193576 members 
Mstep: Class 21 contains 10607 members 
Mstep: Class 22 contains 26920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153735360.000000 Penalty: 48608.308594
Iteration 16Q: 22 clusters Score -1.537354e+08 nChanged 23337
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 138144 members 
Mstep: Class 2 contains 29274 members 
Mstep: Class 4 contains 133235 members 
Mstep: Class 5 contains 12504 members 
Mstep: Class 6 contains 24857 members 
Mstep: Class 7 contains 20195 members 
Mstep: Class 8 contains 8288 members 
Mstep: Class 9 contains 88827 members 
Mstep: Class 10 contains 18831 members 
Mstep: Class 11 contains 35561 members 
Mstep: Class 12 contains 81719 members 
Mstep: Class 13 contains 21297 members 
Mstep: Class 14 contains 28208 members 
Mstep: Class 15 contains 227551 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 90938 members 
Mstep: Class 18 contains 162050 members 
Mstep: Class 19 contains 178820 members 
Mstep: Class 20 contains 191864 members 
Mstep: Class 21 contains 10680 members 
Mstep: Class 22 contains 27432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153741184.000000 Penalty: 48608.308594
Iteration 17Q: 22 clusters Score -1.537412e+08 nChanged 22102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 29347 members 
Mstep: Class 4 contains 132797 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 25784 members 
Mstep: Class 7 contains 19840 members 
Mstep: Class 8 contains 8621 members 
Mstep: Class 9 contains 93786 members 
Mstep: Class 10 contains 18783 members 
Mstep: Class 11 contains 36140 members 
Mstep: Class 12 contains 82475 members 
Mstep: Class 13 contains 20950 members 
Mstep: Class 14 contains 28483 members 
Mstep: Class 15 contains 228915 members 
Mstep: Class 16 contains 5030 members 
Mstep: Class 17 contains 86998 members 
Mstep: Class 18 contains 159363 members 
Mstep: Class 19 contains 178426 members 
Mstep: Class 20 contains 189958 members 
Mstep: Class 21 contains 10800 members 
Mstep: Class 22 contains 27964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153746896.000000 Penalty: 48608.308594
Iteration 18Q: 22 clusters Score -1.537469e+08 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 138606 members 
Mstep: Class 2 contains 29423 members 
Mstep: Class 4 contains 132414 members 
Mstep: Class 5 contains 12318 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 19501 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 98795 members 
Mstep: Class 10 contains 18743 members 
Mstep: Class 11 contains 36715 members 
Mstep: Class 12 contains 83098 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 28686 members 
Mstep: Class 15 contains 228890 members 
Mstep: Class 16 contains 5121 members 
Mstep: Class 17 contains 83774 members 
Mstep: Class 18 contains 157317 members 
Mstep: Class 19 contains 178089 members 
Mstep: Class 20 contains 188129 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 28491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153752352.000000 Penalty: 48608.308594
Iteration 19Q: 22 clusters Score -1.537524e+08 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138771 members 
Mstep: Class 2 contains 29488 members 
Mstep: Class 4 contains 132145 members 
Mstep: Class 5 contains 12353 members 
Mstep: Class 6 contains 27389 members 
Mstep: Class 7 contains 19142 members 
Mstep: Class 8 contains 9155 members 
Mstep: Class 9 contains 104015 members 
Mstep: Class 10 contains 18698 members 
Mstep: Class 11 contains 37273 members 
Mstep: Class 12 contains 83621 members 
Mstep: Class 13 contains 20484 members 
Mstep: Class 14 contains 28814 members 
Mstep: Class 15 contains 227568 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 81355 members 
Mstep: Class 18 contains 155732 members 
Mstep: Class 19 contains 177652 members 
Mstep: Class 20 contains 186358 members 
Mstep: Class 21 contains 10943 members 
Mstep: Class 22 contains 29041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153757392.000000 Penalty: 48608.308594
Iteration 20F: 22 clusters Score -1.537574e+08 nChanged 19357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 29519 members 
Mstep: Class 4 contains 131968 members 
Mstep: Class 5 contains 12460 members 
Mstep: Class 6 contains 28158 members 
Mstep: Class 7 contains 18855 members 
Mstep: Class 8 contains 9408 members 
Mstep: Class 9 contains 109566 members 
Mstep: Class 10 contains 18654 members 
Mstep: Class 11 contains 37865 members 
Mstep: Class 12 contains 84048 members 
Mstep: Class 13 contains 20292 members 
Mstep: Class 14 contains 28900 members 
Mstep: Class 15 contains 225042 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 79541 members 
Mstep: Class 18 contains 154424 members 
Mstep: Class 19 contains 177151 members 
Mstep: Class 20 contains 184633 members 
Mstep: Class 21 contains 10971 members 
Mstep: Class 22 contains 29568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153761488.000000 Penalty: 48608.308594
Iteration 21Q: 22 clusters Score -1.537615e+08 nChanged 19229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 29581 members 
Mstep: Class 4 contains 131875 members 
Mstep: Class 5 contains 12623 members 
Mstep: Class 6 contains 28914 members 
Mstep: Class 7 contains 18579 members 
Mstep: Class 8 contains 9649 members 
Mstep: Class 9 contains 115245 members 
Mstep: Class 10 contains 18624 members 
Mstep: Class 11 contains 38467 members 
Mstep: Class 12 contains 84402 members 
Mstep: Class 13 contains 20123 members 
Mstep: Class 14 contains 28983 members 
Mstep: Class 15 contains 221608 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 78142 members 
Mstep: Class 18 contains 153431 members 
Mstep: Class 19 contains 176707 members 
Mstep: Class 20 contains 183067 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 30069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153767136.000000 Penalty: 48608.308594
Iteration 22Q: 22 clusters Score -1.537671e+08 nChanged 19208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 29652 members 
Mstep: Class 4 contains 131879 members 
Mstep: Class 5 contains 12846 members 
Mstep: Class 6 contains 29689 members 
Mstep: Class 7 contains 18278 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 121207 members 
Mstep: Class 10 contains 18607 members 
Mstep: Class 11 contains 39106 members 
Mstep: Class 12 contains 84681 members 
Mstep: Class 13 contains 19985 members 
Mstep: Class 14 contains 29070 members 
Mstep: Class 15 contains 217444 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 77073 members 
Mstep: Class 18 contains 152422 members 
Mstep: Class 19 contains 176121 members 
Mstep: Class 20 contains 181788 members 
Mstep: Class 21 contains 10779 members 
Mstep: Class 22 contains 30584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153774096.000000 Penalty: 48608.308594
Iteration 23Q: 22 clusters Score -1.537741e+08 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 138478 members 
Mstep: Class 2 contains 29741 members 
Mstep: Class 4 contains 131928 members 
Mstep: Class 5 contains 13162 members 
Mstep: Class 6 contains 30515 members 
Mstep: Class 7 contains 17998 members 
Mstep: Class 8 contains 10106 members 
Mstep: Class 9 contains 127455 members 
Mstep: Class 10 contains 18617 members 
Mstep: Class 11 contains 39762 members 
Mstep: Class 12 contains 84844 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 29159 members 
Mstep: Class 15 contains 212826 members 
Mstep: Class 16 contains 5366 members 
Mstep: Class 17 contains 76163 members 
Mstep: Class 18 contains 151527 members 
Mstep: Class 19 contains 175482 members 
Mstep: Class 20 contains 180580 members 
Mstep: Class 21 contains 10592 members 
Mstep: Class 22 contains 31040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153780464.000000 Penalty: 48608.308594
Iteration 24Q: 22 clusters Score -1.537805e+08 nChanged 19767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 29822 members 
Mstep: Class 4 contains 132017 members 
Mstep: Class 5 contains 13503 members 
Mstep: Class 6 contains 31246 members 
Mstep: Class 7 contains 17660 members 
Mstep: Class 8 contains 10319 members 
Mstep: Class 9 contains 133977 members 
Mstep: Class 10 contains 18629 members 
Mstep: Class 11 contains 40456 members 
Mstep: Class 12 contains 84841 members 
Mstep: Class 13 contains 19779 members 
Mstep: Class 14 contains 29280 members 
Mstep: Class 15 contains 208208 members 
Mstep: Class 16 contains 5353 members 
Mstep: Class 17 contains 75449 members 
Mstep: Class 18 contains 150721 members 
Mstep: Class 19 contains 174612 members 
Mstep: Class 20 contains 179354 members 
Mstep: Class 21 contains 10332 members 
Mstep: Class 22 contains 31553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153786960.000000 Penalty: 48608.308594
Iteration 25Q: 22 clusters Score -1.53787e+08 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 137616 members 
Mstep: Class 2 contains 29890 members 
Mstep: Class 4 contains 132082 members 
Mstep: Class 5 contains 13927 members 
Mstep: Class 6 contains 31918 members 
Mstep: Class 7 contains 17319 members 
Mstep: Class 8 contains 10510 members 
Mstep: Class 9 contains 140504 members 
Mstep: Class 10 contains 18656 members 
Mstep: Class 11 contains 41194 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 19700 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 203890 members 
Mstep: Class 16 contains 5343 members 
Mstep: Class 17 contains 74828 members 
Mstep: Class 18 contains 150033 members 
Mstep: Class 19 contains 173594 members 
Mstep: Class 20 contains 178006 members 
Mstep: Class 21 contains 10086 members 
Mstep: Class 22 contains 32054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153795408.000000 Penalty: 48608.308594
Iteration 26Q: 22 clusters Score -1.537954e+08 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 29933 members 
Mstep: Class 4 contains 132142 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 32530 members 
Mstep: Class 7 contains 17009 members 
Mstep: Class 8 contains 10636 members 
Mstep: Class 9 contains 146874 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 42010 members 
Mstep: Class 12 contains 84394 members 
Mstep: Class 13 contains 19647 members 
Mstep: Class 14 contains 29420 members 
Mstep: Class 15 contains 200077 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 74311 members 
Mstep: Class 18 contains 149333 members 
Mstep: Class 19 contains 172378 members 
Mstep: Class 20 contains 176698 members 
Mstep: Class 21 contains 9805 members 
Mstep: Class 22 contains 32502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153802304.000000 Penalty: 48608.308594
Iteration 27Q: 22 clusters Score -1.538023e+08 nChanged 18569
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 29988 members 
Mstep: Class 4 contains 132200 members 
Mstep: Class 5 contains 15054 members 
Mstep: Class 6 contains 33118 members 
Mstep: Class 7 contains 16679 members 
Mstep: Class 8 contains 10773 members 
Mstep: Class 9 contains 153148 members 
Mstep: Class 10 contains 18703 members 
Mstep: Class 11 contains 42839 members 
Mstep: Class 12 contains 84090 members 
Mstep: Class 13 contains 19635 members 
Mstep: Class 14 contains 29446 members 
Mstep: Class 15 contains 196948 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 73829 members 
Mstep: Class 18 contains 148527 members 
Mstep: Class 19 contains 171013 members 
Mstep: Class 20 contains 175338 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 32865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153809456.000000 Penalty: 48608.308594
Iteration 28Q: 22 clusters Score -1.538095e+08 nChanged 18261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 135231 members 
Mstep: Class 2 contains 30039 members 
Mstep: Class 4 contains 132391 members 
Mstep: Class 5 contains 15638 members 
Mstep: Class 6 contains 33612 members 
Mstep: Class 7 contains 16412 members 
Mstep: Class 8 contains 10892 members 
Mstep: Class 9 contains 159236 members 
Mstep: Class 10 contains 18733 members 
Mstep: Class 11 contains 43652 members 
Mstep: Class 12 contains 83749 members 
Mstep: Class 13 contains 19630 members 
Mstep: Class 14 contains 29423 members 
Mstep: Class 15 contains 194514 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 73374 members 
Mstep: Class 18 contains 147588 members 
Mstep: Class 19 contains 169480 members 
Mstep: Class 20 contains 173945 members 
Mstep: Class 21 contains 9199 members 
Mstep: Class 22 contains 33167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153815568.000000 Penalty: 48608.308594
Iteration 29Q: 22 clusters Score -1.538156e+08 nChanged 17431
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 30071 members 
Mstep: Class 4 contains 132589 members 
Mstep: Class 5 contains 16284 members 
Mstep: Class 6 contains 33977 members 
Mstep: Class 7 contains 16180 members 
Mstep: Class 8 contains 10997 members 
Mstep: Class 9 contains 164788 members 
Mstep: Class 10 contains 18791 members 
Mstep: Class 11 contains 44533 members 
Mstep: Class 12 contains 83355 members 
Mstep: Class 13 contains 19640 members 
Mstep: Class 14 contains 29412 members 
Mstep: Class 15 contains 192640 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 72922 members 
Mstep: Class 18 contains 146571 members 
Mstep: Class 19 contains 167720 members 
Mstep: Class 20 contains 172867 members 
Mstep: Class 21 contains 8864 members 
Mstep: Class 22 contains 33424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153820480.000000 Penalty: 48608.308594
Iteration 30Q: 22 clusters Score -1.538205e+08 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 30093 members 
Mstep: Class 4 contains 132729 members 
Mstep: Class 5 contains 17002 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 15981 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 169660 members 
Mstep: Class 10 contains 18859 members 
Mstep: Class 11 contains 45480 members 
Mstep: Class 12 contains 82893 members 
Mstep: Class 13 contains 19682 members 
Mstep: Class 14 contains 29414 members 
Mstep: Class 15 contains 191410 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 72541 members 
Mstep: Class 18 contains 145476 members 
Mstep: Class 19 contains 165805 members 
Mstep: Class 20 contains 171818 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 33642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153823392.000000 Penalty: 48608.308594
Iteration 31Q: 22 clusters Score -1.538234e+08 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 30114 members 
Mstep: Class 4 contains 132863 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 34633 members 
Mstep: Class 7 contains 15800 members 
Mstep: Class 8 contains 11226 members 
Mstep: Class 9 contains 174001 members 
Mstep: Class 10 contains 18922 members 
Mstep: Class 11 contains 46461 members 
Mstep: Class 12 contains 82431 members 
Mstep: Class 13 contains 19704 members 
Mstep: Class 14 contains 29443 members 
Mstep: Class 15 contains 190555 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 72166 members 
Mstep: Class 18 contains 144367 members 
Mstep: Class 19 contains 163711 members 
Mstep: Class 20 contains 170876 members 
Mstep: Class 21 contains 8286 members 
Mstep: Class 22 contains 33851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153825904.000000 Penalty: 48608.308594
Iteration 32Q: 22 clusters Score -1.538259e+08 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 30121 members 
Mstep: Class 4 contains 132911 members 
Mstep: Class 5 contains 18620 members 
Mstep: Class 6 contains 34947 members 
Mstep: Class 7 contains 15627 members 
Mstep: Class 8 contains 11359 members 
Mstep: Class 9 contains 177919 members 
Mstep: Class 10 contains 18977 members 
Mstep: Class 11 contains 47375 members 
Mstep: Class 12 contains 81952 members 
Mstep: Class 13 contains 19707 members 
Mstep: Class 14 contains 29468 members 
Mstep: Class 15 contains 190006 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 71814 members 
Mstep: Class 18 contains 143306 members 
Mstep: Class 19 contains 161648 members 
Mstep: Class 20 contains 169964 members 
Mstep: Class 21 contains 8072 members 
Mstep: Class 22 contains 34025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153827632.000000 Penalty: 48608.308594
Iteration 33Q: 22 clusters Score -1.538276e+08 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 131446 members 
Mstep: Class 2 contains 30136 members 
Mstep: Class 4 contains 132916 members 
Mstep: Class 5 contains 19576 members 
Mstep: Class 6 contains 35271 members 
Mstep: Class 7 contains 15482 members 
Mstep: Class 8 contains 11491 members 
Mstep: Class 9 contains 181391 members 
Mstep: Class 10 contains 19026 members 
Mstep: Class 11 contains 48326 members 
Mstep: Class 12 contains 81489 members 
Mstep: Class 13 contains 19693 members 
Mstep: Class 14 contains 29454 members 
Mstep: Class 15 contains 189617 members 
Mstep: Class 16 contains 5365 members 
Mstep: Class 17 contains 71395 members 
Mstep: Class 18 contains 142244 members 
Mstep: Class 19 contains 159619 members 
Mstep: Class 20 contains 169241 members 
Mstep: Class 21 contains 7883 members 
Mstep: Class 22 contains 34148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153828528.000000 Penalty: 48608.308594
Iteration 34Q: 22 clusters Score -1.538285e+08 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 130917 members 
Mstep: Class 2 contains 30152 members 
Mstep: Class 4 contains 132869 members 
Mstep: Class 5 contains 20573 members 
Mstep: Class 6 contains 35573 members 
Mstep: Class 7 contains 15344 members 
Mstep: Class 8 contains 11642 members 
Mstep: Class 9 contains 184470 members 
Mstep: Class 10 contains 19089 members 
Mstep: Class 11 contains 49294 members 
Mstep: Class 12 contains 81002 members 
Mstep: Class 13 contains 19658 members 
Mstep: Class 14 contains 29436 members 
Mstep: Class 15 contains 189356 members 
Mstep: Class 16 contains 5377 members 
Mstep: Class 17 contains 70943 members 
Mstep: Class 18 contains 141246 members 
Mstep: Class 19 contains 157668 members 
Mstep: Class 20 contains 168580 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 34306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153830704.000000 Penalty: 48608.308594
Iteration 35Q: 22 clusters Score -1.538307e+08 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130438 members 
Mstep: Class 2 contains 30170 members 
Mstep: Class 4 contains 132787 members 
Mstep: Class 5 contains 21648 members 
Mstep: Class 6 contains 35866 members 
Mstep: Class 7 contains 15261 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 187171 members 
Mstep: Class 10 contains 19147 members 
Mstep: Class 11 contains 50273 members 
Mstep: Class 12 contains 80493 members 
Mstep: Class 13 contains 19632 members 
Mstep: Class 14 contains 29409 members 
Mstep: Class 15 contains 189285 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 70522 members 
Mstep: Class 18 contains 140316 members 
Mstep: Class 19 contains 155787 members 
Mstep: Class 20 contains 167916 members 
Mstep: Class 21 contains 7529 members 
Mstep: Class 22 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153832000.000000 Penalty: 48608.308594
Iteration 36Q: 22 clusters Score -1.53832e+08 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 30170 members 
Mstep: Class 4 contains 132669 members 
Mstep: Class 5 contains 22738 members 
Mstep: Class 6 contains 36141 members 
Mstep: Class 7 contains 15168 members 
Mstep: Class 8 contains 11789 members 
Mstep: Class 9 contains 189627 members 
Mstep: Class 10 contains 19194 members 
Mstep: Class 11 contains 51209 members 
Mstep: Class 12 contains 79990 members 
Mstep: Class 13 contains 19597 members 
Mstep: Class 14 contains 29379 members 
Mstep: Class 15 contains 189258 members 
Mstep: Class 16 contains 5416 members 
Mstep: Class 17 contains 70115 members 
Mstep: Class 18 contains 139459 members 
Mstep: Class 19 contains 154012 members 
Mstep: Class 20 contains 167342 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 34599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153832016.000000 Penalty: 48608.308594
Iteration 37Q: 22 clusters Score -1.53832e+08 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 30159 members 
Mstep: Class 4 contains 132579 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 36429 members 
Mstep: Class 7 contains 15080 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 191685 members 
Mstep: Class 10 contains 19250 members 
Mstep: Class 11 contains 52207 members 
Mstep: Class 12 contains 79555 members 
Mstep: Class 13 contains 19565 members 
Mstep: Class 14 contains 29344 members 
Mstep: Class 15 contains 189274 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 69793 members 
Mstep: Class 18 contains 138616 members 
Mstep: Class 19 contains 152176 members 
Mstep: Class 20 contains 166949 members 
Mstep: Class 21 contains 7275 members 
Mstep: Class 22 contains 34734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153832368.000000 Penalty: 48608.308594
Iteration 38Q: 22 clusters Score -1.538324e+08 nChanged 9604
Entering ConstructFrom: 
Score: -153832368.000000 Penalty: 48608.308594
Entering ConstructFrom: 
Trying to split cluster 1 (129061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Entering Unmasked Estep 
Score: -13422764.000000 Penalty: 1912.306641
	Iteration 0F: 2 clusters Score -1.342276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -13336881.000000 Penalty: 3824.613281
	Iteration 0F: 3 clusters Score -1.333688e+07 nChanged 62149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -13373321.000000 Penalty: 3824.613281
	Iteration 1F: 3 clusters Score -1.337332e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -13375511.000000 Penalty: 3824.613281
	Iteration 2Q: 3 clusters Score -1.337551e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -13379747.000000 Penalty: 3824.613281
	Iteration 3F: 3 clusters Score -1.337975e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -13387024.000000 Penalty: 3824.613281
	Iteration 4F: 3 clusters Score -1.338702e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -13397512.000000 Penalty: 3824.613281
	Iteration 5F: 3 clusters Score -1.339751e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -13408087.000000 Penalty: 3824.613281
	Iteration 6F: 3 clusters Score -1.340809e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -13415661.000000 Penalty: 3824.613281
	Iteration 7F: 3 clusters Score -1.341566e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -13419526.000000 Penalty: 3824.613281
	Iteration 8Q: 3 clusters Score -1.341953e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -13421471.000000 Penalty: 3824.613281
	Iteration 9Q: 3 clusters Score -1.342147e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -13422690.000000 Penalty: 3824.613281
	Iteration 10Q: 3 clusters Score -1.342269e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 124397 members 
Entering Unmasked Estep 
Score: -13423490.000000 Penalty: 3824.613281
	Iteration 11Q: 3 clusters Score -1.342349e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -13424072.000000 Penalty: 3824.613281
	Iteration 12Q: 3 clusters Score -1.342407e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -13424513.000000 Penalty: 3824.613281
	Iteration 13Q: 3 clusters Score -1.342451e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -13424830.000000 Penalty: 3824.613281
	Iteration 14Q: 3 clusters Score -1.342483e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -13425074.000000 Penalty: 3824.613281
	Iteration 15Q: 3 clusters Score -1.342507e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -13425202.000000 Penalty: 3824.613281
	Iteration 16Q: 3 clusters Score -1.34252e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 125169 members 
Entering Unmasked Estep 
Score: -13425338.000000 Penalty: 3824.613281
	Iteration 17Q: 3 clusters Score -1.342534e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -13425547.000000 Penalty: 3824.613281
	Iteration 18Q: 3 clusters Score -1.342555e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -13425658.000000 Penalty: 3824.613281
	Iteration 19Q: 3 clusters Score -1.342566e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 125043 members 
Entering Unmasked Estep 
Score: -13427259.000000 Penalty: 3824.613281
	Iteration 20F: 3 clusters Score -1.342726e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -13428171.000000 Penalty: 3824.613281
	Iteration 21Q: 3 clusters Score -1.342817e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -13428631.000000 Penalty: 3824.613281
	Iteration 22Q: 3 clusters Score -1.342863e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -13428927.000000 Penalty: 3824.613281
	Iteration 23Q: 3 clusters Score -1.342893e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 123686 members 
Entering Unmasked Estep 
Score: -13429113.000000 Penalty: 3824.613281
	Iteration 24Q: 3 clusters Score -1.342911e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
Score: -13429219.000000 Penalty: 3824.613281
	Iteration 25Q: 3 clusters Score -1.342922e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -13429354.000000 Penalty: 3824.613281
	Iteration 26Q: 3 clusters Score -1.342935e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -13429455.000000 Penalty: 3824.613281
	Iteration 27Q: 3 clusters Score -1.342946e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -13429631.000000 Penalty: 3824.613281
	Iteration 28Q: 3 clusters Score -1.342963e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -13429725.000000 Penalty: 3824.613281
	Iteration 29Q: 3 clusters Score -1.342972e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -13429724.000000 Penalty: 3824.613281
	Iteration 30Q: 3 clusters Score -1.342972e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -13429779.000000 Penalty: 3824.613281
	Iteration 31Q: 3 clusters Score -1.342978e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 123133 members 
Entering Unmasked Estep 
Score: -13429833.000000 Penalty: 3824.613281
	Iteration 32Q: 3 clusters Score -1.342983e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -13429878.000000 Penalty: 3824.613281
	Iteration 33Q: 3 clusters Score -1.342988e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 123225 members 
Entering Unmasked Estep 
Score: -13429897.000000 Penalty: 3824.613281
	Iteration 34Q: 3 clusters Score -1.34299e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -13429927.000000 Penalty: 3824.613281
	Iteration 35Q: 3 clusters Score -1.342993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -13429931.000000 Penalty: 3824.613281
	Iteration 36Q: 3 clusters Score -1.342993e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -13429941.000000 Penalty: 3824.613281
	Iteration 37Q: 3 clusters Score -1.342994e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -13430016.000000 Penalty: 3824.613281
	Iteration 38Q: 3 clusters Score -1.343002e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -13430017.000000 Penalty: 3824.613281
	Iteration 39Q: 3 clusters Score -1.343002e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 123420 members 
Entering Unmasked Estep 
Score: -13430031.000000 Penalty: 3824.613281
	Iteration 40F: 3 clusters Score -1.343003e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -13430051.000000 Penalty: 3824.613281
	Iteration 41Q: 3 clusters Score -1.343005e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 123392 members 
Entering Unmasked Estep 
Score: -13430062.000000 Penalty: 3824.613281
	Iteration 42Q: 3 clusters Score -1.343006e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -13430072.000000 Penalty: 3824.613281
	Iteration 43Q: 3 clusters Score -1.343007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 123386 members 
Entering Unmasked Estep 
Score: -13430058.000000 Penalty: 3824.613281
	Iteration 44Q: 3 clusters Score -1.343006e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -13430051.000000 Penalty: 3824.613281
	Iteration 45Q: 3 clusters Score -1.343005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -13430086.000000 Penalty: 3824.613281
	Iteration 46Q: 3 clusters Score -1.343009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 123384 members 
Entering Unmasked Estep 
Score: -13430091.000000 Penalty: 3824.613281
	Iteration 47Q: 3 clusters Score -1.343009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 123381 members 
Entering Unmasked Estep 
Score: -13430110.000000 Penalty: 3824.613281
	Iteration 48Q: 3 clusters Score -1.343011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -13430096.000000 Penalty: 3824.613281
	Iteration 49Q: 3 clusters Score -1.34301e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -13430117.000000 Penalty: 3824.613281
	Iteration 50Q: 3 clusters Score -1.343012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -13430105.000000 Penalty: 3824.613281
	Iteration 51Q: 3 clusters Score -1.34301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -13430102.000000 Penalty: 3824.613281
	Iteration 52Q: 3 clusters Score -1.34301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -13430112.000000 Penalty: 3824.613281
	Iteration 53Q: 3 clusters Score -1.343011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -13430119.000000 Penalty: 3824.613281
	Iteration 54Q: 3 clusters Score -1.343012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -13430129.000000 Penalty: 3824.613281
	Iteration 55Q: 3 clusters Score -1.343013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 123345 members 
Entering Unmasked Estep 
Score: -13430134.000000 Penalty: 3824.613281
	Iteration 56Q: 3 clusters Score -1.343013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -13430131.000000 Penalty: 3824.613281
	Iteration 57Q: 3 clusters Score -1.343013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -13430134.000000 Penalty: 3824.613281
	Iteration 58Q: 3 clusters Score -1.343013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -13430128.000000 Penalty: 3824.613281
	Iteration 59Q: 3 clusters Score -1.343013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -13430123.000000 Penalty: 3824.613281
	Iteration 60F: 3 clusters Score -1.343012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -13430118.000000 Penalty: 3824.613281
	Iteration 61Q: 3 clusters Score -1.343012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -13430121.000000 Penalty: 3824.613281
	Iteration 62Q: 3 clusters Score -1.343012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -13430121.000000 Penalty: 3824.613281
	Iteration 63F: 3 clusters Score -1.343012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 30161 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 132439 members 
Mstep: Class 5 contains 24856 members 
Mstep: Class 6 contains 36692 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Entering Unmasked Estep 
Score: -153839232.000000 Penalty: 50922.992188
Splitting cluster 1 changes total score from -153832368.000000 to -153839232.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (30161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Entering Unmasked Estep 
Score: -3040741.250000 Penalty: 1676.074585
	Iteration 0F: 2 clusters Score -3040741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3020415.000000 Penalty: 3352.149170
	Iteration 0F: 3 clusters Score -3020415 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3031546.000000 Penalty: 3352.149170
	Iteration 1F: 3 clusters Score -3031546 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3036788.500000 Penalty: 3352.149170
	Iteration 2F: 3 clusters Score -3036788 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3042053.250000 Penalty: 3352.149170
	Iteration 3F: 3 clusters Score -3042053 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3045349.500000 Penalty: 3352.149170
	Iteration 4F: 3 clusters Score -3045350 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3046812.750000 Penalty: 3352.149170
	Iteration 5F: 3 clusters Score -3046813 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3047357.000000 Penalty: 3352.149170
	Iteration 6Q: 3 clusters Score -3047357 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3047515.250000 Penalty: 3352.149170
	Iteration 7Q: 3 clusters Score -3047515 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -3047602.000000 Penalty: 3352.149170
	Iteration 8Q: 3 clusters Score -3047602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3047624.500000 Penalty: 3352.149170
	Iteration 9Q: 3 clusters Score -3047624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3047655.250000 Penalty: 3352.149170
	Iteration 10Q: 3 clusters Score -3047655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3047665.500000 Penalty: 3352.149170
	Iteration 11Q: 3 clusters Score -3047666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3047679.000000 Penalty: 3352.149170
	Iteration 12Q: 3 clusters Score -3047679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3047686.250000 Penalty: 3352.149170
	Iteration 13Q: 3 clusters Score -3047686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3047694.500000 Penalty: 3352.149170
	Iteration 14Q: 3 clusters Score -3047694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3047697.250000 Penalty: 3352.149170
	Iteration 15Q: 3 clusters Score -3047697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3047692.250000 Penalty: 3352.149170
	Iteration 16Q: 3 clusters Score -3047692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3047694.500000 Penalty: 3352.149170
	Iteration 17Q: 3 clusters Score -3047694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3047700.500000 Penalty: 3352.149170
	Iteration 18Q: 3 clusters Score -3047700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3047712.000000 Penalty: 3352.149170
	Iteration 19Q: 3 clusters Score -3047712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3047713.000000 Penalty: 3352.149170
	Iteration 20F: 3 clusters Score -3047713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3047717.250000 Penalty: 3352.149170
	Iteration 21Q: 3 clusters Score -3047717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3047717.500000 Penalty: 3352.149170
	Iteration 22Q: 3 clusters Score -3047718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3047720.750000 Penalty: 3352.149170
	Iteration 23Q: 3 clusters Score -3047721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3047726.000000 Penalty: 3352.149170
	Iteration 24Q: 3 clusters Score -3047726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3047726.750000 Penalty: 3352.149170
	Iteration 25Q: 3 clusters Score -3047727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3047726.500000 Penalty: 3352.149170
	Iteration 26Q: 3 clusters Score -3047726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3047727.250000 Penalty: 3352.149170
	Iteration 27Q: 3 clusters Score -3047727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3047727.500000 Penalty: 3352.149170
	Iteration 28Q: 3 clusters Score -3047728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3047727.500000 Penalty: 3352.149170
	Iteration 29F: 3 clusters Score -3047728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 132439 members 
Mstep: Class 5 contains 24856 members 
Mstep: Class 6 contains 36692 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Entering Unmasked Estep 
Score: -153845664.000000 Penalty: 53237.671875
Splitting cluster 2 changes total score from -153832368.000000 to -153845664.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (132439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Entering Unmasked Estep 
Score: -13767791.000000 Penalty: 1916.505127
	Iteration 0F: 2 clusters Score -1.376779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -13679323.000000 Penalty: 3833.010254
	Iteration 0F: 3 clusters Score -1.367932e+07 nChanged 63804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -13716967.000000 Penalty: 3833.010254
	Iteration 1F: 3 clusters Score -1.371697e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -13718106.000000 Penalty: 3833.010254
	Iteration 2Q: 3 clusters Score -1.371811e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -13719798.000000 Penalty: 3833.010254
	Iteration 3Q: 3 clusters Score -1.37198e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -13722434.000000 Penalty: 3833.010254
	Iteration 4Q: 3 clusters Score -1.372243e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -13726510.000000 Penalty: 3833.010254
	Iteration 5F: 3 clusters Score -1.372651e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -13732765.000000 Penalty: 3833.010254
	Iteration 6F: 3 clusters Score -1.373276e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -13740965.000000 Penalty: 3833.010254
	Iteration 7F: 3 clusters Score -1.374096e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -13749228.000000 Penalty: 3833.010254
	Iteration 8F: 3 clusters Score -1.374923e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -13756069.000000 Penalty: 3833.010254
	Iteration 9F: 3 clusters Score -1.375607e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -13760248.000000 Penalty: 3833.010254
	Iteration 10Q: 3 clusters Score -1.376025e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -13762307.000000 Penalty: 3833.010254
	Iteration 11Q: 3 clusters Score -1.376231e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -13763563.000000 Penalty: 3833.010254
	Iteration 12Q: 3 clusters Score -1.376356e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13764541.000000 Penalty: 3833.010254
	Iteration 13Q: 3 clusters Score -1.376454e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -13765181.000000 Penalty: 3833.010254
	Iteration 14Q: 3 clusters Score -1.376518e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -13765621.000000 Penalty: 3833.010254
	Iteration 15Q: 3 clusters Score -1.376562e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -13766030.000000 Penalty: 3833.010254
	Iteration 16Q: 3 clusters Score -1.376603e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -13766257.000000 Penalty: 3833.010254
	Iteration 17Q: 3 clusters Score -1.376626e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 109060 members 
Entering Unmasked Estep 
Score: -13766431.000000 Penalty: 3833.010254
	Iteration 18Q: 3 clusters Score -1.376643e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -13766560.000000 Penalty: 3833.010254
	Iteration 19Q: 3 clusters Score -1.376656e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -13766636.000000 Penalty: 3833.010254
	Iteration 20F: 3 clusters Score -1.376664e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -13766785.000000 Penalty: 3833.010254
	Iteration 21Q: 3 clusters Score -1.376678e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -13766833.000000 Penalty: 3833.010254
	Iteration 22Q: 3 clusters Score -1.376683e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -13766801.000000 Penalty: 3833.010254
	Iteration 23Q: 3 clusters Score -1.37668e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 112093 members 
Entering Unmasked Estep 
Score: -13766837.000000 Penalty: 3833.010254
	Iteration 24Q: 3 clusters Score -1.376684e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -13766913.000000 Penalty: 3833.010254
	Iteration 25Q: 3 clusters Score -1.376691e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -13766984.000000 Penalty: 3833.010254
	Iteration 26Q: 3 clusters Score -1.376698e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 113140 members 
Entering Unmasked Estep 
Score: -13766994.000000 Penalty: 3833.010254
	Iteration 27Q: 3 clusters Score -1.376699e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -13767021.000000 Penalty: 3833.010254
	Iteration 28Q: 3 clusters Score -1.376702e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -13767057.000000 Penalty: 3833.010254
	Iteration 29Q: 3 clusters Score -1.376706e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -13767119.000000 Penalty: 3833.010254
	Iteration 30Q: 3 clusters Score -1.376712e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 114534 members 
Entering Unmasked Estep 
Score: -13767180.000000 Penalty: 3833.010254
	Iteration 31Q: 3 clusters Score -1.376718e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -13767217.000000 Penalty: 3833.010254
	Iteration 32Q: 3 clusters Score -1.376722e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -13767257.000000 Penalty: 3833.010254
	Iteration 33Q: 3 clusters Score -1.376726e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 115505 members 
Entering Unmasked Estep 
Score: -13767338.000000 Penalty: 3833.010254
	Iteration 34Q: 3 clusters Score -1.376734e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -13767406.000000 Penalty: 3833.010254
	Iteration 35Q: 3 clusters Score -1.376741e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 116198 members 
Entering Unmasked Estep 
Score: -13767464.000000 Penalty: 3833.010254
	Iteration 36Q: 3 clusters Score -1.376746e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -13767606.000000 Penalty: 3833.010254
	Iteration 37Q: 3 clusters Score -1.376761e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 116982 members 
Entering Unmasked Estep 
Score: -13767716.000000 Penalty: 3833.010254
	Iteration 38Q: 3 clusters Score -1.376772e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -13767957.000000 Penalty: 3833.010254
	Iteration 39Q: 3 clusters Score -1.376796e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 117780 members 
Entering Unmasked Estep 
Score: -13768147.000000 Penalty: 3833.010254
	Iteration 40F: 3 clusters Score -1.376815e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -13768394.000000 Penalty: 3833.010254
	Iteration 41Q: 3 clusters Score -1.376839e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -13768624.000000 Penalty: 3833.010254
	Iteration 42Q: 3 clusters Score -1.376862e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -13768828.000000 Penalty: 3833.010254
	Iteration 43Q: 3 clusters Score -1.376883e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 119196 members 
Entering Unmasked Estep 
Score: -13769143.000000 Penalty: 3833.010254
	Iteration 44Q: 3 clusters Score -1.376914e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 119483 members 
Entering Unmasked Estep 
Score: -13769308.000000 Penalty: 3833.010254
	Iteration 45Q: 3 clusters Score -1.376931e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -13769482.000000 Penalty: 3833.010254
	Iteration 46Q: 3 clusters Score -1.376948e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -13769612.000000 Penalty: 3833.010254
	Iteration 47Q: 3 clusters Score -1.376961e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -13769677.000000 Penalty: 3833.010254
	Iteration 48Q: 3 clusters Score -1.376968e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 119972 members 
Entering Unmasked Estep 
Score: -13769735.000000 Penalty: 3833.010254
	Iteration 49Q: 3 clusters Score -1.376974e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 120012 members 
Entering Unmasked Estep 
Score: -13769742.000000 Penalty: 3833.010254
	Iteration 50Q: 3 clusters Score -1.376974e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 120062 members 
Entering Unmasked Estep 
Score: -13769759.000000 Penalty: 3833.010254
	Iteration 51Q: 3 clusters Score -1.376976e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -13769751.000000 Penalty: 3833.010254
	Iteration 52Q: 3 clusters Score -1.376975e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -13769752.000000 Penalty: 3833.010254
	Iteration 53Q: 3 clusters Score -1.376975e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -13769777.000000 Penalty: 3833.010254
	Iteration 54Q: 3 clusters Score -1.376978e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -13769773.000000 Penalty: 3833.010254
	Iteration 55Q: 3 clusters Score -1.376977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 120203 members 
Entering Unmasked Estep 
Score: -13769776.000000 Penalty: 3833.010254
	Iteration 56Q: 3 clusters Score -1.376978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -13769774.000000 Penalty: 3833.010254
	Iteration 57Q: 3 clusters Score -1.376977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 120240 members 
Entering Unmasked Estep 
Score: -13769789.000000 Penalty: 3833.010254
	Iteration 58Q: 3 clusters Score -1.376979e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -13769791.000000 Penalty: 3833.010254
	Iteration 59Q: 3 clusters Score -1.376979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -13769785.000000 Penalty: 3833.010254
	Iteration 60F: 3 clusters Score -1.376978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -13769781.000000 Penalty: 3833.010254
	Iteration 61Q: 3 clusters Score -1.376978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -13769783.000000 Penalty: 3833.010254
	Iteration 62Q: 3 clusters Score -1.376978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 120289 members 
Entering Unmasked Estep 
Score: -13769782.000000 Penalty: 3833.010254
	Iteration 63Q: 3 clusters Score -1.376978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 120293 members 
Entering Unmasked Estep 
Score: -13769782.000000 Penalty: 3833.010254
	Iteration 64Q: 3 clusters Score -1.376978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -13769773.000000 Penalty: 3833.010254
	Iteration 65Q: 3 clusters Score -1.376977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 120298 members 
Entering Unmasked Estep 
Score: -13769781.000000 Penalty: 3833.010254
	Iteration 66Q: 3 clusters Score -1.376978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -13769779.000000 Penalty: 3833.010254
	Iteration 67Q: 3 clusters Score -1.376978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -13769776.000000 Penalty: 3833.010254
	Iteration 68Q: 3 clusters Score -1.376978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -13769776.000000 Penalty: 3833.010254
	Iteration 69F: 3 clusters Score -1.376978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 24856 members 
Mstep: Class 6 contains 36692 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Entering Unmasked Estep 
Score: -153847520.000000 Penalty: 55552.351562
Splitting cluster 4 changes total score from -153832368.000000 to -153847520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (24856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Entering Unmasked Estep 
Score: -2466033.750000 Penalty: 1644.638794
	Iteration 0F: 2 clusters Score -2466034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2449215.250000 Penalty: 3289.277588
	Iteration 0F: 3 clusters Score -2449215 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2456068.500000 Penalty: 3289.277588
	Iteration 1F: 3 clusters Score -2456068 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2456819.750000 Penalty: 3289.277588
	Iteration 2F: 3 clusters Score -2456820 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2457695.250000 Penalty: 3289.277588
	Iteration 3F: 3 clusters Score -2457695 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2458668.750000 Penalty: 3289.277588
	Iteration 4F: 3 clusters Score -2458669 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2459785.750000 Penalty: 3289.277588
	Iteration 5F: 3 clusters Score -2459786 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2460953.000000 Penalty: 3289.277588
	Iteration 6F: 3 clusters Score -2460953 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2462178.000000 Penalty: 3289.277588
	Iteration 7F: 3 clusters Score -2462178 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2463528.500000 Penalty: 3289.277588
	Iteration 8F: 3 clusters Score -2463528 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2464525.750000 Penalty: 3289.277588
	Iteration 9F: 3 clusters Score -2464526 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2465209.250000 Penalty: 3289.277588
	Iteration 10Q: 3 clusters Score -2465209 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2465631.500000 Penalty: 3289.277588
	Iteration 11Q: 3 clusters Score -2465632 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2465938.250000 Penalty: 3289.277588
	Iteration 12Q: 3 clusters Score -2465938 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2466129.500000 Penalty: 3289.277588
	Iteration 13Q: 3 clusters Score -2466130 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2466286.250000 Penalty: 3289.277588
	Iteration 14Q: 3 clusters Score -2466286 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2466390.000000 Penalty: 3289.277588
	Iteration 15Q: 3 clusters Score -2466390 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2466491.250000 Penalty: 3289.277588
	Iteration 16Q: 3 clusters Score -2466491 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2466600.500000 Penalty: 3289.277588
	Iteration 17Q: 3 clusters Score -2466600 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2466709.750000 Penalty: 3289.277588
	Iteration 18Q: 3 clusters Score -2466710 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2466802.500000 Penalty: 3289.277588
	Iteration 19Q: 3 clusters Score -2466802 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2466887.250000 Penalty: 3289.277588
	Iteration 20F: 3 clusters Score -2466887 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2466972.000000 Penalty: 3289.277588
	Iteration 21Q: 3 clusters Score -2466972 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2467053.750000 Penalty: 3289.277588
	Iteration 22Q: 3 clusters Score -2467054 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2467157.250000 Penalty: 3289.277588
	Iteration 23Q: 3 clusters Score -2467157 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2467235.750000 Penalty: 3289.277588
	Iteration 24Q: 3 clusters Score -2467236 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2467322.250000 Penalty: 3289.277588
	Iteration 25Q: 3 clusters Score -2467322 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2467412.750000 Penalty: 3289.277588
	Iteration 26Q: 3 clusters Score -2467413 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2467499.250000 Penalty: 3289.277588
	Iteration 27Q: 3 clusters Score -2467499 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2467574.500000 Penalty: 3289.277588
	Iteration 28Q: 3 clusters Score -2467574 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2467662.750000 Penalty: 3289.277588
	Iteration 29Q: 3 clusters Score -2467663 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2467757.750000 Penalty: 3289.277588
	Iteration 30Q: 3 clusters Score -2467758 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2467825.250000 Penalty: 3289.277588
	Iteration 31Q: 3 clusters Score -2467825 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2467883.750000 Penalty: 3289.277588
	Iteration 32Q: 3 clusters Score -2467884 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2467935.250000 Penalty: 3289.277588
	Iteration 33Q: 3 clusters Score -2467935 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2467980.750000 Penalty: 3289.277588
	Iteration 34Q: 3 clusters Score -2467981 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2468020.250000 Penalty: 3289.277588
	Iteration 35Q: 3 clusters Score -2468020 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2468061.000000 Penalty: 3289.277588
	Iteration 36Q: 3 clusters Score -2468061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2468096.000000 Penalty: 3289.277588
	Iteration 37Q: 3 clusters Score -2468096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2468136.250000 Penalty: 3289.277588
	Iteration 38Q: 3 clusters Score -2468136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2468168.750000 Penalty: 3289.277588
	Iteration 39Q: 3 clusters Score -2468169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2468186.000000 Penalty: 3289.277588
	Iteration 40F: 3 clusters Score -2468186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2468204.000000 Penalty: 3289.277588
	Iteration 41Q: 3 clusters Score -2468204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2468213.250000 Penalty: 3289.277588
	Iteration 42Q: 3 clusters Score -2468213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2468212.500000 Penalty: 3289.277588
	Iteration 43Q: 3 clusters Score -2468212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2468212.500000 Penalty: 3289.277588
	Iteration 44Q: 3 clusters Score -2468212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2468223.250000 Penalty: 3289.277588
	Iteration 45Q: 3 clusters Score -2468223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2468223.250000 Penalty: 3289.277588
	Iteration 46Q: 3 clusters Score -2468223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2468223.750000 Penalty: 3289.277588
	Iteration 47Q: 3 clusters Score -2468224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2468226.250000 Penalty: 3289.277588
	Iteration 48Q: 3 clusters Score -2468226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2468223.500000 Penalty: 3289.277588
	Iteration 49Q: 3 clusters Score -2468224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2468226.500000 Penalty: 3289.277588
	Iteration 50Q: 3 clusters Score -2468226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2468232.500000 Penalty: 3289.277588
	Iteration 51Q: 3 clusters Score -2468232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2468238.500000 Penalty: 3289.277588
	Iteration 52Q: 3 clusters Score -2468238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2468245.500000 Penalty: 3289.277588
	Iteration 53Q: 3 clusters Score -2468246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2468243.250000 Penalty: 3289.277588
	Iteration 54Q: 3 clusters Score -2468243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2468247.000000 Penalty: 3289.277588
	Iteration 55Q: 3 clusters Score -2468247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2468244.750000 Penalty: 3289.277588
	Iteration 56Q: 3 clusters Score -2468245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2468244.250000 Penalty: 3289.277588
	Iteration 57Q: 3 clusters Score -2468244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2468247.000000 Penalty: 3289.277588
	Iteration 58Q: 3 clusters Score -2468247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2468243.250000 Penalty: 3289.277588
	Iteration 59Q: 3 clusters Score -2468243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2468244.500000 Penalty: 3289.277588
	Iteration 60F: 3 clusters Score -2468244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2468243.750000 Penalty: 3289.277588
	Iteration 61Q: 3 clusters Score -2468244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2468242.250000 Penalty: 3289.277588
	Iteration 62Q: 3 clusters Score -2468242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2468243.000000 Penalty: 3289.277588
	Iteration 63Q: 3 clusters Score -2468243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2468239.500000 Penalty: 3289.277588
	Iteration 64Q: 3 clusters Score -2468240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2468237.500000 Penalty: 3289.277588
	Iteration 65Q: 3 clusters Score -2468238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2468241.500000 Penalty: 3289.277588
	Iteration 66Q: 3 clusters Score -2468242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2468240.750000 Penalty: 3289.277588
	Iteration 67Q: 3 clusters Score -2468241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2468240.750000 Penalty: 3289.277588
	Iteration 68F: 3 clusters Score -2468241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 36692 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Entering Unmasked Estep 
Score: -153849232.000000 Penalty: 57867.035156
Splitting cluster 5 changes total score from -153832368.000000 to -153849232.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (36692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Entering Unmasked Estep 
Score: -3449664.250000 Penalty: 1707.926025
	Iteration 0F: 2 clusters Score -3449664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3425230.750000 Penalty: 3415.852051
	Iteration 0F: 3 clusters Score -3425231 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3436347.250000 Penalty: 3415.852051
	Iteration 1F: 3 clusters Score -3436347 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3438236.750000 Penalty: 3415.852051
	Iteration 2F: 3 clusters Score -3438237 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3439906.000000 Penalty: 3415.852051
	Iteration 3F: 3 clusters Score -3439906 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3441185.000000 Penalty: 3415.852051
	Iteration 4F: 3 clusters Score -3441185 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3442145.250000 Penalty: 3415.852051
	Iteration 5F: 3 clusters Score -3442145 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3442829.750000 Penalty: 3415.852051
	Iteration 6Q: 3 clusters Score -3442830 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3443381.250000 Penalty: 3415.852051
	Iteration 7Q: 3 clusters Score -3443381 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3443830.250000 Penalty: 3415.852051
	Iteration 8Q: 3 clusters Score -3443830 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3444280.000000 Penalty: 3415.852051
	Iteration 9Q: 3 clusters Score -3444280 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3444849.500000 Penalty: 3415.852051
	Iteration 10Q: 3 clusters Score -3444850 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3445781.250000 Penalty: 3415.852051
	Iteration 11Q: 3 clusters Score -3445781 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3447050.250000 Penalty: 3415.852051
	Iteration 12Q: 3 clusters Score -3447050 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3448490.000000 Penalty: 3415.852051
	Iteration 13Q: 3 clusters Score -3448490 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3449637.750000 Penalty: 3415.852051
	Iteration 14Q: 3 clusters Score -3449638 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3450297.250000 Penalty: 3415.852051
	Iteration 15Q: 3 clusters Score -3450297 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3450678.250000 Penalty: 3415.852051
	Iteration 16Q: 3 clusters Score -3450678 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3450886.500000 Penalty: 3415.852051
	Iteration 17Q: 3 clusters Score -3450886 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3451021.750000 Penalty: 3415.852051
	Iteration 18Q: 3 clusters Score -3451022 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3451094.500000 Penalty: 3415.852051
	Iteration 19Q: 3 clusters Score -3451094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3451149.750000 Penalty: 3415.852051
	Iteration 20F: 3 clusters Score -3451150 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3451223.750000 Penalty: 3415.852051
	Iteration 21Q: 3 clusters Score -3451224 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3451256.250000 Penalty: 3415.852051
	Iteration 22Q: 3 clusters Score -3451256 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3451282.750000 Penalty: 3415.852051
	Iteration 23Q: 3 clusters Score -3451283 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3451307.750000 Penalty: 3415.852051
	Iteration 24Q: 3 clusters Score -3451308 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3451328.750000 Penalty: 3415.852051
	Iteration 25Q: 3 clusters Score -3451329 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3451354.250000 Penalty: 3415.852051
	Iteration 26Q: 3 clusters Score -3451354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3451389.500000 Penalty: 3415.852051
	Iteration 27Q: 3 clusters Score -3451390 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3451419.250000 Penalty: 3415.852051
	Iteration 28Q: 3 clusters Score -3451419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3451427.000000 Penalty: 3415.852051
	Iteration 29Q: 3 clusters Score -3451427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3451443.000000 Penalty: 3415.852051
	Iteration 30Q: 3 clusters Score -3451443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3451443.000000 Penalty: 3415.852051
	Iteration 31Q: 3 clusters Score -3451443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3451440.500000 Penalty: 3415.852051
	Iteration 32Q: 3 clusters Score -3451440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3451454.750000 Penalty: 3415.852051
	Iteration 33Q: 3 clusters Score -3451455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3451459.000000 Penalty: 3415.852051
	Iteration 34Q: 3 clusters Score -3451459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3451462.000000 Penalty: 3415.852051
	Iteration 35Q: 3 clusters Score -3451462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3451468.000000 Penalty: 3415.852051
	Iteration 36Q: 3 clusters Score -3451468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3451468.750000 Penalty: 3415.852051
	Iteration 37Q: 3 clusters Score -3451469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3451466.250000 Penalty: 3415.852051
	Iteration 38Q: 3 clusters Score -3451466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3451470.750000 Penalty: 3415.852051
	Iteration 39Q: 3 clusters Score -3451471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3451472.000000 Penalty: 3415.852051
	Iteration 40F: 3 clusters Score -3451472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3451472.750000 Penalty: 3415.852051
	Iteration 41Q: 3 clusters Score -3451473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3451474.500000 Penalty: 3415.852051
	Iteration 42Q: 3 clusters Score -3451474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3451471.000000 Penalty: 3415.852051
	Iteration 43Q: 3 clusters Score -3451471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3451471.250000 Penalty: 3415.852051
	Iteration 44Q: 3 clusters Score -3451471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3451472.250000 Penalty: 3415.852051
	Iteration 45Q: 3 clusters Score -3451472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3451471.500000 Penalty: 3415.852051
	Iteration 46Q: 3 clusters Score -3451472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3451471.500000 Penalty: 3415.852051
	Iteration 47Q: 3 clusters Score -3451472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3451467.000000 Penalty: 3415.852051
	Iteration 48Q: 3 clusters Score -3451467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3451473.500000 Penalty: 3415.852051
	Iteration 49Q: 3 clusters Score -3451474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3451475.750000 Penalty: 3415.852051
	Iteration 50Q: 3 clusters Score -3451476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3451478.500000 Penalty: 3415.852051
	Iteration 51Q: 3 clusters Score -3451478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3451483.250000 Penalty: 3415.852051
	Iteration 52Q: 3 clusters Score -3451483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3451483.500000 Penalty: 3415.852051
	Iteration 53Q: 3 clusters Score -3451484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3451480.750000 Penalty: 3415.852051
	Iteration 54Q: 3 clusters Score -3451481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3451479.750000 Penalty: 3415.852051
	Iteration 55Q: 3 clusters Score -3451480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3451479.000000 Penalty: 3415.852051
	Iteration 56Q: 3 clusters Score -3451479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3451476.000000 Penalty: 3415.852051
	Iteration 57Q: 3 clusters Score -3451476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3451477.750000 Penalty: 3415.852051
	Iteration 58Q: 3 clusters Score -3451478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3451476.000000 Penalty: 3415.852051
	Iteration 59Q: 3 clusters Score -3451476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3451481.000000 Penalty: 3415.852051
	Iteration 60F: 3 clusters Score -3451481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3451480.000000 Penalty: 3415.852051
	Iteration 61Q: 3 clusters Score -3451480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3451480.000000 Penalty: 3415.852051
	Iteration 62F: 3 clusters Score -3451480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Entering Unmasked Estep 
Score: -153850672.000000 Penalty: 60181.714844
Splitting cluster 6 changes total score from -153832368.000000 to -153850672.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1471776.750000 Penalty: 1562.557617
	Iteration 0F: 2 clusters Score -1471777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1461561.125000 Penalty: 3125.115234
	Iteration 0F: 3 clusters Score -1461561 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1466442.125000 Penalty: 3125.115234
	Iteration 1F: 3 clusters Score -1466442 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1468150.250000 Penalty: 3125.115234
	Iteration 2F: 3 clusters Score -1468150 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1469871.750000 Penalty: 3125.115234
	Iteration 3F: 3 clusters Score -1469872 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1471216.000000 Penalty: 3125.115234
	Iteration 4F: 3 clusters Score -1471216 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1471888.750000 Penalty: 3125.115234
	Iteration 5F: 3 clusters Score -1471889 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1472209.625000 Penalty: 3125.115234
	Iteration 6Q: 3 clusters Score -1472210 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1472378.000000 Penalty: 3125.115234
	Iteration 7Q: 3 clusters Score -1472378 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1472525.000000 Penalty: 3125.115234
	Iteration 8Q: 3 clusters Score -1472525 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1472693.875000 Penalty: 3125.115234
	Iteration 9Q: 3 clusters Score -1472694 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1472880.000000 Penalty: 3125.115234
	Iteration 10Q: 3 clusters Score -1472880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1473114.000000 Penalty: 3125.115234
	Iteration 11Q: 3 clusters Score -1473114 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1473342.875000 Penalty: 3125.115234
	Iteration 12Q: 3 clusters Score -1473343 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1473534.125000 Penalty: 3125.115234
	Iteration 13Q: 3 clusters Score -1473534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1473672.500000 Penalty: 3125.115234
	Iteration 14Q: 3 clusters Score -1473672 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1473759.625000 Penalty: 3125.115234
	Iteration 15Q: 3 clusters Score -1473760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1473811.750000 Penalty: 3125.115234
	Iteration 16Q: 3 clusters Score -1473812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1473847.000000 Penalty: 3125.115234
	Iteration 17Q: 3 clusters Score -1473847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1473866.250000 Penalty: 3125.115234
	Iteration 18Q: 3 clusters Score -1473866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1473884.375000 Penalty: 3125.115234
	Iteration 19Q: 3 clusters Score -1473884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1473899.500000 Penalty: 3125.115234
	Iteration 20F: 3 clusters Score -1473900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1473902.875000 Penalty: 3125.115234
	Iteration 21Q: 3 clusters Score -1473903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1473903.375000 Penalty: 3125.115234
	Iteration 22Q: 3 clusters Score -1473903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1473906.375000 Penalty: 3125.115234
	Iteration 23Q: 3 clusters Score -1473906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1473912.000000 Penalty: 3125.115234
	Iteration 24Q: 3 clusters Score -1473912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1473908.375000 Penalty: 3125.115234
	Iteration 25Q: 3 clusters Score -1473908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1473911.250000 Penalty: 3125.115234
	Iteration 26Q: 3 clusters Score -1473911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1473913.125000 Penalty: 3125.115234
	Iteration 27Q: 3 clusters Score -1473913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1473916.875000 Penalty: 3125.115234
	Iteration 28Q: 3 clusters Score -1473917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1473916.750000 Penalty: 3125.115234
	Iteration 29Q: 3 clusters Score -1473917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1473917.125000 Penalty: 3125.115234
	Iteration 30Q: 3 clusters Score -1473917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1473918.250000 Penalty: 3125.115234
	Iteration 31Q: 3 clusters Score -1473918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1473926.375000 Penalty: 3125.115234
	Iteration 32Q: 3 clusters Score -1473926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1473933.750000 Penalty: 3125.115234
	Iteration 33Q: 3 clusters Score -1473934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1473938.750000 Penalty: 3125.115234
	Iteration 34Q: 3 clusters Score -1473939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1473946.250000 Penalty: 3125.115234
	Iteration 35Q: 3 clusters Score -1473946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1473978.250000 Penalty: 3125.115234
	Iteration 36Q: 3 clusters Score -1473978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1474041.875000 Penalty: 3125.115234
	Iteration 37Q: 3 clusters Score -1474042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1474093.250000 Penalty: 3125.115234
	Iteration 38Q: 3 clusters Score -1474093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1474111.750000 Penalty: 3125.115234
	Iteration 39Q: 3 clusters Score -1474112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1474117.750000 Penalty: 3125.115234
	Iteration 40F: 3 clusters Score -1474118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1474118.750000 Penalty: 3125.115234
	Iteration 41Q: 3 clusters Score -1474119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1474122.375000 Penalty: 3125.115234
	Iteration 42Q: 3 clusters Score -1474122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1474125.500000 Penalty: 3125.115234
	Iteration 43Q: 3 clusters Score -1474126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1474123.250000 Penalty: 3125.115234
	Iteration 44Q: 3 clusters Score -1474123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1474122.375000 Penalty: 3125.115234
	Iteration 45Q: 3 clusters Score -1474122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1474124.375000 Penalty: 3125.115234
	Iteration 46Q: 3 clusters Score -1474124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1474124.375000 Penalty: 3125.115234
	Iteration 47F: 3 clusters Score -1474124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Entering Unmasked Estep 
Score: -153851952.000000 Penalty: 62496.398438
Splitting cluster 7 changes total score from -153832368.000000 to -153851952.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (11864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Entering Unmasked Estep 
Score: -1074482.000000 Penalty: 1524.455322
	Iteration 0F: 2 clusters Score -1074482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1066248.125000 Penalty: 3048.910645
	Iteration 0F: 3 clusters Score -1066248 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1069976.625000 Penalty: 3048.910645
	Iteration 1F: 3 clusters Score -1069977 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1071495.000000 Penalty: 3048.910645
	Iteration 2F: 3 clusters Score -1071495 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1073157.500000 Penalty: 3048.910645
	Iteration 3F: 3 clusters Score -1073158 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1074364.625000 Penalty: 3048.910645
	Iteration 4F: 3 clusters Score -1074365 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1075213.375000 Penalty: 3048.910645
	Iteration 5F: 3 clusters Score -1075213 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1075751.250000 Penalty: 3048.910645
	Iteration 6F: 3 clusters Score -1075751 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1076067.375000 Penalty: 3048.910645
	Iteration 7Q: 3 clusters Score -1076067 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1076269.750000 Penalty: 3048.910645
	Iteration 8Q: 3 clusters Score -1076270 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1076437.625000 Penalty: 3048.910645
	Iteration 9Q: 3 clusters Score -1076438 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1076558.625000 Penalty: 3048.910645
	Iteration 10Q: 3 clusters Score -1076559 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1076685.250000 Penalty: 3048.910645
	Iteration 11Q: 3 clusters Score -1076685 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1076781.000000 Penalty: 3048.910645
	Iteration 12Q: 3 clusters Score -1076781 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1076838.875000 Penalty: 3048.910645
	Iteration 13Q: 3 clusters Score -1076839 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1076887.875000 Penalty: 3048.910645
	Iteration 14Q: 3 clusters Score -1076888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1076919.000000 Penalty: 3048.910645
	Iteration 15Q: 3 clusters Score -1076919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1076937.875000 Penalty: 3048.910645
	Iteration 16Q: 3 clusters Score -1076938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1076962.875000 Penalty: 3048.910645
	Iteration 17Q: 3 clusters Score -1076963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1076983.500000 Penalty: 3048.910645
	Iteration 18Q: 3 clusters Score -1076984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1077004.250000 Penalty: 3048.910645
	Iteration 19Q: 3 clusters Score -1077004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1077030.125000 Penalty: 3048.910645
	Iteration 20F: 3 clusters Score -1077030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1077056.625000 Penalty: 3048.910645
	Iteration 21Q: 3 clusters Score -1077057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1077077.375000 Penalty: 3048.910645
	Iteration 22Q: 3 clusters Score -1077077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1077101.125000 Penalty: 3048.910645
	Iteration 23Q: 3 clusters Score -1077101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1077131.125000 Penalty: 3048.910645
	Iteration 24Q: 3 clusters Score -1077131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1077147.000000 Penalty: 3048.910645
	Iteration 25Q: 3 clusters Score -1077147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1077159.500000 Penalty: 3048.910645
	Iteration 26Q: 3 clusters Score -1077160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1077176.250000 Penalty: 3048.910645
	Iteration 27Q: 3 clusters Score -1077176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1077191.625000 Penalty: 3048.910645
	Iteration 28Q: 3 clusters Score -1077192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1077211.625000 Penalty: 3048.910645
	Iteration 29Q: 3 clusters Score -1077212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1077236.125000 Penalty: 3048.910645
	Iteration 30Q: 3 clusters Score -1077236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1077261.125000 Penalty: 3048.910645
	Iteration 31Q: 3 clusters Score -1077261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1077285.750000 Penalty: 3048.910645
	Iteration 32Q: 3 clusters Score -1077286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1077299.375000 Penalty: 3048.910645
	Iteration 33Q: 3 clusters Score -1077299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1077316.125000 Penalty: 3048.910645
	Iteration 34Q: 3 clusters Score -1077316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1077331.125000 Penalty: 3048.910645
	Iteration 35Q: 3 clusters Score -1077331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1077347.000000 Penalty: 3048.910645
	Iteration 36Q: 3 clusters Score -1077347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1077356.875000 Penalty: 3048.910645
	Iteration 37Q: 3 clusters Score -1077357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1077373.625000 Penalty: 3048.910645
	Iteration 38Q: 3 clusters Score -1077374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1077387.750000 Penalty: 3048.910645
	Iteration 39Q: 3 clusters Score -1077388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1077400.500000 Penalty: 3048.910645
	Iteration 40F: 3 clusters Score -1077400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1077409.375000 Penalty: 3048.910645
	Iteration 41Q: 3 clusters Score -1077409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1077412.500000 Penalty: 3048.910645
	Iteration 42Q: 3 clusters Score -1077412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1077416.000000 Penalty: 3048.910645
	Iteration 43Q: 3 clusters Score -1077416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1077421.625000 Penalty: 3048.910645
	Iteration 44Q: 3 clusters Score -1077422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1077424.750000 Penalty: 3048.910645
	Iteration 45Q: 3 clusters Score -1077425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1077425.000000 Penalty: 3048.910645
	Iteration 46Q: 3 clusters Score -1077425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1077426.500000 Penalty: 3048.910645
	Iteration 47Q: 3 clusters Score -1077426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1077429.375000 Penalty: 3048.910645
	Iteration 48Q: 3 clusters Score -1077429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1077429.625000 Penalty: 3048.910645
	Iteration 49Q: 3 clusters Score -1077430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1077431.000000 Penalty: 3048.910645
	Iteration 50Q: 3 clusters Score -1077431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1077433.625000 Penalty: 3048.910645
	Iteration 51Q: 3 clusters Score -1077434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1077433.625000 Penalty: 3048.910645
	Iteration 52Q: 3 clusters Score -1077434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1077433.500000 Penalty: 3048.910645
	Iteration 53Q: 3 clusters Score -1077434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1077435.000000 Penalty: 3048.910645
	Iteration 54Q: 3 clusters Score -1077435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1077436.625000 Penalty: 3048.910645
	Iteration 55Q: 3 clusters Score -1077437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1077436.750000 Penalty: 3048.910645
	Iteration 56Q: 3 clusters Score -1077437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1077436.250000 Penalty: 3048.910645
	Iteration 57Q: 3 clusters Score -1077436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1077434.875000 Penalty: 3048.910645
	Iteration 58Q: 3 clusters Score -1077435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1077438.000000 Penalty: 3048.910645
	Iteration 59Q: 3 clusters Score -1077438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1077438.000000 Penalty: 3048.910645
	Iteration 60F: 3 clusters Score -1077438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1077436.875000 Penalty: 3048.910645
	Iteration 61Q: 3 clusters Score -1077437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1077436.875000 Penalty: 3048.910645
	Iteration 62F: 3 clusters Score -1077437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Entering Unmasked Estep 
Score: -153855104.000000 Penalty: 64811.078125
Splitting cluster 8 changes total score from -153832368.000000 to -153855104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (193471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193471 members 
Entering Unmasked Estep 
Score: -20127768.000000 Penalty: 1978.093506
	Iteration 0F: 2 clusters Score -2.012777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96552 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -20006128.000000 Penalty: 3956.187012
	Iteration 0F: 3 clusters Score -2.000613e+07 nChanged 93715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -20061476.000000 Penalty: 3956.187012
	Iteration 1F: 3 clusters Score -2.006148e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -20062740.000000 Penalty: 3956.187012
	Iteration 2Q: 3 clusters Score -2.006274e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -20064746.000000 Penalty: 3956.187012
	Iteration 3Q: 3 clusters Score -2.006475e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 114697 members 
Entering Unmasked Estep 
Score: -20068118.000000 Penalty: 3956.187012
	Iteration 4Q: 3 clusters Score -2.006812e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -20073812.000000 Penalty: 3956.187012
	Iteration 5F: 3 clusters Score -2.007381e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 135914 members 
Entering Unmasked Estep 
Score: -20082884.000000 Penalty: 3956.187012
	Iteration 6F: 3 clusters Score -2.008288e+07 nChanged 14684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -20095506.000000 Penalty: 3956.187012
	Iteration 7F: 3 clusters Score -2.009551e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -20107984.000000 Penalty: 3956.187012
	Iteration 8F: 3 clusters Score -2.010798e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -20117528.000000 Penalty: 3956.187012
	Iteration 9F: 3 clusters Score -2.011753e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
Score: -20122722.000000 Penalty: 3956.187012
	Iteration 10Q: 3 clusters Score -2.012272e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 191311 members 
Entering Unmasked Estep 
Score: -20124990.000000 Penalty: 3956.187012
	Iteration 11Q: 3 clusters Score -2.012499e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 192749 members 
Entering Unmasked Estep 
Score: -20125632.000000 Penalty: 3956.187012
	Iteration 12Q: 3 clusters Score -2.012563e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -20125840.000000 Penalty: 3956.187012
	Iteration 13Q: 3 clusters Score -2.012584e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193236 members 
Entering Unmasked Estep 
Score: -20125944.000000 Penalty: 3956.187012
	Iteration 14Q: 3 clusters Score -2.012594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 193283 members 
Entering Unmasked Estep 
Score: -20125990.000000 Penalty: 3956.187012
	Iteration 15Q: 3 clusters Score -2.012599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193298 members 
Entering Unmasked Estep 
Score: -20126010.000000 Penalty: 3956.187012
	Iteration 16Q: 3 clusters Score -2.012601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 193304 members 
Entering Unmasked Estep 
Score: -20126026.000000 Penalty: 3956.187012
	Iteration 17Q: 3 clusters Score -2.012603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -20126026.000000 Penalty: 3956.187012
	Iteration 18Q: 3 clusters Score -2.012603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193302 members 
Entering Unmasked Estep 
Score: -20126032.000000 Penalty: 3956.187012
	Iteration 19Q: 3 clusters Score -2.012603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193302 members 
Entering Unmasked Estep 
Score: -20126032.000000 Penalty: 3956.187012
	Iteration 20F: 3 clusters Score -2.012603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Entering Unmasked Estep 
Score: -1909463.250000 Penalty: 1603.569336
	Iteration 0F: 2 clusters Score -1909463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1896219.000000 Penalty: 3207.138672
	Iteration 0F: 3 clusters Score -1896219 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1901597.750000 Penalty: 3207.138672
	Iteration 1F: 3 clusters Score -1901598 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1903589.125000 Penalty: 3207.138672
	Iteration 2F: 3 clusters Score -1903589 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1906643.625000 Penalty: 3207.138672
	Iteration 3F: 3 clusters Score -1906644 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1909146.750000 Penalty: 3207.138672
	Iteration 4F: 3 clusters Score -1909147 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1910541.000000 Penalty: 3207.138672
	Iteration 5F: 3 clusters Score -1910541 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1911170.750000 Penalty: 3207.138672
	Iteration 6F: 3 clusters Score -1911171 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1911536.000000 Penalty: 3207.138672
	Iteration 7Q: 3 clusters Score -1911536 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1911729.375000 Penalty: 3207.138672
	Iteration 8Q: 3 clusters Score -1911729 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1911855.375000 Penalty: 3207.138672
	Iteration 9Q: 3 clusters Score -1911855 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1911931.375000 Penalty: 3207.138672
	Iteration 10Q: 3 clusters Score -1911931 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1911968.125000 Penalty: 3207.138672
	Iteration 11Q: 3 clusters Score -1911968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1912008.375000 Penalty: 3207.138672
	Iteration 12Q: 3 clusters Score -1912008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1912021.750000 Penalty: 3207.138672
	Iteration 13Q: 3 clusters Score -1912022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1912038.250000 Penalty: 3207.138672
	Iteration 14Q: 3 clusters Score -1912038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1912050.500000 Penalty: 3207.138672
	Iteration 15Q: 3 clusters Score -1912050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1912062.625000 Penalty: 3207.138672
	Iteration 16Q: 3 clusters Score -1912063 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1912076.125000 Penalty: 3207.138672
	Iteration 17Q: 3 clusters Score -1912076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1912075.125000 Penalty: 3207.138672
	Iteration 18Q: 3 clusters Score -1912075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1912093.375000 Penalty: 3207.138672
	Iteration 19Q: 3 clusters Score -1912093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1912097.625000 Penalty: 3207.138672
	Iteration 20F: 3 clusters Score -1912098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1912104.250000 Penalty: 3207.138672
	Iteration 21Q: 3 clusters Score -1912104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1912104.250000 Penalty: 3207.138672
	Iteration 22Q: 3 clusters Score -1912104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1912108.750000 Penalty: 3207.138672
	Iteration 23Q: 3 clusters Score -1912109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1912112.125000 Penalty: 3207.138672
	Iteration 24Q: 3 clusters Score -1912112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1912117.500000 Penalty: 3207.138672
	Iteration 25Q: 3 clusters Score -1912118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1912124.125000 Penalty: 3207.138672
	Iteration 26Q: 3 clusters Score -1912124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1912124.750000 Penalty: 3207.138672
	Iteration 27Q: 3 clusters Score -1912125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1912129.125000 Penalty: 3207.138672
	Iteration 28Q: 3 clusters Score -1912129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1912134.125000 Penalty: 3207.138672
	Iteration 29Q: 3 clusters Score -1912134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1912141.500000 Penalty: 3207.138672
	Iteration 30Q: 3 clusters Score -1912142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1912143.750000 Penalty: 3207.138672
	Iteration 31Q: 3 clusters Score -1912144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1912152.875000 Penalty: 3207.138672
	Iteration 32Q: 3 clusters Score -1912153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1912162.250000 Penalty: 3207.138672
	Iteration 33Q: 3 clusters Score -1912162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1912168.125000 Penalty: 3207.138672
	Iteration 34Q: 3 clusters Score -1912168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1912163.875000 Penalty: 3207.138672
	Iteration 35Q: 3 clusters Score -1912164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1912166.750000 Penalty: 3207.138672
	Iteration 36Q: 3 clusters Score -1912167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1912173.875000 Penalty: 3207.138672
	Iteration 37Q: 3 clusters Score -1912174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1912181.625000 Penalty: 3207.138672
	Iteration 38Q: 3 clusters Score -1912182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1912181.375000 Penalty: 3207.138672
	Iteration 39Q: 3 clusters Score -1912181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1912186.375000 Penalty: 3207.138672
	Iteration 40F: 3 clusters Score -1912186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1912191.375000 Penalty: 3207.138672
	Iteration 41Q: 3 clusters Score -1912191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1912204.250000 Penalty: 3207.138672
	Iteration 42Q: 3 clusters Score -1912204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1912203.625000 Penalty: 3207.138672
	Iteration 43Q: 3 clusters Score -1912204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1912213.375000 Penalty: 3207.138672
	Iteration 44Q: 3 clusters Score -1912213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1912207.000000 Penalty: 3207.138672
	Iteration 45Q: 3 clusters Score -1912207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1912211.375000 Penalty: 3207.138672
	Iteration 46Q: 3 clusters Score -1912211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1912216.375000 Penalty: 3207.138672
	Iteration 47Q: 3 clusters Score -1912216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1912218.125000 Penalty: 3207.138672
	Iteration 48Q: 3 clusters Score -1912218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1912220.875000 Penalty: 3207.138672
	Iteration 49Q: 3 clusters Score -1912221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1912225.000000 Penalty: 3207.138672
	Iteration 50Q: 3 clusters Score -1912225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1912227.125000 Penalty: 3207.138672
	Iteration 51Q: 3 clusters Score -1912227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1912226.875000 Penalty: 3207.138672
	Iteration 52Q: 3 clusters Score -1912227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1912228.125000 Penalty: 3207.138672
	Iteration 53Q: 3 clusters Score -1912228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1912230.875000 Penalty: 3207.138672
	Iteration 54Q: 3 clusters Score -1912231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1912228.625000 Penalty: 3207.138672
	Iteration 55Q: 3 clusters Score -1912229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1912233.000000 Penalty: 3207.138672
	Iteration 56Q: 3 clusters Score -1912233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1912231.750000 Penalty: 3207.138672
	Iteration 57Q: 3 clusters Score -1912232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1912232.875000 Penalty: 3207.138672
	Iteration 58Q: 3 clusters Score -1912233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1912231.000000 Penalty: 3207.138672
	Iteration 59Q: 3 clusters Score -1912231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1912231.250000 Penalty: 3207.138672
	Iteration 60F: 3 clusters Score -1912231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 53138 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Entering Unmasked Estep 
Score: -153856736.000000 Penalty: 67125.757812
Splitting cluster 10 changes total score from -153832368.000000 to -153856736.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (53138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Entering Unmasked Estep 
Score: -5455571.500000 Penalty: 1768.105225
	Iteration 0F: 2 clusters Score -5455572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5419813.500000 Penalty: 3536.210449
	Iteration 0F: 3 clusters Score -5419814 nChanged 25293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -5435096.000000 Penalty: 3536.210449
	Iteration 1F: 3 clusters Score -5435096 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5437017.500000 Penalty: 3536.210449
	Iteration 2F: 3 clusters Score -5437018 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -5440043.500000 Penalty: 3536.210449
	Iteration 3F: 3 clusters Score -5440044 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5443699.000000 Penalty: 3536.210449
	Iteration 4F: 3 clusters Score -5443699 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5447506.500000 Penalty: 3536.210449
	Iteration 5F: 3 clusters Score -5447506 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5451311.500000 Penalty: 3536.210449
	Iteration 6F: 3 clusters Score -5451312 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5454909.500000 Penalty: 3536.210449
	Iteration 7F: 3 clusters Score -5454910 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5457892.000000 Penalty: 3536.210449
	Iteration 8F: 3 clusters Score -5457892 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -5459611.500000 Penalty: 3536.210449
	Iteration 9Q: 3 clusters Score -5459612 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -5460369.500000 Penalty: 3536.210449
	Iteration 10Q: 3 clusters Score -5460370 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -5460745.500000 Penalty: 3536.210449
	Iteration 11Q: 3 clusters Score -5460746 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5460920.500000 Penalty: 3536.210449
	Iteration 12Q: 3 clusters Score -5460920 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5461070.500000 Penalty: 3536.210449
	Iteration 13Q: 3 clusters Score -5461070 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -5461255.500000 Penalty: 3536.210449
	Iteration 14Q: 3 clusters Score -5461256 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -5461436.500000 Penalty: 3536.210449
	Iteration 15Q: 3 clusters Score -5461436 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -5461673.000000 Penalty: 3536.210449
	Iteration 16Q: 3 clusters Score -5461673 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -5461937.000000 Penalty: 3536.210449
	Iteration 17Q: 3 clusters Score -5461937 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5462252.500000 Penalty: 3536.210449
	Iteration 18Q: 3 clusters Score -5462252 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -5462499.500000 Penalty: 3536.210449
	Iteration 19Q: 3 clusters Score -5462500 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5462718.500000 Penalty: 3536.210449
	Iteration 20F: 3 clusters Score -5462718 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5462881.000000 Penalty: 3536.210449
	Iteration 21Q: 3 clusters Score -5462881 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5462977.500000 Penalty: 3536.210449
	Iteration 22Q: 3 clusters Score -5462978 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5463035.500000 Penalty: 3536.210449
	Iteration 23Q: 3 clusters Score -5463036 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5463091.000000 Penalty: 3536.210449
	Iteration 24Q: 3 clusters Score -5463091 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -5463134.500000 Penalty: 3536.210449
	Iteration 25Q: 3 clusters Score -5463134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -5463176.500000 Penalty: 3536.210449
	Iteration 26Q: 3 clusters Score -5463176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5463165.000000 Penalty: 3536.210449
	Iteration 27Q: 3 clusters Score -5463165 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5463177.000000 Penalty: 3536.210449
	Iteration 28Q: 3 clusters Score -5463177 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5463180.500000 Penalty: 3536.210449
	Iteration 29Q: 3 clusters Score -5463180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5463195.000000 Penalty: 3536.210449
	Iteration 30Q: 3 clusters Score -5463195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5463186.000000 Penalty: 3536.210449
	Iteration 31Q: 3 clusters Score -5463186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5463191.000000 Penalty: 3536.210449
	Iteration 32Q: 3 clusters Score -5463191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5463203.000000 Penalty: 3536.210449
	Iteration 33Q: 3 clusters Score -5463203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5463208.500000 Penalty: 3536.210449
	Iteration 34Q: 3 clusters Score -5463208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5463207.000000 Penalty: 3536.210449
	Iteration 35Q: 3 clusters Score -5463207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5463222.000000 Penalty: 3536.210449
	Iteration 36Q: 3 clusters Score -5463222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5463230.000000 Penalty: 3536.210449
	Iteration 37Q: 3 clusters Score -5463230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5463216.000000 Penalty: 3536.210449
	Iteration 38Q: 3 clusters Score -5463216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5463216.500000 Penalty: 3536.210449
	Iteration 39Q: 3 clusters Score -5463216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -5463212.500000 Penalty: 3536.210449
	Iteration 40F: 3 clusters Score -5463212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5463212.500000 Penalty: 3536.210449
	Iteration 41Q: 3 clusters Score -5463212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -5463212.500000 Penalty: 3536.210449
	Iteration 42Q: 3 clusters Score -5463212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -5463212.500000 Penalty: 3536.210449
	Iteration 43Q: 3 clusters Score -5463212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5463203.000000 Penalty: 3536.210449
	Iteration 44Q: 3 clusters Score -5463203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5463199.000000 Penalty: 3536.210449
	Iteration 45Q: 3 clusters Score -5463199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5463201.000000 Penalty: 3536.210449
	Iteration 46Q: 3 clusters Score -5463201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5463202.500000 Penalty: 3536.210449
	Iteration 47Q: 3 clusters Score -5463202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5463203.000000 Penalty: 3536.210449
	Iteration 48Q: 3 clusters Score -5463203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5463200.000000 Penalty: 3536.210449
	Iteration 49Q: 3 clusters Score -5463200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5463201.500000 Penalty: 3536.210449
	Iteration 50Q: 3 clusters Score -5463202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5463204.500000 Penalty: 3536.210449
	Iteration 51Q: 3 clusters Score -5463204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5463208.000000 Penalty: 3536.210449
	Iteration 52Q: 3 clusters Score -5463208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5463203.500000 Penalty: 3536.210449
	Iteration 53Q: 3 clusters Score -5463204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5463203.500000 Penalty: 3536.210449
	Iteration 54F: 3 clusters Score -5463204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Entering Unmasked Estep 
Score: -153865760.000000 Penalty: 69440.437500
Splitting cluster 11 changes total score from -153832368.000000 to -153865760.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (79192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Entering Unmasked Estep 
Score: -8281349.000000 Penalty: 1832.939941
	Iteration 0F: 2 clusters Score -8281349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8228306.000000 Penalty: 3665.879883
	Iteration 0F: 3 clusters Score -8228306 nChanged 37739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8250318.500000 Penalty: 3665.879883
	Iteration 1F: 3 clusters Score -8250318 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8251241.000000 Penalty: 3665.879883
	Iteration 2Q: 3 clusters Score -8251241 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -8252323.500000 Penalty: 3665.879883
	Iteration 3Q: 3 clusters Score -8252324 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -8253757.500000 Penalty: 3665.879883
	Iteration 4Q: 3 clusters Score -8253758 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -8255873.000000 Penalty: 3665.879883
	Iteration 5F: 3 clusters Score -8255873 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -8258682.500000 Penalty: 3665.879883
	Iteration 6F: 3 clusters Score -8258682 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -8261836.500000 Penalty: 3665.879883
	Iteration 7F: 3 clusters Score -8261836 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -8265065.000000 Penalty: 3665.879883
	Iteration 8F: 3 clusters Score -8265065 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -8267873.500000 Penalty: 3665.879883
	Iteration 9F: 3 clusters Score -8267874 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8269950.500000 Penalty: 3665.879883
	Iteration 10Q: 3 clusters Score -8269950 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -8271424.000000 Penalty: 3665.879883
	Iteration 11Q: 3 clusters Score -8271424 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8272442.000000 Penalty: 3665.879883
	Iteration 12Q: 3 clusters Score -8272442 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -8273326.000000 Penalty: 3665.879883
	Iteration 13Q: 3 clusters Score -8273326 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -8274171.000000 Penalty: 3665.879883
	Iteration 14Q: 3 clusters Score -8274171 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -8274941.000000 Penalty: 3665.879883
	Iteration 15Q: 3 clusters Score -8274941 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -8275729.000000 Penalty: 3665.879883
	Iteration 16Q: 3 clusters Score -8275729 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -8276442.500000 Penalty: 3665.879883
	Iteration 17Q: 3 clusters Score -8276442 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -8277072.000000 Penalty: 3665.879883
	Iteration 18Q: 3 clusters Score -8277072 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -8277627.000000 Penalty: 3665.879883
	Iteration 19Q: 3 clusters Score -8277627 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -8278184.500000 Penalty: 3665.879883
	Iteration 20F: 3 clusters Score -8278184 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -8278620.000000 Penalty: 3665.879883
	Iteration 21Q: 3 clusters Score -8278620 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -8278947.500000 Penalty: 3665.879883
	Iteration 22Q: 3 clusters Score -8278948 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73642 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -8279196.500000 Penalty: 3665.879883
	Iteration 23Q: 3 clusters Score -8279196 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8279412.500000 Penalty: 3665.879883
	Iteration 24Q: 3 clusters Score -8279412 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8279602.500000 Penalty: 3665.879883
	Iteration 25Q: 3 clusters Score -8279602 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -8279769.000000 Penalty: 3665.879883
	Iteration 26Q: 3 clusters Score -8279769 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8279859.500000 Penalty: 3665.879883
	Iteration 27Q: 3 clusters Score -8279860 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8279934.000000 Penalty: 3665.879883
	Iteration 28Q: 3 clusters Score -8279934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8280035.000000 Penalty: 3665.879883
	Iteration 29Q: 3 clusters Score -8280035 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8280071.000000 Penalty: 3665.879883
	Iteration 30Q: 3 clusters Score -8280071 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8280093.500000 Penalty: 3665.879883
	Iteration 31Q: 3 clusters Score -8280094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8280123.000000 Penalty: 3665.879883
	Iteration 32Q: 3 clusters Score -8280123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8280172.000000 Penalty: 3665.879883
	Iteration 33Q: 3 clusters Score -8280172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8280197.000000 Penalty: 3665.879883
	Iteration 34Q: 3 clusters Score -8280197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8280186.500000 Penalty: 3665.879883
	Iteration 35Q: 3 clusters Score -8280186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8280225.500000 Penalty: 3665.879883
	Iteration 36Q: 3 clusters Score -8280226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8280243.000000 Penalty: 3665.879883
	Iteration 37Q: 3 clusters Score -8280243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8280244.000000 Penalty: 3665.879883
	Iteration 38Q: 3 clusters Score -8280244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8280263.000000 Penalty: 3665.879883
	Iteration 39Q: 3 clusters Score -8280263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8280269.500000 Penalty: 3665.879883
	Iteration 40F: 3 clusters Score -8280270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8280266.000000 Penalty: 3665.879883
	Iteration 41Q: 3 clusters Score -8280266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8280277.500000 Penalty: 3665.879883
	Iteration 42Q: 3 clusters Score -8280278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8280285.000000 Penalty: 3665.879883
	Iteration 43Q: 3 clusters Score -8280285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8280295.000000 Penalty: 3665.879883
	Iteration 44Q: 3 clusters Score -8280295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8280298.000000 Penalty: 3665.879883
	Iteration 45Q: 3 clusters Score -8280298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8280294.000000 Penalty: 3665.879883
	Iteration 46Q: 3 clusters Score -8280294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8280287.500000 Penalty: 3665.879883
	Iteration 47Q: 3 clusters Score -8280288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8280293.500000 Penalty: 3665.879883
	Iteration 48Q: 3 clusters Score -8280294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8280301.500000 Penalty: 3665.879883
	Iteration 49Q: 3 clusters Score -8280302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8280294.500000 Penalty: 3665.879883
	Iteration 50Q: 3 clusters Score -8280294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8280285.500000 Penalty: 3665.879883
	Iteration 51Q: 3 clusters Score -8280286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8280281.500000 Penalty: 3665.879883
	Iteration 52Q: 3 clusters Score -8280282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8280284.000000 Penalty: 3665.879883
	Iteration 53Q: 3 clusters Score -8280284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8280288.000000 Penalty: 3665.879883
	Iteration 54Q: 3 clusters Score -8280288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8280286.000000 Penalty: 3665.879883
	Iteration 55Q: 3 clusters Score -8280286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8280286.500000 Penalty: 3665.879883
	Iteration 56Q: 3 clusters Score -8280286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8280292.000000 Penalty: 3665.879883
	Iteration 57Q: 3 clusters Score -8280292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8280288.000000 Penalty: 3665.879883
	Iteration 58Q: 3 clusters Score -8280288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8280288.000000 Penalty: 3665.879883
	Iteration 59F: 3 clusters Score -8280288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Entering Unmasked Estep 
Score: -1811814.875000 Penalty: 1605.235962
	Iteration 0F: 2 clusters Score -1811815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1798579.875000 Penalty: 3210.471924
	Iteration 0F: 3 clusters Score -1798580 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1805537.875000 Penalty: 3210.471924
	Iteration 1F: 3 clusters Score -1805538 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1808779.500000 Penalty: 3210.471924
	Iteration 2F: 3 clusters Score -1808780 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1811892.750000 Penalty: 3210.471924
	Iteration 3F: 3 clusters Score -1811893 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1813802.375000 Penalty: 3210.471924
	Iteration 4F: 3 clusters Score -1813802 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1814768.375000 Penalty: 3210.471924
	Iteration 5F: 3 clusters Score -1814768 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1815246.250000 Penalty: 3210.471924
	Iteration 6Q: 3 clusters Score -1815246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1815494.250000 Penalty: 3210.471924
	Iteration 7Q: 3 clusters Score -1815494 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1815632.375000 Penalty: 3210.471924
	Iteration 8Q: 3 clusters Score -1815632 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1815734.625000 Penalty: 3210.471924
	Iteration 9Q: 3 clusters Score -1815735 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1815801.375000 Penalty: 3210.471924
	Iteration 10Q: 3 clusters Score -1815801 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1815861.000000 Penalty: 3210.471924
	Iteration 11Q: 3 clusters Score -1815861 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1815906.250000 Penalty: 3210.471924
	Iteration 12Q: 3 clusters Score -1815906 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1815956.375000 Penalty: 3210.471924
	Iteration 13Q: 3 clusters Score -1815956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1816010.375000 Penalty: 3210.471924
	Iteration 14Q: 3 clusters Score -1816010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1816064.000000 Penalty: 3210.471924
	Iteration 15Q: 3 clusters Score -1816064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1816090.625000 Penalty: 3210.471924
	Iteration 16Q: 3 clusters Score -1816091 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1816117.875000 Penalty: 3210.471924
	Iteration 17Q: 3 clusters Score -1816118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1816163.875000 Penalty: 3210.471924
	Iteration 18Q: 3 clusters Score -1816164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1816199.500000 Penalty: 3210.471924
	Iteration 19Q: 3 clusters Score -1816200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1816251.625000 Penalty: 3210.471924
	Iteration 20F: 3 clusters Score -1816252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1816303.125000 Penalty: 3210.471924
	Iteration 21Q: 3 clusters Score -1816303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1816350.500000 Penalty: 3210.471924
	Iteration 22Q: 3 clusters Score -1816350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1816388.250000 Penalty: 3210.471924
	Iteration 23Q: 3 clusters Score -1816388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1816421.125000 Penalty: 3210.471924
	Iteration 24Q: 3 clusters Score -1816421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1816451.250000 Penalty: 3210.471924
	Iteration 25Q: 3 clusters Score -1816451 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1816478.750000 Penalty: 3210.471924
	Iteration 26Q: 3 clusters Score -1816479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1816505.250000 Penalty: 3210.471924
	Iteration 27Q: 3 clusters Score -1816505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1816532.375000 Penalty: 3210.471924
	Iteration 28Q: 3 clusters Score -1816532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1816544.250000 Penalty: 3210.471924
	Iteration 29Q: 3 clusters Score -1816544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1816561.000000 Penalty: 3210.471924
	Iteration 30Q: 3 clusters Score -1816561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1816565.625000 Penalty: 3210.471924
	Iteration 31Q: 3 clusters Score -1816566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1816566.375000 Penalty: 3210.471924
	Iteration 32Q: 3 clusters Score -1816566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1816574.875000 Penalty: 3210.471924
	Iteration 33Q: 3 clusters Score -1816575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1816588.375000 Penalty: 3210.471924
	Iteration 34Q: 3 clusters Score -1816588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1816588.625000 Penalty: 3210.471924
	Iteration 35Q: 3 clusters Score -1816589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1816594.375000 Penalty: 3210.471924
	Iteration 36Q: 3 clusters Score -1816594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1816598.375000 Penalty: 3210.471924
	Iteration 37Q: 3 clusters Score -1816598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1816600.125000 Penalty: 3210.471924
	Iteration 38Q: 3 clusters Score -1816600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1816599.500000 Penalty: 3210.471924
	Iteration 39Q: 3 clusters Score -1816600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1816626.750000 Penalty: 3210.471924
	Iteration 40F: 3 clusters Score -1816627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1816647.000000 Penalty: 3210.471924
	Iteration 41Q: 3 clusters Score -1816647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1816664.625000 Penalty: 3210.471924
	Iteration 42Q: 3 clusters Score -1816665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1816673.500000 Penalty: 3210.471924
	Iteration 43Q: 3 clusters Score -1816674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1816677.875000 Penalty: 3210.471924
	Iteration 44Q: 3 clusters Score -1816678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1816688.250000 Penalty: 3210.471924
	Iteration 45Q: 3 clusters Score -1816688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1816688.250000 Penalty: 3210.471924
	Iteration 46Q: 3 clusters Score -1816688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1816690.750000 Penalty: 3210.471924
	Iteration 47Q: 3 clusters Score -1816691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1816696.250000 Penalty: 3210.471924
	Iteration 48Q: 3 clusters Score -1816696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1816700.125000 Penalty: 3210.471924
	Iteration 49Q: 3 clusters Score -1816700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1816701.500000 Penalty: 3210.471924
	Iteration 50Q: 3 clusters Score -1816702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1816705.875000 Penalty: 3210.471924
	Iteration 51Q: 3 clusters Score -1816706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1816704.500000 Penalty: 3210.471924
	Iteration 52Q: 3 clusters Score -1816704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1816704.625000 Penalty: 3210.471924
	Iteration 53Q: 3 clusters Score -1816705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1816708.000000 Penalty: 3210.471924
	Iteration 54Q: 3 clusters Score -1816708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1816704.375000 Penalty: 3210.471924
	Iteration 55Q: 3 clusters Score -1816704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1816705.000000 Penalty: 3210.471924
	Iteration 56Q: 3 clusters Score -1816705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1816705.000000 Penalty: 3210.471924
	Iteration 57F: 3 clusters Score -1816705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Mstep: Class 31 contains 15169 members 
Entering Unmasked Estep 
Score: -153870576.000000 Penalty: 71755.125000
Splitting cluster 13 changes total score from -153832368.000000 to -153870576.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (29312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Entering Unmasked Estep 
Score: -2874522.750000 Penalty: 1671.434692
	Iteration 0F: 2 clusters Score -2874523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2854921.500000 Penalty: 3342.869385
	Iteration 0F: 3 clusters Score -2854922 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2864767.250000 Penalty: 3342.869385
	Iteration 1F: 3 clusters Score -2864767 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2870822.000000 Penalty: 3342.869385
	Iteration 2F: 3 clusters Score -2870822 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2879975.750000 Penalty: 3342.869385
	Iteration 3F: 3 clusters Score -2879976 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2885339.250000 Penalty: 3342.869385
	Iteration 4F: 3 clusters Score -2885339 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2886865.750000 Penalty: 3342.869385
	Iteration 5F: 3 clusters Score -2886866 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2887400.750000 Penalty: 3342.869385
	Iteration 6Q: 3 clusters Score -2887401 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2887580.250000 Penalty: 3342.869385
	Iteration 7Q: 3 clusters Score -2887580 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2887657.750000 Penalty: 3342.869385
	Iteration 8Q: 3 clusters Score -2887658 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2887675.500000 Penalty: 3342.869385
	Iteration 9Q: 3 clusters Score -2887676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2887691.250000 Penalty: 3342.869385
	Iteration 10Q: 3 clusters Score -2887691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2887708.000000 Penalty: 3342.869385
	Iteration 11Q: 3 clusters Score -2887708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2887718.500000 Penalty: 3342.869385
	Iteration 12Q: 3 clusters Score -2887718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2887724.250000 Penalty: 3342.869385
	Iteration 13Q: 3 clusters Score -2887724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2887721.000000 Penalty: 3342.869385
	Iteration 14Q: 3 clusters Score -2887721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2887723.750000 Penalty: 3342.869385
	Iteration 15Q: 3 clusters Score -2887724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2887729.750000 Penalty: 3342.869385
	Iteration 16Q: 3 clusters Score -2887730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2887738.500000 Penalty: 3342.869385
	Iteration 17Q: 3 clusters Score -2887738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2887738.500000 Penalty: 3342.869385
	Iteration 18Q: 3 clusters Score -2887738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2887740.500000 Penalty: 3342.869385
	Iteration 19Q: 3 clusters Score -2887740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2887744.250000 Penalty: 3342.869385
	Iteration 20F: 3 clusters Score -2887744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2887737.000000 Penalty: 3342.869385
	Iteration 21Q: 3 clusters Score -2887737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2887740.750000 Penalty: 3342.869385
	Iteration 22Q: 3 clusters Score -2887741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2887741.000000 Penalty: 3342.869385
	Iteration 23Q: 3 clusters Score -2887741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2887738.000000 Penalty: 3342.869385
	Iteration 24Q: 3 clusters Score -2887738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2887741.000000 Penalty: 3342.869385
	Iteration 25Q: 3 clusters Score -2887741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2887741.000000 Penalty: 3342.869385
	Iteration 26F: 3 clusters Score -2887741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Mstep: Class 31 contains 15169 members 
Mstep: Class 32 contains 21137 members 
Entering Unmasked Estep 
Score: -153880544.000000 Penalty: 74069.804688
Splitting cluster 14 changes total score from -153832368.000000 to -153880544.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (189354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Entering Unmasked Estep 
Score: -19859258.000000 Penalty: 1974.598267
	Iteration 0F: 2 clusters Score -1.985926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -19759890.000000 Penalty: 3949.196533
	Iteration 0F: 3 clusters Score -1.975989e+07 nChanged 91855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -19815526.000000 Penalty: 3949.196533
	Iteration 1F: 3 clusters Score -1.981553e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -19817792.000000 Penalty: 3949.196533
	Iteration 2Q: 3 clusters Score -1.981779e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -19820714.000000 Penalty: 3949.196533
	Iteration 3Q: 3 clusters Score -1.982071e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -19825376.000000 Penalty: 3949.196533
	Iteration 4F: 3 clusters Score -1.982538e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -19831050.000000 Penalty: 3949.196533
	Iteration 5F: 3 clusters Score -1.983105e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -19837480.000000 Penalty: 3949.196533
	Iteration 6F: 3 clusters Score -1.983748e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -19844002.000000 Penalty: 3949.196533
	Iteration 7F: 3 clusters Score -1.9844e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -19850652.000000 Penalty: 3949.196533
	Iteration 8F: 3 clusters Score -1.985065e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140599 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -19857150.000000 Penalty: 3949.196533
	Iteration 9Q: 3 clusters Score -1.985715e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145805 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -19861828.000000 Penalty: 3949.196533
	Iteration 10Q: 3 clusters Score -1.986183e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149701 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -19864360.000000 Penalty: 3949.196533
	Iteration 11Q: 3 clusters Score -1.986436e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -19865198.000000 Penalty: 3949.196533
	Iteration 12Q: 3 clusters Score -1.98652e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -19865376.000000 Penalty: 3949.196533
	Iteration 13Q: 3 clusters Score -1.986538e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -19865310.000000 Penalty: 3949.196533
	Iteration 14Q: 3 clusters Score -1.986531e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -19865360.000000 Penalty: 3949.196533
	Iteration 15Q: 3 clusters Score -1.986536e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -19864866.000000 Penalty: 3949.196533
	Iteration 16Q: 3 clusters Score -1.986487e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166029 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -19864212.000000 Penalty: 3949.196533
	Iteration 17Q: 3 clusters Score -1.986421e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -19863592.000000 Penalty: 3949.196533
	Iteration 18Q: 3 clusters Score -1.986359e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170454 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -19863002.000000 Penalty: 3949.196533
	Iteration 19Q: 3 clusters Score -1.9863e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -19862592.000000 Penalty: 3949.196533
	Iteration 20F: 3 clusters Score -1.986259e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -19862000.000000 Penalty: 3949.196533
	Iteration 21Q: 3 clusters Score -1.9862e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175412 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -19861552.000000 Penalty: 3949.196533
	Iteration 22Q: 3 clusters Score -1.986155e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -19861040.000000 Penalty: 3949.196533
	Iteration 23Q: 3 clusters Score -1.986104e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -19860658.000000 Penalty: 3949.196533
	Iteration 24Q: 3 clusters Score -1.986066e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -19860318.000000 Penalty: 3949.196533
	Iteration 25Q: 3 clusters Score -1.986032e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179820 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -19859992.000000 Penalty: 3949.196533
	Iteration 26Q: 3 clusters Score -1.985999e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -19859728.000000 Penalty: 3949.196533
	Iteration 27Q: 3 clusters Score -1.985973e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181392 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -19859652.000000 Penalty: 3949.196533
	Iteration 28Q: 3 clusters Score -1.985965e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -19859432.000000 Penalty: 3949.196533
	Iteration 29Q: 3 clusters Score -1.985943e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182684 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -19859324.000000 Penalty: 3949.196533
	Iteration 30Q: 3 clusters Score -1.985932e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183264 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -19859224.000000 Penalty: 3949.196533
	Iteration 31Q: 3 clusters Score -1.985922e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183771 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -19859034.000000 Penalty: 3949.196533
	Iteration 32Q: 3 clusters Score -1.985903e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184225 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -19858918.000000 Penalty: 3949.196533
	Iteration 33Q: 3 clusters Score -1.985892e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184663 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -19858826.000000 Penalty: 3949.196533
	Iteration 34Q: 3 clusters Score -1.985883e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185092 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -19858766.000000 Penalty: 3949.196533
	Iteration 35Q: 3 clusters Score -1.985877e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185489 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -19858812.000000 Penalty: 3949.196533
	Iteration 36Q: 3 clusters Score -1.985881e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185822 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -19858848.000000 Penalty: 3949.196533
	Iteration 37Q: 3 clusters Score -1.985885e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186126 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -19858706.000000 Penalty: 3949.196533
	Iteration 38Q: 3 clusters Score -1.985871e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186352 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -19858632.000000 Penalty: 3949.196533
	Iteration 39Q: 3 clusters Score -1.985863e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186556 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -19858632.000000 Penalty: 3949.196533
	Iteration 40F: 3 clusters Score -1.985863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186731 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19858602.000000 Penalty: 3949.196533
	Iteration 41Q: 3 clusters Score -1.98586e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186866 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -19858584.000000 Penalty: 3949.196533
	Iteration 42Q: 3 clusters Score -1.985858e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19858582.000000 Penalty: 3949.196533
	Iteration 43Q: 3 clusters Score -1.985858e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187096 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -19858506.000000 Penalty: 3949.196533
	Iteration 44Q: 3 clusters Score -1.985851e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187198 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -19858520.000000 Penalty: 3949.196533
	Iteration 45Q: 3 clusters Score -1.985852e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19858506.000000 Penalty: 3949.196533
	Iteration 46Q: 3 clusters Score -1.985851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187368 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -19858472.000000 Penalty: 3949.196533
	Iteration 47Q: 3 clusters Score -1.985847e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187428 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19858442.000000 Penalty: 3949.196533
	Iteration 48Q: 3 clusters Score -1.985844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19858408.000000 Penalty: 3949.196533
	Iteration 49Q: 3 clusters Score -1.985841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19858426.000000 Penalty: 3949.196533
	Iteration 50Q: 3 clusters Score -1.985843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187555 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19858416.000000 Penalty: 3949.196533
	Iteration 51Q: 3 clusters Score -1.985842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19858412.000000 Penalty: 3949.196533
	Iteration 52Q: 3 clusters Score -1.985841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187590 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19858402.000000 Penalty: 3949.196533
	Iteration 53Q: 3 clusters Score -1.98584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187604 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -19858400.000000 Penalty: 3949.196533
	Iteration 54Q: 3 clusters Score -1.98584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187619 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19858388.000000 Penalty: 3949.196533
	Iteration 55Q: 3 clusters Score -1.985839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19858386.000000 Penalty: 3949.196533
	Iteration 56Q: 3 clusters Score -1.985839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187653 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -19858400.000000 Penalty: 3949.196533
	Iteration 57Q: 3 clusters Score -1.98584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187673 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19858394.000000 Penalty: 3949.196533
	Iteration 58Q: 3 clusters Score -1.985839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187699 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19858370.000000 Penalty: 3949.196533
	Iteration 59Q: 3 clusters Score -1.985837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187717 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19858378.000000 Penalty: 3949.196533
	Iteration 60F: 3 clusters Score -1.985838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187739 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19858398.000000 Penalty: 3949.196533
	Iteration 61Q: 3 clusters Score -1.98584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -19858406.000000 Penalty: 3949.196533
	Iteration 62Q: 3 clusters Score -1.985841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19858420.000000 Penalty: 3949.196533
	Iteration 63Q: 3 clusters Score -1.985842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -19858420.000000 Penalty: 3949.196533
	Iteration 64Q: 3 clusters Score -1.985842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19858422.000000 Penalty: 3949.196533
	Iteration 65Q: 3 clusters Score -1.985842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187800 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -19858438.000000 Penalty: 3949.196533
	Iteration 66Q: 3 clusters Score -1.985844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187808 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -19858442.000000 Penalty: 3949.196533
	Iteration 67Q: 3 clusters Score -1.985844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187810 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -19858438.000000 Penalty: 3949.196533
	Iteration 68Q: 3 clusters Score -1.985844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187812 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19858440.000000 Penalty: 3949.196533
	Iteration 69Q: 3 clusters Score -1.985844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187813 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19858428.000000 Penalty: 3949.196533
	Iteration 70Q: 3 clusters Score -1.985843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187814 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19858424.000000 Penalty: 3949.196533
	Iteration 71Q: 3 clusters Score -1.985842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187816 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19858418.000000 Penalty: 3949.196533
	Iteration 72Q: 3 clusters Score -1.985842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187819 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19858420.000000 Penalty: 3949.196533
	Iteration 73Q: 3 clusters Score -1.985842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187820 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3949.196533
	Iteration 74Q: 3 clusters Score -1.985841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187822 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -19858408.000000 Penalty: 3949.196533
	Iteration 75Q: 3 clusters Score -1.985841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187824 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19858408.000000 Penalty: 3949.196533
	Iteration 76Q: 3 clusters Score -1.985841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187826 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -19858414.000000 Penalty: 3949.196533
	Iteration 77Q: 3 clusters Score -1.985841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187828 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19858402.000000 Penalty: 3949.196533
	Iteration 78Q: 3 clusters Score -1.98584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187831 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19858418.000000 Penalty: 3949.196533
	Iteration 79Q: 3 clusters Score -1.985842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187834 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -19858426.000000 Penalty: 3949.196533
	Iteration 80F: 3 clusters Score -1.985843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187839 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19858414.000000 Penalty: 3949.196533
	Iteration 81Q: 3 clusters Score -1.985841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187840 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19858416.000000 Penalty: 3949.196533
	Iteration 82Q: 3 clusters Score -1.985842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19858420.000000 Penalty: 3949.196533
	Iteration 83Q: 3 clusters Score -1.985842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3949.196533
	Iteration 84Q: 3 clusters Score -1.985841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187842 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3949.196533
	Iteration 85Q: 3 clusters Score -1.985841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187845 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19858420.000000 Penalty: 3949.196533
	Iteration 86Q: 3 clusters Score -1.985842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187852 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -19858410.000000 Penalty: 3949.196533
	Iteration 87Q: 3 clusters Score -1.985841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187851 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19858408.000000 Penalty: 3949.196533
	Iteration 88Q: 3 clusters Score -1.985841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187852 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -19858408.000000 Penalty: 3949.196533
	Iteration 89Q: 3 clusters Score -1.985841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187854 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19858424.000000 Penalty: 3949.196533
	Iteration 90Q: 3 clusters Score -1.985842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187854 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -19858424.000000 Penalty: 3949.196533
	Iteration 91F: 3 clusters Score -1.985842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -467473.531250 Penalty: 1398.583618
	Iteration 0F: 2 clusters Score -467473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -463319.093750 Penalty: 2797.167236
	Iteration 0F: 3 clusters Score -463319.1 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -465450.500000 Penalty: 2797.167236
	Iteration 1F: 3 clusters Score -465450.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -466748.562500 Penalty: 2797.167236
	Iteration 2F: 3 clusters Score -466748.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -467828.562500 Penalty: 2797.167236
	Iteration 3F: 3 clusters Score -467828.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -468715.625000 Penalty: 2797.167236
	Iteration 4F: 3 clusters Score -468715.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -469434.812500 Penalty: 2797.167236
	Iteration 5F: 3 clusters Score -469434.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -469873.250000 Penalty: 2797.167236
	Iteration 6F: 3 clusters Score -469873.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -470076.812500 Penalty: 2797.167236
	Iteration 7Q: 3 clusters Score -470076.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -470241.250000 Penalty: 2797.167236
	Iteration 8Q: 3 clusters Score -470241.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -470331.875000 Penalty: 2797.167236
	Iteration 9Q: 3 clusters Score -470331.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -470371.250000 Penalty: 2797.167236
	Iteration 10Q: 3 clusters Score -470371.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -470387.812500 Penalty: 2797.167236
	Iteration 11Q: 3 clusters Score -470387.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -470398.000000 Penalty: 2797.167236
	Iteration 12Q: 3 clusters Score -470398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -470400.312500 Penalty: 2797.167236
	Iteration 13Q: 3 clusters Score -470400.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -470406.062500 Penalty: 2797.167236
	Iteration 14Q: 3 clusters Score -470406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -470407.187500 Penalty: 2797.167236
	Iteration 15Q: 3 clusters Score -470407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -470410.781250 Penalty: 2797.167236
	Iteration 16Q: 3 clusters Score -470410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -470410.968750 Penalty: 2797.167236
	Iteration 17Q: 3 clusters Score -470411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -470411.687500 Penalty: 2797.167236
	Iteration 18Q: 3 clusters Score -470411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -470411.750000 Penalty: 2797.167236
	Iteration 19Q: 3 clusters Score -470411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -470411.937500 Penalty: 2797.167236
	Iteration 20F: 3 clusters Score -470411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -470412.187500 Penalty: 2797.167236
	Iteration 21Q: 3 clusters Score -470412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -470412.187500 Penalty: 2797.167236
	Iteration 22F: 3 clusters Score -470412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 69499 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Mstep: Class 31 contains 15169 members 
Mstep: Class 32 contains 21137 members 
Mstep: Class 33 contains 2522 members 
Entering Unmasked Estep 
Score: -153882416.000000 Penalty: 76384.484375
Splitting cluster 16 changes total score from -153832368.000000 to -153882416.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (69499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Entering Unmasked Estep 
Score: -7310525.000000 Penalty: 1811.723511
	Iteration 0F: 2 clusters Score -7310525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -7264217.000000 Penalty: 3623.447021
	Iteration 0F: 3 clusters Score -7264217 nChanged 32866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -7284405.500000 Penalty: 3623.447021
	Iteration 1F: 3 clusters Score -7284406 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -7288235.500000 Penalty: 3623.447021
	Iteration 2F: 3 clusters Score -7288236 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -7295676.500000 Penalty: 3623.447021
	Iteration 3F: 3 clusters Score -7295676 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -7303894.000000 Penalty: 3623.447021
	Iteration 4F: 3 clusters Score -7303894 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -7312275.000000 Penalty: 3623.447021
	Iteration 5F: 3 clusters Score -7312275 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -7318470.000000 Penalty: 3623.447021
	Iteration 6F: 3 clusters Score -7318470 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -7321649.500000 Penalty: 3623.447021
	Iteration 7F: 3 clusters Score -7321650 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -7323276.000000 Penalty: 3623.447021
	Iteration 8Q: 3 clusters Score -7323276 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -7324202.500000 Penalty: 3623.447021
	Iteration 9Q: 3 clusters Score -7324202 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -7324563.000000 Penalty: 3623.447021
	Iteration 10Q: 3 clusters Score -7324563 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -7324722.500000 Penalty: 3623.447021
	Iteration 11Q: 3 clusters Score -7324722 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7324785.500000 Penalty: 3623.447021
	Iteration 12Q: 3 clusters Score -7324786 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -7324873.000000 Penalty: 3623.447021
	Iteration 13Q: 3 clusters Score -7324873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -7324940.000000 Penalty: 3623.447021
	Iteration 14Q: 3 clusters Score -7324940 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7325047.000000 Penalty: 3623.447021
	Iteration 15Q: 3 clusters Score -7325047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7325145.500000 Penalty: 3623.447021
	Iteration 16Q: 3 clusters Score -7325146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -7325250.000000 Penalty: 3623.447021
	Iteration 17Q: 3 clusters Score -7325250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -7325404.500000 Penalty: 3623.447021
	Iteration 18Q: 3 clusters Score -7325404 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7325566.000000 Penalty: 3623.447021
	Iteration 19Q: 3 clusters Score -7325566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -7325673.000000 Penalty: 3623.447021
	Iteration 20F: 3 clusters Score -7325673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -7325773.500000 Penalty: 3623.447021
	Iteration 21Q: 3 clusters Score -7325774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7325802.500000 Penalty: 3623.447021
	Iteration 22Q: 3 clusters Score -7325802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -7325829.500000 Penalty: 3623.447021
	Iteration 23Q: 3 clusters Score -7325830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -7325831.500000 Penalty: 3623.447021
	Iteration 24Q: 3 clusters Score -7325832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -7325834.000000 Penalty: 3623.447021
	Iteration 25Q: 3 clusters Score -7325834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7325834.000000 Penalty: 3623.447021
	Iteration 26Q: 3 clusters Score -7325834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -7325825.500000 Penalty: 3623.447021
	Iteration 27Q: 3 clusters Score -7325826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -7325835.500000 Penalty: 3623.447021
	Iteration 28Q: 3 clusters Score -7325836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -7325827.000000 Penalty: 3623.447021
	Iteration 29Q: 3 clusters Score -7325827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -7325825.500000 Penalty: 3623.447021
	Iteration 30Q: 3 clusters Score -7325826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7325831.000000 Penalty: 3623.447021
	Iteration 31Q: 3 clusters Score -7325831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -7325831.000000 Penalty: 3623.447021
	Iteration 32F: 3 clusters Score -7325831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 63257 members 
Mstep: Class 18 contains 137865 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Mstep: Class 31 contains 15169 members 
Mstep: Class 32 contains 21137 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 6242 members 
Entering Unmasked Estep 
Score: -153898720.000000 Penalty: 78699.164062
Splitting cluster 17 changes total score from -153832368.000000 to -153898720.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (137865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Entering Unmasked Estep 
Score: -14188032.000000 Penalty: 1923.029907
	Iteration 0F: 2 clusters Score -1.418803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -14096202.000000 Penalty: 3846.059814
	Iteration 0F: 3 clusters Score -1.40962e+07 nChanged 66367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -14139068.000000 Penalty: 3846.059814
	Iteration 1F: 3 clusters Score -1.413907e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -14146739.000000 Penalty: 3846.059814
	Iteration 2F: 3 clusters Score -1.414674e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -14158024.000000 Penalty: 3846.059814
	Iteration 3F: 3 clusters Score -1.415802e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -14168576.000000 Penalty: 3846.059814
	Iteration 4F: 3 clusters Score -1.416858e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -14174469.000000 Penalty: 3846.059814
	Iteration 5F: 3 clusters Score -1.417447e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -14177557.000000 Penalty: 3846.059814
	Iteration 6Q: 3 clusters Score -1.417756e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -14179106.000000 Penalty: 3846.059814
	Iteration 7Q: 3 clusters Score -1.417911e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -14180302.000000 Penalty: 3846.059814
	Iteration 8Q: 3 clusters Score -1.41803e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -14181463.000000 Penalty: 3846.059814
	Iteration 9Q: 3 clusters Score -1.418146e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -14182796.000000 Penalty: 3846.059814
	Iteration 10Q: 3 clusters Score -1.41828e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -14184663.000000 Penalty: 3846.059814
	Iteration 11Q: 3 clusters Score -1.418466e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -14187390.000000 Penalty: 3846.059814
	Iteration 12Q: 3 clusters Score -1.418739e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -14189825.000000 Penalty: 3846.059814
	Iteration 13Q: 3 clusters Score -1.418982e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -14191565.000000 Penalty: 3846.059814
	Iteration 14Q: 3 clusters Score -1.419156e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -14192688.000000 Penalty: 3846.059814
	Iteration 15Q: 3 clusters Score -1.419269e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -14193303.000000 Penalty: 3846.059814
	Iteration 16Q: 3 clusters Score -1.41933e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -14193653.000000 Penalty: 3846.059814
	Iteration 17Q: 3 clusters Score -1.419365e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -14193921.000000 Penalty: 3846.059814
	Iteration 18Q: 3 clusters Score -1.419392e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -14194173.000000 Penalty: 3846.059814
	Iteration 19Q: 3 clusters Score -1.419417e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -14194278.000000 Penalty: 3846.059814
	Iteration 20F: 3 clusters Score -1.419428e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -14194398.000000 Penalty: 3846.059814
	Iteration 21Q: 3 clusters Score -1.41944e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -14194461.000000 Penalty: 3846.059814
	Iteration 22Q: 3 clusters Score -1.419446e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -14194503.000000 Penalty: 3846.059814
	Iteration 23Q: 3 clusters Score -1.41945e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -14194556.000000 Penalty: 3846.059814
	Iteration 24Q: 3 clusters Score -1.419456e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -14194561.000000 Penalty: 3846.059814
	Iteration 25Q: 3 clusters Score -1.419456e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -14194542.000000 Penalty: 3846.059814
	Iteration 26Q: 3 clusters Score -1.419454e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -14194603.000000 Penalty: 3846.059814
	Iteration 27Q: 3 clusters Score -1.41946e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -14194627.000000 Penalty: 3846.059814
	Iteration 28Q: 3 clusters Score -1.419463e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -14194642.000000 Penalty: 3846.059814
	Iteration 29Q: 3 clusters Score -1.419464e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -14194633.000000 Penalty: 3846.059814
	Iteration 30Q: 3 clusters Score -1.419463e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -14194614.000000 Penalty: 3846.059814
	Iteration 31Q: 3 clusters Score -1.419461e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -14194606.000000 Penalty: 3846.059814
	Iteration 32Q: 3 clusters Score -1.419461e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -14194604.000000 Penalty: 3846.059814
	Iteration 33Q: 3 clusters Score -1.41946e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -14194601.000000 Penalty: 3846.059814
	Iteration 34Q: 3 clusters Score -1.41946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -14194600.000000 Penalty: 3846.059814
	Iteration 35Q: 3 clusters Score -1.41946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -14194586.000000 Penalty: 3846.059814
	Iteration 36Q: 3 clusters Score -1.419459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -14194573.000000 Penalty: 3846.059814
	Iteration 37Q: 3 clusters Score -1.419457e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -14194569.000000 Penalty: 3846.059814
	Iteration 38Q: 3 clusters Score -1.419457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -14194584.000000 Penalty: 3846.059814
	Iteration 39Q: 3 clusters Score -1.419458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -14194580.000000 Penalty: 3846.059814
	Iteration 40F: 3 clusters Score -1.419458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112993 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -14194582.000000 Penalty: 3846.059814
	Iteration 41Q: 3 clusters Score -1.419458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113017 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -14194598.000000 Penalty: 3846.059814
	Iteration 42Q: 3 clusters Score -1.41946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -14194594.000000 Penalty: 3846.059814
	Iteration 43Q: 3 clusters Score -1.419459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -14194599.000000 Penalty: 3846.059814
	Iteration 44Q: 3 clusters Score -1.41946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -14194600.000000 Penalty: 3846.059814
	Iteration 45Q: 3 clusters Score -1.41946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -14194603.000000 Penalty: 3846.059814
	Iteration 46Q: 3 clusters Score -1.41946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -14194605.000000 Penalty: 3846.059814
	Iteration 47Q: 3 clusters Score -1.41946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -14194606.000000 Penalty: 3846.059814
	Iteration 48Q: 3 clusters Score -1.419461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -14194606.000000 Penalty: 3846.059814
	Iteration 49Q: 3 clusters Score -1.419461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -14194611.000000 Penalty: 3846.059814
	Iteration 50Q: 3 clusters Score -1.419461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113072 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -14194605.000000 Penalty: 3846.059814
	Iteration 51Q: 3 clusters Score -1.41946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -14194617.000000 Penalty: 3846.059814
	Iteration 52Q: 3 clusters Score -1.419462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113078 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -14194609.000000 Penalty: 3846.059814
	Iteration 53Q: 3 clusters Score -1.419461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -14194608.000000 Penalty: 3846.059814
	Iteration 54Q: 3 clusters Score -1.419461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -14194608.000000 Penalty: 3846.059814
	Iteration 55Q: 3 clusters Score -1.419461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113082 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -14194613.000000 Penalty: 3846.059814
	Iteration 56Q: 3 clusters Score -1.419461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -14194617.000000 Penalty: 3846.059814
	Iteration 57Q: 3 clusters Score -1.419462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113089 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -14194617.000000 Penalty: 3846.059814
	Iteration 58Q: 3 clusters Score -1.419462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -14194606.000000 Penalty: 3846.059814
	Iteration 59Q: 3 clusters Score -1.419461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -14194609.000000 Penalty: 3846.059814
	Iteration 60F: 3 clusters Score -1.419461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -14194605.000000 Penalty: 3846.059814
	Iteration 61Q: 3 clusters Score -1.41946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -14194604.000000 Penalty: 3846.059814
	Iteration 62Q: 3 clusters Score -1.41946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113118 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -14194602.000000 Penalty: 3846.059814
	Iteration 63Q: 3 clusters Score -1.41946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -14194598.000000 Penalty: 3846.059814
	Iteration 64Q: 3 clusters Score -1.41946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113125 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -14194601.000000 Penalty: 3846.059814
	Iteration 65Q: 3 clusters Score -1.41946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -14194608.000000 Penalty: 3846.059814
	Iteration 66Q: 3 clusters Score -1.419461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -14194605.000000 Penalty: 3846.059814
	Iteration 67Q: 3 clusters Score -1.41946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -14194607.000000 Penalty: 3846.059814
	Iteration 68Q: 3 clusters Score -1.419461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -14194609.000000 Penalty: 3846.059814
	Iteration 69Q: 3 clusters Score -1.419461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -14194609.000000 Penalty: 3846.059814
	Iteration 70F: 3 clusters Score -1.419461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 63257 members 
Mstep: Class 18 contains 113131 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 166633 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Mstep: Class 31 contains 15169 members 
Mstep: Class 32 contains 21137 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 24734 members 
Entering Unmasked Estep 
Score: -153908208.000000 Penalty: 81013.851562
Splitting cluster 18 changes total score from -153832368.000000 to -153908208.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (150358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Entering Unmasked Estep 
Score: -15673730.000000 Penalty: 1937.125854
	Iteration 0F: 2 clusters Score -1.567373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -15573428.000000 Penalty: 3874.251709
	Iteration 0F: 3 clusters Score -1.557343e+07 nChanged 72775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -15616027.000000 Penalty: 3874.251709
	Iteration 1F: 3 clusters Score -1.561603e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -15617217.000000 Penalty: 3874.251709
	Iteration 2Q: 3 clusters Score -1.561722e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -15618765.000000 Penalty: 3874.251709
	Iteration 3Q: 3 clusters Score -1.561876e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -15620702.000000 Penalty: 3874.251709
	Iteration 4Q: 3 clusters Score -1.56207e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -15623855.000000 Penalty: 3874.251709
	Iteration 5Q: 3 clusters Score -1.562386e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -15628889.000000 Penalty: 3874.251709
	Iteration 6F: 3 clusters Score -1.562889e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -15635896.000000 Penalty: 3874.251709
	Iteration 7F: 3 clusters Score -1.56359e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111337 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -15643973.000000 Penalty: 3874.251709
	Iteration 8F: 3 clusters Score -1.564397e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -15651045.000000 Penalty: 3874.251709
	Iteration 9F: 3 clusters Score -1.565104e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -15656523.000000 Penalty: 3874.251709
	Iteration 10Q: 3 clusters Score -1.565652e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130246 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -15660403.000000 Penalty: 3874.251709
	Iteration 11Q: 3 clusters Score -1.56604e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -15663238.000000 Penalty: 3874.251709
	Iteration 12Q: 3 clusters Score -1.566324e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -15665495.000000 Penalty: 3874.251709
	Iteration 13Q: 3 clusters Score -1.56655e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -15667441.000000 Penalty: 3874.251709
	Iteration 14Q: 3 clusters Score -1.566744e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143765 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -15668960.000000 Penalty: 3874.251709
	Iteration 15Q: 3 clusters Score -1.566896e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -15670095.000000 Penalty: 3874.251709
	Iteration 16Q: 3 clusters Score -1.56701e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -15670782.000000 Penalty: 3874.251709
	Iteration 17Q: 3 clusters Score -1.567078e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147819 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15671256.000000 Penalty: 3874.251709
	Iteration 18Q: 3 clusters Score -1.567126e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148413 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -15671551.000000 Penalty: 3874.251709
	Iteration 19Q: 3 clusters Score -1.567155e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148804 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15671787.000000 Penalty: 3874.251709
	Iteration 20F: 3 clusters Score -1.567179e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -15671941.000000 Penalty: 3874.251709
	Iteration 21Q: 3 clusters Score -1.567194e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15672061.000000 Penalty: 3874.251709
	Iteration 22Q: 3 clusters Score -1.567206e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15672163.000000 Penalty: 3874.251709
	Iteration 23Q: 3 clusters Score -1.567216e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15672191.000000 Penalty: 3874.251709
	Iteration 24Q: 3 clusters Score -1.567219e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15672246.000000 Penalty: 3874.251709
	Iteration 25Q: 3 clusters Score -1.567225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15672294.000000 Penalty: 3874.251709
	Iteration 26Q: 3 clusters Score -1.567229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15672332.000000 Penalty: 3874.251709
	Iteration 27Q: 3 clusters Score -1.567233e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15672377.000000 Penalty: 3874.251709
	Iteration 28Q: 3 clusters Score -1.567238e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15672407.000000 Penalty: 3874.251709
	Iteration 29Q: 3 clusters Score -1.567241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -15672410.000000 Penalty: 3874.251709
	Iteration 30Q: 3 clusters Score -1.567241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149592 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15672416.000000 Penalty: 3874.251709
	Iteration 31Q: 3 clusters Score -1.567242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15672410.000000 Penalty: 3874.251709
	Iteration 32Q: 3 clusters Score -1.567241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149593 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15672403.000000 Penalty: 3874.251709
	Iteration 33Q: 3 clusters Score -1.56724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149592 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15672403.000000 Penalty: 3874.251709
	Iteration 34Q: 3 clusters Score -1.56724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15672428.000000 Penalty: 3874.251709
	Iteration 35Q: 3 clusters Score -1.567243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15672422.000000 Penalty: 3874.251709
	Iteration 36Q: 3 clusters Score -1.567242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15672426.000000 Penalty: 3874.251709
	Iteration 37Q: 3 clusters Score -1.567243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -15672429.000000 Penalty: 3874.251709
	Iteration 38Q: 3 clusters Score -1.567243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149610 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -15672435.000000 Penalty: 3874.251709
	Iteration 39Q: 3 clusters Score -1.567244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15672446.000000 Penalty: 3874.251709
	Iteration 40F: 3 clusters Score -1.567245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15672444.000000 Penalty: 3874.251709
	Iteration 41Q: 3 clusters Score -1.567244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15672452.000000 Penalty: 3874.251709
	Iteration 42Q: 3 clusters Score -1.567245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149595 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -15672454.000000 Penalty: 3874.251709
	Iteration 43Q: 3 clusters Score -1.567245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15672447.000000 Penalty: 3874.251709
	Iteration 44Q: 3 clusters Score -1.567245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15672453.000000 Penalty: 3874.251709
	Iteration 45Q: 3 clusters Score -1.567245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15672457.000000 Penalty: 3874.251709
	Iteration 46Q: 3 clusters Score -1.567246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15672463.000000 Penalty: 3874.251709
	Iteration 47Q: 3 clusters Score -1.567246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15672463.000000 Penalty: 3874.251709
	Iteration 48F: 3 clusters Score -1.567246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Entering Unmasked Estep 
Score: -17173568.000000 Penalty: 1953.826782
	Iteration 0F: 2 clusters Score -1.717357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82927 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -17072030.000000 Penalty: 3907.653564
	Iteration 0F: 3 clusters Score -1.707203e+07 nChanged 80778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -17121628.000000 Penalty: 3907.653564
	Iteration 1F: 3 clusters Score -1.712163e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -17125020.000000 Penalty: 3907.653564
	Iteration 2Q: 3 clusters Score -1.712502e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -17129910.000000 Penalty: 3907.653564
	Iteration 3F: 3 clusters Score -1.712991e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 117307 members 
Entering Unmasked Estep 
Score: -17137718.000000 Penalty: 3907.653564
	Iteration 4F: 3 clusters Score -1.713772e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -17148314.000000 Penalty: 3907.653564
	Iteration 5F: 3 clusters Score -1.714831e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 143455 members 
Entering Unmasked Estep 
Score: -17160240.000000 Penalty: 3907.653564
	Iteration 6F: 3 clusters Score -1.716024e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 154069 members 
Entering Unmasked Estep 
Score: -17167046.000000 Penalty: 3907.653564
	Iteration 7F: 3 clusters Score -1.716705e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 160288 members 
Entering Unmasked Estep 
Score: -17170210.000000 Penalty: 3907.653564
	Iteration 8Q: 3 clusters Score -1.717021e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -17171452.000000 Penalty: 3907.653564
	Iteration 9Q: 3 clusters Score -1.717145e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -17172170.000000 Penalty: 3907.653564
	Iteration 10Q: 3 clusters Score -1.717217e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -17172558.000000 Penalty: 3907.653564
	Iteration 11Q: 3 clusters Score -1.717256e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -17172812.000000 Penalty: 3907.653564
	Iteration 12Q: 3 clusters Score -1.717281e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -17172976.000000 Penalty: 3907.653564
	Iteration 13Q: 3 clusters Score -1.717298e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -17173086.000000 Penalty: 3907.653564
	Iteration 14Q: 3 clusters Score -1.717309e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -17173174.000000 Penalty: 3907.653564
	Iteration 15Q: 3 clusters Score -1.717317e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 165175 members 
Entering Unmasked Estep 
Score: -17173246.000000 Penalty: 3907.653564
	Iteration 16Q: 3 clusters Score -1.717325e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -17173314.000000 Penalty: 3907.653564
	Iteration 17Q: 3 clusters Score -1.717331e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -17173348.000000 Penalty: 3907.653564
	Iteration 18Q: 3 clusters Score -1.717335e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 165143 members 
Entering Unmasked Estep 
Score: -17173360.000000 Penalty: 3907.653564
	Iteration 19Q: 3 clusters Score -1.717336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 165135 members 
Entering Unmasked Estep 
Score: -17173406.000000 Penalty: 3907.653564
	Iteration 20F: 3 clusters Score -1.717341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 165123 members 
Entering Unmasked Estep 
Score: -17173442.000000 Penalty: 3907.653564
	Iteration 21Q: 3 clusters Score -1.717344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -17173442.000000 Penalty: 3907.653564
	Iteration 22Q: 3 clusters Score -1.717344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 165105 members 
Entering Unmasked Estep 
Score: -17173444.000000 Penalty: 3907.653564
	Iteration 23Q: 3 clusters Score -1.717344e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -17173456.000000 Penalty: 3907.653564
	Iteration 24Q: 3 clusters Score -1.717346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -17173484.000000 Penalty: 3907.653564
	Iteration 25Q: 3 clusters Score -1.717348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -17173510.000000 Penalty: 3907.653564
	Iteration 26Q: 3 clusters Score -1.717351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -17173528.000000 Penalty: 3907.653564
	Iteration 27Q: 3 clusters Score -1.717353e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -17173566.000000 Penalty: 3907.653564
	Iteration 28Q: 3 clusters Score -1.717357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -17173588.000000 Penalty: 3907.653564
	Iteration 29Q: 3 clusters Score -1.717359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -17173612.000000 Penalty: 3907.653564
	Iteration 30Q: 3 clusters Score -1.717361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -17173626.000000 Penalty: 3907.653564
	Iteration 31Q: 3 clusters Score -1.717363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -17173642.000000 Penalty: 3907.653564
	Iteration 32Q: 3 clusters Score -1.717364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 165007 members 
Entering Unmasked Estep 
Score: -17173656.000000 Penalty: 3907.653564
	Iteration 33Q: 3 clusters Score -1.717366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -17173678.000000 Penalty: 3907.653564
	Iteration 34Q: 3 clusters Score -1.717368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 164985 members 
Entering Unmasked Estep 
Score: -17173680.000000 Penalty: 3907.653564
	Iteration 35Q: 3 clusters Score -1.717368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -17173694.000000 Penalty: 3907.653564
	Iteration 36Q: 3 clusters Score -1.717369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -17173700.000000 Penalty: 3907.653564
	Iteration 37Q: 3 clusters Score -1.71737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -17173694.000000 Penalty: 3907.653564
	Iteration 38Q: 3 clusters Score -1.717369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -17173692.000000 Penalty: 3907.653564
	Iteration 39Q: 3 clusters Score -1.717369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -17173706.000000 Penalty: 3907.653564
	Iteration 40F: 3 clusters Score -1.717371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -17173708.000000 Penalty: 3907.653564
	Iteration 41Q: 3 clusters Score -1.717371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -17173726.000000 Penalty: 3907.653564
	Iteration 42Q: 3 clusters Score -1.717373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -17173726.000000 Penalty: 3907.653564
	Iteration 43Q: 3 clusters Score -1.717373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 164910 members 
Entering Unmasked Estep 
Score: -17173732.000000 Penalty: 3907.653564
	Iteration 44Q: 3 clusters Score -1.717373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -17173768.000000 Penalty: 3907.653564
	Iteration 45Q: 3 clusters Score -1.717377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -17173810.000000 Penalty: 3907.653564
	Iteration 46Q: 3 clusters Score -1.717381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 164893 members 
Entering Unmasked Estep 
Score: -17173804.000000 Penalty: 3907.653564
	Iteration 47Q: 3 clusters Score -1.71738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -17173784.000000 Penalty: 3907.653564
	Iteration 48Q: 3 clusters Score -1.717378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 164888 members 
Entering Unmasked Estep 
Score: -17173796.000000 Penalty: 3907.653564
	Iteration 49Q: 3 clusters Score -1.71738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -17173788.000000 Penalty: 3907.653564
	Iteration 50Q: 3 clusters Score -1.717379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -17173796.000000 Penalty: 3907.653564
	Iteration 51Q: 3 clusters Score -1.71738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -17173792.000000 Penalty: 3907.653564
	Iteration 52Q: 3 clusters Score -1.717379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 164877 members 
Entering Unmasked Estep 
Score: -17173796.000000 Penalty: 3907.653564
	Iteration 53Q: 3 clusters Score -1.71738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -17173794.000000 Penalty: 3907.653564
	Iteration 54Q: 3 clusters Score -1.717379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -17173790.000000 Penalty: 3907.653564
	Iteration 55Q: 3 clusters Score -1.717379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -17173796.000000 Penalty: 3907.653564
	Iteration 56Q: 3 clusters Score -1.71738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -17173794.000000 Penalty: 3907.653564
	Iteration 57Q: 3 clusters Score -1.717379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -17173778.000000 Penalty: 3907.653564
	Iteration 58Q: 3 clusters Score -1.717378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -17173784.000000 Penalty: 3907.653564
	Iteration 59Q: 3 clusters Score -1.717378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -17173800.000000 Penalty: 3907.653564
	Iteration 60F: 3 clusters Score -1.71738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -17173798.000000 Penalty: 3907.653564
	Iteration 61Q: 3 clusters Score -1.71738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -17173818.000000 Penalty: 3907.653564
	Iteration 62Q: 3 clusters Score -1.717382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -17173814.000000 Penalty: 3907.653564
	Iteration 63Q: 3 clusters Score -1.717381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 164827 members 
Entering Unmasked Estep 
Score: -17173814.000000 Penalty: 3907.653564
	Iteration 64Q: 3 clusters Score -1.717381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 164824 members 
Entering Unmasked Estep 
Score: -17173826.000000 Penalty: 3907.653564
	Iteration 65Q: 3 clusters Score -1.717383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -17173820.000000 Penalty: 3907.653564
	Iteration 66Q: 3 clusters Score -1.717382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -17173814.000000 Penalty: 3907.653564
	Iteration 67Q: 3 clusters Score -1.717381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -17173810.000000 Penalty: 3907.653564
	Iteration 68Q: 3 clusters Score -1.717381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -17173830.000000 Penalty: 3907.653564
	Iteration 69Q: 3 clusters Score -1.717383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 164806 members 
Entering Unmasked Estep 
Score: -17173818.000000 Penalty: 3907.653564
	Iteration 70Q: 3 clusters Score -1.717382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -17173812.000000 Penalty: 3907.653564
	Iteration 71Q: 3 clusters Score -1.717381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -17173818.000000 Penalty: 3907.653564
	Iteration 72Q: 3 clusters Score -1.717382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -17173822.000000 Penalty: 3907.653564
	Iteration 73Q: 3 clusters Score -1.717382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -17173820.000000 Penalty: 3907.653564
	Iteration 74Q: 3 clusters Score -1.717382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 164797 members 
Entering Unmasked Estep 
Score: -17173816.000000 Penalty: 3907.653564
	Iteration 75Q: 3 clusters Score -1.717382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -17173818.000000 Penalty: 3907.653564
	Iteration 76Q: 3 clusters Score -1.717382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -17173814.000000 Penalty: 3907.653564
	Iteration 77Q: 3 clusters Score -1.717381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -17173816.000000 Penalty: 3907.653564
	Iteration 78Q: 3 clusters Score -1.717382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -17173816.000000 Penalty: 3907.653564
	Iteration 79F: 3 clusters Score -1.717382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 3 contains 123352 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 63257 members 
Mstep: Class 18 contains 113131 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Mstep: Class 23 contains 4981 members 
Mstep: Class 24 contains 120303 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 23411 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 40661 members 
Mstep: Class 31 contains 15169 members 
Mstep: Class 32 contains 21137 members 
Mstep: Class 33 contains 2522 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 24734 members 
Mstep: Class 36 contains 164796 members 
Entering Unmasked Estep 
Score: -153908192.000000 Penalty: 83328.531250
Splitting cluster 20 changes total score from -153832368.000000 to -153908192.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -755543.250000 Penalty: 1442.846436
	Iteration 0F: 2 clusters Score -755543.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -750235.937500 Penalty: 2885.692871
	Iteration 0F: 3 clusters Score -750235.9 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -751874.875000 Penalty: 2885.692871
	Iteration 1F: 3 clusters Score -751874.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -752096.312500 Penalty: 2885.692871
	Iteration 2F: 3 clusters Score -752096.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -752259.500000 Penalty: 2885.692871
	Iteration 3Q: 3 clusters Score -752259.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -752395.500000 Penalty: 2885.692871
	Iteration 4Q: 3 clusters Score -752395.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -752531.187500 Penalty: 2885.692871
	Iteration 5Q: 3 clusters Score -752531.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -752678.875000 Penalty: 2885.692871
	Iteration 6Q: 3 clusters Score -752678.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -752847.750000 Penalty: 2885.692871
	Iteration 7Q: 3 clusters Score -752847.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -753011.687500 Penalty: 2885.692871
	Iteration 8Q: 3 clusters Score -753011.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -753205.187500 Penalty: 2885.692871
	Iteration 9Q: 3 clusters Score -753205.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -753401.187500 Penalty: 2885.692871
	Iteration 10Q: 3 clusters Score -753401.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -753629.375000 Penalty: 2885.692871
	Iteration 11Q: 3 clusters Score -753629.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -753897.000000 Penalty: 2885.692871
	Iteration 12Q: 3 clusters Score -753897 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -754113.312500 Penalty: 2885.692871
	Iteration 13Q: 3 clusters Score -754113.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -754233.562500 Penalty: 2885.692871
	Iteration 14Q: 3 clusters Score -754233.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -754296.062500 Penalty: 2885.692871
	Iteration 15Q: 3 clusters Score -754296.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -754329.062500 Penalty: 2885.692871
	Iteration 16Q: 3 clusters Score -754329.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -754350.750000 Penalty: 2885.692871
	Iteration 17Q: 3 clusters Score -754350.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -754367.500000 Penalty: 2885.692871
	Iteration 18Q: 3 clusters Score -754367.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -754378.312500 Penalty: 2885.692871
	Iteration 19Q: 3 clusters Score -754378.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -754385.187500 Penalty: 2885.692871
	Iteration 20F: 3 clusters Score -754385.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -754392.375000 Penalty: 2885.692871
	Iteration 21Q: 3 clusters Score -754392.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -754394.500000 Penalty: 2885.692871
	Iteration 22Q: 3 clusters Score -754394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -754398.062500 Penalty: 2885.692871
	Iteration 23Q: 3 clusters Score -754398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -754399.375000 Penalty: 2885.692871
	Iteration 24Q: 3 clusters Score -754399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -754400.062500 Penalty: 2885.692871
	Iteration 25Q: 3 clusters Score -754400.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -754401.625000 Penalty: 2885.692871
	Iteration 26Q: 3 clusters Score -754401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -754404.062500 Penalty: 2885.692871
	Iteration 27Q: 3 clusters Score -754404.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -754405.750000 Penalty: 2885.692871
	Iteration 28Q: 3 clusters Score -754405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -754406.750000 Penalty: 2885.692871
	Iteration 29Q: 3 clusters Score -754406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -754407.937500 Penalty: 2885.692871
	Iteration 30Q: 3 clusters Score -754407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -754407.937500 Penalty: 2885.692871
	Iteration 31F: 3 clusters Score -754407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Entering Unmasked Estep 
Score: -3529933.500000 Penalty: 1699.588989
	Iteration 0F: 2 clusters Score -3529934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3506655.000000 Penalty: 3399.177979
	Iteration 0F: 3 clusters Score -3506655 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3515491.500000 Penalty: 3399.177979
	Iteration 1F: 3 clusters Score -3515492 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3516126.000000 Penalty: 3399.177979
	Iteration 2Q: 3 clusters Score -3516126 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3517041.500000 Penalty: 3399.177979
	Iteration 3Q: 3 clusters Score -3517042 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3518494.000000 Penalty: 3399.177979
	Iteration 4F: 3 clusters Score -3518494 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3520663.500000 Penalty: 3399.177979
	Iteration 5F: 3 clusters Score -3520664 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3523350.500000 Penalty: 3399.177979
	Iteration 6F: 3 clusters Score -3523350 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3525888.500000 Penalty: 3399.177979
	Iteration 7F: 3 clusters Score -3525888 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3527549.000000 Penalty: 3399.177979
	Iteration 8F: 3 clusters Score -3527549 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3528319.000000 Penalty: 3399.177979
	Iteration 9Q: 3 clusters Score -3528319 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3528730.000000 Penalty: 3399.177979
	Iteration 10Q: 3 clusters Score -3528730 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3528951.750000 Penalty: 3399.177979
	Iteration 11Q: 3 clusters Score -3528952 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3529073.750000 Penalty: 3399.177979
	Iteration 12Q: 3 clusters Score -3529074 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3529189.750000 Penalty: 3399.177979
	Iteration 13Q: 3 clusters Score -3529190 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3529276.750000 Penalty: 3399.177979
	Iteration 14Q: 3 clusters Score -3529277 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3529344.500000 Penalty: 3399.177979
	Iteration 15Q: 3 clusters Score -3529344 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3529392.000000 Penalty: 3399.177979
	Iteration 16Q: 3 clusters Score -3529392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3529435.750000 Penalty: 3399.177979
	Iteration 17Q: 3 clusters Score -3529436 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3529467.000000 Penalty: 3399.177979
	Iteration 18Q: 3 clusters Score -3529467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3529497.500000 Penalty: 3399.177979
	Iteration 19Q: 3 clusters Score -3529498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3529511.250000 Penalty: 3399.177979
	Iteration 20F: 3 clusters Score -3529511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3529525.500000 Penalty: 3399.177979
	Iteration 21Q: 3 clusters Score -3529526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3529530.500000 Penalty: 3399.177979
	Iteration 22Q: 3 clusters Score -3529530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3529539.750000 Penalty: 3399.177979
	Iteration 23Q: 3 clusters Score -3529540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3529561.000000 Penalty: 3399.177979
	Iteration 24Q: 3 clusters Score -3529561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3529569.750000 Penalty: 3399.177979
	Iteration 25Q: 3 clusters Score -3529570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3529583.500000 Penalty: 3399.177979
	Iteration 26Q: 3 clusters Score -3529584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3529589.500000 Penalty: 3399.177979
	Iteration 27Q: 3 clusters Score -3529590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3529595.500000 Penalty: 3399.177979
	Iteration 28Q: 3 clusters Score -3529596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3529596.250000 Penalty: 3399.177979
	Iteration 29Q: 3 clusters Score -3529596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3529603.750000 Penalty: 3399.177979
	Iteration 30Q: 3 clusters Score -3529604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3529609.250000 Penalty: 3399.177979
	Iteration 31Q: 3 clusters Score -3529609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3529617.500000 Penalty: 3399.177979
	Iteration 32Q: 3 clusters Score -3529618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3529618.250000 Penalty: 3399.177979
	Iteration 33Q: 3 clusters Score -3529618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3529621.000000 Penalty: 3399.177979
	Iteration 34Q: 3 clusters Score -3529621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3529622.500000 Penalty: 3399.177979
	Iteration 35Q: 3 clusters Score -3529622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3529621.750000 Penalty: 3399.177979
	Iteration 36Q: 3 clusters Score -3529622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3529627.250000 Penalty: 3399.177979
	Iteration 37Q: 3 clusters Score -3529627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3529623.000000 Penalty: 3399.177979
	Iteration 38Q: 3 clusters Score -3529623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3529629.500000 Penalty: 3399.177979
	Iteration 39Q: 3 clusters Score -3529630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3529636.750000 Penalty: 3399.177979
	Iteration 40F: 3 clusters Score -3529637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3529637.750000 Penalty: 3399.177979
	Iteration 41Q: 3 clusters Score -3529638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3529647.750000 Penalty: 3399.177979
	Iteration 42Q: 3 clusters Score -3529648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3529647.750000 Penalty: 3399.177979
	Iteration 43Q: 3 clusters Score -3529648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3529647.000000 Penalty: 3399.177979
	Iteration 44Q: 3 clusters Score -3529647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3529640.500000 Penalty: 3399.177979
	Iteration 45Q: 3 clusters Score -3529640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3529639.250000 Penalty: 3399.177979
	Iteration 46Q: 3 clusters Score -3529639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3529640.000000 Penalty: 3399.177979
	Iteration 47Q: 3 clusters Score -3529640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3529640.000000 Penalty: 3399.177979
	Iteration 48Q: 3 clusters Score -3529640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3529640.750000 Penalty: 3399.177979
	Iteration 49Q: 3 clusters Score -3529641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3529640.750000 Penalty: 3399.177979
	Iteration 50Q: 3 clusters Score -3529641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3529640.750000 Penalty: 3399.177979
	Iteration 51F: 3 clusters Score -3529641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 25180 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 23391 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 193471 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 8175 members 
Mstep: Class 15 contains 189354 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 63257 members 
Mstep: Class 18 contains 113131 members 
Mstep: Class 19 contains 150358 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 34857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153930512.000000 Penalty: 83328.531250
Iteration 39Q: 37 clusters Score -1.539305e+08 nChanged 40429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 26419 members 
Mstep: Class 3 contains 123154 members 
Mstep: Class 4 contains 12430 members 
Mstep: Class 5 contains 24949 members 
Mstep: Class 6 contains 15709 members 
Mstep: Class 7 contains 13216 members 
Mstep: Class 8 contains 6989 members 
Mstep: Class 9 contains 193128 members 
Mstep: Class 10 contains 13193 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 78799 members 
Mstep: Class 13 contains 4371 members 
Mstep: Class 14 contains 8065 members 
Mstep: Class 15 contains 189373 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 64998 members 
Mstep: Class 18 contains 113329 members 
Mstep: Class 19 contains 150262 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 7616 members 
Mstep: Class 22 contains 35566 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 117467 members 
Mstep: Class 25 contains 1474 members 
Mstep: Class 26 contains 22407 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 4994 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39505 members 
Mstep: Class 31 contains 14267 members 
Mstep: Class 32 contains 22187 members 
Mstep: Class 33 contains 2510 members 
Mstep: Class 34 contains 6205 members 
Mstep: Class 35 contains 24675 members 
Mstep: Class 36 contains 160424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153953440.000000 Penalty: 83328.531250
Iteration 40F: 37 clusters Score -1.539534e+08 nChanged 32752
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 122357 members 
Mstep: Class 4 contains 12691 members 
Mstep: Class 5 contains 25861 members 
Mstep: Class 6 contains 17263 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 6868 members 
Mstep: Class 9 contains 193265 members 
Mstep: Class 10 contains 13308 members 
Mstep: Class 11 contains 12970 members 
Mstep: Class 12 contains 78080 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 7917 members 
Mstep: Class 15 contains 188391 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 111680 members 
Mstep: Class 19 contains 146946 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 35331 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 116046 members 
Mstep: Class 25 contains 1575 members 
Mstep: Class 26 contains 23453 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 41273 members 
Mstep: Class 31 contains 14093 members 
Mstep: Class 32 contains 22712 members 
Mstep: Class 33 contains 2765 members 
Mstep: Class 34 contains 6317 members 
Mstep: Class 35 contains 24855 members 
Mstep: Class 36 contains 159257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153964848.000000 Penalty: 83328.531250
Iteration 41Q: 37 clusters Score -1.539648e+08 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 27685 members 
Mstep: Class 3 contains 121546 members 
Mstep: Class 4 contains 13148 members 
Mstep: Class 5 contains 26577 members 
Mstep: Class 6 contains 18720 members 
Mstep: Class 7 contains 13085 members 
Mstep: Class 8 contains 6893 members 
Mstep: Class 9 contains 193750 members 
Mstep: Class 10 contains 13376 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 77507 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 187093 members 
Mstep: Class 16 contains 3427 members 
Mstep: Class 17 contains 66519 members 
Mstep: Class 18 contains 110091 members 
Mstep: Class 19 contains 144335 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 35274 members 
Mstep: Class 23 contains 5341 members 
Mstep: Class 24 contains 114532 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 24080 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 6518 members 
Mstep: Class 30 contains 42513 members 
Mstep: Class 31 contains 13763 members 
Mstep: Class 32 contains 22904 members 
Mstep: Class 33 contains 2912 members 
Mstep: Class 34 contains 6456 members 
Mstep: Class 35 contains 25231 members 
Mstep: Class 36 contains 158727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153973136.000000 Penalty: 83328.531250
Iteration 42Q: 37 clusters Score -1.539731e+08 nChanged 19017
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 28257 members 
Mstep: Class 3 contains 120790 members 
Mstep: Class 4 contains 13636 members 
Mstep: Class 5 contains 27189 members 
Mstep: Class 6 contains 20053 members 
Mstep: Class 7 contains 13088 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 194290 members 
Mstep: Class 10 contains 13421 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 77023 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 185792 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 66987 members 
Mstep: Class 18 contains 108626 members 
Mstep: Class 19 contains 141975 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 8436 members 
Mstep: Class 22 contains 35235 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 113042 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 24545 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 6190 members 
Mstep: Class 29 contains 6658 members 
Mstep: Class 30 contains 43698 members 
Mstep: Class 31 contains 13410 members 
Mstep: Class 32 contains 23022 members 
Mstep: Class 33 contains 3002 members 
Mstep: Class 34 contains 6583 members 
Mstep: Class 35 contains 25657 members 
Mstep: Class 36 contains 158500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153979152.000000 Penalty: 83328.531250
Iteration 43Q: 37 clusters Score -1.539792e+08 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 28731 members 
Mstep: Class 3 contains 120134 members 
Mstep: Class 4 contains 14091 members 
Mstep: Class 5 contains 27776 members 
Mstep: Class 6 contains 21219 members 
Mstep: Class 7 contains 13066 members 
Mstep: Class 8 contains 6950 members 
Mstep: Class 9 contains 194732 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13486 members 
Mstep: Class 12 contains 76630 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 7799 members 
Mstep: Class 15 contains 184477 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 67363 members 
Mstep: Class 18 contains 107308 members 
Mstep: Class 19 contains 139850 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 8695 members 
Mstep: Class 22 contains 35238 members 
Mstep: Class 23 contains 5654 members 
Mstep: Class 24 contains 111795 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 24892 members 
Mstep: Class 27 contains 2680 members 
Mstep: Class 28 contains 6392 members 
Mstep: Class 29 contains 6784 members 
Mstep: Class 30 contains 44773 members 
Mstep: Class 31 contains 13114 members 
Mstep: Class 32 contains 23065 members 
Mstep: Class 33 contains 3083 members 
Mstep: Class 34 contains 6677 members 
Mstep: Class 35 contains 26111 members 
Mstep: Class 36 contains 158456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153984384.000000 Penalty: 83328.531250
Iteration 44Q: 37 clusters Score -1.539844e+08 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 29132 members 
Mstep: Class 3 contains 119645 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 28318 members 
Mstep: Class 6 contains 22263 members 
Mstep: Class 7 contains 13003 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 195132 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 76321 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 7801 members 
Mstep: Class 15 contains 183248 members 
Mstep: Class 16 contains 3561 members 
Mstep: Class 17 contains 67644 members 
Mstep: Class 18 contains 106186 members 
Mstep: Class 19 contains 137854 members 
Mstep: Class 20 contains 3543 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 35285 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 110650 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 25110 members 
Mstep: Class 27 contains 2773 members 
Mstep: Class 28 contains 6549 members 
Mstep: Class 29 contains 6897 members 
Mstep: Class 30 contains 45864 members 
Mstep: Class 31 contains 12746 members 
Mstep: Class 32 contains 23119 members 
Mstep: Class 33 contains 3143 members 
Mstep: Class 34 contains 6734 members 
Mstep: Class 35 contains 26513 members 
Mstep: Class 36 contains 158484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153987536.000000 Penalty: 83328.531250
Iteration 45Q: 37 clusters Score -1.539875e+08 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 29453 members 
Mstep: Class 3 contains 119210 members 
Mstep: Class 4 contains 15030 members 
Mstep: Class 5 contains 28758 members 
Mstep: Class 6 contains 23224 members 
Mstep: Class 7 contains 12949 members 
Mstep: Class 8 contains 6986 members 
Mstep: Class 9 contains 195427 members 
Mstep: Class 10 contains 13517 members 
Mstep: Class 11 contains 13727 members 
Mstep: Class 12 contains 76088 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 7808 members 
Mstep: Class 15 contains 182168 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 67889 members 
Mstep: Class 18 contains 105136 members 
Mstep: Class 19 contains 136026 members 
Mstep: Class 20 contains 3698 members 
Mstep: Class 21 contains 9279 members 
Mstep: Class 22 contains 35333 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 109578 members 
Mstep: Class 25 contains 2199 members 
Mstep: Class 26 contains 25292 members 
Mstep: Class 27 contains 2856 members 
Mstep: Class 28 contains 6716 members 
Mstep: Class 29 contains 6993 members 
Mstep: Class 30 contains 46890 members 
Mstep: Class 31 contains 12366 members 
Mstep: Class 32 contains 23221 members 
Mstep: Class 33 contains 3192 members 
Mstep: Class 34 contains 6777 members 
Mstep: Class 35 contains 26889 members 
Mstep: Class 36 contains 158531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153990432.000000 Penalty: 83328.531250
Iteration 46Q: 37 clusters Score -1.539904e+08 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 29739 members 
Mstep: Class 3 contains 118871 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 29132 members 
Mstep: Class 6 contains 24118 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 6997 members 
Mstep: Class 9 contains 195682 members 
Mstep: Class 10 contains 13512 members 
Mstep: Class 11 contains 13827 members 
Mstep: Class 12 contains 75895 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 7803 members 
Mstep: Class 15 contains 181173 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 68056 members 
Mstep: Class 18 contains 104161 members 
Mstep: Class 19 contains 134308 members 
Mstep: Class 20 contains 3862 members 
Mstep: Class 21 contains 9577 members 
Mstep: Class 22 contains 35407 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 108625 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 25481 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 6869 members 
Mstep: Class 29 contains 7085 members 
Mstep: Class 30 contains 47850 members 
Mstep: Class 31 contains 11995 members 
Mstep: Class 32 contains 23321 members 
Mstep: Class 33 contains 3224 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 27241 members 
Mstep: Class 36 contains 158586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153993152.000000 Penalty: 83328.531250
Iteration 47Q: 37 clusters Score -1.539932e+08 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 29967 members 
Mstep: Class 3 contains 118596 members 
Mstep: Class 4 contains 15867 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 24955 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 195846 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 13913 members 
Mstep: Class 12 contains 75769 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 7778 members 
Mstep: Class 15 contains 180241 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 17 contains 68184 members 
Mstep: Class 18 contains 103233 members 
Mstep: Class 19 contains 132766 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 9946 members 
Mstep: Class 22 contains 35537 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 107786 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 25598 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 6979 members 
Mstep: Class 29 contains 7179 members 
Mstep: Class 30 contains 48718 members 
Mstep: Class 31 contains 11641 members 
Mstep: Class 32 contains 23438 members 
Mstep: Class 33 contains 3252 members 
Mstep: Class 34 contains 6839 members 
Mstep: Class 35 contains 27584 members 
Mstep: Class 36 contains 158648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153995472.000000 Penalty: 83328.531250
Iteration 48Q: 37 clusters Score -1.539955e+08 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 30179 members 
Mstep: Class 3 contains 118412 members 
Mstep: Class 4 contains 16220 members 
Mstep: Class 5 contains 29827 members 
Mstep: Class 6 contains 25686 members 
Mstep: Class 7 contains 12706 members 
Mstep: Class 8 contains 7026 members 
Mstep: Class 9 contains 195869 members 
Mstep: Class 10 contains 13444 members 
Mstep: Class 11 contains 13992 members 
Mstep: Class 12 contains 75692 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 7761 members 
Mstep: Class 15 contains 179465 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 17 contains 68259 members 
Mstep: Class 18 contains 102380 members 
Mstep: Class 19 contains 131323 members 
Mstep: Class 20 contains 4065 members 
Mstep: Class 21 contains 10387 members 
Mstep: Class 22 contains 35675 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 107038 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 25701 members 
Mstep: Class 27 contains 3055 members 
Mstep: Class 28 contains 7080 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 49530 members 
Mstep: Class 31 contains 11288 members 
Mstep: Class 32 contains 23503 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 6859 members 
Mstep: Class 35 contains 27929 members 
Mstep: Class 36 contains 158667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153997584.000000 Penalty: 83328.531250
Iteration 49Q: 37 clusters Score -1.539976e+08 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 30333 members 
Mstep: Class 3 contains 118280 members 
Mstep: Class 4 contains 16555 members 
Mstep: Class 5 contains 30121 members 
Mstep: Class 6 contains 26376 members 
Mstep: Class 7 contains 12667 members 
Mstep: Class 8 contains 7059 members 
Mstep: Class 9 contains 195806 members 
Mstep: Class 10 contains 13407 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 75638 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 178838 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 68301 members 
Mstep: Class 18 contains 101572 members 
Mstep: Class 19 contains 130000 members 
Mstep: Class 20 contains 4144 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 35827 members 
Mstep: Class 23 contains 6561 members 
Mstep: Class 24 contains 106368 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 25743 members 
Mstep: Class 27 contains 3107 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 7343 members 
Mstep: Class 30 contains 50239 members 
Mstep: Class 31 contains 10979 members 
Mstep: Class 32 contains 23536 members 
Mstep: Class 33 contains 3260 members 
Mstep: Class 34 contains 6878 members 
Mstep: Class 35 contains 28242 members 
Mstep: Class 36 contains 158628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153998832.000000 Penalty: 83328.531250
Iteration 50Q: 37 clusters Score -1.539988e+08 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 30463 members 
Mstep: Class 3 contains 118117 members 
Mstep: Class 4 contains 16849 members 
Mstep: Class 5 contains 30415 members 
Mstep: Class 6 contains 26968 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 7081 members 
Mstep: Class 9 contains 195759 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 14169 members 
Mstep: Class 12 contains 75587 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 178308 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 68290 members 
Mstep: Class 18 contains 100811 members 
Mstep: Class 19 contains 128786 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 11453 members 
Mstep: Class 22 contains 35974 members 
Mstep: Class 23 contains 6676 members 
Mstep: Class 24 contains 105795 members 
Mstep: Class 25 contains 2533 members 
Mstep: Class 26 contains 25763 members 
Mstep: Class 27 contains 3158 members 
Mstep: Class 28 contains 7243 members 
Mstep: Class 29 contains 7409 members 
Mstep: Class 30 contains 50882 members 
Mstep: Class 31 contains 10701 members 
Mstep: Class 32 contains 23570 members 
Mstep: Class 33 contains 3281 members 
Mstep: Class 34 contains 6897 members 
Mstep: Class 35 contains 28531 members 
Mstep: Class 36 contains 158501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154001280.000000 Penalty: 83328.531250
Iteration 51Q: 37 clusters Score -1.540013e+08 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 30566 members 
Mstep: Class 3 contains 117979 members 
Mstep: Class 4 contains 17109 members 
Mstep: Class 5 contains 30665 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 12595 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 195732 members 
Mstep: Class 10 contains 13333 members 
Mstep: Class 11 contains 14253 members 
Mstep: Class 12 contains 75545 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 7779 members 
Mstep: Class 15 contains 177773 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 68255 members 
Mstep: Class 18 contains 100155 members 
Mstep: Class 19 contains 127717 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 12053 members 
Mstep: Class 22 contains 36106 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 105300 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 25778 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 7316 members 
Mstep: Class 29 contains 7449 members 
Mstep: Class 30 contains 51444 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 23620 members 
Mstep: Class 33 contains 3289 members 
Mstep: Class 34 contains 6909 members 
Mstep: Class 35 contains 28756 members 
Mstep: Class 36 contains 158344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154003088.000000 Penalty: 83328.531250
Iteration 52Q: 37 clusters Score -1.540031e+08 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 30692 members 
Mstep: Class 3 contains 117879 members 
Mstep: Class 4 contains 17357 members 
Mstep: Class 5 contains 30858 members 
Mstep: Class 6 contains 28018 members 
Mstep: Class 7 contains 12554 members 
Mstep: Class 8 contains 7161 members 
Mstep: Class 9 contains 195626 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 14330 members 
Mstep: Class 12 contains 75523 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 7793 members 
Mstep: Class 15 contains 177186 members 
Mstep: Class 16 contains 3742 members 
Mstep: Class 17 contains 68210 members 
Mstep: Class 18 contains 99565 members 
Mstep: Class 19 contains 126846 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 12664 members 
Mstep: Class 22 contains 36223 members 
Mstep: Class 23 contains 6892 members 
Mstep: Class 24 contains 104836 members 
Mstep: Class 25 contains 2616 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 3251 members 
Mstep: Class 28 contains 7409 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 51911 members 
Mstep: Class 31 contains 10230 members 
Mstep: Class 32 contains 23623 members 
Mstep: Class 33 contains 3291 members 
Mstep: Class 34 contains 6923 members 
Mstep: Class 35 contains 28935 members 
Mstep: Class 36 contains 158305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154004720.000000 Penalty: 83328.531250
Iteration 53Q: 37 clusters Score -1.540047e+08 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 30803 members 
Mstep: Class 3 contains 117762 members 
Mstep: Class 4 contains 17584 members 
Mstep: Class 5 contains 31051 members 
Mstep: Class 6 contains 28544 members 
Mstep: Class 7 contains 12512 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 195399 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 14405 members 
Mstep: Class 12 contains 75525 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 7807 members 
Mstep: Class 15 contains 176651 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 68198 members 
Mstep: Class 18 contains 99046 members 
Mstep: Class 19 contains 126057 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 36334 members 
Mstep: Class 23 contains 6985 members 
Mstep: Class 24 contains 104414 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 25804 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 7440 members 
Mstep: Class 29 contains 7535 members 
Mstep: Class 30 contains 52346 members 
Mstep: Class 31 contains 9980 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 3289 members 
Mstep: Class 34 contains 6926 members 
Mstep: Class 35 contains 29083 members 
Mstep: Class 36 contains 158304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154006272.000000 Penalty: 83328.531250
Iteration 54Q: 37 clusters Score -1.540063e+08 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 30864 members 
Mstep: Class 3 contains 117662 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 29028 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 7236 members 
Mstep: Class 9 contains 195162 members 
Mstep: Class 10 contains 13219 members 
Mstep: Class 11 contains 14477 members 
Mstep: Class 12 contains 75502 members 
Mstep: Class 13 contains 5145 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 176124 members 
Mstep: Class 16 contains 3776 members 
Mstep: Class 17 contains 68180 members 
Mstep: Class 18 contains 98564 members 
Mstep: Class 19 contains 125366 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 13783 members 
Mstep: Class 22 contains 36444 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 104029 members 
Mstep: Class 25 contains 2695 members 
Mstep: Class 26 contains 25859 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 7495 members 
Mstep: Class 29 contains 7583 members 
Mstep: Class 30 contains 52729 members 
Mstep: Class 31 contains 9767 members 
Mstep: Class 32 contains 23666 members 
Mstep: Class 33 contains 3273 members 
Mstep: Class 34 contains 6926 members 
Mstep: Class 35 contains 29222 members 
Mstep: Class 36 contains 158426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154007568.000000 Penalty: 83328.531250
Iteration 55Q: 37 clusters Score -1.540076e+08 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 30908 members 
Mstep: Class 3 contains 117592 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 31372 members 
Mstep: Class 6 contains 29470 members 
Mstep: Class 7 contains 12417 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 194927 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 14535 members 
Mstep: Class 12 contains 75485 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 175590 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 68186 members 
Mstep: Class 18 contains 98096 members 
Mstep: Class 19 contains 124718 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 36528 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 103663 members 
Mstep: Class 25 contains 2717 members 
Mstep: Class 26 contains 25868 members 
Mstep: Class 27 contains 3339 members 
Mstep: Class 28 contains 7531 members 
Mstep: Class 29 contains 7630 members 
Mstep: Class 30 contains 53107 members 
Mstep: Class 31 contains 9565 members 
Mstep: Class 32 contains 23681 members 
Mstep: Class 33 contains 3266 members 
Mstep: Class 34 contains 6927 members 
Mstep: Class 35 contains 29384 members 
Mstep: Class 36 contains 158638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154009264.000000 Penalty: 83328.531250
Iteration 56Q: 37 clusters Score -1.540093e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 30926 members 
Mstep: Class 3 contains 117556 members 
Mstep: Class 4 contains 18186 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 12372 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 194703 members 
Mstep: Class 10 contains 13160 members 
Mstep: Class 11 contains 14592 members 
Mstep: Class 12 contains 75475 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 175144 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 68200 members 
Mstep: Class 18 contains 97653 members 
Mstep: Class 19 contains 124125 members 
Mstep: Class 20 contains 4371 members 
Mstep: Class 21 contains 14613 members 
Mstep: Class 22 contains 36615 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 103305 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 25902 members 
Mstep: Class 27 contains 3359 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 7683 members 
Mstep: Class 30 contains 53448 members 
Mstep: Class 31 contains 9393 members 
Mstep: Class 32 contains 23708 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 6934 members 
Mstep: Class 35 contains 29521 members 
Mstep: Class 36 contains 158842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154009904.000000 Penalty: 83328.531250
Iteration 57Q: 37 clusters Score -1.540099e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 30961 members 
Mstep: Class 3 contains 117501 members 
Mstep: Class 4 contains 18331 members 
Mstep: Class 5 contains 31632 members 
Mstep: Class 6 contains 30261 members 
Mstep: Class 7 contains 12320 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 194492 members 
Mstep: Class 10 contains 13117 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 7829 members 
Mstep: Class 15 contains 174707 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 68202 members 
Mstep: Class 18 contains 97248 members 
Mstep: Class 19 contains 123588 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 36699 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 103003 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 25955 members 
Mstep: Class 27 contains 3384 members 
Mstep: Class 28 contains 7537 members 
Mstep: Class 29 contains 7741 members 
Mstep: Class 30 contains 53762 members 
Mstep: Class 31 contains 9254 members 
Mstep: Class 32 contains 23739 members 
Mstep: Class 33 contains 3234 members 
Mstep: Class 34 contains 6944 members 
Mstep: Class 35 contains 29646 members 
Mstep: Class 36 contains 158999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154010432.000000 Penalty: 83328.531250
Iteration 58Q: 37 clusters Score -1.540104e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 30997 members 
Mstep: Class 3 contains 117448 members 
Mstep: Class 4 contains 18463 members 
Mstep: Class 5 contains 31744 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 7 contains 12270 members 
Mstep: Class 8 contains 7435 members 
Mstep: Class 9 contains 194329 members 
Mstep: Class 10 contains 13092 members 
Mstep: Class 11 contains 14700 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 7825 members 
Mstep: Class 15 contains 174316 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 68209 members 
Mstep: Class 18 contains 96865 members 
Mstep: Class 19 contains 123082 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 15251 members 
Mstep: Class 22 contains 36810 members 
Mstep: Class 23 contains 7517 members 
Mstep: Class 24 contains 102726 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 26009 members 
Mstep: Class 27 contains 3407 members 
Mstep: Class 28 contains 7519 members 
Mstep: Class 29 contains 7795 members 
Mstep: Class 30 contains 54049 members 
Mstep: Class 31 contains 9106 members 
Mstep: Class 32 contains 23766 members 
Mstep: Class 33 contains 3218 members 
Mstep: Class 34 contains 6948 members 
Mstep: Class 35 contains 29752 members 
Mstep: Class 36 contains 159191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154011440.000000 Penalty: 83328.531250
Iteration 59Q: 37 clusters Score -1.540114e+08 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 31045 members 
Mstep: Class 3 contains 117408 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 5 contains 31825 members 
Mstep: Class 6 contains 30903 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 7475 members 
Mstep: Class 9 contains 194209 members 
Mstep: Class 10 contains 13057 members 
Mstep: Class 11 contains 14740 members 
Mstep: Class 12 contains 75492 members 
Mstep: Class 13 contains 5169 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 173963 members 
Mstep: Class 16 contains 3784 members 
Mstep: Class 17 contains 68212 members 
Mstep: Class 18 contains 96515 members 
Mstep: Class 19 contains 122633 members 
Mstep: Class 20 contains 4414 members 
Mstep: Class 21 contains 15519 members 
Mstep: Class 22 contains 36920 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 102496 members 
Mstep: Class 25 contains 2810 members 
Mstep: Class 26 contains 26066 members 
Mstep: Class 27 contains 3420 members 
Mstep: Class 28 contains 7544 members 
Mstep: Class 29 contains 7833 members 
Mstep: Class 30 contains 54310 members 
Mstep: Class 31 contains 8952 members 
Mstep: Class 32 contains 23784 members 
Mstep: Class 33 contains 3203 members 
Mstep: Class 34 contains 6950 members 
Mstep: Class 35 contains 29840 members 
Mstep: Class 36 contains 159372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154012912.000000 Penalty: 83328.531250
Iteration 60F: 37 clusters Score -1.540129e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 31105 members 
Mstep: Class 3 contains 117371 members 
Mstep: Class 4 contains 18660 members 
Mstep: Class 5 contains 31916 members 
Mstep: Class 6 contains 31207 members 
Mstep: Class 7 contains 12163 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 194073 members 
Mstep: Class 10 contains 13028 members 
Mstep: Class 11 contains 14784 members 
Mstep: Class 12 contains 75489 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 7812 members 
Mstep: Class 15 contains 173736 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 68173 members 
Mstep: Class 18 contains 96215 members 
Mstep: Class 19 contains 122224 members 
Mstep: Class 20 contains 4562 members 
Mstep: Class 21 contains 16647 members 
Mstep: Class 22 contains 37015 members 
Mstep: Class 23 contains 7649 members 
Mstep: Class 24 contains 102303 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 26073 members 
Mstep: Class 27 contains 3444 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 7872 members 
Mstep: Class 30 contains 54560 members 
Mstep: Class 31 contains 8775 members 
Mstep: Class 32 contains 23613 members 
Mstep: Class 33 contains 3196 members 
Mstep: Class 34 contains 6958 members 
Mstep: Class 35 contains 29914 members 
Mstep: Class 36 contains 158633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154014128.000000 Penalty: 83328.531250
Iteration 61Q: 37 clusters Score -1.540141e+08 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 31148 members 
Mstep: Class 3 contains 117332 members 
Mstep: Class 4 contains 18744 members 
Mstep: Class 5 contains 31995 members 
Mstep: Class 6 contains 31489 members 
Mstep: Class 7 contains 12133 members 
Mstep: Class 8 contains 7548 members 
Mstep: Class 9 contains 193864 members 
Mstep: Class 10 contains 13009 members 
Mstep: Class 11 contains 14819 members 
Mstep: Class 12 contains 75493 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 7804 members 
Mstep: Class 15 contains 173645 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 68136 members 
Mstep: Class 18 contains 95941 members 
Mstep: Class 19 contains 121871 members 
Mstep: Class 20 contains 4651 members 
Mstep: Class 21 contains 17747 members 
Mstep: Class 22 contains 37063 members 
Mstep: Class 23 contains 7700 members 
Mstep: Class 24 contains 102104 members 
Mstep: Class 25 contains 2842 members 
Mstep: Class 26 contains 26089 members 
Mstep: Class 27 contains 3469 members 
Mstep: Class 28 contains 7607 members 
Mstep: Class 29 contains 7909 members 
Mstep: Class 30 contains 54787 members 
Mstep: Class 31 contains 8615 members 
Mstep: Class 32 contains 23418 members 
Mstep: Class 33 contains 3192 members 
Mstep: Class 34 contains 6962 members 
Mstep: Class 35 contains 29982 members 
Mstep: Class 36 contains 157945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154015648.000000 Penalty: 83328.531250
Iteration 62Q: 37 clusters Score -1.540156e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 31180 members 
Mstep: Class 3 contains 117295 members 
Mstep: Class 4 contains 18843 members 
Mstep: Class 5 contains 32080 members 
Mstep: Class 6 contains 31744 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 193636 members 
Mstep: Class 10 contains 12991 members 
Mstep: Class 11 contains 14845 members 
Mstep: Class 12 contains 75495 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 7796 members 
Mstep: Class 15 contains 173486 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 68114 members 
Mstep: Class 18 contains 95667 members 
Mstep: Class 19 contains 121531 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 18822 members 
Mstep: Class 22 contains 37105 members 
Mstep: Class 23 contains 7743 members 
Mstep: Class 24 contains 101930 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 26119 members 
Mstep: Class 27 contains 3482 members 
Mstep: Class 28 contains 7602 members 
Mstep: Class 29 contains 7944 members 
Mstep: Class 30 contains 55016 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 23219 members 
Mstep: Class 33 contains 3194 members 
Mstep: Class 34 contains 6968 members 
Mstep: Class 35 contains 30032 members 
Mstep: Class 36 contains 157390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017040.000000 Penalty: 83328.531250
Iteration 63Q: 37 clusters Score -1.54017e+08 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 31242 members 
Mstep: Class 3 contains 117250 members 
Mstep: Class 4 contains 18931 members 
Mstep: Class 5 contains 32142 members 
Mstep: Class 6 contains 31976 members 
Mstep: Class 7 contains 12081 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 193386 members 
Mstep: Class 10 contains 12984 members 
Mstep: Class 11 contains 14870 members 
Mstep: Class 12 contains 75464 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 7789 members 
Mstep: Class 15 contains 173278 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 68088 members 
Mstep: Class 18 contains 95356 members 
Mstep: Class 19 contains 121178 members 
Mstep: Class 20 contains 4802 members 
Mstep: Class 21 contains 19845 members 
Mstep: Class 22 contains 37165 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 101761 members 
Mstep: Class 25 contains 2874 members 
Mstep: Class 26 contains 26164 members 
Mstep: Class 27 contains 3501 members 
Mstep: Class 28 contains 7618 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 55254 members 
Mstep: Class 31 contains 8369 members 
Mstep: Class 32 contains 23040 members 
Mstep: Class 33 contains 3188 members 
Mstep: Class 34 contains 6974 members 
Mstep: Class 35 contains 30064 members 
Mstep: Class 36 contains 157036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154018448.000000 Penalty: 83328.531250
Iteration 64Q: 37 clusters Score -1.540184e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 31301 members 
Mstep: Class 3 contains 117218 members 
Mstep: Class 4 contains 19004 members 
Mstep: Class 5 contains 32194 members 
Mstep: Class 6 contains 32157 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 193144 members 
Mstep: Class 10 contains 12971 members 
Mstep: Class 11 contains 14887 members 
Mstep: Class 12 contains 75421 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 7788 members 
Mstep: Class 15 contains 173035 members 
Mstep: Class 16 contains 3735 members 
Mstep: Class 17 contains 68059 members 
Mstep: Class 18 contains 95065 members 
Mstep: Class 19 contains 120926 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 20852 members 
Mstep: Class 22 contains 37210 members 
Mstep: Class 23 contains 7827 members 
Mstep: Class 24 contains 101591 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 26214 members 
Mstep: Class 27 contains 3520 members 
Mstep: Class 28 contains 7637 members 
Mstep: Class 29 contains 8017 members 
Mstep: Class 30 contains 55437 members 
Mstep: Class 31 contains 8257 members 
Mstep: Class 32 contains 22878 members 
Mstep: Class 33 contains 3182 members 
Mstep: Class 34 contains 6976 members 
Mstep: Class 35 contains 30093 members 
Mstep: Class 36 contains 156745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154019168.000000 Penalty: 83328.531250
Iteration 65Q: 37 clusters Score -1.540192e+08 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 31382 members 
Mstep: Class 3 contains 117166 members 
Mstep: Class 4 contains 19077 members 
Mstep: Class 5 contains 32244 members 
Mstep: Class 6 contains 32312 members 
Mstep: Class 7 contains 12015 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 192897 members 
Mstep: Class 10 contains 12964 members 
Mstep: Class 11 contains 14902 members 
Mstep: Class 12 contains 75362 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 172721 members 
Mstep: Class 16 contains 3727 members 
Mstep: Class 17 contains 68037 members 
Mstep: Class 18 contains 94772 members 
Mstep: Class 19 contains 120706 members 
Mstep: Class 20 contains 4912 members 
Mstep: Class 21 contains 21790 members 
Mstep: Class 22 contains 37256 members 
Mstep: Class 23 contains 7856 members 
Mstep: Class 24 contains 101413 members 
Mstep: Class 25 contains 2897 members 
Mstep: Class 26 contains 26248 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 7670 members 
Mstep: Class 29 contains 8061 members 
Mstep: Class 30 contains 55600 members 
Mstep: Class 31 contains 8158 members 
Mstep: Class 32 contains 22703 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 6979 members 
Mstep: Class 35 contains 30131 members 
Mstep: Class 36 contains 156659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154019936.000000 Penalty: 83328.531250
Iteration 66Q: 37 clusters Score -1.540199e+08 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 31448 members 
Mstep: Class 3 contains 117137 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 32273 members 
Mstep: Class 6 contains 32433 members 
Mstep: Class 7 contains 11968 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 192722 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 14915 members 
Mstep: Class 12 contains 75321 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 172398 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 68004 members 
Mstep: Class 18 contains 94487 members 
Mstep: Class 19 contains 120529 members 
Mstep: Class 20 contains 4955 members 
Mstep: Class 21 contains 22645 members 
Mstep: Class 22 contains 37300 members 
Mstep: Class 23 contains 7890 members 
Mstep: Class 24 contains 101237 members 
Mstep: Class 25 contains 2909 members 
Mstep: Class 26 contains 26285 members 
Mstep: Class 27 contains 3546 members 
Mstep: Class 28 contains 7691 members 
Mstep: Class 29 contains 8103 members 
Mstep: Class 30 contains 55739 members 
Mstep: Class 31 contains 8070 members 
Mstep: Class 32 contains 22547 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30175 members 
Mstep: Class 36 contains 156619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154021376.000000 Penalty: 83328.531250
Iteration 67Q: 37 clusters Score -1.540214e+08 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 31513 members 
Mstep: Class 3 contains 117107 members 
Mstep: Class 4 contains 19203 members 
Mstep: Class 5 contains 32301 members 
Mstep: Class 6 contains 32544 members 
Mstep: Class 7 contains 11933 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 192491 members 
Mstep: Class 10 contains 12924 members 
Mstep: Class 11 contains 14926 members 
Mstep: Class 12 contains 75304 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 7750 members 
Mstep: Class 15 contains 172066 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 67982 members 
Mstep: Class 18 contains 94235 members 
Mstep: Class 19 contains 120371 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 23432 members 
Mstep: Class 22 contains 37332 members 
Mstep: Class 23 contains 7921 members 
Mstep: Class 24 contains 101086 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 26317 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 7728 members 
Mstep: Class 29 contains 8147 members 
Mstep: Class 30 contains 55866 members 
Mstep: Class 31 contains 8009 members 
Mstep: Class 32 contains 22414 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30197 members 
Mstep: Class 36 contains 156645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154022256.000000 Penalty: 83328.531250
Iteration 68Q: 37 clusters Score -1.540223e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 31566 members 
Mstep: Class 3 contains 117094 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 32323 members 
Mstep: Class 6 contains 32617 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 7688 members 
Mstep: Class 9 contains 192300 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 14939 members 
Mstep: Class 12 contains 75281 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 7754 members 
Mstep: Class 15 contains 171800 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 67947 members 
Mstep: Class 18 contains 94037 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 24168 members 
Mstep: Class 22 contains 37364 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 100937 members 
Mstep: Class 25 contains 2943 members 
Mstep: Class 26 contains 26357 members 
Mstep: Class 27 contains 3574 members 
Mstep: Class 28 contains 7754 members 
Mstep: Class 29 contains 8179 members 
Mstep: Class 30 contains 55970 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 22293 members 
Mstep: Class 33 contains 3184 members 
Mstep: Class 34 contains 6986 members 
Mstep: Class 35 contains 30215 members 
Mstep: Class 36 contains 156578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154023824.000000 Penalty: 83328.531250
Iteration 69Q: 37 clusters Score -1.540238e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 31607 members 
Mstep: Class 3 contains 117070 members 
Mstep: Class 4 contains 19332 members 
Mstep: Class 5 contains 32349 members 
Mstep: Class 6 contains 32705 members 
Mstep: Class 7 contains 11890 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 192143 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 14946 members 
Mstep: Class 12 contains 75270 members 
Mstep: Class 13 contains 5089 members 
Mstep: Class 14 contains 7763 members 
Mstep: Class 15 contains 171495 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 67905 members 
Mstep: Class 18 contains 93849 members 
Mstep: Class 19 contains 120095 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 24859 members 
Mstep: Class 22 contains 37386 members 
Mstep: Class 23 contains 7974 members 
Mstep: Class 24 contains 100788 members 
Mstep: Class 25 contains 2952 members 
Mstep: Class 26 contains 26397 members 
Mstep: Class 27 contains 3584 members 
Mstep: Class 28 contains 7759 members 
Mstep: Class 29 contains 8200 members 
Mstep: Class 30 contains 56079 members 
Mstep: Class 31 contains 7877 members 
Mstep: Class 32 contains 22155 members 
Mstep: Class 33 contains 3186 members 
Mstep: Class 34 contains 6988 members 
Mstep: Class 35 contains 30226 members 
Mstep: Class 36 contains 156610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154024512.000000 Penalty: 83328.531250
Iteration 70Q: 37 clusters Score -1.540245e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 31653 members 
Mstep: Class 3 contains 117039 members 
Mstep: Class 4 contains 19389 members 
Mstep: Class 5 contains 32385 members 
Mstep: Class 6 contains 32780 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 191993 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 11 contains 14952 members 
Mstep: Class 12 contains 75235 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 7777 members 
Mstep: Class 15 contains 171252 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 67859 members 
Mstep: Class 18 contains 93668 members 
Mstep: Class 19 contains 119979 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 25512 members 
Mstep: Class 22 contains 37402 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 100666 members 
Mstep: Class 25 contains 2955 members 
Mstep: Class 26 contains 26414 members 
Mstep: Class 27 contains 3595 members 
Mstep: Class 28 contains 7779 members 
Mstep: Class 29 contains 8212 members 
Mstep: Class 30 contains 56176 members 
Mstep: Class 31 contains 7821 members 
Mstep: Class 32 contains 22009 members 
Mstep: Class 33 contains 3189 members 
Mstep: Class 34 contains 6988 members 
Mstep: Class 35 contains 30219 members 
Mstep: Class 36 contains 156660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154024896.000000 Penalty: 83328.531250
Iteration 71Q: 37 clusters Score -1.540249e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 31694 members 
Mstep: Class 3 contains 117017 members 
Mstep: Class 4 contains 19442 members 
Mstep: Class 5 contains 32411 members 
Mstep: Class 6 contains 32842 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 191855 members 
Mstep: Class 10 contains 12878 members 
Mstep: Class 11 contains 14953 members 
Mstep: Class 12 contains 75197 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 7786 members 
Mstep: Class 15 contains 171032 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 67810 members 
Mstep: Class 18 contains 93476 members 
Mstep: Class 19 contains 119869 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 26189 members 
Mstep: Class 22 contains 37427 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 100556 members 
Mstep: Class 25 contains 2960 members 
Mstep: Class 26 contains 26417 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 7794 members 
Mstep: Class 29 contains 8229 members 
Mstep: Class 30 contains 56257 members 
Mstep: Class 31 contains 7764 members 
Mstep: Class 32 contains 21889 members 
Mstep: Class 33 contains 3197 members 
Mstep: Class 34 contains 6990 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025760.000000 Penalty: 83328.531250
Iteration 72Q: 37 clusters Score -1.540258e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 31732 members 
Mstep: Class 3 contains 116975 members 
Mstep: Class 4 contains 19492 members 
Mstep: Class 5 contains 32430 members 
Mstep: Class 6 contains 32918 members 
Mstep: Class 7 contains 11822 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 191701 members 
Mstep: Class 10 contains 12867 members 
Mstep: Class 11 contains 14958 members 
Mstep: Class 12 contains 75166 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 7809 members 
Mstep: Class 15 contains 170842 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 67770 members 
Mstep: Class 18 contains 93271 members 
Mstep: Class 19 contains 119788 members 
Mstep: Class 20 contains 4992 members 
Mstep: Class 21 contains 26843 members 
Mstep: Class 22 contains 37446 members 
Mstep: Class 23 contains 8031 members 
Mstep: Class 24 contains 100447 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 26439 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 7794 members 
Mstep: Class 29 contains 8249 members 
Mstep: Class 30 contains 56336 members 
Mstep: Class 31 contains 7722 members 
Mstep: Class 32 contains 21756 members 
Mstep: Class 33 contains 3203 members 
Mstep: Class 34 contains 6993 members 
Mstep: Class 35 contains 30195 members 
Mstep: Class 36 contains 156671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025664.000000 Penalty: 83328.531250
Iteration 73Q: 37 clusters Score -1.540257e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 31773 members 
Mstep: Class 3 contains 116948 members 
Mstep: Class 4 contains 19528 members 
Mstep: Class 5 contains 32447 members 
Mstep: Class 6 contains 32980 members 
Mstep: Class 7 contains 11801 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 191556 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 75139 members 
Mstep: Class 13 contains 4976 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 170721 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 67732 members 
Mstep: Class 18 contains 93072 members 
Mstep: Class 19 contains 119720 members 
Mstep: Class 20 contains 5007 members 
Mstep: Class 21 contains 27432 members 
Mstep: Class 22 contains 37468 members 
Mstep: Class 23 contains 8044 members 
Mstep: Class 24 contains 100354 members 
Mstep: Class 25 contains 2972 members 
Mstep: Class 26 contains 26454 members 
Mstep: Class 27 contains 3617 members 
Mstep: Class 28 contains 7796 members 
Mstep: Class 29 contains 8269 members 
Mstep: Class 30 contains 56400 members 
Mstep: Class 31 contains 7676 members 
Mstep: Class 32 contains 21609 members 
Mstep: Class 33 contains 3210 members 
Mstep: Class 34 contains 6995 members 
Mstep: Class 35 contains 30199 members 
Mstep: Class 36 contains 156661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154025904.000000 Penalty: 83328.531250
Iteration 74Q: 37 clusters Score -1.540259e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 31803 members 
Mstep: Class 3 contains 116933 members 
Mstep: Class 4 contains 19561 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 33059 members 
Mstep: Class 7 contains 11780 members 
Mstep: Class 8 contains 7777 members 
Mstep: Class 9 contains 191392 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 14969 members 
Mstep: Class 12 contains 75132 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7834 members 
Mstep: Class 15 contains 170624 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 67693 members 
Mstep: Class 18 contains 92875 members 
Mstep: Class 19 contains 119658 members 
Mstep: Class 20 contains 5013 members 
Mstep: Class 21 contains 27959 members 
Mstep: Class 22 contains 37486 members 
Mstep: Class 23 contains 8062 members 
Mstep: Class 24 contains 100279 members 
Mstep: Class 25 contains 2974 members 
Mstep: Class 26 contains 26475 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 7800 members 
Mstep: Class 29 contains 8281 members 
Mstep: Class 30 contains 56467 members 
Mstep: Class 31 contains 7635 members 
Mstep: Class 32 contains 21485 members 
Mstep: Class 33 contains 3211 members 
Mstep: Class 34 contains 6996 members 
Mstep: Class 35 contains 30201 members 
Mstep: Class 36 contains 156660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026384.000000 Penalty: 83328.531250
Iteration 75Q: 37 clusters Score -1.540264e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 31833 members 
Mstep: Class 3 contains 116913 members 
Mstep: Class 4 contains 19590 members 
Mstep: Class 5 contains 32467 members 
Mstep: Class 6 contains 33097 members 
Mstep: Class 7 contains 11761 members 
Mstep: Class 8 contains 7781 members 
Mstep: Class 9 contains 191258 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 11 contains 14967 members 
Mstep: Class 12 contains 75097 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 170577 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 67661 members 
Mstep: Class 18 contains 92658 members 
Mstep: Class 19 contains 119610 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 28490 members 
Mstep: Class 22 contains 37505 members 
Mstep: Class 23 contains 8084 members 
Mstep: Class 24 contains 100198 members 
Mstep: Class 25 contains 2980 members 
Mstep: Class 26 contains 26494 members 
Mstep: Class 27 contains 3643 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 8287 members 
Mstep: Class 30 contains 56526 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 21373 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30199 members 
Mstep: Class 36 contains 156616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026704.000000 Penalty: 83328.531250
Iteration 76Q: 37 clusters Score -1.540267e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 31857 members 
Mstep: Class 3 contains 116916 members 
Mstep: Class 4 contains 19624 members 
Mstep: Class 5 contains 32471 members 
Mstep: Class 6 contains 33163 members 
Mstep: Class 7 contains 11746 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 191131 members 
Mstep: Class 10 contains 12800 members 
Mstep: Class 11 contains 14963 members 
Mstep: Class 12 contains 75062 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 7876 members 
Mstep: Class 15 contains 170547 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 67628 members 
Mstep: Class 18 contains 92447 members 
Mstep: Class 19 contains 119577 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 28961 members 
Mstep: Class 22 contains 37532 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 100140 members 
Mstep: Class 25 contains 2980 members 
Mstep: Class 26 contains 26501 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 7805 members 
Mstep: Class 29 contains 8299 members 
Mstep: Class 30 contains 56581 members 
Mstep: Class 31 contains 7561 members 
Mstep: Class 32 contains 21266 members 
Mstep: Class 33 contains 3217 members 
Mstep: Class 34 contains 6999 members 
Mstep: Class 35 contains 30205 members 
Mstep: Class 36 contains 156544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154027184.000000 Penalty: 83328.531250
Iteration 77Q: 37 clusters Score -1.540272e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 31879 members 
Mstep: Class 3 contains 116922 members 
Mstep: Class 4 contains 19656 members 
Mstep: Class 5 contains 32466 members 
Mstep: Class 6 contains 33226 members 
Mstep: Class 7 contains 11735 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 190993 members 
Mstep: Class 10 contains 12795 members 
Mstep: Class 11 contains 14961 members 
Mstep: Class 12 contains 75048 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 170465 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 67598 members 
Mstep: Class 18 contains 92226 members 
Mstep: Class 19 contains 119547 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 29402 members 
Mstep: Class 22 contains 37556 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 100087 members 
Mstep: Class 25 contains 2980 members 
Mstep: Class 26 contains 26515 members 
Mstep: Class 27 contains 3659 members 
Mstep: Class 28 contains 7800 members 
Mstep: Class 29 contains 8305 members 
Mstep: Class 30 contains 56628 members 
Mstep: Class 31 contains 7534 members 
Mstep: Class 32 contains 21171 members 
Mstep: Class 33 contains 3219 members 
Mstep: Class 34 contains 6998 members 
Mstep: Class 35 contains 30209 members 
Mstep: Class 36 contains 156563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154026960.000000 Penalty: 83328.531250
Iteration 78Q: 37 clusters Score -1.54027e+08 nChanged 2806
Entering ConstructFrom: 
Score: -154026960.000000 Penalty: 83328.531250
Entering ConstructFrom: 
Trying to split cluster 1 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -1012137.312500 Penalty: 1491.361694
	Iteration 0F: 2 clusters Score -1012137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1005210.312500 Penalty: 2982.723389
	Iteration 0F: 3 clusters Score -1005210 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1007677.437500 Penalty: 2982.723389
	Iteration 1F: 3 clusters Score -1007677 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1008391.000000 Penalty: 2982.723389
	Iteration 2F: 3 clusters Score -1008391 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1009129.875000 Penalty: 2982.723389
	Iteration 3F: 3 clusters Score -1009130 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1009733.687500 Penalty: 2982.723389
	Iteration 4F: 3 clusters Score -1009734 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1010188.562500 Penalty: 2982.723389
	Iteration 5F: 3 clusters Score -1010189 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1010498.500000 Penalty: 2982.723389
	Iteration 6Q: 3 clusters Score -1010498 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1010684.312500 Penalty: 2982.723389
	Iteration 7Q: 3 clusters Score -1010684 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1010806.250000 Penalty: 2982.723389
	Iteration 8Q: 3 clusters Score -1010806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1010870.375000 Penalty: 2982.723389
	Iteration 9Q: 3 clusters Score -1010870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1010912.562500 Penalty: 2982.723389
	Iteration 10Q: 3 clusters Score -1010913 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1010942.562500 Penalty: 2982.723389
	Iteration 11Q: 3 clusters Score -1010943 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1010973.687500 Penalty: 2982.723389
	Iteration 12Q: 3 clusters Score -1010974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1011007.250000 Penalty: 2982.723389
	Iteration 13Q: 3 clusters Score -1011007 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1011047.125000 Penalty: 2982.723389
	Iteration 14Q: 3 clusters Score -1011047 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1011096.500000 Penalty: 2982.723389
	Iteration 15Q: 3 clusters Score -1011096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1011154.500000 Penalty: 2982.723389
	Iteration 16Q: 3 clusters Score -1011154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1011246.187500 Penalty: 2982.723389
	Iteration 17Q: 3 clusters Score -1011246 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1011374.187500 Penalty: 2982.723389
	Iteration 18Q: 3 clusters Score -1011374 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1011508.375000 Penalty: 2982.723389
	Iteration 19Q: 3 clusters Score -1011508 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1011632.000000 Penalty: 2982.723389
	Iteration 20F: 3 clusters Score -1011632 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1011738.062500 Penalty: 2982.723389
	Iteration 21Q: 3 clusters Score -1011738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1011831.937500 Penalty: 2982.723389
	Iteration 22Q: 3 clusters Score -1011832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1011918.812500 Penalty: 2982.723389
	Iteration 23Q: 3 clusters Score -1011919 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1012015.750000 Penalty: 2982.723389
	Iteration 24Q: 3 clusters Score -1012016 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1012091.187500 Penalty: 2982.723389
	Iteration 25Q: 3 clusters Score -1012091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1012127.187500 Penalty: 2982.723389
	Iteration 26Q: 3 clusters Score -1012127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1012148.562500 Penalty: 2982.723389
	Iteration 27Q: 3 clusters Score -1012149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1012159.000000 Penalty: 2982.723389
	Iteration 28Q: 3 clusters Score -1012159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1012172.250000 Penalty: 2982.723389
	Iteration 29Q: 3 clusters Score -1012172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1012171.500000 Penalty: 2982.723389
	Iteration 30Q: 3 clusters Score -1012172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1012176.062500 Penalty: 2982.723389
	Iteration 31Q: 3 clusters Score -1012176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1012179.750000 Penalty: 2982.723389
	Iteration 32Q: 3 clusters Score -1012180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1012178.062500 Penalty: 2982.723389
	Iteration 33Q: 3 clusters Score -1012178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1012177.437500 Penalty: 2982.723389
	Iteration 34Q: 3 clusters Score -1012177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1012177.437500 Penalty: 2982.723389
	Iteration 35Q: 3 clusters Score -1012177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1012177.625000 Penalty: 2982.723389
	Iteration 36Q: 3 clusters Score -1012178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1012178.437500 Penalty: 2982.723389
	Iteration 37Q: 3 clusters Score -1012178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1012178.312500 Penalty: 2982.723389
	Iteration 38Q: 3 clusters Score -1012178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1012178.312500 Penalty: 2982.723389
	Iteration 39F: 3 clusters Score -1012178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 170395 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 5693 members 
Entering Unmasked Estep 
Score: -154026480.000000 Penalty: 85643.210938
Splitting cluster 1 changes total score from -154026960.000000 to -154026480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (31894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Entering Unmasked Estep 
Score: -3281931.750000 Penalty: 1685.153198
	Iteration 0F: 2 clusters Score -3281932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3260655.250000 Penalty: 3370.306396
	Iteration 0F: 3 clusters Score -3260655 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3269219.250000 Penalty: 3370.306396
	Iteration 1F: 3 clusters Score -3269219 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3269929.250000 Penalty: 3370.306396
	Iteration 2F: 3 clusters Score -3269929 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3270733.750000 Penalty: 3370.306396
	Iteration 3F: 3 clusters Score -3270734 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3271605.750000 Penalty: 3370.306396
	Iteration 4F: 3 clusters Score -3271606 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3272387.750000 Penalty: 3370.306396
	Iteration 5F: 3 clusters Score -3272388 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3273097.000000 Penalty: 3370.306396
	Iteration 6F: 3 clusters Score -3273097 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3273613.750000 Penalty: 3370.306396
	Iteration 7Q: 3 clusters Score -3273614 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3274017.000000 Penalty: 3370.306396
	Iteration 8Q: 3 clusters Score -3274017 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3274340.250000 Penalty: 3370.306396
	Iteration 9Q: 3 clusters Score -3274340 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3274640.250000 Penalty: 3370.306396
	Iteration 10Q: 3 clusters Score -3274640 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3274884.500000 Penalty: 3370.306396
	Iteration 11Q: 3 clusters Score -3274884 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3275111.000000 Penalty: 3370.306396
	Iteration 12Q: 3 clusters Score -3275111 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3275392.500000 Penalty: 3370.306396
	Iteration 13Q: 3 clusters Score -3275392 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3275745.000000 Penalty: 3370.306396
	Iteration 14Q: 3 clusters Score -3275745 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3276097.250000 Penalty: 3370.306396
	Iteration 15Q: 3 clusters Score -3276097 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3276500.500000 Penalty: 3370.306396
	Iteration 16Q: 3 clusters Score -3276500 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3276976.500000 Penalty: 3370.306396
	Iteration 17Q: 3 clusters Score -3276976 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3277499.500000 Penalty: 3370.306396
	Iteration 18Q: 3 clusters Score -3277500 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3278107.000000 Penalty: 3370.306396
	Iteration 19Q: 3 clusters Score -3278107 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3278733.000000 Penalty: 3370.306396
	Iteration 20F: 3 clusters Score -3278733 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3279290.250000 Penalty: 3370.306396
	Iteration 21Q: 3 clusters Score -3279290 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3279800.750000 Penalty: 3370.306396
	Iteration 22Q: 3 clusters Score -3279801 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3280167.500000 Penalty: 3370.306396
	Iteration 23Q: 3 clusters Score -3280168 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3280387.750000 Penalty: 3370.306396
	Iteration 24Q: 3 clusters Score -3280388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3280523.250000 Penalty: 3370.306396
	Iteration 25Q: 3 clusters Score -3280523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3280606.750000 Penalty: 3370.306396
	Iteration 26Q: 3 clusters Score -3280607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3280665.250000 Penalty: 3370.306396
	Iteration 27Q: 3 clusters Score -3280665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3280698.250000 Penalty: 3370.306396
	Iteration 28Q: 3 clusters Score -3280698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3280710.250000 Penalty: 3370.306396
	Iteration 29Q: 3 clusters Score -3280710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3280714.250000 Penalty: 3370.306396
	Iteration 30Q: 3 clusters Score -3280714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3280730.750000 Penalty: 3370.306396
	Iteration 31Q: 3 clusters Score -3280731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3280735.750000 Penalty: 3370.306396
	Iteration 32Q: 3 clusters Score -3280736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3280746.000000 Penalty: 3370.306396
	Iteration 33Q: 3 clusters Score -3280746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3280755.500000 Penalty: 3370.306396
	Iteration 34Q: 3 clusters Score -3280756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3280762.750000 Penalty: 3370.306396
	Iteration 35Q: 3 clusters Score -3280763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3280768.250000 Penalty: 3370.306396
	Iteration 36Q: 3 clusters Score -3280768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3280771.500000 Penalty: 3370.306396
	Iteration 37Q: 3 clusters Score -3280772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3280776.000000 Penalty: 3370.306396
	Iteration 38Q: 3 clusters Score -3280776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3280781.750000 Penalty: 3370.306396
	Iteration 39Q: 3 clusters Score -3280782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3280783.500000 Penalty: 3370.306396
	Iteration 40F: 3 clusters Score -3280784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3280789.500000 Penalty: 3370.306396
	Iteration 41Q: 3 clusters Score -3280790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3280791.750000 Penalty: 3370.306396
	Iteration 42Q: 3 clusters Score -3280792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3280800.750000 Penalty: 3370.306396
	Iteration 43Q: 3 clusters Score -3280801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3280800.750000 Penalty: 3370.306396
	Iteration 44Q: 3 clusters Score -3280801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3280805.750000 Penalty: 3370.306396
	Iteration 45Q: 3 clusters Score -3280806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3280806.750000 Penalty: 3370.306396
	Iteration 46Q: 3 clusters Score -3280807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3280810.000000 Penalty: 3370.306396
	Iteration 47Q: 3 clusters Score -3280810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3280810.000000 Penalty: 3370.306396
	Iteration 48F: 3 clusters Score -3280810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Entering Unmasked Estep 
Score: -12225943.000000 Penalty: 1896.235718
	Iteration 0F: 2 clusters Score -1.222594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -12148111.000000 Penalty: 3792.471436
	Iteration 0F: 3 clusters Score -1.214811e+07 nChanged 56192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -12182412.000000 Penalty: 3792.471436
	Iteration 1F: 3 clusters Score -1.218241e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -12185189.000000 Penalty: 3792.471436
	Iteration 2F: 3 clusters Score -1.218519e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -12189144.000000 Penalty: 3792.471436
	Iteration 3F: 3 clusters Score -1.218914e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -12194663.000000 Penalty: 3792.471436
	Iteration 4F: 3 clusters Score -1.219466e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -12200374.000000 Penalty: 3792.471436
	Iteration 5F: 3 clusters Score -1.220037e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -12205425.000000 Penalty: 3792.471436
	Iteration 6F: 3 clusters Score -1.220542e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -12209572.000000 Penalty: 3792.471436
	Iteration 7F: 3 clusters Score -1.220957e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -12213464.000000 Penalty: 3792.471436
	Iteration 8Q: 3 clusters Score -1.221346e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -12216952.000000 Penalty: 3792.471436
	Iteration 9Q: 3 clusters Score -1.221695e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -12219752.000000 Penalty: 3792.471436
	Iteration 10Q: 3 clusters Score -1.221975e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -12221623.000000 Penalty: 3792.471436
	Iteration 11Q: 3 clusters Score -1.222162e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -12222884.000000 Penalty: 3792.471436
	Iteration 12Q: 3 clusters Score -1.222288e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -12223608.000000 Penalty: 3792.471436
	Iteration 13Q: 3 clusters Score -1.222361e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -12224017.000000 Penalty: 3792.471436
	Iteration 14Q: 3 clusters Score -1.222402e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -12224328.000000 Penalty: 3792.471436
	Iteration 15Q: 3 clusters Score -1.222433e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 114216 members 
Entering Unmasked Estep 
Score: -12224500.000000 Penalty: 3792.471436
	Iteration 16Q: 3 clusters Score -1.22245e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -12224605.000000 Penalty: 3792.471436
	Iteration 17Q: 3 clusters Score -1.22246e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -12224677.000000 Penalty: 3792.471436
	Iteration 18Q: 3 clusters Score -1.222468e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -12224741.000000 Penalty: 3792.471436
	Iteration 19Q: 3 clusters Score -1.222474e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 114862 members 
Entering Unmasked Estep 
Score: -12224786.000000 Penalty: 3792.471436
	Iteration 20F: 3 clusters Score -1.222479e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -12224827.000000 Penalty: 3792.471436
	Iteration 21Q: 3 clusters Score -1.222483e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 115001 members 
Entering Unmasked Estep 
Score: -12224854.000000 Penalty: 3792.471436
	Iteration 22Q: 3 clusters Score -1.222485e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -12224883.000000 Penalty: 3792.471436
	Iteration 23Q: 3 clusters Score -1.222488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -12224904.000000 Penalty: 3792.471436
	Iteration 24Q: 3 clusters Score -1.22249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -12224924.000000 Penalty: 3792.471436
	Iteration 25Q: 3 clusters Score -1.222492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 115109 members 
Entering Unmasked Estep 
Score: -12224933.000000 Penalty: 3792.471436
	Iteration 26Q: 3 clusters Score -1.222493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -12224944.000000 Penalty: 3792.471436
	Iteration 27Q: 3 clusters Score -1.222494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 115145 members 
Entering Unmasked Estep 
Score: -12224923.000000 Penalty: 3792.471436
	Iteration 28Q: 3 clusters Score -1.222492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -12224945.000000 Penalty: 3792.471436
	Iteration 29Q: 3 clusters Score -1.222494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -12224949.000000 Penalty: 3792.471436
	Iteration 30Q: 3 clusters Score -1.222495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -12224952.000000 Penalty: 3792.471436
	Iteration 31Q: 3 clusters Score -1.222495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -12224943.000000 Penalty: 3792.471436
	Iteration 32Q: 3 clusters Score -1.222494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -12224955.000000 Penalty: 3792.471436
	Iteration 33Q: 3 clusters Score -1.222496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -12224944.000000 Penalty: 3792.471436
	Iteration 34Q: 3 clusters Score -1.222494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -12224938.000000 Penalty: 3792.471436
	Iteration 35Q: 3 clusters Score -1.222494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -12224944.000000 Penalty: 3792.471436
	Iteration 36Q: 3 clusters Score -1.222494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -12224952.000000 Penalty: 3792.471436
	Iteration 37Q: 3 clusters Score -1.222495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -12224952.000000 Penalty: 3792.471436
	Iteration 38Q: 3 clusters Score -1.222495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -12224942.000000 Penalty: 3792.471436
	Iteration 39Q: 3 clusters Score -1.222494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -12224951.000000 Penalty: 3792.471436
	Iteration 40F: 3 clusters Score -1.222495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -12224956.000000 Penalty: 3792.471436
	Iteration 41Q: 3 clusters Score -1.222496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -12224948.000000 Penalty: 3792.471436
	Iteration 42Q: 3 clusters Score -1.222495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -12224951.000000 Penalty: 3792.471436
	Iteration 43Q: 3 clusters Score -1.222495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -12224964.000000 Penalty: 3792.471436
	Iteration 44Q: 3 clusters Score -1.222496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -12224956.000000 Penalty: 3792.471436
	Iteration 45Q: 3 clusters Score -1.222496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -12224955.000000 Penalty: 3792.471436
	Iteration 46Q: 3 clusters Score -1.222496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -12224971.000000 Penalty: 3792.471436
	Iteration 47Q: 3 clusters Score -1.222497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -12224979.000000 Penalty: 3792.471436
	Iteration 48Q: 3 clusters Score -1.222498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 115225 members 
Entering Unmasked Estep 
Score: -12224986.000000 Penalty: 3792.471436
	Iteration 49Q: 3 clusters Score -1.222499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -12224984.000000 Penalty: 3792.471436
	Iteration 50Q: 3 clusters Score -1.222498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
Score: -12224983.000000 Penalty: 3792.471436
	Iteration 51Q: 3 clusters Score -1.222498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -12224978.000000 Penalty: 3792.471436
	Iteration 52Q: 3 clusters Score -1.222498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -12224977.000000 Penalty: 3792.471436
	Iteration 53Q: 3 clusters Score -1.222498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -12224977.000000 Penalty: 3792.471436
	Iteration 54F: 3 clusters Score -1.222498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Entering Unmasked Estep 
Score: -2064489.750000 Penalty: 1606.703979
	Iteration 0F: 2 clusters Score -2064490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2051018.125000 Penalty: 3213.407959
	Iteration 0F: 3 clusters Score -2051018 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2055870.625000 Penalty: 3213.407959
	Iteration 1F: 3 clusters Score -2055871 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2056253.250000 Penalty: 3213.407959
	Iteration 2F: 3 clusters Score -2056253 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2056745.000000 Penalty: 3213.407959
	Iteration 3F: 3 clusters Score -2056745 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2057426.375000 Penalty: 3213.407959
	Iteration 4F: 3 clusters Score -2057426 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2058400.750000 Penalty: 3213.407959
	Iteration 5F: 3 clusters Score -2058401 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2059492.250000 Penalty: 3213.407959
	Iteration 6F: 3 clusters Score -2059492 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2060560.000000 Penalty: 3213.407959
	Iteration 7F: 3 clusters Score -2060560 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2061522.375000 Penalty: 3213.407959
	Iteration 8F: 3 clusters Score -2061522 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2062259.875000 Penalty: 3213.407959
	Iteration 9Q: 3 clusters Score -2062260 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2062802.000000 Penalty: 3213.407959
	Iteration 10Q: 3 clusters Score -2062802 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2063116.750000 Penalty: 3213.407959
	Iteration 11Q: 3 clusters Score -2063117 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2063239.375000 Penalty: 3213.407959
	Iteration 12Q: 3 clusters Score -2063239 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2063294.125000 Penalty: 3213.407959
	Iteration 13Q: 3 clusters Score -2063294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2063326.250000 Penalty: 3213.407959
	Iteration 14Q: 3 clusters Score -2063326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2063350.500000 Penalty: 3213.407959
	Iteration 15Q: 3 clusters Score -2063350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2063365.375000 Penalty: 3213.407959
	Iteration 16Q: 3 clusters Score -2063365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2063389.875000 Penalty: 3213.407959
	Iteration 17Q: 3 clusters Score -2063390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2063401.500000 Penalty: 3213.407959
	Iteration 18Q: 3 clusters Score -2063402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2063421.500000 Penalty: 3213.407959
	Iteration 19Q: 3 clusters Score -2063422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2063438.000000 Penalty: 3213.407959
	Iteration 20F: 3 clusters Score -2063438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2063443.625000 Penalty: 3213.407959
	Iteration 21Q: 3 clusters Score -2063444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2063447.625000 Penalty: 3213.407959
	Iteration 22Q: 3 clusters Score -2063448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2063456.000000 Penalty: 3213.407959
	Iteration 23Q: 3 clusters Score -2063456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2063458.375000 Penalty: 3213.407959
	Iteration 24Q: 3 clusters Score -2063458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2063469.625000 Penalty: 3213.407959
	Iteration 25Q: 3 clusters Score -2063470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2063470.875000 Penalty: 3213.407959
	Iteration 26Q: 3 clusters Score -2063471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2063469.125000 Penalty: 3213.407959
	Iteration 27Q: 3 clusters Score -2063469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2063474.500000 Penalty: 3213.407959
	Iteration 28Q: 3 clusters Score -2063474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2063483.125000 Penalty: 3213.407959
	Iteration 29Q: 3 clusters Score -2063483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2063481.000000 Penalty: 3213.407959
	Iteration 30Q: 3 clusters Score -2063481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2063484.625000 Penalty: 3213.407959
	Iteration 31Q: 3 clusters Score -2063485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2063492.000000 Penalty: 3213.407959
	Iteration 32Q: 3 clusters Score -2063492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2063497.750000 Penalty: 3213.407959
	Iteration 33Q: 3 clusters Score -2063498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2063495.750000 Penalty: 3213.407959
	Iteration 34Q: 3 clusters Score -2063496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2063502.750000 Penalty: 3213.407959
	Iteration 35Q: 3 clusters Score -2063503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2063506.375000 Penalty: 3213.407959
	Iteration 36Q: 3 clusters Score -2063506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2063508.000000 Penalty: 3213.407959
	Iteration 37Q: 3 clusters Score -2063508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2063507.125000 Penalty: 3213.407959
	Iteration 38Q: 3 clusters Score -2063507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2063509.500000 Penalty: 3213.407959
	Iteration 39Q: 3 clusters Score -2063510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2063507.750000 Penalty: 3213.407959
	Iteration 40F: 3 clusters Score -2063508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2063509.125000 Penalty: 3213.407959
	Iteration 41Q: 3 clusters Score -2063509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2063509.125000 Penalty: 3213.407959
	Iteration 42F: 3 clusters Score -2063509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Entering Unmasked Estep 
Score: -3297286.500000 Penalty: 1688.036621
	Iteration 0F: 2 clusters Score -3297286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3275333.000000 Penalty: 3376.073242
	Iteration 0F: 3 clusters Score -3275333 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3283832.500000 Penalty: 3376.073242
	Iteration 1F: 3 clusters Score -3283832 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3284320.500000 Penalty: 3376.073242
	Iteration 2Q: 3 clusters Score -3284320 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3284820.750000 Penalty: 3376.073242
	Iteration 3Q: 3 clusters Score -3284821 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3285544.500000 Penalty: 3376.073242
	Iteration 4Q: 3 clusters Score -3285544 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3286448.750000 Penalty: 3376.073242
	Iteration 5F: 3 clusters Score -3286449 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3287640.750000 Penalty: 3376.073242
	Iteration 6F: 3 clusters Score -3287641 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3289041.500000 Penalty: 3376.073242
	Iteration 7F: 3 clusters Score -3289042 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3290567.000000 Penalty: 3376.073242
	Iteration 8F: 3 clusters Score -3290567 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3291929.500000 Penalty: 3376.073242
	Iteration 9F: 3 clusters Score -3291930 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3292838.250000 Penalty: 3376.073242
	Iteration 10Q: 3 clusters Score -3292838 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3293450.250000 Penalty: 3376.073242
	Iteration 11Q: 3 clusters Score -3293450 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3293823.750000 Penalty: 3376.073242
	Iteration 12Q: 3 clusters Score -3293824 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3294004.250000 Penalty: 3376.073242
	Iteration 13Q: 3 clusters Score -3294004 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3294127.250000 Penalty: 3376.073242
	Iteration 14Q: 3 clusters Score -3294127 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3294212.250000 Penalty: 3376.073242
	Iteration 15Q: 3 clusters Score -3294212 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3294271.500000 Penalty: 3376.073242
	Iteration 16Q: 3 clusters Score -3294272 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3294310.250000 Penalty: 3376.073242
	Iteration 17Q: 3 clusters Score -3294310 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3294340.000000 Penalty: 3376.073242
	Iteration 18Q: 3 clusters Score -3294340 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3294378.250000 Penalty: 3376.073242
	Iteration 19Q: 3 clusters Score -3294378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3294402.750000 Penalty: 3376.073242
	Iteration 20F: 3 clusters Score -3294403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3294427.000000 Penalty: 3376.073242
	Iteration 21Q: 3 clusters Score -3294427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3294455.250000 Penalty: 3376.073242
	Iteration 22Q: 3 clusters Score -3294455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3294465.750000 Penalty: 3376.073242
	Iteration 23Q: 3 clusters Score -3294466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3294492.750000 Penalty: 3376.073242
	Iteration 24Q: 3 clusters Score -3294493 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3294502.500000 Penalty: 3376.073242
	Iteration 25Q: 3 clusters Score -3294502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3294524.000000 Penalty: 3376.073242
	Iteration 26Q: 3 clusters Score -3294524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3294538.750000 Penalty: 3376.073242
	Iteration 27Q: 3 clusters Score -3294539 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3294551.250000 Penalty: 3376.073242
	Iteration 28Q: 3 clusters Score -3294551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3294570.000000 Penalty: 3376.073242
	Iteration 29Q: 3 clusters Score -3294570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3294574.000000 Penalty: 3376.073242
	Iteration 30Q: 3 clusters Score -3294574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3294598.500000 Penalty: 3376.073242
	Iteration 31Q: 3 clusters Score -3294598 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3294616.000000 Penalty: 3376.073242
	Iteration 32Q: 3 clusters Score -3294616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3294633.000000 Penalty: 3376.073242
	Iteration 33Q: 3 clusters Score -3294633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3294647.500000 Penalty: 3376.073242
	Iteration 34Q: 3 clusters Score -3294648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3294660.250000 Penalty: 3376.073242
	Iteration 35Q: 3 clusters Score -3294660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3294671.000000 Penalty: 3376.073242
	Iteration 36Q: 3 clusters Score -3294671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3294702.000000 Penalty: 3376.073242
	Iteration 37Q: 3 clusters Score -3294702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3294703.250000 Penalty: 3376.073242
	Iteration 38Q: 3 clusters Score -3294703 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3294718.250000 Penalty: 3376.073242
	Iteration 39Q: 3 clusters Score -3294718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3294722.250000 Penalty: 3376.073242
	Iteration 40F: 3 clusters Score -3294722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3294720.250000 Penalty: 3376.073242
	Iteration 41Q: 3 clusters Score -3294720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3294726.500000 Penalty: 3376.073242
	Iteration 42Q: 3 clusters Score -3294726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3294744.250000 Penalty: 3376.073242
	Iteration 43Q: 3 clusters Score -3294744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3294764.250000 Penalty: 3376.073242
	Iteration 44Q: 3 clusters Score -3294764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3294766.750000 Penalty: 3376.073242
	Iteration 45Q: 3 clusters Score -3294767 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3294777.250000 Penalty: 3376.073242
	Iteration 46Q: 3 clusters Score -3294777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3294786.500000 Penalty: 3376.073242
	Iteration 47Q: 3 clusters Score -3294786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3294806.500000 Penalty: 3376.073242
	Iteration 48Q: 3 clusters Score -3294806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3294822.250000 Penalty: 3376.073242
	Iteration 49Q: 3 clusters Score -3294822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3294839.500000 Penalty: 3376.073242
	Iteration 50Q: 3 clusters Score -3294840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3294854.000000 Penalty: 3376.073242
	Iteration 51Q: 3 clusters Score -3294854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3294855.750000 Penalty: 3376.073242
	Iteration 52Q: 3 clusters Score -3294856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3294865.250000 Penalty: 3376.073242
	Iteration 53Q: 3 clusters Score -3294865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3294904.000000 Penalty: 3376.073242
	Iteration 54Q: 3 clusters Score -3294904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3294920.750000 Penalty: 3376.073242
	Iteration 55Q: 3 clusters Score -3294921 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3294954.250000 Penalty: 3376.073242
	Iteration 56Q: 3 clusters Score -3294954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3294968.750000 Penalty: 3376.073242
	Iteration 57Q: 3 clusters Score -3294969 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3294986.750000 Penalty: 3376.073242
	Iteration 58Q: 3 clusters Score -3294987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3294998.500000 Penalty: 3376.073242
	Iteration 59Q: 3 clusters Score -3294998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3295024.500000 Penalty: 3376.073242
	Iteration 60F: 3 clusters Score -3295024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3295045.250000 Penalty: 3376.073242
	Iteration 61Q: 3 clusters Score -3295045 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3295073.500000 Penalty: 3376.073242
	Iteration 62Q: 3 clusters Score -3295074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3295099.750000 Penalty: 3376.073242
	Iteration 63Q: 3 clusters Score -3295100 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3295136.000000 Penalty: 3376.073242
	Iteration 64Q: 3 clusters Score -3295136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3295143.500000 Penalty: 3376.073242
	Iteration 65Q: 3 clusters Score -3295144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -3295182.000000 Penalty: 3376.073242
	Iteration 66Q: 3 clusters Score -3295182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3295208.250000 Penalty: 3376.073242
	Iteration 67Q: 3 clusters Score -3295208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3295231.000000 Penalty: 3376.073242
	Iteration 68Q: 3 clusters Score -3295231 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3295247.500000 Penalty: 3376.073242
	Iteration 69Q: 3 clusters Score -3295248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3295276.500000 Penalty: 3376.073242
	Iteration 70Q: 3 clusters Score -3295276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3295291.250000 Penalty: 3376.073242
	Iteration 71Q: 3 clusters Score -3295291 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3295314.750000 Penalty: 3376.073242
	Iteration 72Q: 3 clusters Score -3295315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3295335.250000 Penalty: 3376.073242
	Iteration 73Q: 3 clusters Score -3295335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3295370.000000 Penalty: 3376.073242
	Iteration 74Q: 3 clusters Score -3295370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3295389.750000 Penalty: 3376.073242
	Iteration 75Q: 3 clusters Score -3295390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3295416.500000 Penalty: 3376.073242
	Iteration 76Q: 3 clusters Score -3295416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3295423.500000 Penalty: 3376.073242
	Iteration 77Q: 3 clusters Score -3295424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3295446.750000 Penalty: 3376.073242
	Iteration 78Q: 3 clusters Score -3295447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3295482.250000 Penalty: 3376.073242
	Iteration 79Q: 3 clusters Score -3295482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3295502.000000 Penalty: 3376.073242
	Iteration 80F: 3 clusters Score -3295502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3295518.250000 Penalty: 3376.073242
	Iteration 81Q: 3 clusters Score -3295518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3295545.000000 Penalty: 3376.073242
	Iteration 82Q: 3 clusters Score -3295545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3295560.500000 Penalty: 3376.073242
	Iteration 83Q: 3 clusters Score -3295560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3295577.000000 Penalty: 3376.073242
	Iteration 84Q: 3 clusters Score -3295577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3295598.750000 Penalty: 3376.073242
	Iteration 85Q: 3 clusters Score -3295599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3295610.000000 Penalty: 3376.073242
	Iteration 86Q: 3 clusters Score -3295610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -3295618.000000 Penalty: 3376.073242
	Iteration 87Q: 3 clusters Score -3295618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3295630.500000 Penalty: 3376.073242
	Iteration 88Q: 3 clusters Score -3295630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3295639.500000 Penalty: 3376.073242
	Iteration 89Q: 3 clusters Score -3295640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3295642.000000 Penalty: 3376.073242
	Iteration 90Q: 3 clusters Score -3295642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -3295651.750000 Penalty: 3376.073242
	Iteration 91Q: 3 clusters Score -3295652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3295664.750000 Penalty: 3376.073242
	Iteration 92Q: 3 clusters Score -3295665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3295672.750000 Penalty: 3376.073242
	Iteration 93Q: 3 clusters Score -3295673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3295680.750000 Penalty: 3376.073242
	Iteration 94Q: 3 clusters Score -3295681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3295687.500000 Penalty: 3376.073242
	Iteration 95Q: 3 clusters Score -3295688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -3295699.000000 Penalty: 3376.073242
	Iteration 96Q: 3 clusters Score -3295699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3295712.000000 Penalty: 3376.073242
	Iteration 97Q: 3 clusters Score -3295712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3295717.750000 Penalty: 3376.073242
	Iteration 98Q: 3 clusters Score -3295718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3295723.250000 Penalty: 3376.073242
	Iteration 99Q: 3 clusters Score -3295723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3295727.000000 Penalty: 3376.073242
	Iteration 100F: 3 clusters Score -3295727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3295728.250000 Penalty: 3376.073242
	Iteration 101Q: 3 clusters Score -3295728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3295729.750000 Penalty: 3376.073242
	Iteration 102Q: 3 clusters Score -3295730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -3295738.250000 Penalty: 3376.073242
	Iteration 103Q: 3 clusters Score -3295738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3295740.000000 Penalty: 3376.073242
	Iteration 104Q: 3 clusters Score -3295740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3295741.500000 Penalty: 3376.073242
	Iteration 105Q: 3 clusters Score -3295742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -3295744.250000 Penalty: 3376.073242
	Iteration 106Q: 3 clusters Score -3295744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3295741.250000 Penalty: 3376.073242
	Iteration 107Q: 3 clusters Score -3295741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3295742.750000 Penalty: 3376.073242
	Iteration 108Q: 3 clusters Score -3295743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3295745.000000 Penalty: 3376.073242
	Iteration 109Q: 3 clusters Score -3295745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3295750.000000 Penalty: 3376.073242
	Iteration 110Q: 3 clusters Score -3295750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3295750.750000 Penalty: 3376.073242
	Iteration 111Q: 3 clusters Score -3295751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3295757.000000 Penalty: 3376.073242
	Iteration 112Q: 3 clusters Score -3295757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3295761.500000 Penalty: 3376.073242
	Iteration 113Q: 3 clusters Score -3295762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3295762.500000 Penalty: 3376.073242
	Iteration 114Q: 3 clusters Score -3295762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3295761.500000 Penalty: 3376.073242
	Iteration 115Q: 3 clusters Score -3295762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3295766.500000 Penalty: 3376.073242
	Iteration 116Q: 3 clusters Score -3295766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3295767.750000 Penalty: 3376.073242
	Iteration 117Q: 3 clusters Score -3295768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3295767.500000 Penalty: 3376.073242
	Iteration 118Q: 3 clusters Score -3295768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3295771.250000 Penalty: 3376.073242
	Iteration 119Q: 3 clusters Score -3295771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3295772.250000 Penalty: 3376.073242
	Iteration 120F: 3 clusters Score -3295772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -3295776.750000 Penalty: 3376.073242
	Iteration 121Q: 3 clusters Score -3295777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3295778.250000 Penalty: 3376.073242
	Iteration 122Q: 3 clusters Score -3295778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -3295781.750000 Penalty: 3376.073242
	Iteration 123Q: 3 clusters Score -3295782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3295783.750000 Penalty: 3376.073242
	Iteration 124Q: 3 clusters Score -3295784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -3295782.000000 Penalty: 3376.073242
	Iteration 125Q: 3 clusters Score -3295782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3295782.250000 Penalty: 3376.073242
	Iteration 126Q: 3 clusters Score -3295782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3295783.250000 Penalty: 3376.073242
	Iteration 127Q: 3 clusters Score -3295783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3295784.000000 Penalty: 3376.073242
	Iteration 128Q: 3 clusters Score -3295784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -3295784.500000 Penalty: 3376.073242
	Iteration 129Q: 3 clusters Score -3295784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -3295789.000000 Penalty: 3376.073242
	Iteration 130Q: 3 clusters Score -3295789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3295793.750000 Penalty: 3376.073242
	Iteration 131Q: 3 clusters Score -3295794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3295793.000000 Penalty: 3376.073242
	Iteration 132Q: 3 clusters Score -3295793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3295793.000000 Penalty: 3376.073242
	Iteration 133F: 3 clusters Score -3295793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Entering Unmasked Estep 
Score: -3167284.250000 Penalty: 1692.109619
	Iteration 0F: 2 clusters Score -3167284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3145023.250000 Penalty: 3384.219238
	Iteration 0F: 3 clusters Score -3145023 nChanged 15302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3153622.750000 Penalty: 3384.219238
	Iteration 1F: 3 clusters Score -3153623 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3154389.500000 Penalty: 3384.219238
	Iteration 2F: 3 clusters Score -3154390 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3155372.250000 Penalty: 3384.219238
	Iteration 3F: 3 clusters Score -3155372 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3156608.500000 Penalty: 3384.219238
	Iteration 4F: 3 clusters Score -3156608 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3158105.500000 Penalty: 3384.219238
	Iteration 5F: 3 clusters Score -3158106 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3159632.500000 Penalty: 3384.219238
	Iteration 6F: 3 clusters Score -3159632 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3161125.500000 Penalty: 3384.219238
	Iteration 7F: 3 clusters Score -3161126 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3162477.250000 Penalty: 3384.219238
	Iteration 8F: 3 clusters Score -3162477 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3163473.000000 Penalty: 3384.219238
	Iteration 9Q: 3 clusters Score -3163473 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3164193.500000 Penalty: 3384.219238
	Iteration 10Q: 3 clusters Score -3164194 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3164710.250000 Penalty: 3384.219238
	Iteration 11Q: 3 clusters Score -3164710 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3165141.250000 Penalty: 3384.219238
	Iteration 12Q: 3 clusters Score -3165141 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3165466.250000 Penalty: 3384.219238
	Iteration 13Q: 3 clusters Score -3165466 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3165677.000000 Penalty: 3384.219238
	Iteration 14Q: 3 clusters Score -3165677 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3165841.000000 Penalty: 3384.219238
	Iteration 15Q: 3 clusters Score -3165841 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3165972.500000 Penalty: 3384.219238
	Iteration 16Q: 3 clusters Score -3165972 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3166056.000000 Penalty: 3384.219238
	Iteration 17Q: 3 clusters Score -3166056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3166117.750000 Penalty: 3384.219238
	Iteration 18Q: 3 clusters Score -3166118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3166170.000000 Penalty: 3384.219238
	Iteration 19Q: 3 clusters Score -3166170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3166216.500000 Penalty: 3384.219238
	Iteration 20F: 3 clusters Score -3166216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3166267.750000 Penalty: 3384.219238
	Iteration 21Q: 3 clusters Score -3166268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3166307.000000 Penalty: 3384.219238
	Iteration 22Q: 3 clusters Score -3166307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3166339.750000 Penalty: 3384.219238
	Iteration 23Q: 3 clusters Score -3166340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3166359.750000 Penalty: 3384.219238
	Iteration 24Q: 3 clusters Score -3166360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -3166371.000000 Penalty: 3384.219238
	Iteration 25Q: 3 clusters Score -3166371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -3166382.250000 Penalty: 3384.219238
	Iteration 26Q: 3 clusters Score -3166382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3166396.250000 Penalty: 3384.219238
	Iteration 27Q: 3 clusters Score -3166396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3166412.750000 Penalty: 3384.219238
	Iteration 28Q: 3 clusters Score -3166413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -3166417.250000 Penalty: 3384.219238
	Iteration 29Q: 3 clusters Score -3166417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3166430.750000 Penalty: 3384.219238
	Iteration 30Q: 3 clusters Score -3166431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3166432.250000 Penalty: 3384.219238
	Iteration 31Q: 3 clusters Score -3166432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -3166441.000000 Penalty: 3384.219238
	Iteration 32Q: 3 clusters Score -3166441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3166444.000000 Penalty: 3384.219238
	Iteration 33Q: 3 clusters Score -3166444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3166441.000000 Penalty: 3384.219238
	Iteration 34Q: 3 clusters Score -3166441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3166446.500000 Penalty: 3384.219238
	Iteration 35Q: 3 clusters Score -3166446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3166449.500000 Penalty: 3384.219238
	Iteration 36Q: 3 clusters Score -3166450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3166456.500000 Penalty: 3384.219238
	Iteration 37Q: 3 clusters Score -3166456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3166462.250000 Penalty: 3384.219238
	Iteration 38Q: 3 clusters Score -3166462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3166467.000000 Penalty: 3384.219238
	Iteration 39Q: 3 clusters Score -3166467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3166464.250000 Penalty: 3384.219238
	Iteration 40F: 3 clusters Score -3166464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3166469.250000 Penalty: 3384.219238
	Iteration 41Q: 3 clusters Score -3166469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3166466.000000 Penalty: 3384.219238
	Iteration 42Q: 3 clusters Score -3166466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3166466.500000 Penalty: 3384.219238
	Iteration 43Q: 3 clusters Score -3166466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3166471.000000 Penalty: 3384.219238
	Iteration 44Q: 3 clusters Score -3166471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3166476.000000 Penalty: 3384.219238
	Iteration 45Q: 3 clusters Score -3166476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3166478.500000 Penalty: 3384.219238
	Iteration 46Q: 3 clusters Score -3166478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3166478.250000 Penalty: 3384.219238
	Iteration 47Q: 3 clusters Score -3166478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3166480.000000 Penalty: 3384.219238
	Iteration 48Q: 3 clusters Score -3166480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3166483.500000 Penalty: 3384.219238
	Iteration 49Q: 3 clusters Score -3166484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -3166483.000000 Penalty: 3384.219238
	Iteration 50Q: 3 clusters Score -3166483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3166486.250000 Penalty: 3384.219238
	Iteration 51Q: 3 clusters Score -3166486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -3166488.000000 Penalty: 3384.219238
	Iteration 52Q: 3 clusters Score -3166488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3166493.750000 Penalty: 3384.219238
	Iteration 53Q: 3 clusters Score -3166494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3166496.250000 Penalty: 3384.219238
	Iteration 54Q: 3 clusters Score -3166496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -3166501.000000 Penalty: 3384.219238
	Iteration 55Q: 3 clusters Score -3166501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -3166503.750000 Penalty: 3384.219238
	Iteration 56Q: 3 clusters Score -3166504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -3166505.750000 Penalty: 3384.219238
	Iteration 57Q: 3 clusters Score -3166506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -3166509.000000 Penalty: 3384.219238
	Iteration 58Q: 3 clusters Score -3166509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3166506.500000 Penalty: 3384.219238
	Iteration 59Q: 3 clusters Score -3166506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -3166505.750000 Penalty: 3384.219238
	Iteration 60F: 3 clusters Score -3166506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3166505.000000 Penalty: 3384.219238
	Iteration 61Q: 3 clusters Score -3166505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3166512.250000 Penalty: 3384.219238
	Iteration 62Q: 3 clusters Score -3166512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3166513.250000 Penalty: 3384.219238
	Iteration 63Q: 3 clusters Score -3166513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3166513.250000 Penalty: 3384.219238
	Iteration 64Q: 3 clusters Score -3166513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3166516.750000 Penalty: 3384.219238
	Iteration 65Q: 3 clusters Score -3166517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3166519.750000 Penalty: 3384.219238
	Iteration 66Q: 3 clusters Score -3166520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3166520.500000 Penalty: 3384.219238
	Iteration 67Q: 3 clusters Score -3166520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -3166519.250000 Penalty: 3384.219238
	Iteration 68Q: 3 clusters Score -3166519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -3166516.250000 Penalty: 3384.219238
	Iteration 69Q: 3 clusters Score -3166516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -3166515.250000 Penalty: 3384.219238
	Iteration 70Q: 3 clusters Score -3166515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3166515.750000 Penalty: 3384.219238
	Iteration 71Q: 3 clusters Score -3166516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3166517.750000 Penalty: 3384.219238
	Iteration 72Q: 3 clusters Score -3166518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3166517.750000 Penalty: 3384.219238
	Iteration 73F: 3 clusters Score -3166518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Entering Unmasked Estep 
Score: -1177590.250000 Penalty: 1522.567993
	Iteration 0F: 2 clusters Score -1177590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1169419.625000 Penalty: 3045.135986
	Iteration 0F: 3 clusters Score -1169420 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1172460.250000 Penalty: 3045.135986
	Iteration 1F: 3 clusters Score -1172460 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1173199.000000 Penalty: 3045.135986
	Iteration 2F: 3 clusters Score -1173199 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1174107.250000 Penalty: 3045.135986
	Iteration 3F: 3 clusters Score -1174107 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1174960.625000 Penalty: 3045.135986
	Iteration 4F: 3 clusters Score -1174961 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1175694.875000 Penalty: 3045.135986
	Iteration 5F: 3 clusters Score -1175695 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1176184.625000 Penalty: 3045.135986
	Iteration 6F: 3 clusters Score -1176185 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1176453.500000 Penalty: 3045.135986
	Iteration 7Q: 3 clusters Score -1176454 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1176620.250000 Penalty: 3045.135986
	Iteration 8Q: 3 clusters Score -1176620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1176726.375000 Penalty: 3045.135986
	Iteration 9Q: 3 clusters Score -1176726 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1176801.125000 Penalty: 3045.135986
	Iteration 10Q: 3 clusters Score -1176801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1176854.875000 Penalty: 3045.135986
	Iteration 11Q: 3 clusters Score -1176855 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1176890.375000 Penalty: 3045.135986
	Iteration 12Q: 3 clusters Score -1176890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1176912.500000 Penalty: 3045.135986
	Iteration 13Q: 3 clusters Score -1176912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1176927.125000 Penalty: 3045.135986
	Iteration 14Q: 3 clusters Score -1176927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1176940.000000 Penalty: 3045.135986
	Iteration 15Q: 3 clusters Score -1176940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1176952.125000 Penalty: 3045.135986
	Iteration 16Q: 3 clusters Score -1176952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1176959.625000 Penalty: 3045.135986
	Iteration 17Q: 3 clusters Score -1176960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1176965.125000 Penalty: 3045.135986
	Iteration 18Q: 3 clusters Score -1176965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1176970.250000 Penalty: 3045.135986
	Iteration 19Q: 3 clusters Score -1176970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1176974.750000 Penalty: 3045.135986
	Iteration 20F: 3 clusters Score -1176975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1176976.500000 Penalty: 3045.135986
	Iteration 21Q: 3 clusters Score -1176976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1176978.125000 Penalty: 3045.135986
	Iteration 22Q: 3 clusters Score -1176978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1176982.875000 Penalty: 3045.135986
	Iteration 23Q: 3 clusters Score -1176983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1176982.875000 Penalty: 3045.135986
	Iteration 24Q: 3 clusters Score -1176983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1176982.375000 Penalty: 3045.135986
	Iteration 25Q: 3 clusters Score -1176982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1176982.875000 Penalty: 3045.135986
	Iteration 26Q: 3 clusters Score -1176983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1176982.125000 Penalty: 3045.135986
	Iteration 27Q: 3 clusters Score -1176982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1176982.125000 Penalty: 3045.135986
	Iteration 28F: 3 clusters Score -1176982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Entering Unmasked Estep 
Score: -717297.062500 Penalty: 1456.763062
	Iteration 0F: 2 clusters Score -717297.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -711573.875000 Penalty: 2913.526123
	Iteration 0F: 3 clusters Score -711573.9 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -713744.125000 Penalty: 2913.526123
	Iteration 1F: 3 clusters Score -713744.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -714351.125000 Penalty: 2913.526123
	Iteration 2F: 3 clusters Score -714351.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -715014.375000 Penalty: 2913.526123
	Iteration 3F: 3 clusters Score -715014.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -715677.250000 Penalty: 2913.526123
	Iteration 4F: 3 clusters Score -715677.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -716218.187500 Penalty: 2913.526123
	Iteration 5F: 3 clusters Score -716218.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -716634.187500 Penalty: 2913.526123
	Iteration 6F: 3 clusters Score -716634.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -716849.875000 Penalty: 2913.526123
	Iteration 7Q: 3 clusters Score -716849.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -716960.250000 Penalty: 2913.526123
	Iteration 8Q: 3 clusters Score -716960.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -717014.000000 Penalty: 2913.526123
	Iteration 9Q: 3 clusters Score -717014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -717044.812500 Penalty: 2913.526123
	Iteration 10Q: 3 clusters Score -717044.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -717067.250000 Penalty: 2913.526123
	Iteration 11Q: 3 clusters Score -717067.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -717083.437500 Penalty: 2913.526123
	Iteration 12Q: 3 clusters Score -717083.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -717100.125000 Penalty: 2913.526123
	Iteration 13Q: 3 clusters Score -717100.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -717117.750000 Penalty: 2913.526123
	Iteration 14Q: 3 clusters Score -717117.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -717134.562500 Penalty: 2913.526123
	Iteration 15Q: 3 clusters Score -717134.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -717161.562500 Penalty: 2913.526123
	Iteration 16Q: 3 clusters Score -717161.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -717176.812500 Penalty: 2913.526123
	Iteration 17Q: 3 clusters Score -717176.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -717187.750000 Penalty: 2913.526123
	Iteration 18Q: 3 clusters Score -717187.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -717196.812500 Penalty: 2913.526123
	Iteration 19Q: 3 clusters Score -717196.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -717211.562500 Penalty: 2913.526123
	Iteration 20F: 3 clusters Score -717211.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -717218.187500 Penalty: 2913.526123
	Iteration 21Q: 3 clusters Score -717218.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -717225.250000 Penalty: 2913.526123
	Iteration 22Q: 3 clusters Score -717225.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -717234.687500 Penalty: 2913.526123
	Iteration 23Q: 3 clusters Score -717234.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -717247.437500 Penalty: 2913.526123
	Iteration 24Q: 3 clusters Score -717247.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -717260.562500 Penalty: 2913.526123
	Iteration 25Q: 3 clusters Score -717260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -717269.437500 Penalty: 2913.526123
	Iteration 26Q: 3 clusters Score -717269.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -717275.375000 Penalty: 2913.526123
	Iteration 27Q: 3 clusters Score -717275.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -717280.750000 Penalty: 2913.526123
	Iteration 28Q: 3 clusters Score -717280.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -717289.437500 Penalty: 2913.526123
	Iteration 29Q: 3 clusters Score -717289.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -717298.437500 Penalty: 2913.526123
	Iteration 30Q: 3 clusters Score -717298.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -717302.687500 Penalty: 2913.526123
	Iteration 31Q: 3 clusters Score -717302.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -717305.750000 Penalty: 2913.526123
	Iteration 32Q: 3 clusters Score -717305.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -717311.125000 Penalty: 2913.526123
	Iteration 33Q: 3 clusters Score -717311.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -717316.812500 Penalty: 2913.526123
	Iteration 34Q: 3 clusters Score -717316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -717322.500000 Penalty: 2913.526123
	Iteration 35Q: 3 clusters Score -717322.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -717330.562500 Penalty: 2913.526123
	Iteration 36Q: 3 clusters Score -717330.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -717333.687500 Penalty: 2913.526123
	Iteration 37Q: 3 clusters Score -717333.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -717339.187500 Penalty: 2913.526123
	Iteration 38Q: 3 clusters Score -717339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -717341.500000 Penalty: 2913.526123
	Iteration 39Q: 3 clusters Score -717341.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -717343.750000 Penalty: 2913.526123
	Iteration 40F: 3 clusters Score -717343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -717346.125000 Penalty: 2913.526123
	Iteration 41Q: 3 clusters Score -717346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -717350.062500 Penalty: 2913.526123
	Iteration 42Q: 3 clusters Score -717350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -717351.812500 Penalty: 2913.526123
	Iteration 43Q: 3 clusters Score -717351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -717352.562500 Penalty: 2913.526123
	Iteration 44Q: 3 clusters Score -717352.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -717356.687500 Penalty: 2913.526123
	Iteration 45Q: 3 clusters Score -717356.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -717359.500000 Penalty: 2913.526123
	Iteration 46Q: 3 clusters Score -717359.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -717361.812500 Penalty: 2913.526123
	Iteration 47Q: 3 clusters Score -717361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -717365.062500 Penalty: 2913.526123
	Iteration 48Q: 3 clusters Score -717365.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -717365.187500 Penalty: 2913.526123
	Iteration 49Q: 3 clusters Score -717365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -717369.625000 Penalty: 2913.526123
	Iteration 50Q: 3 clusters Score -717369.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -717373.812500 Penalty: 2913.526123
	Iteration 51Q: 3 clusters Score -717373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -717373.625000 Penalty: 2913.526123
	Iteration 52Q: 3 clusters Score -717373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -717372.687500 Penalty: 2913.526123
	Iteration 53Q: 3 clusters Score -717372.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -717379.125000 Penalty: 2913.526123
	Iteration 54Q: 3 clusters Score -717379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -717382.937500 Penalty: 2913.526123
	Iteration 55Q: 3 clusters Score -717382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -717384.437500 Penalty: 2913.526123
	Iteration 56Q: 3 clusters Score -717384.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -717388.437500 Penalty: 2913.526123
	Iteration 57Q: 3 clusters Score -717388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -717390.312500 Penalty: 2913.526123
	Iteration 58Q: 3 clusters Score -717390.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -717393.250000 Penalty: 2913.526123
	Iteration 59Q: 3 clusters Score -717393.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -717392.625000 Penalty: 2913.526123
	Iteration 60F: 3 clusters Score -717392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -717394.625000 Penalty: 2913.526123
	Iteration 61Q: 3 clusters Score -717394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -717395.312500 Penalty: 2913.526123
	Iteration 62Q: 3 clusters Score -717395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -717396.875000 Penalty: 2913.526123
	Iteration 63Q: 3 clusters Score -717396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -717398.125000 Penalty: 2913.526123
	Iteration 64Q: 3 clusters Score -717398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -717399.812500 Penalty: 2913.526123
	Iteration 65Q: 3 clusters Score -717399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -717401.562500 Penalty: 2913.526123
	Iteration 66Q: 3 clusters Score -717401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -717401.250000 Penalty: 2913.526123
	Iteration 67Q: 3 clusters Score -717401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -717407.562500 Penalty: 2913.526123
	Iteration 68Q: 3 clusters Score -717407.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -717410.437500 Penalty: 2913.526123
	Iteration 69Q: 3 clusters Score -717410.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -717414.000000 Penalty: 2913.526123
	Iteration 70Q: 3 clusters Score -717414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -717416.375000 Penalty: 2913.526123
	Iteration 71Q: 3 clusters Score -717416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -717419.312500 Penalty: 2913.526123
	Iteration 72Q: 3 clusters Score -717419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -717420.625000 Penalty: 2913.526123
	Iteration 73Q: 3 clusters Score -717420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -717422.125000 Penalty: 2913.526123
	Iteration 74Q: 3 clusters Score -717422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -717425.500000 Penalty: 2913.526123
	Iteration 75Q: 3 clusters Score -717425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -717425.875000 Penalty: 2913.526123
	Iteration 76Q: 3 clusters Score -717425.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -717428.312500 Penalty: 2913.526123
	Iteration 77Q: 3 clusters Score -717428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -717430.812500 Penalty: 2913.526123
	Iteration 78Q: 3 clusters Score -717430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -717430.000000 Penalty: 2913.526123
	Iteration 79Q: 3 clusters Score -717430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -717432.062500 Penalty: 2913.526123
	Iteration 80F: 3 clusters Score -717432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -717431.500000 Penalty: 2913.526123
	Iteration 81Q: 3 clusters Score -717431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -717432.125000 Penalty: 2913.526123
	Iteration 82Q: 3 clusters Score -717432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -717430.625000 Penalty: 2913.526123
	Iteration 83Q: 3 clusters Score -717430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -717430.625000 Penalty: 2913.526123
	Iteration 84F: 3 clusters Score -717430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 170395 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 5948 members 
Entering Unmasked Estep 
Score: -154026400.000000 Penalty: 85643.210938
Splitting cluster 8 changes total score from -154026960.000000 to -154026400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (190880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190880 members 
Entering Unmasked Estep 
Score: -19887460.000000 Penalty: 1975.902466
	Iteration 0F: 2 clusters Score -1.988746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -19766820.000000 Penalty: 3951.804932
	Iteration 0F: 3 clusters Score -1.976682e+07 nChanged 92261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -19821632.000000 Penalty: 3951.804932
	Iteration 1F: 3 clusters Score -1.982163e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -19822694.000000 Penalty: 3951.804932
	Iteration 2Q: 3 clusters Score -1.982269e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -19823850.000000 Penalty: 3951.804932
	Iteration 3Q: 3 clusters Score -1.982385e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -19825166.000000 Penalty: 3951.804932
	Iteration 4Q: 3 clusters Score -1.982517e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -19826592.000000 Penalty: 3951.804932
	Iteration 5Q: 3 clusters Score -1.982659e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -19828098.000000 Penalty: 3951.804932
	Iteration 6Q: 3 clusters Score -1.98281e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -19830064.000000 Penalty: 3951.804932
	Iteration 7Q: 3 clusters Score -1.983006e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -19832308.000000 Penalty: 3951.804932
	Iteration 8Q: 3 clusters Score -1.983231e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -19835434.000000 Penalty: 3951.804932
	Iteration 9Q: 3 clusters Score -1.983543e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 114022 members 
Entering Unmasked Estep 
Score: -19839782.000000 Penalty: 3951.804932
	Iteration 10Q: 3 clusters Score -1.983978e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -19845466.000000 Penalty: 3951.804932
	Iteration 11Q: 3 clusters Score -1.984547e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -19851788.000000 Penalty: 3951.804932
	Iteration 12F: 3 clusters Score -1.985179e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 127540 members 
Entering Unmasked Estep 
Score: -19857576.000000 Penalty: 3951.804932
	Iteration 13Q: 3 clusters Score -1.985758e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -19861326.000000 Penalty: 3951.804932
	Iteration 14Q: 3 clusters Score -1.986133e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 134034 members 
Entering Unmasked Estep 
Score: -19863238.000000 Penalty: 3951.804932
	Iteration 15Q: 3 clusters Score -1.986324e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 137356 members 
Entering Unmasked Estep 
Score: -19864480.000000 Penalty: 3951.804932
	Iteration 16Q: 3 clusters Score -1.986448e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -19865622.000000 Penalty: 3951.804932
	Iteration 17Q: 3 clusters Score -1.986562e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 144497 members 
Entering Unmasked Estep 
Score: -19866870.000000 Penalty: 3951.804932
	Iteration 18Q: 3 clusters Score -1.986687e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -19868234.000000 Penalty: 3951.804932
	Iteration 19Q: 3 clusters Score -1.986823e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -19869786.000000 Penalty: 3951.804932
	Iteration 20F: 3 clusters Score -1.986979e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 156870 members 
Entering Unmasked Estep 
Score: -19871242.000000 Penalty: 3951.804932
	Iteration 21Q: 3 clusters Score -1.987124e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 161610 members 
Entering Unmasked Estep 
Score: -19872934.000000 Penalty: 3951.804932
	Iteration 22Q: 3 clusters Score -1.987293e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 166451 members 
Entering Unmasked Estep 
Score: -19874974.000000 Penalty: 3951.804932
	Iteration 23Q: 3 clusters Score -1.987497e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 171193 members 
Entering Unmasked Estep 
Score: -19876918.000000 Penalty: 3951.804932
	Iteration 24Q: 3 clusters Score -1.987692e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -19878660.000000 Penalty: 3951.804932
	Iteration 25Q: 3 clusters Score -1.987866e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 179532 members 
Entering Unmasked Estep 
Score: -19880236.000000 Penalty: 3951.804932
	Iteration 26Q: 3 clusters Score -1.988024e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 182804 members 
Entering Unmasked Estep 
Score: -19881678.000000 Penalty: 3951.804932
	Iteration 27Q: 3 clusters Score -1.988168e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 185460 members 
Entering Unmasked Estep 
Score: -19882912.000000 Penalty: 3951.804932
	Iteration 28Q: 3 clusters Score -1.988291e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 187512 members 
Entering Unmasked Estep 
Score: -19883914.000000 Penalty: 3951.804932
	Iteration 29Q: 3 clusters Score -1.988391e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 188972 members 
Entering Unmasked Estep 
Score: -19884736.000000 Penalty: 3951.804932
	Iteration 30Q: 3 clusters Score -1.988474e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 189835 members 
Entering Unmasked Estep 
Score: -19885148.000000 Penalty: 3951.804932
	Iteration 31Q: 3 clusters Score -1.988515e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 190260 members 
Entering Unmasked Estep 
Score: -19885418.000000 Penalty: 3951.804932
	Iteration 32Q: 3 clusters Score -1.988542e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 190450 members 
Entering Unmasked Estep 
Score: -19885540.000000 Penalty: 3951.804932
	Iteration 33Q: 3 clusters Score -1.988554e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 190543 members 
Entering Unmasked Estep 
Score: -19885618.000000 Penalty: 3951.804932
	Iteration 34Q: 3 clusters Score -1.988562e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 190589 members 
Entering Unmasked Estep 
Score: -19885684.000000 Penalty: 3951.804932
	Iteration 35Q: 3 clusters Score -1.988568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190616 members 
Entering Unmasked Estep 
Score: -19885722.000000 Penalty: 3951.804932
	Iteration 36Q: 3 clusters Score -1.988572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 190630 members 
Entering Unmasked Estep 
Score: -19885744.000000 Penalty: 3951.804932
	Iteration 37Q: 3 clusters Score -1.988574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190637 members 
Entering Unmasked Estep 
Score: -19885746.000000 Penalty: 3951.804932
	Iteration 38Q: 3 clusters Score -1.988575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -19885762.000000 Penalty: 3951.804932
	Iteration 39Q: 3 clusters Score -1.988576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -19885776.000000 Penalty: 3951.804932
	Iteration 40F: 3 clusters Score -1.988578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190660 members 
Entering Unmasked Estep 
Score: -19885776.000000 Penalty: 3951.804932
	Iteration 41Q: 3 clusters Score -1.988578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190661 members 
Entering Unmasked Estep 
Score: -19885778.000000 Penalty: 3951.804932
	Iteration 42Q: 3 clusters Score -1.988578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190662 members 
Entering Unmasked Estep 
Score: -19885784.000000 Penalty: 3951.804932
	Iteration 43Q: 3 clusters Score -1.988578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190664 members 
Entering Unmasked Estep 
Score: -19885784.000000 Penalty: 3951.804932
	Iteration 44Q: 3 clusters Score -1.988578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190665 members 
Entering Unmasked Estep 
Score: -19885788.000000 Penalty: 3951.804932
	Iteration 45Q: 3 clusters Score -1.988579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -19885792.000000 Penalty: 3951.804932
	Iteration 46Q: 3 clusters Score -1.988579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -19885792.000000 Penalty: 3951.804932
	Iteration 47F: 3 clusters Score -1.988579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Entering Unmasked Estep 
Score: -1272231.500000 Penalty: 1536.591797
	Iteration 0F: 2 clusters Score -1272232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1263192.500000 Penalty: 3073.183594
	Iteration 0F: 3 clusters Score -1263192 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1266599.375000 Penalty: 3073.183594
	Iteration 1F: 3 clusters Score -1266599 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1267286.750000 Penalty: 3073.183594
	Iteration 2F: 3 clusters Score -1267287 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1268037.875000 Penalty: 3073.183594
	Iteration 3F: 3 clusters Score -1268038 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1268776.750000 Penalty: 3073.183594
	Iteration 4F: 3 clusters Score -1268777 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1269388.625000 Penalty: 3073.183594
	Iteration 5F: 3 clusters Score -1269389 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1269879.500000 Penalty: 3073.183594
	Iteration 6F: 3 clusters Score -1269880 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1270232.375000 Penalty: 3073.183594
	Iteration 7Q: 3 clusters Score -1270232 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1270498.875000 Penalty: 3073.183594
	Iteration 8Q: 3 clusters Score -1270499 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1270693.625000 Penalty: 3073.183594
	Iteration 9Q: 3 clusters Score -1270694 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1270834.250000 Penalty: 3073.183594
	Iteration 10Q: 3 clusters Score -1270834 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1270953.875000 Penalty: 3073.183594
	Iteration 11Q: 3 clusters Score -1270954 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1271059.875000 Penalty: 3073.183594
	Iteration 12Q: 3 clusters Score -1271060 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1271165.000000 Penalty: 3073.183594
	Iteration 13Q: 3 clusters Score -1271165 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1271304.875000 Penalty: 3073.183594
	Iteration 14Q: 3 clusters Score -1271305 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1271430.125000 Penalty: 3073.183594
	Iteration 15Q: 3 clusters Score -1271430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1271517.375000 Penalty: 3073.183594
	Iteration 16Q: 3 clusters Score -1271517 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1271568.125000 Penalty: 3073.183594
	Iteration 17Q: 3 clusters Score -1271568 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1271604.500000 Penalty: 3073.183594
	Iteration 18Q: 3 clusters Score -1271604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1271625.875000 Penalty: 3073.183594
	Iteration 19Q: 3 clusters Score -1271626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1271637.250000 Penalty: 3073.183594
	Iteration 20F: 3 clusters Score -1271637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1271640.250000 Penalty: 3073.183594
	Iteration 21Q: 3 clusters Score -1271640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1271645.750000 Penalty: 3073.183594
	Iteration 22Q: 3 clusters Score -1271646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1271647.625000 Penalty: 3073.183594
	Iteration 23Q: 3 clusters Score -1271648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1271646.625000 Penalty: 3073.183594
	Iteration 24Q: 3 clusters Score -1271647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1271652.375000 Penalty: 3073.183594
	Iteration 25Q: 3 clusters Score -1271652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1271658.750000 Penalty: 3073.183594
	Iteration 26Q: 3 clusters Score -1271659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1271659.750000 Penalty: 3073.183594
	Iteration 27Q: 3 clusters Score -1271660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1271657.500000 Penalty: 3073.183594
	Iteration 28Q: 3 clusters Score -1271658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1271659.125000 Penalty: 3073.183594
	Iteration 29Q: 3 clusters Score -1271659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1271659.000000 Penalty: 3073.183594
	Iteration 30Q: 3 clusters Score -1271659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1271661.500000 Penalty: 3073.183594
	Iteration 31Q: 3 clusters Score -1271662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1271662.000000 Penalty: 3073.183594
	Iteration 32Q: 3 clusters Score -1271662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1271662.750000 Penalty: 3073.183594
	Iteration 33Q: 3 clusters Score -1271663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1271662.750000 Penalty: 3073.183594
	Iteration 34Q: 3 clusters Score -1271663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1271663.750000 Penalty: 3073.183594
	Iteration 35Q: 3 clusters Score -1271664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1271664.250000 Penalty: 3073.183594
	Iteration 36Q: 3 clusters Score -1271664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1271664.000000 Penalty: 3073.183594
	Iteration 37Q: 3 clusters Score -1271664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1271664.000000 Penalty: 3073.183594
	Iteration 38F: 3 clusters Score -1271664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Entering Unmasked Estep 
Score: -1518561.625000 Penalty: 1562.199585
	Iteration 0F: 2 clusters Score -1518562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1508265.000000 Penalty: 3124.399170
	Iteration 0F: 3 clusters Score -1508265 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1512184.750000 Penalty: 3124.399170
	Iteration 1F: 3 clusters Score -1512185 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1512620.375000 Penalty: 3124.399170
	Iteration 2F: 3 clusters Score -1512620 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1513142.625000 Penalty: 3124.399170
	Iteration 3F: 3 clusters Score -1513143 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1513889.125000 Penalty: 3124.399170
	Iteration 4F: 3 clusters Score -1513889 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1514890.500000 Penalty: 3124.399170
	Iteration 5F: 3 clusters Score -1514890 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1516138.625000 Penalty: 3124.399170
	Iteration 6F: 3 clusters Score -1516139 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1517233.250000 Penalty: 3124.399170
	Iteration 7F: 3 clusters Score -1517233 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1518145.500000 Penalty: 3124.399170
	Iteration 8F: 3 clusters Score -1518146 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1518948.250000 Penalty: 3124.399170
	Iteration 9F: 3 clusters Score -1518948 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1519552.375000 Penalty: 3124.399170
	Iteration 10Q: 3 clusters Score -1519552 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1519839.500000 Penalty: 3124.399170
	Iteration 11Q: 3 clusters Score -1519840 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1520010.625000 Penalty: 3124.399170
	Iteration 12Q: 3 clusters Score -1520011 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1520088.625000 Penalty: 3124.399170
	Iteration 13Q: 3 clusters Score -1520089 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1520138.000000 Penalty: 3124.399170
	Iteration 14Q: 3 clusters Score -1520138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1520164.500000 Penalty: 3124.399170
	Iteration 15Q: 3 clusters Score -1520164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1520178.750000 Penalty: 3124.399170
	Iteration 16Q: 3 clusters Score -1520179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1520189.125000 Penalty: 3124.399170
	Iteration 17Q: 3 clusters Score -1520189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1520206.125000 Penalty: 3124.399170
	Iteration 18Q: 3 clusters Score -1520206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1520217.500000 Penalty: 3124.399170
	Iteration 19Q: 3 clusters Score -1520218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1520226.750000 Penalty: 3124.399170
	Iteration 20F: 3 clusters Score -1520227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1520229.625000 Penalty: 3124.399170
	Iteration 21Q: 3 clusters Score -1520230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1520233.625000 Penalty: 3124.399170
	Iteration 22Q: 3 clusters Score -1520234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1520235.625000 Penalty: 3124.399170
	Iteration 23Q: 3 clusters Score -1520236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1520239.375000 Penalty: 3124.399170
	Iteration 24Q: 3 clusters Score -1520239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1520239.625000 Penalty: 3124.399170
	Iteration 25Q: 3 clusters Score -1520240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1520246.250000 Penalty: 3124.399170
	Iteration 26Q: 3 clusters Score -1520246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1520246.500000 Penalty: 3124.399170
	Iteration 27Q: 3 clusters Score -1520246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1520247.375000 Penalty: 3124.399170
	Iteration 28Q: 3 clusters Score -1520247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1520249.500000 Penalty: 3124.399170
	Iteration 29Q: 3 clusters Score -1520250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1520250.125000 Penalty: 3124.399170
	Iteration 30Q: 3 clusters Score -1520250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1520250.250000 Penalty: 3124.399170
	Iteration 31Q: 3 clusters Score -1520250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1520246.750000 Penalty: 3124.399170
	Iteration 32Q: 3 clusters Score -1520247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1520248.500000 Penalty: 3124.399170
	Iteration 33Q: 3 clusters Score -1520248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1520250.000000 Penalty: 3124.399170
	Iteration 34Q: 3 clusters Score -1520250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1520248.625000 Penalty: 3124.399170
	Iteration 35Q: 3 clusters Score -1520249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1520248.625000 Penalty: 3124.399170
	Iteration 36F: 3 clusters Score -1520249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 170395 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Entering Unmasked Estep 
Score: -154028528.000000 Penalty: 85643.210938
Splitting cluster 11 changes total score from -154026960.000000 to -154028528.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (75043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Entering Unmasked Estep 
Score: -7852716.500000 Penalty: 1824.195190
	Iteration 0F: 2 clusters Score -7852716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7802473.000000 Penalty: 3648.390381
	Iteration 0F: 3 clusters Score -7802473 nChanged 35674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -7823449.500000 Penalty: 3648.390381
	Iteration 1F: 3 clusters Score -7823450 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -7824643.000000 Penalty: 3648.390381
	Iteration 2Q: 3 clusters Score -7824643 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -7826385.000000 Penalty: 3648.390381
	Iteration 3Q: 3 clusters Score -7826385 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -7828957.000000 Penalty: 3648.390381
	Iteration 4F: 3 clusters Score -7828957 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -7832762.500000 Penalty: 3648.390381
	Iteration 5F: 3 clusters Score -7832762 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -7837705.000000 Penalty: 3648.390381
	Iteration 6F: 3 clusters Score -7837705 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -7842604.500000 Penalty: 3648.390381
	Iteration 7F: 3 clusters Score -7842604 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -7846509.500000 Penalty: 3648.390381
	Iteration 8F: 3 clusters Score -7846510 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7849057.000000 Penalty: 3648.390381
	Iteration 9Q: 3 clusters Score -7849057 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7850300.500000 Penalty: 3648.390381
	Iteration 10Q: 3 clusters Score -7850300 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7850792.500000 Penalty: 3648.390381
	Iteration 11Q: 3 clusters Score -7850792 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7851033.500000 Penalty: 3648.390381
	Iteration 12Q: 3 clusters Score -7851034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7851110.500000 Penalty: 3648.390381
	Iteration 13Q: 3 clusters Score -7851110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7851153.000000 Penalty: 3648.390381
	Iteration 14Q: 3 clusters Score -7851153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7851178.000000 Penalty: 3648.390381
	Iteration 15Q: 3 clusters Score -7851178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7851214.500000 Penalty: 3648.390381
	Iteration 16Q: 3 clusters Score -7851214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7851237.000000 Penalty: 3648.390381
	Iteration 17Q: 3 clusters Score -7851237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7851252.500000 Penalty: 3648.390381
	Iteration 18Q: 3 clusters Score -7851252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7851274.500000 Penalty: 3648.390381
	Iteration 19Q: 3 clusters Score -7851274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7851286.000000 Penalty: 3648.390381
	Iteration 20F: 3 clusters Score -7851286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7851292.500000 Penalty: 3648.390381
	Iteration 21Q: 3 clusters Score -7851292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7851306.500000 Penalty: 3648.390381
	Iteration 22Q: 3 clusters Score -7851306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7851323.000000 Penalty: 3648.390381
	Iteration 23Q: 3 clusters Score -7851323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7851331.500000 Penalty: 3648.390381
	Iteration 24Q: 3 clusters Score -7851332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7851335.500000 Penalty: 3648.390381
	Iteration 25Q: 3 clusters Score -7851336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7851337.000000 Penalty: 3648.390381
	Iteration 26Q: 3 clusters Score -7851337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7851331.000000 Penalty: 3648.390381
	Iteration 27Q: 3 clusters Score -7851331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7851336.000000 Penalty: 3648.390381
	Iteration 28Q: 3 clusters Score -7851336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7851336.000000 Penalty: 3648.390381
	Iteration 29F: 3 clusters Score -7851336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -436164.656250 Penalty: 1379.562622
	Iteration 0F: 2 clusters Score -436164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -432556.437500 Penalty: 2759.125244
	Iteration 0F: 3 clusters Score -432556.4 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -434879.687500 Penalty: 2759.125244
	Iteration 1F: 3 clusters Score -434879.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -436811.031250 Penalty: 2759.125244
	Iteration 2F: 3 clusters Score -436811 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -438266.906250 Penalty: 2759.125244
	Iteration 3F: 3 clusters Score -438266.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -438746.312500 Penalty: 2759.125244
	Iteration 4F: 3 clusters Score -438746.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -438872.562500 Penalty: 2759.125244
	Iteration 5Q: 3 clusters Score -438872.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -438903.312500 Penalty: 2759.125244
	Iteration 6Q: 3 clusters Score -438903.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -438912.937500 Penalty: 2759.125244
	Iteration 7Q: 3 clusters Score -438912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -438917.781250 Penalty: 2759.125244
	Iteration 8Q: 3 clusters Score -438917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -438922.718750 Penalty: 2759.125244
	Iteration 9Q: 3 clusters Score -438922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -438924.000000 Penalty: 2759.125244
	Iteration 10Q: 3 clusters Score -438924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -438925.593750 Penalty: 2759.125244
	Iteration 11Q: 3 clusters Score -438925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -438925.562500 Penalty: 2759.125244
	Iteration 12Q: 3 clusters Score -438925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -438926.906250 Penalty: 2759.125244
	Iteration 13Q: 3 clusters Score -438926.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -438927.750000 Penalty: 2759.125244
	Iteration 14Q: 3 clusters Score -438927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -438928.000000 Penalty: 2759.125244
	Iteration 15Q: 3 clusters Score -438928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -438930.500000 Penalty: 2759.125244
	Iteration 16Q: 3 clusters Score -438930.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -438932.906250 Penalty: 2759.125244
	Iteration 17Q: 3 clusters Score -438932.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -438935.218750 Penalty: 2759.125244
	Iteration 18Q: 3 clusters Score -438935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -438935.687500 Penalty: 2759.125244
	Iteration 19Q: 3 clusters Score -438935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -438936.187500 Penalty: 2759.125244
	Iteration 20F: 3 clusters Score -438936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -438935.968750 Penalty: 2759.125244
	Iteration 21Q: 3 clusters Score -438936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -438936.937500 Penalty: 2759.125244
	Iteration 22Q: 3 clusters Score -438936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -438936.937500 Penalty: 2759.125244
	Iteration 23F: 3 clusters Score -438936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 170395 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Entering Unmasked Estep 
Score: -154030496.000000 Penalty: 87957.890625
Splitting cluster 13 changes total score from -154026960.000000 to -154030496.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (7902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Entering Unmasked Estep 
Score: -774022.500000 Penalty: 1458.416626
	Iteration 0F: 2 clusters Score -774022.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -768324.375000 Penalty: 2916.833252
	Iteration 0F: 3 clusters Score -768324.4 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -770570.687500 Penalty: 2916.833252
	Iteration 1F: 3 clusters Score -770570.7 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -771741.687500 Penalty: 2916.833252
	Iteration 2F: 3 clusters Score -771741.7 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -772795.562500 Penalty: 2916.833252
	Iteration 3F: 3 clusters Score -772795.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -773419.750000 Penalty: 2916.833252
	Iteration 4F: 3 clusters Score -773419.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -773730.875000 Penalty: 2916.833252
	Iteration 5F: 3 clusters Score -773730.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -773909.625000 Penalty: 2916.833252
	Iteration 6Q: 3 clusters Score -773909.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -774025.187500 Penalty: 2916.833252
	Iteration 7Q: 3 clusters Score -774025.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -774103.312500 Penalty: 2916.833252
	Iteration 8Q: 3 clusters Score -774103.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -774143.562500 Penalty: 2916.833252
	Iteration 9Q: 3 clusters Score -774143.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -774179.625000 Penalty: 2916.833252
	Iteration 10Q: 3 clusters Score -774179.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -774205.812500 Penalty: 2916.833252
	Iteration 11Q: 3 clusters Score -774205.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -774221.812500 Penalty: 2916.833252
	Iteration 12Q: 3 clusters Score -774221.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -774232.375000 Penalty: 2916.833252
	Iteration 13Q: 3 clusters Score -774232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -774235.875000 Penalty: 2916.833252
	Iteration 14Q: 3 clusters Score -774235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -774239.687500 Penalty: 2916.833252
	Iteration 15Q: 3 clusters Score -774239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -774241.437500 Penalty: 2916.833252
	Iteration 16Q: 3 clusters Score -774241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -774241.375000 Penalty: 2916.833252
	Iteration 17Q: 3 clusters Score -774241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -774244.375000 Penalty: 2916.833252
	Iteration 18Q: 3 clusters Score -774244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -774245.812500 Penalty: 2916.833252
	Iteration 19Q: 3 clusters Score -774245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -774247.000000 Penalty: 2916.833252
	Iteration 20F: 3 clusters Score -774247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -774245.750000 Penalty: 2916.833252
	Iteration 21Q: 3 clusters Score -774245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -774247.437500 Penalty: 2916.833252
	Iteration 22Q: 3 clusters Score -774247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -774247.062500 Penalty: 2916.833252
	Iteration 23Q: 3 clusters Score -774247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -774249.937500 Penalty: 2916.833252
	Iteration 24Q: 3 clusters Score -774249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -774250.187500 Penalty: 2916.833252
	Iteration 25Q: 3 clusters Score -774250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -774249.937500 Penalty: 2916.833252
	Iteration 26Q: 3 clusters Score -774249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -774250.375000 Penalty: 2916.833252
	Iteration 27Q: 3 clusters Score -774250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -774249.437500 Penalty: 2916.833252
	Iteration 28Q: 3 clusters Score -774249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -774249.437500 Penalty: 2916.833252
	Iteration 29F: 3 clusters Score -774249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 170395 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Entering Unmasked Estep 
Score: -154029504.000000 Penalty: 90272.570312
Splitting cluster 14 changes total score from -154026960.000000 to -154029504.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (170395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Entering Unmasked Estep 
Score: -17881920.000000 Penalty: 1957.454590
	Iteration 0F: 2 clusters Score -1.788192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -17784140.000000 Penalty: 3914.909180
	Iteration 0F: 3 clusters Score -1.778414e+07 nChanged 82412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -17833842.000000 Penalty: 3914.909180
	Iteration 1F: 3 clusters Score -1.783384e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -17836096.000000 Penalty: 3914.909180
	Iteration 2Q: 3 clusters Score -1.78361e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -17839406.000000 Penalty: 3914.909180
	Iteration 3Q: 3 clusters Score -1.783941e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -17844682.000000 Penalty: 3914.909180
	Iteration 4F: 3 clusters Score -1.784468e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -17851968.000000 Penalty: 3914.909180
	Iteration 5F: 3 clusters Score -1.785197e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110031 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -17861694.000000 Penalty: 3914.909180
	Iteration 6F: 3 clusters Score -1.786169e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -17872218.000000 Penalty: 3914.909180
	Iteration 7F: 3 clusters Score -1.787222e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -17879908.000000 Penalty: 3914.909180
	Iteration 8F: 3 clusters Score -1.787991e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126183 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -17883232.000000 Penalty: 3914.909180
	Iteration 9Q: 3 clusters Score -1.788323e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -17884544.000000 Penalty: 3914.909180
	Iteration 10Q: 3 clusters Score -1.788454e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -17885312.000000 Penalty: 3914.909180
	Iteration 11Q: 3 clusters Score -1.788531e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -17886024.000000 Penalty: 3914.909180
	Iteration 12Q: 3 clusters Score -1.788602e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -17886794.000000 Penalty: 3914.909180
	Iteration 13Q: 3 clusters Score -1.788679e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138847 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -17887398.000000 Penalty: 3914.909180
	Iteration 14Q: 3 clusters Score -1.78874e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -17888042.000000 Penalty: 3914.909180
	Iteration 15Q: 3 clusters Score -1.788804e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143627 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -17888622.000000 Penalty: 3914.909180
	Iteration 16Q: 3 clusters Score -1.788862e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -17888930.000000 Penalty: 3914.909180
	Iteration 17Q: 3 clusters Score -1.788893e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148256 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -17888786.000000 Penalty: 3914.909180
	Iteration 18Q: 3 clusters Score -1.788879e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -17888504.000000 Penalty: 3914.909180
	Iteration 19Q: 3 clusters Score -1.78885e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -17887978.000000 Penalty: 3914.909180
	Iteration 20F: 3 clusters Score -1.788798e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -17887462.000000 Penalty: 3914.909180
	Iteration 21Q: 3 clusters Score -1.788746e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -17886842.000000 Penalty: 3914.909180
	Iteration 22Q: 3 clusters Score -1.788684e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158236 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -17886484.000000 Penalty: 3914.909180
	Iteration 23Q: 3 clusters Score -1.788648e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -17886014.000000 Penalty: 3914.909180
	Iteration 24Q: 3 clusters Score -1.788601e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -17885546.000000 Penalty: 3914.909180
	Iteration 25Q: 3 clusters Score -1.788555e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -17885102.000000 Penalty: 3914.909180
	Iteration 26Q: 3 clusters Score -1.78851e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -17884694.000000 Penalty: 3914.909180
	Iteration 27Q: 3 clusters Score -1.788469e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -17884390.000000 Penalty: 3914.909180
	Iteration 28Q: 3 clusters Score -1.788439e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -17884022.000000 Penalty: 3914.909180
	Iteration 29Q: 3 clusters Score -1.788402e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -17883890.000000 Penalty: 3914.909180
	Iteration 30Q: 3 clusters Score -1.788389e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165632 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -17883642.000000 Penalty: 3914.909180
	Iteration 31Q: 3 clusters Score -1.788364e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166078 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -17883418.000000 Penalty: 3914.909180
	Iteration 32Q: 3 clusters Score -1.788342e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166483 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -17883204.000000 Penalty: 3914.909180
	Iteration 33Q: 3 clusters Score -1.78832e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17883044.000000 Penalty: 3914.909180
	Iteration 34Q: 3 clusters Score -1.788304e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167067 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -17882908.000000 Penalty: 3914.909180
	Iteration 35Q: 3 clusters Score -1.788291e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167277 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -17882856.000000 Penalty: 3914.909180
	Iteration 36Q: 3 clusters Score -1.788286e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -17882764.000000 Penalty: 3914.909180
	Iteration 37Q: 3 clusters Score -1.788276e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -17882704.000000 Penalty: 3914.909180
	Iteration 38Q: 3 clusters Score -1.78827e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17882656.000000 Penalty: 3914.909180
	Iteration 39Q: 3 clusters Score -1.788266e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167867 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -17882592.000000 Penalty: 3914.909180
	Iteration 40F: 3 clusters Score -1.788259e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -17882524.000000 Penalty: 3914.909180
	Iteration 41Q: 3 clusters Score -1.788252e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168030 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -17882486.000000 Penalty: 3914.909180
	Iteration 42Q: 3 clusters Score -1.788249e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -17882482.000000 Penalty: 3914.909180
	Iteration 43Q: 3 clusters Score -1.788248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -17882442.000000 Penalty: 3914.909180
	Iteration 44Q: 3 clusters Score -1.788244e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168176 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -17882416.000000 Penalty: 3914.909180
	Iteration 45Q: 3 clusters Score -1.788242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168224 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17882408.000000 Penalty: 3914.909180
	Iteration 46Q: 3 clusters Score -1.788241e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168255 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -17882356.000000 Penalty: 3914.909180
	Iteration 47Q: 3 clusters Score -1.788236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168274 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -17882340.000000 Penalty: 3914.909180
	Iteration 48Q: 3 clusters Score -1.788234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17882336.000000 Penalty: 3914.909180
	Iteration 49Q: 3 clusters Score -1.788234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17882318.000000 Penalty: 3914.909180
	Iteration 50Q: 3 clusters Score -1.788232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -17882328.000000 Penalty: 3914.909180
	Iteration 51Q: 3 clusters Score -1.788233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -17882314.000000 Penalty: 3914.909180
	Iteration 52Q: 3 clusters Score -1.788231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -17882314.000000 Penalty: 3914.909180
	Iteration 53Q: 3 clusters Score -1.788231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168383 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17882306.000000 Penalty: 3914.909180
	Iteration 54Q: 3 clusters Score -1.788231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168404 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17882288.000000 Penalty: 3914.909180
	Iteration 55Q: 3 clusters Score -1.788229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -17882284.000000 Penalty: 3914.909180
	Iteration 56Q: 3 clusters Score -1.788228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17882282.000000 Penalty: 3914.909180
	Iteration 57Q: 3 clusters Score -1.788228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17882272.000000 Penalty: 3914.909180
	Iteration 58Q: 3 clusters Score -1.788227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -17882276.000000 Penalty: 3914.909180
	Iteration 59Q: 3 clusters Score -1.788228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -17882280.000000 Penalty: 3914.909180
	Iteration 60F: 3 clusters Score -1.788228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -17882250.000000 Penalty: 3914.909180
	Iteration 61Q: 3 clusters Score -1.788225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17882256.000000 Penalty: 3914.909180
	Iteration 62Q: 3 clusters Score -1.788226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168479 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -17882256.000000 Penalty: 3914.909180
	Iteration 63Q: 3 clusters Score -1.788226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -17882266.000000 Penalty: 3914.909180
	Iteration 64Q: 3 clusters Score -1.788227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17882266.000000 Penalty: 3914.909180
	Iteration 65Q: 3 clusters Score -1.788227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -17882252.000000 Penalty: 3914.909180
	Iteration 66Q: 3 clusters Score -1.788225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -17882250.000000 Penalty: 3914.909180
	Iteration 67Q: 3 clusters Score -1.788225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -17882258.000000 Penalty: 3914.909180
	Iteration 68Q: 3 clusters Score -1.788226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17882262.000000 Penalty: 3914.909180
	Iteration 69Q: 3 clusters Score -1.788226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17882262.000000 Penalty: 3914.909180
	Iteration 70F: 3 clusters Score -1.788226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Entering Unmasked Estep 
Score: -154029424.000000 Penalty: 92587.257812
Splitting cluster 15 changes total score from -154026960.000000 to -154029424.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -316761.093750 Penalty: 1334.454224
	Iteration 0F: 2 clusters Score -316761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -313726.468750 Penalty: 2668.908447
	Iteration 0F: 3 clusters Score -313726.5 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -315187.218750 Penalty: 2668.908447
	Iteration 1F: 3 clusters Score -315187.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -315989.125000 Penalty: 2668.908447
	Iteration 2F: 3 clusters Score -315989.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -316632.750000 Penalty: 2668.908447
	Iteration 3F: 3 clusters Score -316632.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -316960.156250 Penalty: 2668.908447
	Iteration 4F: 3 clusters Score -316960.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -317090.000000 Penalty: 2668.908447
	Iteration 5Q: 3 clusters Score -317090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -317131.125000 Penalty: 2668.908447
	Iteration 6Q: 3 clusters Score -317131.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -317146.250000 Penalty: 2668.908447
	Iteration 7Q: 3 clusters Score -317146.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317159.843750 Penalty: 2668.908447
	Iteration 8Q: 3 clusters Score -317159.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -317166.125000 Penalty: 2668.908447
	Iteration 9Q: 3 clusters Score -317166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317170.562500 Penalty: 2668.908447
	Iteration 10Q: 3 clusters Score -317170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -317181.906250 Penalty: 2668.908447
	Iteration 11Q: 3 clusters Score -317181.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317190.062500 Penalty: 2668.908447
	Iteration 12Q: 3 clusters Score -317190.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -317202.875000 Penalty: 2668.908447
	Iteration 13Q: 3 clusters Score -317202.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317207.156250 Penalty: 2668.908447
	Iteration 14Q: 3 clusters Score -317207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -317210.000000 Penalty: 2668.908447
	Iteration 15Q: 3 clusters Score -317210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317212.281250 Penalty: 2668.908447
	Iteration 16Q: 3 clusters Score -317212.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317215.718750 Penalty: 2668.908447
	Iteration 17Q: 3 clusters Score -317215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -317217.437500 Penalty: 2668.908447
	Iteration 18Q: 3 clusters Score -317217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -317221.281250 Penalty: 2668.908447
	Iteration 19Q: 3 clusters Score -317221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -317223.468750 Penalty: 2668.908447
	Iteration 20F: 3 clusters Score -317223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -317223.250000 Penalty: 2668.908447
	Iteration 21Q: 3 clusters Score -317223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -317223.781250 Penalty: 2668.908447
	Iteration 22Q: 3 clusters Score -317223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317224.406250 Penalty: 2668.908447
	Iteration 23Q: 3 clusters Score -317224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317224.718750 Penalty: 2668.908447
	Iteration 24Q: 3 clusters Score -317224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317224.718750 Penalty: 2668.908447
	Iteration 25F: 3 clusters Score -317224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 8131 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Entering Unmasked Estep 
Score: -154028864.000000 Penalty: 94901.937500
Splitting cluster 16 changes total score from -154026960.000000 to -154028864.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (67574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Entering Unmasked Estep 
Score: -7142500.500000 Penalty: 1807.158936
	Iteration 0F: 2 clusters Score -7142500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -7097653.500000 Penalty: 3614.317871
	Iteration 0F: 3 clusters Score -7097654 nChanged 31884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -7116314.500000 Penalty: 3614.317871
	Iteration 1F: 3 clusters Score -7116314 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -7117631.500000 Penalty: 3614.317871
	Iteration 2Q: 3 clusters Score -7117632 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7119605.000000 Penalty: 3614.317871
	Iteration 3F: 3 clusters Score -7119605 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -7122220.000000 Penalty: 3614.317871
	Iteration 4F: 3 clusters Score -7122220 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7125312.500000 Penalty: 3614.317871
	Iteration 5F: 3 clusters Score -7125312 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -7128437.000000 Penalty: 3614.317871
	Iteration 6F: 3 clusters Score -7128437 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -7131249.000000 Penalty: 3614.317871
	Iteration 7F: 3 clusters Score -7131249 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -7133606.500000 Penalty: 3614.317871
	Iteration 8Q: 3 clusters Score -7133606 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -7135444.500000 Penalty: 3614.317871
	Iteration 9Q: 3 clusters Score -7135444 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -7136983.000000 Penalty: 3614.317871
	Iteration 10Q: 3 clusters Score -7136983 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7138260.500000 Penalty: 3614.317871
	Iteration 11Q: 3 clusters Score -7138260 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7139182.000000 Penalty: 3614.317871
	Iteration 12Q: 3 clusters Score -7139182 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7139772.000000 Penalty: 3614.317871
	Iteration 13Q: 3 clusters Score -7139772 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7140181.000000 Penalty: 3614.317871
	Iteration 14Q: 3 clusters Score -7140181 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7140437.500000 Penalty: 3614.317871
	Iteration 15Q: 3 clusters Score -7140438 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7140601.500000 Penalty: 3614.317871
	Iteration 16Q: 3 clusters Score -7140602 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7140732.500000 Penalty: 3614.317871
	Iteration 17Q: 3 clusters Score -7140732 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7140797.500000 Penalty: 3614.317871
	Iteration 18Q: 3 clusters Score -7140798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7140862.500000 Penalty: 3614.317871
	Iteration 19Q: 3 clusters Score -7140862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7140904.000000 Penalty: 3614.317871
	Iteration 20F: 3 clusters Score -7140904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7140932.000000 Penalty: 3614.317871
	Iteration 21Q: 3 clusters Score -7140932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7140962.000000 Penalty: 3614.317871
	Iteration 22Q: 3 clusters Score -7140962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7140980.000000 Penalty: 3614.317871
	Iteration 23Q: 3 clusters Score -7140980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7140993.000000 Penalty: 3614.317871
	Iteration 24Q: 3 clusters Score -7140993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7141005.000000 Penalty: 3614.317871
	Iteration 25Q: 3 clusters Score -7141005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7141007.500000 Penalty: 3614.317871
	Iteration 26Q: 3 clusters Score -7141008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7141016.500000 Penalty: 3614.317871
	Iteration 27Q: 3 clusters Score -7141016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7141025.500000 Penalty: 3614.317871
	Iteration 28Q: 3 clusters Score -7141026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7141030.000000 Penalty: 3614.317871
	Iteration 29Q: 3 clusters Score -7141030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7141036.500000 Penalty: 3614.317871
	Iteration 30Q: 3 clusters Score -7141036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7141036.000000 Penalty: 3614.317871
	Iteration 31Q: 3 clusters Score -7141036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7141049.500000 Penalty: 3614.317871
	Iteration 32Q: 3 clusters Score -7141050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7141054.500000 Penalty: 3614.317871
	Iteration 33Q: 3 clusters Score -7141054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7141058.500000 Penalty: 3614.317871
	Iteration 34Q: 3 clusters Score -7141058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7141063.500000 Penalty: 3614.317871
	Iteration 35Q: 3 clusters Score -7141064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7141064.500000 Penalty: 3614.317871
	Iteration 36Q: 3 clusters Score -7141064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7141069.000000 Penalty: 3614.317871
	Iteration 37Q: 3 clusters Score -7141069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7141083.000000 Penalty: 3614.317871
	Iteration 38Q: 3 clusters Score -7141083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7141082.000000 Penalty: 3614.317871
	Iteration 39Q: 3 clusters Score -7141082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7141083.500000 Penalty: 3614.317871
	Iteration 40F: 3 clusters Score -7141084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7141083.500000 Penalty: 3614.317871
	Iteration 41Q: 3 clusters Score -7141084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7141083.000000 Penalty: 3614.317871
	Iteration 42Q: 3 clusters Score -7141083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7141084.500000 Penalty: 3614.317871
	Iteration 43Q: 3 clusters Score -7141084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7141084.500000 Penalty: 3614.317871
	Iteration 44F: 3 clusters Score -7141084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (92020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Entering Unmasked Estep 
Score: -9622716.000000 Penalty: 1857.336182
	Iteration 0F: 2 clusters Score -9622716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -9561379.000000 Penalty: 3714.672363
	Iteration 0F: 3 clusters Score -9561379 nChanged 43873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -9586542.000000 Penalty: 3714.672363
	Iteration 1F: 3 clusters Score -9586542 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -9587359.000000 Penalty: 3714.672363
	Iteration 2Q: 3 clusters Score -9587359 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9588324.000000 Penalty: 3714.672363
	Iteration 3Q: 3 clusters Score -9588324 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -9589350.000000 Penalty: 3714.672363
	Iteration 4Q: 3 clusters Score -9589350 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9590629.000000 Penalty: 3714.672363
	Iteration 5Q: 3 clusters Score -9590629 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -9591848.000000 Penalty: 3714.672363
	Iteration 6Q: 3 clusters Score -9591848 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9593350.000000 Penalty: 3714.672363
	Iteration 7Q: 3 clusters Score -9593350 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -9595356.000000 Penalty: 3714.672363
	Iteration 8Q: 3 clusters Score -9595356 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -9597804.000000 Penalty: 3714.672363
	Iteration 9Q: 3 clusters Score -9597804 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -9600535.000000 Penalty: 3714.672363
	Iteration 10F: 3 clusters Score -9600535 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -9602955.000000 Penalty: 3714.672363
	Iteration 11Q: 3 clusters Score -9602955 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -9604715.000000 Penalty: 3714.672363
	Iteration 12Q: 3 clusters Score -9604715 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -9605786.000000 Penalty: 3714.672363
	Iteration 13Q: 3 clusters Score -9605786 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -9606380.000000 Penalty: 3714.672363
	Iteration 14Q: 3 clusters Score -9606380 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -9606809.000000 Penalty: 3714.672363
	Iteration 15Q: 3 clusters Score -9606809 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -9607107.000000 Penalty: 3714.672363
	Iteration 16Q: 3 clusters Score -9607107 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -9607434.000000 Penalty: 3714.672363
	Iteration 17Q: 3 clusters Score -9607434 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -9607829.000000 Penalty: 3714.672363
	Iteration 18Q: 3 clusters Score -9607829 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -9608289.000000 Penalty: 3714.672363
	Iteration 19Q: 3 clusters Score -9608289 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -9608785.000000 Penalty: 3714.672363
	Iteration 20F: 3 clusters Score -9608785 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9609413.000000 Penalty: 3714.672363
	Iteration 21Q: 3 clusters Score -9609413 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -9610006.000000 Penalty: 3714.672363
	Iteration 22Q: 3 clusters Score -9610006 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -9610674.000000 Penalty: 3714.672363
	Iteration 23Q: 3 clusters Score -9610674 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -9611450.000000 Penalty: 3714.672363
	Iteration 24Q: 3 clusters Score -9611450 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -9612454.000000 Penalty: 3714.672363
	Iteration 25Q: 3 clusters Score -9612454 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -9613542.000000 Penalty: 3714.672363
	Iteration 26Q: 3 clusters Score -9613542 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -9614631.000000 Penalty: 3714.672363
	Iteration 27Q: 3 clusters Score -9614631 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -9615776.000000 Penalty: 3714.672363
	Iteration 28Q: 3 clusters Score -9615776 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -9617034.000000 Penalty: 3714.672363
	Iteration 29Q: 3 clusters Score -9617034 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -9618214.000000 Penalty: 3714.672363
	Iteration 30Q: 3 clusters Score -9618214 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -9619260.000000 Penalty: 3714.672363
	Iteration 31Q: 3 clusters Score -9619260 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -9619968.000000 Penalty: 3714.672363
	Iteration 32Q: 3 clusters Score -9619968 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -9620425.000000 Penalty: 3714.672363
	Iteration 33Q: 3 clusters Score -9620425 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -9620731.000000 Penalty: 3714.672363
	Iteration 34Q: 3 clusters Score -9620731 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -9620863.000000 Penalty: 3714.672363
	Iteration 35Q: 3 clusters Score -9620863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -9620919.000000 Penalty: 3714.672363
	Iteration 36Q: 3 clusters Score -9620919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -9620982.000000 Penalty: 3714.672363
	Iteration 37Q: 3 clusters Score -9620982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -9621011.000000 Penalty: 3714.672363
	Iteration 38Q: 3 clusters Score -9621011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -9621033.000000 Penalty: 3714.672363
	Iteration 39Q: 3 clusters Score -9621033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -9621047.000000 Penalty: 3714.672363
	Iteration 40F: 3 clusters Score -9621047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -9621058.000000 Penalty: 3714.672363
	Iteration 41Q: 3 clusters Score -9621058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -9621065.000000 Penalty: 3714.672363
	Iteration 42Q: 3 clusters Score -9621065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -9621065.000000 Penalty: 3714.672363
	Iteration 43Q: 3 clusters Score -9621065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -9621066.000000 Penalty: 3714.672363
	Iteration 44Q: 3 clusters Score -9621066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -9621076.000000 Penalty: 3714.672363
	Iteration 45Q: 3 clusters Score -9621076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -9621083.000000 Penalty: 3714.672363
	Iteration 46Q: 3 clusters Score -9621083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -9621081.000000 Penalty: 3714.672363
	Iteration 47Q: 3 clusters Score -9621081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -9621082.000000 Penalty: 3714.672363
	Iteration 48Q: 3 clusters Score -9621082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -9621082.000000 Penalty: 3714.672363
	Iteration 49F: 3 clusters Score -9621082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (119555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119555 members 
Entering Unmasked Estep 
Score: -12501168.000000 Penalty: 1899.874023
	Iteration 0F: 2 clusters Score -1.250117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -12421023.000000 Penalty: 3799.748047
	Iteration 0F: 3 clusters Score -1.242102e+07 nChanged 57714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -12455128.000000 Penalty: 3799.748047
	Iteration 1F: 3 clusters Score -1.245513e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -12456301.000000 Penalty: 3799.748047
	Iteration 2Q: 3 clusters Score -1.24563e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -12458045.000000 Penalty: 3799.748047
	Iteration 3Q: 3 clusters Score -1.245804e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -12461190.000000 Penalty: 3799.748047
	Iteration 4F: 3 clusters Score -1.246119e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -12466250.000000 Penalty: 3799.748047
	Iteration 5F: 3 clusters Score -1.246625e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -12473696.000000 Penalty: 3799.748047
	Iteration 6F: 3 clusters Score -1.24737e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -12482596.000000 Penalty: 3799.748047
	Iteration 7F: 3 clusters Score -1.24826e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -12490572.000000 Penalty: 3799.748047
	Iteration 8F: 3 clusters Score -1.249057e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -12495998.000000 Penalty: 3799.748047
	Iteration 9Q: 3 clusters Score -1.2496e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12498304.000000 Penalty: 3799.748047
	Iteration 10Q: 3 clusters Score -1.24983e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12499085.000000 Penalty: 3799.748047
	Iteration 11Q: 3 clusters Score -1.249908e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119245 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12499336.000000 Penalty: 3799.748047
	Iteration 12Q: 3 clusters Score -1.249934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119320 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12499398.000000 Penalty: 3799.748047
	Iteration 13Q: 3 clusters Score -1.24994e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119352 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12499442.000000 Penalty: 3799.748047
	Iteration 14Q: 3 clusters Score -1.249944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119364 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12499481.000000 Penalty: 3799.748047
	Iteration 15Q: 3 clusters Score -1.249948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12499499.000000 Penalty: 3799.748047
	Iteration 16Q: 3 clusters Score -1.24995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12499498.000000 Penalty: 3799.748047
	Iteration 17Q: 3 clusters Score -1.24995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12499507.000000 Penalty: 3799.748047
	Iteration 18Q: 3 clusters Score -1.249951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12499505.000000 Penalty: 3799.748047
	Iteration 19Q: 3 clusters Score -1.24995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12499515.000000 Penalty: 3799.748047
	Iteration 20F: 3 clusters Score -1.249952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12499513.000000 Penalty: 3799.748047
	Iteration 21Q: 3 clusters Score -1.249951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12499517.000000 Penalty: 3799.748047
	Iteration 22Q: 3 clusters Score -1.249952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12499517.000000 Penalty: 3799.748047
	Iteration 23F: 3 clusters Score -1.249952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -514396.125000 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -514396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -510431.906250 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -510431.9 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -511534.281250 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -511534.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -511754.718750 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -511754.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -511971.125000 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -511971.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -512199.937500 Penalty: 2769.837891
	Iteration 4F: 3 clusters Score -512199.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -512443.531250 Penalty: 2769.837891
	Iteration 5F: 3 clusters Score -512443.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -512680.593750 Penalty: 2769.837891
	Iteration 6F: 3 clusters Score -512680.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -512901.875000 Penalty: 2769.837891
	Iteration 7F: 3 clusters Score -512901.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -513082.812500 Penalty: 2769.837891
	Iteration 8Q: 3 clusters Score -513082.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -513208.218750 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -513208.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -513273.031250 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -513273 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -513308.343750 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -513308.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -513328.937500 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -513328.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -513338.843750 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -513338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -513348.281250 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -513348.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -513353.843750 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -513353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -513357.437500 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -513357.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -513360.093750 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -513360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -513361.562500 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -513361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -513362.906250 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -513362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -513362.906250 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -513362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -513364.812500 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -513364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -513367.281250 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -513367.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -513367.343750 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -513367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -513369.031250 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -513369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -513369.437500 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -513369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -513369.093750 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -513369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -513369.093750 Penalty: 2769.837891
	Iteration 27F: 3 clusters Score -513369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Entering Unmasked Estep 
Score: -3112286.500000 Penalty: 1673.981445
	Iteration 0F: 2 clusters Score -3112286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3092393.500000 Penalty: 3347.962891
	Iteration 0F: 3 clusters Score -3092394 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3100243.250000 Penalty: 3347.962891
	Iteration 1F: 3 clusters Score -3100243 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3100806.250000 Penalty: 3347.962891
	Iteration 2F: 3 clusters Score -3100806 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3101497.750000 Penalty: 3347.962891
	Iteration 3F: 3 clusters Score -3101498 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3102356.000000 Penalty: 3347.962891
	Iteration 4F: 3 clusters Score -3102356 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3103433.250000 Penalty: 3347.962891
	Iteration 5F: 3 clusters Score -3103433 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3104539.750000 Penalty: 3347.962891
	Iteration 6F: 3 clusters Score -3104540 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3105793.250000 Penalty: 3347.962891
	Iteration 7F: 3 clusters Score -3105793 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3107046.000000 Penalty: 3347.962891
	Iteration 8F: 3 clusters Score -3107046 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3108139.500000 Penalty: 3347.962891
	Iteration 9Q: 3 clusters Score -3108140 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3108949.000000 Penalty: 3347.962891
	Iteration 10Q: 3 clusters Score -3108949 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3109532.750000 Penalty: 3347.962891
	Iteration 11Q: 3 clusters Score -3109533 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3109919.750000 Penalty: 3347.962891
	Iteration 12Q: 3 clusters Score -3109920 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3110181.500000 Penalty: 3347.962891
	Iteration 13Q: 3 clusters Score -3110182 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3110399.250000 Penalty: 3347.962891
	Iteration 14Q: 3 clusters Score -3110399 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3110561.250000 Penalty: 3347.962891
	Iteration 15Q: 3 clusters Score -3110561 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3110676.250000 Penalty: 3347.962891
	Iteration 16Q: 3 clusters Score -3110676 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3110776.250000 Penalty: 3347.962891
	Iteration 17Q: 3 clusters Score -3110776 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3110847.000000 Penalty: 3347.962891
	Iteration 18Q: 3 clusters Score -3110847 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3110889.250000 Penalty: 3347.962891
	Iteration 19Q: 3 clusters Score -3110889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3110922.750000 Penalty: 3347.962891
	Iteration 20F: 3 clusters Score -3110923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3110960.500000 Penalty: 3347.962891
	Iteration 21Q: 3 clusters Score -3110960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3110972.750000 Penalty: 3347.962891
	Iteration 22Q: 3 clusters Score -3110973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3110989.500000 Penalty: 3347.962891
	Iteration 23Q: 3 clusters Score -3110990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3111001.750000 Penalty: 3347.962891
	Iteration 24Q: 3 clusters Score -3111002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3111004.500000 Penalty: 3347.962891
	Iteration 25Q: 3 clusters Score -3111004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3111009.250000 Penalty: 3347.962891
	Iteration 26Q: 3 clusters Score -3111009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3111021.000000 Penalty: 3347.962891
	Iteration 27Q: 3 clusters Score -3111021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3111034.750000 Penalty: 3347.962891
	Iteration 28Q: 3 clusters Score -3111035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3111048.750000 Penalty: 3347.962891
	Iteration 29Q: 3 clusters Score -3111049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3111055.500000 Penalty: 3347.962891
	Iteration 30Q: 3 clusters Score -3111056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3111056.500000 Penalty: 3347.962891
	Iteration 31Q: 3 clusters Score -3111056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3111054.500000 Penalty: 3347.962891
	Iteration 32Q: 3 clusters Score -3111054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3111054.750000 Penalty: 3347.962891
	Iteration 33Q: 3 clusters Score -3111055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3111058.250000 Penalty: 3347.962891
	Iteration 34Q: 3 clusters Score -3111058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3111068.000000 Penalty: 3347.962891
	Iteration 35Q: 3 clusters Score -3111068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3111066.250000 Penalty: 3347.962891
	Iteration 36Q: 3 clusters Score -3111066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3111073.500000 Penalty: 3347.962891
	Iteration 37Q: 3 clusters Score -3111074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3111076.500000 Penalty: 3347.962891
	Iteration 38Q: 3 clusters Score -3111076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3111080.000000 Penalty: 3347.962891
	Iteration 39Q: 3 clusters Score -3111080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3111085.250000 Penalty: 3347.962891
	Iteration 40F: 3 clusters Score -3111085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3111085.250000 Penalty: 3347.962891
	Iteration 41Q: 3 clusters Score -3111085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3111087.250000 Penalty: 3347.962891
	Iteration 42Q: 3 clusters Score -3111087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3111091.250000 Penalty: 3347.962891
	Iteration 43Q: 3 clusters Score -3111091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3111092.250000 Penalty: 3347.962891
	Iteration 44Q: 3 clusters Score -3111092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3111096.750000 Penalty: 3347.962891
	Iteration 45Q: 3 clusters Score -3111097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3111102.250000 Penalty: 3347.962891
	Iteration 46Q: 3 clusters Score -3111102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3111101.000000 Penalty: 3347.962891
	Iteration 47Q: 3 clusters Score -3111101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3111099.250000 Penalty: 3347.962891
	Iteration 48Q: 3 clusters Score -3111099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3111106.500000 Penalty: 3347.962891
	Iteration 49Q: 3 clusters Score -3111106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3111106.000000 Penalty: 3347.962891
	Iteration 50Q: 3 clusters Score -3111106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3111103.250000 Penalty: 3347.962891
	Iteration 51Q: 3 clusters Score -3111103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3111103.250000 Penalty: 3347.962891
	Iteration 52F: 3 clusters Score -3111103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Entering Unmasked Estep 
Score: -3810779.750000 Penalty: 1711.721191
	Iteration 0F: 2 clusters Score -3810780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3785720.000000 Penalty: 3423.442383
	Iteration 0F: 3 clusters Score -3785720 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3795683.750000 Penalty: 3423.442383
	Iteration 1F: 3 clusters Score -3795684 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3796770.500000 Penalty: 3423.442383
	Iteration 2F: 3 clusters Score -3796770 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3798363.750000 Penalty: 3423.442383
	Iteration 3F: 3 clusters Score -3798364 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3800393.250000 Penalty: 3423.442383
	Iteration 4F: 3 clusters Score -3800393 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3802469.000000 Penalty: 3423.442383
	Iteration 5F: 3 clusters Score -3802469 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3804266.000000 Penalty: 3423.442383
	Iteration 6F: 3 clusters Score -3804266 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3805773.500000 Penalty: 3423.442383
	Iteration 7F: 3 clusters Score -3805774 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3806945.000000 Penalty: 3423.442383
	Iteration 8Q: 3 clusters Score -3806945 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3807846.750000 Penalty: 3423.442383
	Iteration 9Q: 3 clusters Score -3807847 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3808434.750000 Penalty: 3423.442383
	Iteration 10Q: 3 clusters Score -3808435 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3808897.000000 Penalty: 3423.442383
	Iteration 11Q: 3 clusters Score -3808897 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3809207.000000 Penalty: 3423.442383
	Iteration 12Q: 3 clusters Score -3809207 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3809435.250000 Penalty: 3423.442383
	Iteration 13Q: 3 clusters Score -3809435 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3809566.250000 Penalty: 3423.442383
	Iteration 14Q: 3 clusters Score -3809566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3809669.250000 Penalty: 3423.442383
	Iteration 15Q: 3 clusters Score -3809669 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3809743.500000 Penalty: 3423.442383
	Iteration 16Q: 3 clusters Score -3809744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3809787.750000 Penalty: 3423.442383
	Iteration 17Q: 3 clusters Score -3809788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3809833.250000 Penalty: 3423.442383
	Iteration 18Q: 3 clusters Score -3809833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3809869.250000 Penalty: 3423.442383
	Iteration 19Q: 3 clusters Score -3809869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3809890.250000 Penalty: 3423.442383
	Iteration 20F: 3 clusters Score -3809890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3809897.250000 Penalty: 3423.442383
	Iteration 21Q: 3 clusters Score -3809897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3809904.750000 Penalty: 3423.442383
	Iteration 22Q: 3 clusters Score -3809905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3809917.750000 Penalty: 3423.442383
	Iteration 23Q: 3 clusters Score -3809918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3809917.000000 Penalty: 3423.442383
	Iteration 24Q: 3 clusters Score -3809917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3809916.250000 Penalty: 3423.442383
	Iteration 25Q: 3 clusters Score -3809916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3809919.000000 Penalty: 3423.442383
	Iteration 26Q: 3 clusters Score -3809919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3809920.750000 Penalty: 3423.442383
	Iteration 27Q: 3 clusters Score -3809921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3809920.500000 Penalty: 3423.442383
	Iteration 28Q: 3 clusters Score -3809920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3809922.000000 Penalty: 3423.442383
	Iteration 29Q: 3 clusters Score -3809922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3809922.750000 Penalty: 3423.442383
	Iteration 30Q: 3 clusters Score -3809923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3809923.250000 Penalty: 3423.442383
	Iteration 31Q: 3 clusters Score -3809923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3809920.750000 Penalty: 3423.442383
	Iteration 32Q: 3 clusters Score -3809921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3809928.000000 Penalty: 3423.442383
	Iteration 33Q: 3 clusters Score -3809928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3809930.750000 Penalty: 3423.442383
	Iteration 34Q: 3 clusters Score -3809931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3809932.500000 Penalty: 3423.442383
	Iteration 35Q: 3 clusters Score -3809932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3809927.250000 Penalty: 3423.442383
	Iteration 36Q: 3 clusters Score -3809927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3809927.250000 Penalty: 3423.442383
	Iteration 37F: 3 clusters Score -3809927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -802171.750000 Penalty: 1463.058838
	Iteration 0F: 2 clusters Score -802171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -796210.187500 Penalty: 2926.117676
	Iteration 0F: 3 clusters Score -796210.2 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -798083.062500 Penalty: 2926.117676
	Iteration 1F: 3 clusters Score -798083.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -798368.625000 Penalty: 2926.117676
	Iteration 2F: 3 clusters Score -798368.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -798650.625000 Penalty: 2926.117676
	Iteration 3F: 3 clusters Score -798650.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -798994.250000 Penalty: 2926.117676
	Iteration 4F: 3 clusters Score -798994.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -799382.187500 Penalty: 2926.117676
	Iteration 5F: 3 clusters Score -799382.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -799795.187500 Penalty: 2926.117676
	Iteration 6F: 3 clusters Score -799795.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -800214.062500 Penalty: 2926.117676
	Iteration 7F: 3 clusters Score -800214.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -800522.000000 Penalty: 2926.117676
	Iteration 8F: 3 clusters Score -800522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -800778.562500 Penalty: 2926.117676
	Iteration 9Q: 3 clusters Score -800778.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -801048.000000 Penalty: 2926.117676
	Iteration 10Q: 3 clusters Score -801048 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -801268.875000 Penalty: 2926.117676
	Iteration 11Q: 3 clusters Score -801268.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -801463.062500 Penalty: 2926.117676
	Iteration 12Q: 3 clusters Score -801463.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -801633.375000 Penalty: 2926.117676
	Iteration 13Q: 3 clusters Score -801633.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -801763.375000 Penalty: 2926.117676
	Iteration 14Q: 3 clusters Score -801763.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -801886.687500 Penalty: 2926.117676
	Iteration 15Q: 3 clusters Score -801886.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -801991.312500 Penalty: 2926.117676
	Iteration 16Q: 3 clusters Score -801991.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -802082.750000 Penalty: 2926.117676
	Iteration 17Q: 3 clusters Score -802082.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -802169.062500 Penalty: 2926.117676
	Iteration 18Q: 3 clusters Score -802169.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -802237.937500 Penalty: 2926.117676
	Iteration 19Q: 3 clusters Score -802237.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -802276.750000 Penalty: 2926.117676
	Iteration 20F: 3 clusters Score -802276.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -802309.312500 Penalty: 2926.117676
	Iteration 21Q: 3 clusters Score -802309.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -802329.625000 Penalty: 2926.117676
	Iteration 22Q: 3 clusters Score -802329.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -802345.812500 Penalty: 2926.117676
	Iteration 23Q: 3 clusters Score -802345.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -802353.437500 Penalty: 2926.117676
	Iteration 24Q: 3 clusters Score -802353.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -802356.375000 Penalty: 2926.117676
	Iteration 25Q: 3 clusters Score -802356.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -802358.187500 Penalty: 2926.117676
	Iteration 26Q: 3 clusters Score -802358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -802359.250000 Penalty: 2926.117676
	Iteration 27Q: 3 clusters Score -802359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -802363.250000 Penalty: 2926.117676
	Iteration 28Q: 3 clusters Score -802363.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -802361.812500 Penalty: 2926.117676
	Iteration 29Q: 3 clusters Score -802361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -802363.625000 Penalty: 2926.117676
	Iteration 30Q: 3 clusters Score -802363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -802363.562500 Penalty: 2926.117676
	Iteration 31Q: 3 clusters Score -802363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -802364.500000 Penalty: 2926.117676
	Iteration 32Q: 3 clusters Score -802364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -802365.250000 Penalty: 2926.117676
	Iteration 33Q: 3 clusters Score -802365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -802365.375000 Penalty: 2926.117676
	Iteration 34Q: 3 clusters Score -802365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -802368.812500 Penalty: 2926.117676
	Iteration 35Q: 3 clusters Score -802368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -802369.937500 Penalty: 2926.117676
	Iteration 36Q: 3 clusters Score -802369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -802370.187500 Penalty: 2926.117676
	Iteration 37Q: 3 clusters Score -802370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -802368.937500 Penalty: 2926.117676
	Iteration 38Q: 3 clusters Score -802368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -802369.312500 Penalty: 2926.117676
	Iteration 39Q: 3 clusters Score -802369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -802369.937500 Penalty: 2926.117676
	Iteration 40F: 3 clusters Score -802369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -802370.937500 Penalty: 2926.117676
	Iteration 41Q: 3 clusters Score -802370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -802369.812500 Penalty: 2926.117676
	Iteration 42Q: 3 clusters Score -802369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -802372.187500 Penalty: 2926.117676
	Iteration 43Q: 3 clusters Score -802372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -802372.125000 Penalty: 2926.117676
	Iteration 44Q: 3 clusters Score -802372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -802372.000000 Penalty: 2926.117676
	Iteration 45Q: 3 clusters Score -802372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -802371.625000 Penalty: 2926.117676
	Iteration 46Q: 3 clusters Score -802371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -802371.625000 Penalty: 2926.117676
	Iteration 47F: 3 clusters Score -802371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 4525 members 
Entering Unmasked Estep 
Score: -154027824.000000 Penalty: 97216.617188
Splitting cluster 23 changes total score from -154026960.000000 to -154027824.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (100024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Entering Unmasked Estep 
Score: -10475701.000000 Penalty: 1870.889404
	Iteration 0F: 2 clusters Score -1.04757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -10408723.000000 Penalty: 3741.778809
	Iteration 0F: 3 clusters Score -1.040872e+07 nChanged 47922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -10436727.000000 Penalty: 3741.778809
	Iteration 1F: 3 clusters Score -1.043673e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -10437569.000000 Penalty: 3741.778809
	Iteration 2Q: 3 clusters Score -1.043757e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -10438661.000000 Penalty: 3741.778809
	Iteration 3Q: 3 clusters Score -1.043866e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -10439897.000000 Penalty: 3741.778809
	Iteration 4Q: 3 clusters Score -1.04399e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10441436.000000 Penalty: 3741.778809
	Iteration 5Q: 3 clusters Score -1.044144e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -10443556.000000 Penalty: 3741.778809
	Iteration 6Q: 3 clusters Score -1.044356e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -10446171.000000 Penalty: 3741.778809
	Iteration 7F: 3 clusters Score -1.044617e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -10449084.000000 Penalty: 3741.778809
	Iteration 8F: 3 clusters Score -1.044908e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -10452711.000000 Penalty: 3741.778809
	Iteration 9F: 3 clusters Score -1.045271e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -10456821.000000 Penalty: 3741.778809
	Iteration 10F: 3 clusters Score -1.045682e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -10461286.000000 Penalty: 3741.778809
	Iteration 11F: 3 clusters Score -1.046129e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -10465479.000000 Penalty: 3741.778809
	Iteration 12F: 3 clusters Score -1.046548e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -10469104.000000 Penalty: 3741.778809
	Iteration 13Q: 3 clusters Score -1.04691e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -10471524.000000 Penalty: 3741.778809
	Iteration 14Q: 3 clusters Score -1.047152e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -10472864.000000 Penalty: 3741.778809
	Iteration 15Q: 3 clusters Score -1.047286e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -10473482.000000 Penalty: 3741.778809
	Iteration 16Q: 3 clusters Score -1.047348e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -10473771.000000 Penalty: 3741.778809
	Iteration 17Q: 3 clusters Score -1.047377e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -10473891.000000 Penalty: 3741.778809
	Iteration 18Q: 3 clusters Score -1.047389e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -10473944.000000 Penalty: 3741.778809
	Iteration 19Q: 3 clusters Score -1.047394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -10474000.000000 Penalty: 3741.778809
	Iteration 20F: 3 clusters Score -1.0474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 99768 members 
Entering Unmasked Estep 
Score: -10474021.000000 Penalty: 3741.778809
	Iteration 21Q: 3 clusters Score -1.047402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -10474032.000000 Penalty: 3741.778809
	Iteration 22Q: 3 clusters Score -1.047403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -10474045.000000 Penalty: 3741.778809
	Iteration 23Q: 3 clusters Score -1.047404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -10474047.000000 Penalty: 3741.778809
	Iteration 24Q: 3 clusters Score -1.047405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -10474054.000000 Penalty: 3741.778809
	Iteration 25Q: 3 clusters Score -1.047405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -10474061.000000 Penalty: 3741.778809
	Iteration 26Q: 3 clusters Score -1.047406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -10474071.000000 Penalty: 3741.778809
	Iteration 27Q: 3 clusters Score -1.047407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -10474073.000000 Penalty: 3741.778809
	Iteration 28Q: 3 clusters Score -1.047407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -10474072.000000 Penalty: 3741.778809
	Iteration 29Q: 3 clusters Score -1.047407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -10474073.000000 Penalty: 3741.778809
	Iteration 30Q: 3 clusters Score -1.047407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -10474073.000000 Penalty: 3741.778809
	Iteration 31F: 3 clusters Score -1.047407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -280984.718750 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -280984.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -278290.125000 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -278290.1 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -279172.906250 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -279172.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -279495.281250 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -279495.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -279757.906250 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -279757.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -279928.937500 Penalty: 2599.677246
	Iteration 4F: 3 clusters Score -279928.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -280041.750000 Penalty: 2599.677246
	Iteration 5F: 3 clusters Score -280041.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -280121.781250 Penalty: 2599.677246
	Iteration 6Q: 3 clusters Score -280121.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -280179.375000 Penalty: 2599.677246
	Iteration 7Q: 3 clusters Score -280179.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -280232.000000 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -280232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -280271.812500 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -280271.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -280308.562500 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -280308.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -280333.156250 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -280333.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -280352.406250 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -280352.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -280365.062500 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -280365.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -280373.000000 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -280373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -280375.593750 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -280375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -280377.437500 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -280377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -280380.375000 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -280380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -280381.750000 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -280381.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -280384.718750 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -280384.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -280388.031250 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -280388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -280390.781250 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -280390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -280391.750000 Penalty: 2599.677246
	Iteration 22Q: 3 clusters Score -280391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -280392.437500 Penalty: 2599.677246
	Iteration 23Q: 3 clusters Score -280392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -280392.500000 Penalty: 2599.677246
	Iteration 24Q: 3 clusters Score -280392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -280393.187500 Penalty: 2599.677246
	Iteration 25Q: 3 clusters Score -280393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -280393.906250 Penalty: 2599.677246
	Iteration 26Q: 3 clusters Score -280393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -280394.156250 Penalty: 2599.677246
	Iteration 27Q: 3 clusters Score -280394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -280395.312500 Penalty: 2599.677246
	Iteration 28Q: 3 clusters Score -280395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -280396.375000 Penalty: 2599.677246
	Iteration 29Q: 3 clusters Score -280396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -280396.875000 Penalty: 2599.677246
	Iteration 30Q: 3 clusters Score -280396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -280396.875000 Penalty: 2599.677246
	Iteration 31F: 3 clusters Score -280396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Entering Unmasked Estep 
Score: -2533528.750000 Penalty: 1655.266846
	Iteration 0F: 2 clusters Score -2533529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2515544.000000 Penalty: 3310.533691
	Iteration 0F: 3 clusters Score -2515544 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2522724.750000 Penalty: 3310.533691
	Iteration 1F: 3 clusters Score -2522725 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2523570.250000 Penalty: 3310.533691
	Iteration 2F: 3 clusters Score -2523570 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2524466.250000 Penalty: 3310.533691
	Iteration 3F: 3 clusters Score -2524466 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2525231.250000 Penalty: 3310.533691
	Iteration 4F: 3 clusters Score -2525231 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2525958.000000 Penalty: 3310.533691
	Iteration 5F: 3 clusters Score -2525958 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2526520.750000 Penalty: 3310.533691
	Iteration 6Q: 3 clusters Score -2526521 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2526976.750000 Penalty: 3310.533691
	Iteration 7Q: 3 clusters Score -2526977 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2527396.500000 Penalty: 3310.533691
	Iteration 8Q: 3 clusters Score -2527396 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2527798.500000 Penalty: 3310.533691
	Iteration 9Q: 3 clusters Score -2527798 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2528173.250000 Penalty: 3310.533691
	Iteration 10Q: 3 clusters Score -2528173 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2528500.250000 Penalty: 3310.533691
	Iteration 11Q: 3 clusters Score -2528500 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2528757.500000 Penalty: 3310.533691
	Iteration 12Q: 3 clusters Score -2528758 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2528975.500000 Penalty: 3310.533691
	Iteration 13Q: 3 clusters Score -2528976 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2529147.250000 Penalty: 3310.533691
	Iteration 14Q: 3 clusters Score -2529147 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2529330.000000 Penalty: 3310.533691
	Iteration 15Q: 3 clusters Score -2529330 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2529512.250000 Penalty: 3310.533691
	Iteration 16Q: 3 clusters Score -2529512 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2529697.250000 Penalty: 3310.533691
	Iteration 17Q: 3 clusters Score -2529697 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2529880.000000 Penalty: 3310.533691
	Iteration 18Q: 3 clusters Score -2529880 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2530062.000000 Penalty: 3310.533691
	Iteration 19Q: 3 clusters Score -2530062 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2530227.000000 Penalty: 3310.533691
	Iteration 20F: 3 clusters Score -2530227 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2530368.000000 Penalty: 3310.533691
	Iteration 21Q: 3 clusters Score -2530368 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2530515.000000 Penalty: 3310.533691
	Iteration 22Q: 3 clusters Score -2530515 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2530671.750000 Penalty: 3310.533691
	Iteration 23Q: 3 clusters Score -2530672 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2530842.500000 Penalty: 3310.533691
	Iteration 24Q: 3 clusters Score -2530842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2530995.250000 Penalty: 3310.533691
	Iteration 25Q: 3 clusters Score -2530995 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2531144.250000 Penalty: 3310.533691
	Iteration 26Q: 3 clusters Score -2531144 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2531333.500000 Penalty: 3310.533691
	Iteration 27Q: 3 clusters Score -2531334 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2531545.250000 Penalty: 3310.533691
	Iteration 28Q: 3 clusters Score -2531545 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2531769.500000 Penalty: 3310.533691
	Iteration 29Q: 3 clusters Score -2531770 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2531966.750000 Penalty: 3310.533691
	Iteration 30Q: 3 clusters Score -2531967 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2532155.500000 Penalty: 3310.533691
	Iteration 31Q: 3 clusters Score -2532156 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2532284.750000 Penalty: 3310.533691
	Iteration 32Q: 3 clusters Score -2532285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2532386.500000 Penalty: 3310.533691
	Iteration 33Q: 3 clusters Score -2532386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2532435.500000 Penalty: 3310.533691
	Iteration 34Q: 3 clusters Score -2532436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -2532478.500000 Penalty: 3310.533691
	Iteration 35Q: 3 clusters Score -2532478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2532500.250000 Penalty: 3310.533691
	Iteration 36Q: 3 clusters Score -2532500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2532520.500000 Penalty: 3310.533691
	Iteration 37Q: 3 clusters Score -2532520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -2532531.750000 Penalty: 3310.533691
	Iteration 38Q: 3 clusters Score -2532532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2532548.000000 Penalty: 3310.533691
	Iteration 39Q: 3 clusters Score -2532548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2532551.750000 Penalty: 3310.533691
	Iteration 40F: 3 clusters Score -2532552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2532558.500000 Penalty: 3310.533691
	Iteration 41Q: 3 clusters Score -2532558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2532561.250000 Penalty: 3310.533691
	Iteration 42Q: 3 clusters Score -2532561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2532565.250000 Penalty: 3310.533691
	Iteration 43Q: 3 clusters Score -2532565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -2532573.750000 Penalty: 3310.533691
	Iteration 44Q: 3 clusters Score -2532574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -2532583.500000 Penalty: 3310.533691
	Iteration 45Q: 3 clusters Score -2532584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -2532591.000000 Penalty: 3310.533691
	Iteration 46Q: 3 clusters Score -2532591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2532591.750000 Penalty: 3310.533691
	Iteration 47Q: 3 clusters Score -2532592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2532594.250000 Penalty: 3310.533691
	Iteration 48Q: 3 clusters Score -2532594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2532597.250000 Penalty: 3310.533691
	Iteration 49Q: 3 clusters Score -2532597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -2532601.500000 Penalty: 3310.533691
	Iteration 50Q: 3 clusters Score -2532602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2532603.000000 Penalty: 3310.533691
	Iteration 51Q: 3 clusters Score -2532603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2532601.000000 Penalty: 3310.533691
	Iteration 52Q: 3 clusters Score -2532601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2532602.000000 Penalty: 3310.533691
	Iteration 53Q: 3 clusters Score -2532602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -2532609.750000 Penalty: 3310.533691
	Iteration 54Q: 3 clusters Score -2532610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2532613.500000 Penalty: 3310.533691
	Iteration 55Q: 3 clusters Score -2532614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2532616.250000 Penalty: 3310.533691
	Iteration 56Q: 3 clusters Score -2532616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2532618.250000 Penalty: 3310.533691
	Iteration 57Q: 3 clusters Score -2532618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -2532616.250000 Penalty: 3310.533691
	Iteration 58Q: 3 clusters Score -2532616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -2532617.500000 Penalty: 3310.533691
	Iteration 59Q: 3 clusters Score -2532618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2532621.000000 Penalty: 3310.533691
	Iteration 60F: 3 clusters Score -2532621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2532621.500000 Penalty: 3310.533691
	Iteration 61Q: 3 clusters Score -2532622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2532629.500000 Penalty: 3310.533691
	Iteration 62Q: 3 clusters Score -2532630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2532627.750000 Penalty: 3310.533691
	Iteration 63Q: 3 clusters Score -2532628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2532632.750000 Penalty: 3310.533691
	Iteration 64Q: 3 clusters Score -2532633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2532636.750000 Penalty: 3310.533691
	Iteration 65Q: 3 clusters Score -2532637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2532639.000000 Penalty: 3310.533691
	Iteration 66Q: 3 clusters Score -2532639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -2532643.000000 Penalty: 3310.533691
	Iteration 67Q: 3 clusters Score -2532643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2532641.500000 Penalty: 3310.533691
	Iteration 68Q: 3 clusters Score -2532642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2532641.250000 Penalty: 3310.533691
	Iteration 69Q: 3 clusters Score -2532641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2532642.500000 Penalty: 3310.533691
	Iteration 70Q: 3 clusters Score -2532642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2532650.500000 Penalty: 3310.533691
	Iteration 71Q: 3 clusters Score -2532650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2532659.500000 Penalty: 3310.533691
	Iteration 72Q: 3 clusters Score -2532660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2532672.000000 Penalty: 3310.533691
	Iteration 73Q: 3 clusters Score -2532672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2532686.750000 Penalty: 3310.533691
	Iteration 74Q: 3 clusters Score -2532687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2532700.000000 Penalty: 3310.533691
	Iteration 75Q: 3 clusters Score -2532700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2532712.250000 Penalty: 3310.533691
	Iteration 76Q: 3 clusters Score -2532712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2532719.250000 Penalty: 3310.533691
	Iteration 77Q: 3 clusters Score -2532719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2532723.250000 Penalty: 3310.533691
	Iteration 78Q: 3 clusters Score -2532723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2532726.750000 Penalty: 3310.533691
	Iteration 79Q: 3 clusters Score -2532727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2532729.500000 Penalty: 3310.533691
	Iteration 80F: 3 clusters Score -2532730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2532734.500000 Penalty: 3310.533691
	Iteration 81Q: 3 clusters Score -2532734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2532732.250000 Penalty: 3310.533691
	Iteration 82Q: 3 clusters Score -2532732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2532735.250000 Penalty: 3310.533691
	Iteration 83Q: 3 clusters Score -2532735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -2532737.000000 Penalty: 3310.533691
	Iteration 84Q: 3 clusters Score -2532737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2532734.250000 Penalty: 3310.533691
	Iteration 85Q: 3 clusters Score -2532734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2532733.750000 Penalty: 3310.533691
	Iteration 86Q: 3 clusters Score -2532734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2532738.750000 Penalty: 3310.533691
	Iteration 87Q: 3 clusters Score -2532739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2532742.250000 Penalty: 3310.533691
	Iteration 88Q: 3 clusters Score -2532742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2532739.750000 Penalty: 3310.533691
	Iteration 89Q: 3 clusters Score -2532740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2532747.500000 Penalty: 3310.533691
	Iteration 90Q: 3 clusters Score -2532748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2532750.000000 Penalty: 3310.533691
	Iteration 91Q: 3 clusters Score -2532750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2532754.250000 Penalty: 3310.533691
	Iteration 92Q: 3 clusters Score -2532754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2532757.250000 Penalty: 3310.533691
	Iteration 93Q: 3 clusters Score -2532757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -2532759.250000 Penalty: 3310.533691
	Iteration 94Q: 3 clusters Score -2532759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -2532760.250000 Penalty: 3310.533691
	Iteration 95Q: 3 clusters Score -2532760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2532762.000000 Penalty: 3310.533691
	Iteration 96Q: 3 clusters Score -2532762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2532761.250000 Penalty: 3310.533691
	Iteration 97Q: 3 clusters Score -2532761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -2532762.000000 Penalty: 3310.533691
	Iteration 98Q: 3 clusters Score -2532762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2532761.000000 Penalty: 3310.533691
	Iteration 99Q: 3 clusters Score -2532761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2532762.750000 Penalty: 3310.533691
	Iteration 100F: 3 clusters Score -2532763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2532762.000000 Penalty: 3310.533691
	Iteration 101Q: 3 clusters Score -2532762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2532763.500000 Penalty: 3310.533691
	Iteration 102Q: 3 clusters Score -2532764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2532762.500000 Penalty: 3310.533691
	Iteration 103Q: 3 clusters Score -2532762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2532762.500000 Penalty: 3310.533691
	Iteration 104Q: 3 clusters Score -2532762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2532762.500000 Penalty: 3310.533691
	Iteration 105F: 3 clusters Score -2532762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Entering Unmasked Estep 
Score: -355674.062500 Penalty: 1333.569946
	Iteration 0F: 2 clusters Score -355674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -352517.468750 Penalty: 2667.139893
	Iteration 0F: 3 clusters Score -352517.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -353456.500000 Penalty: 2667.139893
	Iteration 1F: 3 clusters Score -353456.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -353752.906250 Penalty: 2667.139893
	Iteration 2F: 3 clusters Score -353752.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -353968.281250 Penalty: 2667.139893
	Iteration 3F: 3 clusters Score -353968.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -354187.156250 Penalty: 2667.139893
	Iteration 4F: 3 clusters Score -354187.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -354415.125000 Penalty: 2667.139893
	Iteration 5F: 3 clusters Score -354415.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -354653.875000 Penalty: 2667.139893
	Iteration 6F: 3 clusters Score -354653.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -354802.187500 Penalty: 2667.139893
	Iteration 7Q: 3 clusters Score -354802.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -354886.125000 Penalty: 2667.139893
	Iteration 8Q: 3 clusters Score -354886.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -354949.500000 Penalty: 2667.139893
	Iteration 9Q: 3 clusters Score -354949.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -354989.093750 Penalty: 2667.139893
	Iteration 10Q: 3 clusters Score -354989.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -355016.906250 Penalty: 2667.139893
	Iteration 11Q: 3 clusters Score -355016.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -355040.843750 Penalty: 2667.139893
	Iteration 12Q: 3 clusters Score -355040.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -355059.125000 Penalty: 2667.139893
	Iteration 13Q: 3 clusters Score -355059.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -355076.750000 Penalty: 2667.139893
	Iteration 14Q: 3 clusters Score -355076.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -355087.156250 Penalty: 2667.139893
	Iteration 15Q: 3 clusters Score -355087.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -355097.437500 Penalty: 2667.139893
	Iteration 16Q: 3 clusters Score -355097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -355111.593750 Penalty: 2667.139893
	Iteration 17Q: 3 clusters Score -355111.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -355127.750000 Penalty: 2667.139893
	Iteration 18Q: 3 clusters Score -355127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -355139.468750 Penalty: 2667.139893
	Iteration 19Q: 3 clusters Score -355139.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -355150.687500 Penalty: 2667.139893
	Iteration 20F: 3 clusters Score -355150.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -355157.343750 Penalty: 2667.139893
	Iteration 21Q: 3 clusters Score -355157.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -355165.000000 Penalty: 2667.139893
	Iteration 22Q: 3 clusters Score -355165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -355173.750000 Penalty: 2667.139893
	Iteration 23Q: 3 clusters Score -355173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -355180.468750 Penalty: 2667.139893
	Iteration 24Q: 3 clusters Score -355180.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -355187.125000 Penalty: 2667.139893
	Iteration 25Q: 3 clusters Score -355187.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -355193.687500 Penalty: 2667.139893
	Iteration 26Q: 3 clusters Score -355193.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -355203.062500 Penalty: 2667.139893
	Iteration 27Q: 3 clusters Score -355203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -355210.468750 Penalty: 2667.139893
	Iteration 28Q: 3 clusters Score -355210.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -355216.343750 Penalty: 2667.139893
	Iteration 29Q: 3 clusters Score -355216.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -355220.437500 Penalty: 2667.139893
	Iteration 30Q: 3 clusters Score -355220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -355222.718750 Penalty: 2667.139893
	Iteration 31Q: 3 clusters Score -355222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -355225.375000 Penalty: 2667.139893
	Iteration 32Q: 3 clusters Score -355225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -355230.281250 Penalty: 2667.139893
	Iteration 33Q: 3 clusters Score -355230.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -355232.906250 Penalty: 2667.139893
	Iteration 34Q: 3 clusters Score -355232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -355235.218750 Penalty: 2667.139893
	Iteration 35Q: 3 clusters Score -355235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -355238.500000 Penalty: 2667.139893
	Iteration 36Q: 3 clusters Score -355238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -355240.562500 Penalty: 2667.139893
	Iteration 37Q: 3 clusters Score -355240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -355244.468750 Penalty: 2667.139893
	Iteration 38Q: 3 clusters Score -355244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -355246.906250 Penalty: 2667.139893
	Iteration 39Q: 3 clusters Score -355246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -355249.593750 Penalty: 2667.139893
	Iteration 40F: 3 clusters Score -355249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -355250.812500 Penalty: 2667.139893
	Iteration 41Q: 3 clusters Score -355250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -355251.468750 Penalty: 2667.139893
	Iteration 42Q: 3 clusters Score -355251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -355251.500000 Penalty: 2667.139893
	Iteration 43Q: 3 clusters Score -355251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -355251.500000 Penalty: 2667.139893
	Iteration 44F: 3 clusters Score -355251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Entering Unmasked Estep 
Score: -740050.562500 Penalty: 1456.138550
	Iteration 0F: 2 clusters Score -740050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -734337.000000 Penalty: 2912.277100
	Iteration 0F: 3 clusters Score -734337 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -736523.625000 Penalty: 2912.277100
	Iteration 1F: 3 clusters Score -736523.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -736904.875000 Penalty: 2912.277100
	Iteration 2F: 3 clusters Score -736904.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -737293.937500 Penalty: 2912.277100
	Iteration 3F: 3 clusters Score -737293.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -737619.687500 Penalty: 2912.277100
	Iteration 4F: 3 clusters Score -737619.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -737921.187500 Penalty: 2912.277100
	Iteration 5Q: 3 clusters Score -737921.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -738243.312500 Penalty: 2912.277100
	Iteration 6Q: 3 clusters Score -738243.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -738535.500000 Penalty: 2912.277100
	Iteration 7Q: 3 clusters Score -738535.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -738769.437500 Penalty: 2912.277100
	Iteration 8Q: 3 clusters Score -738769.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -738938.062500 Penalty: 2912.277100
	Iteration 9Q: 3 clusters Score -738938.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -739080.687500 Penalty: 2912.277100
	Iteration 10Q: 3 clusters Score -739080.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -739188.062500 Penalty: 2912.277100
	Iteration 11Q: 3 clusters Score -739188.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -739247.750000 Penalty: 2912.277100
	Iteration 12Q: 3 clusters Score -739247.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -739296.687500 Penalty: 2912.277100
	Iteration 13Q: 3 clusters Score -739296.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -739332.062500 Penalty: 2912.277100
	Iteration 14Q: 3 clusters Score -739332.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -739376.625000 Penalty: 2912.277100
	Iteration 15Q: 3 clusters Score -739376.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -739425.625000 Penalty: 2912.277100
	Iteration 16Q: 3 clusters Score -739425.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -739478.937500 Penalty: 2912.277100
	Iteration 17Q: 3 clusters Score -739478.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -739517.250000 Penalty: 2912.277100
	Iteration 18Q: 3 clusters Score -739517.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -739557.500000 Penalty: 2912.277100
	Iteration 19Q: 3 clusters Score -739557.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -739593.625000 Penalty: 2912.277100
	Iteration 20F: 3 clusters Score -739593.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -739620.625000 Penalty: 2912.277100
	Iteration 21Q: 3 clusters Score -739620.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -739640.687500 Penalty: 2912.277100
	Iteration 22Q: 3 clusters Score -739640.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -739660.062500 Penalty: 2912.277100
	Iteration 23Q: 3 clusters Score -739660.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -739673.375000 Penalty: 2912.277100
	Iteration 24Q: 3 clusters Score -739673.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -739677.437500 Penalty: 2912.277100
	Iteration 25Q: 3 clusters Score -739677.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -739680.875000 Penalty: 2912.277100
	Iteration 26Q: 3 clusters Score -739680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -739686.437500 Penalty: 2912.277100
	Iteration 27Q: 3 clusters Score -739686.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -739692.250000 Penalty: 2912.277100
	Iteration 28Q: 3 clusters Score -739692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -739693.312500 Penalty: 2912.277100
	Iteration 29Q: 3 clusters Score -739693.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -739697.125000 Penalty: 2912.277100
	Iteration 30Q: 3 clusters Score -739697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -739699.437500 Penalty: 2912.277100
	Iteration 31Q: 3 clusters Score -739699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -739704.687500 Penalty: 2912.277100
	Iteration 32Q: 3 clusters Score -739704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -739708.125000 Penalty: 2912.277100
	Iteration 33Q: 3 clusters Score -739708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -739714.062500 Penalty: 2912.277100
	Iteration 34Q: 3 clusters Score -739714.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -739719.750000 Penalty: 2912.277100
	Iteration 35Q: 3 clusters Score -739719.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -739724.125000 Penalty: 2912.277100
	Iteration 36Q: 3 clusters Score -739724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -739728.125000 Penalty: 2912.277100
	Iteration 37Q: 3 clusters Score -739728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -739730.125000 Penalty: 2912.277100
	Iteration 38Q: 3 clusters Score -739730.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -739734.250000 Penalty: 2912.277100
	Iteration 39Q: 3 clusters Score -739734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -739734.500000 Penalty: 2912.277100
	Iteration 40F: 3 clusters Score -739734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -739737.375000 Penalty: 2912.277100
	Iteration 41Q: 3 clusters Score -739737.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -739741.875000 Penalty: 2912.277100
	Iteration 42Q: 3 clusters Score -739741.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -739747.000000 Penalty: 2912.277100
	Iteration 43Q: 3 clusters Score -739747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -739751.125000 Penalty: 2912.277100
	Iteration 44Q: 3 clusters Score -739751.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -739749.937500 Penalty: 2912.277100
	Iteration 45Q: 3 clusters Score -739749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -739752.937500 Penalty: 2912.277100
	Iteration 46Q: 3 clusters Score -739752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -739757.437500 Penalty: 2912.277100
	Iteration 47Q: 3 clusters Score -739757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -739761.062500 Penalty: 2912.277100
	Iteration 48Q: 3 clusters Score -739761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -739761.312500 Penalty: 2912.277100
	Iteration 49Q: 3 clusters Score -739761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -739766.937500 Penalty: 2912.277100
	Iteration 50Q: 3 clusters Score -739766.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -739771.062500 Penalty: 2912.277100
	Iteration 51Q: 3 clusters Score -739771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -739773.500000 Penalty: 2912.277100
	Iteration 52Q: 3 clusters Score -739773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -739776.125000 Penalty: 2912.277100
	Iteration 53Q: 3 clusters Score -739776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -739777.375000 Penalty: 2912.277100
	Iteration 54Q: 3 clusters Score -739777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -739781.312500 Penalty: 2912.277100
	Iteration 55Q: 3 clusters Score -739781.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -739783.187500 Penalty: 2912.277100
	Iteration 56Q: 3 clusters Score -739783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -739787.750000 Penalty: 2912.277100
	Iteration 57Q: 3 clusters Score -739787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -739793.312500 Penalty: 2912.277100
	Iteration 58Q: 3 clusters Score -739793.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -739796.125000 Penalty: 2912.277100
	Iteration 59Q: 3 clusters Score -739796.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -739802.375000 Penalty: 2912.277100
	Iteration 60F: 3 clusters Score -739802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -739802.687500 Penalty: 2912.277100
	Iteration 61Q: 3 clusters Score -739802.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -739803.000000 Penalty: 2912.277100
	Iteration 62Q: 3 clusters Score -739803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -739806.625000 Penalty: 2912.277100
	Iteration 63Q: 3 clusters Score -739806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -739806.687500 Penalty: 2912.277100
	Iteration 64Q: 3 clusters Score -739806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -739808.812500 Penalty: 2912.277100
	Iteration 65Q: 3 clusters Score -739808.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -739811.875000 Penalty: 2912.277100
	Iteration 66Q: 3 clusters Score -739811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -739815.500000 Penalty: 2912.277100
	Iteration 67Q: 3 clusters Score -739815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -739816.500000 Penalty: 2912.277100
	Iteration 68Q: 3 clusters Score -739816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -739818.375000 Penalty: 2912.277100
	Iteration 69Q: 3 clusters Score -739818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -739820.375000 Penalty: 2912.277100
	Iteration 70Q: 3 clusters Score -739820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -739821.750000 Penalty: 2912.277100
	Iteration 71Q: 3 clusters Score -739821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -739822.562500 Penalty: 2912.277100
	Iteration 72Q: 3 clusters Score -739822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -739825.312500 Penalty: 2912.277100
	Iteration 73Q: 3 clusters Score -739825.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -739826.375000 Penalty: 2912.277100
	Iteration 74Q: 3 clusters Score -739826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -739827.625000 Penalty: 2912.277100
	Iteration 75Q: 3 clusters Score -739827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -739826.000000 Penalty: 2912.277100
	Iteration 76Q: 3 clusters Score -739826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -739827.437500 Penalty: 2912.277100
	Iteration 77Q: 3 clusters Score -739827.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -739830.687500 Penalty: 2912.277100
	Iteration 78Q: 3 clusters Score -739830.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -739834.750000 Penalty: 2912.277100
	Iteration 79Q: 3 clusters Score -739834.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -739835.125000 Penalty: 2912.277100
	Iteration 80F: 3 clusters Score -739835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -739838.687500 Penalty: 2912.277100
	Iteration 81Q: 3 clusters Score -739838.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -739840.000000 Penalty: 2912.277100
	Iteration 82Q: 3 clusters Score -739840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -739843.687500 Penalty: 2912.277100
	Iteration 83Q: 3 clusters Score -739843.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -739847.250000 Penalty: 2912.277100
	Iteration 84Q: 3 clusters Score -739847.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -739853.812500 Penalty: 2912.277100
	Iteration 85Q: 3 clusters Score -739853.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -739860.375000 Penalty: 2912.277100
	Iteration 86Q: 3 clusters Score -739860.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -739864.312500 Penalty: 2912.277100
	Iteration 87Q: 3 clusters Score -739864.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -739873.812500 Penalty: 2912.277100
	Iteration 88Q: 3 clusters Score -739873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -739883.812500 Penalty: 2912.277100
	Iteration 89Q: 3 clusters Score -739883.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -739892.812500 Penalty: 2912.277100
	Iteration 90Q: 3 clusters Score -739892.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -739902.375000 Penalty: 2912.277100
	Iteration 91Q: 3 clusters Score -739902.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -739911.500000 Penalty: 2912.277100
	Iteration 92Q: 3 clusters Score -739911.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -739926.625000 Penalty: 2912.277100
	Iteration 93Q: 3 clusters Score -739926.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -739939.375000 Penalty: 2912.277100
	Iteration 94Q: 3 clusters Score -739939.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -739950.812500 Penalty: 2912.277100
	Iteration 95Q: 3 clusters Score -739950.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -739961.562500 Penalty: 2912.277100
	Iteration 96Q: 3 clusters Score -739961.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -739978.562500 Penalty: 2912.277100
	Iteration 97Q: 3 clusters Score -739978.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -739991.062500 Penalty: 2912.277100
	Iteration 98Q: 3 clusters Score -739991.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -740003.750000 Penalty: 2912.277100
	Iteration 99Q: 3 clusters Score -740003.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -740014.750000 Penalty: 2912.277100
	Iteration 100F: 3 clusters Score -740014.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -740027.625000 Penalty: 2912.277100
	Iteration 101Q: 3 clusters Score -740027.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -740039.375000 Penalty: 2912.277100
	Iteration 102Q: 3 clusters Score -740039.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -740056.937500 Penalty: 2912.277100
	Iteration 103Q: 3 clusters Score -740056.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -740085.437500 Penalty: 2912.277100
	Iteration 104Q: 3 clusters Score -740085.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -740103.562500 Penalty: 2912.277100
	Iteration 105Q: 3 clusters Score -740103.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -740120.250000 Penalty: 2912.277100
	Iteration 106Q: 3 clusters Score -740120.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -740135.750000 Penalty: 2912.277100
	Iteration 107Q: 3 clusters Score -740135.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -740144.250000 Penalty: 2912.277100
	Iteration 108Q: 3 clusters Score -740144.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -740149.312500 Penalty: 2912.277100
	Iteration 109Q: 3 clusters Score -740149.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -740154.687500 Penalty: 2912.277100
	Iteration 110Q: 3 clusters Score -740154.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -740160.687500 Penalty: 2912.277100
	Iteration 111Q: 3 clusters Score -740160.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -740173.375000 Penalty: 2912.277100
	Iteration 112Q: 3 clusters Score -740173.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -740178.062500 Penalty: 2912.277100
	Iteration 113Q: 3 clusters Score -740178.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -740179.500000 Penalty: 2912.277100
	Iteration 114Q: 3 clusters Score -740179.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -740185.125000 Penalty: 2912.277100
	Iteration 115Q: 3 clusters Score -740185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -740184.812500 Penalty: 2912.277100
	Iteration 116Q: 3 clusters Score -740184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -740187.062500 Penalty: 2912.277100
	Iteration 117Q: 3 clusters Score -740187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -740188.687500 Penalty: 2912.277100
	Iteration 118Q: 3 clusters Score -740188.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -740191.875000 Penalty: 2912.277100
	Iteration 119Q: 3 clusters Score -740191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -740192.250000 Penalty: 2912.277100
	Iteration 120F: 3 clusters Score -740192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -740193.000000 Penalty: 2912.277100
	Iteration 121Q: 3 clusters Score -740193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -740192.000000 Penalty: 2912.277100
	Iteration 122Q: 3 clusters Score -740192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -740192.000000 Penalty: 2912.277100
	Iteration 123F: 3 clusters Score -740192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 4525 members 
Mstep: Class 43 contains 2665 members 
Entering Unmasked Estep 
Score: -154027248.000000 Penalty: 99531.296875
Splitting cluster 28 changes total score from -154026960.000000 to -154027248.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -835301.750000 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -835301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -829202.625000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -829202.6 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -831126.437500 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -831126.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -831437.812500 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -831437.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -831738.750000 Penalty: 2933.194824
	Iteration 3F: 3 clusters Score -831738.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -832097.500000 Penalty: 2933.194824
	Iteration 4F: 3 clusters Score -832097.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -832498.875000 Penalty: 2933.194824
	Iteration 5F: 3 clusters Score -832498.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -832902.500000 Penalty: 2933.194824
	Iteration 6F: 3 clusters Score -832902.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -833278.437500 Penalty: 2933.194824
	Iteration 7F: 3 clusters Score -833278.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -833605.437500 Penalty: 2933.194824
	Iteration 8F: 3 clusters Score -833605.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -833885.250000 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -833885.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -834104.250000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -834104.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -834289.687500 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -834289.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -834448.250000 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -834448.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -834565.937500 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -834565.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -834661.312500 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -834661.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -834735.812500 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -834735.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -834777.312500 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -834777.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -834808.312500 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -834808.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -834826.250000 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -834826.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -834836.062500 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -834836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -834842.687500 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -834842.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -834846.375000 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -834846.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -834851.062500 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -834851.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -834856.312500 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -834856.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -834861.500000 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -834861.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -834861.437500 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -834861.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -834862.375000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -834862.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -834867.312500 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -834867.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -834871.437500 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -834871.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -834878.875000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -834878.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -834886.312500 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -834886.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -834899.062500 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -834899.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -834908.625000 Penalty: 2933.194824
	Iteration 32Q: 3 clusters Score -834908.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -834926.937500 Penalty: 2933.194824
	Iteration 33Q: 3 clusters Score -834926.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -834957.125000 Penalty: 2933.194824
	Iteration 34Q: 3 clusters Score -834957.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -834999.562500 Penalty: 2933.194824
	Iteration 35Q: 3 clusters Score -834999.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -835039.187500 Penalty: 2933.194824
	Iteration 36Q: 3 clusters Score -835039.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -835078.437500 Penalty: 2933.194824
	Iteration 37Q: 3 clusters Score -835078.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -835120.687500 Penalty: 2933.194824
	Iteration 38Q: 3 clusters Score -835120.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -835150.000000 Penalty: 2933.194824
	Iteration 39Q: 3 clusters Score -835150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -835177.000000 Penalty: 2933.194824
	Iteration 40F: 3 clusters Score -835177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -835199.000000 Penalty: 2933.194824
	Iteration 41Q: 3 clusters Score -835199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -835213.125000 Penalty: 2933.194824
	Iteration 42Q: 3 clusters Score -835213.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -835225.625000 Penalty: 2933.194824
	Iteration 43Q: 3 clusters Score -835225.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -835233.187500 Penalty: 2933.194824
	Iteration 44Q: 3 clusters Score -835233.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -835238.562500 Penalty: 2933.194824
	Iteration 45Q: 3 clusters Score -835238.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -835244.187500 Penalty: 2933.194824
	Iteration 46Q: 3 clusters Score -835244.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -835248.750000 Penalty: 2933.194824
	Iteration 47Q: 3 clusters Score -835248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -835249.312500 Penalty: 2933.194824
	Iteration 48Q: 3 clusters Score -835249.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -835251.250000 Penalty: 2933.194824
	Iteration 49Q: 3 clusters Score -835251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -835253.437500 Penalty: 2933.194824
	Iteration 50Q: 3 clusters Score -835253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -835255.625000 Penalty: 2933.194824
	Iteration 51Q: 3 clusters Score -835255.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -835258.625000 Penalty: 2933.194824
	Iteration 52Q: 3 clusters Score -835258.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -835260.687500 Penalty: 2933.194824
	Iteration 53Q: 3 clusters Score -835260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -835260.250000 Penalty: 2933.194824
	Iteration 54Q: 3 clusters Score -835260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -835261.250000 Penalty: 2933.194824
	Iteration 55Q: 3 clusters Score -835261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -835260.750000 Penalty: 2933.194824
	Iteration 56Q: 3 clusters Score -835260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -835260.250000 Penalty: 2933.194824
	Iteration 57Q: 3 clusters Score -835260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -835260.250000 Penalty: 2933.194824
	Iteration 58F: 3 clusters Score -835260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Entering Unmasked Estep 
Score: -5928067.000000 Penalty: 1778.516602
	Iteration 0F: 2 clusters Score -5928067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -5890221.000000 Penalty: 3557.033203
	Iteration 0F: 3 clusters Score -5890221 nChanged 26855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5906072.500000 Penalty: 3557.033203
	Iteration 1F: 3 clusters Score -5906072 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5907303.500000 Penalty: 3557.033203
	Iteration 2F: 3 clusters Score -5907304 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5908622.000000 Penalty: 3557.033203
	Iteration 3F: 3 clusters Score -5908622 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5910217.000000 Penalty: 3557.033203
	Iteration 4F: 3 clusters Score -5910217 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5912083.000000 Penalty: 3557.033203
	Iteration 5F: 3 clusters Score -5912083 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5914083.500000 Penalty: 3557.033203
	Iteration 6F: 3 clusters Score -5914084 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -5916043.000000 Penalty: 3557.033203
	Iteration 7F: 3 clusters Score -5916043 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5917614.500000 Penalty: 3557.033203
	Iteration 8Q: 3 clusters Score -5917614 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5918578.000000 Penalty: 3557.033203
	Iteration 9Q: 3 clusters Score -5918578 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5919064.000000 Penalty: 3557.033203
	Iteration 10Q: 3 clusters Score -5919064 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5919333.000000 Penalty: 3557.033203
	Iteration 11Q: 3 clusters Score -5919333 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5919507.500000 Penalty: 3557.033203
	Iteration 12Q: 3 clusters Score -5919508 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5919700.000000 Penalty: 3557.033203
	Iteration 13Q: 3 clusters Score -5919700 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5919818.500000 Penalty: 3557.033203
	Iteration 14Q: 3 clusters Score -5919818 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5919902.000000 Penalty: 3557.033203
	Iteration 15Q: 3 clusters Score -5919902 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5920069.500000 Penalty: 3557.033203
	Iteration 16Q: 3 clusters Score -5920070 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5920201.500000 Penalty: 3557.033203
	Iteration 17Q: 3 clusters Score -5920202 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5920320.500000 Penalty: 3557.033203
	Iteration 18Q: 3 clusters Score -5920320 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5920435.500000 Penalty: 3557.033203
	Iteration 19Q: 3 clusters Score -5920436 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -5920523.500000 Penalty: 3557.033203
	Iteration 20F: 3 clusters Score -5920524 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5920688.000000 Penalty: 3557.033203
	Iteration 21Q: 3 clusters Score -5920688 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -5920827.000000 Penalty: 3557.033203
	Iteration 22Q: 3 clusters Score -5920827 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5920973.000000 Penalty: 3557.033203
	Iteration 23Q: 3 clusters Score -5920973 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -5921200.000000 Penalty: 3557.033203
	Iteration 24Q: 3 clusters Score -5921200 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5921429.500000 Penalty: 3557.033203
	Iteration 25Q: 3 clusters Score -5921430 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -5921720.500000 Penalty: 3557.033203
	Iteration 26Q: 3 clusters Score -5921720 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5922048.500000 Penalty: 3557.033203
	Iteration 27Q: 3 clusters Score -5922048 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5922400.000000 Penalty: 3557.033203
	Iteration 28Q: 3 clusters Score -5922400 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -5922861.500000 Penalty: 3557.033203
	Iteration 29Q: 3 clusters Score -5922862 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5923323.500000 Penalty: 3557.033203
	Iteration 30Q: 3 clusters Score -5923324 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5923738.500000 Penalty: 3557.033203
	Iteration 31Q: 3 clusters Score -5923738 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5924164.000000 Penalty: 3557.033203
	Iteration 32Q: 3 clusters Score -5924164 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5924532.000000 Penalty: 3557.033203
	Iteration 33Q: 3 clusters Score -5924532 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -5924884.000000 Penalty: 3557.033203
	Iteration 34Q: 3 clusters Score -5924884 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -5925210.500000 Penalty: 3557.033203
	Iteration 35Q: 3 clusters Score -5925210 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -5925419.000000 Penalty: 3557.033203
	Iteration 36Q: 3 clusters Score -5925419 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5925663.000000 Penalty: 3557.033203
	Iteration 37Q: 3 clusters Score -5925663 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -5925874.500000 Penalty: 3557.033203
	Iteration 38Q: 3 clusters Score -5925874 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5926041.500000 Penalty: 3557.033203
	Iteration 39Q: 3 clusters Score -5926042 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5926158.000000 Penalty: 3557.033203
	Iteration 40F: 3 clusters Score -5926158 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -5926302.000000 Penalty: 3557.033203
	Iteration 41Q: 3 clusters Score -5926302 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -5926459.000000 Penalty: 3557.033203
	Iteration 42Q: 3 clusters Score -5926459 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5926580.500000 Penalty: 3557.033203
	Iteration 43Q: 3 clusters Score -5926580 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -5926720.000000 Penalty: 3557.033203
	Iteration 44Q: 3 clusters Score -5926720 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5926859.000000 Penalty: 3557.033203
	Iteration 45Q: 3 clusters Score -5926859 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5926978.000000 Penalty: 3557.033203
	Iteration 46Q: 3 clusters Score -5926978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5927082.000000 Penalty: 3557.033203
	Iteration 47Q: 3 clusters Score -5927082 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -5927160.000000 Penalty: 3557.033203
	Iteration 48Q: 3 clusters Score -5927160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5927203.500000 Penalty: 3557.033203
	Iteration 49Q: 3 clusters Score -5927204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5927243.000000 Penalty: 3557.033203
	Iteration 50Q: 3 clusters Score -5927243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5927257.000000 Penalty: 3557.033203
	Iteration 51Q: 3 clusters Score -5927257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5927266.500000 Penalty: 3557.033203
	Iteration 52Q: 3 clusters Score -5927266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5927285.500000 Penalty: 3557.033203
	Iteration 53Q: 3 clusters Score -5927286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5927286.000000 Penalty: 3557.033203
	Iteration 54Q: 3 clusters Score -5927286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5927284.500000 Penalty: 3557.033203
	Iteration 55Q: 3 clusters Score -5927284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5927284.500000 Penalty: 3557.033203
	Iteration 56Q: 3 clusters Score -5927284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5927294.000000 Penalty: 3557.033203
	Iteration 57Q: 3 clusters Score -5927294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5927306.000000 Penalty: 3557.033203
	Iteration 58Q: 3 clusters Score -5927306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5927307.500000 Penalty: 3557.033203
	Iteration 59Q: 3 clusters Score -5927308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5927308.500000 Penalty: 3557.033203
	Iteration 60F: 3 clusters Score -5927308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5927310.500000 Penalty: 3557.033203
	Iteration 61Q: 3 clusters Score -5927310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5927309.500000 Penalty: 3557.033203
	Iteration 62Q: 3 clusters Score -5927310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5927318.500000 Penalty: 3557.033203
	Iteration 63Q: 3 clusters Score -5927318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5927316.500000 Penalty: 3557.033203
	Iteration 64Q: 3 clusters Score -5927316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5927315.500000 Penalty: 3557.033203
	Iteration 65Q: 3 clusters Score -5927316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5927321.500000 Penalty: 3557.033203
	Iteration 66Q: 3 clusters Score -5927322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5927320.500000 Penalty: 3557.033203
	Iteration 67Q: 3 clusters Score -5927320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5927321.500000 Penalty: 3557.033203
	Iteration 68Q: 3 clusters Score -5927322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5927320.500000 Penalty: 3557.033203
	Iteration 69Q: 3 clusters Score -5927320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5927317.500000 Penalty: 3557.033203
	Iteration 70Q: 3 clusters Score -5927318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5927318.000000 Penalty: 3557.033203
	Iteration 71Q: 3 clusters Score -5927318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5927322.500000 Penalty: 3557.033203
	Iteration 72Q: 3 clusters Score -5927322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5927326.000000 Penalty: 3557.033203
	Iteration 73Q: 3 clusters Score -5927326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5927327.000000 Penalty: 3557.033203
	Iteration 74Q: 3 clusters Score -5927327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5927327.500000 Penalty: 3557.033203
	Iteration 75Q: 3 clusters Score -5927328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5927327.500000 Penalty: 3557.033203
	Iteration 76Q: 3 clusters Score -5927328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5927326.500000 Penalty: 3557.033203
	Iteration 77Q: 3 clusters Score -5927326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5927323.500000 Penalty: 3557.033203
	Iteration 78Q: 3 clusters Score -5927324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5927323.000000 Penalty: 3557.033203
	Iteration 79Q: 3 clusters Score -5927323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5927324.000000 Penalty: 3557.033203
	Iteration 80F: 3 clusters Score -5927324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5927325.000000 Penalty: 3557.033203
	Iteration 81Q: 3 clusters Score -5927325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5927325.000000 Penalty: 3557.033203
	Iteration 82Q: 3 clusters Score -5927325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5927325.000000 Penalty: 3557.033203
	Iteration 83F: 3 clusters Score -5927325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Entering Unmasked Estep 
Score: -728412.625000 Penalty: 1450.040283
	Iteration 0F: 2 clusters Score -728412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -722774.312500 Penalty: 2900.080566
	Iteration 0F: 3 clusters Score -722774.3 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -724788.437500 Penalty: 2900.080566
	Iteration 1F: 3 clusters Score -724788.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -725484.875000 Penalty: 2900.080566
	Iteration 2F: 3 clusters Score -725484.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -726163.937500 Penalty: 2900.080566
	Iteration 3F: 3 clusters Score -726163.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -726653.562500 Penalty: 2900.080566
	Iteration 4F: 3 clusters Score -726653.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -727147.125000 Penalty: 2900.080566
	Iteration 5F: 3 clusters Score -727147.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -727555.875000 Penalty: 2900.080566
	Iteration 6F: 3 clusters Score -727555.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -727901.437500 Penalty: 2900.080566
	Iteration 7Q: 3 clusters Score -727901.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -728344.125000 Penalty: 2900.080566
	Iteration 8Q: 3 clusters Score -728344.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -728823.750000 Penalty: 2900.080566
	Iteration 9Q: 3 clusters Score -728823.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -729137.312500 Penalty: 2900.080566
	Iteration 10Q: 3 clusters Score -729137.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -729289.312500 Penalty: 2900.080566
	Iteration 11Q: 3 clusters Score -729289.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -729357.000000 Penalty: 2900.080566
	Iteration 12Q: 3 clusters Score -729357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -729389.437500 Penalty: 2900.080566
	Iteration 13Q: 3 clusters Score -729389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -729406.625000 Penalty: 2900.080566
	Iteration 14Q: 3 clusters Score -729406.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -729420.812500 Penalty: 2900.080566
	Iteration 15Q: 3 clusters Score -729420.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -729430.875000 Penalty: 2900.080566
	Iteration 16Q: 3 clusters Score -729430.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -729439.187500 Penalty: 2900.080566
	Iteration 17Q: 3 clusters Score -729439.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -729447.312500 Penalty: 2900.080566
	Iteration 18Q: 3 clusters Score -729447.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -729457.687500 Penalty: 2900.080566
	Iteration 19Q: 3 clusters Score -729457.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -729468.312500 Penalty: 2900.080566
	Iteration 20F: 3 clusters Score -729468.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -729475.000000 Penalty: 2900.080566
	Iteration 21Q: 3 clusters Score -729475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -729480.812500 Penalty: 2900.080566
	Iteration 22Q: 3 clusters Score -729480.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -729483.750000 Penalty: 2900.080566
	Iteration 23Q: 3 clusters Score -729483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -729488.937500 Penalty: 2900.080566
	Iteration 24Q: 3 clusters Score -729488.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -729494.937500 Penalty: 2900.080566
	Iteration 25Q: 3 clusters Score -729494.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -729502.375000 Penalty: 2900.080566
	Iteration 26Q: 3 clusters Score -729502.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -729514.500000 Penalty: 2900.080566
	Iteration 27Q: 3 clusters Score -729514.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -729526.625000 Penalty: 2900.080566
	Iteration 28Q: 3 clusters Score -729526.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -729539.812500 Penalty: 2900.080566
	Iteration 29Q: 3 clusters Score -729539.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -729573.375000 Penalty: 2900.080566
	Iteration 30Q: 3 clusters Score -729573.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -729607.687500 Penalty: 2900.080566
	Iteration 31Q: 3 clusters Score -729607.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -729634.437500 Penalty: 2900.080566
	Iteration 32Q: 3 clusters Score -729634.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -729646.187500 Penalty: 2900.080566
	Iteration 33Q: 3 clusters Score -729646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -729649.687500 Penalty: 2900.080566
	Iteration 34Q: 3 clusters Score -729649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -729652.625000 Penalty: 2900.080566
	Iteration 35Q: 3 clusters Score -729652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -729653.625000 Penalty: 2900.080566
	Iteration 36Q: 3 clusters Score -729653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -729656.000000 Penalty: 2900.080566
	Iteration 37Q: 3 clusters Score -729656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -729656.750000 Penalty: 2900.080566
	Iteration 38Q: 3 clusters Score -729656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -729657.687500 Penalty: 2900.080566
	Iteration 39Q: 3 clusters Score -729657.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -729659.187500 Penalty: 2900.080566
	Iteration 40F: 3 clusters Score -729659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -729660.187500 Penalty: 2900.080566
	Iteration 41Q: 3 clusters Score -729660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -729662.625000 Penalty: 2900.080566
	Iteration 42Q: 3 clusters Score -729662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -729662.812500 Penalty: 2900.080566
	Iteration 43Q: 3 clusters Score -729662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -729663.937500 Penalty: 2900.080566
	Iteration 44Q: 3 clusters Score -729663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -729664.187500 Penalty: 2900.080566
	Iteration 45Q: 3 clusters Score -729664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -729664.187500 Penalty: 2900.080566
	Iteration 46F: 3 clusters Score -729664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 4525 members 
Mstep: Class 43 contains 2665 members 
Mstep: Class 44 contains 3905 members 
Entering Unmasked Estep 
Score: -154027184.000000 Penalty: 101845.984375
Splitting cluster 31 changes total score from -154026960.000000 to -154027184.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (21084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Entering Unmasked Estep 
Score: -2113410.500000 Penalty: 1617.893921
	Iteration 0F: 2 clusters Score -2113410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2099288.500000 Penalty: 3235.787842
	Iteration 0F: 3 clusters Score -2099288 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2105152.750000 Penalty: 3235.787842
	Iteration 1F: 3 clusters Score -2105153 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2106355.250000 Penalty: 3235.787842
	Iteration 2F: 3 clusters Score -2106355 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2107689.750000 Penalty: 3235.787842
	Iteration 3F: 3 clusters Score -2107690 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2108805.750000 Penalty: 3235.787842
	Iteration 4F: 3 clusters Score -2108806 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2109699.500000 Penalty: 3235.787842
	Iteration 5F: 3 clusters Score -2109700 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2110348.000000 Penalty: 3235.787842
	Iteration 6F: 3 clusters Score -2110348 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2110878.000000 Penalty: 3235.787842
	Iteration 7Q: 3 clusters Score -2110878 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2111343.000000 Penalty: 3235.787842
	Iteration 8Q: 3 clusters Score -2111343 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2111724.750000 Penalty: 3235.787842
	Iteration 9Q: 3 clusters Score -2111725 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2112134.000000 Penalty: 3235.787842
	Iteration 10Q: 3 clusters Score -2112134 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2112479.750000 Penalty: 3235.787842
	Iteration 11Q: 3 clusters Score -2112480 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2112784.750000 Penalty: 3235.787842
	Iteration 12Q: 3 clusters Score -2112785 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2112982.000000 Penalty: 3235.787842
	Iteration 13Q: 3 clusters Score -2112982 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2113139.000000 Penalty: 3235.787842
	Iteration 14Q: 3 clusters Score -2113139 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2113231.000000 Penalty: 3235.787842
	Iteration 15Q: 3 clusters Score -2113231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2113297.500000 Penalty: 3235.787842
	Iteration 16Q: 3 clusters Score -2113298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2113356.250000 Penalty: 3235.787842
	Iteration 17Q: 3 clusters Score -2113356 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2113402.250000 Penalty: 3235.787842
	Iteration 18Q: 3 clusters Score -2113402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2113441.250000 Penalty: 3235.787842
	Iteration 19Q: 3 clusters Score -2113441 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2113484.000000 Penalty: 3235.787842
	Iteration 20F: 3 clusters Score -2113484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2113514.250000 Penalty: 3235.787842
	Iteration 21Q: 3 clusters Score -2113514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2113531.250000 Penalty: 3235.787842
	Iteration 22Q: 3 clusters Score -2113531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2113549.000000 Penalty: 3235.787842
	Iteration 23Q: 3 clusters Score -2113549 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2113572.750000 Penalty: 3235.787842
	Iteration 24Q: 3 clusters Score -2113573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2113586.750000 Penalty: 3235.787842
	Iteration 25Q: 3 clusters Score -2113587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2113599.500000 Penalty: 3235.787842
	Iteration 26Q: 3 clusters Score -2113600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2113605.250000 Penalty: 3235.787842
	Iteration 27Q: 3 clusters Score -2113605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2113609.750000 Penalty: 3235.787842
	Iteration 28Q: 3 clusters Score -2113610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2113616.250000 Penalty: 3235.787842
	Iteration 29Q: 3 clusters Score -2113616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2113620.000000 Penalty: 3235.787842
	Iteration 30Q: 3 clusters Score -2113620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2113629.250000 Penalty: 3235.787842
	Iteration 31Q: 3 clusters Score -2113629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2113636.000000 Penalty: 3235.787842
	Iteration 32Q: 3 clusters Score -2113636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2113636.000000 Penalty: 3235.787842
	Iteration 33Q: 3 clusters Score -2113636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2113639.250000 Penalty: 3235.787842
	Iteration 34Q: 3 clusters Score -2113639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2113636.250000 Penalty: 3235.787842
	Iteration 35Q: 3 clusters Score -2113636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2113644.500000 Penalty: 3235.787842
	Iteration 36Q: 3 clusters Score -2113644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2113646.750000 Penalty: 3235.787842
	Iteration 37Q: 3 clusters Score -2113647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2113641.750000 Penalty: 3235.787842
	Iteration 38Q: 3 clusters Score -2113642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2113648.500000 Penalty: 3235.787842
	Iteration 39Q: 3 clusters Score -2113648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2113645.750000 Penalty: 3235.787842
	Iteration 40F: 3 clusters Score -2113646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2113653.750000 Penalty: 3235.787842
	Iteration 41Q: 3 clusters Score -2113654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2113653.500000 Penalty: 3235.787842
	Iteration 42Q: 3 clusters Score -2113654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2113659.250000 Penalty: 3235.787842
	Iteration 43Q: 3 clusters Score -2113659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2113655.250000 Penalty: 3235.787842
	Iteration 44Q: 3 clusters Score -2113655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2113655.500000 Penalty: 3235.787842
	Iteration 45Q: 3 clusters Score -2113656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2113660.000000 Penalty: 3235.787842
	Iteration 46Q: 3 clusters Score -2113660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2113658.500000 Penalty: 3235.787842
	Iteration 47Q: 3 clusters Score -2113658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2113661.750000 Penalty: 3235.787842
	Iteration 48Q: 3 clusters Score -2113662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2113659.000000 Penalty: 3235.787842
	Iteration 49Q: 3 clusters Score -2113659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2113659.500000 Penalty: 3235.787842
	Iteration 50Q: 3 clusters Score -2113660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2113663.750000 Penalty: 3235.787842
	Iteration 51Q: 3 clusters Score -2113664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2113663.750000 Penalty: 3235.787842
	Iteration 52Q: 3 clusters Score -2113664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2113665.250000 Penalty: 3235.787842
	Iteration 53Q: 3 clusters Score -2113665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2113665.000000 Penalty: 3235.787842
	Iteration 54Q: 3 clusters Score -2113665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2113663.000000 Penalty: 3235.787842
	Iteration 55Q: 3 clusters Score -2113663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2113664.750000 Penalty: 3235.787842
	Iteration 56Q: 3 clusters Score -2113665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2113664.750000 Penalty: 3235.787842
	Iteration 57F: 3 clusters Score -2113665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 2330 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 4525 members 
Mstep: Class 43 contains 2665 members 
Mstep: Class 44 contains 3905 members 
Mstep: Class 45 contains 18754 members 
Entering Unmasked Estep 
Score: -154026304.000000 Penalty: 104160.664062
Splitting cluster 32 changes total score from -154026960.000000 to -154026304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -283387.656250 Penalty: 1312.534790
	Iteration 0F: 2 clusters Score -283387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -280623.718750 Penalty: 2625.069580
	Iteration 0F: 3 clusters Score -280623.7 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -281569.343750 Penalty: 2625.069580
	Iteration 1F: 3 clusters Score -281569.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -281936.968750 Penalty: 2625.069580
	Iteration 2F: 3 clusters Score -281937 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -282225.437500 Penalty: 2625.069580
	Iteration 3F: 3 clusters Score -282225.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -282437.375000 Penalty: 2625.069580
	Iteration 4F: 3 clusters Score -282437.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -282605.000000 Penalty: 2625.069580
	Iteration 5F: 3 clusters Score -282605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -282714.218750 Penalty: 2625.069580
	Iteration 6Q: 3 clusters Score -282714.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -282772.281250 Penalty: 2625.069580
	Iteration 7Q: 3 clusters Score -282772.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -282832.031250 Penalty: 2625.069580
	Iteration 8Q: 3 clusters Score -282832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -282895.906250 Penalty: 2625.069580
	Iteration 9Q: 3 clusters Score -282895.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -282977.375000 Penalty: 2625.069580
	Iteration 10Q: 3 clusters Score -282977.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -283065.218750 Penalty: 2625.069580
	Iteration 11Q: 3 clusters Score -283065.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -283148.406250 Penalty: 2625.069580
	Iteration 12Q: 3 clusters Score -283148.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -283197.875000 Penalty: 2625.069580
	Iteration 13Q: 3 clusters Score -283197.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -283241.468750 Penalty: 2625.069580
	Iteration 14Q: 3 clusters Score -283241.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -283280.968750 Penalty: 2625.069580
	Iteration 15Q: 3 clusters Score -283281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -283322.375000 Penalty: 2625.069580
	Iteration 16Q: 3 clusters Score -283322.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -283359.656250 Penalty: 2625.069580
	Iteration 17Q: 3 clusters Score -283359.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -283391.593750 Penalty: 2625.069580
	Iteration 18Q: 3 clusters Score -283391.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -283411.843750 Penalty: 2625.069580
	Iteration 19Q: 3 clusters Score -283411.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -283443.781250 Penalty: 2625.069580
	Iteration 20F: 3 clusters Score -283443.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -283463.281250 Penalty: 2625.069580
	Iteration 21Q: 3 clusters Score -283463.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -283477.500000 Penalty: 2625.069580
	Iteration 22Q: 3 clusters Score -283477.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -283488.812500 Penalty: 2625.069580
	Iteration 23Q: 3 clusters Score -283488.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -283496.125000 Penalty: 2625.069580
	Iteration 24Q: 3 clusters Score -283496.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -283501.343750 Penalty: 2625.069580
	Iteration 25Q: 3 clusters Score -283501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -283506.687500 Penalty: 2625.069580
	Iteration 26Q: 3 clusters Score -283506.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -283511.937500 Penalty: 2625.069580
	Iteration 27Q: 3 clusters Score -283511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -283519.343750 Penalty: 2625.069580
	Iteration 28Q: 3 clusters Score -283519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -283526.000000 Penalty: 2625.069580
	Iteration 29Q: 3 clusters Score -283526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -283532.156250 Penalty: 2625.069580
	Iteration 30Q: 3 clusters Score -283532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -283536.968750 Penalty: 2625.069580
	Iteration 31Q: 3 clusters Score -283537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -283542.906250 Penalty: 2625.069580
	Iteration 32Q: 3 clusters Score -283542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -283545.843750 Penalty: 2625.069580
	Iteration 33Q: 3 clusters Score -283545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -283548.937500 Penalty: 2625.069580
	Iteration 34Q: 3 clusters Score -283548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -283551.187500 Penalty: 2625.069580
	Iteration 35Q: 3 clusters Score -283551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -283552.312500 Penalty: 2625.069580
	Iteration 36Q: 3 clusters Score -283552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -283551.687500 Penalty: 2625.069580
	Iteration 37Q: 3 clusters Score -283551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -283552.906250 Penalty: 2625.069580
	Iteration 38Q: 3 clusters Score -283552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -283552.500000 Penalty: 2625.069580
	Iteration 39Q: 3 clusters Score -283552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -283552.781250 Penalty: 2625.069580
	Iteration 40F: 3 clusters Score -283552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -283552.718750 Penalty: 2625.069580
	Iteration 41Q: 3 clusters Score -283552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -283552.718750 Penalty: 2625.069580
	Iteration 42F: 3 clusters Score -283552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 156621 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 4525 members 
Mstep: Class 43 contains 2665 members 
Mstep: Class 44 contains 3905 members 
Mstep: Class 45 contains 2167 members 
Entering Unmasked Estep 
Score: -154026288.000000 Penalty: 104160.664062
Splitting cluster 33 changes total score from -154026960.000000 to -154026288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -746131.437500 Penalty: 1438.651001
	Iteration 0F: 2 clusters Score -746131.4 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 3528 members 
Entering Unmasked Estep 
Score: -740904.062500 Penalty: 2877.302002
	Iteration 0F: 3 clusters Score -740904.1 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -742541.562500 Penalty: 2877.302002
	Iteration 1F: 3 clusters Score -742541.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -742887.937500 Penalty: 2877.302002
	Iteration 2F: 3 clusters Score -742887.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -743267.062500 Penalty: 2877.302002
	Iteration 3F: 3 clusters Score -743267.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -743724.312500 Penalty: 2877.302002
	Iteration 4F: 3 clusters Score -743724.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -744178.062500 Penalty: 2877.302002
	Iteration 5F: 3 clusters Score -744178.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -744558.312500 Penalty: 2877.302002
	Iteration 6F: 3 clusters Score -744558.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -744848.125000 Penalty: 2877.302002
	Iteration 7Q: 3 clusters Score -744848.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -745035.187500 Penalty: 2877.302002
	Iteration 8Q: 3 clusters Score -745035.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -745155.250000 Penalty: 2877.302002
	Iteration 9Q: 3 clusters Score -745155.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -745241.187500 Penalty: 2877.302002
	Iteration 10Q: 3 clusters Score -745241.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -745290.687500 Penalty: 2877.302002
	Iteration 11Q: 3 clusters Score -745290.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -745322.750000 Penalty: 2877.302002
	Iteration 12Q: 3 clusters Score -745322.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -745350.062500 Penalty: 2877.302002
	Iteration 13Q: 3 clusters Score -745350.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -745375.312500 Penalty: 2877.302002
	Iteration 14Q: 3 clusters Score -745375.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -745407.500000 Penalty: 2877.302002
	Iteration 15Q: 3 clusters Score -745407.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -745441.062500 Penalty: 2877.302002
	Iteration 16Q: 3 clusters Score -745441.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -745465.687500 Penalty: 2877.302002
	Iteration 17Q: 3 clusters Score -745465.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -745485.500000 Penalty: 2877.302002
	Iteration 18Q: 3 clusters Score -745485.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -745494.437500 Penalty: 2877.302002
	Iteration 19Q: 3 clusters Score -745494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -745499.000000 Penalty: 2877.302002
	Iteration 20F: 3 clusters Score -745499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -745500.312500 Penalty: 2877.302002
	Iteration 21Q: 3 clusters Score -745500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -745502.750000 Penalty: 2877.302002
	Iteration 22Q: 3 clusters Score -745502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -745505.187500 Penalty: 2877.302002
	Iteration 23Q: 3 clusters Score -745505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -745505.875000 Penalty: 2877.302002
	Iteration 24Q: 3 clusters Score -745505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -745505.500000 Penalty: 2877.302002
	Iteration 25Q: 3 clusters Score -745505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -745505.125000 Penalty: 2877.302002
	Iteration 26Q: 3 clusters Score -745505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -745505.125000 Penalty: 2877.302002
	Iteration 27F: 3 clusters Score -745505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Entering Unmasked Estep 
Score: -3128231.500000 Penalty: 1676.327515
	Iteration 0F: 2 clusters Score -3128232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3107826.000000 Penalty: 3352.655029
	Iteration 0F: 3 clusters Score -3107826 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3115534.250000 Penalty: 3352.655029
	Iteration 1F: 3 clusters Score -3115534 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3115998.500000 Penalty: 3352.655029
	Iteration 2Q: 3 clusters Score -3115998 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3116637.500000 Penalty: 3352.655029
	Iteration 3Q: 3 clusters Score -3116638 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3117616.000000 Penalty: 3352.655029
	Iteration 4F: 3 clusters Score -3117616 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3119025.000000 Penalty: 3352.655029
	Iteration 5F: 3 clusters Score -3119025 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3121058.500000 Penalty: 3352.655029
	Iteration 6F: 3 clusters Score -3121058 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3123349.750000 Penalty: 3352.655029
	Iteration 7F: 3 clusters Score -3123350 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -3125114.750000 Penalty: 3352.655029
	Iteration 8F: 3 clusters Score -3125115 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3126031.750000 Penalty: 3352.655029
	Iteration 9Q: 3 clusters Score -3126032 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3126460.750000 Penalty: 3352.655029
	Iteration 10Q: 3 clusters Score -3126461 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -3126625.750000 Penalty: 3352.655029
	Iteration 11Q: 3 clusters Score -3126626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3126686.500000 Penalty: 3352.655029
	Iteration 12Q: 3 clusters Score -3126686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3126712.250000 Penalty: 3352.655029
	Iteration 13Q: 3 clusters Score -3126712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3126725.500000 Penalty: 3352.655029
	Iteration 14Q: 3 clusters Score -3126726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3126730.750000 Penalty: 3352.655029
	Iteration 15Q: 3 clusters Score -3126731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3126735.500000 Penalty: 3352.655029
	Iteration 16Q: 3 clusters Score -3126736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3126742.500000 Penalty: 3352.655029
	Iteration 17Q: 3 clusters Score -3126742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3126752.000000 Penalty: 3352.655029
	Iteration 18Q: 3 clusters Score -3126752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3126756.250000 Penalty: 3352.655029
	Iteration 19Q: 3 clusters Score -3126756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3126756.750000 Penalty: 3352.655029
	Iteration 20F: 3 clusters Score -3126757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3126757.250000 Penalty: 3352.655029
	Iteration 21Q: 3 clusters Score -3126757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3126763.750000 Penalty: 3352.655029
	Iteration 22Q: 3 clusters Score -3126764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3126765.000000 Penalty: 3352.655029
	Iteration 23Q: 3 clusters Score -3126765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3126771.000000 Penalty: 3352.655029
	Iteration 24Q: 3 clusters Score -3126771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3126778.000000 Penalty: 3352.655029
	Iteration 25Q: 3 clusters Score -3126778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3126781.500000 Penalty: 3352.655029
	Iteration 26Q: 3 clusters Score -3126782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3126785.750000 Penalty: 3352.655029
	Iteration 27Q: 3 clusters Score -3126786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3126784.500000 Penalty: 3352.655029
	Iteration 28Q: 3 clusters Score -3126784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3126790.000000 Penalty: 3352.655029
	Iteration 29Q: 3 clusters Score -3126790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3126790.000000 Penalty: 3352.655029
	Iteration 30F: 3 clusters Score -3126790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (156621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Entering Unmasked Estep 
Score: -16262475.000000 Penalty: 1943.757446
	Iteration 0F: 2 clusters Score -1.626248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -16161656.000000 Penalty: 3887.514893
	Iteration 0F: 3 clusters Score -1.616166e+07 nChanged 75720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -16207368.000000 Penalty: 3887.514893
	Iteration 1F: 3 clusters Score -1.620737e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -16209995.000000 Penalty: 3887.514893
	Iteration 2Q: 3 clusters Score -1.621e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -16213873.000000 Penalty: 3887.514893
	Iteration 3Q: 3 clusters Score -1.621387e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -16219164.000000 Penalty: 3887.514893
	Iteration 4F: 3 clusters Score -1.621916e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -16226032.000000 Penalty: 3887.514893
	Iteration 5F: 3 clusters Score -1.622603e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -16234377.000000 Penalty: 3887.514893
	Iteration 6F: 3 clusters Score -1.623438e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -16243335.000000 Penalty: 3887.514893
	Iteration 7F: 3 clusters Score -1.624334e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108733 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -16250811.000000 Penalty: 3887.514893
	Iteration 8F: 3 clusters Score -1.625081e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -16254304.000000 Penalty: 3887.514893
	Iteration 9Q: 3 clusters Score -1.62543e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -16255881.000000 Penalty: 3887.514893
	Iteration 10Q: 3 clusters Score -1.625588e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -16257050.000000 Penalty: 3887.514893
	Iteration 11Q: 3 clusters Score -1.625705e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -16257918.000000 Penalty: 3887.514893
	Iteration 12Q: 3 clusters Score -1.625792e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -16258695.000000 Penalty: 3887.514893
	Iteration 13Q: 3 clusters Score -1.62587e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -16259265.000000 Penalty: 3887.514893
	Iteration 14Q: 3 clusters Score -1.625926e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -16259660.000000 Penalty: 3887.514893
	Iteration 15Q: 3 clusters Score -1.625966e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125738 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -16259909.000000 Penalty: 3887.514893
	Iteration 16Q: 3 clusters Score -1.625991e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -16260247.000000 Penalty: 3887.514893
	Iteration 17Q: 3 clusters Score -1.626025e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -16260628.000000 Penalty: 3887.514893
	Iteration 18Q: 3 clusters Score -1.626063e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129821 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -16260936.000000 Penalty: 3887.514893
	Iteration 19Q: 3 clusters Score -1.626094e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131075 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -16261310.000000 Penalty: 3887.514893
	Iteration 20F: 3 clusters Score -1.626131e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -16261627.000000 Penalty: 3887.514893
	Iteration 21Q: 3 clusters Score -1.626163e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133453 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -16261834.000000 Penalty: 3887.514893
	Iteration 22Q: 3 clusters Score -1.626183e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134556 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -16262112.000000 Penalty: 3887.514893
	Iteration 23Q: 3 clusters Score -1.626211e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135661 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -16262341.000000 Penalty: 3887.514893
	Iteration 24Q: 3 clusters Score -1.626234e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136740 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -16262571.000000 Penalty: 3887.514893
	Iteration 25Q: 3 clusters Score -1.626257e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137740 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -16262798.000000 Penalty: 3887.514893
	Iteration 26Q: 3 clusters Score -1.62628e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -16263005.000000 Penalty: 3887.514893
	Iteration 27Q: 3 clusters Score -1.6263e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139687 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -16263250.000000 Penalty: 3887.514893
	Iteration 28Q: 3 clusters Score -1.626325e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140589 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -16263454.000000 Penalty: 3887.514893
	Iteration 29Q: 3 clusters Score -1.626345e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -16263778.000000 Penalty: 3887.514893
	Iteration 30Q: 3 clusters Score -1.626378e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142309 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -16263944.000000 Penalty: 3887.514893
	Iteration 31Q: 3 clusters Score -1.626394e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -16264029.000000 Penalty: 3887.514893
	Iteration 32Q: 3 clusters Score -1.626403e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -16264162.000000 Penalty: 3887.514893
	Iteration 33Q: 3 clusters Score -1.626416e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144528 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -16264242.000000 Penalty: 3887.514893
	Iteration 34Q: 3 clusters Score -1.626424e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145207 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -16264353.000000 Penalty: 3887.514893
	Iteration 35Q: 3 clusters Score -1.626435e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -16264356.000000 Penalty: 3887.514893
	Iteration 36Q: 3 clusters Score -1.626436e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -16264441.000000 Penalty: 3887.514893
	Iteration 37Q: 3 clusters Score -1.626444e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -16264511.000000 Penalty: 3887.514893
	Iteration 38Q: 3 clusters Score -1.626451e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -16264458.000000 Penalty: 3887.514893
	Iteration 39Q: 3 clusters Score -1.626446e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -16264466.000000 Penalty: 3887.514893
	Iteration 40F: 3 clusters Score -1.626447e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -16264509.000000 Penalty: 3887.514893
	Iteration 41Q: 3 clusters Score -1.626451e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -16264616.000000 Penalty: 3887.514893
	Iteration 42Q: 3 clusters Score -1.626462e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -16264656.000000 Penalty: 3887.514893
	Iteration 43Q: 3 clusters Score -1.626466e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149580 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -16264710.000000 Penalty: 3887.514893
	Iteration 44Q: 3 clusters Score -1.626471e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -16264691.000000 Penalty: 3887.514893
	Iteration 45Q: 3 clusters Score -1.626469e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -16264671.000000 Penalty: 3887.514893
	Iteration 46Q: 3 clusters Score -1.626467e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -16264619.000000 Penalty: 3887.514893
	Iteration 47Q: 3 clusters Score -1.626462e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -16264634.000000 Penalty: 3887.514893
	Iteration 48Q: 3 clusters Score -1.626463e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -16264626.000000 Penalty: 3887.514893
	Iteration 49Q: 3 clusters Score -1.626463e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150874 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -16264646.000000 Penalty: 3887.514893
	Iteration 50Q: 3 clusters Score -1.626465e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -16264615.000000 Penalty: 3887.514893
	Iteration 51Q: 3 clusters Score -1.626462e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -16264585.000000 Penalty: 3887.514893
	Iteration 52Q: 3 clusters Score -1.626458e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151193 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -16264566.000000 Penalty: 3887.514893
	Iteration 53Q: 3 clusters Score -1.626457e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -16264603.000000 Penalty: 3887.514893
	Iteration 54Q: 3 clusters Score -1.62646e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151348 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -16264580.000000 Penalty: 3887.514893
	Iteration 55Q: 3 clusters Score -1.626458e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151423 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -16264581.000000 Penalty: 3887.514893
	Iteration 56Q: 3 clusters Score -1.626458e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -16264558.000000 Penalty: 3887.514893
	Iteration 57Q: 3 clusters Score -1.626456e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -16264546.000000 Penalty: 3887.514893
	Iteration 58Q: 3 clusters Score -1.626455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -16264544.000000 Penalty: 3887.514893
	Iteration 59Q: 3 clusters Score -1.626454e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151688 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -16264566.000000 Penalty: 3887.514893
	Iteration 60F: 3 clusters Score -1.626457e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -16264547.000000 Penalty: 3887.514893
	Iteration 61Q: 3 clusters Score -1.626455e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -16264547.000000 Penalty: 3887.514893
	Iteration 62Q: 3 clusters Score -1.626455e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -16264542.000000 Penalty: 3887.514893
	Iteration 63Q: 3 clusters Score -1.626454e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151874 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -16264554.000000 Penalty: 3887.514893
	Iteration 64Q: 3 clusters Score -1.626455e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151919 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -16264567.000000 Penalty: 3887.514893
	Iteration 65Q: 3 clusters Score -1.626457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -16264560.000000 Penalty: 3887.514893
	Iteration 66Q: 3 clusters Score -1.626456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -16264569.000000 Penalty: 3887.514893
	Iteration 67Q: 3 clusters Score -1.626457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -16264542.000000 Penalty: 3887.514893
	Iteration 68Q: 3 clusters Score -1.626454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152024 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -16264543.000000 Penalty: 3887.514893
	Iteration 69Q: 3 clusters Score -1.626454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -16264545.000000 Penalty: 3887.514893
	Iteration 70Q: 3 clusters Score -1.626454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152045 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -16264543.000000 Penalty: 3887.514893
	Iteration 71Q: 3 clusters Score -1.626454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -16264518.000000 Penalty: 3887.514893
	Iteration 72Q: 3 clusters Score -1.626452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -16264514.000000 Penalty: 3887.514893
	Iteration 73Q: 3 clusters Score -1.626451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -16264518.000000 Penalty: 3887.514893
	Iteration 74Q: 3 clusters Score -1.626452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -16264529.000000 Penalty: 3887.514893
	Iteration 75Q: 3 clusters Score -1.626453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -16264540.000000 Penalty: 3887.514893
	Iteration 76Q: 3 clusters Score -1.626454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -16264536.000000 Penalty: 3887.514893
	Iteration 77Q: 3 clusters Score -1.626454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -16264535.000000 Penalty: 3887.514893
	Iteration 78Q: 3 clusters Score -1.626454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -16264530.000000 Penalty: 3887.514893
	Iteration 79Q: 3 clusters Score -1.626453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -16264522.000000 Penalty: 3887.514893
	Iteration 80F: 3 clusters Score -1.626452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -16264530.000000 Penalty: 3887.514893
	Iteration 81Q: 3 clusters Score -1.626453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -16264532.000000 Penalty: 3887.514893
	Iteration 82Q: 3 clusters Score -1.626453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -16264531.000000 Penalty: 3887.514893
	Iteration 83Q: 3 clusters Score -1.626453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16264539.000000 Penalty: 3887.514893
	Iteration 84Q: 3 clusters Score -1.626454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -16264539.000000 Penalty: 3887.514893
	Iteration 85Q: 3 clusters Score -1.626454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -16264541.000000 Penalty: 3887.514893
	Iteration 86Q: 3 clusters Score -1.626454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -16264527.000000 Penalty: 3887.514893
	Iteration 87Q: 3 clusters Score -1.626453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -16264528.000000 Penalty: 3887.514893
	Iteration 88Q: 3 clusters Score -1.626453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -16264526.000000 Penalty: 3887.514893
	Iteration 89Q: 3 clusters Score -1.626453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -16264526.000000 Penalty: 3887.514893
	Iteration 90F: 3 clusters Score -1.626453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 152101 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 2909 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1451 members 
Mstep: Class 42 contains 4525 members 
Mstep: Class 43 contains 2665 members 
Mstep: Class 44 contains 3905 members 
Mstep: Class 45 contains 4520 members 
Entering Unmasked Estep 
Score: -154029424.000000 Penalty: 104160.664062
Splitting cluster 36 changes total score from -154026960.000000 to -154029424.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 31894 members 
Mstep: Class 3 contains 116908 members 
Mstep: Class 4 contains 19681 members 
Mstep: Class 5 contains 32465 members 
Mstep: Class 6 contains 33289 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 190880 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 75043 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 168512 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 67574 members 
Mstep: Class 18 contains 92020 members 
Mstep: Class 19 contains 119555 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 29775 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 100024 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 26536 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 56654 members 
Mstep: Class 31 contains 3600 members 
Mstep: Class 32 contains 21084 members 
Mstep: Class 33 contains 3220 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 30208 members 
Mstep: Class 36 contains 152101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154033504.000000 Penalty: 104160.664062
Iteration 79Q: 46 clusters Score -1.540335e+08 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 31898 members 
Mstep: Class 3 contains 117082 members 
Mstep: Class 4 contains 19703 members 
Mstep: Class 5 contains 32479 members 
Mstep: Class 6 contains 33798 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 7763 members 
Mstep: Class 9 contains 190183 members 
Mstep: Class 10 contains 12796 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 74981 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 167803 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 67566 members 
Mstep: Class 18 contains 91635 members 
Mstep: Class 19 contains 119539 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 29920 members 
Mstep: Class 22 contains 37572 members 
Mstep: Class 23 contains 3736 members 
Mstep: Class 24 contains 100002 members 
Mstep: Class 25 contains 2981 members 
Mstep: Class 26 contains 26571 members 
Mstep: Class 27 contains 3659 members 
Mstep: Class 28 contains 5014 members 
Mstep: Class 29 contains 8312 members 
Mstep: Class 30 contains 56833 members 
Mstep: Class 31 contains 3700 members 
Mstep: Class 32 contains 21297 members 
Mstep: Class 33 contains 3194 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30289 members 
Mstep: Class 36 contains 153306 members 
Mstep: Class 37 contains 4113 members 
Mstep: Class 38 contains 2863 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 4399 members 
Mstep: Class 43 contains 2466 members 
Mstep: Class 44 contains 3566 members 
Mstep: Class 45 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154039760.000000 Penalty: 104160.664062
Iteration 80F: 46 clusters Score -1.540398e+08 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 116776 members 
Mstep: Class 4 contains 19720 members 
Mstep: Class 5 contains 32482 members 
Mstep: Class 6 contains 33496 members 
Mstep: Class 7 contains 11461 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 189642 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 10810 members 
Mstep: Class 12 contains 74912 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 167183 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 67469 members 
Mstep: Class 18 contains 91203 members 
Mstep: Class 19 contains 119484 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 30559 members 
Mstep: Class 22 contains 37557 members 
Mstep: Class 23 contains 3767 members 
Mstep: Class 24 contains 99968 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 26438 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 5006 members 
Mstep: Class 29 contains 8305 members 
Mstep: Class 30 contains 56716 members 
Mstep: Class 31 contains 3666 members 
Mstep: Class 32 contains 21018 members 
Mstep: Class 33 contains 3066 members 
Mstep: Class 34 contains 6965 members 
Mstep: Class 35 contains 30261 members 
Mstep: Class 36 contains 153963 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 3062 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 1987 members 
Mstep: Class 41 contains 1357 members 
Mstep: Class 42 contains 4579 members 
Mstep: Class 43 contains 3233 members 
Mstep: Class 44 contains 3607 members 
Mstep: Class 45 contains 4955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154043520.000000 Penalty: 104160.664062
Iteration 81Q: 46 clusters Score -1.540435e+08 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 31641 members 
Mstep: Class 3 contains 116512 members 
Mstep: Class 4 contains 19740 members 
Mstep: Class 5 contains 32462 members 
Mstep: Class 6 contains 33319 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 7444 members 
Mstep: Class 9 contains 189214 members 
Mstep: Class 10 contains 12727 members 
Mstep: Class 11 contains 10861 members 
Mstep: Class 12 contains 74852 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 166722 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 67312 members 
Mstep: Class 18 contains 90833 members 
Mstep: Class 19 contains 119379 members 
Mstep: Class 20 contains 5071 members 
Mstep: Class 21 contains 31194 members 
Mstep: Class 22 contains 37551 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 99890 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 26401 members 
Mstep: Class 27 contains 3672 members 
Mstep: Class 28 contains 5033 members 
Mstep: Class 29 contains 8312 members 
Mstep: Class 30 contains 56630 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 20824 members 
Mstep: Class 33 contains 3010 members 
Mstep: Class 34 contains 6955 members 
Mstep: Class 35 contains 30234 members 
Mstep: Class 36 contains 154523 members 
Mstep: Class 37 contains 4631 members 
Mstep: Class 38 contains 3163 members 
Mstep: Class 39 contains 1284 members 
Mstep: Class 40 contains 2030 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 4708 members 
Mstep: Class 43 contains 3794 members 
Mstep: Class 44 contains 3616 members 
Mstep: Class 45 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154045888.000000 Penalty: 104160.664062
Iteration 82Q: 46 clusters Score -1.540459e+08 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 31584 members 
Mstep: Class 3 contains 116265 members 
Mstep: Class 4 contains 19748 members 
Mstep: Class 5 contains 32437 members 
Mstep: Class 6 contains 33223 members 
Mstep: Class 7 contains 11301 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 188850 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 10915 members 
Mstep: Class 12 contains 74797 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 6636 members 
Mstep: Class 15 contains 166346 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 67173 members 
Mstep: Class 18 contains 90480 members 
Mstep: Class 19 contains 119295 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 31795 members 
Mstep: Class 22 contains 37549 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 99803 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 26401 members 
Mstep: Class 27 contains 3684 members 
Mstep: Class 28 contains 5033 members 
Mstep: Class 29 contains 8318 members 
Mstep: Class 30 contains 56537 members 
Mstep: Class 31 contains 3637 members 
Mstep: Class 32 contains 20657 members 
Mstep: Class 33 contains 2976 members 
Mstep: Class 34 contains 6956 members 
Mstep: Class 35 contains 30212 members 
Mstep: Class 36 contains 154947 members 
Mstep: Class 37 contains 4813 members 
Mstep: Class 38 contains 3216 members 
Mstep: Class 39 contains 1297 members 
Mstep: Class 40 contains 2061 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 4798 members 
Mstep: Class 43 contains 4228 members 
Mstep: Class 44 contains 3633 members 
Mstep: Class 45 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047056.000000 Penalty: 104160.664062
Iteration 83Q: 46 clusters Score -1.540471e+08 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 31541 members 
Mstep: Class 3 contains 116038 members 
Mstep: Class 4 contains 19758 members 
Mstep: Class 5 contains 32401 members 
Mstep: Class 6 contains 33160 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 188526 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 74754 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 6609 members 
Mstep: Class 15 contains 165960 members 
Mstep: Class 16 contains 2931 members 
Mstep: Class 17 contains 67039 members 
Mstep: Class 18 contains 90131 members 
Mstep: Class 19 contains 119236 members 
Mstep: Class 20 contains 5146 members 
Mstep: Class 21 contains 32428 members 
Mstep: Class 22 contains 37548 members 
Mstep: Class 23 contains 3859 members 
Mstep: Class 24 contains 99745 members 
Mstep: Class 25 contains 3012 members 
Mstep: Class 26 contains 26411 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 8326 members 
Mstep: Class 30 contains 56436 members 
Mstep: Class 31 contains 3616 members 
Mstep: Class 32 contains 20503 members 
Mstep: Class 33 contains 2955 members 
Mstep: Class 34 contains 6957 members 
Mstep: Class 35 contains 30190 members 
Mstep: Class 36 contains 155314 members 
Mstep: Class 37 contains 5005 members 
Mstep: Class 38 contains 3250 members 
Mstep: Class 39 contains 1300 members 
Mstep: Class 40 contains 2078 members 
Mstep: Class 41 contains 1432 members 
Mstep: Class 42 contains 4857 members 
Mstep: Class 43 contains 4601 members 
Mstep: Class 44 contains 3648 members 
Mstep: Class 45 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154048448.000000 Penalty: 104160.664062
Iteration 84Q: 46 clusters Score -1.540484e+08 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 31526 members 
Mstep: Class 3 contains 115840 members 
Mstep: Class 4 contains 19772 members 
Mstep: Class 5 contains 32359 members 
Mstep: Class 6 contains 33070 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 7231 members 
Mstep: Class 9 contains 188262 members 
Mstep: Class 10 contains 12665 members 
Mstep: Class 11 contains 10988 members 
Mstep: Class 12 contains 74724 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 165618 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 66935 members 
Mstep: Class 18 contains 89788 members 
Mstep: Class 19 contains 119203 members 
Mstep: Class 20 contains 5198 members 
Mstep: Class 21 contains 32997 members 
Mstep: Class 22 contains 37547 members 
Mstep: Class 23 contains 3879 members 
Mstep: Class 24 contains 99666 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 26446 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 5040 members 
Mstep: Class 29 contains 8336 members 
Mstep: Class 30 contains 56330 members 
Mstep: Class 31 contains 3590 members 
Mstep: Class 32 contains 20366 members 
Mstep: Class 33 contains 2944 members 
Mstep: Class 34 contains 6958 members 
Mstep: Class 35 contains 30185 members 
Mstep: Class 36 contains 155686 members 
Mstep: Class 37 contains 5212 members 
Mstep: Class 38 contains 3278 members 
Mstep: Class 39 contains 1297 members 
Mstep: Class 40 contains 2081 members 
Mstep: Class 41 contains 1445 members 
Mstep: Class 42 contains 4912 members 
Mstep: Class 43 contains 4903 members 
Mstep: Class 44 contains 3659 members 
Mstep: Class 45 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050048.000000 Penalty: 104160.664062
Iteration 85Q: 46 clusters Score -1.5405e+08 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 31514 members 
Mstep: Class 3 contains 115666 members 
Mstep: Class 4 contains 19789 members 
Mstep: Class 5 contains 32316 members 
Mstep: Class 6 contains 33000 members 
Mstep: Class 7 contains 11083 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 188095 members 
Mstep: Class 10 contains 12646 members 
Mstep: Class 11 contains 11026 members 
Mstep: Class 12 contains 74705 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 6577 members 
Mstep: Class 15 contains 165405 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 66835 members 
Mstep: Class 18 contains 89457 members 
Mstep: Class 19 contains 119125 members 
Mstep: Class 20 contains 5260 members 
Mstep: Class 21 contains 33453 members 
Mstep: Class 22 contains 37557 members 
Mstep: Class 23 contains 3899 members 
Mstep: Class 24 contains 99601 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 5041 members 
Mstep: Class 29 contains 8348 members 
Mstep: Class 30 contains 56253 members 
Mstep: Class 31 contains 3572 members 
Mstep: Class 32 contains 20228 members 
Mstep: Class 33 contains 2931 members 
Mstep: Class 34 contains 6962 members 
Mstep: Class 35 contains 30172 members 
Mstep: Class 36 contains 155967 members 
Mstep: Class 37 contains 5401 members 
Mstep: Class 38 contains 3303 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 2085 members 
Mstep: Class 41 contains 1461 members 
Mstep: Class 42 contains 4959 members 
Mstep: Class 43 contains 5146 members 
Mstep: Class 44 contains 3659 members 
Mstep: Class 45 contains 6054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050512.000000 Penalty: 104160.664062
Iteration 86Q: 46 clusters Score -1.540505e+08 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 31515 members 
Mstep: Class 3 contains 115509 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 32283 members 
Mstep: Class 6 contains 32943 members 
Mstep: Class 7 contains 10987 members 
Mstep: Class 8 contains 7097 members 
Mstep: Class 9 contains 188019 members 
Mstep: Class 10 contains 12620 members 
Mstep: Class 11 contains 11061 members 
Mstep: Class 12 contains 74700 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 165276 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 66741 members 
Mstep: Class 18 contains 89144 members 
Mstep: Class 19 contains 119027 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 33840 members 
Mstep: Class 22 contains 37589 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 99545 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 26497 members 
Mstep: Class 27 contains 3721 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 8359 members 
Mstep: Class 30 contains 56161 members 
Mstep: Class 31 contains 3556 members 
Mstep: Class 32 contains 20110 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 6968 members 
Mstep: Class 35 contains 30176 members 
Mstep: Class 36 contains 156128 members 
Mstep: Class 37 contains 5564 members 
Mstep: Class 38 contains 3304 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 2089 members 
Mstep: Class 41 contains 1473 members 
Mstep: Class 42 contains 4999 members 
Mstep: Class 43 contains 5329 members 
Mstep: Class 44 contains 3663 members 
Mstep: Class 45 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154051872.000000 Penalty: 104160.664062
Iteration 87Q: 46 clusters Score -1.540519e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 31504 members 
Mstep: Class 3 contains 115358 members 
Mstep: Class 4 contains 19813 members 
Mstep: Class 5 contains 32250 members 
Mstep: Class 6 contains 32876 members 
Mstep: Class 7 contains 10936 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 187940 members 
Mstep: Class 10 contains 12604 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 74695 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 165257 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 66665 members 
Mstep: Class 18 contains 88834 members 
Mstep: Class 19 contains 118925 members 
Mstep: Class 20 contains 5377 members 
Mstep: Class 21 contains 34222 members 
Mstep: Class 22 contains 37580 members 
Mstep: Class 23 contains 3908 members 
Mstep: Class 24 contains 99504 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 3730 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 8377 members 
Mstep: Class 30 contains 56067 members 
Mstep: Class 31 contains 3542 members 
Mstep: Class 32 contains 19995 members 
Mstep: Class 33 contains 2913 members 
Mstep: Class 34 contains 6972 members 
Mstep: Class 35 contains 30181 members 
Mstep: Class 36 contains 156184 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 3293 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 2079 members 
Mstep: Class 41 contains 1483 members 
Mstep: Class 42 contains 5054 members 
Mstep: Class 43 contains 5473 members 
Mstep: Class 44 contains 3665 members 
Mstep: Class 45 contains 6416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052816.000000 Penalty: 104160.664062
Iteration 88Q: 46 clusters Score -1.540528e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 31495 members 
Mstep: Class 3 contains 115230 members 
Mstep: Class 4 contains 19821 members 
Mstep: Class 5 contains 32232 members 
Mstep: Class 6 contains 32787 members 
Mstep: Class 7 contains 10883 members 
Mstep: Class 8 contains 6994 members 
Mstep: Class 9 contains 187886 members 
Mstep: Class 10 contains 12595 members 
Mstep: Class 11 contains 11127 members 
Mstep: Class 12 contains 74664 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 165306 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 66592 members 
Mstep: Class 18 contains 88519 members 
Mstep: Class 19 contains 118833 members 
Mstep: Class 20 contains 5436 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 37581 members 
Mstep: Class 23 contains 3914 members 
Mstep: Class 24 contains 99458 members 
Mstep: Class 25 contains 3073 members 
Mstep: Class 26 contains 26578 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 5073 members 
Mstep: Class 29 contains 8393 members 
Mstep: Class 30 contains 55972 members 
Mstep: Class 31 contains 3531 members 
Mstep: Class 32 contains 19884 members 
Mstep: Class 33 contains 2898 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30201 members 
Mstep: Class 36 contains 156237 members 
Mstep: Class 37 contains 5929 members 
Mstep: Class 38 contains 3288 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 2080 members 
Mstep: Class 41 contains 1501 members 
Mstep: Class 42 contains 5103 members 
Mstep: Class 43 contains 5581 members 
Mstep: Class 44 contains 3664 members 
Mstep: Class 45 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053264.000000 Penalty: 104160.664062
Iteration 89Q: 46 clusters Score -1.540533e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 31492 members 
Mstep: Class 3 contains 115127 members 
Mstep: Class 4 contains 19831 members 
Mstep: Class 5 contains 32215 members 
Mstep: Class 6 contains 32743 members 
Mstep: Class 7 contains 10827 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 187841 members 
Mstep: Class 10 contains 12582 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 74641 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 6542 members 
Mstep: Class 15 contains 165432 members 
Mstep: Class 16 contains 3190 members 
Mstep: Class 17 contains 66541 members 
Mstep: Class 18 contains 88216 members 
Mstep: Class 19 contains 118723 members 
Mstep: Class 20 contains 5504 members 
Mstep: Class 21 contains 34838 members 
Mstep: Class 22 contains 37586 members 
Mstep: Class 23 contains 3920 members 
Mstep: Class 24 contains 99400 members 
Mstep: Class 25 contains 3082 members 
Mstep: Class 26 contains 26610 members 
Mstep: Class 27 contains 3748 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 55899 members 
Mstep: Class 31 contains 3523 members 
Mstep: Class 32 contains 19772 members 
Mstep: Class 33 contains 2882 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30230 members 
Mstep: Class 36 contains 156199 members 
Mstep: Class 37 contains 6099 members 
Mstep: Class 38 contains 3279 members 
Mstep: Class 39 contains 1321 members 
Mstep: Class 40 contains 2076 members 
Mstep: Class 41 contains 1512 members 
Mstep: Class 42 contains 5151 members 
Mstep: Class 43 contains 5677 members 
Mstep: Class 44 contains 3671 members 
Mstep: Class 45 contains 6730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154053664.000000 Penalty: 104160.664062
Iteration 90Q: 46 clusters Score -1.540537e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 31491 members 
Mstep: Class 3 contains 114989 members 
Mstep: Class 4 contains 19835 members 
Mstep: Class 5 contains 32200 members 
Mstep: Class 6 contains 32710 members 
Mstep: Class 7 contains 10765 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 187858 members 
Mstep: Class 10 contains 12562 members 
Mstep: Class 11 contains 11171 members 
Mstep: Class 12 contains 74612 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 6541 members 
Mstep: Class 15 contains 165593 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 17 contains 66498 members 
Mstep: Class 18 contains 87945 members 
Mstep: Class 19 contains 118642 members 
Mstep: Class 20 contains 5570 members 
Mstep: Class 21 contains 35098 members 
Mstep: Class 22 contains 37588 members 
Mstep: Class 23 contains 3937 members 
Mstep: Class 24 contains 99349 members 
Mstep: Class 25 contains 3095 members 
Mstep: Class 26 contains 26654 members 
Mstep: Class 27 contains 3754 members 
Mstep: Class 28 contains 5026 members 
Mstep: Class 29 contains 8419 members 
Mstep: Class 30 contains 55832 members 
Mstep: Class 31 contains 3515 members 
Mstep: Class 32 contains 19664 members 
Mstep: Class 33 contains 2876 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30261 members 
Mstep: Class 36 contains 156077 members 
Mstep: Class 37 contains 6262 members 
Mstep: Class 38 contains 3268 members 
Mstep: Class 39 contains 1331 members 
Mstep: Class 40 contains 2073 members 
Mstep: Class 41 contains 1523 members 
Mstep: Class 42 contains 5200 members 
Mstep: Class 43 contains 5760 members 
Mstep: Class 44 contains 3669 members 
Mstep: Class 45 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054384.000000 Penalty: 104160.664062
Iteration 91Q: 46 clusters Score -1.540544e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 31497 members 
Mstep: Class 3 contains 114883 members 
Mstep: Class 4 contains 19845 members 
Mstep: Class 5 contains 32182 members 
Mstep: Class 6 contains 32687 members 
Mstep: Class 7 contains 10694 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 187911 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 11 contains 11189 members 
Mstep: Class 12 contains 74563 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 165741 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 66440 members 
Mstep: Class 18 contains 87704 members 
Mstep: Class 19 contains 118535 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 35322 members 
Mstep: Class 22 contains 37593 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 99287 members 
Mstep: Class 25 contains 3099 members 
Mstep: Class 26 contains 26698 members 
Mstep: Class 27 contains 3756 members 
Mstep: Class 28 contains 5021 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 55789 members 
Mstep: Class 31 contains 3499 members 
Mstep: Class 32 contains 19561 members 
Mstep: Class 33 contains 2869 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30299 members 
Mstep: Class 36 contains 155979 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 3255 members 
Mstep: Class 39 contains 1329 members 
Mstep: Class 40 contains 2079 members 
Mstep: Class 41 contains 1537 members 
Mstep: Class 42 contains 5237 members 
Mstep: Class 43 contains 5824 members 
Mstep: Class 44 contains 3671 members 
Mstep: Class 45 contains 6994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055152.000000 Penalty: 104160.664062
Iteration 92Q: 46 clusters Score -1.540552e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 31496 members 
Mstep: Class 3 contains 114801 members 
Mstep: Class 4 contains 19856 members 
Mstep: Class 5 contains 32161 members 
Mstep: Class 6 contains 32654 members 
Mstep: Class 7 contains 10632 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 187933 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 11210 members 
Mstep: Class 12 contains 74531 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 165829 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 66395 members 
Mstep: Class 18 contains 87473 members 
Mstep: Class 19 contains 118438 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 35517 members 
Mstep: Class 22 contains 37592 members 
Mstep: Class 23 contains 3979 members 
Mstep: Class 24 contains 99232 members 
Mstep: Class 25 contains 3101 members 
Mstep: Class 26 contains 26746 members 
Mstep: Class 27 contains 3765 members 
Mstep: Class 28 contains 5014 members 
Mstep: Class 29 contains 8431 members 
Mstep: Class 30 contains 55749 members 
Mstep: Class 31 contains 3486 members 
Mstep: Class 32 contains 19477 members 
Mstep: Class 33 contains 2861 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30335 members 
Mstep: Class 36 contains 155912 members 
Mstep: Class 37 contains 6544 members 
Mstep: Class 38 contains 3239 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 2079 members 
Mstep: Class 41 contains 1551 members 
Mstep: Class 42 contains 5278 members 
Mstep: Class 43 contains 5885 members 
Mstep: Class 44 contains 3662 members 
Mstep: Class 45 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055712.000000 Penalty: 104160.664062
Iteration 93Q: 46 clusters Score -1.540557e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 31509 members 
Mstep: Class 3 contains 114715 members 
Mstep: Class 4 contains 19865 members 
Mstep: Class 5 contains 32145 members 
Mstep: Class 6 contains 32618 members 
Mstep: Class 7 contains 10561 members 
Mstep: Class 8 contains 6752 members 
Mstep: Class 9 contains 187966 members 
Mstep: Class 10 contains 12535 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 74515 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 165914 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 66346 members 
Mstep: Class 18 contains 87244 members 
Mstep: Class 19 contains 118332 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 35699 members 
Mstep: Class 22 contains 37607 members 
Mstep: Class 23 contains 3995 members 
Mstep: Class 24 contains 99189 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 26792 members 
Mstep: Class 27 contains 3772 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 8430 members 
Mstep: Class 30 contains 55699 members 
Mstep: Class 31 contains 3469 members 
Mstep: Class 32 contains 19399 members 
Mstep: Class 33 contains 2854 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30362 members 
Mstep: Class 36 contains 155886 members 
Mstep: Class 37 contains 6671 members 
Mstep: Class 38 contains 3229 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 2079 members 
Mstep: Class 41 contains 1561 members 
Mstep: Class 42 contains 5321 members 
Mstep: Class 43 contains 5951 members 
Mstep: Class 44 contains 3647 members 
Mstep: Class 45 contains 7226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055584.000000 Penalty: 104160.664062
Iteration 94Q: 46 clusters Score -1.540556e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 31503 members 
Mstep: Class 3 contains 114629 members 
Mstep: Class 4 contains 19870 members 
Mstep: Class 5 contains 32128 members 
Mstep: Class 6 contains 32584 members 
Mstep: Class 7 contains 10496 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 188008 members 
Mstep: Class 10 contains 12525 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 74517 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 166042 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 66307 members 
Mstep: Class 18 contains 87037 members 
Mstep: Class 19 contains 118225 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 35866 members 
Mstep: Class 22 contains 37604 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 99141 members 
Mstep: Class 25 contains 3104 members 
Mstep: Class 26 contains 26839 members 
Mstep: Class 27 contains 3775 members 
Mstep: Class 28 contains 5018 members 
Mstep: Class 29 contains 8446 members 
Mstep: Class 30 contains 55672 members 
Mstep: Class 31 contains 3448 members 
Mstep: Class 32 contains 19329 members 
Mstep: Class 33 contains 2844 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 155795 members 
Mstep: Class 37 contains 6789 members 
Mstep: Class 38 contains 3225 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 2073 members 
Mstep: Class 41 contains 1582 members 
Mstep: Class 42 contains 5373 members 
Mstep: Class 43 contains 6011 members 
Mstep: Class 44 contains 3631 members 
Mstep: Class 45 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154056336.000000 Penalty: 104160.664062
Iteration 95Q: 46 clusters Score -1.540563e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 31501 members 
Mstep: Class 3 contains 114560 members 
Mstep: Class 4 contains 19884 members 
Mstep: Class 5 contains 32114 members 
Mstep: Class 6 contains 32552 members 
Mstep: Class 7 contains 10423 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 188050 members 
Mstep: Class 10 contains 12517 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 74492 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 166095 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 66270 members 
Mstep: Class 18 contains 86832 members 
Mstep: Class 19 contains 118125 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 36039 members 
Mstep: Class 22 contains 37598 members 
Mstep: Class 23 contains 4030 members 
Mstep: Class 24 contains 99106 members 
Mstep: Class 25 contains 3106 members 
Mstep: Class 26 contains 26862 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 5022 members 
Mstep: Class 29 contains 8457 members 
Mstep: Class 30 contains 55636 members 
Mstep: Class 31 contains 3435 members 
Mstep: Class 32 contains 19263 members 
Mstep: Class 33 contains 2838 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30381 members 
Mstep: Class 36 contains 155775 members 
Mstep: Class 37 contains 6898 members 
Mstep: Class 38 contains 3216 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 2064 members 
Mstep: Class 41 contains 1599 members 
Mstep: Class 42 contains 5429 members 
Mstep: Class 43 contains 6075 members 
Mstep: Class 44 contains 3615 members 
Mstep: Class 45 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057040.000000 Penalty: 104160.664062
Iteration 96Q: 46 clusters Score -1.54057e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 114500 members 
Mstep: Class 4 contains 19895 members 
Mstep: Class 5 contains 32100 members 
Mstep: Class 6 contains 32508 members 
Mstep: Class 7 contains 10357 members 
Mstep: Class 8 contains 6640 members 
Mstep: Class 9 contains 188114 members 
Mstep: Class 10 contains 12509 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 74470 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 166109 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 66233 members 
Mstep: Class 18 contains 86650 members 
Mstep: Class 19 contains 118030 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 36179 members 
Mstep: Class 22 contains 37596 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 99079 members 
Mstep: Class 25 contains 3107 members 
Mstep: Class 26 contains 26876 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 5023 members 
Mstep: Class 29 contains 8472 members 
Mstep: Class 30 contains 55622 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 19194 members 
Mstep: Class 33 contains 2837 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30392 members 
Mstep: Class 36 contains 155792 members 
Mstep: Class 37 contains 6989 members 
Mstep: Class 38 contains 3211 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 2057 members 
Mstep: Class 41 contains 1620 members 
Mstep: Class 42 contains 5486 members 
Mstep: Class 43 contains 6147 members 
Mstep: Class 44 contains 3595 members 
Mstep: Class 45 contains 7522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057856.000000 Penalty: 104160.664062
Iteration 97Q: 46 clusters Score -1.540579e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 31479 members 
Mstep: Class 3 contains 114414 members 
Mstep: Class 4 contains 19908 members 
Mstep: Class 5 contains 32088 members 
Mstep: Class 6 contains 32464 members 
Mstep: Class 7 contains 10297 members 
Mstep: Class 8 contains 6611 members 
Mstep: Class 9 contains 188161 members 
Mstep: Class 10 contains 12500 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 74453 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 166160 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 66197 members 
Mstep: Class 18 contains 86480 members 
Mstep: Class 19 contains 117940 members 
Mstep: Class 20 contains 6053 members 
Mstep: Class 21 contains 36313 members 
Mstep: Class 22 contains 37609 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 99039 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 26896 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 5022 members 
Mstep: Class 29 contains 8478 members 
Mstep: Class 30 contains 55612 members 
Mstep: Class 31 contains 3414 members 
Mstep: Class 32 contains 19134 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30409 members 
Mstep: Class 36 contains 155736 members 
Mstep: Class 37 contains 7049 members 
Mstep: Class 38 contains 3207 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 2051 members 
Mstep: Class 41 contains 1635 members 
Mstep: Class 42 contains 5548 members 
Mstep: Class 43 contains 6237 members 
Mstep: Class 44 contains 3576 members 
Mstep: Class 45 contains 7623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058000.000000 Penalty: 104160.664062
Iteration 98Q: 46 clusters Score -1.54058e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 31454 members 
Mstep: Class 3 contains 114361 members 
Mstep: Class 4 contains 19925 members 
Mstep: Class 5 contains 32085 members 
Mstep: Class 6 contains 32429 members 
Mstep: Class 7 contains 10214 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 9 contains 188197 members 
Mstep: Class 10 contains 12493 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 74437 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 166165 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 66157 members 
Mstep: Class 18 contains 86315 members 
Mstep: Class 19 contains 117867 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 36414 members 
Mstep: Class 22 contains 37616 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 99024 members 
Mstep: Class 25 contains 3109 members 
Mstep: Class 26 contains 26912 members 
Mstep: Class 27 contains 3800 members 
Mstep: Class 28 contains 5027 members 
Mstep: Class 29 contains 8487 members 
Mstep: Class 30 contains 55599 members 
Mstep: Class 31 contains 3408 members 
Mstep: Class 32 contains 19077 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30426 members 
Mstep: Class 36 contains 155725 members 
Mstep: Class 37 contains 7107 members 
Mstep: Class 38 contains 3202 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 2040 members 
Mstep: Class 41 contains 1648 members 
Mstep: Class 42 contains 5621 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 3559 members 
Mstep: Class 45 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058480.000000 Penalty: 104160.664062
Iteration 99Q: 46 clusters Score -1.540585e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 31447 members 
Mstep: Class 3 contains 114315 members 
Mstep: Class 4 contains 19940 members 
Mstep: Class 5 contains 32079 members 
Mstep: Class 6 contains 32392 members 
Mstep: Class 7 contains 10128 members 
Mstep: Class 8 contains 6571 members 
Mstep: Class 9 contains 188239 members 
Mstep: Class 10 contains 12484 members 
Mstep: Class 11 contains 11268 members 
Mstep: Class 12 contains 74448 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 166175 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 66125 members 
Mstep: Class 18 contains 86153 members 
Mstep: Class 19 contains 117799 members 
Mstep: Class 20 contains 6196 members 
Mstep: Class 21 contains 36534 members 
Mstep: Class 22 contains 37617 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 98997 members 
Mstep: Class 25 contains 3111 members 
Mstep: Class 26 contains 26920 members 
Mstep: Class 27 contains 3808 members 
Mstep: Class 28 contains 5030 members 
Mstep: Class 29 contains 8488 members 
Mstep: Class 30 contains 55601 members 
Mstep: Class 31 contains 3406 members 
Mstep: Class 32 contains 19007 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30427 members 
Mstep: Class 36 contains 155698 members 
Mstep: Class 37 contains 7144 members 
Mstep: Class 38 contains 3197 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 2020 members 
Mstep: Class 41 contains 1656 members 
Mstep: Class 42 contains 5682 members 
Mstep: Class 43 contains 6356 members 
Mstep: Class 44 contains 3551 members 
Mstep: Class 45 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059200.000000 Penalty: 104160.664062
Iteration 100F: 46 clusters Score -1.540592e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 31416 members 
Mstep: Class 3 contains 114271 members 
Mstep: Class 4 contains 19958 members 
Mstep: Class 5 contains 32076 members 
Mstep: Class 6 contains 32379 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 188307 members 
Mstep: Class 10 contains 12476 members 
Mstep: Class 11 contains 11271 members 
Mstep: Class 12 contains 74423 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 166178 members 
Mstep: Class 16 contains 3427 members 
Mstep: Class 17 contains 66086 members 
Mstep: Class 18 contains 85976 members 
Mstep: Class 19 contains 117723 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 36638 members 
Mstep: Class 22 contains 37602 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 98948 members 
Mstep: Class 25 contains 3113 members 
Mstep: Class 26 contains 26922 members 
Mstep: Class 27 contains 3812 members 
Mstep: Class 28 contains 5024 members 
Mstep: Class 29 contains 8480 members 
Mstep: Class 30 contains 55540 members 
Mstep: Class 31 contains 3399 members 
Mstep: Class 32 contains 18930 members 
Mstep: Class 33 contains 2829 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30434 members 
Mstep: Class 36 contains 155730 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 3185 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 1992 members 
Mstep: Class 41 contains 1673 members 
Mstep: Class 42 contains 5758 members 
Mstep: Class 43 contains 6403 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 7890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060080.000000 Penalty: 104160.664062
Iteration 101Q: 46 clusters Score -1.540601e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 31393 members 
Mstep: Class 3 contains 114239 members 
Mstep: Class 4 contains 19974 members 
Mstep: Class 5 contains 32079 members 
Mstep: Class 6 contains 32335 members 
Mstep: Class 7 contains 9964 members 
Mstep: Class 8 contains 6456 members 
Mstep: Class 9 contains 188369 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 11279 members 
Mstep: Class 12 contains 74403 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 166181 members 
Mstep: Class 16 contains 3454 members 
Mstep: Class 17 contains 66054 members 
Mstep: Class 18 contains 85822 members 
Mstep: Class 19 contains 117656 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 36745 members 
Mstep: Class 22 contains 37583 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 98897 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 26925 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 5024 members 
Mstep: Class 29 contains 8478 members 
Mstep: Class 30 contains 55436 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 18856 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30435 members 
Mstep: Class 36 contains 155763 members 
Mstep: Class 37 contains 7505 members 
Mstep: Class 38 contains 3175 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 1690 members 
Mstep: Class 42 contains 5850 members 
Mstep: Class 43 contains 6449 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 7985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060320.000000 Penalty: 104160.664062
Iteration 102Q: 46 clusters Score -1.540603e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 31364 members 
Mstep: Class 3 contains 114200 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 32072 members 
Mstep: Class 6 contains 32300 members 
Mstep: Class 7 contains 9883 members 
Mstep: Class 8 contains 6420 members 
Mstep: Class 9 contains 188450 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 74378 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 166185 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 66027 members 
Mstep: Class 18 contains 85664 members 
Mstep: Class 19 contains 117581 members 
Mstep: Class 20 contains 6403 members 
Mstep: Class 21 contains 36869 members 
Mstep: Class 22 contains 37577 members 
Mstep: Class 23 contains 4275 members 
Mstep: Class 24 contains 98834 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 26936 members 
Mstep: Class 27 contains 3812 members 
Mstep: Class 28 contains 5014 members 
Mstep: Class 29 contains 8456 members 
Mstep: Class 30 contains 55332 members 
Mstep: Class 31 contains 3386 members 
Mstep: Class 32 contains 18775 members 
Mstep: Class 33 contains 2814 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30441 members 
Mstep: Class 36 contains 155794 members 
Mstep: Class 37 contains 7685 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 1706 members 
Mstep: Class 42 contains 5937 members 
Mstep: Class 43 contains 6483 members 
Mstep: Class 44 contains 3541 members 
Mstep: Class 45 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060736.000000 Penalty: 104160.664062
Iteration 103Q: 46 clusters Score -1.540607e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 31337 members 
Mstep: Class 3 contains 114164 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 5 contains 32054 members 
Mstep: Class 6 contains 32274 members 
Mstep: Class 7 contains 9812 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 188544 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 11275 members 
Mstep: Class 12 contains 74356 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 166149 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 66005 members 
Mstep: Class 18 contains 85496 members 
Mstep: Class 19 contains 117503 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 37001 members 
Mstep: Class 22 contains 37567 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 98759 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 26933 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 5015 members 
Mstep: Class 29 contains 8444 members 
Mstep: Class 30 contains 55230 members 
Mstep: Class 31 contains 3377 members 
Mstep: Class 32 contains 18696 members 
Mstep: Class 33 contains 2798 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30450 members 
Mstep: Class 36 contains 155841 members 
Mstep: Class 37 contains 7855 members 
Mstep: Class 38 contains 3153 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 1936 members 
Mstep: Class 41 contains 1725 members 
Mstep: Class 42 contains 6039 members 
Mstep: Class 43 contains 6515 members 
Mstep: Class 44 contains 3537 members 
Mstep: Class 45 contains 8133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061392.000000 Penalty: 104160.664062
Iteration 104Q: 46 clusters Score -1.540614e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 31295 members 
Mstep: Class 3 contains 114121 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 32040 members 
Mstep: Class 6 contains 32255 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 6346 members 
Mstep: Class 9 contains 188672 members 
Mstep: Class 10 contains 12475 members 
Mstep: Class 11 contains 11278 members 
Mstep: Class 12 contains 74324 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 166139 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 65973 members 
Mstep: Class 18 contains 85319 members 
Mstep: Class 19 contains 117445 members 
Mstep: Class 20 contains 6565 members 
Mstep: Class 21 contains 37102 members 
Mstep: Class 22 contains 37545 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 98687 members 
Mstep: Class 25 contains 3121 members 
Mstep: Class 26 contains 26902 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 5019 members 
Mstep: Class 29 contains 8439 members 
Mstep: Class 30 contains 55115 members 
Mstep: Class 31 contains 3370 members 
Mstep: Class 32 contains 18614 members 
Mstep: Class 33 contains 2789 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30455 members 
Mstep: Class 36 contains 155887 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 3138 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 1914 members 
Mstep: Class 41 contains 1742 members 
Mstep: Class 42 contains 6153 members 
Mstep: Class 43 contains 6555 members 
Mstep: Class 44 contains 3532 members 
Mstep: Class 45 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061456.000000 Penalty: 104160.664062
Iteration 105Q: 46 clusters Score -1.540615e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 31234 members 
Mstep: Class 3 contains 114092 members 
Mstep: Class 4 contains 20068 members 
Mstep: Class 5 contains 32031 members 
Mstep: Class 6 contains 32231 members 
Mstep: Class 7 contains 9692 members 
Mstep: Class 8 contains 6313 members 
Mstep: Class 9 contains 188784 members 
Mstep: Class 10 contains 12476 members 
Mstep: Class 11 contains 11282 members 
Mstep: Class 12 contains 74274 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 166155 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 65938 members 
Mstep: Class 18 contains 85173 members 
Mstep: Class 19 contains 117399 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 37226 members 
Mstep: Class 22 contains 37523 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 98620 members 
Mstep: Class 25 contains 3127 members 
Mstep: Class 26 contains 26892 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 5017 members 
Mstep: Class 29 contains 8440 members 
Mstep: Class 30 contains 55011 members 
Mstep: Class 31 contains 3363 members 
Mstep: Class 32 contains 18533 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30468 members 
Mstep: Class 36 contains 155880 members 
Mstep: Class 37 contains 8157 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 1885 members 
Mstep: Class 41 contains 1768 members 
Mstep: Class 42 contains 6278 members 
Mstep: Class 43 contains 6591 members 
Mstep: Class 44 contains 3514 members 
Mstep: Class 45 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061968.000000 Penalty: 104160.664062
Iteration 106Q: 46 clusters Score -1.54062e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 31181 members 
Mstep: Class 3 contains 114076 members 
Mstep: Class 4 contains 20096 members 
Mstep: Class 5 contains 32017 members 
Mstep: Class 6 contains 32224 members 
Mstep: Class 7 contains 9670 members 
Mstep: Class 8 contains 6288 members 
Mstep: Class 9 contains 188905 members 
Mstep: Class 10 contains 12485 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 74233 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 166170 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 65913 members 
Mstep: Class 18 contains 85031 members 
Mstep: Class 19 contains 117365 members 
Mstep: Class 20 contains 6761 members 
Mstep: Class 21 contains 37325 members 
Mstep: Class 22 contains 37512 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 98537 members 
Mstep: Class 25 contains 3131 members 
Mstep: Class 26 contains 26893 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 5018 members 
Mstep: Class 29 contains 8429 members 
Mstep: Class 30 contains 54911 members 
Mstep: Class 31 contains 3358 members 
Mstep: Class 32 contains 18457 members 
Mstep: Class 33 contains 2754 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30474 members 
Mstep: Class 36 contains 155839 members 
Mstep: Class 37 contains 8271 members 
Mstep: Class 38 contains 3107 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 1855 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 6397 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 3493 members 
Mstep: Class 45 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062400.000000 Penalty: 104160.664062
Iteration 107Q: 46 clusters Score -1.540624e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 31123 members 
Mstep: Class 3 contains 114058 members 
Mstep: Class 4 contains 20124 members 
Mstep: Class 5 contains 32005 members 
Mstep: Class 6 contains 32212 members 
Mstep: Class 7 contains 9632 members 
Mstep: Class 8 contains 6250 members 
Mstep: Class 9 contains 188992 members 
Mstep: Class 10 contains 12501 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 74221 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 166184 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 65889 members 
Mstep: Class 18 contains 84907 members 
Mstep: Class 19 contains 117352 members 
Mstep: Class 20 contains 6840 members 
Mstep: Class 21 contains 37427 members 
Mstep: Class 22 contains 37505 members 
Mstep: Class 23 contains 4387 members 
Mstep: Class 24 contains 98452 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 26890 members 
Mstep: Class 27 contains 3882 members 
Mstep: Class 28 contains 5012 members 
Mstep: Class 29 contains 8423 members 
Mstep: Class 30 contains 54830 members 
Mstep: Class 31 contains 3348 members 
Mstep: Class 32 contains 18379 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30483 members 
Mstep: Class 36 contains 155792 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 3100 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 1832 members 
Mstep: Class 41 contains 1796 members 
Mstep: Class 42 contains 6517 members 
Mstep: Class 43 contains 6642 members 
Mstep: Class 44 contains 3472 members 
Mstep: Class 45 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062544.000000 Penalty: 104160.664062
Iteration 108Q: 46 clusters Score -1.540625e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 31050 members 
Mstep: Class 3 contains 114033 members 
Mstep: Class 4 contains 20156 members 
Mstep: Class 5 contains 31997 members 
Mstep: Class 6 contains 32209 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 6210 members 
Mstep: Class 9 contains 189063 members 
Mstep: Class 10 contains 12520 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 74196 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 6550 members 
Mstep: Class 15 contains 166205 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 65859 members 
Mstep: Class 18 contains 84796 members 
Mstep: Class 19 contains 117336 members 
Mstep: Class 20 contains 6909 members 
Mstep: Class 21 contains 37542 members 
Mstep: Class 22 contains 37501 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 98369 members 
Mstep: Class 25 contains 3140 members 
Mstep: Class 26 contains 26879 members 
Mstep: Class 27 contains 3903 members 
Mstep: Class 28 contains 5012 members 
Mstep: Class 29 contains 8420 members 
Mstep: Class 30 contains 54754 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 18303 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30491 members 
Mstep: Class 36 contains 155793 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 1808 members 
Mstep: Class 41 contains 1818 members 
Mstep: Class 42 contains 6639 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 3444 members 
Mstep: Class 45 contains 8403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062928.000000 Penalty: 104160.664062
Iteration 109Q: 46 clusters Score -1.540629e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 30936 members 
Mstep: Class 3 contains 114002 members 
Mstep: Class 4 contains 20186 members 
Mstep: Class 5 contains 31982 members 
Mstep: Class 6 contains 32206 members 
Mstep: Class 7 contains 9554 members 
Mstep: Class 8 contains 6162 members 
Mstep: Class 9 contains 189181 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 74151 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 6543 members 
Mstep: Class 15 contains 166220 members 
Mstep: Class 16 contains 3930 members 
Mstep: Class 17 contains 65839 members 
Mstep: Class 18 contains 84694 members 
Mstep: Class 19 contains 117327 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 37650 members 
Mstep: Class 22 contains 37477 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 98299 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26870 members 
Mstep: Class 27 contains 3935 members 
Mstep: Class 28 contains 5012 members 
Mstep: Class 29 contains 8425 members 
Mstep: Class 30 contains 54698 members 
Mstep: Class 31 contains 3328 members 
Mstep: Class 32 contains 18225 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30507 members 
Mstep: Class 36 contains 155757 members 
Mstep: Class 37 contains 8529 members 
Mstep: Class 38 contains 3081 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 1834 members 
Mstep: Class 42 contains 6763 members 
Mstep: Class 43 contains 6680 members 
Mstep: Class 44 contains 3416 members 
Mstep: Class 45 contains 8453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062592.000000 Penalty: 104160.664062
Iteration 110Q: 46 clusters Score -1.540626e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 30848 members 
Mstep: Class 3 contains 113984 members 
Mstep: Class 4 contains 20221 members 
Mstep: Class 5 contains 31963 members 
Mstep: Class 6 contains 32211 members 
Mstep: Class 7 contains 9533 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 189283 members 
Mstep: Class 10 contains 12565 members 
Mstep: Class 11 contains 11295 members 
Mstep: Class 12 contains 74125 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 166239 members 
Mstep: Class 16 contains 4001 members 
Mstep: Class 17 contains 65832 members 
Mstep: Class 18 contains 84598 members 
Mstep: Class 19 contains 117304 members 
Mstep: Class 20 contains 7047 members 
Mstep: Class 21 contains 37747 members 
Mstep: Class 22 contains 37456 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 98225 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26844 members 
Mstep: Class 27 contains 3968 members 
Mstep: Class 28 contains 5008 members 
Mstep: Class 29 contains 8431 members 
Mstep: Class 30 contains 54660 members 
Mstep: Class 31 contains 3320 members 
Mstep: Class 32 contains 18145 members 
Mstep: Class 33 contains 2717 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155694 members 
Mstep: Class 37 contains 8585 members 
Mstep: Class 38 contains 3071 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 1769 members 
Mstep: Class 41 contains 1835 members 
Mstep: Class 42 contains 6888 members 
Mstep: Class 43 contains 6693 members 
Mstep: Class 44 contains 3392 members 
Mstep: Class 45 contains 8502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062432.000000 Penalty: 104160.664062
Iteration 111Q: 46 clusters Score -1.540624e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 30762 members 
Mstep: Class 3 contains 113966 members 
Mstep: Class 4 contains 20238 members 
Mstep: Class 5 contains 31949 members 
Mstep: Class 6 contains 32236 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 189346 members 
Mstep: Class 10 contains 12591 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 12 contains 74112 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 6534 members 
Mstep: Class 15 contains 166313 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 65828 members 
Mstep: Class 18 contains 84494 members 
Mstep: Class 19 contains 117268 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 37849 members 
Mstep: Class 22 contains 37438 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 98150 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 26823 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 5017 members 
Mstep: Class 29 contains 8429 members 
Mstep: Class 30 contains 54628 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 18051 members 
Mstep: Class 33 contains 2708 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30520 members 
Mstep: Class 36 contains 155614 members 
Mstep: Class 37 contains 8622 members 
Mstep: Class 38 contains 3063 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 7011 members 
Mstep: Class 43 contains 6704 members 
Mstep: Class 44 contains 3357 members 
Mstep: Class 45 contains 8557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062352.000000 Penalty: 104160.664062
Iteration 112Q: 46 clusters Score -1.540624e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 30673 members 
Mstep: Class 3 contains 113948 members 
Mstep: Class 4 contains 20250 members 
Mstep: Class 5 contains 31939 members 
Mstep: Class 6 contains 32237 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 189411 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 74112 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 6530 members 
Mstep: Class 15 contains 166346 members 
Mstep: Class 16 contains 4094 members 
Mstep: Class 17 contains 65821 members 
Mstep: Class 18 contains 84387 members 
Mstep: Class 19 contains 117235 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 37955 members 
Mstep: Class 22 contains 37432 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 98100 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 26803 members 
Mstep: Class 27 contains 4040 members 
Mstep: Class 28 contains 5019 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 54609 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 17978 members 
Mstep: Class 33 contains 2710 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30519 members 
Mstep: Class 36 contains 155553 members 
Mstep: Class 37 contains 8656 members 
Mstep: Class 38 contains 3059 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 1758 members 
Mstep: Class 41 contains 1861 members 
Mstep: Class 42 contains 7117 members 
Mstep: Class 43 contains 6709 members 
Mstep: Class 44 contains 3332 members 
Mstep: Class 45 contains 8623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062016.000000 Penalty: 104160.664062
Iteration 113Q: 46 clusters Score -1.54062e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 30569 members 
Mstep: Class 3 contains 113922 members 
Mstep: Class 4 contains 20269 members 
Mstep: Class 5 contains 31931 members 
Mstep: Class 6 contains 32233 members 
Mstep: Class 7 contains 9494 members 
Mstep: Class 8 contains 5949 members 
Mstep: Class 9 contains 189472 members 
Mstep: Class 10 contains 12644 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 74108 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 6527 members 
Mstep: Class 15 contains 166405 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 65812 members 
Mstep: Class 18 contains 84299 members 
Mstep: Class 19 contains 117200 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 38052 members 
Mstep: Class 22 contains 37435 members 
Mstep: Class 23 contains 4352 members 
Mstep: Class 24 contains 98056 members 
Mstep: Class 25 contains 3158 members 
Mstep: Class 26 contains 26782 members 
Mstep: Class 27 contains 4075 members 
Mstep: Class 28 contains 5014 members 
Mstep: Class 29 contains 8431 members 
Mstep: Class 30 contains 54578 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 17915 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155501 members 
Mstep: Class 37 contains 8684 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 1749 members 
Mstep: Class 41 contains 1865 members 
Mstep: Class 42 contains 7236 members 
Mstep: Class 43 contains 6729 members 
Mstep: Class 44 contains 3303 members 
Mstep: Class 45 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062240.000000 Penalty: 104160.664062
Iteration 114Q: 46 clusters Score -1.540622e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30469 members 
Mstep: Class 3 contains 113896 members 
Mstep: Class 4 contains 20279 members 
Mstep: Class 5 contains 31929 members 
Mstep: Class 6 contains 32227 members 
Mstep: Class 7 contains 9484 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 189521 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 74109 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 6523 members 
Mstep: Class 15 contains 166426 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 65809 members 
Mstep: Class 18 contains 84221 members 
Mstep: Class 19 contains 117161 members 
Mstep: Class 20 contains 7267 members 
Mstep: Class 21 contains 38131 members 
Mstep: Class 22 contains 37453 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 98019 members 
Mstep: Class 25 contains 3158 members 
Mstep: Class 26 contains 26761 members 
Mstep: Class 27 contains 4091 members 
Mstep: Class 28 contains 5005 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 54556 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 17845 members 
Mstep: Class 33 contains 2720 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30515 members 
Mstep: Class 36 contains 155482 members 
Mstep: Class 37 contains 8708 members 
Mstep: Class 38 contains 3050 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 1742 members 
Mstep: Class 41 contains 1877 members 
Mstep: Class 42 contains 7354 members 
Mstep: Class 43 contains 6747 members 
Mstep: Class 44 contains 3268 members 
Mstep: Class 45 contains 8746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062032.000000 Penalty: 104160.664062
Iteration 115Q: 46 clusters Score -1.54062e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 30362 members 
Mstep: Class 3 contains 113876 members 
Mstep: Class 4 contains 20281 members 
Mstep: Class 5 contains 31922 members 
Mstep: Class 6 contains 32249 members 
Mstep: Class 7 contains 9474 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 189595 members 
Mstep: Class 10 contains 12736 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 12 contains 74089 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 6514 members 
Mstep: Class 15 contains 166443 members 
Mstep: Class 16 contains 4210 members 
Mstep: Class 17 contains 65816 members 
Mstep: Class 18 contains 84143 members 
Mstep: Class 19 contains 117130 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 38195 members 
Mstep: Class 22 contains 37452 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 97976 members 
Mstep: Class 25 contains 3158 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4100 members 
Mstep: Class 28 contains 5001 members 
Mstep: Class 29 contains 8405 members 
Mstep: Class 30 contains 54544 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 17766 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30520 members 
Mstep: Class 36 contains 155460 members 
Mstep: Class 37 contains 8719 members 
Mstep: Class 38 contains 3043 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 1727 members 
Mstep: Class 41 contains 1884 members 
Mstep: Class 42 contains 7482 members 
Mstep: Class 43 contains 6763 members 
Mstep: Class 44 contains 3246 members 
Mstep: Class 45 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062288.000000 Penalty: 104160.664062
Iteration 116Q: 46 clusters Score -1.540623e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 30260 members 
Mstep: Class 3 contains 113859 members 
Mstep: Class 4 contains 20294 members 
Mstep: Class 5 contains 31912 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9468 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 189649 members 
Mstep: Class 10 contains 12789 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74071 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 166482 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 65810 members 
Mstep: Class 18 contains 84055 members 
Mstep: Class 19 contains 117127 members 
Mstep: Class 20 contains 7384 members 
Mstep: Class 21 contains 38257 members 
Mstep: Class 22 contains 37460 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 97927 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 26720 members 
Mstep: Class 27 contains 4122 members 
Mstep: Class 28 contains 4999 members 
Mstep: Class 29 contains 8388 members 
Mstep: Class 30 contains 54520 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 17692 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155438 members 
Mstep: Class 37 contains 8733 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 1714 members 
Mstep: Class 41 contains 1892 members 
Mstep: Class 42 contains 7603 members 
Mstep: Class 43 contains 6774 members 
Mstep: Class 44 contains 3232 members 
Mstep: Class 45 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061792.000000 Penalty: 104160.664062
Iteration 117Q: 46 clusters Score -1.540618e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 30188 members 
Mstep: Class 3 contains 113840 members 
Mstep: Class 4 contains 20309 members 
Mstep: Class 5 contains 31902 members 
Mstep: Class 6 contains 32237 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 5773 members 
Mstep: Class 9 contains 189665 members 
Mstep: Class 10 contains 12854 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 12 contains 74048 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 6492 members 
Mstep: Class 15 contains 166498 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 65807 members 
Mstep: Class 18 contains 83969 members 
Mstep: Class 19 contains 117111 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37473 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 97878 members 
Mstep: Class 25 contains 3158 members 
Mstep: Class 26 contains 26706 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 8357 members 
Mstep: Class 30 contains 54507 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 17618 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 155455 members 
Mstep: Class 37 contains 8749 members 
Mstep: Class 38 contains 3033 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 1707 members 
Mstep: Class 41 contains 1898 members 
Mstep: Class 42 contains 7712 members 
Mstep: Class 43 contains 6790 members 
Mstep: Class 44 contains 3214 members 
Mstep: Class 45 contains 8913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061968.000000 Penalty: 104160.664062
Iteration 118Q: 46 clusters Score -1.54062e+08 nChanged 1880
Entering ConstructFrom: 
Score: -154061968.000000 Penalty: 104160.664062
Entering ConstructFrom: 
Trying to split cluster 1 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1063804.000000 Penalty: 1499.483521
	Iteration 0F: 2 clusters Score -1063804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1056584.250000 Penalty: 2998.967041
	Iteration 0F: 3 clusters Score -1056584 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1059031.875000 Penalty: 2998.967041
	Iteration 1F: 3 clusters Score -1059032 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1059661.250000 Penalty: 2998.967041
	Iteration 2F: 3 clusters Score -1059661 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1060410.625000 Penalty: 2998.967041
	Iteration 3F: 3 clusters Score -1060411 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1061087.875000 Penalty: 2998.967041
	Iteration 4F: 3 clusters Score -1061088 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1061555.750000 Penalty: 2998.967041
	Iteration 5F: 3 clusters Score -1061556 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1061874.000000 Penalty: 2998.967041
	Iteration 6Q: 3 clusters Score -1061874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1062100.500000 Penalty: 2998.967041
	Iteration 7Q: 3 clusters Score -1062100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1062243.875000 Penalty: 2998.967041
	Iteration 8Q: 3 clusters Score -1062244 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1062331.500000 Penalty: 2998.967041
	Iteration 9Q: 3 clusters Score -1062332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1062398.250000 Penalty: 2998.967041
	Iteration 10Q: 3 clusters Score -1062398 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1062450.125000 Penalty: 2998.967041
	Iteration 11Q: 3 clusters Score -1062450 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1062513.625000 Penalty: 2998.967041
	Iteration 12Q: 3 clusters Score -1062514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1062581.875000 Penalty: 2998.967041
	Iteration 13Q: 3 clusters Score -1062582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1062661.375000 Penalty: 2998.967041
	Iteration 14Q: 3 clusters Score -1062661 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1062744.125000 Penalty: 2998.967041
	Iteration 15Q: 3 clusters Score -1062744 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1062804.250000 Penalty: 2998.967041
	Iteration 16Q: 3 clusters Score -1062804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1062847.500000 Penalty: 2998.967041
	Iteration 17Q: 3 clusters Score -1062848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1062882.250000 Penalty: 2998.967041
	Iteration 18Q: 3 clusters Score -1062882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1062924.125000 Penalty: 2998.967041
	Iteration 19Q: 3 clusters Score -1062924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1062963.875000 Penalty: 2998.967041
	Iteration 20F: 3 clusters Score -1062964 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1063005.125000 Penalty: 2998.967041
	Iteration 21Q: 3 clusters Score -1063005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1063056.875000 Penalty: 2998.967041
	Iteration 22Q: 3 clusters Score -1063057 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1063118.500000 Penalty: 2998.967041
	Iteration 23Q: 3 clusters Score -1063118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1063197.000000 Penalty: 2998.967041
	Iteration 24Q: 3 clusters Score -1063197 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1063285.500000 Penalty: 2998.967041
	Iteration 25Q: 3 clusters Score -1063286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1063408.000000 Penalty: 2998.967041
	Iteration 26Q: 3 clusters Score -1063408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1063533.125000 Penalty: 2998.967041
	Iteration 27Q: 3 clusters Score -1063533 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1063648.500000 Penalty: 2998.967041
	Iteration 28Q: 3 clusters Score -1063648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1063748.875000 Penalty: 2998.967041
	Iteration 29Q: 3 clusters Score -1063749 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1063822.250000 Penalty: 2998.967041
	Iteration 30Q: 3 clusters Score -1063822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1063860.375000 Penalty: 2998.967041
	Iteration 31Q: 3 clusters Score -1063860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1063882.000000 Penalty: 2998.967041
	Iteration 32Q: 3 clusters Score -1063882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1063894.375000 Penalty: 2998.967041
	Iteration 33Q: 3 clusters Score -1063894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1063900.875000 Penalty: 2998.967041
	Iteration 34Q: 3 clusters Score -1063901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1063905.250000 Penalty: 2998.967041
	Iteration 35Q: 3 clusters Score -1063905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1063907.750000 Penalty: 2998.967041
	Iteration 36Q: 3 clusters Score -1063908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1063909.750000 Penalty: 2998.967041
	Iteration 37Q: 3 clusters Score -1063910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1063909.625000 Penalty: 2998.967041
	Iteration 38Q: 3 clusters Score -1063910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1063910.750000 Penalty: 2998.967041
	Iteration 39Q: 3 clusters Score -1063911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1063911.000000 Penalty: 2998.967041
	Iteration 40F: 3 clusters Score -1063911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1063911.750000 Penalty: 2998.967041
	Iteration 41Q: 3 clusters Score -1063912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1063911.750000 Penalty: 2998.967041
	Iteration 42F: 3 clusters Score -1063912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 17542 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 4042 members 
Entering Unmasked Estep 
Score: -154061040.000000 Penalty: 106475.343750
Splitting cluster 1 changes total score from -154061968.000000 to -154061040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (30109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Entering Unmasked Estep 
Score: -3115810.750000 Penalty: 1675.794067
	Iteration 0F: 2 clusters Score -3115811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3095504.500000 Penalty: 3351.588135
	Iteration 0F: 3 clusters Score -3095504 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3103188.750000 Penalty: 3351.588135
	Iteration 1F: 3 clusters Score -3103189 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3103829.250000 Penalty: 3351.588135
	Iteration 2F: 3 clusters Score -3103829 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3104527.000000 Penalty: 3351.588135
	Iteration 3F: 3 clusters Score -3104527 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3105337.500000 Penalty: 3351.588135
	Iteration 4F: 3 clusters Score -3105338 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3106252.750000 Penalty: 3351.588135
	Iteration 5F: 3 clusters Score -3106253 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3107229.250000 Penalty: 3351.588135
	Iteration 6F: 3 clusters Score -3107229 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3108170.750000 Penalty: 3351.588135
	Iteration 7F: 3 clusters Score -3108171 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3109138.000000 Penalty: 3351.588135
	Iteration 8F: 3 clusters Score -3109138 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3109987.000000 Penalty: 3351.588135
	Iteration 9Q: 3 clusters Score -3109987 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3110650.750000 Penalty: 3351.588135
	Iteration 10Q: 3 clusters Score -3110651 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3111106.000000 Penalty: 3351.588135
	Iteration 11Q: 3 clusters Score -3111106 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3111376.000000 Penalty: 3351.588135
	Iteration 12Q: 3 clusters Score -3111376 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3111545.750000 Penalty: 3351.588135
	Iteration 13Q: 3 clusters Score -3111546 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3111705.750000 Penalty: 3351.588135
	Iteration 14Q: 3 clusters Score -3111706 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3111845.500000 Penalty: 3351.588135
	Iteration 15Q: 3 clusters Score -3111846 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3111945.750000 Penalty: 3351.588135
	Iteration 16Q: 3 clusters Score -3111946 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3112060.000000 Penalty: 3351.588135
	Iteration 17Q: 3 clusters Score -3112060 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3112174.750000 Penalty: 3351.588135
	Iteration 18Q: 3 clusters Score -3112175 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3112250.750000 Penalty: 3351.588135
	Iteration 19Q: 3 clusters Score -3112251 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3112351.500000 Penalty: 3351.588135
	Iteration 20F: 3 clusters Score -3112352 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3112429.750000 Penalty: 3351.588135
	Iteration 21Q: 3 clusters Score -3112430 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3112517.000000 Penalty: 3351.588135
	Iteration 22Q: 3 clusters Score -3112517 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3112601.750000 Penalty: 3351.588135
	Iteration 23Q: 3 clusters Score -3112602 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3112674.750000 Penalty: 3351.588135
	Iteration 24Q: 3 clusters Score -3112675 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3112731.500000 Penalty: 3351.588135
	Iteration 25Q: 3 clusters Score -3112732 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3112798.000000 Penalty: 3351.588135
	Iteration 26Q: 3 clusters Score -3112798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3112854.500000 Penalty: 3351.588135
	Iteration 27Q: 3 clusters Score -3112854 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3112904.000000 Penalty: 3351.588135
	Iteration 28Q: 3 clusters Score -3112904 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3112960.000000 Penalty: 3351.588135
	Iteration 29Q: 3 clusters Score -3112960 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3113033.750000 Penalty: 3351.588135
	Iteration 30Q: 3 clusters Score -3113034 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3113096.250000 Penalty: 3351.588135
	Iteration 31Q: 3 clusters Score -3113096 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3113159.000000 Penalty: 3351.588135
	Iteration 32Q: 3 clusters Score -3113159 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3113188.500000 Penalty: 3351.588135
	Iteration 33Q: 3 clusters Score -3113188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3113237.750000 Penalty: 3351.588135
	Iteration 34Q: 3 clusters Score -3113238 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3113306.000000 Penalty: 3351.588135
	Iteration 35Q: 3 clusters Score -3113306 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3113353.750000 Penalty: 3351.588135
	Iteration 36Q: 3 clusters Score -3113354 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3113396.500000 Penalty: 3351.588135
	Iteration 37Q: 3 clusters Score -3113396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3113446.750000 Penalty: 3351.588135
	Iteration 38Q: 3 clusters Score -3113447 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3113495.750000 Penalty: 3351.588135
	Iteration 39Q: 3 clusters Score -3113496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3113541.750000 Penalty: 3351.588135
	Iteration 40F: 3 clusters Score -3113542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3113566.250000 Penalty: 3351.588135
	Iteration 41Q: 3 clusters Score -3113566 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3113587.750000 Penalty: 3351.588135
	Iteration 42Q: 3 clusters Score -3113588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3113598.750000 Penalty: 3351.588135
	Iteration 43Q: 3 clusters Score -3113599 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3113621.500000 Penalty: 3351.588135
	Iteration 44Q: 3 clusters Score -3113622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3113633.750000 Penalty: 3351.588135
	Iteration 45Q: 3 clusters Score -3113634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3113645.250000 Penalty: 3351.588135
	Iteration 46Q: 3 clusters Score -3113645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3113663.750000 Penalty: 3351.588135
	Iteration 47Q: 3 clusters Score -3113664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3113680.000000 Penalty: 3351.588135
	Iteration 48Q: 3 clusters Score -3113680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3113694.000000 Penalty: 3351.588135
	Iteration 49Q: 3 clusters Score -3113694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3113710.250000 Penalty: 3351.588135
	Iteration 50Q: 3 clusters Score -3113710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3113729.750000 Penalty: 3351.588135
	Iteration 51Q: 3 clusters Score -3113730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3113746.000000 Penalty: 3351.588135
	Iteration 52Q: 3 clusters Score -3113746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3113746.750000 Penalty: 3351.588135
	Iteration 53Q: 3 clusters Score -3113747 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3113760.750000 Penalty: 3351.588135
	Iteration 54Q: 3 clusters Score -3113761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3113768.000000 Penalty: 3351.588135
	Iteration 55Q: 3 clusters Score -3113768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3113783.000000 Penalty: 3351.588135
	Iteration 56Q: 3 clusters Score -3113783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3113788.250000 Penalty: 3351.588135
	Iteration 57Q: 3 clusters Score -3113788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3113798.250000 Penalty: 3351.588135
	Iteration 58Q: 3 clusters Score -3113798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3113799.000000 Penalty: 3351.588135
	Iteration 59Q: 3 clusters Score -3113799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3113806.500000 Penalty: 3351.588135
	Iteration 60F: 3 clusters Score -3113806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3113817.000000 Penalty: 3351.588135
	Iteration 61Q: 3 clusters Score -3113817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3113824.250000 Penalty: 3351.588135
	Iteration 62Q: 3 clusters Score -3113824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3113839.500000 Penalty: 3351.588135
	Iteration 63Q: 3 clusters Score -3113840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3113848.750000 Penalty: 3351.588135
	Iteration 64Q: 3 clusters Score -3113849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3113861.750000 Penalty: 3351.588135
	Iteration 65Q: 3 clusters Score -3113862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3113872.750000 Penalty: 3351.588135
	Iteration 66Q: 3 clusters Score -3113873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3113883.000000 Penalty: 3351.588135
	Iteration 67Q: 3 clusters Score -3113883 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3113911.000000 Penalty: 3351.588135
	Iteration 68Q: 3 clusters Score -3113911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3113914.750000 Penalty: 3351.588135
	Iteration 69Q: 3 clusters Score -3113915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3113919.000000 Penalty: 3351.588135
	Iteration 70Q: 3 clusters Score -3113919 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3113937.500000 Penalty: 3351.588135
	Iteration 71Q: 3 clusters Score -3113938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3113966.000000 Penalty: 3351.588135
	Iteration 72Q: 3 clusters Score -3113966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3113979.750000 Penalty: 3351.588135
	Iteration 73Q: 3 clusters Score -3113980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3113994.250000 Penalty: 3351.588135
	Iteration 74Q: 3 clusters Score -3113994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3114003.500000 Penalty: 3351.588135
	Iteration 75Q: 3 clusters Score -3114004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3114019.000000 Penalty: 3351.588135
	Iteration 76Q: 3 clusters Score -3114019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3114029.750000 Penalty: 3351.588135
	Iteration 77Q: 3 clusters Score -3114030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3114039.500000 Penalty: 3351.588135
	Iteration 78Q: 3 clusters Score -3114040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3114038.250000 Penalty: 3351.588135
	Iteration 79Q: 3 clusters Score -3114038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3114041.500000 Penalty: 3351.588135
	Iteration 80F: 3 clusters Score -3114042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3114041.500000 Penalty: 3351.588135
	Iteration 81Q: 3 clusters Score -3114042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3114048.000000 Penalty: 3351.588135
	Iteration 82Q: 3 clusters Score -3114048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3114054.750000 Penalty: 3351.588135
	Iteration 83Q: 3 clusters Score -3114055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3114065.250000 Penalty: 3351.588135
	Iteration 84Q: 3 clusters Score -3114065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3114082.500000 Penalty: 3351.588135
	Iteration 85Q: 3 clusters Score -3114082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3114090.250000 Penalty: 3351.588135
	Iteration 86Q: 3 clusters Score -3114090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3114093.000000 Penalty: 3351.588135
	Iteration 87Q: 3 clusters Score -3114093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3114102.750000 Penalty: 3351.588135
	Iteration 88Q: 3 clusters Score -3114103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3114122.250000 Penalty: 3351.588135
	Iteration 89Q: 3 clusters Score -3114122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3114126.250000 Penalty: 3351.588135
	Iteration 90Q: 3 clusters Score -3114126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3114153.000000 Penalty: 3351.588135
	Iteration 91Q: 3 clusters Score -3114153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3114172.500000 Penalty: 3351.588135
	Iteration 92Q: 3 clusters Score -3114172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3114199.750000 Penalty: 3351.588135
	Iteration 93Q: 3 clusters Score -3114200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3114211.000000 Penalty: 3351.588135
	Iteration 94Q: 3 clusters Score -3114211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3114219.000000 Penalty: 3351.588135
	Iteration 95Q: 3 clusters Score -3114219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3114236.250000 Penalty: 3351.588135
	Iteration 96Q: 3 clusters Score -3114236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3114241.500000 Penalty: 3351.588135
	Iteration 97Q: 3 clusters Score -3114242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3114256.750000 Penalty: 3351.588135
	Iteration 98Q: 3 clusters Score -3114257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3114258.500000 Penalty: 3351.588135
	Iteration 99Q: 3 clusters Score -3114258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3114262.750000 Penalty: 3351.588135
	Iteration 100F: 3 clusters Score -3114263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3114262.250000 Penalty: 3351.588135
	Iteration 101Q: 3 clusters Score -3114262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3114275.500000 Penalty: 3351.588135
	Iteration 102Q: 3 clusters Score -3114276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3114287.750000 Penalty: 3351.588135
	Iteration 103Q: 3 clusters Score -3114288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3114291.500000 Penalty: 3351.588135
	Iteration 104Q: 3 clusters Score -3114292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3114290.750000 Penalty: 3351.588135
	Iteration 105Q: 3 clusters Score -3114291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3114295.500000 Penalty: 3351.588135
	Iteration 106Q: 3 clusters Score -3114296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3114303.500000 Penalty: 3351.588135
	Iteration 107Q: 3 clusters Score -3114304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3114311.000000 Penalty: 3351.588135
	Iteration 108Q: 3 clusters Score -3114311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3114313.000000 Penalty: 3351.588135
	Iteration 109Q: 3 clusters Score -3114313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3114310.250000 Penalty: 3351.588135
	Iteration 110Q: 3 clusters Score -3114310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3114326.250000 Penalty: 3351.588135
	Iteration 111Q: 3 clusters Score -3114326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3114330.000000 Penalty: 3351.588135
	Iteration 112Q: 3 clusters Score -3114330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3114328.500000 Penalty: 3351.588135
	Iteration 113Q: 3 clusters Score -3114328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3114336.250000 Penalty: 3351.588135
	Iteration 114Q: 3 clusters Score -3114336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3114343.750000 Penalty: 3351.588135
	Iteration 115Q: 3 clusters Score -3114344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3114359.250000 Penalty: 3351.588135
	Iteration 116Q: 3 clusters Score -3114359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3114358.000000 Penalty: 3351.588135
	Iteration 117Q: 3 clusters Score -3114358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3114356.500000 Penalty: 3351.588135
	Iteration 118Q: 3 clusters Score -3114356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3114358.500000 Penalty: 3351.588135
	Iteration 119Q: 3 clusters Score -3114358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3114362.250000 Penalty: 3351.588135
	Iteration 120F: 3 clusters Score -3114362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3114376.500000 Penalty: 3351.588135
	Iteration 121Q: 3 clusters Score -3114376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3114377.250000 Penalty: 3351.588135
	Iteration 122Q: 3 clusters Score -3114377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3114391.750000 Penalty: 3351.588135
	Iteration 123Q: 3 clusters Score -3114392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3114392.500000 Penalty: 3351.588135
	Iteration 124Q: 3 clusters Score -3114392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3114397.250000 Penalty: 3351.588135
	Iteration 125Q: 3 clusters Score -3114397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3114400.000000 Penalty: 3351.588135
	Iteration 126Q: 3 clusters Score -3114400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3114407.750000 Penalty: 3351.588135
	Iteration 127Q: 3 clusters Score -3114408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3114410.250000 Penalty: 3351.588135
	Iteration 128Q: 3 clusters Score -3114410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3114420.000000 Penalty: 3351.588135
	Iteration 129Q: 3 clusters Score -3114420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3114433.000000 Penalty: 3351.588135
	Iteration 130Q: 3 clusters Score -3114433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3114452.000000 Penalty: 3351.588135
	Iteration 131Q: 3 clusters Score -3114452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3114466.500000 Penalty: 3351.588135
	Iteration 132Q: 3 clusters Score -3114466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3114478.000000 Penalty: 3351.588135
	Iteration 133Q: 3 clusters Score -3114478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3114485.500000 Penalty: 3351.588135
	Iteration 134Q: 3 clusters Score -3114486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3114486.500000 Penalty: 3351.588135
	Iteration 135Q: 3 clusters Score -3114486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3114491.500000 Penalty: 3351.588135
	Iteration 136Q: 3 clusters Score -3114492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3114500.000000 Penalty: 3351.588135
	Iteration 137Q: 3 clusters Score -3114500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3114513.000000 Penalty: 3351.588135
	Iteration 138Q: 3 clusters Score -3114513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3114515.500000 Penalty: 3351.588135
	Iteration 139Q: 3 clusters Score -3114516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3114524.750000 Penalty: 3351.588135
	Iteration 140F: 3 clusters Score -3114525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3114525.750000 Penalty: 3351.588135
	Iteration 141Q: 3 clusters Score -3114526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3114526.500000 Penalty: 3351.588135
	Iteration 142Q: 3 clusters Score -3114526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3114530.250000 Penalty: 3351.588135
	Iteration 143Q: 3 clusters Score -3114530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3114529.500000 Penalty: 3351.588135
	Iteration 144Q: 3 clusters Score -3114530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3114537.750000 Penalty: 3351.588135
	Iteration 145Q: 3 clusters Score -3114538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3114535.500000 Penalty: 3351.588135
	Iteration 146Q: 3 clusters Score -3114536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3114539.500000 Penalty: 3351.588135
	Iteration 147Q: 3 clusters Score -3114540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3114548.500000 Penalty: 3351.588135
	Iteration 148Q: 3 clusters Score -3114548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3114548.500000 Penalty: 3351.588135
	Iteration 149Q: 3 clusters Score -3114548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3114557.750000 Penalty: 3351.588135
	Iteration 150Q: 3 clusters Score -3114558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3114556.000000 Penalty: 3351.588135
	Iteration 151Q: 3 clusters Score -3114556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3114561.000000 Penalty: 3351.588135
	Iteration 152Q: 3 clusters Score -3114561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3114566.250000 Penalty: 3351.588135
	Iteration 153Q: 3 clusters Score -3114566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3114582.500000 Penalty: 3351.588135
	Iteration 154Q: 3 clusters Score -3114582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3114582.000000 Penalty: 3351.588135
	Iteration 155Q: 3 clusters Score -3114582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3114585.500000 Penalty: 3351.588135
	Iteration 156Q: 3 clusters Score -3114586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3114584.250000 Penalty: 3351.588135
	Iteration 157Q: 3 clusters Score -3114584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3114588.250000 Penalty: 3351.588135
	Iteration 158Q: 3 clusters Score -3114588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3114591.250000 Penalty: 3351.588135
	Iteration 159Q: 3 clusters Score -3114591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3114589.250000 Penalty: 3351.588135
	Iteration 160F: 3 clusters Score -3114589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3114594.750000 Penalty: 3351.588135
	Iteration 161Q: 3 clusters Score -3114595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3114593.250000 Penalty: 3351.588135
	Iteration 162Q: 3 clusters Score -3114593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3114597.250000 Penalty: 3351.588135
	Iteration 163Q: 3 clusters Score -3114597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3114596.500000 Penalty: 3351.588135
	Iteration 164Q: 3 clusters Score -3114596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3114597.500000 Penalty: 3351.588135
	Iteration 165Q: 3 clusters Score -3114598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3114600.750000 Penalty: 3351.588135
	Iteration 166Q: 3 clusters Score -3114601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3114604.250000 Penalty: 3351.588135
	Iteration 167Q: 3 clusters Score -3114604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3114607.000000 Penalty: 3351.588135
	Iteration 168Q: 3 clusters Score -3114607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3114611.000000 Penalty: 3351.588135
	Iteration 169Q: 3 clusters Score -3114611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3114611.250000 Penalty: 3351.588135
	Iteration 170Q: 3 clusters Score -3114611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3114615.250000 Penalty: 3351.588135
	Iteration 171Q: 3 clusters Score -3114615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3114614.500000 Penalty: 3351.588135
	Iteration 172Q: 3 clusters Score -3114614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3114620.250000 Penalty: 3351.588135
	Iteration 173Q: 3 clusters Score -3114620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3114617.500000 Penalty: 3351.588135
	Iteration 174Q: 3 clusters Score -3114618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3114618.500000 Penalty: 3351.588135
	Iteration 175Q: 3 clusters Score -3114618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3114621.250000 Penalty: 3351.588135
	Iteration 176Q: 3 clusters Score -3114621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3114623.250000 Penalty: 3351.588135
	Iteration 177Q: 3 clusters Score -3114623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3114623.000000 Penalty: 3351.588135
	Iteration 178Q: 3 clusters Score -3114623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3114625.000000 Penalty: 3351.588135
	Iteration 179Q: 3 clusters Score -3114625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3114618.000000 Penalty: 3351.588135
	Iteration 180F: 3 clusters Score -3114618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3114623.000000 Penalty: 3351.588135
	Iteration 181Q: 3 clusters Score -3114623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3114625.750000 Penalty: 3351.588135
	Iteration 182Q: 3 clusters Score -3114626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3114634.750000 Penalty: 3351.588135
	Iteration 183Q: 3 clusters Score -3114635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3114631.500000 Penalty: 3351.588135
	Iteration 184Q: 3 clusters Score -3114632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3114631.250000 Penalty: 3351.588135
	Iteration 185Q: 3 clusters Score -3114631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3114632.750000 Penalty: 3351.588135
	Iteration 186Q: 3 clusters Score -3114633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3114630.750000 Penalty: 3351.588135
	Iteration 187Q: 3 clusters Score -3114631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3114632.250000 Penalty: 3351.588135
	Iteration 188Q: 3 clusters Score -3114632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3114632.750000 Penalty: 3351.588135
	Iteration 189Q: 3 clusters Score -3114633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3114632.250000 Penalty: 3351.588135
	Iteration 190Q: 3 clusters Score -3114632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3114631.000000 Penalty: 3351.588135
	Iteration 191Q: 3 clusters Score -3114631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3114631.500000 Penalty: 3351.588135
	Iteration 192Q: 3 clusters Score -3114632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3114631.000000 Penalty: 3351.588135
	Iteration 193Q: 3 clusters Score -3114631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3114632.250000 Penalty: 3351.588135
	Iteration 194Q: 3 clusters Score -3114632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3114632.250000 Penalty: 3351.588135
	Iteration 195F: 3 clusters Score -3114632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Entering Unmasked Estep 
Score: -11917921.000000 Penalty: 1891.878540
	Iteration 0F: 2 clusters Score -1.191792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -11841961.000000 Penalty: 3783.757080
	Iteration 0F: 3 clusters Score -1.184196e+07 nChanged 54466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -11874002.000000 Penalty: 3783.757080
	Iteration 1F: 3 clusters Score -1.1874e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -11875460.000000 Penalty: 3783.757080
	Iteration 2Q: 3 clusters Score -1.187546e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -11877349.000000 Penalty: 3783.757080
	Iteration 3Q: 3 clusters Score -1.187735e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -11879674.000000 Penalty: 3783.757080
	Iteration 4Q: 3 clusters Score -1.187967e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -11882732.000000 Penalty: 3783.757080
	Iteration 5F: 3 clusters Score -1.188273e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -11886316.000000 Penalty: 3783.757080
	Iteration 6F: 3 clusters Score -1.188632e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -11889898.000000 Penalty: 3783.757080
	Iteration 7F: 3 clusters Score -1.18899e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -11892980.000000 Penalty: 3783.757080
	Iteration 8F: 3 clusters Score -1.189298e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -11895638.000000 Penalty: 3783.757080
	Iteration 9Q: 3 clusters Score -1.189564e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -11897926.000000 Penalty: 3783.757080
	Iteration 10Q: 3 clusters Score -1.189793e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -11899829.000000 Penalty: 3783.757080
	Iteration 11Q: 3 clusters Score -1.189983e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -11901026.000000 Penalty: 3783.757080
	Iteration 12Q: 3 clusters Score -1.190103e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -11901799.000000 Penalty: 3783.757080
	Iteration 13Q: 3 clusters Score -1.19018e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -11902340.000000 Penalty: 3783.757080
	Iteration 14Q: 3 clusters Score -1.190234e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -11902529.000000 Penalty: 3783.757080
	Iteration 15Q: 3 clusters Score -1.190253e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -11902786.000000 Penalty: 3783.757080
	Iteration 16Q: 3 clusters Score -1.190279e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -11903040.000000 Penalty: 3783.757080
	Iteration 17Q: 3 clusters Score -1.190304e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -11903380.000000 Penalty: 3783.757080
	Iteration 18Q: 3 clusters Score -1.190338e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -11903722.000000 Penalty: 3783.757080
	Iteration 19Q: 3 clusters Score -1.190372e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -11904005.000000 Penalty: 3783.757080
	Iteration 20F: 3 clusters Score -1.1904e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -11904328.000000 Penalty: 3783.757080
	Iteration 21Q: 3 clusters Score -1.190433e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -11904722.000000 Penalty: 3783.757080
	Iteration 22Q: 3 clusters Score -1.190472e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -11905038.000000 Penalty: 3783.757080
	Iteration 23Q: 3 clusters Score -1.190504e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -11905395.000000 Penalty: 3783.757080
	Iteration 24Q: 3 clusters Score -1.19054e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -11905797.000000 Penalty: 3783.757080
	Iteration 25Q: 3 clusters Score -1.19058e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -11906215.000000 Penalty: 3783.757080
	Iteration 26Q: 3 clusters Score -1.190622e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -11906809.000000 Penalty: 3783.757080
	Iteration 27Q: 3 clusters Score -1.190681e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -11907193.000000 Penalty: 3783.757080
	Iteration 28Q: 3 clusters Score -1.190719e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -11907741.000000 Penalty: 3783.757080
	Iteration 29Q: 3 clusters Score -1.190774e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -11908273.000000 Penalty: 3783.757080
	Iteration 30Q: 3 clusters Score -1.190827e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -11908766.000000 Penalty: 3783.757080
	Iteration 31Q: 3 clusters Score -1.190877e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -11909340.000000 Penalty: 3783.757080
	Iteration 32Q: 3 clusters Score -1.190934e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -11909788.000000 Penalty: 3783.757080
	Iteration 33Q: 3 clusters Score -1.190979e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -11910371.000000 Penalty: 3783.757080
	Iteration 34Q: 3 clusters Score -1.191037e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -11910880.000000 Penalty: 3783.757080
	Iteration 35Q: 3 clusters Score -1.191088e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -11911457.000000 Penalty: 3783.757080
	Iteration 36Q: 3 clusters Score -1.191146e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -11912019.000000 Penalty: 3783.757080
	Iteration 37Q: 3 clusters Score -1.191202e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -11912576.000000 Penalty: 3783.757080
	Iteration 38Q: 3 clusters Score -1.191258e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -11913107.000000 Penalty: 3783.757080
	Iteration 39Q: 3 clusters Score -1.191311e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -11913654.000000 Penalty: 3783.757080
	Iteration 40F: 3 clusters Score -1.191365e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -11914148.000000 Penalty: 3783.757080
	Iteration 41Q: 3 clusters Score -1.191415e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -11914685.000000 Penalty: 3783.757080
	Iteration 42Q: 3 clusters Score -1.191468e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -11915159.000000 Penalty: 3783.757080
	Iteration 43Q: 3 clusters Score -1.191516e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -11915609.000000 Penalty: 3783.757080
	Iteration 44Q: 3 clusters Score -1.191561e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -11916143.000000 Penalty: 3783.757080
	Iteration 45Q: 3 clusters Score -1.191614e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -11916534.000000 Penalty: 3783.757080
	Iteration 46Q: 3 clusters Score -1.191653e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -11916963.000000 Penalty: 3783.757080
	Iteration 47Q: 3 clusters Score -1.191696e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -11917288.000000 Penalty: 3783.757080
	Iteration 48Q: 3 clusters Score -1.191729e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -11917555.000000 Penalty: 3783.757080
	Iteration 49Q: 3 clusters Score -1.191756e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -11917698.000000 Penalty: 3783.757080
	Iteration 50Q: 3 clusters Score -1.19177e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -11917813.000000 Penalty: 3783.757080
	Iteration 51Q: 3 clusters Score -1.191781e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -11917907.000000 Penalty: 3783.757080
	Iteration 52Q: 3 clusters Score -1.191791e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
Score: -11918002.000000 Penalty: 3783.757080
	Iteration 53Q: 3 clusters Score -1.1918e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -11918040.000000 Penalty: 3783.757080
	Iteration 54Q: 3 clusters Score -1.191804e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -11918098.000000 Penalty: 3783.757080
	Iteration 55Q: 3 clusters Score -1.19181e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -11918117.000000 Penalty: 3783.757080
	Iteration 56Q: 3 clusters Score -1.191812e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -11918138.000000 Penalty: 3783.757080
	Iteration 57Q: 3 clusters Score -1.191814e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -11918168.000000 Penalty: 3783.757080
	Iteration 58Q: 3 clusters Score -1.191817e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -11918193.000000 Penalty: 3783.757080
	Iteration 59Q: 3 clusters Score -1.191819e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -11918229.000000 Penalty: 3783.757080
	Iteration 60F: 3 clusters Score -1.191823e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 106618 members 
Entering Unmasked Estep 
Score: -11918268.000000 Penalty: 3783.757080
	Iteration 61Q: 3 clusters Score -1.191827e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 106703 members 
Entering Unmasked Estep 
Score: -11918279.000000 Penalty: 3783.757080
	Iteration 62Q: 3 clusters Score -1.191828e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -11918259.000000 Penalty: 3783.757080
	Iteration 63Q: 3 clusters Score -1.191826e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -11918263.000000 Penalty: 3783.757080
	Iteration 64Q: 3 clusters Score -1.191826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -11918297.000000 Penalty: 3783.757080
	Iteration 65Q: 3 clusters Score -1.19183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -11918292.000000 Penalty: 3783.757080
	Iteration 66Q: 3 clusters Score -1.191829e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -11918301.000000 Penalty: 3783.757080
	Iteration 67Q: 3 clusters Score -1.19183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -11918302.000000 Penalty: 3783.757080
	Iteration 68Q: 3 clusters Score -1.19183e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -11918316.000000 Penalty: 3783.757080
	Iteration 69Q: 3 clusters Score -1.191832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -11918324.000000 Penalty: 3783.757080
	Iteration 70Q: 3 clusters Score -1.191832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -11918329.000000 Penalty: 3783.757080
	Iteration 71Q: 3 clusters Score -1.191833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -11918310.000000 Penalty: 3783.757080
	Iteration 72Q: 3 clusters Score -1.191831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -11918324.000000 Penalty: 3783.757080
	Iteration 73Q: 3 clusters Score -1.191832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -11918321.000000 Penalty: 3783.757080
	Iteration 74Q: 3 clusters Score -1.191832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 107371 members 
Entering Unmasked Estep 
Score: -11918317.000000 Penalty: 3783.757080
	Iteration 75Q: 3 clusters Score -1.191832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -11918339.000000 Penalty: 3783.757080
	Iteration 76Q: 3 clusters Score -1.191834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -11918340.000000 Penalty: 3783.757080
	Iteration 77Q: 3 clusters Score -1.191834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -11918339.000000 Penalty: 3783.757080
	Iteration 78Q: 3 clusters Score -1.191834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -11918344.000000 Penalty: 3783.757080
	Iteration 79Q: 3 clusters Score -1.191834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -11918351.000000 Penalty: 3783.757080
	Iteration 80F: 3 clusters Score -1.191835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -11918354.000000 Penalty: 3783.757080
	Iteration 81Q: 3 clusters Score -1.191835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -11918351.000000 Penalty: 3783.757080
	Iteration 82Q: 3 clusters Score -1.191835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -11918358.000000 Penalty: 3783.757080
	Iteration 83Q: 3 clusters Score -1.191836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -11918353.000000 Penalty: 3783.757080
	Iteration 84Q: 3 clusters Score -1.191835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -11918361.000000 Penalty: 3783.757080
	Iteration 85Q: 3 clusters Score -1.191836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -11918352.000000 Penalty: 3783.757080
	Iteration 86Q: 3 clusters Score -1.191835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -11918351.000000 Penalty: 3783.757080
	Iteration 87Q: 3 clusters Score -1.191835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -11918341.000000 Penalty: 3783.757080
	Iteration 88Q: 3 clusters Score -1.191834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -11918343.000000 Penalty: 3783.757080
	Iteration 89Q: 3 clusters Score -1.191834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -11918349.000000 Penalty: 3783.757080
	Iteration 90Q: 3 clusters Score -1.191835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -11918354.000000 Penalty: 3783.757080
	Iteration 91Q: 3 clusters Score -1.191835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -11918356.000000 Penalty: 3783.757080
	Iteration 92Q: 3 clusters Score -1.191836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -11918363.000000 Penalty: 3783.757080
	Iteration 93Q: 3 clusters Score -1.191836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -11918358.000000 Penalty: 3783.757080
	Iteration 94Q: 3 clusters Score -1.191836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -11918365.000000 Penalty: 3783.757080
	Iteration 95Q: 3 clusters Score -1.191836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
Score: -11918368.000000 Penalty: 3783.757080
	Iteration 96Q: 3 clusters Score -1.191837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -11918368.000000 Penalty: 3783.757080
	Iteration 97Q: 3 clusters Score -1.191837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -11918367.000000 Penalty: 3783.757080
	Iteration 98Q: 3 clusters Score -1.191837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -11918366.000000 Penalty: 3783.757080
	Iteration 99Q: 3 clusters Score -1.191837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -11918375.000000 Penalty: 3783.757080
	Iteration 100F: 3 clusters Score -1.191838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -11918368.000000 Penalty: 3783.757080
	Iteration 101Q: 3 clusters Score -1.191837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -11918368.000000 Penalty: 3783.757080
	Iteration 102Q: 3 clusters Score -1.191837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -11918371.000000 Penalty: 3783.757080
	Iteration 103Q: 3 clusters Score -1.191837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 107759 members 
Entering Unmasked Estep 
Score: -11918380.000000 Penalty: 3783.757080
	Iteration 104Q: 3 clusters Score -1.191838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -11918376.000000 Penalty: 3783.757080
	Iteration 105Q: 3 clusters Score -1.191838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -11918376.000000 Penalty: 3783.757080
	Iteration 106Q: 3 clusters Score -1.191838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -11918376.000000 Penalty: 3783.757080
	Iteration 107F: 3 clusters Score -1.191838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 6051 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 17542 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 107764 members 
Entering Unmasked Estep 
Score: -154061744.000000 Penalty: 106475.343750
Splitting cluster 3 changes total score from -154061968.000000 to -154061744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Entering Unmasked Estep 
Score: -2132099.750000 Penalty: 1611.912109
	Iteration 0F: 2 clusters Score -2132100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2118294.750000 Penalty: 3223.824219
	Iteration 0F: 3 clusters Score -2118295 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2123497.000000 Penalty: 3223.824219
	Iteration 1F: 3 clusters Score -2123497 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2124007.000000 Penalty: 3223.824219
	Iteration 2F: 3 clusters Score -2124007 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2124578.750000 Penalty: 3223.824219
	Iteration 3F: 3 clusters Score -2124579 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2125223.250000 Penalty: 3223.824219
	Iteration 4F: 3 clusters Score -2125223 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2125972.250000 Penalty: 3223.824219
	Iteration 5F: 3 clusters Score -2125972 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2126781.750000 Penalty: 3223.824219
	Iteration 6F: 3 clusters Score -2126782 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2127621.000000 Penalty: 3223.824219
	Iteration 7F: 3 clusters Score -2127621 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2128487.500000 Penalty: 3223.824219
	Iteration 8F: 3 clusters Score -2128488 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2129302.250000 Penalty: 3223.824219
	Iteration 9Q: 3 clusters Score -2129302 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2129975.750000 Penalty: 3223.824219
	Iteration 10Q: 3 clusters Score -2129976 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2130434.000000 Penalty: 3223.824219
	Iteration 11Q: 3 clusters Score -2130434 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2130705.500000 Penalty: 3223.824219
	Iteration 12Q: 3 clusters Score -2130706 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2130823.250000 Penalty: 3223.824219
	Iteration 13Q: 3 clusters Score -2130823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2130902.250000 Penalty: 3223.824219
	Iteration 14Q: 3 clusters Score -2130902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2130952.250000 Penalty: 3223.824219
	Iteration 15Q: 3 clusters Score -2130952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2130986.250000 Penalty: 3223.824219
	Iteration 16Q: 3 clusters Score -2130986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2131008.750000 Penalty: 3223.824219
	Iteration 17Q: 3 clusters Score -2131009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2131028.500000 Penalty: 3223.824219
	Iteration 18Q: 3 clusters Score -2131028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2131037.500000 Penalty: 3223.824219
	Iteration 19Q: 3 clusters Score -2131038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2131048.500000 Penalty: 3223.824219
	Iteration 20F: 3 clusters Score -2131048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2131068.000000 Penalty: 3223.824219
	Iteration 21Q: 3 clusters Score -2131068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2131078.250000 Penalty: 3223.824219
	Iteration 22Q: 3 clusters Score -2131078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2131081.750000 Penalty: 3223.824219
	Iteration 23Q: 3 clusters Score -2131082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2131088.250000 Penalty: 3223.824219
	Iteration 24Q: 3 clusters Score -2131088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2131089.250000 Penalty: 3223.824219
	Iteration 25Q: 3 clusters Score -2131089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2131091.250000 Penalty: 3223.824219
	Iteration 26Q: 3 clusters Score -2131091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2131092.500000 Penalty: 3223.824219
	Iteration 27Q: 3 clusters Score -2131092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2131093.500000 Penalty: 3223.824219
	Iteration 28Q: 3 clusters Score -2131094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2131096.250000 Penalty: 3223.824219
	Iteration 29Q: 3 clusters Score -2131096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2131100.500000 Penalty: 3223.824219
	Iteration 30Q: 3 clusters Score -2131100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2131102.000000 Penalty: 3223.824219
	Iteration 31Q: 3 clusters Score -2131102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2131103.000000 Penalty: 3223.824219
	Iteration 32Q: 3 clusters Score -2131103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2131105.250000 Penalty: 3223.824219
	Iteration 33Q: 3 clusters Score -2131105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2131106.500000 Penalty: 3223.824219
	Iteration 34Q: 3 clusters Score -2131106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2131109.000000 Penalty: 3223.824219
	Iteration 35Q: 3 clusters Score -2131109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2131107.750000 Penalty: 3223.824219
	Iteration 36Q: 3 clusters Score -2131108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2131107.750000 Penalty: 3223.824219
	Iteration 37F: 3 clusters Score -2131108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Entering Unmasked Estep 
Score: -3239328.750000 Penalty: 1685.142944
	Iteration 0F: 2 clusters Score -3239329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3217909.250000 Penalty: 3370.285889
	Iteration 0F: 3 clusters Score -3217909 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3226219.250000 Penalty: 3370.285889
	Iteration 1F: 3 clusters Score -3226219 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3226858.500000 Penalty: 3370.285889
	Iteration 2Q: 3 clusters Score -3226858 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3227712.750000 Penalty: 3370.285889
	Iteration 3Q: 3 clusters Score -3227713 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3228781.500000 Penalty: 3370.285889
	Iteration 4F: 3 clusters Score -3228782 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3230107.000000 Penalty: 3370.285889
	Iteration 5F: 3 clusters Score -3230107 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3231471.750000 Penalty: 3370.285889
	Iteration 6F: 3 clusters Score -3231472 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3232656.750000 Penalty: 3370.285889
	Iteration 7F: 3 clusters Score -3232657 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3233647.500000 Penalty: 3370.285889
	Iteration 8Q: 3 clusters Score -3233648 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3234461.500000 Penalty: 3370.285889
	Iteration 9Q: 3 clusters Score -3234462 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3235078.250000 Penalty: 3370.285889
	Iteration 10Q: 3 clusters Score -3235078 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3235548.750000 Penalty: 3370.285889
	Iteration 11Q: 3 clusters Score -3235549 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3235926.250000 Penalty: 3370.285889
	Iteration 12Q: 3 clusters Score -3235926 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3236237.500000 Penalty: 3370.285889
	Iteration 13Q: 3 clusters Score -3236238 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3236520.500000 Penalty: 3370.285889
	Iteration 14Q: 3 clusters Score -3236520 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3236740.250000 Penalty: 3370.285889
	Iteration 15Q: 3 clusters Score -3236740 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3236887.500000 Penalty: 3370.285889
	Iteration 16Q: 3 clusters Score -3236888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3237022.000000 Penalty: 3370.285889
	Iteration 17Q: 3 clusters Score -3237022 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3237149.000000 Penalty: 3370.285889
	Iteration 18Q: 3 clusters Score -3237149 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3237236.500000 Penalty: 3370.285889
	Iteration 19Q: 3 clusters Score -3237236 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3237316.250000 Penalty: 3370.285889
	Iteration 20F: 3 clusters Score -3237316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3237377.500000 Penalty: 3370.285889
	Iteration 21Q: 3 clusters Score -3237378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3237421.750000 Penalty: 3370.285889
	Iteration 22Q: 3 clusters Score -3237422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3237474.500000 Penalty: 3370.285889
	Iteration 23Q: 3 clusters Score -3237474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3237520.500000 Penalty: 3370.285889
	Iteration 24Q: 3 clusters Score -3237520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3237546.750000 Penalty: 3370.285889
	Iteration 25Q: 3 clusters Score -3237547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3237578.500000 Penalty: 3370.285889
	Iteration 26Q: 3 clusters Score -3237578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3237609.500000 Penalty: 3370.285889
	Iteration 27Q: 3 clusters Score -3237610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3237638.750000 Penalty: 3370.285889
	Iteration 28Q: 3 clusters Score -3237639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3237675.000000 Penalty: 3370.285889
	Iteration 29Q: 3 clusters Score -3237675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3237687.000000 Penalty: 3370.285889
	Iteration 30Q: 3 clusters Score -3237687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3237707.750000 Penalty: 3370.285889
	Iteration 31Q: 3 clusters Score -3237708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3237712.250000 Penalty: 3370.285889
	Iteration 32Q: 3 clusters Score -3237712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3237727.750000 Penalty: 3370.285889
	Iteration 33Q: 3 clusters Score -3237728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3237743.750000 Penalty: 3370.285889
	Iteration 34Q: 3 clusters Score -3237744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3237768.250000 Penalty: 3370.285889
	Iteration 35Q: 3 clusters Score -3237768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3237780.750000 Penalty: 3370.285889
	Iteration 36Q: 3 clusters Score -3237781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3237797.000000 Penalty: 3370.285889
	Iteration 37Q: 3 clusters Score -3237797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3237820.750000 Penalty: 3370.285889
	Iteration 38Q: 3 clusters Score -3237821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3237828.000000 Penalty: 3370.285889
	Iteration 39Q: 3 clusters Score -3237828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3237842.750000 Penalty: 3370.285889
	Iteration 40F: 3 clusters Score -3237843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3237857.500000 Penalty: 3370.285889
	Iteration 41Q: 3 clusters Score -3237858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3237868.250000 Penalty: 3370.285889
	Iteration 42Q: 3 clusters Score -3237868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3237878.250000 Penalty: 3370.285889
	Iteration 43Q: 3 clusters Score -3237878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3237885.250000 Penalty: 3370.285889
	Iteration 44Q: 3 clusters Score -3237885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3237886.750000 Penalty: 3370.285889
	Iteration 45Q: 3 clusters Score -3237887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3237890.000000 Penalty: 3370.285889
	Iteration 46Q: 3 clusters Score -3237890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3237894.750000 Penalty: 3370.285889
	Iteration 47Q: 3 clusters Score -3237895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3237899.750000 Penalty: 3370.285889
	Iteration 48Q: 3 clusters Score -3237900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -3237901.500000 Penalty: 3370.285889
	Iteration 49Q: 3 clusters Score -3237902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3237900.250000 Penalty: 3370.285889
	Iteration 50Q: 3 clusters Score -3237900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3237904.250000 Penalty: 3370.285889
	Iteration 51Q: 3 clusters Score -3237904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3237907.000000 Penalty: 3370.285889
	Iteration 52Q: 3 clusters Score -3237907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3237910.000000 Penalty: 3370.285889
	Iteration 53Q: 3 clusters Score -3237910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3237912.750000 Penalty: 3370.285889
	Iteration 54Q: 3 clusters Score -3237913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3237919.000000 Penalty: 3370.285889
	Iteration 55Q: 3 clusters Score -3237919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3237919.000000 Penalty: 3370.285889
	Iteration 56Q: 3 clusters Score -3237919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3237924.500000 Penalty: 3370.285889
	Iteration 57Q: 3 clusters Score -3237924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3237922.250000 Penalty: 3370.285889
	Iteration 58Q: 3 clusters Score -3237922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3237921.750000 Penalty: 3370.285889
	Iteration 59Q: 3 clusters Score -3237922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3237922.000000 Penalty: 3370.285889
	Iteration 60F: 3 clusters Score -3237922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3237923.250000 Penalty: 3370.285889
	Iteration 61Q: 3 clusters Score -3237923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3237924.750000 Penalty: 3370.285889
	Iteration 62Q: 3 clusters Score -3237925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3237924.750000 Penalty: 3370.285889
	Iteration 63F: 3 clusters Score -3237925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Entering Unmasked Estep 
Score: -3069242.250000 Penalty: 1686.906494
	Iteration 0F: 2 clusters Score -3069242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3047598.250000 Penalty: 3373.812988
	Iteration 0F: 3 clusters Score -3047598 nChanged 15014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3056514.500000 Penalty: 3373.812988
	Iteration 1F: 3 clusters Score -3056514 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3057432.250000 Penalty: 3373.812988
	Iteration 2F: 3 clusters Score -3057432 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3058489.000000 Penalty: 3373.812988
	Iteration 3F: 3 clusters Score -3058489 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3059598.250000 Penalty: 3373.812988
	Iteration 4F: 3 clusters Score -3059598 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3060671.750000 Penalty: 3373.812988
	Iteration 5F: 3 clusters Score -3060672 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3061683.500000 Penalty: 3373.812988
	Iteration 6F: 3 clusters Score -3061684 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3062634.750000 Penalty: 3373.812988
	Iteration 7F: 3 clusters Score -3062635 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3063519.250000 Penalty: 3373.812988
	Iteration 8Q: 3 clusters Score -3063519 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3064414.000000 Penalty: 3373.812988
	Iteration 9Q: 3 clusters Score -3064414 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3065181.750000 Penalty: 3373.812988
	Iteration 10Q: 3 clusters Score -3065182 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3065912.750000 Penalty: 3373.812988
	Iteration 11Q: 3 clusters Score -3065913 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3066514.500000 Penalty: 3373.812988
	Iteration 12Q: 3 clusters Score -3066514 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3066956.750000 Penalty: 3373.812988
	Iteration 13Q: 3 clusters Score -3066957 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3067245.000000 Penalty: 3373.812988
	Iteration 14Q: 3 clusters Score -3067245 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3067474.750000 Penalty: 3373.812988
	Iteration 15Q: 3 clusters Score -3067475 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3067673.500000 Penalty: 3373.812988
	Iteration 16Q: 3 clusters Score -3067674 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3067825.000000 Penalty: 3373.812988
	Iteration 17Q: 3 clusters Score -3067825 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3067930.000000 Penalty: 3373.812988
	Iteration 18Q: 3 clusters Score -3067930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3068025.750000 Penalty: 3373.812988
	Iteration 19Q: 3 clusters Score -3068026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3068075.500000 Penalty: 3373.812988
	Iteration 20F: 3 clusters Score -3068076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3068125.000000 Penalty: 3373.812988
	Iteration 21Q: 3 clusters Score -3068125 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3068167.250000 Penalty: 3373.812988
	Iteration 22Q: 3 clusters Score -3068167 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3068196.250000 Penalty: 3373.812988
	Iteration 23Q: 3 clusters Score -3068196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3068227.500000 Penalty: 3373.812988
	Iteration 24Q: 3 clusters Score -3068228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3068270.250000 Penalty: 3373.812988
	Iteration 25Q: 3 clusters Score -3068270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3068307.250000 Penalty: 3373.812988
	Iteration 26Q: 3 clusters Score -3068307 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3068355.500000 Penalty: 3373.812988
	Iteration 27Q: 3 clusters Score -3068356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3068399.250000 Penalty: 3373.812988
	Iteration 28Q: 3 clusters Score -3068399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3068413.500000 Penalty: 3373.812988
	Iteration 29Q: 3 clusters Score -3068414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3068428.750000 Penalty: 3373.812988
	Iteration 30Q: 3 clusters Score -3068429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3068436.000000 Penalty: 3373.812988
	Iteration 31Q: 3 clusters Score -3068436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3068449.750000 Penalty: 3373.812988
	Iteration 32Q: 3 clusters Score -3068450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3068466.500000 Penalty: 3373.812988
	Iteration 33Q: 3 clusters Score -3068466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3068470.500000 Penalty: 3373.812988
	Iteration 34Q: 3 clusters Score -3068470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3068488.250000 Penalty: 3373.812988
	Iteration 35Q: 3 clusters Score -3068488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3068495.000000 Penalty: 3373.812988
	Iteration 36Q: 3 clusters Score -3068495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3068497.250000 Penalty: 3373.812988
	Iteration 37Q: 3 clusters Score -3068497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3068500.250000 Penalty: 3373.812988
	Iteration 38Q: 3 clusters Score -3068500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3068502.250000 Penalty: 3373.812988
	Iteration 39Q: 3 clusters Score -3068502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3068502.250000 Penalty: 3373.812988
	Iteration 40F: 3 clusters Score -3068502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -3068505.500000 Penalty: 3373.812988
	Iteration 41Q: 3 clusters Score -3068506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3068505.750000 Penalty: 3373.812988
	Iteration 42Q: 3 clusters Score -3068506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3068506.750000 Penalty: 3373.812988
	Iteration 43Q: 3 clusters Score -3068507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3068507.000000 Penalty: 3373.812988
	Iteration 44Q: 3 clusters Score -3068507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3068509.000000 Penalty: 3373.812988
	Iteration 45Q: 3 clusters Score -3068509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3068509.000000 Penalty: 3373.812988
	Iteration 46F: 3 clusters Score -3068509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -972825.375000 Penalty: 1487.728271
	Iteration 0F: 2 clusters Score -972825.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -965977.437500 Penalty: 2975.456543
	Iteration 0F: 3 clusters Score -965977.4 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -968305.312500 Penalty: 2975.456543
	Iteration 1F: 3 clusters Score -968305.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -968586.312500 Penalty: 2975.456543
	Iteration 2F: 3 clusters Score -968586.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -968822.875000 Penalty: 2975.456543
	Iteration 3F: 3 clusters Score -968822.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -969051.062500 Penalty: 2975.456543
	Iteration 4Q: 3 clusters Score -969051.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -969262.437500 Penalty: 2975.456543
	Iteration 5Q: 3 clusters Score -969262.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -969479.125000 Penalty: 2975.456543
	Iteration 6Q: 3 clusters Score -969479.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -969716.125000 Penalty: 2975.456543
	Iteration 7Q: 3 clusters Score -969716.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -969950.375000 Penalty: 2975.456543
	Iteration 8Q: 3 clusters Score -969950.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -970173.687500 Penalty: 2975.456543
	Iteration 9Q: 3 clusters Score -970173.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -970430.125000 Penalty: 2975.456543
	Iteration 10Q: 3 clusters Score -970430.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -970737.687500 Penalty: 2975.456543
	Iteration 11Q: 3 clusters Score -970737.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -971092.187500 Penalty: 2975.456543
	Iteration 12Q: 3 clusters Score -971092.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -971330.625000 Penalty: 2975.456543
	Iteration 13Q: 3 clusters Score -971330.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -971474.125000 Penalty: 2975.456543
	Iteration 14Q: 3 clusters Score -971474.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -971555.562500 Penalty: 2975.456543
	Iteration 15Q: 3 clusters Score -971555.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -971603.812500 Penalty: 2975.456543
	Iteration 16Q: 3 clusters Score -971603.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -971632.312500 Penalty: 2975.456543
	Iteration 17Q: 3 clusters Score -971632.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -971655.187500 Penalty: 2975.456543
	Iteration 18Q: 3 clusters Score -971655.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -971669.937500 Penalty: 2975.456543
	Iteration 19Q: 3 clusters Score -971669.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -971683.250000 Penalty: 2975.456543
	Iteration 20F: 3 clusters Score -971683.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -971699.187500 Penalty: 2975.456543
	Iteration 21Q: 3 clusters Score -971699.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -971710.437500 Penalty: 2975.456543
	Iteration 22Q: 3 clusters Score -971710.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -971721.687500 Penalty: 2975.456543
	Iteration 23Q: 3 clusters Score -971721.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -971732.375000 Penalty: 2975.456543
	Iteration 24Q: 3 clusters Score -971732.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -971738.812500 Penalty: 2975.456543
	Iteration 25Q: 3 clusters Score -971738.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -971743.937500 Penalty: 2975.456543
	Iteration 26Q: 3 clusters Score -971743.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -971749.312500 Penalty: 2975.456543
	Iteration 27Q: 3 clusters Score -971749.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -971752.625000 Penalty: 2975.456543
	Iteration 28Q: 3 clusters Score -971752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -971754.687500 Penalty: 2975.456543
	Iteration 29Q: 3 clusters Score -971754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -971755.187500 Penalty: 2975.456543
	Iteration 30Q: 3 clusters Score -971755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -971757.562500 Penalty: 2975.456543
	Iteration 31Q: 3 clusters Score -971757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -971756.000000 Penalty: 2975.456543
	Iteration 32Q: 3 clusters Score -971756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -971757.875000 Penalty: 2975.456543
	Iteration 33Q: 3 clusters Score -971757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -971756.750000 Penalty: 2975.456543
	Iteration 34Q: 3 clusters Score -971756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -971757.000000 Penalty: 2975.456543
	Iteration 35Q: 3 clusters Score -971757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -971757.812500 Penalty: 2975.456543
	Iteration 36Q: 3 clusters Score -971757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -971758.625000 Penalty: 2975.456543
	Iteration 37Q: 3 clusters Score -971758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -971759.750000 Penalty: 2975.456543
	Iteration 38Q: 3 clusters Score -971759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -971759.250000 Penalty: 2975.456543
	Iteration 39Q: 3 clusters Score -971759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -971761.062500 Penalty: 2975.456543
	Iteration 40F: 3 clusters Score -971761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -971762.125000 Penalty: 2975.456543
	Iteration 41Q: 3 clusters Score -971762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -971762.437500 Penalty: 2975.456543
	Iteration 42Q: 3 clusters Score -971762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -971763.000000 Penalty: 2975.456543
	Iteration 43Q: 3 clusters Score -971763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -971764.250000 Penalty: 2975.456543
	Iteration 44Q: 3 clusters Score -971764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -971762.937500 Penalty: 2975.456543
	Iteration 45Q: 3 clusters Score -971762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -971762.937500 Penalty: 2975.456543
	Iteration 46F: 3 clusters Score -971762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -520558.593750 Penalty: 1406.302490
	Iteration 0F: 2 clusters Score -520558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -516082.812500 Penalty: 2812.604980
	Iteration 0F: 3 clusters Score -516082.8 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -517693.500000 Penalty: 2812.604980
	Iteration 1F: 3 clusters Score -517693.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -518203.593750 Penalty: 2812.604980
	Iteration 2F: 3 clusters Score -518203.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -518581.687500 Penalty: 2812.604980
	Iteration 3F: 3 clusters Score -518581.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -518852.781250 Penalty: 2812.604980
	Iteration 4F: 3 clusters Score -518852.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -519057.187500 Penalty: 2812.604980
	Iteration 5F: 3 clusters Score -519057.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -519203.218750 Penalty: 2812.604980
	Iteration 6Q: 3 clusters Score -519203.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -519322.250000 Penalty: 2812.604980
	Iteration 7Q: 3 clusters Score -519322.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -519430.937500 Penalty: 2812.604980
	Iteration 8Q: 3 clusters Score -519430.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -519527.125000 Penalty: 2812.604980
	Iteration 9Q: 3 clusters Score -519527.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -519605.437500 Penalty: 2812.604980
	Iteration 10Q: 3 clusters Score -519605.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -519672.406250 Penalty: 2812.604980
	Iteration 11Q: 3 clusters Score -519672.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -519717.000000 Penalty: 2812.604980
	Iteration 12Q: 3 clusters Score -519717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -519754.468750 Penalty: 2812.604980
	Iteration 13Q: 3 clusters Score -519754.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -519777.187500 Penalty: 2812.604980
	Iteration 14Q: 3 clusters Score -519777.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -519793.468750 Penalty: 2812.604980
	Iteration 15Q: 3 clusters Score -519793.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -519813.312500 Penalty: 2812.604980
	Iteration 16Q: 3 clusters Score -519813.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -519837.937500 Penalty: 2812.604980
	Iteration 17Q: 3 clusters Score -519837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -519858.750000 Penalty: 2812.604980
	Iteration 18Q: 3 clusters Score -519858.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -519865.031250 Penalty: 2812.604980
	Iteration 19Q: 3 clusters Score -519865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -519898.156250 Penalty: 2812.604980
	Iteration 20F: 3 clusters Score -519898.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -519918.062500 Penalty: 2812.604980
	Iteration 21Q: 3 clusters Score -519918.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -519934.406250 Penalty: 2812.604980
	Iteration 22Q: 3 clusters Score -519934.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -519943.593750 Penalty: 2812.604980
	Iteration 23Q: 3 clusters Score -519943.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -519951.968750 Penalty: 2812.604980
	Iteration 24Q: 3 clusters Score -519952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -519957.500000 Penalty: 2812.604980
	Iteration 25Q: 3 clusters Score -519957.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -519962.937500 Penalty: 2812.604980
	Iteration 26Q: 3 clusters Score -519962.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -519966.343750 Penalty: 2812.604980
	Iteration 27Q: 3 clusters Score -519966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -519973.562500 Penalty: 2812.604980
	Iteration 28Q: 3 clusters Score -519973.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -519978.125000 Penalty: 2812.604980
	Iteration 29Q: 3 clusters Score -519978.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -519983.625000 Penalty: 2812.604980
	Iteration 30Q: 3 clusters Score -519983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -519985.718750 Penalty: 2812.604980
	Iteration 31Q: 3 clusters Score -519985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -519987.687500 Penalty: 2812.604980
	Iteration 32Q: 3 clusters Score -519987.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -519990.750000 Penalty: 2812.604980
	Iteration 33Q: 3 clusters Score -519990.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -519996.156250 Penalty: 2812.604980
	Iteration 34Q: 3 clusters Score -519996.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -520002.031250 Penalty: 2812.604980
	Iteration 35Q: 3 clusters Score -520002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -520003.531250 Penalty: 2812.604980
	Iteration 36Q: 3 clusters Score -520003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -520005.937500 Penalty: 2812.604980
	Iteration 37Q: 3 clusters Score -520005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -520006.156250 Penalty: 2812.604980
	Iteration 38Q: 3 clusters Score -520006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -520006.656250 Penalty: 2812.604980
	Iteration 39Q: 3 clusters Score -520006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -520007.156250 Penalty: 2812.604980
	Iteration 40F: 3 clusters Score -520007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -520008.562500 Penalty: 2812.604980
	Iteration 41Q: 3 clusters Score -520008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -520010.281250 Penalty: 2812.604980
	Iteration 42Q: 3 clusters Score -520010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -520010.906250 Penalty: 2812.604980
	Iteration 43Q: 3 clusters Score -520010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -520010.843750 Penalty: 2812.604980
	Iteration 44Q: 3 clusters Score -520010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -520012.000000 Penalty: 2812.604980
	Iteration 45Q: 3 clusters Score -520012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -520013.250000 Penalty: 2812.604980
	Iteration 46Q: 3 clusters Score -520013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -520014.750000 Penalty: 2812.604980
	Iteration 47Q: 3 clusters Score -520014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -520014.250000 Penalty: 2812.604980
	Iteration 48Q: 3 clusters Score -520014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -520015.312500 Penalty: 2812.604980
	Iteration 49Q: 3 clusters Score -520015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -520016.625000 Penalty: 2812.604980
	Iteration 50Q: 3 clusters Score -520016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -520016.937500 Penalty: 2812.604980
	Iteration 51Q: 3 clusters Score -520016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -520018.031250 Penalty: 2812.604980
	Iteration 52Q: 3 clusters Score -520018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -520019.593750 Penalty: 2812.604980
	Iteration 53Q: 3 clusters Score -520019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -520021.218750 Penalty: 2812.604980
	Iteration 54Q: 3 clusters Score -520021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -520022.500000 Penalty: 2812.604980
	Iteration 55Q: 3 clusters Score -520022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -520022.875000 Penalty: 2812.604980
	Iteration 56Q: 3 clusters Score -520022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -520022.531250 Penalty: 2812.604980
	Iteration 57Q: 3 clusters Score -520022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -520022.968750 Penalty: 2812.604980
	Iteration 58Q: 3 clusters Score -520023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -520023.500000 Penalty: 2812.604980
	Iteration 59Q: 3 clusters Score -520023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -520024.031250 Penalty: 2812.604980
	Iteration 60F: 3 clusters Score -520024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -520023.875000 Penalty: 2812.604980
	Iteration 61Q: 3 clusters Score -520023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -520023.687500 Penalty: 2812.604980
	Iteration 62Q: 3 clusters Score -520023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -520023.687500 Penalty: 2812.604980
	Iteration 63F: 3 clusters Score -520023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189672 members 
Entering Unmasked Estep 
Score: -19758648.000000 Penalty: 1974.870850
	Iteration 0F: 2 clusters Score -1.975865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -19638122.000000 Penalty: 3949.741699
	Iteration 0F: 3 clusters Score -1.963812e+07 nChanged 91762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -19692838.000000 Penalty: 3949.741699
	Iteration 1F: 3 clusters Score -1.969284e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -19694136.000000 Penalty: 3949.741699
	Iteration 2Q: 3 clusters Score -1.969414e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -19696068.000000 Penalty: 3949.741699
	Iteration 3Q: 3 clusters Score -1.969607e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -19699548.000000 Penalty: 3949.741699
	Iteration 4Q: 3 clusters Score -1.969955e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126015 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -19705970.000000 Penalty: 3949.741699
	Iteration 5F: 3 clusters Score -1.970597e+07 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -19716628.000000 Penalty: 3949.741699
	Iteration 6F: 3 clusters Score -1.971663e+07 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -19731252.000000 Penalty: 3949.741699
	Iteration 7F: 3 clusters Score -1.973125e+07 nChanged 15739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -19744226.000000 Penalty: 3949.741699
	Iteration 8F: 3 clusters Score -1.974423e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182839 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -19751944.000000 Penalty: 3949.741699
	Iteration 9F: 3 clusters Score -1.975194e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187298 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19755276.000000 Penalty: 3949.741699
	Iteration 10Q: 3 clusters Score -1.975528e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19756260.000000 Penalty: 3949.741699
	Iteration 11Q: 3 clusters Score -1.975626e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19756590.000000 Penalty: 3949.741699
	Iteration 12Q: 3 clusters Score -1.975659e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19756790.000000 Penalty: 3949.741699
	Iteration 13Q: 3 clusters Score -1.975679e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189398 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19756846.000000 Penalty: 3949.741699
	Iteration 14Q: 3 clusters Score -1.975685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189423 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19756918.000000 Penalty: 3949.741699
	Iteration 15Q: 3 clusters Score -1.975692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189437 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19756964.000000 Penalty: 3949.741699
	Iteration 16Q: 3 clusters Score -1.975696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189445 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19756982.000000 Penalty: 3949.741699
	Iteration 17Q: 3 clusters Score -1.975698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19756984.000000 Penalty: 3949.741699
	Iteration 18Q: 3 clusters Score -1.975698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19756982.000000 Penalty: 3949.741699
	Iteration 19Q: 3 clusters Score -1.975698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19756982.000000 Penalty: 3949.741699
	Iteration 20F: 3 clusters Score -1.975698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19756984.000000 Penalty: 3949.741699
	Iteration 21Q: 3 clusters Score -1.975698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189453 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19757002.000000 Penalty: 3949.741699
	Iteration 22Q: 3 clusters Score -1.9757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19757004.000000 Penalty: 3949.741699
	Iteration 23Q: 3 clusters Score -1.9757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189451 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19757016.000000 Penalty: 3949.741699
	Iteration 24Q: 3 clusters Score -1.975702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189451 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19757016.000000 Penalty: 3949.741699
	Iteration 25F: 3 clusters Score -1.975702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Entering Unmasked Estep 
Score: -1286874.750000 Penalty: 1538.097412
	Iteration 0F: 2 clusters Score -1286875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1277876.250000 Penalty: 3076.194824
	Iteration 0F: 3 clusters Score -1277876 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1281251.250000 Penalty: 3076.194824
	Iteration 1F: 3 clusters Score -1281251 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1282067.750000 Penalty: 3076.194824
	Iteration 2F: 3 clusters Score -1282068 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1283024.125000 Penalty: 3076.194824
	Iteration 3F: 3 clusters Score -1283024 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1283883.625000 Penalty: 3076.194824
	Iteration 4F: 3 clusters Score -1283884 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1284507.875000 Penalty: 3076.194824
	Iteration 5F: 3 clusters Score -1284508 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1284851.875000 Penalty: 3076.194824
	Iteration 6F: 3 clusters Score -1284852 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1285041.125000 Penalty: 3076.194824
	Iteration 7Q: 3 clusters Score -1285041 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1285172.000000 Penalty: 3076.194824
	Iteration 8Q: 3 clusters Score -1285172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1285237.625000 Penalty: 3076.194824
	Iteration 9Q: 3 clusters Score -1285238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1285291.875000 Penalty: 3076.194824
	Iteration 10Q: 3 clusters Score -1285292 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1285326.750000 Penalty: 3076.194824
	Iteration 11Q: 3 clusters Score -1285327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1285349.375000 Penalty: 3076.194824
	Iteration 12Q: 3 clusters Score -1285349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1285368.500000 Penalty: 3076.194824
	Iteration 13Q: 3 clusters Score -1285368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1285384.750000 Penalty: 3076.194824
	Iteration 14Q: 3 clusters Score -1285385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1285395.000000 Penalty: 3076.194824
	Iteration 15Q: 3 clusters Score -1285395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1285402.625000 Penalty: 3076.194824
	Iteration 16Q: 3 clusters Score -1285403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1285411.125000 Penalty: 3076.194824
	Iteration 17Q: 3 clusters Score -1285411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1285420.250000 Penalty: 3076.194824
	Iteration 18Q: 3 clusters Score -1285420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1285425.875000 Penalty: 3076.194824
	Iteration 19Q: 3 clusters Score -1285426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1285433.250000 Penalty: 3076.194824
	Iteration 20F: 3 clusters Score -1285433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1285441.500000 Penalty: 3076.194824
	Iteration 21Q: 3 clusters Score -1285442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1285448.250000 Penalty: 3076.194824
	Iteration 22Q: 3 clusters Score -1285448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1285460.250000 Penalty: 3076.194824
	Iteration 23Q: 3 clusters Score -1285460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1285468.500000 Penalty: 3076.194824
	Iteration 24Q: 3 clusters Score -1285468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1285476.500000 Penalty: 3076.194824
	Iteration 25Q: 3 clusters Score -1285476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1285490.625000 Penalty: 3076.194824
	Iteration 26Q: 3 clusters Score -1285491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1285508.250000 Penalty: 3076.194824
	Iteration 27Q: 3 clusters Score -1285508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1285529.250000 Penalty: 3076.194824
	Iteration 28Q: 3 clusters Score -1285529 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1285557.125000 Penalty: 3076.194824
	Iteration 29Q: 3 clusters Score -1285557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1285584.750000 Penalty: 3076.194824
	Iteration 30Q: 3 clusters Score -1285585 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1285633.250000 Penalty: 3076.194824
	Iteration 31Q: 3 clusters Score -1285633 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1285680.125000 Penalty: 3076.194824
	Iteration 32Q: 3 clusters Score -1285680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1285734.000000 Penalty: 3076.194824
	Iteration 33Q: 3 clusters Score -1285734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1285796.875000 Penalty: 3076.194824
	Iteration 34Q: 3 clusters Score -1285797 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1285840.500000 Penalty: 3076.194824
	Iteration 35Q: 3 clusters Score -1285840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1285883.875000 Penalty: 3076.194824
	Iteration 36Q: 3 clusters Score -1285884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1285911.875000 Penalty: 3076.194824
	Iteration 37Q: 3 clusters Score -1285912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1285942.875000 Penalty: 3076.194824
	Iteration 38Q: 3 clusters Score -1285943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1285955.375000 Penalty: 3076.194824
	Iteration 39Q: 3 clusters Score -1285955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1285969.125000 Penalty: 3076.194824
	Iteration 40F: 3 clusters Score -1285969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1285979.000000 Penalty: 3076.194824
	Iteration 41Q: 3 clusters Score -1285979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1285988.375000 Penalty: 3076.194824
	Iteration 42Q: 3 clusters Score -1285988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1286000.625000 Penalty: 3076.194824
	Iteration 43Q: 3 clusters Score -1286001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1286006.750000 Penalty: 3076.194824
	Iteration 44Q: 3 clusters Score -1286007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1286011.250000 Penalty: 3076.194824
	Iteration 45Q: 3 clusters Score -1286011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1286014.875000 Penalty: 3076.194824
	Iteration 46Q: 3 clusters Score -1286015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1286013.500000 Penalty: 3076.194824
	Iteration 47Q: 3 clusters Score -1286014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1286017.000000 Penalty: 3076.194824
	Iteration 48Q: 3 clusters Score -1286017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1286017.750000 Penalty: 3076.194824
	Iteration 49Q: 3 clusters Score -1286018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1286019.625000 Penalty: 3076.194824
	Iteration 50Q: 3 clusters Score -1286020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1286021.000000 Penalty: 3076.194824
	Iteration 51Q: 3 clusters Score -1286021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1286021.375000 Penalty: 3076.194824
	Iteration 52Q: 3 clusters Score -1286021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1286022.125000 Penalty: 3076.194824
	Iteration 53Q: 3 clusters Score -1286022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1286023.500000 Penalty: 3076.194824
	Iteration 54Q: 3 clusters Score -1286024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1286025.750000 Penalty: 3076.194824
	Iteration 55Q: 3 clusters Score -1286026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1286031.250000 Penalty: 3076.194824
	Iteration 56Q: 3 clusters Score -1286031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1286031.875000 Penalty: 3076.194824
	Iteration 57Q: 3 clusters Score -1286032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1286029.875000 Penalty: 3076.194824
	Iteration 58Q: 3 clusters Score -1286030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1286030.250000 Penalty: 3076.194824
	Iteration 59Q: 3 clusters Score -1286030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1286029.250000 Penalty: 3076.194824
	Iteration 60F: 3 clusters Score -1286029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1286030.750000 Penalty: 3076.194824
	Iteration 61Q: 3 clusters Score -1286031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1286029.625000 Penalty: 3076.194824
	Iteration 62Q: 3 clusters Score -1286030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1286030.000000 Penalty: 3076.194824
	Iteration 63Q: 3 clusters Score -1286030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1286028.250000 Penalty: 3076.194824
	Iteration 64Q: 3 clusters Score -1286028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1286028.250000 Penalty: 3076.194824
	Iteration 65F: 3 clusters Score -1286028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1147056.625000 Penalty: 1516.583862
	Iteration 0F: 2 clusters Score -1147057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1139013.500000 Penalty: 3033.167725
	Iteration 0F: 3 clusters Score -1139014 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1141738.125000 Penalty: 3033.167725
	Iteration 1F: 3 clusters Score -1141738 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1142319.250000 Penalty: 3033.167725
	Iteration 2F: 3 clusters Score -1142319 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1143062.875000 Penalty: 3033.167725
	Iteration 3F: 3 clusters Score -1143063 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1143842.000000 Penalty: 3033.167725
	Iteration 4F: 3 clusters Score -1143842 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1144454.875000 Penalty: 3033.167725
	Iteration 5F: 3 clusters Score -1144455 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1144802.125000 Penalty: 3033.167725
	Iteration 6F: 3 clusters Score -1144802 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1144967.125000 Penalty: 3033.167725
	Iteration 7Q: 3 clusters Score -1144967 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1145066.500000 Penalty: 3033.167725
	Iteration 8Q: 3 clusters Score -1145066 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1145144.250000 Penalty: 3033.167725
	Iteration 9Q: 3 clusters Score -1145144 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1145196.000000 Penalty: 3033.167725
	Iteration 10Q: 3 clusters Score -1145196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1145230.375000 Penalty: 3033.167725
	Iteration 11Q: 3 clusters Score -1145230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1145269.750000 Penalty: 3033.167725
	Iteration 12Q: 3 clusters Score -1145270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1145300.000000 Penalty: 3033.167725
	Iteration 13Q: 3 clusters Score -1145300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1145324.125000 Penalty: 3033.167725
	Iteration 14Q: 3 clusters Score -1145324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1145351.625000 Penalty: 3033.167725
	Iteration 15Q: 3 clusters Score -1145352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1145376.000000 Penalty: 3033.167725
	Iteration 16Q: 3 clusters Score -1145376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1145395.750000 Penalty: 3033.167725
	Iteration 17Q: 3 clusters Score -1145396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1145417.250000 Penalty: 3033.167725
	Iteration 18Q: 3 clusters Score -1145417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1145443.375000 Penalty: 3033.167725
	Iteration 19Q: 3 clusters Score -1145443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1145468.250000 Penalty: 3033.167725
	Iteration 20F: 3 clusters Score -1145468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1145494.500000 Penalty: 3033.167725
	Iteration 21Q: 3 clusters Score -1145494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1145527.250000 Penalty: 3033.167725
	Iteration 22Q: 3 clusters Score -1145527 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1145554.500000 Penalty: 3033.167725
	Iteration 23Q: 3 clusters Score -1145554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1145573.875000 Penalty: 3033.167725
	Iteration 24Q: 3 clusters Score -1145574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1145601.125000 Penalty: 3033.167725
	Iteration 25Q: 3 clusters Score -1145601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1145628.500000 Penalty: 3033.167725
	Iteration 26Q: 3 clusters Score -1145628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1145652.500000 Penalty: 3033.167725
	Iteration 27Q: 3 clusters Score -1145652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1145682.250000 Penalty: 3033.167725
	Iteration 28Q: 3 clusters Score -1145682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1145708.875000 Penalty: 3033.167725
	Iteration 29Q: 3 clusters Score -1145709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1145742.750000 Penalty: 3033.167725
	Iteration 30Q: 3 clusters Score -1145743 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1145786.625000 Penalty: 3033.167725
	Iteration 31Q: 3 clusters Score -1145787 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1145838.625000 Penalty: 3033.167725
	Iteration 32Q: 3 clusters Score -1145839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1145895.750000 Penalty: 3033.167725
	Iteration 33Q: 3 clusters Score -1145896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1145944.000000 Penalty: 3033.167725
	Iteration 34Q: 3 clusters Score -1145944 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1145982.250000 Penalty: 3033.167725
	Iteration 35Q: 3 clusters Score -1145982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1146004.750000 Penalty: 3033.167725
	Iteration 36Q: 3 clusters Score -1146005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1146021.000000 Penalty: 3033.167725
	Iteration 37Q: 3 clusters Score -1146021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1146028.500000 Penalty: 3033.167725
	Iteration 38Q: 3 clusters Score -1146028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1146035.625000 Penalty: 3033.167725
	Iteration 39Q: 3 clusters Score -1146036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1146042.000000 Penalty: 3033.167725
	Iteration 40F: 3 clusters Score -1146042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1146046.500000 Penalty: 3033.167725
	Iteration 41Q: 3 clusters Score -1146046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1146050.000000 Penalty: 3033.167725
	Iteration 42Q: 3 clusters Score -1146050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1146054.375000 Penalty: 3033.167725
	Iteration 43Q: 3 clusters Score -1146054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1146054.625000 Penalty: 3033.167725
	Iteration 44Q: 3 clusters Score -1146055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1146061.500000 Penalty: 3033.167725
	Iteration 45Q: 3 clusters Score -1146062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1146062.875000 Penalty: 3033.167725
	Iteration 46Q: 3 clusters Score -1146063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1146066.000000 Penalty: 3033.167725
	Iteration 47Q: 3 clusters Score -1146066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1146071.875000 Penalty: 3033.167725
	Iteration 48Q: 3 clusters Score -1146072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1146078.125000 Penalty: 3033.167725
	Iteration 49Q: 3 clusters Score -1146078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1146088.500000 Penalty: 3033.167725
	Iteration 50Q: 3 clusters Score -1146088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1146093.125000 Penalty: 3033.167725
	Iteration 51Q: 3 clusters Score -1146093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1146097.375000 Penalty: 3033.167725
	Iteration 52Q: 3 clusters Score -1146097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1146097.250000 Penalty: 3033.167725
	Iteration 53Q: 3 clusters Score -1146097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1146103.625000 Penalty: 3033.167725
	Iteration 54Q: 3 clusters Score -1146104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1146104.125000 Penalty: 3033.167725
	Iteration 55Q: 3 clusters Score -1146104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1146105.750000 Penalty: 3033.167725
	Iteration 56Q: 3 clusters Score -1146106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1146107.000000 Penalty: 3033.167725
	Iteration 57Q: 3 clusters Score -1146107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1146106.375000 Penalty: 3033.167725
	Iteration 58Q: 3 clusters Score -1146106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1146107.375000 Penalty: 3033.167725
	Iteration 59Q: 3 clusters Score -1146107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1146108.250000 Penalty: 3033.167725
	Iteration 60F: 3 clusters Score -1146108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1146108.875000 Penalty: 3033.167725
	Iteration 61Q: 3 clusters Score -1146109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1146108.875000 Penalty: 3033.167725
	Iteration 62F: 3 clusters Score -1146109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Entering Unmasked Estep 
Score: -7747405.500000 Penalty: 1821.995361
	Iteration 0F: 2 clusters Score -7747406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7697882.500000 Penalty: 3643.990723
	Iteration 0F: 3 clusters Score -7697882 nChanged 35223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -7718828.000000 Penalty: 3643.990723
	Iteration 1F: 3 clusters Score -7718828 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -7720125.500000 Penalty: 3643.990723
	Iteration 2Q: 3 clusters Score -7720126 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -7721595.000000 Penalty: 3643.990723
	Iteration 3Q: 3 clusters Score -7721595 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -7723308.500000 Penalty: 3643.990723
	Iteration 4Q: 3 clusters Score -7723308 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -7725363.500000 Penalty: 3643.990723
	Iteration 5F: 3 clusters Score -7725364 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -7727809.000000 Penalty: 3643.990723
	Iteration 6F: 3 clusters Score -7727809 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -7730783.500000 Penalty: 3643.990723
	Iteration 7F: 3 clusters Score -7730784 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -7734234.500000 Penalty: 3643.990723
	Iteration 8F: 3 clusters Score -7734234 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -7737743.500000 Penalty: 3643.990723
	Iteration 9F: 3 clusters Score -7737744 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -7740989.500000 Penalty: 3643.990723
	Iteration 10F: 3 clusters Score -7740990 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -7743272.000000 Penalty: 3643.990723
	Iteration 11Q: 3 clusters Score -7743272 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7744580.000000 Penalty: 3643.990723
	Iteration 12Q: 3 clusters Score -7744580 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7745264.500000 Penalty: 3643.990723
	Iteration 13Q: 3 clusters Score -7745264 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7745584.000000 Penalty: 3643.990723
	Iteration 14Q: 3 clusters Score -7745584 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7745808.500000 Penalty: 3643.990723
	Iteration 15Q: 3 clusters Score -7745808 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7745895.500000 Penalty: 3643.990723
	Iteration 16Q: 3 clusters Score -7745896 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7745948.000000 Penalty: 3643.990723
	Iteration 17Q: 3 clusters Score -7745948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7745968.000000 Penalty: 3643.990723
	Iteration 18Q: 3 clusters Score -7745968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7745992.000000 Penalty: 3643.990723
	Iteration 19Q: 3 clusters Score -7745992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7746009.500000 Penalty: 3643.990723
	Iteration 20F: 3 clusters Score -7746010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7746015.000000 Penalty: 3643.990723
	Iteration 21Q: 3 clusters Score -7746015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7746023.000000 Penalty: 3643.990723
	Iteration 22Q: 3 clusters Score -7746023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7746043.500000 Penalty: 3643.990723
	Iteration 23Q: 3 clusters Score -7746044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7746041.500000 Penalty: 3643.990723
	Iteration 24Q: 3 clusters Score -7746042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7746046.500000 Penalty: 3643.990723
	Iteration 25Q: 3 clusters Score -7746046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7746054.500000 Penalty: 3643.990723
	Iteration 26Q: 3 clusters Score -7746054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7746053.500000 Penalty: 3643.990723
	Iteration 27Q: 3 clusters Score -7746054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7746067.500000 Penalty: 3643.990723
	Iteration 28Q: 3 clusters Score -7746068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7746074.500000 Penalty: 3643.990723
	Iteration 29Q: 3 clusters Score -7746074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7746079.000000 Penalty: 3643.990723
	Iteration 30Q: 3 clusters Score -7746079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7746087.500000 Penalty: 3643.990723
	Iteration 31Q: 3 clusters Score -7746088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7746084.500000 Penalty: 3643.990723
	Iteration 32Q: 3 clusters Score -7746084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7746082.500000 Penalty: 3643.990723
	Iteration 33Q: 3 clusters Score -7746082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7746081.500000 Penalty: 3643.990723
	Iteration 34Q: 3 clusters Score -7746082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7746087.500000 Penalty: 3643.990723
	Iteration 35Q: 3 clusters Score -7746088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7746082.000000 Penalty: 3643.990723
	Iteration 36Q: 3 clusters Score -7746082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7746078.000000 Penalty: 3643.990723
	Iteration 37Q: 3 clusters Score -7746078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7746084.500000 Penalty: 3643.990723
	Iteration 38Q: 3 clusters Score -7746084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7746078.000000 Penalty: 3643.990723
	Iteration 39Q: 3 clusters Score -7746078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7746081.000000 Penalty: 3643.990723
	Iteration 40F: 3 clusters Score -7746081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7746084.000000 Penalty: 3643.990723
	Iteration 41Q: 3 clusters Score -7746084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7746086.500000 Penalty: 3643.990723
	Iteration 42Q: 3 clusters Score -7746086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7746089.000000 Penalty: 3643.990723
	Iteration 43Q: 3 clusters Score -7746089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7746086.000000 Penalty: 3643.990723
	Iteration 44Q: 3 clusters Score -7746086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7746088.000000 Penalty: 3643.990723
	Iteration 45Q: 3 clusters Score -7746088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7746085.500000 Penalty: 3643.990723
	Iteration 46Q: 3 clusters Score -7746086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7746085.500000 Penalty: 3643.990723
	Iteration 47F: 3 clusters Score -7746086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -175337.734375 Penalty: 1241.676147
	Iteration 0F: 2 clusters Score -175337.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -173256.843750 Penalty: 2483.352295
	Iteration 0F: 3 clusters Score -173256.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -174087.265625 Penalty: 2483.352295
	Iteration 1F: 3 clusters Score -174087.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -174370.078125 Penalty: 2483.352295
	Iteration 2F: 3 clusters Score -174370.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174549.937500 Penalty: 2483.352295
	Iteration 3F: 3 clusters Score -174549.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -174640.812500 Penalty: 2483.352295
	Iteration 4Q: 3 clusters Score -174640.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174691.906250 Penalty: 2483.352295
	Iteration 5Q: 3 clusters Score -174691.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174726.421875 Penalty: 2483.352295
	Iteration 6Q: 3 clusters Score -174726.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174757.640625 Penalty: 2483.352295
	Iteration 7Q: 3 clusters Score -174757.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174788.578125 Penalty: 2483.352295
	Iteration 8Q: 3 clusters Score -174788.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -174815.656250 Penalty: 2483.352295
	Iteration 9Q: 3 clusters Score -174815.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174840.750000 Penalty: 2483.352295
	Iteration 10Q: 3 clusters Score -174840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174859.281250 Penalty: 2483.352295
	Iteration 11Q: 3 clusters Score -174859.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -174867.578125 Penalty: 2483.352295
	Iteration 12Q: 3 clusters Score -174867.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -174870.281250 Penalty: 2483.352295
	Iteration 13Q: 3 clusters Score -174870.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174873.562500 Penalty: 2483.352295
	Iteration 14Q: 3 clusters Score -174873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -174881.968750 Penalty: 2483.352295
	Iteration 15Q: 3 clusters Score -174882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -174886.718750 Penalty: 2483.352295
	Iteration 16Q: 3 clusters Score -174886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -174893.125000 Penalty: 2483.352295
	Iteration 17Q: 3 clusters Score -174893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -174898.984375 Penalty: 2483.352295
	Iteration 18Q: 3 clusters Score -174899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174905.812500 Penalty: 2483.352295
	Iteration 19Q: 3 clusters Score -174905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -174912.187500 Penalty: 2483.352295
	Iteration 20F: 3 clusters Score -174912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -174919.781250 Penalty: 2483.352295
	Iteration 21Q: 3 clusters Score -174919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -174923.406250 Penalty: 2483.352295
	Iteration 22Q: 3 clusters Score -174923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -174928.109375 Penalty: 2483.352295
	Iteration 23Q: 3 clusters Score -174928.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -174935.296875 Penalty: 2483.352295
	Iteration 24Q: 3 clusters Score -174935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -174944.046875 Penalty: 2483.352295
	Iteration 25Q: 3 clusters Score -174944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -174950.171875 Penalty: 2483.352295
	Iteration 26Q: 3 clusters Score -174950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -174961.609375 Penalty: 2483.352295
	Iteration 27Q: 3 clusters Score -174961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -174971.187500 Penalty: 2483.352295
	Iteration 28Q: 3 clusters Score -174971.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -174989.531250 Penalty: 2483.352295
	Iteration 29Q: 3 clusters Score -174989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -175009.921875 Penalty: 2483.352295
	Iteration 30Q: 3 clusters Score -175009.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175028.843750 Penalty: 2483.352295
	Iteration 31Q: 3 clusters Score -175028.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -175049.312500 Penalty: 2483.352295
	Iteration 32Q: 3 clusters Score -175049.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -175071.546875 Penalty: 2483.352295
	Iteration 33Q: 3 clusters Score -175071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175090.906250 Penalty: 2483.352295
	Iteration 34Q: 3 clusters Score -175090.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -175109.531250 Penalty: 2483.352295
	Iteration 35Q: 3 clusters Score -175109.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -175124.312500 Penalty: 2483.352295
	Iteration 36Q: 3 clusters Score -175124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175151.203125 Penalty: 2483.352295
	Iteration 37Q: 3 clusters Score -175151.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175169.343750 Penalty: 2483.352295
	Iteration 38Q: 3 clusters Score -175169.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175183.468750 Penalty: 2483.352295
	Iteration 39Q: 3 clusters Score -175183.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175194.546875 Penalty: 2483.352295
	Iteration 40F: 3 clusters Score -175194.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -175207.906250 Penalty: 2483.352295
	Iteration 41Q: 3 clusters Score -175207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175221.343750 Penalty: 2483.352295
	Iteration 42Q: 3 clusters Score -175221.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175234.078125 Penalty: 2483.352295
	Iteration 43Q: 3 clusters Score -175234.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -175245.093750 Penalty: 2483.352295
	Iteration 44Q: 3 clusters Score -175245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -175264.687500 Penalty: 2483.352295
	Iteration 45Q: 3 clusters Score -175264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175282.312500 Penalty: 2483.352295
	Iteration 46Q: 3 clusters Score -175282.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -175298.375000 Penalty: 2483.352295
	Iteration 47Q: 3 clusters Score -175298.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -175316.812500 Penalty: 2483.352295
	Iteration 48Q: 3 clusters Score -175316.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -175333.046875 Penalty: 2483.352295
	Iteration 49Q: 3 clusters Score -175333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -175348.000000 Penalty: 2483.352295
	Iteration 50Q: 3 clusters Score -175348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -175373.484375 Penalty: 2483.352295
	Iteration 51Q: 3 clusters Score -175373.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -175405.375000 Penalty: 2483.352295
	Iteration 52Q: 3 clusters Score -175405.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -175428.203125 Penalty: 2483.352295
	Iteration 53Q: 3 clusters Score -175428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175437.250000 Penalty: 2483.352295
	Iteration 54Q: 3 clusters Score -175437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -175441.343750 Penalty: 2483.352295
	Iteration 55Q: 3 clusters Score -175441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -175449.203125 Penalty: 2483.352295
	Iteration 56Q: 3 clusters Score -175449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175454.859375 Penalty: 2483.352295
	Iteration 57Q: 3 clusters Score -175454.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -175468.562500 Penalty: 2483.352295
	Iteration 58Q: 3 clusters Score -175468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -175478.812500 Penalty: 2483.352295
	Iteration 59Q: 3 clusters Score -175478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -175490.578125 Penalty: 2483.352295
	Iteration 60F: 3 clusters Score -175490.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175499.203125 Penalty: 2483.352295
	Iteration 61Q: 3 clusters Score -175499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -175517.328125 Penalty: 2483.352295
	Iteration 62Q: 3 clusters Score -175517.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -175536.203125 Penalty: 2483.352295
	Iteration 63Q: 3 clusters Score -175536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175546.968750 Penalty: 2483.352295
	Iteration 64Q: 3 clusters Score -175547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -175551.968750 Penalty: 2483.352295
	Iteration 65Q: 3 clusters Score -175552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -175553.984375 Penalty: 2483.352295
	Iteration 66Q: 3 clusters Score -175554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -175555.671875 Penalty: 2483.352295
	Iteration 67Q: 3 clusters Score -175555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -175560.718750 Penalty: 2483.352295
	Iteration 68Q: 3 clusters Score -175560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -175566.937500 Penalty: 2483.352295
	Iteration 69Q: 3 clusters Score -175566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -175569.828125 Penalty: 2483.352295
	Iteration 70Q: 3 clusters Score -175569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -175570.703125 Penalty: 2483.352295
	Iteration 71Q: 3 clusters Score -175570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -175573.328125 Penalty: 2483.352295
	Iteration 72Q: 3 clusters Score -175573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -175577.796875 Penalty: 2483.352295
	Iteration 73Q: 3 clusters Score -175577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -175582.890625 Penalty: 2483.352295
	Iteration 74Q: 3 clusters Score -175582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -175585.468750 Penalty: 2483.352295
	Iteration 75Q: 3 clusters Score -175585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -175586.890625 Penalty: 2483.352295
	Iteration 76Q: 3 clusters Score -175586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175589.546875 Penalty: 2483.352295
	Iteration 77Q: 3 clusters Score -175589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -175591.015625 Penalty: 2483.352295
	Iteration 78Q: 3 clusters Score -175591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175591.515625 Penalty: 2483.352295
	Iteration 79Q: 3 clusters Score -175591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175591.515625 Penalty: 2483.352295
	Iteration 80F: 3 clusters Score -175591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 17542 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 1033 members 
Entering Unmasked Estep 
Score: -154061136.000000 Penalty: 106475.343750
Splitting cluster 13 changes total score from -154061968.000000 to -154061136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (6481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Entering Unmasked Estep 
Score: -645371.687500 Penalty: 1426.202393
	Iteration 0F: 2 clusters Score -645371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -640435.750000 Penalty: 2852.404785
	Iteration 0F: 3 clusters Score -640435.8 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -641963.750000 Penalty: 2852.404785
	Iteration 1F: 3 clusters Score -641963.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -642168.937500 Penalty: 2852.404785
	Iteration 2F: 3 clusters Score -642168.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -642319.937500 Penalty: 2852.404785
	Iteration 3Q: 3 clusters Score -642319.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -642457.125000 Penalty: 2852.404785
	Iteration 4Q: 3 clusters Score -642457.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -642604.437500 Penalty: 2852.404785
	Iteration 5Q: 3 clusters Score -642604.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -642733.437500 Penalty: 2852.404785
	Iteration 6Q: 3 clusters Score -642733.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -642868.625000 Penalty: 2852.404785
	Iteration 7Q: 3 clusters Score -642868.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -642992.625000 Penalty: 2852.404785
	Iteration 8Q: 3 clusters Score -642992.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -643111.125000 Penalty: 2852.404785
	Iteration 9Q: 3 clusters Score -643111.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -643223.312500 Penalty: 2852.404785
	Iteration 10Q: 3 clusters Score -643223.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -643345.625000 Penalty: 2852.404785
	Iteration 11Q: 3 clusters Score -643345.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -643481.250000 Penalty: 2852.404785
	Iteration 12Q: 3 clusters Score -643481.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -643623.937500 Penalty: 2852.404785
	Iteration 13Q: 3 clusters Score -643623.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -643770.562500 Penalty: 2852.404785
	Iteration 14Q: 3 clusters Score -643770.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -643869.875000 Penalty: 2852.404785
	Iteration 15Q: 3 clusters Score -643869.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -643942.375000 Penalty: 2852.404785
	Iteration 16Q: 3 clusters Score -643942.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -643999.625000 Penalty: 2852.404785
	Iteration 17Q: 3 clusters Score -643999.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -644041.125000 Penalty: 2852.404785
	Iteration 18Q: 3 clusters Score -644041.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -644084.625000 Penalty: 2852.404785
	Iteration 19Q: 3 clusters Score -644084.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -644115.000000 Penalty: 2852.404785
	Iteration 20F: 3 clusters Score -644115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -644129.437500 Penalty: 2852.404785
	Iteration 21Q: 3 clusters Score -644129.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -644144.312500 Penalty: 2852.404785
	Iteration 22Q: 3 clusters Score -644144.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -644159.812500 Penalty: 2852.404785
	Iteration 23Q: 3 clusters Score -644159.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -644170.000000 Penalty: 2852.404785
	Iteration 24Q: 3 clusters Score -644170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -644177.437500 Penalty: 2852.404785
	Iteration 25Q: 3 clusters Score -644177.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -644183.500000 Penalty: 2852.404785
	Iteration 26Q: 3 clusters Score -644183.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -644191.250000 Penalty: 2852.404785
	Iteration 27Q: 3 clusters Score -644191.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -644200.562500 Penalty: 2852.404785
	Iteration 28Q: 3 clusters Score -644200.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -644215.750000 Penalty: 2852.404785
	Iteration 29Q: 3 clusters Score -644215.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -644224.250000 Penalty: 2852.404785
	Iteration 30Q: 3 clusters Score -644224.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -644234.500000 Penalty: 2852.404785
	Iteration 31Q: 3 clusters Score -644234.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -644241.375000 Penalty: 2852.404785
	Iteration 32Q: 3 clusters Score -644241.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -644247.000000 Penalty: 2852.404785
	Iteration 33Q: 3 clusters Score -644247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -644251.875000 Penalty: 2852.404785
	Iteration 34Q: 3 clusters Score -644251.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -644256.187500 Penalty: 2852.404785
	Iteration 35Q: 3 clusters Score -644256.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -644261.125000 Penalty: 2852.404785
	Iteration 36Q: 3 clusters Score -644261.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -644263.125000 Penalty: 2852.404785
	Iteration 37Q: 3 clusters Score -644263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -644265.750000 Penalty: 2852.404785
	Iteration 38Q: 3 clusters Score -644265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -644268.375000 Penalty: 2852.404785
	Iteration 39Q: 3 clusters Score -644268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -644272.062500 Penalty: 2852.404785
	Iteration 40F: 3 clusters Score -644272.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -644277.062500 Penalty: 2852.404785
	Iteration 41Q: 3 clusters Score -644277.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -644281.375000 Penalty: 2852.404785
	Iteration 42Q: 3 clusters Score -644281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -644284.625000 Penalty: 2852.404785
	Iteration 43Q: 3 clusters Score -644284.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -644288.125000 Penalty: 2852.404785
	Iteration 44Q: 3 clusters Score -644288.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -644293.250000 Penalty: 2852.404785
	Iteration 45Q: 3 clusters Score -644293.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -644295.687500 Penalty: 2852.404785
	Iteration 46Q: 3 clusters Score -644295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -644302.437500 Penalty: 2852.404785
	Iteration 47Q: 3 clusters Score -644302.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -644303.687500 Penalty: 2852.404785
	Iteration 48Q: 3 clusters Score -644303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -644306.875000 Penalty: 2852.404785
	Iteration 49Q: 3 clusters Score -644306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -644310.750000 Penalty: 2852.404785
	Iteration 50Q: 3 clusters Score -644310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -644312.750000 Penalty: 2852.404785
	Iteration 51Q: 3 clusters Score -644312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -644314.812500 Penalty: 2852.404785
	Iteration 52Q: 3 clusters Score -644314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -644315.687500 Penalty: 2852.404785
	Iteration 53Q: 3 clusters Score -644315.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -644316.437500 Penalty: 2852.404785
	Iteration 54Q: 3 clusters Score -644316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -644318.750000 Penalty: 2852.404785
	Iteration 55Q: 3 clusters Score -644318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -644319.125000 Penalty: 2852.404785
	Iteration 56Q: 3 clusters Score -644319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -644320.562500 Penalty: 2852.404785
	Iteration 57Q: 3 clusters Score -644320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -644321.187500 Penalty: 2852.404785
	Iteration 58Q: 3 clusters Score -644321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -644322.687500 Penalty: 2852.404785
	Iteration 59Q: 3 clusters Score -644322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -644323.500000 Penalty: 2852.404785
	Iteration 60F: 3 clusters Score -644323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -644325.125000 Penalty: 2852.404785
	Iteration 61Q: 3 clusters Score -644325.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -644327.250000 Penalty: 2852.404785
	Iteration 62Q: 3 clusters Score -644327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -644328.625000 Penalty: 2852.404785
	Iteration 63Q: 3 clusters Score -644328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -644330.500000 Penalty: 2852.404785
	Iteration 64Q: 3 clusters Score -644330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -644329.625000 Penalty: 2852.404785
	Iteration 65Q: 3 clusters Score -644329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -644330.062500 Penalty: 2852.404785
	Iteration 66Q: 3 clusters Score -644330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -644330.312500 Penalty: 2852.404785
	Iteration 67Q: 3 clusters Score -644330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -644332.375000 Penalty: 2852.404785
	Iteration 68Q: 3 clusters Score -644332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -644331.062500 Penalty: 2852.404785
	Iteration 69Q: 3 clusters Score -644331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -644332.687500 Penalty: 2852.404785
	Iteration 70Q: 3 clusters Score -644332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -644331.562500 Penalty: 2852.404785
	Iteration 71Q: 3 clusters Score -644331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -644332.875000 Penalty: 2852.404785
	Iteration 72Q: 3 clusters Score -644332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -644333.562500 Penalty: 2852.404785
	Iteration 73Q: 3 clusters Score -644333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -644333.312500 Penalty: 2852.404785
	Iteration 74Q: 3 clusters Score -644333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -644332.437500 Penalty: 2852.404785
	Iteration 75Q: 3 clusters Score -644332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -644332.687500 Penalty: 2852.404785
	Iteration 76Q: 3 clusters Score -644332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -644333.437500 Penalty: 2852.404785
	Iteration 77Q: 3 clusters Score -644333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -644333.437500 Penalty: 2852.404785
	Iteration 78F: 3 clusters Score -644333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Entering Unmasked Estep 
Score: -17490742.000000 Penalty: 1953.741821
	Iteration 0F: 2 clusters Score -1.749074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -17392470.000000 Penalty: 3907.483643
	Iteration 0F: 3 clusters Score -1.739247e+07 nChanged 80769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -17440158.000000 Penalty: 3907.483643
	Iteration 1F: 3 clusters Score -1.744016e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -17441184.000000 Penalty: 3907.483643
	Iteration 2Q: 3 clusters Score -1.744118e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -17442366.000000 Penalty: 3907.483643
	Iteration 3Q: 3 clusters Score -1.744237e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -17444120.000000 Penalty: 3907.483643
	Iteration 4Q: 3 clusters Score -1.744412e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -17447160.000000 Penalty: 3907.483643
	Iteration 5Q: 3 clusters Score -1.744716e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -17451898.000000 Penalty: 3907.483643
	Iteration 6F: 3 clusters Score -1.74519e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -17459038.000000 Penalty: 3907.483643
	Iteration 7F: 3 clusters Score -1.745904e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -17467994.000000 Penalty: 3907.483643
	Iteration 8F: 3 clusters Score -1.746799e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 125136 members 
Entering Unmasked Estep 
Score: -17476508.000000 Penalty: 3907.483643
	Iteration 9F: 3 clusters Score -1.747651e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 129453 members 
Entering Unmasked Estep 
Score: -17481670.000000 Penalty: 3907.483643
	Iteration 10Q: 3 clusters Score -1.748167e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -17484438.000000 Penalty: 3907.483643
	Iteration 11Q: 3 clusters Score -1.748444e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -17486210.000000 Penalty: 3907.483643
	Iteration 12Q: 3 clusters Score -1.748621e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -17487850.000000 Penalty: 3907.483643
	Iteration 13Q: 3 clusters Score -1.748785e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 140769 members 
Entering Unmasked Estep 
Score: -17489178.000000 Penalty: 3907.483643
	Iteration 14Q: 3 clusters Score -1.748918e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 143199 members 
Entering Unmasked Estep 
Score: -17490468.000000 Penalty: 3907.483643
	Iteration 15Q: 3 clusters Score -1.749047e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 145412 members 
Entering Unmasked Estep 
Score: -17491252.000000 Penalty: 3907.483643
	Iteration 16Q: 3 clusters Score -1.749125e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -17491834.000000 Penalty: 3907.483643
	Iteration 17Q: 3 clusters Score -1.749183e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -17492270.000000 Penalty: 3907.483643
	Iteration 18Q: 3 clusters Score -1.749227e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 151115 members 
Entering Unmasked Estep 
Score: -17492400.000000 Penalty: 3907.483643
	Iteration 19Q: 3 clusters Score -1.74924e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -17492322.000000 Penalty: 3907.483643
	Iteration 20F: 3 clusters Score -1.749232e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -17492126.000000 Penalty: 3907.483643
	Iteration 21Q: 3 clusters Score -1.749213e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -17491832.000000 Penalty: 3907.483643
	Iteration 22Q: 3 clusters Score -1.749183e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -17491520.000000 Penalty: 3907.483643
	Iteration 23Q: 3 clusters Score -1.749152e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -17491298.000000 Penalty: 3907.483643
	Iteration 24Q: 3 clusters Score -1.74913e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -17491194.000000 Penalty: 3907.483643
	Iteration 25Q: 3 clusters Score -1.749119e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 159778 members 
Entering Unmasked Estep 
Score: -17491076.000000 Penalty: 3907.483643
	Iteration 26Q: 3 clusters Score -1.749108e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -17490966.000000 Penalty: 3907.483643
	Iteration 27Q: 3 clusters Score -1.749097e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -17490782.000000 Penalty: 3907.483643
	Iteration 28Q: 3 clusters Score -1.749078e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -17490638.000000 Penalty: 3907.483643
	Iteration 29Q: 3 clusters Score -1.749064e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 162140 members 
Entering Unmasked Estep 
Score: -17490532.000000 Penalty: 3907.483643
	Iteration 30Q: 3 clusters Score -1.749053e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 162530 members 
Entering Unmasked Estep 
Score: -17490414.000000 Penalty: 3907.483643
	Iteration 31Q: 3 clusters Score -1.749041e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 162877 members 
Entering Unmasked Estep 
Score: -17490340.000000 Penalty: 3907.483643
	Iteration 32Q: 3 clusters Score -1.749034e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -17490266.000000 Penalty: 3907.483643
	Iteration 33Q: 3 clusters Score -1.749027e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -17490182.000000 Penalty: 3907.483643
	Iteration 34Q: 3 clusters Score -1.749018e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -17490062.000000 Penalty: 3907.483643
	Iteration 35Q: 3 clusters Score -1.749006e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -17490020.000000 Penalty: 3907.483643
	Iteration 36Q: 3 clusters Score -1.749002e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -17489988.000000 Penalty: 3907.483643
	Iteration 37Q: 3 clusters Score -1.748999e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 164259 members 
Entering Unmasked Estep 
Score: -17489922.000000 Penalty: 3907.483643
	Iteration 38Q: 3 clusters Score -1.748992e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -17489846.000000 Penalty: 3907.483643
	Iteration 39Q: 3 clusters Score -1.748985e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 164547 members 
Entering Unmasked Estep 
Score: -17489832.000000 Penalty: 3907.483643
	Iteration 40F: 3 clusters Score -1.748983e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -17489816.000000 Penalty: 3907.483643
	Iteration 41Q: 3 clusters Score -1.748982e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -17489800.000000 Penalty: 3907.483643
	Iteration 42Q: 3 clusters Score -1.74898e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -17489780.000000 Penalty: 3907.483643
	Iteration 43Q: 3 clusters Score -1.748978e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -17489740.000000 Penalty: 3907.483643
	Iteration 44Q: 3 clusters Score -1.748974e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -17489724.000000 Penalty: 3907.483643
	Iteration 45Q: 3 clusters Score -1.748972e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -17489718.000000 Penalty: 3907.483643
	Iteration 46Q: 3 clusters Score -1.748972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -17489698.000000 Penalty: 3907.483643
	Iteration 47Q: 3 clusters Score -1.74897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -17489676.000000 Penalty: 3907.483643
	Iteration 48Q: 3 clusters Score -1.748968e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -17489662.000000 Penalty: 3907.483643
	Iteration 49Q: 3 clusters Score -1.748966e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -17489646.000000 Penalty: 3907.483643
	Iteration 50Q: 3 clusters Score -1.748965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 165380 members 
Entering Unmasked Estep 
Score: -17489610.000000 Penalty: 3907.483643
	Iteration 51Q: 3 clusters Score -1.748961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -17489592.000000 Penalty: 3907.483643
	Iteration 52Q: 3 clusters Score -1.748959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -17489556.000000 Penalty: 3907.483643
	Iteration 53Q: 3 clusters Score -1.748956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -17489556.000000 Penalty: 3907.483643
	Iteration 54Q: 3 clusters Score -1.748956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -17489570.000000 Penalty: 3907.483643
	Iteration 55Q: 3 clusters Score -1.748957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -17489556.000000 Penalty: 3907.483643
	Iteration 56Q: 3 clusters Score -1.748956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -17489552.000000 Penalty: 3907.483643
	Iteration 57Q: 3 clusters Score -1.748955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -17489534.000000 Penalty: 3907.483643
	Iteration 58Q: 3 clusters Score -1.748953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -17489534.000000 Penalty: 3907.483643
	Iteration 59Q: 3 clusters Score -1.748953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -17489528.000000 Penalty: 3907.483643
	Iteration 60F: 3 clusters Score -1.748953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -17489512.000000 Penalty: 3907.483643
	Iteration 61Q: 3 clusters Score -1.748951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
Score: -17489502.000000 Penalty: 3907.483643
	Iteration 62Q: 3 clusters Score -1.74895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -17489508.000000 Penalty: 3907.483643
	Iteration 63Q: 3 clusters Score -1.748951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 165736 members 
Entering Unmasked Estep 
Score: -17489508.000000 Penalty: 3907.483643
	Iteration 64Q: 3 clusters Score -1.748951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -17489506.000000 Penalty: 3907.483643
	Iteration 65Q: 3 clusters Score -1.748951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -17489510.000000 Penalty: 3907.483643
	Iteration 66Q: 3 clusters Score -1.748951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 165786 members 
Entering Unmasked Estep 
Score: -17489496.000000 Penalty: 3907.483643
	Iteration 67Q: 3 clusters Score -1.74895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -17489494.000000 Penalty: 3907.483643
	Iteration 68Q: 3 clusters Score -1.748949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -17489502.000000 Penalty: 3907.483643
	Iteration 69Q: 3 clusters Score -1.74895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -17489506.000000 Penalty: 3907.483643
	Iteration 70Q: 3 clusters Score -1.748951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -17489502.000000 Penalty: 3907.483643
	Iteration 71Q: 3 clusters Score -1.74895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -17489518.000000 Penalty: 3907.483643
	Iteration 72Q: 3 clusters Score -1.748952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -17489518.000000 Penalty: 3907.483643
	Iteration 73Q: 3 clusters Score -1.748952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -17489510.000000 Penalty: 3907.483643
	Iteration 74Q: 3 clusters Score -1.748951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -17489508.000000 Penalty: 3907.483643
	Iteration 75Q: 3 clusters Score -1.748951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 165874 members 
Entering Unmasked Estep 
Score: -17489502.000000 Penalty: 3907.483643
	Iteration 76Q: 3 clusters Score -1.74895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -17489500.000000 Penalty: 3907.483643
	Iteration 77Q: 3 clusters Score -1.74895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165882 members 
Entering Unmasked Estep 
Score: -17489500.000000 Penalty: 3907.483643
	Iteration 78Q: 3 clusters Score -1.74895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -17489498.000000 Penalty: 3907.483643
	Iteration 79Q: 3 clusters Score -1.74895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -17489498.000000 Penalty: 3907.483643
	Iteration 80F: 3 clusters Score -1.74895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -396842.187500 Penalty: 1358.207031
	Iteration 0F: 2 clusters Score -396842.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -393372.156250 Penalty: 2716.414062
	Iteration 0F: 3 clusters Score -393372.2 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -394532.625000 Penalty: 2716.414062
	Iteration 1F: 3 clusters Score -394532.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -394851.812500 Penalty: 2716.414062
	Iteration 2F: 3 clusters Score -394851.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -395082.218750 Penalty: 2716.414062
	Iteration 3F: 3 clusters Score -395082.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -395275.843750 Penalty: 2716.414062
	Iteration 4F: 3 clusters Score -395275.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -395446.656250 Penalty: 2716.414062
	Iteration 5Q: 3 clusters Score -395446.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -395615.531250 Penalty: 2716.414062
	Iteration 6Q: 3 clusters Score -395615.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -395748.312500 Penalty: 2716.414062
	Iteration 7Q: 3 clusters Score -395748.3 nChanged 131
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: -395842.718750 Penalty: 2716.414062
	Iteration 8Q: 3 clusters Score -395842.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -395923.843750 Penalty: 2716.414062
	Iteration 9Q: 3 clusters Score -395923.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -395980.843750 Penalty: 2716.414062
	Iteration 10Q: 3 clusters Score -395980.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -396018.062500 Penalty: 2716.414062
	Iteration 11Q: 3 clusters Score -396018.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -396044.718750 Penalty: 2716.414062
	Iteration 12Q: 3 clusters Score -396044.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -396057.937500 Penalty: 2716.414062
	Iteration 13Q: 3 clusters Score -396057.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -396065.437500 Penalty: 2716.414062
	Iteration 14Q: 3 clusters Score -396065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -396074.125000 Penalty: 2716.414062
	Iteration 15Q: 3 clusters Score -396074.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -396083.781250 Penalty: 2716.414062
	Iteration 16Q: 3 clusters Score -396083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -396094.312500 Penalty: 2716.414062
	Iteration 17Q: 3 clusters Score -396094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -396104.093750 Penalty: 2716.414062
	Iteration 18Q: 3 clusters Score -396104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -396109.656250 Penalty: 2716.414062
	Iteration 19Q: 3 clusters Score -396109.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -396115.687500 Penalty: 2716.414062
	Iteration 20F: 3 clusters Score -396115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -396120.156250 Penalty: 2716.414062
	Iteration 21Q: 3 clusters Score -396120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -396125.625000 Penalty: 2716.414062
	Iteration 22Q: 3 clusters Score -396125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -396129.843750 Penalty: 2716.414062
	Iteration 23Q: 3 clusters Score -396129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -396132.156250 Penalty: 2716.414062
	Iteration 24Q: 3 clusters Score -396132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -396134.000000 Penalty: 2716.414062
	Iteration 25Q: 3 clusters Score -396134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -396134.312500 Penalty: 2716.414062
	Iteration 26Q: 3 clusters Score -396134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -396136.906250 Penalty: 2716.414062
	Iteration 27Q: 3 clusters Score -396136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -396140.906250 Penalty: 2716.414062
	Iteration 28Q: 3 clusters Score -396140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -396143.468750 Penalty: 2716.414062
	Iteration 29Q: 3 clusters Score -396143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -396146.437500 Penalty: 2716.414062
	Iteration 30Q: 3 clusters Score -396146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -396148.250000 Penalty: 2716.414062
	Iteration 31Q: 3 clusters Score -396148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -396150.062500 Penalty: 2716.414062
	Iteration 32Q: 3 clusters Score -396150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -396150.312500 Penalty: 2716.414062
	Iteration 33Q: 3 clusters Score -396150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -396151.500000 Penalty: 2716.414062
	Iteration 34Q: 3 clusters Score -396151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -396155.531250 Penalty: 2716.414062
	Iteration 35Q: 3 clusters Score -396155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -396159.187500 Penalty: 2716.414062
	Iteration 36Q: 3 clusters Score -396159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -396162.843750 Penalty: 2716.414062
	Iteration 37Q: 3 clusters Score -396162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -396167.218750 Penalty: 2716.414062
	Iteration 38Q: 3 clusters Score -396167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -396169.843750 Penalty: 2716.414062
	Iteration 39Q: 3 clusters Score -396169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -396173.156250 Penalty: 2716.414062
	Iteration 40F: 3 clusters Score -396173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -396176.093750 Penalty: 2716.414062
	Iteration 41Q: 3 clusters Score -396176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -396178.656250 Penalty: 2716.414062
	Iteration 42Q: 3 clusters Score -396178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -396180.906250 Penalty: 2716.414062
	Iteration 43Q: 3 clusters Score -396180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -396185.187500 Penalty: 2716.414062
	Iteration 44Q: 3 clusters Score -396185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -396188.656250 Penalty: 2716.414062
	Iteration 45Q: 3 clusters Score -396188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -396193.062500 Penalty: 2716.414062
	Iteration 46Q: 3 clusters Score -396193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -396199.406250 Penalty: 2716.414062
	Iteration 47Q: 3 clusters Score -396199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -396208.562500 Penalty: 2716.414062
	Iteration 48Q: 3 clusters Score -396208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -396214.468750 Penalty: 2716.414062
	Iteration 49Q: 3 clusters Score -396214.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -396225.687500 Penalty: 2716.414062
	Iteration 50Q: 3 clusters Score -396225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -396232.156250 Penalty: 2716.414062
	Iteration 51Q: 3 clusters Score -396232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -396241.843750 Penalty: 2716.414062
	Iteration 52Q: 3 clusters Score -396241.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -396253.156250 Penalty: 2716.414062
	Iteration 53Q: 3 clusters Score -396253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -396259.656250 Penalty: 2716.414062
	Iteration 54Q: 3 clusters Score -396259.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -396264.937500 Penalty: 2716.414062
	Iteration 55Q: 3 clusters Score -396264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -396268.031250 Penalty: 2716.414062
	Iteration 56Q: 3 clusters Score -396268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -396271.000000 Penalty: 2716.414062
	Iteration 57Q: 3 clusters Score -396271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -396274.125000 Penalty: 2716.414062
	Iteration 58Q: 3 clusters Score -396274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -396279.250000 Penalty: 2716.414062
	Iteration 59Q: 3 clusters Score -396279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -396295.062500 Penalty: 2716.414062
	Iteration 60F: 3 clusters Score -396295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -396314.906250 Penalty: 2716.414062
	Iteration 61Q: 3 clusters Score -396314.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -396349.812500 Penalty: 2716.414062
	Iteration 62Q: 3 clusters Score -396349.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -396402.875000 Penalty: 2716.414062
	Iteration 63Q: 3 clusters Score -396402.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -396426.843750 Penalty: 2716.414062
	Iteration 64Q: 3 clusters Score -396426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -396439.312500 Penalty: 2716.414062
	Iteration 65Q: 3 clusters Score -396439.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -396454.312500 Penalty: 2716.414062
	Iteration 66Q: 3 clusters Score -396454.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -396459.375000 Penalty: 2716.414062
	Iteration 67Q: 3 clusters Score -396459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -396466.156250 Penalty: 2716.414062
	Iteration 68Q: 3 clusters Score -396466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -396469.218750 Penalty: 2716.414062
	Iteration 69Q: 3 clusters Score -396469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -396471.375000 Penalty: 2716.414062
	Iteration 70Q: 3 clusters Score -396471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -396472.500000 Penalty: 2716.414062
	Iteration 71Q: 3 clusters Score -396472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -396474.718750 Penalty: 2716.414062
	Iteration 72Q: 3 clusters Score -396474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -396474.718750 Penalty: 2716.414062
	Iteration 73F: 3 clusters Score -396474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Entering Unmasked Estep 
Score: -6965228.000000 Penalty: 1802.850708
	Iteration 0F: 2 clusters Score -6965228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -6921396.000000 Penalty: 3605.701416
	Iteration 0F: 3 clusters Score -6921396 nChanged 30971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -6939129.000000 Penalty: 3605.701416
	Iteration 1F: 3 clusters Score -6939129 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -6939977.000000 Penalty: 3605.701416
	Iteration 2Q: 3 clusters Score -6939977 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -6941234.000000 Penalty: 3605.701416
	Iteration 3Q: 3 clusters Score -6941234 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -6943030.500000 Penalty: 3605.701416
	Iteration 4F: 3 clusters Score -6943030 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -6945469.500000 Penalty: 3605.701416
	Iteration 5F: 3 clusters Score -6945470 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -6948294.500000 Penalty: 3605.701416
	Iteration 6F: 3 clusters Score -6948294 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -6951034.500000 Penalty: 3605.701416
	Iteration 7F: 3 clusters Score -6951034 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -6953319.000000 Penalty: 3605.701416
	Iteration 8F: 3 clusters Score -6953319 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -6954848.000000 Penalty: 3605.701416
	Iteration 9Q: 3 clusters Score -6954848 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6955828.500000 Penalty: 3605.701416
	Iteration 10Q: 3 clusters Score -6955828 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -6956423.000000 Penalty: 3605.701416
	Iteration 11Q: 3 clusters Score -6956423 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -6956876.000000 Penalty: 3605.701416
	Iteration 12Q: 3 clusters Score -6956876 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -6957218.500000 Penalty: 3605.701416
	Iteration 13Q: 3 clusters Score -6957218 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -6957603.000000 Penalty: 3605.701416
	Iteration 14Q: 3 clusters Score -6957603 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -6957992.000000 Penalty: 3605.701416
	Iteration 15Q: 3 clusters Score -6957992 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6958389.500000 Penalty: 3605.701416
	Iteration 16Q: 3 clusters Score -6958390 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6958773.000000 Penalty: 3605.701416
	Iteration 17Q: 3 clusters Score -6958773 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -6959103.500000 Penalty: 3605.701416
	Iteration 18Q: 3 clusters Score -6959104 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -6959427.000000 Penalty: 3605.701416
	Iteration 19Q: 3 clusters Score -6959427 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6959694.500000 Penalty: 3605.701416
	Iteration 20F: 3 clusters Score -6959694 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -6959912.500000 Penalty: 3605.701416
	Iteration 21Q: 3 clusters Score -6959912 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -6960160.000000 Penalty: 3605.701416
	Iteration 22Q: 3 clusters Score -6960160 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -6960425.000000 Penalty: 3605.701416
	Iteration 23Q: 3 clusters Score -6960425 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -6960669.500000 Penalty: 3605.701416
	Iteration 24Q: 3 clusters Score -6960670 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -6960922.000000 Penalty: 3605.701416
	Iteration 25Q: 3 clusters Score -6960922 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -6961196.000000 Penalty: 3605.701416
	Iteration 26Q: 3 clusters Score -6961196 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -6961438.000000 Penalty: 3605.701416
	Iteration 27Q: 3 clusters Score -6961438 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -6961725.000000 Penalty: 3605.701416
	Iteration 28Q: 3 clusters Score -6961725 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -6961943.500000 Penalty: 3605.701416
	Iteration 29Q: 3 clusters Score -6961944 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -6962212.000000 Penalty: 3605.701416
	Iteration 30Q: 3 clusters Score -6962212 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -6962469.000000 Penalty: 3605.701416
	Iteration 31Q: 3 clusters Score -6962469 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -6962667.000000 Penalty: 3605.701416
	Iteration 32Q: 3 clusters Score -6962667 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -6962817.500000 Penalty: 3605.701416
	Iteration 33Q: 3 clusters Score -6962818 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -6962950.500000 Penalty: 3605.701416
	Iteration 34Q: 3 clusters Score -6962950 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -6963053.000000 Penalty: 3605.701416
	Iteration 35Q: 3 clusters Score -6963053 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -6963156.500000 Penalty: 3605.701416
	Iteration 36Q: 3 clusters Score -6963156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -6963219.500000 Penalty: 3605.701416
	Iteration 37Q: 3 clusters Score -6963220 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -6963300.500000 Penalty: 3605.701416
	Iteration 38Q: 3 clusters Score -6963300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -6963335.000000 Penalty: 3605.701416
	Iteration 39Q: 3 clusters Score -6963335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -6963387.500000 Penalty: 3605.701416
	Iteration 40F: 3 clusters Score -6963388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -6963419.000000 Penalty: 3605.701416
	Iteration 41Q: 3 clusters Score -6963419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -6963445.000000 Penalty: 3605.701416
	Iteration 42Q: 3 clusters Score -6963445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -6963487.000000 Penalty: 3605.701416
	Iteration 43Q: 3 clusters Score -6963487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -6963506.000000 Penalty: 3605.701416
	Iteration 44Q: 3 clusters Score -6963506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -6963508.000000 Penalty: 3605.701416
	Iteration 45Q: 3 clusters Score -6963508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -6963520.500000 Penalty: 3605.701416
	Iteration 46Q: 3 clusters Score -6963520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -6963557.000000 Penalty: 3605.701416
	Iteration 47Q: 3 clusters Score -6963557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -6963575.000000 Penalty: 3605.701416
	Iteration 48Q: 3 clusters Score -6963575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -6963587.500000 Penalty: 3605.701416
	Iteration 49Q: 3 clusters Score -6963588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -6963596.500000 Penalty: 3605.701416
	Iteration 50Q: 3 clusters Score -6963596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -6963608.500000 Penalty: 3605.701416
	Iteration 51Q: 3 clusters Score -6963608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -6963620.500000 Penalty: 3605.701416
	Iteration 52Q: 3 clusters Score -6963620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -6963631.000000 Penalty: 3605.701416
	Iteration 53Q: 3 clusters Score -6963631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -6963645.000000 Penalty: 3605.701416
	Iteration 54Q: 3 clusters Score -6963645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -6963660.000000 Penalty: 3605.701416
	Iteration 55Q: 3 clusters Score -6963660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -6963677.000000 Penalty: 3605.701416
	Iteration 56Q: 3 clusters Score -6963677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -6963678.500000 Penalty: 3605.701416
	Iteration 57Q: 3 clusters Score -6963678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -6963685.000000 Penalty: 3605.701416
	Iteration 58Q: 3 clusters Score -6963685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -6963673.000000 Penalty: 3605.701416
	Iteration 59Q: 3 clusters Score -6963673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -6963678.500000 Penalty: 3605.701416
	Iteration 60F: 3 clusters Score -6963678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -6963684.500000 Penalty: 3605.701416
	Iteration 61Q: 3 clusters Score -6963684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -6963690.000000 Penalty: 3605.701416
	Iteration 62Q: 3 clusters Score -6963690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -6963699.000000 Penalty: 3605.701416
	Iteration 63Q: 3 clusters Score -6963699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -6963703.000000 Penalty: 3605.701416
	Iteration 64Q: 3 clusters Score -6963703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -6963695.500000 Penalty: 3605.701416
	Iteration 65Q: 3 clusters Score -6963696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -6963708.000000 Penalty: 3605.701416
	Iteration 66Q: 3 clusters Score -6963708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -6963717.000000 Penalty: 3605.701416
	Iteration 67Q: 3 clusters Score -6963717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -6963713.500000 Penalty: 3605.701416
	Iteration 68Q: 3 clusters Score -6963714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -6963715.500000 Penalty: 3605.701416
	Iteration 69Q: 3 clusters Score -6963716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -6963712.500000 Penalty: 3605.701416
	Iteration 70Q: 3 clusters Score -6963712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -6963712.500000 Penalty: 3605.701416
	Iteration 71F: 3 clusters Score -6963712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Entering Unmasked Estep 
Score: -8789900.000000 Penalty: 1842.347534
	Iteration 0F: 2 clusters Score -8789900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8733893.000000 Penalty: 3684.695068
	Iteration 0F: 3 clusters Score -8733893 nChanged 40048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8757967.000000 Penalty: 3684.695068
	Iteration 1F: 3 clusters Score -8757967 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8759563.000000 Penalty: 3684.695068
	Iteration 2Q: 3 clusters Score -8759563 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -8761869.000000 Penalty: 3684.695068
	Iteration 3F: 3 clusters Score -8761869 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -8765076.000000 Penalty: 3684.695068
	Iteration 4F: 3 clusters Score -8765076 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -8769278.000000 Penalty: 3684.695068
	Iteration 5F: 3 clusters Score -8769278 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -8773812.000000 Penalty: 3684.695068
	Iteration 6F: 3 clusters Score -8773812 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 69040 members 
Entering Unmasked Estep 
Score: -8778204.000000 Penalty: 3684.695068
	Iteration 7F: 3 clusters Score -8778204 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -8782012.000000 Penalty: 3684.695068
	Iteration 8F: 3 clusters Score -8782012 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -8784674.000000 Penalty: 3684.695068
	Iteration 9Q: 3 clusters Score -8784674 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -8786321.000000 Penalty: 3684.695068
	Iteration 10Q: 3 clusters Score -8786321 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -8787349.000000 Penalty: 3684.695068
	Iteration 11Q: 3 clusters Score -8787349 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -8787918.000000 Penalty: 3684.695068
	Iteration 12Q: 3 clusters Score -8787918 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -8788206.000000 Penalty: 3684.695068
	Iteration 13Q: 3 clusters Score -8788206 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -8788433.000000 Penalty: 3684.695068
	Iteration 14Q: 3 clusters Score -8788433 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -8788577.000000 Penalty: 3684.695068
	Iteration 15Q: 3 clusters Score -8788577 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -8788638.000000 Penalty: 3684.695068
	Iteration 16Q: 3 clusters Score -8788638 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -8788702.000000 Penalty: 3684.695068
	Iteration 17Q: 3 clusters Score -8788702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -8788735.000000 Penalty: 3684.695068
	Iteration 18Q: 3 clusters Score -8788735 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -8788769.000000 Penalty: 3684.695068
	Iteration 19Q: 3 clusters Score -8788769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -8788787.000000 Penalty: 3684.695068
	Iteration 20F: 3 clusters Score -8788787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -8788843.000000 Penalty: 3684.695068
	Iteration 21Q: 3 clusters Score -8788843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -8788883.000000 Penalty: 3684.695068
	Iteration 22Q: 3 clusters Score -8788883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -8788932.000000 Penalty: 3684.695068
	Iteration 23Q: 3 clusters Score -8788932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -8788982.000000 Penalty: 3684.695068
	Iteration 24Q: 3 clusters Score -8788982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -8789035.000000 Penalty: 3684.695068
	Iteration 25Q: 3 clusters Score -8789035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -8789067.000000 Penalty: 3684.695068
	Iteration 26Q: 3 clusters Score -8789067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -8789081.000000 Penalty: 3684.695068
	Iteration 27Q: 3 clusters Score -8789081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -8789087.000000 Penalty: 3684.695068
	Iteration 28Q: 3 clusters Score -8789087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -8789093.000000 Penalty: 3684.695068
	Iteration 29Q: 3 clusters Score -8789093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -8789108.000000 Penalty: 3684.695068
	Iteration 30Q: 3 clusters Score -8789108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
Score: -8789119.000000 Penalty: 3684.695068
	Iteration 31Q: 3 clusters Score -8789119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -8789114.000000 Penalty: 3684.695068
	Iteration 32Q: 3 clusters Score -8789114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -8789115.000000 Penalty: 3684.695068
	Iteration 33Q: 3 clusters Score -8789115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -8789127.000000 Penalty: 3684.695068
	Iteration 34Q: 3 clusters Score -8789127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -8789127.000000 Penalty: 3684.695068
	Iteration 35Q: 3 clusters Score -8789127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -8789131.000000 Penalty: 3684.695068
	Iteration 36Q: 3 clusters Score -8789131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -8789142.000000 Penalty: 3684.695068
	Iteration 37Q: 3 clusters Score -8789142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -8789146.000000 Penalty: 3684.695068
	Iteration 38Q: 3 clusters Score -8789146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -8789149.000000 Penalty: 3684.695068
	Iteration 39Q: 3 clusters Score -8789149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -8789145.000000 Penalty: 3684.695068
	Iteration 40F: 3 clusters Score -8789145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -8789150.000000 Penalty: 3684.695068
	Iteration 41Q: 3 clusters Score -8789150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -8789152.000000 Penalty: 3684.695068
	Iteration 42Q: 3 clusters Score -8789152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -8789154.000000 Penalty: 3684.695068
	Iteration 43Q: 3 clusters Score -8789154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -8789154.000000 Penalty: 3684.695068
	Iteration 44Q: 3 clusters Score -8789154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -8789154.000000 Penalty: 3684.695068
	Iteration 45F: 3 clusters Score -8789154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (117105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117105 members 
Entering Unmasked Estep 
Score: -12248311.000000 Penalty: 1896.509277
	Iteration 0F: 2 clusters Score -1.224831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -12170292.000000 Penalty: 3793.018555
	Iteration 0F: 3 clusters Score -1.217029e+07 nChanged 56123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -12202981.000000 Penalty: 3793.018555
	Iteration 1F: 3 clusters Score -1.220298e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -12203943.000000 Penalty: 3793.018555
	Iteration 2Q: 3 clusters Score -1.220394e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -12205430.000000 Penalty: 3793.018555
	Iteration 3Q: 3 clusters Score -1.220543e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -12207486.000000 Penalty: 3793.018555
	Iteration 4Q: 3 clusters Score -1.220749e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -12210564.000000 Penalty: 3793.018555
	Iteration 5Q: 3 clusters Score -1.221056e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -12215026.000000 Penalty: 3793.018555
	Iteration 6F: 3 clusters Score -1.221503e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -12220914.000000 Penalty: 3793.018555
	Iteration 7F: 3 clusters Score -1.222091e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -12227253.000000 Penalty: 3793.018555
	Iteration 8F: 3 clusters Score -1.222725e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -12232587.000000 Penalty: 3793.018555
	Iteration 9F: 3 clusters Score -1.223259e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -12236119.000000 Penalty: 3793.018555
	Iteration 10Q: 3 clusters Score -1.223612e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -12238265.000000 Penalty: 3793.018555
	Iteration 11Q: 3 clusters Score -1.223826e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -12239603.000000 Penalty: 3793.018555
	Iteration 12Q: 3 clusters Score -1.22396e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -12240667.000000 Penalty: 3793.018555
	Iteration 13Q: 3 clusters Score -1.224067e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -12241443.000000 Penalty: 3793.018555
	Iteration 14Q: 3 clusters Score -1.224144e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -12242129.000000 Penalty: 3793.018555
	Iteration 15Q: 3 clusters Score -1.224213e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -12242729.000000 Penalty: 3793.018555
	Iteration 16Q: 3 clusters Score -1.224273e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -12243345.000000 Penalty: 3793.018555
	Iteration 17Q: 3 clusters Score -1.224334e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -12244053.000000 Penalty: 3793.018555
	Iteration 18Q: 3 clusters Score -1.224405e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -12244658.000000 Penalty: 3793.018555
	Iteration 19Q: 3 clusters Score -1.224466e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -12245195.000000 Penalty: 3793.018555
	Iteration 20F: 3 clusters Score -1.22452e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -12245775.000000 Penalty: 3793.018555
	Iteration 21Q: 3 clusters Score -1.224578e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -12246145.000000 Penalty: 3793.018555
	Iteration 22Q: 3 clusters Score -1.224614e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -12246470.000000 Penalty: 3793.018555
	Iteration 23Q: 3 clusters Score -1.224647e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 114056 members 
Entering Unmasked Estep 
Score: -12246702.000000 Penalty: 3793.018555
	Iteration 24Q: 3 clusters Score -1.22467e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -12246799.000000 Penalty: 3793.018555
	Iteration 25Q: 3 clusters Score -1.22468e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -12246900.000000 Penalty: 3793.018555
	Iteration 26Q: 3 clusters Score -1.22469e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 114918 members 
Entering Unmasked Estep 
Score: -12246955.000000 Penalty: 3793.018555
	Iteration 27Q: 3 clusters Score -1.224696e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -12247007.000000 Penalty: 3793.018555
	Iteration 28Q: 3 clusters Score -1.224701e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 115206 members 
Entering Unmasked Estep 
Score: -12247044.000000 Penalty: 3793.018555
	Iteration 29Q: 3 clusters Score -1.224704e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
Score: -12247084.000000 Penalty: 3793.018555
	Iteration 30Q: 3 clusters Score -1.224708e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -12247101.000000 Penalty: 3793.018555
	Iteration 31Q: 3 clusters Score -1.22471e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 115416 members 
Entering Unmasked Estep 
Score: -12247119.000000 Penalty: 3793.018555
	Iteration 32Q: 3 clusters Score -1.224712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -12247130.000000 Penalty: 3793.018555
	Iteration 33Q: 3 clusters Score -1.224713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 115490 members 
Entering Unmasked Estep 
Score: -12247139.000000 Penalty: 3793.018555
	Iteration 34Q: 3 clusters Score -1.224714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -12247137.000000 Penalty: 3793.018555
	Iteration 35Q: 3 clusters Score -1.224714e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -12247141.000000 Penalty: 3793.018555
	Iteration 36Q: 3 clusters Score -1.224714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 115583 members 
Entering Unmasked Estep 
Score: -12247137.000000 Penalty: 3793.018555
	Iteration 37Q: 3 clusters Score -1.224714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -12247141.000000 Penalty: 3793.018555
	Iteration 38Q: 3 clusters Score -1.224714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 115612 members 
Entering Unmasked Estep 
Score: -12247150.000000 Penalty: 3793.018555
	Iteration 39Q: 3 clusters Score -1.224715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -12247160.000000 Penalty: 3793.018555
	Iteration 40F: 3 clusters Score -1.224716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 115635 members 
Entering Unmasked Estep 
Score: -12247160.000000 Penalty: 3793.018555
	Iteration 41Q: 3 clusters Score -1.224716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -12247157.000000 Penalty: 3793.018555
	Iteration 42Q: 3 clusters Score -1.224716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -12247158.000000 Penalty: 3793.018555
	Iteration 43Q: 3 clusters Score -1.224716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -12247156.000000 Penalty: 3793.018555
	Iteration 44Q: 3 clusters Score -1.224716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 115666 members 
Entering Unmasked Estep 
Score: -12247174.000000 Penalty: 3793.018555
	Iteration 45Q: 3 clusters Score -1.224717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 115670 members 
Entering Unmasked Estep 
Score: -12247173.000000 Penalty: 3793.018555
	Iteration 46Q: 3 clusters Score -1.224717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -12247171.000000 Penalty: 3793.018555
	Iteration 47Q: 3 clusters Score -1.224717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -12247168.000000 Penalty: 3793.018555
	Iteration 48Q: 3 clusters Score -1.224717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -12247171.000000 Penalty: 3793.018555
	Iteration 49Q: 3 clusters Score -1.224717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -12247169.000000 Penalty: 3793.018555
	Iteration 50Q: 3 clusters Score -1.224717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -12247178.000000 Penalty: 3793.018555
	Iteration 51Q: 3 clusters Score -1.224718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -12247168.000000 Penalty: 3793.018555
	Iteration 52Q: 3 clusters Score -1.224717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -12247163.000000 Penalty: 3793.018555
	Iteration 53Q: 3 clusters Score -1.224716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -12247163.000000 Penalty: 3793.018555
	Iteration 54F: 3 clusters Score -1.224716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -770969.437500 Penalty: 1450.299805
	Iteration 0F: 2 clusters Score -770969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -765418.312500 Penalty: 2900.599609
	Iteration 0F: 3 clusters Score -765418.3 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -767146.000000 Penalty: 2900.599609
	Iteration 1F: 3 clusters Score -767146 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -767434.937500 Penalty: 2900.599609
	Iteration 2F: 3 clusters Score -767434.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -767725.250000 Penalty: 2900.599609
	Iteration 3F: 3 clusters Score -767725.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -768077.250000 Penalty: 2900.599609
	Iteration 4F: 3 clusters Score -768077.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -768420.312500 Penalty: 2900.599609
	Iteration 5F: 3 clusters Score -768420.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -768686.312500 Penalty: 2900.599609
	Iteration 6F: 3 clusters Score -768686.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -768923.375000 Penalty: 2900.599609
	Iteration 7Q: 3 clusters Score -768923.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -769104.312500 Penalty: 2900.599609
	Iteration 8Q: 3 clusters Score -769104.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -769248.437500 Penalty: 2900.599609
	Iteration 9Q: 3 clusters Score -769248.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -769362.312500 Penalty: 2900.599609
	Iteration 10Q: 3 clusters Score -769362.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -769434.437500 Penalty: 2900.599609
	Iteration 11Q: 3 clusters Score -769434.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -769470.812500 Penalty: 2900.599609
	Iteration 12Q: 3 clusters Score -769470.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -769496.000000 Penalty: 2900.599609
	Iteration 13Q: 3 clusters Score -769496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -769513.312500 Penalty: 2900.599609
	Iteration 14Q: 3 clusters Score -769513.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -769521.562500 Penalty: 2900.599609
	Iteration 15Q: 3 clusters Score -769521.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -769530.500000 Penalty: 2900.599609
	Iteration 16Q: 3 clusters Score -769530.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -769533.125000 Penalty: 2900.599609
	Iteration 17Q: 3 clusters Score -769533.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -769538.562500 Penalty: 2900.599609
	Iteration 18Q: 3 clusters Score -769538.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -769538.812500 Penalty: 2900.599609
	Iteration 19Q: 3 clusters Score -769538.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -769541.187500 Penalty: 2900.599609
	Iteration 20F: 3 clusters Score -769541.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -769543.000000 Penalty: 2900.599609
	Iteration 21Q: 3 clusters Score -769543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -769543.687500 Penalty: 2900.599609
	Iteration 22Q: 3 clusters Score -769543.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -769546.062500 Penalty: 2900.599609
	Iteration 23Q: 3 clusters Score -769546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -769545.500000 Penalty: 2900.599609
	Iteration 24Q: 3 clusters Score -769545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -769547.812500 Penalty: 2900.599609
	Iteration 25Q: 3 clusters Score -769547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -769549.125000 Penalty: 2900.599609
	Iteration 26Q: 3 clusters Score -769549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -769548.375000 Penalty: 2900.599609
	Iteration 27Q: 3 clusters Score -769548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -769549.437500 Penalty: 2900.599609
	Iteration 28Q: 3 clusters Score -769549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -769549.750000 Penalty: 2900.599609
	Iteration 29Q: 3 clusters Score -769549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -769549.750000 Penalty: 2900.599609
	Iteration 30F: 3 clusters Score -769549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Entering Unmasked Estep 
Score: -3989518.500000 Penalty: 1715.201050
	Iteration 0F: 2 clusters Score -3989518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3963538.000000 Penalty: 3430.402100
	Iteration 0F: 3 clusters Score -3963538 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3973698.000000 Penalty: 3430.402100
	Iteration 1F: 3 clusters Score -3973698 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3974336.750000 Penalty: 3430.402100
	Iteration 2Q: 3 clusters Score -3974337 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3975168.750000 Penalty: 3430.402100
	Iteration 3Q: 3 clusters Score -3975169 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3976435.750000 Penalty: 3430.402100
	Iteration 4F: 3 clusters Score -3976436 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3978289.500000 Penalty: 3430.402100
	Iteration 5F: 3 clusters Score -3978290 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3980692.750000 Penalty: 3430.402100
	Iteration 6F: 3 clusters Score -3980693 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3983349.500000 Penalty: 3430.402100
	Iteration 7F: 3 clusters Score -3983350 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3985483.000000 Penalty: 3430.402100
	Iteration 8F: 3 clusters Score -3985483 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3986839.000000 Penalty: 3430.402100
	Iteration 9Q: 3 clusters Score -3986839 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -3987501.750000 Penalty: 3430.402100
	Iteration 10Q: 3 clusters Score -3987502 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -3987779.750000 Penalty: 3430.402100
	Iteration 11Q: 3 clusters Score -3987780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -3987913.750000 Penalty: 3430.402100
	Iteration 12Q: 3 clusters Score -3987914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -3987977.000000 Penalty: 3430.402100
	Iteration 13Q: 3 clusters Score -3987977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -3988024.000000 Penalty: 3430.402100
	Iteration 14Q: 3 clusters Score -3988024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -3988060.750000 Penalty: 3430.402100
	Iteration 15Q: 3 clusters Score -3988061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -3988079.000000 Penalty: 3430.402100
	Iteration 16Q: 3 clusters Score -3988079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -3988086.000000 Penalty: 3430.402100
	Iteration 17Q: 3 clusters Score -3988086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -3988098.000000 Penalty: 3430.402100
	Iteration 18Q: 3 clusters Score -3988098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3988106.500000 Penalty: 3430.402100
	Iteration 19Q: 3 clusters Score -3988106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -3988108.000000 Penalty: 3430.402100
	Iteration 20F: 3 clusters Score -3988108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -3988118.750000 Penalty: 3430.402100
	Iteration 21Q: 3 clusters Score -3988119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -3988120.500000 Penalty: 3430.402100
	Iteration 22Q: 3 clusters Score -3988120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -3988120.500000 Penalty: 3430.402100
	Iteration 23F: 3 clusters Score -3988120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Entering Unmasked Estep 
Score: -3803414.250000 Penalty: 1711.456909
	Iteration 0F: 2 clusters Score -3803414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3778352.500000 Penalty: 3422.913818
	Iteration 0F: 3 clusters Score -3778352 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3788547.000000 Penalty: 3422.913818
	Iteration 1F: 3 clusters Score -3788547 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3789296.250000 Penalty: 3422.913818
	Iteration 2F: 3 clusters Score -3789296 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3790117.250000 Penalty: 3422.913818
	Iteration 3F: 3 clusters Score -3790117 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3791104.750000 Penalty: 3422.913818
	Iteration 4F: 3 clusters Score -3791105 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3792245.500000 Penalty: 3422.913818
	Iteration 5F: 3 clusters Score -3792246 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3793596.750000 Penalty: 3422.913818
	Iteration 6F: 3 clusters Score -3793597 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3795168.250000 Penalty: 3422.913818
	Iteration 7F: 3 clusters Score -3795168 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3796572.000000 Penalty: 3422.913818
	Iteration 8F: 3 clusters Score -3796572 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3797706.500000 Penalty: 3422.913818
	Iteration 9Q: 3 clusters Score -3797706 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3798633.500000 Penalty: 3422.913818
	Iteration 10Q: 3 clusters Score -3798634 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3799290.500000 Penalty: 3422.913818
	Iteration 11Q: 3 clusters Score -3799290 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3799726.750000 Penalty: 3422.913818
	Iteration 12Q: 3 clusters Score -3799727 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3800076.000000 Penalty: 3422.913818
	Iteration 13Q: 3 clusters Score -3800076 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3800370.500000 Penalty: 3422.913818
	Iteration 14Q: 3 clusters Score -3800370 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3800650.000000 Penalty: 3422.913818
	Iteration 15Q: 3 clusters Score -3800650 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3800872.250000 Penalty: 3422.913818
	Iteration 16Q: 3 clusters Score -3800872 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3801024.000000 Penalty: 3422.913818
	Iteration 17Q: 3 clusters Score -3801024 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3801157.750000 Penalty: 3422.913818
	Iteration 18Q: 3 clusters Score -3801158 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3801271.750000 Penalty: 3422.913818
	Iteration 19Q: 3 clusters Score -3801272 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3801364.000000 Penalty: 3422.913818
	Iteration 20F: 3 clusters Score -3801364 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3801444.500000 Penalty: 3422.913818
	Iteration 21Q: 3 clusters Score -3801444 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3801523.250000 Penalty: 3422.913818
	Iteration 22Q: 3 clusters Score -3801523 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3801591.750000 Penalty: 3422.913818
	Iteration 23Q: 3 clusters Score -3801592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3801638.000000 Penalty: 3422.913818
	Iteration 24Q: 3 clusters Score -3801638 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3801677.250000 Penalty: 3422.913818
	Iteration 25Q: 3 clusters Score -3801677 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3801693.250000 Penalty: 3422.913818
	Iteration 26Q: 3 clusters Score -3801693 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3801707.250000 Penalty: 3422.913818
	Iteration 27Q: 3 clusters Score -3801707 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3801720.500000 Penalty: 3422.913818
	Iteration 28Q: 3 clusters Score -3801720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3801733.750000 Penalty: 3422.913818
	Iteration 29Q: 3 clusters Score -3801734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3801745.000000 Penalty: 3422.913818
	Iteration 30Q: 3 clusters Score -3801745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3801768.750000 Penalty: 3422.913818
	Iteration 31Q: 3 clusters Score -3801769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3801761.500000 Penalty: 3422.913818
	Iteration 32Q: 3 clusters Score -3801762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3801766.000000 Penalty: 3422.913818
	Iteration 33Q: 3 clusters Score -3801766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3801769.500000 Penalty: 3422.913818
	Iteration 34Q: 3 clusters Score -3801770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3801784.500000 Penalty: 3422.913818
	Iteration 35Q: 3 clusters Score -3801784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3801783.250000 Penalty: 3422.913818
	Iteration 36Q: 3 clusters Score -3801783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3801794.500000 Penalty: 3422.913818
	Iteration 37Q: 3 clusters Score -3801794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3801796.500000 Penalty: 3422.913818
	Iteration 38Q: 3 clusters Score -3801796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3801799.750000 Penalty: 3422.913818
	Iteration 39Q: 3 clusters Score -3801800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3801810.500000 Penalty: 3422.913818
	Iteration 40F: 3 clusters Score -3801810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3801811.500000 Penalty: 3422.913818
	Iteration 41Q: 3 clusters Score -3801812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3801818.250000 Penalty: 3422.913818
	Iteration 42Q: 3 clusters Score -3801818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3801815.500000 Penalty: 3422.913818
	Iteration 43Q: 3 clusters Score -3801816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3801818.000000 Penalty: 3422.913818
	Iteration 44Q: 3 clusters Score -3801818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3801828.250000 Penalty: 3422.913818
	Iteration 45Q: 3 clusters Score -3801828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3801835.000000 Penalty: 3422.913818
	Iteration 46Q: 3 clusters Score -3801835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3801836.500000 Penalty: 3422.913818
	Iteration 47Q: 3 clusters Score -3801836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3801838.000000 Penalty: 3422.913818
	Iteration 48Q: 3 clusters Score -3801838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3801837.000000 Penalty: 3422.913818
	Iteration 49Q: 3 clusters Score -3801837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3801836.500000 Penalty: 3422.913818
	Iteration 50Q: 3 clusters Score -3801836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3801840.000000 Penalty: 3422.913818
	Iteration 51Q: 3 clusters Score -3801840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3801843.750000 Penalty: 3422.913818
	Iteration 52Q: 3 clusters Score -3801844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3801853.250000 Penalty: 3422.913818
	Iteration 53Q: 3 clusters Score -3801853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3801847.500000 Penalty: 3422.913818
	Iteration 54Q: 3 clusters Score -3801848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3801856.750000 Penalty: 3422.913818
	Iteration 55Q: 3 clusters Score -3801857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3801868.250000 Penalty: 3422.913818
	Iteration 56Q: 3 clusters Score -3801868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3801871.750000 Penalty: 3422.913818
	Iteration 57Q: 3 clusters Score -3801872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3801871.000000 Penalty: 3422.913818
	Iteration 58Q: 3 clusters Score -3801871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3801875.500000 Penalty: 3422.913818
	Iteration 59Q: 3 clusters Score -3801876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3801869.750000 Penalty: 3422.913818
	Iteration 60F: 3 clusters Score -3801870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3801868.000000 Penalty: 3422.913818
	Iteration 61Q: 3 clusters Score -3801868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3801869.000000 Penalty: 3422.913818
	Iteration 62Q: 3 clusters Score -3801869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3801862.500000 Penalty: 3422.913818
	Iteration 63Q: 3 clusters Score -3801862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3801867.750000 Penalty: 3422.913818
	Iteration 64Q: 3 clusters Score -3801868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3801872.000000 Penalty: 3422.913818
	Iteration 65Q: 3 clusters Score -3801872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3801875.000000 Penalty: 3422.913818
	Iteration 66Q: 3 clusters Score -3801875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3801878.750000 Penalty: 3422.913818
	Iteration 67Q: 3 clusters Score -3801879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3801869.250000 Penalty: 3422.913818
	Iteration 68Q: 3 clusters Score -3801869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3801878.750000 Penalty: 3422.913818
	Iteration 69Q: 3 clusters Score -3801879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3801881.500000 Penalty: 3422.913818
	Iteration 70Q: 3 clusters Score -3801882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3801875.500000 Penalty: 3422.913818
	Iteration 71Q: 3 clusters Score -3801876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3801874.750000 Penalty: 3422.913818
	Iteration 72Q: 3 clusters Score -3801875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3801869.500000 Penalty: 3422.913818
	Iteration 73Q: 3 clusters Score -3801870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3801870.750000 Penalty: 3422.913818
	Iteration 74Q: 3 clusters Score -3801871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3801874.000000 Penalty: 3422.913818
	Iteration 75Q: 3 clusters Score -3801874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3801873.250000 Penalty: 3422.913818
	Iteration 76Q: 3 clusters Score -3801873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3801868.750000 Penalty: 3422.913818
	Iteration 77Q: 3 clusters Score -3801869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3801877.000000 Penalty: 3422.913818
	Iteration 78Q: 3 clusters Score -3801877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3801874.500000 Penalty: 3422.913818
	Iteration 79Q: 3 clusters Score -3801874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3801873.750000 Penalty: 3422.913818
	Iteration 80F: 3 clusters Score -3801874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3801879.750000 Penalty: 3422.913818
	Iteration 81Q: 3 clusters Score -3801880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3801873.000000 Penalty: 3422.913818
	Iteration 82Q: 3 clusters Score -3801873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3801863.000000 Penalty: 3422.913818
	Iteration 83Q: 3 clusters Score -3801863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3801869.000000 Penalty: 3422.913818
	Iteration 84Q: 3 clusters Score -3801869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3801863.000000 Penalty: 3422.913818
	Iteration 85Q: 3 clusters Score -3801863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3801863.000000 Penalty: 3422.913818
	Iteration 86F: 3 clusters Score -3801863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -427989.187500 Penalty: 1360.402100
	Iteration 0F: 2 clusters Score -427989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -424383.250000 Penalty: 2720.804199
	Iteration 0F: 3 clusters Score -424383.2 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -425436.843750 Penalty: 2720.804199
	Iteration 1F: 3 clusters Score -425436.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -425677.656250 Penalty: 2720.804199
	Iteration 2F: 3 clusters Score -425677.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -425862.093750 Penalty: 2720.804199
	Iteration 3F: 3 clusters Score -425862.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -426065.968750 Penalty: 2720.804199
	Iteration 4F: 3 clusters Score -426066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -426299.312500 Penalty: 2720.804199
	Iteration 5F: 3 clusters Score -426299.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -426539.218750 Penalty: 2720.804199
	Iteration 6F: 3 clusters Score -426539.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -426810.687500 Penalty: 2720.804199
	Iteration 7F: 3 clusters Score -426810.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -427041.906250 Penalty: 2720.804199
	Iteration 8Q: 3 clusters Score -427041.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -427198.906250 Penalty: 2720.804199
	Iteration 9Q: 3 clusters Score -427198.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -427272.187500 Penalty: 2720.804199
	Iteration 10Q: 3 clusters Score -427272.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -427310.500000 Penalty: 2720.804199
	Iteration 11Q: 3 clusters Score -427310.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -427333.250000 Penalty: 2720.804199
	Iteration 12Q: 3 clusters Score -427333.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -427351.562500 Penalty: 2720.804199
	Iteration 13Q: 3 clusters Score -427351.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -427374.812500 Penalty: 2720.804199
	Iteration 14Q: 3 clusters Score -427374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -427397.218750 Penalty: 2720.804199
	Iteration 15Q: 3 clusters Score -427397.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -427419.593750 Penalty: 2720.804199
	Iteration 16Q: 3 clusters Score -427419.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -427433.625000 Penalty: 2720.804199
	Iteration 17Q: 3 clusters Score -427433.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -427444.312500 Penalty: 2720.804199
	Iteration 18Q: 3 clusters Score -427444.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -427449.843750 Penalty: 2720.804199
	Iteration 19Q: 3 clusters Score -427449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -427456.531250 Penalty: 2720.804199
	Iteration 20F: 3 clusters Score -427456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -427462.687500 Penalty: 2720.804199
	Iteration 21Q: 3 clusters Score -427462.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -427466.906250 Penalty: 2720.804199
	Iteration 22Q: 3 clusters Score -427466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -427469.750000 Penalty: 2720.804199
	Iteration 23Q: 3 clusters Score -427469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -427470.656250 Penalty: 2720.804199
	Iteration 24Q: 3 clusters Score -427470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -427470.656250 Penalty: 2720.804199
	Iteration 25Q: 3 clusters Score -427470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -427470.937500 Penalty: 2720.804199
	Iteration 26Q: 3 clusters Score -427470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -427470.937500 Penalty: 2720.804199
	Iteration 27F: 3 clusters Score -427470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97854 members 
Entering Unmasked Estep 
Score: -10251658.000000 Penalty: 1867.325195
	Iteration 0F: 2 clusters Score -1.025166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -10186290.000000 Penalty: 3734.650391
	Iteration 0F: 3 clusters Score -1.018629e+07 nChanged 47004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -10213711.000000 Penalty: 3734.650391
	Iteration 1F: 3 clusters Score -1.021371e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -10214853.000000 Penalty: 3734.650391
	Iteration 2Q: 3 clusters Score -1.021485e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -10216529.000000 Penalty: 3734.650391
	Iteration 3Q: 3 clusters Score -1.021653e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -10218693.000000 Penalty: 3734.650391
	Iteration 4F: 3 clusters Score -1.021869e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -10221481.000000 Penalty: 3734.650391
	Iteration 5F: 3 clusters Score -1.022148e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -10224704.000000 Penalty: 3734.650391
	Iteration 6F: 3 clusters Score -1.02247e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -10228155.000000 Penalty: 3734.650391
	Iteration 7F: 3 clusters Score -1.022816e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -10231653.000000 Penalty: 3734.650391
	Iteration 8F: 3 clusters Score -1.023165e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -10235327.000000 Penalty: 3734.650391
	Iteration 9F: 3 clusters Score -1.023533e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -10238923.000000 Penalty: 3734.650391
	Iteration 10F: 3 clusters Score -1.023892e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -10242439.000000 Penalty: 3734.650391
	Iteration 11Q: 3 clusters Score -1.024244e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -10245325.000000 Penalty: 3734.650391
	Iteration 12Q: 3 clusters Score -1.024532e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10247415.000000 Penalty: 3734.650391
	Iteration 13Q: 3 clusters Score -1.024742e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10248739.000000 Penalty: 3734.650391
	Iteration 14Q: 3 clusters Score -1.024874e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10249387.000000 Penalty: 3734.650391
	Iteration 15Q: 3 clusters Score -1.024939e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10249652.000000 Penalty: 3734.650391
	Iteration 16Q: 3 clusters Score -1.024965e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10249811.000000 Penalty: 3734.650391
	Iteration 17Q: 3 clusters Score -1.024981e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10249895.000000 Penalty: 3734.650391
	Iteration 18Q: 3 clusters Score -1.02499e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10249938.000000 Penalty: 3734.650391
	Iteration 19Q: 3 clusters Score -1.024994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10249964.000000 Penalty: 3734.650391
	Iteration 20F: 3 clusters Score -1.024996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10249991.000000 Penalty: 3734.650391
	Iteration 21Q: 3 clusters Score -1.024999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10249992.000000 Penalty: 3734.650391
	Iteration 22Q: 3 clusters Score -1.024999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10249994.000000 Penalty: 3734.650391
	Iteration 23Q: 3 clusters Score -1.024999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10249998.000000 Penalty: 3734.650391
	Iteration 24Q: 3 clusters Score -1.025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10250004.000000 Penalty: 3734.650391
	Iteration 25Q: 3 clusters Score -1.025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10250013.000000 Penalty: 3734.650391
	Iteration 26Q: 3 clusters Score -1.025001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10250010.000000 Penalty: 3734.650391
	Iteration 27Q: 3 clusters Score -1.025001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10250008.000000 Penalty: 3734.650391
	Iteration 28Q: 3 clusters Score -1.025001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10250031.000000 Penalty: 3734.650391
	Iteration 29Q: 3 clusters Score -1.025003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10250043.000000 Penalty: 3734.650391
	Iteration 30Q: 3 clusters Score -1.025004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10250034.000000 Penalty: 3734.650391
	Iteration 31Q: 3 clusters Score -1.025003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10250047.000000 Penalty: 3734.650391
	Iteration 32Q: 3 clusters Score -1.025005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10250055.000000 Penalty: 3734.650391
	Iteration 33Q: 3 clusters Score -1.025006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10250062.000000 Penalty: 3734.650391
	Iteration 34Q: 3 clusters Score -1.025006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10250066.000000 Penalty: 3734.650391
	Iteration 35Q: 3 clusters Score -1.025007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10250076.000000 Penalty: 3734.650391
	Iteration 36Q: 3 clusters Score -1.025008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10250081.000000 Penalty: 3734.650391
	Iteration 37Q: 3 clusters Score -1.025008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10250084.000000 Penalty: 3734.650391
	Iteration 38Q: 3 clusters Score -1.025008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10250089.000000 Penalty: 3734.650391
	Iteration 39Q: 3 clusters Score -1.025009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10250084.000000 Penalty: 3734.650391
	Iteration 40F: 3 clusters Score -1.025008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -299064.468750 Penalty: 1309.323853
	Iteration 0F: 2 clusters Score -299064.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -296290.875000 Penalty: 2618.647705
	Iteration 0F: 3 clusters Score -296290.9 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -297235.093750 Penalty: 2618.647705
	Iteration 1F: 3 clusters Score -297235.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -297520.906250 Penalty: 2618.647705
	Iteration 2F: 3 clusters Score -297520.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -297697.687500 Penalty: 2618.647705
	Iteration 3F: 3 clusters Score -297697.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -297857.406250 Penalty: 2618.647705
	Iteration 4F: 3 clusters Score -297857.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -298000.531250 Penalty: 2618.647705
	Iteration 5F: 3 clusters Score -298000.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -298123.031250 Penalty: 2618.647705
	Iteration 6Q: 3 clusters Score -298123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -298219.281250 Penalty: 2618.647705
	Iteration 7Q: 3 clusters Score -298219.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -298276.031250 Penalty: 2618.647705
	Iteration 8Q: 3 clusters Score -298276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -298313.343750 Penalty: 2618.647705
	Iteration 9Q: 3 clusters Score -298313.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -298343.437500 Penalty: 2618.647705
	Iteration 10Q: 3 clusters Score -298343.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -298364.437500 Penalty: 2618.647705
	Iteration 11Q: 3 clusters Score -298364.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -298377.531250 Penalty: 2618.647705
	Iteration 12Q: 3 clusters Score -298377.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -298387.843750 Penalty: 2618.647705
	Iteration 13Q: 3 clusters Score -298387.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -298395.906250 Penalty: 2618.647705
	Iteration 14Q: 3 clusters Score -298395.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -298402.968750 Penalty: 2618.647705
	Iteration 15Q: 3 clusters Score -298403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -298413.562500 Penalty: 2618.647705
	Iteration 16Q: 3 clusters Score -298413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -298426.718750 Penalty: 2618.647705
	Iteration 17Q: 3 clusters Score -298426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -298431.093750 Penalty: 2618.647705
	Iteration 18Q: 3 clusters Score -298431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -298434.281250 Penalty: 2618.647705
	Iteration 19Q: 3 clusters Score -298434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -298435.875000 Penalty: 2618.647705
	Iteration 20F: 3 clusters Score -298435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -298437.625000 Penalty: 2618.647705
	Iteration 21Q: 3 clusters Score -298437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -298441.093750 Penalty: 2618.647705
	Iteration 22Q: 3 clusters Score -298441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -298442.843750 Penalty: 2618.647705
	Iteration 23Q: 3 clusters Score -298442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -298445.218750 Penalty: 2618.647705
	Iteration 24Q: 3 clusters Score -298445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -298447.437500 Penalty: 2618.647705
	Iteration 25Q: 3 clusters Score -298447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -298447.968750 Penalty: 2618.647705
	Iteration 26Q: 3 clusters Score -298448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -298448.250000 Penalty: 2618.647705
	Iteration 27Q: 3 clusters Score -298448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -298448.250000 Penalty: 2618.647705
	Iteration 28F: 3 clusters Score -298448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Entering Unmasked Estep 
Score: -2553545.750000 Penalty: 1656.194946
	Iteration 0F: 2 clusters Score -2553546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2535566.250000 Penalty: 3312.389893
	Iteration 0F: 3 clusters Score -2535566 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2543232.250000 Penalty: 3312.389893
	Iteration 1F: 3 clusters Score -2543232 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2544443.500000 Penalty: 3312.389893
	Iteration 2F: 3 clusters Score -2544444 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2545650.500000 Penalty: 3312.389893
	Iteration 3F: 3 clusters Score -2545650 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2546716.750000 Penalty: 3312.389893
	Iteration 4F: 3 clusters Score -2546717 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2547567.000000 Penalty: 3312.389893
	Iteration 5F: 3 clusters Score -2547567 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2548081.500000 Penalty: 3312.389893
	Iteration 6F: 3 clusters Score -2548082 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2548353.000000 Penalty: 3312.389893
	Iteration 7Q: 3 clusters Score -2548353 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2548504.750000 Penalty: 3312.389893
	Iteration 8Q: 3 clusters Score -2548505 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2548627.750000 Penalty: 3312.389893
	Iteration 9Q: 3 clusters Score -2548628 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2548717.000000 Penalty: 3312.389893
	Iteration 10Q: 3 clusters Score -2548717 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2548780.250000 Penalty: 3312.389893
	Iteration 11Q: 3 clusters Score -2548780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2548846.000000 Penalty: 3312.389893
	Iteration 12Q: 3 clusters Score -2548846 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2548902.500000 Penalty: 3312.389893
	Iteration 13Q: 3 clusters Score -2548902 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2548988.000000 Penalty: 3312.389893
	Iteration 14Q: 3 clusters Score -2548988 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2549085.000000 Penalty: 3312.389893
	Iteration 15Q: 3 clusters Score -2549085 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2549209.250000 Penalty: 3312.389893
	Iteration 16Q: 3 clusters Score -2549209 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2549368.500000 Penalty: 3312.389893
	Iteration 17Q: 3 clusters Score -2549368 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2549531.000000 Penalty: 3312.389893
	Iteration 18Q: 3 clusters Score -2549531 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2549769.750000 Penalty: 3312.389893
	Iteration 19Q: 3 clusters Score -2549770 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2550011.500000 Penalty: 3312.389893
	Iteration 20F: 3 clusters Score -2550012 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2550319.500000 Penalty: 3312.389893
	Iteration 21Q: 3 clusters Score -2550320 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2550668.500000 Penalty: 3312.389893
	Iteration 22Q: 3 clusters Score -2550668 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2551091.250000 Penalty: 3312.389893
	Iteration 23Q: 3 clusters Score -2551091 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2551444.750000 Penalty: 3312.389893
	Iteration 24Q: 3 clusters Score -2551445 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2551753.500000 Penalty: 3312.389893
	Iteration 25Q: 3 clusters Score -2551754 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2552032.250000 Penalty: 3312.389893
	Iteration 26Q: 3 clusters Score -2552032 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2552269.000000 Penalty: 3312.389893
	Iteration 27Q: 3 clusters Score -2552269 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -2552437.250000 Penalty: 3312.389893
	Iteration 28Q: 3 clusters Score -2552437 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2552537.000000 Penalty: 3312.389893
	Iteration 29Q: 3 clusters Score -2552537 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2552632.500000 Penalty: 3312.389893
	Iteration 30Q: 3 clusters Score -2552632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2552703.000000 Penalty: 3312.389893
	Iteration 31Q: 3 clusters Score -2552703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -2552767.500000 Penalty: 3312.389893
	Iteration 32Q: 3 clusters Score -2552768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -2552821.500000 Penalty: 3312.389893
	Iteration 33Q: 3 clusters Score -2552822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2552862.000000 Penalty: 3312.389893
	Iteration 34Q: 3 clusters Score -2552862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2552894.250000 Penalty: 3312.389893
	Iteration 35Q: 3 clusters Score -2552894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2552921.250000 Penalty: 3312.389893
	Iteration 36Q: 3 clusters Score -2552921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2552967.250000 Penalty: 3312.389893
	Iteration 37Q: 3 clusters Score -2552967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2552994.000000 Penalty: 3312.389893
	Iteration 38Q: 3 clusters Score -2552994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2553016.500000 Penalty: 3312.389893
	Iteration 39Q: 3 clusters Score -2553016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2553036.000000 Penalty: 3312.389893
	Iteration 40F: 3 clusters Score -2553036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2553055.250000 Penalty: 3312.389893
	Iteration 41Q: 3 clusters Score -2553055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2553061.250000 Penalty: 3312.389893
	Iteration 42Q: 3 clusters Score -2553061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2553067.500000 Penalty: 3312.389893
	Iteration 43Q: 3 clusters Score -2553068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2553069.750000 Penalty: 3312.389893
	Iteration 44Q: 3 clusters Score -2553070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2553081.750000 Penalty: 3312.389893
	Iteration 45Q: 3 clusters Score -2553082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2553085.750000 Penalty: 3312.389893
	Iteration 46Q: 3 clusters Score -2553086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2553086.750000 Penalty: 3312.389893
	Iteration 47Q: 3 clusters Score -2553087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2553088.500000 Penalty: 3312.389893
	Iteration 48Q: 3 clusters Score -2553088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2553095.250000 Penalty: 3312.389893
	Iteration 49Q: 3 clusters Score -2553095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2553096.250000 Penalty: 3312.389893
	Iteration 50Q: 3 clusters Score -2553096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2553097.500000 Penalty: 3312.389893
	Iteration 51Q: 3 clusters Score -2553098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2553096.250000 Penalty: 3312.389893
	Iteration 52Q: 3 clusters Score -2553096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -2553099.750000 Penalty: 3312.389893
	Iteration 53Q: 3 clusters Score -2553100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2553097.500000 Penalty: 3312.389893
	Iteration 54Q: 3 clusters Score -2553098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2553100.250000 Penalty: 3312.389893
	Iteration 55Q: 3 clusters Score -2553100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2553101.750000 Penalty: 3312.389893
	Iteration 56Q: 3 clusters Score -2553102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2553101.500000 Penalty: 3312.389893
	Iteration 57Q: 3 clusters Score -2553102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2553097.750000 Penalty: 3312.389893
	Iteration 58Q: 3 clusters Score -2553098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -2553098.000000 Penalty: 3312.389893
	Iteration 59Q: 3 clusters Score -2553098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2553101.750000 Penalty: 3312.389893
	Iteration 60F: 3 clusters Score -2553102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2553104.750000 Penalty: 3312.389893
	Iteration 61Q: 3 clusters Score -2553105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2553104.000000 Penalty: 3312.389893
	Iteration 62Q: 3 clusters Score -2553104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2553104.500000 Penalty: 3312.389893
	Iteration 63Q: 3 clusters Score -2553104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2553104.500000 Penalty: 3312.389893
	Iteration 64F: 3 clusters Score -2553104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -400387.000000 Penalty: 1353.804443
	Iteration 0F: 2 clusters Score -400387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -396922.218750 Penalty: 2707.608887
	Iteration 0F: 3 clusters Score -396922.2 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -397933.343750 Penalty: 2707.608887
	Iteration 1F: 3 clusters Score -397933.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -398183.218750 Penalty: 2707.608887
	Iteration 2F: 3 clusters Score -398183.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -398429.562500 Penalty: 2707.608887
	Iteration 3F: 3 clusters Score -398429.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -398690.625000 Penalty: 2707.608887
	Iteration 4F: 3 clusters Score -398690.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -399041.468750 Penalty: 2707.608887
	Iteration 5F: 3 clusters Score -399041.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -399459.312500 Penalty: 2707.608887
	Iteration 6F: 3 clusters Score -399459.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -399781.562500 Penalty: 2707.608887
	Iteration 7F: 3 clusters Score -399781.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -399955.968750 Penalty: 2707.608887
	Iteration 8Q: 3 clusters Score -399956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -400035.468750 Penalty: 2707.608887
	Iteration 9Q: 3 clusters Score -400035.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -400082.125000 Penalty: 2707.608887
	Iteration 10Q: 3 clusters Score -400082.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -400113.218750 Penalty: 2707.608887
	Iteration 11Q: 3 clusters Score -400113.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -400133.781250 Penalty: 2707.608887
	Iteration 12Q: 3 clusters Score -400133.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -400145.375000 Penalty: 2707.608887
	Iteration 13Q: 3 clusters Score -400145.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -400155.875000 Penalty: 2707.608887
	Iteration 14Q: 3 clusters Score -400155.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -400161.625000 Penalty: 2707.608887
	Iteration 15Q: 3 clusters Score -400161.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -400166.625000 Penalty: 2707.608887
	Iteration 16Q: 3 clusters Score -400166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -400168.593750 Penalty: 2707.608887
	Iteration 17Q: 3 clusters Score -400168.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -400172.312500 Penalty: 2707.608887
	Iteration 18Q: 3 clusters Score -400172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -400173.781250 Penalty: 2707.608887
	Iteration 19Q: 3 clusters Score -400173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -400174.718750 Penalty: 2707.608887
	Iteration 20F: 3 clusters Score -400174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -400175.000000 Penalty: 2707.608887
	Iteration 21Q: 3 clusters Score -400175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -400176.187500 Penalty: 2707.608887
	Iteration 22Q: 3 clusters Score -400176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -400176.562500 Penalty: 2707.608887
	Iteration 23Q: 3 clusters Score -400176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -400176.156250 Penalty: 2707.608887
	Iteration 24Q: 3 clusters Score -400176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -400176.218750 Penalty: 2707.608887
	Iteration 25Q: 3 clusters Score -400176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -400176.218750 Penalty: 2707.608887
	Iteration 26F: 3 clusters Score -400176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -476229.781250 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -476229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -472307.375000 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -472307.4 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -473590.781250 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -473590.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -473916.187500 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -473916.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -474265.625000 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -474265.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -474613.343750 Penalty: 2767.502197
	Iteration 4F: 3 clusters Score -474613.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -474956.375000 Penalty: 2767.502197
	Iteration 5F: 3 clusters Score -474956.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -475175.781250 Penalty: 2767.502197
	Iteration 6F: 3 clusters Score -475175.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -475295.281250 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -475295.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -475366.593750 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -475366.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -475419.906250 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -475419.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -475454.937500 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -475454.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -475479.906250 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -475479.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -475502.375000 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -475502.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -475518.750000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -475518.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -475530.968750 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -475531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -475537.937500 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -475537.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -475544.125000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -475544.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -475551.000000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -475551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -475555.062500 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -475555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -475558.000000 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -475558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -475560.750000 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -475560.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -475564.625000 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -475564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -475568.625000 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -475568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -475573.906250 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -475573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -475578.437500 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -475578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -475583.562500 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -475583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -475590.125000 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -475590.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -475597.593750 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -475597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -475605.656250 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -475605.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -475613.843750 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -475613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -475619.125000 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -475619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -475623.750000 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -475623.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -475629.375000 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -475629.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -475639.000000 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -475639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -475646.062500 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -475646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -475650.187500 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -475650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -475656.781250 Penalty: 2767.502197
	Iteration 36Q: 3 clusters Score -475656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -475662.687500 Penalty: 2767.502197
	Iteration 37Q: 3 clusters Score -475662.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -475666.593750 Penalty: 2767.502197
	Iteration 38Q: 3 clusters Score -475666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -475668.281250 Penalty: 2767.502197
	Iteration 39Q: 3 clusters Score -475668.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -475672.125000 Penalty: 2767.502197
	Iteration 40F: 3 clusters Score -475672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -475674.843750 Penalty: 2767.502197
	Iteration 41Q: 3 clusters Score -475674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -475681.125000 Penalty: 2767.502197
	Iteration 42Q: 3 clusters Score -475681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -475686.125000 Penalty: 2767.502197
	Iteration 43Q: 3 clusters Score -475686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -475689.562500 Penalty: 2767.502197
	Iteration 44Q: 3 clusters Score -475689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -475694.375000 Penalty: 2767.502197
	Iteration 45Q: 3 clusters Score -475694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -475698.406250 Penalty: 2767.502197
	Iteration 46Q: 3 clusters Score -475698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -475701.781250 Penalty: 2767.502197
	Iteration 47Q: 3 clusters Score -475701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -475703.562500 Penalty: 2767.502197
	Iteration 48Q: 3 clusters Score -475703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -475706.000000 Penalty: 2767.502197
	Iteration 49Q: 3 clusters Score -475706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -475707.437500 Penalty: 2767.502197
	Iteration 50Q: 3 clusters Score -475707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -475710.375000 Penalty: 2767.502197
	Iteration 51Q: 3 clusters Score -475710.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -475715.343750 Penalty: 2767.502197
	Iteration 52Q: 3 clusters Score -475715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -475718.312500 Penalty: 2767.502197
	Iteration 53Q: 3 clusters Score -475718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -475723.343750 Penalty: 2767.502197
	Iteration 54Q: 3 clusters Score -475723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -475727.312500 Penalty: 2767.502197
	Iteration 55Q: 3 clusters Score -475727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -475730.187500 Penalty: 2767.502197
	Iteration 56Q: 3 clusters Score -475730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -475732.625000 Penalty: 2767.502197
	Iteration 57Q: 3 clusters Score -475732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -475733.218750 Penalty: 2767.502197
	Iteration 58Q: 3 clusters Score -475733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -475734.750000 Penalty: 2767.502197
	Iteration 59Q: 3 clusters Score -475734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -475734.437500 Penalty: 2767.502197
	Iteration 60F: 3 clusters Score -475734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -475735.062500 Penalty: 2767.502197
	Iteration 61Q: 3 clusters Score -475735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -475735.312500 Penalty: 2767.502197
	Iteration 62Q: 3 clusters Score -475735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -475735.250000 Penalty: 2767.502197
	Iteration 63Q: 3 clusters Score -475735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -475736.593750 Penalty: 2767.502197
	Iteration 64Q: 3 clusters Score -475736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -475736.593750 Penalty: 2767.502197
	Iteration 65F: 3 clusters Score -475736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -831685.062500 Penalty: 1466.773315
	Iteration 0F: 2 clusters Score -831685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -825539.937500 Penalty: 2933.546631
	Iteration 0F: 3 clusters Score -825539.9 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -827799.000000 Penalty: 2933.546631
	Iteration 1F: 3 clusters Score -827799 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -828433.375000 Penalty: 2933.546631
	Iteration 2F: 3 clusters Score -828433.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -829281.875000 Penalty: 2933.546631
	Iteration 3F: 3 clusters Score -829281.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -830220.625000 Penalty: 2933.546631
	Iteration 4F: 3 clusters Score -830220.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -830960.000000 Penalty: 2933.546631
	Iteration 5F: 3 clusters Score -830960 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -831360.625000 Penalty: 2933.546631
	Iteration 6F: 3 clusters Score -831360.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -831566.250000 Penalty: 2933.546631
	Iteration 7Q: 3 clusters Score -831566.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -831684.062500 Penalty: 2933.546631
	Iteration 8Q: 3 clusters Score -831684.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -831749.625000 Penalty: 2933.546631
	Iteration 9Q: 3 clusters Score -831749.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -831785.937500 Penalty: 2933.546631
	Iteration 10Q: 3 clusters Score -831785.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -831811.250000 Penalty: 2933.546631
	Iteration 11Q: 3 clusters Score -831811.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -831816.500000 Penalty: 2933.546631
	Iteration 12Q: 3 clusters Score -831816.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -831821.687500 Penalty: 2933.546631
	Iteration 13Q: 3 clusters Score -831821.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -831824.375000 Penalty: 2933.546631
	Iteration 14Q: 3 clusters Score -831824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -831823.687500 Penalty: 2933.546631
	Iteration 15Q: 3 clusters Score -831823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -831825.750000 Penalty: 2933.546631
	Iteration 16Q: 3 clusters Score -831825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -831826.000000 Penalty: 2933.546631
	Iteration 17Q: 3 clusters Score -831826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -831828.312500 Penalty: 2933.546631
	Iteration 18Q: 3 clusters Score -831828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -831826.312500 Penalty: 2933.546631
	Iteration 19Q: 3 clusters Score -831826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -831827.812500 Penalty: 2933.546631
	Iteration 20F: 3 clusters Score -831827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -831829.125000 Penalty: 2933.546631
	Iteration 21Q: 3 clusters Score -831829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -831827.562500 Penalty: 2933.546631
	Iteration 22Q: 3 clusters Score -831827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -831828.250000 Penalty: 2933.546631
	Iteration 23Q: 3 clusters Score -831828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -831828.437500 Penalty: 2933.546631
	Iteration 24Q: 3 clusters Score -831828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -831830.062500 Penalty: 2933.546631
	Iteration 25Q: 3 clusters Score -831830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -831830.187500 Penalty: 2933.546631
	Iteration 26Q: 3 clusters Score -831830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -831830.187500 Penalty: 2933.546631
	Iteration 27F: 3 clusters Score -831830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 2858 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 17542 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 5461 members 
Entering Unmasked Estep 
Score: -154061040.000000 Penalty: 106475.343750
Splitting cluster 29 changes total score from -154061968.000000 to -154061040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (54489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Entering Unmasked Estep 
Score: -5719264.000000 Penalty: 1772.185059
	Iteration 0F: 2 clusters Score -5719264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -5682802.000000 Penalty: 3544.370117
	Iteration 0F: 3 clusters Score -5682802 nChanged 25638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -5697635.500000 Penalty: 3544.370117
	Iteration 1F: 3 clusters Score -5697636 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -5698554.500000 Penalty: 3544.370117
	Iteration 2Q: 3 clusters Score -5698554 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -5699732.000000 Penalty: 3544.370117
	Iteration 3F: 3 clusters Score -5699732 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -5701376.000000 Penalty: 3544.370117
	Iteration 4F: 3 clusters Score -5701376 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5703519.500000 Penalty: 3544.370117
	Iteration 5F: 3 clusters Score -5703520 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -5705898.000000 Penalty: 3544.370117
	Iteration 6F: 3 clusters Score -5705898 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5708193.500000 Penalty: 3544.370117
	Iteration 7F: 3 clusters Score -5708194 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -5710321.000000 Penalty: 3544.370117
	Iteration 8F: 3 clusters Score -5710321 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -5712114.000000 Penalty: 3544.370117
	Iteration 9Q: 3 clusters Score -5712114 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -5713547.000000 Penalty: 3544.370117
	Iteration 10Q: 3 clusters Score -5713547 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -5714830.500000 Penalty: 3544.370117
	Iteration 11Q: 3 clusters Score -5714830 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -5715856.500000 Penalty: 3544.370117
	Iteration 12Q: 3 clusters Score -5715856 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -5716545.500000 Penalty: 3544.370117
	Iteration 13Q: 3 clusters Score -5716546 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -5717068.500000 Penalty: 3544.370117
	Iteration 14Q: 3 clusters Score -5717068 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -5717317.000000 Penalty: 3544.370117
	Iteration 15Q: 3 clusters Score -5717317 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -5717474.000000 Penalty: 3544.370117
	Iteration 16Q: 3 clusters Score -5717474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -5717579.000000 Penalty: 3544.370117
	Iteration 17Q: 3 clusters Score -5717579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -5717641.000000 Penalty: 3544.370117
	Iteration 18Q: 3 clusters Score -5717641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -5717698.000000 Penalty: 3544.370117
	Iteration 19Q: 3 clusters Score -5717698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -5717723.000000 Penalty: 3544.370117
	Iteration 20F: 3 clusters Score -5717723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -5717746.000000 Penalty: 3544.370117
	Iteration 21Q: 3 clusters Score -5717746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -5717748.000000 Penalty: 3544.370117
	Iteration 22Q: 3 clusters Score -5717748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -5717765.500000 Penalty: 3544.370117
	Iteration 23Q: 3 clusters Score -5717766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -5717776.000000 Penalty: 3544.370117
	Iteration 24Q: 3 clusters Score -5717776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -5717780.000000 Penalty: 3544.370117
	Iteration 25Q: 3 clusters Score -5717780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -5717783.000000 Penalty: 3544.370117
	Iteration 26Q: 3 clusters Score -5717783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -5717786.000000 Penalty: 3544.370117
	Iteration 27Q: 3 clusters Score -5717786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -5717789.000000 Penalty: 3544.370117
	Iteration 28Q: 3 clusters Score -5717789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -5717787.500000 Penalty: 3544.370117
	Iteration 29Q: 3 clusters Score -5717788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -5717787.500000 Penalty: 3544.370117
	Iteration 30F: 3 clusters Score -5717788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -328900.375000 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -328900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -325976.906250 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -325976.9 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -326694.156250 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -326694.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -326951.531250 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -326951.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -327125.406250 Penalty: 2634.911133
	Iteration 3F: 3 clusters Score -327125.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -327236.406250 Penalty: 2634.911133
	Iteration 4F: 3 clusters Score -327236.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -327329.531250 Penalty: 2634.911133
	Iteration 5Q: 3 clusters Score -327329.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -327415.531250 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -327415.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -327478.625000 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -327478.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -327524.281250 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -327524.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -327585.000000 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -327585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -327671.843750 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -327671.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -327769.093750 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -327769.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -327843.656250 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -327843.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -327904.125000 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -327904.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -327956.218750 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -327956.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -327983.531250 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -327983.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -328009.875000 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -328009.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -328030.687500 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -328030.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -328048.125000 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -328048.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -328070.406250 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -328070.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -328106.781250 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -328106.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -328189.968750 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -328190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -328277.875000 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -328277.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -328370.468750 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -328370.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -328468.687500 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -328468.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -328530.312500 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -328530.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -328578.468750 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -328578.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -328601.125000 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -328601.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -328613.687500 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -328613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -328622.312500 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -328622.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -328626.406250 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -328626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -328628.968750 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -328629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -328630.687500 Penalty: 2634.911133
	Iteration 32Q: 3 clusters Score -328630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -328630.187500 Penalty: 2634.911133
	Iteration 33Q: 3 clusters Score -328630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -328630.718750 Penalty: 2634.911133
	Iteration 34Q: 3 clusters Score -328630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -328630.718750 Penalty: 2634.911133
	Iteration 35F: 3 clusters Score -328630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Entering Unmasked Estep 
Score: -1754955.625000 Penalty: 1588.007446
	Iteration 0F: 2 clusters Score -1754956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1742888.750000 Penalty: 3176.014893
	Iteration 0F: 3 clusters Score -1742889 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1747504.000000 Penalty: 3176.014893
	Iteration 1F: 3 clusters Score -1747504 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1748215.000000 Penalty: 3176.014893
	Iteration 2F: 3 clusters Score -1748215 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1749124.125000 Penalty: 3176.014893
	Iteration 3F: 3 clusters Score -1749124 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1750167.375000 Penalty: 3176.014893
	Iteration 4F: 3 clusters Score -1750167 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1751434.500000 Penalty: 3176.014893
	Iteration 5F: 3 clusters Score -1751434 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1752941.250000 Penalty: 3176.014893
	Iteration 6F: 3 clusters Score -1752941 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1754197.000000 Penalty: 3176.014893
	Iteration 7F: 3 clusters Score -1754197 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1754900.375000 Penalty: 3176.014893
	Iteration 8F: 3 clusters Score -1754900 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1755226.000000 Penalty: 3176.014893
	Iteration 9Q: 3 clusters Score -1755226 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1755387.000000 Penalty: 3176.014893
	Iteration 10Q: 3 clusters Score -1755387 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1755467.250000 Penalty: 3176.014893
	Iteration 11Q: 3 clusters Score -1755467 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1755529.000000 Penalty: 3176.014893
	Iteration 12Q: 3 clusters Score -1755529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1755565.125000 Penalty: 3176.014893
	Iteration 13Q: 3 clusters Score -1755565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1755581.375000 Penalty: 3176.014893
	Iteration 14Q: 3 clusters Score -1755581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1755599.375000 Penalty: 3176.014893
	Iteration 15Q: 3 clusters Score -1755599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1755613.875000 Penalty: 3176.014893
	Iteration 16Q: 3 clusters Score -1755614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1755615.625000 Penalty: 3176.014893
	Iteration 17Q: 3 clusters Score -1755616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1755621.125000 Penalty: 3176.014893
	Iteration 18Q: 3 clusters Score -1755621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1755621.750000 Penalty: 3176.014893
	Iteration 19Q: 3 clusters Score -1755622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1755628.000000 Penalty: 3176.014893
	Iteration 20F: 3 clusters Score -1755628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1755632.625000 Penalty: 3176.014893
	Iteration 21Q: 3 clusters Score -1755633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1755629.500000 Penalty: 3176.014893
	Iteration 22Q: 3 clusters Score -1755630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1755640.500000 Penalty: 3176.014893
	Iteration 23Q: 3 clusters Score -1755640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1755644.500000 Penalty: 3176.014893
	Iteration 24Q: 3 clusters Score -1755644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1755643.375000 Penalty: 3176.014893
	Iteration 25Q: 3 clusters Score -1755643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1755647.125000 Penalty: 3176.014893
	Iteration 26Q: 3 clusters Score -1755647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1755648.375000 Penalty: 3176.014893
	Iteration 27Q: 3 clusters Score -1755648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1755648.875000 Penalty: 3176.014893
	Iteration 28Q: 3 clusters Score -1755649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1755651.000000 Penalty: 3176.014893
	Iteration 29Q: 3 clusters Score -1755651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1755648.875000 Penalty: 3176.014893
	Iteration 30Q: 3 clusters Score -1755649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1755647.875000 Penalty: 3176.014893
	Iteration 31Q: 3 clusters Score -1755648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1755655.875000 Penalty: 3176.014893
	Iteration 32Q: 3 clusters Score -1755656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1755657.375000 Penalty: 3176.014893
	Iteration 33Q: 3 clusters Score -1755657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1755657.125000 Penalty: 3176.014893
	Iteration 34Q: 3 clusters Score -1755657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1755656.500000 Penalty: 3176.014893
	Iteration 35Q: 3 clusters Score -1755656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1755654.500000 Penalty: 3176.014893
	Iteration 36Q: 3 clusters Score -1755654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1755652.875000 Penalty: 3176.014893
	Iteration 37Q: 3 clusters Score -1755653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1755656.500000 Penalty: 3176.014893
	Iteration 38Q: 3 clusters Score -1755656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1755664.250000 Penalty: 3176.014893
	Iteration 39Q: 3 clusters Score -1755664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1755662.250000 Penalty: 3176.014893
	Iteration 40F: 3 clusters Score -1755662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1755662.875000 Penalty: 3176.014893
	Iteration 41Q: 3 clusters Score -1755663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1755668.625000 Penalty: 3176.014893
	Iteration 42Q: 3 clusters Score -1755669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1755671.875000 Penalty: 3176.014893
	Iteration 43Q: 3 clusters Score -1755672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1755675.625000 Penalty: 3176.014893
	Iteration 44Q: 3 clusters Score -1755676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1755677.500000 Penalty: 3176.014893
	Iteration 45Q: 3 clusters Score -1755678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1755685.875000 Penalty: 3176.014893
	Iteration 46Q: 3 clusters Score -1755686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1755687.625000 Penalty: 3176.014893
	Iteration 47Q: 3 clusters Score -1755688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1755697.250000 Penalty: 3176.014893
	Iteration 48Q: 3 clusters Score -1755697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1755695.000000 Penalty: 3176.014893
	Iteration 49Q: 3 clusters Score -1755695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1755700.000000 Penalty: 3176.014893
	Iteration 50Q: 3 clusters Score -1755700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1755703.125000 Penalty: 3176.014893
	Iteration 51Q: 3 clusters Score -1755703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1755712.750000 Penalty: 3176.014893
	Iteration 52Q: 3 clusters Score -1755713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1755722.500000 Penalty: 3176.014893
	Iteration 53Q: 3 clusters Score -1755722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1755736.750000 Penalty: 3176.014893
	Iteration 54Q: 3 clusters Score -1755737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1755759.000000 Penalty: 3176.014893
	Iteration 55Q: 3 clusters Score -1755759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1755781.000000 Penalty: 3176.014893
	Iteration 56Q: 3 clusters Score -1755781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1755798.375000 Penalty: 3176.014893
	Iteration 57Q: 3 clusters Score -1755798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1755829.500000 Penalty: 3176.014893
	Iteration 58Q: 3 clusters Score -1755830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1755918.375000 Penalty: 3176.014893
	Iteration 59Q: 3 clusters Score -1755918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1756084.875000 Penalty: 3176.014893
	Iteration 60F: 3 clusters Score -1756085 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1756265.875000 Penalty: 3176.014893
	Iteration 61Q: 3 clusters Score -1756266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1756375.875000 Penalty: 3176.014893
	Iteration 62Q: 3 clusters Score -1756376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1756425.875000 Penalty: 3176.014893
	Iteration 63Q: 3 clusters Score -1756426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1756451.625000 Penalty: 3176.014893
	Iteration 64Q: 3 clusters Score -1756452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1756458.625000 Penalty: 3176.014893
	Iteration 65Q: 3 clusters Score -1756459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1756466.750000 Penalty: 3176.014893
	Iteration 66Q: 3 clusters Score -1756467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1756466.000000 Penalty: 3176.014893
	Iteration 67Q: 3 clusters Score -1756466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1756470.375000 Penalty: 3176.014893
	Iteration 68Q: 3 clusters Score -1756470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1756470.500000 Penalty: 3176.014893
	Iteration 69Q: 3 clusters Score -1756470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1756472.500000 Penalty: 3176.014893
	Iteration 70Q: 3 clusters Score -1756472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1756474.375000 Penalty: 3176.014893
	Iteration 71Q: 3 clusters Score -1756474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1756473.125000 Penalty: 3176.014893
	Iteration 72Q: 3 clusters Score -1756473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1756473.125000 Penalty: 3176.014893
	Iteration 73F: 3 clusters Score -1756473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 5997 members 
Entering Unmasked Estep 
Score: -154062016.000000 Penalty: 106475.343750
Splitting cluster 32 changes total score from -154061968.000000 to -154062016.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -241024.484375 Penalty: 1285.530518
	Iteration 0F: 2 clusters Score -241024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -238581.343750 Penalty: 2571.061035
	Iteration 0F: 3 clusters Score -238581.3 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -239566.953125 Penalty: 2571.061035
	Iteration 1F: 3 clusters Score -239567 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -239945.625000 Penalty: 2571.061035
	Iteration 2F: 3 clusters Score -239945.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -240268.140625 Penalty: 2571.061035
	Iteration 3F: 3 clusters Score -240268.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -240539.890625 Penalty: 2571.061035
	Iteration 4F: 3 clusters Score -240539.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -240683.375000 Penalty: 2571.061035
	Iteration 5F: 3 clusters Score -240683.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -240752.234375 Penalty: 2571.061035
	Iteration 6Q: 3 clusters Score -240752.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -240799.093750 Penalty: 2571.061035
	Iteration 7Q: 3 clusters Score -240799.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -240831.578125 Penalty: 2571.061035
	Iteration 8Q: 3 clusters Score -240831.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240853.640625 Penalty: 2571.061035
	Iteration 9Q: 3 clusters Score -240853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240866.984375 Penalty: 2571.061035
	Iteration 10Q: 3 clusters Score -240867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -240877.578125 Penalty: 2571.061035
	Iteration 11Q: 3 clusters Score -240877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240881.421875 Penalty: 2571.061035
	Iteration 12Q: 3 clusters Score -240881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -240885.140625 Penalty: 2571.061035
	Iteration 13Q: 3 clusters Score -240885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -240892.859375 Penalty: 2571.061035
	Iteration 14Q: 3 clusters Score -240892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -240898.453125 Penalty: 2571.061035
	Iteration 15Q: 3 clusters Score -240898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -240902.343750 Penalty: 2571.061035
	Iteration 16Q: 3 clusters Score -240902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -240904.140625 Penalty: 2571.061035
	Iteration 17Q: 3 clusters Score -240904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -240904.437500 Penalty: 2571.061035
	Iteration 18Q: 3 clusters Score -240904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -240904.765625 Penalty: 2571.061035
	Iteration 19Q: 3 clusters Score -240904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -240908.781250 Penalty: 2571.061035
	Iteration 20F: 3 clusters Score -240908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -240930.015625 Penalty: 2571.061035
	Iteration 21Q: 3 clusters Score -240930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -240952.296875 Penalty: 2571.061035
	Iteration 22Q: 3 clusters Score -240952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -240959.359375 Penalty: 2571.061035
	Iteration 23Q: 3 clusters Score -240959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240962.062500 Penalty: 2571.061035
	Iteration 24Q: 3 clusters Score -240962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240965.328125 Penalty: 2571.061035
	Iteration 25Q: 3 clusters Score -240965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240966.718750 Penalty: 2571.061035
	Iteration 26Q: 3 clusters Score -240966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240967.718750 Penalty: 2571.061035
	Iteration 27Q: 3 clusters Score -240967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240970.156250 Penalty: 2571.061035
	Iteration 28Q: 3 clusters Score -240970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240970.281250 Penalty: 2571.061035
	Iteration 29Q: 3 clusters Score -240970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -240971.406250 Penalty: 2571.061035
	Iteration 30Q: 3 clusters Score -240971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240971.171875 Penalty: 2571.061035
	Iteration 31Q: 3 clusters Score -240971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240971.171875 Penalty: 2571.061035
	Iteration 32F: 3 clusters Score -240971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -745450.625000 Penalty: 1438.325439
	Iteration 0F: 2 clusters Score -745450.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -740230.750000 Penalty: 2876.650879
	Iteration 0F: 3 clusters Score -740230.8 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -741943.000000 Penalty: 2876.650879
	Iteration 1F: 3 clusters Score -741943 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -742406.625000 Penalty: 2876.650879
	Iteration 2F: 3 clusters Score -742406.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -742933.750000 Penalty: 2876.650879
	Iteration 3F: 3 clusters Score -742933.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -743483.937500 Penalty: 2876.650879
	Iteration 4F: 3 clusters Score -743483.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -743886.875000 Penalty: 2876.650879
	Iteration 5F: 3 clusters Score -743886.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -744193.500000 Penalty: 2876.650879
	Iteration 6F: 3 clusters Score -744193.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -744419.937500 Penalty: 2876.650879
	Iteration 7Q: 3 clusters Score -744419.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -744561.625000 Penalty: 2876.650879
	Iteration 8Q: 3 clusters Score -744561.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -744653.750000 Penalty: 2876.650879
	Iteration 9Q: 3 clusters Score -744653.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -744714.125000 Penalty: 2876.650879
	Iteration 10Q: 3 clusters Score -744714.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -744739.812500 Penalty: 2876.650879
	Iteration 11Q: 3 clusters Score -744739.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -744752.937500 Penalty: 2876.650879
	Iteration 12Q: 3 clusters Score -744752.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -744763.625000 Penalty: 2876.650879
	Iteration 13Q: 3 clusters Score -744763.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -744775.125000 Penalty: 2876.650879
	Iteration 14Q: 3 clusters Score -744775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -744781.500000 Penalty: 2876.650879
	Iteration 15Q: 3 clusters Score -744781.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -744789.437500 Penalty: 2876.650879
	Iteration 16Q: 3 clusters Score -744789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -744794.812500 Penalty: 2876.650879
	Iteration 17Q: 3 clusters Score -744794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -744801.187500 Penalty: 2876.650879
	Iteration 18Q: 3 clusters Score -744801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -744802.875000 Penalty: 2876.650879
	Iteration 19Q: 3 clusters Score -744802.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -744805.687500 Penalty: 2876.650879
	Iteration 20F: 3 clusters Score -744805.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -744808.750000 Penalty: 2876.650879
	Iteration 21Q: 3 clusters Score -744808.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -744813.437500 Penalty: 2876.650879
	Iteration 22Q: 3 clusters Score -744813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -744813.125000 Penalty: 2876.650879
	Iteration 23Q: 3 clusters Score -744813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -744815.000000 Penalty: 2876.650879
	Iteration 24Q: 3 clusters Score -744815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -744814.562500 Penalty: 2876.650879
	Iteration 25Q: 3 clusters Score -744814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -744814.562500 Penalty: 2876.650879
	Iteration 26Q: 3 clusters Score -744814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -744814.562500 Penalty: 2876.650879
	Iteration 27F: 3 clusters Score -744814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Entering Unmasked Estep 
Score: -3163890.500000 Penalty: 1678.029297
	Iteration 0F: 2 clusters Score -3163890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3143565.000000 Penalty: 3356.058594
	Iteration 0F: 3 clusters Score -3143565 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3151154.000000 Penalty: 3356.058594
	Iteration 1F: 3 clusters Score -3151154 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3151579.750000 Penalty: 3356.058594
	Iteration 2Q: 3 clusters Score -3151580 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3152067.500000 Penalty: 3356.058594
	Iteration 3Q: 3 clusters Score -3152068 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3152599.250000 Penalty: 3356.058594
	Iteration 4Q: 3 clusters Score -3152599 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3153254.750000 Penalty: 3356.058594
	Iteration 5Q: 3 clusters Score -3153255 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3154086.500000 Penalty: 3356.058594
	Iteration 6Q: 3 clusters Score -3154086 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3155140.750000 Penalty: 3356.058594
	Iteration 7F: 3 clusters Score -3155141 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3156356.250000 Penalty: 3356.058594
	Iteration 8F: 3 clusters Score -3156356 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3157577.750000 Penalty: 3356.058594
	Iteration 9F: 3 clusters Score -3157578 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3158690.750000 Penalty: 3356.058594
	Iteration 10Q: 3 clusters Score -3158691 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3159602.500000 Penalty: 3356.058594
	Iteration 11Q: 3 clusters Score -3159602 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3160326.250000 Penalty: 3356.058594
	Iteration 12Q: 3 clusters Score -3160326 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3160834.250000 Penalty: 3356.058594
	Iteration 13Q: 3 clusters Score -3160834 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3161242.500000 Penalty: 3356.058594
	Iteration 14Q: 3 clusters Score -3161242 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3161542.500000 Penalty: 3356.058594
	Iteration 15Q: 3 clusters Score -3161542 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3161833.000000 Penalty: 3356.058594
	Iteration 16Q: 3 clusters Score -3161833 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3162050.250000 Penalty: 3356.058594
	Iteration 17Q: 3 clusters Score -3162050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3162211.250000 Penalty: 3356.058594
	Iteration 18Q: 3 clusters Score -3162211 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3162357.250000 Penalty: 3356.058594
	Iteration 19Q: 3 clusters Score -3162357 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3162437.000000 Penalty: 3356.058594
	Iteration 20F: 3 clusters Score -3162437 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3162504.750000 Penalty: 3356.058594
	Iteration 21Q: 3 clusters Score -3162505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3162541.250000 Penalty: 3356.058594
	Iteration 22Q: 3 clusters Score -3162541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3162575.500000 Penalty: 3356.058594
	Iteration 23Q: 3 clusters Score -3162576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3162610.750000 Penalty: 3356.058594
	Iteration 24Q: 3 clusters Score -3162611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3162632.500000 Penalty: 3356.058594
	Iteration 25Q: 3 clusters Score -3162632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3162656.250000 Penalty: 3356.058594
	Iteration 26Q: 3 clusters Score -3162656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3162675.750000 Penalty: 3356.058594
	Iteration 27Q: 3 clusters Score -3162676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3162682.250000 Penalty: 3356.058594
	Iteration 28Q: 3 clusters Score -3162682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3162692.250000 Penalty: 3356.058594
	Iteration 29Q: 3 clusters Score -3162692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -3162701.000000 Penalty: 3356.058594
	Iteration 30Q: 3 clusters Score -3162701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3162704.250000 Penalty: 3356.058594
	Iteration 31Q: 3 clusters Score -3162704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3162707.000000 Penalty: 3356.058594
	Iteration 32Q: 3 clusters Score -3162707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3162715.500000 Penalty: 3356.058594
	Iteration 33Q: 3 clusters Score -3162716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3162714.750000 Penalty: 3356.058594
	Iteration 34Q: 3 clusters Score -3162715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -3162714.500000 Penalty: 3356.058594
	Iteration 35Q: 3 clusters Score -3162714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3162713.000000 Penalty: 3356.058594
	Iteration 36Q: 3 clusters Score -3162713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3162717.750000 Penalty: 3356.058594
	Iteration 37Q: 3 clusters Score -3162718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3162718.000000 Penalty: 3356.058594
	Iteration 38Q: 3 clusters Score -3162718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3162726.750000 Penalty: 3356.058594
	Iteration 39Q: 3 clusters Score -3162727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3162726.000000 Penalty: 3356.058594
	Iteration 40F: 3 clusters Score -3162726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3162725.000000 Penalty: 3356.058594
	Iteration 41Q: 3 clusters Score -3162725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3162725.000000 Penalty: 3356.058594
	Iteration 42F: 3 clusters Score -3162725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Entering Unmasked Estep 
Score: -16175286.000000 Penalty: 1942.502319
	Iteration 0F: 2 clusters Score -1.617529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -16074029.000000 Penalty: 3885.004639
	Iteration 0F: 3 clusters Score -1.607403e+07 nChanged 74883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -16118362.000000 Penalty: 3885.004639
	Iteration 1F: 3 clusters Score -1.611836e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -16119992.000000 Penalty: 3885.004639
	Iteration 2Q: 3 clusters Score -1.611999e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -16123118.000000 Penalty: 3885.004639
	Iteration 3Q: 3 clusters Score -1.612312e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -16128628.000000 Penalty: 3885.004639
	Iteration 4F: 3 clusters Score -1.612863e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -16137791.000000 Penalty: 3885.004639
	Iteration 5F: 3 clusters Score -1.613779e+07 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -16150172.000000 Penalty: 3885.004639
	Iteration 6F: 3 clusters Score -1.615017e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138684 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -16161328.000000 Penalty: 3885.004639
	Iteration 7F: 3 clusters Score -1.616133e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146398 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -16168402.000000 Penalty: 3885.004639
	Iteration 8Q: 3 clusters Score -1.61684e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150571 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -16171533.000000 Penalty: 3885.004639
	Iteration 9Q: 3 clusters Score -1.617153e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -16172679.000000 Penalty: 3885.004639
	Iteration 10Q: 3 clusters Score -1.617268e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -16173127.000000 Penalty: 3885.004639
	Iteration 11Q: 3 clusters Score -1.617313e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154252 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16173402.000000 Penalty: 3885.004639
	Iteration 12Q: 3 clusters Score -1.61734e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16173524.000000 Penalty: 3885.004639
	Iteration 13Q: 3 clusters Score -1.617352e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16173623.000000 Penalty: 3885.004639
	Iteration 14Q: 3 clusters Score -1.617362e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16173680.000000 Penalty: 3885.004639
	Iteration 15Q: 3 clusters Score -1.617368e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -16173699.000000 Penalty: 3885.004639
	Iteration 16Q: 3 clusters Score -1.61737e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16173699.000000 Penalty: 3885.004639
	Iteration 17Q: 3 clusters Score -1.61737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16173699.000000 Penalty: 3885.004639
	Iteration 18Q: 3 clusters Score -1.61737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16173709.000000 Penalty: 3885.004639
	Iteration 19Q: 3 clusters Score -1.617371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -16173722.000000 Penalty: 3885.004639
	Iteration 20F: 3 clusters Score -1.617372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16173732.000000 Penalty: 3885.004639
	Iteration 21Q: 3 clusters Score -1.617373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16173737.000000 Penalty: 3885.004639
	Iteration 22Q: 3 clusters Score -1.617374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -16173739.000000 Penalty: 3885.004639
	Iteration 23Q: 3 clusters Score -1.617374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16173740.000000 Penalty: 3885.004639
	Iteration 24Q: 3 clusters Score -1.617374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16173743.000000 Penalty: 3885.004639
	Iteration 25Q: 3 clusters Score -1.617374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154989 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16173737.000000 Penalty: 3885.004639
	Iteration 26Q: 3 clusters Score -1.617374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16173731.000000 Penalty: 3885.004639
	Iteration 27Q: 3 clusters Score -1.617373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16173752.000000 Penalty: 3885.004639
	Iteration 28Q: 3 clusters Score -1.617375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16173737.000000 Penalty: 3885.004639
	Iteration 29Q: 3 clusters Score -1.617374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16173747.000000 Penalty: 3885.004639
	Iteration 30Q: 3 clusters Score -1.617375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16173750.000000 Penalty: 3885.004639
	Iteration 31Q: 3 clusters Score -1.617375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16173750.000000 Penalty: 3885.004639
	Iteration 32F: 3 clusters Score -1.617375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -899963.750000 Penalty: 1475.129883
	Iteration 0F: 2 clusters Score -899963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -893560.687500 Penalty: 2950.259766
	Iteration 0F: 3 clusters Score -893560.7 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -895491.312500 Penalty: 2950.259766
	Iteration 1F: 3 clusters Score -895491.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -895726.437500 Penalty: 2950.259766
	Iteration 2F: 3 clusters Score -895726.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -895913.687500 Penalty: 2950.259766
	Iteration 3F: 3 clusters Score -895913.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -896096.750000 Penalty: 2950.259766
	Iteration 4Q: 3 clusters Score -896096.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -896272.187500 Penalty: 2950.259766
	Iteration 5Q: 3 clusters Score -896272.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -896457.125000 Penalty: 2950.259766
	Iteration 6Q: 3 clusters Score -896457.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -896653.000000 Penalty: 2950.259766
	Iteration 7Q: 3 clusters Score -896653 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -896882.125000 Penalty: 2950.259766
	Iteration 8Q: 3 clusters Score -896882.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -897148.812500 Penalty: 2950.259766
	Iteration 9Q: 3 clusters Score -897148.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -897458.750000 Penalty: 2950.259766
	Iteration 10Q: 3 clusters Score -897458.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -897756.562500 Penalty: 2950.259766
	Iteration 11Q: 3 clusters Score -897756.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -898013.437500 Penalty: 2950.259766
	Iteration 12Q: 3 clusters Score -898013.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -898211.500000 Penalty: 2950.259766
	Iteration 13Q: 3 clusters Score -898211.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -898354.375000 Penalty: 2950.259766
	Iteration 14Q: 3 clusters Score -898354.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -898441.625000 Penalty: 2950.259766
	Iteration 15Q: 3 clusters Score -898441.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -898496.312500 Penalty: 2950.259766
	Iteration 16Q: 3 clusters Score -898496.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -898545.562500 Penalty: 2950.259766
	Iteration 17Q: 3 clusters Score -898545.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -898582.062500 Penalty: 2950.259766
	Iteration 18Q: 3 clusters Score -898582.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -898614.375000 Penalty: 2950.259766
	Iteration 19Q: 3 clusters Score -898614.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -898644.125000 Penalty: 2950.259766
	Iteration 20F: 3 clusters Score -898644.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -898670.687500 Penalty: 2950.259766
	Iteration 21Q: 3 clusters Score -898670.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -898681.625000 Penalty: 2950.259766
	Iteration 22Q: 3 clusters Score -898681.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -898691.437500 Penalty: 2950.259766
	Iteration 23Q: 3 clusters Score -898691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -898701.750000 Penalty: 2950.259766
	Iteration 24Q: 3 clusters Score -898701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -898710.312500 Penalty: 2950.259766
	Iteration 25Q: 3 clusters Score -898710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -898717.000000 Penalty: 2950.259766
	Iteration 26Q: 3 clusters Score -898717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -898725.187500 Penalty: 2950.259766
	Iteration 27Q: 3 clusters Score -898725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -898730.937500 Penalty: 2950.259766
	Iteration 28Q: 3 clusters Score -898730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -898735.812500 Penalty: 2950.259766
	Iteration 29Q: 3 clusters Score -898735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -898743.812500 Penalty: 2950.259766
	Iteration 30Q: 3 clusters Score -898743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -898744.187500 Penalty: 2950.259766
	Iteration 31Q: 3 clusters Score -898744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -898748.500000 Penalty: 2950.259766
	Iteration 32Q: 3 clusters Score -898748.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -898757.812500 Penalty: 2950.259766
	Iteration 33Q: 3 clusters Score -898757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -898761.812500 Penalty: 2950.259766
	Iteration 34Q: 3 clusters Score -898761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -898762.312500 Penalty: 2950.259766
	Iteration 35Q: 3 clusters Score -898762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -898766.562500 Penalty: 2950.259766
	Iteration 36Q: 3 clusters Score -898766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -898767.187500 Penalty: 2950.259766
	Iteration 37Q: 3 clusters Score -898767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -898768.687500 Penalty: 2950.259766
	Iteration 38Q: 3 clusters Score -898768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -898768.687500 Penalty: 2950.259766
	Iteration 39F: 3 clusters Score -898768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -290664.406250 Penalty: 1302.597900
	Iteration 0F: 2 clusters Score -290664.4 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 1471 members 
Entering Unmasked Estep 
Score: -287951.312500 Penalty: 2605.195801
	Iteration 0F: 3 clusters Score -287951.3 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288702.187500 Penalty: 2605.195801
	Iteration 1F: 3 clusters Score -288702.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -288919.375000 Penalty: 2605.195801
	Iteration 2F: 3 clusters Score -288919.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289134.656250 Penalty: 2605.195801
	Iteration 3F: 3 clusters Score -289134.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -289374.093750 Penalty: 2605.195801
	Iteration 4F: 3 clusters Score -289374.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289630.437500 Penalty: 2605.195801
	Iteration 5F: 3 clusters Score -289630.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289965.406250 Penalty: 2605.195801
	Iteration 6F: 3 clusters Score -289965.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290449.218750 Penalty: 2605.195801
	Iteration 7F: 3 clusters Score -290449.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -290951.718750 Penalty: 2605.195801
	Iteration 8F: 3 clusters Score -290951.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -291198.031250 Penalty: 2605.195801
	Iteration 9Q: 3 clusters Score -291198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291282.843750 Penalty: 2605.195801
	Iteration 10Q: 3 clusters Score -291282.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -291301.812500 Penalty: 2605.195801
	Iteration 11Q: 3 clusters Score -291301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291309.250000 Penalty: 2605.195801
	Iteration 12Q: 3 clusters Score -291309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -291314.937500 Penalty: 2605.195801
	Iteration 13Q: 3 clusters Score -291314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291318.406250 Penalty: 2605.195801
	Iteration 14Q: 3 clusters Score -291318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -291321.093750 Penalty: 2605.195801
	Iteration 15Q: 3 clusters Score -291321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291323.250000 Penalty: 2605.195801
	Iteration 16Q: 3 clusters Score -291323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291327.437500 Penalty: 2605.195801
	Iteration 17Q: 3 clusters Score -291327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291332.593750 Penalty: 2605.195801
	Iteration 18Q: 3 clusters Score -291332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291336.031250 Penalty: 2605.195801
	Iteration 19Q: 3 clusters Score -291336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -291336.375000 Penalty: 2605.195801
	Iteration 20F: 3 clusters Score -291336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -291337.812500 Penalty: 2605.195801
	Iteration 21Q: 3 clusters Score -291337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291337.968750 Penalty: 2605.195801
	Iteration 22Q: 3 clusters Score -291338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -291338.875000 Penalty: 2605.195801
	Iteration 23Q: 3 clusters Score -291338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -291339.437500 Penalty: 2605.195801
	Iteration 24Q: 3 clusters Score -291339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -291339.750000 Penalty: 2605.195801
	Iteration 25Q: 3 clusters Score -291339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291340.156250 Penalty: 2605.195801
	Iteration 26Q: 3 clusters Score -291340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291340.812500 Penalty: 2605.195801
	Iteration 27Q: 3 clusters Score -291340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -291341.531250 Penalty: 2605.195801
	Iteration 28Q: 3 clusters Score -291341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291342.687500 Penalty: 2605.195801
	Iteration 29Q: 3 clusters Score -291342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -291344.187500 Penalty: 2605.195801
	Iteration 30Q: 3 clusters Score -291344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -291345.000000 Penalty: 2605.195801
	Iteration 31Q: 3 clusters Score -291345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291348.218750 Penalty: 2605.195801
	Iteration 32Q: 3 clusters Score -291348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -291351.500000 Penalty: 2605.195801
	Iteration 33Q: 3 clusters Score -291351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291352.875000 Penalty: 2605.195801
	Iteration 34Q: 3 clusters Score -291352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291354.000000 Penalty: 2605.195801
	Iteration 35Q: 3 clusters Score -291354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -291356.343750 Penalty: 2605.195801
	Iteration 36Q: 3 clusters Score -291356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291361.156250 Penalty: 2605.195801
	Iteration 37Q: 3 clusters Score -291361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291364.468750 Penalty: 2605.195801
	Iteration 38Q: 3 clusters Score -291364.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291373.093750 Penalty: 2605.195801
	Iteration 39Q: 3 clusters Score -291373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291382.500000 Penalty: 2605.195801
	Iteration 40F: 3 clusters Score -291382.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -291391.375000 Penalty: 2605.195801
	Iteration 41Q: 3 clusters Score -291391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -291397.312500 Penalty: 2605.195801
	Iteration 42Q: 3 clusters Score -291397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -291402.656250 Penalty: 2605.195801
	Iteration 43Q: 3 clusters Score -291402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291406.406250 Penalty: 2605.195801
	Iteration 44Q: 3 clusters Score -291406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -291410.250000 Penalty: 2605.195801
	Iteration 45Q: 3 clusters Score -291410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -291416.937500 Penalty: 2605.195801
	Iteration 46Q: 3 clusters Score -291416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -291419.812500 Penalty: 2605.195801
	Iteration 47Q: 3 clusters Score -291419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -291420.343750 Penalty: 2605.195801
	Iteration 48Q: 3 clusters Score -291420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -291420.343750 Penalty: 2605.195801
	Iteration 49F: 3 clusters Score -291420.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 1679 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 5997 members 
Mstep: Class 47 contains 1350 members 
Entering Unmasked Estep 
Score: -154061696.000000 Penalty: 108790.023438
Splitting cluster 38 changes total score from -154061968.000000 to -154061696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -119703.632812 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -119703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118140.953125 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -118141 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -118589.445312 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -118589.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118756.937500 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -118756.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118862.656250 Penalty: 2331.785400
	Iteration 3F: 3 clusters Score -118862.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118907.546875 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -118907.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118939.273438 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -118939.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -118957.843750 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -118957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118975.085938 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -118975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -118985.984375 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -118986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -118993.976562 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -118994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119000.281250 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -119000.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119005.171875 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -119005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119009.421875 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -119009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119011.750000 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -119011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119012.710938 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -119012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119014.265625 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -119014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119016.023438 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -119016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119016.023438 Penalty: 2331.785400
	Iteration 17F: 3 clusters Score -119016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -178884.875000 Penalty: 1208.737305
	Iteration 0F: 2 clusters Score -178884.9 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 828 members 
Entering Unmasked Estep 
Score: -176970.328125 Penalty: 2417.474609
	Iteration 0F: 3 clusters Score -176970.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -177337.312500 Penalty: 2417.474609
	Iteration 1F: 3 clusters Score -177337.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177433.765625 Penalty: 2417.474609
	Iteration 2F: 3 clusters Score -177433.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177477.000000 Penalty: 2417.474609
	Iteration 3Q: 3 clusters Score -177477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177503.984375 Penalty: 2417.474609
	Iteration 4Q: 3 clusters Score -177504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -177524.031250 Penalty: 2417.474609
	Iteration 5Q: 3 clusters Score -177524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -177536.640625 Penalty: 2417.474609
	Iteration 6Q: 3 clusters Score -177536.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -177547.875000 Penalty: 2417.474609
	Iteration 7Q: 3 clusters Score -177547.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177560.062500 Penalty: 2417.474609
	Iteration 8Q: 3 clusters Score -177560.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177567.671875 Penalty: 2417.474609
	Iteration 9Q: 3 clusters Score -177567.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -177576.718750 Penalty: 2417.474609
	Iteration 10Q: 3 clusters Score -177576.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177584.484375 Penalty: 2417.474609
	Iteration 11Q: 3 clusters Score -177584.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177591.734375 Penalty: 2417.474609
	Iteration 12Q: 3 clusters Score -177591.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -177598.234375 Penalty: 2417.474609
	Iteration 13Q: 3 clusters Score -177598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -177603.656250 Penalty: 2417.474609
	Iteration 14Q: 3 clusters Score -177603.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -177608.671875 Penalty: 2417.474609
	Iteration 15Q: 3 clusters Score -177608.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177612.640625 Penalty: 2417.474609
	Iteration 16Q: 3 clusters Score -177612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -177616.078125 Penalty: 2417.474609
	Iteration 17Q: 3 clusters Score -177616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177620.140625 Penalty: 2417.474609
	Iteration 18Q: 3 clusters Score -177620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177623.375000 Penalty: 2417.474609
	Iteration 19Q: 3 clusters Score -177623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177624.984375 Penalty: 2417.474609
	Iteration 20F: 3 clusters Score -177625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177626.937500 Penalty: 2417.474609
	Iteration 21Q: 3 clusters Score -177626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177627.906250 Penalty: 2417.474609
	Iteration 22Q: 3 clusters Score -177627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177627.906250 Penalty: 2417.474609
	Iteration 23F: 3 clusters Score -177627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -162125.078125 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -162125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -160149.156250 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -160149.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -160765.312500 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -160765.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160974.406250 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -160974.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -161118.656250 Penalty: 2454.647705
	Iteration 3F: 3 clusters Score -161118.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -161202.828125 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -161202.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -161280.109375 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -161280.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -161327.562500 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -161327.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -161357.656250 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -161357.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -161374.828125 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -161374.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -161386.359375 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -161386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -161400.625000 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -161400.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -161409.750000 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -161409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -161415.828125 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -161415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -161421.890625 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -161421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -161429.234375 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -161429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -161438.562500 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -161438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -161442.328125 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -161442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -161445.000000 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -161445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161448.218750 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -161448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -161454.812500 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -161454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -161457.953125 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -161458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -161460.046875 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -161460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -161462.250000 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -161462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -161465.500000 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -161465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -161469.250000 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -161469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -161470.609375 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -161470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -161472.437500 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -161472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -161473.453125 Penalty: 2454.647705
	Iteration 27Q: 3 clusters Score -161473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -161473.531250 Penalty: 2454.647705
	Iteration 28Q: 3 clusters Score -161473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -161473.531250 Penalty: 2454.647705
	Iteration 29F: 3 clusters Score -161473.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -782658.000000 Penalty: 1456.742310
	Iteration 0F: 2 clusters Score -782658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -776889.125000 Penalty: 2913.484619
	Iteration 0F: 3 clusters Score -776889.1 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -778702.812500 Penalty: 2913.484619
	Iteration 1F: 3 clusters Score -778702.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -779034.500000 Penalty: 2913.484619
	Iteration 2F: 3 clusters Score -779034.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -779415.937500 Penalty: 2913.484619
	Iteration 3F: 3 clusters Score -779415.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -779793.500000 Penalty: 2913.484619
	Iteration 4F: 3 clusters Score -779793.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -780132.187500 Penalty: 2913.484619
	Iteration 5F: 3 clusters Score -780132.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -780541.500000 Penalty: 2913.484619
	Iteration 6F: 3 clusters Score -780541.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -781067.437500 Penalty: 2913.484619
	Iteration 7F: 3 clusters Score -781067.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -781678.312500 Penalty: 2913.484619
	Iteration 8F: 3 clusters Score -781678.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -782177.562500 Penalty: 2913.484619
	Iteration 9F: 3 clusters Score -782177.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -782435.687500 Penalty: 2913.484619
	Iteration 10Q: 3 clusters Score -782435.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -782553.000000 Penalty: 2913.484619
	Iteration 11Q: 3 clusters Score -782553 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -782626.625000 Penalty: 2913.484619
	Iteration 12Q: 3 clusters Score -782626.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -782670.062500 Penalty: 2913.484619
	Iteration 13Q: 3 clusters Score -782670.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -782700.750000 Penalty: 2913.484619
	Iteration 14Q: 3 clusters Score -782700.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -782718.875000 Penalty: 2913.484619
	Iteration 15Q: 3 clusters Score -782718.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -782727.937500 Penalty: 2913.484619
	Iteration 16Q: 3 clusters Score -782727.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -782734.125000 Penalty: 2913.484619
	Iteration 17Q: 3 clusters Score -782734.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -782736.062500 Penalty: 2913.484619
	Iteration 18Q: 3 clusters Score -782736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -782741.250000 Penalty: 2913.484619
	Iteration 19Q: 3 clusters Score -782741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -782740.500000 Penalty: 2913.484619
	Iteration 20F: 3 clusters Score -782740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -782742.062500 Penalty: 2913.484619
	Iteration 21Q: 3 clusters Score -782742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -782743.000000 Penalty: 2913.484619
	Iteration 22Q: 3 clusters Score -782743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -782743.000000 Penalty: 2913.484619
	Iteration 23F: 3 clusters Score -782743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 5029 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 5997 members 
Mstep: Class 47 contains 2792 members 
Entering Unmasked Estep 
Score: -154061248.000000 Penalty: 108790.023438
Splitting cluster 42 changes total score from -154061968.000000 to -154061248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -666536.375000 Penalty: 1434.201172
	Iteration 0F: 2 clusters Score -666536.4 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 3416 members 
Entering Unmasked Estep 
Score: -661384.000000 Penalty: 2868.402344
	Iteration 0F: 3 clusters Score -661384 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -663059.500000 Penalty: 2868.402344
	Iteration 1F: 3 clusters Score -663059.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -663361.687500 Penalty: 2868.402344
	Iteration 2F: 3 clusters Score -663361.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -663593.375000 Penalty: 2868.402344
	Iteration 3F: 3 clusters Score -663593.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -663754.500000 Penalty: 2868.402344
	Iteration 4Q: 3 clusters Score -663754.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -663890.812500 Penalty: 2868.402344
	Iteration 5Q: 3 clusters Score -663890.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -664015.437500 Penalty: 2868.402344
	Iteration 6Q: 3 clusters Score -664015.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -664117.812500 Penalty: 2868.402344
	Iteration 7Q: 3 clusters Score -664117.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -664188.062500 Penalty: 2868.402344
	Iteration 8Q: 3 clusters Score -664188.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -664247.250000 Penalty: 2868.402344
	Iteration 9Q: 3 clusters Score -664247.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -664302.625000 Penalty: 2868.402344
	Iteration 10Q: 3 clusters Score -664302.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -664362.187500 Penalty: 2868.402344
	Iteration 11Q: 3 clusters Score -664362.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -664414.875000 Penalty: 2868.402344
	Iteration 12Q: 3 clusters Score -664414.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -664462.500000 Penalty: 2868.402344
	Iteration 13Q: 3 clusters Score -664462.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -664511.250000 Penalty: 2868.402344
	Iteration 14Q: 3 clusters Score -664511.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -664552.062500 Penalty: 2868.402344
	Iteration 15Q: 3 clusters Score -664552.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -664592.750000 Penalty: 2868.402344
	Iteration 16Q: 3 clusters Score -664592.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -664634.875000 Penalty: 2868.402344
	Iteration 17Q: 3 clusters Score -664634.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -664672.062500 Penalty: 2868.402344
	Iteration 18Q: 3 clusters Score -664672.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -664709.000000 Penalty: 2868.402344
	Iteration 19Q: 3 clusters Score -664709 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -664748.187500 Penalty: 2868.402344
	Iteration 20F: 3 clusters Score -664748.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -664778.812500 Penalty: 2868.402344
	Iteration 21Q: 3 clusters Score -664778.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -664798.937500 Penalty: 2868.402344
	Iteration 22Q: 3 clusters Score -664798.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -664815.875000 Penalty: 2868.402344
	Iteration 23Q: 3 clusters Score -664815.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -664834.437500 Penalty: 2868.402344
	Iteration 24Q: 3 clusters Score -664834.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -664854.500000 Penalty: 2868.402344
	Iteration 25Q: 3 clusters Score -664854.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -664878.875000 Penalty: 2868.402344
	Iteration 26Q: 3 clusters Score -664878.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -664899.812500 Penalty: 2868.402344
	Iteration 27Q: 3 clusters Score -664899.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -664924.312500 Penalty: 2868.402344
	Iteration 28Q: 3 clusters Score -664924.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -664949.312500 Penalty: 2868.402344
	Iteration 29Q: 3 clusters Score -664949.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -664968.000000 Penalty: 2868.402344
	Iteration 30Q: 3 clusters Score -664968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -664987.812500 Penalty: 2868.402344
	Iteration 31Q: 3 clusters Score -664987.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -665016.375000 Penalty: 2868.402344
	Iteration 32Q: 3 clusters Score -665016.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -665052.375000 Penalty: 2868.402344
	Iteration 33Q: 3 clusters Score -665052.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -665090.562500 Penalty: 2868.402344
	Iteration 34Q: 3 clusters Score -665090.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -665117.812500 Penalty: 2868.402344
	Iteration 35Q: 3 clusters Score -665117.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -665146.875000 Penalty: 2868.402344
	Iteration 36Q: 3 clusters Score -665146.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -665168.437500 Penalty: 2868.402344
	Iteration 37Q: 3 clusters Score -665168.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -665184.562500 Penalty: 2868.402344
	Iteration 38Q: 3 clusters Score -665184.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -665199.687500 Penalty: 2868.402344
	Iteration 39Q: 3 clusters Score -665199.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -665215.812500 Penalty: 2868.402344
	Iteration 40F: 3 clusters Score -665215.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -665227.937500 Penalty: 2868.402344
	Iteration 41Q: 3 clusters Score -665227.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -665251.687500 Penalty: 2868.402344
	Iteration 42Q: 3 clusters Score -665251.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -665279.687500 Penalty: 2868.402344
	Iteration 43Q: 3 clusters Score -665279.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -665312.187500 Penalty: 2868.402344
	Iteration 44Q: 3 clusters Score -665312.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -665335.375000 Penalty: 2868.402344
	Iteration 45Q: 3 clusters Score -665335.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -665371.187500 Penalty: 2868.402344
	Iteration 46Q: 3 clusters Score -665371.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -665395.375000 Penalty: 2868.402344
	Iteration 47Q: 3 clusters Score -665395.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -665409.937500 Penalty: 2868.402344
	Iteration 48Q: 3 clusters Score -665409.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -665418.937500 Penalty: 2868.402344
	Iteration 49Q: 3 clusters Score -665418.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -665428.562500 Penalty: 2868.402344
	Iteration 50Q: 3 clusters Score -665428.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -665436.312500 Penalty: 2868.402344
	Iteration 51Q: 3 clusters Score -665436.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -665444.750000 Penalty: 2868.402344
	Iteration 52Q: 3 clusters Score -665444.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -665451.437500 Penalty: 2868.402344
	Iteration 53Q: 3 clusters Score -665451.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -665457.500000 Penalty: 2868.402344
	Iteration 54Q: 3 clusters Score -665457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -665463.437500 Penalty: 2868.402344
	Iteration 55Q: 3 clusters Score -665463.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -665475.187500 Penalty: 2868.402344
	Iteration 56Q: 3 clusters Score -665475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -665481.750000 Penalty: 2868.402344
	Iteration 57Q: 3 clusters Score -665481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -665485.687500 Penalty: 2868.402344
	Iteration 58Q: 3 clusters Score -665485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -665488.125000 Penalty: 2868.402344
	Iteration 59Q: 3 clusters Score -665488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -665489.875000 Penalty: 2868.402344
	Iteration 60F: 3 clusters Score -665489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -665493.562500 Penalty: 2868.402344
	Iteration 61Q: 3 clusters Score -665493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -665496.875000 Penalty: 2868.402344
	Iteration 62Q: 3 clusters Score -665496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -665500.937500 Penalty: 2868.402344
	Iteration 63Q: 3 clusters Score -665500.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -665502.812500 Penalty: 2868.402344
	Iteration 64Q: 3 clusters Score -665502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -665506.625000 Penalty: 2868.402344
	Iteration 65Q: 3 clusters Score -665506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -665509.625000 Penalty: 2868.402344
	Iteration 66Q: 3 clusters Score -665509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -665511.500000 Penalty: 2868.402344
	Iteration 67Q: 3 clusters Score -665511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -665514.125000 Penalty: 2868.402344
	Iteration 68Q: 3 clusters Score -665514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -665515.500000 Penalty: 2868.402344
	Iteration 69Q: 3 clusters Score -665515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -665516.750000 Penalty: 2868.402344
	Iteration 70Q: 3 clusters Score -665516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -665519.000000 Penalty: 2868.402344
	Iteration 71Q: 3 clusters Score -665519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -665519.000000 Penalty: 2868.402344
	Iteration 72F: 3 clusters Score -665519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -309126.843750 Penalty: 1311.928101
	Iteration 0F: 2 clusters Score -309126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -306346.000000 Penalty: 2623.856201
	Iteration 0F: 3 clusters Score -306346 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -307055.156250 Penalty: 2623.856201
	Iteration 1F: 3 clusters Score -307055.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -307221.031250 Penalty: 2623.856201
	Iteration 2F: 3 clusters Score -307221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -307379.593750 Penalty: 2623.856201
	Iteration 3F: 3 clusters Score -307379.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -307539.656250 Penalty: 2623.856201
	Iteration 4F: 3 clusters Score -307539.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -307726.281250 Penalty: 2623.856201
	Iteration 5F: 3 clusters Score -307726.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -307961.312500 Penalty: 2623.856201
	Iteration 6F: 3 clusters Score -307961.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -308228.437500 Penalty: 2623.856201
	Iteration 7F: 3 clusters Score -308228.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -308584.500000 Penalty: 2623.856201
	Iteration 8F: 3 clusters Score -308584.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -308981.031250 Penalty: 2623.856201
	Iteration 9F: 3 clusters Score -308981 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -309295.500000 Penalty: 2623.856201
	Iteration 10Q: 3 clusters Score -309295.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -309422.156250 Penalty: 2623.856201
	Iteration 11Q: 3 clusters Score -309422.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -309463.875000 Penalty: 2623.856201
	Iteration 12Q: 3 clusters Score -309463.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -309488.843750 Penalty: 2623.856201
	Iteration 13Q: 3 clusters Score -309488.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -309504.375000 Penalty: 2623.856201
	Iteration 14Q: 3 clusters Score -309504.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -309521.125000 Penalty: 2623.856201
	Iteration 15Q: 3 clusters Score -309521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -309531.781250 Penalty: 2623.856201
	Iteration 16Q: 3 clusters Score -309531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -309535.250000 Penalty: 2623.856201
	Iteration 17Q: 3 clusters Score -309535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -309537.906250 Penalty: 2623.856201
	Iteration 18Q: 3 clusters Score -309537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -309539.718750 Penalty: 2623.856201
	Iteration 19Q: 3 clusters Score -309539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -309541.187500 Penalty: 2623.856201
	Iteration 20F: 3 clusters Score -309541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -309541.906250 Penalty: 2623.856201
	Iteration 21Q: 3 clusters Score -309541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -309542.656250 Penalty: 2623.856201
	Iteration 22Q: 3 clusters Score -309542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -309543.281250 Penalty: 2623.856201
	Iteration 23Q: 3 clusters Score -309543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -309543.281250 Penalty: 2623.856201
	Iteration 24F: 3 clusters Score -309543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 1157 members 
Mstep: Class 45 contains 8953 members 
Mstep: Class 46 contains 5997 members 
Mstep: Class 47 contains 2051 members 
Entering Unmasked Estep 
Score: -154061184.000000 Penalty: 108790.023438
Splitting cluster 44 changes total score from -154061968.000000 to -154061184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -933577.375000 Penalty: 1478.708374
	Iteration 0F: 2 clusters Score -933577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -927098.062500 Penalty: 2957.416748
	Iteration 0F: 3 clusters Score -927098.1 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -929120.875000 Penalty: 2957.416748
	Iteration 1F: 3 clusters Score -929120.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -929409.937500 Penalty: 2957.416748
	Iteration 2F: 3 clusters Score -929409.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -929696.500000 Penalty: 2957.416748
	Iteration 3F: 3 clusters Score -929696.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -930042.125000 Penalty: 2957.416748
	Iteration 4F: 3 clusters Score -930042.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -930436.437500 Penalty: 2957.416748
	Iteration 5F: 3 clusters Score -930436.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -930838.125000 Penalty: 2957.416748
	Iteration 6F: 3 clusters Score -930838.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -931214.250000 Penalty: 2957.416748
	Iteration 7F: 3 clusters Score -931214.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -931549.062500 Penalty: 2957.416748
	Iteration 8Q: 3 clusters Score -931549.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -931812.812500 Penalty: 2957.416748
	Iteration 9Q: 3 clusters Score -931812.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -932031.125000 Penalty: 2957.416748
	Iteration 10Q: 3 clusters Score -932031.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -932203.250000 Penalty: 2957.416748
	Iteration 11Q: 3 clusters Score -932203.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -932342.750000 Penalty: 2957.416748
	Iteration 12Q: 3 clusters Score -932342.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -932411.937500 Penalty: 2957.416748
	Iteration 13Q: 3 clusters Score -932411.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -932459.062500 Penalty: 2957.416748
	Iteration 14Q: 3 clusters Score -932459.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -932495.125000 Penalty: 2957.416748
	Iteration 15Q: 3 clusters Score -932495.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -932522.562500 Penalty: 2957.416748
	Iteration 16Q: 3 clusters Score -932522.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -932539.250000 Penalty: 2957.416748
	Iteration 17Q: 3 clusters Score -932539.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -932547.625000 Penalty: 2957.416748
	Iteration 18Q: 3 clusters Score -932547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -932554.312500 Penalty: 2957.416748
	Iteration 19Q: 3 clusters Score -932554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -932555.500000 Penalty: 2957.416748
	Iteration 20F: 3 clusters Score -932555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -932557.812500 Penalty: 2957.416748
	Iteration 21Q: 3 clusters Score -932557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -932557.750000 Penalty: 2957.416748
	Iteration 22Q: 3 clusters Score -932557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -932561.687500 Penalty: 2957.416748
	Iteration 23Q: 3 clusters Score -932561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -932561.500000 Penalty: 2957.416748
	Iteration 24Q: 3 clusters Score -932561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -932561.500000 Penalty: 2957.416748
	Iteration 25F: 3 clusters Score -932561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 30109 members 
Mstep: Class 3 contains 113815 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 32240 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 189672 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 166546 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 17 contains 65806 members 
Mstep: Class 18 contains 83912 members 
Mstep: Class 19 contains 117105 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97854 members 
Mstep: Class 25 contains 3157 members 
Mstep: Class 26 contains 26688 members 
Mstep: Class 27 contains 4151 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 8319 members 
Mstep: Class 30 contains 54489 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155416 members 
Mstep: Class 37 contains 8758 members 
Mstep: Class 38 contains 3029 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 1700 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7821 members 
Mstep: Class 43 contains 6808 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 8953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062768.000000 Penalty: 106475.343750
Iteration 119Q: 47 clusters Score -1.540628e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 30022 members 
Mstep: Class 3 contains 113791 members 
Mstep: Class 4 contains 20337 members 
Mstep: Class 5 contains 31884 members 
Mstep: Class 6 contains 32254 members 
Mstep: Class 7 contains 9463 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 189718 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 74006 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 6523 members 
Mstep: Class 15 contains 166568 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 65801 members 
Mstep: Class 18 contains 83863 members 
Mstep: Class 19 contains 117110 members 
Mstep: Class 20 contains 7426 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 97829 members 
Mstep: Class 25 contains 3156 members 
Mstep: Class 26 contains 26663 members 
Mstep: Class 27 contains 4157 members 
Mstep: Class 28 contains 4983 members 
Mstep: Class 29 contains 8284 members 
Mstep: Class 30 contains 54476 members 
Mstep: Class 31 contains 3278 members 
Mstep: Class 32 contains 11584 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155367 members 
Mstep: Class 37 contains 8770 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 1330 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 1914 members 
Mstep: Class 42 contains 7931 members 
Mstep: Class 43 contains 6823 members 
Mstep: Class 44 contains 3191 members 
Mstep: Class 45 contains 8983 members 
Mstep: Class 46 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063648.000000 Penalty: 106475.343750
Iteration 120F: 47 clusters Score -1.540636e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 29913 members 
Mstep: Class 3 contains 113771 members 
Mstep: Class 4 contains 20347 members 
Mstep: Class 5 contains 31873 members 
Mstep: Class 6 contains 32219 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 5667 members 
Mstep: Class 9 contains 189760 members 
Mstep: Class 10 contains 13010 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 73972 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 166594 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 65790 members 
Mstep: Class 18 contains 83808 members 
Mstep: Class 19 contains 117115 members 
Mstep: Class 20 contains 7334 members 
Mstep: Class 21 contains 38925 members 
Mstep: Class 22 contains 37488 members 
Mstep: Class 23 contains 4314 members 
Mstep: Class 24 contains 97804 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 26655 members 
Mstep: Class 27 contains 4164 members 
Mstep: Class 28 contains 4975 members 
Mstep: Class 29 contains 8258 members 
Mstep: Class 30 contains 54466 members 
Mstep: Class 31 contains 3258 members 
Mstep: Class 32 contains 11580 members 
Mstep: Class 33 contains 2711 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30520 members 
Mstep: Class 36 contains 155415 members 
Mstep: Class 37 contains 8787 members 
Mstep: Class 38 contains 3015 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 1696 members 
Mstep: Class 41 contains 1919 members 
Mstep: Class 42 contains 8058 members 
Mstep: Class 43 contains 6833 members 
Mstep: Class 44 contains 3194 members 
Mstep: Class 45 contains 9021 members 
Mstep: Class 46 contains 5872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063984.000000 Penalty: 106475.343750
Iteration 121Q: 47 clusters Score -1.54064e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 29795 members 
Mstep: Class 3 contains 113739 members 
Mstep: Class 4 contains 20358 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 32179 members 
Mstep: Class 7 contains 9462 members 
Mstep: Class 8 contains 5627 members 
Mstep: Class 9 contains 189822 members 
Mstep: Class 10 contains 13060 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 73933 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 166652 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 65785 members 
Mstep: Class 18 contains 83753 members 
Mstep: Class 19 contains 117112 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 39040 members 
Mstep: Class 22 contains 37502 members 
Mstep: Class 23 contains 4309 members 
Mstep: Class 24 contains 97794 members 
Mstep: Class 25 contains 3154 members 
Mstep: Class 26 contains 26638 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 4967 members 
Mstep: Class 29 contains 8228 members 
Mstep: Class 30 contains 54442 members 
Mstep: Class 31 contains 3243 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 2704 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30537 members 
Mstep: Class 36 contains 155432 members 
Mstep: Class 37 contains 8803 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 1300 members 
Mstep: Class 40 contains 1692 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 8168 members 
Mstep: Class 43 contains 6847 members 
Mstep: Class 44 contains 3198 members 
Mstep: Class 45 contains 9050 members 
Mstep: Class 46 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064160.000000 Penalty: 106475.343750
Iteration 122Q: 47 clusters Score -1.540642e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 29703 members 
Mstep: Class 3 contains 113716 members 
Mstep: Class 4 contains 20366 members 
Mstep: Class 5 contains 31860 members 
Mstep: Class 6 contains 32143 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 189912 members 
Mstep: Class 10 contains 13121 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 73890 members 
Mstep: Class 13 contains 2065 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 166679 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 65776 members 
Mstep: Class 18 contains 83695 members 
Mstep: Class 19 contains 117108 members 
Mstep: Class 20 contains 7120 members 
Mstep: Class 21 contains 39086 members 
Mstep: Class 22 contains 37516 members 
Mstep: Class 23 contains 4310 members 
Mstep: Class 24 contains 97777 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 26626 members 
Mstep: Class 27 contains 4171 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 8189 members 
Mstep: Class 30 contains 54426 members 
Mstep: Class 31 contains 3232 members 
Mstep: Class 32 contains 11659 members 
Mstep: Class 33 contains 2697 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30543 members 
Mstep: Class 36 contains 155489 members 
Mstep: Class 37 contains 8812 members 
Mstep: Class 38 contains 3038 members 
Mstep: Class 39 contains 1293 members 
Mstep: Class 40 contains 1680 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 8251 members 
Mstep: Class 43 contains 6858 members 
Mstep: Class 44 contains 3200 members 
Mstep: Class 45 contains 9077 members 
Mstep: Class 46 contains 6034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064272.000000 Penalty: 106475.343750
Iteration 123Q: 47 clusters Score -1.540643e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 29604 members 
Mstep: Class 3 contains 113692 members 
Mstep: Class 4 contains 20374 members 
Mstep: Class 5 contains 31856 members 
Mstep: Class 6 contains 32119 members 
Mstep: Class 7 contains 9463 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 189980 members 
Mstep: Class 10 contains 13190 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 73850 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 166683 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 65760 members 
Mstep: Class 18 contains 83649 members 
Mstep: Class 19 contains 117092 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 39145 members 
Mstep: Class 22 contains 37531 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 97762 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 26626 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 8128 members 
Mstep: Class 30 contains 54405 members 
Mstep: Class 31 contains 3221 members 
Mstep: Class 32 contains 11742 members 
Mstep: Class 33 contains 2696 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30543 members 
Mstep: Class 36 contains 155540 members 
Mstep: Class 37 contains 8820 members 
Mstep: Class 38 contains 3052 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 1661 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 8339 members 
Mstep: Class 43 contains 6870 members 
Mstep: Class 44 contains 3193 members 
Mstep: Class 45 contains 9105 members 
Mstep: Class 46 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064528.000000 Penalty: 106475.343750
Iteration 124Q: 47 clusters Score -1.540645e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 29502 members 
Mstep: Class 3 contains 113667 members 
Mstep: Class 4 contains 20381 members 
Mstep: Class 5 contains 31851 members 
Mstep: Class 6 contains 32097 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 5570 members 
Mstep: Class 9 contains 190046 members 
Mstep: Class 10 contains 13248 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 73830 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 166683 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 65745 members 
Mstep: Class 18 contains 83611 members 
Mstep: Class 19 contains 117073 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 39153 members 
Mstep: Class 22 contains 37546 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 97747 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26624 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 4965 members 
Mstep: Class 29 contains 8071 members 
Mstep: Class 30 contains 54394 members 
Mstep: Class 31 contains 3212 members 
Mstep: Class 32 contains 11825 members 
Mstep: Class 33 contains 2694 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30539 members 
Mstep: Class 36 contains 155615 members 
Mstep: Class 37 contains 8828 members 
Mstep: Class 38 contains 3060 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1651 members 
Mstep: Class 41 contains 1940 members 
Mstep: Class 42 contains 8424 members 
Mstep: Class 43 contains 6882 members 
Mstep: Class 44 contains 3192 members 
Mstep: Class 45 contains 9120 members 
Mstep: Class 46 contains 6114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064432.000000 Penalty: 106475.343750
Iteration 125Q: 47 clusters Score -1.540644e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 29429 members 
Mstep: Class 3 contains 113619 members 
Mstep: Class 4 contains 20391 members 
Mstep: Class 5 contains 31851 members 
Mstep: Class 6 contains 32085 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 190120 members 
Mstep: Class 10 contains 13310 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73805 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 166718 members 
Mstep: Class 16 contains 4398 members 
Mstep: Class 17 contains 65740 members 
Mstep: Class 18 contains 83565 members 
Mstep: Class 19 contains 117052 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 39158 members 
Mstep: Class 22 contains 37567 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 97739 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26622 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 8014 members 
Mstep: Class 30 contains 54377 members 
Mstep: Class 31 contains 3207 members 
Mstep: Class 32 contains 11923 members 
Mstep: Class 33 contains 2697 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30539 members 
Mstep: Class 36 contains 155633 members 
Mstep: Class 37 contains 8840 members 
Mstep: Class 38 contains 3065 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 1641 members 
Mstep: Class 41 contains 1946 members 
Mstep: Class 42 contains 8481 members 
Mstep: Class 43 contains 6897 members 
Mstep: Class 44 contains 3188 members 
Mstep: Class 45 contains 9128 members 
Mstep: Class 46 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064640.000000 Penalty: 106475.343750
Iteration 126Q: 47 clusters Score -1.540646e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 29382 members 
Mstep: Class 3 contains 113581 members 
Mstep: Class 4 contains 20396 members 
Mstep: Class 5 contains 31852 members 
Mstep: Class 6 contains 32074 members 
Mstep: Class 7 contains 9466 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 190189 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 73773 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 166762 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 65733 members 
Mstep: Class 18 contains 83524 members 
Mstep: Class 19 contains 117028 members 
Mstep: Class 20 contains 6745 members 
Mstep: Class 21 contains 39147 members 
Mstep: Class 22 contains 37581 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 97725 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26611 members 
Mstep: Class 27 contains 4173 members 
Mstep: Class 28 contains 4961 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 54366 members 
Mstep: Class 31 contains 3204 members 
Mstep: Class 32 contains 12024 members 
Mstep: Class 33 contains 2699 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30535 members 
Mstep: Class 36 contains 155662 members 
Mstep: Class 37 contains 8844 members 
Mstep: Class 38 contains 3073 members 
Mstep: Class 39 contains 1246 members 
Mstep: Class 40 contains 1633 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 8533 members 
Mstep: Class 43 contains 6911 members 
Mstep: Class 44 contains 3176 members 
Mstep: Class 45 contains 9131 members 
Mstep: Class 46 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 106475.343750
Iteration 127Q: 47 clusters Score -1.54065e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 29334 members 
Mstep: Class 3 contains 113542 members 
Mstep: Class 4 contains 20403 members 
Mstep: Class 5 contains 31850 members 
Mstep: Class 6 contains 32061 members 
Mstep: Class 7 contains 9461 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 190265 members 
Mstep: Class 10 contains 13412 members 
Mstep: Class 11 contains 11328 members 
Mstep: Class 12 contains 73749 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 166808 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 65723 members 
Mstep: Class 18 contains 83494 members 
Mstep: Class 19 contains 117011 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 21 contains 39122 members 
Mstep: Class 22 contains 37583 members 
Mstep: Class 23 contains 4314 members 
Mstep: Class 24 contains 97718 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26601 members 
Mstep: Class 27 contains 4179 members 
Mstep: Class 28 contains 4954 members 
Mstep: Class 29 contains 7926 members 
Mstep: Class 30 contains 54355 members 
Mstep: Class 31 contains 3200 members 
Mstep: Class 32 contains 12109 members 
Mstep: Class 33 contains 2701 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30533 members 
Mstep: Class 36 contains 155687 members 
Mstep: Class 37 contains 8847 members 
Mstep: Class 38 contains 3074 members 
Mstep: Class 39 contains 1237 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 8576 members 
Mstep: Class 43 contains 6922 members 
Mstep: Class 44 contains 3170 members 
Mstep: Class 45 contains 9148 members 
Mstep: Class 46 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065216.000000 Penalty: 106475.343750
Iteration 128Q: 47 clusters Score -1.540652e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 29291 members 
Mstep: Class 3 contains 113506 members 
Mstep: Class 4 contains 20407 members 
Mstep: Class 5 contains 31846 members 
Mstep: Class 6 contains 32055 members 
Mstep: Class 7 contains 9449 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 190322 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 73716 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 166846 members 
Mstep: Class 16 contains 4446 members 
Mstep: Class 17 contains 65717 members 
Mstep: Class 18 contains 83454 members 
Mstep: Class 19 contains 116985 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 39094 members 
Mstep: Class 22 contains 37605 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 97723 members 
Mstep: Class 25 contains 3146 members 
Mstep: Class 26 contains 26600 members 
Mstep: Class 27 contains 4186 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 7870 members 
Mstep: Class 30 contains 54345 members 
Mstep: Class 31 contains 3201 members 
Mstep: Class 32 contains 12166 members 
Mstep: Class 33 contains 2701 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30527 members 
Mstep: Class 36 contains 155733 members 
Mstep: Class 37 contains 8847 members 
Mstep: Class 38 contains 3071 members 
Mstep: Class 39 contains 1232 members 
Mstep: Class 40 contains 1626 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 8614 members 
Mstep: Class 43 contains 6936 members 
Mstep: Class 44 contains 3162 members 
Mstep: Class 45 contains 9158 members 
Mstep: Class 46 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065360.000000 Penalty: 106475.343750
Iteration 129Q: 47 clusters Score -1.540654e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 29262 members 
Mstep: Class 3 contains 113474 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 31843 members 
Mstep: Class 6 contains 32037 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 5475 members 
Mstep: Class 9 contains 190385 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 73680 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 166913 members 
Mstep: Class 16 contains 4452 members 
Mstep: Class 17 contains 65702 members 
Mstep: Class 18 contains 83411 members 
Mstep: Class 19 contains 116963 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 39046 members 
Mstep: Class 22 contains 37624 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 97716 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26598 members 
Mstep: Class 27 contains 4199 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 7822 members 
Mstep: Class 30 contains 54338 members 
Mstep: Class 31 contains 3202 members 
Mstep: Class 32 contains 12240 members 
Mstep: Class 33 contains 2702 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 30532 members 
Mstep: Class 36 contains 155743 members 
Mstep: Class 37 contains 8848 members 
Mstep: Class 38 contains 3066 members 
Mstep: Class 39 contains 1225 members 
Mstep: Class 40 contains 1634 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 8647 members 
Mstep: Class 43 contains 6951 members 
Mstep: Class 44 contains 3157 members 
Mstep: Class 45 contains 9167 members 
Mstep: Class 46 contains 6273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065120.000000 Penalty: 106475.343750
Iteration 130Q: 47 clusters Score -1.540651e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 29225 members 
Mstep: Class 3 contains 113441 members 
Mstep: Class 4 contains 20412 members 
Mstep: Class 5 contains 31836 members 
Mstep: Class 6 contains 32018 members 
Mstep: Class 7 contains 9443 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 190453 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 11333 members 
Mstep: Class 12 contains 73646 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 166982 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 65689 members 
Mstep: Class 18 contains 83380 members 
Mstep: Class 19 contains 116957 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 39001 members 
Mstep: Class 22 contains 37641 members 
Mstep: Class 23 contains 4314 members 
Mstep: Class 24 contains 97710 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26584 members 
Mstep: Class 27 contains 4211 members 
Mstep: Class 28 contains 4961 members 
Mstep: Class 29 contains 7773 members 
Mstep: Class 30 contains 54329 members 
Mstep: Class 31 contains 3202 members 
Mstep: Class 32 contains 12279 members 
Mstep: Class 33 contains 2703 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30534 members 
Mstep: Class 36 contains 155763 members 
Mstep: Class 37 contains 8851 members 
Mstep: Class 38 contains 3066 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 1640 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8679 members 
Mstep: Class 43 contains 6962 members 
Mstep: Class 44 contains 3156 members 
Mstep: Class 45 contains 9168 members 
Mstep: Class 46 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065312.000000 Penalty: 106475.343750
Iteration 131Q: 47 clusters Score -1.540653e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 29186 members 
Mstep: Class 3 contains 113423 members 
Mstep: Class 4 contains 20417 members 
Mstep: Class 5 contains 31834 members 
Mstep: Class 6 contains 32009 members 
Mstep: Class 7 contains 9435 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 190507 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 73617 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 167057 members 
Mstep: Class 16 contains 4462 members 
Mstep: Class 17 contains 65677 members 
Mstep: Class 18 contains 83357 members 
Mstep: Class 19 contains 116950 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 38964 members 
Mstep: Class 22 contains 37657 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 97715 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26583 members 
Mstep: Class 27 contains 4223 members 
Mstep: Class 28 contains 4958 members 
Mstep: Class 29 contains 7721 members 
Mstep: Class 30 contains 54326 members 
Mstep: Class 31 contains 3202 members 
Mstep: Class 32 contains 12291 members 
Mstep: Class 33 contains 2709 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30540 members 
Mstep: Class 36 contains 155754 members 
Mstep: Class 37 contains 8853 members 
Mstep: Class 38 contains 3062 members 
Mstep: Class 39 contains 1209 members 
Mstep: Class 40 contains 1642 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 8701 members 
Mstep: Class 43 contains 6967 members 
Mstep: Class 44 contains 3155 members 
Mstep: Class 45 contains 9168 members 
Mstep: Class 46 contains 6339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065200.000000 Penalty: 106475.343750
Iteration 132Q: 47 clusters Score -1.540652e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 113407 members 
Mstep: Class 4 contains 20421 members 
Mstep: Class 5 contains 31834 members 
Mstep: Class 6 contains 32011 members 
Mstep: Class 7 contains 9442 members 
Mstep: Class 8 contains 5429 members 
Mstep: Class 9 contains 190531 members 
Mstep: Class 10 contains 13607 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 73607 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 167138 members 
Mstep: Class 16 contains 4482 members 
Mstep: Class 17 contains 65669 members 
Mstep: Class 18 contains 83335 members 
Mstep: Class 19 contains 116952 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 38946 members 
Mstep: Class 22 contains 37654 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 97715 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26577 members 
Mstep: Class 27 contains 4229 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 7679 members 
Mstep: Class 30 contains 54318 members 
Mstep: Class 31 contains 3199 members 
Mstep: Class 32 contains 12301 members 
Mstep: Class 33 contains 2712 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30539 members 
Mstep: Class 36 contains 155735 members 
Mstep: Class 37 contains 8855 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 1643 members 
Mstep: Class 41 contains 1972 members 
Mstep: Class 42 contains 8711 members 
Mstep: Class 43 contains 6971 members 
Mstep: Class 44 contains 3153 members 
Mstep: Class 45 contains 9167 members 
Mstep: Class 46 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065328.000000 Penalty: 106475.343750
Iteration 133Q: 47 clusters Score -1.540653e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 29135 members 
Mstep: Class 3 contains 113401 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 31830 members 
Mstep: Class 6 contains 31993 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 190573 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 73597 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 167208 members 
Mstep: Class 16 contains 4495 members 
Mstep: Class 17 contains 65661 members 
Mstep: Class 18 contains 83318 members 
Mstep: Class 19 contains 116944 members 
Mstep: Class 20 contains 6417 members 
Mstep: Class 21 contains 38925 members 
Mstep: Class 22 contains 37652 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 97709 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26569 members 
Mstep: Class 27 contains 4236 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 7628 members 
Mstep: Class 30 contains 54307 members 
Mstep: Class 31 contains 3196 members 
Mstep: Class 32 contains 12311 members 
Mstep: Class 33 contains 2717 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30539 members 
Mstep: Class 36 contains 155713 members 
Mstep: Class 37 contains 8861 members 
Mstep: Class 38 contains 3057 members 
Mstep: Class 39 contains 1197 members 
Mstep: Class 40 contains 1656 members 
Mstep: Class 41 contains 1973 members 
Mstep: Class 42 contains 8721 members 
Mstep: Class 43 contains 6968 members 
Mstep: Class 44 contains 3150 members 
Mstep: Class 45 contains 9175 members 
Mstep: Class 46 contains 6390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065328.000000 Penalty: 106475.343750
Iteration 134Q: 47 clusters Score -1.540653e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 29121 members 
Mstep: Class 3 contains 113392 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31825 members 
Mstep: Class 6 contains 31969 members 
Mstep: Class 7 contains 9446 members 
Mstep: Class 8 contains 5413 members 
Mstep: Class 9 contains 190639 members 
Mstep: Class 10 contains 13668 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 73585 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 167276 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 17 contains 65652 members 
Mstep: Class 18 contains 83298 members 
Mstep: Class 19 contains 116926 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 38910 members 
Mstep: Class 22 contains 37657 members 
Mstep: Class 23 contains 4323 members 
Mstep: Class 24 contains 97706 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26569 members 
Mstep: Class 27 contains 4241 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 7586 members 
Mstep: Class 30 contains 54302 members 
Mstep: Class 31 contains 3195 members 
Mstep: Class 32 contains 12320 members 
Mstep: Class 33 contains 2718 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30538 members 
Mstep: Class 36 contains 155686 members 
Mstep: Class 37 contains 8864 members 
Mstep: Class 38 contains 3052 members 
Mstep: Class 39 contains 1196 members 
Mstep: Class 40 contains 1659 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 8733 members 
Mstep: Class 43 contains 6971 members 
Mstep: Class 44 contains 3149 members 
Mstep: Class 45 contains 9174 members 
Mstep: Class 46 contains 6417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065472.000000 Penalty: 106475.343750
Iteration 135Q: 47 clusters Score -1.540655e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 3 contains 113389 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31822 members 
Mstep: Class 6 contains 31955 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 190695 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 73576 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 6026 members 
Mstep: Class 15 contains 167319 members 
Mstep: Class 16 contains 4525 members 
Mstep: Class 17 contains 65650 members 
Mstep: Class 18 contains 83280 members 
Mstep: Class 19 contains 116909 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 38892 members 
Mstep: Class 22 contains 37651 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 97698 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26571 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 4950 members 
Mstep: Class 29 contains 7537 members 
Mstep: Class 30 contains 54296 members 
Mstep: Class 31 contains 3195 members 
Mstep: Class 32 contains 12337 members 
Mstep: Class 33 contains 2718 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30534 members 
Mstep: Class 36 contains 155663 members 
Mstep: Class 37 contains 8868 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 1195 members 
Mstep: Class 40 contains 1662 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 8735 members 
Mstep: Class 43 contains 6975 members 
Mstep: Class 44 contains 3147 members 
Mstep: Class 45 contains 9177 members 
Mstep: Class 46 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065536.000000 Penalty: 106475.343750
Iteration 136Q: 47 clusters Score -1.540655e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 29109 members 
Mstep: Class 3 contains 113386 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31823 members 
Mstep: Class 6 contains 31948 members 
Mstep: Class 7 contains 9435 members 
Mstep: Class 8 contains 5391 members 
Mstep: Class 9 contains 190740 members 
Mstep: Class 10 contains 13743 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 73560 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 167341 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 65648 members 
Mstep: Class 18 contains 83262 members 
Mstep: Class 19 contains 116910 members 
Mstep: Class 20 contains 6359 members 
Mstep: Class 21 contains 38886 members 
Mstep: Class 22 contains 37660 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 97698 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4248 members 
Mstep: Class 28 contains 4949 members 
Mstep: Class 29 contains 7487 members 
Mstep: Class 30 contains 54292 members 
Mstep: Class 31 contains 3195 members 
Mstep: Class 32 contains 12341 members 
Mstep: Class 33 contains 2721 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 155650 members 
Mstep: Class 37 contains 8870 members 
Mstep: Class 38 contains 3050 members 
Mstep: Class 39 contains 1195 members 
Mstep: Class 40 contains 1665 members 
Mstep: Class 41 contains 1980 members 
Mstep: Class 42 contains 8740 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 3145 members 
Mstep: Class 45 contains 9178 members 
Mstep: Class 46 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065712.000000 Penalty: 106475.343750
Iteration 137Q: 47 clusters Score -1.540657e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 113382 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31823 members 
Mstep: Class 6 contains 31935 members 
Mstep: Class 7 contains 9426 members 
Mstep: Class 8 contains 5383 members 
Mstep: Class 9 contains 190773 members 
Mstep: Class 10 contains 13779 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 73548 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 167351 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 65646 members 
Mstep: Class 18 contains 83239 members 
Mstep: Class 19 contains 116906 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 38882 members 
Mstep: Class 22 contains 37652 members 
Mstep: Class 23 contains 4329 members 
Mstep: Class 24 contains 97704 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 4954 members 
Mstep: Class 29 contains 7453 members 
Mstep: Class 30 contains 54289 members 
Mstep: Class 31 contains 3197 members 
Mstep: Class 32 contains 12351 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30525 members 
Mstep: Class 36 contains 155656 members 
Mstep: Class 37 contains 8872 members 
Mstep: Class 38 contains 3051 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 1664 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 8745 members 
Mstep: Class 43 contains 6980 members 
Mstep: Class 44 contains 3141 members 
Mstep: Class 45 contains 9179 members 
Mstep: Class 46 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065696.000000 Penalty: 106475.343750
Iteration 138Q: 47 clusters Score -1.540657e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 29089 members 
Mstep: Class 3 contains 113376 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 31818 members 
Mstep: Class 6 contains 31919 members 
Mstep: Class 7 contains 9419 members 
Mstep: Class 8 contains 5383 members 
Mstep: Class 9 contains 190827 members 
Mstep: Class 10 contains 13811 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 73539 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 167387 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 65648 members 
Mstep: Class 18 contains 83210 members 
Mstep: Class 19 contains 116897 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 38868 members 
Mstep: Class 22 contains 37641 members 
Mstep: Class 23 contains 4332 members 
Mstep: Class 24 contains 97708 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 26572 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 7417 members 
Mstep: Class 30 contains 54286 members 
Mstep: Class 31 contains 3199 members 
Mstep: Class 32 contains 12359 members 
Mstep: Class 33 contains 2728 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155647 members 
Mstep: Class 37 contains 8872 members 
Mstep: Class 38 contains 3051 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 1666 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 8750 members 
Mstep: Class 43 contains 6983 members 
Mstep: Class 44 contains 3138 members 
Mstep: Class 45 contains 9182 members 
Mstep: Class 46 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065936.000000 Penalty: 106475.343750
Iteration 139Q: 47 clusters Score -1.540659e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 29081 members 
Mstep: Class 3 contains 113357 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 31814 members 
Mstep: Class 6 contains 31910 members 
Mstep: Class 7 contains 9416 members 
Mstep: Class 8 contains 5375 members 
Mstep: Class 9 contains 190881 members 
Mstep: Class 10 contains 13843 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 73521 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 167430 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 65643 members 
Mstep: Class 18 contains 83175 members 
Mstep: Class 19 contains 116883 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 38865 members 
Mstep: Class 22 contains 37644 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 97706 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 7383 members 
Mstep: Class 30 contains 54285 members 
Mstep: Class 31 contains 3197 members 
Mstep: Class 32 contains 12363 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 155648 members 
Mstep: Class 37 contains 8874 members 
Mstep: Class 38 contains 3051 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 1669 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 8752 members 
Mstep: Class 43 contains 6989 members 
Mstep: Class 44 contains 3136 members 
Mstep: Class 45 contains 9173 members 
Mstep: Class 46 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066096.000000 Penalty: 106475.343750
Iteration 140F: 47 clusters Score -1.540661e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 29068 members 
Mstep: Class 3 contains 113346 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31809 members 
Mstep: Class 6 contains 31904 members 
Mstep: Class 7 contains 9419 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 190909 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 73511 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 167470 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 65641 members 
Mstep: Class 18 contains 83148 members 
Mstep: Class 19 contains 116873 members 
Mstep: Class 20 contains 6259 members 
Mstep: Class 21 contains 38861 members 
Mstep: Class 22 contains 37640 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 97697 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4255 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 7339 members 
Mstep: Class 30 contains 54282 members 
Mstep: Class 31 contains 3197 members 
Mstep: Class 32 contains 12367 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30535 members 
Mstep: Class 36 contains 155654 members 
Mstep: Class 37 contains 8876 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 1672 members 
Mstep: Class 41 contains 1999 members 
Mstep: Class 42 contains 8760 members 
Mstep: Class 43 contains 6994 members 
Mstep: Class 44 contains 3136 members 
Mstep: Class 45 contains 9171 members 
Mstep: Class 46 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066032.000000 Penalty: 106475.343750
Iteration 141Q: 47 clusters Score -1.54066e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 29059 members 
Mstep: Class 3 contains 113331 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31801 members 
Mstep: Class 6 contains 31900 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 5355 members 
Mstep: Class 9 contains 190957 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 11328 members 
Mstep: Class 12 contains 73505 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 167514 members 
Mstep: Class 16 contains 4583 members 
Mstep: Class 17 contains 65636 members 
Mstep: Class 18 contains 83125 members 
Mstep: Class 19 contains 116857 members 
Mstep: Class 20 contains 6242 members 
Mstep: Class 21 contains 38852 members 
Mstep: Class 22 contains 37646 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 97686 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 26579 members 
Mstep: Class 27 contains 4261 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 54283 members 
Mstep: Class 31 contains 3197 members 
Mstep: Class 32 contains 12369 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30532 members 
Mstep: Class 36 contains 155655 members 
Mstep: Class 37 contains 8876 members 
Mstep: Class 38 contains 3047 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 1669 members 
Mstep: Class 41 contains 2000 members 
Mstep: Class 42 contains 8766 members 
Mstep: Class 43 contains 6995 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 9167 members 
Mstep: Class 46 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066208.000000 Penalty: 106475.343750
Iteration 142Q: 47 clusters Score -1.540662e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29053 members 
Mstep: Class 3 contains 113308 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 31899 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 191008 members 
Mstep: Class 10 contains 13963 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 73494 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 167562 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 65636 members 
Mstep: Class 18 contains 83096 members 
Mstep: Class 19 contains 116840 members 
Mstep: Class 20 contains 6243 members 
Mstep: Class 21 contains 38840 members 
Mstep: Class 22 contains 37646 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 97684 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 26586 members 
Mstep: Class 27 contains 4269 members 
Mstep: Class 28 contains 4960 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 54282 members 
Mstep: Class 31 contains 3198 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 155653 members 
Mstep: Class 37 contains 8878 members 
Mstep: Class 38 contains 3045 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 1672 members 
Mstep: Class 41 contains 2002 members 
Mstep: Class 42 contains 8769 members 
Mstep: Class 43 contains 6995 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 9165 members 
Mstep: Class 46 contains 6580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066416.000000 Penalty: 106475.343750
Iteration 143Q: 47 clusters Score -1.540664e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 113299 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 31896 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 5337 members 
Mstep: Class 9 contains 191067 members 
Mstep: Class 10 contains 13998 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 73484 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 167591 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 65634 members 
Mstep: Class 18 contains 83070 members 
Mstep: Class 19 contains 116827 members 
Mstep: Class 20 contains 6235 members 
Mstep: Class 21 contains 38842 members 
Mstep: Class 22 contains 37653 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 97679 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 26587 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 4961 members 
Mstep: Class 29 contains 7155 members 
Mstep: Class 30 contains 54282 members 
Mstep: Class 31 contains 3199 members 
Mstep: Class 32 contains 12385 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 155629 members 
Mstep: Class 37 contains 8880 members 
Mstep: Class 38 contains 3044 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 2005 members 
Mstep: Class 42 contains 8772 members 
Mstep: Class 43 contains 6997 members 
Mstep: Class 44 contains 3130 members 
Mstep: Class 45 contains 9167 members 
Mstep: Class 46 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066272.000000 Penalty: 106475.343750
Iteration 144Q: 47 clusters Score -1.540663e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29034 members 
Mstep: Class 3 contains 113281 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31783 members 
Mstep: Class 6 contains 31901 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 191141 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 73466 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 167624 members 
Mstep: Class 16 contains 4598 members 
Mstep: Class 17 contains 65630 members 
Mstep: Class 18 contains 83039 members 
Mstep: Class 19 contains 116816 members 
Mstep: Class 20 contains 6238 members 
Mstep: Class 21 contains 38836 members 
Mstep: Class 22 contains 37657 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 97674 members 
Mstep: Class 25 contains 3151 members 
Mstep: Class 26 contains 26586 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 7084 members 
Mstep: Class 30 contains 54276 members 
Mstep: Class 31 contains 3199 members 
Mstep: Class 32 contains 12389 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30528 members 
Mstep: Class 36 contains 155623 members 
Mstep: Class 37 contains 8883 members 
Mstep: Class 38 contains 3043 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8779 members 
Mstep: Class 43 contains 7004 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 9169 members 
Mstep: Class 46 contains 6595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066112.000000 Penalty: 106475.343750
Iteration 145Q: 47 clusters Score -1.540661e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29023 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31775 members 
Mstep: Class 6 contains 31904 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 191210 members 
Mstep: Class 10 contains 14082 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 73441 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 167663 members 
Mstep: Class 16 contains 4606 members 
Mstep: Class 17 contains 65624 members 
Mstep: Class 18 contains 83005 members 
Mstep: Class 19 contains 116805 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 38825 members 
Mstep: Class 22 contains 37660 members 
Mstep: Class 23 contains 4351 members 
Mstep: Class 24 contains 97673 members 
Mstep: Class 25 contains 3150 members 
Mstep: Class 26 contains 26585 members 
Mstep: Class 27 contains 4282 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 7025 members 
Mstep: Class 30 contains 54271 members 
Mstep: Class 31 contains 3199 members 
Mstep: Class 32 contains 12390 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30532 members 
Mstep: Class 36 contains 155617 members 
Mstep: Class 37 contains 8889 members 
Mstep: Class 38 contains 3042 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 2008 members 
Mstep: Class 42 contains 8786 members 
Mstep: Class 43 contains 7006 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 9176 members 
Mstep: Class 46 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066080.000000 Penalty: 106475.343750
Iteration 146Q: 47 clusters Score -1.540661e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 29015 members 
Mstep: Class 3 contains 113266 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31772 members 
Mstep: Class 6 contains 31905 members 
Mstep: Class 7 contains 9368 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 191268 members 
Mstep: Class 10 contains 14139 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 73412 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 167698 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 65614 members 
Mstep: Class 18 contains 82984 members 
Mstep: Class 19 contains 116806 members 
Mstep: Class 20 contains 6257 members 
Mstep: Class 21 contains 38811 members 
Mstep: Class 22 contains 37668 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26585 members 
Mstep: Class 27 contains 4287 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 6954 members 
Mstep: Class 30 contains 54266 members 
Mstep: Class 31 contains 3197 members 
Mstep: Class 32 contains 12396 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30531 members 
Mstep: Class 36 contains 155592 members 
Mstep: Class 37 contains 8893 members 
Mstep: Class 38 contains 3039 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1684 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8794 members 
Mstep: Class 43 contains 7006 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 9182 members 
Mstep: Class 46 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066080.000000 Penalty: 106475.343750
Iteration 147Q: 47 clusters Score -1.540661e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 29006 members 
Mstep: Class 3 contains 113254 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31768 members 
Mstep: Class 6 contains 31907 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 191316 members 
Mstep: Class 10 contains 14220 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 73374 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 167711 members 
Mstep: Class 16 contains 4607 members 
Mstep: Class 17 contains 65609 members 
Mstep: Class 18 contains 82967 members 
Mstep: Class 19 contains 116791 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 38799 members 
Mstep: Class 22 contains 37688 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 97668 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26586 members 
Mstep: Class 27 contains 4294 members 
Mstep: Class 28 contains 4947 members 
Mstep: Class 29 contains 6875 members 
Mstep: Class 30 contains 54263 members 
Mstep: Class 31 contains 3196 members 
Mstep: Class 32 contains 12398 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30533 members 
Mstep: Class 36 contains 155599 members 
Mstep: Class 37 contains 8894 members 
Mstep: Class 38 contains 3038 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1687 members 
Mstep: Class 41 contains 2010 members 
Mstep: Class 42 contains 8803 members 
Mstep: Class 43 contains 7008 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 9180 members 
Mstep: Class 46 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066144.000000 Penalty: 106475.343750
Iteration 148Q: 47 clusters Score -1.540661e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29000 members 
Mstep: Class 3 contains 113242 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31768 members 
Mstep: Class 6 contains 31910 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 191367 members 
Mstep: Class 10 contains 14289 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 73339 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 167711 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 65602 members 
Mstep: Class 18 contains 82941 members 
Mstep: Class 19 contains 116787 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 38799 members 
Mstep: Class 22 contains 37697 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 97675 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26579 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 4947 members 
Mstep: Class 29 contains 6800 members 
Mstep: Class 30 contains 54260 members 
Mstep: Class 31 contains 3196 members 
Mstep: Class 32 contains 12398 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30536 members 
Mstep: Class 36 contains 155610 members 
Mstep: Class 37 contains 8896 members 
Mstep: Class 38 contains 3037 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1689 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8809 members 
Mstep: Class 43 contains 7008 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 9182 members 
Mstep: Class 46 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066080.000000 Penalty: 106475.343750
Iteration 149Q: 47 clusters Score -1.540661e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 29003 members 
Mstep: Class 3 contains 113219 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31765 members 
Mstep: Class 6 contains 31916 members 
Mstep: Class 7 contains 9358 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 191410 members 
Mstep: Class 10 contains 14368 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 73310 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 167732 members 
Mstep: Class 16 contains 4613 members 
Mstep: Class 17 contains 65597 members 
Mstep: Class 18 contains 82921 members 
Mstep: Class 19 contains 116789 members 
Mstep: Class 20 contains 6260 members 
Mstep: Class 21 contains 38803 members 
Mstep: Class 22 contains 37696 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 97670 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26582 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 4947 members 
Mstep: Class 29 contains 6721 members 
Mstep: Class 30 contains 54258 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12402 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30539 members 
Mstep: Class 36 contains 155605 members 
Mstep: Class 37 contains 8897 members 
Mstep: Class 38 contains 3035 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1685 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8809 members 
Mstep: Class 43 contains 7009 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 9186 members 
Mstep: Class 46 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066176.000000 Penalty: 106475.343750
Iteration 150Q: 47 clusters Score -1.540662e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 29001 members 
Mstep: Class 3 contains 113195 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31764 members 
Mstep: Class 6 contains 31916 members 
Mstep: Class 7 contains 9353 members 
Mstep: Class 8 contains 5303 members 
Mstep: Class 9 contains 191474 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 73273 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 6020 members 
Mstep: Class 15 contains 167749 members 
Mstep: Class 16 contains 4616 members 
Mstep: Class 17 contains 65594 members 
Mstep: Class 18 contains 82907 members 
Mstep: Class 19 contains 116784 members 
Mstep: Class 20 contains 6267 members 
Mstep: Class 21 contains 38809 members 
Mstep: Class 22 contains 37701 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 97670 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26581 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 54255 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12405 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30541 members 
Mstep: Class 36 contains 155591 members 
Mstep: Class 37 contains 8898 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 1189 members 
Mstep: Class 40 contains 1683 members 
Mstep: Class 41 contains 2008 members 
Mstep: Class 42 contains 8810 members 
Mstep: Class 43 contains 7008 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 9190 members 
Mstep: Class 46 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066208.000000 Penalty: 106475.343750
Iteration 151Q: 47 clusters Score -1.540662e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28996 members 
Mstep: Class 3 contains 113175 members 
Mstep: Class 4 contains 20422 members 
Mstep: Class 5 contains 31761 members 
Mstep: Class 6 contains 31915 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 191534 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73239 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 167753 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 65581 members 
Mstep: Class 18 contains 82893 members 
Mstep: Class 19 contains 116791 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 38805 members 
Mstep: Class 22 contains 37703 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 97671 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26577 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 54251 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30542 members 
Mstep: Class 36 contains 155601 members 
Mstep: Class 37 contains 8900 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 1188 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8813 members 
Mstep: Class 43 contains 7010 members 
Mstep: Class 44 contains 3130 members 
Mstep: Class 45 contains 9192 members 
Mstep: Class 46 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066288.000000 Penalty: 106475.343750
Iteration 152Q: 47 clusters Score -1.540663e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28994 members 
Mstep: Class 3 contains 113163 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31760 members 
Mstep: Class 6 contains 31909 members 
Mstep: Class 7 contains 9345 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 191570 members 
Mstep: Class 10 contains 14668 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 73197 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167765 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65572 members 
Mstep: Class 18 contains 82870 members 
Mstep: Class 19 contains 116795 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 21 contains 38809 members 
Mstep: Class 22 contains 37690 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 97668 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26572 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 6455 members 
Mstep: Class 30 contains 54247 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12417 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30541 members 
Mstep: Class 36 contains 155636 members 
Mstep: Class 37 contains 8901 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 1188 members 
Mstep: Class 40 contains 1680 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8815 members 
Mstep: Class 43 contains 7012 members 
Mstep: Class 44 contains 3129 members 
Mstep: Class 45 contains 9195 members 
Mstep: Class 46 contains 6637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066272.000000 Penalty: 106475.343750
Iteration 153Q: 47 clusters Score -1.540663e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28996 members 
Mstep: Class 3 contains 113149 members 
Mstep: Class 4 contains 20423 members 
Mstep: Class 5 contains 31759 members 
Mstep: Class 6 contains 31907 members 
Mstep: Class 7 contains 9343 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 191609 members 
Mstep: Class 10 contains 14779 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 73161 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167768 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 65567 members 
Mstep: Class 18 contains 82853 members 
Mstep: Class 19 contains 116801 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 38805 members 
Mstep: Class 22 contains 37672 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 97664 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26565 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 4944 members 
Mstep: Class 29 contains 6382 members 
Mstep: Class 30 contains 54242 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12423 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30537 members 
Mstep: Class 36 contains 155663 members 
Mstep: Class 37 contains 8904 members 
Mstep: Class 38 contains 3016 members 
Mstep: Class 39 contains 1188 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7014 members 
Mstep: Class 44 contains 3128 members 
Mstep: Class 45 contains 9196 members 
Mstep: Class 46 contains 6638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066304.000000 Penalty: 106475.343750
Iteration 154Q: 47 clusters Score -1.540663e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28996 members 
Mstep: Class 3 contains 113140 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31759 members 
Mstep: Class 6 contains 31908 members 
Mstep: Class 7 contains 9346 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 191642 members 
Mstep: Class 10 contains 14896 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 73126 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 167766 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 65565 members 
Mstep: Class 18 contains 82815 members 
Mstep: Class 19 contains 116793 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 38799 members 
Mstep: Class 22 contains 37652 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 97661 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4304 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 6287 members 
Mstep: Class 30 contains 54242 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12429 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30538 members 
Mstep: Class 36 contains 155711 members 
Mstep: Class 37 contains 8905 members 
Mstep: Class 38 contains 3016 members 
Mstep: Class 39 contains 1188 members 
Mstep: Class 40 contains 1670 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7018 members 
Mstep: Class 44 contains 3129 members 
Mstep: Class 45 contains 9199 members 
Mstep: Class 46 contains 6641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066176.000000 Penalty: 106475.343750
Iteration 155Q: 47 clusters Score -1.540662e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28994 members 
Mstep: Class 3 contains 113134 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 31761 members 
Mstep: Class 6 contains 31905 members 
Mstep: Class 7 contains 9349 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 191669 members 
Mstep: Class 10 contains 14988 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 73100 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 6015 members 
Mstep: Class 15 contains 167760 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 65560 members 
Mstep: Class 18 contains 82770 members 
Mstep: Class 19 contains 116784 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 38792 members 
Mstep: Class 22 contains 37623 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 97666 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26549 members 
Mstep: Class 27 contains 4306 members 
Mstep: Class 28 contains 4944 members 
Mstep: Class 29 contains 6216 members 
Mstep: Class 30 contains 54242 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12441 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30541 members 
Mstep: Class 36 contains 155759 members 
Mstep: Class 37 contains 8906 members 
Mstep: Class 38 contains 3012 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1666 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7020 members 
Mstep: Class 44 contains 3129 members 
Mstep: Class 45 contains 9200 members 
Mstep: Class 46 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065760.000000 Penalty: 106475.343750
Iteration 156Q: 47 clusters Score -1.540658e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113130 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 31905 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 5273 members 
Mstep: Class 9 contains 191707 members 
Mstep: Class 10 contains 15068 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 73073 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167760 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 65558 members 
Mstep: Class 18 contains 82717 members 
Mstep: Class 19 contains 116781 members 
Mstep: Class 20 contains 6359 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 22 contains 37602 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 97670 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26545 members 
Mstep: Class 27 contains 4313 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 6156 members 
Mstep: Class 30 contains 54238 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12448 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30544 members 
Mstep: Class 36 contains 155780 members 
Mstep: Class 37 contains 8909 members 
Mstep: Class 38 contains 3010 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1660 members 
Mstep: Class 41 contains 2009 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7022 members 
Mstep: Class 44 contains 3130 members 
Mstep: Class 45 contains 9200 members 
Mstep: Class 46 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065696.000000 Penalty: 106475.343750
Iteration 157Q: 47 clusters Score -1.540657e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28990 members 
Mstep: Class 3 contains 113125 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 31763 members 
Mstep: Class 6 contains 31909 members 
Mstep: Class 7 contains 9341 members 
Mstep: Class 8 contains 5255 members 
Mstep: Class 9 contains 191744 members 
Mstep: Class 10 contains 15140 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73053 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 6015 members 
Mstep: Class 15 contains 167767 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65556 members 
Mstep: Class 18 contains 82670 members 
Mstep: Class 19 contains 116767 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 38789 members 
Mstep: Class 22 contains 37581 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97670 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26543 members 
Mstep: Class 27 contains 4318 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 54233 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12455 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30546 members 
Mstep: Class 36 contains 155795 members 
Mstep: Class 37 contains 8913 members 
Mstep: Class 38 contains 3011 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1657 members 
Mstep: Class 41 contains 2010 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7027 members 
Mstep: Class 44 contains 3129 members 
Mstep: Class 45 contains 9202 members 
Mstep: Class 46 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065872.000000 Penalty: 106475.343750
Iteration 158Q: 47 clusters Score -1.540659e+08 nChanged 625
Entering ConstructFrom: 
Score: -154065872.000000 Penalty: 106475.343750
Entering ConstructFrom: 
Trying to split cluster 1 (10280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Entering Unmasked Estep 
Score: -1074652.875000 Penalty: 1501.167725
	Iteration 0F: 2 clusters Score -1074653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1067304.000000 Penalty: 3002.335449
	Iteration 0F: 3 clusters Score -1067304 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1069648.250000 Penalty: 3002.335449
	Iteration 1F: 3 clusters Score -1069648 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1069965.000000 Penalty: 3002.335449
	Iteration 2F: 3 clusters Score -1069965 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1070230.750000 Penalty: 3002.335449
	Iteration 3F: 3 clusters Score -1070231 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1070506.875000 Penalty: 3002.335449
	Iteration 4F: 3 clusters Score -1070507 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1070783.625000 Penalty: 3002.335449
	Iteration 5Q: 3 clusters Score -1070784 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1071059.500000 Penalty: 3002.335449
	Iteration 6Q: 3 clusters Score -1071060 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1071382.625000 Penalty: 3002.335449
	Iteration 7Q: 3 clusters Score -1071383 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1071737.750000 Penalty: 3002.335449
	Iteration 8Q: 3 clusters Score -1071738 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1072080.750000 Penalty: 3002.335449
	Iteration 9Q: 3 clusters Score -1072081 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1072375.375000 Penalty: 3002.335449
	Iteration 10Q: 3 clusters Score -1072375 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1072563.125000 Penalty: 3002.335449
	Iteration 11Q: 3 clusters Score -1072563 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1072696.750000 Penalty: 3002.335449
	Iteration 12Q: 3 clusters Score -1072697 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1072806.250000 Penalty: 3002.335449
	Iteration 13Q: 3 clusters Score -1072806 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1072902.750000 Penalty: 3002.335449
	Iteration 14Q: 3 clusters Score -1072903 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1072977.625000 Penalty: 3002.335449
	Iteration 15Q: 3 clusters Score -1072978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1073061.250000 Penalty: 3002.335449
	Iteration 16Q: 3 clusters Score -1073061 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1073156.250000 Penalty: 3002.335449
	Iteration 17Q: 3 clusters Score -1073156 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1073236.500000 Penalty: 3002.335449
	Iteration 18Q: 3 clusters Score -1073236 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1073302.375000 Penalty: 3002.335449
	Iteration 19Q: 3 clusters Score -1073302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1073401.750000 Penalty: 3002.335449
	Iteration 20F: 3 clusters Score -1073402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1073535.000000 Penalty: 3002.335449
	Iteration 21Q: 3 clusters Score -1073535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1073626.875000 Penalty: 3002.335449
	Iteration 22Q: 3 clusters Score -1073627 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1073714.500000 Penalty: 3002.335449
	Iteration 23Q: 3 clusters Score -1073714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1073786.000000 Penalty: 3002.335449
	Iteration 24Q: 3 clusters Score -1073786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1073834.250000 Penalty: 3002.335449
	Iteration 25Q: 3 clusters Score -1073834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1073868.125000 Penalty: 3002.335449
	Iteration 26Q: 3 clusters Score -1073868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1073886.750000 Penalty: 3002.335449
	Iteration 27Q: 3 clusters Score -1073887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1073896.875000 Penalty: 3002.335449
	Iteration 28Q: 3 clusters Score -1073897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1073906.625000 Penalty: 3002.335449
	Iteration 29Q: 3 clusters Score -1073907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1073910.375000 Penalty: 3002.335449
	Iteration 30Q: 3 clusters Score -1073910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1073912.250000 Penalty: 3002.335449
	Iteration 31Q: 3 clusters Score -1073912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1073913.375000 Penalty: 3002.335449
	Iteration 32Q: 3 clusters Score -1073913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1073916.000000 Penalty: 3002.335449
	Iteration 33Q: 3 clusters Score -1073916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1073920.250000 Penalty: 3002.335449
	Iteration 34Q: 3 clusters Score -1073920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1073919.250000 Penalty: 3002.335449
	Iteration 35Q: 3 clusters Score -1073919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1073922.250000 Penalty: 3002.335449
	Iteration 36Q: 3 clusters Score -1073922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1073922.500000 Penalty: 3002.335449
	Iteration 37Q: 3 clusters Score -1073922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1073922.375000 Penalty: 3002.335449
	Iteration 38Q: 3 clusters Score -1073922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1073922.375000 Penalty: 3002.335449
	Iteration 39F: 3 clusters Score -1073922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Entering Unmasked Estep 
Score: -3006208.750000 Penalty: 1669.651001
	Iteration 0F: 2 clusters Score -3006209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2986740.000000 Penalty: 3339.302002
	Iteration 0F: 3 clusters Score -2986740 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2994071.250000 Penalty: 3339.302002
	Iteration 1F: 3 clusters Score -2994071 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2994415.750000 Penalty: 3339.302002
	Iteration 2Q: 3 clusters Score -2994416 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2994688.250000 Penalty: 3339.302002
	Iteration 3Q: 3 clusters Score -2994688 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2994979.250000 Penalty: 3339.302002
	Iteration 4Q: 3 clusters Score -2994979 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2995343.250000 Penalty: 3339.302002
	Iteration 5Q: 3 clusters Score -2995343 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2995723.750000 Penalty: 3339.302002
	Iteration 6Q: 3 clusters Score -2995724 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2996221.000000 Penalty: 3339.302002
	Iteration 7Q: 3 clusters Score -2996221 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2996749.750000 Penalty: 3339.302002
	Iteration 8Q: 3 clusters Score -2996750 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2997337.000000 Penalty: 3339.302002
	Iteration 9Q: 3 clusters Score -2997337 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2997880.750000 Penalty: 3339.302002
	Iteration 10Q: 3 clusters Score -2997881 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2998385.500000 Penalty: 3339.302002
	Iteration 11Q: 3 clusters Score -2998386 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2998836.000000 Penalty: 3339.302002
	Iteration 12Q: 3 clusters Score -2998836 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2999130.500000 Penalty: 3339.302002
	Iteration 13Q: 3 clusters Score -2999130 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2999359.750000 Penalty: 3339.302002
	Iteration 14Q: 3 clusters Score -2999360 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2999580.500000 Penalty: 3339.302002
	Iteration 15Q: 3 clusters Score -2999580 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2999733.750000 Penalty: 3339.302002
	Iteration 16Q: 3 clusters Score -2999734 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2999936.250000 Penalty: 3339.302002
	Iteration 17Q: 3 clusters Score -2999936 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3000157.000000 Penalty: 3339.302002
	Iteration 18Q: 3 clusters Score -3000157 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3000450.000000 Penalty: 3339.302002
	Iteration 19Q: 3 clusters Score -3000450 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3000886.750000 Penalty: 3339.302002
	Iteration 20F: 3 clusters Score -3000887 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3001373.250000 Penalty: 3339.302002
	Iteration 21Q: 3 clusters Score -3001373 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3001820.500000 Penalty: 3339.302002
	Iteration 22Q: 3 clusters Score -3001820 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3002202.750000 Penalty: 3339.302002
	Iteration 23Q: 3 clusters Score -3002203 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3002542.750000 Penalty: 3339.302002
	Iteration 24Q: 3 clusters Score -3002543 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3002805.750000 Penalty: 3339.302002
	Iteration 25Q: 3 clusters Score -3002806 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3003056.500000 Penalty: 3339.302002
	Iteration 26Q: 3 clusters Score -3003056 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3003302.500000 Penalty: 3339.302002
	Iteration 27Q: 3 clusters Score -3003302 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3003516.500000 Penalty: 3339.302002
	Iteration 28Q: 3 clusters Score -3003516 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3003708.000000 Penalty: 3339.302002
	Iteration 29Q: 3 clusters Score -3003708 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3003925.500000 Penalty: 3339.302002
	Iteration 30Q: 3 clusters Score -3003926 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3004105.500000 Penalty: 3339.302002
	Iteration 31Q: 3 clusters Score -3004106 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3004259.750000 Penalty: 3339.302002
	Iteration 32Q: 3 clusters Score -3004260 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3004402.250000 Penalty: 3339.302002
	Iteration 33Q: 3 clusters Score -3004402 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3004510.250000 Penalty: 3339.302002
	Iteration 34Q: 3 clusters Score -3004510 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3004616.250000 Penalty: 3339.302002
	Iteration 35Q: 3 clusters Score -3004616 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3004692.750000 Penalty: 3339.302002
	Iteration 36Q: 3 clusters Score -3004693 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3004745.500000 Penalty: 3339.302002
	Iteration 37Q: 3 clusters Score -3004746 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3004796.750000 Penalty: 3339.302002
	Iteration 38Q: 3 clusters Score -3004797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3004830.250000 Penalty: 3339.302002
	Iteration 39Q: 3 clusters Score -3004830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3004866.000000 Penalty: 3339.302002
	Iteration 40F: 3 clusters Score -3004866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3004899.000000 Penalty: 3339.302002
	Iteration 41Q: 3 clusters Score -3004899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3004939.000000 Penalty: 3339.302002
	Iteration 42Q: 3 clusters Score -3004939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3004969.750000 Penalty: 3339.302002
	Iteration 43Q: 3 clusters Score -3004970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3004980.750000 Penalty: 3339.302002
	Iteration 44Q: 3 clusters Score -3004981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3004985.000000 Penalty: 3339.302002
	Iteration 45Q: 3 clusters Score -3004985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3004999.500000 Penalty: 3339.302002
	Iteration 46Q: 3 clusters Score -3005000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3005004.500000 Penalty: 3339.302002
	Iteration 47Q: 3 clusters Score -3005004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3005013.000000 Penalty: 3339.302002
	Iteration 48Q: 3 clusters Score -3005013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3005012.750000 Penalty: 3339.302002
	Iteration 49Q: 3 clusters Score -3005013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3005017.500000 Penalty: 3339.302002
	Iteration 50Q: 3 clusters Score -3005018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3005032.500000 Penalty: 3339.302002
	Iteration 51Q: 3 clusters Score -3005032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3005039.500000 Penalty: 3339.302002
	Iteration 52Q: 3 clusters Score -3005040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3005047.500000 Penalty: 3339.302002
	Iteration 53Q: 3 clusters Score -3005048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3005049.250000 Penalty: 3339.302002
	Iteration 54Q: 3 clusters Score -3005049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3005055.000000 Penalty: 3339.302002
	Iteration 55Q: 3 clusters Score -3005055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3005057.000000 Penalty: 3339.302002
	Iteration 56Q: 3 clusters Score -3005057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3005063.500000 Penalty: 3339.302002
	Iteration 57Q: 3 clusters Score -3005064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3005068.000000 Penalty: 3339.302002
	Iteration 58Q: 3 clusters Score -3005068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3005070.500000 Penalty: 3339.302002
	Iteration 59Q: 3 clusters Score -3005070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3005069.750000 Penalty: 3339.302002
	Iteration 60F: 3 clusters Score -3005070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3005067.500000 Penalty: 3339.302002
	Iteration 61Q: 3 clusters Score -3005068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3005065.000000 Penalty: 3339.302002
	Iteration 62Q: 3 clusters Score -3005065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3005069.000000 Penalty: 3339.302002
	Iteration 63Q: 3 clusters Score -3005069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3005074.500000 Penalty: 3339.302002
	Iteration 64Q: 3 clusters Score -3005074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3005076.500000 Penalty: 3339.302002
	Iteration 65Q: 3 clusters Score -3005076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3005081.000000 Penalty: 3339.302002
	Iteration 66Q: 3 clusters Score -3005081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3005089.750000 Penalty: 3339.302002
	Iteration 67Q: 3 clusters Score -3005090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3005095.500000 Penalty: 3339.302002
	Iteration 68Q: 3 clusters Score -3005096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3005099.000000 Penalty: 3339.302002
	Iteration 69Q: 3 clusters Score -3005099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3005102.750000 Penalty: 3339.302002
	Iteration 70Q: 3 clusters Score -3005103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3005100.750000 Penalty: 3339.302002
	Iteration 71Q: 3 clusters Score -3005101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3005106.500000 Penalty: 3339.302002
	Iteration 72Q: 3 clusters Score -3005106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3005107.500000 Penalty: 3339.302002
	Iteration 73Q: 3 clusters Score -3005108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3005111.500000 Penalty: 3339.302002
	Iteration 74Q: 3 clusters Score -3005112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3005114.500000 Penalty: 3339.302002
	Iteration 75Q: 3 clusters Score -3005114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3005117.750000 Penalty: 3339.302002
	Iteration 76Q: 3 clusters Score -3005118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3005114.750000 Penalty: 3339.302002
	Iteration 77Q: 3 clusters Score -3005115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3005114.250000 Penalty: 3339.302002
	Iteration 78Q: 3 clusters Score -3005114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3005115.250000 Penalty: 3339.302002
	Iteration 79Q: 3 clusters Score -3005115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3005112.750000 Penalty: 3339.302002
	Iteration 80F: 3 clusters Score -3005113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3005111.750000 Penalty: 3339.302002
	Iteration 81Q: 3 clusters Score -3005112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3005115.250000 Penalty: 3339.302002
	Iteration 82Q: 3 clusters Score -3005115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3005118.250000 Penalty: 3339.302002
	Iteration 83Q: 3 clusters Score -3005118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3005116.500000 Penalty: 3339.302002
	Iteration 84Q: 3 clusters Score -3005116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3005118.250000 Penalty: 3339.302002
	Iteration 85Q: 3 clusters Score -3005118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3005114.500000 Penalty: 3339.302002
	Iteration 86Q: 3 clusters Score -3005114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3005113.750000 Penalty: 3339.302002
	Iteration 87Q: 3 clusters Score -3005114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3005116.500000 Penalty: 3339.302002
	Iteration 88Q: 3 clusters Score -3005116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3005119.000000 Penalty: 3339.302002
	Iteration 89Q: 3 clusters Score -3005119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3005121.250000 Penalty: 3339.302002
	Iteration 90Q: 3 clusters Score -3005121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3005121.250000 Penalty: 3339.302002
	Iteration 91Q: 3 clusters Score -3005121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3005119.750000 Penalty: 3339.302002
	Iteration 92Q: 3 clusters Score -3005120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3005119.750000 Penalty: 3339.302002
	Iteration 93F: 3 clusters Score -3005120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113121 members 
Entering Unmasked Estep 
Score: -11846314.000000 Penalty: 1890.884644
	Iteration 0F: 2 clusters Score -1.184631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -11771002.000000 Penalty: 3781.769287
	Iteration 0F: 3 clusters Score -1.1771e+07 nChanged 54278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -11802612.000000 Penalty: 3781.769287
	Iteration 1F: 3 clusters Score -1.180261e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -11803518.000000 Penalty: 3781.769287
	Iteration 2Q: 3 clusters Score -1.180352e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -11804758.000000 Penalty: 3781.769287
	Iteration 3Q: 3 clusters Score -1.180476e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -11806371.000000 Penalty: 3781.769287
	Iteration 4Q: 3 clusters Score -1.180637e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -11809379.000000 Penalty: 3781.769287
	Iteration 5F: 3 clusters Score -1.180938e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -11813945.000000 Penalty: 3781.769287
	Iteration 6F: 3 clusters Score -1.181394e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -11820475.000000 Penalty: 3781.769287
	Iteration 7F: 3 clusters Score -1.182048e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -11828636.000000 Penalty: 3781.769287
	Iteration 8F: 3 clusters Score -1.182864e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -11835922.000000 Penalty: 3781.769287
	Iteration 9F: 3 clusters Score -1.183592e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -11841169.000000 Penalty: 3781.769287
	Iteration 10Q: 3 clusters Score -1.184117e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -11844357.000000 Penalty: 3781.769287
	Iteration 11Q: 3 clusters Score -1.184436e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -11845921.000000 Penalty: 3781.769287
	Iteration 12Q: 3 clusters Score -1.184592e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -11846348.000000 Penalty: 3781.769287
	Iteration 13Q: 3 clusters Score -1.184635e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -11846483.000000 Penalty: 3781.769287
	Iteration 14Q: 3 clusters Score -1.184648e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108785 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -11846572.000000 Penalty: 3781.769287
	Iteration 15Q: 3 clusters Score -1.184657e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -11846594.000000 Penalty: 3781.769287
	Iteration 16Q: 3 clusters Score -1.184659e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -11846624.000000 Penalty: 3781.769287
	Iteration 17Q: 3 clusters Score -1.184662e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -11846623.000000 Penalty: 3781.769287
	Iteration 18Q: 3 clusters Score -1.184662e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -11846608.000000 Penalty: 3781.769287
	Iteration 19Q: 3 clusters Score -1.184661e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -11846610.000000 Penalty: 3781.769287
	Iteration 20F: 3 clusters Score -1.184661e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -11846609.000000 Penalty: 3781.769287
	Iteration 21Q: 3 clusters Score -1.184661e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -11846610.000000 Penalty: 3781.769287
	Iteration 22Q: 3 clusters Score -1.184661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -11846628.000000 Penalty: 3781.769287
	Iteration 23Q: 3 clusters Score -1.184663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108572 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -11846638.000000 Penalty: 3781.769287
	Iteration 24Q: 3 clusters Score -1.184664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -11846640.000000 Penalty: 3781.769287
	Iteration 25Q: 3 clusters Score -1.184664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -11846633.000000 Penalty: 3781.769287
	Iteration 26Q: 3 clusters Score -1.184663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -11846632.000000 Penalty: 3781.769287
	Iteration 27Q: 3 clusters Score -1.184663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -11846649.000000 Penalty: 3781.769287
	Iteration 28Q: 3 clusters Score -1.184665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108489 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -11846652.000000 Penalty: 3781.769287
	Iteration 29Q: 3 clusters Score -1.184665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -11846658.000000 Penalty: 3781.769287
	Iteration 30Q: 3 clusters Score -1.184666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -11846665.000000 Penalty: 3781.769287
	Iteration 31Q: 3 clusters Score -1.184666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -11846660.000000 Penalty: 3781.769287
	Iteration 32Q: 3 clusters Score -1.184666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -11846663.000000 Penalty: 3781.769287
	Iteration 33Q: 3 clusters Score -1.184666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -11846654.000000 Penalty: 3781.769287
	Iteration 34Q: 3 clusters Score -1.184665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -11846664.000000 Penalty: 3781.769287
	Iteration 35Q: 3 clusters Score -1.184666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -11846657.000000 Penalty: 3781.769287
	Iteration 36Q: 3 clusters Score -1.184666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -11846664.000000 Penalty: 3781.769287
	Iteration 37Q: 3 clusters Score -1.184666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -11846660.000000 Penalty: 3781.769287
	Iteration 38Q: 3 clusters Score -1.184666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -11846665.000000 Penalty: 3781.769287
	Iteration 39Q: 3 clusters Score -1.184666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -11846665.000000 Penalty: 3781.769287
	Iteration 40F: 3 clusters Score -1.184666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 108448 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 3009 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 4673 members 
Entering Unmasked Estep 
Score: -154065616.000000 Penalty: 108790.023438
Splitting cluster 3 changes total score from -154065872.000000 to -154065616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Entering Unmasked Estep 
Score: -2142985.250000 Penalty: 1612.741699
	Iteration 0F: 2 clusters Score -2142985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2128972.000000 Penalty: 3225.483398
	Iteration 0F: 3 clusters Score -2128972 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2133930.500000 Penalty: 3225.483398
	Iteration 1F: 3 clusters Score -2133930 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2134241.750000 Penalty: 3225.483398
	Iteration 2Q: 3 clusters Score -2134242 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2134530.000000 Penalty: 3225.483398
	Iteration 3Q: 3 clusters Score -2134530 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2134861.750000 Penalty: 3225.483398
	Iteration 4Q: 3 clusters Score -2134862 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2135324.750000 Penalty: 3225.483398
	Iteration 5Q: 3 clusters Score -2135325 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2136016.500000 Penalty: 3225.483398
	Iteration 6F: 3 clusters Score -2136016 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2137118.250000 Penalty: 3225.483398
	Iteration 7F: 3 clusters Score -2137118 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2138563.750000 Penalty: 3225.483398
	Iteration 8F: 3 clusters Score -2138564 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2139925.250000 Penalty: 3225.483398
	Iteration 9F: 3 clusters Score -2139925 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2140838.500000 Penalty: 3225.483398
	Iteration 10Q: 3 clusters Score -2140838 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2141238.250000 Penalty: 3225.483398
	Iteration 11Q: 3 clusters Score -2141238 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2141422.250000 Penalty: 3225.483398
	Iteration 12Q: 3 clusters Score -2141422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2141521.500000 Penalty: 3225.483398
	Iteration 13Q: 3 clusters Score -2141522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2141573.000000 Penalty: 3225.483398
	Iteration 14Q: 3 clusters Score -2141573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2141598.250000 Penalty: 3225.483398
	Iteration 15Q: 3 clusters Score -2141598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2141611.250000 Penalty: 3225.483398
	Iteration 16Q: 3 clusters Score -2141611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2141625.250000 Penalty: 3225.483398
	Iteration 17Q: 3 clusters Score -2141625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2141629.000000 Penalty: 3225.483398
	Iteration 18Q: 3 clusters Score -2141629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2141636.000000 Penalty: 3225.483398
	Iteration 19Q: 3 clusters Score -2141636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2141636.000000 Penalty: 3225.483398
	Iteration 20F: 3 clusters Score -2141636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2141639.000000 Penalty: 3225.483398
	Iteration 21Q: 3 clusters Score -2141639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2141640.500000 Penalty: 3225.483398
	Iteration 22Q: 3 clusters Score -2141640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2141640.500000 Penalty: 3225.483398
	Iteration 23F: 3 clusters Score -2141640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Entering Unmasked Estep 
Score: -3226329.250000 Penalty: 1684.499634
	Iteration 0F: 2 clusters Score -3226329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3205035.750000 Penalty: 3368.999268
	Iteration 0F: 3 clusters Score -3205036 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3213300.750000 Penalty: 3368.999268
	Iteration 1F: 3 clusters Score -3213301 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3213750.750000 Penalty: 3368.999268
	Iteration 2Q: 3 clusters Score -3213751 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3214345.250000 Penalty: 3368.999268
	Iteration 3Q: 3 clusters Score -3214345 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3215213.500000 Penalty: 3368.999268
	Iteration 4F: 3 clusters Score -3215214 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3216510.250000 Penalty: 3368.999268
	Iteration 5F: 3 clusters Score -3216510 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3218281.500000 Penalty: 3368.999268
	Iteration 6F: 3 clusters Score -3218282 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3220204.000000 Penalty: 3368.999268
	Iteration 7F: 3 clusters Score -3220204 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3221834.500000 Penalty: 3368.999268
	Iteration 8F: 3 clusters Score -3221834 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3222975.750000 Penalty: 3368.999268
	Iteration 9Q: 3 clusters Score -3222976 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3223654.500000 Penalty: 3368.999268
	Iteration 10Q: 3 clusters Score -3223654 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3224055.000000 Penalty: 3368.999268
	Iteration 11Q: 3 clusters Score -3224055 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3224297.500000 Penalty: 3368.999268
	Iteration 12Q: 3 clusters Score -3224298 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3224447.250000 Penalty: 3368.999268
	Iteration 13Q: 3 clusters Score -3224447 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3224556.750000 Penalty: 3368.999268
	Iteration 14Q: 3 clusters Score -3224557 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3224621.500000 Penalty: 3368.999268
	Iteration 15Q: 3 clusters Score -3224622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3224681.750000 Penalty: 3368.999268
	Iteration 16Q: 3 clusters Score -3224682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3224729.750000 Penalty: 3368.999268
	Iteration 17Q: 3 clusters Score -3224730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3224780.000000 Penalty: 3368.999268
	Iteration 18Q: 3 clusters Score -3224780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3224813.750000 Penalty: 3368.999268
	Iteration 19Q: 3 clusters Score -3224814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3224829.500000 Penalty: 3368.999268
	Iteration 20F: 3 clusters Score -3224830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3224849.500000 Penalty: 3368.999268
	Iteration 21Q: 3 clusters Score -3224850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3224870.000000 Penalty: 3368.999268
	Iteration 22Q: 3 clusters Score -3224870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3224879.500000 Penalty: 3368.999268
	Iteration 23Q: 3 clusters Score -3224880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3224887.000000 Penalty: 3368.999268
	Iteration 24Q: 3 clusters Score -3224887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3224891.500000 Penalty: 3368.999268
	Iteration 25Q: 3 clusters Score -3224892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3224896.250000 Penalty: 3368.999268
	Iteration 26Q: 3 clusters Score -3224896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3224898.000000 Penalty: 3368.999268
	Iteration 27Q: 3 clusters Score -3224898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3224898.250000 Penalty: 3368.999268
	Iteration 28Q: 3 clusters Score -3224898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3224897.250000 Penalty: 3368.999268
	Iteration 29Q: 3 clusters Score -3224897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3224899.500000 Penalty: 3368.999268
	Iteration 30Q: 3 clusters Score -3224900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3224899.500000 Penalty: 3368.999268
	Iteration 31F: 3 clusters Score -3224900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Entering Unmasked Estep 
Score: -3037905.000000 Penalty: 1685.310913
	Iteration 0F: 2 clusters Score -3037905 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 15965 members 
Entering Unmasked Estep 
Score: -3016247.000000 Penalty: 3370.621826
	Iteration 0F: 3 clusters Score -3016247 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3025890.750000 Penalty: 3370.621826
	Iteration 1F: 3 clusters Score -3025891 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3027685.250000 Penalty: 3370.621826
	Iteration 2F: 3 clusters Score -3027685 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3029473.000000 Penalty: 3370.621826
	Iteration 3F: 3 clusters Score -3029473 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3030861.000000 Penalty: 3370.621826
	Iteration 4F: 3 clusters Score -3030861 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3031805.500000 Penalty: 3370.621826
	Iteration 5F: 3 clusters Score -3031806 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3032310.250000 Penalty: 3370.621826
	Iteration 6Q: 3 clusters Score -3032310 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3032646.500000 Penalty: 3370.621826
	Iteration 7Q: 3 clusters Score -3032646 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3032861.000000 Penalty: 3370.621826
	Iteration 8Q: 3 clusters Score -3032861 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3033067.750000 Penalty: 3370.621826
	Iteration 9Q: 3 clusters Score -3033068 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3033235.750000 Penalty: 3370.621826
	Iteration 10Q: 3 clusters Score -3033236 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3033481.500000 Penalty: 3370.621826
	Iteration 11Q: 3 clusters Score -3033482 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3033729.750000 Penalty: 3370.621826
	Iteration 12Q: 3 clusters Score -3033730 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3033996.000000 Penalty: 3370.621826
	Iteration 13Q: 3 clusters Score -3033996 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3034273.750000 Penalty: 3370.621826
	Iteration 14Q: 3 clusters Score -3034274 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3034476.750000 Penalty: 3370.621826
	Iteration 15Q: 3 clusters Score -3034477 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3034722.000000 Penalty: 3370.621826
	Iteration 16Q: 3 clusters Score -3034722 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3034975.500000 Penalty: 3370.621826
	Iteration 17Q: 3 clusters Score -3034976 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3035226.000000 Penalty: 3370.621826
	Iteration 18Q: 3 clusters Score -3035226 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3035460.250000 Penalty: 3370.621826
	Iteration 19Q: 3 clusters Score -3035460 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3035679.000000 Penalty: 3370.621826
	Iteration 20F: 3 clusters Score -3035679 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3035874.750000 Penalty: 3370.621826
	Iteration 21Q: 3 clusters Score -3035875 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3036038.000000 Penalty: 3370.621826
	Iteration 22Q: 3 clusters Score -3036038 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3036169.750000 Penalty: 3370.621826
	Iteration 23Q: 3 clusters Score -3036170 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3036297.250000 Penalty: 3370.621826
	Iteration 24Q: 3 clusters Score -3036297 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3036412.500000 Penalty: 3370.621826
	Iteration 25Q: 3 clusters Score -3036412 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3036524.750000 Penalty: 3370.621826
	Iteration 26Q: 3 clusters Score -3036525 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3036634.000000 Penalty: 3370.621826
	Iteration 27Q: 3 clusters Score -3036634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3036716.000000 Penalty: 3370.621826
	Iteration 28Q: 3 clusters Score -3036716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3036793.250000 Penalty: 3370.621826
	Iteration 29Q: 3 clusters Score -3036793 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3036862.500000 Penalty: 3370.621826
	Iteration 30Q: 3 clusters Score -3036862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3036917.750000 Penalty: 3370.621826
	Iteration 31Q: 3 clusters Score -3036918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3036944.750000 Penalty: 3370.621826
	Iteration 32Q: 3 clusters Score -3036945 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3036977.000000 Penalty: 3370.621826
	Iteration 33Q: 3 clusters Score -3036977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3036997.750000 Penalty: 3370.621826
	Iteration 34Q: 3 clusters Score -3036998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3037008.000000 Penalty: 3370.621826
	Iteration 35Q: 3 clusters Score -3037008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -3037032.500000 Penalty: 3370.621826
	Iteration 36Q: 3 clusters Score -3037032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3037044.750000 Penalty: 3370.621826
	Iteration 37Q: 3 clusters Score -3037045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3037076.250000 Penalty: 3370.621826
	Iteration 38Q: 3 clusters Score -3037076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3037087.000000 Penalty: 3370.621826
	Iteration 39Q: 3 clusters Score -3037087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3037093.250000 Penalty: 3370.621826
	Iteration 40F: 3 clusters Score -3037093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3037102.500000 Penalty: 3370.621826
	Iteration 41Q: 3 clusters Score -3037102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3037111.250000 Penalty: 3370.621826
	Iteration 42Q: 3 clusters Score -3037111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3037108.750000 Penalty: 3370.621826
	Iteration 43Q: 3 clusters Score -3037109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3037109.000000 Penalty: 3370.621826
	Iteration 44Q: 3 clusters Score -3037109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3037115.750000 Penalty: 3370.621826
	Iteration 45Q: 3 clusters Score -3037116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3037118.750000 Penalty: 3370.621826
	Iteration 46Q: 3 clusters Score -3037119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3037116.250000 Penalty: 3370.621826
	Iteration 47Q: 3 clusters Score -3037116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3037115.250000 Penalty: 3370.621826
	Iteration 48Q: 3 clusters Score -3037115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3037118.500000 Penalty: 3370.621826
	Iteration 49Q: 3 clusters Score -3037118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3037121.500000 Penalty: 3370.621826
	Iteration 50Q: 3 clusters Score -3037122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3037121.500000 Penalty: 3370.621826
	Iteration 51F: 3 clusters Score -3037122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -961202.500000 Penalty: 1485.532715
	Iteration 0F: 2 clusters Score -961202.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -954532.625000 Penalty: 2971.065430
	Iteration 0F: 3 clusters Score -954532.6 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -956682.437500 Penalty: 2971.065430
	Iteration 1F: 3 clusters Score -956682.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -956932.000000 Penalty: 2971.065430
	Iteration 2F: 3 clusters Score -956932 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -957131.750000 Penalty: 2971.065430
	Iteration 3F: 3 clusters Score -957131.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -957300.250000 Penalty: 2971.065430
	Iteration 4Q: 3 clusters Score -957300.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -957454.750000 Penalty: 2971.065430
	Iteration 5Q: 3 clusters Score -957454.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -957613.750000 Penalty: 2971.065430
	Iteration 6Q: 3 clusters Score -957613.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -957801.562500 Penalty: 2971.065430
	Iteration 7Q: 3 clusters Score -957801.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -958014.187500 Penalty: 2971.065430
	Iteration 8Q: 3 clusters Score -958014.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -958241.250000 Penalty: 2971.065430
	Iteration 9Q: 3 clusters Score -958241.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -958436.937500 Penalty: 2971.065430
	Iteration 10Q: 3 clusters Score -958436.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -958612.875000 Penalty: 2971.065430
	Iteration 11Q: 3 clusters Score -958612.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -958741.812500 Penalty: 2971.065430
	Iteration 12Q: 3 clusters Score -958741.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -958855.562500 Penalty: 2971.065430
	Iteration 13Q: 3 clusters Score -958855.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -958972.000000 Penalty: 2971.065430
	Iteration 14Q: 3 clusters Score -958972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -959067.000000 Penalty: 2971.065430
	Iteration 15Q: 3 clusters Score -959067 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -959141.875000 Penalty: 2971.065430
	Iteration 16Q: 3 clusters Score -959141.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -959199.687500 Penalty: 2971.065430
	Iteration 17Q: 3 clusters Score -959199.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -959255.062500 Penalty: 2971.065430
	Iteration 18Q: 3 clusters Score -959255.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -959311.562500 Penalty: 2971.065430
	Iteration 19Q: 3 clusters Score -959311.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -959354.875000 Penalty: 2971.065430
	Iteration 20F: 3 clusters Score -959354.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -959393.687500 Penalty: 2971.065430
	Iteration 21Q: 3 clusters Score -959393.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -959428.062500 Penalty: 2971.065430
	Iteration 22Q: 3 clusters Score -959428.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -959467.437500 Penalty: 2971.065430
	Iteration 23Q: 3 clusters Score -959467.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -959499.437500 Penalty: 2971.065430
	Iteration 24Q: 3 clusters Score -959499.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -959522.062500 Penalty: 2971.065430
	Iteration 25Q: 3 clusters Score -959522.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -959547.625000 Penalty: 2971.065430
	Iteration 26Q: 3 clusters Score -959547.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -959575.000000 Penalty: 2971.065430
	Iteration 27Q: 3 clusters Score -959575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -959591.125000 Penalty: 2971.065430
	Iteration 28Q: 3 clusters Score -959591.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -959609.250000 Penalty: 2971.065430
	Iteration 29Q: 3 clusters Score -959609.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -959624.562500 Penalty: 2971.065430
	Iteration 30Q: 3 clusters Score -959624.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -959640.187500 Penalty: 2971.065430
	Iteration 31Q: 3 clusters Score -959640.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -959652.812500 Penalty: 2971.065430
	Iteration 32Q: 3 clusters Score -959652.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -959662.375000 Penalty: 2971.065430
	Iteration 33Q: 3 clusters Score -959662.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -959672.062500 Penalty: 2971.065430
	Iteration 34Q: 3 clusters Score -959672.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -959677.625000 Penalty: 2971.065430
	Iteration 35Q: 3 clusters Score -959677.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -959684.687500 Penalty: 2971.065430
	Iteration 36Q: 3 clusters Score -959684.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -959689.687500 Penalty: 2971.065430
	Iteration 37Q: 3 clusters Score -959689.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -959697.062500 Penalty: 2971.065430
	Iteration 38Q: 3 clusters Score -959697.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -959707.375000 Penalty: 2971.065430
	Iteration 39Q: 3 clusters Score -959707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -959716.062500 Penalty: 2971.065430
	Iteration 40F: 3 clusters Score -959716.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -959721.687500 Penalty: 2971.065430
	Iteration 41Q: 3 clusters Score -959721.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -959728.375000 Penalty: 2971.065430
	Iteration 42Q: 3 clusters Score -959728.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -959732.187500 Penalty: 2971.065430
	Iteration 43Q: 3 clusters Score -959732.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -959740.312500 Penalty: 2971.065430
	Iteration 44Q: 3 clusters Score -959740.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -959751.062500 Penalty: 2971.065430
	Iteration 45Q: 3 clusters Score -959751.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -959761.062500 Penalty: 2971.065430
	Iteration 46Q: 3 clusters Score -959761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -959773.812500 Penalty: 2971.065430
	Iteration 47Q: 3 clusters Score -959773.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -959785.437500 Penalty: 2971.065430
	Iteration 48Q: 3 clusters Score -959785.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -959798.750000 Penalty: 2971.065430
	Iteration 49Q: 3 clusters Score -959798.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -959808.812500 Penalty: 2971.065430
	Iteration 50Q: 3 clusters Score -959808.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -959823.437500 Penalty: 2971.065430
	Iteration 51Q: 3 clusters Score -959823.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -959829.750000 Penalty: 2971.065430
	Iteration 52Q: 3 clusters Score -959829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -959834.125000 Penalty: 2971.065430
	Iteration 53Q: 3 clusters Score -959834.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -959841.250000 Penalty: 2971.065430
	Iteration 54Q: 3 clusters Score -959841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -959844.125000 Penalty: 2971.065430
	Iteration 55Q: 3 clusters Score -959844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -959847.187500 Penalty: 2971.065430
	Iteration 56Q: 3 clusters Score -959847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -959852.812500 Penalty: 2971.065430
	Iteration 57Q: 3 clusters Score -959852.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -959857.000000 Penalty: 2971.065430
	Iteration 58Q: 3 clusters Score -959857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -959863.812500 Penalty: 2971.065430
	Iteration 59Q: 3 clusters Score -959863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -959872.125000 Penalty: 2971.065430
	Iteration 60F: 3 clusters Score -959872.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -959876.687500 Penalty: 2971.065430
	Iteration 61Q: 3 clusters Score -959876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -959880.562500 Penalty: 2971.065430
	Iteration 62Q: 3 clusters Score -959880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -959879.875000 Penalty: 2971.065430
	Iteration 63Q: 3 clusters Score -959879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -959880.062500 Penalty: 2971.065430
	Iteration 64Q: 3 clusters Score -959880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -959880.187500 Penalty: 2971.065430
	Iteration 65Q: 3 clusters Score -959880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -959879.687500 Penalty: 2971.065430
	Iteration 66Q: 3 clusters Score -959879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -959880.125000 Penalty: 2971.065430
	Iteration 67Q: 3 clusters Score -959880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -959880.125000 Penalty: 2971.065430
	Iteration 68F: 3 clusters Score -959880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -474813.312500 Penalty: 1391.786499
	Iteration 0F: 2 clusters Score -474813.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -470691.343750 Penalty: 2783.572998
	Iteration 0F: 3 clusters Score -470691.3 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -472045.781250 Penalty: 2783.572998
	Iteration 1F: 3 clusters Score -472045.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -472554.875000 Penalty: 2783.572998
	Iteration 2F: 3 clusters Score -472554.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -473004.531250 Penalty: 2783.572998
	Iteration 3F: 3 clusters Score -473004.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -473355.656250 Penalty: 2783.572998
	Iteration 4F: 3 clusters Score -473355.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -473735.250000 Penalty: 2783.572998
	Iteration 5F: 3 clusters Score -473735.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -474065.250000 Penalty: 2783.572998
	Iteration 6F: 3 clusters Score -474065.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -474291.843750 Penalty: 2783.572998
	Iteration 7Q: 3 clusters Score -474291.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -474440.875000 Penalty: 2783.572998
	Iteration 8Q: 3 clusters Score -474440.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -474557.062500 Penalty: 2783.572998
	Iteration 9Q: 3 clusters Score -474557.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -474622.718750 Penalty: 2783.572998
	Iteration 10Q: 3 clusters Score -474622.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -474673.968750 Penalty: 2783.572998
	Iteration 11Q: 3 clusters Score -474674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -474710.937500 Penalty: 2783.572998
	Iteration 12Q: 3 clusters Score -474710.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -474735.406250 Penalty: 2783.572998
	Iteration 13Q: 3 clusters Score -474735.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -474757.343750 Penalty: 2783.572998
	Iteration 14Q: 3 clusters Score -474757.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -474774.437500 Penalty: 2783.572998
	Iteration 15Q: 3 clusters Score -474774.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -474791.218750 Penalty: 2783.572998
	Iteration 16Q: 3 clusters Score -474791.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -474810.343750 Penalty: 2783.572998
	Iteration 17Q: 3 clusters Score -474810.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -474823.031250 Penalty: 2783.572998
	Iteration 18Q: 3 clusters Score -474823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -474830.093750 Penalty: 2783.572998
	Iteration 19Q: 3 clusters Score -474830.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -474843.562500 Penalty: 2783.572998
	Iteration 20F: 3 clusters Score -474843.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -474854.843750 Penalty: 2783.572998
	Iteration 21Q: 3 clusters Score -474854.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -474864.031250 Penalty: 2783.572998
	Iteration 22Q: 3 clusters Score -474864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -474870.812500 Penalty: 2783.572998
	Iteration 23Q: 3 clusters Score -474870.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -474873.843750 Penalty: 2783.572998
	Iteration 24Q: 3 clusters Score -474873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -474876.218750 Penalty: 2783.572998
	Iteration 25Q: 3 clusters Score -474876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -474878.000000 Penalty: 2783.572998
	Iteration 26Q: 3 clusters Score -474878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -474883.062500 Penalty: 2783.572998
	Iteration 27Q: 3 clusters Score -474883.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -474885.093750 Penalty: 2783.572998
	Iteration 28Q: 3 clusters Score -474885.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -474887.593750 Penalty: 2783.572998
	Iteration 29Q: 3 clusters Score -474887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -474889.000000 Penalty: 2783.572998
	Iteration 30Q: 3 clusters Score -474889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -474890.000000 Penalty: 2783.572998
	Iteration 31Q: 3 clusters Score -474890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -474891.187500 Penalty: 2783.572998
	Iteration 32Q: 3 clusters Score -474891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -474890.875000 Penalty: 2783.572998
	Iteration 33Q: 3 clusters Score -474890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -474892.187500 Penalty: 2783.572998
	Iteration 34Q: 3 clusters Score -474892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -474893.312500 Penalty: 2783.572998
	Iteration 35Q: 3 clusters Score -474893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -474893.843750 Penalty: 2783.572998
	Iteration 36Q: 3 clusters Score -474893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -474894.031250 Penalty: 2783.572998
	Iteration 37Q: 3 clusters Score -474894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -474893.687500 Penalty: 2783.572998
	Iteration 38Q: 3 clusters Score -474893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -474894.000000 Penalty: 2783.572998
	Iteration 39Q: 3 clusters Score -474894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -474894.562500 Penalty: 2783.572998
	Iteration 40F: 3 clusters Score -474894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 3009 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 2704 members 
Entering Unmasked Estep 
Score: -154064592.000000 Penalty: 108790.023438
Splitting cluster 8 changes total score from -154065872.000000 to -154064592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (191760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Entering Unmasked Estep 
Score: -19971300.000000 Penalty: 1976.649902
	Iteration 0F: 2 clusters Score -1.99713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -19849270.000000 Penalty: 3953.299805
	Iteration 0F: 3 clusters Score -1.984927e+07 nChanged 92728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -19904250.000000 Penalty: 3953.299805
	Iteration 1F: 3 clusters Score -1.990425e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -19905130.000000 Penalty: 3953.299805
	Iteration 2Q: 3 clusters Score -1.990513e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -19906168.000000 Penalty: 3953.299805
	Iteration 3Q: 3 clusters Score -1.990617e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -19907572.000000 Penalty: 3953.299805
	Iteration 4Q: 3 clusters Score -1.990757e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -19909538.000000 Penalty: 3953.299805
	Iteration 5Q: 3 clusters Score -1.990954e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -19912490.000000 Penalty: 3953.299805
	Iteration 6Q: 3 clusters Score -1.991249e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -19916758.000000 Penalty: 3953.299805
	Iteration 7Q: 3 clusters Score -1.991676e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -19923354.000000 Penalty: 3953.299805
	Iteration 8F: 3 clusters Score -1.992335e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -19932328.000000 Penalty: 3953.299805
	Iteration 9F: 3 clusters Score -1.993233e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -19943374.000000 Penalty: 3953.299805
	Iteration 10F: 3 clusters Score -1.994337e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -19954088.000000 Penalty: 3953.299805
	Iteration 11F: 3 clusters Score -1.995409e+07 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179625 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -19961990.000000 Penalty: 3953.299805
	Iteration 12F: 3 clusters Score -1.996199e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186729 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -19966758.000000 Penalty: 3953.299805
	Iteration 13Q: 3 clusters Score -1.996676e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190012 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19968708.000000 Penalty: 3953.299805
	Iteration 14Q: 3 clusters Score -1.996871e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191173 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -19969374.000000 Penalty: 3953.299805
	Iteration 15Q: 3 clusters Score -1.996937e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191477 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19969560.000000 Penalty: 3953.299805
	Iteration 16Q: 3 clusters Score -1.996956e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191548 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19969658.000000 Penalty: 3953.299805
	Iteration 17Q: 3 clusters Score -1.996966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191575 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19969710.000000 Penalty: 3953.299805
	Iteration 18Q: 3 clusters Score -1.996971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191579 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19969754.000000 Penalty: 3953.299805
	Iteration 19Q: 3 clusters Score -1.996975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19969774.000000 Penalty: 3953.299805
	Iteration 20F: 3 clusters Score -1.996977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191576 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19969826.000000 Penalty: 3953.299805
	Iteration 21Q: 3 clusters Score -1.996983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19969862.000000 Penalty: 3953.299805
	Iteration 22Q: 3 clusters Score -1.996986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191568 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19969890.000000 Penalty: 3953.299805
	Iteration 23Q: 3 clusters Score -1.996989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191564 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19969932.000000 Penalty: 3953.299805
	Iteration 24Q: 3 clusters Score -1.996993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19969952.000000 Penalty: 3953.299805
	Iteration 25Q: 3 clusters Score -1.996995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191559 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19969964.000000 Penalty: 3953.299805
	Iteration 26Q: 3 clusters Score -1.996996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19969968.000000 Penalty: 3953.299805
	Iteration 27Q: 3 clusters Score -1.996997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191557 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19969968.000000 Penalty: 3953.299805
	Iteration 28Q: 3 clusters Score -1.996997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19969968.000000 Penalty: 3953.299805
	Iteration 29Q: 3 clusters Score -1.996997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191555 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19969974.000000 Penalty: 3953.299805
	Iteration 30Q: 3 clusters Score -1.996997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19969964.000000 Penalty: 3953.299805
	Iteration 31Q: 3 clusters Score -1.996996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191548 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19969978.000000 Penalty: 3953.299805
	Iteration 32Q: 3 clusters Score -1.996998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191547 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19969984.000000 Penalty: 3953.299805
	Iteration 33Q: 3 clusters Score -1.996998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191547 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19969994.000000 Penalty: 3953.299805
	Iteration 34Q: 3 clusters Score -1.996999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19969980.000000 Penalty: 3953.299805
	Iteration 35Q: 3 clusters Score -1.996998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19969980.000000 Penalty: 3953.299805
	Iteration 36F: 3 clusters Score -1.996998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Entering Unmasked Estep 
Score: -1516987.250000 Penalty: 1564.731323
	Iteration 0F: 2 clusters Score -1516987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1506554.000000 Penalty: 3129.462646
	Iteration 0F: 3 clusters Score -1506554 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1510539.625000 Penalty: 3129.462646
	Iteration 1F: 3 clusters Score -1510540 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1511409.375000 Penalty: 3129.462646
	Iteration 2F: 3 clusters Score -1511409 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1512564.875000 Penalty: 3129.462646
	Iteration 3F: 3 clusters Score -1512565 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1513798.625000 Penalty: 3129.462646
	Iteration 4F: 3 clusters Score -1513799 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1514717.500000 Penalty: 3129.462646
	Iteration 5F: 3 clusters Score -1514718 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1515271.500000 Penalty: 3129.462646
	Iteration 6F: 3 clusters Score -1515272 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1515602.250000 Penalty: 3129.462646
	Iteration 7Q: 3 clusters Score -1515602 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1515816.625000 Penalty: 3129.462646
	Iteration 8Q: 3 clusters Score -1515817 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1515967.000000 Penalty: 3129.462646
	Iteration 9Q: 3 clusters Score -1515967 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1516071.000000 Penalty: 3129.462646
	Iteration 10Q: 3 clusters Score -1516071 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1516160.125000 Penalty: 3129.462646
	Iteration 11Q: 3 clusters Score -1516160 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1516224.625000 Penalty: 3129.462646
	Iteration 12Q: 3 clusters Score -1516225 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1516260.750000 Penalty: 3129.462646
	Iteration 13Q: 3 clusters Score -1516261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1516274.875000 Penalty: 3129.462646
	Iteration 14Q: 3 clusters Score -1516275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1516293.750000 Penalty: 3129.462646
	Iteration 15Q: 3 clusters Score -1516294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1516309.875000 Penalty: 3129.462646
	Iteration 16Q: 3 clusters Score -1516310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1516324.625000 Penalty: 3129.462646
	Iteration 17Q: 3 clusters Score -1516325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1516334.125000 Penalty: 3129.462646
	Iteration 18Q: 3 clusters Score -1516334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1516339.625000 Penalty: 3129.462646
	Iteration 19Q: 3 clusters Score -1516340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1516347.125000 Penalty: 3129.462646
	Iteration 20F: 3 clusters Score -1516347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1516355.000000 Penalty: 3129.462646
	Iteration 21Q: 3 clusters Score -1516355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1516356.500000 Penalty: 3129.462646
	Iteration 22Q: 3 clusters Score -1516356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1516364.750000 Penalty: 3129.462646
	Iteration 23Q: 3 clusters Score -1516365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1516368.000000 Penalty: 3129.462646
	Iteration 24Q: 3 clusters Score -1516368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1516379.875000 Penalty: 3129.462646
	Iteration 25Q: 3 clusters Score -1516380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1516385.625000 Penalty: 3129.462646
	Iteration 26Q: 3 clusters Score -1516386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1516390.625000 Penalty: 3129.462646
	Iteration 27Q: 3 clusters Score -1516391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1516395.000000 Penalty: 3129.462646
	Iteration 28Q: 3 clusters Score -1516395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1516400.750000 Penalty: 3129.462646
	Iteration 29Q: 3 clusters Score -1516401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1516400.625000 Penalty: 3129.462646
	Iteration 30Q: 3 clusters Score -1516401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1516406.375000 Penalty: 3129.462646
	Iteration 31Q: 3 clusters Score -1516406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1516406.125000 Penalty: 3129.462646
	Iteration 32Q: 3 clusters Score -1516406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1516409.875000 Penalty: 3129.462646
	Iteration 33Q: 3 clusters Score -1516410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1516411.250000 Penalty: 3129.462646
	Iteration 34Q: 3 clusters Score -1516411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1516415.125000 Penalty: 3129.462646
	Iteration 35Q: 3 clusters Score -1516415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1516414.125000 Penalty: 3129.462646
	Iteration 36Q: 3 clusters Score -1516414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1516416.500000 Penalty: 3129.462646
	Iteration 37Q: 3 clusters Score -1516416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1516417.500000 Penalty: 3129.462646
	Iteration 38Q: 3 clusters Score -1516418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1516415.500000 Penalty: 3129.462646
	Iteration 39Q: 3 clusters Score -1516416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1516415.250000 Penalty: 3129.462646
	Iteration 40F: 3 clusters Score -1516415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1516417.875000 Penalty: 3129.462646
	Iteration 41Q: 3 clusters Score -1516418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1516419.500000 Penalty: 3129.462646
	Iteration 42Q: 3 clusters Score -1516420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1516422.375000 Penalty: 3129.462646
	Iteration 43Q: 3 clusters Score -1516422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1516425.000000 Penalty: 3129.462646
	Iteration 44Q: 3 clusters Score -1516425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1516426.625000 Penalty: 3129.462646
	Iteration 45Q: 3 clusters Score -1516427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1516424.250000 Penalty: 3129.462646
	Iteration 46Q: 3 clusters Score -1516424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1516424.125000 Penalty: 3129.462646
	Iteration 47Q: 3 clusters Score -1516424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1516427.000000 Penalty: 3129.462646
	Iteration 48Q: 3 clusters Score -1516427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1516428.250000 Penalty: 3129.462646
	Iteration 49Q: 3 clusters Score -1516428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1516430.875000 Penalty: 3129.462646
	Iteration 50Q: 3 clusters Score -1516431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1516429.750000 Penalty: 3129.462646
	Iteration 51Q: 3 clusters Score -1516430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1516434.750000 Penalty: 3129.462646
	Iteration 52Q: 3 clusters Score -1516435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1516432.000000 Penalty: 3129.462646
	Iteration 53Q: 3 clusters Score -1516432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1516431.750000 Penalty: 3129.462646
	Iteration 54Q: 3 clusters Score -1516432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1516433.625000 Penalty: 3129.462646
	Iteration 55Q: 3 clusters Score -1516434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1516433.125000 Penalty: 3129.462646
	Iteration 56Q: 3 clusters Score -1516433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1516432.000000 Penalty: 3129.462646
	Iteration 57Q: 3 clusters Score -1516432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1516435.125000 Penalty: 3129.462646
	Iteration 58Q: 3 clusters Score -1516435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1516433.125000 Penalty: 3129.462646
	Iteration 59Q: 3 clusters Score -1516433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1516432.875000 Penalty: 3129.462646
	Iteration 60F: 3 clusters Score -1516433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1516435.250000 Penalty: 3129.462646
	Iteration 61Q: 3 clusters Score -1516435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1516433.750000 Penalty: 3129.462646
	Iteration 62Q: 3 clusters Score -1516434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1516434.625000 Penalty: 3129.462646
	Iteration 63Q: 3 clusters Score -1516435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1516434.000000 Penalty: 3129.462646
	Iteration 64Q: 3 clusters Score -1516434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1516433.875000 Penalty: 3129.462646
	Iteration 65Q: 3 clusters Score -1516434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1516435.500000 Penalty: 3129.462646
	Iteration 66Q: 3 clusters Score -1516436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1516434.875000 Penalty: 3129.462646
	Iteration 67Q: 3 clusters Score -1516435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1516433.625000 Penalty: 3129.462646
	Iteration 68Q: 3 clusters Score -1516434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1516434.625000 Penalty: 3129.462646
	Iteration 69Q: 3 clusters Score -1516435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1516433.250000 Penalty: 3129.462646
	Iteration 70Q: 3 clusters Score -1516433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1516431.125000 Penalty: 3129.462646
	Iteration 71Q: 3 clusters Score -1516431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1516430.750000 Penalty: 3129.462646
	Iteration 72Q: 3 clusters Score -1516431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1516433.875000 Penalty: 3129.462646
	Iteration 73Q: 3 clusters Score -1516434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1516432.250000 Penalty: 3129.462646
	Iteration 74Q: 3 clusters Score -1516432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1516432.000000 Penalty: 3129.462646
	Iteration 75Q: 3 clusters Score -1516432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1516430.125000 Penalty: 3129.462646
	Iteration 76Q: 3 clusters Score -1516430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1516431.000000 Penalty: 3129.462646
	Iteration 77Q: 3 clusters Score -1516431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1516429.625000 Penalty: 3129.462646
	Iteration 78Q: 3 clusters Score -1516430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1516432.500000 Penalty: 3129.462646
	Iteration 79Q: 3 clusters Score -1516432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1516432.500000 Penalty: 3129.462646
	Iteration 80F: 3 clusters Score -1516432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Entering Unmasked Estep 
Score: -1149230.500000 Penalty: 1516.870972
	Iteration 0F: 2 clusters Score -1149230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1141210.250000 Penalty: 3033.741943
	Iteration 0F: 3 clusters Score -1141210 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1143935.625000 Penalty: 3033.741943
	Iteration 1F: 3 clusters Score -1143936 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1144301.500000 Penalty: 3033.741943
	Iteration 2F: 3 clusters Score -1144302 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1144639.500000 Penalty: 3033.741943
	Iteration 3F: 3 clusters Score -1144640 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1145000.750000 Penalty: 3033.741943
	Iteration 4F: 3 clusters Score -1145001 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1145381.750000 Penalty: 3033.741943
	Iteration 5F: 3 clusters Score -1145382 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1145834.625000 Penalty: 3033.741943
	Iteration 6F: 3 clusters Score -1145835 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1146396.250000 Penalty: 3033.741943
	Iteration 7F: 3 clusters Score -1146396 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1146987.125000 Penalty: 3033.741943
	Iteration 8F: 3 clusters Score -1146987 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1147487.375000 Penalty: 3033.741943
	Iteration 9F: 3 clusters Score -1147487 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1147825.250000 Penalty: 3033.741943
	Iteration 10Q: 3 clusters Score -1147825 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1148022.250000 Penalty: 3033.741943
	Iteration 11Q: 3 clusters Score -1148022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1148133.750000 Penalty: 3033.741943
	Iteration 12Q: 3 clusters Score -1148134 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1148212.125000 Penalty: 3033.741943
	Iteration 13Q: 3 clusters Score -1148212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1148250.750000 Penalty: 3033.741943
	Iteration 14Q: 3 clusters Score -1148251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1148268.125000 Penalty: 3033.741943
	Iteration 15Q: 3 clusters Score -1148268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1148283.375000 Penalty: 3033.741943
	Iteration 16Q: 3 clusters Score -1148283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1148294.000000 Penalty: 3033.741943
	Iteration 17Q: 3 clusters Score -1148294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1148302.875000 Penalty: 3033.741943
	Iteration 18Q: 3 clusters Score -1148303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1148308.250000 Penalty: 3033.741943
	Iteration 19Q: 3 clusters Score -1148308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1148312.750000 Penalty: 3033.741943
	Iteration 20F: 3 clusters Score -1148313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1148314.875000 Penalty: 3033.741943
	Iteration 21Q: 3 clusters Score -1148315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1148315.125000 Penalty: 3033.741943
	Iteration 22Q: 3 clusters Score -1148315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1148319.000000 Penalty: 3033.741943
	Iteration 23Q: 3 clusters Score -1148319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1148322.375000 Penalty: 3033.741943
	Iteration 24Q: 3 clusters Score -1148322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1148323.250000 Penalty: 3033.741943
	Iteration 25Q: 3 clusters Score -1148323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1148323.625000 Penalty: 3033.741943
	Iteration 26Q: 3 clusters Score -1148324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1148323.625000 Penalty: 3033.741943
	Iteration 27F: 3 clusters Score -1148324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Entering Unmasked Estep 
Score: -7647472.500000 Penalty: 1819.785522
	Iteration 0F: 2 clusters Score -7647472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -7598507.000000 Penalty: 3639.571045
	Iteration 0F: 3 clusters Score -7598507 nChanged 34834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -7618849.500000 Penalty: 3639.571045
	Iteration 1F: 3 clusters Score -7618850 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -7620024.500000 Penalty: 3639.571045
	Iteration 2Q: 3 clusters Score -7620024 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7621452.000000 Penalty: 3639.571045
	Iteration 3Q: 3 clusters Score -7621452 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -7623222.000000 Penalty: 3639.571045
	Iteration 4F: 3 clusters Score -7623222 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -7625045.500000 Penalty: 3639.571045
	Iteration 5F: 3 clusters Score -7625046 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -7626706.000000 Penalty: 3639.571045
	Iteration 6F: 3 clusters Score -7626706 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -7628051.500000 Penalty: 3639.571045
	Iteration 7Q: 3 clusters Score -7628052 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -7629300.000000 Penalty: 3639.571045
	Iteration 8Q: 3 clusters Score -7629300 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -7630533.000000 Penalty: 3639.571045
	Iteration 9Q: 3 clusters Score -7630533 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -7631805.500000 Penalty: 3639.571045
	Iteration 10Q: 3 clusters Score -7631806 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -7633118.500000 Penalty: 3639.571045
	Iteration 11Q: 3 clusters Score -7633118 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -7634787.000000 Penalty: 3639.571045
	Iteration 12Q: 3 clusters Score -7634787 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -7636724.500000 Penalty: 3639.571045
	Iteration 13Q: 3 clusters Score -7636724 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -7638835.500000 Penalty: 3639.571045
	Iteration 14Q: 3 clusters Score -7638836 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7640927.000000 Penalty: 3639.571045
	Iteration 15Q: 3 clusters Score -7640927 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -7642702.500000 Penalty: 3639.571045
	Iteration 16Q: 3 clusters Score -7642702 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -7644010.500000 Penalty: 3639.571045
	Iteration 17Q: 3 clusters Score -7644010 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7644828.000000 Penalty: 3639.571045
	Iteration 18Q: 3 clusters Score -7644828 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7645295.500000 Penalty: 3639.571045
	Iteration 19Q: 3 clusters Score -7645296 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7645619.500000 Penalty: 3639.571045
	Iteration 20F: 3 clusters Score -7645620 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7645820.500000 Penalty: 3639.571045
	Iteration 21Q: 3 clusters Score -7645820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7645911.500000 Penalty: 3639.571045
	Iteration 22Q: 3 clusters Score -7645912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7646000.500000 Penalty: 3639.571045
	Iteration 23Q: 3 clusters Score -7646000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7646060.500000 Penalty: 3639.571045
	Iteration 24Q: 3 clusters Score -7646060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7646087.000000 Penalty: 3639.571045
	Iteration 25Q: 3 clusters Score -7646087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7646129.000000 Penalty: 3639.571045
	Iteration 26Q: 3 clusters Score -7646129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7646147.000000 Penalty: 3639.571045
	Iteration 27Q: 3 clusters Score -7646147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7646177.000000 Penalty: 3639.571045
	Iteration 28Q: 3 clusters Score -7646177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7646196.000000 Penalty: 3639.571045
	Iteration 29Q: 3 clusters Score -7646196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7646217.000000 Penalty: 3639.571045
	Iteration 30Q: 3 clusters Score -7646217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7646219.500000 Penalty: 3639.571045
	Iteration 31Q: 3 clusters Score -7646220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7646232.500000 Penalty: 3639.571045
	Iteration 32Q: 3 clusters Score -7646232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7646231.500000 Penalty: 3639.571045
	Iteration 33Q: 3 clusters Score -7646232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7646234.500000 Penalty: 3639.571045
	Iteration 34Q: 3 clusters Score -7646234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7646230.500000 Penalty: 3639.571045
	Iteration 35Q: 3 clusters Score -7646230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7646232.500000 Penalty: 3639.571045
	Iteration 36Q: 3 clusters Score -7646232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7646231.500000 Penalty: 3639.571045
	Iteration 37Q: 3 clusters Score -7646232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7646235.000000 Penalty: 3639.571045
	Iteration 38Q: 3 clusters Score -7646235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7646235.000000 Penalty: 3639.571045
	Iteration 39Q: 3 clusters Score -7646235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7646234.500000 Penalty: 3639.571045
	Iteration 40F: 3 clusters Score -7646234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7646241.500000 Penalty: 3639.571045
	Iteration 41Q: 3 clusters Score -7646242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7646245.000000 Penalty: 3639.571045
	Iteration 42Q: 3 clusters Score -7646245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7646236.000000 Penalty: 3639.571045
	Iteration 43Q: 3 clusters Score -7646236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7646236.000000 Penalty: 3639.571045
	Iteration 44F: 3 clusters Score -7646236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -176295.187500 Penalty: 1242.454834
	Iteration 0F: 2 clusters Score -176295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174209.734375 Penalty: 2484.909668
	Iteration 0F: 3 clusters Score -174209.7 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -174921.500000 Penalty: 2484.909668
	Iteration 1F: 3 clusters Score -174921.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -175163.437500 Penalty: 2484.909668
	Iteration 2F: 3 clusters Score -175163.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -175293.312500 Penalty: 2484.909668
	Iteration 3F: 3 clusters Score -175293.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -175398.765625 Penalty: 2484.909668
	Iteration 4Q: 3 clusters Score -175398.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -175486.265625 Penalty: 2484.909668
	Iteration 5Q: 3 clusters Score -175486.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -175550.046875 Penalty: 2484.909668
	Iteration 6Q: 3 clusters Score -175550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -175601.281250 Penalty: 2484.909668
	Iteration 7Q: 3 clusters Score -175601.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -175631.421875 Penalty: 2484.909668
	Iteration 8Q: 3 clusters Score -175631.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -175658.328125 Penalty: 2484.909668
	Iteration 9Q: 3 clusters Score -175658.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -175688.828125 Penalty: 2484.909668
	Iteration 10Q: 3 clusters Score -175688.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -175713.343750 Penalty: 2484.909668
	Iteration 11Q: 3 clusters Score -175713.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -175730.687500 Penalty: 2484.909668
	Iteration 12Q: 3 clusters Score -175730.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -175755.078125 Penalty: 2484.909668
	Iteration 13Q: 3 clusters Score -175755.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -175785.734375 Penalty: 2484.909668
	Iteration 14Q: 3 clusters Score -175785.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -175819.468750 Penalty: 2484.909668
	Iteration 15Q: 3 clusters Score -175819.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -175858.093750 Penalty: 2484.909668
	Iteration 16Q: 3 clusters Score -175858.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -175898.468750 Penalty: 2484.909668
	Iteration 17Q: 3 clusters Score -175898.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -175940.546875 Penalty: 2484.909668
	Iteration 18Q: 3 clusters Score -175940.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -176002.140625 Penalty: 2484.909668
	Iteration 19Q: 3 clusters Score -176002.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -176068.390625 Penalty: 2484.909668
	Iteration 20F: 3 clusters Score -176068.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -176134.296875 Penalty: 2484.909668
	Iteration 21Q: 3 clusters Score -176134.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -176193.656250 Penalty: 2484.909668
	Iteration 22Q: 3 clusters Score -176193.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -176234.828125 Penalty: 2484.909668
	Iteration 23Q: 3 clusters Score -176234.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -176271.187500 Penalty: 2484.909668
	Iteration 24Q: 3 clusters Score -176271.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -176326.062500 Penalty: 2484.909668
	Iteration 25Q: 3 clusters Score -176326.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -176380.609375 Penalty: 2484.909668
	Iteration 26Q: 3 clusters Score -176380.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -176412.203125 Penalty: 2484.909668
	Iteration 27Q: 3 clusters Score -176412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -176429.718750 Penalty: 2484.909668
	Iteration 28Q: 3 clusters Score -176429.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -176440.984375 Penalty: 2484.909668
	Iteration 29Q: 3 clusters Score -176441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -176451.546875 Penalty: 2484.909668
	Iteration 30Q: 3 clusters Score -176451.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -176470.312500 Penalty: 2484.909668
	Iteration 31Q: 3 clusters Score -176470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -176484.578125 Penalty: 2484.909668
	Iteration 32Q: 3 clusters Score -176484.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176504.656250 Penalty: 2484.909668
	Iteration 33Q: 3 clusters Score -176504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -176514.203125 Penalty: 2484.909668
	Iteration 34Q: 3 clusters Score -176514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -176520.812500 Penalty: 2484.909668
	Iteration 35Q: 3 clusters Score -176520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176545.718750 Penalty: 2484.909668
	Iteration 36Q: 3 clusters Score -176545.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -176552.265625 Penalty: 2484.909668
	Iteration 37Q: 3 clusters Score -176552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -176561.656250 Penalty: 2484.909668
	Iteration 38Q: 3 clusters Score -176561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -176574.093750 Penalty: 2484.909668
	Iteration 39Q: 3 clusters Score -176574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -176581.406250 Penalty: 2484.909668
	Iteration 40F: 3 clusters Score -176581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -176587.671875 Penalty: 2484.909668
	Iteration 41Q: 3 clusters Score -176587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -176591.156250 Penalty: 2484.909668
	Iteration 42Q: 3 clusters Score -176591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -176592.156250 Penalty: 2484.909668
	Iteration 43Q: 3 clusters Score -176592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -176592.718750 Penalty: 2484.909668
	Iteration 44Q: 3 clusters Score -176592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -176592.718750 Penalty: 2484.909668
	Iteration 45F: 3 clusters Score -176592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 3009 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 1188 members 
Entering Unmasked Estep 
Score: -154064768.000000 Penalty: 108790.023438
Splitting cluster 13 changes total score from -154065872.000000 to -154064768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -598572.875000 Penalty: 1414.103882
	Iteration 0F: 2 clusters Score -598572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -593986.187500 Penalty: 2828.207764
	Iteration 0F: 3 clusters Score -593986.2 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -595272.687500 Penalty: 2828.207764
	Iteration 1F: 3 clusters Score -595272.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -595473.875000 Penalty: 2828.207764
	Iteration 2F: 3 clusters Score -595473.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -595618.375000 Penalty: 2828.207764
	Iteration 3F: 3 clusters Score -595618.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -595711.937500 Penalty: 2828.207764
	Iteration 4Q: 3 clusters Score -595711.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -595811.687500 Penalty: 2828.207764
	Iteration 5Q: 3 clusters Score -595811.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -595904.250000 Penalty: 2828.207764
	Iteration 6Q: 3 clusters Score -595904.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -595988.750000 Penalty: 2828.207764
	Iteration 7Q: 3 clusters Score -595988.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -596082.312500 Penalty: 2828.207764
	Iteration 8Q: 3 clusters Score -596082.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -596196.312500 Penalty: 2828.207764
	Iteration 9Q: 3 clusters Score -596196.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -596331.625000 Penalty: 2828.207764
	Iteration 10Q: 3 clusters Score -596331.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -596558.625000 Penalty: 2828.207764
	Iteration 11Q: 3 clusters Score -596558.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -596817.000000 Penalty: 2828.207764
	Iteration 12Q: 3 clusters Score -596817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -597081.375000 Penalty: 2828.207764
	Iteration 13Q: 3 clusters Score -597081.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -597282.437500 Penalty: 2828.207764
	Iteration 14Q: 3 clusters Score -597282.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -597446.125000 Penalty: 2828.207764
	Iteration 15Q: 3 clusters Score -597446.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -597584.875000 Penalty: 2828.207764
	Iteration 16Q: 3 clusters Score -597584.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -597705.187500 Penalty: 2828.207764
	Iteration 17Q: 3 clusters Score -597705.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -597795.500000 Penalty: 2828.207764
	Iteration 18Q: 3 clusters Score -597795.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -597862.812500 Penalty: 2828.207764
	Iteration 19Q: 3 clusters Score -597862.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -597929.812500 Penalty: 2828.207764
	Iteration 20F: 3 clusters Score -597929.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -597993.312500 Penalty: 2828.207764
	Iteration 21Q: 3 clusters Score -597993.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -598028.750000 Penalty: 2828.207764
	Iteration 22Q: 3 clusters Score -598028.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -598048.687500 Penalty: 2828.207764
	Iteration 23Q: 3 clusters Score -598048.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -598070.375000 Penalty: 2828.207764
	Iteration 24Q: 3 clusters Score -598070.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -598096.187500 Penalty: 2828.207764
	Iteration 25Q: 3 clusters Score -598096.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -598120.187500 Penalty: 2828.207764
	Iteration 26Q: 3 clusters Score -598120.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -598138.187500 Penalty: 2828.207764
	Iteration 27Q: 3 clusters Score -598138.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -598156.937500 Penalty: 2828.207764
	Iteration 28Q: 3 clusters Score -598156.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -598171.812500 Penalty: 2828.207764
	Iteration 29Q: 3 clusters Score -598171.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -598186.375000 Penalty: 2828.207764
	Iteration 30Q: 3 clusters Score -598186.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -598199.437500 Penalty: 2828.207764
	Iteration 31Q: 3 clusters Score -598199.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -598214.000000 Penalty: 2828.207764
	Iteration 32Q: 3 clusters Score -598214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -598225.625000 Penalty: 2828.207764
	Iteration 33Q: 3 clusters Score -598225.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -598238.187500 Penalty: 2828.207764
	Iteration 34Q: 3 clusters Score -598238.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -598250.562500 Penalty: 2828.207764
	Iteration 35Q: 3 clusters Score -598250.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -598258.500000 Penalty: 2828.207764
	Iteration 36Q: 3 clusters Score -598258.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -598269.125000 Penalty: 2828.207764
	Iteration 37Q: 3 clusters Score -598269.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -598277.875000 Penalty: 2828.207764
	Iteration 38Q: 3 clusters Score -598277.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -598286.875000 Penalty: 2828.207764
	Iteration 39Q: 3 clusters Score -598286.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -598302.500000 Penalty: 2828.207764
	Iteration 40F: 3 clusters Score -598302.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -598321.000000 Penalty: 2828.207764
	Iteration 41Q: 3 clusters Score -598321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -598336.187500 Penalty: 2828.207764
	Iteration 42Q: 3 clusters Score -598336.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -598351.375000 Penalty: 2828.207764
	Iteration 43Q: 3 clusters Score -598351.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -598370.750000 Penalty: 2828.207764
	Iteration 44Q: 3 clusters Score -598370.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -598396.125000 Penalty: 2828.207764
	Iteration 45Q: 3 clusters Score -598396.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -598417.062500 Penalty: 2828.207764
	Iteration 46Q: 3 clusters Score -598417.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -598432.250000 Penalty: 2828.207764
	Iteration 47Q: 3 clusters Score -598432.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -598442.937500 Penalty: 2828.207764
	Iteration 48Q: 3 clusters Score -598442.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -598447.312500 Penalty: 2828.207764
	Iteration 49Q: 3 clusters Score -598447.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -598453.625000 Penalty: 2828.207764
	Iteration 50Q: 3 clusters Score -598453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -598461.000000 Penalty: 2828.207764
	Iteration 51Q: 3 clusters Score -598461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -598467.375000 Penalty: 2828.207764
	Iteration 52Q: 3 clusters Score -598467.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -598473.625000 Penalty: 2828.207764
	Iteration 53Q: 3 clusters Score -598473.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -598477.000000 Penalty: 2828.207764
	Iteration 54Q: 3 clusters Score -598477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -598480.312500 Penalty: 2828.207764
	Iteration 55Q: 3 clusters Score -598480.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -598484.687500 Penalty: 2828.207764
	Iteration 56Q: 3 clusters Score -598484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -598487.062500 Penalty: 2828.207764
	Iteration 57Q: 3 clusters Score -598487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -598487.875000 Penalty: 2828.207764
	Iteration 58Q: 3 clusters Score -598487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -598489.875000 Penalty: 2828.207764
	Iteration 59Q: 3 clusters Score -598489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -598491.687500 Penalty: 2828.207764
	Iteration 60F: 3 clusters Score -598491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -598495.250000 Penalty: 2828.207764
	Iteration 61Q: 3 clusters Score -598495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -598496.812500 Penalty: 2828.207764
	Iteration 62Q: 3 clusters Score -598496.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -598499.437500 Penalty: 2828.207764
	Iteration 63Q: 3 clusters Score -598499.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -598500.437500 Penalty: 2828.207764
	Iteration 64Q: 3 clusters Score -598500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -598502.312500 Penalty: 2828.207764
	Iteration 65Q: 3 clusters Score -598502.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -598505.750000 Penalty: 2828.207764
	Iteration 66Q: 3 clusters Score -598505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -598507.000000 Penalty: 2828.207764
	Iteration 67Q: 3 clusters Score -598507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -598510.000000 Penalty: 2828.207764
	Iteration 68Q: 3 clusters Score -598510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -598514.375000 Penalty: 2828.207764
	Iteration 69Q: 3 clusters Score -598514.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -598518.312500 Penalty: 2828.207764
	Iteration 70Q: 3 clusters Score -598518.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -598523.312500 Penalty: 2828.207764
	Iteration 71Q: 3 clusters Score -598523.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -598527.937500 Penalty: 2828.207764
	Iteration 72Q: 3 clusters Score -598527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -598530.187500 Penalty: 2828.207764
	Iteration 73Q: 3 clusters Score -598530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -598533.000000 Penalty: 2828.207764
	Iteration 74Q: 3 clusters Score -598533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -598532.250000 Penalty: 2828.207764
	Iteration 75Q: 3 clusters Score -598532.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -598536.437500 Penalty: 2828.207764
	Iteration 76Q: 3 clusters Score -598536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -598538.062500 Penalty: 2828.207764
	Iteration 77Q: 3 clusters Score -598538.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -598540.125000 Penalty: 2828.207764
	Iteration 78Q: 3 clusters Score -598540.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -598540.250000 Penalty: 2828.207764
	Iteration 79Q: 3 clusters Score -598540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -598541.312500 Penalty: 2828.207764
	Iteration 80F: 3 clusters Score -598541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -598542.500000 Penalty: 2828.207764
	Iteration 81Q: 3 clusters Score -598542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -598541.312500 Penalty: 2828.207764
	Iteration 82Q: 3 clusters Score -598541.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -598541.312500 Penalty: 2828.207764
	Iteration 83F: 3 clusters Score -598541.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167784 members 
Entering Unmasked Estep 
Score: -17620866.000000 Penalty: 1954.945312
	Iteration 0F: 2 clusters Score -1.762087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -17522756.000000 Penalty: 3909.890625
	Iteration 0F: 3 clusters Score -1.752276e+07 nChanged 81181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -17571470.000000 Penalty: 3909.890625
	Iteration 1F: 3 clusters Score -1.757147e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -17573482.000000 Penalty: 3909.890625
	Iteration 2Q: 3 clusters Score -1.757348e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -17576480.000000 Penalty: 3909.890625
	Iteration 3Q: 3 clusters Score -1.757648e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -17581372.000000 Penalty: 3909.890625
	Iteration 4F: 3 clusters Score -1.758137e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -17588818.000000 Penalty: 3909.890625
	Iteration 5F: 3 clusters Score -1.758882e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -17599322.000000 Penalty: 3909.890625
	Iteration 6F: 3 clusters Score -1.759932e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -17609690.000000 Penalty: 3909.890625
	Iteration 7F: 3 clusters Score -1.760969e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -17615776.000000 Penalty: 3909.890625
	Iteration 8F: 3 clusters Score -1.761578e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123507 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -17618470.000000 Penalty: 3909.890625
	Iteration 9Q: 3 clusters Score -1.761847e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -17619968.000000 Penalty: 3909.890625
	Iteration 10Q: 3 clusters Score -1.761997e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128917 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -17620970.000000 Penalty: 3909.890625
	Iteration 11Q: 3 clusters Score -1.762097e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131460 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -17621926.000000 Penalty: 3909.890625
	Iteration 12Q: 3 clusters Score -1.762193e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -17622740.000000 Penalty: 3909.890625
	Iteration 13Q: 3 clusters Score -1.762274e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136210 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -17623648.000000 Penalty: 3909.890625
	Iteration 14Q: 3 clusters Score -1.762365e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -17624290.000000 Penalty: 3909.890625
	Iteration 15Q: 3 clusters Score -1.762429e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -17624918.000000 Penalty: 3909.890625
	Iteration 16Q: 3 clusters Score -1.762492e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -17625502.000000 Penalty: 3909.890625
	Iteration 17Q: 3 clusters Score -1.76255e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144572 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -17625684.000000 Penalty: 3909.890625
	Iteration 18Q: 3 clusters Score -1.762568e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146447 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -17625662.000000 Penalty: 3909.890625
	Iteration 19Q: 3 clusters Score -1.762566e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -17625478.000000 Penalty: 3909.890625
	Iteration 20F: 3 clusters Score -1.762548e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -17625164.000000 Penalty: 3909.890625
	Iteration 21Q: 3 clusters Score -1.762516e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -17624830.000000 Penalty: 3909.890625
	Iteration 22Q: 3 clusters Score -1.762483e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153232 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -17624380.000000 Penalty: 3909.890625
	Iteration 23Q: 3 clusters Score -1.762438e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -17623944.000000 Penalty: 3909.890625
	Iteration 24Q: 3 clusters Score -1.762394e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -17623454.000000 Penalty: 3909.890625
	Iteration 25Q: 3 clusters Score -1.762345e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -17622954.000000 Penalty: 3909.890625
	Iteration 26Q: 3 clusters Score -1.762295e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -17622542.000000 Penalty: 3909.890625
	Iteration 27Q: 3 clusters Score -1.762254e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -17622240.000000 Penalty: 3909.890625
	Iteration 28Q: 3 clusters Score -1.762224e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160392 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -17621996.000000 Penalty: 3909.890625
	Iteration 29Q: 3 clusters Score -1.7622e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -17621772.000000 Penalty: 3909.890625
	Iteration 30Q: 3 clusters Score -1.762177e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161726 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -17621524.000000 Penalty: 3909.890625
	Iteration 31Q: 3 clusters Score -1.762152e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -17621362.000000 Penalty: 3909.890625
	Iteration 32Q: 3 clusters Score -1.762136e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -17621146.000000 Penalty: 3909.890625
	Iteration 33Q: 3 clusters Score -1.762115e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -17621030.000000 Penalty: 3909.890625
	Iteration 34Q: 3 clusters Score -1.762103e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -17620858.000000 Penalty: 3909.890625
	Iteration 35Q: 3 clusters Score -1.762086e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -17620764.000000 Penalty: 3909.890625
	Iteration 36Q: 3 clusters Score -1.762076e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164203 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -17620652.000000 Penalty: 3909.890625
	Iteration 37Q: 3 clusters Score -1.762065e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -17620530.000000 Penalty: 3909.890625
	Iteration 38Q: 3 clusters Score -1.762053e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -17620436.000000 Penalty: 3909.890625
	Iteration 39Q: 3 clusters Score -1.762044e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -17620360.000000 Penalty: 3909.890625
	Iteration 40F: 3 clusters Score -1.762036e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165242 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -17620244.000000 Penalty: 3909.890625
	Iteration 41Q: 3 clusters Score -1.762024e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17620216.000000 Penalty: 3909.890625
	Iteration 42Q: 3 clusters Score -1.762022e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -17620176.000000 Penalty: 3909.890625
	Iteration 43Q: 3 clusters Score -1.762018e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17620130.000000 Penalty: 3909.890625
	Iteration 44Q: 3 clusters Score -1.762013e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17620128.000000 Penalty: 3909.890625
	Iteration 45Q: 3 clusters Score -1.762013e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -17620060.000000 Penalty: 3909.890625
	Iteration 46Q: 3 clusters Score -1.762006e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166116 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -17619998.000000 Penalty: 3909.890625
	Iteration 47Q: 3 clusters Score -1.762e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17619972.000000 Penalty: 3909.890625
	Iteration 48Q: 3 clusters Score -1.761997e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166290 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -17619932.000000 Penalty: 3909.890625
	Iteration 49Q: 3 clusters Score -1.761993e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -17619944.000000 Penalty: 3909.890625
	Iteration 50Q: 3 clusters Score -1.761994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17619916.000000 Penalty: 3909.890625
	Iteration 51Q: 3 clusters Score -1.761992e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -17619904.000000 Penalty: 3909.890625
	Iteration 52Q: 3 clusters Score -1.76199e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17619914.000000 Penalty: 3909.890625
	Iteration 53Q: 3 clusters Score -1.761991e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17619880.000000 Penalty: 3909.890625
	Iteration 54Q: 3 clusters Score -1.761988e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166653 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17619884.000000 Penalty: 3909.890625
	Iteration 55Q: 3 clusters Score -1.761988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17619860.000000 Penalty: 3909.890625
	Iteration 56Q: 3 clusters Score -1.761986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -17619874.000000 Penalty: 3909.890625
	Iteration 57Q: 3 clusters Score -1.761987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17619874.000000 Penalty: 3909.890625
	Iteration 58Q: 3 clusters Score -1.761987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17619870.000000 Penalty: 3909.890625
	Iteration 59Q: 3 clusters Score -1.761987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -17619854.000000 Penalty: 3909.890625
	Iteration 60F: 3 clusters Score -1.761985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17619864.000000 Penalty: 3909.890625
	Iteration 61Q: 3 clusters Score -1.761986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166867 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -17619856.000000 Penalty: 3909.890625
	Iteration 62Q: 3 clusters Score -1.761986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -17619856.000000 Penalty: 3909.890625
	Iteration 63Q: 3 clusters Score -1.761986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -17619860.000000 Penalty: 3909.890625
	Iteration 64Q: 3 clusters Score -1.761986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -17619854.000000 Penalty: 3909.890625
	Iteration 65Q: 3 clusters Score -1.761985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17619840.000000 Penalty: 3909.890625
	Iteration 66Q: 3 clusters Score -1.761984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17619854.000000 Penalty: 3909.890625
	Iteration 67Q: 3 clusters Score -1.761985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17619858.000000 Penalty: 3909.890625
	Iteration 68Q: 3 clusters Score -1.761986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17619856.000000 Penalty: 3909.890625
	Iteration 69Q: 3 clusters Score -1.761986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166958 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17619848.000000 Penalty: 3909.890625
	Iteration 70Q: 3 clusters Score -1.761985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -17619848.000000 Penalty: 3909.890625
	Iteration 71Q: 3 clusters Score -1.761985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17619834.000000 Penalty: 3909.890625
	Iteration 72Q: 3 clusters Score -1.761983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166982 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17619844.000000 Penalty: 3909.890625
	Iteration 73Q: 3 clusters Score -1.761984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -17619820.000000 Penalty: 3909.890625
	Iteration 74Q: 3 clusters Score -1.761982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -17619830.000000 Penalty: 3909.890625
	Iteration 75Q: 3 clusters Score -1.761983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17619822.000000 Penalty: 3909.890625
	Iteration 76Q: 3 clusters Score -1.761982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17619828.000000 Penalty: 3909.890625
	Iteration 77Q: 3 clusters Score -1.761983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17619822.000000 Penalty: 3909.890625
	Iteration 78Q: 3 clusters Score -1.761982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17619818.000000 Penalty: 3909.890625
	Iteration 79Q: 3 clusters Score -1.761982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -17619820.000000 Penalty: 3909.890625
	Iteration 80F: 3 clusters Score -1.761982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -433083.968750 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -433084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -429446.375000 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -429446.4 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -430631.687500 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -430631.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -430966.093750 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -430966.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -431292.750000 Penalty: 2742.398926
	Iteration 3F: 3 clusters Score -431292.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -431539.937500 Penalty: 2742.398926
	Iteration 4F: 3 clusters Score -431539.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -431748.687500 Penalty: 2742.398926
	Iteration 5F: 3 clusters Score -431748.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -431918.375000 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -431918.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -432079.406250 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -432079.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -432237.781250 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -432237.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -432345.593750 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -432345.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -432420.468750 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -432420.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -432480.250000 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -432480.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -432522.968750 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -432523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -432546.625000 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -432546.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -432567.437500 Penalty: 2742.398926
	Iteration 14Q: 3 clusters Score -432567.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -432581.093750 Penalty: 2742.398926
	Iteration 15Q: 3 clusters Score -432581.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -432591.312500 Penalty: 2742.398926
	Iteration 16Q: 3 clusters Score -432591.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -432596.781250 Penalty: 2742.398926
	Iteration 17Q: 3 clusters Score -432596.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -432602.343750 Penalty: 2742.398926
	Iteration 18Q: 3 clusters Score -432602.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -432607.468750 Penalty: 2742.398926
	Iteration 19Q: 3 clusters Score -432607.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -432613.968750 Penalty: 2742.398926
	Iteration 20F: 3 clusters Score -432614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -432617.031250 Penalty: 2742.398926
	Iteration 21Q: 3 clusters Score -432617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -432618.562500 Penalty: 2742.398926
	Iteration 22Q: 3 clusters Score -432618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -432619.062500 Penalty: 2742.398926
	Iteration 23Q: 3 clusters Score -432619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -432619.343750 Penalty: 2742.398926
	Iteration 24Q: 3 clusters Score -432619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -432619.062500 Penalty: 2742.398926
	Iteration 25Q: 3 clusters Score -432619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -432620.437500 Penalty: 2742.398926
	Iteration 26Q: 3 clusters Score -432620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -432621.156250 Penalty: 2742.398926
	Iteration 27Q: 3 clusters Score -432621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -432621.156250 Penalty: 2742.398926
	Iteration 28F: 3 clusters Score -432621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Entering Unmasked Estep 
Score: -6939344.000000 Penalty: 1802.219849
	Iteration 0F: 2 clusters Score -6939344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6895606.000000 Penalty: 3604.439697
	Iteration 0F: 3 clusters Score -6895606 nChanged 30910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6913519.000000 Penalty: 3604.439697
	Iteration 1F: 3 clusters Score -6913519 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -6914318.500000 Penalty: 3604.439697
	Iteration 2Q: 3 clusters Score -6914318 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -6915533.500000 Penalty: 3604.439697
	Iteration 3Q: 3 clusters Score -6915534 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -6917094.000000 Penalty: 3604.439697
	Iteration 4Q: 3 clusters Score -6917094 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -6919147.000000 Penalty: 3604.439697
	Iteration 5F: 3 clusters Score -6919147 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -6921360.500000 Penalty: 3604.439697
	Iteration 6F: 3 clusters Score -6921360 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -6923525.000000 Penalty: 3604.439697
	Iteration 7F: 3 clusters Score -6923525 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -6925345.500000 Penalty: 3604.439697
	Iteration 8F: 3 clusters Score -6925346 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -6926949.000000 Penalty: 3604.439697
	Iteration 9Q: 3 clusters Score -6926949 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -6928327.000000 Penalty: 3604.439697
	Iteration 10Q: 3 clusters Score -6928327 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6929610.000000 Penalty: 3604.439697
	Iteration 11Q: 3 clusters Score -6929610 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -6930926.000000 Penalty: 3604.439697
	Iteration 12Q: 3 clusters Score -6930926 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6932231.500000 Penalty: 3604.439697
	Iteration 13Q: 3 clusters Score -6932232 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -6933435.000000 Penalty: 3604.439697
	Iteration 14Q: 3 clusters Score -6933435 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -6934530.500000 Penalty: 3604.439697
	Iteration 15Q: 3 clusters Score -6934530 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -6935372.000000 Penalty: 3604.439697
	Iteration 16Q: 3 clusters Score -6935372 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6936101.500000 Penalty: 3604.439697
	Iteration 17Q: 3 clusters Score -6936102 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6936659.000000 Penalty: 3604.439697
	Iteration 18Q: 3 clusters Score -6936659 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6936989.500000 Penalty: 3604.439697
	Iteration 19Q: 3 clusters Score -6936990 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6937255.000000 Penalty: 3604.439697
	Iteration 20F: 3 clusters Score -6937255 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6937439.500000 Penalty: 3604.439697
	Iteration 21Q: 3 clusters Score -6937440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6937569.000000 Penalty: 3604.439697
	Iteration 22Q: 3 clusters Score -6937569 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6937680.500000 Penalty: 3604.439697
	Iteration 23Q: 3 clusters Score -6937680 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6937721.500000 Penalty: 3604.439697
	Iteration 24Q: 3 clusters Score -6937722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6937779.500000 Penalty: 3604.439697
	Iteration 25Q: 3 clusters Score -6937780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6937827.500000 Penalty: 3604.439697
	Iteration 26Q: 3 clusters Score -6937828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6937852.500000 Penalty: 3604.439697
	Iteration 27Q: 3 clusters Score -6937852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6937877.500000 Penalty: 3604.439697
	Iteration 28Q: 3 clusters Score -6937878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6937888.000000 Penalty: 3604.439697
	Iteration 29Q: 3 clusters Score -6937888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6937898.500000 Penalty: 3604.439697
	Iteration 30Q: 3 clusters Score -6937898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6937905.000000 Penalty: 3604.439697
	Iteration 31Q: 3 clusters Score -6937905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6937920.500000 Penalty: 3604.439697
	Iteration 32Q: 3 clusters Score -6937920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6937925.500000 Penalty: 3604.439697
	Iteration 33Q: 3 clusters Score -6937926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6937931.000000 Penalty: 3604.439697
	Iteration 34Q: 3 clusters Score -6937931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6937941.500000 Penalty: 3604.439697
	Iteration 35Q: 3 clusters Score -6937942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6937944.000000 Penalty: 3604.439697
	Iteration 36Q: 3 clusters Score -6937944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6937950.000000 Penalty: 3604.439697
	Iteration 37Q: 3 clusters Score -6937950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6937959.000000 Penalty: 3604.439697
	Iteration 38Q: 3 clusters Score -6937959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6937958.000000 Penalty: 3604.439697
	Iteration 39Q: 3 clusters Score -6937958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6937962.000000 Penalty: 3604.439697
	Iteration 40F: 3 clusters Score -6937962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6937961.500000 Penalty: 3604.439697
	Iteration 41Q: 3 clusters Score -6937962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6937962.500000 Penalty: 3604.439697
	Iteration 42Q: 3 clusters Score -6937962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6937962.500000 Penalty: 3604.439697
	Iteration 43Q: 3 clusters Score -6937962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6937966.000000 Penalty: 3604.439697
	Iteration 44Q: 3 clusters Score -6937966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6937970.000000 Penalty: 3604.439697
	Iteration 45Q: 3 clusters Score -6937970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6937971.500000 Penalty: 3604.439697
	Iteration 46Q: 3 clusters Score -6937972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6937978.000000 Penalty: 3604.439697
	Iteration 47Q: 3 clusters Score -6937978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6937975.500000 Penalty: 3604.439697
	Iteration 48Q: 3 clusters Score -6937976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6937974.500000 Penalty: 3604.439697
	Iteration 49Q: 3 clusters Score -6937974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6937974.500000 Penalty: 3604.439697
	Iteration 50F: 3 clusters Score -6937974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (82629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Entering Unmasked Estep 
Score: -8657786.000000 Penalty: 1839.843872
	Iteration 0F: 2 clusters Score -8657786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8602849.000000 Penalty: 3679.687744
	Iteration 0F: 3 clusters Score -8602849 nChanged 39179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -8625476.000000 Penalty: 3679.687744
	Iteration 1F: 3 clusters Score -8625476 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -8626212.000000 Penalty: 3679.687744
	Iteration 2Q: 3 clusters Score -8626212 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8627123.000000 Penalty: 3679.687744
	Iteration 3Q: 3 clusters Score -8627123 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8628264.000000 Penalty: 3679.687744
	Iteration 4Q: 3 clusters Score -8628264 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -8630064.000000 Penalty: 3679.687744
	Iteration 5Q: 3 clusters Score -8630064 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8632878.000000 Penalty: 3679.687744
	Iteration 6F: 3 clusters Score -8632878 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8637233.000000 Penalty: 3679.687744
	Iteration 7F: 3 clusters Score -8637233 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -8642648.000000 Penalty: 3679.687744
	Iteration 8F: 3 clusters Score -8642648 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -8648133.000000 Penalty: 3679.687744
	Iteration 9F: 3 clusters Score -8648133 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -8651966.000000 Penalty: 3679.687744
	Iteration 10F: 3 clusters Score -8651966 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8653987.000000 Penalty: 3679.687744
	Iteration 11Q: 3 clusters Score -8653987 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8654981.000000 Penalty: 3679.687744
	Iteration 12Q: 3 clusters Score -8654981 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8655536.000000 Penalty: 3679.687744
	Iteration 13Q: 3 clusters Score -8655536 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8655856.000000 Penalty: 3679.687744
	Iteration 14Q: 3 clusters Score -8655856 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8656037.000000 Penalty: 3679.687744
	Iteration 15Q: 3 clusters Score -8656037 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8656154.000000 Penalty: 3679.687744
	Iteration 16Q: 3 clusters Score -8656154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8656219.000000 Penalty: 3679.687744
	Iteration 17Q: 3 clusters Score -8656219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8656266.000000 Penalty: 3679.687744
	Iteration 18Q: 3 clusters Score -8656266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8656301.000000 Penalty: 3679.687744
	Iteration 19Q: 3 clusters Score -8656301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8656320.000000 Penalty: 3679.687744
	Iteration 20F: 3 clusters Score -8656320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8656330.000000 Penalty: 3679.687744
	Iteration 21Q: 3 clusters Score -8656330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8656329.000000 Penalty: 3679.687744
	Iteration 22Q: 3 clusters Score -8656329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8656328.000000 Penalty: 3679.687744
	Iteration 23Q: 3 clusters Score -8656328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8656336.000000 Penalty: 3679.687744
	Iteration 24Q: 3 clusters Score -8656336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8656354.000000 Penalty: 3679.687744
	Iteration 25Q: 3 clusters Score -8656354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8656361.000000 Penalty: 3679.687744
	Iteration 26Q: 3 clusters Score -8656361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8656375.000000 Penalty: 3679.687744
	Iteration 27Q: 3 clusters Score -8656375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8656380.000000 Penalty: 3679.687744
	Iteration 28Q: 3 clusters Score -8656380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8656399.000000 Penalty: 3679.687744
	Iteration 29Q: 3 clusters Score -8656399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8656405.000000 Penalty: 3679.687744
	Iteration 30Q: 3 clusters Score -8656405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8656404.000000 Penalty: 3679.687744
	Iteration 31Q: 3 clusters Score -8656404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8656417.000000 Penalty: 3679.687744
	Iteration 32Q: 3 clusters Score -8656417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8656412.000000 Penalty: 3679.687744
	Iteration 33Q: 3 clusters Score -8656412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8656410.000000 Penalty: 3679.687744
	Iteration 34Q: 3 clusters Score -8656410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8656415.000000 Penalty: 3679.687744
	Iteration 35Q: 3 clusters Score -8656415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8656412.000000 Penalty: 3679.687744
	Iteration 36Q: 3 clusters Score -8656412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8656411.000000 Penalty: 3679.687744
	Iteration 37Q: 3 clusters Score -8656411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8656427.000000 Penalty: 3679.687744
	Iteration 38Q: 3 clusters Score -8656427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8656430.000000 Penalty: 3679.687744
	Iteration 39Q: 3 clusters Score -8656430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8656431.000000 Penalty: 3679.687744
	Iteration 40F: 3 clusters Score -8656431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8656430.000000 Penalty: 3679.687744
	Iteration 41Q: 3 clusters Score -8656430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8656430.000000 Penalty: 3679.687744
	Iteration 42F: 3 clusters Score -8656430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Entering Unmasked Estep 
Score: -12211443.000000 Penalty: 1896.025757
	Iteration 0F: 2 clusters Score -1.221144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -12133540.000000 Penalty: 3792.051514
	Iteration 0F: 3 clusters Score -1.213354e+07 nChanged 56145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -12166970.000000 Penalty: 3792.051514
	Iteration 1F: 3 clusters Score -1.216697e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -12167832.000000 Penalty: 3792.051514
	Iteration 2Q: 3 clusters Score -1.216783e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -12168965.000000 Penalty: 3792.051514
	Iteration 3Q: 3 clusters Score -1.216896e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -12170030.000000 Penalty: 3792.051514
	Iteration 4Q: 3 clusters Score -1.217003e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -12171251.000000 Penalty: 3792.051514
	Iteration 5Q: 3 clusters Score -1.217125e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -12172510.000000 Penalty: 3792.051514
	Iteration 6Q: 3 clusters Score -1.217251e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -12174544.000000 Penalty: 3792.051514
	Iteration 7Q: 3 clusters Score -1.217454e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -12177398.000000 Penalty: 3792.051514
	Iteration 8Q: 3 clusters Score -1.21774e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -12181665.000000 Penalty: 3792.051514
	Iteration 9F: 3 clusters Score -1.218166e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -12186781.000000 Penalty: 3792.051514
	Iteration 10F: 3 clusters Score -1.218678e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -12191802.000000 Penalty: 3792.051514
	Iteration 11F: 3 clusters Score -1.21918e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -12195246.000000 Penalty: 3792.051514
	Iteration 12Q: 3 clusters Score -1.219525e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -12197378.000000 Penalty: 3792.051514
	Iteration 13Q: 3 clusters Score -1.219738e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -12199014.000000 Penalty: 3792.051514
	Iteration 14Q: 3 clusters Score -1.219901e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -12200461.000000 Penalty: 3792.051514
	Iteration 15Q: 3 clusters Score -1.220046e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -12201832.000000 Penalty: 3792.051514
	Iteration 16Q: 3 clusters Score -1.220183e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -12203036.000000 Penalty: 3792.051514
	Iteration 17Q: 3 clusters Score -1.220304e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -12204164.000000 Penalty: 3792.051514
	Iteration 18Q: 3 clusters Score -1.220416e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -12205195.000000 Penalty: 3792.051514
	Iteration 19Q: 3 clusters Score -1.22052e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -12206030.000000 Penalty: 3792.051514
	Iteration 20F: 3 clusters Score -1.220603e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -12206746.000000 Penalty: 3792.051514
	Iteration 21Q: 3 clusters Score -1.220675e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -12207307.000000 Penalty: 3792.051514
	Iteration 22Q: 3 clusters Score -1.220731e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -12207890.000000 Penalty: 3792.051514
	Iteration 23Q: 3 clusters Score -1.220789e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -12208431.000000 Penalty: 3792.051514
	Iteration 24Q: 3 clusters Score -1.220843e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -12208770.000000 Penalty: 3792.051514
	Iteration 25Q: 3 clusters Score -1.220877e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112260 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -12209068.000000 Penalty: 3792.051514
	Iteration 26Q: 3 clusters Score -1.220907e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -12209196.000000 Penalty: 3792.051514
	Iteration 27Q: 3 clusters Score -1.22092e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -12209432.000000 Penalty: 3792.051514
	Iteration 28Q: 3 clusters Score -1.220943e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -12209529.000000 Penalty: 3792.051514
	Iteration 29Q: 3 clusters Score -1.220953e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12209641.000000 Penalty: 3792.051514
	Iteration 30Q: 3 clusters Score -1.220964e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12209743.000000 Penalty: 3792.051514
	Iteration 31Q: 3 clusters Score -1.220974e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114366 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -12209812.000000 Penalty: 3792.051514
	Iteration 32Q: 3 clusters Score -1.220981e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12209846.000000 Penalty: 3792.051514
	Iteration 33Q: 3 clusters Score -1.220985e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12209893.000000 Penalty: 3792.051514
	Iteration 34Q: 3 clusters Score -1.220989e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114753 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -12209914.000000 Penalty: 3792.051514
	Iteration 35Q: 3 clusters Score -1.220991e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -12209951.000000 Penalty: 3792.051514
	Iteration 36Q: 3 clusters Score -1.220995e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -12209961.000000 Penalty: 3792.051514
	Iteration 37Q: 3 clusters Score -1.220996e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12210014.000000 Penalty: 3792.051514
	Iteration 38Q: 3 clusters Score -1.221001e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -12210038.000000 Penalty: 3792.051514
	Iteration 39Q: 3 clusters Score -1.221004e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12210064.000000 Penalty: 3792.051514
	Iteration 40F: 3 clusters Score -1.221006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12210079.000000 Penalty: 3792.051514
	Iteration 41Q: 3 clusters Score -1.221008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12210083.000000 Penalty: 3792.051514
	Iteration 42Q: 3 clusters Score -1.221008e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12210102.000000 Penalty: 3792.051514
	Iteration 43Q: 3 clusters Score -1.22101e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12210140.000000 Penalty: 3792.051514
	Iteration 44Q: 3 clusters Score -1.221014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12210149.000000 Penalty: 3792.051514
	Iteration 45Q: 3 clusters Score -1.221015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12210161.000000 Penalty: 3792.051514
	Iteration 46Q: 3 clusters Score -1.221016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12210169.000000 Penalty: 3792.051514
	Iteration 47Q: 3 clusters Score -1.221017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12210174.000000 Penalty: 3792.051514
	Iteration 48Q: 3 clusters Score -1.221017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12210175.000000 Penalty: 3792.051514
	Iteration 49Q: 3 clusters Score -1.221018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -12210181.000000 Penalty: 3792.051514
	Iteration 50Q: 3 clusters Score -1.221018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12210177.000000 Penalty: 3792.051514
	Iteration 51Q: 3 clusters Score -1.221018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12210175.000000 Penalty: 3792.051514
	Iteration 52Q: 3 clusters Score -1.221018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12210182.000000 Penalty: 3792.051514
	Iteration 53Q: 3 clusters Score -1.221018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115510 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12210182.000000 Penalty: 3792.051514
	Iteration 54Q: 3 clusters Score -1.221018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12210184.000000 Penalty: 3792.051514
	Iteration 55Q: 3 clusters Score -1.221018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115521 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12210185.000000 Penalty: 3792.051514
	Iteration 56Q: 3 clusters Score -1.221018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12210180.000000 Penalty: 3792.051514
	Iteration 57Q: 3 clusters Score -1.221018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12210180.000000 Penalty: 3792.051514
	Iteration 58F: 3 clusters Score -1.221018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Entering Unmasked Estep 
Score: -656039.250000 Penalty: 1424.564331
	Iteration 0F: 2 clusters Score -656039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -651146.000000 Penalty: 2849.128662
	Iteration 0F: 3 clusters Score -651146 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -652536.937500 Penalty: 2849.128662
	Iteration 1F: 3 clusters Score -652536.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -652751.375000 Penalty: 2849.128662
	Iteration 2F: 3 clusters Score -652751.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -652908.687500 Penalty: 2849.128662
	Iteration 3F: 3 clusters Score -652908.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -653043.000000 Penalty: 2849.128662
	Iteration 4Q: 3 clusters Score -653043 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -653174.812500 Penalty: 2849.128662
	Iteration 5Q: 3 clusters Score -653174.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -653314.187500 Penalty: 2849.128662
	Iteration 6Q: 3 clusters Score -653314.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -653464.500000 Penalty: 2849.128662
	Iteration 7Q: 3 clusters Score -653464.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -653655.250000 Penalty: 2849.128662
	Iteration 8Q: 3 clusters Score -653655.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -653854.937500 Penalty: 2849.128662
	Iteration 9Q: 3 clusters Score -653854.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -654094.937500 Penalty: 2849.128662
	Iteration 10Q: 3 clusters Score -654094.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -654295.562500 Penalty: 2849.128662
	Iteration 11Q: 3 clusters Score -654295.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -654423.250000 Penalty: 2849.128662
	Iteration 12Q: 3 clusters Score -654423.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -654512.562500 Penalty: 2849.128662
	Iteration 13Q: 3 clusters Score -654512.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -654577.562500 Penalty: 2849.128662
	Iteration 14Q: 3 clusters Score -654577.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -654632.562500 Penalty: 2849.128662
	Iteration 15Q: 3 clusters Score -654632.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -654671.937500 Penalty: 2849.128662
	Iteration 16Q: 3 clusters Score -654671.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -654702.250000 Penalty: 2849.128662
	Iteration 17Q: 3 clusters Score -654702.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -654728.437500 Penalty: 2849.128662
	Iteration 18Q: 3 clusters Score -654728.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -654748.187500 Penalty: 2849.128662
	Iteration 19Q: 3 clusters Score -654748.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -654766.625000 Penalty: 2849.128662
	Iteration 20F: 3 clusters Score -654766.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -654785.937500 Penalty: 2849.128662
	Iteration 21Q: 3 clusters Score -654785.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -654800.125000 Penalty: 2849.128662
	Iteration 22Q: 3 clusters Score -654800.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -654809.312500 Penalty: 2849.128662
	Iteration 23Q: 3 clusters Score -654809.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -654819.875000 Penalty: 2849.128662
	Iteration 24Q: 3 clusters Score -654819.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -654830.187500 Penalty: 2849.128662
	Iteration 25Q: 3 clusters Score -654830.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -654841.625000 Penalty: 2849.128662
	Iteration 26Q: 3 clusters Score -654841.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -654850.312500 Penalty: 2849.128662
	Iteration 27Q: 3 clusters Score -654850.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -654858.437500 Penalty: 2849.128662
	Iteration 28Q: 3 clusters Score -654858.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -654869.062500 Penalty: 2849.128662
	Iteration 29Q: 3 clusters Score -654869.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -654877.625000 Penalty: 2849.128662
	Iteration 30Q: 3 clusters Score -654877.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -654885.562500 Penalty: 2849.128662
	Iteration 31Q: 3 clusters Score -654885.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -654889.500000 Penalty: 2849.128662
	Iteration 32Q: 3 clusters Score -654889.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -654895.437500 Penalty: 2849.128662
	Iteration 33Q: 3 clusters Score -654895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -654896.250000 Penalty: 2849.128662
	Iteration 34Q: 3 clusters Score -654896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -654898.875000 Penalty: 2849.128662
	Iteration 35Q: 3 clusters Score -654898.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -654904.625000 Penalty: 2849.128662
	Iteration 36Q: 3 clusters Score -654904.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -654908.437500 Penalty: 2849.128662
	Iteration 37Q: 3 clusters Score -654908.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -654917.125000 Penalty: 2849.128662
	Iteration 38Q: 3 clusters Score -654917.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -654925.312500 Penalty: 2849.128662
	Iteration 39Q: 3 clusters Score -654925.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -654933.062500 Penalty: 2849.128662
	Iteration 40F: 3 clusters Score -654933.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -654938.750000 Penalty: 2849.128662
	Iteration 41Q: 3 clusters Score -654938.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -654942.250000 Penalty: 2849.128662
	Iteration 42Q: 3 clusters Score -654942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -654947.500000 Penalty: 2849.128662
	Iteration 43Q: 3 clusters Score -654947.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -654949.250000 Penalty: 2849.128662
	Iteration 44Q: 3 clusters Score -654949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -654950.562500 Penalty: 2849.128662
	Iteration 45Q: 3 clusters Score -654950.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -654953.437500 Penalty: 2849.128662
	Iteration 46Q: 3 clusters Score -654953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -654955.437500 Penalty: 2849.128662
	Iteration 47Q: 3 clusters Score -654955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -654956.312500 Penalty: 2849.128662
	Iteration 48Q: 3 clusters Score -654956.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -654958.500000 Penalty: 2849.128662
	Iteration 49Q: 3 clusters Score -654958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -654958.250000 Penalty: 2849.128662
	Iteration 50Q: 3 clusters Score -654958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -654959.187500 Penalty: 2849.128662
	Iteration 51Q: 3 clusters Score -654959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -654959.125000 Penalty: 2849.128662
	Iteration 52Q: 3 clusters Score -654959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -654960.375000 Penalty: 2849.128662
	Iteration 53Q: 3 clusters Score -654960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -654960.000000 Penalty: 2849.128662
	Iteration 54Q: 3 clusters Score -654960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -654959.562500 Penalty: 2849.128662
	Iteration 55Q: 3 clusters Score -654959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -654960.500000 Penalty: 2849.128662
	Iteration 56Q: 3 clusters Score -654960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -654960.375000 Penalty: 2849.128662
	Iteration 57Q: 3 clusters Score -654960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -654961.625000 Penalty: 2849.128662
	Iteration 58Q: 3 clusters Score -654961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -654961.625000 Penalty: 2849.128662
	Iteration 59Q: 3 clusters Score -654961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -654962.125000 Penalty: 2849.128662
	Iteration 60F: 3 clusters Score -654962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -654961.437500 Penalty: 2849.128662
	Iteration 61Q: 3 clusters Score -654961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -654963.500000 Penalty: 2849.128662
	Iteration 62Q: 3 clusters Score -654963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -654963.437500 Penalty: 2849.128662
	Iteration 63Q: 3 clusters Score -654963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -654964.062500 Penalty: 2849.128662
	Iteration 64Q: 3 clusters Score -654964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -654962.687500 Penalty: 2849.128662
	Iteration 65Q: 3 clusters Score -654962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -654962.687500 Penalty: 2849.128662
	Iteration 66F: 3 clusters Score -654962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Entering Unmasked Estep 
Score: -4027103.500000 Penalty: 1716.911255
	Iteration 0F: 2 clusters Score -4027104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4001160.750000 Penalty: 3433.822510
	Iteration 0F: 3 clusters Score -4001161 nChanged 18088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4011393.250000 Penalty: 3433.822510
	Iteration 1F: 3 clusters Score -4011393 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4012067.500000 Penalty: 3433.822510
	Iteration 2Q: 3 clusters Score -4012068 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4012898.750000 Penalty: 3433.822510
	Iteration 3Q: 3 clusters Score -4012899 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4014143.000000 Penalty: 3433.822510
	Iteration 4F: 3 clusters Score -4014143 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -4015979.500000 Penalty: 3433.822510
	Iteration 5F: 3 clusters Score -4015980 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4018279.000000 Penalty: 3433.822510
	Iteration 6F: 3 clusters Score -4018279 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4020626.000000 Penalty: 3433.822510
	Iteration 7F: 3 clusters Score -4020626 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4022526.500000 Penalty: 3433.822510
	Iteration 8F: 3 clusters Score -4022526 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4023858.250000 Penalty: 3433.822510
	Iteration 9Q: 3 clusters Score -4023858 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -4024750.000000 Penalty: 3433.822510
	Iteration 10Q: 3 clusters Score -4024750 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -4025195.500000 Penalty: 3433.822510
	Iteration 11Q: 3 clusters Score -4025196 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -4025390.500000 Penalty: 3433.822510
	Iteration 12Q: 3 clusters Score -4025390 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4025490.500000 Penalty: 3433.822510
	Iteration 13Q: 3 clusters Score -4025490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4025555.250000 Penalty: 3433.822510
	Iteration 14Q: 3 clusters Score -4025555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4025599.750000 Penalty: 3433.822510
	Iteration 15Q: 3 clusters Score -4025600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4025621.000000 Penalty: 3433.822510
	Iteration 16Q: 3 clusters Score -4025621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -4025630.500000 Penalty: 3433.822510
	Iteration 17Q: 3 clusters Score -4025630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4025632.500000 Penalty: 3433.822510
	Iteration 18Q: 3 clusters Score -4025632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -4025633.500000 Penalty: 3433.822510
	Iteration 19Q: 3 clusters Score -4025634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4025637.500000 Penalty: 3433.822510
	Iteration 20F: 3 clusters Score -4025638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Entering Unmasked Estep 
Score: -3810269.250000 Penalty: 1711.764404
	Iteration 0F: 2 clusters Score -3810269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3785051.750000 Penalty: 3423.528809
	Iteration 0F: 3 clusters Score -3785052 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3795245.750000 Penalty: 3423.528809
	Iteration 1F: 3 clusters Score -3795246 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3796125.250000 Penalty: 3423.528809
	Iteration 2F: 3 clusters Score -3796125 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3797360.500000 Penalty: 3423.528809
	Iteration 3F: 3 clusters Score -3797360 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3799210.000000 Penalty: 3423.528809
	Iteration 4F: 3 clusters Score -3799210 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3801710.750000 Penalty: 3423.528809
	Iteration 5F: 3 clusters Score -3801711 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3804303.250000 Penalty: 3423.528809
	Iteration 6F: 3 clusters Score -3804303 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3806231.750000 Penalty: 3423.528809
	Iteration 7F: 3 clusters Score -3806232 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3807267.250000 Penalty: 3423.528809
	Iteration 8Q: 3 clusters Score -3807267 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3807700.000000 Penalty: 3423.528809
	Iteration 9Q: 3 clusters Score -3807700 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3807949.500000 Penalty: 3423.528809
	Iteration 10Q: 3 clusters Score -3807950 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3808112.000000 Penalty: 3423.528809
	Iteration 11Q: 3 clusters Score -3808112 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3808264.000000 Penalty: 3423.528809
	Iteration 12Q: 3 clusters Score -3808264 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3808358.500000 Penalty: 3423.528809
	Iteration 13Q: 3 clusters Score -3808358 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3808438.000000 Penalty: 3423.528809
	Iteration 14Q: 3 clusters Score -3808438 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3808518.750000 Penalty: 3423.528809
	Iteration 15Q: 3 clusters Score -3808519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -3808600.750000 Penalty: 3423.528809
	Iteration 16Q: 3 clusters Score -3808601 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3808691.750000 Penalty: 3423.528809
	Iteration 17Q: 3 clusters Score -3808692 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3808772.250000 Penalty: 3423.528809
	Iteration 18Q: 3 clusters Score -3808772 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3808858.500000 Penalty: 3423.528809
	Iteration 19Q: 3 clusters Score -3808858 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -3808915.500000 Penalty: 3423.528809
	Iteration 20F: 3 clusters Score -3808916 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3808962.250000 Penalty: 3423.528809
	Iteration 21Q: 3 clusters Score -3808962 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3809034.500000 Penalty: 3423.528809
	Iteration 22Q: 3 clusters Score -3809034 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3809095.250000 Penalty: 3423.528809
	Iteration 23Q: 3 clusters Score -3809095 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3809176.500000 Penalty: 3423.528809
	Iteration 24Q: 3 clusters Score -3809176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -3809244.000000 Penalty: 3423.528809
	Iteration 25Q: 3 clusters Score -3809244 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3809326.500000 Penalty: 3423.528809
	Iteration 26Q: 3 clusters Score -3809326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3809391.000000 Penalty: 3423.528809
	Iteration 27Q: 3 clusters Score -3809391 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3809447.750000 Penalty: 3423.528809
	Iteration 28Q: 3 clusters Score -3809448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -3809477.750000 Penalty: 3423.528809
	Iteration 29Q: 3 clusters Score -3809478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -3809520.000000 Penalty: 3423.528809
	Iteration 30Q: 3 clusters Score -3809520 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -3809547.250000 Penalty: 3423.528809
	Iteration 31Q: 3 clusters Score -3809547 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3809576.250000 Penalty: 3423.528809
	Iteration 32Q: 3 clusters Score -3809576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3809593.250000 Penalty: 3423.528809
	Iteration 33Q: 3 clusters Score -3809593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -3809606.500000 Penalty: 3423.528809
	Iteration 34Q: 3 clusters Score -3809606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3809619.000000 Penalty: 3423.528809
	Iteration 35Q: 3 clusters Score -3809619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3809638.750000 Penalty: 3423.528809
	Iteration 36Q: 3 clusters Score -3809639 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -3809657.500000 Penalty: 3423.528809
	Iteration 37Q: 3 clusters Score -3809658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -3809668.250000 Penalty: 3423.528809
	Iteration 38Q: 3 clusters Score -3809668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -3809666.500000 Penalty: 3423.528809
	Iteration 39Q: 3 clusters Score -3809666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -3809681.000000 Penalty: 3423.528809
	Iteration 40F: 3 clusters Score -3809681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3809696.500000 Penalty: 3423.528809
	Iteration 41Q: 3 clusters Score -3809696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -3809699.000000 Penalty: 3423.528809
	Iteration 42Q: 3 clusters Score -3809699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -3809715.000000 Penalty: 3423.528809
	Iteration 43Q: 3 clusters Score -3809715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -3809731.750000 Penalty: 3423.528809
	Iteration 44Q: 3 clusters Score -3809732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -3809726.250000 Penalty: 3423.528809
	Iteration 45Q: 3 clusters Score -3809726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -3809728.500000 Penalty: 3423.528809
	Iteration 46Q: 3 clusters Score -3809728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -3809737.500000 Penalty: 3423.528809
	Iteration 47Q: 3 clusters Score -3809738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3809726.000000 Penalty: 3423.528809
	Iteration 48Q: 3 clusters Score -3809726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -3809724.500000 Penalty: 3423.528809
	Iteration 49Q: 3 clusters Score -3809724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3809728.500000 Penalty: 3423.528809
	Iteration 50Q: 3 clusters Score -3809728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -3809735.500000 Penalty: 3423.528809
	Iteration 51Q: 3 clusters Score -3809736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3809734.000000 Penalty: 3423.528809
	Iteration 52Q: 3 clusters Score -3809734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3809734.250000 Penalty: 3423.528809
	Iteration 53Q: 3 clusters Score -3809734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -3809734.750000 Penalty: 3423.528809
	Iteration 54Q: 3 clusters Score -3809735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -3809734.750000 Penalty: 3423.528809
	Iteration 55F: 3 clusters Score -3809735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -431540.625000 Penalty: 1361.712402
	Iteration 0F: 2 clusters Score -431540.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -427962.812500 Penalty: 2723.424805
	Iteration 0F: 3 clusters Score -427962.8 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -428973.781250 Penalty: 2723.424805
	Iteration 1F: 3 clusters Score -428973.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -429173.531250 Penalty: 2723.424805
	Iteration 2F: 3 clusters Score -429173.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -429320.531250 Penalty: 2723.424805
	Iteration 3F: 3 clusters Score -429320.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -429421.781250 Penalty: 2723.424805
	Iteration 4Q: 3 clusters Score -429421.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -429497.093750 Penalty: 2723.424805
	Iteration 5Q: 3 clusters Score -429497.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -429558.437500 Penalty: 2723.424805
	Iteration 6Q: 3 clusters Score -429558.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -429621.218750 Penalty: 2723.424805
	Iteration 7Q: 3 clusters Score -429621.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -429671.875000 Penalty: 2723.424805
	Iteration 8Q: 3 clusters Score -429671.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -429717.406250 Penalty: 2723.424805
	Iteration 9Q: 3 clusters Score -429717.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -429761.500000 Penalty: 2723.424805
	Iteration 10Q: 3 clusters Score -429761.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -429805.843750 Penalty: 2723.424805
	Iteration 11Q: 3 clusters Score -429805.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -429854.562500 Penalty: 2723.424805
	Iteration 12Q: 3 clusters Score -429854.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -429903.562500 Penalty: 2723.424805
	Iteration 13Q: 3 clusters Score -429903.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -429969.468750 Penalty: 2723.424805
	Iteration 14Q: 3 clusters Score -429969.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -430066.750000 Penalty: 2723.424805
	Iteration 15Q: 3 clusters Score -430066.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -430175.562500 Penalty: 2723.424805
	Iteration 16Q: 3 clusters Score -430175.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -430281.593750 Penalty: 2723.424805
	Iteration 17Q: 3 clusters Score -430281.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -430350.375000 Penalty: 2723.424805
	Iteration 18Q: 3 clusters Score -430350.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -430399.750000 Penalty: 2723.424805
	Iteration 19Q: 3 clusters Score -430399.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -430442.375000 Penalty: 2723.424805
	Iteration 20F: 3 clusters Score -430442.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -430479.250000 Penalty: 2723.424805
	Iteration 21Q: 3 clusters Score -430479.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -430505.375000 Penalty: 2723.424805
	Iteration 22Q: 3 clusters Score -430505.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -430528.250000 Penalty: 2723.424805
	Iteration 23Q: 3 clusters Score -430528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -430549.343750 Penalty: 2723.424805
	Iteration 24Q: 3 clusters Score -430549.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -430574.125000 Penalty: 2723.424805
	Iteration 25Q: 3 clusters Score -430574.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -430596.437500 Penalty: 2723.424805
	Iteration 26Q: 3 clusters Score -430596.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -430609.468750 Penalty: 2723.424805
	Iteration 27Q: 3 clusters Score -430609.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -430619.687500 Penalty: 2723.424805
	Iteration 28Q: 3 clusters Score -430619.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -430630.718750 Penalty: 2723.424805
	Iteration 29Q: 3 clusters Score -430630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -430641.031250 Penalty: 2723.424805
	Iteration 30Q: 3 clusters Score -430641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430648.218750 Penalty: 2723.424805
	Iteration 31Q: 3 clusters Score -430648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -430653.406250 Penalty: 2723.424805
	Iteration 32Q: 3 clusters Score -430653.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -430656.468750 Penalty: 2723.424805
	Iteration 33Q: 3 clusters Score -430656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -430659.375000 Penalty: 2723.424805
	Iteration 34Q: 3 clusters Score -430659.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -430662.156250 Penalty: 2723.424805
	Iteration 35Q: 3 clusters Score -430662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -430662.562500 Penalty: 2723.424805
	Iteration 36Q: 3 clusters Score -430662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -430665.781250 Penalty: 2723.424805
	Iteration 37Q: 3 clusters Score -430665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -430666.937500 Penalty: 2723.424805
	Iteration 38Q: 3 clusters Score -430666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -430666.875000 Penalty: 2723.424805
	Iteration 39Q: 3 clusters Score -430666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -430668.843750 Penalty: 2723.424805
	Iteration 40F: 3 clusters Score -430668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -430669.468750 Penalty: 2723.424805
	Iteration 41Q: 3 clusters Score -430669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -430670.125000 Penalty: 2723.424805
	Iteration 42Q: 3 clusters Score -430670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -430670.968750 Penalty: 2723.424805
	Iteration 43Q: 3 clusters Score -430671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -430671.000000 Penalty: 2723.424805
	Iteration 44Q: 3 clusters Score -430671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -430671.125000 Penalty: 2723.424805
	Iteration 45Q: 3 clusters Score -430671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -430671.281250 Penalty: 2723.424805
	Iteration 46Q: 3 clusters Score -430671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -430672.156250 Penalty: 2723.424805
	Iteration 47Q: 3 clusters Score -430672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -430673.031250 Penalty: 2723.424805
	Iteration 48Q: 3 clusters Score -430673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -430673.437500 Penalty: 2723.424805
	Iteration 49Q: 3 clusters Score -430673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -430673.281250 Penalty: 2723.424805
	Iteration 50Q: 3 clusters Score -430673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -430673.281250 Penalty: 2723.424805
	Iteration 51F: 3 clusters Score -430673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Entering Unmasked Estep 
Score: -10231592.000000 Penalty: 1867.017700
	Iteration 0F: 2 clusters Score -1.023159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -10166619.000000 Penalty: 3734.035400
	Iteration 0F: 3 clusters Score -1.016662e+07 nChanged 46551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -10194271.000000 Penalty: 3734.035400
	Iteration 1F: 3 clusters Score -1.019427e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -10195755.000000 Penalty: 3734.035400
	Iteration 2Q: 3 clusters Score -1.019576e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -10197477.000000 Penalty: 3734.035400
	Iteration 3Q: 3 clusters Score -1.019748e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -10199509.000000 Penalty: 3734.035400
	Iteration 4F: 3 clusters Score -1.019951e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -10201733.000000 Penalty: 3734.035400
	Iteration 5F: 3 clusters Score -1.020173e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -10203650.000000 Penalty: 3734.035400
	Iteration 6F: 3 clusters Score -1.020365e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -10205250.000000 Penalty: 3734.035400
	Iteration 7Q: 3 clusters Score -1.020525e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -10206526.000000 Penalty: 3734.035400
	Iteration 8Q: 3 clusters Score -1.020653e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -10207728.000000 Penalty: 3734.035400
	Iteration 9Q: 3 clusters Score -1.020773e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -10208914.000000 Penalty: 3734.035400
	Iteration 10Q: 3 clusters Score -1.020891e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -10210259.000000 Penalty: 3734.035400
	Iteration 11Q: 3 clusters Score -1.021026e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -10211856.000000 Penalty: 3734.035400
	Iteration 12Q: 3 clusters Score -1.021186e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -10213973.000000 Penalty: 3734.035400
	Iteration 13Q: 3 clusters Score -1.021397e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -10216772.000000 Penalty: 3734.035400
	Iteration 14Q: 3 clusters Score -1.021677e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -10220015.000000 Penalty: 3734.035400
	Iteration 15Q: 3 clusters Score -1.022002e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -10223424.000000 Penalty: 3734.035400
	Iteration 16Q: 3 clusters Score -1.022342e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -10226266.000000 Penalty: 3734.035400
	Iteration 17Q: 3 clusters Score -1.022627e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -10228068.000000 Penalty: 3734.035400
	Iteration 18Q: 3 clusters Score -1.022807e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10229007.000000 Penalty: 3734.035400
	Iteration 19Q: 3 clusters Score -1.022901e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10229409.000000 Penalty: 3734.035400
	Iteration 20F: 3 clusters Score -1.022941e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10229648.000000 Penalty: 3734.035400
	Iteration 21Q: 3 clusters Score -1.022965e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10229756.000000 Penalty: 3734.035400
	Iteration 22Q: 3 clusters Score -1.022976e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10229786.000000 Penalty: 3734.035400
	Iteration 23Q: 3 clusters Score -1.022979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10229816.000000 Penalty: 3734.035400
	Iteration 24Q: 3 clusters Score -1.022982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10229847.000000 Penalty: 3734.035400
	Iteration 25Q: 3 clusters Score -1.022985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10229862.000000 Penalty: 3734.035400
	Iteration 26Q: 3 clusters Score -1.022986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10229881.000000 Penalty: 3734.035400
	Iteration 27Q: 3 clusters Score -1.022988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10229886.000000 Penalty: 3734.035400
	Iteration 28Q: 3 clusters Score -1.022989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10229887.000000 Penalty: 3734.035400
	Iteration 29Q: 3 clusters Score -1.022989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10229893.000000 Penalty: 3734.035400
	Iteration 30Q: 3 clusters Score -1.022989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10229893.000000 Penalty: 3734.035400
	Iteration 31Q: 3 clusters Score -1.022989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10229904.000000 Penalty: 3734.035400
	Iteration 32Q: 3 clusters Score -1.02299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10229908.000000 Penalty: 3734.035400
	Iteration 33Q: 3 clusters Score -1.022991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10229911.000000 Penalty: 3734.035400
	Iteration 34Q: 3 clusters Score -1.022991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10229909.000000 Penalty: 3734.035400
	Iteration 35Q: 3 clusters Score -1.022991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10229909.000000 Penalty: 3734.035400
	Iteration 36F: 3 clusters Score -1.022991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -298500.062500 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -298500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295766.406250 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -295766.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -296635.187500 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -296635.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -296931.125000 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -296931.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -297173.906250 Penalty: 2617.822998
	Iteration 3F: 3 clusters Score -297173.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -297399.156250 Penalty: 2617.822998
	Iteration 4F: 3 clusters Score -297399.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -297539.875000 Penalty: 2617.822998
	Iteration 5F: 3 clusters Score -297539.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -297614.062500 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -297614.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -297660.781250 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -297660.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -297688.875000 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -297688.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -297706.343750 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -297706.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -297728.406250 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -297728.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -297765.000000 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -297765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -297826.093750 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -297826.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -297860.812500 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -297860.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -297882.906250 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -297882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -297895.531250 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -297895.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -297904.562500 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -297904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -297907.687500 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -297907.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297911.437500 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -297911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -297912.625000 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -297912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -297913.312500 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -297913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -297914.437500 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -297914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297914.593750 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -297914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -297914.781250 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -297914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -297915.781250 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -297915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -297916.250000 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -297916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -297916.875000 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -297916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297917.312500 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -297917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297917.781250 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -297917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297919.375000 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -297919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297919.906250 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -297919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -297919.718750 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -297919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -297919.718750 Penalty: 2617.822998
	Iteration 32F: 3 clusters Score -297919.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -2540305.250000 Penalty: 1655.303589
	Iteration 0F: 2 clusters Score -2540305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2522226.000000 Penalty: 3310.607178
	Iteration 0F: 3 clusters Score -2522226 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2529241.500000 Penalty: 3310.607178
	Iteration 1F: 3 clusters Score -2529242 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2529734.750000 Penalty: 3310.607178
	Iteration 2Q: 3 clusters Score -2529735 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2530287.250000 Penalty: 3310.607178
	Iteration 3Q: 3 clusters Score -2530287 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2530937.000000 Penalty: 3310.607178
	Iteration 4Q: 3 clusters Score -2530937 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2531771.000000 Penalty: 3310.607178
	Iteration 5F: 3 clusters Score -2531771 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2532728.000000 Penalty: 3310.607178
	Iteration 6F: 3 clusters Score -2532728 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2533672.000000 Penalty: 3310.607178
	Iteration 7F: 3 clusters Score -2533672 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2534570.000000 Penalty: 3310.607178
	Iteration 8F: 3 clusters Score -2534570 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2535438.250000 Penalty: 3310.607178
	Iteration 9Q: 3 clusters Score -2535438 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2536312.000000 Penalty: 3310.607178
	Iteration 10Q: 3 clusters Score -2536312 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2537046.250000 Penalty: 3310.607178
	Iteration 11Q: 3 clusters Score -2537046 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2537667.000000 Penalty: 3310.607178
	Iteration 12Q: 3 clusters Score -2537667 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2538201.750000 Penalty: 3310.607178
	Iteration 13Q: 3 clusters Score -2538202 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2538571.500000 Penalty: 3310.607178
	Iteration 14Q: 3 clusters Score -2538572 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2538873.000000 Penalty: 3310.607178
	Iteration 15Q: 3 clusters Score -2538873 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2539085.250000 Penalty: 3310.607178
	Iteration 16Q: 3 clusters Score -2539085 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2539256.500000 Penalty: 3310.607178
	Iteration 17Q: 3 clusters Score -2539256 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2539401.750000 Penalty: 3310.607178
	Iteration 18Q: 3 clusters Score -2539402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2539495.000000 Penalty: 3310.607178
	Iteration 19Q: 3 clusters Score -2539495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2539559.000000 Penalty: 3310.607178
	Iteration 20F: 3 clusters Score -2539559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -2539597.750000 Penalty: 3310.607178
	Iteration 21Q: 3 clusters Score -2539598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -2539624.250000 Penalty: 3310.607178
	Iteration 22Q: 3 clusters Score -2539624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2539639.250000 Penalty: 3310.607178
	Iteration 23Q: 3 clusters Score -2539639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2539653.500000 Penalty: 3310.607178
	Iteration 24Q: 3 clusters Score -2539654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -2539662.750000 Penalty: 3310.607178
	Iteration 25Q: 3 clusters Score -2539663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2539666.750000 Penalty: 3310.607178
	Iteration 26Q: 3 clusters Score -2539667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2539668.750000 Penalty: 3310.607178
	Iteration 27Q: 3 clusters Score -2539669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2539669.250000 Penalty: 3310.607178
	Iteration 28Q: 3 clusters Score -2539669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -2539670.500000 Penalty: 3310.607178
	Iteration 29Q: 3 clusters Score -2539670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2539673.250000 Penalty: 3310.607178
	Iteration 30Q: 3 clusters Score -2539673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2539677.500000 Penalty: 3310.607178
	Iteration 31Q: 3 clusters Score -2539678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -2539677.250000 Penalty: 3310.607178
	Iteration 32Q: 3 clusters Score -2539677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2539677.500000 Penalty: 3310.607178
	Iteration 33Q: 3 clusters Score -2539678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2539683.500000 Penalty: 3310.607178
	Iteration 34Q: 3 clusters Score -2539684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2539676.500000 Penalty: 3310.607178
	Iteration 35Q: 3 clusters Score -2539676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2539684.500000 Penalty: 3310.607178
	Iteration 36Q: 3 clusters Score -2539684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2539682.750000 Penalty: 3310.607178
	Iteration 37Q: 3 clusters Score -2539683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2539682.750000 Penalty: 3310.607178
	Iteration 38F: 3 clusters Score -2539683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -416158.781250 Penalty: 1360.289307
	Iteration 0F: 2 clusters Score -416158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -412700.500000 Penalty: 2720.578613
	Iteration 0F: 3 clusters Score -412700.5 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -413849.687500 Penalty: 2720.578613
	Iteration 1F: 3 clusters Score -413849.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -414324.062500 Penalty: 2720.578613
	Iteration 2F: 3 clusters Score -414324.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -414855.437500 Penalty: 2720.578613
	Iteration 3F: 3 clusters Score -414855.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -415267.062500 Penalty: 2720.578613
	Iteration 4F: 3 clusters Score -415267.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -415534.031250 Penalty: 2720.578613
	Iteration 5F: 3 clusters Score -415534 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -415698.906250 Penalty: 2720.578613
	Iteration 6Q: 3 clusters Score -415698.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -415794.437500 Penalty: 2720.578613
	Iteration 7Q: 3 clusters Score -415794.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -415852.406250 Penalty: 2720.578613
	Iteration 8Q: 3 clusters Score -415852.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -415906.968750 Penalty: 2720.578613
	Iteration 9Q: 3 clusters Score -415907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -415954.625000 Penalty: 2720.578613
	Iteration 10Q: 3 clusters Score -415954.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -415990.656250 Penalty: 2720.578613
	Iteration 11Q: 3 clusters Score -415990.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -416016.375000 Penalty: 2720.578613
	Iteration 12Q: 3 clusters Score -416016.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -416036.812500 Penalty: 2720.578613
	Iteration 13Q: 3 clusters Score -416036.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -416049.562500 Penalty: 2720.578613
	Iteration 14Q: 3 clusters Score -416049.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -416059.062500 Penalty: 2720.578613
	Iteration 15Q: 3 clusters Score -416059.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -416066.593750 Penalty: 2720.578613
	Iteration 16Q: 3 clusters Score -416066.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -416075.093750 Penalty: 2720.578613
	Iteration 17Q: 3 clusters Score -416075.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -416086.375000 Penalty: 2720.578613
	Iteration 18Q: 3 clusters Score -416086.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -416098.531250 Penalty: 2720.578613
	Iteration 19Q: 3 clusters Score -416098.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -416110.000000 Penalty: 2720.578613
	Iteration 20F: 3 clusters Score -416110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -416119.593750 Penalty: 2720.578613
	Iteration 21Q: 3 clusters Score -416119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -416128.500000 Penalty: 2720.578613
	Iteration 22Q: 3 clusters Score -416128.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -416140.375000 Penalty: 2720.578613
	Iteration 23Q: 3 clusters Score -416140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -416150.281250 Penalty: 2720.578613
	Iteration 24Q: 3 clusters Score -416150.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -416155.906250 Penalty: 2720.578613
	Iteration 25Q: 3 clusters Score -416155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -416160.468750 Penalty: 2720.578613
	Iteration 26Q: 3 clusters Score -416160.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -416166.656250 Penalty: 2720.578613
	Iteration 27Q: 3 clusters Score -416166.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -416168.812500 Penalty: 2720.578613
	Iteration 28Q: 3 clusters Score -416168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -416170.531250 Penalty: 2720.578613
	Iteration 29Q: 3 clusters Score -416170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -416172.000000 Penalty: 2720.578613
	Iteration 30Q: 3 clusters Score -416172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -416171.562500 Penalty: 2720.578613
	Iteration 31Q: 3 clusters Score -416171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -416171.562500 Penalty: 2720.578613
	Iteration 32F: 3 clusters Score -416171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 2687 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 3009 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 1633 members 
Entering Unmasked Estep 
Score: -154064496.000000 Penalty: 108790.023438
Splitting cluster 27 changes total score from -154065872.000000 to -154064496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -472721.562500 Penalty: 1382.476318
	Iteration 0F: 2 clusters Score -472721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -468803.968750 Penalty: 2764.952637
	Iteration 0F: 3 clusters Score -468804 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -470009.625000 Penalty: 2764.952637
	Iteration 1F: 3 clusters Score -470009.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -470348.718750 Penalty: 2764.952637
	Iteration 2F: 3 clusters Score -470348.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -470623.968750 Penalty: 2764.952637
	Iteration 3F: 3 clusters Score -470624 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -470892.593750 Penalty: 2764.952637
	Iteration 4F: 3 clusters Score -470892.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -471118.156250 Penalty: 2764.952637
	Iteration 5F: 3 clusters Score -471118.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -471300.343750 Penalty: 2764.952637
	Iteration 6Q: 3 clusters Score -471300.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -471429.593750 Penalty: 2764.952637
	Iteration 7Q: 3 clusters Score -471429.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -471535.406250 Penalty: 2764.952637
	Iteration 8Q: 3 clusters Score -471535.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -471605.531250 Penalty: 2764.952637
	Iteration 9Q: 3 clusters Score -471605.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -471643.250000 Penalty: 2764.952637
	Iteration 10Q: 3 clusters Score -471643.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -471667.062500 Penalty: 2764.952637
	Iteration 11Q: 3 clusters Score -471667.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -471679.937500 Penalty: 2764.952637
	Iteration 12Q: 3 clusters Score -471679.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -471692.500000 Penalty: 2764.952637
	Iteration 13Q: 3 clusters Score -471692.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -471700.468750 Penalty: 2764.952637
	Iteration 14Q: 3 clusters Score -471700.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -471710.156250 Penalty: 2764.952637
	Iteration 15Q: 3 clusters Score -471710.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -471718.812500 Penalty: 2764.952637
	Iteration 16Q: 3 clusters Score -471718.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -471723.000000 Penalty: 2764.952637
	Iteration 17Q: 3 clusters Score -471723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -471729.000000 Penalty: 2764.952637
	Iteration 18Q: 3 clusters Score -471729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -471734.250000 Penalty: 2764.952637
	Iteration 19Q: 3 clusters Score -471734.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -471738.562500 Penalty: 2764.952637
	Iteration 20F: 3 clusters Score -471738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -471744.906250 Penalty: 2764.952637
	Iteration 21Q: 3 clusters Score -471744.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -471751.156250 Penalty: 2764.952637
	Iteration 22Q: 3 clusters Score -471751.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -471756.156250 Penalty: 2764.952637
	Iteration 23Q: 3 clusters Score -471756.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -471760.562500 Penalty: 2764.952637
	Iteration 24Q: 3 clusters Score -471760.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -471763.093750 Penalty: 2764.952637
	Iteration 25Q: 3 clusters Score -471763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -471765.656250 Penalty: 2764.952637
	Iteration 26Q: 3 clusters Score -471765.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -471768.187500 Penalty: 2764.952637
	Iteration 27Q: 3 clusters Score -471768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -471768.843750 Penalty: 2764.952637
	Iteration 28Q: 3 clusters Score -471768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -471769.500000 Penalty: 2764.952637
	Iteration 29Q: 3 clusters Score -471769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -471770.281250 Penalty: 2764.952637
	Iteration 30Q: 3 clusters Score -471770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -471770.968750 Penalty: 2764.952637
	Iteration 31Q: 3 clusters Score -471771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -471772.468750 Penalty: 2764.952637
	Iteration 32Q: 3 clusters Score -471772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -471773.343750 Penalty: 2764.952637
	Iteration 33Q: 3 clusters Score -471773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -471775.937500 Penalty: 2764.952637
	Iteration 34Q: 3 clusters Score -471775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -471774.937500 Penalty: 2764.952637
	Iteration 35Q: 3 clusters Score -471774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -471776.718750 Penalty: 2764.952637
	Iteration 36Q: 3 clusters Score -471776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -471776.812500 Penalty: 2764.952637
	Iteration 37Q: 3 clusters Score -471776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -471777.562500 Penalty: 2764.952637
	Iteration 38Q: 3 clusters Score -471777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -471777.187500 Penalty: 2764.952637
	Iteration 39Q: 3 clusters Score -471777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -471778.218750 Penalty: 2764.952637
	Iteration 40F: 3 clusters Score -471778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -471778.500000 Penalty: 2764.952637
	Iteration 41Q: 3 clusters Score -471778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -471779.156250 Penalty: 2764.952637
	Iteration 42Q: 3 clusters Score -471779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -471778.906250 Penalty: 2764.952637
	Iteration 43Q: 3 clusters Score -471778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -471778.906250 Penalty: 2764.952637
	Iteration 44F: 3 clusters Score -471778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Entering Unmasked Estep 
Score: -604637.500000 Penalty: 1415.556030
	Iteration 0F: 2 clusters Score -604637.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -600076.812500 Penalty: 2831.112061
	Iteration 0F: 3 clusters Score -600076.8 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -601579.812500 Penalty: 2831.112061
	Iteration 1F: 3 clusters Score -601579.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -601933.750000 Penalty: 2831.112061
	Iteration 2F: 3 clusters Score -601933.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -602224.750000 Penalty: 2831.112061
	Iteration 3F: 3 clusters Score -602224.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -602429.687500 Penalty: 2831.112061
	Iteration 4F: 3 clusters Score -602429.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -602601.437500 Penalty: 2831.112061
	Iteration 5Q: 3 clusters Score -602601.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -602748.000000 Penalty: 2831.112061
	Iteration 6Q: 3 clusters Score -602748 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -602868.687500 Penalty: 2831.112061
	Iteration 7Q: 3 clusters Score -602868.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -602973.062500 Penalty: 2831.112061
	Iteration 8Q: 3 clusters Score -602973.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -603075.750000 Penalty: 2831.112061
	Iteration 9Q: 3 clusters Score -603075.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -603184.437500 Penalty: 2831.112061
	Iteration 10Q: 3 clusters Score -603184.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -603290.875000 Penalty: 2831.112061
	Iteration 11Q: 3 clusters Score -603290.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -603386.187500 Penalty: 2831.112061
	Iteration 12Q: 3 clusters Score -603386.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -603466.625000 Penalty: 2831.112061
	Iteration 13Q: 3 clusters Score -603466.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -603519.875000 Penalty: 2831.112061
	Iteration 14Q: 3 clusters Score -603519.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -603573.562500 Penalty: 2831.112061
	Iteration 15Q: 3 clusters Score -603573.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -603620.125000 Penalty: 2831.112061
	Iteration 16Q: 3 clusters Score -603620.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -603651.750000 Penalty: 2831.112061
	Iteration 17Q: 3 clusters Score -603651.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -603679.000000 Penalty: 2831.112061
	Iteration 18Q: 3 clusters Score -603679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -603700.750000 Penalty: 2831.112061
	Iteration 19Q: 3 clusters Score -603700.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -603719.562500 Penalty: 2831.112061
	Iteration 20F: 3 clusters Score -603719.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -603731.937500 Penalty: 2831.112061
	Iteration 21Q: 3 clusters Score -603731.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -603744.312500 Penalty: 2831.112061
	Iteration 22Q: 3 clusters Score -603744.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -603753.750000 Penalty: 2831.112061
	Iteration 23Q: 3 clusters Score -603753.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -603762.812500 Penalty: 2831.112061
	Iteration 24Q: 3 clusters Score -603762.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -603776.875000 Penalty: 2831.112061
	Iteration 25Q: 3 clusters Score -603776.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -603786.625000 Penalty: 2831.112061
	Iteration 26Q: 3 clusters Score -603786.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -603789.125000 Penalty: 2831.112061
	Iteration 27Q: 3 clusters Score -603789.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -603794.250000 Penalty: 2831.112061
	Iteration 28Q: 3 clusters Score -603794.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -603798.750000 Penalty: 2831.112061
	Iteration 29Q: 3 clusters Score -603798.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -603803.312500 Penalty: 2831.112061
	Iteration 30Q: 3 clusters Score -603803.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -603806.625000 Penalty: 2831.112061
	Iteration 31Q: 3 clusters Score -603806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -603809.125000 Penalty: 2831.112061
	Iteration 32Q: 3 clusters Score -603809.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -603811.312500 Penalty: 2831.112061
	Iteration 33Q: 3 clusters Score -603811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -603814.687500 Penalty: 2831.112061
	Iteration 34Q: 3 clusters Score -603814.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -603817.187500 Penalty: 2831.112061
	Iteration 35Q: 3 clusters Score -603817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -603820.562500 Penalty: 2831.112061
	Iteration 36Q: 3 clusters Score -603820.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -603822.125000 Penalty: 2831.112061
	Iteration 37Q: 3 clusters Score -603822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -603824.812500 Penalty: 2831.112061
	Iteration 38Q: 3 clusters Score -603824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -603826.875000 Penalty: 2831.112061
	Iteration 39Q: 3 clusters Score -603826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -603828.562500 Penalty: 2831.112061
	Iteration 40F: 3 clusters Score -603828.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -603829.062500 Penalty: 2831.112061
	Iteration 41Q: 3 clusters Score -603829.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -603830.875000 Penalty: 2831.112061
	Iteration 42Q: 3 clusters Score -603830.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -603832.625000 Penalty: 2831.112061
	Iteration 43Q: 3 clusters Score -603832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -603833.250000 Penalty: 2831.112061
	Iteration 44Q: 3 clusters Score -603833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -603833.187500 Penalty: 2831.112061
	Iteration 45Q: 3 clusters Score -603833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -603833.750000 Penalty: 2831.112061
	Iteration 46Q: 3 clusters Score -603833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -603834.187500 Penalty: 2831.112061
	Iteration 47Q: 3 clusters Score -603834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -603835.250000 Penalty: 2831.112061
	Iteration 48Q: 3 clusters Score -603835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -603836.437500 Penalty: 2831.112061
	Iteration 49Q: 3 clusters Score -603836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -603836.000000 Penalty: 2831.112061
	Iteration 50Q: 3 clusters Score -603836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -603838.750000 Penalty: 2831.112061
	Iteration 51Q: 3 clusters Score -603838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -603838.812500 Penalty: 2831.112061
	Iteration 52Q: 3 clusters Score -603838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -603840.750000 Penalty: 2831.112061
	Iteration 53Q: 3 clusters Score -603840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -603841.437500 Penalty: 2831.112061
	Iteration 54Q: 3 clusters Score -603841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -603844.437500 Penalty: 2831.112061
	Iteration 55Q: 3 clusters Score -603844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -603843.625000 Penalty: 2831.112061
	Iteration 56Q: 3 clusters Score -603843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -603843.937500 Penalty: 2831.112061
	Iteration 57Q: 3 clusters Score -603843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -603844.000000 Penalty: 2831.112061
	Iteration 58Q: 3 clusters Score -603844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -603844.000000 Penalty: 2831.112061
	Iteration 59F: 3 clusters Score -603844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Entering Unmasked Estep 
Score: -5692589.500000 Penalty: 1771.389893
	Iteration 0F: 2 clusters Score -5692590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5656221.000000 Penalty: 3542.779785
	Iteration 0F: 3 clusters Score -5656221 nChanged 25609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5671363.000000 Penalty: 3542.779785
	Iteration 1F: 3 clusters Score -5671363 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5672355.000000 Penalty: 3542.779785
	Iteration 2Q: 3 clusters Score -5672355 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5673511.000000 Penalty: 3542.779785
	Iteration 3Q: 3 clusters Score -5673511 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -5674877.000000 Penalty: 3542.779785
	Iteration 4F: 3 clusters Score -5674877 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5676605.500000 Penalty: 3542.779785
	Iteration 5F: 3 clusters Score -5676606 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5678955.500000 Penalty: 3542.779785
	Iteration 6F: 3 clusters Score -5678956 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -5681760.500000 Penalty: 3542.779785
	Iteration 7F: 3 clusters Score -5681760 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5684356.500000 Penalty: 3542.779785
	Iteration 8F: 3 clusters Score -5684356 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5685994.500000 Penalty: 3542.779785
	Iteration 9Q: 3 clusters Score -5685994 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5686920.000000 Penalty: 3542.779785
	Iteration 10Q: 3 clusters Score -5686920 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5687478.500000 Penalty: 3542.779785
	Iteration 11Q: 3 clusters Score -5687478 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5687833.500000 Penalty: 3542.779785
	Iteration 12Q: 3 clusters Score -5687834 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5688153.000000 Penalty: 3542.779785
	Iteration 13Q: 3 clusters Score -5688153 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5688400.500000 Penalty: 3542.779785
	Iteration 14Q: 3 clusters Score -5688400 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5688534.000000 Penalty: 3542.779785
	Iteration 15Q: 3 clusters Score -5688534 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -5688653.500000 Penalty: 3542.779785
	Iteration 16Q: 3 clusters Score -5688654 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5688730.500000 Penalty: 3542.779785
	Iteration 17Q: 3 clusters Score -5688730 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5688791.500000 Penalty: 3542.779785
	Iteration 18Q: 3 clusters Score -5688792 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -5688857.000000 Penalty: 3542.779785
	Iteration 19Q: 3 clusters Score -5688857 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5688880.500000 Penalty: 3542.779785
	Iteration 20F: 3 clusters Score -5688880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -5688895.000000 Penalty: 3542.779785
	Iteration 21Q: 3 clusters Score -5688895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -5688907.500000 Penalty: 3542.779785
	Iteration 22Q: 3 clusters Score -5688908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5688908.000000 Penalty: 3542.779785
	Iteration 23Q: 3 clusters Score -5688908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5688903.000000 Penalty: 3542.779785
	Iteration 24Q: 3 clusters Score -5688903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5688911.500000 Penalty: 3542.779785
	Iteration 25Q: 3 clusters Score -5688912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -5688910.500000 Penalty: 3542.779785
	Iteration 26Q: 3 clusters Score -5688910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5688911.000000 Penalty: 3542.779785
	Iteration 27Q: 3 clusters Score -5688911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5688918.500000 Penalty: 3542.779785
	Iteration 28Q: 3 clusters Score -5688918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5688918.000000 Penalty: 3542.779785
	Iteration 29Q: 3 clusters Score -5688918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -5688920.000000 Penalty: 3542.779785
	Iteration 30Q: 3 clusters Score -5688920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5688919.500000 Penalty: 3542.779785
	Iteration 31Q: 3 clusters Score -5688920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5688916.000000 Penalty: 3542.779785
	Iteration 32Q: 3 clusters Score -5688916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5688910.500000 Penalty: 3542.779785
	Iteration 33Q: 3 clusters Score -5688910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -5688911.500000 Penalty: 3542.779785
	Iteration 34Q: 3 clusters Score -5688912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5688912.500000 Penalty: 3542.779785
	Iteration 35Q: 3 clusters Score -5688912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -5688907.500000 Penalty: 3542.779785
	Iteration 36Q: 3 clusters Score -5688908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5688908.500000 Penalty: 3542.779785
	Iteration 37Q: 3 clusters Score -5688908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -5688901.500000 Penalty: 3542.779785
	Iteration 38Q: 3 clusters Score -5688902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -5688911.500000 Penalty: 3542.779785
	Iteration 39Q: 3 clusters Score -5688912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5688909.000000 Penalty: 3542.779785
	Iteration 40F: 3 clusters Score -5688909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -5688906.000000 Penalty: 3542.779785
	Iteration 41Q: 3 clusters Score -5688906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5688902.500000 Penalty: 3542.779785
	Iteration 42Q: 3 clusters Score -5688902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -5688904.000000 Penalty: 3542.779785
	Iteration 43Q: 3 clusters Score -5688904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5688906.500000 Penalty: 3542.779785
	Iteration 44Q: 3 clusters Score -5688906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5688903.000000 Penalty: 3542.779785
	Iteration 45Q: 3 clusters Score -5688903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5688905.000000 Penalty: 3542.779785
	Iteration 46Q: 3 clusters Score -5688905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5688899.000000 Penalty: 3542.779785
	Iteration 47Q: 3 clusters Score -5688899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -5688902.000000 Penalty: 3542.779785
	Iteration 48Q: 3 clusters Score -5688902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5688907.000000 Penalty: 3542.779785
	Iteration 49Q: 3 clusters Score -5688907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5688902.000000 Penalty: 3542.779785
	Iteration 50Q: 3 clusters Score -5688902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5688898.500000 Penalty: 3542.779785
	Iteration 51Q: 3 clusters Score -5688898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -5688900.000000 Penalty: 3542.779785
	Iteration 52Q: 3 clusters Score -5688900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5688898.000000 Penalty: 3542.779785
	Iteration 53Q: 3 clusters Score -5688898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5688902.500000 Penalty: 3542.779785
	Iteration 54Q: 3 clusters Score -5688902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5688900.500000 Penalty: 3542.779785
	Iteration 55Q: 3 clusters Score -5688900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5688897.000000 Penalty: 3542.779785
	Iteration 56Q: 3 clusters Score -5688897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5688897.000000 Penalty: 3542.779785
	Iteration 57Q: 3 clusters Score -5688897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5688898.500000 Penalty: 3542.779785
	Iteration 58Q: 3 clusters Score -5688898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -5688900.000000 Penalty: 3542.779785
	Iteration 59Q: 3 clusters Score -5688900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -5688899.000000 Penalty: 3542.779785
	Iteration 60F: 3 clusters Score -5688899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5688895.000000 Penalty: 3542.779785
	Iteration 61Q: 3 clusters Score -5688895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5688899.500000 Penalty: 3542.779785
	Iteration 62Q: 3 clusters Score -5688900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5688904.500000 Penalty: 3542.779785
	Iteration 63Q: 3 clusters Score -5688904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -5688901.500000 Penalty: 3542.779785
	Iteration 64Q: 3 clusters Score -5688902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -5688901.500000 Penalty: 3542.779785
	Iteration 65F: 3 clusters Score -5688902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -316689.687500 Penalty: 1311.166382
	Iteration 0F: 2 clusters Score -316689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -313846.531250 Penalty: 2622.332764
	Iteration 0F: 3 clusters Score -313846.5 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -314641.781250 Penalty: 2622.332764
	Iteration 1F: 3 clusters Score -314641.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -314887.531250 Penalty: 2622.332764
	Iteration 2F: 3 clusters Score -314887.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -315135.093750 Penalty: 2622.332764
	Iteration 3F: 3 clusters Score -315135.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -315414.375000 Penalty: 2622.332764
	Iteration 4F: 3 clusters Score -315414.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315690.000000 Penalty: 2622.332764
	Iteration 5F: 3 clusters Score -315690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -315912.468750 Penalty: 2622.332764
	Iteration 6F: 3 clusters Score -315912.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -316010.531250 Penalty: 2622.332764
	Iteration 7Q: 3 clusters Score -316010.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -316061.750000 Penalty: 2622.332764
	Iteration 8Q: 3 clusters Score -316061.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -316095.093750 Penalty: 2622.332764
	Iteration 9Q: 3 clusters Score -316095.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -316121.687500 Penalty: 2622.332764
	Iteration 10Q: 3 clusters Score -316121.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -316142.500000 Penalty: 2622.332764
	Iteration 11Q: 3 clusters Score -316142.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -316160.125000 Penalty: 2622.332764
	Iteration 12Q: 3 clusters Score -316160.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -316179.250000 Penalty: 2622.332764
	Iteration 13Q: 3 clusters Score -316179.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -316198.875000 Penalty: 2622.332764
	Iteration 14Q: 3 clusters Score -316198.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -316212.406250 Penalty: 2622.332764
	Iteration 15Q: 3 clusters Score -316212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -316219.937500 Penalty: 2622.332764
	Iteration 16Q: 3 clusters Score -316219.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -316226.375000 Penalty: 2622.332764
	Iteration 17Q: 3 clusters Score -316226.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -316235.875000 Penalty: 2622.332764
	Iteration 18Q: 3 clusters Score -316235.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -316247.937500 Penalty: 2622.332764
	Iteration 19Q: 3 clusters Score -316247.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -316259.593750 Penalty: 2622.332764
	Iteration 20F: 3 clusters Score -316259.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -316270.250000 Penalty: 2622.332764
	Iteration 21Q: 3 clusters Score -316270.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -316281.281250 Penalty: 2622.332764
	Iteration 22Q: 3 clusters Score -316281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -316285.406250 Penalty: 2622.332764
	Iteration 23Q: 3 clusters Score -316285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -316288.343750 Penalty: 2622.332764
	Iteration 24Q: 3 clusters Score -316288.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -316290.156250 Penalty: 2622.332764
	Iteration 25Q: 3 clusters Score -316290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -316291.375000 Penalty: 2622.332764
	Iteration 26Q: 3 clusters Score -316291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -316291.093750 Penalty: 2622.332764
	Iteration 27Q: 3 clusters Score -316291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -316292.250000 Penalty: 2622.332764
	Iteration 28Q: 3 clusters Score -316292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -316292.281250 Penalty: 2622.332764
	Iteration 29Q: 3 clusters Score -316292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -316292.281250 Penalty: 2622.332764
	Iteration 30F: 3 clusters Score -316292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Entering Unmasked Estep 
Score: -1260918.375000 Penalty: 1532.420288
	Iteration 0F: 2 clusters Score -1260918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1252207.750000 Penalty: 3064.840576
	Iteration 0F: 3 clusters Score -1252208 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1255154.500000 Penalty: 3064.840576
	Iteration 1F: 3 clusters Score -1255154 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1255646.875000 Penalty: 3064.840576
	Iteration 2F: 3 clusters Score -1255647 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1256304.625000 Penalty: 3064.840576
	Iteration 3F: 3 clusters Score -1256305 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1257090.750000 Penalty: 3064.840576
	Iteration 4F: 3 clusters Score -1257091 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1257827.375000 Penalty: 3064.840576
	Iteration 5F: 3 clusters Score -1257827 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1258378.250000 Penalty: 3064.840576
	Iteration 6F: 3 clusters Score -1258378 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1258717.625000 Penalty: 3064.840576
	Iteration 7Q: 3 clusters Score -1258718 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1258971.375000 Penalty: 3064.840576
	Iteration 8Q: 3 clusters Score -1258971 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1259190.375000 Penalty: 3064.840576
	Iteration 9Q: 3 clusters Score -1259190 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1259422.875000 Penalty: 3064.840576
	Iteration 10Q: 3 clusters Score -1259423 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1259588.125000 Penalty: 3064.840576
	Iteration 11Q: 3 clusters Score -1259588 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1259695.625000 Penalty: 3064.840576
	Iteration 12Q: 3 clusters Score -1259696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1259768.625000 Penalty: 3064.840576
	Iteration 13Q: 3 clusters Score -1259769 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1259822.250000 Penalty: 3064.840576
	Iteration 14Q: 3 clusters Score -1259822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1259853.875000 Penalty: 3064.840576
	Iteration 15Q: 3 clusters Score -1259854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1259880.125000 Penalty: 3064.840576
	Iteration 16Q: 3 clusters Score -1259880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1259902.500000 Penalty: 3064.840576
	Iteration 17Q: 3 clusters Score -1259902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1259917.375000 Penalty: 3064.840576
	Iteration 18Q: 3 clusters Score -1259917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1259930.000000 Penalty: 3064.840576
	Iteration 19Q: 3 clusters Score -1259930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1259939.750000 Penalty: 3064.840576
	Iteration 20F: 3 clusters Score -1259940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1259950.625000 Penalty: 3064.840576
	Iteration 21Q: 3 clusters Score -1259951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1259960.875000 Penalty: 3064.840576
	Iteration 22Q: 3 clusters Score -1259961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1259967.625000 Penalty: 3064.840576
	Iteration 23Q: 3 clusters Score -1259968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1259970.375000 Penalty: 3064.840576
	Iteration 24Q: 3 clusters Score -1259970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1259974.875000 Penalty: 3064.840576
	Iteration 25Q: 3 clusters Score -1259975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1259978.375000 Penalty: 3064.840576
	Iteration 26Q: 3 clusters Score -1259978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1259982.500000 Penalty: 3064.840576
	Iteration 27Q: 3 clusters Score -1259982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1259986.625000 Penalty: 3064.840576
	Iteration 28Q: 3 clusters Score -1259987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1259988.500000 Penalty: 3064.840576
	Iteration 29Q: 3 clusters Score -1259988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1259988.375000 Penalty: 3064.840576
	Iteration 30Q: 3 clusters Score -1259988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1259991.500000 Penalty: 3064.840576
	Iteration 31Q: 3 clusters Score -1259992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1259990.375000 Penalty: 3064.840576
	Iteration 32Q: 3 clusters Score -1259990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1259990.125000 Penalty: 3064.840576
	Iteration 33Q: 3 clusters Score -1259990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1259992.125000 Penalty: 3064.840576
	Iteration 34Q: 3 clusters Score -1259992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1259994.500000 Penalty: 3064.840576
	Iteration 35Q: 3 clusters Score -1259994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1259995.625000 Penalty: 3064.840576
	Iteration 36Q: 3 clusters Score -1259996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1259997.875000 Penalty: 3064.840576
	Iteration 37Q: 3 clusters Score -1259998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1259996.750000 Penalty: 3064.840576
	Iteration 38Q: 3 clusters Score -1259997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1259999.750000 Penalty: 3064.840576
	Iteration 39Q: 3 clusters Score -1260000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1260001.000000 Penalty: 3064.840576
	Iteration 40F: 3 clusters Score -1260001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1260000.750000 Penalty: 3064.840576
	Iteration 41Q: 3 clusters Score -1260001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1260003.500000 Penalty: 3064.840576
	Iteration 42Q: 3 clusters Score -1260004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1260006.625000 Penalty: 3064.840576
	Iteration 43Q: 3 clusters Score -1260007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1260008.625000 Penalty: 3064.840576
	Iteration 44Q: 3 clusters Score -1260009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1260011.750000 Penalty: 3064.840576
	Iteration 45Q: 3 clusters Score -1260012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1260013.125000 Penalty: 3064.840576
	Iteration 46Q: 3 clusters Score -1260013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1260012.000000 Penalty: 3064.840576
	Iteration 47Q: 3 clusters Score -1260012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1260014.375000 Penalty: 3064.840576
	Iteration 48Q: 3 clusters Score -1260014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1260017.625000 Penalty: 3064.840576
	Iteration 49Q: 3 clusters Score -1260018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1260020.375000 Penalty: 3064.840576
	Iteration 50Q: 3 clusters Score -1260020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1260017.875000 Penalty: 3064.840576
	Iteration 51Q: 3 clusters Score -1260018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1260017.000000 Penalty: 3064.840576
	Iteration 52Q: 3 clusters Score -1260017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1260018.000000 Penalty: 3064.840576
	Iteration 53Q: 3 clusters Score -1260018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1260018.875000 Penalty: 3064.840576
	Iteration 54Q: 3 clusters Score -1260019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1260018.875000 Penalty: 3064.840576
	Iteration 55F: 3 clusters Score -1260019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -241377.203125 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -241377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238877.937500 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -238877.9 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -239798.312500 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -239798.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -240194.546875 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -240194.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -240440.062500 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -240440.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -240611.859375 Penalty: 2571.656494
	Iteration 4F: 3 clusters Score -240611.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -240728.062500 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -240728.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -240802.062500 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -240802.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -240840.156250 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -240840.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -240864.531250 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -240864.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -240883.062500 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -240883.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -240903.078125 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -240903.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -240915.140625 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -240915.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -240926.875000 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -240926.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -240942.968750 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -240943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -240963.906250 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -240963.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -240994.890625 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -240994.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -241043.093750 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -241043.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -241079.703125 Penalty: 2571.656494
	Iteration 17Q: 3 clusters Score -241079.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -241097.453125 Penalty: 2571.656494
	Iteration 18Q: 3 clusters Score -241097.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -241115.031250 Penalty: 2571.656494
	Iteration 19Q: 3 clusters Score -241115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -241129.312500 Penalty: 2571.656494
	Iteration 20F: 3 clusters Score -241129.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -241144.437500 Penalty: 2571.656494
	Iteration 21Q: 3 clusters Score -241144.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -241157.843750 Penalty: 2571.656494
	Iteration 22Q: 3 clusters Score -241157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -241178.718750 Penalty: 2571.656494
	Iteration 23Q: 3 clusters Score -241178.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -241194.062500 Penalty: 2571.656494
	Iteration 24Q: 3 clusters Score -241194.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -241205.312500 Penalty: 2571.656494
	Iteration 25Q: 3 clusters Score -241205.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -241226.718750 Penalty: 2571.656494
	Iteration 26Q: 3 clusters Score -241226.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -241263.265625 Penalty: 2571.656494
	Iteration 27Q: 3 clusters Score -241263.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -241289.765625 Penalty: 2571.656494
	Iteration 28Q: 3 clusters Score -241289.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -241316.343750 Penalty: 2571.656494
	Iteration 29Q: 3 clusters Score -241316.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -241328.875000 Penalty: 2571.656494
	Iteration 30Q: 3 clusters Score -241328.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -241334.765625 Penalty: 2571.656494
	Iteration 31Q: 3 clusters Score -241334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -241346.296875 Penalty: 2571.656494
	Iteration 32Q: 3 clusters Score -241346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -241353.203125 Penalty: 2571.656494
	Iteration 33Q: 3 clusters Score -241353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -241359.359375 Penalty: 2571.656494
	Iteration 34Q: 3 clusters Score -241359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -241369.125000 Penalty: 2571.656494
	Iteration 35Q: 3 clusters Score -241369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -241375.390625 Penalty: 2571.656494
	Iteration 36Q: 3 clusters Score -241375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -241380.937500 Penalty: 2571.656494
	Iteration 37Q: 3 clusters Score -241380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -241385.953125 Penalty: 2571.656494
	Iteration 38Q: 3 clusters Score -241386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -241387.421875 Penalty: 2571.656494
	Iteration 39Q: 3 clusters Score -241387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -241388.093750 Penalty: 2571.656494
	Iteration 40F: 3 clusters Score -241388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241388.812500 Penalty: 2571.656494
	Iteration 41Q: 3 clusters Score -241388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -241390.812500 Penalty: 2571.656494
	Iteration 42Q: 3 clusters Score -241390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -241392.468750 Penalty: 2571.656494
	Iteration 43Q: 3 clusters Score -241392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -241393.015625 Penalty: 2571.656494
	Iteration 44Q: 3 clusters Score -241393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -241393.765625 Penalty: 2571.656494
	Iteration 45Q: 3 clusters Score -241393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241394.000000 Penalty: 2571.656494
	Iteration 46Q: 3 clusters Score -241394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -241395.921875 Penalty: 2571.656494
	Iteration 47Q: 3 clusters Score -241395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -241399.312500 Penalty: 2571.656494
	Iteration 48Q: 3 clusters Score -241399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -241400.296875 Penalty: 2571.656494
	Iteration 49Q: 3 clusters Score -241400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -241401.015625 Penalty: 2571.656494
	Iteration 50Q: 3 clusters Score -241401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -241401.953125 Penalty: 2571.656494
	Iteration 51Q: 3 clusters Score -241402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -241402.921875 Penalty: 2571.656494
	Iteration 52Q: 3 clusters Score -241402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -241404.171875 Penalty: 2571.656494
	Iteration 53Q: 3 clusters Score -241404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241404.843750 Penalty: 2571.656494
	Iteration 54Q: 3 clusters Score -241404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -241405.687500 Penalty: 2571.656494
	Iteration 55Q: 3 clusters Score -241405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -241405.687500 Penalty: 2571.656494
	Iteration 56F: 3 clusters Score -241405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 862 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 3009 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 1870 members 
Entering Unmasked Estep 
Score: -154064528.000000 Penalty: 108790.023438
Splitting cluster 33 changes total score from -154065872.000000 to -154064528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -745434.187500 Penalty: 1438.325439
	Iteration 0F: 2 clusters Score -745434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -740241.875000 Penalty: 2876.650879
	Iteration 0F: 3 clusters Score -740241.9 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -741723.812500 Penalty: 2876.650879
	Iteration 1F: 3 clusters Score -741723.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -742045.812500 Penalty: 2876.650879
	Iteration 2F: 3 clusters Score -742045.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -742402.062500 Penalty: 2876.650879
	Iteration 3F: 3 clusters Score -742402.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -742810.750000 Penalty: 2876.650879
	Iteration 4F: 3 clusters Score -742810.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -743258.687500 Penalty: 2876.650879
	Iteration 5F: 3 clusters Score -743258.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -743681.250000 Penalty: 2876.650879
	Iteration 6F: 3 clusters Score -743681.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -744009.000000 Penalty: 2876.650879
	Iteration 7F: 3 clusters Score -744009 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -744236.937500 Penalty: 2876.650879
	Iteration 8Q: 3 clusters Score -744236.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -744376.375000 Penalty: 2876.650879
	Iteration 9Q: 3 clusters Score -744376.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -744465.187500 Penalty: 2876.650879
	Iteration 10Q: 3 clusters Score -744465.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -744528.500000 Penalty: 2876.650879
	Iteration 11Q: 3 clusters Score -744528.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -744571.562500 Penalty: 2876.650879
	Iteration 12Q: 3 clusters Score -744571.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -744600.312500 Penalty: 2876.650879
	Iteration 13Q: 3 clusters Score -744600.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -744629.875000 Penalty: 2876.650879
	Iteration 14Q: 3 clusters Score -744629.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -744654.437500 Penalty: 2876.650879
	Iteration 15Q: 3 clusters Score -744654.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -744676.062500 Penalty: 2876.650879
	Iteration 16Q: 3 clusters Score -744676.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -744683.312500 Penalty: 2876.650879
	Iteration 17Q: 3 clusters Score -744683.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -744693.437500 Penalty: 2876.650879
	Iteration 18Q: 3 clusters Score -744693.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -744706.125000 Penalty: 2876.650879
	Iteration 19Q: 3 clusters Score -744706.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -744709.562500 Penalty: 2876.650879
	Iteration 20F: 3 clusters Score -744709.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -744711.750000 Penalty: 2876.650879
	Iteration 21Q: 3 clusters Score -744711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -744714.875000 Penalty: 2876.650879
	Iteration 22Q: 3 clusters Score -744714.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -744719.125000 Penalty: 2876.650879
	Iteration 23Q: 3 clusters Score -744719.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -744722.937500 Penalty: 2876.650879
	Iteration 24Q: 3 clusters Score -744722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -744727.812500 Penalty: 2876.650879
	Iteration 25Q: 3 clusters Score -744727.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -744729.875000 Penalty: 2876.650879
	Iteration 26Q: 3 clusters Score -744729.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -744732.125000 Penalty: 2876.650879
	Iteration 27Q: 3 clusters Score -744732.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -744734.937500 Penalty: 2876.650879
	Iteration 28Q: 3 clusters Score -744734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -744737.062500 Penalty: 2876.650879
	Iteration 29Q: 3 clusters Score -744737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -744738.187500 Penalty: 2876.650879
	Iteration 30Q: 3 clusters Score -744738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -744741.125000 Penalty: 2876.650879
	Iteration 31Q: 3 clusters Score -744741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -744740.375000 Penalty: 2876.650879
	Iteration 32Q: 3 clusters Score -744740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -744741.562500 Penalty: 2876.650879
	Iteration 33Q: 3 clusters Score -744741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -744742.500000 Penalty: 2876.650879
	Iteration 34Q: 3 clusters Score -744742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -744746.187500 Penalty: 2876.650879
	Iteration 35Q: 3 clusters Score -744746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -744749.875000 Penalty: 2876.650879
	Iteration 36Q: 3 clusters Score -744749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -744752.125000 Penalty: 2876.650879
	Iteration 37Q: 3 clusters Score -744752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -744753.125000 Penalty: 2876.650879
	Iteration 38Q: 3 clusters Score -744753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -744752.875000 Penalty: 2876.650879
	Iteration 39Q: 3 clusters Score -744752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -744752.875000 Penalty: 2876.650879
	Iteration 40F: 3 clusters Score -744752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Entering Unmasked Estep 
Score: -3165878.250000 Penalty: 1678.130493
	Iteration 0F: 2 clusters Score -3165878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3145245.000000 Penalty: 3356.260986
	Iteration 0F: 3 clusters Score -3145245 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3153226.750000 Penalty: 3356.260986
	Iteration 1F: 3 clusters Score -3153227 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3153834.500000 Penalty: 3356.260986
	Iteration 2F: 3 clusters Score -3153834 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3154501.250000 Penalty: 3356.260986
	Iteration 3F: 3 clusters Score -3154501 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3155298.500000 Penalty: 3356.260986
	Iteration 4F: 3 clusters Score -3155298 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3156201.250000 Penalty: 3356.260986
	Iteration 5F: 3 clusters Score -3156201 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3157177.500000 Penalty: 3356.260986
	Iteration 6F: 3 clusters Score -3157178 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3158228.000000 Penalty: 3356.260986
	Iteration 7F: 3 clusters Score -3158228 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3159221.000000 Penalty: 3356.260986
	Iteration 8F: 3 clusters Score -3159221 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3160160.500000 Penalty: 3356.260986
	Iteration 9Q: 3 clusters Score -3160160 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3160928.250000 Penalty: 3356.260986
	Iteration 10Q: 3 clusters Score -3160928 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3161579.500000 Penalty: 3356.260986
	Iteration 11Q: 3 clusters Score -3161580 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3162175.000000 Penalty: 3356.260986
	Iteration 12Q: 3 clusters Score -3162175 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3162683.750000 Penalty: 3356.260986
	Iteration 13Q: 3 clusters Score -3162684 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3163157.500000 Penalty: 3356.260986
	Iteration 14Q: 3 clusters Score -3163158 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3163526.750000 Penalty: 3356.260986
	Iteration 15Q: 3 clusters Score -3163527 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3163832.500000 Penalty: 3356.260986
	Iteration 16Q: 3 clusters Score -3163832 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3164041.500000 Penalty: 3356.260986
	Iteration 17Q: 3 clusters Score -3164042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3164230.750000 Penalty: 3356.260986
	Iteration 18Q: 3 clusters Score -3164231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3164310.500000 Penalty: 3356.260986
	Iteration 19Q: 3 clusters Score -3164310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3164381.750000 Penalty: 3356.260986
	Iteration 20F: 3 clusters Score -3164382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3164420.500000 Penalty: 3356.260986
	Iteration 21Q: 3 clusters Score -3164420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3164452.250000 Penalty: 3356.260986
	Iteration 22Q: 3 clusters Score -3164452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3164459.500000 Penalty: 3356.260986
	Iteration 23Q: 3 clusters Score -3164460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3164469.750000 Penalty: 3356.260986
	Iteration 24Q: 3 clusters Score -3164470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3164477.500000 Penalty: 3356.260986
	Iteration 25Q: 3 clusters Score -3164478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3164481.500000 Penalty: 3356.260986
	Iteration 26Q: 3 clusters Score -3164482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3164488.250000 Penalty: 3356.260986
	Iteration 27Q: 3 clusters Score -3164488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3164499.250000 Penalty: 3356.260986
	Iteration 28Q: 3 clusters Score -3164499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3164505.250000 Penalty: 3356.260986
	Iteration 29Q: 3 clusters Score -3164505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3164510.500000 Penalty: 3356.260986
	Iteration 30Q: 3 clusters Score -3164510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3164514.750000 Penalty: 3356.260986
	Iteration 31Q: 3 clusters Score -3164515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3164515.500000 Penalty: 3356.260986
	Iteration 32Q: 3 clusters Score -3164516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3164519.750000 Penalty: 3356.260986
	Iteration 33Q: 3 clusters Score -3164520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3164523.000000 Penalty: 3356.260986
	Iteration 34Q: 3 clusters Score -3164523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3164521.000000 Penalty: 3356.260986
	Iteration 35Q: 3 clusters Score -3164521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3164521.750000 Penalty: 3356.260986
	Iteration 36Q: 3 clusters Score -3164522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3164520.500000 Penalty: 3356.260986
	Iteration 37Q: 3 clusters Score -3164520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3164523.000000 Penalty: 3356.260986
	Iteration 38Q: 3 clusters Score -3164523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3164523.000000 Penalty: 3356.260986
	Iteration 39F: 3 clusters Score -3164523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Entering Unmasked Estep 
Score: -16210942.000000 Penalty: 1942.909546
	Iteration 0F: 2 clusters Score -1.621094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -16109490.000000 Penalty: 3885.819092
	Iteration 0F: 3 clusters Score -1.610949e+07 nChanged 75472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -16154516.000000 Penalty: 3885.819092
	Iteration 1F: 3 clusters Score -1.615452e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -16155852.000000 Penalty: 3885.819092
	Iteration 2Q: 3 clusters Score -1.615585e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -16157790.000000 Penalty: 3885.819092
	Iteration 3Q: 3 clusters Score -1.615779e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -16160553.000000 Penalty: 3885.819092
	Iteration 4Q: 3 clusters Score -1.616055e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -16164648.000000 Penalty: 3885.819092
	Iteration 5F: 3 clusters Score -1.616465e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -16171406.000000 Penalty: 3885.819092
	Iteration 6F: 3 clusters Score -1.617141e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -16180446.000000 Penalty: 3885.819092
	Iteration 7F: 3 clusters Score -1.618045e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129174 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -16190428.000000 Penalty: 3885.819092
	Iteration 8F: 3 clusters Score -1.619043e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -16199185.000000 Penalty: 3885.819092
	Iteration 9F: 3 clusters Score -1.619918e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -16204999.000000 Penalty: 3885.819092
	Iteration 10Q: 3 clusters Score -1.6205e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149698 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -16207621.000000 Penalty: 3885.819092
	Iteration 11Q: 3 clusters Score -1.620762e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -16208886.000000 Penalty: 3885.819092
	Iteration 12Q: 3 clusters Score -1.620889e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -16209654.000000 Penalty: 3885.819092
	Iteration 13Q: 3 clusters Score -1.620965e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -16210103.000000 Penalty: 3885.819092
	Iteration 14Q: 3 clusters Score -1.62101e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -16210319.000000 Penalty: 3885.819092
	Iteration 15Q: 3 clusters Score -1.621032e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -16210399.000000 Penalty: 3885.819092
	Iteration 16Q: 3 clusters Score -1.62104e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -16210548.000000 Penalty: 3885.819092
	Iteration 17Q: 3 clusters Score -1.621055e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153546 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -16210551.000000 Penalty: 3885.819092
	Iteration 18Q: 3 clusters Score -1.621055e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -16210555.000000 Penalty: 3885.819092
	Iteration 19Q: 3 clusters Score -1.621056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -16210549.000000 Penalty: 3885.819092
	Iteration 20F: 3 clusters Score -1.621055e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153589 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -16210571.000000 Penalty: 3885.819092
	Iteration 21Q: 3 clusters Score -1.621057e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -16210569.000000 Penalty: 3885.819092
	Iteration 22Q: 3 clusters Score -1.621057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153593 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -16210601.000000 Penalty: 3885.819092
	Iteration 23Q: 3 clusters Score -1.62106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153599 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16210641.000000 Penalty: 3885.819092
	Iteration 24Q: 3 clusters Score -1.621064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -16210619.000000 Penalty: 3885.819092
	Iteration 25Q: 3 clusters Score -1.621062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -16210619.000000 Penalty: 3885.819092
	Iteration 26Q: 3 clusters Score -1.621062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -16210613.000000 Penalty: 3885.819092
	Iteration 27Q: 3 clusters Score -1.621061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -16210619.000000 Penalty: 3885.819092
	Iteration 28Q: 3 clusters Score -1.621062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -16210639.000000 Penalty: 3885.819092
	Iteration 29Q: 3 clusters Score -1.621064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -16210656.000000 Penalty: 3885.819092
	Iteration 30Q: 3 clusters Score -1.621066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -16210658.000000 Penalty: 3885.819092
	Iteration 31Q: 3 clusters Score -1.621066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -16210649.000000 Penalty: 3885.819092
	Iteration 32Q: 3 clusters Score -1.621065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -16210655.000000 Penalty: 3885.819092
	Iteration 33Q: 3 clusters Score -1.621066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -16210652.000000 Penalty: 3885.819092
	Iteration 34Q: 3 clusters Score -1.621065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -16210648.000000 Penalty: 3885.819092
	Iteration 35Q: 3 clusters Score -1.621065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -16210645.000000 Penalty: 3885.819092
	Iteration 36Q: 3 clusters Score -1.621064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -16210648.000000 Penalty: 3885.819092
	Iteration 37Q: 3 clusters Score -1.621065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16210628.000000 Penalty: 3885.819092
	Iteration 38Q: 3 clusters Score -1.621063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16210615.000000 Penalty: 3885.819092
	Iteration 39Q: 3 clusters Score -1.621062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -16210625.000000 Penalty: 3885.819092
	Iteration 40F: 3 clusters Score -1.621062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16210640.000000 Penalty: 3885.819092
	Iteration 41Q: 3 clusters Score -1.621064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16210636.000000 Penalty: 3885.819092
	Iteration 42Q: 3 clusters Score -1.621064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -16210635.000000 Penalty: 3885.819092
	Iteration 43Q: 3 clusters Score -1.621064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -16210635.000000 Penalty: 3885.819092
	Iteration 44F: 3 clusters Score -1.621064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -915635.375000 Penalty: 1477.998901
	Iteration 0F: 2 clusters Score -915635.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -909181.937500 Penalty: 2955.997803
	Iteration 0F: 3 clusters Score -909181.9 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -911491.750000 Penalty: 2955.997803
	Iteration 1F: 3 clusters Score -911491.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -911913.312500 Penalty: 2955.997803
	Iteration 2F: 3 clusters Score -911913.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -912265.000000 Penalty: 2955.997803
	Iteration 3F: 3 clusters Score -912265 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -912612.375000 Penalty: 2955.997803
	Iteration 4F: 3 clusters Score -912612.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -912974.312500 Penalty: 2955.997803
	Iteration 5F: 3 clusters Score -912974.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -913278.812500 Penalty: 2955.997803
	Iteration 6F: 3 clusters Score -913278.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -913578.687500 Penalty: 2955.997803
	Iteration 7Q: 3 clusters Score -913578.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -913784.375000 Penalty: 2955.997803
	Iteration 8Q: 3 clusters Score -913784.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -913946.625000 Penalty: 2955.997803
	Iteration 9Q: 3 clusters Score -913946.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -914060.187500 Penalty: 2955.997803
	Iteration 10Q: 3 clusters Score -914060.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -914160.750000 Penalty: 2955.997803
	Iteration 11Q: 3 clusters Score -914160.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -914233.687500 Penalty: 2955.997803
	Iteration 12Q: 3 clusters Score -914233.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -914277.125000 Penalty: 2955.997803
	Iteration 13Q: 3 clusters Score -914277.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -914314.000000 Penalty: 2955.997803
	Iteration 14Q: 3 clusters Score -914314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -914339.000000 Penalty: 2955.997803
	Iteration 15Q: 3 clusters Score -914339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -914347.687500 Penalty: 2955.997803
	Iteration 16Q: 3 clusters Score -914347.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -914360.250000 Penalty: 2955.997803
	Iteration 17Q: 3 clusters Score -914360.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -914368.812500 Penalty: 2955.997803
	Iteration 18Q: 3 clusters Score -914368.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -914375.250000 Penalty: 2955.997803
	Iteration 19Q: 3 clusters Score -914375.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -914378.125000 Penalty: 2955.997803
	Iteration 20F: 3 clusters Score -914378.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -914382.937500 Penalty: 2955.997803
	Iteration 21Q: 3 clusters Score -914382.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -914388.500000 Penalty: 2955.997803
	Iteration 22Q: 3 clusters Score -914388.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -914396.625000 Penalty: 2955.997803
	Iteration 23Q: 3 clusters Score -914396.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -914399.750000 Penalty: 2955.997803
	Iteration 24Q: 3 clusters Score -914399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -914402.000000 Penalty: 2955.997803
	Iteration 25Q: 3 clusters Score -914402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -914403.562500 Penalty: 2955.997803
	Iteration 26Q: 3 clusters Score -914403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -914403.187500 Penalty: 2955.997803
	Iteration 27Q: 3 clusters Score -914403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -914405.812500 Penalty: 2955.997803
	Iteration 28Q: 3 clusters Score -914405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -914405.187500 Penalty: 2955.997803
	Iteration 29Q: 3 clusters Score -914405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -914406.687500 Penalty: 2955.997803
	Iteration 30Q: 3 clusters Score -914406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -914409.000000 Penalty: 2955.997803
	Iteration 31Q: 3 clusters Score -914409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -914407.437500 Penalty: 2955.997803
	Iteration 32Q: 3 clusters Score -914407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -914408.875000 Penalty: 2955.997803
	Iteration 33Q: 3 clusters Score -914408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -914407.625000 Penalty: 2955.997803
	Iteration 34Q: 3 clusters Score -914407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -914409.125000 Penalty: 2955.997803
	Iteration 35Q: 3 clusters Score -914409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -914407.875000 Penalty: 2955.997803
	Iteration 36Q: 3 clusters Score -914407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -914409.625000 Penalty: 2955.997803
	Iteration 37Q: 3 clusters Score -914409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -914409.500000 Penalty: 2955.997803
	Iteration 38Q: 3 clusters Score -914409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -914409.500000 Penalty: 2955.997803
	Iteration 39F: 3 clusters Score -914409.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -288434.187500 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -288434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285708.906250 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -285708.9 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -286670.343750 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -286670.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -287295.781250 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -287295.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288029.875000 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -288029.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288723.156250 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -288723.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289220.968750 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -289221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -289487.937500 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -289487.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289639.875000 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -289639.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -289724.562500 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -289724.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -289756.593750 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -289756.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -289765.781250 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -289765.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289773.656250 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -289773.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -289780.875000 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -289780.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -289787.250000 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -289787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -289794.968750 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -289795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289806.343750 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -289806.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289815.343750 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -289815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -289819.781250 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -289819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -289823.781250 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -289823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -289826.156250 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -289826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -289829.406250 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -289829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289831.125000 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -289831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -289833.843750 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -289833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289836.000000 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -289836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -289835.468750 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -289835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -289835.468750 Penalty: 2603.042969
	Iteration 25F: 3 clusters Score -289835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 1438 members 
Entering Unmasked Estep 
Score: -154066064.000000 Penalty: 108790.023438
Splitting cluster 38 changes total score from -154065872.000000 to -154066064.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 39 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -107971.453125 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -107971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106425.804688 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -106425.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -106805.984375 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -106806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106958.414062 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -106958.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107060.601562 Penalty: 2300.460938
	Iteration 3F: 3 clusters Score -107060.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107116.992188 Penalty: 2300.460938
	Iteration 4Q: 3 clusters Score -107117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107151.710938 Penalty: 2300.460938
	Iteration 5Q: 3 clusters Score -107151.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107176.585938 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -107176.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -107190.914062 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -107190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107201.945312 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -107201.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -107217.945312 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -107217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107229.554688 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -107229.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107233.078125 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -107233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107236.164062 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -107236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107236.953125 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -107237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107237.242188 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -107237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107237.242188 Penalty: 2300.460938
	Iteration 15F: 3 clusters Score -107237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -173576.125000 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -173576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171696.953125 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -171697 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172038.093750 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -172038.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172113.796875 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -172113.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172157.390625 Penalty: 2408.755859
	Iteration 3Q: 3 clusters Score -172157.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172186.343750 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -172186.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172222.812500 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -172222.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172249.531250 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -172249.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172267.015625 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -172267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -172274.843750 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -172274.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -172281.562500 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -172281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172288.828125 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -172288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -172291.296875 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -172291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -172293.609375 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -172293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172295.265625 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -172295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -172296.812500 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -172296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -172298.640625 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -172298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -172302.453125 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -172302.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -172305.843750 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -172305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -172310.187500 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -172310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172314.578125 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -172314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -172317.265625 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -172317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -172319.328125 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -172319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -172321.890625 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -172321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172324.640625 Penalty: 2408.755859
	Iteration 23Q: 3 clusters Score -172324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -172327.203125 Penalty: 2408.755859
	Iteration 24Q: 3 clusters Score -172327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172329.718750 Penalty: 2408.755859
	Iteration 25Q: 3 clusters Score -172329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -172332.250000 Penalty: 2408.755859
	Iteration 26Q: 3 clusters Score -172332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -172337.968750 Penalty: 2408.755859
	Iteration 27Q: 3 clusters Score -172338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172347.296875 Penalty: 2408.755859
	Iteration 28Q: 3 clusters Score -172347.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172353.187500 Penalty: 2408.755859
	Iteration 29Q: 3 clusters Score -172353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172357.171875 Penalty: 2408.755859
	Iteration 30Q: 3 clusters Score -172357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -172359.671875 Penalty: 2408.755859
	Iteration 31Q: 3 clusters Score -172359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -172361.843750 Penalty: 2408.755859
	Iteration 32Q: 3 clusters Score -172361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -172363.421875 Penalty: 2408.755859
	Iteration 33Q: 3 clusters Score -172363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172364.609375 Penalty: 2408.755859
	Iteration 34Q: 3 clusters Score -172364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -172365.515625 Penalty: 2408.755859
	Iteration 35Q: 3 clusters Score -172365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172367.609375 Penalty: 2408.755859
	Iteration 36Q: 3 clusters Score -172367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172370.296875 Penalty: 2408.755859
	Iteration 37Q: 3 clusters Score -172370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172371.437500 Penalty: 2408.755859
	Iteration 38Q: 3 clusters Score -172371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172371.437500 Penalty: 2408.755859
	Iteration 39F: 3 clusters Score -172371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -170930.937500 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -170930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -168836.890625 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -168836.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169373.656250 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -169373.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -169598.421875 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -169598.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -169775.156250 Penalty: 2472.075928
	Iteration 3F: 3 clusters Score -169775.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -169929.343750 Penalty: 2472.075928
	Iteration 4F: 3 clusters Score -169929.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170025.171875 Penalty: 2472.075928
	Iteration 5Q: 3 clusters Score -170025.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -170099.125000 Penalty: 2472.075928
	Iteration 6Q: 3 clusters Score -170099.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170143.125000 Penalty: 2472.075928
	Iteration 7Q: 3 clusters Score -170143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -170169.531250 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -170169.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -170188.593750 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -170188.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -170209.375000 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -170209.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -170227.953125 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -170228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170233.890625 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -170233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170236.218750 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -170236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170240.828125 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -170240.8 nChanged 9
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: -170245.640625 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -170245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170250.187500 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -170250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170251.500000 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -170251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170251.500000 Penalty: 2472.075928
	Iteration 18F: 3 clusters Score -170251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Entering Unmasked Estep 
Score: -883558.687500 Penalty: 1476.202637
	Iteration 0F: 2 clusters Score -883558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -877133.875000 Penalty: 2952.405273
	Iteration 0F: 3 clusters Score -877133.9 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -879350.250000 Penalty: 2952.405273
	Iteration 1F: 3 clusters Score -879350.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -879985.562500 Penalty: 2952.405273
	Iteration 2F: 3 clusters Score -879985.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -880887.562500 Penalty: 2952.405273
	Iteration 3F: 3 clusters Score -880887.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -881970.812500 Penalty: 2952.405273
	Iteration 4F: 3 clusters Score -881970.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -882814.375000 Penalty: 2952.405273
	Iteration 5F: 3 clusters Score -882814.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -883335.312500 Penalty: 2952.405273
	Iteration 6F: 3 clusters Score -883335.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -883677.125000 Penalty: 2952.405273
	Iteration 7Q: 3 clusters Score -883677.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -883882.687500 Penalty: 2952.405273
	Iteration 8Q: 3 clusters Score -883882.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -883978.562500 Penalty: 2952.405273
	Iteration 9Q: 3 clusters Score -883978.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -884008.187500 Penalty: 2952.405273
	Iteration 10Q: 3 clusters Score -884008.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -884018.062500 Penalty: 2952.405273
	Iteration 11Q: 3 clusters Score -884018.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -884022.000000 Penalty: 2952.405273
	Iteration 12Q: 3 clusters Score -884022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -884023.687500 Penalty: 2952.405273
	Iteration 13Q: 3 clusters Score -884023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -884024.250000 Penalty: 2952.405273
	Iteration 14Q: 3 clusters Score -884024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -884026.312500 Penalty: 2952.405273
	Iteration 15Q: 3 clusters Score -884026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -884026.312500 Penalty: 2952.405273
	Iteration 16F: 3 clusters Score -884026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 6361 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 2455 members 
Entering Unmasked Estep 
Score: -154065360.000000 Penalty: 111104.703125
Splitting cluster 42 changes total score from -154065872.000000 to -154065360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -687816.812500 Penalty: 1439.415527
	Iteration 0F: 2 clusters Score -687816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -682520.687500 Penalty: 2878.831055
	Iteration 0F: 3 clusters Score -682520.7 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -684126.312500 Penalty: 2878.831055
	Iteration 1F: 3 clusters Score -684126.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -684432.250000 Penalty: 2878.831055
	Iteration 2F: 3 clusters Score -684432.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -684701.500000 Penalty: 2878.831055
	Iteration 3F: 3 clusters Score -684701.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -684940.375000 Penalty: 2878.831055
	Iteration 4F: 3 clusters Score -684940.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -685192.187500 Penalty: 2878.831055
	Iteration 5F: 3 clusters Score -685192.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -685459.812500 Penalty: 2878.831055
	Iteration 6F: 3 clusters Score -685459.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -685711.812500 Penalty: 2878.831055
	Iteration 7Q: 3 clusters Score -685711.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -685924.125000 Penalty: 2878.831055
	Iteration 8Q: 3 clusters Score -685924.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -686123.500000 Penalty: 2878.831055
	Iteration 9Q: 3 clusters Score -686123.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -686324.562500 Penalty: 2878.831055
	Iteration 10Q: 3 clusters Score -686324.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -686485.250000 Penalty: 2878.831055
	Iteration 11Q: 3 clusters Score -686485.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -686596.812500 Penalty: 2878.831055
	Iteration 12Q: 3 clusters Score -686596.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -686664.750000 Penalty: 2878.831055
	Iteration 13Q: 3 clusters Score -686664.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -686705.250000 Penalty: 2878.831055
	Iteration 14Q: 3 clusters Score -686705.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -686729.125000 Penalty: 2878.831055
	Iteration 15Q: 3 clusters Score -686729.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -686747.187500 Penalty: 2878.831055
	Iteration 16Q: 3 clusters Score -686747.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -686764.562500 Penalty: 2878.831055
	Iteration 17Q: 3 clusters Score -686764.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -686781.000000 Penalty: 2878.831055
	Iteration 18Q: 3 clusters Score -686781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -686789.562500 Penalty: 2878.831055
	Iteration 19Q: 3 clusters Score -686789.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -686804.312500 Penalty: 2878.831055
	Iteration 20F: 3 clusters Score -686804.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -686815.937500 Penalty: 2878.831055
	Iteration 21Q: 3 clusters Score -686815.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -686827.937500 Penalty: 2878.831055
	Iteration 22Q: 3 clusters Score -686827.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -686833.375000 Penalty: 2878.831055
	Iteration 23Q: 3 clusters Score -686833.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -686838.437500 Penalty: 2878.831055
	Iteration 24Q: 3 clusters Score -686838.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -686842.125000 Penalty: 2878.831055
	Iteration 25Q: 3 clusters Score -686842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -686844.750000 Penalty: 2878.831055
	Iteration 26Q: 3 clusters Score -686844.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -686847.625000 Penalty: 2878.831055
	Iteration 27Q: 3 clusters Score -686847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -686851.687500 Penalty: 2878.831055
	Iteration 28Q: 3 clusters Score -686851.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -686856.125000 Penalty: 2878.831055
	Iteration 29Q: 3 clusters Score -686856.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -686859.562500 Penalty: 2878.831055
	Iteration 30Q: 3 clusters Score -686859.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -686863.312500 Penalty: 2878.831055
	Iteration 31Q: 3 clusters Score -686863.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -686865.937500 Penalty: 2878.831055
	Iteration 32Q: 3 clusters Score -686865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -686866.812500 Penalty: 2878.831055
	Iteration 33Q: 3 clusters Score -686866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -686865.250000 Penalty: 2878.831055
	Iteration 34Q: 3 clusters Score -686865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -686865.687500 Penalty: 2878.831055
	Iteration 35Q: 3 clusters Score -686865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -686865.687500 Penalty: 2878.831055
	Iteration 36Q: 3 clusters Score -686865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -686866.250000 Penalty: 2878.831055
	Iteration 37Q: 3 clusters Score -686866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -686869.000000 Penalty: 2878.831055
	Iteration 38Q: 3 clusters Score -686869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -686869.562500 Penalty: 2878.831055
	Iteration 39Q: 3 clusters Score -686869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -686870.875000 Penalty: 2878.831055
	Iteration 40F: 3 clusters Score -686870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -686870.250000 Penalty: 2878.831055
	Iteration 41Q: 3 clusters Score -686870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -686870.625000 Penalty: 2878.831055
	Iteration 42Q: 3 clusters Score -686870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -686869.875000 Penalty: 2878.831055
	Iteration 43Q: 3 clusters Score -686869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -686869.875000 Penalty: 2878.831055
	Iteration 44F: 3 clusters Score -686869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -300906.687500 Penalty: 1307.772339
	Iteration 0F: 2 clusters Score -300906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -298079.375000 Penalty: 2615.544678
	Iteration 0F: 3 clusters Score -298079.4 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -298878.531250 Penalty: 2615.544678
	Iteration 1F: 3 clusters Score -298878.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -299112.937500 Penalty: 2615.544678
	Iteration 2F: 3 clusters Score -299112.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -299395.656250 Penalty: 2615.544678
	Iteration 3F: 3 clusters Score -299395.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -299749.468750 Penalty: 2615.544678
	Iteration 4F: 3 clusters Score -299749.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -300150.531250 Penalty: 2615.544678
	Iteration 5F: 3 clusters Score -300150.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -300460.000000 Penalty: 2615.544678
	Iteration 6F: 3 clusters Score -300460 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -300692.343750 Penalty: 2615.544678
	Iteration 7F: 3 clusters Score -300692.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -300842.906250 Penalty: 2615.544678
	Iteration 8Q: 3 clusters Score -300842.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -301004.562500 Penalty: 2615.544678
	Iteration 9Q: 3 clusters Score -301004.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -301173.718750 Penalty: 2615.544678
	Iteration 10Q: 3 clusters Score -301173.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301333.531250 Penalty: 2615.544678
	Iteration 11Q: 3 clusters Score -301333.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -301388.031250 Penalty: 2615.544678
	Iteration 12Q: 3 clusters Score -301388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -301400.625000 Penalty: 2615.544678
	Iteration 13Q: 3 clusters Score -301400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -301403.531250 Penalty: 2615.544678
	Iteration 14Q: 3 clusters Score -301403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -301405.375000 Penalty: 2615.544678
	Iteration 15Q: 3 clusters Score -301405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -301405.375000 Penalty: 2615.544678
	Iteration 16F: 3 clusters Score -301405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 1982 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 1145 members 
Entering Unmasked Estep 
Score: -154065488.000000 Penalty: 111104.703125
Splitting cluster 44 changes total score from -154065872.000000 to -154065488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (9205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Entering Unmasked Estep 
Score: -960677.250000 Penalty: 1483.219116
	Iteration 0F: 2 clusters Score -960677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -954024.437500 Penalty: 2966.438232
	Iteration 0F: 3 clusters Score -954024.4 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -956200.437500 Penalty: 2966.438232
	Iteration 1F: 3 clusters Score -956200.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -956530.562500 Penalty: 2966.438232
	Iteration 2F: 3 clusters Score -956530.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -956824.062500 Penalty: 2966.438232
	Iteration 3F: 3 clusters Score -956824.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -957085.562500 Penalty: 2966.438232
	Iteration 4Q: 3 clusters Score -957085.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -957351.875000 Penalty: 2966.438232
	Iteration 5Q: 3 clusters Score -957351.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -957629.937500 Penalty: 2966.438232
	Iteration 6Q: 3 clusters Score -957629.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -957893.812500 Penalty: 2966.438232
	Iteration 7Q: 3 clusters Score -957893.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -958148.500000 Penalty: 2966.438232
	Iteration 8Q: 3 clusters Score -958148.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -958360.812500 Penalty: 2966.438232
	Iteration 9Q: 3 clusters Score -958360.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -958521.562500 Penalty: 2966.438232
	Iteration 10Q: 3 clusters Score -958521.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -958651.500000 Penalty: 2966.438232
	Iteration 11Q: 3 clusters Score -958651.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -958753.500000 Penalty: 2966.438232
	Iteration 12Q: 3 clusters Score -958753.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -958825.000000 Penalty: 2966.438232
	Iteration 13Q: 3 clusters Score -958825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -958871.375000 Penalty: 2966.438232
	Iteration 14Q: 3 clusters Score -958871.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -958908.937500 Penalty: 2966.438232
	Iteration 15Q: 3 clusters Score -958908.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -958936.250000 Penalty: 2966.438232
	Iteration 16Q: 3 clusters Score -958936.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -958966.187500 Penalty: 2966.438232
	Iteration 17Q: 3 clusters Score -958966.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -958986.562500 Penalty: 2966.438232
	Iteration 18Q: 3 clusters Score -958986.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -959001.625000 Penalty: 2966.438232
	Iteration 19Q: 3 clusters Score -959001.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -959013.125000 Penalty: 2966.438232
	Iteration 20F: 3 clusters Score -959013.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -959020.062500 Penalty: 2966.438232
	Iteration 21Q: 3 clusters Score -959020.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -959028.250000 Penalty: 2966.438232
	Iteration 22Q: 3 clusters Score -959028.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -959039.437500 Penalty: 2966.438232
	Iteration 23Q: 3 clusters Score -959039.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -959047.687500 Penalty: 2966.438232
	Iteration 24Q: 3 clusters Score -959047.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -959054.000000 Penalty: 2966.438232
	Iteration 25Q: 3 clusters Score -959054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -959059.375000 Penalty: 2966.438232
	Iteration 26Q: 3 clusters Score -959059.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -959066.812500 Penalty: 2966.438232
	Iteration 27Q: 3 clusters Score -959066.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -959075.875000 Penalty: 2966.438232
	Iteration 28Q: 3 clusters Score -959075.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -959084.625000 Penalty: 2966.438232
	Iteration 29Q: 3 clusters Score -959084.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -959094.937500 Penalty: 2966.438232
	Iteration 30Q: 3 clusters Score -959094.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -959111.812500 Penalty: 2966.438232
	Iteration 31Q: 3 clusters Score -959111.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -959131.812500 Penalty: 2966.438232
	Iteration 32Q: 3 clusters Score -959131.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -959147.812500 Penalty: 2966.438232
	Iteration 33Q: 3 clusters Score -959147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -959150.625000 Penalty: 2966.438232
	Iteration 34Q: 3 clusters Score -959150.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -959157.062500 Penalty: 2966.438232
	Iteration 35Q: 3 clusters Score -959157.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -959157.687500 Penalty: 2966.438232
	Iteration 36Q: 3 clusters Score -959157.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -959160.625000 Penalty: 2966.438232
	Iteration 37Q: 3 clusters Score -959160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -959164.500000 Penalty: 2966.438232
	Iteration 38Q: 3 clusters Score -959164.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -959167.750000 Penalty: 2966.438232
	Iteration 39Q: 3 clusters Score -959167.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -959170.625000 Penalty: 2966.438232
	Iteration 40F: 3 clusters Score -959170.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -959173.125000 Penalty: 2966.438232
	Iteration 41Q: 3 clusters Score -959173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -959173.437500 Penalty: 2966.438232
	Iteration 42Q: 3 clusters Score -959173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -959175.687500 Penalty: 2966.438232
	Iteration 43Q: 3 clusters Score -959175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -959175.750000 Penalty: 2966.438232
	Iteration 44Q: 3 clusters Score -959175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -959174.937500 Penalty: 2966.438232
	Iteration 45Q: 3 clusters Score -959174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -959177.062500 Penalty: 2966.438232
	Iteration 46Q: 3 clusters Score -959177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -959176.250000 Penalty: 2966.438232
	Iteration 47Q: 3 clusters Score -959176.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -959181.937500 Penalty: 2966.438232
	Iteration 48Q: 3 clusters Score -959181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -959181.937500 Penalty: 2966.438232
	Iteration 49Q: 3 clusters Score -959181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -959184.875000 Penalty: 2966.438232
	Iteration 50Q: 3 clusters Score -959184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -959184.750000 Penalty: 2966.438232
	Iteration 51Q: 3 clusters Score -959184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -959188.500000 Penalty: 2966.438232
	Iteration 52Q: 3 clusters Score -959188.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -959191.437500 Penalty: 2966.438232
	Iteration 53Q: 3 clusters Score -959191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -959190.500000 Penalty: 2966.438232
	Iteration 54Q: 3 clusters Score -959190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -959194.000000 Penalty: 2966.438232
	Iteration 55Q: 3 clusters Score -959194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -959196.250000 Penalty: 2966.438232
	Iteration 56Q: 3 clusters Score -959196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -959194.437500 Penalty: 2966.438232
	Iteration 57Q: 3 clusters Score -959194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -959196.937500 Penalty: 2966.438232
	Iteration 58Q: 3 clusters Score -959196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -959197.625000 Penalty: 2966.438232
	Iteration 59Q: 3 clusters Score -959197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -959197.437500 Penalty: 2966.438232
	Iteration 60F: 3 clusters Score -959197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -959199.750000 Penalty: 2966.438232
	Iteration 61Q: 3 clusters Score -959199.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -959199.625000 Penalty: 2966.438232
	Iteration 62Q: 3 clusters Score -959199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -959202.750000 Penalty: 2966.438232
	Iteration 63Q: 3 clusters Score -959202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -959207.812500 Penalty: 2966.438232
	Iteration 64Q: 3 clusters Score -959207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -959206.937500 Penalty: 2966.438232
	Iteration 65Q: 3 clusters Score -959206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -959205.687500 Penalty: 2966.438232
	Iteration 66Q: 3 clusters Score -959205.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -959208.312500 Penalty: 2966.438232
	Iteration 67Q: 3 clusters Score -959208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -959209.312500 Penalty: 2966.438232
	Iteration 68Q: 3 clusters Score -959209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -959209.750000 Penalty: 2966.438232
	Iteration 69Q: 3 clusters Score -959209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -959208.562500 Penalty: 2966.438232
	Iteration 70Q: 3 clusters Score -959208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -959208.062500 Penalty: 2966.438232
	Iteration 71Q: 3 clusters Score -959208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -959208.937500 Penalty: 2966.438232
	Iteration 72Q: 3 clusters Score -959208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -959213.937500 Penalty: 2966.438232
	Iteration 73Q: 3 clusters Score -959213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -959214.500000 Penalty: 2966.438232
	Iteration 74Q: 3 clusters Score -959214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -959214.437500 Penalty: 2966.438232
	Iteration 75Q: 3 clusters Score -959214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -959216.625000 Penalty: 2966.438232
	Iteration 76Q: 3 clusters Score -959216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -959218.375000 Penalty: 2966.438232
	Iteration 77Q: 3 clusters Score -959218.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -959220.000000 Penalty: 2966.438232
	Iteration 78Q: 3 clusters Score -959220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -959222.625000 Penalty: 2966.438232
	Iteration 79Q: 3 clusters Score -959222.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -959223.687500 Penalty: 2966.438232
	Iteration 80F: 3 clusters Score -959223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -959222.625000 Penalty: 2966.438232
	Iteration 81Q: 3 clusters Score -959222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -959227.062500 Penalty: 2966.438232
	Iteration 82Q: 3 clusters Score -959227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -959227.000000 Penalty: 2966.438232
	Iteration 83Q: 3 clusters Score -959227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -959227.312500 Penalty: 2966.438232
	Iteration 84Q: 3 clusters Score -959227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -959227.250000 Penalty: 2966.438232
	Iteration 85Q: 3 clusters Score -959227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -959228.500000 Penalty: 2966.438232
	Iteration 86Q: 3 clusters Score -959228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -959230.437500 Penalty: 2966.438232
	Iteration 87Q: 3 clusters Score -959230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -959229.812500 Penalty: 2966.438232
	Iteration 88Q: 3 clusters Score -959229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -959228.187500 Penalty: 2966.438232
	Iteration 89Q: 3 clusters Score -959228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -959229.000000 Penalty: 2966.438232
	Iteration 90Q: 3 clusters Score -959229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -959229.000000 Penalty: 2966.438232
	Iteration 91F: 3 clusters Score -959229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -669073.312500 Penalty: 1430.263184
	Iteration 0F: 2 clusters Score -669073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -664015.000000 Penalty: 2860.526367
	Iteration 0F: 3 clusters Score -664015 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -665548.312500 Penalty: 2860.526367
	Iteration 1F: 3 clusters Score -665548.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -665815.187500 Penalty: 2860.526367
	Iteration 2F: 3 clusters Score -665815.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -666137.000000 Penalty: 2860.526367
	Iteration 3F: 3 clusters Score -666137 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -666504.250000 Penalty: 2860.526367
	Iteration 4F: 3 clusters Score -666504.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -666923.250000 Penalty: 2860.526367
	Iteration 5F: 3 clusters Score -666923.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -667394.750000 Penalty: 2860.526367
	Iteration 6F: 3 clusters Score -667394.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -667781.062500 Penalty: 2860.526367
	Iteration 7F: 3 clusters Score -667781.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -668095.187500 Penalty: 2860.526367
	Iteration 8F: 3 clusters Score -668095.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -668351.937500 Penalty: 2860.526367
	Iteration 9Q: 3 clusters Score -668351.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -668528.062500 Penalty: 2860.526367
	Iteration 10Q: 3 clusters Score -668528.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -668630.812500 Penalty: 2860.526367
	Iteration 11Q: 3 clusters Score -668630.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -668695.875000 Penalty: 2860.526367
	Iteration 12Q: 3 clusters Score -668695.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -668728.937500 Penalty: 2860.526367
	Iteration 13Q: 3 clusters Score -668728.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -668746.625000 Penalty: 2860.526367
	Iteration 14Q: 3 clusters Score -668746.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -668759.187500 Penalty: 2860.526367
	Iteration 15Q: 3 clusters Score -668759.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -668763.312500 Penalty: 2860.526367
	Iteration 16Q: 3 clusters Score -668763.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -668769.000000 Penalty: 2860.526367
	Iteration 17Q: 3 clusters Score -668769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -668770.312500 Penalty: 2860.526367
	Iteration 18Q: 3 clusters Score -668770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -668772.437500 Penalty: 2860.526367
	Iteration 19Q: 3 clusters Score -668772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -668775.000000 Penalty: 2860.526367
	Iteration 20F: 3 clusters Score -668775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -668776.812500 Penalty: 2860.526367
	Iteration 21Q: 3 clusters Score -668776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -668779.187500 Penalty: 2860.526367
	Iteration 22Q: 3 clusters Score -668779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -668779.562500 Penalty: 2860.526367
	Iteration 23Q: 3 clusters Score -668779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -668782.937500 Penalty: 2860.526367
	Iteration 24Q: 3 clusters Score -668782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -668783.187500 Penalty: 2860.526367
	Iteration 25Q: 3 clusters Score -668783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -668783.187500 Penalty: 2860.526367
	Iteration 26F: 3 clusters Score -668783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 31925 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 191760 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73034 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 167784 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65551 members 
Mstep: Class 18 contains 82629 members 
Mstep: Class 19 contains 116757 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 54223 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12460 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155806 members 
Mstep: Class 37 contains 8914 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1655 members 
Mstep: Class 41 contains 2011 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7030 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 9205 members 
Mstep: Class 46 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066352.000000 Penalty: 108790.023438
Iteration 159Q: 48 clusters Score -1.540664e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113112 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31770 members 
Mstep: Class 6 contains 31953 members 
Mstep: Class 7 contains 9331 members 
Mstep: Class 8 contains 5233 members 
Mstep: Class 9 contains 191785 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 73008 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 6015 members 
Mstep: Class 15 contains 167795 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 65549 members 
Mstep: Class 18 contains 82584 members 
Mstep: Class 19 contains 116750 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 38776 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 97671 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26544 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4954 members 
Mstep: Class 29 contains 6030 members 
Mstep: Class 30 contains 54214 members 
Mstep: Class 31 contains 3211 members 
Mstep: Class 32 contains 12474 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30542 members 
Mstep: Class 36 contains 155822 members 
Mstep: Class 37 contains 8916 members 
Mstep: Class 38 contains 1629 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1651 members 
Mstep: Class 41 contains 2013 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7032 members 
Mstep: Class 44 contains 3077 members 
Mstep: Class 45 contains 9212 members 
Mstep: Class 46 contains 6649 members 
Mstep: Class 47 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154066992.000000 Penalty: 108790.023438
Iteration 160F: 48 clusters Score -1.54067e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113109 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31775 members 
Mstep: Class 6 contains 31975 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 191807 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 72994 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 167806 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65546 members 
Mstep: Class 18 contains 82541 members 
Mstep: Class 19 contains 116735 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 38768 members 
Mstep: Class 22 contains 37544 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 97672 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4319 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 5997 members 
Mstep: Class 30 contains 54205 members 
Mstep: Class 31 contains 3207 members 
Mstep: Class 32 contains 12329 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30545 members 
Mstep: Class 36 contains 155846 members 
Mstep: Class 37 contains 8920 members 
Mstep: Class 38 contains 1673 members 
Mstep: Class 39 contains 1186 members 
Mstep: Class 40 contains 1648 members 
Mstep: Class 41 contains 2013 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7034 members 
Mstep: Class 44 contains 3024 members 
Mstep: Class 45 contains 9213 members 
Mstep: Class 46 contains 6592 members 
Mstep: Class 47 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067328.000000 Penalty: 108790.023438
Iteration 161Q: 48 clusters Score -1.540673e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 28991 members 
Mstep: Class 3 contains 113109 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 31990 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 191826 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 72978 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 167818 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 65544 members 
Mstep: Class 18 contains 82504 members 
Mstep: Class 19 contains 116723 members 
Mstep: Class 20 contains 6441 members 
Mstep: Class 21 contains 38743 members 
Mstep: Class 22 contains 37522 members 
Mstep: Class 23 contains 4361 members 
Mstep: Class 24 contains 97668 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26545 members 
Mstep: Class 27 contains 4320 members 
Mstep: Class 28 contains 4962 members 
Mstep: Class 29 contains 5961 members 
Mstep: Class 30 contains 54199 members 
Mstep: Class 31 contains 3206 members 
Mstep: Class 32 contains 12238 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30543 members 
Mstep: Class 36 contains 155849 members 
Mstep: Class 37 contains 8923 members 
Mstep: Class 38 contains 1728 members 
Mstep: Class 39 contains 1183 members 
Mstep: Class 40 contains 1640 members 
Mstep: Class 41 contains 2013 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7035 members 
Mstep: Class 44 contains 2976 members 
Mstep: Class 45 contains 9216 members 
Mstep: Class 46 contains 6576 members 
Mstep: Class 47 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067632.000000 Penalty: 108790.023438
Iteration 162Q: 48 clusters Score -1.540676e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 28992 members 
Mstep: Class 3 contains 113103 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32004 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 191846 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 72966 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 167834 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 65541 members 
Mstep: Class 18 contains 82469 members 
Mstep: Class 19 contains 116710 members 
Mstep: Class 20 contains 6458 members 
Mstep: Class 21 contains 38721 members 
Mstep: Class 22 contains 37495 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 97664 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26548 members 
Mstep: Class 27 contains 4326 members 
Mstep: Class 28 contains 4964 members 
Mstep: Class 29 contains 5931 members 
Mstep: Class 30 contains 54195 members 
Mstep: Class 31 contains 3200 members 
Mstep: Class 32 contains 12160 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30544 members 
Mstep: Class 36 contains 155857 members 
Mstep: Class 37 contains 8926 members 
Mstep: Class 38 contains 1788 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 1632 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7036 members 
Mstep: Class 44 contains 2922 members 
Mstep: Class 45 contains 9217 members 
Mstep: Class 46 contains 6557 members 
Mstep: Class 47 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154067904.000000 Penalty: 108790.023438
Iteration 163Q: 48 clusters Score -1.540679e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 28993 members 
Mstep: Class 3 contains 113099 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32030 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 191855 members 
Mstep: Class 10 contains 15414 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 72946 members 
Mstep: Class 13 contains 2021 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 167856 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 65538 members 
Mstep: Class 18 contains 82426 members 
Mstep: Class 19 contains 116706 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 38709 members 
Mstep: Class 22 contains 37474 members 
Mstep: Class 23 contains 4361 members 
Mstep: Class 24 contains 97661 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 26544 members 
Mstep: Class 27 contains 4328 members 
Mstep: Class 28 contains 4964 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 54187 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 12099 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30548 members 
Mstep: Class 36 contains 155849 members 
Mstep: Class 37 contains 8928 members 
Mstep: Class 38 contains 1845 members 
Mstep: Class 39 contains 1176 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 8816 members 
Mstep: Class 43 contains 7038 members 
Mstep: Class 44 contains 2872 members 
Mstep: Class 45 contains 9216 members 
Mstep: Class 46 contains 6537 members 
Mstep: Class 47 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068096.000000 Penalty: 108790.023438
Iteration 164Q: 48 clusters Score -1.540681e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28991 members 
Mstep: Class 3 contains 113099 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32042 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 191863 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 72930 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 167867 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65534 members 
Mstep: Class 18 contains 82379 members 
Mstep: Class 19 contains 116699 members 
Mstep: Class 20 contains 6516 members 
Mstep: Class 21 contains 38692 members 
Mstep: Class 22 contains 37461 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 97658 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26544 members 
Mstep: Class 27 contains 4332 members 
Mstep: Class 28 contains 4965 members 
Mstep: Class 29 contains 5897 members 
Mstep: Class 30 contains 54177 members 
Mstep: Class 31 contains 3192 members 
Mstep: Class 32 contains 12043 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30553 members 
Mstep: Class 36 contains 155835 members 
Mstep: Class 37 contains 8926 members 
Mstep: Class 38 contains 1899 members 
Mstep: Class 39 contains 1176 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 8819 members 
Mstep: Class 43 contains 7035 members 
Mstep: Class 44 contains 2825 members 
Mstep: Class 45 contains 9219 members 
Mstep: Class 46 contains 6550 members 
Mstep: Class 47 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068304.000000 Penalty: 108790.023438
Iteration 165Q: 48 clusters Score -1.540683e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28987 members 
Mstep: Class 3 contains 113096 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32042 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 191862 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72917 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 167866 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65529 members 
Mstep: Class 18 contains 82337 members 
Mstep: Class 19 contains 116702 members 
Mstep: Class 20 contains 6538 members 
Mstep: Class 21 contains 38670 members 
Mstep: Class 22 contains 37437 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 97661 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 4336 members 
Mstep: Class 28 contains 4969 members 
Mstep: Class 29 contains 5881 members 
Mstep: Class 30 contains 54175 members 
Mstep: Class 31 contains 3188 members 
Mstep: Class 32 contains 12004 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30550 members 
Mstep: Class 36 contains 155842 members 
Mstep: Class 37 contains 8923 members 
Mstep: Class 38 contains 1953 members 
Mstep: Class 39 contains 1178 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 2015 members 
Mstep: Class 42 contains 8820 members 
Mstep: Class 43 contains 7037 members 
Mstep: Class 44 contains 2790 members 
Mstep: Class 45 contains 9219 members 
Mstep: Class 46 contains 6555 members 
Mstep: Class 47 contains 2336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 166Q: 48 clusters Score -1.540687e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 28984 members 
Mstep: Class 3 contains 113096 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32045 members 
Mstep: Class 7 contains 9331 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 191874 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 72892 members 
Mstep: Class 13 contains 1998 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 167886 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65525 members 
Mstep: Class 18 contains 82295 members 
Mstep: Class 19 contains 116702 members 
Mstep: Class 20 contains 6569 members 
Mstep: Class 21 contains 38645 members 
Mstep: Class 22 contains 37409 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 97661 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26543 members 
Mstep: Class 27 contains 4337 members 
Mstep: Class 28 contains 4970 members 
Mstep: Class 29 contains 5860 members 
Mstep: Class 30 contains 54171 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 11953 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30542 members 
Mstep: Class 36 contains 155830 members 
Mstep: Class 37 contains 8924 members 
Mstep: Class 38 contains 2004 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 8820 members 
Mstep: Class 43 contains 7038 members 
Mstep: Class 44 contains 2753 members 
Mstep: Class 45 contains 9225 members 
Mstep: Class 46 contains 6553 members 
Mstep: Class 47 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 167Q: 48 clusters Score -1.540687e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28981 members 
Mstep: Class 3 contains 113094 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31784 members 
Mstep: Class 6 contains 32051 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 191889 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72868 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 167926 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65520 members 
Mstep: Class 18 contains 82263 members 
Mstep: Class 19 contains 116691 members 
Mstep: Class 20 contains 6599 members 
Mstep: Class 21 contains 38621 members 
Mstep: Class 22 contains 37393 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 97666 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26540 members 
Mstep: Class 27 contains 4338 members 
Mstep: Class 28 contains 4971 members 
Mstep: Class 29 contains 5845 members 
Mstep: Class 30 contains 54166 members 
Mstep: Class 31 contains 3167 members 
Mstep: Class 32 contains 11923 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30541 members 
Mstep: Class 36 contains 155794 members 
Mstep: Class 37 contains 8927 members 
Mstep: Class 38 contains 2052 members 
Mstep: Class 39 contains 1181 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 8822 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 2711 members 
Mstep: Class 45 contains 9233 members 
Mstep: Class 46 contains 6565 members 
Mstep: Class 47 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 108790.023438
Iteration 168Q: 48 clusters Score -1.540689e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28980 members 
Mstep: Class 3 contains 113085 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32058 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 191898 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72849 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 167980 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 65516 members 
Mstep: Class 18 contains 82232 members 
Mstep: Class 19 contains 116680 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 38600 members 
Mstep: Class 22 contains 37367 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 97668 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26543 members 
Mstep: Class 27 contains 4339 members 
Mstep: Class 28 contains 4972 members 
Mstep: Class 29 contains 5836 members 
Mstep: Class 30 contains 54163 members 
Mstep: Class 31 contains 3157 members 
Mstep: Class 32 contains 11881 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30537 members 
Mstep: Class 36 contains 155749 members 
Mstep: Class 37 contains 8928 members 
Mstep: Class 38 contains 2097 members 
Mstep: Class 39 contains 1181 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 2017 members 
Mstep: Class 42 contains 8823 members 
Mstep: Class 43 contains 7043 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 9250 members 
Mstep: Class 46 contains 6588 members 
Mstep: Class 47 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 169Q: 48 clusters Score -1.540687e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 28980 members 
Mstep: Class 3 contains 113083 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32066 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 191912 members 
Mstep: Class 10 contains 15610 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72828 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168011 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 65510 members 
Mstep: Class 18 contains 82198 members 
Mstep: Class 19 contains 116680 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 38578 members 
Mstep: Class 22 contains 37347 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 97669 members 
Mstep: Class 25 contains 3148 members 
Mstep: Class 26 contains 26541 members 
Mstep: Class 27 contains 4340 members 
Mstep: Class 28 contains 4971 members 
Mstep: Class 29 contains 5826 members 
Mstep: Class 30 contains 54159 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 11855 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30536 members 
Mstep: Class 36 contains 155713 members 
Mstep: Class 37 contains 8928 members 
Mstep: Class 38 contains 2127 members 
Mstep: Class 39 contains 1180 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 2020 members 
Mstep: Class 42 contains 8824 members 
Mstep: Class 43 contains 7048 members 
Mstep: Class 44 contains 2667 members 
Mstep: Class 45 contains 9257 members 
Mstep: Class 46 contains 6602 members 
Mstep: Class 47 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 170Q: 48 clusters Score -1.540688e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28978 members 
Mstep: Class 3 contains 113071 members 
Mstep: Class 4 contains 20428 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32065 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 5159 members 
Mstep: Class 9 contains 191921 members 
Mstep: Class 10 contains 15632 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72819 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168043 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 65501 members 
Mstep: Class 18 contains 82167 members 
Mstep: Class 19 contains 116676 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 37336 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 97668 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26541 members 
Mstep: Class 27 contains 4343 members 
Mstep: Class 28 contains 4971 members 
Mstep: Class 29 contains 5815 members 
Mstep: Class 30 contains 54159 members 
Mstep: Class 31 contains 3132 members 
Mstep: Class 32 contains 11831 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30542 members 
Mstep: Class 36 contains 155703 members 
Mstep: Class 37 contains 8928 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 1177 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 2020 members 
Mstep: Class 42 contains 8825 members 
Mstep: Class 43 contains 7050 members 
Mstep: Class 44 contains 2652 members 
Mstep: Class 45 contains 9262 members 
Mstep: Class 46 contains 6609 members 
Mstep: Class 47 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 108790.023438
Iteration 171Q: 48 clusters Score -1.540689e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 28976 members 
Mstep: Class 3 contains 113065 members 
Mstep: Class 4 contains 20428 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32073 members 
Mstep: Class 7 contains 9331 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 191927 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72793 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168088 members 
Mstep: Class 16 contains 4617 members 
Mstep: Class 17 contains 65496 members 
Mstep: Class 18 contains 82149 members 
Mstep: Class 19 contains 116671 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 38565 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 97665 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26539 members 
Mstep: Class 27 contains 4344 members 
Mstep: Class 28 contains 4971 members 
Mstep: Class 29 contains 5811 members 
Mstep: Class 30 contains 54157 members 
Mstep: Class 31 contains 3110 members 
Mstep: Class 32 contains 11821 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30536 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8928 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 2021 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7052 members 
Mstep: Class 44 contains 2638 members 
Mstep: Class 45 contains 9264 members 
Mstep: Class 46 contains 6614 members 
Mstep: Class 47 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069008.000000 Penalty: 108790.023438
Iteration 172Q: 48 clusters Score -1.54069e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28974 members 
Mstep: Class 3 contains 113066 members 
Mstep: Class 4 contains 20428 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32076 members 
Mstep: Class 7 contains 9331 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 191935 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72773 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 168121 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 65488 members 
Mstep: Class 18 contains 82119 members 
Mstep: Class 19 contains 116670 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 38556 members 
Mstep: Class 22 contains 37320 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97664 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 26544 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 4967 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 54156 members 
Mstep: Class 31 contains 3098 members 
Mstep: Class 32 contains 11807 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30533 members 
Mstep: Class 36 contains 155672 members 
Mstep: Class 37 contains 8930 members 
Mstep: Class 38 contains 2178 members 
Mstep: Class 39 contains 1176 members 
Mstep: Class 40 contains 1622 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7054 members 
Mstep: Class 44 contains 2633 members 
Mstep: Class 45 contains 9268 members 
Mstep: Class 46 contains 6615 members 
Mstep: Class 47 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069040.000000 Penalty: 108790.023438
Iteration 173Q: 48 clusters Score -1.54069e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28973 members 
Mstep: Class 3 contains 113063 members 
Mstep: Class 4 contains 20428 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 32081 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 5142 members 
Mstep: Class 9 contains 191944 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72764 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 168161 members 
Mstep: Class 16 contains 4621 members 
Mstep: Class 17 contains 65480 members 
Mstep: Class 18 contains 82092 members 
Mstep: Class 19 contains 116663 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 38548 members 
Mstep: Class 22 contains 37316 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97667 members 
Mstep: Class 25 contains 3146 members 
Mstep: Class 26 contains 26545 members 
Mstep: Class 27 contains 4347 members 
Mstep: Class 28 contains 4967 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54156 members 
Mstep: Class 31 contains 3083 members 
Mstep: Class 32 contains 11798 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30531 members 
Mstep: Class 36 contains 155658 members 
Mstep: Class 37 contains 8931 members 
Mstep: Class 38 contains 2188 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7056 members 
Mstep: Class 44 contains 2638 members 
Mstep: Class 45 contains 9271 members 
Mstep: Class 46 contains 6614 members 
Mstep: Class 47 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 174Q: 48 clusters Score -1.540688e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 28973 members 
Mstep: Class 3 contains 113057 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31779 members 
Mstep: Class 6 contains 32078 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 191941 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72756 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 168197 members 
Mstep: Class 16 contains 4623 members 
Mstep: Class 17 contains 65471 members 
Mstep: Class 18 contains 82069 members 
Mstep: Class 19 contains 116663 members 
Mstep: Class 20 contains 6709 members 
Mstep: Class 21 contains 38532 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97667 members 
Mstep: Class 25 contains 3144 members 
Mstep: Class 26 contains 26547 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 4968 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54152 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 11798 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30527 members 
Mstep: Class 36 contains 155636 members 
Mstep: Class 37 contains 8933 members 
Mstep: Class 38 contains 2193 members 
Mstep: Class 39 contains 1171 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7058 members 
Mstep: Class 44 contains 2643 members 
Mstep: Class 45 contains 9274 members 
Mstep: Class 46 contains 6620 members 
Mstep: Class 47 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069056.000000 Penalty: 108790.023438
Iteration 175Q: 48 clusters Score -1.540691e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 28973 members 
Mstep: Class 3 contains 113056 members 
Mstep: Class 4 contains 20427 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32089 members 
Mstep: Class 7 contains 9330 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 191933 members 
Mstep: Class 10 contains 15630 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72754 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 168210 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 65469 members 
Mstep: Class 18 contains 82048 members 
Mstep: Class 19 contains 116660 members 
Mstep: Class 20 contains 6716 members 
Mstep: Class 21 contains 38525 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97667 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26548 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 4969 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 54149 members 
Mstep: Class 31 contains 3055 members 
Mstep: Class 32 contains 11800 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30527 members 
Mstep: Class 36 contains 155615 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1170 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7061 members 
Mstep: Class 44 contains 2647 members 
Mstep: Class 45 contains 9275 members 
Mstep: Class 46 contains 6631 members 
Mstep: Class 47 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068944.000000 Penalty: 108790.023438
Iteration 176Q: 48 clusters Score -1.540689e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 28973 members 
Mstep: Class 3 contains 113053 members 
Mstep: Class 4 contains 20429 members 
Mstep: Class 5 contains 31779 members 
Mstep: Class 6 contains 32107 members 
Mstep: Class 7 contains 9331 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 191917 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72761 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 168237 members 
Mstep: Class 16 contains 4626 members 
Mstep: Class 17 contains 65466 members 
Mstep: Class 18 contains 82034 members 
Mstep: Class 19 contains 116661 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 38513 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97667 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4347 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 54146 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 11790 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30529 members 
Mstep: Class 36 contains 155575 members 
Mstep: Class 37 contains 8936 members 
Mstep: Class 38 contains 2202 members 
Mstep: Class 39 contains 1170 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7063 members 
Mstep: Class 44 contains 2647 members 
Mstep: Class 45 contains 9282 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 177Q: 48 clusters Score -1.540688e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28972 members 
Mstep: Class 3 contains 113051 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31779 members 
Mstep: Class 6 contains 32118 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 191922 members 
Mstep: Class 10 contains 15601 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72760 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 65467 members 
Mstep: Class 18 contains 82017 members 
Mstep: Class 19 contains 116655 members 
Mstep: Class 20 contains 6741 members 
Mstep: Class 21 contains 38495 members 
Mstep: Class 22 contains 37321 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97667 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54144 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 11788 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30527 members 
Mstep: Class 36 contains 155549 members 
Mstep: Class 37 contains 8938 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1169 members 
Mstep: Class 40 contains 1619 members 
Mstep: Class 41 contains 2023 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7062 members 
Mstep: Class 44 contains 2649 members 
Mstep: Class 45 contains 9285 members 
Mstep: Class 46 contains 6653 members 
Mstep: Class 47 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 108790.023438
Iteration 178Q: 48 clusters Score -1.540687e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28971 members 
Mstep: Class 3 contains 113049 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32128 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 191923 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 168268 members 
Mstep: Class 16 contains 4627 members 
Mstep: Class 17 contains 65469 members 
Mstep: Class 18 contains 81996 members 
Mstep: Class 19 contains 116653 members 
Mstep: Class 20 contains 6747 members 
Mstep: Class 21 contains 38483 members 
Mstep: Class 22 contains 37322 members 
Mstep: Class 23 contains 4363 members 
Mstep: Class 24 contains 97666 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54142 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 11775 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30530 members 
Mstep: Class 36 contains 155536 members 
Mstep: Class 37 contains 8940 members 
Mstep: Class 38 contains 2210 members 
Mstep: Class 39 contains 1169 members 
Mstep: Class 40 contains 1619 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7061 members 
Mstep: Class 44 contains 2649 members 
Mstep: Class 45 contains 9286 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 179Q: 48 clusters Score -1.540688e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28969 members 
Mstep: Class 3 contains 113043 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32129 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 191924 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72763 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 168282 members 
Mstep: Class 16 contains 4629 members 
Mstep: Class 17 contains 65469 members 
Mstep: Class 18 contains 81979 members 
Mstep: Class 19 contains 116648 members 
Mstep: Class 20 contains 6752 members 
Mstep: Class 21 contains 38480 members 
Mstep: Class 22 contains 37320 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97666 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 4964 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54141 members 
Mstep: Class 31 contains 3017 members 
Mstep: Class 32 contains 11772 members 
Mstep: Class 33 contains 2736 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30526 members 
Mstep: Class 36 contains 155526 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2210 members 
Mstep: Class 39 contains 1170 members 
Mstep: Class 40 contains 1617 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7063 members 
Mstep: Class 44 contains 2652 members 
Mstep: Class 45 contains 9289 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 180F: 48 clusters Score -1.540689e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28969 members 
Mstep: Class 3 contains 113035 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32135 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 191928 members 
Mstep: Class 10 contains 15571 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72762 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 168310 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 17 contains 65471 members 
Mstep: Class 18 contains 81969 members 
Mstep: Class 19 contains 116643 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 38470 members 
Mstep: Class 22 contains 37323 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97666 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26552 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 4960 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54140 members 
Mstep: Class 31 contains 3001 members 
Mstep: Class 32 contains 11767 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155503 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2214 members 
Mstep: Class 39 contains 1171 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7067 members 
Mstep: Class 44 contains 2654 members 
Mstep: Class 45 contains 9293 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068944.000000 Penalty: 108790.023438
Iteration 181Q: 48 clusters Score -1.540689e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 113028 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31779 members 
Mstep: Class 6 contains 32141 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 191934 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72751 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168333 members 
Mstep: Class 16 contains 4632 members 
Mstep: Class 17 contains 65473 members 
Mstep: Class 18 contains 81962 members 
Mstep: Class 19 contains 116642 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 38460 members 
Mstep: Class 22 contains 37325 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97665 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4349 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 54138 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30515 members 
Mstep: Class 36 contains 155486 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2215 members 
Mstep: Class 39 contains 1172 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7068 members 
Mstep: Class 44 contains 2656 members 
Mstep: Class 45 contains 9299 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 3133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 182Q: 48 clusters Score -1.540689e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 113020 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 32144 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 191942 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72746 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168362 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 65475 members 
Mstep: Class 18 contains 81950 members 
Mstep: Class 19 contains 116639 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 38456 members 
Mstep: Class 22 contains 37325 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97662 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4958 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2978 members 
Mstep: Class 32 contains 11755 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30509 members 
Mstep: Class 36 contains 155453 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2217 members 
Mstep: Class 39 contains 1174 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7069 members 
Mstep: Class 44 contains 2654 members 
Mstep: Class 45 contains 9301 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068928.000000 Penalty: 108790.023438
Iteration 183Q: 48 clusters Score -1.540689e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 113014 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31779 members 
Mstep: Class 6 contains 32141 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5121 members 
Mstep: Class 9 contains 191943 members 
Mstep: Class 10 contains 15544 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72744 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168389 members 
Mstep: Class 16 contains 4635 members 
Mstep: Class 17 contains 65474 members 
Mstep: Class 18 contains 81941 members 
Mstep: Class 19 contains 116641 members 
Mstep: Class 20 contains 6798 members 
Mstep: Class 21 contains 38448 members 
Mstep: Class 22 contains 37323 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97659 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2970 members 
Mstep: Class 32 contains 11753 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155430 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2218 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2024 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7073 members 
Mstep: Class 44 contains 2652 members 
Mstep: Class 45 contains 9305 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 184Q: 48 clusters Score -1.540687e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 113008 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32138 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 191936 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72738 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168431 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 65470 members 
Mstep: Class 18 contains 81933 members 
Mstep: Class 19 contains 116635 members 
Mstep: Class 20 contains 6809 members 
Mstep: Class 21 contains 38437 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97657 members 
Mstep: Class 25 contains 3141 members 
Mstep: Class 26 contains 26555 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4958 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 11753 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30505 members 
Mstep: Class 36 contains 155398 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7077 members 
Mstep: Class 44 contains 2655 members 
Mstep: Class 45 contains 9316 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 185Q: 48 clusters Score -1.540688e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 28969 members 
Mstep: Class 3 contains 113001 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32131 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 191940 members 
Mstep: Class 10 contains 15532 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72737 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 168444 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 65470 members 
Mstep: Class 18 contains 81925 members 
Mstep: Class 19 contains 116635 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 38418 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97655 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4958 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 11756 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155380 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7079 members 
Mstep: Class 44 contains 2655 members 
Mstep: Class 45 contains 9323 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068640.000000 Penalty: 108790.023438
Iteration 186Q: 48 clusters Score -1.540686e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112995 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32129 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 191945 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72735 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 168468 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 65466 members 
Mstep: Class 18 contains 81917 members 
Mstep: Class 19 contains 116634 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 38411 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2936 members 
Mstep: Class 32 contains 11757 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30509 members 
Mstep: Class 36 contains 155351 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7081 members 
Mstep: Class 44 contains 2657 members 
Mstep: Class 45 contains 9330 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 187Q: 48 clusters Score -1.540688e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112993 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 191941 members 
Mstep: Class 10 contains 15522 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72734 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 168467 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65460 members 
Mstep: Class 18 contains 81910 members 
Mstep: Class 19 contains 116633 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 38404 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97648 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4956 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 11766 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30507 members 
Mstep: Class 36 contains 155354 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7080 members 
Mstep: Class 44 contains 2656 members 
Mstep: Class 45 contains 9336 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154069008.000000 Penalty: 108790.023438
Iteration 188Q: 48 clusters Score -1.54069e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112983 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32128 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 191953 members 
Mstep: Class 10 contains 15520 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72734 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 168478 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 65455 members 
Mstep: Class 18 contains 81892 members 
Mstep: Class 19 contains 116631 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 38394 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97646 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2921 members 
Mstep: Class 32 contains 11762 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155352 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7081 members 
Mstep: Class 44 contains 2657 members 
Mstep: Class 45 contains 9341 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 189Q: 48 clusters Score -1.540689e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112973 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32128 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 191959 members 
Mstep: Class 10 contains 15522 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72736 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 168480 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65449 members 
Mstep: Class 18 contains 81883 members 
Mstep: Class 19 contains 116632 members 
Mstep: Class 20 contains 6830 members 
Mstep: Class 21 contains 38384 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97643 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2904 members 
Mstep: Class 32 contains 11764 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155352 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1616 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7084 members 
Mstep: Class 44 contains 2665 members 
Mstep: Class 45 contains 9342 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 190Q: 48 clusters Score -1.540688e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112959 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32130 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 191970 members 
Mstep: Class 10 contains 15522 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72736 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 168471 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65447 members 
Mstep: Class 18 contains 81879 members 
Mstep: Class 19 contains 116630 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 38381 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97642 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2880 members 
Mstep: Class 32 contains 11758 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155360 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1612 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7087 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 9345 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 108790.023438
Iteration 191Q: 48 clusters Score -1.540687e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112954 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32139 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 191977 members 
Mstep: Class 10 contains 15523 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72736 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168459 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65442 members 
Mstep: Class 18 contains 81873 members 
Mstep: Class 19 contains 116628 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 38372 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97642 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2862 members 
Mstep: Class 32 contains 11750 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6983 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155367 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1608 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7088 members 
Mstep: Class 44 contains 2674 members 
Mstep: Class 45 contains 9346 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 192Q: 48 clusters Score -1.540687e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112943 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32141 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 191987 members 
Mstep: Class 10 contains 15522 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72735 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168445 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65439 members 
Mstep: Class 18 contains 81859 members 
Mstep: Class 19 contains 116627 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97641 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 11745 members 
Mstep: Class 33 contains 2729 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155376 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1606 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7092 members 
Mstep: Class 44 contains 2676 members 
Mstep: Class 45 contains 9355 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 108790.023438
Iteration 193Q: 48 clusters Score -1.540687e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112933 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32143 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 192006 members 
Mstep: Class 10 contains 15519 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72739 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168419 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65436 members 
Mstep: Class 18 contains 81843 members 
Mstep: Class 19 contains 116620 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97643 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 11733 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155392 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1603 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7092 members 
Mstep: Class 44 contains 2678 members 
Mstep: Class 45 contains 9364 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 194Q: 48 clusters Score -1.540688e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112928 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32145 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 192015 members 
Mstep: Class 10 contains 15517 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72741 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168406 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81833 members 
Mstep: Class 19 contains 116618 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97642 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30515 members 
Mstep: Class 36 contains 155405 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1595 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7094 members 
Mstep: Class 44 contains 2676 members 
Mstep: Class 45 contains 9373 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 195Q: 48 clusters Score -1.540688e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112923 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32147 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 192016 members 
Mstep: Class 10 contains 15513 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168398 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 65434 members 
Mstep: Class 18 contains 81822 members 
Mstep: Class 19 contains 116619 members 
Mstep: Class 20 contains 6828 members 
Mstep: Class 21 contains 38365 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97645 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4350 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 155419 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1588 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7096 members 
Mstep: Class 44 contains 2676 members 
Mstep: Class 45 contains 9376 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 196Q: 48 clusters Score -1.540688e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 112921 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 192015 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 168386 members 
Mstep: Class 16 contains 4637 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81812 members 
Mstep: Class 19 contains 116617 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 38365 members 
Mstep: Class 22 contains 37325 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97650 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4351 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 155428 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1583 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7099 members 
Mstep: Class 44 contains 2678 members 
Mstep: Class 45 contains 9378 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 197Q: 48 clusters Score -1.540688e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112922 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32160 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 192020 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72738 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 168374 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81807 members 
Mstep: Class 19 contains 116616 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 38364 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97652 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4353 members 
Mstep: Class 28 contains 4954 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2734 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155435 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1579 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7099 members 
Mstep: Class 44 contains 2677 members 
Mstep: Class 45 contains 9381 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068944.000000 Penalty: 108790.023438
Iteration 198Q: 48 clusters Score -1.540689e+08 nChanged 129
Entering ConstructFrom: 
Score: -154068944.000000 Penalty: 108790.023438
Entering ConstructFrom: 
Trying to split cluster 1 (10337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Entering Unmasked Estep 
Score: -1080403.250000 Penalty: 1502.066284
	Iteration 0F: 2 clusters Score -1080403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1073080.875000 Penalty: 3004.132568
	Iteration 0F: 3 clusters Score -1073081 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1075595.500000 Penalty: 3004.132568
	Iteration 1F: 3 clusters Score -1075596 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1075883.000000 Penalty: 3004.132568
	Iteration 2F: 3 clusters Score -1075883 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1076140.500000 Penalty: 3004.132568
	Iteration 3F: 3 clusters Score -1076140 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1076422.250000 Penalty: 3004.132568
	Iteration 4Q: 3 clusters Score -1076422 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1076718.000000 Penalty: 3004.132568
	Iteration 5Q: 3 clusters Score -1076718 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1077040.375000 Penalty: 3004.132568
	Iteration 6Q: 3 clusters Score -1077040 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1077417.125000 Penalty: 3004.132568
	Iteration 7F: 3 clusters Score -1077417 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1077886.500000 Penalty: 3004.132568
	Iteration 8F: 3 clusters Score -1077886 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1078429.000000 Penalty: 3004.132568
	Iteration 9F: 3 clusters Score -1078429 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1078974.500000 Penalty: 3004.132568
	Iteration 10F: 3 clusters Score -1078974 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1079428.250000 Penalty: 3004.132568
	Iteration 11Q: 3 clusters Score -1079428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1079654.125000 Penalty: 3004.132568
	Iteration 12Q: 3 clusters Score -1079654 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1079765.125000 Penalty: 3004.132568
	Iteration 13Q: 3 clusters Score -1079765 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1079839.000000 Penalty: 3004.132568
	Iteration 14Q: 3 clusters Score -1079839 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1079887.875000 Penalty: 3004.132568
	Iteration 15Q: 3 clusters Score -1079888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1079918.375000 Penalty: 3004.132568
	Iteration 16Q: 3 clusters Score -1079918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1079940.750000 Penalty: 3004.132568
	Iteration 17Q: 3 clusters Score -1079941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1079960.125000 Penalty: 3004.132568
	Iteration 18Q: 3 clusters Score -1079960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1079975.125000 Penalty: 3004.132568
	Iteration 19Q: 3 clusters Score -1079975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1079987.625000 Penalty: 3004.132568
	Iteration 20F: 3 clusters Score -1079988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1080004.125000 Penalty: 3004.132568
	Iteration 21Q: 3 clusters Score -1080004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1080018.250000 Penalty: 3004.132568
	Iteration 22Q: 3 clusters Score -1080018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1080031.125000 Penalty: 3004.132568
	Iteration 23Q: 3 clusters Score -1080031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1080044.500000 Penalty: 3004.132568
	Iteration 24Q: 3 clusters Score -1080044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1080053.500000 Penalty: 3004.132568
	Iteration 25Q: 3 clusters Score -1080054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1080062.000000 Penalty: 3004.132568
	Iteration 26Q: 3 clusters Score -1080062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1080068.500000 Penalty: 3004.132568
	Iteration 27Q: 3 clusters Score -1080068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1080079.500000 Penalty: 3004.132568
	Iteration 28Q: 3 clusters Score -1080080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1080085.250000 Penalty: 3004.132568
	Iteration 29Q: 3 clusters Score -1080085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1080096.875000 Penalty: 3004.132568
	Iteration 30Q: 3 clusters Score -1080097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1080105.000000 Penalty: 3004.132568
	Iteration 31Q: 3 clusters Score -1080105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1080113.500000 Penalty: 3004.132568
	Iteration 32Q: 3 clusters Score -1080114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1080115.875000 Penalty: 3004.132568
	Iteration 33Q: 3 clusters Score -1080116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1080117.250000 Penalty: 3004.132568
	Iteration 34Q: 3 clusters Score -1080117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1080123.375000 Penalty: 3004.132568
	Iteration 35Q: 3 clusters Score -1080123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1080129.500000 Penalty: 3004.132568
	Iteration 36Q: 3 clusters Score -1080130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1080133.875000 Penalty: 3004.132568
	Iteration 37Q: 3 clusters Score -1080134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1080139.500000 Penalty: 3004.132568
	Iteration 38Q: 3 clusters Score -1080140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1080142.125000 Penalty: 3004.132568
	Iteration 39Q: 3 clusters Score -1080142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1080143.250000 Penalty: 3004.132568
	Iteration 40F: 3 clusters Score -1080143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1080144.875000 Penalty: 3004.132568
	Iteration 41Q: 3 clusters Score -1080145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1080144.625000 Penalty: 3004.132568
	Iteration 42Q: 3 clusters Score -1080145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1080147.500000 Penalty: 3004.132568
	Iteration 43Q: 3 clusters Score -1080148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1080149.750000 Penalty: 3004.132568
	Iteration 44Q: 3 clusters Score -1080150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1080153.125000 Penalty: 3004.132568
	Iteration 45Q: 3 clusters Score -1080153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1080152.875000 Penalty: 3004.132568
	Iteration 46Q: 3 clusters Score -1080153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1080154.375000 Penalty: 3004.132568
	Iteration 47Q: 3 clusters Score -1080154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1080158.000000 Penalty: 3004.132568
	Iteration 48Q: 3 clusters Score -1080158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1080163.625000 Penalty: 3004.132568
	Iteration 49Q: 3 clusters Score -1080164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1080165.000000 Penalty: 3004.132568
	Iteration 50Q: 3 clusters Score -1080165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1080169.625000 Penalty: 3004.132568
	Iteration 51Q: 3 clusters Score -1080170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1080174.250000 Penalty: 3004.132568
	Iteration 52Q: 3 clusters Score -1080174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1080177.500000 Penalty: 3004.132568
	Iteration 53Q: 3 clusters Score -1080178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1080176.750000 Penalty: 3004.132568
	Iteration 54Q: 3 clusters Score -1080177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1080180.250000 Penalty: 3004.132568
	Iteration 55Q: 3 clusters Score -1080180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1080179.125000 Penalty: 3004.132568
	Iteration 56Q: 3 clusters Score -1080179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1080181.750000 Penalty: 3004.132568
	Iteration 57Q: 3 clusters Score -1080182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1080183.750000 Penalty: 3004.132568
	Iteration 58Q: 3 clusters Score -1080184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1080183.125000 Penalty: 3004.132568
	Iteration 59Q: 3 clusters Score -1080183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1080181.375000 Penalty: 3004.132568
	Iteration 60F: 3 clusters Score -1080181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1080183.875000 Penalty: 3004.132568
	Iteration 61Q: 3 clusters Score -1080184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1080182.375000 Penalty: 3004.132568
	Iteration 62Q: 3 clusters Score -1080182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1080183.625000 Penalty: 3004.132568
	Iteration 63Q: 3 clusters Score -1080184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1080184.125000 Penalty: 3004.132568
	Iteration 64Q: 3 clusters Score -1080184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1080183.250000 Penalty: 3004.132568
	Iteration 65Q: 3 clusters Score -1080183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1080184.500000 Penalty: 3004.132568
	Iteration 66Q: 3 clusters Score -1080184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1080186.375000 Penalty: 3004.132568
	Iteration 67Q: 3 clusters Score -1080186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1080184.375000 Penalty: 3004.132568
	Iteration 68Q: 3 clusters Score -1080184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1080183.625000 Penalty: 3004.132568
	Iteration 69Q: 3 clusters Score -1080184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1080183.625000 Penalty: 3004.132568
	Iteration 70F: 3 clusters Score -1080184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Entering Unmasked Estep 
Score: -3003855.750000 Penalty: 1669.516357
	Iteration 0F: 2 clusters Score -3003856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2984309.750000 Penalty: 3339.032715
	Iteration 0F: 3 clusters Score -2984310 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2991731.250000 Penalty: 3339.032715
	Iteration 1F: 3 clusters Score -2991731 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2992243.250000 Penalty: 3339.032715
	Iteration 2Q: 3 clusters Score -2992243 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2992747.750000 Penalty: 3339.032715
	Iteration 3Q: 3 clusters Score -2992748 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2993328.250000 Penalty: 3339.032715
	Iteration 4Q: 3 clusters Score -2993328 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2994075.000000 Penalty: 3339.032715
	Iteration 5Q: 3 clusters Score -2994075 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2995058.750000 Penalty: 3339.032715
	Iteration 6F: 3 clusters Score -2995059 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2996214.500000 Penalty: 3339.032715
	Iteration 7F: 3 clusters Score -2996214 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2997412.750000 Penalty: 3339.032715
	Iteration 8F: 3 clusters Score -2997413 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2998412.000000 Penalty: 3339.032715
	Iteration 9F: 3 clusters Score -2998412 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2999013.000000 Penalty: 3339.032715
	Iteration 10Q: 3 clusters Score -2999013 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2999363.500000 Penalty: 3339.032715
	Iteration 11Q: 3 clusters Score -2999364 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2999611.250000 Penalty: 3339.032715
	Iteration 12Q: 3 clusters Score -2999611 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2999762.750000 Penalty: 3339.032715
	Iteration 13Q: 3 clusters Score -2999763 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2999896.750000 Penalty: 3339.032715
	Iteration 14Q: 3 clusters Score -2999897 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2999987.750000 Penalty: 3339.032715
	Iteration 15Q: 3 clusters Score -2999988 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3000086.500000 Penalty: 3339.032715
	Iteration 16Q: 3 clusters Score -3000086 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3000144.000000 Penalty: 3339.032715
	Iteration 17Q: 3 clusters Score -3000144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3000216.250000 Penalty: 3339.032715
	Iteration 18Q: 3 clusters Score -3000216 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3000282.250000 Penalty: 3339.032715
	Iteration 19Q: 3 clusters Score -3000282 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3000331.000000 Penalty: 3339.032715
	Iteration 20F: 3 clusters Score -3000331 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3000370.750000 Penalty: 3339.032715
	Iteration 21Q: 3 clusters Score -3000371 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3000413.750000 Penalty: 3339.032715
	Iteration 22Q: 3 clusters Score -3000414 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3000446.250000 Penalty: 3339.032715
	Iteration 23Q: 3 clusters Score -3000446 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3000497.250000 Penalty: 3339.032715
	Iteration 24Q: 3 clusters Score -3000497 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3000524.750000 Penalty: 3339.032715
	Iteration 25Q: 3 clusters Score -3000525 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3000570.750000 Penalty: 3339.032715
	Iteration 26Q: 3 clusters Score -3000571 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3000606.750000 Penalty: 3339.032715
	Iteration 27Q: 3 clusters Score -3000607 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3000634.500000 Penalty: 3339.032715
	Iteration 28Q: 3 clusters Score -3000634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3000658.500000 Penalty: 3339.032715
	Iteration 29Q: 3 clusters Score -3000658 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3000703.250000 Penalty: 3339.032715
	Iteration 30Q: 3 clusters Score -3000703 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3000713.500000 Penalty: 3339.032715
	Iteration 31Q: 3 clusters Score -3000714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3000732.000000 Penalty: 3339.032715
	Iteration 32Q: 3 clusters Score -3000732 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3000764.500000 Penalty: 3339.032715
	Iteration 33Q: 3 clusters Score -3000764 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3000812.250000 Penalty: 3339.032715
	Iteration 34Q: 3 clusters Score -3000812 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3000848.500000 Penalty: 3339.032715
	Iteration 35Q: 3 clusters Score -3000848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3000889.750000 Penalty: 3339.032715
	Iteration 36Q: 3 clusters Score -3000890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3000925.500000 Penalty: 3339.032715
	Iteration 37Q: 3 clusters Score -3000926 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3000942.000000 Penalty: 3339.032715
	Iteration 38Q: 3 clusters Score -3000942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3000992.000000 Penalty: 3339.032715
	Iteration 39Q: 3 clusters Score -3000992 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3001029.750000 Penalty: 3339.032715
	Iteration 40F: 3 clusters Score -3001030 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3001057.000000 Penalty: 3339.032715
	Iteration 41Q: 3 clusters Score -3001057 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3001098.250000 Penalty: 3339.032715
	Iteration 42Q: 3 clusters Score -3001098 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3001162.500000 Penalty: 3339.032715
	Iteration 43Q: 3 clusters Score -3001162 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3001196.500000 Penalty: 3339.032715
	Iteration 44Q: 3 clusters Score -3001196 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3001228.250000 Penalty: 3339.032715
	Iteration 45Q: 3 clusters Score -3001228 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3001283.250000 Penalty: 3339.032715
	Iteration 46Q: 3 clusters Score -3001283 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3001329.250000 Penalty: 3339.032715
	Iteration 47Q: 3 clusters Score -3001329 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3001360.250000 Penalty: 3339.032715
	Iteration 48Q: 3 clusters Score -3001360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3001412.500000 Penalty: 3339.032715
	Iteration 49Q: 3 clusters Score -3001412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3001437.500000 Penalty: 3339.032715
	Iteration 50Q: 3 clusters Score -3001438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3001474.250000 Penalty: 3339.032715
	Iteration 51Q: 3 clusters Score -3001474 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3001499.000000 Penalty: 3339.032715
	Iteration 52Q: 3 clusters Score -3001499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3001554.000000 Penalty: 3339.032715
	Iteration 53Q: 3 clusters Score -3001554 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3001582.750000 Penalty: 3339.032715
	Iteration 54Q: 3 clusters Score -3001583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3001604.000000 Penalty: 3339.032715
	Iteration 55Q: 3 clusters Score -3001604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3001639.250000 Penalty: 3339.032715
	Iteration 56Q: 3 clusters Score -3001639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3001647.750000 Penalty: 3339.032715
	Iteration 57Q: 3 clusters Score -3001648 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3001689.750000 Penalty: 3339.032715
	Iteration 58Q: 3 clusters Score -3001690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3001705.250000 Penalty: 3339.032715
	Iteration 59Q: 3 clusters Score -3001705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3001722.750000 Penalty: 3339.032715
	Iteration 60F: 3 clusters Score -3001723 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3001741.000000 Penalty: 3339.032715
	Iteration 61Q: 3 clusters Score -3001741 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3001761.250000 Penalty: 3339.032715
	Iteration 62Q: 3 clusters Score -3001761 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3001776.500000 Penalty: 3339.032715
	Iteration 63Q: 3 clusters Score -3001776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3001790.750000 Penalty: 3339.032715
	Iteration 64Q: 3 clusters Score -3001791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3001802.750000 Penalty: 3339.032715
	Iteration 65Q: 3 clusters Score -3001803 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3001818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3001840.750000 Penalty: 3339.032715
	Iteration 67Q: 3 clusters Score -3001841 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3001859.500000 Penalty: 3339.032715
	Iteration 68Q: 3 clusters Score -3001860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3001869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3001879.750000 Penalty: 3339.032715
	Iteration 70Q: 3 clusters Score -3001880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3001890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3001903.250000 Penalty: 3339.032715
	Iteration 72Q: 3 clusters Score -3001903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3001919.500000 Penalty: 3339.032715
	Iteration 73Q: 3 clusters Score -3001920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3001935.750000 Penalty: 3339.032715
	Iteration 74Q: 3 clusters Score -3001936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3001943.000000 Penalty: 3339.032715
	Iteration 75Q: 3 clusters Score -3001943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3001949.750000 Penalty: 3339.032715
	Iteration 76Q: 3 clusters Score -3001950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3001950.750000 Penalty: 3339.032715
	Iteration 77Q: 3 clusters Score -3001951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3001953.250000 Penalty: 3339.032715
	Iteration 78Q: 3 clusters Score -3001953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3001960.250000 Penalty: 3339.032715
	Iteration 79Q: 3 clusters Score -3001960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3001954.750000 Penalty: 3339.032715
	Iteration 80F: 3 clusters Score -3001955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3001955.500000 Penalty: 3339.032715
	Iteration 81Q: 3 clusters Score -3001956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3001948.500000 Penalty: 3339.032715
	Iteration 82Q: 3 clusters Score -3001948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3001965.500000 Penalty: 3339.032715
	Iteration 83Q: 3 clusters Score -3001966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3001968.250000 Penalty: 3339.032715
	Iteration 84Q: 3 clusters Score -3001968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -3001971.500000 Penalty: 3339.032715
	Iteration 85Q: 3 clusters Score -3001972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3001976.500000 Penalty: 3339.032715
	Iteration 86Q: 3 clusters Score -3001976 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3001978 nChanged 16
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Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3001974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3001978.750000 Penalty: 3339.032715
	Iteration 89Q: 3 clusters Score -3001979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3001974.250000 Penalty: 3339.032715
	Iteration 90Q: 3 clusters Score -3001974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3001986.750000 Penalty: 3339.032715
	Iteration 91Q: 3 clusters Score -3001987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3001983.500000 Penalty: 3339.032715
	Iteration 92Q: 3 clusters Score -3001984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3001978.250000 Penalty: 3339.032715
	Iteration 93Q: 3 clusters Score -3001978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3001980.750000 Penalty: 3339.032715
	Iteration 94Q: 3 clusters Score -3001981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3001983.500000 Penalty: 3339.032715
	Iteration 95Q: 3 clusters Score -3001984 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3001981.250000 Penalty: 3339.032715
	Iteration 96Q: 3 clusters Score -3001981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3001991.250000 Penalty: 3339.032715
	Iteration 97Q: 3 clusters Score -3001991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3001991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3002006.250000 Penalty: 3339.032715
	Iteration 99Q: 3 clusters Score -3002006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3002011.250000 Penalty: 3339.032715
	Iteration 100F: 3 clusters Score -3002011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3002006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3002011.750000 Penalty: 3339.032715
	Iteration 102Q: 3 clusters Score -3002012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3002018.250000 Penalty: 3339.032715
	Iteration 103Q: 3 clusters Score -3002018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3002018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3002015.750000 Penalty: 3339.032715
	Iteration 105Q: 3 clusters Score -3002016 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3002016 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3002019.500000 Penalty: 3339.032715
	Iteration 107Q: 3 clusters Score -3002020 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3002016.750000 Penalty: 3339.032715
	Iteration 108Q: 3 clusters Score -3002017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3002018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3002014.500000 Penalty: 3339.032715
	Iteration 110Q: 3 clusters Score -3002014 nChanged 10
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Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3002021 nChanged 11
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Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3002021.500000 Penalty: 3339.032715
	Iteration 112Q: 3 clusters Score -3002022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3002023.000000 Penalty: 3339.032715
	Iteration 113Q: 3 clusters Score -3002023 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3002019 nChanged 13
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Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3002018 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3002025.000000 Penalty: 3339.032715
	Iteration 116Q: 3 clusters Score -3002025 nChanged 12
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Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3002025 nChanged 5
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Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3002023.750000 Penalty: 3339.032715
	Iteration 118Q: 3 clusters Score -3002024 nChanged 4
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Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3002028.500000 Penalty: 3339.032715
	Iteration 119Q: 3 clusters Score -3002028 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3002028.250000 Penalty: 3339.032715
	Iteration 120F: 3 clusters Score -3002028 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -3002029.500000 Penalty: 3339.032715
	Iteration 121Q: 3 clusters Score -3002030 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3002025.750000 Penalty: 3339.032715
	Iteration 122Q: 3 clusters Score -3002026 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3002027.000000 Penalty: 3339.032715
	Iteration 123Q: 3 clusters Score -3002027 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3002031.000000 Penalty: 3339.032715
	Iteration 124Q: 3 clusters Score -3002031 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 6534 members 
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	Iteration 125Q: 3 clusters Score -3002032 nChanged 8
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Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3002031.500000 Penalty: 3339.032715
	Iteration 126Q: 3 clusters Score -3002032 nChanged 4
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Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3002032 nChanged 6
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Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3002031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3002033.250000 Penalty: 3339.032715
	Iteration 129Q: 3 clusters Score -3002033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3002032.250000 Penalty: 3339.032715
	Iteration 130Q: 3 clusters Score -3002032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3002032 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3002040.250000 Penalty: 3339.032715
	Iteration 132Q: 3 clusters Score -3002040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3002036.250000 Penalty: 3339.032715
	Iteration 133Q: 3 clusters Score -3002036 nChanged 11
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Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3002038.500000 Penalty: 3339.032715
	Iteration 134Q: 3 clusters Score -3002038 nChanged 5
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Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3002040 nChanged 6
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Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3002039.500000 Penalty: 3339.032715
	Iteration 136Q: 3 clusters Score -3002040 nChanged 7
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Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3002045.750000 Penalty: 3339.032715
	Iteration 137Q: 3 clusters Score -3002046 nChanged 11
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Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3002041.250000 Penalty: 3339.032715
	Iteration 138Q: 3 clusters Score -3002041 nChanged 14
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Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3002042.750000 Penalty: 3339.032715
	Iteration 139Q: 3 clusters Score -3002043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3002040.500000 Penalty: 3339.032715
	Iteration 140F: 3 clusters Score -3002040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3002042.000000 Penalty: 3339.032715
	Iteration 141Q: 3 clusters Score -3002042 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3002043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3002045.250000 Penalty: 3339.032715
	Iteration 143Q: 3 clusters Score -3002045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3002046 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3002051.000000 Penalty: 3339.032715
	Iteration 145Q: 3 clusters Score -3002051 nChanged 20
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Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3002042 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3002047 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3002046 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3002048.000000 Penalty: 3339.032715
	Iteration 149Q: 3 clusters Score -3002048 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3002055.500000 Penalty: 3339.032715
	Iteration 150Q: 3 clusters Score -3002056 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3002061 nChanged 22
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Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 6168 members 
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	Iteration 152Q: 3 clusters Score -3002067 nChanged 23
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Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 6145 members 
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	Iteration 153Q: 3 clusters Score -3002072 nChanged 28
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Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 6119 members 
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	Iteration 154Q: 3 clusters Score -3002063 nChanged 36
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Mstep: Class 1 contains 22885 members 
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	Iteration 155Q: 3 clusters Score -3002074 nChanged 38
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Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 6045 members 
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	Iteration 156Q: 3 clusters Score -3002081 nChanged 29
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Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 6016 members 
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	Iteration 157Q: 3 clusters Score -3002084 nChanged 28
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Mstep: Class 1 contains 22980 members 
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	Iteration 158Q: 3 clusters Score -3002078 nChanged 31
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Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 5957 members 
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	Iteration 159Q: 3 clusters Score -3002080 nChanged 39
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Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3002083 nChanged 34
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	Iteration 161Q: 3 clusters Score -3002086 nChanged 41
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	Iteration 162Q: 3 clusters Score -3002094 nChanged 41
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3002090 nChanged 33
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	Iteration 164Q: 3 clusters Score -3002097 nChanged 38
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	Iteration 165Q: 3 clusters Score -3002101 nChanged 38
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Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 5695 members 
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	Iteration 166Q: 3 clusters Score -3002098 nChanged 37
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3002099 nChanged 36
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Mstep: Class 1 contains 23344 members 
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	Iteration 168Q: 3 clusters Score -3002113 nChanged 35
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Mstep: Class 1 contains 23379 members 
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	Iteration 169Q: 3 clusters Score -3002107 nChanged 31
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Mstep: Class 1 contains 23410 members 
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	Iteration 170Q: 3 clusters Score -3002124 nChanged 24
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Mstep: Class 1 contains 23434 members 
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	Iteration 171Q: 3 clusters Score -3002125 nChanged 29
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Mstep: Class 1 contains 23463 members 
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	Iteration 172Q: 3 clusters Score -3002120 nChanged 25
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	Iteration 173Q: 3 clusters Score -3002117 nChanged 33
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	Iteration 174Q: 3 clusters Score -3002126 nChanged 29
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	Iteration 175Q: 3 clusters Score -3002131 nChanged 23
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Mstep: Class 1 contains 23573 members 
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	Iteration 176Q: 3 clusters Score -3002133 nChanged 26
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	Iteration 177Q: 3 clusters Score -3002142 nChanged 28
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	Iteration 178Q: 3 clusters Score -3002150 nChanged 31
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	Iteration 179Q: 3 clusters Score -3002138 nChanged 25
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	Iteration 180F: 3 clusters Score -3002144 nChanged 26
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	Iteration 181Q: 3 clusters Score -3002144 nChanged 22
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Entering Unmasked Estep 
Score: -3002151.250000 Penalty: 3339.032715
	Iteration 182Q: 3 clusters Score -3002151 nChanged 35
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	Iteration 183Q: 3 clusters Score -3002160 nChanged 37
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	Iteration 184Q: 3 clusters Score -3002166 nChanged 40
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Mstep: Class 1 contains 23833 members 
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Score: -3002180.750000 Penalty: 3339.032715
	Iteration 185Q: 3 clusters Score -3002181 nChanged 31
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Mstep: Class 1 contains 23864 members 
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Score: -3002174.500000 Penalty: 3339.032715
	Iteration 186Q: 3 clusters Score -3002174 nChanged 31
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Mstep: Class 1 contains 23893 members 
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	Iteration 187Q: 3 clusters Score -3002174 nChanged 30
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Mstep: Class 1 contains 23921 members 
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	Iteration 188Q: 3 clusters Score -3002174 nChanged 27
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Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 5020 members 
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	Iteration 189Q: 3 clusters Score -3002179 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 4999 members 
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	Iteration 190Q: 3 clusters Score -3002182 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23986 members 
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Score: -3002169.750000 Penalty: 3339.032715
	Iteration 191Q: 3 clusters Score -3002170 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 4973 members 
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Score: -3002172.250000 Penalty: 3339.032715
	Iteration 192Q: 3 clusters Score -3002172 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 4964 members 
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	Iteration 193Q: 3 clusters Score -3002171 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3002174 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24024 members 
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Score: -3002175.250000 Penalty: 3339.032715
	Iteration 195Q: 3 clusters Score -3002175 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24039 members 
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	Iteration 196Q: 3 clusters Score -3002175 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3002174 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24067 members 
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	Iteration 198Q: 3 clusters Score -3002181 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24076 members 
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	Iteration 199Q: 3 clusters Score -3002178 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 4881 members 
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Score: -3002184.500000 Penalty: 3339.032715
	Iteration 200F: 3 clusters Score -3002184 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3002187 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 4856 members 
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	Iteration 202Q: 3 clusters Score -3002187 nChanged 9
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	Iteration 203Q: 3 clusters Score -3002187 nChanged 6
Entering Unmasked Mstep 
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	Iteration 204Q: 3 clusters Score -3002184 nChanged 3
Entering Unmasked Mstep 
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	Iteration 205Q: 3 clusters Score -3002182 nChanged 9
Entering Unmasked Mstep 
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	Iteration 206Q: 3 clusters Score -3002190 nChanged 13
Entering Unmasked Mstep 
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	Iteration 207Q: 3 clusters Score -3002187 nChanged 8
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	Iteration 208Q: 3 clusters Score -3002186 nChanged 7
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	Iteration 209Q: 3 clusters Score -3002188 nChanged 9
Entering Unmasked Mstep 
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	Iteration 210Q: 3 clusters Score -3002183 nChanged 10
Entering Unmasked Mstep 
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	Iteration 211Q: 3 clusters Score -3002188 nChanged 4
Entering Unmasked Mstep 
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	Iteration 212Q: 3 clusters Score -3002184 nChanged 2
Entering Unmasked Mstep 
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	Iteration 213Q: 3 clusters Score -3002182 nChanged 5
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	Iteration 214Q: 3 clusters Score -3002185 nChanged 4
Entering Unmasked Mstep 
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	Iteration 215Q: 3 clusters Score -3002183 nChanged 5
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	Iteration 216Q: 3 clusters Score -3002182 nChanged 3
Entering Unmasked Mstep 
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	Iteration 217Q: 3 clusters Score -3002182 nChanged 4
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	Iteration 218Q: 3 clusters Score -3002180 nChanged 4
Entering Unmasked Mstep 
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	Iteration 219Q: 3 clusters Score -3002178 nChanged 11
Entering Unmasked Mstep 
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	Iteration 220F: 3 clusters Score -3002178 nChanged 14
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	Iteration 221Q: 3 clusters Score -3002185 nChanged 17
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	Iteration 222Q: 3 clusters Score -3002185 nChanged 14
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	Iteration 223Q: 3 clusters Score -3002188 nChanged 10
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	Iteration 224Q: 3 clusters Score -3002191 nChanged 10
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	Iteration 225Q: 3 clusters Score -3002190 nChanged 13
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	Iteration 226Q: 3 clusters Score -3002186 nChanged 12
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	Iteration 227Q: 3 clusters Score -3002190 nChanged 14
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	Iteration 228Q: 3 clusters Score -3002185 nChanged 12
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	Iteration 229Q: 3 clusters Score -3002194 nChanged 12
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	Iteration 230Q: 3 clusters Score -3002192 nChanged 12
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	Iteration 231Q: 3 clusters Score -3002197 nChanged 11
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	Iteration 232Q: 3 clusters Score -3002199 nChanged 15
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	Iteration 233Q: 3 clusters Score -3002203 nChanged 20
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	Iteration 234Q: 3 clusters Score -3002204 nChanged 15
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	Iteration 235Q: 3 clusters Score -3002207 nChanged 16
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	Iteration 236Q: 3 clusters Score -3002206 nChanged 18
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	Iteration 237Q: 3 clusters Score -3002199 nChanged 18
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	Iteration 238Q: 3 clusters Score -3002203 nChanged 23
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	Iteration 239Q: 3 clusters Score -3002206 nChanged 17
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	Iteration 240F: 3 clusters Score -3002212 nChanged 14
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	Iteration 241Q: 3 clusters Score -3002218 nChanged 14
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	Iteration 242Q: 3 clusters Score -3002216 nChanged 14
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	Iteration 243Q: 3 clusters Score -3002220 nChanged 13
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	Iteration 244Q: 3 clusters Score -3002219 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3002223 nChanged 6
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Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -3002220 nChanged 7
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Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -3002222 nChanged 11
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Mstep: Class 2 contains 4372 members 
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	Iteration 248Q: 3 clusters Score -3002218 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 4366 members 
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	Iteration 249Q: 3 clusters Score -3002222 nChanged 6
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	Iteration 250Q: 3 clusters Score -3002224 nChanged 5
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Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 4355 members 
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	Iteration 251Q: 3 clusters Score -3002223 nChanged 10
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -3002217 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -3002231 nChanged 21
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -3002238 nChanged 30
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	Iteration 255Q: 3 clusters Score -3002235 nChanged 51
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -3002242 nChanged 51
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	Iteration 257Q: 3 clusters Score -3002249 nChanged 54
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	Iteration 258Q: 3 clusters Score -3002259 nChanged 43
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	Iteration 259Q: 3 clusters Score -3002274 nChanged 50
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	Iteration 260F: 3 clusters Score -3002298 nChanged 49
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	Iteration 261Q: 3 clusters Score -3002294 nChanged 45
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	Iteration 262Q: 3 clusters Score -3002301 nChanged 53
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	Iteration 263Q: 3 clusters Score -3002304 nChanged 47
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	Iteration 264Q: 3 clusters Score -3002315 nChanged 45
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	Iteration 265Q: 3 clusters Score -3002330 nChanged 44
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	Iteration 266Q: 3 clusters Score -3002344 nChanged 46
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	Iteration 267Q: 3 clusters Score -3002353 nChanged 42
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	Iteration 268Q: 3 clusters Score -3002359 nChanged 41
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	Iteration 269Q: 3 clusters Score -3002369 nChanged 35
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	Iteration 270Q: 3 clusters Score -3002363 nChanged 33
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	Iteration 271Q: 3 clusters Score -3002372 nChanged 25
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	Iteration 272Q: 3 clusters Score -3002372 nChanged 28
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	Iteration 273Q: 3 clusters Score -3002373 nChanged 13
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	Iteration 274Q: 3 clusters Score -3002376 nChanged 14
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	Iteration 275Q: 3 clusters Score -3002384 nChanged 10
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	Iteration 276Q: 3 clusters Score -3002384 nChanged 14
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	Iteration 277Q: 3 clusters Score -3002386 nChanged 12
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	Iteration 278Q: 3 clusters Score -3002388 nChanged 20
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	Iteration 279Q: 3 clusters Score -3002399 nChanged 16
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	Iteration 280F: 3 clusters Score -3002403 nChanged 10
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	Iteration 281Q: 3 clusters Score -3002400 nChanged 11
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	Iteration 282Q: 3 clusters Score -3002397 nChanged 13
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	Iteration 283Q: 3 clusters Score -3002396 nChanged 15
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	Iteration 284Q: 3 clusters Score -3002401 nChanged 11
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	Iteration 285Q: 3 clusters Score -3002400 nChanged 13
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	Iteration 286Q: 3 clusters Score -3002400 nChanged 14
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	Iteration 287Q: 3 clusters Score -3002401 nChanged 28
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	Iteration 288Q: 3 clusters Score -3002411 nChanged 37
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	Iteration 289Q: 3 clusters Score -3002413 nChanged 47
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	Iteration 290Q: 3 clusters Score -3002426 nChanged 33
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	Iteration 291Q: 3 clusters Score -3002434 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -3002429 nChanged 22
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	Iteration 293Q: 3 clusters Score -3002428 nChanged 24
Entering Unmasked Mstep 
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	Iteration 294Q: 3 clusters Score -3002440 nChanged 23
Entering Unmasked Mstep 
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	Iteration 295Q: 3 clusters Score -3002443 nChanged 20
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	Iteration 296Q: 3 clusters Score -3002440 nChanged 11
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	Iteration 297Q: 3 clusters Score -3002435 nChanged 9
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	Iteration 298Q: 3 clusters Score -3002440 nChanged 16
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	Iteration 299Q: 3 clusters Score -3002444 nChanged 15
Entering Unmasked Mstep 
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Score: -3002441.250000 Penalty: 3339.032715
	Iteration 300F: 3 clusters Score -3002441 nChanged 11
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	Iteration 301Q: 3 clusters Score -3002445 nChanged 8
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	Iteration 302Q: 3 clusters Score -3002442 nChanged 5
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	Iteration 303Q: 3 clusters Score -3002445 nChanged 5
Entering Unmasked Mstep 
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	Iteration 304Q: 3 clusters Score -3002446 nChanged 8
Entering Unmasked Mstep 
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	Iteration 305Q: 3 clusters Score -3002450 nChanged 11
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	Iteration 306Q: 3 clusters Score -3002453 nChanged 9
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	Iteration 307Q: 3 clusters Score -3002454 nChanged 7
Entering Unmasked Mstep 
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	Iteration 308Q: 3 clusters Score -3002455 nChanged 7
Entering Unmasked Mstep 
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	Iteration 309Q: 3 clusters Score -3002450 nChanged 7
Entering Unmasked Mstep 
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	Iteration 310Q: 3 clusters Score -3002451 nChanged 6
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	Iteration 311Q: 3 clusters Score -3002452 nChanged 8
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	Iteration 312Q: 3 clusters Score -3002453 nChanged 2
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	Iteration 313Q: 3 clusters Score -3002454 nChanged 4
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	Iteration 314Q: 3 clusters Score -3002450 nChanged 3
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	Iteration 315Q: 3 clusters Score -3002454 nChanged 4
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	Iteration 316Q: 3 clusters Score -3002453 nChanged 2
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	Iteration 317Q: 3 clusters Score -3002451 nChanged 5
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	Iteration 318Q: 3 clusters Score -3002449 nChanged 5
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	Iteration 319Q: 3 clusters Score -3002455 nChanged 3
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	Iteration 320F: 3 clusters Score -3002454 nChanged 1
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	Iteration 321Q: 3 clusters Score -3002453 nChanged 2
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	Iteration 322Q: 3 clusters Score -3002451 nChanged 3
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	Iteration 323Q: 3 clusters Score -3002454 nChanged 6
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	Iteration 324Q: 3 clusters Score -3002453 nChanged 6
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	Iteration 325Q: 3 clusters Score -3002456 nChanged 5
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	Iteration 326Q: 3 clusters Score -3002458 nChanged 6
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	Iteration 327Q: 3 clusters Score -3002457 nChanged 5
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	Iteration 328Q: 3 clusters Score -3002454 nChanged 4
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	Iteration 329Q: 3 clusters Score -3002456 nChanged 5
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	Iteration 330Q: 3 clusters Score -3002457 nChanged 3
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	Iteration 331Q: 3 clusters Score -3002458 nChanged 7
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	Iteration 332Q: 3 clusters Score -3002458 nChanged 7
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	Iteration 333Q: 3 clusters Score -3002456 nChanged 8
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	Iteration 334Q: 3 clusters Score -3002462 nChanged 11
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	Iteration 335Q: 3 clusters Score -3002457 nChanged 7
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	Iteration 336Q: 3 clusters Score -3002461 nChanged 8
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	Iteration 337Q: 3 clusters Score -3002458 nChanged 15
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Entering Unmasked Estep 
Score: -3002465.000000 Penalty: 3339.032715
	Iteration 338Q: 3 clusters Score -3002465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3002468.500000 Penalty: 3339.032715
	Iteration 339Q: 3 clusters Score -3002468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3002469.000000 Penalty: 3339.032715
	Iteration 340F: 3 clusters Score -3002469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3002474.250000 Penalty: 3339.032715
	Iteration 341Q: 3 clusters Score -3002474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3002481.500000 Penalty: 3339.032715
	Iteration 342Q: 3 clusters Score -3002482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3002493.750000 Penalty: 3339.032715
	Iteration 343Q: 3 clusters Score -3002494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3002501.750000 Penalty: 3339.032715
	Iteration 344Q: 3 clusters Score -3002502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3002504.750000 Penalty: 3339.032715
	Iteration 345Q: 3 clusters Score -3002505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3002504.250000 Penalty: 3339.032715
	Iteration 346Q: 3 clusters Score -3002504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3002505.000000 Penalty: 3339.032715
	Iteration 347Q: 3 clusters Score -3002505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3002508.250000 Penalty: 3339.032715
	Iteration 348Q: 3 clusters Score -3002508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3002511.000000 Penalty: 3339.032715
	Iteration 349Q: 3 clusters Score -3002511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3002512.500000 Penalty: 3339.032715
	Iteration 350Q: 3 clusters Score -3002512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3002515.500000 Penalty: 3339.032715
	Iteration 351Q: 3 clusters Score -3002516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3002521.500000 Penalty: 3339.032715
	Iteration 352Q: 3 clusters Score -3002522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3002526.750000 Penalty: 3339.032715
	Iteration 353Q: 3 clusters Score -3002527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3002533.750000 Penalty: 3339.032715
	Iteration 354Q: 3 clusters Score -3002534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3002527.000000 Penalty: 3339.032715
	Iteration 355Q: 3 clusters Score -3002527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3002533.250000 Penalty: 3339.032715
	Iteration 356Q: 3 clusters Score -3002533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3002543.250000 Penalty: 3339.032715
	Iteration 357Q: 3 clusters Score -3002543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3002541.500000 Penalty: 3339.032715
	Iteration 358Q: 3 clusters Score -3002542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3002556.250000 Penalty: 3339.032715
	Iteration 359Q: 3 clusters Score -3002556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3002569.250000 Penalty: 3339.032715
	Iteration 360F: 3 clusters Score -3002569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3002576.750000 Penalty: 3339.032715
	Iteration 361Q: 3 clusters Score -3002577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3002580.750000 Penalty: 3339.032715
	Iteration 362Q: 3 clusters Score -3002581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3002589.000000 Penalty: 3339.032715
	Iteration 363Q: 3 clusters Score -3002589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3002587.250000 Penalty: 3339.032715
	Iteration 364Q: 3 clusters Score -3002587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3002586.500000 Penalty: 3339.032715
	Iteration 365Q: 3 clusters Score -3002586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3002589.750000 Penalty: 3339.032715
	Iteration 366Q: 3 clusters Score -3002590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3002591.750000 Penalty: 3339.032715
	Iteration 367Q: 3 clusters Score -3002592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3002588.000000 Penalty: 3339.032715
	Iteration 368Q: 3 clusters Score -3002588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3002588.500000 Penalty: 3339.032715
	Iteration 369Q: 3 clusters Score -3002588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3002592.000000 Penalty: 3339.032715
	Iteration 370Q: 3 clusters Score -3002592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3002598.250000 Penalty: 3339.032715
	Iteration 371Q: 3 clusters Score -3002598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3002599.250000 Penalty: 3339.032715
	Iteration 372Q: 3 clusters Score -3002599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3002597.750000 Penalty: 3339.032715
	Iteration 373Q: 3 clusters Score -3002598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3002606.500000 Penalty: 3339.032715
	Iteration 374Q: 3 clusters Score -3002606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3002606.000000 Penalty: 3339.032715
	Iteration 375Q: 3 clusters Score -3002606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3002609.000000 Penalty: 3339.032715
	Iteration 376Q: 3 clusters Score -3002609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3002613.000000 Penalty: 3339.032715
	Iteration 377Q: 3 clusters Score -3002613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3002616.250000 Penalty: 3339.032715
	Iteration 378Q: 3 clusters Score -3002616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3002619.750000 Penalty: 3339.032715
	Iteration 379Q: 3 clusters Score -3002620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3002624.000000 Penalty: 3339.032715
	Iteration 380F: 3 clusters Score -3002624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3002621.250000 Penalty: 3339.032715
	Iteration 381Q: 3 clusters Score -3002621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3002619.250000 Penalty: 3339.032715
	Iteration 382Q: 3 clusters Score -3002619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3002620.500000 Penalty: 3339.032715
	Iteration 383Q: 3 clusters Score -3002620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3002621.250000 Penalty: 3339.032715
	Iteration 384Q: 3 clusters Score -3002621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3002622.250000 Penalty: 3339.032715
	Iteration 385Q: 3 clusters Score -3002622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3002626.500000 Penalty: 3339.032715
	Iteration 386Q: 3 clusters Score -3002626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3002629.250000 Penalty: 3339.032715
	Iteration 387Q: 3 clusters Score -3002629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3002622.500000 Penalty: 3339.032715
	Iteration 388Q: 3 clusters Score -3002622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3002625.250000 Penalty: 3339.032715
	Iteration 389Q: 3 clusters Score -3002625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3002628.000000 Penalty: 3339.032715
	Iteration 390Q: 3 clusters Score -3002628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3002628.000000 Penalty: 3339.032715
	Iteration 391Q: 3 clusters Score -3002628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3002636.250000 Penalty: 3339.032715
	Iteration 392Q: 3 clusters Score -3002636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3002639.000000 Penalty: 3339.032715
	Iteration 393Q: 3 clusters Score -3002639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3002642.250000 Penalty: 3339.032715
	Iteration 394Q: 3 clusters Score -3002642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3002648.000000 Penalty: 3339.032715
	Iteration 395Q: 3 clusters Score -3002648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3002652.250000 Penalty: 3339.032715
	Iteration 396Q: 3 clusters Score -3002652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3002656.250000 Penalty: 3339.032715
	Iteration 397Q: 3 clusters Score -3002656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3002659.750000 Penalty: 3339.032715
	Iteration 398Q: 3 clusters Score -3002660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3002664.250000 Penalty: 3339.032715
	Iteration 399Q: 3 clusters Score -3002664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3002664.500000 Penalty: 3339.032715
	Iteration 400F: 3 clusters Score -3002664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3002663.250000 Penalty: 3339.032715
	Iteration 401Q: 3 clusters Score -3002663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3002666.750000 Penalty: 3339.032715
	Iteration 402Q: 3 clusters Score -3002667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3002667.500000 Penalty: 3339.032715
	Iteration 403Q: 3 clusters Score -3002668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3002664.250000 Penalty: 3339.032715
	Iteration 404Q: 3 clusters Score -3002664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3002665.000000 Penalty: 3339.032715
	Iteration 405Q: 3 clusters Score -3002665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3002665.000000 Penalty: 3339.032715
	Iteration 406F: 3 clusters Score -3002665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Entering Unmasked Estep 
Score: -11825547.000000 Penalty: 1890.591309
	Iteration 0F: 2 clusters Score -1.182555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -11750276.000000 Penalty: 3781.182617
	Iteration 0F: 3 clusters Score -1.175028e+07 nChanged 53931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -11782062.000000 Penalty: 3781.182617
	Iteration 1F: 3 clusters Score -1.178206e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -11783262.000000 Penalty: 3781.182617
	Iteration 2Q: 3 clusters Score -1.178326e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -11784506.000000 Penalty: 3781.182617
	Iteration 3Q: 3 clusters Score -1.178451e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -11786208.000000 Penalty: 3781.182617
	Iteration 4Q: 3 clusters Score -1.178621e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -11788473.000000 Penalty: 3781.182617
	Iteration 5Q: 3 clusters Score -1.178847e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -11791724.000000 Penalty: 3781.182617
	Iteration 6F: 3 clusters Score -1.179172e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -11795316.000000 Penalty: 3781.182617
	Iteration 7F: 3 clusters Score -1.179532e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -11799123.000000 Penalty: 3781.182617
	Iteration 8F: 3 clusters Score -1.179912e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -11802334.000000 Penalty: 3781.182617
	Iteration 9F: 3 clusters Score -1.180233e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -11805158.000000 Penalty: 3781.182617
	Iteration 10Q: 3 clusters Score -1.180516e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -11807916.000000 Penalty: 3781.182617
	Iteration 11Q: 3 clusters Score -1.180792e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -11810262.000000 Penalty: 3781.182617
	Iteration 12Q: 3 clusters Score -1.181026e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -11812252.000000 Penalty: 3781.182617
	Iteration 13Q: 3 clusters Score -1.181225e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -11813817.000000 Penalty: 3781.182617
	Iteration 14Q: 3 clusters Score -1.181382e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -11815070.000000 Penalty: 3781.182617
	Iteration 15Q: 3 clusters Score -1.181507e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -11816176.000000 Penalty: 3781.182617
	Iteration 16Q: 3 clusters Score -1.181618e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -11817229.000000 Penalty: 3781.182617
	Iteration 17Q: 3 clusters Score -1.181723e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -11818069.000000 Penalty: 3781.182617
	Iteration 18Q: 3 clusters Score -1.181807e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -11818861.000000 Penalty: 3781.182617
	Iteration 19Q: 3 clusters Score -1.181886e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -11819620.000000 Penalty: 3781.182617
	Iteration 20F: 3 clusters Score -1.181962e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -11820311.000000 Penalty: 3781.182617
	Iteration 21Q: 3 clusters Score -1.182031e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -11820934.000000 Penalty: 3781.182617
	Iteration 22Q: 3 clusters Score -1.182093e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -11821491.000000 Penalty: 3781.182617
	Iteration 23Q: 3 clusters Score -1.182149e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -11822003.000000 Penalty: 3781.182617
	Iteration 24Q: 3 clusters Score -1.1822e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -11822508.000000 Penalty: 3781.182617
	Iteration 25Q: 3 clusters Score -1.182251e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -11823061.000000 Penalty: 3781.182617
	Iteration 26Q: 3 clusters Score -1.182306e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -11823542.000000 Penalty: 3781.182617
	Iteration 27Q: 3 clusters Score -1.182354e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -11824029.000000 Penalty: 3781.182617
	Iteration 28Q: 3 clusters Score -1.182403e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -11824365.000000 Penalty: 3781.182617
	Iteration 29Q: 3 clusters Score -1.182436e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -11824718.000000 Penalty: 3781.182617
	Iteration 30Q: 3 clusters Score -1.182472e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -11825043.000000 Penalty: 3781.182617
	Iteration 31Q: 3 clusters Score -1.182504e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -11825218.000000 Penalty: 3781.182617
	Iteration 32Q: 3 clusters Score -1.182522e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -11825404.000000 Penalty: 3781.182617
	Iteration 33Q: 3 clusters Score -1.18254e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -11825568.000000 Penalty: 3781.182617
	Iteration 34Q: 3 clusters Score -1.182557e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -11825654.000000 Penalty: 3781.182617
	Iteration 35Q: 3 clusters Score -1.182565e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 104477 members 
Entering Unmasked Estep 
Score: -11825709.000000 Penalty: 3781.182617
	Iteration 36Q: 3 clusters Score -1.182571e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -11825747.000000 Penalty: 3781.182617
	Iteration 37Q: 3 clusters Score -1.182575e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -11825807.000000 Penalty: 3781.182617
	Iteration 38Q: 3 clusters Score -1.182581e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -11825801.000000 Penalty: 3781.182617
	Iteration 39Q: 3 clusters Score -1.18258e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -11825857.000000 Penalty: 3781.182617
	Iteration 40F: 3 clusters Score -1.182586e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -11825880.000000 Penalty: 3781.182617
	Iteration 41Q: 3 clusters Score -1.182588e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -11825906.000000 Penalty: 3781.182617
	Iteration 42Q: 3 clusters Score -1.182591e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -11825903.000000 Penalty: 3781.182617
	Iteration 43Q: 3 clusters Score -1.18259e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -11825904.000000 Penalty: 3781.182617
	Iteration 44Q: 3 clusters Score -1.18259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 105915 members 
Entering Unmasked Estep 
Score: -11825919.000000 Penalty: 3781.182617
	Iteration 45Q: 3 clusters Score -1.182592e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -11825974.000000 Penalty: 3781.182617
	Iteration 46Q: 3 clusters Score -1.182597e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -11825965.000000 Penalty: 3781.182617
	Iteration 47Q: 3 clusters Score -1.182596e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -11825965.000000 Penalty: 3781.182617
	Iteration 48Q: 3 clusters Score -1.182596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 106173 members 
Entering Unmasked Estep 
Score: -11825953.000000 Penalty: 3781.182617
	Iteration 49Q: 3 clusters Score -1.182595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -11825964.000000 Penalty: 3781.182617
	Iteration 50Q: 3 clusters Score -1.182596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -11825962.000000 Penalty: 3781.182617
	Iteration 51Q: 3 clusters Score -1.182596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -11825981.000000 Penalty: 3781.182617
	Iteration 52Q: 3 clusters Score -1.182598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -11825981.000000 Penalty: 3781.182617
	Iteration 53Q: 3 clusters Score -1.182598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -11825974.000000 Penalty: 3781.182617
	Iteration 54Q: 3 clusters Score -1.182597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -11825983.000000 Penalty: 3781.182617
	Iteration 55Q: 3 clusters Score -1.182598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 106442 members 
Entering Unmasked Estep 
Score: -11825991.000000 Penalty: 3781.182617
	Iteration 56Q: 3 clusters Score -1.182599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -11825989.000000 Penalty: 3781.182617
	Iteration 57Q: 3 clusters Score -1.182599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -11825990.000000 Penalty: 3781.182617
	Iteration 58Q: 3 clusters Score -1.182599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -11825988.000000 Penalty: 3781.182617
	Iteration 59Q: 3 clusters Score -1.182599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -11825989.000000 Penalty: 3781.182617
	Iteration 60F: 3 clusters Score -1.182599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -11825990.000000 Penalty: 3781.182617
	Iteration 61Q: 3 clusters Score -1.182599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -11825993.000000 Penalty: 3781.182617
	Iteration 62Q: 3 clusters Score -1.182599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -11825994.000000 Penalty: 3781.182617
	Iteration 63Q: 3 clusters Score -1.182599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -11825999.000000 Penalty: 3781.182617
	Iteration 64Q: 3 clusters Score -1.1826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -11825981.000000 Penalty: 3781.182617
	Iteration 65Q: 3 clusters Score -1.182598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -11825992.000000 Penalty: 3781.182617
	Iteration 66Q: 3 clusters Score -1.182599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -11825982.000000 Penalty: 3781.182617
	Iteration 67Q: 3 clusters Score -1.182598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -11825975.000000 Penalty: 3781.182617
	Iteration 68Q: 3 clusters Score -1.182598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 106637 members 
Entering Unmasked Estep 
Score: -11825985.000000 Penalty: 3781.182617
	Iteration 69Q: 3 clusters Score -1.182598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -11825986.000000 Penalty: 3781.182617
	Iteration 70Q: 3 clusters Score -1.182599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -11825987.000000 Penalty: 3781.182617
	Iteration 71Q: 3 clusters Score -1.182599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -11825981.000000 Penalty: 3781.182617
	Iteration 72Q: 3 clusters Score -1.182598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -11825996.000000 Penalty: 3781.182617
	Iteration 73Q: 3 clusters Score -1.1826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -11826001.000000 Penalty: 3781.182617
	Iteration 74Q: 3 clusters Score -1.1826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -11825974.000000 Penalty: 3781.182617
	Iteration 75Q: 3 clusters Score -1.182597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -11825980.000000 Penalty: 3781.182617
	Iteration 76Q: 3 clusters Score -1.182598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 106706 members 
Entering Unmasked Estep 
Score: -11825990.000000 Penalty: 3781.182617
	Iteration 77Q: 3 clusters Score -1.182599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -11825991.000000 Penalty: 3781.182617
	Iteration 78Q: 3 clusters Score -1.182599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -11825987.000000 Penalty: 3781.182617
	Iteration 79Q: 3 clusters Score -1.182599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -11825995.000000 Penalty: 3781.182617
	Iteration 80F: 3 clusters Score -1.1826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -11825995.000000 Penalty: 3781.182617
	Iteration 81Q: 3 clusters Score -1.1826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -11825984.000000 Penalty: 3781.182617
	Iteration 82Q: 3 clusters Score -1.182598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -11825993.000000 Penalty: 3781.182617
	Iteration 83Q: 3 clusters Score -1.182599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -11825990.000000 Penalty: 3781.182617
	Iteration 84Q: 3 clusters Score -1.182599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -11825989.000000 Penalty: 3781.182617
	Iteration 85Q: 3 clusters Score -1.182599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -11825992.000000 Penalty: 3781.182617
	Iteration 86Q: 3 clusters Score -1.182599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -11825987.000000 Penalty: 3781.182617
	Iteration 87Q: 3 clusters Score -1.182599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -11825993.000000 Penalty: 3781.182617
	Iteration 88Q: 3 clusters Score -1.182599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -11825988.000000 Penalty: 3781.182617
	Iteration 89Q: 3 clusters Score -1.182599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -11825997.000000 Penalty: 3781.182617
	Iteration 90Q: 3 clusters Score -1.1826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -11826002.000000 Penalty: 3781.182617
	Iteration 91Q: 3 clusters Score -1.1826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -11825997.000000 Penalty: 3781.182617
	Iteration 92Q: 3 clusters Score -1.1826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -11826005.000000 Penalty: 3781.182617
	Iteration 93Q: 3 clusters Score -1.1826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 106818 members 
Entering Unmasked Estep 
Score: -11826015.000000 Penalty: 3781.182617
	Iteration 94Q: 3 clusters Score -1.182602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -11826016.000000 Penalty: 3781.182617
	Iteration 95Q: 3 clusters Score -1.182602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -11826013.000000 Penalty: 3781.182617
	Iteration 96Q: 3 clusters Score -1.182601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -11826024.000000 Penalty: 3781.182617
	Iteration 97Q: 3 clusters Score -1.182602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -11826016.000000 Penalty: 3781.182617
	Iteration 98Q: 3 clusters Score -1.182602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -11826023.000000 Penalty: 3781.182617
	Iteration 99Q: 3 clusters Score -1.182602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -11826036.000000 Penalty: 3781.182617
	Iteration 100F: 3 clusters Score -1.182604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -11826035.000000 Penalty: 3781.182617
	Iteration 101Q: 3 clusters Score -1.182604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -11826027.000000 Penalty: 3781.182617
	Iteration 102Q: 3 clusters Score -1.182603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -11826031.000000 Penalty: 3781.182617
	Iteration 103Q: 3 clusters Score -1.182603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -11826037.000000 Penalty: 3781.182617
	Iteration 104Q: 3 clusters Score -1.182604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -11826037.000000 Penalty: 3781.182617
	Iteration 105Q: 3 clusters Score -1.182604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -11826037.000000 Penalty: 3781.182617
	Iteration 106F: 3 clusters Score -1.182604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 6037 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4354 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 106880 members 
Entering Unmasked Estep 
Score: -154068560.000000 Penalty: 111104.703125
Splitting cluster 3 changes total score from -154068944.000000 to -154068560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Entering Unmasked Estep 
Score: -2143397.250000 Penalty: 1612.773438
	Iteration 0F: 2 clusters Score -2143397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2129685.750000 Penalty: 3225.546875
	Iteration 0F: 3 clusters Score -2129686 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2134713.250000 Penalty: 3225.546875
	Iteration 1F: 3 clusters Score -2134713 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2135245.500000 Penalty: 3225.546875
	Iteration 2F: 3 clusters Score -2135246 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2135789.500000 Penalty: 3225.546875
	Iteration 3F: 3 clusters Score -2135790 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2136421.250000 Penalty: 3225.546875
	Iteration 4F: 3 clusters Score -2136421 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2137230.250000 Penalty: 3225.546875
	Iteration 5F: 3 clusters Score -2137230 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2138246.250000 Penalty: 3225.546875
	Iteration 6F: 3 clusters Score -2138246 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2139313.000000 Penalty: 3225.546875
	Iteration 7F: 3 clusters Score -2139313 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2140120.250000 Penalty: 3225.546875
	Iteration 8F: 3 clusters Score -2140120 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2140646.250000 Penalty: 3225.546875
	Iteration 9Q: 3 clusters Score -2140646 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2140921.250000 Penalty: 3225.546875
	Iteration 10Q: 3 clusters Score -2140921 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2141121.250000 Penalty: 3225.546875
	Iteration 11Q: 3 clusters Score -2141121 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2141263.250000 Penalty: 3225.546875
	Iteration 12Q: 3 clusters Score -2141263 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2141369.750000 Penalty: 3225.546875
	Iteration 13Q: 3 clusters Score -2141370 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2141452.500000 Penalty: 3225.546875
	Iteration 14Q: 3 clusters Score -2141452 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2141505.500000 Penalty: 3225.546875
	Iteration 15Q: 3 clusters Score -2141506 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2141550.750000 Penalty: 3225.546875
	Iteration 16Q: 3 clusters Score -2141551 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2141595.750000 Penalty: 3225.546875
	Iteration 17Q: 3 clusters Score -2141596 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2141627.750000 Penalty: 3225.546875
	Iteration 18Q: 3 clusters Score -2141628 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2141659.000000 Penalty: 3225.546875
	Iteration 19Q: 3 clusters Score -2141659 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2141686.000000 Penalty: 3225.546875
	Iteration 20F: 3 clusters Score -2141686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2141703.500000 Penalty: 3225.546875
	Iteration 21Q: 3 clusters Score -2141704 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2141733.500000 Penalty: 3225.546875
	Iteration 22Q: 3 clusters Score -2141734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2141756.250000 Penalty: 3225.546875
	Iteration 23Q: 3 clusters Score -2141756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2141770.250000 Penalty: 3225.546875
	Iteration 24Q: 3 clusters Score -2141770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2141791.500000 Penalty: 3225.546875
	Iteration 25Q: 3 clusters Score -2141792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2141798.250000 Penalty: 3225.546875
	Iteration 26Q: 3 clusters Score -2141798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2141808.000000 Penalty: 3225.546875
	Iteration 27Q: 3 clusters Score -2141808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2141816.000000 Penalty: 3225.546875
	Iteration 28Q: 3 clusters Score -2141816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2141818.000000 Penalty: 3225.546875
	Iteration 29Q: 3 clusters Score -2141818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2141834.000000 Penalty: 3225.546875
	Iteration 30Q: 3 clusters Score -2141834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2141849.750000 Penalty: 3225.546875
	Iteration 31Q: 3 clusters Score -2141850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2141858.500000 Penalty: 3225.546875
	Iteration 32Q: 3 clusters Score -2141858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2141868.500000 Penalty: 3225.546875
	Iteration 33Q: 3 clusters Score -2141868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2141875.500000 Penalty: 3225.546875
	Iteration 34Q: 3 clusters Score -2141876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2141888.750000 Penalty: 3225.546875
	Iteration 35Q: 3 clusters Score -2141889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2141892.000000 Penalty: 3225.546875
	Iteration 36Q: 3 clusters Score -2141892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2141899.000000 Penalty: 3225.546875
	Iteration 37Q: 3 clusters Score -2141899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2141917.250000 Penalty: 3225.546875
	Iteration 38Q: 3 clusters Score -2141917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2141931.000000 Penalty: 3225.546875
	Iteration 39Q: 3 clusters Score -2141931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2141940.750000 Penalty: 3225.546875
	Iteration 40F: 3 clusters Score -2141941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2141949.500000 Penalty: 3225.546875
	Iteration 41Q: 3 clusters Score -2141950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2141954.750000 Penalty: 3225.546875
	Iteration 42Q: 3 clusters Score -2141955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2141959.500000 Penalty: 3225.546875
	Iteration 43Q: 3 clusters Score -2141960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2141961.000000 Penalty: 3225.546875
	Iteration 44Q: 3 clusters Score -2141961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2141965.000000 Penalty: 3225.546875
	Iteration 45Q: 3 clusters Score -2141965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2141967.250000 Penalty: 3225.546875
	Iteration 46Q: 3 clusters Score -2141967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2141971.500000 Penalty: 3225.546875
	Iteration 47Q: 3 clusters Score -2141972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2141983.000000 Penalty: 3225.546875
	Iteration 48Q: 3 clusters Score -2141983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2141980.250000 Penalty: 3225.546875
	Iteration 49Q: 3 clusters Score -2141980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2141984.250000 Penalty: 3225.546875
	Iteration 50Q: 3 clusters Score -2141984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2141985.750000 Penalty: 3225.546875
	Iteration 51Q: 3 clusters Score -2141986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2141996.250000 Penalty: 3225.546875
	Iteration 52Q: 3 clusters Score -2141996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2142003.250000 Penalty: 3225.546875
	Iteration 53Q: 3 clusters Score -2142003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2142013.500000 Penalty: 3225.546875
	Iteration 54Q: 3 clusters Score -2142014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2142025.500000 Penalty: 3225.546875
	Iteration 55Q: 3 clusters Score -2142026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2142026.750000 Penalty: 3225.546875
	Iteration 56Q: 3 clusters Score -2142027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2142040.500000 Penalty: 3225.546875
	Iteration 57Q: 3 clusters Score -2142040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2142047.000000 Penalty: 3225.546875
	Iteration 58Q: 3 clusters Score -2142047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2142051.250000 Penalty: 3225.546875
	Iteration 59Q: 3 clusters Score -2142051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2142064.500000 Penalty: 3225.546875
	Iteration 60F: 3 clusters Score -2142064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2142069.750000 Penalty: 3225.546875
	Iteration 61Q: 3 clusters Score -2142070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2142086.000000 Penalty: 3225.546875
	Iteration 62Q: 3 clusters Score -2142086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2142096.750000 Penalty: 3225.546875
	Iteration 63Q: 3 clusters Score -2142097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2142104.500000 Penalty: 3225.546875
	Iteration 64Q: 3 clusters Score -2142104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2142117.750000 Penalty: 3225.546875
	Iteration 65Q: 3 clusters Score -2142118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2142119.250000 Penalty: 3225.546875
	Iteration 66Q: 3 clusters Score -2142119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2142127.500000 Penalty: 3225.546875
	Iteration 67Q: 3 clusters Score -2142128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2142141.000000 Penalty: 3225.546875
	Iteration 68Q: 3 clusters Score -2142141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2142142.000000 Penalty: 3225.546875
	Iteration 69Q: 3 clusters Score -2142142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2142149.000000 Penalty: 3225.546875
	Iteration 70Q: 3 clusters Score -2142149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2142147.750000 Penalty: 3225.546875
	Iteration 71Q: 3 clusters Score -2142148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2142154.750000 Penalty: 3225.546875
	Iteration 72Q: 3 clusters Score -2142155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2142159.750000 Penalty: 3225.546875
	Iteration 73Q: 3 clusters Score -2142160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2142164.000000 Penalty: 3225.546875
	Iteration 74Q: 3 clusters Score -2142164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2142165.000000 Penalty: 3225.546875
	Iteration 75Q: 3 clusters Score -2142165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2142168.500000 Penalty: 3225.546875
	Iteration 76Q: 3 clusters Score -2142168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2142175.000000 Penalty: 3225.546875
	Iteration 77Q: 3 clusters Score -2142175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2142184.750000 Penalty: 3225.546875
	Iteration 78Q: 3 clusters Score -2142185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2142184.750000 Penalty: 3225.546875
	Iteration 79Q: 3 clusters Score -2142185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2142187.250000 Penalty: 3225.546875
	Iteration 80F: 3 clusters Score -2142187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2142193.750000 Penalty: 3225.546875
	Iteration 81Q: 3 clusters Score -2142194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2142203.250000 Penalty: 3225.546875
	Iteration 82Q: 3 clusters Score -2142203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2142202.750000 Penalty: 3225.546875
	Iteration 83Q: 3 clusters Score -2142203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2142205.500000 Penalty: 3225.546875
	Iteration 84Q: 3 clusters Score -2142206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2142207.000000 Penalty: 3225.546875
	Iteration 85Q: 3 clusters Score -2142207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2142213.500000 Penalty: 3225.546875
	Iteration 86Q: 3 clusters Score -2142214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2142217.000000 Penalty: 3225.546875
	Iteration 87Q: 3 clusters Score -2142217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2142219.750000 Penalty: 3225.546875
	Iteration 88Q: 3 clusters Score -2142220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2142223.500000 Penalty: 3225.546875
	Iteration 89Q: 3 clusters Score -2142224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2142228.000000 Penalty: 3225.546875
	Iteration 90Q: 3 clusters Score -2142228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2142229.500000 Penalty: 3225.546875
	Iteration 91Q: 3 clusters Score -2142230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2142233.500000 Penalty: 3225.546875
	Iteration 92Q: 3 clusters Score -2142234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2142233.250000 Penalty: 3225.546875
	Iteration 93Q: 3 clusters Score -2142233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2142237.000000 Penalty: 3225.546875
	Iteration 94Q: 3 clusters Score -2142237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2142239.250000 Penalty: 3225.546875
	Iteration 95Q: 3 clusters Score -2142239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2142243.500000 Penalty: 3225.546875
	Iteration 96Q: 3 clusters Score -2142244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2142246.250000 Penalty: 3225.546875
	Iteration 97Q: 3 clusters Score -2142246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2142254.000000 Penalty: 3225.546875
	Iteration 98Q: 3 clusters Score -2142254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2142262.250000 Penalty: 3225.546875
	Iteration 99Q: 3 clusters Score -2142262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2142264.750000 Penalty: 3225.546875
	Iteration 100F: 3 clusters Score -2142265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2142277.750000 Penalty: 3225.546875
	Iteration 101Q: 3 clusters Score -2142278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2142287.250000 Penalty: 3225.546875
	Iteration 102Q: 3 clusters Score -2142287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2142292.250000 Penalty: 3225.546875
	Iteration 103Q: 3 clusters Score -2142292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2142307.250000 Penalty: 3225.546875
	Iteration 104Q: 3 clusters Score -2142307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2142319.250000 Penalty: 3225.546875
	Iteration 105Q: 3 clusters Score -2142319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2142325.000000 Penalty: 3225.546875
	Iteration 106Q: 3 clusters Score -2142325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2142330.000000 Penalty: 3225.546875
	Iteration 107Q: 3 clusters Score -2142330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2142339.750000 Penalty: 3225.546875
	Iteration 108Q: 3 clusters Score -2142340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2142338.000000 Penalty: 3225.546875
	Iteration 109Q: 3 clusters Score -2142338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2142345.000000 Penalty: 3225.546875
	Iteration 110Q: 3 clusters Score -2142345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2142352.500000 Penalty: 3225.546875
	Iteration 111Q: 3 clusters Score -2142352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2142360.250000 Penalty: 3225.546875
	Iteration 112Q: 3 clusters Score -2142360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2142366.000000 Penalty: 3225.546875
	Iteration 113Q: 3 clusters Score -2142366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2142370.000000 Penalty: 3225.546875
	Iteration 114Q: 3 clusters Score -2142370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2142369.000000 Penalty: 3225.546875
	Iteration 115Q: 3 clusters Score -2142369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2142368.750000 Penalty: 3225.546875
	Iteration 116Q: 3 clusters Score -2142369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2142377.000000 Penalty: 3225.546875
	Iteration 117Q: 3 clusters Score -2142377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2142378.750000 Penalty: 3225.546875
	Iteration 118Q: 3 clusters Score -2142379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2142381.500000 Penalty: 3225.546875
	Iteration 119Q: 3 clusters Score -2142382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2142382.250000 Penalty: 3225.546875
	Iteration 120F: 3 clusters Score -2142382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2142376.000000 Penalty: 3225.546875
	Iteration 121Q: 3 clusters Score -2142376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2142382.000000 Penalty: 3225.546875
	Iteration 122Q: 3 clusters Score -2142382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2142381.500000 Penalty: 3225.546875
	Iteration 123Q: 3 clusters Score -2142382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2142383.750000 Penalty: 3225.546875
	Iteration 124Q: 3 clusters Score -2142384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2142383.750000 Penalty: 3225.546875
	Iteration 125Q: 3 clusters Score -2142384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2142386.750000 Penalty: 3225.546875
	Iteration 126Q: 3 clusters Score -2142387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2142388.250000 Penalty: 3225.546875
	Iteration 127Q: 3 clusters Score -2142388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2142388.250000 Penalty: 3225.546875
	Iteration 128Q: 3 clusters Score -2142388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2142388.750000 Penalty: 3225.546875
	Iteration 129Q: 3 clusters Score -2142389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2142388.500000 Penalty: 3225.546875
	Iteration 130Q: 3 clusters Score -2142388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2142388.500000 Penalty: 3225.546875
	Iteration 131F: 3 clusters Score -2142388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Entering Unmasked Estep 
Score: -3227428.250000 Penalty: 1684.555908
	Iteration 0F: 2 clusters Score -3227428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3206136.750000 Penalty: 3369.111816
	Iteration 0F: 3 clusters Score -3206137 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3214335.000000 Penalty: 3369.111816
	Iteration 1F: 3 clusters Score -3214335 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3215148.750000 Penalty: 3369.111816
	Iteration 2F: 3 clusters Score -3215149 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3216268.000000 Penalty: 3369.111816
	Iteration 3F: 3 clusters Score -3216268 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3217673.250000 Penalty: 3369.111816
	Iteration 4F: 3 clusters Score -3217673 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3219138.250000 Penalty: 3369.111816
	Iteration 5F: 3 clusters Score -3219138 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3220398.000000 Penalty: 3369.111816
	Iteration 6F: 3 clusters Score -3220398 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3221402.500000 Penalty: 3369.111816
	Iteration 7F: 3 clusters Score -3221402 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3222072.500000 Penalty: 3369.111816
	Iteration 8Q: 3 clusters Score -3222072 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3222499.000000 Penalty: 3369.111816
	Iteration 9Q: 3 clusters Score -3222499 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3222864.250000 Penalty: 3369.111816
	Iteration 10Q: 3 clusters Score -3222864 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3223234.750000 Penalty: 3369.111816
	Iteration 11Q: 3 clusters Score -3223235 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3223647.000000 Penalty: 3369.111816
	Iteration 12Q: 3 clusters Score -3223647 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3224143.000000 Penalty: 3369.111816
	Iteration 13Q: 3 clusters Score -3224143 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3224619.250000 Penalty: 3369.111816
	Iteration 14Q: 3 clusters Score -3224619 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3225044.750000 Penalty: 3369.111816
	Iteration 15Q: 3 clusters Score -3225045 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3225393.000000 Penalty: 3369.111816
	Iteration 16Q: 3 clusters Score -3225393 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3225661.750000 Penalty: 3369.111816
	Iteration 17Q: 3 clusters Score -3225662 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3225835.500000 Penalty: 3369.111816
	Iteration 18Q: 3 clusters Score -3225836 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3225983.250000 Penalty: 3369.111816
	Iteration 19Q: 3 clusters Score -3225983 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3226089.500000 Penalty: 3369.111816
	Iteration 20F: 3 clusters Score -3226090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3226152.750000 Penalty: 3369.111816
	Iteration 21Q: 3 clusters Score -3226153 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3226203.250000 Penalty: 3369.111816
	Iteration 22Q: 3 clusters Score -3226203 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3226242.750000 Penalty: 3369.111816
	Iteration 23Q: 3 clusters Score -3226243 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3226284.500000 Penalty: 3369.111816
	Iteration 24Q: 3 clusters Score -3226284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3226312.000000 Penalty: 3369.111816
	Iteration 25Q: 3 clusters Score -3226312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3226327.250000 Penalty: 3369.111816
	Iteration 26Q: 3 clusters Score -3226327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3226340.000000 Penalty: 3369.111816
	Iteration 27Q: 3 clusters Score -3226340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3226356.250000 Penalty: 3369.111816
	Iteration 28Q: 3 clusters Score -3226356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3226367.500000 Penalty: 3369.111816
	Iteration 29Q: 3 clusters Score -3226368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3226383.250000 Penalty: 3369.111816
	Iteration 30Q: 3 clusters Score -3226383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3226394.750000 Penalty: 3369.111816
	Iteration 31Q: 3 clusters Score -3226395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3226400.750000 Penalty: 3369.111816
	Iteration 32Q: 3 clusters Score -3226401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3226406.250000 Penalty: 3369.111816
	Iteration 33Q: 3 clusters Score -3226406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3226421.500000 Penalty: 3369.111816
	Iteration 34Q: 3 clusters Score -3226422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3226435.000000 Penalty: 3369.111816
	Iteration 35Q: 3 clusters Score -3226435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3226436.250000 Penalty: 3369.111816
	Iteration 36Q: 3 clusters Score -3226436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3226444.750000 Penalty: 3369.111816
	Iteration 37Q: 3 clusters Score -3226445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3226454.750000 Penalty: 3369.111816
	Iteration 38Q: 3 clusters Score -3226455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3226461.250000 Penalty: 3369.111816
	Iteration 39Q: 3 clusters Score -3226461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3226456.500000 Penalty: 3369.111816
	Iteration 40F: 3 clusters Score -3226456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3226468.750000 Penalty: 3369.111816
	Iteration 41Q: 3 clusters Score -3226469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3226470.250000 Penalty: 3369.111816
	Iteration 42Q: 3 clusters Score -3226470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3226471.500000 Penalty: 3369.111816
	Iteration 43Q: 3 clusters Score -3226472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3226469.500000 Penalty: 3369.111816
	Iteration 44Q: 3 clusters Score -3226470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3226468.750000 Penalty: 3369.111816
	Iteration 45Q: 3 clusters Score -3226469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3226466.750000 Penalty: 3369.111816
	Iteration 46Q: 3 clusters Score -3226467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3226478.750000 Penalty: 3369.111816
	Iteration 47Q: 3 clusters Score -3226479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3226479.250000 Penalty: 3369.111816
	Iteration 48Q: 3 clusters Score -3226479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3226477.750000 Penalty: 3369.111816
	Iteration 49Q: 3 clusters Score -3226478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3226477.000000 Penalty: 3369.111816
	Iteration 50Q: 3 clusters Score -3226477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3226478.750000 Penalty: 3369.111816
	Iteration 51Q: 3 clusters Score -3226479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3226482.250000 Penalty: 3369.111816
	Iteration 52Q: 3 clusters Score -3226482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3226481.250000 Penalty: 3369.111816
	Iteration 53Q: 3 clusters Score -3226481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3226478.500000 Penalty: 3369.111816
	Iteration 54Q: 3 clusters Score -3226478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3226478.500000 Penalty: 3369.111816
	Iteration 55F: 3 clusters Score -3226478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Entering Unmasked Estep 
Score: -3059738.000000 Penalty: 1686.472412
	Iteration 0F: 2 clusters Score -3059738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3038274.000000 Penalty: 3372.944824
	Iteration 0F: 3 clusters Score -3038274 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3046731.000000 Penalty: 3372.944824
	Iteration 1F: 3 clusters Score -3046731 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3047443.000000 Penalty: 3372.944824
	Iteration 2F: 3 clusters Score -3047443 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3048170.750000 Penalty: 3372.944824
	Iteration 3F: 3 clusters Score -3048171 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3048852.750000 Penalty: 3372.944824
	Iteration 4F: 3 clusters Score -3048853 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3049464.750000 Penalty: 3372.944824
	Iteration 5Q: 3 clusters Score -3049465 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3050131.500000 Penalty: 3372.944824
	Iteration 6Q: 3 clusters Score -3050132 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3050754.000000 Penalty: 3372.944824
	Iteration 7Q: 3 clusters Score -3050754 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3051355.750000 Penalty: 3372.944824
	Iteration 8Q: 3 clusters Score -3051356 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3051860.750000 Penalty: 3372.944824
	Iteration 9Q: 3 clusters Score -3051861 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3052317.500000 Penalty: 3372.944824
	Iteration 10Q: 3 clusters Score -3052318 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3052719.500000 Penalty: 3372.944824
	Iteration 11Q: 3 clusters Score -3052720 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3053148.000000 Penalty: 3372.944824
	Iteration 12Q: 3 clusters Score -3053148 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3053618.750000 Penalty: 3372.944824
	Iteration 13Q: 3 clusters Score -3053619 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3054140.250000 Penalty: 3372.944824
	Iteration 14Q: 3 clusters Score -3054140 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3054712.250000 Penalty: 3372.944824
	Iteration 15Q: 3 clusters Score -3054712 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3055238.000000 Penalty: 3372.944824
	Iteration 16Q: 3 clusters Score -3055238 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3055751.000000 Penalty: 3372.944824
	Iteration 17Q: 3 clusters Score -3055751 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3056182.750000 Penalty: 3372.944824
	Iteration 18Q: 3 clusters Score -3056183 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3056531.750000 Penalty: 3372.944824
	Iteration 19Q: 3 clusters Score -3056532 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3056847.000000 Penalty: 3372.944824
	Iteration 20F: 3 clusters Score -3056847 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3057104.000000 Penalty: 3372.944824
	Iteration 21Q: 3 clusters Score -3057104 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3057335.000000 Penalty: 3372.944824
	Iteration 22Q: 3 clusters Score -3057335 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3057565.250000 Penalty: 3372.944824
	Iteration 23Q: 3 clusters Score -3057565 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3057790.000000 Penalty: 3372.944824
	Iteration 24Q: 3 clusters Score -3057790 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3058004.500000 Penalty: 3372.944824
	Iteration 25Q: 3 clusters Score -3058004 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3058185.250000 Penalty: 3372.944824
	Iteration 26Q: 3 clusters Score -3058185 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3058328.250000 Penalty: 3372.944824
	Iteration 27Q: 3 clusters Score -3058328 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3058453.000000 Penalty: 3372.944824
	Iteration 28Q: 3 clusters Score -3058453 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3058556.000000 Penalty: 3372.944824
	Iteration 29Q: 3 clusters Score -3058556 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3058653.250000 Penalty: 3372.944824
	Iteration 30Q: 3 clusters Score -3058653 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3058741.000000 Penalty: 3372.944824
	Iteration 31Q: 3 clusters Score -3058741 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3058803.000000 Penalty: 3372.944824
	Iteration 32Q: 3 clusters Score -3058803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3058829.500000 Penalty: 3372.944824
	Iteration 33Q: 3 clusters Score -3058830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3058872.250000 Penalty: 3372.944824
	Iteration 34Q: 3 clusters Score -3058872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3058908.500000 Penalty: 3372.944824
	Iteration 35Q: 3 clusters Score -3058908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3058933.750000 Penalty: 3372.944824
	Iteration 36Q: 3 clusters Score -3058934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3058959.000000 Penalty: 3372.944824
	Iteration 37Q: 3 clusters Score -3058959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3058986.250000 Penalty: 3372.944824
	Iteration 38Q: 3 clusters Score -3058986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3059005.500000 Penalty: 3372.944824
	Iteration 39Q: 3 clusters Score -3059006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3059025.500000 Penalty: 3372.944824
	Iteration 40F: 3 clusters Score -3059026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3059037.500000 Penalty: 3372.944824
	Iteration 41Q: 3 clusters Score -3059038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3059057.250000 Penalty: 3372.944824
	Iteration 42Q: 3 clusters Score -3059057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3059060.750000 Penalty: 3372.944824
	Iteration 43Q: 3 clusters Score -3059061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3059064.500000 Penalty: 3372.944824
	Iteration 44Q: 3 clusters Score -3059064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3059063.000000 Penalty: 3372.944824
	Iteration 45Q: 3 clusters Score -3059063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3059063.250000 Penalty: 3372.944824
	Iteration 46Q: 3 clusters Score -3059063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3059064.000000 Penalty: 3372.944824
	Iteration 47Q: 3 clusters Score -3059064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3059071.500000 Penalty: 3372.944824
	Iteration 48Q: 3 clusters Score -3059072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3059068.250000 Penalty: 3372.944824
	Iteration 49Q: 3 clusters Score -3059068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3059071.500000 Penalty: 3372.944824
	Iteration 50Q: 3 clusters Score -3059072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3059072.500000 Penalty: 3372.944824
	Iteration 51Q: 3 clusters Score -3059072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3059072.250000 Penalty: 3372.944824
	Iteration 52Q: 3 clusters Score -3059072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3059072.000000 Penalty: 3372.944824
	Iteration 53Q: 3 clusters Score -3059072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3059069.750000 Penalty: 3372.944824
	Iteration 54Q: 3 clusters Score -3059070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3059073.000000 Penalty: 3372.944824
	Iteration 55Q: 3 clusters Score -3059073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3059075.750000 Penalty: 3372.944824
	Iteration 56Q: 3 clusters Score -3059076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3059083.250000 Penalty: 3372.944824
	Iteration 57Q: 3 clusters Score -3059083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3059083.250000 Penalty: 3372.944824
	Iteration 58Q: 3 clusters Score -3059083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3059089.000000 Penalty: 3372.944824
	Iteration 59Q: 3 clusters Score -3059089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3059094.250000 Penalty: 3372.944824
	Iteration 60F: 3 clusters Score -3059094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3059096.000000 Penalty: 3372.944824
	Iteration 61Q: 3 clusters Score -3059096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3059099.500000 Penalty: 3372.944824
	Iteration 62Q: 3 clusters Score -3059100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3059106.750000 Penalty: 3372.944824
	Iteration 63Q: 3 clusters Score -3059107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3059107.250000 Penalty: 3372.944824
	Iteration 64Q: 3 clusters Score -3059107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3059108.000000 Penalty: 3372.944824
	Iteration 65Q: 3 clusters Score -3059108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3059106.250000 Penalty: 3372.944824
	Iteration 66Q: 3 clusters Score -3059106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3059110.000000 Penalty: 3372.944824
	Iteration 67Q: 3 clusters Score -3059110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3059106.500000 Penalty: 3372.944824
	Iteration 68Q: 3 clusters Score -3059106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3059111.500000 Penalty: 3372.944824
	Iteration 69Q: 3 clusters Score -3059112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3059110.500000 Penalty: 3372.944824
	Iteration 70Q: 3 clusters Score -3059110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3059112.500000 Penalty: 3372.944824
	Iteration 71Q: 3 clusters Score -3059112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3059112.500000 Penalty: 3372.944824
	Iteration 72F: 3 clusters Score -3059112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -960340.375000 Penalty: 1485.393555
	Iteration 0F: 2 clusters Score -960340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -953632.187500 Penalty: 2970.787109
	Iteration 0F: 3 clusters Score -953632.2 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -955798.125000 Penalty: 2970.787109
	Iteration 1F: 3 clusters Score -955798.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -956087.500000 Penalty: 2970.787109
	Iteration 2F: 3 clusters Score -956087.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -956323.562500 Penalty: 2970.787109
	Iteration 3F: 3 clusters Score -956323.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -956512.687500 Penalty: 2970.787109
	Iteration 4Q: 3 clusters Score -956512.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -956710.562500 Penalty: 2970.787109
	Iteration 5Q: 3 clusters Score -956710.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -956935.750000 Penalty: 2970.787109
	Iteration 6Q: 3 clusters Score -956935.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -957175.875000 Penalty: 2970.787109
	Iteration 7Q: 3 clusters Score -957175.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -957421.250000 Penalty: 2970.787109
	Iteration 8Q: 3 clusters Score -957421.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -957677.312500 Penalty: 2970.787109
	Iteration 9Q: 3 clusters Score -957677.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -957920.687500 Penalty: 2970.787109
	Iteration 10Q: 3 clusters Score -957920.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -958149.000000 Penalty: 2970.787109
	Iteration 11Q: 3 clusters Score -958149 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -958325.750000 Penalty: 2970.787109
	Iteration 12Q: 3 clusters Score -958325.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -958476.250000 Penalty: 2970.787109
	Iteration 13Q: 3 clusters Score -958476.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -958607.875000 Penalty: 2970.787109
	Iteration 14Q: 3 clusters Score -958607.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -958686.125000 Penalty: 2970.787109
	Iteration 15Q: 3 clusters Score -958686.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -958727.375000 Penalty: 2970.787109
	Iteration 16Q: 3 clusters Score -958727.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -958762.625000 Penalty: 2970.787109
	Iteration 17Q: 3 clusters Score -958762.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -958794.125000 Penalty: 2970.787109
	Iteration 18Q: 3 clusters Score -958794.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -958816.437500 Penalty: 2970.787109
	Iteration 19Q: 3 clusters Score -958816.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -958834.187500 Penalty: 2970.787109
	Iteration 20F: 3 clusters Score -958834.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -958849.000000 Penalty: 2970.787109
	Iteration 21Q: 3 clusters Score -958849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -958860.187500 Penalty: 2970.787109
	Iteration 22Q: 3 clusters Score -958860.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -958879.437500 Penalty: 2970.787109
	Iteration 23Q: 3 clusters Score -958879.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -958891.687500 Penalty: 2970.787109
	Iteration 24Q: 3 clusters Score -958891.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -958902.500000 Penalty: 2970.787109
	Iteration 25Q: 3 clusters Score -958902.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -958912.312500 Penalty: 2970.787109
	Iteration 26Q: 3 clusters Score -958912.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -958917.750000 Penalty: 2970.787109
	Iteration 27Q: 3 clusters Score -958917.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -958927.937500 Penalty: 2970.787109
	Iteration 28Q: 3 clusters Score -958927.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -958938.250000 Penalty: 2970.787109
	Iteration 29Q: 3 clusters Score -958938.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -958943.062500 Penalty: 2970.787109
	Iteration 30Q: 3 clusters Score -958943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -958948.500000 Penalty: 2970.787109
	Iteration 31Q: 3 clusters Score -958948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -958953.250000 Penalty: 2970.787109
	Iteration 32Q: 3 clusters Score -958953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -958957.875000 Penalty: 2970.787109
	Iteration 33Q: 3 clusters Score -958957.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -958965.812500 Penalty: 2970.787109
	Iteration 34Q: 3 clusters Score -958965.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -958970.812500 Penalty: 2970.787109
	Iteration 35Q: 3 clusters Score -958970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -958976.125000 Penalty: 2970.787109
	Iteration 36Q: 3 clusters Score -958976.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -958981.875000 Penalty: 2970.787109
	Iteration 37Q: 3 clusters Score -958981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -958985.687500 Penalty: 2970.787109
	Iteration 38Q: 3 clusters Score -958985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -958987.937500 Penalty: 2970.787109
	Iteration 39Q: 3 clusters Score -958987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -958990.500000 Penalty: 2970.787109
	Iteration 40F: 3 clusters Score -958990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -958993.812500 Penalty: 2970.787109
	Iteration 41Q: 3 clusters Score -958993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -958994.312500 Penalty: 2970.787109
	Iteration 42Q: 3 clusters Score -958994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -958994.312500 Penalty: 2970.787109
	Iteration 43F: 3 clusters Score -958994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -463096.625000 Penalty: 1387.834351
	Iteration 0F: 2 clusters Score -463096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -459138.875000 Penalty: 2775.668701
	Iteration 0F: 3 clusters Score -459138.9 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -460971.250000 Penalty: 2775.668701
	Iteration 1F: 3 clusters Score -460971.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -461821.937500 Penalty: 2775.668701
	Iteration 2F: 3 clusters Score -461821.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -462474.750000 Penalty: 2775.668701
	Iteration 3F: 3 clusters Score -462474.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -462866.062500 Penalty: 2775.668701
	Iteration 4F: 3 clusters Score -462866.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -463058.468750 Penalty: 2775.668701
	Iteration 5F: 3 clusters Score -463058.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -463146.937500 Penalty: 2775.668701
	Iteration 6Q: 3 clusters Score -463146.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -463192.843750 Penalty: 2775.668701
	Iteration 7Q: 3 clusters Score -463192.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -463215.437500 Penalty: 2775.668701
	Iteration 8Q: 3 clusters Score -463215.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -463227.562500 Penalty: 2775.668701
	Iteration 9Q: 3 clusters Score -463227.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -463233.781250 Penalty: 2775.668701
	Iteration 10Q: 3 clusters Score -463233.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -463238.218750 Penalty: 2775.668701
	Iteration 11Q: 3 clusters Score -463238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -463241.312500 Penalty: 2775.668701
	Iteration 12Q: 3 clusters Score -463241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -463242.187500 Penalty: 2775.668701
	Iteration 13Q: 3 clusters Score -463242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -463243.125000 Penalty: 2775.668701
	Iteration 14Q: 3 clusters Score -463243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -463243.312500 Penalty: 2775.668701
	Iteration 15Q: 3 clusters Score -463243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -463244.125000 Penalty: 2775.668701
	Iteration 16Q: 3 clusters Score -463244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -463245.656250 Penalty: 2775.668701
	Iteration 17Q: 3 clusters Score -463245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -463245.781250 Penalty: 2775.668701
	Iteration 18Q: 3 clusters Score -463245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -463245.843750 Penalty: 2775.668701
	Iteration 19Q: 3 clusters Score -463245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -463246.656250 Penalty: 2775.668701
	Iteration 20F: 3 clusters Score -463246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -463247.812500 Penalty: 2775.668701
	Iteration 21Q: 3 clusters Score -463247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -463248.562500 Penalty: 2775.668701
	Iteration 22Q: 3 clusters Score -463248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -463248.937500 Penalty: 2775.668701
	Iteration 23Q: 3 clusters Score -463248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -463250.312500 Penalty: 2775.668701
	Iteration 24Q: 3 clusters Score -463250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -463251.718750 Penalty: 2775.668701
	Iteration 25Q: 3 clusters Score -463251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -463250.781250 Penalty: 2775.668701
	Iteration 26Q: 3 clusters Score -463250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -463250.781250 Penalty: 2775.668701
	Iteration 27F: 3 clusters Score -463250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112917 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4354 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 1972 members 
Entering Unmasked Estep 
Score: -154067792.000000 Penalty: 111104.703125
Splitting cluster 8 changes total score from -154068944.000000 to -154067792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (192030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192030 members 
Entering Unmasked Estep 
Score: -19998252.000000 Penalty: 1976.878662
	Iteration 0F: 2 clusters Score -1.999825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -19876166.000000 Penalty: 3953.757324
	Iteration 0F: 3 clusters Score -1.987617e+07 nChanged 92777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -19932024.000000 Penalty: 3953.757324
	Iteration 1F: 3 clusters Score -1.993202e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -19933968.000000 Penalty: 3953.757324
	Iteration 2Q: 3 clusters Score -1.993397e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -19937404.000000 Penalty: 3953.757324
	Iteration 3Q: 3 clusters Score -1.99374e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -19944426.000000 Penalty: 3953.757324
	Iteration 4F: 3 clusters Score -1.994443e+07 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145513 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -19957438.000000 Penalty: 3953.757324
	Iteration 5F: 3 clusters Score -1.995744e+07 nChanged 19216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -19974132.000000 Penalty: 3953.757324
	Iteration 6F: 3 clusters Score -1.997413e+07 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180477 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -19987174.000000 Penalty: 3953.757324
	Iteration 7F: 3 clusters Score -1.998717e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -19993690.000000 Penalty: 3953.757324
	Iteration 8Q: 3 clusters Score -1.999369e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190830 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19995712.000000 Penalty: 3953.757324
	Iteration 9Q: 3 clusters Score -1.999571e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19996328.000000 Penalty: 3953.757324
	Iteration 10Q: 3 clusters Score -1.999633e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191552 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19996596.000000 Penalty: 3953.757324
	Iteration 11Q: 3 clusters Score -1.99966e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191568 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19996738.000000 Penalty: 3953.757324
	Iteration 12Q: 3 clusters Score -1.999674e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19996862.000000 Penalty: 3953.757324
	Iteration 13Q: 3 clusters Score -1.999686e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191527 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19996944.000000 Penalty: 3953.757324
	Iteration 14Q: 3 clusters Score -1.999694e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191514 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -19996972.000000 Penalty: 3953.757324
	Iteration 15Q: 3 clusters Score -1.999697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191501 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19997022.000000 Penalty: 3953.757324
	Iteration 16Q: 3 clusters Score -1.999702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191491 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19997046.000000 Penalty: 3953.757324
	Iteration 17Q: 3 clusters Score -1.999705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19997042.000000 Penalty: 3953.757324
	Iteration 18Q: 3 clusters Score -1.999704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191488 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19997042.000000 Penalty: 3953.757324
	Iteration 19Q: 3 clusters Score -1.999704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -19997082.000000 Penalty: 3953.757324
	Iteration 20F: 3 clusters Score -1.999708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191464 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -19997100.000000 Penalty: 3953.757324
	Iteration 21Q: 3 clusters Score -1.99971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191454 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19997110.000000 Penalty: 3953.757324
	Iteration 22Q: 3 clusters Score -1.999711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -19997120.000000 Penalty: 3953.757324
	Iteration 23Q: 3 clusters Score -1.999712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -19997128.000000 Penalty: 3953.757324
	Iteration 24Q: 3 clusters Score -1.999713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191435 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -19997146.000000 Penalty: 3953.757324
	Iteration 25Q: 3 clusters Score -1.999715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -19997148.000000 Penalty: 3953.757324
	Iteration 26Q: 3 clusters Score -1.999715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19997150.000000 Penalty: 3953.757324
	Iteration 27Q: 3 clusters Score -1.999715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19997140.000000 Penalty: 3953.757324
	Iteration 28Q: 3 clusters Score -1.999714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19997150.000000 Penalty: 3953.757324
	Iteration 29Q: 3 clusters Score -1.999715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -19997148.000000 Penalty: 3953.757324
	Iteration 30Q: 3 clusters Score -1.999715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -19997148.000000 Penalty: 3953.757324
	Iteration 31F: 3 clusters Score -1.999715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Entering Unmasked Estep 
Score: -1548725.000000 Penalty: 1567.938721
	Iteration 0F: 2 clusters Score -1548725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1538111.625000 Penalty: 3135.877441
	Iteration 0F: 3 clusters Score -1538112 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1542104.875000 Penalty: 3135.877441
	Iteration 1F: 3 clusters Score -1542105 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1542736.250000 Penalty: 3135.877441
	Iteration 2F: 3 clusters Score -1542736 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1543458.500000 Penalty: 3135.877441
	Iteration 3F: 3 clusters Score -1543458 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1544248.625000 Penalty: 3135.877441
	Iteration 4F: 3 clusters Score -1544249 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1544986.500000 Penalty: 3135.877441
	Iteration 5F: 3 clusters Score -1544986 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1545590.250000 Penalty: 3135.877441
	Iteration 6F: 3 clusters Score -1545590 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1546044.500000 Penalty: 3135.877441
	Iteration 7Q: 3 clusters Score -1546044 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1546323.750000 Penalty: 3135.877441
	Iteration 8Q: 3 clusters Score -1546324 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1546502.750000 Penalty: 3135.877441
	Iteration 9Q: 3 clusters Score -1546503 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1546629.250000 Penalty: 3135.877441
	Iteration 10Q: 3 clusters Score -1546629 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1546701.875000 Penalty: 3135.877441
	Iteration 11Q: 3 clusters Score -1546702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1546753.875000 Penalty: 3135.877441
	Iteration 12Q: 3 clusters Score -1546754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1546778.500000 Penalty: 3135.877441
	Iteration 13Q: 3 clusters Score -1546778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1546809.375000 Penalty: 3135.877441
	Iteration 14Q: 3 clusters Score -1546809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1546840.125000 Penalty: 3135.877441
	Iteration 15Q: 3 clusters Score -1546840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1546870.625000 Penalty: 3135.877441
	Iteration 16Q: 3 clusters Score -1546871 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1546906.250000 Penalty: 3135.877441
	Iteration 17Q: 3 clusters Score -1546906 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1546945.375000 Penalty: 3135.877441
	Iteration 18Q: 3 clusters Score -1546945 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1546986.375000 Penalty: 3135.877441
	Iteration 19Q: 3 clusters Score -1546986 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1547014.375000 Penalty: 3135.877441
	Iteration 20F: 3 clusters Score -1547014 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1547050.000000 Penalty: 3135.877441
	Iteration 21Q: 3 clusters Score -1547050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1547073.000000 Penalty: 3135.877441
	Iteration 22Q: 3 clusters Score -1547073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1547090.125000 Penalty: 3135.877441
	Iteration 23Q: 3 clusters Score -1547090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1547099.750000 Penalty: 3135.877441
	Iteration 24Q: 3 clusters Score -1547100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1547119.125000 Penalty: 3135.877441
	Iteration 25Q: 3 clusters Score -1547119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1547133.500000 Penalty: 3135.877441
	Iteration 26Q: 3 clusters Score -1547134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1547142.500000 Penalty: 3135.877441
	Iteration 27Q: 3 clusters Score -1547142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1547163.125000 Penalty: 3135.877441
	Iteration 28Q: 3 clusters Score -1547163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1547168.000000 Penalty: 3135.877441
	Iteration 29Q: 3 clusters Score -1547168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1547183.500000 Penalty: 3135.877441
	Iteration 30Q: 3 clusters Score -1547184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1547187.750000 Penalty: 3135.877441
	Iteration 31Q: 3 clusters Score -1547188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1547197.125000 Penalty: 3135.877441
	Iteration 32Q: 3 clusters Score -1547197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1547205.000000 Penalty: 3135.877441
	Iteration 33Q: 3 clusters Score -1547205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1547209.375000 Penalty: 3135.877441
	Iteration 34Q: 3 clusters Score -1547209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1547217.500000 Penalty: 3135.877441
	Iteration 35Q: 3 clusters Score -1547218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1547226.500000 Penalty: 3135.877441
	Iteration 36Q: 3 clusters Score -1547226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1547238.375000 Penalty: 3135.877441
	Iteration 37Q: 3 clusters Score -1547238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1547247.500000 Penalty: 3135.877441
	Iteration 38Q: 3 clusters Score -1547248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1547256.250000 Penalty: 3135.877441
	Iteration 39Q: 3 clusters Score -1547256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1547267.000000 Penalty: 3135.877441
	Iteration 40F: 3 clusters Score -1547267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1547277.750000 Penalty: 3135.877441
	Iteration 41Q: 3 clusters Score -1547278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1547282.500000 Penalty: 3135.877441
	Iteration 42Q: 3 clusters Score -1547282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1547293.875000 Penalty: 3135.877441
	Iteration 43Q: 3 clusters Score -1547294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1547296.250000 Penalty: 3135.877441
	Iteration 44Q: 3 clusters Score -1547296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1547301.625000 Penalty: 3135.877441
	Iteration 45Q: 3 clusters Score -1547302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1547308.875000 Penalty: 3135.877441
	Iteration 46Q: 3 clusters Score -1547309 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1547325.250000 Penalty: 3135.877441
	Iteration 47Q: 3 clusters Score -1547325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1547340.125000 Penalty: 3135.877441
	Iteration 48Q: 3 clusters Score -1547340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1547363.750000 Penalty: 3135.877441
	Iteration 49Q: 3 clusters Score -1547364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1547379.000000 Penalty: 3135.877441
	Iteration 50Q: 3 clusters Score -1547379 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1547388.750000 Penalty: 3135.877441
	Iteration 51Q: 3 clusters Score -1547389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1547397.500000 Penalty: 3135.877441
	Iteration 52Q: 3 clusters Score -1547398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1547409.625000 Penalty: 3135.877441
	Iteration 53Q: 3 clusters Score -1547410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1547423.875000 Penalty: 3135.877441
	Iteration 54Q: 3 clusters Score -1547424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1547433.000000 Penalty: 3135.877441
	Iteration 55Q: 3 clusters Score -1547433 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1547447.000000 Penalty: 3135.877441
	Iteration 56Q: 3 clusters Score -1547447 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1547456.250000 Penalty: 3135.877441
	Iteration 57Q: 3 clusters Score -1547456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1547468.625000 Penalty: 3135.877441
	Iteration 58Q: 3 clusters Score -1547469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1547477.250000 Penalty: 3135.877441
	Iteration 59Q: 3 clusters Score -1547477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1547483.875000 Penalty: 3135.877441
	Iteration 60F: 3 clusters Score -1547484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1547492.625000 Penalty: 3135.877441
	Iteration 61Q: 3 clusters Score -1547493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1547497.750000 Penalty: 3135.877441
	Iteration 62Q: 3 clusters Score -1547498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1547501.875000 Penalty: 3135.877441
	Iteration 63Q: 3 clusters Score -1547502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1547508.750000 Penalty: 3135.877441
	Iteration 64Q: 3 clusters Score -1547509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1547515.375000 Penalty: 3135.877441
	Iteration 65Q: 3 clusters Score -1547515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1547519.250000 Penalty: 3135.877441
	Iteration 66Q: 3 clusters Score -1547519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1547521.250000 Penalty: 3135.877441
	Iteration 67Q: 3 clusters Score -1547521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1547523.125000 Penalty: 3135.877441
	Iteration 68Q: 3 clusters Score -1547523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1547537.875000 Penalty: 3135.877441
	Iteration 69Q: 3 clusters Score -1547538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1547543.500000 Penalty: 3135.877441
	Iteration 70Q: 3 clusters Score -1547544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1547544.500000 Penalty: 3135.877441
	Iteration 71Q: 3 clusters Score -1547544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1547551.750000 Penalty: 3135.877441
	Iteration 72Q: 3 clusters Score -1547552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1547557.250000 Penalty: 3135.877441
	Iteration 73Q: 3 clusters Score -1547557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1547566.250000 Penalty: 3135.877441
	Iteration 74Q: 3 clusters Score -1547566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1547567.375000 Penalty: 3135.877441
	Iteration 75Q: 3 clusters Score -1547567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1547571.875000 Penalty: 3135.877441
	Iteration 76Q: 3 clusters Score -1547572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1547579.000000 Penalty: 3135.877441
	Iteration 77Q: 3 clusters Score -1547579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1547584.625000 Penalty: 3135.877441
	Iteration 78Q: 3 clusters Score -1547585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1547590.125000 Penalty: 3135.877441
	Iteration 79Q: 3 clusters Score -1547590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1547598.625000 Penalty: 3135.877441
	Iteration 80F: 3 clusters Score -1547599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1547608.250000 Penalty: 3135.877441
	Iteration 81Q: 3 clusters Score -1547608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1547614.500000 Penalty: 3135.877441
	Iteration 82Q: 3 clusters Score -1547614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1547617.625000 Penalty: 3135.877441
	Iteration 83Q: 3 clusters Score -1547618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1547627.000000 Penalty: 3135.877441
	Iteration 84Q: 3 clusters Score -1547627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1547630.625000 Penalty: 3135.877441
	Iteration 85Q: 3 clusters Score -1547631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1547637.625000 Penalty: 3135.877441
	Iteration 86Q: 3 clusters Score -1547638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1547637.500000 Penalty: 3135.877441
	Iteration 87Q: 3 clusters Score -1547638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1547643.250000 Penalty: 3135.877441
	Iteration 88Q: 3 clusters Score -1547643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1547643.250000 Penalty: 3135.877441
	Iteration 89Q: 3 clusters Score -1547643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1547646.375000 Penalty: 3135.877441
	Iteration 90Q: 3 clusters Score -1547646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1547650.875000 Penalty: 3135.877441
	Iteration 91Q: 3 clusters Score -1547651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1547658.000000 Penalty: 3135.877441
	Iteration 92Q: 3 clusters Score -1547658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1547668.625000 Penalty: 3135.877441
	Iteration 93Q: 3 clusters Score -1547669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1547676.125000 Penalty: 3135.877441
	Iteration 94Q: 3 clusters Score -1547676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1547681.125000 Penalty: 3135.877441
	Iteration 95Q: 3 clusters Score -1547681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1547686.000000 Penalty: 3135.877441
	Iteration 96Q: 3 clusters Score -1547686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1547691.750000 Penalty: 3135.877441
	Iteration 97Q: 3 clusters Score -1547692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1547695.375000 Penalty: 3135.877441
	Iteration 98Q: 3 clusters Score -1547695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1547708.000000 Penalty: 3135.877441
	Iteration 99Q: 3 clusters Score -1547708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1547712.625000 Penalty: 3135.877441
	Iteration 100F: 3 clusters Score -1547713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1547712.500000 Penalty: 3135.877441
	Iteration 101Q: 3 clusters Score -1547712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1547718.875000 Penalty: 3135.877441
	Iteration 102Q: 3 clusters Score -1547719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1547722.500000 Penalty: 3135.877441
	Iteration 103Q: 3 clusters Score -1547722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1547732.375000 Penalty: 3135.877441
	Iteration 104Q: 3 clusters Score -1547732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1547738.125000 Penalty: 3135.877441
	Iteration 105Q: 3 clusters Score -1547738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1547746.625000 Penalty: 3135.877441
	Iteration 106Q: 3 clusters Score -1547747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1547750.875000 Penalty: 3135.877441
	Iteration 107Q: 3 clusters Score -1547751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1547762.250000 Penalty: 3135.877441
	Iteration 108Q: 3 clusters Score -1547762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1547768.125000 Penalty: 3135.877441
	Iteration 109Q: 3 clusters Score -1547768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1547774.375000 Penalty: 3135.877441
	Iteration 110Q: 3 clusters Score -1547774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1547780.875000 Penalty: 3135.877441
	Iteration 111Q: 3 clusters Score -1547781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1547789.375000 Penalty: 3135.877441
	Iteration 112Q: 3 clusters Score -1547789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1547794.250000 Penalty: 3135.877441
	Iteration 113Q: 3 clusters Score -1547794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1547797.625000 Penalty: 3135.877441
	Iteration 114Q: 3 clusters Score -1547798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1547806.000000 Penalty: 3135.877441
	Iteration 115Q: 3 clusters Score -1547806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1547813.875000 Penalty: 3135.877441
	Iteration 116Q: 3 clusters Score -1547814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1547817.000000 Penalty: 3135.877441
	Iteration 117Q: 3 clusters Score -1547817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1547820.000000 Penalty: 3135.877441
	Iteration 118Q: 3 clusters Score -1547820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1547828.375000 Penalty: 3135.877441
	Iteration 119Q: 3 clusters Score -1547828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1547828.625000 Penalty: 3135.877441
	Iteration 120F: 3 clusters Score -1547829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1547830.750000 Penalty: 3135.877441
	Iteration 121Q: 3 clusters Score -1547831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1547831.625000 Penalty: 3135.877441
	Iteration 122Q: 3 clusters Score -1547832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1547835.625000 Penalty: 3135.877441
	Iteration 123Q: 3 clusters Score -1547836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1547840.000000 Penalty: 3135.877441
	Iteration 124Q: 3 clusters Score -1547840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1547842.875000 Penalty: 3135.877441
	Iteration 125Q: 3 clusters Score -1547843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1547849.000000 Penalty: 3135.877441
	Iteration 126Q: 3 clusters Score -1547849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1547851.000000 Penalty: 3135.877441
	Iteration 127Q: 3 clusters Score -1547851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1547850.250000 Penalty: 3135.877441
	Iteration 128Q: 3 clusters Score -1547850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1547852.375000 Penalty: 3135.877441
	Iteration 129Q: 3 clusters Score -1547852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1547848.000000 Penalty: 3135.877441
	Iteration 130Q: 3 clusters Score -1547848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1547850.375000 Penalty: 3135.877441
	Iteration 131Q: 3 clusters Score -1547850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1547850.625000 Penalty: 3135.877441
	Iteration 132Q: 3 clusters Score -1547851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1547856.750000 Penalty: 3135.877441
	Iteration 133Q: 3 clusters Score -1547857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1547855.000000 Penalty: 3135.877441
	Iteration 134Q: 3 clusters Score -1547855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1547855.375000 Penalty: 3135.877441
	Iteration 135Q: 3 clusters Score -1547855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1547857.250000 Penalty: 3135.877441
	Iteration 136Q: 3 clusters Score -1547857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1547858.875000 Penalty: 3135.877441
	Iteration 137Q: 3 clusters Score -1547859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1547855.875000 Penalty: 3135.877441
	Iteration 138Q: 3 clusters Score -1547856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1547854.000000 Penalty: 3135.877441
	Iteration 139Q: 3 clusters Score -1547854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1547858.125000 Penalty: 3135.877441
	Iteration 140F: 3 clusters Score -1547858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1547859.375000 Penalty: 3135.877441
	Iteration 141Q: 3 clusters Score -1547859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1547858.125000 Penalty: 3135.877441
	Iteration 142Q: 3 clusters Score -1547858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1547857.375000 Penalty: 3135.877441
	Iteration 143Q: 3 clusters Score -1547857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1547856.000000 Penalty: 3135.877441
	Iteration 144Q: 3 clusters Score -1547856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1547855.500000 Penalty: 3135.877441
	Iteration 145Q: 3 clusters Score -1547856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1547855.500000 Penalty: 3135.877441
	Iteration 146F: 3 clusters Score -1547856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -1149422.750000 Penalty: 1516.899902
	Iteration 0F: 2 clusters Score -1149423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1141465.125000 Penalty: 3033.799805
	Iteration 0F: 3 clusters Score -1141465 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1144123.250000 Penalty: 3033.799805
	Iteration 1F: 3 clusters Score -1144123 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1144376.875000 Penalty: 3033.799805
	Iteration 2F: 3 clusters Score -1144377 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1144584.750000 Penalty: 3033.799805
	Iteration 3Q: 3 clusters Score -1144585 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1144815.125000 Penalty: 3033.799805
	Iteration 4Q: 3 clusters Score -1144815 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1145067.625000 Penalty: 3033.799805
	Iteration 5Q: 3 clusters Score -1145068 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1145384.125000 Penalty: 3033.799805
	Iteration 6Q: 3 clusters Score -1145384 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1145764.125000 Penalty: 3033.799805
	Iteration 7Q: 3 clusters Score -1145764 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1146178.250000 Penalty: 3033.799805
	Iteration 8Q: 3 clusters Score -1146178 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1146592.500000 Penalty: 3033.799805
	Iteration 9Q: 3 clusters Score -1146592 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1146943.750000 Penalty: 3033.799805
	Iteration 10Q: 3 clusters Score -1146944 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1147242.750000 Penalty: 3033.799805
	Iteration 11Q: 3 clusters Score -1147243 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1147448.125000 Penalty: 3033.799805
	Iteration 12Q: 3 clusters Score -1147448 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1147629.750000 Penalty: 3033.799805
	Iteration 13Q: 3 clusters Score -1147630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1147772.250000 Penalty: 3033.799805
	Iteration 14Q: 3 clusters Score -1147772 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1147883.875000 Penalty: 3033.799805
	Iteration 15Q: 3 clusters Score -1147884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1147963.875000 Penalty: 3033.799805
	Iteration 16Q: 3 clusters Score -1147964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1148022.750000 Penalty: 3033.799805
	Iteration 17Q: 3 clusters Score -1148023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1148058.375000 Penalty: 3033.799805
	Iteration 18Q: 3 clusters Score -1148058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1148088.375000 Penalty: 3033.799805
	Iteration 19Q: 3 clusters Score -1148088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1148100.875000 Penalty: 3033.799805
	Iteration 20F: 3 clusters Score -1148101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1148114.250000 Penalty: 3033.799805
	Iteration 21Q: 3 clusters Score -1148114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1148128.000000 Penalty: 3033.799805
	Iteration 22Q: 3 clusters Score -1148128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1148146.625000 Penalty: 3033.799805
	Iteration 23Q: 3 clusters Score -1148147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1148156.000000 Penalty: 3033.799805
	Iteration 24Q: 3 clusters Score -1148156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1148163.125000 Penalty: 3033.799805
	Iteration 25Q: 3 clusters Score -1148163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1148168.750000 Penalty: 3033.799805
	Iteration 26Q: 3 clusters Score -1148169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1148172.875000 Penalty: 3033.799805
	Iteration 27Q: 3 clusters Score -1148173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1148174.500000 Penalty: 3033.799805
	Iteration 28Q: 3 clusters Score -1148174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1148179.875000 Penalty: 3033.799805
	Iteration 29Q: 3 clusters Score -1148180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1148184.500000 Penalty: 3033.799805
	Iteration 30Q: 3 clusters Score -1148184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1148184.250000 Penalty: 3033.799805
	Iteration 31Q: 3 clusters Score -1148184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1148184.875000 Penalty: 3033.799805
	Iteration 32Q: 3 clusters Score -1148185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1148190.875000 Penalty: 3033.799805
	Iteration 33Q: 3 clusters Score -1148191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1148194.750000 Penalty: 3033.799805
	Iteration 34Q: 3 clusters Score -1148195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1148196.375000 Penalty: 3033.799805
	Iteration 35Q: 3 clusters Score -1148196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1148196.500000 Penalty: 3033.799805
	Iteration 36Q: 3 clusters Score -1148196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1148199.250000 Penalty: 3033.799805
	Iteration 37Q: 3 clusters Score -1148199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1148199.250000 Penalty: 3033.799805
	Iteration 38F: 3 clusters Score -1148199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Entering Unmasked Estep 
Score: -7619729.500000 Penalty: 1819.130127
	Iteration 0F: 2 clusters Score -7619730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7571147.000000 Penalty: 3638.260254
	Iteration 0F: 3 clusters Score -7571147 nChanged 34527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -7591361.000000 Penalty: 3638.260254
	Iteration 1F: 3 clusters Score -7591361 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -7592243.500000 Penalty: 3638.260254
	Iteration 2Q: 3 clusters Score -7592244 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -7593183.500000 Penalty: 3638.260254
	Iteration 3Q: 3 clusters Score -7593184 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7594278.000000 Penalty: 3638.260254
	Iteration 4Q: 3 clusters Score -7594278 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -7595564.500000 Penalty: 3638.260254
	Iteration 5Q: 3 clusters Score -7595564 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -7596935.000000 Penalty: 3638.260254
	Iteration 6Q: 3 clusters Score -7596935 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -7598285.500000 Penalty: 3638.260254
	Iteration 7Q: 3 clusters Score -7598286 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -7599568.000000 Penalty: 3638.260254
	Iteration 8Q: 3 clusters Score -7599568 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7600893.000000 Penalty: 3638.260254
	Iteration 9Q: 3 clusters Score -7600893 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -7602061.000000 Penalty: 3638.260254
	Iteration 10Q: 3 clusters Score -7602061 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -7603204.500000 Penalty: 3638.260254
	Iteration 11Q: 3 clusters Score -7603204 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7604524.500000 Penalty: 3638.260254
	Iteration 12Q: 3 clusters Score -7604524 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -7606188.000000 Penalty: 3638.260254
	Iteration 13Q: 3 clusters Score -7606188 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -7607946.500000 Penalty: 3638.260254
	Iteration 14Q: 3 clusters Score -7607946 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -7609963.500000 Penalty: 3638.260254
	Iteration 15Q: 3 clusters Score -7609964 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -7612034.000000 Penalty: 3638.260254
	Iteration 16Q: 3 clusters Score -7612034 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -7613624.500000 Penalty: 3638.260254
	Iteration 17Q: 3 clusters Score -7613624 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -7614774.000000 Penalty: 3638.260254
	Iteration 18Q: 3 clusters Score -7614774 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -7615583.500000 Penalty: 3638.260254
	Iteration 19Q: 3 clusters Score -7615584 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -7616196.500000 Penalty: 3638.260254
	Iteration 20F: 3 clusters Score -7616196 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -7616654.500000 Penalty: 3638.260254
	Iteration 21Q: 3 clusters Score -7616654 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7617018.000000 Penalty: 3638.260254
	Iteration 22Q: 3 clusters Score -7617018 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -7617325.000000 Penalty: 3638.260254
	Iteration 23Q: 3 clusters Score -7617325 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7617578.500000 Penalty: 3638.260254
	Iteration 24Q: 3 clusters Score -7617578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7617752.500000 Penalty: 3638.260254
	Iteration 25Q: 3 clusters Score -7617752 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7617862.500000 Penalty: 3638.260254
	Iteration 26Q: 3 clusters Score -7617862 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7617988.500000 Penalty: 3638.260254
	Iteration 27Q: 3 clusters Score -7617988 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7618073.000000 Penalty: 3638.260254
	Iteration 28Q: 3 clusters Score -7618073 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7618165.500000 Penalty: 3638.260254
	Iteration 29Q: 3 clusters Score -7618166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7618212.000000 Penalty: 3638.260254
	Iteration 30Q: 3 clusters Score -7618212 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7618258.000000 Penalty: 3638.260254
	Iteration 31Q: 3 clusters Score -7618258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7618310.000000 Penalty: 3638.260254
	Iteration 32Q: 3 clusters Score -7618310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7618357.500000 Penalty: 3638.260254
	Iteration 33Q: 3 clusters Score -7618358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7618388.500000 Penalty: 3638.260254
	Iteration 34Q: 3 clusters Score -7618388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7618412.000000 Penalty: 3638.260254
	Iteration 35Q: 3 clusters Score -7618412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7618446.500000 Penalty: 3638.260254
	Iteration 36Q: 3 clusters Score -7618446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7618455.000000 Penalty: 3638.260254
	Iteration 37Q: 3 clusters Score -7618455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7618490.500000 Penalty: 3638.260254
	Iteration 38Q: 3 clusters Score -7618490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7618518.500000 Penalty: 3638.260254
	Iteration 39Q: 3 clusters Score -7618518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7618529.000000 Penalty: 3638.260254
	Iteration 40F: 3 clusters Score -7618529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7618545.000000 Penalty: 3638.260254
	Iteration 41Q: 3 clusters Score -7618545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7618551.500000 Penalty: 3638.260254
	Iteration 42Q: 3 clusters Score -7618552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7618560.500000 Penalty: 3638.260254
	Iteration 43Q: 3 clusters Score -7618560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7618571.500000 Penalty: 3638.260254
	Iteration 44Q: 3 clusters Score -7618572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7618576.000000 Penalty: 3638.260254
	Iteration 45Q: 3 clusters Score -7618576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7618580.000000 Penalty: 3638.260254
	Iteration 46Q: 3 clusters Score -7618580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7618576.500000 Penalty: 3638.260254
	Iteration 47Q: 3 clusters Score -7618576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7618583.500000 Penalty: 3638.260254
	Iteration 48Q: 3 clusters Score -7618584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7618597.000000 Penalty: 3638.260254
	Iteration 49Q: 3 clusters Score -7618597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7618591.000000 Penalty: 3638.260254
	Iteration 50Q: 3 clusters Score -7618591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7618594.500000 Penalty: 3638.260254
	Iteration 51Q: 3 clusters Score -7618594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7618593.500000 Penalty: 3638.260254
	Iteration 52Q: 3 clusters Score -7618594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7618591.500000 Penalty: 3638.260254
	Iteration 53Q: 3 clusters Score -7618592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7618588.000000 Penalty: 3638.260254
	Iteration 54Q: 3 clusters Score -7618588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7618591.000000 Penalty: 3638.260254
	Iteration 55Q: 3 clusters Score -7618591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7618590.000000 Penalty: 3638.260254
	Iteration 56Q: 3 clusters Score -7618590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7618590.000000 Penalty: 3638.260254
	Iteration 57F: 3 clusters Score -7618590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -162353.468750 Penalty: 1229.441406
	Iteration 0F: 2 clusters Score -162353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -160342.218750 Penalty: 2458.882812
	Iteration 0F: 3 clusters Score -160342.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -161029.234375 Penalty: 2458.882812
	Iteration 1F: 3 clusters Score -161029.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161305.187500 Penalty: 2458.882812
	Iteration 2F: 3 clusters Score -161305.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161446.656250 Penalty: 2458.882812
	Iteration 3F: 3 clusters Score -161446.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -161575.296875 Penalty: 2458.882812
	Iteration 4F: 3 clusters Score -161575.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -161698.421875 Penalty: 2458.882812
	Iteration 5Q: 3 clusters Score -161698.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161792.546875 Penalty: 2458.882812
	Iteration 6Q: 3 clusters Score -161792.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -161847.750000 Penalty: 2458.882812
	Iteration 7Q: 3 clusters Score -161847.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -161884.062500 Penalty: 2458.882812
	Iteration 8Q: 3 clusters Score -161884.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161934.453125 Penalty: 2458.882812
	Iteration 9Q: 3 clusters Score -161934.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -161969.109375 Penalty: 2458.882812
	Iteration 10Q: 3 clusters Score -161969.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -161993.625000 Penalty: 2458.882812
	Iteration 11Q: 3 clusters Score -161993.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162017.562500 Penalty: 2458.882812
	Iteration 12Q: 3 clusters Score -162017.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -162039.000000 Penalty: 2458.882812
	Iteration 13Q: 3 clusters Score -162039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -162078.250000 Penalty: 2458.882812
	Iteration 14Q: 3 clusters Score -162078.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -162121.187500 Penalty: 2458.882812
	Iteration 15Q: 3 clusters Score -162121.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -162153.890625 Penalty: 2458.882812
	Iteration 16Q: 3 clusters Score -162153.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -162185.296875 Penalty: 2458.882812
	Iteration 17Q: 3 clusters Score -162185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -162207.625000 Penalty: 2458.882812
	Iteration 18Q: 3 clusters Score -162207.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -162230.078125 Penalty: 2458.882812
	Iteration 19Q: 3 clusters Score -162230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -162256.625000 Penalty: 2458.882812
	Iteration 20F: 3 clusters Score -162256.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162281.687500 Penalty: 2458.882812
	Iteration 21Q: 3 clusters Score -162281.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -162305.140625 Penalty: 2458.882812
	Iteration 22Q: 3 clusters Score -162305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162318.421875 Penalty: 2458.882812
	Iteration 23Q: 3 clusters Score -162318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -162321.828125 Penalty: 2458.882812
	Iteration 24Q: 3 clusters Score -162321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -162323.125000 Penalty: 2458.882812
	Iteration 25Q: 3 clusters Score -162323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -162324.828125 Penalty: 2458.882812
	Iteration 26Q: 3 clusters Score -162324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -162326.484375 Penalty: 2458.882812
	Iteration 27Q: 3 clusters Score -162326.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -162329.140625 Penalty: 2458.882812
	Iteration 28Q: 3 clusters Score -162329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -162333.375000 Penalty: 2458.882812
	Iteration 29Q: 3 clusters Score -162333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -162339.750000 Penalty: 2458.882812
	Iteration 30Q: 3 clusters Score -162339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162348.109375 Penalty: 2458.882812
	Iteration 31Q: 3 clusters Score -162348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162360.812500 Penalty: 2458.882812
	Iteration 32Q: 3 clusters Score -162360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162373.468750 Penalty: 2458.882812
	Iteration 33Q: 3 clusters Score -162373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162379.765625 Penalty: 2458.882812
	Iteration 34Q: 3 clusters Score -162379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -162383.093750 Penalty: 2458.882812
	Iteration 35Q: 3 clusters Score -162383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162388.125000 Penalty: 2458.882812
	Iteration 36Q: 3 clusters Score -162388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -162390.328125 Penalty: 2458.882812
	Iteration 37Q: 3 clusters Score -162390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -162391.171875 Penalty: 2458.882812
	Iteration 38Q: 3 clusters Score -162391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162394.187500 Penalty: 2458.882812
	Iteration 39Q: 3 clusters Score -162394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162396.953125 Penalty: 2458.882812
	Iteration 40F: 3 clusters Score -162397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162399.171875 Penalty: 2458.882812
	Iteration 41Q: 3 clusters Score -162399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162400.453125 Penalty: 2458.882812
	Iteration 42Q: 3 clusters Score -162400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162403.421875 Penalty: 2458.882812
	Iteration 43Q: 3 clusters Score -162403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162407.703125 Penalty: 2458.882812
	Iteration 44Q: 3 clusters Score -162407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -162411.171875 Penalty: 2458.882812
	Iteration 45Q: 3 clusters Score -162411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162415.421875 Penalty: 2458.882812
	Iteration 46Q: 3 clusters Score -162415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162418.828125 Penalty: 2458.882812
	Iteration 47Q: 3 clusters Score -162418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162420.125000 Penalty: 2458.882812
	Iteration 48Q: 3 clusters Score -162420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162426.203125 Penalty: 2458.882812
	Iteration 49Q: 3 clusters Score -162426.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162454.453125 Penalty: 2458.882812
	Iteration 50Q: 3 clusters Score -162454.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -162466.000000 Penalty: 2458.882812
	Iteration 51Q: 3 clusters Score -162466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162484.796875 Penalty: 2458.882812
	Iteration 52Q: 3 clusters Score -162484.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162499.609375 Penalty: 2458.882812
	Iteration 53Q: 3 clusters Score -162499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162515.328125 Penalty: 2458.882812
	Iteration 54Q: 3 clusters Score -162515.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162527.578125 Penalty: 2458.882812
	Iteration 55Q: 3 clusters Score -162527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162533.125000 Penalty: 2458.882812
	Iteration 56Q: 3 clusters Score -162533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -162539.593750 Penalty: 2458.882812
	Iteration 57Q: 3 clusters Score -162539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162543.343750 Penalty: 2458.882812
	Iteration 58Q: 3 clusters Score -162543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162545.109375 Penalty: 2458.882812
	Iteration 59Q: 3 clusters Score -162545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162545.453125 Penalty: 2458.882812
	Iteration 60F: 3 clusters Score -162545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162547.750000 Penalty: 2458.882812
	Iteration 61Q: 3 clusters Score -162547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162554.734375 Penalty: 2458.882812
	Iteration 62Q: 3 clusters Score -162554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162558.203125 Penalty: 2458.882812
	Iteration 63Q: 3 clusters Score -162558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162558.968750 Penalty: 2458.882812
	Iteration 64Q: 3 clusters Score -162559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -162560.265625 Penalty: 2458.882812
	Iteration 65Q: 3 clusters Score -162560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162560.984375 Penalty: 2458.882812
	Iteration 66Q: 3 clusters Score -162561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162560.984375 Penalty: 2458.882812
	Iteration 67F: 3 clusters Score -162561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112917 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4354 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 868 members 
Entering Unmasked Estep 
Score: -154068048.000000 Penalty: 111104.703125
Splitting cluster 13 changes total score from -154068944.000000 to -154068048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -593714.250000 Penalty: 1412.802124
	Iteration 0F: 2 clusters Score -593714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -589141.375000 Penalty: 2825.604248
	Iteration 0F: 3 clusters Score -589141.4 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -590710.500000 Penalty: 2825.604248
	Iteration 1F: 3 clusters Score -590710.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -591171.375000 Penalty: 2825.604248
	Iteration 2F: 3 clusters Score -591171.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -591613.625000 Penalty: 2825.604248
	Iteration 3F: 3 clusters Score -591613.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -591963.250000 Penalty: 2825.604248
	Iteration 4F: 3 clusters Score -591963.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -592248.187500 Penalty: 2825.604248
	Iteration 5F: 3 clusters Score -592248.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -592456.000000 Penalty: 2825.604248
	Iteration 6Q: 3 clusters Score -592456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -592599.625000 Penalty: 2825.604248
	Iteration 7Q: 3 clusters Score -592599.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -592707.750000 Penalty: 2825.604248
	Iteration 8Q: 3 clusters Score -592707.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -592838.875000 Penalty: 2825.604248
	Iteration 9Q: 3 clusters Score -592838.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -593060.937500 Penalty: 2825.604248
	Iteration 10Q: 3 clusters Score -593060.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -593343.562500 Penalty: 2825.604248
	Iteration 11Q: 3 clusters Score -593343.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -593505.187500 Penalty: 2825.604248
	Iteration 12Q: 3 clusters Score -593505.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -593578.375000 Penalty: 2825.604248
	Iteration 13Q: 3 clusters Score -593578.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -593619.750000 Penalty: 2825.604248
	Iteration 14Q: 3 clusters Score -593619.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -593640.812500 Penalty: 2825.604248
	Iteration 15Q: 3 clusters Score -593640.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -593655.812500 Penalty: 2825.604248
	Iteration 16Q: 3 clusters Score -593655.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -593664.500000 Penalty: 2825.604248
	Iteration 17Q: 3 clusters Score -593664.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -593667.562500 Penalty: 2825.604248
	Iteration 18Q: 3 clusters Score -593667.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -593670.062500 Penalty: 2825.604248
	Iteration 19Q: 3 clusters Score -593670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -593672.250000 Penalty: 2825.604248
	Iteration 20F: 3 clusters Score -593672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -593675.375000 Penalty: 2825.604248
	Iteration 21Q: 3 clusters Score -593675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -593676.250000 Penalty: 2825.604248
	Iteration 22Q: 3 clusters Score -593676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -593676.437500 Penalty: 2825.604248
	Iteration 23Q: 3 clusters Score -593676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -593676.250000 Penalty: 2825.604248
	Iteration 24Q: 3 clusters Score -593676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -593677.187500 Penalty: 2825.604248
	Iteration 25Q: 3 clusters Score -593677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -593678.937500 Penalty: 2825.604248
	Iteration 26Q: 3 clusters Score -593678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -593676.937500 Penalty: 2825.604248
	Iteration 27Q: 3 clusters Score -593676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -593677.562500 Penalty: 2825.604248
	Iteration 28Q: 3 clusters Score -593677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -593677.562500 Penalty: 2825.604248
	Iteration 29Q: 3 clusters Score -593677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -593677.500000 Penalty: 2825.604248
	Iteration 30Q: 3 clusters Score -593677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -593677.500000 Penalty: 2825.604248
	Iteration 31F: 3 clusters Score -593677.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168369 members 
Entering Unmasked Estep 
Score: -17679904.000000 Penalty: 1955.510986
	Iteration 0F: 2 clusters Score -1.76799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -17581532.000000 Penalty: 3911.021973
	Iteration 0F: 3 clusters Score -1.758153e+07 nChanged 81585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -17631374.000000 Penalty: 3911.021973
	Iteration 1F: 3 clusters Score -1.763137e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -17633616.000000 Penalty: 3911.021973
	Iteration 2Q: 3 clusters Score -1.763362e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98788 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -17637298.000000 Penalty: 3911.021973
	Iteration 3Q: 3 clusters Score -1.76373e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -17642930.000000 Penalty: 3911.021973
	Iteration 4F: 3 clusters Score -1.764293e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111850 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -17650632.000000 Penalty: 3911.021973
	Iteration 5F: 3 clusters Score -1.765063e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -17659638.000000 Penalty: 3911.021973
	Iteration 6F: 3 clusters Score -1.765964e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -17666982.000000 Penalty: 3911.021973
	Iteration 7F: 3 clusters Score -1.766698e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124484 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -17670988.000000 Penalty: 3911.021973
	Iteration 8Q: 3 clusters Score -1.767099e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -17672566.000000 Penalty: 3911.021973
	Iteration 9Q: 3 clusters Score -1.767257e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -17673456.000000 Penalty: 3911.021973
	Iteration 10Q: 3 clusters Score -1.767346e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -17674398.000000 Penalty: 3911.021973
	Iteration 11Q: 3 clusters Score -1.76744e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -17675318.000000 Penalty: 3911.021973
	Iteration 12Q: 3 clusters Score -1.767532e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -17676078.000000 Penalty: 3911.021973
	Iteration 13Q: 3 clusters Score -1.767608e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -17677034.000000 Penalty: 3911.021973
	Iteration 14Q: 3 clusters Score -1.767703e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138686 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -17677874.000000 Penalty: 3911.021973
	Iteration 15Q: 3 clusters Score -1.767787e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -17678716.000000 Penalty: 3911.021973
	Iteration 16Q: 3 clusters Score -1.767872e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -17679408.000000 Penalty: 3911.021973
	Iteration 17Q: 3 clusters Score -1.767941e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -17679784.000000 Penalty: 3911.021973
	Iteration 18Q: 3 clusters Score -1.767978e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -17680086.000000 Penalty: 3911.021973
	Iteration 19Q: 3 clusters Score -1.768009e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147520 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -17680184.000000 Penalty: 3911.021973
	Iteration 20F: 3 clusters Score -1.768018e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148803 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -17680182.000000 Penalty: 3911.021973
	Iteration 21Q: 3 clusters Score -1.768018e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -17680046.000000 Penalty: 3911.021973
	Iteration 22Q: 3 clusters Score -1.768005e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -17680024.000000 Penalty: 3911.021973
	Iteration 23Q: 3 clusters Score -1.768002e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -17680020.000000 Penalty: 3911.021973
	Iteration 24Q: 3 clusters Score -1.768002e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -17679922.000000 Penalty: 3911.021973
	Iteration 25Q: 3 clusters Score -1.767992e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -17679860.000000 Penalty: 3911.021973
	Iteration 26Q: 3 clusters Score -1.767986e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -17679890.000000 Penalty: 3911.021973
	Iteration 27Q: 3 clusters Score -1.767989e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -17679800.000000 Penalty: 3911.021973
	Iteration 28Q: 3 clusters Score -1.76798e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -17679804.000000 Penalty: 3911.021973
	Iteration 29Q: 3 clusters Score -1.76798e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -17679716.000000 Penalty: 3911.021973
	Iteration 30Q: 3 clusters Score -1.767972e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -17679642.000000 Penalty: 3911.021973
	Iteration 31Q: 3 clusters Score -1.767964e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -17679544.000000 Penalty: 3911.021973
	Iteration 32Q: 3 clusters Score -1.767954e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -17679538.000000 Penalty: 3911.021973
	Iteration 33Q: 3 clusters Score -1.767954e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -17679604.000000 Penalty: 3911.021973
	Iteration 34Q: 3 clusters Score -1.76796e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157276 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -17679596.000000 Penalty: 3911.021973
	Iteration 35Q: 3 clusters Score -1.76796e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -17679632.000000 Penalty: 3911.021973
	Iteration 36Q: 3 clusters Score -1.767963e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157918 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -17679540.000000 Penalty: 3911.021973
	Iteration 37Q: 3 clusters Score -1.767954e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -17679546.000000 Penalty: 3911.021973
	Iteration 38Q: 3 clusters Score -1.767955e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -17679514.000000 Penalty: 3911.021973
	Iteration 39Q: 3 clusters Score -1.767951e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -17679450.000000 Penalty: 3911.021973
	Iteration 40F: 3 clusters Score -1.767945e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159075 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -17679420.000000 Penalty: 3911.021973
	Iteration 41Q: 3 clusters Score -1.767942e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -17679374.000000 Penalty: 3911.021973
	Iteration 42Q: 3 clusters Score -1.767937e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -17679358.000000 Penalty: 3911.021973
	Iteration 43Q: 3 clusters Score -1.767936e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159839 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -17679350.000000 Penalty: 3911.021973
	Iteration 44Q: 3 clusters Score -1.767935e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -17679304.000000 Penalty: 3911.021973
	Iteration 45Q: 3 clusters Score -1.76793e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160305 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -17679322.000000 Penalty: 3911.021973
	Iteration 46Q: 3 clusters Score -1.767932e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160541 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -17679296.000000 Penalty: 3911.021973
	Iteration 47Q: 3 clusters Score -1.76793e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -17679228.000000 Penalty: 3911.021973
	Iteration 48Q: 3 clusters Score -1.767923e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161015 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -17679254.000000 Penalty: 3911.021973
	Iteration 49Q: 3 clusters Score -1.767925e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -17679268.000000 Penalty: 3911.021973
	Iteration 50Q: 3 clusters Score -1.767927e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -17679202.000000 Penalty: 3911.021973
	Iteration 51Q: 3 clusters Score -1.76792e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -17679204.000000 Penalty: 3911.021973
	Iteration 52Q: 3 clusters Score -1.76792e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -17679238.000000 Penalty: 3911.021973
	Iteration 53Q: 3 clusters Score -1.767924e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -17679286.000000 Penalty: 3911.021973
	Iteration 54Q: 3 clusters Score -1.767929e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -17679220.000000 Penalty: 3911.021973
	Iteration 55Q: 3 clusters Score -1.767922e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -17679202.000000 Penalty: 3911.021973
	Iteration 56Q: 3 clusters Score -1.76792e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162338 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -17679214.000000 Penalty: 3911.021973
	Iteration 57Q: 3 clusters Score -1.767921e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162455 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -17679244.000000 Penalty: 3911.021973
	Iteration 58Q: 3 clusters Score -1.767924e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -17679250.000000 Penalty: 3911.021973
	Iteration 59Q: 3 clusters Score -1.767925e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162667 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -17679194.000000 Penalty: 3911.021973
	Iteration 60F: 3 clusters Score -1.767919e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -17679198.000000 Penalty: 3911.021973
	Iteration 61Q: 3 clusters Score -1.76792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -17679192.000000 Penalty: 3911.021973
	Iteration 62Q: 3 clusters Score -1.767919e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 63Q: 3 clusters Score -1.767919e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -17679160.000000 Penalty: 3911.021973
	Iteration 64Q: 3 clusters Score -1.767916e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163031 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -17679192.000000 Penalty: 3911.021973
	Iteration 65Q: 3 clusters Score -1.767919e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -17679204.000000 Penalty: 3911.021973
	Iteration 66Q: 3 clusters Score -1.76792e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -17679198.000000 Penalty: 3911.021973
	Iteration 67Q: 3 clusters Score -1.76792e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -17679200.000000 Penalty: 3911.021973
	Iteration 68Q: 3 clusters Score -1.76792e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -17679206.000000 Penalty: 3911.021973
	Iteration 69Q: 3 clusters Score -1.767921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -17679234.000000 Penalty: 3911.021973
	Iteration 70Q: 3 clusters Score -1.767923e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -17679262.000000 Penalty: 3911.021973
	Iteration 71Q: 3 clusters Score -1.767926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -17679256.000000 Penalty: 3911.021973
	Iteration 72Q: 3 clusters Score -1.767926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -17679262.000000 Penalty: 3911.021973
	Iteration 73Q: 3 clusters Score -1.767926e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -17679234.000000 Penalty: 3911.021973
	Iteration 74Q: 3 clusters Score -1.767923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -17679226.000000 Penalty: 3911.021973
	Iteration 75Q: 3 clusters Score -1.767923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163585 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -17679222.000000 Penalty: 3911.021973
	Iteration 76Q: 3 clusters Score -1.767922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163623 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -17679196.000000 Penalty: 3911.021973
	Iteration 77Q: 3 clusters Score -1.76792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -17679210.000000 Penalty: 3911.021973
	Iteration 78Q: 3 clusters Score -1.767921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -17679216.000000 Penalty: 3911.021973
	Iteration 79Q: 3 clusters Score -1.767922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -17679202.000000 Penalty: 3911.021973
	Iteration 80F: 3 clusters Score -1.76792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -17679192.000000 Penalty: 3911.021973
	Iteration 81Q: 3 clusters Score -1.767919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163766 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -17679198.000000 Penalty: 3911.021973
	Iteration 82Q: 3 clusters Score -1.76792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163788 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -17679198.000000 Penalty: 3911.021973
	Iteration 83Q: 3 clusters Score -1.76792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -17679200.000000 Penalty: 3911.021973
	Iteration 84Q: 3 clusters Score -1.76792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163815 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -17679192.000000 Penalty: 3911.021973
	Iteration 85Q: 3 clusters Score -1.767919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163833 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 86Q: 3 clusters Score -1.767919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -17679184.000000 Penalty: 3911.021973
	Iteration 87Q: 3 clusters Score -1.767918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 88Q: 3 clusters Score -1.767918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -17679184.000000 Penalty: 3911.021973
	Iteration 89Q: 3 clusters Score -1.767918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 90Q: 3 clusters Score -1.767918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 91Q: 3 clusters Score -1.767919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163967 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -17679168.000000 Penalty: 3911.021973
	Iteration 92Q: 3 clusters Score -1.767917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -17679162.000000 Penalty: 3911.021973
	Iteration 93Q: 3 clusters Score -1.767916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 94Q: 3 clusters Score -1.767919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 95Q: 3 clusters Score -1.767918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 96Q: 3 clusters Score -1.767919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -17679160.000000 Penalty: 3911.021973
	Iteration 97Q: 3 clusters Score -1.767916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164078 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -17679172.000000 Penalty: 3911.021973
	Iteration 98Q: 3 clusters Score -1.767917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -17679164.000000 Penalty: 3911.021973
	Iteration 99Q: 3 clusters Score -1.767916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -17679172.000000 Penalty: 3911.021973
	Iteration 100F: 3 clusters Score -1.767917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -17679176.000000 Penalty: 3911.021973
	Iteration 101Q: 3 clusters Score -1.767918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 102Q: 3 clusters Score -1.767918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164148 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 103Q: 3 clusters Score -1.767919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164161 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 104Q: 3 clusters Score -1.767919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 105Q: 3 clusters Score -1.767919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164187 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -17679184.000000 Penalty: 3911.021973
	Iteration 106Q: 3 clusters Score -1.767918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -17679168.000000 Penalty: 3911.021973
	Iteration 107Q: 3 clusters Score -1.767917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 108Q: 3 clusters Score -1.767919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -17679204.000000 Penalty: 3911.021973
	Iteration 109Q: 3 clusters Score -1.76792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -17679202.000000 Penalty: 3911.021973
	Iteration 110Q: 3 clusters Score -1.76792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164259 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -17679172.000000 Penalty: 3911.021973
	Iteration 111Q: 3 clusters Score -1.767917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 112Q: 3 clusters Score -1.767918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 113Q: 3 clusters Score -1.767918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 114Q: 3 clusters Score -1.767918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -17679164.000000 Penalty: 3911.021973
	Iteration 115Q: 3 clusters Score -1.767916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -17679176.000000 Penalty: 3911.021973
	Iteration 116Q: 3 clusters Score -1.767918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 117Q: 3 clusters Score -1.767918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164328 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -17679174.000000 Penalty: 3911.021973
	Iteration 118Q: 3 clusters Score -1.767917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 119Q: 3 clusters Score -1.767918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -17679190.000000 Penalty: 3911.021973
	Iteration 120F: 3 clusters Score -1.767919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 121Q: 3 clusters Score -1.767919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 122Q: 3 clusters Score -1.767919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 123Q: 3 clusters Score -1.767918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164396 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -17679190.000000 Penalty: 3911.021973
	Iteration 124Q: 3 clusters Score -1.767919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 125Q: 3 clusters Score -1.767919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164409 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -17679176.000000 Penalty: 3911.021973
	Iteration 126Q: 3 clusters Score -1.767918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164414 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 127Q: 3 clusters Score -1.767918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 128Q: 3 clusters Score -1.767918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164430 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -17679196.000000 Penalty: 3911.021973
	Iteration 129Q: 3 clusters Score -1.76792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164439 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -17679190.000000 Penalty: 3911.021973
	Iteration 130Q: 3 clusters Score -1.767919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 131Q: 3 clusters Score -1.767919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -17679184.000000 Penalty: 3911.021973
	Iteration 132Q: 3 clusters Score -1.767918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164479 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 133Q: 3 clusters Score -1.767918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -17679174.000000 Penalty: 3911.021973
	Iteration 134Q: 3 clusters Score -1.767917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 135Q: 3 clusters Score -1.767918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164515 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 136Q: 3 clusters Score -1.767919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 137Q: 3 clusters Score -1.767918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 138Q: 3 clusters Score -1.767918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17679172.000000 Penalty: 3911.021973
	Iteration 139Q: 3 clusters Score -1.767917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164550 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 140F: 3 clusters Score -1.767918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -17679166.000000 Penalty: 3911.021973
	Iteration 141Q: 3 clusters Score -1.767917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -17679168.000000 Penalty: 3911.021973
	Iteration 142Q: 3 clusters Score -1.767917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 143Q: 3 clusters Score -1.767918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164618 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -17679170.000000 Penalty: 3911.021973
	Iteration 144Q: 3 clusters Score -1.767917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -17679178.000000 Penalty: 3911.021973
	Iteration 145Q: 3 clusters Score -1.767918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164648 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -17679176.000000 Penalty: 3911.021973
	Iteration 146Q: 3 clusters Score -1.767918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 147Q: 3 clusters Score -1.767918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164661 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -17679174.000000 Penalty: 3911.021973
	Iteration 148Q: 3 clusters Score -1.767917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -17679168.000000 Penalty: 3911.021973
	Iteration 149Q: 3 clusters Score -1.767917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -17679170.000000 Penalty: 3911.021973
	Iteration 150Q: 3 clusters Score -1.767917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -17679168.000000 Penalty: 3911.021973
	Iteration 151Q: 3 clusters Score -1.767917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 152Q: 3 clusters Score -1.767919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164699 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 153Q: 3 clusters Score -1.767918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 154Q: 3 clusters Score -1.767918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -17679180.000000 Penalty: 3911.021973
	Iteration 155Q: 3 clusters Score -1.767918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164711 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -17679190.000000 Penalty: 3911.021973
	Iteration 156Q: 3 clusters Score -1.767919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -17679202.000000 Penalty: 3911.021973
	Iteration 157Q: 3 clusters Score -1.76792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -17679208.000000 Penalty: 3911.021973
	Iteration 158Q: 3 clusters Score -1.767921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -17679202.000000 Penalty: 3911.021973
	Iteration 159Q: 3 clusters Score -1.76792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -17679216.000000 Penalty: 3911.021973
	Iteration 160F: 3 clusters Score -1.767922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -17679214.000000 Penalty: 3911.021973
	Iteration 161Q: 3 clusters Score -1.767921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 162Q: 3 clusters Score -1.767919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -17679196.000000 Penalty: 3911.021973
	Iteration 163Q: 3 clusters Score -1.76792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -17679184.000000 Penalty: 3911.021973
	Iteration 164Q: 3 clusters Score -1.767918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164785 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -17679182.000000 Penalty: 3911.021973
	Iteration 165Q: 3 clusters Score -1.767918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -17679186.000000 Penalty: 3911.021973
	Iteration 166Q: 3 clusters Score -1.767919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 167Q: 3 clusters Score -1.767919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -17679188.000000 Penalty: 3911.021973
	Iteration 168F: 3 clusters Score -1.767919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -434992.812500 Penalty: 1371.831299
	Iteration 0F: 2 clusters Score -434992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -431216.125000 Penalty: 2743.662598
	Iteration 0F: 3 clusters Score -431216.1 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -432287.812500 Penalty: 2743.662598
	Iteration 1F: 3 clusters Score -432287.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -432562.906250 Penalty: 2743.662598
	Iteration 2F: 3 clusters Score -432562.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -432782.250000 Penalty: 2743.662598
	Iteration 3F: 3 clusters Score -432782.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -432964.687500 Penalty: 2743.662598
	Iteration 4F: 3 clusters Score -432964.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -433114.281250 Penalty: 2743.662598
	Iteration 5Q: 3 clusters Score -433114.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -433259.562500 Penalty: 2743.662598
	Iteration 6Q: 3 clusters Score -433259.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -433365.781250 Penalty: 2743.662598
	Iteration 7Q: 3 clusters Score -433365.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -433455.937500 Penalty: 2743.662598
	Iteration 8Q: 3 clusters Score -433455.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -433532.531250 Penalty: 2743.662598
	Iteration 9Q: 3 clusters Score -433532.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -433600.250000 Penalty: 2743.662598
	Iteration 10Q: 3 clusters Score -433600.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -433648.125000 Penalty: 2743.662598
	Iteration 11Q: 3 clusters Score -433648.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -433679.937500 Penalty: 2743.662598
	Iteration 12Q: 3 clusters Score -433679.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -433706.437500 Penalty: 2743.662598
	Iteration 13Q: 3 clusters Score -433706.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -433737.906250 Penalty: 2743.662598
	Iteration 14Q: 3 clusters Score -433737.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -433766.593750 Penalty: 2743.662598
	Iteration 15Q: 3 clusters Score -433766.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -433801.875000 Penalty: 2743.662598
	Iteration 16Q: 3 clusters Score -433801.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -433841.437500 Penalty: 2743.662598
	Iteration 17Q: 3 clusters Score -433841.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -433876.906250 Penalty: 2743.662598
	Iteration 18Q: 3 clusters Score -433876.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -433924.062500 Penalty: 2743.662598
	Iteration 19Q: 3 clusters Score -433924.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -433966.906250 Penalty: 2743.662598
	Iteration 20F: 3 clusters Score -433966.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -434016.468750 Penalty: 2743.662598
	Iteration 21Q: 3 clusters Score -434016.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -434067.562500 Penalty: 2743.662598
	Iteration 22Q: 3 clusters Score -434067.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -434125.531250 Penalty: 2743.662598
	Iteration 23Q: 3 clusters Score -434125.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -434175.343750 Penalty: 2743.662598
	Iteration 24Q: 3 clusters Score -434175.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -434223.406250 Penalty: 2743.662598
	Iteration 25Q: 3 clusters Score -434223.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -434271.031250 Penalty: 2743.662598
	Iteration 26Q: 3 clusters Score -434271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -434311.968750 Penalty: 2743.662598
	Iteration 27Q: 3 clusters Score -434312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -434358.500000 Penalty: 2743.662598
	Iteration 28Q: 3 clusters Score -434358.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -434391.062500 Penalty: 2743.662598
	Iteration 29Q: 3 clusters Score -434391.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -434414.343750 Penalty: 2743.662598
	Iteration 30Q: 3 clusters Score -434414.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -434430.625000 Penalty: 2743.662598
	Iteration 31Q: 3 clusters Score -434430.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -434444.593750 Penalty: 2743.662598
	Iteration 32Q: 3 clusters Score -434444.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -434453.812500 Penalty: 2743.662598
	Iteration 33Q: 3 clusters Score -434453.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -434466.906250 Penalty: 2743.662598
	Iteration 34Q: 3 clusters Score -434466.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -434476.375000 Penalty: 2743.662598
	Iteration 35Q: 3 clusters Score -434476.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -434485.093750 Penalty: 2743.662598
	Iteration 36Q: 3 clusters Score -434485.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -434495.000000 Penalty: 2743.662598
	Iteration 37Q: 3 clusters Score -434495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -434499.781250 Penalty: 2743.662598
	Iteration 38Q: 3 clusters Score -434499.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -434506.156250 Penalty: 2743.662598
	Iteration 39Q: 3 clusters Score -434506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -434507.625000 Penalty: 2743.662598
	Iteration 40F: 3 clusters Score -434507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -434511.468750 Penalty: 2743.662598
	Iteration 41Q: 3 clusters Score -434511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -434513.125000 Penalty: 2743.662598
	Iteration 42Q: 3 clusters Score -434513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -434513.687500 Penalty: 2743.662598
	Iteration 43Q: 3 clusters Score -434513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -434514.406250 Penalty: 2743.662598
	Iteration 44Q: 3 clusters Score -434514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -434514.406250 Penalty: 2743.662598
	Iteration 45F: 3 clusters Score -434514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Entering Unmasked Estep 
Score: -6927408.000000 Penalty: 1801.924683
	Iteration 0F: 2 clusters Score -6927408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -6883614.000000 Penalty: 3603.849365
	Iteration 0F: 3 clusters Score -6883614 nChanged 30880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -6901667.500000 Penalty: 3603.849365
	Iteration 1F: 3 clusters Score -6901668 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -6902308.500000 Penalty: 3603.849365
	Iteration 2Q: 3 clusters Score -6902308 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -6903039.000000 Penalty: 3603.849365
	Iteration 3Q: 3 clusters Score -6903039 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -6903914.000000 Penalty: 3603.849365
	Iteration 4Q: 3 clusters Score -6903914 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -6905077.500000 Penalty: 3603.849365
	Iteration 5Q: 3 clusters Score -6905078 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -6906584.500000 Penalty: 3603.849365
	Iteration 6Q: 3 clusters Score -6906584 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -6908790.500000 Penalty: 3603.849365
	Iteration 7F: 3 clusters Score -6908790 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6911349.500000 Penalty: 3603.849365
	Iteration 8F: 3 clusters Score -6911350 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -6913832.500000 Penalty: 3603.849365
	Iteration 9F: 3 clusters Score -6913832 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -6915305.000000 Penalty: 3603.849365
	Iteration 10Q: 3 clusters Score -6915305 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6915937.000000 Penalty: 3603.849365
	Iteration 11Q: 3 clusters Score -6915937 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -6916313.500000 Penalty: 3603.849365
	Iteration 12Q: 3 clusters Score -6916314 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6916667.500000 Penalty: 3603.849365
	Iteration 13Q: 3 clusters Score -6916668 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -6917027.500000 Penalty: 3603.849365
	Iteration 14Q: 3 clusters Score -6917028 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -6917416.000000 Penalty: 3603.849365
	Iteration 15Q: 3 clusters Score -6917416 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -6917778.000000 Penalty: 3603.849365
	Iteration 16Q: 3 clusters Score -6917778 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -6918209.500000 Penalty: 3603.849365
	Iteration 17Q: 3 clusters Score -6918210 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6918650.500000 Penalty: 3603.849365
	Iteration 18Q: 3 clusters Score -6918650 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6919140.000000 Penalty: 3603.849365
	Iteration 19Q: 3 clusters Score -6919140 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -6919671.500000 Penalty: 3603.849365
	Iteration 20F: 3 clusters Score -6919672 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -6920187.500000 Penalty: 3603.849365
	Iteration 21Q: 3 clusters Score -6920188 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6920680.500000 Penalty: 3603.849365
	Iteration 22Q: 3 clusters Score -6920680 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -6921159.500000 Penalty: 3603.849365
	Iteration 23Q: 3 clusters Score -6921160 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -6921604.500000 Penalty: 3603.849365
	Iteration 24Q: 3 clusters Score -6921604 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -6922007.000000 Penalty: 3603.849365
	Iteration 25Q: 3 clusters Score -6922007 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -6922361.500000 Penalty: 3603.849365
	Iteration 26Q: 3 clusters Score -6922362 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -6922756.500000 Penalty: 3603.849365
	Iteration 27Q: 3 clusters Score -6922756 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -6923079.000000 Penalty: 3603.849365
	Iteration 28Q: 3 clusters Score -6923079 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -6923364.500000 Penalty: 3603.849365
	Iteration 29Q: 3 clusters Score -6923364 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -6923602.000000 Penalty: 3603.849365
	Iteration 30Q: 3 clusters Score -6923602 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -6923827.000000 Penalty: 3603.849365
	Iteration 31Q: 3 clusters Score -6923827 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6924008.500000 Penalty: 3603.849365
	Iteration 32Q: 3 clusters Score -6924008 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -6924179.000000 Penalty: 3603.849365
	Iteration 33Q: 3 clusters Score -6924179 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -6924331.000000 Penalty: 3603.849365
	Iteration 34Q: 3 clusters Score -6924331 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6924525.500000 Penalty: 3603.849365
	Iteration 35Q: 3 clusters Score -6924526 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6924643.000000 Penalty: 3603.849365
	Iteration 36Q: 3 clusters Score -6924643 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6924774.500000 Penalty: 3603.849365
	Iteration 37Q: 3 clusters Score -6924774 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6924901.500000 Penalty: 3603.849365
	Iteration 38Q: 3 clusters Score -6924902 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6925039.500000 Penalty: 3603.849365
	Iteration 39Q: 3 clusters Score -6925040 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6925204.500000 Penalty: 3603.849365
	Iteration 40F: 3 clusters Score -6925204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6925332.000000 Penalty: 3603.849365
	Iteration 41Q: 3 clusters Score -6925332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6925421.000000 Penalty: 3603.849365
	Iteration 42Q: 3 clusters Score -6925421 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6925513.500000 Penalty: 3603.849365
	Iteration 43Q: 3 clusters Score -6925514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6925602.500000 Penalty: 3603.849365
	Iteration 44Q: 3 clusters Score -6925602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6925671.500000 Penalty: 3603.849365
	Iteration 45Q: 3 clusters Score -6925672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6925711.500000 Penalty: 3603.849365
	Iteration 46Q: 3 clusters Score -6925712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6925743.500000 Penalty: 3603.849365
	Iteration 47Q: 3 clusters Score -6925744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6925763.500000 Penalty: 3603.849365
	Iteration 48Q: 3 clusters Score -6925764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6925788.000000 Penalty: 3603.849365
	Iteration 49Q: 3 clusters Score -6925788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6925818.000000 Penalty: 3603.849365
	Iteration 50Q: 3 clusters Score -6925818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6925826.000000 Penalty: 3603.849365
	Iteration 51Q: 3 clusters Score -6925826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6925831.500000 Penalty: 3603.849365
	Iteration 52Q: 3 clusters Score -6925832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6925836.000000 Penalty: 3603.849365
	Iteration 53Q: 3 clusters Score -6925836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6925845.000000 Penalty: 3603.849365
	Iteration 54Q: 3 clusters Score -6925845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6925855.000000 Penalty: 3603.849365
	Iteration 55Q: 3 clusters Score -6925855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6925872.000000 Penalty: 3603.849365
	Iteration 56Q: 3 clusters Score -6925872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6925873.000000 Penalty: 3603.849365
	Iteration 57Q: 3 clusters Score -6925873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6925859.500000 Penalty: 3603.849365
	Iteration 58Q: 3 clusters Score -6925860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6925864.500000 Penalty: 3603.849365
	Iteration 59Q: 3 clusters Score -6925864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6925873.000000 Penalty: 3603.849365
	Iteration 60F: 3 clusters Score -6925873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6925877.000000 Penalty: 3603.849365
	Iteration 61Q: 3 clusters Score -6925877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6925885.000000 Penalty: 3603.849365
	Iteration 62Q: 3 clusters Score -6925885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6925891.500000 Penalty: 3603.849365
	Iteration 63Q: 3 clusters Score -6925892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6925890.500000 Penalty: 3603.849365
	Iteration 64Q: 3 clusters Score -6925890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6925902.000000 Penalty: 3603.849365
	Iteration 65Q: 3 clusters Score -6925902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6925905.000000 Penalty: 3603.849365
	Iteration 66Q: 3 clusters Score -6925905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6925917.500000 Penalty: 3603.849365
	Iteration 67Q: 3 clusters Score -6925918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6925928.500000 Penalty: 3603.849365
	Iteration 68Q: 3 clusters Score -6925928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6925936.500000 Penalty: 3603.849365
	Iteration 69Q: 3 clusters Score -6925936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6925946.500000 Penalty: 3603.849365
	Iteration 70Q: 3 clusters Score -6925946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6925959.500000 Penalty: 3603.849365
	Iteration 71Q: 3 clusters Score -6925960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6925960.000000 Penalty: 3603.849365
	Iteration 72Q: 3 clusters Score -6925960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6925964.500000 Penalty: 3603.849365
	Iteration 73Q: 3 clusters Score -6925964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6925979.000000 Penalty: 3603.849365
	Iteration 74Q: 3 clusters Score -6925979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6925977.500000 Penalty: 3603.849365
	Iteration 75Q: 3 clusters Score -6925978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6925983.000000 Penalty: 3603.849365
	Iteration 76Q: 3 clusters Score -6925983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6925986.000000 Penalty: 3603.849365
	Iteration 77Q: 3 clusters Score -6925986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6925992.000000 Penalty: 3603.849365
	Iteration 78Q: 3 clusters Score -6925992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6926002.500000 Penalty: 3603.849365
	Iteration 79Q: 3 clusters Score -6926002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6925998.000000 Penalty: 3603.849365
	Iteration 80F: 3 clusters Score -6925998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6925997.000000 Penalty: 3603.849365
	Iteration 81Q: 3 clusters Score -6925997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6925994.000000 Penalty: 3603.849365
	Iteration 82Q: 3 clusters Score -6925994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6925997.000000 Penalty: 3603.849365
	Iteration 83Q: 3 clusters Score -6925997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6925994.000000 Penalty: 3603.849365
	Iteration 84Q: 3 clusters Score -6925994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6926000.500000 Penalty: 3603.849365
	Iteration 85Q: 3 clusters Score -6926000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6925994.500000 Penalty: 3603.849365
	Iteration 86Q: 3 clusters Score -6925994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6925995.000000 Penalty: 3603.849365
	Iteration 87Q: 3 clusters Score -6925995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6925998.000000 Penalty: 3603.849365
	Iteration 88Q: 3 clusters Score -6925998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6926003.000000 Penalty: 3603.849365
	Iteration 89Q: 3 clusters Score -6926003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6926009.000000 Penalty: 3603.849365
	Iteration 90Q: 3 clusters Score -6926009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6926012.500000 Penalty: 3603.849365
	Iteration 91Q: 3 clusters Score -6926012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6926018.000000 Penalty: 3603.849365
	Iteration 92Q: 3 clusters Score -6926018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6926018.000000 Penalty: 3603.849365
	Iteration 93F: 3 clusters Score -6926018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Entering Unmasked Estep 
Score: -8572895.000000 Penalty: 1838.215210
	Iteration 0F: 2 clusters Score -8572895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -8518483.000000 Penalty: 3676.430420
	Iteration 0F: 3 clusters Score -8518483 nChanged 39008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -8541233.000000 Penalty: 3676.430420
	Iteration 1F: 3 clusters Score -8541233 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -8542458.000000 Penalty: 3676.430420
	Iteration 2Q: 3 clusters Score -8542458 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -8544110.000000 Penalty: 3676.430420
	Iteration 3Q: 3 clusters Score -8544110 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -8546473.000000 Penalty: 3676.430420
	Iteration 4F: 3 clusters Score -8546473 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -8549774.000000 Penalty: 3676.430420
	Iteration 5F: 3 clusters Score -8549774 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -8554201.000000 Penalty: 3676.430420
	Iteration 6F: 3 clusters Score -8554201 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -8558641.000000 Penalty: 3676.430420
	Iteration 7F: 3 clusters Score -8558641 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -8562128.000000 Penalty: 3676.430420
	Iteration 8F: 3 clusters Score -8562128 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -8564467.000000 Penalty: 3676.430420
	Iteration 9Q: 3 clusters Score -8564467 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -8566203.000000 Penalty: 3676.430420
	Iteration 10Q: 3 clusters Score -8566203 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -8567533.000000 Penalty: 3676.430420
	Iteration 11Q: 3 clusters Score -8567533 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8568662.000000 Penalty: 3676.430420
	Iteration 12Q: 3 clusters Score -8568662 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -8569527.000000 Penalty: 3676.430420
	Iteration 13Q: 3 clusters Score -8569527 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8570161.000000 Penalty: 3676.430420
	Iteration 14Q: 3 clusters Score -8570161 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8570625.000000 Penalty: 3676.430420
	Iteration 15Q: 3 clusters Score -8570625 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8570972.000000 Penalty: 3676.430420
	Iteration 16Q: 3 clusters Score -8570972 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8571221.000000 Penalty: 3676.430420
	Iteration 17Q: 3 clusters Score -8571221 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8571384.000000 Penalty: 3676.430420
	Iteration 18Q: 3 clusters Score -8571384 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8571481.000000 Penalty: 3676.430420
	Iteration 19Q: 3 clusters Score -8571481 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8571551.000000 Penalty: 3676.430420
	Iteration 20F: 3 clusters Score -8571551 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8571608.000000 Penalty: 3676.430420
	Iteration 21Q: 3 clusters Score -8571608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8571651.000000 Penalty: 3676.430420
	Iteration 22Q: 3 clusters Score -8571651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8571693.000000 Penalty: 3676.430420
	Iteration 23Q: 3 clusters Score -8571693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8571704.000000 Penalty: 3676.430420
	Iteration 24Q: 3 clusters Score -8571704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8571717.000000 Penalty: 3676.430420
	Iteration 25Q: 3 clusters Score -8571717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8571731.000000 Penalty: 3676.430420
	Iteration 26Q: 3 clusters Score -8571731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8571748.000000 Penalty: 3676.430420
	Iteration 27Q: 3 clusters Score -8571748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8571758.000000 Penalty: 3676.430420
	Iteration 28Q: 3 clusters Score -8571758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8571758.000000 Penalty: 3676.430420
	Iteration 29Q: 3 clusters Score -8571758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8571768.000000 Penalty: 3676.430420
	Iteration 30Q: 3 clusters Score -8571768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8571785.000000 Penalty: 3676.430420
	Iteration 31Q: 3 clusters Score -8571785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8571786.000000 Penalty: 3676.430420
	Iteration 32Q: 3 clusters Score -8571786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8571782.000000 Penalty: 3676.430420
	Iteration 33Q: 3 clusters Score -8571782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8571782.000000 Penalty: 3676.430420
	Iteration 34Q: 3 clusters Score -8571782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8571780.000000 Penalty: 3676.430420
	Iteration 35Q: 3 clusters Score -8571780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8571776.000000 Penalty: 3676.430420
	Iteration 36Q: 3 clusters Score -8571776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8571777.000000 Penalty: 3676.430420
	Iteration 37Q: 3 clusters Score -8571777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8571775.000000 Penalty: 3676.430420
	Iteration 38Q: 3 clusters Score -8571775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8571786.000000 Penalty: 3676.430420
	Iteration 39Q: 3 clusters Score -8571786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8571780.000000 Penalty: 3676.430420
	Iteration 40F: 3 clusters Score -8571780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Entering Unmasked Estep 
Score: -12196657.000000 Penalty: 1895.828003
	Iteration 0F: 2 clusters Score -1.219666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -12118757.000000 Penalty: 3791.656006
	Iteration 0F: 3 clusters Score -1.211876e+07 nChanged 56141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -12151436.000000 Penalty: 3791.656006
	Iteration 1F: 3 clusters Score -1.215144e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -12152246.000000 Penalty: 3791.656006
	Iteration 2Q: 3 clusters Score -1.215225e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -12153092.000000 Penalty: 3791.656006
	Iteration 3Q: 3 clusters Score -1.215309e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -12153984.000000 Penalty: 3791.656006
	Iteration 4Q: 3 clusters Score -1.215398e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -12155286.000000 Penalty: 3791.656006
	Iteration 5Q: 3 clusters Score -1.215529e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -12157178.000000 Penalty: 3791.656006
	Iteration 6Q: 3 clusters Score -1.215718e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -12160113.000000 Penalty: 3791.656006
	Iteration 7F: 3 clusters Score -1.216011e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -12164654.000000 Penalty: 3791.656006
	Iteration 8F: 3 clusters Score -1.216465e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -12170711.000000 Penalty: 3791.656006
	Iteration 9F: 3 clusters Score -1.217071e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -12177065.000000 Penalty: 3791.656006
	Iteration 10F: 3 clusters Score -1.217706e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -12182682.000000 Penalty: 3791.656006
	Iteration 11F: 3 clusters Score -1.218268e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -12186941.000000 Penalty: 3791.656006
	Iteration 12Q: 3 clusters Score -1.218694e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -12189737.000000 Penalty: 3791.656006
	Iteration 13Q: 3 clusters Score -1.218974e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -12191597.000000 Penalty: 3791.656006
	Iteration 14Q: 3 clusters Score -1.21916e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -12192938.000000 Penalty: 3791.656006
	Iteration 15Q: 3 clusters Score -1.219294e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 112231 members 
Entering Unmasked Estep 
Score: -12193777.000000 Penalty: 3791.656006
	Iteration 16Q: 3 clusters Score -1.219378e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -12194312.000000 Penalty: 3791.656006
	Iteration 17Q: 3 clusters Score -1.219431e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -12194618.000000 Penalty: 3791.656006
	Iteration 18Q: 3 clusters Score -1.219462e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 114036 members 
Entering Unmasked Estep 
Score: -12194804.000000 Penalty: 3791.656006
	Iteration 19Q: 3 clusters Score -1.21948e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -12194956.000000 Penalty: 3791.656006
	Iteration 20F: 3 clusters Score -1.219496e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 114571 members 
Entering Unmasked Estep 
Score: -12195085.000000 Penalty: 3791.656006
	Iteration 21Q: 3 clusters Score -1.219508e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -12195120.000000 Penalty: 3791.656006
	Iteration 22Q: 3 clusters Score -1.219512e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -12195162.000000 Penalty: 3791.656006
	Iteration 23Q: 3 clusters Score -1.219516e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -12195218.000000 Penalty: 3791.656006
	Iteration 24Q: 3 clusters Score -1.219522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -12195241.000000 Penalty: 3791.656006
	Iteration 25Q: 3 clusters Score -1.219524e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -12195252.000000 Penalty: 3791.656006
	Iteration 26Q: 3 clusters Score -1.219525e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -12195299.000000 Penalty: 3791.656006
	Iteration 27Q: 3 clusters Score -1.21953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 115225 members 
Entering Unmasked Estep 
Score: -12195294.000000 Penalty: 3791.656006
	Iteration 28Q: 3 clusters Score -1.219529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 115245 members 
Entering Unmasked Estep 
Score: -12195290.000000 Penalty: 3791.656006
	Iteration 29Q: 3 clusters Score -1.219529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -12195296.000000 Penalty: 3791.656006
	Iteration 30Q: 3 clusters Score -1.21953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -12195305.000000 Penalty: 3791.656006
	Iteration 31Q: 3 clusters Score -1.21953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -12195319.000000 Penalty: 3791.656006
	Iteration 32Q: 3 clusters Score -1.219532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -12195321.000000 Penalty: 3791.656006
	Iteration 33Q: 3 clusters Score -1.219532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -12195322.000000 Penalty: 3791.656006
	Iteration 34Q: 3 clusters Score -1.219532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -12195330.000000 Penalty: 3791.656006
	Iteration 35Q: 3 clusters Score -1.219533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -12195339.000000 Penalty: 3791.656006
	Iteration 36Q: 3 clusters Score -1.219534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -12195344.000000 Penalty: 3791.656006
	Iteration 37Q: 3 clusters Score -1.219534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -12195358.000000 Penalty: 3791.656006
	Iteration 38Q: 3 clusters Score -1.219536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -12195356.000000 Penalty: 3791.656006
	Iteration 39Q: 3 clusters Score -1.219536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -12195347.000000 Penalty: 3791.656006
	Iteration 40F: 3 clusters Score -1.219535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -12195349.000000 Penalty: 3791.656006
	Iteration 41Q: 3 clusters Score -1.219535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -12195358.000000 Penalty: 3791.656006
	Iteration 42Q: 3 clusters Score -1.219536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 115427 members 
Entering Unmasked Estep 
Score: -12195354.000000 Penalty: 3791.656006
	Iteration 43Q: 3 clusters Score -1.219535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -12195345.000000 Penalty: 3791.656006
	Iteration 44Q: 3 clusters Score -1.219534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -12195346.000000 Penalty: 3791.656006
	Iteration 45Q: 3 clusters Score -1.219535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -12195348.000000 Penalty: 3791.656006
	Iteration 46Q: 3 clusters Score -1.219535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -12195348.000000 Penalty: 3791.656006
	Iteration 47Q: 3 clusters Score -1.219535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -12195348.000000 Penalty: 3791.656006
	Iteration 48Q: 3 clusters Score -1.219535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -12195349.000000 Penalty: 3791.656006
	Iteration 49Q: 3 clusters Score -1.219535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -12195349.000000 Penalty: 3791.656006
	Iteration 50F: 3 clusters Score -1.219535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -698628.062500 Penalty: 1434.987061
	Iteration 0F: 2 clusters Score -698628.1 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 3375 members 
Entering Unmasked Estep 
Score: -693515.000000 Penalty: 2869.974121
	Iteration 0F: 3 clusters Score -693515 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -695289.750000 Penalty: 2869.974121
	Iteration 1F: 3 clusters Score -695289.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -695753.375000 Penalty: 2869.974121
	Iteration 2F: 3 clusters Score -695753.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -696163.125000 Penalty: 2869.974121
	Iteration 3F: 3 clusters Score -696163.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -696530.062500 Penalty: 2869.974121
	Iteration 4F: 3 clusters Score -696530.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -696826.312500 Penalty: 2869.974121
	Iteration 5F: 3 clusters Score -696826.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -697058.250000 Penalty: 2869.974121
	Iteration 6Q: 3 clusters Score -697058.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -697209.750000 Penalty: 2869.974121
	Iteration 7Q: 3 clusters Score -697209.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -697331.750000 Penalty: 2869.974121
	Iteration 8Q: 3 clusters Score -697331.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -697418.812500 Penalty: 2869.974121
	Iteration 9Q: 3 clusters Score -697418.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -697486.812500 Penalty: 2869.974121
	Iteration 10Q: 3 clusters Score -697486.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -697540.625000 Penalty: 2869.974121
	Iteration 11Q: 3 clusters Score -697540.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -697602.000000 Penalty: 2869.974121
	Iteration 12Q: 3 clusters Score -697602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -697661.937500 Penalty: 2869.974121
	Iteration 13Q: 3 clusters Score -697661.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -697702.687500 Penalty: 2869.974121
	Iteration 14Q: 3 clusters Score -697702.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -697719.812500 Penalty: 2869.974121
	Iteration 15Q: 3 clusters Score -697719.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -697733.062500 Penalty: 2869.974121
	Iteration 16Q: 3 clusters Score -697733.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -697748.375000 Penalty: 2869.974121
	Iteration 17Q: 3 clusters Score -697748.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -697760.187500 Penalty: 2869.974121
	Iteration 18Q: 3 clusters Score -697760.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -697763.125000 Penalty: 2869.974121
	Iteration 19Q: 3 clusters Score -697763.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -697767.125000 Penalty: 2869.974121
	Iteration 20F: 3 clusters Score -697767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -697769.187500 Penalty: 2869.974121
	Iteration 21Q: 3 clusters Score -697769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -697770.875000 Penalty: 2869.974121
	Iteration 22Q: 3 clusters Score -697770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -697771.062500 Penalty: 2869.974121
	Iteration 23Q: 3 clusters Score -697771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -697771.750000 Penalty: 2869.974121
	Iteration 24Q: 3 clusters Score -697771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -697772.437500 Penalty: 2869.974121
	Iteration 25Q: 3 clusters Score -697772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -697772.687500 Penalty: 2869.974121
	Iteration 26Q: 3 clusters Score -697772.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -697772.687500 Penalty: 2869.974121
	Iteration 27F: 3 clusters Score -697772.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Entering Unmasked Estep 
Score: -3985756.500000 Penalty: 1715.162964
	Iteration 0F: 2 clusters Score -3985756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3959923.750000 Penalty: 3430.325928
	Iteration 0F: 3 clusters Score -3959924 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3970079.750000 Penalty: 3430.325928
	Iteration 1F: 3 clusters Score -3970080 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3970542.250000 Penalty: 3430.325928
	Iteration 2Q: 3 clusters Score -3970542 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3971018.500000 Penalty: 3430.325928
	Iteration 3Q: 3 clusters Score -3971018 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3971578.500000 Penalty: 3430.325928
	Iteration 4Q: 3 clusters Score -3971578 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3972284.500000 Penalty: 3430.325928
	Iteration 5Q: 3 clusters Score -3972284 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3973069.500000 Penalty: 3430.325928
	Iteration 6Q: 3 clusters Score -3973070 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3973986.750000 Penalty: 3430.325928
	Iteration 7Q: 3 clusters Score -3973987 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3975125.250000 Penalty: 3430.325928
	Iteration 8F: 3 clusters Score -3975125 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3976344.000000 Penalty: 3430.325928
	Iteration 9F: 3 clusters Score -3976344 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3977632.250000 Penalty: 3430.325928
	Iteration 10Q: 3 clusters Score -3977632 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3978983.750000 Penalty: 3430.325928
	Iteration 11Q: 3 clusters Score -3978984 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3980167.250000 Penalty: 3430.325928
	Iteration 12Q: 3 clusters Score -3980167 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3981158.250000 Penalty: 3430.325928
	Iteration 13Q: 3 clusters Score -3981158 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3981937.750000 Penalty: 3430.325928
	Iteration 14Q: 3 clusters Score -3981938 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3982530.500000 Penalty: 3430.325928
	Iteration 15Q: 3 clusters Score -3982530 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3982961.000000 Penalty: 3430.325928
	Iteration 16Q: 3 clusters Score -3982961 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3983308.250000 Penalty: 3430.325928
	Iteration 17Q: 3 clusters Score -3983308 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3983589.750000 Penalty: 3430.325928
	Iteration 18Q: 3 clusters Score -3983590 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3983819.250000 Penalty: 3430.325928
	Iteration 19Q: 3 clusters Score -3983819 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3983966.250000 Penalty: 3430.325928
	Iteration 20F: 3 clusters Score -3983966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3984055.000000 Penalty: 3430.325928
	Iteration 21Q: 3 clusters Score -3984055 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3984114.500000 Penalty: 3430.325928
	Iteration 22Q: 3 clusters Score -3984114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3984146.750000 Penalty: 3430.325928
	Iteration 23Q: 3 clusters Score -3984147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3984178.750000 Penalty: 3430.325928
	Iteration 24Q: 3 clusters Score -3984179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3984198.000000 Penalty: 3430.325928
	Iteration 25Q: 3 clusters Score -3984198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3984206.500000 Penalty: 3430.325928
	Iteration 26Q: 3 clusters Score -3984206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3984221.750000 Penalty: 3430.325928
	Iteration 27Q: 3 clusters Score -3984222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3984229.750000 Penalty: 3430.325928
	Iteration 28Q: 3 clusters Score -3984230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3984234.000000 Penalty: 3430.325928
	Iteration 29Q: 3 clusters Score -3984234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3984240.750000 Penalty: 3430.325928
	Iteration 30Q: 3 clusters Score -3984241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3984243.250000 Penalty: 3430.325928
	Iteration 31Q: 3 clusters Score -3984243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3984240.750000 Penalty: 3430.325928
	Iteration 32Q: 3 clusters Score -3984241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3984244.750000 Penalty: 3430.325928
	Iteration 33Q: 3 clusters Score -3984245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3984248.000000 Penalty: 3430.325928
	Iteration 34Q: 3 clusters Score -3984248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3984248.250000 Penalty: 3430.325928
	Iteration 35Q: 3 clusters Score -3984248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3984251.250000 Penalty: 3430.325928
	Iteration 36Q: 3 clusters Score -3984251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3984253.500000 Penalty: 3430.325928
	Iteration 37Q: 3 clusters Score -3984254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3984253.500000 Penalty: 3430.325928
	Iteration 38F: 3 clusters Score -3984254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Entering Unmasked Estep 
Score: -3786544.000000 Penalty: 1710.701050
	Iteration 0F: 2 clusters Score -3786544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3761493.500000 Penalty: 3421.402100
	Iteration 0F: 3 clusters Score -3761494 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3771144.000000 Penalty: 3421.402100
	Iteration 1F: 3 clusters Score -3771144 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3771821.500000 Penalty: 3421.402100
	Iteration 2Q: 3 clusters Score -3771822 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3772666.000000 Penalty: 3421.402100
	Iteration 3Q: 3 clusters Score -3772666 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3773681.500000 Penalty: 3421.402100
	Iteration 4F: 3 clusters Score -3773682 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3774875.000000 Penalty: 3421.402100
	Iteration 5F: 3 clusters Score -3774875 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3776159.500000 Penalty: 3421.402100
	Iteration 6F: 3 clusters Score -3776160 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3777575.250000 Penalty: 3421.402100
	Iteration 7F: 3 clusters Score -3777575 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3779096.250000 Penalty: 3421.402100
	Iteration 8F: 3 clusters Score -3779096 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3780438.250000 Penalty: 3421.402100
	Iteration 9F: 3 clusters Score -3780438 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3781484.000000 Penalty: 3421.402100
	Iteration 10Q: 3 clusters Score -3781484 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3782199.750000 Penalty: 3421.402100
	Iteration 11Q: 3 clusters Score -3782200 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3782758.750000 Penalty: 3421.402100
	Iteration 12Q: 3 clusters Score -3782759 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3783183.750000 Penalty: 3421.402100
	Iteration 13Q: 3 clusters Score -3783184 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3783520.750000 Penalty: 3421.402100
	Iteration 14Q: 3 clusters Score -3783521 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3783802.500000 Penalty: 3421.402100
	Iteration 15Q: 3 clusters Score -3783802 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3784012.500000 Penalty: 3421.402100
	Iteration 16Q: 3 clusters Score -3784012 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3784203.500000 Penalty: 3421.402100
	Iteration 17Q: 3 clusters Score -3784204 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3784336.000000 Penalty: 3421.402100
	Iteration 18Q: 3 clusters Score -3784336 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3784432.000000 Penalty: 3421.402100
	Iteration 19Q: 3 clusters Score -3784432 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3784513.500000 Penalty: 3421.402100
	Iteration 20F: 3 clusters Score -3784514 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3784558.000000 Penalty: 3421.402100
	Iteration 21Q: 3 clusters Score -3784558 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3784596.750000 Penalty: 3421.402100
	Iteration 22Q: 3 clusters Score -3784597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3784624.750000 Penalty: 3421.402100
	Iteration 23Q: 3 clusters Score -3784625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3784637.500000 Penalty: 3421.402100
	Iteration 24Q: 3 clusters Score -3784638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3784654.500000 Penalty: 3421.402100
	Iteration 25Q: 3 clusters Score -3784654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3784660.000000 Penalty: 3421.402100
	Iteration 26Q: 3 clusters Score -3784660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3784673.500000 Penalty: 3421.402100
	Iteration 27Q: 3 clusters Score -3784674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3784691.000000 Penalty: 3421.402100
	Iteration 28Q: 3 clusters Score -3784691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3784697.000000 Penalty: 3421.402100
	Iteration 29Q: 3 clusters Score -3784697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3784686.250000 Penalty: 3421.402100
	Iteration 30Q: 3 clusters Score -3784686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3784693.000000 Penalty: 3421.402100
	Iteration 31Q: 3 clusters Score -3784693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3784691.250000 Penalty: 3421.402100
	Iteration 32Q: 3 clusters Score -3784691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3784695.000000 Penalty: 3421.402100
	Iteration 33Q: 3 clusters Score -3784695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3784699.500000 Penalty: 3421.402100
	Iteration 34Q: 3 clusters Score -3784700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3784705.750000 Penalty: 3421.402100
	Iteration 35Q: 3 clusters Score -3784706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3784707.000000 Penalty: 3421.402100
	Iteration 36Q: 3 clusters Score -3784707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3784715.750000 Penalty: 3421.402100
	Iteration 37Q: 3 clusters Score -3784716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3784706.500000 Penalty: 3421.402100
	Iteration 38Q: 3 clusters Score -3784706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3784720.000000 Penalty: 3421.402100
	Iteration 39Q: 3 clusters Score -3784720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3784728.500000 Penalty: 3421.402100
	Iteration 40F: 3 clusters Score -3784728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3784725.500000 Penalty: 3421.402100
	Iteration 41Q: 3 clusters Score -3784726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3784726.500000 Penalty: 3421.402100
	Iteration 42Q: 3 clusters Score -3784726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3784729.000000 Penalty: 3421.402100
	Iteration 43Q: 3 clusters Score -3784729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3784729.750000 Penalty: 3421.402100
	Iteration 44Q: 3 clusters Score -3784730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3784730.250000 Penalty: 3421.402100
	Iteration 45Q: 3 clusters Score -3784730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3784730.250000 Penalty: 3421.402100
	Iteration 46Q: 3 clusters Score -3784730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3784730.500000 Penalty: 3421.402100
	Iteration 47Q: 3 clusters Score -3784730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3784728.250000 Penalty: 3421.402100
	Iteration 48Q: 3 clusters Score -3784728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3784730.000000 Penalty: 3421.402100
	Iteration 49Q: 3 clusters Score -3784730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3784732.000000 Penalty: 3421.402100
	Iteration 50Q: 3 clusters Score -3784732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3784724.250000 Penalty: 3421.402100
	Iteration 51Q: 3 clusters Score -3784724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3784725.000000 Penalty: 3421.402100
	Iteration 52Q: 3 clusters Score -3784725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3784729.000000 Penalty: 3421.402100
	Iteration 53Q: 3 clusters Score -3784729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3784725.500000 Penalty: 3421.402100
	Iteration 54Q: 3 clusters Score -3784726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3784730.000000 Penalty: 3421.402100
	Iteration 55Q: 3 clusters Score -3784730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3784730.750000 Penalty: 3421.402100
	Iteration 56Q: 3 clusters Score -3784731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3784724.500000 Penalty: 3421.402100
	Iteration 57Q: 3 clusters Score -3784724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3784722.750000 Penalty: 3421.402100
	Iteration 58Q: 3 clusters Score -3784723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3784736.000000 Penalty: 3421.402100
	Iteration 59Q: 3 clusters Score -3784736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3784738.750000 Penalty: 3421.402100
	Iteration 60F: 3 clusters Score -3784739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3784737.250000 Penalty: 3421.402100
	Iteration 61Q: 3 clusters Score -3784737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3784734.250000 Penalty: 3421.402100
	Iteration 62Q: 3 clusters Score -3784734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3784737.500000 Penalty: 3421.402100
	Iteration 63Q: 3 clusters Score -3784738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3784738.500000 Penalty: 3421.402100
	Iteration 64Q: 3 clusters Score -3784738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3784736.500000 Penalty: 3421.402100
	Iteration 65Q: 3 clusters Score -3784736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3784740.000000 Penalty: 3421.402100
	Iteration 66Q: 3 clusters Score -3784740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3784744.750000 Penalty: 3421.402100
	Iteration 67Q: 3 clusters Score -3784745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3784751.000000 Penalty: 3421.402100
	Iteration 68Q: 3 clusters Score -3784751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3784751.250000 Penalty: 3421.402100
	Iteration 69Q: 3 clusters Score -3784751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3784752.250000 Penalty: 3421.402100
	Iteration 70Q: 3 clusters Score -3784752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3784751.500000 Penalty: 3421.402100
	Iteration 71Q: 3 clusters Score -3784752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3784752.250000 Penalty: 3421.402100
	Iteration 72Q: 3 clusters Score -3784752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3784747.250000 Penalty: 3421.402100
	Iteration 73Q: 3 clusters Score -3784747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3784742.250000 Penalty: 3421.402100
	Iteration 74Q: 3 clusters Score -3784742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3784745.750000 Penalty: 3421.402100
	Iteration 75Q: 3 clusters Score -3784746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3784748.250000 Penalty: 3421.402100
	Iteration 76Q: 3 clusters Score -3784748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3784746.000000 Penalty: 3421.402100
	Iteration 77Q: 3 clusters Score -3784746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3784743.750000 Penalty: 3421.402100
	Iteration 78Q: 3 clusters Score -3784744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3784745.500000 Penalty: 3421.402100
	Iteration 79Q: 3 clusters Score -3784746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3784739.000000 Penalty: 3421.402100
	Iteration 80F: 3 clusters Score -3784739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3784737.500000 Penalty: 3421.402100
	Iteration 81Q: 3 clusters Score -3784738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3784740.750000 Penalty: 3421.402100
	Iteration 82Q: 3 clusters Score -3784741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3784738.000000 Penalty: 3421.402100
	Iteration 83Q: 3 clusters Score -3784738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3784743.250000 Penalty: 3421.402100
	Iteration 84Q: 3 clusters Score -3784743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3784742.250000 Penalty: 3421.402100
	Iteration 85Q: 3 clusters Score -3784742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3784741.250000 Penalty: 3421.402100
	Iteration 86Q: 3 clusters Score -3784741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3784744.750000 Penalty: 3421.402100
	Iteration 87Q: 3 clusters Score -3784745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3784746.000000 Penalty: 3421.402100
	Iteration 88Q: 3 clusters Score -3784746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3784744.250000 Penalty: 3421.402100
	Iteration 89Q: 3 clusters Score -3784744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3784744.750000 Penalty: 3421.402100
	Iteration 90Q: 3 clusters Score -3784745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3784744.500000 Penalty: 3421.402100
	Iteration 91Q: 3 clusters Score -3784744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3784744.500000 Penalty: 3421.402100
	Iteration 92F: 3 clusters Score -3784744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -432132.906250 Penalty: 1361.936035
	Iteration 0F: 2 clusters Score -432132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -428555.187500 Penalty: 2723.872070
	Iteration 0F: 3 clusters Score -428555.2 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -429664.718750 Penalty: 2723.872070
	Iteration 1F: 3 clusters Score -429664.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -429971.375000 Penalty: 2723.872070
	Iteration 2F: 3 clusters Score -429971.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -430231.531250 Penalty: 2723.872070
	Iteration 3F: 3 clusters Score -430231.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -430413.343750 Penalty: 2723.872070
	Iteration 4F: 3 clusters Score -430413.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -430546.656250 Penalty: 2723.872070
	Iteration 5Q: 3 clusters Score -430546.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -430642.156250 Penalty: 2723.872070
	Iteration 6Q: 3 clusters Score -430642.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -430740.718750 Penalty: 2723.872070
	Iteration 7Q: 3 clusters Score -430740.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -430832.406250 Penalty: 2723.872070
	Iteration 8Q: 3 clusters Score -430832.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -430934.593750 Penalty: 2723.872070
	Iteration 9Q: 3 clusters Score -430934.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -431037.625000 Penalty: 2723.872070
	Iteration 10Q: 3 clusters Score -431037.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -431133.531250 Penalty: 2723.872070
	Iteration 11Q: 3 clusters Score -431133.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -431228.187500 Penalty: 2723.872070
	Iteration 12Q: 3 clusters Score -431228.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -431324.625000 Penalty: 2723.872070
	Iteration 13Q: 3 clusters Score -431324.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -431416.406250 Penalty: 2723.872070
	Iteration 14Q: 3 clusters Score -431416.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -431500.218750 Penalty: 2723.872070
	Iteration 15Q: 3 clusters Score -431500.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -431557.500000 Penalty: 2723.872070
	Iteration 16Q: 3 clusters Score -431557.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -431599.875000 Penalty: 2723.872070
	Iteration 17Q: 3 clusters Score -431599.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -431619.562500 Penalty: 2723.872070
	Iteration 18Q: 3 clusters Score -431619.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -431633.781250 Penalty: 2723.872070
	Iteration 19Q: 3 clusters Score -431633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -431641.093750 Penalty: 2723.872070
	Iteration 20F: 3 clusters Score -431641.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -431648.625000 Penalty: 2723.872070
	Iteration 21Q: 3 clusters Score -431648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -431652.062500 Penalty: 2723.872070
	Iteration 22Q: 3 clusters Score -431652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -431653.156250 Penalty: 2723.872070
	Iteration 23Q: 3 clusters Score -431653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -431653.093750 Penalty: 2723.872070
	Iteration 24Q: 3 clusters Score -431653.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -431653.093750 Penalty: 2723.872070
	Iteration 25F: 3 clusters Score -431653.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Entering Unmasked Estep 
Score: -10229659.000000 Penalty: 1866.987671
	Iteration 0F: 2 clusters Score -1.022966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -10164527.000000 Penalty: 3733.975342
	Iteration 0F: 3 clusters Score -1.016453e+07 nChanged 46787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -10192558.000000 Penalty: 3733.975342
	Iteration 1F: 3 clusters Score -1.019256e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -10194385.000000 Penalty: 3733.975342
	Iteration 2Q: 3 clusters Score -1.019438e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -10197082.000000 Penalty: 3733.975342
	Iteration 3F: 3 clusters Score -1.019708e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -10200525.000000 Penalty: 3733.975342
	Iteration 4F: 3 clusters Score -1.020052e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -10204603.000000 Penalty: 3733.975342
	Iteration 5F: 3 clusters Score -1.02046e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -10209003.000000 Penalty: 3733.975342
	Iteration 6F: 3 clusters Score -1.0209e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -10213490.000000 Penalty: 3733.975342
	Iteration 7F: 3 clusters Score -1.021349e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -10218062.000000 Penalty: 3733.975342
	Iteration 8F: 3 clusters Score -1.021806e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -10222148.000000 Penalty: 3733.975342
	Iteration 9Q: 3 clusters Score -1.022215e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -10225172.000000 Penalty: 3733.975342
	Iteration 10Q: 3 clusters Score -1.022517e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -10226877.000000 Penalty: 3733.975342
	Iteration 11Q: 3 clusters Score -1.022688e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -10227544.000000 Penalty: 3733.975342
	Iteration 12Q: 3 clusters Score -1.022754e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -10227791.000000 Penalty: 3733.975342
	Iteration 13Q: 3 clusters Score -1.022779e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -10227902.000000 Penalty: 3733.975342
	Iteration 14Q: 3 clusters Score -1.02279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -10227957.000000 Penalty: 3733.975342
	Iteration 15Q: 3 clusters Score -1.022796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -10227971.000000 Penalty: 3733.975342
	Iteration 16Q: 3 clusters Score -1.022797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -10227979.000000 Penalty: 3733.975342
	Iteration 17Q: 3 clusters Score -1.022798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97463 members 
Entering Unmasked Estep 
Score: -10227986.000000 Penalty: 3733.975342
	Iteration 18Q: 3 clusters Score -1.022799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -10227988.000000 Penalty: 3733.975342
	Iteration 19Q: 3 clusters Score -1.022799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 97467 members 
Entering Unmasked Estep 
Score: -10227999.000000 Penalty: 3733.975342
	Iteration 20F: 3 clusters Score -1.0228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -10228002.000000 Penalty: 3733.975342
	Iteration 21Q: 3 clusters Score -1.0228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -10228001.000000 Penalty: 3733.975342
	Iteration 22Q: 3 clusters Score -1.0228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -10228013.000000 Penalty: 3733.975342
	Iteration 23Q: 3 clusters Score -1.022801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -10228015.000000 Penalty: 3733.975342
	Iteration 24Q: 3 clusters Score -1.022802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -10228028.000000 Penalty: 3733.975342
	Iteration 25Q: 3 clusters Score -1.022803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -10228028.000000 Penalty: 3733.975342
	Iteration 26F: 3 clusters Score -1.022803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -297922.937500 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -297922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295145.250000 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -295145.2 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -296058.500000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -296058.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -296311.500000 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -296311.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -296497.781250 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -296497.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -296641.656250 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -296641.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -296771.718750 Penalty: 2617.099854
	Iteration 5F: 3 clusters Score -296771.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -296887.062500 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -296887.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -296965.031250 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -296965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -297010.156250 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -297010.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -297057.562500 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -297057.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -297090.468750 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -297090.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -297118.843750 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -297118.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -297141.531250 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -297141.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -297171.031250 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -297171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -297193.781250 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -297193.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -297213.750000 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -297213.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -297227.906250 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -297227.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -297236.906250 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -297236.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -297242.718750 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -297242.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -297245.687500 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -297245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -297247.750000 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -297247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -297250.218750 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -297250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -297250.843750 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -297250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -297251.250000 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -297251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -297252.125000 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -297252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -297252.593750 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -297252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -297252.593750 Penalty: 2617.099854
	Iteration 26F: 3 clusters Score -297252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Entering Unmasked Estep 
Score: -2541828.500000 Penalty: 1655.401489
	Iteration 0F: 2 clusters Score -2541828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2523853.000000 Penalty: 3310.802979
	Iteration 0F: 3 clusters Score -2523853 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2530995.250000 Penalty: 3310.802979
	Iteration 1F: 3 clusters Score -2530995 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2531673.750000 Penalty: 3310.802979
	Iteration 2F: 3 clusters Score -2531674 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2532432.250000 Penalty: 3310.802979
	Iteration 3F: 3 clusters Score -2532432 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2533330.250000 Penalty: 3310.802979
	Iteration 4F: 3 clusters Score -2533330 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2534243.750000 Penalty: 3310.802979
	Iteration 5F: 3 clusters Score -2534244 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2535180.000000 Penalty: 3310.802979
	Iteration 6F: 3 clusters Score -2535180 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2536116.500000 Penalty: 3310.802979
	Iteration 7F: 3 clusters Score -2536116 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2536950.000000 Penalty: 3310.802979
	Iteration 8Q: 3 clusters Score -2536950 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2537785.500000 Penalty: 3310.802979
	Iteration 9Q: 3 clusters Score -2537786 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2538540.750000 Penalty: 3310.802979
	Iteration 10Q: 3 clusters Score -2538541 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2539237.000000 Penalty: 3310.802979
	Iteration 11Q: 3 clusters Score -2539237 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2539773.750000 Penalty: 3310.802979
	Iteration 12Q: 3 clusters Score -2539774 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2540138.500000 Penalty: 3310.802979
	Iteration 13Q: 3 clusters Score -2540138 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2540452.750000 Penalty: 3310.802979
	Iteration 14Q: 3 clusters Score -2540453 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2540616.750000 Penalty: 3310.802979
	Iteration 15Q: 3 clusters Score -2540617 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2540699.500000 Penalty: 3310.802979
	Iteration 16Q: 3 clusters Score -2540700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2540757.250000 Penalty: 3310.802979
	Iteration 17Q: 3 clusters Score -2540757 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2540798.000000 Penalty: 3310.802979
	Iteration 18Q: 3 clusters Score -2540798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2540834.000000 Penalty: 3310.802979
	Iteration 19Q: 3 clusters Score -2540834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2540848.250000 Penalty: 3310.802979
	Iteration 20F: 3 clusters Score -2540848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2540865.500000 Penalty: 3310.802979
	Iteration 21Q: 3 clusters Score -2540866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2540868.250000 Penalty: 3310.802979
	Iteration 22Q: 3 clusters Score -2540868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -2540878.750000 Penalty: 3310.802979
	Iteration 23Q: 3 clusters Score -2540879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2540885.750000 Penalty: 3310.802979
	Iteration 24Q: 3 clusters Score -2540886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2540893.000000 Penalty: 3310.802979
	Iteration 25Q: 3 clusters Score -2540893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2540901.000000 Penalty: 3310.802979
	Iteration 26Q: 3 clusters Score -2540901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2540904.500000 Penalty: 3310.802979
	Iteration 27Q: 3 clusters Score -2540904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2540905.500000 Penalty: 3310.802979
	Iteration 28Q: 3 clusters Score -2540906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -2540911.000000 Penalty: 3310.802979
	Iteration 29Q: 3 clusters Score -2540911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2540917.250000 Penalty: 3310.802979
	Iteration 30Q: 3 clusters Score -2540917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2540923.250000 Penalty: 3310.802979
	Iteration 31Q: 3 clusters Score -2540923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2540928.500000 Penalty: 3310.802979
	Iteration 32Q: 3 clusters Score -2540928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2540931.250000 Penalty: 3310.802979
	Iteration 33Q: 3 clusters Score -2540931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2540936.500000 Penalty: 3310.802979
	Iteration 34Q: 3 clusters Score -2540936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2540936.000000 Penalty: 3310.802979
	Iteration 35Q: 3 clusters Score -2540936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2540936.000000 Penalty: 3310.802979
	Iteration 36Q: 3 clusters Score -2540936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2540936.750000 Penalty: 3310.802979
	Iteration 37Q: 3 clusters Score -2540937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2540934.750000 Penalty: 3310.802979
	Iteration 38Q: 3 clusters Score -2540935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -2540937.000000 Penalty: 3310.802979
	Iteration 39Q: 3 clusters Score -2540937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2540936.250000 Penalty: 3310.802979
	Iteration 40F: 3 clusters Score -2540936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2540933.500000 Penalty: 3310.802979
	Iteration 41Q: 3 clusters Score -2540934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2540935.750000 Penalty: 3310.802979
	Iteration 42Q: 3 clusters Score -2540936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2540937.500000 Penalty: 3310.802979
	Iteration 43Q: 3 clusters Score -2540938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2540933.750000 Penalty: 3310.802979
	Iteration 44Q: 3 clusters Score -2540934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2540935.500000 Penalty: 3310.802979
	Iteration 45Q: 3 clusters Score -2540936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2540932.250000 Penalty: 3310.802979
	Iteration 46Q: 3 clusters Score -2540932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2540934.750000 Penalty: 3310.802979
	Iteration 47Q: 3 clusters Score -2540935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2540934.750000 Penalty: 3310.802979
	Iteration 48Q: 3 clusters Score -2540935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2540936.750000 Penalty: 3310.802979
	Iteration 49Q: 3 clusters Score -2540937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2540936.750000 Penalty: 3310.802979
	Iteration 50F: 3 clusters Score -2540937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -419477.343750 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -419477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -415991.875000 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -415991.9 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -417128.718750 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -417128.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -417321.250000 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -417321.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -417484.187500 Penalty: 2723.126221
	Iteration 3F: 3 clusters Score -417484.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -417621.312500 Penalty: 2723.126221
	Iteration 4F: 3 clusters Score -417621.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -417719.656250 Penalty: 2723.126221
	Iteration 5Q: 3 clusters Score -417719.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -417798.406250 Penalty: 2723.126221
	Iteration 6Q: 3 clusters Score -417798.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -417864.437500 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -417864.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -417916.000000 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -417916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -417958.812500 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -417958.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -417999.843750 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -417999.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -418042.968750 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -418043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -418105.062500 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -418105.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -418203.000000 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -418203 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -418345.218750 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -418345.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -418520.968750 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -418521 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -418674.843750 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -418674.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -418781.687500 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -418781.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -418874.125000 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -418874.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -418968.437500 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -418968.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -419047.625000 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -419047.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -419119.625000 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -419119.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -419169.593750 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -419169.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -419200.437500 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -419200.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -419220.562500 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -419220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -419233.968750 Penalty: 2723.126221
	Iteration 25Q: 3 clusters Score -419234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419245.968750 Penalty: 2723.126221
	Iteration 26Q: 3 clusters Score -419246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -419259.093750 Penalty: 2723.126221
	Iteration 27Q: 3 clusters Score -419259.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -419273.937500 Penalty: 2723.126221
	Iteration 28Q: 3 clusters Score -419273.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -419295.093750 Penalty: 2723.126221
	Iteration 29Q: 3 clusters Score -419295.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -419314.593750 Penalty: 2723.126221
	Iteration 30Q: 3 clusters Score -419314.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -419325.906250 Penalty: 2723.126221
	Iteration 31Q: 3 clusters Score -419325.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -419340.187500 Penalty: 2723.126221
	Iteration 32Q: 3 clusters Score -419340.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -419358.843750 Penalty: 2723.126221
	Iteration 33Q: 3 clusters Score -419358.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -419378.468750 Penalty: 2723.126221
	Iteration 34Q: 3 clusters Score -419378.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -419396.000000 Penalty: 2723.126221
	Iteration 35Q: 3 clusters Score -419396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -419411.125000 Penalty: 2723.126221
	Iteration 36Q: 3 clusters Score -419411.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -419429.500000 Penalty: 2723.126221
	Iteration 37Q: 3 clusters Score -419429.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419444.000000 Penalty: 2723.126221
	Iteration 38Q: 3 clusters Score -419444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -419453.593750 Penalty: 2723.126221
	Iteration 39Q: 3 clusters Score -419453.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -419459.250000 Penalty: 2723.126221
	Iteration 40F: 3 clusters Score -419459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -419464.437500 Penalty: 2723.126221
	Iteration 41Q: 3 clusters Score -419464.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -419472.312500 Penalty: 2723.126221
	Iteration 42Q: 3 clusters Score -419472.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -419478.031250 Penalty: 2723.126221
	Iteration 43Q: 3 clusters Score -419478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -419484.156250 Penalty: 2723.126221
	Iteration 44Q: 3 clusters Score -419484.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419490.031250 Penalty: 2723.126221
	Iteration 45Q: 3 clusters Score -419490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -419494.968750 Penalty: 2723.126221
	Iteration 46Q: 3 clusters Score -419495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -419497.906250 Penalty: 2723.126221
	Iteration 47Q: 3 clusters Score -419497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -419500.937500 Penalty: 2723.126221
	Iteration 48Q: 3 clusters Score -419500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -419503.312500 Penalty: 2723.126221
	Iteration 49Q: 3 clusters Score -419503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -419505.781250 Penalty: 2723.126221
	Iteration 50Q: 3 clusters Score -419505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -419508.812500 Penalty: 2723.126221
	Iteration 51Q: 3 clusters Score -419508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -419510.531250 Penalty: 2723.126221
	Iteration 52Q: 3 clusters Score -419510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419511.218750 Penalty: 2723.126221
	Iteration 53Q: 3 clusters Score -419511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -419512.375000 Penalty: 2723.126221
	Iteration 54Q: 3 clusters Score -419512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419512.093750 Penalty: 2723.126221
	Iteration 55Q: 3 clusters Score -419512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419512.625000 Penalty: 2723.126221
	Iteration 56Q: 3 clusters Score -419512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419512.312500 Penalty: 2723.126221
	Iteration 57Q: 3 clusters Score -419512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419512.312500 Penalty: 2723.126221
	Iteration 58F: 3 clusters Score -419512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112917 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 2791 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 1563 members 
Entering Unmasked Estep 
Score: -154067712.000000 Penalty: 111104.703125
Splitting cluster 27 changes total score from -154068944.000000 to -154067712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -472505.062500 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -472505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -468639.312500 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -468639.3 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -469956.437500 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -469956.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -470250.562500 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -470250.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -470443.187500 Penalty: 2764.887207
	Iteration 3F: 3 clusters Score -470443.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -470609.343750 Penalty: 2764.887207
	Iteration 4Q: 3 clusters Score -470609.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -470751.687500 Penalty: 2764.887207
	Iteration 5Q: 3 clusters Score -470751.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -470855.656250 Penalty: 2764.887207
	Iteration 6Q: 3 clusters Score -470855.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -470931.906250 Penalty: 2764.887207
	Iteration 7Q: 3 clusters Score -470931.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -470984.156250 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -470984.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -471022.187500 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -471022.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -471052.562500 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -471052.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -471074.687500 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -471074.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -471082.625000 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -471082.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -471093.406250 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -471093.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -471103.750000 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -471103.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -471114.062500 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -471114.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -471124.031250 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -471124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -471136.468750 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -471136.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -471153.000000 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -471153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -471166.562500 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -471166.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -471189.062500 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -471189.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -471216.718750 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -471216.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -471237.562500 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -471237.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -471256.281250 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -471256.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -471270.718750 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -471270.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -471289.500000 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -471289.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -471316.468750 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -471316.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -471332.687500 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -471332.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -471347.656250 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -471347.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -471362.281250 Penalty: 2764.887207
	Iteration 29Q: 3 clusters Score -471362.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -471386.437500 Penalty: 2764.887207
	Iteration 30Q: 3 clusters Score -471386.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -471401.656250 Penalty: 2764.887207
	Iteration 31Q: 3 clusters Score -471401.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -471424.437500 Penalty: 2764.887207
	Iteration 32Q: 3 clusters Score -471424.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -471452.500000 Penalty: 2764.887207
	Iteration 33Q: 3 clusters Score -471452.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -471484.500000 Penalty: 2764.887207
	Iteration 34Q: 3 clusters Score -471484.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -471519.875000 Penalty: 2764.887207
	Iteration 35Q: 3 clusters Score -471519.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -471557.750000 Penalty: 2764.887207
	Iteration 36Q: 3 clusters Score -471557.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -471595.187500 Penalty: 2764.887207
	Iteration 37Q: 3 clusters Score -471595.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -471626.062500 Penalty: 2764.887207
	Iteration 38Q: 3 clusters Score -471626.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -471644.468750 Penalty: 2764.887207
	Iteration 39Q: 3 clusters Score -471644.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -471659.125000 Penalty: 2764.887207
	Iteration 40F: 3 clusters Score -471659.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -471683.750000 Penalty: 2764.887207
	Iteration 41Q: 3 clusters Score -471683.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -471707.531250 Penalty: 2764.887207
	Iteration 42Q: 3 clusters Score -471707.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -471728.125000 Penalty: 2764.887207
	Iteration 43Q: 3 clusters Score -471728.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -471745.218750 Penalty: 2764.887207
	Iteration 44Q: 3 clusters Score -471745.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -471755.531250 Penalty: 2764.887207
	Iteration 45Q: 3 clusters Score -471755.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -471770.843750 Penalty: 2764.887207
	Iteration 46Q: 3 clusters Score -471770.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -471781.312500 Penalty: 2764.887207
	Iteration 47Q: 3 clusters Score -471781.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -471787.625000 Penalty: 2764.887207
	Iteration 48Q: 3 clusters Score -471787.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -471792.125000 Penalty: 2764.887207
	Iteration 49Q: 3 clusters Score -471792.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -471796.468750 Penalty: 2764.887207
	Iteration 50Q: 3 clusters Score -471796.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -471799.625000 Penalty: 2764.887207
	Iteration 51Q: 3 clusters Score -471799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -471802.031250 Penalty: 2764.887207
	Iteration 52Q: 3 clusters Score -471802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -471804.937500 Penalty: 2764.887207
	Iteration 53Q: 3 clusters Score -471804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -471812.812500 Penalty: 2764.887207
	Iteration 54Q: 3 clusters Score -471812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -471817.593750 Penalty: 2764.887207
	Iteration 55Q: 3 clusters Score -471817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -471822.062500 Penalty: 2764.887207
	Iteration 56Q: 3 clusters Score -471822.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -471827.437500 Penalty: 2764.887207
	Iteration 57Q: 3 clusters Score -471827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -471832.031250 Penalty: 2764.887207
	Iteration 58Q: 3 clusters Score -471832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -471837.093750 Penalty: 2764.887207
	Iteration 59Q: 3 clusters Score -471837.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -471843.750000 Penalty: 2764.887207
	Iteration 60F: 3 clusters Score -471843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -471848.031250 Penalty: 2764.887207
	Iteration 61Q: 3 clusters Score -471848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -471852.437500 Penalty: 2764.887207
	Iteration 62Q: 3 clusters Score -471852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -471855.718750 Penalty: 2764.887207
	Iteration 63Q: 3 clusters Score -471855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -471860.968750 Penalty: 2764.887207
	Iteration 64Q: 3 clusters Score -471861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -471865.906250 Penalty: 2764.887207
	Iteration 65Q: 3 clusters Score -471865.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -471872.250000 Penalty: 2764.887207
	Iteration 66Q: 3 clusters Score -471872.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -471876.531250 Penalty: 2764.887207
	Iteration 67Q: 3 clusters Score -471876.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -471882.812500 Penalty: 2764.887207
	Iteration 68Q: 3 clusters Score -471882.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -471887.531250 Penalty: 2764.887207
	Iteration 69Q: 3 clusters Score -471887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -471891.406250 Penalty: 2764.887207
	Iteration 70Q: 3 clusters Score -471891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -471895.375000 Penalty: 2764.887207
	Iteration 71Q: 3 clusters Score -471895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -471902.000000 Penalty: 2764.887207
	Iteration 72Q: 3 clusters Score -471902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -471908.343750 Penalty: 2764.887207
	Iteration 73Q: 3 clusters Score -471908.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -471915.281250 Penalty: 2764.887207
	Iteration 74Q: 3 clusters Score -471915.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -471922.843750 Penalty: 2764.887207
	Iteration 75Q: 3 clusters Score -471922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -471925.593750 Penalty: 2764.887207
	Iteration 76Q: 3 clusters Score -471925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -471929.781250 Penalty: 2764.887207
	Iteration 77Q: 3 clusters Score -471929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -471932.187500 Penalty: 2764.887207
	Iteration 78Q: 3 clusters Score -471932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -471934.187500 Penalty: 2764.887207
	Iteration 79Q: 3 clusters Score -471934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -471935.187500 Penalty: 2764.887207
	Iteration 80F: 3 clusters Score -471935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -471939.093750 Penalty: 2764.887207
	Iteration 81Q: 3 clusters Score -471939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -471942.593750 Penalty: 2764.887207
	Iteration 82Q: 3 clusters Score -471942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -471945.562500 Penalty: 2764.887207
	Iteration 83Q: 3 clusters Score -471945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -471947.062500 Penalty: 2764.887207
	Iteration 84Q: 3 clusters Score -471947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -471950.312500 Penalty: 2764.887207
	Iteration 85Q: 3 clusters Score -471950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -471953.500000 Penalty: 2764.887207
	Iteration 86Q: 3 clusters Score -471953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -471958.906250 Penalty: 2764.887207
	Iteration 87Q: 3 clusters Score -471958.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -471968.250000 Penalty: 2764.887207
	Iteration 88Q: 3 clusters Score -471968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -471978.593750 Penalty: 2764.887207
	Iteration 89Q: 3 clusters Score -471978.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -471985.062500 Penalty: 2764.887207
	Iteration 90Q: 3 clusters Score -471985.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -472001.875000 Penalty: 2764.887207
	Iteration 91Q: 3 clusters Score -472001.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -472046.156250 Penalty: 2764.887207
	Iteration 92Q: 3 clusters Score -472046.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -472082.062500 Penalty: 2764.887207
	Iteration 93Q: 3 clusters Score -472082.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -472117.750000 Penalty: 2764.887207
	Iteration 94Q: 3 clusters Score -472117.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -472164.781250 Penalty: 2764.887207
	Iteration 95Q: 3 clusters Score -472164.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -472188.187500 Penalty: 2764.887207
	Iteration 96Q: 3 clusters Score -472188.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -472205.000000 Penalty: 2764.887207
	Iteration 97Q: 3 clusters Score -472205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -472216.625000 Penalty: 2764.887207
	Iteration 98Q: 3 clusters Score -472216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -472222.500000 Penalty: 2764.887207
	Iteration 99Q: 3 clusters Score -472222.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -472226.906250 Penalty: 2764.887207
	Iteration 100F: 3 clusters Score -472226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -472228.375000 Penalty: 2764.887207
	Iteration 101Q: 3 clusters Score -472228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -472228.781250 Penalty: 2764.887207
	Iteration 102Q: 3 clusters Score -472228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -472230.500000 Penalty: 2764.887207
	Iteration 103Q: 3 clusters Score -472230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -472230.312500 Penalty: 2764.887207
	Iteration 104Q: 3 clusters Score -472230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -472230.312500 Penalty: 2764.887207
	Iteration 105F: 3 clusters Score -472230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -578306.000000 Penalty: 1408.246094
	Iteration 0F: 2 clusters Score -578306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -573797.875000 Penalty: 2816.492188
	Iteration 0F: 3 clusters Score -573797.9 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -575162.875000 Penalty: 2816.492188
	Iteration 1F: 3 clusters Score -575162.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -575473.875000 Penalty: 2816.492188
	Iteration 2F: 3 clusters Score -575473.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -575733.562500 Penalty: 2816.492188
	Iteration 3F: 3 clusters Score -575733.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -575966.750000 Penalty: 2816.492188
	Iteration 4F: 3 clusters Score -575966.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -576234.750000 Penalty: 2816.492188
	Iteration 5F: 3 clusters Score -576234.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -576565.375000 Penalty: 2816.492188
	Iteration 6F: 3 clusters Score -576565.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -576883.187500 Penalty: 2816.492188
	Iteration 7F: 3 clusters Score -576883.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -577178.812500 Penalty: 2816.492188
	Iteration 8Q: 3 clusters Score -577178.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -577405.687500 Penalty: 2816.492188
	Iteration 9Q: 3 clusters Score -577405.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -577518.562500 Penalty: 2816.492188
	Iteration 10Q: 3 clusters Score -577518.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -577589.937500 Penalty: 2816.492188
	Iteration 11Q: 3 clusters Score -577589.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -577626.812500 Penalty: 2816.492188
	Iteration 12Q: 3 clusters Score -577626.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -577653.000000 Penalty: 2816.492188
	Iteration 13Q: 3 clusters Score -577653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -577674.125000 Penalty: 2816.492188
	Iteration 14Q: 3 clusters Score -577674.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -577690.812500 Penalty: 2816.492188
	Iteration 15Q: 3 clusters Score -577690.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -577704.687500 Penalty: 2816.492188
	Iteration 16Q: 3 clusters Score -577704.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -577708.875000 Penalty: 2816.492188
	Iteration 17Q: 3 clusters Score -577708.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -577711.312500 Penalty: 2816.492188
	Iteration 18Q: 3 clusters Score -577711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -577713.812500 Penalty: 2816.492188
	Iteration 19Q: 3 clusters Score -577713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -577714.000000 Penalty: 2816.492188
	Iteration 20F: 3 clusters Score -577714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -577714.000000 Penalty: 2816.492188
	Iteration 21Q: 3 clusters Score -577714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -577715.625000 Penalty: 2816.492188
	Iteration 22Q: 3 clusters Score -577715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -577716.187500 Penalty: 2816.492188
	Iteration 23Q: 3 clusters Score -577716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -577718.562500 Penalty: 2816.492188
	Iteration 24Q: 3 clusters Score -577718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -577720.062500 Penalty: 2816.492188
	Iteration 25Q: 3 clusters Score -577720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -577720.562500 Penalty: 2816.492188
	Iteration 26Q: 3 clusters Score -577720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -577723.375000 Penalty: 2816.492188
	Iteration 27Q: 3 clusters Score -577723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -577723.937500 Penalty: 2816.492188
	Iteration 28Q: 3 clusters Score -577723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -577725.437500 Penalty: 2816.492188
	Iteration 29Q: 3 clusters Score -577725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -577726.937500 Penalty: 2816.492188
	Iteration 30Q: 3 clusters Score -577726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -577727.375000 Penalty: 2816.492188
	Iteration 31Q: 3 clusters Score -577727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -577728.562500 Penalty: 2816.492188
	Iteration 32Q: 3 clusters Score -577728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -577731.875000 Penalty: 2816.492188
	Iteration 33Q: 3 clusters Score -577731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -577734.250000 Penalty: 2816.492188
	Iteration 34Q: 3 clusters Score -577734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -577736.250000 Penalty: 2816.492188
	Iteration 35Q: 3 clusters Score -577736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -577737.562500 Penalty: 2816.492188
	Iteration 36Q: 3 clusters Score -577737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -577739.500000 Penalty: 2816.492188
	Iteration 37Q: 3 clusters Score -577739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -577739.187500 Penalty: 2816.492188
	Iteration 38Q: 3 clusters Score -577739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -577740.500000 Penalty: 2816.492188
	Iteration 39Q: 3 clusters Score -577740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -577740.937500 Penalty: 2816.492188
	Iteration 40F: 3 clusters Score -577740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -577741.250000 Penalty: 2816.492188
	Iteration 41Q: 3 clusters Score -577741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -577741.625000 Penalty: 2816.492188
	Iteration 42Q: 3 clusters Score -577741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -577741.812500 Penalty: 2816.492188
	Iteration 43Q: 3 clusters Score -577741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -577742.500000 Penalty: 2816.492188
	Iteration 44Q: 3 clusters Score -577742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -577742.000000 Penalty: 2816.492188
	Iteration 45Q: 3 clusters Score -577742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -577742.875000 Penalty: 2816.492188
	Iteration 46Q: 3 clusters Score -577742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -577742.562500 Penalty: 2816.492188
	Iteration 47Q: 3 clusters Score -577742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -577742.562500 Penalty: 2816.492188
	Iteration 48F: 3 clusters Score -577742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Entering Unmasked Estep 
Score: -5683624.500000 Penalty: 1771.128906
	Iteration 0F: 2 clusters Score -5683624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -5647372.500000 Penalty: 3542.257812
	Iteration 0F: 3 clusters Score -5647372 nChanged 25404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5661851.500000 Penalty: 3542.257812
	Iteration 1F: 3 clusters Score -5661852 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5662456.500000 Penalty: 3542.257812
	Iteration 2Q: 3 clusters Score -5662456 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5663263.000000 Penalty: 3542.257812
	Iteration 3Q: 3 clusters Score -5663263 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5664428.000000 Penalty: 3542.257812
	Iteration 4Q: 3 clusters Score -5664428 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -5666139.500000 Penalty: 3542.257812
	Iteration 5F: 3 clusters Score -5666140 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -5668474.500000 Penalty: 3542.257812
	Iteration 6F: 3 clusters Score -5668474 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5671337.000000 Penalty: 3542.257812
	Iteration 7F: 3 clusters Score -5671337 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5674245.000000 Penalty: 3542.257812
	Iteration 8F: 3 clusters Score -5674245 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5676751.000000 Penalty: 3542.257812
	Iteration 9F: 3 clusters Score -5676751 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5678469.000000 Penalty: 3542.257812
	Iteration 10Q: 3 clusters Score -5678469 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5679319.000000 Penalty: 3542.257812
	Iteration 11Q: 3 clusters Score -5679319 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5679820.000000 Penalty: 3542.257812
	Iteration 12Q: 3 clusters Score -5679820 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5680123.000000 Penalty: 3542.257812
	Iteration 13Q: 3 clusters Score -5680123 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -5680330.000000 Penalty: 3542.257812
	Iteration 14Q: 3 clusters Score -5680330 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5680464.000000 Penalty: 3542.257812
	Iteration 15Q: 3 clusters Score -5680464 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5680587.000000 Penalty: 3542.257812
	Iteration 16Q: 3 clusters Score -5680587 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5680683.500000 Penalty: 3542.257812
	Iteration 17Q: 3 clusters Score -5680684 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -5680780.500000 Penalty: 3542.257812
	Iteration 18Q: 3 clusters Score -5680780 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5680841.000000 Penalty: 3542.257812
	Iteration 19Q: 3 clusters Score -5680841 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5680938.000000 Penalty: 3542.257812
	Iteration 20F: 3 clusters Score -5680938 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -5681016.000000 Penalty: 3542.257812
	Iteration 21Q: 3 clusters Score -5681016 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5681101.500000 Penalty: 3542.257812
	Iteration 22Q: 3 clusters Score -5681102 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -5681186.000000 Penalty: 3542.257812
	Iteration 23Q: 3 clusters Score -5681186 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -5681280.500000 Penalty: 3542.257812
	Iteration 24Q: 3 clusters Score -5681280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -5681346.000000 Penalty: 3542.257812
	Iteration 25Q: 3 clusters Score -5681346 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5681420.500000 Penalty: 3542.257812
	Iteration 26Q: 3 clusters Score -5681420 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -5681514.000000 Penalty: 3542.257812
	Iteration 27Q: 3 clusters Score -5681514 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -5681610.000000 Penalty: 3542.257812
	Iteration 28Q: 3 clusters Score -5681610 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5681696.500000 Penalty: 3542.257812
	Iteration 29Q: 3 clusters Score -5681696 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -5681770.500000 Penalty: 3542.257812
	Iteration 30Q: 3 clusters Score -5681770 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -5681837.000000 Penalty: 3542.257812
	Iteration 31Q: 3 clusters Score -5681837 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -5681904.500000 Penalty: 3542.257812
	Iteration 32Q: 3 clusters Score -5681904 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -5681951.000000 Penalty: 3542.257812
	Iteration 33Q: 3 clusters Score -5681951 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -5681982.000000 Penalty: 3542.257812
	Iteration 34Q: 3 clusters Score -5681982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -5682023.000000 Penalty: 3542.257812
	Iteration 35Q: 3 clusters Score -5682023 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -5682063.000000 Penalty: 3542.257812
	Iteration 36Q: 3 clusters Score -5682063 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -5682093.000000 Penalty: 3542.257812
	Iteration 37Q: 3 clusters Score -5682093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -5682118.000000 Penalty: 3542.257812
	Iteration 38Q: 3 clusters Score -5682118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -5682140.000000 Penalty: 3542.257812
	Iteration 39Q: 3 clusters Score -5682140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -5682167.500000 Penalty: 3542.257812
	Iteration 40F: 3 clusters Score -5682168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -5682177.500000 Penalty: 3542.257812
	Iteration 41Q: 3 clusters Score -5682178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -5682191.500000 Penalty: 3542.257812
	Iteration 42Q: 3 clusters Score -5682192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -5682213.000000 Penalty: 3542.257812
	Iteration 43Q: 3 clusters Score -5682213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -5682227.000000 Penalty: 3542.257812
	Iteration 44Q: 3 clusters Score -5682227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -5682241.000000 Penalty: 3542.257812
	Iteration 45Q: 3 clusters Score -5682241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -5682248.000000 Penalty: 3542.257812
	Iteration 46Q: 3 clusters Score -5682248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -5682269.000000 Penalty: 3542.257812
	Iteration 47Q: 3 clusters Score -5682269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -5682271.000000 Penalty: 3542.257812
	Iteration 48Q: 3 clusters Score -5682271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -5682287.500000 Penalty: 3542.257812
	Iteration 49Q: 3 clusters Score -5682288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -5682299.000000 Penalty: 3542.257812
	Iteration 50Q: 3 clusters Score -5682299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -5682297.000000 Penalty: 3542.257812
	Iteration 51Q: 3 clusters Score -5682297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -5682300.500000 Penalty: 3542.257812
	Iteration 52Q: 3 clusters Score -5682300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -5682314.000000 Penalty: 3542.257812
	Iteration 53Q: 3 clusters Score -5682314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -5682322.500000 Penalty: 3542.257812
	Iteration 54Q: 3 clusters Score -5682322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -5682316.500000 Penalty: 3542.257812
	Iteration 55Q: 3 clusters Score -5682316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -5682327.000000 Penalty: 3542.257812
	Iteration 56Q: 3 clusters Score -5682327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -5682333.500000 Penalty: 3542.257812
	Iteration 57Q: 3 clusters Score -5682334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -5682343.000000 Penalty: 3542.257812
	Iteration 58Q: 3 clusters Score -5682343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -5682360.000000 Penalty: 3542.257812
	Iteration 59Q: 3 clusters Score -5682360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -5682373.000000 Penalty: 3542.257812
	Iteration 60F: 3 clusters Score -5682373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -5682388.000000 Penalty: 3542.257812
	Iteration 61Q: 3 clusters Score -5682388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -5682403.500000 Penalty: 3542.257812
	Iteration 62Q: 3 clusters Score -5682404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -5682424.000000 Penalty: 3542.257812
	Iteration 63Q: 3 clusters Score -5682424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -5682431.500000 Penalty: 3542.257812
	Iteration 64Q: 3 clusters Score -5682432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -5682439.000000 Penalty: 3542.257812
	Iteration 65Q: 3 clusters Score -5682439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -5682442.000000 Penalty: 3542.257812
	Iteration 66Q: 3 clusters Score -5682442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -5682455.000000 Penalty: 3542.257812
	Iteration 67Q: 3 clusters Score -5682455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -5682459.500000 Penalty: 3542.257812
	Iteration 68Q: 3 clusters Score -5682460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -5682464.000000 Penalty: 3542.257812
	Iteration 69Q: 3 clusters Score -5682464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -5682468.500000 Penalty: 3542.257812
	Iteration 70Q: 3 clusters Score -5682468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -5682485.500000 Penalty: 3542.257812
	Iteration 71Q: 3 clusters Score -5682486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -5682490.000000 Penalty: 3542.257812
	Iteration 72Q: 3 clusters Score -5682490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -5682510.000000 Penalty: 3542.257812
	Iteration 73Q: 3 clusters Score -5682510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -5682522.000000 Penalty: 3542.257812
	Iteration 74Q: 3 clusters Score -5682522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -5682530.000000 Penalty: 3542.257812
	Iteration 75Q: 3 clusters Score -5682530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -5682535.000000 Penalty: 3542.257812
	Iteration 76Q: 3 clusters Score -5682535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -5682545.500000 Penalty: 3542.257812
	Iteration 77Q: 3 clusters Score -5682546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -5682551.000000 Penalty: 3542.257812
	Iteration 78Q: 3 clusters Score -5682551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -5682551.000000 Penalty: 3542.257812
	Iteration 79Q: 3 clusters Score -5682551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -5682560.000000 Penalty: 3542.257812
	Iteration 80F: 3 clusters Score -5682560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -5682563.500000 Penalty: 3542.257812
	Iteration 81Q: 3 clusters Score -5682564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -5682565.500000 Penalty: 3542.257812
	Iteration 82Q: 3 clusters Score -5682566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -5682564.500000 Penalty: 3542.257812
	Iteration 83Q: 3 clusters Score -5682564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -5682570.000000 Penalty: 3542.257812
	Iteration 84Q: 3 clusters Score -5682570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -5682573.500000 Penalty: 3542.257812
	Iteration 85Q: 3 clusters Score -5682574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -5682578.000000 Penalty: 3542.257812
	Iteration 86Q: 3 clusters Score -5682578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -5682579.500000 Penalty: 3542.257812
	Iteration 87Q: 3 clusters Score -5682580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -5682580.500000 Penalty: 3542.257812
	Iteration 88Q: 3 clusters Score -5682580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -5682578.500000 Penalty: 3542.257812
	Iteration 89Q: 3 clusters Score -5682578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -5682586.500000 Penalty: 3542.257812
	Iteration 90Q: 3 clusters Score -5682586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -5682585.500000 Penalty: 3542.257812
	Iteration 91Q: 3 clusters Score -5682586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -5682583.500000 Penalty: 3542.257812
	Iteration 92Q: 3 clusters Score -5682584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -5682580.500000 Penalty: 3542.257812
	Iteration 93Q: 3 clusters Score -5682580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -5682580.500000 Penalty: 3542.257812
	Iteration 94Q: 3 clusters Score -5682580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -5682587.500000 Penalty: 3542.257812
	Iteration 95Q: 3 clusters Score -5682588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -5682588.000000 Penalty: 3542.257812
	Iteration 96Q: 3 clusters Score -5682588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -5682586.500000 Penalty: 3542.257812
	Iteration 97Q: 3 clusters Score -5682586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -5682583.500000 Penalty: 3542.257812
	Iteration 98Q: 3 clusters Score -5682584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -5682583.500000 Penalty: 3542.257812
	Iteration 99F: 3 clusters Score -5682584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -277124.906250 Penalty: 1288.658569
	Iteration 0F: 2 clusters Score -277124.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -274600.343750 Penalty: 2577.317139
	Iteration 0F: 3 clusters Score -274600.3 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -275228.500000 Penalty: 2577.317139
	Iteration 1F: 3 clusters Score -275228.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -275383.843750 Penalty: 2577.317139
	Iteration 2F: 3 clusters Score -275383.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -275482.031250 Penalty: 2577.317139
	Iteration 3F: 3 clusters Score -275482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -275559.906250 Penalty: 2577.317139
	Iteration 4Q: 3 clusters Score -275559.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -275630.718750 Penalty: 2577.317139
	Iteration 5Q: 3 clusters Score -275630.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -275701.500000 Penalty: 2577.317139
	Iteration 6Q: 3 clusters Score -275701.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -275766.437500 Penalty: 2577.317139
	Iteration 7Q: 3 clusters Score -275766.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -275803.468750 Penalty: 2577.317139
	Iteration 8Q: 3 clusters Score -275803.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -275832.031250 Penalty: 2577.317139
	Iteration 9Q: 3 clusters Score -275832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -275856.093750 Penalty: 2577.317139
	Iteration 10Q: 3 clusters Score -275856.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -275872.843750 Penalty: 2577.317139
	Iteration 11Q: 3 clusters Score -275872.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -275889.937500 Penalty: 2577.317139
	Iteration 12Q: 3 clusters Score -275889.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -275903.812500 Penalty: 2577.317139
	Iteration 13Q: 3 clusters Score -275903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -275914.562500 Penalty: 2577.317139
	Iteration 14Q: 3 clusters Score -275914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -275920.218750 Penalty: 2577.317139
	Iteration 15Q: 3 clusters Score -275920.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -275925.218750 Penalty: 2577.317139
	Iteration 16Q: 3 clusters Score -275925.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -275933.406250 Penalty: 2577.317139
	Iteration 17Q: 3 clusters Score -275933.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -275948.062500 Penalty: 2577.317139
	Iteration 18Q: 3 clusters Score -275948.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -275962.437500 Penalty: 2577.317139
	Iteration 19Q: 3 clusters Score -275962.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -275982.468750 Penalty: 2577.317139
	Iteration 20F: 3 clusters Score -275982.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -275999.281250 Penalty: 2577.317139
	Iteration 21Q: 3 clusters Score -275999.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -276009.125000 Penalty: 2577.317139
	Iteration 22Q: 3 clusters Score -276009.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -276020.406250 Penalty: 2577.317139
	Iteration 23Q: 3 clusters Score -276020.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -276029.406250 Penalty: 2577.317139
	Iteration 24Q: 3 clusters Score -276029.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -276039.937500 Penalty: 2577.317139
	Iteration 25Q: 3 clusters Score -276039.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -276051.218750 Penalty: 2577.317139
	Iteration 26Q: 3 clusters Score -276051.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -276065.656250 Penalty: 2577.317139
	Iteration 27Q: 3 clusters Score -276065.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -276087.468750 Penalty: 2577.317139
	Iteration 28Q: 3 clusters Score -276087.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -276108.468750 Penalty: 2577.317139
	Iteration 29Q: 3 clusters Score -276108.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -276130.437500 Penalty: 2577.317139
	Iteration 30Q: 3 clusters Score -276130.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -276143.281250 Penalty: 2577.317139
	Iteration 31Q: 3 clusters Score -276143.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -276153.468750 Penalty: 2577.317139
	Iteration 32Q: 3 clusters Score -276153.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -276169.468750 Penalty: 2577.317139
	Iteration 33Q: 3 clusters Score -276169.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -276189.906250 Penalty: 2577.317139
	Iteration 34Q: 3 clusters Score -276189.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -276213.062500 Penalty: 2577.317139
	Iteration 35Q: 3 clusters Score -276213.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -276238.968750 Penalty: 2577.317139
	Iteration 36Q: 3 clusters Score -276239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -276259.250000 Penalty: 2577.317139
	Iteration 37Q: 3 clusters Score -276259.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -276277.031250 Penalty: 2577.317139
	Iteration 38Q: 3 clusters Score -276277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -276295.218750 Penalty: 2577.317139
	Iteration 39Q: 3 clusters Score -276295.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -276309.562500 Penalty: 2577.317139
	Iteration 40F: 3 clusters Score -276309.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -276324.156250 Penalty: 2577.317139
	Iteration 41Q: 3 clusters Score -276324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -276331.718750 Penalty: 2577.317139
	Iteration 42Q: 3 clusters Score -276331.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -276335.687500 Penalty: 2577.317139
	Iteration 43Q: 3 clusters Score -276335.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -276338.250000 Penalty: 2577.317139
	Iteration 44Q: 3 clusters Score -276338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -276340.375000 Penalty: 2577.317139
	Iteration 45Q: 3 clusters Score -276340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -276343.031250 Penalty: 2577.317139
	Iteration 46Q: 3 clusters Score -276343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -276344.593750 Penalty: 2577.317139
	Iteration 47Q: 3 clusters Score -276344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -276345.375000 Penalty: 2577.317139
	Iteration 48Q: 3 clusters Score -276345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -276345.375000 Penalty: 2577.317139
	Iteration 49F: 3 clusters Score -276345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Entering Unmasked Estep 
Score: -1192579.250000 Penalty: 1522.443237
	Iteration 0F: 2 clusters Score -1192579 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 5883 members 
Entering Unmasked Estep 
Score: -1184365.750000 Penalty: 3044.886475
	Iteration 0F: 3 clusters Score -1184366 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1187138.125000 Penalty: 3044.886475
	Iteration 1F: 3 clusters Score -1187138 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1187531.250000 Penalty: 3044.886475
	Iteration 2F: 3 clusters Score -1187531 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1187940.625000 Penalty: 3044.886475
	Iteration 3F: 3 clusters Score -1187941 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1188354.125000 Penalty: 3044.886475
	Iteration 4F: 3 clusters Score -1188354 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1188730.125000 Penalty: 3044.886475
	Iteration 5F: 3 clusters Score -1188730 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1189064.500000 Penalty: 3044.886475
	Iteration 6F: 3 clusters Score -1189064 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1189360.625000 Penalty: 3044.886475
	Iteration 7F: 3 clusters Score -1189361 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1189567.375000 Penalty: 3044.886475
	Iteration 8Q: 3 clusters Score -1189567 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1189735.000000 Penalty: 3044.886475
	Iteration 9Q: 3 clusters Score -1189735 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1189883.125000 Penalty: 3044.886475
	Iteration 10Q: 3 clusters Score -1189883 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1190039.375000 Penalty: 3044.886475
	Iteration 11Q: 3 clusters Score -1190039 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1190190.625000 Penalty: 3044.886475
	Iteration 12Q: 3 clusters Score -1190191 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1190354.000000 Penalty: 3044.886475
	Iteration 13Q: 3 clusters Score -1190354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1190497.875000 Penalty: 3044.886475
	Iteration 14Q: 3 clusters Score -1190498 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1190659.500000 Penalty: 3044.886475
	Iteration 15Q: 3 clusters Score -1190660 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1190807.375000 Penalty: 3044.886475
	Iteration 16Q: 3 clusters Score -1190807 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1190922.250000 Penalty: 3044.886475
	Iteration 17Q: 3 clusters Score -1190922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1191026.000000 Penalty: 3044.886475
	Iteration 18Q: 3 clusters Score -1191026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1191099.750000 Penalty: 3044.886475
	Iteration 19Q: 3 clusters Score -1191100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1191161.750000 Penalty: 3044.886475
	Iteration 20F: 3 clusters Score -1191162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1191206.625000 Penalty: 3044.886475
	Iteration 21Q: 3 clusters Score -1191207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1191240.375000 Penalty: 3044.886475
	Iteration 22Q: 3 clusters Score -1191240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1191271.000000 Penalty: 3044.886475
	Iteration 23Q: 3 clusters Score -1191271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1191280.875000 Penalty: 3044.886475
	Iteration 24Q: 3 clusters Score -1191281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1191295.000000 Penalty: 3044.886475
	Iteration 25Q: 3 clusters Score -1191295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1191305.125000 Penalty: 3044.886475
	Iteration 26Q: 3 clusters Score -1191305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1191314.000000 Penalty: 3044.886475
	Iteration 27Q: 3 clusters Score -1191314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1191317.625000 Penalty: 3044.886475
	Iteration 28Q: 3 clusters Score -1191318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1191323.500000 Penalty: 3044.886475
	Iteration 29Q: 3 clusters Score -1191324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1191326.000000 Penalty: 3044.886475
	Iteration 30Q: 3 clusters Score -1191326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1191329.875000 Penalty: 3044.886475
	Iteration 31Q: 3 clusters Score -1191330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1191336.250000 Penalty: 3044.886475
	Iteration 32Q: 3 clusters Score -1191336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1191337.875000 Penalty: 3044.886475
	Iteration 33Q: 3 clusters Score -1191338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1191340.000000 Penalty: 3044.886475
	Iteration 34Q: 3 clusters Score -1191340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1191341.125000 Penalty: 3044.886475
	Iteration 35Q: 3 clusters Score -1191341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1191342.625000 Penalty: 3044.886475
	Iteration 36Q: 3 clusters Score -1191343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1191343.000000 Penalty: 3044.886475
	Iteration 37Q: 3 clusters Score -1191343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1191344.250000 Penalty: 3044.886475
	Iteration 38Q: 3 clusters Score -1191344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1191347.375000 Penalty: 3044.886475
	Iteration 39Q: 3 clusters Score -1191347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1191347.875000 Penalty: 3044.886475
	Iteration 40F: 3 clusters Score -1191348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1191352.250000 Penalty: 3044.886475
	Iteration 41Q: 3 clusters Score -1191352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1191353.125000 Penalty: 3044.886475
	Iteration 42Q: 3 clusters Score -1191353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1191355.000000 Penalty: 3044.886475
	Iteration 43Q: 3 clusters Score -1191355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1191359.500000 Penalty: 3044.886475
	Iteration 44Q: 3 clusters Score -1191360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1191361.875000 Penalty: 3044.886475
	Iteration 45Q: 3 clusters Score -1191362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1191361.500000 Penalty: 3044.886475
	Iteration 46Q: 3 clusters Score -1191362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1191361.500000 Penalty: 3044.886475
	Iteration 47F: 3 clusters Score -1191362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -241508.062500 Penalty: 1285.887695
	Iteration 0F: 2 clusters Score -241508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -238985.109375 Penalty: 2571.775391
	Iteration 0F: 3 clusters Score -238985.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -239778.734375 Penalty: 2571.775391
	Iteration 1F: 3 clusters Score -239778.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -240099.546875 Penalty: 2571.775391
	Iteration 2F: 3 clusters Score -240099.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -240337.687500 Penalty: 2571.775391
	Iteration 3F: 3 clusters Score -240337.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -240545.609375 Penalty: 2571.775391
	Iteration 4F: 3 clusters Score -240545.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -240688.453125 Penalty: 2571.775391
	Iteration 5F: 3 clusters Score -240688.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -240842.328125 Penalty: 2571.775391
	Iteration 6F: 3 clusters Score -240842.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -240966.296875 Penalty: 2571.775391
	Iteration 7Q: 3 clusters Score -240966.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241056.921875 Penalty: 2571.775391
	Iteration 8Q: 3 clusters Score -241056.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -241143.375000 Penalty: 2571.775391
	Iteration 9Q: 3 clusters Score -241143.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -241244.281250 Penalty: 2571.775391
	Iteration 10Q: 3 clusters Score -241244.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -241326.765625 Penalty: 2571.775391
	Iteration 11Q: 3 clusters Score -241326.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -241393.750000 Penalty: 2571.775391
	Iteration 12Q: 3 clusters Score -241393.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -241448.656250 Penalty: 2571.775391
	Iteration 13Q: 3 clusters Score -241448.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -241480.171875 Penalty: 2571.775391
	Iteration 14Q: 3 clusters Score -241480.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -241496.203125 Penalty: 2571.775391
	Iteration 15Q: 3 clusters Score -241496.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -241509.187500 Penalty: 2571.775391
	Iteration 16Q: 3 clusters Score -241509.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241518.437500 Penalty: 2571.775391
	Iteration 17Q: 3 clusters Score -241518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241523.265625 Penalty: 2571.775391
	Iteration 18Q: 3 clusters Score -241523.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -241526.843750 Penalty: 2571.775391
	Iteration 19Q: 3 clusters Score -241526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -241528.562500 Penalty: 2571.775391
	Iteration 20F: 3 clusters Score -241528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -241530.953125 Penalty: 2571.775391
	Iteration 21Q: 3 clusters Score -241531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -241532.281250 Penalty: 2571.775391
	Iteration 22Q: 3 clusters Score -241532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -241532.687500 Penalty: 2571.775391
	Iteration 23Q: 3 clusters Score -241532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -241533.218750 Penalty: 2571.775391
	Iteration 24Q: 3 clusters Score -241533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -241533.218750 Penalty: 2571.775391
	Iteration 25F: 3 clusters Score -241533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112917 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4354 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 1973 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 760 members 
Entering Unmasked Estep 
Score: -154067792.000000 Penalty: 111104.703125
Splitting cluster 33 changes total score from -154068944.000000 to -154067792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -745353.125000 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -745353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -740141.875000 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -740141.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -741741.875000 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -741741.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -741988.937500 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -741988.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -742207.562500 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -742207.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -742432.000000 Penalty: 2876.604492
	Iteration 4Q: 3 clusters Score -742432 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -742681.562500 Penalty: 2876.604492
	Iteration 5Q: 3 clusters Score -742681.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -742941.125000 Penalty: 2876.604492
	Iteration 6F: 3 clusters Score -742941.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -743243.000000 Penalty: 2876.604492
	Iteration 7F: 3 clusters Score -743243 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -743515.625000 Penalty: 2876.604492
	Iteration 8F: 3 clusters Score -743515.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -743759.062500 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -743759.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -743944.062500 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -743944.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -744064.750000 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -744064.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -744154.625000 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -744154.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -744231.000000 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -744231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -744289.375000 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -744289.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -744342.562500 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -744342.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -744386.187500 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -744386.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -744419.250000 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -744419.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -744444.875000 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -744444.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -744473.375000 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -744473.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -744503.937500 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -744503.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -744528.375000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -744528.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -744549.812500 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -744549.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -744568.750000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -744568.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -744583.312500 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -744583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -744593.750000 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -744593.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -744604.437500 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -744604.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -744609.250000 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -744609.2 nChanged 19
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: -744612.812500 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -744612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -744615.750000 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -744615.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -744620.687500 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -744620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -744622.562500 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -744622.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -744627.812500 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -744627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -744631.750000 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -744631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -744633.437500 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -744633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -744634.437500 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -744634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -744637.250000 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -744637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -744638.437500 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -744638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -744640.625000 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -744640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -744642.250000 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -744642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -744644.687500 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -744644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -744649.437500 Penalty: 2876.604492
	Iteration 41Q: 3 clusters Score -744649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -744651.062500 Penalty: 2876.604492
	Iteration 42Q: 3 clusters Score -744651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -744653.625000 Penalty: 2876.604492
	Iteration 43Q: 3 clusters Score -744653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -744653.750000 Penalty: 2876.604492
	Iteration 44Q: 3 clusters Score -744653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -744653.312500 Penalty: 2876.604492
	Iteration 45Q: 3 clusters Score -744653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -744654.250000 Penalty: 2876.604492
	Iteration 46Q: 3 clusters Score -744654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -744655.187500 Penalty: 2876.604492
	Iteration 47Q: 3 clusters Score -744655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -744654.937500 Penalty: 2876.604492
	Iteration 48Q: 3 clusters Score -744654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -744654.937500 Penalty: 2876.604492
	Iteration 49Q: 3 clusters Score -744654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -744655.312500 Penalty: 2876.604492
	Iteration 50Q: 3 clusters Score -744655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -744655.312500 Penalty: 2876.604492
	Iteration 51F: 3 clusters Score -744655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Entering Unmasked Estep 
Score: -3163156.750000 Penalty: 1677.959961
	Iteration 0F: 2 clusters Score -3163157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3142520.500000 Penalty: 3355.919922
	Iteration 0F: 3 clusters Score -3142520 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3150344.250000 Penalty: 3355.919922
	Iteration 1F: 3 clusters Score -3150344 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3150772.250000 Penalty: 3355.919922
	Iteration 2Q: 3 clusters Score -3150772 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3151186.750000 Penalty: 3355.919922
	Iteration 3Q: 3 clusters Score -3151187 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3151587.750000 Penalty: 3355.919922
	Iteration 4Q: 3 clusters Score -3151588 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3151959.250000 Penalty: 3355.919922
	Iteration 5Q: 3 clusters Score -3151959 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3152343.250000 Penalty: 3355.919922
	Iteration 6Q: 3 clusters Score -3152343 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3152705.750000 Penalty: 3355.919922
	Iteration 7Q: 3 clusters Score -3152706 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3153111.500000 Penalty: 3355.919922
	Iteration 8Q: 3 clusters Score -3153112 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3153481.000000 Penalty: 3355.919922
	Iteration 9Q: 3 clusters Score -3153481 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3153928.250000 Penalty: 3355.919922
	Iteration 10Q: 3 clusters Score -3153928 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3154437.500000 Penalty: 3355.919922
	Iteration 11Q: 3 clusters Score -3154438 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3155068.500000 Penalty: 3355.919922
	Iteration 12Q: 3 clusters Score -3155068 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3155886.500000 Penalty: 3355.919922
	Iteration 13Q: 3 clusters Score -3155886 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3156878.250000 Penalty: 3355.919922
	Iteration 14F: 3 clusters Score -3156878 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3157936.000000 Penalty: 3355.919922
	Iteration 15F: 3 clusters Score -3157936 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3159005.500000 Penalty: 3355.919922
	Iteration 16Q: 3 clusters Score -3159006 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3159934.750000 Penalty: 3355.919922
	Iteration 17Q: 3 clusters Score -3159935 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3160584.000000 Penalty: 3355.919922
	Iteration 18Q: 3 clusters Score -3160584 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3161013.500000 Penalty: 3355.919922
	Iteration 19Q: 3 clusters Score -3161014 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3161258.250000 Penalty: 3355.919922
	Iteration 20F: 3 clusters Score -3161258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3161407.750000 Penalty: 3355.919922
	Iteration 21Q: 3 clusters Score -3161408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3161511.000000 Penalty: 3355.919922
	Iteration 22Q: 3 clusters Score -3161511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3161564.750000 Penalty: 3355.919922
	Iteration 23Q: 3 clusters Score -3161565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3161610.000000 Penalty: 3355.919922
	Iteration 24Q: 3 clusters Score -3161610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3161632.250000 Penalty: 3355.919922
	Iteration 25Q: 3 clusters Score -3161632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3161650.500000 Penalty: 3355.919922
	Iteration 26Q: 3 clusters Score -3161650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3161664.750000 Penalty: 3355.919922
	Iteration 27Q: 3 clusters Score -3161665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3161682.000000 Penalty: 3355.919922
	Iteration 28Q: 3 clusters Score -3161682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3161687.750000 Penalty: 3355.919922
	Iteration 29Q: 3 clusters Score -3161688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3161690.250000 Penalty: 3355.919922
	Iteration 30Q: 3 clusters Score -3161690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3161697.000000 Penalty: 3355.919922
	Iteration 31Q: 3 clusters Score -3161697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3161703.000000 Penalty: 3355.919922
	Iteration 32Q: 3 clusters Score -3161703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3161709.750000 Penalty: 3355.919922
	Iteration 33Q: 3 clusters Score -3161710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3161719.000000 Penalty: 3355.919922
	Iteration 34Q: 3 clusters Score -3161719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3161732.750000 Penalty: 3355.919922
	Iteration 35Q: 3 clusters Score -3161733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3161745.750000 Penalty: 3355.919922
	Iteration 36Q: 3 clusters Score -3161746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3161752.250000 Penalty: 3355.919922
	Iteration 37Q: 3 clusters Score -3161752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3161750.250000 Penalty: 3355.919922
	Iteration 38Q: 3 clusters Score -3161750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3161755.000000 Penalty: 3355.919922
	Iteration 39Q: 3 clusters Score -3161755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3161755.500000 Penalty: 3355.919922
	Iteration 40F: 3 clusters Score -3161756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Entering Unmasked Estep 
Score: -16174060.000000 Penalty: 1942.518066
	Iteration 0F: 2 clusters Score -1.617406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -16072935.000000 Penalty: 3885.036133
	Iteration 0F: 3 clusters Score -1.607294e+07 nChanged 74911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -16117471.000000 Penalty: 3885.036133
	Iteration 1F: 3 clusters Score -1.611747e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -16118691.000000 Penalty: 3885.036133
	Iteration 2Q: 3 clusters Score -1.611869e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -16120117.000000 Penalty: 3885.036133
	Iteration 3Q: 3 clusters Score -1.612012e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -16122444.000000 Penalty: 3885.036133
	Iteration 4Q: 3 clusters Score -1.612244e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -16125740.000000 Penalty: 3885.036133
	Iteration 5Q: 3 clusters Score -1.612574e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -16130042.000000 Penalty: 3885.036133
	Iteration 6F: 3 clusters Score -1.613004e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -16135291.000000 Penalty: 3885.036133
	Iteration 7F: 3 clusters Score -1.613529e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -16141114.000000 Penalty: 3885.036133
	Iteration 8F: 3 clusters Score -1.614111e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -16147566.000000 Penalty: 3885.036133
	Iteration 9F: 3 clusters Score -1.614757e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 113562 members 
Entering Unmasked Estep 
Score: -16153705.000000 Penalty: 3885.036133
	Iteration 10Q: 3 clusters Score -1.61537e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -16158227.000000 Penalty: 3885.036133
	Iteration 11Q: 3 clusters Score -1.615823e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -16161094.000000 Penalty: 3885.036133
	Iteration 12Q: 3 clusters Score -1.616109e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 127073 members 
Entering Unmasked Estep 
Score: -16163272.000000 Penalty: 3885.036133
	Iteration 13Q: 3 clusters Score -1.616327e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 130825 members 
Entering Unmasked Estep 
Score: -16165111.000000 Penalty: 3885.036133
	Iteration 14Q: 3 clusters Score -1.616511e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 134200 members 
Entering Unmasked Estep 
Score: -16166786.000000 Penalty: 3885.036133
	Iteration 15Q: 3 clusters Score -1.616679e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -16168555.000000 Penalty: 3885.036133
	Iteration 16Q: 3 clusters Score -1.616856e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -16169960.000000 Penalty: 3885.036133
	Iteration 17Q: 3 clusters Score -1.616996e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 142398 members 
Entering Unmasked Estep 
Score: -16171115.000000 Penalty: 3885.036133
	Iteration 18Q: 3 clusters Score -1.617112e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 144330 members 
Entering Unmasked Estep 
Score: -16171908.000000 Penalty: 3885.036133
	Iteration 19Q: 3 clusters Score -1.617191e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 145972 members 
Entering Unmasked Estep 
Score: -16172615.000000 Penalty: 3885.036133
	Iteration 20F: 3 clusters Score -1.617262e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -16173214.000000 Penalty: 3885.036133
	Iteration 21Q: 3 clusters Score -1.617321e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 148456 members 
Entering Unmasked Estep 
Score: -16173530.000000 Penalty: 3885.036133
	Iteration 22Q: 3 clusters Score -1.617353e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -16173702.000000 Penalty: 3885.036133
	Iteration 23Q: 3 clusters Score -1.61737e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -16173733.000000 Penalty: 3885.036133
	Iteration 24Q: 3 clusters Score -1.617373e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 150432 members 
Entering Unmasked Estep 
Score: -16173739.000000 Penalty: 3885.036133
	Iteration 25Q: 3 clusters Score -1.617374e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 150819 members 
Entering Unmasked Estep 
Score: -16173792.000000 Penalty: 3885.036133
	Iteration 26Q: 3 clusters Score -1.617379e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 151168 members 
Entering Unmasked Estep 
Score: -16173874.000000 Penalty: 3885.036133
	Iteration 27Q: 3 clusters Score -1.617387e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -16173867.000000 Penalty: 3885.036133
	Iteration 28Q: 3 clusters Score -1.617387e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 151691 members 
Entering Unmasked Estep 
Score: -16173873.000000 Penalty: 3885.036133
	Iteration 29Q: 3 clusters Score -1.617387e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -16173877.000000 Penalty: 3885.036133
	Iteration 30Q: 3 clusters Score -1.617388e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 152005 members 
Entering Unmasked Estep 
Score: -16173871.000000 Penalty: 3885.036133
	Iteration 31Q: 3 clusters Score -1.617387e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 152104 members 
Entering Unmasked Estep 
Score: -16173827.000000 Penalty: 3885.036133
	Iteration 32Q: 3 clusters Score -1.617383e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -16173849.000000 Penalty: 3885.036133
	Iteration 33Q: 3 clusters Score -1.617385e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -16173813.000000 Penalty: 3885.036133
	Iteration 34Q: 3 clusters Score -1.617381e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -16173822.000000 Penalty: 3885.036133
	Iteration 35Q: 3 clusters Score -1.617382e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -16173852.000000 Penalty: 3885.036133
	Iteration 36Q: 3 clusters Score -1.617385e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -16173854.000000 Penalty: 3885.036133
	Iteration 37Q: 3 clusters Score -1.617385e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -16173839.000000 Penalty: 3885.036133
	Iteration 38Q: 3 clusters Score -1.617384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -16173833.000000 Penalty: 3885.036133
	Iteration 39Q: 3 clusters Score -1.617383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 152504 members 
Entering Unmasked Estep 
Score: -16173833.000000 Penalty: 3885.036133
	Iteration 40F: 3 clusters Score -1.617383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 152531 members 
Entering Unmasked Estep 
Score: -16173814.000000 Penalty: 3885.036133
	Iteration 41Q: 3 clusters Score -1.617381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -16173809.000000 Penalty: 3885.036133
	Iteration 42Q: 3 clusters Score -1.617381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -16173811.000000 Penalty: 3885.036133
	Iteration 43Q: 3 clusters Score -1.617381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 152586 members 
Entering Unmasked Estep 
Score: -16173787.000000 Penalty: 3885.036133
	Iteration 44Q: 3 clusters Score -1.617379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -16173800.000000 Penalty: 3885.036133
	Iteration 45Q: 3 clusters Score -1.61738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -16173796.000000 Penalty: 3885.036133
	Iteration 46Q: 3 clusters Score -1.61738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 152650 members 
Entering Unmasked Estep 
Score: -16173799.000000 Penalty: 3885.036133
	Iteration 47Q: 3 clusters Score -1.61738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -16173822.000000 Penalty: 3885.036133
	Iteration 48Q: 3 clusters Score -1.617382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -16173798.000000 Penalty: 3885.036133
	Iteration 49Q: 3 clusters Score -1.61738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -16173797.000000 Penalty: 3885.036133
	Iteration 50Q: 3 clusters Score -1.61738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -16173801.000000 Penalty: 3885.036133
	Iteration 51Q: 3 clusters Score -1.61738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -16173800.000000 Penalty: 3885.036133
	Iteration 52Q: 3 clusters Score -1.61738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 152709 members 
Entering Unmasked Estep 
Score: -16173799.000000 Penalty: 3885.036133
	Iteration 53Q: 3 clusters Score -1.61738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -16173799.000000 Penalty: 3885.036133
	Iteration 54Q: 3 clusters Score -1.61738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -16173807.000000 Penalty: 3885.036133
	Iteration 55Q: 3 clusters Score -1.617381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -16173803.000000 Penalty: 3885.036133
	Iteration 56Q: 3 clusters Score -1.61738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -16173801.000000 Penalty: 3885.036133
	Iteration 57Q: 3 clusters Score -1.61738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -16173800.000000 Penalty: 3885.036133
	Iteration 58Q: 3 clusters Score -1.61738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -16173798.000000 Penalty: 3885.036133
	Iteration 59Q: 3 clusters Score -1.61738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 152733 members 
Entering Unmasked Estep 
Score: -16173790.000000 Penalty: 3885.036133
	Iteration 60F: 3 clusters Score -1.617379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -16173794.000000 Penalty: 3885.036133
	Iteration 61Q: 3 clusters Score -1.617379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 152736 members 
Entering Unmasked Estep 
Score: -16173792.000000 Penalty: 3885.036133
	Iteration 62Q: 3 clusters Score -1.617379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -16173780.000000 Penalty: 3885.036133
	Iteration 63Q: 3 clusters Score -1.617378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -16173786.000000 Penalty: 3885.036133
	Iteration 64Q: 3 clusters Score -1.617379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 152740 members 
Entering Unmasked Estep 
Score: -16173773.000000 Penalty: 3885.036133
	Iteration 65Q: 3 clusters Score -1.617377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 152742 members 
Entering Unmasked Estep 
Score: -16173763.000000 Penalty: 3885.036133
	Iteration 66Q: 3 clusters Score -1.617376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 152742 members 
Entering Unmasked Estep 
Score: -16173763.000000 Penalty: 3885.036133
	Iteration 67F: 3 clusters Score -1.617376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Entering Unmasked Estep 
Score: -918438.312500 Penalty: 1478.490479
	Iteration 0F: 2 clusters Score -918438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -911927.812500 Penalty: 2956.980957
	Iteration 0F: 3 clusters Score -911927.8 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -914037.562500 Penalty: 2956.980957
	Iteration 1F: 3 clusters Score -914037.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -914368.750000 Penalty: 2956.980957
	Iteration 2F: 3 clusters Score -914368.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -914602.062500 Penalty: 2956.980957
	Iteration 3F: 3 clusters Score -914602.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -914783.312500 Penalty: 2956.980957
	Iteration 4Q: 3 clusters Score -914783.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -914959.687500 Penalty: 2956.980957
	Iteration 5Q: 3 clusters Score -914959.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -915137.562500 Penalty: 2956.980957
	Iteration 6Q: 3 clusters Score -915137.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -915292.437500 Penalty: 2956.980957
	Iteration 7Q: 3 clusters Score -915292.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -915441.937500 Penalty: 2956.980957
	Iteration 8Q: 3 clusters Score -915441.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -915577.937500 Penalty: 2956.980957
	Iteration 9Q: 3 clusters Score -915577.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -915699.562500 Penalty: 2956.980957
	Iteration 10Q: 3 clusters Score -915699.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -915799.000000 Penalty: 2956.980957
	Iteration 11Q: 3 clusters Score -915799 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -915902.500000 Penalty: 2956.980957
	Iteration 12Q: 3 clusters Score -915902.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -915989.437500 Penalty: 2956.980957
	Iteration 13Q: 3 clusters Score -915989.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -916056.500000 Penalty: 2956.980957
	Iteration 14Q: 3 clusters Score -916056.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -916111.750000 Penalty: 2956.980957
	Iteration 15Q: 3 clusters Score -916111.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -916154.750000 Penalty: 2956.980957
	Iteration 16Q: 3 clusters Score -916154.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -916191.812500 Penalty: 2956.980957
	Iteration 17Q: 3 clusters Score -916191.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -916211.437500 Penalty: 2956.980957
	Iteration 18Q: 3 clusters Score -916211.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -916236.500000 Penalty: 2956.980957
	Iteration 19Q: 3 clusters Score -916236.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -916265.875000 Penalty: 2956.980957
	Iteration 20F: 3 clusters Score -916265.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -916287.000000 Penalty: 2956.980957
	Iteration 21Q: 3 clusters Score -916287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -916302.812500 Penalty: 2956.980957
	Iteration 22Q: 3 clusters Score -916302.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -916324.500000 Penalty: 2956.980957
	Iteration 23Q: 3 clusters Score -916324.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -916345.000000 Penalty: 2956.980957
	Iteration 24Q: 3 clusters Score -916345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -916361.875000 Penalty: 2956.980957
	Iteration 25Q: 3 clusters Score -916361.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -916386.250000 Penalty: 2956.980957
	Iteration 26Q: 3 clusters Score -916386.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -916415.250000 Penalty: 2956.980957
	Iteration 27Q: 3 clusters Score -916415.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -916442.812500 Penalty: 2956.980957
	Iteration 28Q: 3 clusters Score -916442.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -916469.937500 Penalty: 2956.980957
	Iteration 29Q: 3 clusters Score -916469.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -916496.062500 Penalty: 2956.980957
	Iteration 30Q: 3 clusters Score -916496.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -916523.875000 Penalty: 2956.980957
	Iteration 31Q: 3 clusters Score -916523.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -916556.750000 Penalty: 2956.980957
	Iteration 32Q: 3 clusters Score -916556.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -916617.437500 Penalty: 2956.980957
	Iteration 33Q: 3 clusters Score -916617.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -916704.562500 Penalty: 2956.980957
	Iteration 34Q: 3 clusters Score -916704.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -916831.250000 Penalty: 2956.980957
	Iteration 35Q: 3 clusters Score -916831.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -916977.312500 Penalty: 2956.980957
	Iteration 36Q: 3 clusters Score -916977.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -917083.062500 Penalty: 2956.980957
	Iteration 37Q: 3 clusters Score -917083.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -917141.062500 Penalty: 2956.980957
	Iteration 38Q: 3 clusters Score -917141.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -917171.375000 Penalty: 2956.980957
	Iteration 39Q: 3 clusters Score -917171.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -917187.562500 Penalty: 2956.980957
	Iteration 40F: 3 clusters Score -917187.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -917196.875000 Penalty: 2956.980957
	Iteration 41Q: 3 clusters Score -917196.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -917204.500000 Penalty: 2956.980957
	Iteration 42Q: 3 clusters Score -917204.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -917207.187500 Penalty: 2956.980957
	Iteration 43Q: 3 clusters Score -917207.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -917214.625000 Penalty: 2956.980957
	Iteration 44Q: 3 clusters Score -917214.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -917219.250000 Penalty: 2956.980957
	Iteration 45Q: 3 clusters Score -917219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -917221.687500 Penalty: 2956.980957
	Iteration 46Q: 3 clusters Score -917221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -917223.500000 Penalty: 2956.980957
	Iteration 47Q: 3 clusters Score -917223.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -917225.687500 Penalty: 2956.980957
	Iteration 48Q: 3 clusters Score -917225.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -917230.437500 Penalty: 2956.980957
	Iteration 49Q: 3 clusters Score -917230.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -917237.000000 Penalty: 2956.980957
	Iteration 50Q: 3 clusters Score -917237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -917237.687500 Penalty: 2956.980957
	Iteration 51Q: 3 clusters Score -917237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -917239.625000 Penalty: 2956.980957
	Iteration 52Q: 3 clusters Score -917239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -917240.000000 Penalty: 2956.980957
	Iteration 53Q: 3 clusters Score -917240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -917240.937500 Penalty: 2956.980957
	Iteration 54Q: 3 clusters Score -917240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -917242.687500 Penalty: 2956.980957
	Iteration 55Q: 3 clusters Score -917242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -917240.437500 Penalty: 2956.980957
	Iteration 56Q: 3 clusters Score -917240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -917243.562500 Penalty: 2956.980957
	Iteration 57Q: 3 clusters Score -917243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -917243.687500 Penalty: 2956.980957
	Iteration 58Q: 3 clusters Score -917243.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -917246.500000 Penalty: 2956.980957
	Iteration 59Q: 3 clusters Score -917246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -917246.562500 Penalty: 2956.980957
	Iteration 60F: 3 clusters Score -917246.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -917251.375000 Penalty: 2956.980957
	Iteration 61Q: 3 clusters Score -917251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -917252.187500 Penalty: 2956.980957
	Iteration 62Q: 3 clusters Score -917252.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -917253.125000 Penalty: 2956.980957
	Iteration 63Q: 3 clusters Score -917253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -917251.812500 Penalty: 2956.980957
	Iteration 64Q: 3 clusters Score -917251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -917253.375000 Penalty: 2956.980957
	Iteration 65Q: 3 clusters Score -917253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -917253.000000 Penalty: 2956.980957
	Iteration 66Q: 3 clusters Score -917253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -917254.187500 Penalty: 2956.980957
	Iteration 67Q: 3 clusters Score -917254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -917257.250000 Penalty: 2956.980957
	Iteration 68Q: 3 clusters Score -917257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -917259.625000 Penalty: 2956.980957
	Iteration 69Q: 3 clusters Score -917259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -917256.312500 Penalty: 2956.980957
	Iteration 70Q: 3 clusters Score -917256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -917257.625000 Penalty: 2956.980957
	Iteration 71Q: 3 clusters Score -917257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -917258.375000 Penalty: 2956.980957
	Iteration 72Q: 3 clusters Score -917258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -917257.312500 Penalty: 2956.980957
	Iteration 73Q: 3 clusters Score -917257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -917257.500000 Penalty: 2956.980957
	Iteration 74Q: 3 clusters Score -917257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -917257.500000 Penalty: 2956.980957
	Iteration 75F: 3 clusters Score -917257.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -215898.109375 Penalty: 1252.689697
	Iteration 0F: 2 clusters Score -215898.1 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 1101 members 
Entering Unmasked Estep 
Score: -213645.609375 Penalty: 2505.379395
	Iteration 0F: 3 clusters Score -213645.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -214194.437500 Penalty: 2505.379395
	Iteration 1F: 3 clusters Score -214194.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214334.625000 Penalty: 2505.379395
	Iteration 2F: 3 clusters Score -214334.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -214433.781250 Penalty: 2505.379395
	Iteration 3F: 3 clusters Score -214433.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214492.906250 Penalty: 2505.379395
	Iteration 4Q: 3 clusters Score -214492.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -214543.906250 Penalty: 2505.379395
	Iteration 5Q: 3 clusters Score -214543.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214601.125000 Penalty: 2505.379395
	Iteration 6Q: 3 clusters Score -214601.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -214662.984375 Penalty: 2505.379395
	Iteration 7Q: 3 clusters Score -214663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -214730.703125 Penalty: 2505.379395
	Iteration 8Q: 3 clusters Score -214730.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -214796.765625 Penalty: 2505.379395
	Iteration 9Q: 3 clusters Score -214796.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -214886.062500 Penalty: 2505.379395
	Iteration 10Q: 3 clusters Score -214886.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -215050.078125 Penalty: 2505.379395
	Iteration 11Q: 3 clusters Score -215050.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -215274.218750 Penalty: 2505.379395
	Iteration 12Q: 3 clusters Score -215274.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -215454.093750 Penalty: 2505.379395
	Iteration 13Q: 3 clusters Score -215454.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215591.250000 Penalty: 2505.379395
	Iteration 14Q: 3 clusters Score -215591.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -215726.562500 Penalty: 2505.379395
	Iteration 15Q: 3 clusters Score -215726.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -215830.046875 Penalty: 2505.379395
	Iteration 16Q: 3 clusters Score -215830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -215892.250000 Penalty: 2505.379395
	Iteration 17Q: 3 clusters Score -215892.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -215940.921875 Penalty: 2505.379395
	Iteration 18Q: 3 clusters Score -215940.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -215980.750000 Penalty: 2505.379395
	Iteration 19Q: 3 clusters Score -215980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -216011.500000 Penalty: 2505.379395
	Iteration 20F: 3 clusters Score -216011.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -216030.093750 Penalty: 2505.379395
	Iteration 21Q: 3 clusters Score -216030.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -216042.156250 Penalty: 2505.379395
	Iteration 22Q: 3 clusters Score -216042.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -216052.921875 Penalty: 2505.379395
	Iteration 23Q: 3 clusters Score -216052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -216063.828125 Penalty: 2505.379395
	Iteration 24Q: 3 clusters Score -216063.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -216077.953125 Penalty: 2505.379395
	Iteration 25Q: 3 clusters Score -216078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -216089.718750 Penalty: 2505.379395
	Iteration 26Q: 3 clusters Score -216089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -216100.281250 Penalty: 2505.379395
	Iteration 27Q: 3 clusters Score -216100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -216105.671875 Penalty: 2505.379395
	Iteration 28Q: 3 clusters Score -216105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -216116.781250 Penalty: 2505.379395
	Iteration 29Q: 3 clusters Score -216116.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -216156.593750 Penalty: 2505.379395
	Iteration 30Q: 3 clusters Score -216156.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -216248.046875 Penalty: 2505.379395
	Iteration 31Q: 3 clusters Score -216248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -216330.000000 Penalty: 2505.379395
	Iteration 32Q: 3 clusters Score -216330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -216377.656250 Penalty: 2505.379395
	Iteration 33Q: 3 clusters Score -216377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -216395.781250 Penalty: 2505.379395
	Iteration 34Q: 3 clusters Score -216395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -216402.437500 Penalty: 2505.379395
	Iteration 35Q: 3 clusters Score -216402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -216402.859375 Penalty: 2505.379395
	Iteration 36Q: 3 clusters Score -216402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -216402.859375 Penalty: 2505.379395
	Iteration 37F: 3 clusters Score -216402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112917 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4354 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Mstep: Class 48 contains 1747 members 
Entering Unmasked Estep 
Score: -154068032.000000 Penalty: 111104.703125
Splitting cluster 38 changes total score from -154068944.000000 to -154068032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -106833.109375 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -106833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105266.710938 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -105266.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105577.109375 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -105577.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -105663.218750 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -105663.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -105730.132812 Penalty: 2297.432617
	Iteration 3Q: 3 clusters Score -105730.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -105796.656250 Penalty: 2297.432617
	Iteration 4Q: 3 clusters Score -105796.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -105852.515625 Penalty: 2297.432617
	Iteration 5Q: 3 clusters Score -105852.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105919.343750 Penalty: 2297.432617
	Iteration 6Q: 3 clusters Score -105919.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105968.210938 Penalty: 2297.432617
	Iteration 7Q: 3 clusters Score -105968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106011.406250 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -106011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106061.843750 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -106061.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106083.835938 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -106083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -106092.703125 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -106092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106106.023438 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -106106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -106111.796875 Penalty: 2297.432617
	Iteration 13Q: 3 clusters Score -106111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -106115.562500 Penalty: 2297.432617
	Iteration 14Q: 3 clusters Score -106115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106121.320312 Penalty: 2297.432617
	Iteration 15Q: 3 clusters Score -106121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106127.609375 Penalty: 2297.432617
	Iteration 16Q: 3 clusters Score -106127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106137.093750 Penalty: 2297.432617
	Iteration 17Q: 3 clusters Score -106137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106150.726562 Penalty: 2297.432617
	Iteration 18Q: 3 clusters Score -106150.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106159.375000 Penalty: 2297.432617
	Iteration 19Q: 3 clusters Score -106159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106163.437500 Penalty: 2297.432617
	Iteration 20F: 3 clusters Score -106163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106165.726562 Penalty: 2297.432617
	Iteration 21Q: 3 clusters Score -106165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -106168.265625 Penalty: 2297.432617
	Iteration 22Q: 3 clusters Score -106168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106173.992188 Penalty: 2297.432617
	Iteration 23Q: 3 clusters Score -106174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -106179.984375 Penalty: 2297.432617
	Iteration 24Q: 3 clusters Score -106180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -106182.867188 Penalty: 2297.432617
	Iteration 25Q: 3 clusters Score -106182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -106185.664062 Penalty: 2297.432617
	Iteration 26Q: 3 clusters Score -106185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106187.460938 Penalty: 2297.432617
	Iteration 27Q: 3 clusters Score -106187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106187.914062 Penalty: 2297.432617
	Iteration 28Q: 3 clusters Score -106187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106188.609375 Penalty: 2297.432617
	Iteration 29Q: 3 clusters Score -106188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -106188.976562 Penalty: 2297.432617
	Iteration 30Q: 3 clusters Score -106189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -106189.281250 Penalty: 2297.432617
	Iteration 31Q: 3 clusters Score -106189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -106189.281250 Penalty: 2297.432617
	Iteration 32F: 3 clusters Score -106189.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -164958.562500 Penalty: 1196.326660
	Iteration 0F: 2 clusters Score -164958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -163180.703125 Penalty: 2392.653320
	Iteration 0F: 3 clusters Score -163180.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163558.609375 Penalty: 2392.653320
	Iteration 1F: 3 clusters Score -163558.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -163683.734375 Penalty: 2392.653320
	Iteration 2F: 3 clusters Score -163683.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -163748.765625 Penalty: 2392.653320
	Iteration 3Q: 3 clusters Score -163748.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -163785.109375 Penalty: 2392.653320
	Iteration 4Q: 3 clusters Score -163785.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -163804.484375 Penalty: 2392.653320
	Iteration 5Q: 3 clusters Score -163804.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163819.093750 Penalty: 2392.653320
	Iteration 6Q: 3 clusters Score -163819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -163829.125000 Penalty: 2392.653320
	Iteration 7Q: 3 clusters Score -163829.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -163839.765625 Penalty: 2392.653320
	Iteration 8Q: 3 clusters Score -163839.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -163849.718750 Penalty: 2392.653320
	Iteration 9Q: 3 clusters Score -163849.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -163857.750000 Penalty: 2392.653320
	Iteration 10Q: 3 clusters Score -163857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -163863.343750 Penalty: 2392.653320
	Iteration 11Q: 3 clusters Score -163863.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -163871.187500 Penalty: 2392.653320
	Iteration 12Q: 3 clusters Score -163871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -163877.109375 Penalty: 2392.653320
	Iteration 13Q: 3 clusters Score -163877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -163883.859375 Penalty: 2392.653320
	Iteration 14Q: 3 clusters Score -163883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -163892.781250 Penalty: 2392.653320
	Iteration 15Q: 3 clusters Score -163892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -163896.921875 Penalty: 2392.653320
	Iteration 16Q: 3 clusters Score -163896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -163900.109375 Penalty: 2392.653320
	Iteration 17Q: 3 clusters Score -163900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -163901.984375 Penalty: 2392.653320
	Iteration 18Q: 3 clusters Score -163902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -163904.687500 Penalty: 2392.653320
	Iteration 19Q: 3 clusters Score -163904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -163905.671875 Penalty: 2392.653320
	Iteration 20F: 3 clusters Score -163905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -163905.812500 Penalty: 2392.653320
	Iteration 21Q: 3 clusters Score -163905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -163906.484375 Penalty: 2392.653320
	Iteration 22Q: 3 clusters Score -163906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -163906.937500 Penalty: 2392.653320
	Iteration 23Q: 3 clusters Score -163906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -163907.703125 Penalty: 2392.653320
	Iteration 24Q: 3 clusters Score -163907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -163907.703125 Penalty: 2392.653320
	Iteration 25F: 3 clusters Score -163907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -172286.140625 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -172286.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -170223.375000 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -170223.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -170867.937500 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -170867.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -171154.046875 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -171154 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -171354.718750 Penalty: 2474.651367
	Iteration 3F: 3 clusters Score -171354.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -171472.687500 Penalty: 2474.651367
	Iteration 4F: 3 clusters Score -171472.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -171546.468750 Penalty: 2474.651367
	Iteration 5Q: 3 clusters Score -171546.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171591.906250 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -171591.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171639.750000 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -171639.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -171670.515625 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -171670.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -171688.156250 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -171688.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -171699.390625 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -171699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -171710.062500 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -171710.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -171720.718750 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -171720.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171730.593750 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -171730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171738.937500 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -171738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -171743.140625 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -171743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171746.843750 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -171746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -171749.937500 Penalty: 2474.651367
	Iteration 17Q: 3 clusters Score -171749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171755.218750 Penalty: 2474.651367
	Iteration 18Q: 3 clusters Score -171755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171763.296875 Penalty: 2474.651367
	Iteration 19Q: 3 clusters Score -171763.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -171773.187500 Penalty: 2474.651367
	Iteration 20F: 3 clusters Score -171773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -171784.437500 Penalty: 2474.651367
	Iteration 21Q: 3 clusters Score -171784.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -171791.796875 Penalty: 2474.651367
	Iteration 22Q: 3 clusters Score -171791.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -171799.125000 Penalty: 2474.651367
	Iteration 23Q: 3 clusters Score -171799.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -171806.390625 Penalty: 2474.651367
	Iteration 24Q: 3 clusters Score -171806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -171812.953125 Penalty: 2474.651367
	Iteration 25Q: 3 clusters Score -171813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -171822.968750 Penalty: 2474.651367
	Iteration 26Q: 3 clusters Score -171823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -171826.281250 Penalty: 2474.651367
	Iteration 27Q: 3 clusters Score -171826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -171827.671875 Penalty: 2474.651367
	Iteration 28Q: 3 clusters Score -171827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -171827.640625 Penalty: 2474.651367
	Iteration 29Q: 3 clusters Score -171827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -171828.406250 Penalty: 2474.651367
	Iteration 30Q: 3 clusters Score -171828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -171828.593750 Penalty: 2474.651367
	Iteration 31Q: 3 clusters Score -171828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -171828.734375 Penalty: 2474.651367
	Iteration 32Q: 3 clusters Score -171828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -171828.734375 Penalty: 2474.651367
	Iteration 33F: 3 clusters Score -171828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Entering Unmasked Estep 
Score: -884689.000000 Penalty: 1476.405151
	Iteration 0F: 2 clusters Score -884689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -878243.125000 Penalty: 2952.810303
	Iteration 0F: 3 clusters Score -878243.1 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -880336.437500 Penalty: 2952.810303
	Iteration 1F: 3 clusters Score -880336.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -880645.500000 Penalty: 2952.810303
	Iteration 2F: 3 clusters Score -880645.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -880881.375000 Penalty: 2952.810303
	Iteration 3F: 3 clusters Score -880881.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -881074.500000 Penalty: 2952.810303
	Iteration 4Q: 3 clusters Score -881074.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -881324.187500 Penalty: 2952.810303
	Iteration 5Q: 3 clusters Score -881324.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -881604.250000 Penalty: 2952.810303
	Iteration 6F: 3 clusters Score -881604.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -881926.437500 Penalty: 2952.810303
	Iteration 7F: 3 clusters Score -881926.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -882250.062500 Penalty: 2952.810303
	Iteration 8F: 3 clusters Score -882250.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -882475.875000 Penalty: 2952.810303
	Iteration 9Q: 3 clusters Score -882475.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -882659.187500 Penalty: 2952.810303
	Iteration 10Q: 3 clusters Score -882659.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -882818.500000 Penalty: 2952.810303
	Iteration 11Q: 3 clusters Score -882818.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -882964.875000 Penalty: 2952.810303
	Iteration 12Q: 3 clusters Score -882964.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -883085.125000 Penalty: 2952.810303
	Iteration 13Q: 3 clusters Score -883085.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -883196.500000 Penalty: 2952.810303
	Iteration 14Q: 3 clusters Score -883196.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -883296.937500 Penalty: 2952.810303
	Iteration 15Q: 3 clusters Score -883296.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -883416.625000 Penalty: 2952.810303
	Iteration 16Q: 3 clusters Score -883416.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -883570.312500 Penalty: 2952.810303
	Iteration 17Q: 3 clusters Score -883570.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -883751.000000 Penalty: 2952.810303
	Iteration 18Q: 3 clusters Score -883751 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -883868.187500 Penalty: 2952.810303
	Iteration 19Q: 3 clusters Score -883868.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -883952.500000 Penalty: 2952.810303
	Iteration 20F: 3 clusters Score -883952.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -884023.750000 Penalty: 2952.810303
	Iteration 21Q: 3 clusters Score -884023.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -884085.187500 Penalty: 2952.810303
	Iteration 22Q: 3 clusters Score -884085.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -884146.625000 Penalty: 2952.810303
	Iteration 23Q: 3 clusters Score -884146.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -884234.500000 Penalty: 2952.810303
	Iteration 24Q: 3 clusters Score -884234.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -884350.812500 Penalty: 2952.810303
	Iteration 25Q: 3 clusters Score -884350.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -884453.562500 Penalty: 2952.810303
	Iteration 26Q: 3 clusters Score -884453.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -884520.812500 Penalty: 2952.810303
	Iteration 27Q: 3 clusters Score -884520.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -884564.562500 Penalty: 2952.810303
	Iteration 28Q: 3 clusters Score -884564.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -884594.000000 Penalty: 2952.810303
	Iteration 29Q: 3 clusters Score -884594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -884609.187500 Penalty: 2952.810303
	Iteration 30Q: 3 clusters Score -884609.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -884621.125000 Penalty: 2952.810303
	Iteration 31Q: 3 clusters Score -884621.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -884627.812500 Penalty: 2952.810303
	Iteration 32Q: 3 clusters Score -884627.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -884629.062500 Penalty: 2952.810303
	Iteration 33Q: 3 clusters Score -884629.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -884633.250000 Penalty: 2952.810303
	Iteration 34Q: 3 clusters Score -884633.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -884635.000000 Penalty: 2952.810303
	Iteration 35Q: 3 clusters Score -884635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -884633.375000 Penalty: 2952.810303
	Iteration 36Q: 3 clusters Score -884633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -884636.937500 Penalty: 2952.810303
	Iteration 37Q: 3 clusters Score -884636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -884635.625000 Penalty: 2952.810303
	Iteration 38Q: 3 clusters Score -884635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -884634.750000 Penalty: 2952.810303
	Iteration 39Q: 3 clusters Score -884634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -884636.250000 Penalty: 2952.810303
	Iteration 40F: 3 clusters Score -884636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -884635.187500 Penalty: 2952.810303
	Iteration 41Q: 3 clusters Score -884635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -884636.312500 Penalty: 2952.810303
	Iteration 42Q: 3 clusters Score -884636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -884639.812500 Penalty: 2952.810303
	Iteration 43Q: 3 clusters Score -884639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -884638.750000 Penalty: 2952.810303
	Iteration 44Q: 3 clusters Score -884638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -884639.187500 Penalty: 2952.810303
	Iteration 45Q: 3 clusters Score -884639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -884640.312500 Penalty: 2952.810303
	Iteration 46Q: 3 clusters Score -884640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -884641.375000 Penalty: 2952.810303
	Iteration 47Q: 3 clusters Score -884641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -884641.375000 Penalty: 2952.810303
	Iteration 48Q: 3 clusters Score -884641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -884641.375000 Penalty: 2952.810303
	Iteration 49F: 3 clusters Score -884641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Entering Unmasked Estep 
Score: -694409.750000 Penalty: 1440.979858
	Iteration 0F: 2 clusters Score -694409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -689021.437500 Penalty: 2881.959717
	Iteration 0F: 3 clusters Score -689021.4 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -690707.500000 Penalty: 2881.959717
	Iteration 1F: 3 clusters Score -690707.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -691002.625000 Penalty: 2881.959717
	Iteration 2F: 3 clusters Score -691002.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -691208.562500 Penalty: 2881.959717
	Iteration 3F: 3 clusters Score -691208.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -691397.875000 Penalty: 2881.959717
	Iteration 4Q: 3 clusters Score -691397.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -691573.812500 Penalty: 2881.959717
	Iteration 5Q: 3 clusters Score -691573.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -691721.562500 Penalty: 2881.959717
	Iteration 6Q: 3 clusters Score -691721.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -691882.250000 Penalty: 2881.959717
	Iteration 7Q: 3 clusters Score -691882.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -692047.125000 Penalty: 2881.959717
	Iteration 8Q: 3 clusters Score -692047.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -692209.187500 Penalty: 2881.959717
	Iteration 9Q: 3 clusters Score -692209.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -692368.062500 Penalty: 2881.959717
	Iteration 10Q: 3 clusters Score -692368.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -692495.250000 Penalty: 2881.959717
	Iteration 11Q: 3 clusters Score -692495.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -692593.437500 Penalty: 2881.959717
	Iteration 12Q: 3 clusters Score -692593.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -692675.750000 Penalty: 2881.959717
	Iteration 13Q: 3 clusters Score -692675.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -692774.062500 Penalty: 2881.959717
	Iteration 14Q: 3 clusters Score -692774.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -692855.312500 Penalty: 2881.959717
	Iteration 15Q: 3 clusters Score -692855.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -692923.812500 Penalty: 2881.959717
	Iteration 16Q: 3 clusters Score -692923.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -692979.375000 Penalty: 2881.959717
	Iteration 17Q: 3 clusters Score -692979.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -693020.562500 Penalty: 2881.959717
	Iteration 18Q: 3 clusters Score -693020.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -693062.062500 Penalty: 2881.959717
	Iteration 19Q: 3 clusters Score -693062.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -693088.125000 Penalty: 2881.959717
	Iteration 20F: 3 clusters Score -693088.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -693104.062500 Penalty: 2881.959717
	Iteration 21Q: 3 clusters Score -693104.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -693117.000000 Penalty: 2881.959717
	Iteration 22Q: 3 clusters Score -693117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -693129.062500 Penalty: 2881.959717
	Iteration 23Q: 3 clusters Score -693129.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -693138.125000 Penalty: 2881.959717
	Iteration 24Q: 3 clusters Score -693138.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -693143.687500 Penalty: 2881.959717
	Iteration 25Q: 3 clusters Score -693143.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -693151.375000 Penalty: 2881.959717
	Iteration 26Q: 3 clusters Score -693151.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -693153.312500 Penalty: 2881.959717
	Iteration 27Q: 3 clusters Score -693153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -693156.562500 Penalty: 2881.959717
	Iteration 28Q: 3 clusters Score -693156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -693155.687500 Penalty: 2881.959717
	Iteration 29Q: 3 clusters Score -693155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -693156.687500 Penalty: 2881.959717
	Iteration 30Q: 3 clusters Score -693156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -693159.250000 Penalty: 2881.959717
	Iteration 31Q: 3 clusters Score -693159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -693159.000000 Penalty: 2881.959717
	Iteration 32Q: 3 clusters Score -693159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -693159.750000 Penalty: 2881.959717
	Iteration 33Q: 3 clusters Score -693159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -693160.312500 Penalty: 2881.959717
	Iteration 34Q: 3 clusters Score -693160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -693161.437500 Penalty: 2881.959717
	Iteration 35Q: 3 clusters Score -693161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -693162.500000 Penalty: 2881.959717
	Iteration 36Q: 3 clusters Score -693162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -693165.625000 Penalty: 2881.959717
	Iteration 37Q: 3 clusters Score -693165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -693166.187500 Penalty: 2881.959717
	Iteration 38Q: 3 clusters Score -693166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -693166.687500 Penalty: 2881.959717
	Iteration 39Q: 3 clusters Score -693166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -693166.875000 Penalty: 2881.959717
	Iteration 40F: 3 clusters Score -693166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -693167.500000 Penalty: 2881.959717
	Iteration 41Q: 3 clusters Score -693167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -693167.250000 Penalty: 2881.959717
	Iteration 42Q: 3 clusters Score -693167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -693168.937500 Penalty: 2881.959717
	Iteration 43Q: 3 clusters Score -693168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -693168.937500 Penalty: 2881.959717
	Iteration 44F: 3 clusters Score -693168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -257858.734375 Penalty: 1282.705444
	Iteration 0F: 2 clusters Score -257858.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -255316.750000 Penalty: 2565.410889
	Iteration 0F: 3 clusters Score -255316.8 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -255988.921875 Penalty: 2565.410889
	Iteration 1F: 3 clusters Score -255988.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -256154.781250 Penalty: 2565.410889
	Iteration 2F: 3 clusters Score -256154.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -256325.750000 Penalty: 2565.410889
	Iteration 3F: 3 clusters Score -256325.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -256507.921875 Penalty: 2565.410889
	Iteration 4F: 3 clusters Score -256507.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -256671.312500 Penalty: 2565.410889
	Iteration 5F: 3 clusters Score -256671.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -256797.578125 Penalty: 2565.410889
	Iteration 6Q: 3 clusters Score -256797.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -256910.609375 Penalty: 2565.410889
	Iteration 7Q: 3 clusters Score -256910.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256992.859375 Penalty: 2565.410889
	Iteration 8Q: 3 clusters Score -256992.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -257060.765625 Penalty: 2565.410889
	Iteration 9Q: 3 clusters Score -257060.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -257103.656250 Penalty: 2565.410889
	Iteration 10Q: 3 clusters Score -257103.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -257128.609375 Penalty: 2565.410889
	Iteration 11Q: 3 clusters Score -257128.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -257149.218750 Penalty: 2565.410889
	Iteration 12Q: 3 clusters Score -257149.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257171.890625 Penalty: 2565.410889
	Iteration 13Q: 3 clusters Score -257171.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -257181.734375 Penalty: 2565.410889
	Iteration 14Q: 3 clusters Score -257181.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -257198.500000 Penalty: 2565.410889
	Iteration 15Q: 3 clusters Score -257198.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -257225.312500 Penalty: 2565.410889
	Iteration 16Q: 3 clusters Score -257225.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -257247.562500 Penalty: 2565.410889
	Iteration 17Q: 3 clusters Score -257247.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -257270.328125 Penalty: 2565.410889
	Iteration 18Q: 3 clusters Score -257270.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -257291.921875 Penalty: 2565.410889
	Iteration 19Q: 3 clusters Score -257291.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -257312.562500 Penalty: 2565.410889
	Iteration 20F: 3 clusters Score -257312.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -257325.593750 Penalty: 2565.410889
	Iteration 21Q: 3 clusters Score -257325.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -257338.828125 Penalty: 2565.410889
	Iteration 22Q: 3 clusters Score -257338.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257355.156250 Penalty: 2565.410889
	Iteration 23Q: 3 clusters Score -257355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -257381.750000 Penalty: 2565.410889
	Iteration 24Q: 3 clusters Score -257381.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -257428.140625 Penalty: 2565.410889
	Iteration 25Q: 3 clusters Score -257428.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -257472.765625 Penalty: 2565.410889
	Iteration 26Q: 3 clusters Score -257472.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -257537.937500 Penalty: 2565.410889
	Iteration 27Q: 3 clusters Score -257537.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -257599.250000 Penalty: 2565.410889
	Iteration 28Q: 3 clusters Score -257599.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -257651.437500 Penalty: 2565.410889
	Iteration 29Q: 3 clusters Score -257651.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -257710.828125 Penalty: 2565.410889
	Iteration 30Q: 3 clusters Score -257710.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -257760.546875 Penalty: 2565.410889
	Iteration 31Q: 3 clusters Score -257760.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -257798.328125 Penalty: 2565.410889
	Iteration 32Q: 3 clusters Score -257798.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -257817.296875 Penalty: 2565.410889
	Iteration 33Q: 3 clusters Score -257817.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -257824.968750 Penalty: 2565.410889
	Iteration 34Q: 3 clusters Score -257825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -257827.234375 Penalty: 2565.410889
	Iteration 35Q: 3 clusters Score -257827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -257827.796875 Penalty: 2565.410889
	Iteration 36Q: 3 clusters Score -257827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -257827.796875 Penalty: 2565.410889
	Iteration 37F: 3 clusters Score -257827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (9387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Entering Unmasked Estep 
Score: -979930.562500 Penalty: 1486.400757
	Iteration 0F: 2 clusters Score -979930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -973171.750000 Penalty: 2972.801514
	Iteration 0F: 3 clusters Score -973171.8 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -975317.312500 Penalty: 2972.801514
	Iteration 1F: 3 clusters Score -975317.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -975606.875000 Penalty: 2972.801514
	Iteration 2F: 3 clusters Score -975606.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -975858.625000 Penalty: 2972.801514
	Iteration 3F: 3 clusters Score -975858.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -976113.875000 Penalty: 2972.801514
	Iteration 4F: 3 clusters Score -976113.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -976369.687500 Penalty: 2972.801514
	Iteration 5Q: 3 clusters Score -976369.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -976651.812500 Penalty: 2972.801514
	Iteration 6Q: 3 clusters Score -976651.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -976939.750000 Penalty: 2972.801514
	Iteration 7Q: 3 clusters Score -976939.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -977209.687500 Penalty: 2972.801514
	Iteration 8Q: 3 clusters Score -977209.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -977472.125000 Penalty: 2972.801514
	Iteration 9Q: 3 clusters Score -977472.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -977695.750000 Penalty: 2972.801514
	Iteration 10Q: 3 clusters Score -977695.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -977883.437500 Penalty: 2972.801514
	Iteration 11Q: 3 clusters Score -977883.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -978072.875000 Penalty: 2972.801514
	Iteration 12Q: 3 clusters Score -978072.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -978231.625000 Penalty: 2972.801514
	Iteration 13Q: 3 clusters Score -978231.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -978336.812500 Penalty: 2972.801514
	Iteration 14Q: 3 clusters Score -978336.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -978412.937500 Penalty: 2972.801514
	Iteration 15Q: 3 clusters Score -978412.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -978476.000000 Penalty: 2972.801514
	Iteration 16Q: 3 clusters Score -978476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -978525.250000 Penalty: 2972.801514
	Iteration 17Q: 3 clusters Score -978525.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -978553.312500 Penalty: 2972.801514
	Iteration 18Q: 3 clusters Score -978553.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -978570.125000 Penalty: 2972.801514
	Iteration 19Q: 3 clusters Score -978570.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -978592.312500 Penalty: 2972.801514
	Iteration 20F: 3 clusters Score -978592.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -978605.812500 Penalty: 2972.801514
	Iteration 21Q: 3 clusters Score -978605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -978619.687500 Penalty: 2972.801514
	Iteration 22Q: 3 clusters Score -978619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -978627.625000 Penalty: 2972.801514
	Iteration 23Q: 3 clusters Score -978627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -978632.250000 Penalty: 2972.801514
	Iteration 24Q: 3 clusters Score -978632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -978635.000000 Penalty: 2972.801514
	Iteration 25Q: 3 clusters Score -978635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -978638.875000 Penalty: 2972.801514
	Iteration 26Q: 3 clusters Score -978638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -978641.500000 Penalty: 2972.801514
	Iteration 27Q: 3 clusters Score -978641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -978644.375000 Penalty: 2972.801514
	Iteration 28Q: 3 clusters Score -978644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -978647.437500 Penalty: 2972.801514
	Iteration 29Q: 3 clusters Score -978647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -978651.250000 Penalty: 2972.801514
	Iteration 30Q: 3 clusters Score -978651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -978651.125000 Penalty: 2972.801514
	Iteration 31Q: 3 clusters Score -978651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -978651.875000 Penalty: 2972.801514
	Iteration 32Q: 3 clusters Score -978651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -978651.875000 Penalty: 2972.801514
	Iteration 33F: 3 clusters Score -978651.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -672610.437500 Penalty: 1430.629639
	Iteration 0F: 2 clusters Score -672610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -667643.125000 Penalty: 2861.259277
	Iteration 0F: 3 clusters Score -667643.1 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -669375.000000 Penalty: 2861.259277
	Iteration 1F: 3 clusters Score -669375 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -669748.375000 Penalty: 2861.259277
	Iteration 2F: 3 clusters Score -669748.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -670024.250000 Penalty: 2861.259277
	Iteration 3F: 3 clusters Score -670024.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -670244.000000 Penalty: 2861.259277
	Iteration 4F: 3 clusters Score -670244 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -670409.687500 Penalty: 2861.259277
	Iteration 5Q: 3 clusters Score -670409.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -670522.375000 Penalty: 2861.259277
	Iteration 6Q: 3 clusters Score -670522.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -670597.500000 Penalty: 2861.259277
	Iteration 7Q: 3 clusters Score -670597.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -670654.562500 Penalty: 2861.259277
	Iteration 8Q: 3 clusters Score -670654.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -670695.375000 Penalty: 2861.259277
	Iteration 9Q: 3 clusters Score -670695.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -670731.750000 Penalty: 2861.259277
	Iteration 10Q: 3 clusters Score -670731.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -670759.750000 Penalty: 2861.259277
	Iteration 11Q: 3 clusters Score -670759.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -670784.437500 Penalty: 2861.259277
	Iteration 12Q: 3 clusters Score -670784.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -670805.500000 Penalty: 2861.259277
	Iteration 13Q: 3 clusters Score -670805.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -670830.437500 Penalty: 2861.259277
	Iteration 14Q: 3 clusters Score -670830.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -670855.125000 Penalty: 2861.259277
	Iteration 15Q: 3 clusters Score -670855.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -670875.250000 Penalty: 2861.259277
	Iteration 16Q: 3 clusters Score -670875.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -670890.937500 Penalty: 2861.259277
	Iteration 17Q: 3 clusters Score -670890.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -670907.500000 Penalty: 2861.259277
	Iteration 18Q: 3 clusters Score -670907.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -670923.500000 Penalty: 2861.259277
	Iteration 19Q: 3 clusters Score -670923.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -670939.687500 Penalty: 2861.259277
	Iteration 20F: 3 clusters Score -670939.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -670956.625000 Penalty: 2861.259277
	Iteration 21Q: 3 clusters Score -670956.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -670970.875000 Penalty: 2861.259277
	Iteration 22Q: 3 clusters Score -670970.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -670979.687500 Penalty: 2861.259277
	Iteration 23Q: 3 clusters Score -670979.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -670988.750000 Penalty: 2861.259277
	Iteration 24Q: 3 clusters Score -670988.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -670993.312500 Penalty: 2861.259277
	Iteration 25Q: 3 clusters Score -670993.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -671003.375000 Penalty: 2861.259277
	Iteration 26Q: 3 clusters Score -671003.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -671010.062500 Penalty: 2861.259277
	Iteration 27Q: 3 clusters Score -671010.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -671021.187500 Penalty: 2861.259277
	Iteration 28Q: 3 clusters Score -671021.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -671027.562500 Penalty: 2861.259277
	Iteration 29Q: 3 clusters Score -671027.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -671036.500000 Penalty: 2861.259277
	Iteration 30Q: 3 clusters Score -671036.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -671040.000000 Penalty: 2861.259277
	Iteration 31Q: 3 clusters Score -671040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -671046.312500 Penalty: 2861.259277
	Iteration 32Q: 3 clusters Score -671046.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -671053.500000 Penalty: 2861.259277
	Iteration 33Q: 3 clusters Score -671053.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -671060.937500 Penalty: 2861.259277
	Iteration 34Q: 3 clusters Score -671060.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -671069.812500 Penalty: 2861.259277
	Iteration 35Q: 3 clusters Score -671069.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -671080.625000 Penalty: 2861.259277
	Iteration 36Q: 3 clusters Score -671080.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -671094.187500 Penalty: 2861.259277
	Iteration 37Q: 3 clusters Score -671094.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -671101.562500 Penalty: 2861.259277
	Iteration 38Q: 3 clusters Score -671101.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -671114.375000 Penalty: 2861.259277
	Iteration 39Q: 3 clusters Score -671114.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -671129.687500 Penalty: 2861.259277
	Iteration 40F: 3 clusters Score -671129.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -671139.062500 Penalty: 2861.259277
	Iteration 41Q: 3 clusters Score -671139.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -671145.562500 Penalty: 2861.259277
	Iteration 42Q: 3 clusters Score -671145.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -671151.312500 Penalty: 2861.259277
	Iteration 43Q: 3 clusters Score -671151.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -671153.812500 Penalty: 2861.259277
	Iteration 44Q: 3 clusters Score -671153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -671159.937500 Penalty: 2861.259277
	Iteration 45Q: 3 clusters Score -671159.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -671163.000000 Penalty: 2861.259277
	Iteration 46Q: 3 clusters Score -671163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -671166.625000 Penalty: 2861.259277
	Iteration 47Q: 3 clusters Score -671166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -671169.875000 Penalty: 2861.259277
	Iteration 48Q: 3 clusters Score -671169.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -671173.250000 Penalty: 2861.259277
	Iteration 49Q: 3 clusters Score -671173.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -671173.875000 Penalty: 2861.259277
	Iteration 50Q: 3 clusters Score -671173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -671176.062500 Penalty: 2861.259277
	Iteration 51Q: 3 clusters Score -671176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -671176.562500 Penalty: 2861.259277
	Iteration 52Q: 3 clusters Score -671176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -671178.937500 Penalty: 2861.259277
	Iteration 53Q: 3 clusters Score -671178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -671181.125000 Penalty: 2861.259277
	Iteration 54Q: 3 clusters Score -671181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -671183.750000 Penalty: 2861.259277
	Iteration 55Q: 3 clusters Score -671183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -671184.875000 Penalty: 2861.259277
	Iteration 56Q: 3 clusters Score -671184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -671186.250000 Penalty: 2861.259277
	Iteration 57Q: 3 clusters Score -671186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -671184.937500 Penalty: 2861.259277
	Iteration 58Q: 3 clusters Score -671184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -671186.500000 Penalty: 2861.259277
	Iteration 59Q: 3 clusters Score -671186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -671187.000000 Penalty: 2861.259277
	Iteration 60F: 3 clusters Score -671187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Entering Unmasked Estep 
Score: -350365.750000 Penalty: 1330.300415
	Iteration 0F: 2 clusters Score -350365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -347254.593750 Penalty: 2660.600830
	Iteration 0F: 3 clusters Score -347254.6 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -348104.531250 Penalty: 2660.600830
	Iteration 1F: 3 clusters Score -348104.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -348300.906250 Penalty: 2660.600830
	Iteration 2F: 3 clusters Score -348300.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348471.062500 Penalty: 2660.600830
	Iteration 3F: 3 clusters Score -348471.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -348615.906250 Penalty: 2660.600830
	Iteration 4F: 3 clusters Score -348615.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -348735.718750 Penalty: 2660.600830
	Iteration 5Q: 3 clusters Score -348735.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -348865.156250 Penalty: 2660.600830
	Iteration 6Q: 3 clusters Score -348865.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -348957.125000 Penalty: 2660.600830
	Iteration 7Q: 3 clusters Score -348957.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -349028.812500 Penalty: 2660.600830
	Iteration 8Q: 3 clusters Score -349028.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -349098.750000 Penalty: 2660.600830
	Iteration 9Q: 3 clusters Score -349098.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -349177.781250 Penalty: 2660.600830
	Iteration 10Q: 3 clusters Score -349177.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -349277.218750 Penalty: 2660.600830
	Iteration 11Q: 3 clusters Score -349277.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -349375.375000 Penalty: 2660.600830
	Iteration 12Q: 3 clusters Score -349375.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -349456.281250 Penalty: 2660.600830
	Iteration 13Q: 3 clusters Score -349456.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -349541.437500 Penalty: 2660.600830
	Iteration 14Q: 3 clusters Score -349541.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -349603.781250 Penalty: 2660.600830
	Iteration 15Q: 3 clusters Score -349603.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349643.656250 Penalty: 2660.600830
	Iteration 16Q: 3 clusters Score -349643.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -349672.406250 Penalty: 2660.600830
	Iteration 17Q: 3 clusters Score -349672.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -349693.125000 Penalty: 2660.600830
	Iteration 18Q: 3 clusters Score -349693.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -349704.468750 Penalty: 2660.600830
	Iteration 19Q: 3 clusters Score -349704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -349711.500000 Penalty: 2660.600830
	Iteration 20F: 3 clusters Score -349711.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -349717.218750 Penalty: 2660.600830
	Iteration 21Q: 3 clusters Score -349717.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -349722.250000 Penalty: 2660.600830
	Iteration 22Q: 3 clusters Score -349722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -349724.906250 Penalty: 2660.600830
	Iteration 23Q: 3 clusters Score -349724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -349726.312500 Penalty: 2660.600830
	Iteration 24Q: 3 clusters Score -349726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -349726.937500 Penalty: 2660.600830
	Iteration 25Q: 3 clusters Score -349726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -349728.187500 Penalty: 2660.600830
	Iteration 26Q: 3 clusters Score -349728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -349728.343750 Penalty: 2660.600830
	Iteration 27Q: 3 clusters Score -349728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -349729.156250 Penalty: 2660.600830
	Iteration 28Q: 3 clusters Score -349729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -349729.531250 Penalty: 2660.600830
	Iteration 29Q: 3 clusters Score -349729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -349730.218750 Penalty: 2660.600830
	Iteration 30Q: 3 clusters Score -349730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -349730.218750 Penalty: 2660.600830
	Iteration 31F: 3 clusters Score -349730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 112917 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31777 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9329 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192030 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72740 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168369 members 
Mstep: Class 16 contains 4638 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 81805 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 38363 members 
Mstep: Class 22 contains 37324 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97651 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4354 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155431 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 9387 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 199Q: 48 clusters Score -1.540688e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 112918 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32151 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 192028 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72735 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168367 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 65431 members 
Mstep: Class 18 contains 81800 members 
Mstep: Class 19 contains 116613 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 38359 members 
Mstep: Class 22 contains 37322 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97652 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155437 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7097 members 
Mstep: Class 44 contains 2681 members 
Mstep: Class 45 contains 9389 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 200F: 48 clusters Score -1.540687e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112916 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31778 members 
Mstep: Class 6 contains 32150 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192035 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72734 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168368 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 65430 members 
Mstep: Class 18 contains 81793 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 38355 members 
Mstep: Class 22 contains 37322 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97653 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 4362 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 11716 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155438 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7096 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 9392 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 201Q: 48 clusters Score -1.540687e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112911 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 32153 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 192040 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72737 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168362 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65429 members 
Mstep: Class 18 contains 81788 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 38354 members 
Mstep: Class 22 contains 37319 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97653 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26558 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 11714 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155441 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1175 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 9394 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 202Q: 48 clusters Score -1.540687e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112911 members 
Mstep: Class 4 contains 20430 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32158 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 192040 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72734 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168361 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81777 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 37316 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97652 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155456 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1174 members 
Mstep: Class 40 contains 1575 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7097 members 
Mstep: Class 44 contains 2678 members 
Mstep: Class 45 contains 9393 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 203Q: 48 clusters Score -1.540687e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112911 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32159 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 192039 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72731 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168359 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65427 members 
Mstep: Class 18 contains 81769 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 38351 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97650 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155466 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7097 members 
Mstep: Class 44 contains 2679 members 
Mstep: Class 45 contains 9395 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 204Q: 48 clusters Score -1.540687e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112911 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32158 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 192035 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72735 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168353 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81761 members 
Mstep: Class 19 contains 116614 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 38351 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97650 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155471 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7097 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 9400 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 205Q: 48 clusters Score -1.540688e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112911 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31781 members 
Mstep: Class 6 contains 32157 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5117 members 
Mstep: Class 9 contains 192034 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72738 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168353 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65427 members 
Mstep: Class 18 contains 81756 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97650 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30509 members 
Mstep: Class 36 contains 155473 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7098 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 9405 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 206Q: 48 clusters Score -1.540687e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112909 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32156 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192035 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72741 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168355 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65427 members 
Mstep: Class 18 contains 81750 members 
Mstep: Class 19 contains 116610 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97648 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155472 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7100 members 
Mstep: Class 44 contains 2684 members 
Mstep: Class 45 contains 9410 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 207Q: 48 clusters Score -1.540687e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112907 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192034 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72743 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168357 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65426 members 
Mstep: Class 18 contains 81745 members 
Mstep: Class 19 contains 116610 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97646 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2763 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155480 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7100 members 
Mstep: Class 44 contains 2688 members 
Mstep: Class 45 contains 9412 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 208Q: 48 clusters Score -1.540687e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112906 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32151 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192034 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72748 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168352 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65425 members 
Mstep: Class 18 contains 81740 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97646 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155485 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7100 members 
Mstep: Class 44 contains 2694 members 
Mstep: Class 45 contains 9413 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 209Q: 48 clusters Score -1.540688e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112904 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32146 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192032 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72752 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168348 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81737 members 
Mstep: Class 19 contains 116614 members 
Mstep: Class 20 contains 6862 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97645 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2751 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30509 members 
Mstep: Class 36 contains 155488 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7101 members 
Mstep: Class 44 contains 2701 members 
Mstep: Class 45 contains 9414 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 210Q: 48 clusters Score -1.540687e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112901 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32148 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192031 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72754 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168346 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81733 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 38353 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97644 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2747 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155492 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7101 members 
Mstep: Class 44 contains 2704 members 
Mstep: Class 45 contains 9416 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 211Q: 48 clusters Score -1.540687e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112898 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32147 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192024 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72757 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168342 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81732 members 
Mstep: Class 19 contains 116616 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 38354 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97644 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54137 members 
Mstep: Class 31 contains 2740 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155502 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7102 members 
Mstep: Class 44 contains 2707 members 
Mstep: Class 45 contains 9417 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068608.000000 Penalty: 108790.023438
Iteration 212Q: 48 clusters Score -1.540686e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112895 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32146 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192026 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72761 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168332 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65425 members 
Mstep: Class 18 contains 81727 members 
Mstep: Class 19 contains 116619 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 38353 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97643 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54136 members 
Mstep: Class 31 contains 2733 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155513 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7102 members 
Mstep: Class 44 contains 2713 members 
Mstep: Class 45 contains 9417 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 213Q: 48 clusters Score -1.540688e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112893 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32144 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192026 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72764 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 168319 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65426 members 
Mstep: Class 18 contains 81723 members 
Mstep: Class 19 contains 116619 members 
Mstep: Class 20 contains 6860 members 
Mstep: Class 21 contains 38353 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97643 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26559 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54135 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155529 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7102 members 
Mstep: Class 44 contains 2720 members 
Mstep: Class 45 contains 9417 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 214Q: 48 clusters Score -1.540689e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112892 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32139 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192024 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72765 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168308 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65427 members 
Mstep: Class 18 contains 81722 members 
Mstep: Class 19 contains 116619 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 38354 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97643 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54135 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155540 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7102 members 
Mstep: Class 44 contains 2726 members 
Mstep: Class 45 contains 9417 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 215Q: 48 clusters Score -1.540688e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112885 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32145 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192031 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72764 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168303 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81718 members 
Mstep: Class 19 contains 116620 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 38350 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97642 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54135 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155548 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2223 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7102 members 
Mstep: Class 44 contains 2724 members 
Mstep: Class 45 contains 9417 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 216Q: 48 clusters Score -1.540688e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112883 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32152 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192032 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72762 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168297 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81714 members 
Mstep: Class 19 contains 116620 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 38350 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97641 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54135 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155553 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2224 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2722 members 
Mstep: Class 45 contains 9417 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 217Q: 48 clusters Score -1.540687e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112881 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32155 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192037 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168301 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65429 members 
Mstep: Class 18 contains 81712 members 
Mstep: Class 19 contains 116620 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 38349 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155549 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2225 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1574 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2720 members 
Mstep: Class 45 contains 9418 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 218Q: 48 clusters Score -1.540688e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112880 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32159 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192041 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168293 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81713 members 
Mstep: Class 19 contains 116621 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 38348 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11707 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155550 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1573 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2718 members 
Mstep: Class 45 contains 9420 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 219Q: 48 clusters Score -1.540688e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112878 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32159 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192046 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168287 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81713 members 
Mstep: Class 19 contains 116617 members 
Mstep: Class 20 contains 6862 members 
Mstep: Class 21 contains 38345 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11706 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155559 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2721 members 
Mstep: Class 45 contains 9420 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 108790.023438
Iteration 220F: 48 clusters Score -1.540687e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112877 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32161 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192051 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72758 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168277 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81713 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6865 members 
Mstep: Class 21 contains 38340 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2724 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155568 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2722 members 
Mstep: Class 45 contains 9421 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 3664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 221Q: 48 clusters Score -1.540688e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112876 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192055 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72757 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168272 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81712 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6867 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97639 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2724 members 
Mstep: Class 32 contains 11705 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155570 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2727 members 
Mstep: Class 45 contains 9421 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 222Q: 48 clusters Score -1.540688e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112876 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31782 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 192057 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72755 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168267 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81715 members 
Mstep: Class 19 contains 116615 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 21 contains 38339 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97639 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30509 members 
Mstep: Class 36 contains 155567 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2728 members 
Mstep: Class 45 contains 9421 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 223Q: 48 clusters Score -1.540687e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 112876 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31783 members 
Mstep: Class 6 contains 32163 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 192061 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72755 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168266 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81718 members 
Mstep: Class 19 contains 116614 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38339 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155561 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9422 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 224Q: 48 clusters Score -1.540687e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112875 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31783 members 
Mstep: Class 6 contains 32164 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 192065 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72754 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168263 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81717 members 
Mstep: Class 19 contains 116612 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38337 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4364 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5795 members 
Mstep: Class 30 contains 54134 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155568 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9423 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 108790.023438
Iteration 225Q: 48 clusters Score -1.540687e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112873 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31784 members 
Mstep: Class 6 contains 32165 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 192065 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72756 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168259 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81717 members 
Mstep: Class 19 contains 116611 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5793 members 
Mstep: Class 30 contains 54133 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155573 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9424 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 226Q: 48 clusters Score -1.540688e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112871 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192069 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72758 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81717 members 
Mstep: Class 19 contains 116607 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5791 members 
Mstep: Class 30 contains 54133 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155578 members 
Mstep: Class 37 contains 8941 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 108790.023438
Iteration 227Q: 48 clusters Score -1.540689e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112869 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31785 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192076 members 
Mstep: Class 10 contains 15511 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168238 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81715 members 
Mstep: Class 19 contains 116605 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5790 members 
Mstep: Class 30 contains 54133 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155588 members 
Mstep: Class 37 contains 8942 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068832.000000 Penalty: 108790.023438
Iteration 228Q: 48 clusters Score -1.540688e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112866 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 192082 members 
Mstep: Class 10 contains 15512 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168231 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65428 members 
Mstep: Class 18 contains 81715 members 
Mstep: Class 19 contains 116606 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5788 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30507 members 
Mstep: Class 36 contains 155587 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 229Q: 48 clusters Score -1.540689e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112865 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 192095 members 
Mstep: Class 10 contains 15513 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72760 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168219 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65427 members 
Mstep: Class 18 contains 81715 members 
Mstep: Class 19 contains 116599 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 38335 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5784 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155598 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7103 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 230Q: 48 clusters Score -1.540688e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112864 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 32168 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 192100 members 
Mstep: Class 10 contains 15515 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72761 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168216 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65425 members 
Mstep: Class 18 contains 81713 members 
Mstep: Class 19 contains 116595 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30505 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 231Q: 48 clusters Score -1.540688e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112863 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192101 members 
Mstep: Class 10 contains 15514 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72756 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168216 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81715 members 
Mstep: Class 19 contains 116593 members 
Mstep: Class 20 contains 6873 members 
Mstep: Class 21 contains 38334 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11702 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30504 members 
Mstep: Class 36 contains 155604 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 232Q: 48 clusters Score -1.540687e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112860 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192100 members 
Mstep: Class 10 contains 15515 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72751 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168215 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81713 members 
Mstep: Class 19 contains 116592 members 
Mstep: Class 20 contains 6874 members 
Mstep: Class 21 contains 38333 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26563 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11701 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155617 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1573 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068720.000000 Penalty: 108790.023438
Iteration 233Q: 48 clusters Score -1.540687e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112858 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192104 members 
Mstep: Class 10 contains 15516 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72746 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168224 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81712 members 
Mstep: Class 19 contains 116587 members 
Mstep: Class 20 contains 6875 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37307 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26563 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155614 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1572 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9424 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 234Q: 48 clusters Score -1.540687e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112855 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192108 members 
Mstep: Class 10 contains 15515 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72742 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168225 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81712 members 
Mstep: Class 19 contains 116583 members 
Mstep: Class 20 contains 6876 members 
Mstep: Class 21 contains 38331 members 
Mstep: Class 22 contains 37307 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155621 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9424 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 235Q: 48 clusters Score -1.540687e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112853 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192110 members 
Mstep: Class 10 contains 15518 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72739 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168228 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81711 members 
Mstep: Class 19 contains 116582 members 
Mstep: Class 20 contains 6878 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37309 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155623 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1568 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068640.000000 Penalty: 108790.023438
Iteration 236Q: 48 clusters Score -1.540686e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112852 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192112 members 
Mstep: Class 10 contains 15520 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72739 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168233 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65420 members 
Mstep: Class 18 contains 81708 members 
Mstep: Class 19 contains 116580 members 
Mstep: Class 20 contains 6880 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 54132 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155622 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9424 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068576.000000 Penalty: 108790.023438
Iteration 237Q: 48 clusters Score -1.540686e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112850 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192116 members 
Mstep: Class 10 contains 15525 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72735 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168240 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116579 members 
Mstep: Class 20 contains 6884 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4364 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11703 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155613 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068624.000000 Penalty: 108790.023438
Iteration 238Q: 48 clusters Score -1.540686e+08 nChanged 48
Entering ConstructFrom: 
Score: -154068624.000000 Penalty: 108790.023438
Entering ConstructFrom: 
Trying to split cluster 1 (10336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Entering Unmasked Estep 
Score: -1080287.500000 Penalty: 1502.050537
	Iteration 0F: 2 clusters Score -1080288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1073018.250000 Penalty: 3004.101074
	Iteration 0F: 3 clusters Score -1073018 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1075627.375000 Penalty: 3004.101074
	Iteration 1F: 3 clusters Score -1075627 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1075986.625000 Penalty: 3004.101074
	Iteration 2F: 3 clusters Score -1075987 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1076329.250000 Penalty: 3004.101074
	Iteration 3F: 3 clusters Score -1076329 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1076682.125000 Penalty: 3004.101074
	Iteration 4F: 3 clusters Score -1076682 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1077047.000000 Penalty: 3004.101074
	Iteration 5Q: 3 clusters Score -1077047 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1077546.625000 Penalty: 3004.101074
	Iteration 6F: 3 clusters Score -1077547 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1078094.875000 Penalty: 3004.101074
	Iteration 7F: 3 clusters Score -1078095 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1078551.750000 Penalty: 3004.101074
	Iteration 8F: 3 clusters Score -1078552 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1078852.625000 Penalty: 3004.101074
	Iteration 9Q: 3 clusters Score -1078853 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1079020.000000 Penalty: 3004.101074
	Iteration 10Q: 3 clusters Score -1079020 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1079150.875000 Penalty: 3004.101074
	Iteration 11Q: 3 clusters Score -1079151 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1079219.750000 Penalty: 3004.101074
	Iteration 12Q: 3 clusters Score -1079220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1079258.875000 Penalty: 3004.101074
	Iteration 13Q: 3 clusters Score -1079259 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1079287.750000 Penalty: 3004.101074
	Iteration 14Q: 3 clusters Score -1079288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1079298.250000 Penalty: 3004.101074
	Iteration 15Q: 3 clusters Score -1079298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1079308.125000 Penalty: 3004.101074
	Iteration 16Q: 3 clusters Score -1079308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1079314.500000 Penalty: 3004.101074
	Iteration 17Q: 3 clusters Score -1079314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1079320.875000 Penalty: 3004.101074
	Iteration 18Q: 3 clusters Score -1079321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1079328.000000 Penalty: 3004.101074
	Iteration 19Q: 3 clusters Score -1079328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1079342.250000 Penalty: 3004.101074
	Iteration 20F: 3 clusters Score -1079342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1079350.375000 Penalty: 3004.101074
	Iteration 21Q: 3 clusters Score -1079350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1079354.875000 Penalty: 3004.101074
	Iteration 22Q: 3 clusters Score -1079355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1079362.625000 Penalty: 3004.101074
	Iteration 23Q: 3 clusters Score -1079363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1079365.250000 Penalty: 3004.101074
	Iteration 24Q: 3 clusters Score -1079365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1079368.250000 Penalty: 3004.101074
	Iteration 25Q: 3 clusters Score -1079368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1079375.500000 Penalty: 3004.101074
	Iteration 26Q: 3 clusters Score -1079376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1079380.000000 Penalty: 3004.101074
	Iteration 27Q: 3 clusters Score -1079380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1079384.375000 Penalty: 3004.101074
	Iteration 28Q: 3 clusters Score -1079384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1079386.125000 Penalty: 3004.101074
	Iteration 29Q: 3 clusters Score -1079386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1079389.500000 Penalty: 3004.101074
	Iteration 30Q: 3 clusters Score -1079390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1079391.625000 Penalty: 3004.101074
	Iteration 31Q: 3 clusters Score -1079392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1079399.750000 Penalty: 3004.101074
	Iteration 32Q: 3 clusters Score -1079400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1079405.125000 Penalty: 3004.101074
	Iteration 33Q: 3 clusters Score -1079405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1079409.125000 Penalty: 3004.101074
	Iteration 34Q: 3 clusters Score -1079409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1079413.750000 Penalty: 3004.101074
	Iteration 35Q: 3 clusters Score -1079414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1079419.875000 Penalty: 3004.101074
	Iteration 36Q: 3 clusters Score -1079420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1079420.875000 Penalty: 3004.101074
	Iteration 37Q: 3 clusters Score -1079421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1079426.875000 Penalty: 3004.101074
	Iteration 38Q: 3 clusters Score -1079427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1079428.125000 Penalty: 3004.101074
	Iteration 39Q: 3 clusters Score -1079428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1079436.375000 Penalty: 3004.101074
	Iteration 40F: 3 clusters Score -1079436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1079437.500000 Penalty: 3004.101074
	Iteration 41Q: 3 clusters Score -1079438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1079441.750000 Penalty: 3004.101074
	Iteration 42Q: 3 clusters Score -1079442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1079443.000000 Penalty: 3004.101074
	Iteration 43Q: 3 clusters Score -1079443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1079443.625000 Penalty: 3004.101074
	Iteration 44Q: 3 clusters Score -1079444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1079444.250000 Penalty: 3004.101074
	Iteration 45Q: 3 clusters Score -1079444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1079444.500000 Penalty: 3004.101074
	Iteration 46Q: 3 clusters Score -1079444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1079447.250000 Penalty: 3004.101074
	Iteration 47Q: 3 clusters Score -1079447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1079448.875000 Penalty: 3004.101074
	Iteration 48Q: 3 clusters Score -1079449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1079448.250000 Penalty: 3004.101074
	Iteration 49Q: 3 clusters Score -1079448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1079450.375000 Penalty: 3004.101074
	Iteration 50Q: 3 clusters Score -1079450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1079449.250000 Penalty: 3004.101074
	Iteration 51Q: 3 clusters Score -1079449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1079448.250000 Penalty: 3004.101074
	Iteration 52Q: 3 clusters Score -1079448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1079448.250000 Penalty: 3004.101074
	Iteration 53F: 3 clusters Score -1079448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Entering Unmasked Estep 
Score: -3003578.000000 Penalty: 1669.499634
	Iteration 0F: 2 clusters Score -3003578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2984173.500000 Penalty: 3338.999268
	Iteration 0F: 3 clusters Score -2984174 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2991526.750000 Penalty: 3338.999268
	Iteration 1F: 3 clusters Score -2991527 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2991901.750000 Penalty: 3338.999268
	Iteration 2Q: 3 clusters Score -2991902 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2992241.000000 Penalty: 3338.999268
	Iteration 3Q: 3 clusters Score -2992241 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2992627.250000 Penalty: 3338.999268
	Iteration 4Q: 3 clusters Score -2992627 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2993123.750000 Penalty: 3338.999268
	Iteration 5Q: 3 clusters Score -2993124 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2993848.000000 Penalty: 3338.999268
	Iteration 6Q: 3 clusters Score -2993848 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2994852.500000 Penalty: 3338.999268
	Iteration 7F: 3 clusters Score -2994852 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2996178.250000 Penalty: 3338.999268
	Iteration 8F: 3 clusters Score -2996178 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2997506.250000 Penalty: 3338.999268
	Iteration 9F: 3 clusters Score -2997506 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2998783.250000 Penalty: 3338.999268
	Iteration 10F: 3 clusters Score -2998783 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2999839.000000 Penalty: 3338.999268
	Iteration 11Q: 3 clusters Score -2999839 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3000561.000000 Penalty: 3338.999268
	Iteration 12Q: 3 clusters Score -3000561 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3001041.000000 Penalty: 3338.999268
	Iteration 13Q: 3 clusters Score -3001041 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3001393.500000 Penalty: 3338.999268
	Iteration 14Q: 3 clusters Score -3001394 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3001606.000000 Penalty: 3338.999268
	Iteration 15Q: 3 clusters Score -3001606 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3001735.000000 Penalty: 3338.999268
	Iteration 16Q: 3 clusters Score -3001735 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3001844.250000 Penalty: 3338.999268
	Iteration 17Q: 3 clusters Score -3001844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3001919.500000 Penalty: 3338.999268
	Iteration 18Q: 3 clusters Score -3001920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3001971.750000 Penalty: 3338.999268
	Iteration 19Q: 3 clusters Score -3001972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3002006.250000 Penalty: 3338.999268
	Iteration 20F: 3 clusters Score -3002006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3002039.250000 Penalty: 3338.999268
	Iteration 21Q: 3 clusters Score -3002039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3002068.500000 Penalty: 3338.999268
	Iteration 22Q: 3 clusters Score -3002068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3002090.750000 Penalty: 3338.999268
	Iteration 23Q: 3 clusters Score -3002091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3002122.750000 Penalty: 3338.999268
	Iteration 24Q: 3 clusters Score -3002123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3002137.000000 Penalty: 3338.999268
	Iteration 25Q: 3 clusters Score -3002137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3002160.750000 Penalty: 3338.999268
	Iteration 26Q: 3 clusters Score -3002161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3002170.750000 Penalty: 3338.999268
	Iteration 27Q: 3 clusters Score -3002171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3002185.250000 Penalty: 3338.999268
	Iteration 28Q: 3 clusters Score -3002185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3002205.000000 Penalty: 3338.999268
	Iteration 29Q: 3 clusters Score -3002205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3002214.000000 Penalty: 3338.999268
	Iteration 30Q: 3 clusters Score -3002214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3002224.250000 Penalty: 3338.999268
	Iteration 31Q: 3 clusters Score -3002224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3002229.000000 Penalty: 3338.999268
	Iteration 32Q: 3 clusters Score -3002229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3002236.250000 Penalty: 3338.999268
	Iteration 33Q: 3 clusters Score -3002236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3002239.750000 Penalty: 3338.999268
	Iteration 34Q: 3 clusters Score -3002240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3002239.750000 Penalty: 3338.999268
	Iteration 35Q: 3 clusters Score -3002240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3002243.750000 Penalty: 3338.999268
	Iteration 36Q: 3 clusters Score -3002244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3002243.750000 Penalty: 3338.999268
	Iteration 37F: 3 clusters Score -3002244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112848 members 
Entering Unmasked Estep 
Score: -11818460.000000 Penalty: 1890.491943
	Iteration 0F: 2 clusters Score -1.181846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -11743551.000000 Penalty: 3780.983887
	Iteration 0F: 3 clusters Score -1.174355e+07 nChanged 54072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -11776076.000000 Penalty: 3780.983887
	Iteration 1F: 3 clusters Score -1.177608e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -11777874.000000 Penalty: 3780.983887
	Iteration 2Q: 3 clusters Score -1.177787e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -11780389.000000 Penalty: 3780.983887
	Iteration 3Q: 3 clusters Score -1.178039e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -11783279.000000 Penalty: 3780.983887
	Iteration 4F: 3 clusters Score -1.178328e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -11786876.000000 Penalty: 3780.983887
	Iteration 5F: 3 clusters Score -1.178688e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -11790693.000000 Penalty: 3780.983887
	Iteration 6F: 3 clusters Score -1.179069e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -11794549.000000 Penalty: 3780.983887
	Iteration 7F: 3 clusters Score -1.179455e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -11797972.000000 Penalty: 3780.983887
	Iteration 8F: 3 clusters Score -1.179797e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -11800753.000000 Penalty: 3780.983887
	Iteration 9Q: 3 clusters Score -1.180075e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -11803105.000000 Penalty: 3780.983887
	Iteration 10Q: 3 clusters Score -1.18031e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -11804662.000000 Penalty: 3780.983887
	Iteration 11Q: 3 clusters Score -1.180466e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -11805796.000000 Penalty: 3780.983887
	Iteration 12Q: 3 clusters Score -1.18058e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -11806667.000000 Penalty: 3780.983887
	Iteration 13Q: 3 clusters Score -1.180667e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -11807641.000000 Penalty: 3780.983887
	Iteration 14Q: 3 clusters Score -1.180764e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -11808514.000000 Penalty: 3780.983887
	Iteration 15Q: 3 clusters Score -1.180851e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -11809286.000000 Penalty: 3780.983887
	Iteration 16Q: 3 clusters Score -1.180929e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -11810072.000000 Penalty: 3780.983887
	Iteration 17Q: 3 clusters Score -1.181007e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -11810698.000000 Penalty: 3780.983887
	Iteration 18Q: 3 clusters Score -1.18107e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -11811378.000000 Penalty: 3780.983887
	Iteration 19Q: 3 clusters Score -1.181138e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -11811937.000000 Penalty: 3780.983887
	Iteration 20F: 3 clusters Score -1.181194e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -11812527.000000 Penalty: 3780.983887
	Iteration 21Q: 3 clusters Score -1.181253e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -11813072.000000 Penalty: 3780.983887
	Iteration 22Q: 3 clusters Score -1.181307e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -11813520.000000 Penalty: 3780.983887
	Iteration 23Q: 3 clusters Score -1.181352e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -11813927.000000 Penalty: 3780.983887
	Iteration 24Q: 3 clusters Score -1.181393e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -11814403.000000 Penalty: 3780.983887
	Iteration 25Q: 3 clusters Score -1.18144e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -11814853.000000 Penalty: 3780.983887
	Iteration 26Q: 3 clusters Score -1.181485e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -11815317.000000 Penalty: 3780.983887
	Iteration 27Q: 3 clusters Score -1.181532e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -11815798.000000 Penalty: 3780.983887
	Iteration 28Q: 3 clusters Score -1.18158e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -11816213.000000 Penalty: 3780.983887
	Iteration 29Q: 3 clusters Score -1.181621e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -11816665.000000 Penalty: 3780.983887
	Iteration 30Q: 3 clusters Score -1.181666e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -11817097.000000 Penalty: 3780.983887
	Iteration 31Q: 3 clusters Score -1.18171e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -11817380.000000 Penalty: 3780.983887
	Iteration 32Q: 3 clusters Score -1.181738e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -11817664.000000 Penalty: 3780.983887
	Iteration 33Q: 3 clusters Score -1.181766e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -11817864.000000 Penalty: 3780.983887
	Iteration 34Q: 3 clusters Score -1.181786e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -11818135.000000 Penalty: 3780.983887
	Iteration 35Q: 3 clusters Score -1.181814e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -11818336.000000 Penalty: 3780.983887
	Iteration 36Q: 3 clusters Score -1.181834e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -11818417.000000 Penalty: 3780.983887
	Iteration 37Q: 3 clusters Score -1.181842e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -11818550.000000 Penalty: 3780.983887
	Iteration 38Q: 3 clusters Score -1.181855e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -11818619.000000 Penalty: 3780.983887
	Iteration 39Q: 3 clusters Score -1.181862e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -11818677.000000 Penalty: 3780.983887
	Iteration 40F: 3 clusters Score -1.181868e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -11818713.000000 Penalty: 3780.983887
	Iteration 41Q: 3 clusters Score -1.181871e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 105137 members 
Entering Unmasked Estep 
Score: -11818718.000000 Penalty: 3780.983887
	Iteration 42Q: 3 clusters Score -1.181872e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -11818771.000000 Penalty: 3780.983887
	Iteration 43Q: 3 clusters Score -1.181877e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -11818811.000000 Penalty: 3780.983887
	Iteration 44Q: 3 clusters Score -1.181881e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -11818816.000000 Penalty: 3780.983887
	Iteration 45Q: 3 clusters Score -1.181882e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -11818849.000000 Penalty: 3780.983887
	Iteration 46Q: 3 clusters Score -1.181885e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 105782 members 
Entering Unmasked Estep 
Score: -11818831.000000 Penalty: 3780.983887
	Iteration 47Q: 3 clusters Score -1.181883e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -11818857.000000 Penalty: 3780.983887
	Iteration 48Q: 3 clusters Score -1.181886e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 105948 members 
Entering Unmasked Estep 
Score: -11818847.000000 Penalty: 3780.983887
	Iteration 49Q: 3 clusters Score -1.181885e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -11818872.000000 Penalty: 3780.983887
	Iteration 50Q: 3 clusters Score -1.181887e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -11818889.000000 Penalty: 3780.983887
	Iteration 51Q: 3 clusters Score -1.181889e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 106137 members 
Entering Unmasked Estep 
Score: -11818879.000000 Penalty: 3780.983887
	Iteration 52Q: 3 clusters Score -1.181888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -11818891.000000 Penalty: 3780.983887
	Iteration 53Q: 3 clusters Score -1.181889e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -11818908.000000 Penalty: 3780.983887
	Iteration 54Q: 3 clusters Score -1.181891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -11818911.000000 Penalty: 3780.983887
	Iteration 55Q: 3 clusters Score -1.181891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -11818908.000000 Penalty: 3780.983887
	Iteration 56Q: 3 clusters Score -1.181891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 106344 members 
Entering Unmasked Estep 
Score: -11818913.000000 Penalty: 3780.983887
	Iteration 57Q: 3 clusters Score -1.181891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -11818907.000000 Penalty: 3780.983887
	Iteration 58Q: 3 clusters Score -1.181891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -11818920.000000 Penalty: 3780.983887
	Iteration 59Q: 3 clusters Score -1.181892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -11818929.000000 Penalty: 3780.983887
	Iteration 60F: 3 clusters Score -1.181893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -11818932.000000 Penalty: 3780.983887
	Iteration 61Q: 3 clusters Score -1.181893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 106452 members 
Entering Unmasked Estep 
Score: -11818912.000000 Penalty: 3780.983887
	Iteration 62Q: 3 clusters Score -1.181891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 106477 members 
Entering Unmasked Estep 
Score: -11818917.000000 Penalty: 3780.983887
	Iteration 63Q: 3 clusters Score -1.181892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -11818933.000000 Penalty: 3780.983887
	Iteration 64Q: 3 clusters Score -1.181893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -11818933.000000 Penalty: 3780.983887
	Iteration 65Q: 3 clusters Score -1.181893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -11818929.000000 Penalty: 3780.983887
	Iteration 66Q: 3 clusters Score -1.181893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -11818921.000000 Penalty: 3780.983887
	Iteration 67Q: 3 clusters Score -1.181892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -11818919.000000 Penalty: 3780.983887
	Iteration 68Q: 3 clusters Score -1.181892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 106547 members 
Entering Unmasked Estep 
Score: -11818925.000000 Penalty: 3780.983887
	Iteration 69Q: 3 clusters Score -1.181892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 106550 members 
Entering Unmasked Estep 
Score: -11818920.000000 Penalty: 3780.983887
	Iteration 70Q: 3 clusters Score -1.181892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -11818919.000000 Penalty: 3780.983887
	Iteration 71Q: 3 clusters Score -1.181892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -11818909.000000 Penalty: 3780.983887
	Iteration 72Q: 3 clusters Score -1.181891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -11818917.000000 Penalty: 3780.983887
	Iteration 73Q: 3 clusters Score -1.181892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -11818924.000000 Penalty: 3780.983887
	Iteration 74Q: 3 clusters Score -1.181892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 106576 members 
Entering Unmasked Estep 
Score: -11818912.000000 Penalty: 3780.983887
	Iteration 75Q: 3 clusters Score -1.181891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -11818928.000000 Penalty: 3780.983887
	Iteration 76Q: 3 clusters Score -1.181893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -11818921.000000 Penalty: 3780.983887
	Iteration 77Q: 3 clusters Score -1.181892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -11818923.000000 Penalty: 3780.983887
	Iteration 78Q: 3 clusters Score -1.181892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -11818931.000000 Penalty: 3780.983887
	Iteration 79Q: 3 clusters Score -1.181893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -11818924.000000 Penalty: 3780.983887
	Iteration 80F: 3 clusters Score -1.181892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -11818920.000000 Penalty: 3780.983887
	Iteration 81Q: 3 clusters Score -1.181892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -11818930.000000 Penalty: 3780.983887
	Iteration 82Q: 3 clusters Score -1.181893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -11818937.000000 Penalty: 3780.983887
	Iteration 83Q: 3 clusters Score -1.181894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -11818950.000000 Penalty: 3780.983887
	Iteration 84Q: 3 clusters Score -1.181895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -11818962.000000 Penalty: 3780.983887
	Iteration 85Q: 3 clusters Score -1.181896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -11818946.000000 Penalty: 3780.983887
	Iteration 86Q: 3 clusters Score -1.181895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -11818947.000000 Penalty: 3780.983887
	Iteration 87Q: 3 clusters Score -1.181895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -11818947.000000 Penalty: 3780.983887
	Iteration 88Q: 3 clusters Score -1.181895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -11818960.000000 Penalty: 3780.983887
	Iteration 89Q: 3 clusters Score -1.181896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -11818964.000000 Penalty: 3780.983887
	Iteration 90Q: 3 clusters Score -1.181896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -11818962.000000 Penalty: 3780.983887
	Iteration 91Q: 3 clusters Score -1.181896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -11818960.000000 Penalty: 3780.983887
	Iteration 92Q: 3 clusters Score -1.181896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -11818964.000000 Penalty: 3780.983887
	Iteration 93Q: 3 clusters Score -1.181896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -11818964.000000 Penalty: 3780.983887
	Iteration 94F: 3 clusters Score -1.181896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 6106 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Mstep: Class 48 contains 106742 members 
Entering Unmasked Estep 
Score: -154068400.000000 Penalty: 111104.703125
Splitting cluster 3 changes total score from -154068624.000000 to -154068400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Entering Unmasked Estep 
Score: -2143927.500000 Penalty: 1612.813110
	Iteration 0F: 2 clusters Score -2143928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2130072.500000 Penalty: 3225.626221
	Iteration 0F: 3 clusters Score -2130072 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2135143.250000 Penalty: 3225.626221
	Iteration 1F: 3 clusters Score -2135143 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2135511.250000 Penalty: 3225.626221
	Iteration 2Q: 3 clusters Score -2135511 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2135901.500000 Penalty: 3225.626221
	Iteration 3Q: 3 clusters Score -2135902 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2136392.500000 Penalty: 3225.626221
	Iteration 4Q: 3 clusters Score -2136392 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2136984.500000 Penalty: 3225.626221
	Iteration 5Q: 3 clusters Score -2136984 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2137665.750000 Penalty: 3225.626221
	Iteration 6Q: 3 clusters Score -2137666 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2138344.500000 Penalty: 3225.626221
	Iteration 7Q: 3 clusters Score -2138344 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2139036.000000 Penalty: 3225.626221
	Iteration 8Q: 3 clusters Score -2139036 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2139705.500000 Penalty: 3225.626221
	Iteration 9Q: 3 clusters Score -2139706 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2140314.500000 Penalty: 3225.626221
	Iteration 10Q: 3 clusters Score -2140314 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2140807.750000 Penalty: 3225.626221
	Iteration 11Q: 3 clusters Score -2140808 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2141171.250000 Penalty: 3225.626221
	Iteration 12Q: 3 clusters Score -2141171 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2141430.750000 Penalty: 3225.626221
	Iteration 13Q: 3 clusters Score -2141431 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2141654.500000 Penalty: 3225.626221
	Iteration 14Q: 3 clusters Score -2141654 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2141831.000000 Penalty: 3225.626221
	Iteration 15Q: 3 clusters Score -2141831 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2141996.750000 Penalty: 3225.626221
	Iteration 16Q: 3 clusters Score -2141997 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2142093.500000 Penalty: 3225.626221
	Iteration 17Q: 3 clusters Score -2142094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2142186.750000 Penalty: 3225.626221
	Iteration 18Q: 3 clusters Score -2142187 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2142254.500000 Penalty: 3225.626221
	Iteration 19Q: 3 clusters Score -2142254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2142324.500000 Penalty: 3225.626221
	Iteration 20F: 3 clusters Score -2142324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2142381.750000 Penalty: 3225.626221
	Iteration 21Q: 3 clusters Score -2142382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2142431.750000 Penalty: 3225.626221
	Iteration 22Q: 3 clusters Score -2142432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2142463.250000 Penalty: 3225.626221
	Iteration 23Q: 3 clusters Score -2142463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2142480.750000 Penalty: 3225.626221
	Iteration 24Q: 3 clusters Score -2142481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2142497.250000 Penalty: 3225.626221
	Iteration 25Q: 3 clusters Score -2142497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2142517.750000 Penalty: 3225.626221
	Iteration 26Q: 3 clusters Score -2142518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2142535.250000 Penalty: 3225.626221
	Iteration 27Q: 3 clusters Score -2142535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2142548.750000 Penalty: 3225.626221
	Iteration 28Q: 3 clusters Score -2142549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2142561.750000 Penalty: 3225.626221
	Iteration 29Q: 3 clusters Score -2142562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2142566.750000 Penalty: 3225.626221
	Iteration 30Q: 3 clusters Score -2142567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2142575.500000 Penalty: 3225.626221
	Iteration 31Q: 3 clusters Score -2142576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2142581.750000 Penalty: 3225.626221
	Iteration 32Q: 3 clusters Score -2142582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2142583.750000 Penalty: 3225.626221
	Iteration 33Q: 3 clusters Score -2142584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2142592.250000 Penalty: 3225.626221
	Iteration 34Q: 3 clusters Score -2142592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2142594.500000 Penalty: 3225.626221
	Iteration 35Q: 3 clusters Score -2142594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2142598.000000 Penalty: 3225.626221
	Iteration 36Q: 3 clusters Score -2142598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2142603.000000 Penalty: 3225.626221
	Iteration 37Q: 3 clusters Score -2142603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2142605.500000 Penalty: 3225.626221
	Iteration 38Q: 3 clusters Score -2142606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2142609.000000 Penalty: 3225.626221
	Iteration 39Q: 3 clusters Score -2142609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2142612.750000 Penalty: 3225.626221
	Iteration 40F: 3 clusters Score -2142613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2142615.250000 Penalty: 3225.626221
	Iteration 41Q: 3 clusters Score -2142615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2142616.750000 Penalty: 3225.626221
	Iteration 42Q: 3 clusters Score -2142617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2142619.750000 Penalty: 3225.626221
	Iteration 43Q: 3 clusters Score -2142620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2142622.000000 Penalty: 3225.626221
	Iteration 44Q: 3 clusters Score -2142622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2142623.000000 Penalty: 3225.626221
	Iteration 45Q: 3 clusters Score -2142623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2142623.250000 Penalty: 3225.626221
	Iteration 46Q: 3 clusters Score -2142623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2142623.250000 Penalty: 3225.626221
	Iteration 47F: 3 clusters Score -2142623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Entering Unmasked Estep 
Score: -3228644.250000 Penalty: 1684.617310
	Iteration 0F: 2 clusters Score -3228644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3207375.250000 Penalty: 3369.234619
	Iteration 0F: 3 clusters Score -3207375 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3215515.000000 Penalty: 3369.234619
	Iteration 1F: 3 clusters Score -3215515 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3215904.000000 Penalty: 3369.234619
	Iteration 2Q: 3 clusters Score -3215904 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3216282.000000 Penalty: 3369.234619
	Iteration 3Q: 3 clusters Score -3216282 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3216696.000000 Penalty: 3369.234619
	Iteration 4Q: 3 clusters Score -3216696 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3217122.750000 Penalty: 3369.234619
	Iteration 5Q: 3 clusters Score -3217123 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3217708.500000 Penalty: 3369.234619
	Iteration 6Q: 3 clusters Score -3217708 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3218452.750000 Penalty: 3369.234619
	Iteration 7Q: 3 clusters Score -3218453 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3219423.500000 Penalty: 3369.234619
	Iteration 8F: 3 clusters Score -3219424 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3220484.000000 Penalty: 3369.234619
	Iteration 9F: 3 clusters Score -3220484 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3221381.250000 Penalty: 3369.234619
	Iteration 10F: 3 clusters Score -3221381 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3221929.250000 Penalty: 3369.234619
	Iteration 11Q: 3 clusters Score -3221929 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3222196.750000 Penalty: 3369.234619
	Iteration 12Q: 3 clusters Score -3222197 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3222319.000000 Penalty: 3369.234619
	Iteration 13Q: 3 clusters Score -3222319 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3222373.500000 Penalty: 3369.234619
	Iteration 14Q: 3 clusters Score -3222374 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3222428.500000 Penalty: 3369.234619
	Iteration 15Q: 3 clusters Score -3222428 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3222462.250000 Penalty: 3369.234619
	Iteration 16Q: 3 clusters Score -3222462 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3222501.750000 Penalty: 3369.234619
	Iteration 17Q: 3 clusters Score -3222502 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3222528.000000 Penalty: 3369.234619
	Iteration 18Q: 3 clusters Score -3222528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3222554.000000 Penalty: 3369.234619
	Iteration 19Q: 3 clusters Score -3222554 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3222576.500000 Penalty: 3369.234619
	Iteration 20F: 3 clusters Score -3222576 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3222618.000000 Penalty: 3369.234619
	Iteration 21Q: 3 clusters Score -3222618 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3222669.500000 Penalty: 3369.234619
	Iteration 22Q: 3 clusters Score -3222670 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3222719.500000 Penalty: 3369.234619
	Iteration 23Q: 3 clusters Score -3222720 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3222781.500000 Penalty: 3369.234619
	Iteration 24Q: 3 clusters Score -3222782 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3222863.500000 Penalty: 3369.234619
	Iteration 25Q: 3 clusters Score -3222864 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3222922.250000 Penalty: 3369.234619
	Iteration 26Q: 3 clusters Score -3222922 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3223003.000000 Penalty: 3369.234619
	Iteration 27Q: 3 clusters Score -3223003 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3223111.250000 Penalty: 3369.234619
	Iteration 28Q: 3 clusters Score -3223111 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3223244.500000 Penalty: 3369.234619
	Iteration 29Q: 3 clusters Score -3223244 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3223344.750000 Penalty: 3369.234619
	Iteration 30Q: 3 clusters Score -3223345 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3223501.250000 Penalty: 3369.234619
	Iteration 31Q: 3 clusters Score -3223501 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3223676.500000 Penalty: 3369.234619
	Iteration 32Q: 3 clusters Score -3223676 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3223846.000000 Penalty: 3369.234619
	Iteration 33Q: 3 clusters Score -3223846 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3224033.500000 Penalty: 3369.234619
	Iteration 34Q: 3 clusters Score -3224034 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3224239.750000 Penalty: 3369.234619
	Iteration 35Q: 3 clusters Score -3224240 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3224455.500000 Penalty: 3369.234619
	Iteration 36Q: 3 clusters Score -3224456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3224694.500000 Penalty: 3369.234619
	Iteration 37Q: 3 clusters Score -3224694 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3224951.750000 Penalty: 3369.234619
	Iteration 38Q: 3 clusters Score -3224952 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3225160.750000 Penalty: 3369.234619
	Iteration 39Q: 3 clusters Score -3225161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3225368.250000 Penalty: 3369.234619
	Iteration 40F: 3 clusters Score -3225368 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3225594.000000 Penalty: 3369.234619
	Iteration 41Q: 3 clusters Score -3225594 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3225769.000000 Penalty: 3369.234619
	Iteration 42Q: 3 clusters Score -3225769 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3225970.500000 Penalty: 3369.234619
	Iteration 43Q: 3 clusters Score -3225970 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3226139.000000 Penalty: 3369.234619
	Iteration 44Q: 3 clusters Score -3226139 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3226288.250000 Penalty: 3369.234619
	Iteration 45Q: 3 clusters Score -3226288 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3226463.500000 Penalty: 3369.234619
	Iteration 46Q: 3 clusters Score -3226464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3226628.500000 Penalty: 3369.234619
	Iteration 47Q: 3 clusters Score -3226628 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3226771.000000 Penalty: 3369.234619
	Iteration 48Q: 3 clusters Score -3226771 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3226904.750000 Penalty: 3369.234619
	Iteration 49Q: 3 clusters Score -3226905 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3227015.000000 Penalty: 3369.234619
	Iteration 50Q: 3 clusters Score -3227015 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3227096.250000 Penalty: 3369.234619
	Iteration 51Q: 3 clusters Score -3227096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3227148.500000 Penalty: 3369.234619
	Iteration 52Q: 3 clusters Score -3227148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3227198.000000 Penalty: 3369.234619
	Iteration 53Q: 3 clusters Score -3227198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3227223.500000 Penalty: 3369.234619
	Iteration 54Q: 3 clusters Score -3227224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3227241.250000 Penalty: 3369.234619
	Iteration 55Q: 3 clusters Score -3227241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3227247.750000 Penalty: 3369.234619
	Iteration 56Q: 3 clusters Score -3227248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3227260.750000 Penalty: 3369.234619
	Iteration 57Q: 3 clusters Score -3227261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3227274.000000 Penalty: 3369.234619
	Iteration 58Q: 3 clusters Score -3227274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3227271.750000 Penalty: 3369.234619
	Iteration 59Q: 3 clusters Score -3227272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3227281.750000 Penalty: 3369.234619
	Iteration 60F: 3 clusters Score -3227282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3227280.250000 Penalty: 3369.234619
	Iteration 61Q: 3 clusters Score -3227280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3227284.250000 Penalty: 3369.234619
	Iteration 62Q: 3 clusters Score -3227284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3227286.750000 Penalty: 3369.234619
	Iteration 63Q: 3 clusters Score -3227287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3227294.750000 Penalty: 3369.234619
	Iteration 64Q: 3 clusters Score -3227295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3227299.000000 Penalty: 3369.234619
	Iteration 65Q: 3 clusters Score -3227299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3227294.250000 Penalty: 3369.234619
	Iteration 66Q: 3 clusters Score -3227294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3227297.500000 Penalty: 3369.234619
	Iteration 67Q: 3 clusters Score -3227298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3227298.250000 Penalty: 3369.234619
	Iteration 68Q: 3 clusters Score -3227298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3227300.500000 Penalty: 3369.234619
	Iteration 69Q: 3 clusters Score -3227300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3227300.250000 Penalty: 3369.234619
	Iteration 70Q: 3 clusters Score -3227300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3227303.750000 Penalty: 3369.234619
	Iteration 71Q: 3 clusters Score -3227304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3227303.750000 Penalty: 3369.234619
	Iteration 72Q: 3 clusters Score -3227304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3227304.250000 Penalty: 3369.234619
	Iteration 73Q: 3 clusters Score -3227304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3227306.750000 Penalty: 3369.234619
	Iteration 74Q: 3 clusters Score -3227307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3227313.000000 Penalty: 3369.234619
	Iteration 75Q: 3 clusters Score -3227313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3227311.750000 Penalty: 3369.234619
	Iteration 76Q: 3 clusters Score -3227312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3227312.250000 Penalty: 3369.234619
	Iteration 77Q: 3 clusters Score -3227312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3227314.250000 Penalty: 3369.234619
	Iteration 78Q: 3 clusters Score -3227314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3227312.500000 Penalty: 3369.234619
	Iteration 79Q: 3 clusters Score -3227312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3227314.500000 Penalty: 3369.234619
	Iteration 80F: 3 clusters Score -3227314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3227312.000000 Penalty: 3369.234619
	Iteration 81Q: 3 clusters Score -3227312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3227312.000000 Penalty: 3369.234619
	Iteration 82F: 3 clusters Score -3227312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Entering Unmasked Estep 
Score: -3061606.750000 Penalty: 1686.563477
	Iteration 0F: 2 clusters Score -3061607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3040013.000000 Penalty: 3373.126953
	Iteration 0F: 3 clusters Score -3040013 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3049112.000000 Penalty: 3373.126953
	Iteration 1F: 3 clusters Score -3049112 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3050769.250000 Penalty: 3373.126953
	Iteration 2F: 3 clusters Score -3050769 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3052754.750000 Penalty: 3373.126953
	Iteration 3F: 3 clusters Score -3052755 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3054612.000000 Penalty: 3373.126953
	Iteration 4F: 3 clusters Score -3054612 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3055855.250000 Penalty: 3373.126953
	Iteration 5F: 3 clusters Score -3055855 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3056488.250000 Penalty: 3373.126953
	Iteration 6Q: 3 clusters Score -3056488 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3056912.000000 Penalty: 3373.126953
	Iteration 7Q: 3 clusters Score -3056912 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3057180.500000 Penalty: 3373.126953
	Iteration 8Q: 3 clusters Score -3057180 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3057420.250000 Penalty: 3373.126953
	Iteration 9Q: 3 clusters Score -3057420 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3057644.500000 Penalty: 3373.126953
	Iteration 10Q: 3 clusters Score -3057644 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3057865.000000 Penalty: 3373.126953
	Iteration 11Q: 3 clusters Score -3057865 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3058089.000000 Penalty: 3373.126953
	Iteration 12Q: 3 clusters Score -3058089 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3058331.750000 Penalty: 3373.126953
	Iteration 13Q: 3 clusters Score -3058332 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3058544.750000 Penalty: 3373.126953
	Iteration 14Q: 3 clusters Score -3058545 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3058735.000000 Penalty: 3373.126953
	Iteration 15Q: 3 clusters Score -3058735 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3058928.250000 Penalty: 3373.126953
	Iteration 16Q: 3 clusters Score -3058928 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3059159.250000 Penalty: 3373.126953
	Iteration 17Q: 3 clusters Score -3059159 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3059389.500000 Penalty: 3373.126953
	Iteration 18Q: 3 clusters Score -3059390 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3059578.000000 Penalty: 3373.126953
	Iteration 19Q: 3 clusters Score -3059578 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3059771.250000 Penalty: 3373.126953
	Iteration 20F: 3 clusters Score -3059771 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3059922.750000 Penalty: 3373.126953
	Iteration 21Q: 3 clusters Score -3059923 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3060033.750000 Penalty: 3373.126953
	Iteration 22Q: 3 clusters Score -3060034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3060125.750000 Penalty: 3373.126953
	Iteration 23Q: 3 clusters Score -3060126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3060197.750000 Penalty: 3373.126953
	Iteration 24Q: 3 clusters Score -3060198 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -3060282.000000 Penalty: 3373.126953
	Iteration 25Q: 3 clusters Score -3060282 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3060342.500000 Penalty: 3373.126953
	Iteration 26Q: 3 clusters Score -3060342 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3060385.500000 Penalty: 3373.126953
	Iteration 27Q: 3 clusters Score -3060386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3060420.000000 Penalty: 3373.126953
	Iteration 28Q: 3 clusters Score -3060420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -3060437.000000 Penalty: 3373.126953
	Iteration 29Q: 3 clusters Score -3060437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3060468.250000 Penalty: 3373.126953
	Iteration 30Q: 3 clusters Score -3060468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3060488.000000 Penalty: 3373.126953
	Iteration 31Q: 3 clusters Score -3060488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3060505.250000 Penalty: 3373.126953
	Iteration 32Q: 3 clusters Score -3060505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3060524.750000 Penalty: 3373.126953
	Iteration 33Q: 3 clusters Score -3060525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3060561.500000 Penalty: 3373.126953
	Iteration 34Q: 3 clusters Score -3060562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3060581.500000 Penalty: 3373.126953
	Iteration 35Q: 3 clusters Score -3060582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3060607.500000 Penalty: 3373.126953
	Iteration 36Q: 3 clusters Score -3060608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3060621.750000 Penalty: 3373.126953
	Iteration 37Q: 3 clusters Score -3060622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3060627.750000 Penalty: 3373.126953
	Iteration 38Q: 3 clusters Score -3060628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3060635.500000 Penalty: 3373.126953
	Iteration 39Q: 3 clusters Score -3060636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3060642.750000 Penalty: 3373.126953
	Iteration 40F: 3 clusters Score -3060643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3060659.250000 Penalty: 3373.126953
	Iteration 41Q: 3 clusters Score -3060659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3060657.750000 Penalty: 3373.126953
	Iteration 42Q: 3 clusters Score -3060658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3060667.000000 Penalty: 3373.126953
	Iteration 43Q: 3 clusters Score -3060667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3060670.750000 Penalty: 3373.126953
	Iteration 44Q: 3 clusters Score -3060671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3060672.500000 Penalty: 3373.126953
	Iteration 45Q: 3 clusters Score -3060672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3060673.000000 Penalty: 3373.126953
	Iteration 46Q: 3 clusters Score -3060673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3060676.500000 Penalty: 3373.126953
	Iteration 47Q: 3 clusters Score -3060676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3060677.750000 Penalty: 3373.126953
	Iteration 48Q: 3 clusters Score -3060678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3060680.750000 Penalty: 3373.126953
	Iteration 49Q: 3 clusters Score -3060681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3060683.000000 Penalty: 3373.126953
	Iteration 50Q: 3 clusters Score -3060683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3060683.750000 Penalty: 3373.126953
	Iteration 51Q: 3 clusters Score -3060684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3060690.250000 Penalty: 3373.126953
	Iteration 52Q: 3 clusters Score -3060690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3060691.000000 Penalty: 3373.126953
	Iteration 53Q: 3 clusters Score -3060691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3060691.000000 Penalty: 3373.126953
	Iteration 54F: 3 clusters Score -3060691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Entering Unmasked Estep 
Score: -960131.187500 Penalty: 1485.358643
	Iteration 0F: 2 clusters Score -960131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -953387.750000 Penalty: 2970.717285
	Iteration 0F: 3 clusters Score -953387.8 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -955558.375000 Penalty: 2970.717285
	Iteration 1F: 3 clusters Score -955558.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -955830.687500 Penalty: 2970.717285
	Iteration 2F: 3 clusters Score -955830.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -956043.437500 Penalty: 2970.717285
	Iteration 3F: 3 clusters Score -956043.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -956224.375000 Penalty: 2970.717285
	Iteration 4Q: 3 clusters Score -956224.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -956394.062500 Penalty: 2970.717285
	Iteration 5Q: 3 clusters Score -956394.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -956576.125000 Penalty: 2970.717285
	Iteration 6Q: 3 clusters Score -956576.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -956762.875000 Penalty: 2970.717285
	Iteration 7Q: 3 clusters Score -956762.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -956960.750000 Penalty: 2970.717285
	Iteration 8Q: 3 clusters Score -956960.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -957162.062500 Penalty: 2970.717285
	Iteration 9Q: 3 clusters Score -957162.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -957345.687500 Penalty: 2970.717285
	Iteration 10Q: 3 clusters Score -957345.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -957482.812500 Penalty: 2970.717285
	Iteration 11Q: 3 clusters Score -957482.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -957599.000000 Penalty: 2970.717285
	Iteration 12Q: 3 clusters Score -957599 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -957709.125000 Penalty: 2970.717285
	Iteration 13Q: 3 clusters Score -957709.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -957807.687500 Penalty: 2970.717285
	Iteration 14Q: 3 clusters Score -957807.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -957906.000000 Penalty: 2970.717285
	Iteration 15Q: 3 clusters Score -957906 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -958005.687500 Penalty: 2970.717285
	Iteration 16Q: 3 clusters Score -958005.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -958102.500000 Penalty: 2970.717285
	Iteration 17Q: 3 clusters Score -958102.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -958197.625000 Penalty: 2970.717285
	Iteration 18Q: 3 clusters Score -958197.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -958292.687500 Penalty: 2970.717285
	Iteration 19Q: 3 clusters Score -958292.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -958388.250000 Penalty: 2970.717285
	Iteration 20F: 3 clusters Score -958388.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -958483.437500 Penalty: 2970.717285
	Iteration 21Q: 3 clusters Score -958483.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -958562.687500 Penalty: 2970.717285
	Iteration 22Q: 3 clusters Score -958562.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -958628.750000 Penalty: 2970.717285
	Iteration 23Q: 3 clusters Score -958628.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -958672.437500 Penalty: 2970.717285
	Iteration 24Q: 3 clusters Score -958672.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -958703.125000 Penalty: 2970.717285
	Iteration 25Q: 3 clusters Score -958703.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -958721.187500 Penalty: 2970.717285
	Iteration 26Q: 3 clusters Score -958721.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -958737.562500 Penalty: 2970.717285
	Iteration 27Q: 3 clusters Score -958737.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -958752.875000 Penalty: 2970.717285
	Iteration 28Q: 3 clusters Score -958752.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -958767.937500 Penalty: 2970.717285
	Iteration 29Q: 3 clusters Score -958767.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -958783.062500 Penalty: 2970.717285
	Iteration 30Q: 3 clusters Score -958783.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -958800.062500 Penalty: 2970.717285
	Iteration 31Q: 3 clusters Score -958800.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -958817.125000 Penalty: 2970.717285
	Iteration 32Q: 3 clusters Score -958817.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -958838.000000 Penalty: 2970.717285
	Iteration 33Q: 3 clusters Score -958838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -958850.375000 Penalty: 2970.717285
	Iteration 34Q: 3 clusters Score -958850.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -958858.000000 Penalty: 2970.717285
	Iteration 35Q: 3 clusters Score -958858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -958867.562500 Penalty: 2970.717285
	Iteration 36Q: 3 clusters Score -958867.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -958873.750000 Penalty: 2970.717285
	Iteration 37Q: 3 clusters Score -958873.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -958879.250000 Penalty: 2970.717285
	Iteration 38Q: 3 clusters Score -958879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -958881.250000 Penalty: 2970.717285
	Iteration 39Q: 3 clusters Score -958881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -958889.000000 Penalty: 2970.717285
	Iteration 40F: 3 clusters Score -958889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -958896.562500 Penalty: 2970.717285
	Iteration 41Q: 3 clusters Score -958896.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -958904.687500 Penalty: 2970.717285
	Iteration 42Q: 3 clusters Score -958904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -958906.250000 Penalty: 2970.717285
	Iteration 43Q: 3 clusters Score -958906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -958908.375000 Penalty: 2970.717285
	Iteration 44Q: 3 clusters Score -958908.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -958916.937500 Penalty: 2970.717285
	Iteration 45Q: 3 clusters Score -958916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -958919.812500 Penalty: 2970.717285
	Iteration 46Q: 3 clusters Score -958919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -958925.500000 Penalty: 2970.717285
	Iteration 47Q: 3 clusters Score -958925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -958924.937500 Penalty: 2970.717285
	Iteration 48Q: 3 clusters Score -958924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -958925.437500 Penalty: 2970.717285
	Iteration 49Q: 3 clusters Score -958925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -958925.437500 Penalty: 2970.717285
	Iteration 50Q: 3 clusters Score -958925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -958924.750000 Penalty: 2970.717285
	Iteration 51Q: 3 clusters Score -958924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -958924.750000 Penalty: 2970.717285
	Iteration 52F: 3 clusters Score -958924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -462334.125000 Penalty: 1387.580200
	Iteration 0F: 2 clusters Score -462334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -458332.562500 Penalty: 2775.160400
	Iteration 0F: 3 clusters Score -458332.6 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -459896.593750 Penalty: 2775.160400
	Iteration 1F: 3 clusters Score -459896.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -460434.937500 Penalty: 2775.160400
	Iteration 2F: 3 clusters Score -460434.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -460805.437500 Penalty: 2775.160400
	Iteration 3F: 3 clusters Score -460805.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -461054.562500 Penalty: 2775.160400
	Iteration 4F: 3 clusters Score -461054.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -461225.593750 Penalty: 2775.160400
	Iteration 5Q: 3 clusters Score -461225.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -461352.968750 Penalty: 2775.160400
	Iteration 6Q: 3 clusters Score -461353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -461456.375000 Penalty: 2775.160400
	Iteration 7Q: 3 clusters Score -461456.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -461576.781250 Penalty: 2775.160400
	Iteration 8Q: 3 clusters Score -461576.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -461694.125000 Penalty: 2775.160400
	Iteration 9Q: 3 clusters Score -461694.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -461832.093750 Penalty: 2775.160400
	Iteration 10Q: 3 clusters Score -461832.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -461952.312500 Penalty: 2775.160400
	Iteration 11Q: 3 clusters Score -461952.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -462046.000000 Penalty: 2775.160400
	Iteration 12Q: 3 clusters Score -462046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -462117.468750 Penalty: 2775.160400
	Iteration 13Q: 3 clusters Score -462117.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -462191.468750 Penalty: 2775.160400
	Iteration 14Q: 3 clusters Score -462191.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -462262.156250 Penalty: 2775.160400
	Iteration 15Q: 3 clusters Score -462262.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -462324.781250 Penalty: 2775.160400
	Iteration 16Q: 3 clusters Score -462324.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -462371.562500 Penalty: 2775.160400
	Iteration 17Q: 3 clusters Score -462371.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -462404.156250 Penalty: 2775.160400
	Iteration 18Q: 3 clusters Score -462404.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -462428.625000 Penalty: 2775.160400
	Iteration 19Q: 3 clusters Score -462428.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -462452.250000 Penalty: 2775.160400
	Iteration 20F: 3 clusters Score -462452.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -462473.312500 Penalty: 2775.160400
	Iteration 21Q: 3 clusters Score -462473.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -462486.312500 Penalty: 2775.160400
	Iteration 22Q: 3 clusters Score -462486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -462497.718750 Penalty: 2775.160400
	Iteration 23Q: 3 clusters Score -462497.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -462506.593750 Penalty: 2775.160400
	Iteration 24Q: 3 clusters Score -462506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -462510.968750 Penalty: 2775.160400
	Iteration 25Q: 3 clusters Score -462511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -462514.125000 Penalty: 2775.160400
	Iteration 26Q: 3 clusters Score -462514.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -462518.906250 Penalty: 2775.160400
	Iteration 27Q: 3 clusters Score -462518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -462522.343750 Penalty: 2775.160400
	Iteration 28Q: 3 clusters Score -462522.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -462523.000000 Penalty: 2775.160400
	Iteration 29Q: 3 clusters Score -462523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -462524.406250 Penalty: 2775.160400
	Iteration 30Q: 3 clusters Score -462524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -462525.500000 Penalty: 2775.160400
	Iteration 31Q: 3 clusters Score -462525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -462526.062500 Penalty: 2775.160400
	Iteration 32Q: 3 clusters Score -462526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -462526.375000 Penalty: 2775.160400
	Iteration 33Q: 3 clusters Score -462526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -462527.500000 Penalty: 2775.160400
	Iteration 34Q: 3 clusters Score -462527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -462527.500000 Penalty: 2775.160400
	Iteration 35F: 3 clusters Score -462527.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Mstep: Class 48 contains 3723 members 
Entering Unmasked Estep 
Score: -154067696.000000 Penalty: 111104.703125
Splitting cluster 8 changes total score from -154068624.000000 to -154067696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (192114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Entering Unmasked Estep 
Score: -20006922.000000 Penalty: 1976.949585
	Iteration 0F: 2 clusters Score -2.000692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -19885070.000000 Penalty: 3953.899170
	Iteration 0F: 3 clusters Score -1.988507e+07 nChanged 93025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -19939752.000000 Penalty: 3953.899170
	Iteration 1F: 3 clusters Score -1.993975e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97299 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -19940622.000000 Penalty: 3953.899170
	Iteration 2Q: 3 clusters Score -1.994062e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -19941546.000000 Penalty: 3953.899170
	Iteration 3Q: 3 clusters Score -1.994155e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -19942606.000000 Penalty: 3953.899170
	Iteration 4Q: 3 clusters Score -1.994261e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -19944106.000000 Penalty: 3953.899170
	Iteration 5Q: 3 clusters Score -1.994411e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -19945810.000000 Penalty: 3953.899170
	Iteration 6Q: 3 clusters Score -1.994581e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -19948554.000000 Penalty: 3953.899170
	Iteration 7Q: 3 clusters Score -1.994855e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -19952474.000000 Penalty: 3953.899170
	Iteration 8Q: 3 clusters Score -1.995247e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -19958106.000000 Penalty: 3953.899170
	Iteration 9F: 3 clusters Score -1.995811e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134334 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -19965512.000000 Penalty: 3953.899170
	Iteration 10F: 3 clusters Score -1.996551e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -19974562.000000 Penalty: 3953.899170
	Iteration 11F: 3 clusters Score -1.997456e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -19984028.000000 Penalty: 3953.899170
	Iteration 12F: 3 clusters Score -1.998403e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -19991702.000000 Penalty: 3953.899170
	Iteration 13F: 3 clusters Score -1.99917e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174770 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -19996866.000000 Penalty: 3953.899170
	Iteration 14Q: 3 clusters Score -1.999687e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181159 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -20000434.000000 Penalty: 3953.899170
	Iteration 15Q: 3 clusters Score -2.000043e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185621 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -20002610.000000 Penalty: 3953.899170
	Iteration 16Q: 3 clusters Score -2.000261e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188544 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -20003978.000000 Penalty: 3953.899170
	Iteration 17Q: 3 clusters Score -2.000398e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190275 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -20004618.000000 Penalty: 3953.899170
	Iteration 18Q: 3 clusters Score -2.000462e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191115 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20004946.000000 Penalty: 3953.899170
	Iteration 19Q: 3 clusters Score -2.000495e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191494 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20005084.000000 Penalty: 3953.899170
	Iteration 20F: 3 clusters Score -2.000508e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20005146.000000 Penalty: 3953.899170
	Iteration 21Q: 3 clusters Score -2.000515e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191750 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20005186.000000 Penalty: 3953.899170
	Iteration 22Q: 3 clusters Score -2.000519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20005220.000000 Penalty: 3953.899170
	Iteration 23Q: 3 clusters Score -2.000522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20005232.000000 Penalty: 3953.899170
	Iteration 24Q: 3 clusters Score -2.000523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191846 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20005246.000000 Penalty: 3953.899170
	Iteration 25Q: 3 clusters Score -2.000525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191854 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20005274.000000 Penalty: 3953.899170
	Iteration 26Q: 3 clusters Score -2.000527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191858 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20005288.000000 Penalty: 3953.899170
	Iteration 27Q: 3 clusters Score -2.000529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20005312.000000 Penalty: 3953.899170
	Iteration 28Q: 3 clusters Score -2.000531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20005310.000000 Penalty: 3953.899170
	Iteration 29Q: 3 clusters Score -2.000531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191874 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20005300.000000 Penalty: 3953.899170
	Iteration 30Q: 3 clusters Score -2.00053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191880 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20005314.000000 Penalty: 3953.899170
	Iteration 31Q: 3 clusters Score -2.000531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191880 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20005320.000000 Penalty: 3953.899170
	Iteration 32Q: 3 clusters Score -2.000532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191880 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20005320.000000 Penalty: 3953.899170
	Iteration 33Q: 3 clusters Score -2.000532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20005334.000000 Penalty: 3953.899170
	Iteration 34Q: 3 clusters Score -2.000533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20005330.000000 Penalty: 3953.899170
	Iteration 35Q: 3 clusters Score -2.000533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20005330.000000 Penalty: 3953.899170
	Iteration 36F: 3 clusters Score -2.000533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Entering Unmasked Estep 
Score: -1551454.875000 Penalty: 1568.221436
	Iteration 0F: 2 clusters Score -1551455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1540676.125000 Penalty: 3136.442871
	Iteration 0F: 3 clusters Score -1540676 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1544866.750000 Penalty: 3136.442871
	Iteration 1F: 3 clusters Score -1544867 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1545639.500000 Penalty: 3136.442871
	Iteration 2F: 3 clusters Score -1545640 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1546569.000000 Penalty: 3136.442871
	Iteration 3F: 3 clusters Score -1546569 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1547649.875000 Penalty: 3136.442871
	Iteration 4F: 3 clusters Score -1547650 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1548661.500000 Penalty: 3136.442871
	Iteration 5F: 3 clusters Score -1548662 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1549452.875000 Penalty: 3136.442871
	Iteration 6F: 3 clusters Score -1549453 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1549922.500000 Penalty: 3136.442871
	Iteration 7Q: 3 clusters Score -1549922 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1550191.250000 Penalty: 3136.442871
	Iteration 8Q: 3 clusters Score -1550191 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1550358.000000 Penalty: 3136.442871
	Iteration 9Q: 3 clusters Score -1550358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1550459.250000 Penalty: 3136.442871
	Iteration 10Q: 3 clusters Score -1550459 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1550526.625000 Penalty: 3136.442871
	Iteration 11Q: 3 clusters Score -1550527 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1550566.875000 Penalty: 3136.442871
	Iteration 12Q: 3 clusters Score -1550567 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1550601.250000 Penalty: 3136.442871
	Iteration 13Q: 3 clusters Score -1550601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1550633.375000 Penalty: 3136.442871
	Iteration 14Q: 3 clusters Score -1550633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1550666.750000 Penalty: 3136.442871
	Iteration 15Q: 3 clusters Score -1550667 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1550711.875000 Penalty: 3136.442871
	Iteration 16Q: 3 clusters Score -1550712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1550756.375000 Penalty: 3136.442871
	Iteration 17Q: 3 clusters Score -1550756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1550814.125000 Penalty: 3136.442871
	Iteration 18Q: 3 clusters Score -1550814 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1550862.500000 Penalty: 3136.442871
	Iteration 19Q: 3 clusters Score -1550862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1550923.000000 Penalty: 3136.442871
	Iteration 20F: 3 clusters Score -1550923 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1550956.250000 Penalty: 3136.442871
	Iteration 21Q: 3 clusters Score -1550956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1550983.375000 Penalty: 3136.442871
	Iteration 22Q: 3 clusters Score -1550983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1550998.125000 Penalty: 3136.442871
	Iteration 23Q: 3 clusters Score -1550998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1551015.000000 Penalty: 3136.442871
	Iteration 24Q: 3 clusters Score -1551015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1551030.000000 Penalty: 3136.442871
	Iteration 25Q: 3 clusters Score -1551030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1551046.875000 Penalty: 3136.442871
	Iteration 26Q: 3 clusters Score -1551047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1551065.625000 Penalty: 3136.442871
	Iteration 27Q: 3 clusters Score -1551066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1551076.375000 Penalty: 3136.442871
	Iteration 28Q: 3 clusters Score -1551076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1551090.375000 Penalty: 3136.442871
	Iteration 29Q: 3 clusters Score -1551090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1551101.375000 Penalty: 3136.442871
	Iteration 30Q: 3 clusters Score -1551101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1551113.125000 Penalty: 3136.442871
	Iteration 31Q: 3 clusters Score -1551113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1551120.250000 Penalty: 3136.442871
	Iteration 32Q: 3 clusters Score -1551120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1551125.750000 Penalty: 3136.442871
	Iteration 33Q: 3 clusters Score -1551126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1551124.125000 Penalty: 3136.442871
	Iteration 34Q: 3 clusters Score -1551124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1551129.875000 Penalty: 3136.442871
	Iteration 35Q: 3 clusters Score -1551130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1551136.375000 Penalty: 3136.442871
	Iteration 36Q: 3 clusters Score -1551136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1551135.750000 Penalty: 3136.442871
	Iteration 37Q: 3 clusters Score -1551136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1551134.000000 Penalty: 3136.442871
	Iteration 38Q: 3 clusters Score -1551134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1551141.250000 Penalty: 3136.442871
	Iteration 39Q: 3 clusters Score -1551141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1551139.375000 Penalty: 3136.442871
	Iteration 40F: 3 clusters Score -1551139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1551145.250000 Penalty: 3136.442871
	Iteration 41Q: 3 clusters Score -1551145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1551148.375000 Penalty: 3136.442871
	Iteration 42Q: 3 clusters Score -1551148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1551149.000000 Penalty: 3136.442871
	Iteration 43Q: 3 clusters Score -1551149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1551147.125000 Penalty: 3136.442871
	Iteration 44Q: 3 clusters Score -1551147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1551146.875000 Penalty: 3136.442871
	Iteration 45Q: 3 clusters Score -1551147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1551147.875000 Penalty: 3136.442871
	Iteration 46Q: 3 clusters Score -1551148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1551149.750000 Penalty: 3136.442871
	Iteration 47Q: 3 clusters Score -1551150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1551148.875000 Penalty: 3136.442871
	Iteration 48Q: 3 clusters Score -1551149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1551148.625000 Penalty: 3136.442871
	Iteration 49Q: 3 clusters Score -1551149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1551147.000000 Penalty: 3136.442871
	Iteration 50Q: 3 clusters Score -1551147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1551147.750000 Penalty: 3136.442871
	Iteration 51Q: 3 clusters Score -1551148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1551145.750000 Penalty: 3136.442871
	Iteration 52Q: 3 clusters Score -1551146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1551144.375000 Penalty: 3136.442871
	Iteration 53Q: 3 clusters Score -1551144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1551146.000000 Penalty: 3136.442871
	Iteration 54Q: 3 clusters Score -1551146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1551144.250000 Penalty: 3136.442871
	Iteration 55Q: 3 clusters Score -1551144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1551147.625000 Penalty: 3136.442871
	Iteration 56Q: 3 clusters Score -1551148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1551147.250000 Penalty: 3136.442871
	Iteration 57Q: 3 clusters Score -1551147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1551148.125000 Penalty: 3136.442871
	Iteration 58Q: 3 clusters Score -1551148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1551148.625000 Penalty: 3136.442871
	Iteration 59Q: 3 clusters Score -1551149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1551148.625000 Penalty: 3136.442871
	Iteration 60F: 3 clusters Score -1551149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1551150.875000 Penalty: 3136.442871
	Iteration 61Q: 3 clusters Score -1551151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1551147.000000 Penalty: 3136.442871
	Iteration 62Q: 3 clusters Score -1551147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1551147.875000 Penalty: 3136.442871
	Iteration 63Q: 3 clusters Score -1551148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1551150.375000 Penalty: 3136.442871
	Iteration 64Q: 3 clusters Score -1551150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1551149.500000 Penalty: 3136.442871
	Iteration 65Q: 3 clusters Score -1551150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1551152.375000 Penalty: 3136.442871
	Iteration 66Q: 3 clusters Score -1551152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1551151.875000 Penalty: 3136.442871
	Iteration 67Q: 3 clusters Score -1551152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1551151.375000 Penalty: 3136.442871
	Iteration 68Q: 3 clusters Score -1551151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1551152.625000 Penalty: 3136.442871
	Iteration 69Q: 3 clusters Score -1551153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1551152.375000 Penalty: 3136.442871
	Iteration 70Q: 3 clusters Score -1551152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1551153.875000 Penalty: 3136.442871
	Iteration 71Q: 3 clusters Score -1551154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1551152.625000 Penalty: 3136.442871
	Iteration 72Q: 3 clusters Score -1551153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1551152.625000 Penalty: 3136.442871
	Iteration 73Q: 3 clusters Score -1551153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1551154.625000 Penalty: 3136.442871
	Iteration 74Q: 3 clusters Score -1551155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1551156.500000 Penalty: 3136.442871
	Iteration 75Q: 3 clusters Score -1551156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1551160.125000 Penalty: 3136.442871
	Iteration 76Q: 3 clusters Score -1551160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1551161.875000 Penalty: 3136.442871
	Iteration 77Q: 3 clusters Score -1551162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1551162.500000 Penalty: 3136.442871
	Iteration 78Q: 3 clusters Score -1551162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1551167.500000 Penalty: 3136.442871
	Iteration 79Q: 3 clusters Score -1551168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1551170.875000 Penalty: 3136.442871
	Iteration 80F: 3 clusters Score -1551171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1551171.125000 Penalty: 3136.442871
	Iteration 81Q: 3 clusters Score -1551171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1551174.750000 Penalty: 3136.442871
	Iteration 82Q: 3 clusters Score -1551175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1551178.875000 Penalty: 3136.442871
	Iteration 83Q: 3 clusters Score -1551179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1551175.875000 Penalty: 3136.442871
	Iteration 84Q: 3 clusters Score -1551176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1551180.500000 Penalty: 3136.442871
	Iteration 85Q: 3 clusters Score -1551180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1551179.750000 Penalty: 3136.442871
	Iteration 86Q: 3 clusters Score -1551180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1551179.625000 Penalty: 3136.442871
	Iteration 87Q: 3 clusters Score -1551180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1551179.625000 Penalty: 3136.442871
	Iteration 88Q: 3 clusters Score -1551180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1551181.375000 Penalty: 3136.442871
	Iteration 89Q: 3 clusters Score -1551181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1551179.250000 Penalty: 3136.442871
	Iteration 90Q: 3 clusters Score -1551179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1551180.500000 Penalty: 3136.442871
	Iteration 91Q: 3 clusters Score -1551180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1551180.750000 Penalty: 3136.442871
	Iteration 92Q: 3 clusters Score -1551181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1551180.750000 Penalty: 3136.442871
	Iteration 93F: 3 clusters Score -1551181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -1149422.750000 Penalty: 1516.899902
	Iteration 0F: 2 clusters Score -1149423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1141366.500000 Penalty: 3033.799805
	Iteration 0F: 3 clusters Score -1141366 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1144064.250000 Penalty: 3033.799805
	Iteration 1F: 3 clusters Score -1144064 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1144412.625000 Penalty: 3033.799805
	Iteration 2F: 3 clusters Score -1144413 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1144747.000000 Penalty: 3033.799805
	Iteration 3F: 3 clusters Score -1144747 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1145120.375000 Penalty: 3033.799805
	Iteration 4F: 3 clusters Score -1145120 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1145671.625000 Penalty: 3033.799805
	Iteration 5F: 3 clusters Score -1145672 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1146397.750000 Penalty: 3033.799805
	Iteration 6F: 3 clusters Score -1146398 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1147096.125000 Penalty: 3033.799805
	Iteration 7F: 3 clusters Score -1147096 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1147628.500000 Penalty: 3033.799805
	Iteration 8F: 3 clusters Score -1147628 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1147941.875000 Penalty: 3033.799805
	Iteration 9Q: 3 clusters Score -1147942 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1148122.625000 Penalty: 3033.799805
	Iteration 10Q: 3 clusters Score -1148123 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1148239.875000 Penalty: 3033.799805
	Iteration 11Q: 3 clusters Score -1148240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1148300.750000 Penalty: 3033.799805
	Iteration 12Q: 3 clusters Score -1148301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1148348.500000 Penalty: 3033.799805
	Iteration 13Q: 3 clusters Score -1148348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1148381.125000 Penalty: 3033.799805
	Iteration 14Q: 3 clusters Score -1148381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1148406.750000 Penalty: 3033.799805
	Iteration 15Q: 3 clusters Score -1148407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1148431.500000 Penalty: 3033.799805
	Iteration 16Q: 3 clusters Score -1148432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1148445.250000 Penalty: 3033.799805
	Iteration 17Q: 3 clusters Score -1148445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1148454.250000 Penalty: 3033.799805
	Iteration 18Q: 3 clusters Score -1148454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1148463.875000 Penalty: 3033.799805
	Iteration 19Q: 3 clusters Score -1148464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1148469.125000 Penalty: 3033.799805
	Iteration 20F: 3 clusters Score -1148469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1148473.625000 Penalty: 3033.799805
	Iteration 21Q: 3 clusters Score -1148474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1148483.250000 Penalty: 3033.799805
	Iteration 22Q: 3 clusters Score -1148483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1148488.375000 Penalty: 3033.799805
	Iteration 23Q: 3 clusters Score -1148488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1148493.125000 Penalty: 3033.799805
	Iteration 24Q: 3 clusters Score -1148493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1148494.625000 Penalty: 3033.799805
	Iteration 25Q: 3 clusters Score -1148495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1148495.375000 Penalty: 3033.799805
	Iteration 26Q: 3 clusters Score -1148495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1148500.125000 Penalty: 3033.799805
	Iteration 27Q: 3 clusters Score -1148500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1148502.875000 Penalty: 3033.799805
	Iteration 28Q: 3 clusters Score -1148503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1148506.750000 Penalty: 3033.799805
	Iteration 29Q: 3 clusters Score -1148507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1148507.375000 Penalty: 3033.799805
	Iteration 30Q: 3 clusters Score -1148507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1148507.625000 Penalty: 3033.799805
	Iteration 31Q: 3 clusters Score -1148508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1148509.375000 Penalty: 3033.799805
	Iteration 32Q: 3 clusters Score -1148509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1148510.625000 Penalty: 3033.799805
	Iteration 33Q: 3 clusters Score -1148511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1148510.625000 Penalty: 3033.799805
	Iteration 34F: 3 clusters Score -1148511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Entering Unmasked Estep 
Score: -7619073.000000 Penalty: 1819.114502
	Iteration 0F: 2 clusters Score -7619073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -7570335.000000 Penalty: 3638.229004
	Iteration 0F: 3 clusters Score -7570335 nChanged 34585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -7591092.000000 Penalty: 3638.229004
	Iteration 1F: 3 clusters Score -7591092 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -7592659.500000 Penalty: 3638.229004
	Iteration 2F: 3 clusters Score -7592660 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -7595132.500000 Penalty: 3638.229004
	Iteration 3F: 3 clusters Score -7595132 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -7598224.500000 Penalty: 3638.229004
	Iteration 4F: 3 clusters Score -7598224 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -7602024.500000 Penalty: 3638.229004
	Iteration 5F: 3 clusters Score -7602024 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -7606185.000000 Penalty: 3638.229004
	Iteration 6F: 3 clusters Score -7606185 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -7610111.000000 Penalty: 3638.229004
	Iteration 7F: 3 clusters Score -7610111 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -7613229.000000 Penalty: 3638.229004
	Iteration 8Q: 3 clusters Score -7613229 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7615311.000000 Penalty: 3638.229004
	Iteration 9Q: 3 clusters Score -7615311 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7616325.000000 Penalty: 3638.229004
	Iteration 10Q: 3 clusters Score -7616325 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7616917.000000 Penalty: 3638.229004
	Iteration 11Q: 3 clusters Score -7616917 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7617223.000000 Penalty: 3638.229004
	Iteration 12Q: 3 clusters Score -7617223 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7617399.000000 Penalty: 3638.229004
	Iteration 13Q: 3 clusters Score -7617399 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7617491.000000 Penalty: 3638.229004
	Iteration 14Q: 3 clusters Score -7617491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7617574.000000 Penalty: 3638.229004
	Iteration 15Q: 3 clusters Score -7617574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7617611.500000 Penalty: 3638.229004
	Iteration 16Q: 3 clusters Score -7617612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7617627.500000 Penalty: 3638.229004
	Iteration 17Q: 3 clusters Score -7617628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7617663.500000 Penalty: 3638.229004
	Iteration 18Q: 3 clusters Score -7617664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7617671.500000 Penalty: 3638.229004
	Iteration 19Q: 3 clusters Score -7617672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7617700.000000 Penalty: 3638.229004
	Iteration 20F: 3 clusters Score -7617700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7617717.000000 Penalty: 3638.229004
	Iteration 21Q: 3 clusters Score -7617717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7617712.000000 Penalty: 3638.229004
	Iteration 22Q: 3 clusters Score -7617712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7617724.500000 Penalty: 3638.229004
	Iteration 23Q: 3 clusters Score -7617724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7617737.500000 Penalty: 3638.229004
	Iteration 24Q: 3 clusters Score -7617738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7617745.500000 Penalty: 3638.229004
	Iteration 25Q: 3 clusters Score -7617746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7617756.500000 Penalty: 3638.229004
	Iteration 26Q: 3 clusters Score -7617756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7617760.000000 Penalty: 3638.229004
	Iteration 27Q: 3 clusters Score -7617760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7617760.500000 Penalty: 3638.229004
	Iteration 28Q: 3 clusters Score -7617760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7617765.500000 Penalty: 3638.229004
	Iteration 29Q: 3 clusters Score -7617766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7617767.500000 Penalty: 3638.229004
	Iteration 30Q: 3 clusters Score -7617768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7617767.000000 Penalty: 3638.229004
	Iteration 31Q: 3 clusters Score -7617767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7617767.000000 Penalty: 3638.229004
	Iteration 32Q: 3 clusters Score -7617767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7617769.000000 Penalty: 3638.229004
	Iteration 33Q: 3 clusters Score -7617769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7617769.500000 Penalty: 3638.229004
	Iteration 34Q: 3 clusters Score -7617770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7617770.500000 Penalty: 3638.229004
	Iteration 35Q: 3 clusters Score -7617770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7617774.500000 Penalty: 3638.229004
	Iteration 36Q: 3 clusters Score -7617774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7617776.000000 Penalty: 3638.229004
	Iteration 37Q: 3 clusters Score -7617776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7617777.500000 Penalty: 3638.229004
	Iteration 38Q: 3 clusters Score -7617778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7617771.000000 Penalty: 3638.229004
	Iteration 39Q: 3 clusters Score -7617771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7617771.000000 Penalty: 3638.229004
	Iteration 40F: 3 clusters Score -7617771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -161238.015625 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -161238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -159278.921875 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -159278.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159931.718750 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -159931.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -160138.468750 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -160138.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160332.734375 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -160332.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -160489.859375 Penalty: 2456.687500
	Iteration 4F: 3 clusters Score -160489.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160645.531250 Penalty: 2456.687500
	Iteration 5F: 3 clusters Score -160645.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -160756.187500 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -160756.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -160853.750000 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -160853.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160946.265625 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -160946.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161024.765625 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -161024.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161097.265625 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -161097.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -161158.906250 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -161158.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161202.062500 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -161202.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -161237.750000 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -161237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -161267.437500 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -161267.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161290.140625 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -161290.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -161302.234375 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -161302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161316.234375 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -161316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161323.093750 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -161323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161337.093750 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -161337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -161345.281250 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -161345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -161362.437500 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -161362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -161374.484375 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -161374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -161376.750000 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -161376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161380.000000 Penalty: 2456.687500
	Iteration 24Q: 3 clusters Score -161380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161380.875000 Penalty: 2456.687500
	Iteration 25Q: 3 clusters Score -161380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161380.875000 Penalty: 2456.687500
	Iteration 26F: 3 clusters Score -161380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Mstep: Class 48 contains 986 members 
Entering Unmasked Estep 
Score: -154067920.000000 Penalty: 111104.703125
Splitting cluster 13 changes total score from -154068624.000000 to -154067920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -593703.750000 Penalty: 1412.802124
	Iteration 0F: 2 clusters Score -593703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -589128.375000 Penalty: 2825.604248
	Iteration 0F: 3 clusters Score -589128.4 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -590584.625000 Penalty: 2825.604248
	Iteration 1F: 3 clusters Score -590584.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -590938.375000 Penalty: 2825.604248
	Iteration 2F: 3 clusters Score -590938.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -591263.187500 Penalty: 2825.604248
	Iteration 3F: 3 clusters Score -591263.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -591596.437500 Penalty: 2825.604248
	Iteration 4F: 3 clusters Score -591596.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -591914.562500 Penalty: 2825.604248
	Iteration 5F: 3 clusters Score -591914.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -592226.625000 Penalty: 2825.604248
	Iteration 6F: 3 clusters Score -592226.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -592519.875000 Penalty: 2825.604248
	Iteration 7Q: 3 clusters Score -592519.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -592783.062500 Penalty: 2825.604248
	Iteration 8Q: 3 clusters Score -592783.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -592995.875000 Penalty: 2825.604248
	Iteration 9Q: 3 clusters Score -592995.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -593137.500000 Penalty: 2825.604248
	Iteration 10Q: 3 clusters Score -593137.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -593235.625000 Penalty: 2825.604248
	Iteration 11Q: 3 clusters Score -593235.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -593308.187500 Penalty: 2825.604248
	Iteration 12Q: 3 clusters Score -593308.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -593351.250000 Penalty: 2825.604248
	Iteration 13Q: 3 clusters Score -593351.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -593376.187500 Penalty: 2825.604248
	Iteration 14Q: 3 clusters Score -593376.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -593397.187500 Penalty: 2825.604248
	Iteration 15Q: 3 clusters Score -593397.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -593412.437500 Penalty: 2825.604248
	Iteration 16Q: 3 clusters Score -593412.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -593420.437500 Penalty: 2825.604248
	Iteration 17Q: 3 clusters Score -593420.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -593426.187500 Penalty: 2825.604248
	Iteration 18Q: 3 clusters Score -593426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -593429.375000 Penalty: 2825.604248
	Iteration 19Q: 3 clusters Score -593429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -593432.500000 Penalty: 2825.604248
	Iteration 20F: 3 clusters Score -593432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -593433.437500 Penalty: 2825.604248
	Iteration 21Q: 3 clusters Score -593433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -593432.937500 Penalty: 2825.604248
	Iteration 22Q: 3 clusters Score -593432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -593435.062500 Penalty: 2825.604248
	Iteration 23Q: 3 clusters Score -593435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -593435.437500 Penalty: 2825.604248
	Iteration 24Q: 3 clusters Score -593435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -593435.062500 Penalty: 2825.604248
	Iteration 25Q: 3 clusters Score -593435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -593436.250000 Penalty: 2825.604248
	Iteration 26Q: 3 clusters Score -593436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -593435.875000 Penalty: 2825.604248
	Iteration 27Q: 3 clusters Score -593435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -593435.875000 Penalty: 2825.604248
	Iteration 28F: 3 clusters Score -593435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Entering Unmasked Estep 
Score: -17667300.000000 Penalty: 1955.395996
	Iteration 0F: 2 clusters Score -1.76673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -17569454.000000 Penalty: 3910.791992
	Iteration 0F: 3 clusters Score -1.756945e+07 nChanged 81360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -17617940.000000 Penalty: 3910.791992
	Iteration 1F: 3 clusters Score -1.761794e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -17619866.000000 Penalty: 3910.791992
	Iteration 2Q: 3 clusters Score -1.761987e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -17623210.000000 Penalty: 3910.791992
	Iteration 3Q: 3 clusters Score -1.762321e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -17629756.000000 Penalty: 3910.791992
	Iteration 4F: 3 clusters Score -1.762976e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127584 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -17640254.000000 Penalty: 3910.791992
	Iteration 5F: 3 clusters Score -1.764025e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -17653822.000000 Penalty: 3910.791992
	Iteration 6F: 3 clusters Score -1.765382e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -17661378.000000 Penalty: 3910.791992
	Iteration 7F: 3 clusters Score -1.766138e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162957 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -17664236.000000 Penalty: 3910.791992
	Iteration 8Q: 3 clusters Score -1.766424e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17665046.000000 Penalty: 3910.791992
	Iteration 9Q: 3 clusters Score -1.766505e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -17665338.000000 Penalty: 3910.791992
	Iteration 10Q: 3 clusters Score -1.766534e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -17665490.000000 Penalty: 3910.791992
	Iteration 11Q: 3 clusters Score -1.766549e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17665546.000000 Penalty: 3910.791992
	Iteration 12Q: 3 clusters Score -1.766555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168015 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17665582.000000 Penalty: 3910.791992
	Iteration 13Q: 3 clusters Score -1.766558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17665610.000000 Penalty: 3910.791992
	Iteration 14Q: 3 clusters Score -1.766561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168043 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17665608.000000 Penalty: 3910.791992
	Iteration 15Q: 3 clusters Score -1.766561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17665624.000000 Penalty: 3910.791992
	Iteration 16Q: 3 clusters Score -1.766562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17665642.000000 Penalty: 3910.791992
	Iteration 17Q: 3 clusters Score -1.766564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17665642.000000 Penalty: 3910.791992
	Iteration 18Q: 3 clusters Score -1.766564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17665652.000000 Penalty: 3910.791992
	Iteration 19Q: 3 clusters Score -1.766565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17665654.000000 Penalty: 3910.791992
	Iteration 20F: 3 clusters Score -1.766565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -435628.937500 Penalty: 1372.041382
	Iteration 0F: 2 clusters Score -435628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -431837.250000 Penalty: 2744.082764
	Iteration 0F: 3 clusters Score -431837.2 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -433056.125000 Penalty: 2744.082764
	Iteration 1F: 3 clusters Score -433056.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -433353.593750 Penalty: 2744.082764
	Iteration 2F: 3 clusters Score -433353.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -433567.031250 Penalty: 2744.082764
	Iteration 3F: 3 clusters Score -433567 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -433726.968750 Penalty: 2744.082764
	Iteration 4Q: 3 clusters Score -433727 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -433904.156250 Penalty: 2744.082764
	Iteration 5Q: 3 clusters Score -433904.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -434107.531250 Penalty: 2744.082764
	Iteration 6Q: 3 clusters Score -434107.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -434249.468750 Penalty: 2744.082764
	Iteration 7Q: 3 clusters Score -434249.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -434358.968750 Penalty: 2744.082764
	Iteration 8Q: 3 clusters Score -434359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -434442.593750 Penalty: 2744.082764
	Iteration 9Q: 3 clusters Score -434442.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -434496.031250 Penalty: 2744.082764
	Iteration 10Q: 3 clusters Score -434496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -434536.625000 Penalty: 2744.082764
	Iteration 11Q: 3 clusters Score -434536.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -434571.437500 Penalty: 2744.082764
	Iteration 12Q: 3 clusters Score -434571.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -434604.281250 Penalty: 2744.082764
	Iteration 13Q: 3 clusters Score -434604.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -434630.125000 Penalty: 2744.082764
	Iteration 14Q: 3 clusters Score -434630.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -434654.250000 Penalty: 2744.082764
	Iteration 15Q: 3 clusters Score -434654.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -434674.406250 Penalty: 2744.082764
	Iteration 16Q: 3 clusters Score -434674.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -434702.500000 Penalty: 2744.082764
	Iteration 17Q: 3 clusters Score -434702.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -434729.812500 Penalty: 2744.082764
	Iteration 18Q: 3 clusters Score -434729.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -434759.875000 Penalty: 2744.082764
	Iteration 19Q: 3 clusters Score -434759.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -434797.843750 Penalty: 2744.082764
	Iteration 20F: 3 clusters Score -434797.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -434825.343750 Penalty: 2744.082764
	Iteration 21Q: 3 clusters Score -434825.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -434844.468750 Penalty: 2744.082764
	Iteration 22Q: 3 clusters Score -434844.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -434867.000000 Penalty: 2744.082764
	Iteration 23Q: 3 clusters Score -434867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -434887.968750 Penalty: 2744.082764
	Iteration 24Q: 3 clusters Score -434888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -434903.031250 Penalty: 2744.082764
	Iteration 25Q: 3 clusters Score -434903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -434920.125000 Penalty: 2744.082764
	Iteration 26Q: 3 clusters Score -434920.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -434940.312500 Penalty: 2744.082764
	Iteration 27Q: 3 clusters Score -434940.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -434959.812500 Penalty: 2744.082764
	Iteration 28Q: 3 clusters Score -434959.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -434981.312500 Penalty: 2744.082764
	Iteration 29Q: 3 clusters Score -434981.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -435000.656250 Penalty: 2744.082764
	Iteration 30Q: 3 clusters Score -435000.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -435010.500000 Penalty: 2744.082764
	Iteration 31Q: 3 clusters Score -435010.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -435019.187500 Penalty: 2744.082764
	Iteration 32Q: 3 clusters Score -435019.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -435030.687500 Penalty: 2744.082764
	Iteration 33Q: 3 clusters Score -435030.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -435042.000000 Penalty: 2744.082764
	Iteration 34Q: 3 clusters Score -435042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -435055.312500 Penalty: 2744.082764
	Iteration 35Q: 3 clusters Score -435055.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -435065.062500 Penalty: 2744.082764
	Iteration 36Q: 3 clusters Score -435065.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -435072.125000 Penalty: 2744.082764
	Iteration 37Q: 3 clusters Score -435072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -435077.437500 Penalty: 2744.082764
	Iteration 38Q: 3 clusters Score -435077.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -435081.000000 Penalty: 2744.082764
	Iteration 39Q: 3 clusters Score -435081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -435084.187500 Penalty: 2744.082764
	Iteration 40F: 3 clusters Score -435084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435087.843750 Penalty: 2744.082764
	Iteration 41Q: 3 clusters Score -435087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -435091.093750 Penalty: 2744.082764
	Iteration 42Q: 3 clusters Score -435091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -435094.156250 Penalty: 2744.082764
	Iteration 43Q: 3 clusters Score -435094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -435095.531250 Penalty: 2744.082764
	Iteration 44Q: 3 clusters Score -435095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -435097.843750 Penalty: 2744.082764
	Iteration 45Q: 3 clusters Score -435097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -435098.906250 Penalty: 2744.082764
	Iteration 46Q: 3 clusters Score -435098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -435098.906250 Penalty: 2744.082764
	Iteration 47F: 3 clusters Score -435098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Entering Unmasked Estep 
Score: -6926313.500000 Penalty: 1801.897217
	Iteration 0F: 2 clusters Score -6926314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -6882533.000000 Penalty: 3603.794434
	Iteration 0F: 3 clusters Score -6882533 nChanged 30960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -6900555.500000 Penalty: 3603.794434
	Iteration 1F: 3 clusters Score -6900556 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6901584.000000 Penalty: 3603.794434
	Iteration 2Q: 3 clusters Score -6901584 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -6903024.000000 Penalty: 3603.794434
	Iteration 3Q: 3 clusters Score -6903024 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6904852.500000 Penalty: 3603.794434
	Iteration 4F: 3 clusters Score -6904852 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -6907066.000000 Penalty: 3603.794434
	Iteration 5F: 3 clusters Score -6907066 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -6909764.000000 Penalty: 3603.794434
	Iteration 6F: 3 clusters Score -6909764 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -6912614.000000 Penalty: 3603.794434
	Iteration 7F: 3 clusters Score -6912614 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6915698.500000 Penalty: 3603.794434
	Iteration 8F: 3 clusters Score -6915698 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6918507.000000 Penalty: 3603.794434
	Iteration 9F: 3 clusters Score -6918507 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -6920860.000000 Penalty: 3603.794434
	Iteration 10Q: 3 clusters Score -6920860 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6922524.500000 Penalty: 3603.794434
	Iteration 11Q: 3 clusters Score -6922524 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6923483.500000 Penalty: 3603.794434
	Iteration 12Q: 3 clusters Score -6923484 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6924073.500000 Penalty: 3603.794434
	Iteration 13Q: 3 clusters Score -6924074 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6924335.500000 Penalty: 3603.794434
	Iteration 14Q: 3 clusters Score -6924336 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6924485.500000 Penalty: 3603.794434
	Iteration 15Q: 3 clusters Score -6924486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6924592.500000 Penalty: 3603.794434
	Iteration 16Q: 3 clusters Score -6924592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6924650.000000 Penalty: 3603.794434
	Iteration 17Q: 3 clusters Score -6924650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6924690.500000 Penalty: 3603.794434
	Iteration 18Q: 3 clusters Score -6924690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6924715.000000 Penalty: 3603.794434
	Iteration 19Q: 3 clusters Score -6924715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6924735.000000 Penalty: 3603.794434
	Iteration 20F: 3 clusters Score -6924735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6924755.500000 Penalty: 3603.794434
	Iteration 21Q: 3 clusters Score -6924756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6924776.000000 Penalty: 3603.794434
	Iteration 22Q: 3 clusters Score -6924776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6924792.000000 Penalty: 3603.794434
	Iteration 23Q: 3 clusters Score -6924792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6924808.000000 Penalty: 3603.794434
	Iteration 24Q: 3 clusters Score -6924808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6924806.500000 Penalty: 3603.794434
	Iteration 25Q: 3 clusters Score -6924806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6924817.000000 Penalty: 3603.794434
	Iteration 26Q: 3 clusters Score -6924817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6924820.000000 Penalty: 3603.794434
	Iteration 27Q: 3 clusters Score -6924820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6924819.500000 Penalty: 3603.794434
	Iteration 28Q: 3 clusters Score -6924820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6924827.500000 Penalty: 3603.794434
	Iteration 29Q: 3 clusters Score -6924828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6924829.000000 Penalty: 3603.794434
	Iteration 30Q: 3 clusters Score -6924829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6924831.000000 Penalty: 3603.794434
	Iteration 31Q: 3 clusters Score -6924831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6924833.000000 Penalty: 3603.794434
	Iteration 32Q: 3 clusters Score -6924833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6924837.500000 Penalty: 3603.794434
	Iteration 33Q: 3 clusters Score -6924838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6924838.500000 Penalty: 3603.794434
	Iteration 34Q: 3 clusters Score -6924838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6924838.500000 Penalty: 3603.794434
	Iteration 35Q: 3 clusters Score -6924838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6924833.500000 Penalty: 3603.794434
	Iteration 36Q: 3 clusters Score -6924834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64896 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6924834.500000 Penalty: 3603.794434
	Iteration 37Q: 3 clusters Score -6924834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6924836.000000 Penalty: 3603.794434
	Iteration 38Q: 3 clusters Score -6924836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6924833.500000 Penalty: 3603.794434
	Iteration 39Q: 3 clusters Score -6924834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6924834.000000 Penalty: 3603.794434
	Iteration 40F: 3 clusters Score -6924834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6924839.000000 Penalty: 3603.794434
	Iteration 41Q: 3 clusters Score -6924839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6924839.500000 Penalty: 3603.794434
	Iteration 42Q: 3 clusters Score -6924840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6924839.500000 Penalty: 3603.794434
	Iteration 43F: 3 clusters Score -6924840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Entering Unmasked Estep 
Score: -8562847.000000 Penalty: 1838.020386
	Iteration 0F: 2 clusters Score -8562847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8508340.000000 Penalty: 3676.040771
	Iteration 0F: 3 clusters Score -8508340 nChanged 38989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -8531079.000000 Penalty: 3676.040771
	Iteration 1F: 3 clusters Score -8531079 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8532524.000000 Penalty: 3676.040771
	Iteration 2Q: 3 clusters Score -8532524 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -8534449.000000 Penalty: 3676.040771
	Iteration 3F: 3 clusters Score -8534449 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -8537179.000000 Penalty: 3676.040771
	Iteration 4F: 3 clusters Score -8537179 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -8540504.000000 Penalty: 3676.040771
	Iteration 5F: 3 clusters Score -8540504 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -8544333.000000 Penalty: 3676.040771
	Iteration 6F: 3 clusters Score -8544333 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8548408.000000 Penalty: 3676.040771
	Iteration 7F: 3 clusters Score -8548408 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -8552579.000000 Penalty: 3676.040771
	Iteration 8F: 3 clusters Score -8552579 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -8556113.000000 Penalty: 3676.040771
	Iteration 9Q: 3 clusters Score -8556113 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -8558418.000000 Penalty: 3676.040771
	Iteration 10Q: 3 clusters Score -8558418 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -8559569.000000 Penalty: 3676.040771
	Iteration 11Q: 3 clusters Score -8559569 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -8560306.000000 Penalty: 3676.040771
	Iteration 12Q: 3 clusters Score -8560306 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -8560823.000000 Penalty: 3676.040771
	Iteration 13Q: 3 clusters Score -8560823 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -8561053.000000 Penalty: 3676.040771
	Iteration 14Q: 3 clusters Score -8561053 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -8561247.000000 Penalty: 3676.040771
	Iteration 15Q: 3 clusters Score -8561247 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -8561372.000000 Penalty: 3676.040771
	Iteration 16Q: 3 clusters Score -8561372 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -8561458.000000 Penalty: 3676.040771
	Iteration 17Q: 3 clusters Score -8561458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -8561527.000000 Penalty: 3676.040771
	Iteration 18Q: 3 clusters Score -8561527 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -8561613.000000 Penalty: 3676.040771
	Iteration 19Q: 3 clusters Score -8561613 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -8561665.000000 Penalty: 3676.040771
	Iteration 20F: 3 clusters Score -8561665 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -8561708.000000 Penalty: 3676.040771
	Iteration 21Q: 3 clusters Score -8561708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -8561747.000000 Penalty: 3676.040771
	Iteration 22Q: 3 clusters Score -8561747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -8561769.000000 Penalty: 3676.040771
	Iteration 23Q: 3 clusters Score -8561769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -8561804.000000 Penalty: 3676.040771
	Iteration 24Q: 3 clusters Score -8561804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -8561825.000000 Penalty: 3676.040771
	Iteration 25Q: 3 clusters Score -8561825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -8561863.000000 Penalty: 3676.040771
	Iteration 26Q: 3 clusters Score -8561863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -8561882.000000 Penalty: 3676.040771
	Iteration 27Q: 3 clusters Score -8561882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -8561908.000000 Penalty: 3676.040771
	Iteration 28Q: 3 clusters Score -8561908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -8561933.000000 Penalty: 3676.040771
	Iteration 29Q: 3 clusters Score -8561933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -8561955.000000 Penalty: 3676.040771
	Iteration 30Q: 3 clusters Score -8561955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -8561973.000000 Penalty: 3676.040771
	Iteration 31Q: 3 clusters Score -8561973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -8561990.000000 Penalty: 3676.040771
	Iteration 32Q: 3 clusters Score -8561990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -8562008.000000 Penalty: 3676.040771
	Iteration 33Q: 3 clusters Score -8562008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -8562009.000000 Penalty: 3676.040771
	Iteration 34Q: 3 clusters Score -8562009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -8562029.000000 Penalty: 3676.040771
	Iteration 35Q: 3 clusters Score -8562029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -8562026.000000 Penalty: 3676.040771
	Iteration 36Q: 3 clusters Score -8562026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -8562037.000000 Penalty: 3676.040771
	Iteration 37Q: 3 clusters Score -8562037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -8562035.000000 Penalty: 3676.040771
	Iteration 38Q: 3 clusters Score -8562035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -8562040.000000 Penalty: 3676.040771
	Iteration 39Q: 3 clusters Score -8562040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -8562044.000000 Penalty: 3676.040771
	Iteration 40F: 3 clusters Score -8562044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -8562045.000000 Penalty: 3676.040771
	Iteration 41Q: 3 clusters Score -8562045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 80380 members 
Entering Unmasked Estep 
Score: -8562053.000000 Penalty: 3676.040771
	Iteration 42Q: 3 clusters Score -8562053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -8562046.000000 Penalty: 3676.040771
	Iteration 43Q: 3 clusters Score -8562046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -8562058.000000 Penalty: 3676.040771
	Iteration 44Q: 3 clusters Score -8562058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -8562055.000000 Penalty: 3676.040771
	Iteration 45Q: 3 clusters Score -8562055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -8562062.000000 Penalty: 3676.040771
	Iteration 46Q: 3 clusters Score -8562062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -8562062.000000 Penalty: 3676.040771
	Iteration 47Q: 3 clusters Score -8562062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -8562069.000000 Penalty: 3676.040771
	Iteration 48Q: 3 clusters Score -8562069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -8562063.000000 Penalty: 3676.040771
	Iteration 49Q: 3 clusters Score -8562063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -8562066.000000 Penalty: 3676.040771
	Iteration 50Q: 3 clusters Score -8562066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -8562070.000000 Penalty: 3676.040771
	Iteration 51Q: 3 clusters Score -8562070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -8562068.000000 Penalty: 3676.040771
	Iteration 52Q: 3 clusters Score -8562068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -8562071.000000 Penalty: 3676.040771
	Iteration 53Q: 3 clusters Score -8562071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -8562080.000000 Penalty: 3676.040771
	Iteration 54Q: 3 clusters Score -8562080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -8562082.000000 Penalty: 3676.040771
	Iteration 55Q: 3 clusters Score -8562082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -8562082.000000 Penalty: 3676.040771
	Iteration 56F: 3 clusters Score -8562082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Entering Unmasked Estep 
Score: -12192684.000000 Penalty: 1895.774902
	Iteration 0F: 2 clusters Score -1.219268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -12115209.000000 Penalty: 3791.549805
	Iteration 0F: 3 clusters Score -1.211521e+07 nChanged 55868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -12147574.000000 Penalty: 3791.549805
	Iteration 1F: 3 clusters Score -1.214757e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -12148970.000000 Penalty: 3791.549805
	Iteration 2Q: 3 clusters Score -1.214897e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -12151072.000000 Penalty: 3791.549805
	Iteration 3Q: 3 clusters Score -1.215107e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -12154819.000000 Penalty: 3791.549805
	Iteration 4F: 3 clusters Score -1.215482e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -12160134.000000 Penalty: 3791.549805
	Iteration 5F: 3 clusters Score -1.216013e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -12166988.000000 Penalty: 3791.549805
	Iteration 6F: 3 clusters Score -1.216699e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -12174070.000000 Penalty: 3791.549805
	Iteration 7F: 3 clusters Score -1.217407e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -12180413.000000 Penalty: 3791.549805
	Iteration 8F: 3 clusters Score -1.218041e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -12185256.000000 Penalty: 3791.549805
	Iteration 9Q: 3 clusters Score -1.218526e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -12188334.000000 Penalty: 3791.549805
	Iteration 10Q: 3 clusters Score -1.218833e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12189864.000000 Penalty: 3791.549805
	Iteration 11Q: 3 clusters Score -1.218986e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12190516.000000 Penalty: 3791.549805
	Iteration 12Q: 3 clusters Score -1.219052e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12190712.000000 Penalty: 3791.549805
	Iteration 13Q: 3 clusters Score -1.219071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12190823.000000 Penalty: 3791.549805
	Iteration 14Q: 3 clusters Score -1.219082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12190889.000000 Penalty: 3791.549805
	Iteration 15Q: 3 clusters Score -1.219089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12190920.000000 Penalty: 3791.549805
	Iteration 16Q: 3 clusters Score -1.219092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12190926.000000 Penalty: 3791.549805
	Iteration 17Q: 3 clusters Score -1.219093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116361 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12190930.000000 Penalty: 3791.549805
	Iteration 18Q: 3 clusters Score -1.219093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116364 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12190946.000000 Penalty: 3791.549805
	Iteration 19Q: 3 clusters Score -1.219095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12190961.000000 Penalty: 3791.549805
	Iteration 20F: 3 clusters Score -1.219096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12190970.000000 Penalty: 3791.549805
	Iteration 21Q: 3 clusters Score -1.219097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12190984.000000 Penalty: 3791.549805
	Iteration 22Q: 3 clusters Score -1.219098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12190990.000000 Penalty: 3791.549805
	Iteration 23Q: 3 clusters Score -1.219099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12190988.000000 Penalty: 3791.549805
	Iteration 24Q: 3 clusters Score -1.219099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12190987.000000 Penalty: 3791.549805
	Iteration 25Q: 3 clusters Score -1.219099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12190987.000000 Penalty: 3791.549805
	Iteration 26Q: 3 clusters Score -1.219099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12190987.000000 Penalty: 3791.549805
	Iteration 27F: 3 clusters Score -1.219099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Entering Unmasked Estep 
Score: -702789.562500 Penalty: 1435.981689
	Iteration 0F: 2 clusters Score -702789.6 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 3435 members 
Entering Unmasked Estep 
Score: -697620.125000 Penalty: 2871.963379
	Iteration 0F: 3 clusters Score -697620.1 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -699264.562500 Penalty: 2871.963379
	Iteration 1F: 3 clusters Score -699264.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -699591.312500 Penalty: 2871.963379
	Iteration 2F: 3 clusters Score -699591.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -699915.375000 Penalty: 2871.963379
	Iteration 3F: 3 clusters Score -699915.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -700227.375000 Penalty: 2871.963379
	Iteration 4F: 3 clusters Score -700227.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -700539.000000 Penalty: 2871.963379
	Iteration 5F: 3 clusters Score -700539 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -700814.625000 Penalty: 2871.963379
	Iteration 6F: 3 clusters Score -700814.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -701066.312500 Penalty: 2871.963379
	Iteration 7Q: 3 clusters Score -701066.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -701234.000000 Penalty: 2871.963379
	Iteration 8Q: 3 clusters Score -701234 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -701348.312500 Penalty: 2871.963379
	Iteration 9Q: 3 clusters Score -701348.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -701418.187500 Penalty: 2871.963379
	Iteration 10Q: 3 clusters Score -701418.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -701447.625000 Penalty: 2871.963379
	Iteration 11Q: 3 clusters Score -701447.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -701467.750000 Penalty: 2871.963379
	Iteration 12Q: 3 clusters Score -701467.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -701486.000000 Penalty: 2871.963379
	Iteration 13Q: 3 clusters Score -701486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -701512.250000 Penalty: 2871.963379
	Iteration 14Q: 3 clusters Score -701512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -701541.500000 Penalty: 2871.963379
	Iteration 15Q: 3 clusters Score -701541.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -701594.187500 Penalty: 2871.963379
	Iteration 16Q: 3 clusters Score -701594.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -701691.062500 Penalty: 2871.963379
	Iteration 17Q: 3 clusters Score -701691.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -701837.625000 Penalty: 2871.963379
	Iteration 18Q: 3 clusters Score -701837.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -701910.812500 Penalty: 2871.963379
	Iteration 19Q: 3 clusters Score -701910.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -701952.312500 Penalty: 2871.963379
	Iteration 20F: 3 clusters Score -701952.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -701976.000000 Penalty: 2871.963379
	Iteration 21Q: 3 clusters Score -701976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -701988.187500 Penalty: 2871.963379
	Iteration 22Q: 3 clusters Score -701988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -701992.812500 Penalty: 2871.963379
	Iteration 23Q: 3 clusters Score -701992.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -701995.812500 Penalty: 2871.963379
	Iteration 24Q: 3 clusters Score -701995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -701996.625000 Penalty: 2871.963379
	Iteration 25Q: 3 clusters Score -701996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -701998.187500 Penalty: 2871.963379
	Iteration 26Q: 3 clusters Score -701998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -701997.625000 Penalty: 2871.963379
	Iteration 27Q: 3 clusters Score -701997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -701997.625000 Penalty: 2871.963379
	Iteration 28F: 3 clusters Score -701997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Entering Unmasked Estep 
Score: -3982594.750000 Penalty: 1715.031494
	Iteration 0F: 2 clusters Score -3982595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3956777.250000 Penalty: 3430.062988
	Iteration 0F: 3 clusters Score -3956777 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3966996.500000 Penalty: 3430.062988
	Iteration 1F: 3 clusters Score -3966996 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3967620.750000 Penalty: 3430.062988
	Iteration 2Q: 3 clusters Score -3967621 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3968468.750000 Penalty: 3430.062988
	Iteration 3Q: 3 clusters Score -3968469 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3969650.500000 Penalty: 3430.062988
	Iteration 4F: 3 clusters Score -3969650 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3971424.750000 Penalty: 3430.062988
	Iteration 5F: 3 clusters Score -3971425 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3973589.000000 Penalty: 3430.062988
	Iteration 6F: 3 clusters Score -3973589 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3975744.000000 Penalty: 3430.062988
	Iteration 7F: 3 clusters Score -3975744 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3977581.000000 Penalty: 3430.062988
	Iteration 8F: 3 clusters Score -3977581 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3978866.000000 Penalty: 3430.062988
	Iteration 9Q: 3 clusters Score -3978866 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3979712.000000 Penalty: 3430.062988
	Iteration 10Q: 3 clusters Score -3979712 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3980246.250000 Penalty: 3430.062988
	Iteration 11Q: 3 clusters Score -3980246 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3980573.750000 Penalty: 3430.062988
	Iteration 12Q: 3 clusters Score -3980574 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3980776.000000 Penalty: 3430.062988
	Iteration 13Q: 3 clusters Score -3980776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3980916.000000 Penalty: 3430.062988
	Iteration 14Q: 3 clusters Score -3980916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3980995.750000 Penalty: 3430.062988
	Iteration 15Q: 3 clusters Score -3980996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3981044.750000 Penalty: 3430.062988
	Iteration 16Q: 3 clusters Score -3981045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3981077.250000 Penalty: 3430.062988
	Iteration 17Q: 3 clusters Score -3981077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3981095.250000 Penalty: 3430.062988
	Iteration 18Q: 3 clusters Score -3981095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3981111.000000 Penalty: 3430.062988
	Iteration 19Q: 3 clusters Score -3981111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3981122.500000 Penalty: 3430.062988
	Iteration 20F: 3 clusters Score -3981122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3981133.500000 Penalty: 3430.062988
	Iteration 21Q: 3 clusters Score -3981134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3981135.750000 Penalty: 3430.062988
	Iteration 22Q: 3 clusters Score -3981136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3981139.250000 Penalty: 3430.062988
	Iteration 23Q: 3 clusters Score -3981139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3981142.000000 Penalty: 3430.062988
	Iteration 24Q: 3 clusters Score -3981142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3981152.250000 Penalty: 3430.062988
	Iteration 25Q: 3 clusters Score -3981152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3981150.000000 Penalty: 3430.062988
	Iteration 26Q: 3 clusters Score -3981150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3981146.000000 Penalty: 3430.062988
	Iteration 27Q: 3 clusters Score -3981146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3981145.750000 Penalty: 3430.062988
	Iteration 28Q: 3 clusters Score -3981146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3981145.750000 Penalty: 3430.062988
	Iteration 29F: 3 clusters Score -3981146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Entering Unmasked Estep 
Score: -3785415.250000 Penalty: 1710.648926
	Iteration 0F: 2 clusters Score -3785415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3760348.750000 Penalty: 3421.297852
	Iteration 0F: 3 clusters Score -3760349 nChanged 17401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3770532.250000 Penalty: 3421.297852
	Iteration 1F: 3 clusters Score -3770532 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3771653.000000 Penalty: 3421.297852
	Iteration 2F: 3 clusters Score -3771653 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3773182.250000 Penalty: 3421.297852
	Iteration 3F: 3 clusters Score -3773182 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3775063.750000 Penalty: 3421.297852
	Iteration 4F: 3 clusters Score -3775064 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3777137.000000 Penalty: 3421.297852
	Iteration 5F: 3 clusters Score -3777137 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3779080.250000 Penalty: 3421.297852
	Iteration 6F: 3 clusters Score -3779080 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3780582.250000 Penalty: 3421.297852
	Iteration 7F: 3 clusters Score -3780582 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3781487.250000 Penalty: 3421.297852
	Iteration 8Q: 3 clusters Score -3781487 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3781913.000000 Penalty: 3421.297852
	Iteration 9Q: 3 clusters Score -3781913 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3782148.000000 Penalty: 3421.297852
	Iteration 10Q: 3 clusters Score -3782148 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3782336.000000 Penalty: 3421.297852
	Iteration 11Q: 3 clusters Score -3782336 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3782522.500000 Penalty: 3421.297852
	Iteration 12Q: 3 clusters Score -3782522 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3782698.250000 Penalty: 3421.297852
	Iteration 13Q: 3 clusters Score -3782698 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3782841.750000 Penalty: 3421.297852
	Iteration 14Q: 3 clusters Score -3782842 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3782990.000000 Penalty: 3421.297852
	Iteration 15Q: 3 clusters Score -3782990 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3783102.750000 Penalty: 3421.297852
	Iteration 16Q: 3 clusters Score -3783103 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3783170.500000 Penalty: 3421.297852
	Iteration 17Q: 3 clusters Score -3783170 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3783252.000000 Penalty: 3421.297852
	Iteration 18Q: 3 clusters Score -3783252 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3783336.750000 Penalty: 3421.297852
	Iteration 19Q: 3 clusters Score -3783337 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3783398.750000 Penalty: 3421.297852
	Iteration 20F: 3 clusters Score -3783399 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3783483.750000 Penalty: 3421.297852
	Iteration 21Q: 3 clusters Score -3783484 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3783575.500000 Penalty: 3421.297852
	Iteration 22Q: 3 clusters Score -3783576 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3783633.500000 Penalty: 3421.297852
	Iteration 23Q: 3 clusters Score -3783634 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3783696.000000 Penalty: 3421.297852
	Iteration 24Q: 3 clusters Score -3783696 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3783758.750000 Penalty: 3421.297852
	Iteration 25Q: 3 clusters Score -3783759 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3783830.250000 Penalty: 3421.297852
	Iteration 26Q: 3 clusters Score -3783830 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3783892.750000 Penalty: 3421.297852
	Iteration 27Q: 3 clusters Score -3783893 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3783936.250000 Penalty: 3421.297852
	Iteration 28Q: 3 clusters Score -3783936 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3783980.250000 Penalty: 3421.297852
	Iteration 29Q: 3 clusters Score -3783980 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3784036.500000 Penalty: 3421.297852
	Iteration 30Q: 3 clusters Score -3784036 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3784068.250000 Penalty: 3421.297852
	Iteration 31Q: 3 clusters Score -3784068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3784100.750000 Penalty: 3421.297852
	Iteration 32Q: 3 clusters Score -3784101 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3784125.500000 Penalty: 3421.297852
	Iteration 33Q: 3 clusters Score -3784126 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3784147.750000 Penalty: 3421.297852
	Iteration 34Q: 3 clusters Score -3784148 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3784179.750000 Penalty: 3421.297852
	Iteration 35Q: 3 clusters Score -3784180 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3784207.000000 Penalty: 3421.297852
	Iteration 36Q: 3 clusters Score -3784207 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3784239.250000 Penalty: 3421.297852
	Iteration 37Q: 3 clusters Score -3784239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3784255.500000 Penalty: 3421.297852
	Iteration 38Q: 3 clusters Score -3784256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3784262.000000 Penalty: 3421.297852
	Iteration 39Q: 3 clusters Score -3784262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3784282.750000 Penalty: 3421.297852
	Iteration 40F: 3 clusters Score -3784283 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3784300.500000 Penalty: 3421.297852
	Iteration 41Q: 3 clusters Score -3784300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3784322.000000 Penalty: 3421.297852
	Iteration 42Q: 3 clusters Score -3784322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3784345.750000 Penalty: 3421.297852
	Iteration 43Q: 3 clusters Score -3784346 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3784351.750000 Penalty: 3421.297852
	Iteration 44Q: 3 clusters Score -3784352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3784362.000000 Penalty: 3421.297852
	Iteration 45Q: 3 clusters Score -3784362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3784373.500000 Penalty: 3421.297852
	Iteration 46Q: 3 clusters Score -3784374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3784371.750000 Penalty: 3421.297852
	Iteration 47Q: 3 clusters Score -3784372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3784384.250000 Penalty: 3421.297852
	Iteration 48Q: 3 clusters Score -3784384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3784399.000000 Penalty: 3421.297852
	Iteration 49Q: 3 clusters Score -3784399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3784402.000000 Penalty: 3421.297852
	Iteration 50Q: 3 clusters Score -3784402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3784412.000000 Penalty: 3421.297852
	Iteration 51Q: 3 clusters Score -3784412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3784410.750000 Penalty: 3421.297852
	Iteration 52Q: 3 clusters Score -3784411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3784407.500000 Penalty: 3421.297852
	Iteration 53Q: 3 clusters Score -3784408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -3784406.000000 Penalty: 3421.297852
	Iteration 54Q: 3 clusters Score -3784406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3784410.250000 Penalty: 3421.297852
	Iteration 55Q: 3 clusters Score -3784410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3784411.250000 Penalty: 3421.297852
	Iteration 56Q: 3 clusters Score -3784411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3784414.750000 Penalty: 3421.297852
	Iteration 57Q: 3 clusters Score -3784415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3784412.750000 Penalty: 3421.297852
	Iteration 58Q: 3 clusters Score -3784413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3784427.000000 Penalty: 3421.297852
	Iteration 59Q: 3 clusters Score -3784427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3784426.500000 Penalty: 3421.297852
	Iteration 60F: 3 clusters Score -3784426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3784420.000000 Penalty: 3421.297852
	Iteration 61Q: 3 clusters Score -3784420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3784434.000000 Penalty: 3421.297852
	Iteration 62Q: 3 clusters Score -3784434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3784429.750000 Penalty: 3421.297852
	Iteration 63Q: 3 clusters Score -3784430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3784438.750000 Penalty: 3421.297852
	Iteration 64Q: 3 clusters Score -3784439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3784436.750000 Penalty: 3421.297852
	Iteration 65Q: 3 clusters Score -3784437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3784431.000000 Penalty: 3421.297852
	Iteration 66Q: 3 clusters Score -3784431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3784447.250000 Penalty: 3421.297852
	Iteration 67Q: 3 clusters Score -3784447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3784452.500000 Penalty: 3421.297852
	Iteration 68Q: 3 clusters Score -3784452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3784454.500000 Penalty: 3421.297852
	Iteration 69Q: 3 clusters Score -3784454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3784459.250000 Penalty: 3421.297852
	Iteration 70Q: 3 clusters Score -3784459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3784456.750000 Penalty: 3421.297852
	Iteration 71Q: 3 clusters Score -3784457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3784458.250000 Penalty: 3421.297852
	Iteration 72Q: 3 clusters Score -3784458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3784460.500000 Penalty: 3421.297852
	Iteration 73Q: 3 clusters Score -3784460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3784459.250000 Penalty: 3421.297852
	Iteration 74Q: 3 clusters Score -3784459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3784456.250000 Penalty: 3421.297852
	Iteration 75Q: 3 clusters Score -3784456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3784456.750000 Penalty: 3421.297852
	Iteration 76Q: 3 clusters Score -3784457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3784463.250000 Penalty: 3421.297852
	Iteration 77Q: 3 clusters Score -3784463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3784469.750000 Penalty: 3421.297852
	Iteration 78Q: 3 clusters Score -3784470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3784478.250000 Penalty: 3421.297852
	Iteration 79Q: 3 clusters Score -3784478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3784478.250000 Penalty: 3421.297852
	Iteration 80F: 3 clusters Score -3784478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3784480.750000 Penalty: 3421.297852
	Iteration 81Q: 3 clusters Score -3784481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3784485.250000 Penalty: 3421.297852
	Iteration 82Q: 3 clusters Score -3784485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3784490.750000 Penalty: 3421.297852
	Iteration 83Q: 3 clusters Score -3784491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3784492.000000 Penalty: 3421.297852
	Iteration 84Q: 3 clusters Score -3784492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3784502.000000 Penalty: 3421.297852
	Iteration 85Q: 3 clusters Score -3784502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3784504.000000 Penalty: 3421.297852
	Iteration 86Q: 3 clusters Score -3784504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3784503.500000 Penalty: 3421.297852
	Iteration 87Q: 3 clusters Score -3784504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -3784507.250000 Penalty: 3421.297852
	Iteration 88Q: 3 clusters Score -3784507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3784507.750000 Penalty: 3421.297852
	Iteration 89Q: 3 clusters Score -3784508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -3784511.250000 Penalty: 3421.297852
	Iteration 90Q: 3 clusters Score -3784511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3784516.750000 Penalty: 3421.297852
	Iteration 91Q: 3 clusters Score -3784517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3784520.500000 Penalty: 3421.297852
	Iteration 92Q: 3 clusters Score -3784520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3784523.000000 Penalty: 3421.297852
	Iteration 93Q: 3 clusters Score -3784523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3784513.500000 Penalty: 3421.297852
	Iteration 94Q: 3 clusters Score -3784514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3784525.750000 Penalty: 3421.297852
	Iteration 95Q: 3 clusters Score -3784526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3784530.500000 Penalty: 3421.297852
	Iteration 96Q: 3 clusters Score -3784530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3784528.500000 Penalty: 3421.297852
	Iteration 97Q: 3 clusters Score -3784528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -3784537.500000 Penalty: 3421.297852
	Iteration 98Q: 3 clusters Score -3784538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3784541.500000 Penalty: 3421.297852
	Iteration 99Q: 3 clusters Score -3784542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3784537.250000 Penalty: 3421.297852
	Iteration 100F: 3 clusters Score -3784537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3784533.750000 Penalty: 3421.297852
	Iteration 101Q: 3 clusters Score -3784534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3784531.750000 Penalty: 3421.297852
	Iteration 102Q: 3 clusters Score -3784532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3784532.250000 Penalty: 3421.297852
	Iteration 103Q: 3 clusters Score -3784532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3784530.250000 Penalty: 3421.297852
	Iteration 104Q: 3 clusters Score -3784530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3784531.000000 Penalty: 3421.297852
	Iteration 105Q: 3 clusters Score -3784531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3784535.250000 Penalty: 3421.297852
	Iteration 106Q: 3 clusters Score -3784535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3784537.750000 Penalty: 3421.297852
	Iteration 107Q: 3 clusters Score -3784538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3784539.750000 Penalty: 3421.297852
	Iteration 108Q: 3 clusters Score -3784540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3784540.750000 Penalty: 3421.297852
	Iteration 109Q: 3 clusters Score -3784541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3784544.750000 Penalty: 3421.297852
	Iteration 110Q: 3 clusters Score -3784545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3784547.250000 Penalty: 3421.297852
	Iteration 111Q: 3 clusters Score -3784547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3784550.250000 Penalty: 3421.297852
	Iteration 112Q: 3 clusters Score -3784550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3784549.750000 Penalty: 3421.297852
	Iteration 113Q: 3 clusters Score -3784550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3784548.750000 Penalty: 3421.297852
	Iteration 114Q: 3 clusters Score -3784549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3784546.250000 Penalty: 3421.297852
	Iteration 115Q: 3 clusters Score -3784546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3784539.250000 Penalty: 3421.297852
	Iteration 116Q: 3 clusters Score -3784539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3784541.000000 Penalty: 3421.297852
	Iteration 117Q: 3 clusters Score -3784541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3784546.750000 Penalty: 3421.297852
	Iteration 118Q: 3 clusters Score -3784547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3784545.500000 Penalty: 3421.297852
	Iteration 119Q: 3 clusters Score -3784546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3784540.250000 Penalty: 3421.297852
	Iteration 120F: 3 clusters Score -3784540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3784538.000000 Penalty: 3421.297852
	Iteration 121Q: 3 clusters Score -3784538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3784543.000000 Penalty: 3421.297852
	Iteration 122Q: 3 clusters Score -3784543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3784541.500000 Penalty: 3421.297852
	Iteration 123Q: 3 clusters Score -3784542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3784534.250000 Penalty: 3421.297852
	Iteration 124Q: 3 clusters Score -3784534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -3784533.250000 Penalty: 3421.297852
	Iteration 125Q: 3 clusters Score -3784533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3784536.750000 Penalty: 3421.297852
	Iteration 126Q: 3 clusters Score -3784537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3784540.750000 Penalty: 3421.297852
	Iteration 127Q: 3 clusters Score -3784541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3784538.250000 Penalty: 3421.297852
	Iteration 128Q: 3 clusters Score -3784538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3784545.000000 Penalty: 3421.297852
	Iteration 129Q: 3 clusters Score -3784545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3784546.000000 Penalty: 3421.297852
	Iteration 130Q: 3 clusters Score -3784546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -3784544.000000 Penalty: 3421.297852
	Iteration 131Q: 3 clusters Score -3784544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3784539.500000 Penalty: 3421.297852
	Iteration 132Q: 3 clusters Score -3784540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3784542.500000 Penalty: 3421.297852
	Iteration 133Q: 3 clusters Score -3784542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3784540.750000 Penalty: 3421.297852
	Iteration 134Q: 3 clusters Score -3784541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3784536.750000 Penalty: 3421.297852
	Iteration 135Q: 3 clusters Score -3784537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3784538.750000 Penalty: 3421.297852
	Iteration 136Q: 3 clusters Score -3784539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3784542.000000 Penalty: 3421.297852
	Iteration 137Q: 3 clusters Score -3784542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3784549.750000 Penalty: 3421.297852
	Iteration 138Q: 3 clusters Score -3784550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3784546.500000 Penalty: 3421.297852
	Iteration 139Q: 3 clusters Score -3784546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3784547.000000 Penalty: 3421.297852
	Iteration 140F: 3 clusters Score -3784547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -3784544.750000 Penalty: 3421.297852
	Iteration 141Q: 3 clusters Score -3784545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -3784549.750000 Penalty: 3421.297852
	Iteration 142Q: 3 clusters Score -3784550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3784547.250000 Penalty: 3421.297852
	Iteration 143Q: 3 clusters Score -3784547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3784545.250000 Penalty: 3421.297852
	Iteration 144Q: 3 clusters Score -3784545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -3784542.000000 Penalty: 3421.297852
	Iteration 145Q: 3 clusters Score -3784542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3784541.000000 Penalty: 3421.297852
	Iteration 146Q: 3 clusters Score -3784541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -3784543.750000 Penalty: 3421.297852
	Iteration 147Q: 3 clusters Score -3784544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -3784550.500000 Penalty: 3421.297852
	Iteration 148Q: 3 clusters Score -3784550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3784555.500000 Penalty: 3421.297852
	Iteration 149Q: 3 clusters Score -3784556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3784553.500000 Penalty: 3421.297852
	Iteration 150Q: 3 clusters Score -3784554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3784554.000000 Penalty: 3421.297852
	Iteration 151Q: 3 clusters Score -3784554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3784560.500000 Penalty: 3421.297852
	Iteration 152Q: 3 clusters Score -3784560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -3784556.000000 Penalty: 3421.297852
	Iteration 153Q: 3 clusters Score -3784556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -3784555.000000 Penalty: 3421.297852
	Iteration 154Q: 3 clusters Score -3784555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3784553.750000 Penalty: 3421.297852
	Iteration 155Q: 3 clusters Score -3784554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3784551.250000 Penalty: 3421.297852
	Iteration 156Q: 3 clusters Score -3784551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3784554.000000 Penalty: 3421.297852
	Iteration 157Q: 3 clusters Score -3784554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3784554.500000 Penalty: 3421.297852
	Iteration 158Q: 3 clusters Score -3784554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -3784560.500000 Penalty: 3421.297852
	Iteration 159Q: 3 clusters Score -3784560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -3784559.250000 Penalty: 3421.297852
	Iteration 160F: 3 clusters Score -3784559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3784556.000000 Penalty: 3421.297852
	Iteration 161Q: 3 clusters Score -3784556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3784559.000000 Penalty: 3421.297852
	Iteration 162Q: 3 clusters Score -3784559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3784559.500000 Penalty: 3421.297852
	Iteration 163Q: 3 clusters Score -3784560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3784553.000000 Penalty: 3421.297852
	Iteration 164Q: 3 clusters Score -3784553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3784551.250000 Penalty: 3421.297852
	Iteration 165Q: 3 clusters Score -3784551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3784552.250000 Penalty: 3421.297852
	Iteration 166Q: 3 clusters Score -3784552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -3784559.250000 Penalty: 3421.297852
	Iteration 167Q: 3 clusters Score -3784559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3784563.250000 Penalty: 3421.297852
	Iteration 168Q: 3 clusters Score -3784563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3784560.000000 Penalty: 3421.297852
	Iteration 169Q: 3 clusters Score -3784560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3784559.500000 Penalty: 3421.297852
	Iteration 170Q: 3 clusters Score -3784560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3784563.000000 Penalty: 3421.297852
	Iteration 171Q: 3 clusters Score -3784563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3784562.250000 Penalty: 3421.297852
	Iteration 172Q: 3 clusters Score -3784562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3784566.250000 Penalty: 3421.297852
	Iteration 173Q: 3 clusters Score -3784566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3784570.750000 Penalty: 3421.297852
	Iteration 174Q: 3 clusters Score -3784571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -3784572.750000 Penalty: 3421.297852
	Iteration 175Q: 3 clusters Score -3784573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3784569.750000 Penalty: 3421.297852
	Iteration 176Q: 3 clusters Score -3784570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -3784575.750000 Penalty: 3421.297852
	Iteration 177Q: 3 clusters Score -3784576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -3784575.250000 Penalty: 3421.297852
	Iteration 178Q: 3 clusters Score -3784575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3784573.000000 Penalty: 3421.297852
	Iteration 179Q: 3 clusters Score -3784573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -3784574.250000 Penalty: 3421.297852
	Iteration 180F: 3 clusters Score -3784574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -3784575.500000 Penalty: 3421.297852
	Iteration 181Q: 3 clusters Score -3784576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3784575.500000 Penalty: 3421.297852
	Iteration 182Q: 3 clusters Score -3784576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3784574.250000 Penalty: 3421.297852
	Iteration 183Q: 3 clusters Score -3784574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3784576.500000 Penalty: 3421.297852
	Iteration 184Q: 3 clusters Score -3784576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3784571.000000 Penalty: 3421.297852
	Iteration 185Q: 3 clusters Score -3784571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3784573.000000 Penalty: 3421.297852
	Iteration 186Q: 3 clusters Score -3784573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3784579.250000 Penalty: 3421.297852
	Iteration 187Q: 3 clusters Score -3784579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -3784573.500000 Penalty: 3421.297852
	Iteration 188Q: 3 clusters Score -3784574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -3784570.250000 Penalty: 3421.297852
	Iteration 189Q: 3 clusters Score -3784570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3784569.250000 Penalty: 3421.297852
	Iteration 190Q: 3 clusters Score -3784569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3784569.750000 Penalty: 3421.297852
	Iteration 191Q: 3 clusters Score -3784570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3784569.500000 Penalty: 3421.297852
	Iteration 192Q: 3 clusters Score -3784570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3784570.750000 Penalty: 3421.297852
	Iteration 193Q: 3 clusters Score -3784571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3784570.750000 Penalty: 3421.297852
	Iteration 194F: 3 clusters Score -3784571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -432232.437500 Penalty: 1361.973145
	Iteration 0F: 2 clusters Score -432232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -428713.156250 Penalty: 2723.946289
	Iteration 0F: 3 clusters Score -428713.2 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -429802.281250 Penalty: 2723.946289
	Iteration 1F: 3 clusters Score -429802.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -430129.562500 Penalty: 2723.946289
	Iteration 2F: 3 clusters Score -430129.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -430476.812500 Penalty: 2723.946289
	Iteration 3F: 3 clusters Score -430476.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -430770.093750 Penalty: 2723.946289
	Iteration 4F: 3 clusters Score -430770.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -431037.437500 Penalty: 2723.946289
	Iteration 5F: 3 clusters Score -431037.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -431228.093750 Penalty: 2723.946289
	Iteration 6Q: 3 clusters Score -431228.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -431362.625000 Penalty: 2723.946289
	Iteration 7Q: 3 clusters Score -431362.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -431471.906250 Penalty: 2723.946289
	Iteration 8Q: 3 clusters Score -431471.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -431572.218750 Penalty: 2723.946289
	Iteration 9Q: 3 clusters Score -431572.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -431644.500000 Penalty: 2723.946289
	Iteration 10Q: 3 clusters Score -431644.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -431694.062500 Penalty: 2723.946289
	Iteration 11Q: 3 clusters Score -431694.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -431724.875000 Penalty: 2723.946289
	Iteration 12Q: 3 clusters Score -431724.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -431735.812500 Penalty: 2723.946289
	Iteration 13Q: 3 clusters Score -431735.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -431743.406250 Penalty: 2723.946289
	Iteration 14Q: 3 clusters Score -431743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -431745.718750 Penalty: 2723.946289
	Iteration 15Q: 3 clusters Score -431745.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -431750.062500 Penalty: 2723.946289
	Iteration 16Q: 3 clusters Score -431750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -431753.718750 Penalty: 2723.946289
	Iteration 17Q: 3 clusters Score -431753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -431754.593750 Penalty: 2723.946289
	Iteration 18Q: 3 clusters Score -431754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -431755.593750 Penalty: 2723.946289
	Iteration 19Q: 3 clusters Score -431755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -431755.593750 Penalty: 2723.946289
	Iteration 20F: 3 clusters Score -431755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Entering Unmasked Estep 
Score: -10227981.000000 Penalty: 1866.961182
	Iteration 0F: 2 clusters Score -1.022798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -10163107.000000 Penalty: 3733.922363
	Iteration 0F: 3 clusters Score -1.016311e+07 nChanged 46685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -10189662.000000 Penalty: 3733.922363
	Iteration 1F: 3 clusters Score -1.018966e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -10190251.000000 Penalty: 3733.922363
	Iteration 2Q: 3 clusters Score -1.019025e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -10190920.000000 Penalty: 3733.922363
	Iteration 3Q: 3 clusters Score -1.019092e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -10191627.000000 Penalty: 3733.922363
	Iteration 4Q: 3 clusters Score -1.019163e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -10192701.000000 Penalty: 3733.922363
	Iteration 5Q: 3 clusters Score -1.01927e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -10194260.000000 Penalty: 3733.922363
	Iteration 6Q: 3 clusters Score -1.019426e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -10196874.000000 Penalty: 3733.922363
	Iteration 7F: 3 clusters Score -1.019687e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -10201010.000000 Penalty: 3733.922363
	Iteration 8F: 3 clusters Score -1.020101e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -10207234.000000 Penalty: 3733.922363
	Iteration 9F: 3 clusters Score -1.020723e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -10214477.000000 Penalty: 3733.922363
	Iteration 10F: 3 clusters Score -1.021448e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -10220634.000000 Penalty: 3733.922363
	Iteration 11F: 3 clusters Score -1.022063e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 95010 members 
Entering Unmasked Estep 
Score: -10224129.000000 Penalty: 3733.922363
	Iteration 12Q: 3 clusters Score -1.022413e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -10225623.000000 Penalty: 3733.922363
	Iteration 13Q: 3 clusters Score -1.022562e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -10226058.000000 Penalty: 3733.922363
	Iteration 14Q: 3 clusters Score -1.022606e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 97253 members 
Entering Unmasked Estep 
Score: -10226262.000000 Penalty: 3733.922363
	Iteration 15Q: 3 clusters Score -1.022626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -10226367.000000 Penalty: 3733.922363
	Iteration 16Q: 3 clusters Score -1.022637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -10226439.000000 Penalty: 3733.922363
	Iteration 17Q: 3 clusters Score -1.022644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -10226457.000000 Penalty: 3733.922363
	Iteration 18Q: 3 clusters Score -1.022646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -10226483.000000 Penalty: 3733.922363
	Iteration 19Q: 3 clusters Score -1.022648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -10226525.000000 Penalty: 3733.922363
	Iteration 20F: 3 clusters Score -1.022652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -10226541.000000 Penalty: 3733.922363
	Iteration 21Q: 3 clusters Score -1.022654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -10226549.000000 Penalty: 3733.922363
	Iteration 22Q: 3 clusters Score -1.022655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -10226565.000000 Penalty: 3733.922363
	Iteration 23Q: 3 clusters Score -1.022656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -10226587.000000 Penalty: 3733.922363
	Iteration 24Q: 3 clusters Score -1.022659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -10226587.000000 Penalty: 3733.922363
	Iteration 25Q: 3 clusters Score -1.022659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 97344 members 
Entering Unmasked Estep 
Score: -10226597.000000 Penalty: 3733.922363
	Iteration 26Q: 3 clusters Score -1.02266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -10226606.000000 Penalty: 3733.922363
	Iteration 27Q: 3 clusters Score -1.022661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -10226608.000000 Penalty: 3733.922363
	Iteration 28Q: 3 clusters Score -1.022661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -10226614.000000 Penalty: 3733.922363
	Iteration 29Q: 3 clusters Score -1.022661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -10226609.000000 Penalty: 3733.922363
	Iteration 30Q: 3 clusters Score -1.022661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -10226609.000000 Penalty: 3733.922363
	Iteration 31F: 3 clusters Score -1.022661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -297922.937500 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -297922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -295161.281250 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -295161.3 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -296006.500000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -296006.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -296301.843750 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -296301.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -296495.937500 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -296495.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -296648.312500 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -296648.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -296773.000000 Penalty: 2617.099854
	Iteration 5F: 3 clusters Score -296773 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -296859.687500 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -296859.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -296934.812500 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -296934.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -297002.500000 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -297002.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -297049.156250 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -297049.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -297085.468750 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -297085.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -297110.625000 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -297110.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -297126.000000 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -297126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -297135.218750 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -297135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -297139.718750 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -297139.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -297143.906250 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -297143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -297147.093750 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -297147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -297148.875000 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -297148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -297149.656250 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -297149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -297149.625000 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -297149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -297151.156250 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -297151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -297151.656250 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -297151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -297152.906250 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -297152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -297153.875000 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -297153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -297154.218750 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -297154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -297154.250000 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -297154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -297155.062500 Penalty: 2617.099854
	Iteration 26Q: 3 clusters Score -297155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -297155.000000 Penalty: 2617.099854
	Iteration 27Q: 3 clusters Score -297155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -297155.000000 Penalty: 2617.099854
	Iteration 28F: 3 clusters Score -297155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Entering Unmasked Estep 
Score: -2542409.000000 Penalty: 1655.438232
	Iteration 0F: 2 clusters Score -2542409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2524462.250000 Penalty: 3310.876465
	Iteration 0F: 3 clusters Score -2524462 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2531512.000000 Penalty: 3310.876465
	Iteration 1F: 3 clusters Score -2531512 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2532471.000000 Penalty: 3310.876465
	Iteration 2F: 3 clusters Score -2532471 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2533464.500000 Penalty: 3310.876465
	Iteration 3F: 3 clusters Score -2533464 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2534352.000000 Penalty: 3310.876465
	Iteration 4F: 3 clusters Score -2534352 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2535104.500000 Penalty: 3310.876465
	Iteration 5F: 3 clusters Score -2535104 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2535663.500000 Penalty: 3310.876465
	Iteration 6Q: 3 clusters Score -2535664 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2536077.250000 Penalty: 3310.876465
	Iteration 7Q: 3 clusters Score -2536077 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2536432.000000 Penalty: 3310.876465
	Iteration 8Q: 3 clusters Score -2536432 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2536705.000000 Penalty: 3310.876465
	Iteration 9Q: 3 clusters Score -2536705 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2536881.250000 Penalty: 3310.876465
	Iteration 10Q: 3 clusters Score -2536881 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2537021.250000 Penalty: 3310.876465
	Iteration 11Q: 3 clusters Score -2537021 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2537115.750000 Penalty: 3310.876465
	Iteration 12Q: 3 clusters Score -2537116 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2537201.000000 Penalty: 3310.876465
	Iteration 13Q: 3 clusters Score -2537201 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2537261.500000 Penalty: 3310.876465
	Iteration 14Q: 3 clusters Score -2537262 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2537330.000000 Penalty: 3310.876465
	Iteration 15Q: 3 clusters Score -2537330 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2537376.750000 Penalty: 3310.876465
	Iteration 16Q: 3 clusters Score -2537377 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2537418.000000 Penalty: 3310.876465
	Iteration 17Q: 3 clusters Score -2537418 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2537471.500000 Penalty: 3310.876465
	Iteration 18Q: 3 clusters Score -2537472 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2537524.750000 Penalty: 3310.876465
	Iteration 19Q: 3 clusters Score -2537525 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2537593.250000 Penalty: 3310.876465
	Iteration 20F: 3 clusters Score -2537593 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2537691.000000 Penalty: 3310.876465
	Iteration 21Q: 3 clusters Score -2537691 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2537794.500000 Penalty: 3310.876465
	Iteration 22Q: 3 clusters Score -2537794 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2537932.750000 Penalty: 3310.876465
	Iteration 23Q: 3 clusters Score -2537933 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2538110.750000 Penalty: 3310.876465
	Iteration 24Q: 3 clusters Score -2538111 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2538389.250000 Penalty: 3310.876465
	Iteration 25Q: 3 clusters Score -2538389 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2538656.500000 Penalty: 3310.876465
	Iteration 26Q: 3 clusters Score -2538656 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2538997.500000 Penalty: 3310.876465
	Iteration 27Q: 3 clusters Score -2538998 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2539379.000000 Penalty: 3310.876465
	Iteration 28Q: 3 clusters Score -2539379 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2539830.500000 Penalty: 3310.876465
	Iteration 29Q: 3 clusters Score -2539830 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2540224.000000 Penalty: 3310.876465
	Iteration 30Q: 3 clusters Score -2540224 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2540601.250000 Penalty: 3310.876465
	Iteration 31Q: 3 clusters Score -2540601 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2540896.750000 Penalty: 3310.876465
	Iteration 32Q: 3 clusters Score -2540897 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2541147.750000 Penalty: 3310.876465
	Iteration 33Q: 3 clusters Score -2541148 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2541329.500000 Penalty: 3310.876465
	Iteration 34Q: 3 clusters Score -2541330 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2541507.750000 Penalty: 3310.876465
	Iteration 35Q: 3 clusters Score -2541508 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2541622.500000 Penalty: 3310.876465
	Iteration 36Q: 3 clusters Score -2541622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2541695.750000 Penalty: 3310.876465
	Iteration 37Q: 3 clusters Score -2541696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2541745.250000 Penalty: 3310.876465
	Iteration 38Q: 3 clusters Score -2541745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2541808.250000 Penalty: 3310.876465
	Iteration 39Q: 3 clusters Score -2541808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2541856.500000 Penalty: 3310.876465
	Iteration 40F: 3 clusters Score -2541856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2541879.000000 Penalty: 3310.876465
	Iteration 41Q: 3 clusters Score -2541879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2541894.250000 Penalty: 3310.876465
	Iteration 42Q: 3 clusters Score -2541894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2541908.000000 Penalty: 3310.876465
	Iteration 43Q: 3 clusters Score -2541908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2541919.250000 Penalty: 3310.876465
	Iteration 44Q: 3 clusters Score -2541919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2541947.000000 Penalty: 3310.876465
	Iteration 45Q: 3 clusters Score -2541947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2541951.000000 Penalty: 3310.876465
	Iteration 46Q: 3 clusters Score -2541951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2541953.500000 Penalty: 3310.876465
	Iteration 47Q: 3 clusters Score -2541954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2541954.750000 Penalty: 3310.876465
	Iteration 48Q: 3 clusters Score -2541955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2541955.500000 Penalty: 3310.876465
	Iteration 49Q: 3 clusters Score -2541956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2541950.500000 Penalty: 3310.876465
	Iteration 50Q: 3 clusters Score -2541950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2541950.250000 Penalty: 3310.876465
	Iteration 51Q: 3 clusters Score -2541950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2541950.250000 Penalty: 3310.876465
	Iteration 52F: 3 clusters Score -2541950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -420702.093750 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -420702.1 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 2225 members 
Entering Unmasked Estep 
Score: -417108.406250 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -417108.4 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -418207.781250 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -418207.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -418545.062500 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -418545.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -418869.000000 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -418869 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -419207.562500 Penalty: 2724.095215
	Iteration 4F: 3 clusters Score -419207.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -419550.593750 Penalty: 2724.095215
	Iteration 5F: 3 clusters Score -419550.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -419849.531250 Penalty: 2724.095215
	Iteration 6F: 3 clusters Score -419849.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -420087.562500 Penalty: 2724.095215
	Iteration 7Q: 3 clusters Score -420087.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -420225.312500 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -420225.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -420312.156250 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -420312.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -420365.937500 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -420365.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -420401.656250 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -420401.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -420420.875000 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -420420.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -420434.312500 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -420434.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -420442.406250 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -420442.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -420448.125000 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -420448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -420449.875000 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -420449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -420452.406250 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -420452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -420455.937500 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -420455.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -420461.000000 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -420461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -420466.156250 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -420466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -420469.000000 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -420469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -420472.656250 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -420472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -420476.343750 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -420476.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -420478.125000 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -420478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -420480.500000 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -420480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -420481.656250 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -420481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -420485.187500 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -420485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -420489.531250 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -420489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -420491.968750 Penalty: 2724.095215
	Iteration 29Q: 3 clusters Score -420492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -420495.250000 Penalty: 2724.095215
	Iteration 30Q: 3 clusters Score -420495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -420497.125000 Penalty: 2724.095215
	Iteration 31Q: 3 clusters Score -420497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -420497.781250 Penalty: 2724.095215
	Iteration 32Q: 3 clusters Score -420497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -420500.500000 Penalty: 2724.095215
	Iteration 33Q: 3 clusters Score -420500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -420501.843750 Penalty: 2724.095215
	Iteration 34Q: 3 clusters Score -420501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -420504.000000 Penalty: 2724.095215
	Iteration 35Q: 3 clusters Score -420504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -420503.718750 Penalty: 2724.095215
	Iteration 36Q: 3 clusters Score -420503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -420503.718750 Penalty: 2724.095215
	Iteration 37F: 3 clusters Score -420503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -472591.281250 Penalty: 1382.476318
	Iteration 0F: 2 clusters Score -472591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -468716.437500 Penalty: 2764.952637
	Iteration 0F: 3 clusters Score -468716.4 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -470318.187500 Penalty: 2764.952637
	Iteration 1F: 3 clusters Score -470318.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -470980.906250 Penalty: 2764.952637
	Iteration 2F: 3 clusters Score -470980.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -471457.406250 Penalty: 2764.952637
	Iteration 3F: 3 clusters Score -471457.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -471747.250000 Penalty: 2764.952637
	Iteration 4F: 3 clusters Score -471747.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -471897.718750 Penalty: 2764.952637
	Iteration 5Q: 3 clusters Score -471897.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -471973.812500 Penalty: 2764.952637
	Iteration 6Q: 3 clusters Score -471973.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -472013.718750 Penalty: 2764.952637
	Iteration 7Q: 3 clusters Score -472013.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -472038.593750 Penalty: 2764.952637
	Iteration 8Q: 3 clusters Score -472038.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -472055.343750 Penalty: 2764.952637
	Iteration 9Q: 3 clusters Score -472055.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -472070.812500 Penalty: 2764.952637
	Iteration 10Q: 3 clusters Score -472070.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -472082.812500 Penalty: 2764.952637
	Iteration 11Q: 3 clusters Score -472082.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -472095.000000 Penalty: 2764.952637
	Iteration 12Q: 3 clusters Score -472095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -472111.343750 Penalty: 2764.952637
	Iteration 13Q: 3 clusters Score -472111.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -472134.875000 Penalty: 2764.952637
	Iteration 14Q: 3 clusters Score -472134.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -472156.687500 Penalty: 2764.952637
	Iteration 15Q: 3 clusters Score -472156.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -472180.281250 Penalty: 2764.952637
	Iteration 16Q: 3 clusters Score -472180.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -472196.812500 Penalty: 2764.952637
	Iteration 17Q: 3 clusters Score -472196.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -472209.531250 Penalty: 2764.952637
	Iteration 18Q: 3 clusters Score -472209.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -472222.656250 Penalty: 2764.952637
	Iteration 19Q: 3 clusters Score -472222.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -472228.531250 Penalty: 2764.952637
	Iteration 20F: 3 clusters Score -472228.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -472236.156250 Penalty: 2764.952637
	Iteration 21Q: 3 clusters Score -472236.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -472240.531250 Penalty: 2764.952637
	Iteration 22Q: 3 clusters Score -472240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -472244.687500 Penalty: 2764.952637
	Iteration 23Q: 3 clusters Score -472244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -472245.531250 Penalty: 2764.952637
	Iteration 24Q: 3 clusters Score -472245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -472246.937500 Penalty: 2764.952637
	Iteration 25Q: 3 clusters Score -472246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -472247.375000 Penalty: 2764.952637
	Iteration 26Q: 3 clusters Score -472247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -472247.375000 Penalty: 2764.952637
	Iteration 27F: 3 clusters Score -472247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -574271.687500 Penalty: 1407.093872
	Iteration 0F: 2 clusters Score -574271.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -569792.687500 Penalty: 2814.187744
	Iteration 0F: 3 clusters Score -569792.7 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -571116.812500 Penalty: 2814.187744
	Iteration 1F: 3 clusters Score -571116.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -571399.062500 Penalty: 2814.187744
	Iteration 2F: 3 clusters Score -571399.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -571672.562500 Penalty: 2814.187744
	Iteration 3F: 3 clusters Score -571672.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -571962.812500 Penalty: 2814.187744
	Iteration 4F: 3 clusters Score -571962.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -572303.562500 Penalty: 2814.187744
	Iteration 5F: 3 clusters Score -572303.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -572616.125000 Penalty: 2814.187744
	Iteration 6F: 3 clusters Score -572616.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -572867.312500 Penalty: 2814.187744
	Iteration 7Q: 3 clusters Score -572867.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -573082.187500 Penalty: 2814.187744
	Iteration 8Q: 3 clusters Score -573082.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -573229.687500 Penalty: 2814.187744
	Iteration 9Q: 3 clusters Score -573229.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -573322.312500 Penalty: 2814.187744
	Iteration 10Q: 3 clusters Score -573322.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573376.312500 Penalty: 2814.187744
	Iteration 11Q: 3 clusters Score -573376.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -573405.500000 Penalty: 2814.187744
	Iteration 12Q: 3 clusters Score -573405.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -573425.937500 Penalty: 2814.187744
	Iteration 13Q: 3 clusters Score -573425.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -573439.625000 Penalty: 2814.187744
	Iteration 14Q: 3 clusters Score -573439.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573449.312500 Penalty: 2814.187744
	Iteration 15Q: 3 clusters Score -573449.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -573457.437500 Penalty: 2814.187744
	Iteration 16Q: 3 clusters Score -573457.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -573460.562500 Penalty: 2814.187744
	Iteration 17Q: 3 clusters Score -573460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -573464.125000 Penalty: 2814.187744
	Iteration 18Q: 3 clusters Score -573464.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -573466.937500 Penalty: 2814.187744
	Iteration 19Q: 3 clusters Score -573466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -573469.062500 Penalty: 2814.187744
	Iteration 20F: 3 clusters Score -573469.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -573474.187500 Penalty: 2814.187744
	Iteration 21Q: 3 clusters Score -573474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -573478.437500 Penalty: 2814.187744
	Iteration 22Q: 3 clusters Score -573478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -573480.687500 Penalty: 2814.187744
	Iteration 23Q: 3 clusters Score -573480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -573483.062500 Penalty: 2814.187744
	Iteration 24Q: 3 clusters Score -573483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -573484.125000 Penalty: 2814.187744
	Iteration 25Q: 3 clusters Score -573484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -573485.312500 Penalty: 2814.187744
	Iteration 26Q: 3 clusters Score -573485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -573486.562500 Penalty: 2814.187744
	Iteration 27Q: 3 clusters Score -573486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -573487.000000 Penalty: 2814.187744
	Iteration 28Q: 3 clusters Score -573487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -573487.187500 Penalty: 2814.187744
	Iteration 29Q: 3 clusters Score -573487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -573487.125000 Penalty: 2814.187744
	Iteration 30Q: 3 clusters Score -573487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -573487.312500 Penalty: 2814.187744
	Iteration 31Q: 3 clusters Score -573487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -573487.312500 Penalty: 2814.187744
	Iteration 32F: 3 clusters Score -573487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Entering Unmasked Estep 
Score: -5683119.500000 Penalty: 1771.113892
	Iteration 0F: 2 clusters Score -5683120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5646730.500000 Penalty: 3542.227783
	Iteration 0F: 3 clusters Score -5646730 nChanged 25522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5661139.500000 Penalty: 3542.227783
	Iteration 1F: 3 clusters Score -5661140 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5662009.000000 Penalty: 3542.227783
	Iteration 2Q: 3 clusters Score -5662009 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -5663295.000000 Penalty: 3542.227783
	Iteration 3Q: 3 clusters Score -5663295 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5665320.000000 Penalty: 3542.227783
	Iteration 4F: 3 clusters Score -5665320 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5668059.000000 Penalty: 3542.227783
	Iteration 5F: 3 clusters Score -5668059 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5671261.000000 Penalty: 3542.227783
	Iteration 6F: 3 clusters Score -5671261 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -5674025.000000 Penalty: 3542.227783
	Iteration 7F: 3 clusters Score -5674025 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5675989.500000 Penalty: 3542.227783
	Iteration 8F: 3 clusters Score -5675990 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -5677173.000000 Penalty: 3542.227783
	Iteration 9Q: 3 clusters Score -5677173 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -5677917.500000 Penalty: 3542.227783
	Iteration 10Q: 3 clusters Score -5677918 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -5678375.000000 Penalty: 3542.227783
	Iteration 11Q: 3 clusters Score -5678375 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5678662.000000 Penalty: 3542.227783
	Iteration 12Q: 3 clusters Score -5678662 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -5678851.500000 Penalty: 3542.227783
	Iteration 13Q: 3 clusters Score -5678852 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5679014.500000 Penalty: 3542.227783
	Iteration 14Q: 3 clusters Score -5679014 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5679124.500000 Penalty: 3542.227783
	Iteration 15Q: 3 clusters Score -5679124 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5679244.500000 Penalty: 3542.227783
	Iteration 16Q: 3 clusters Score -5679244 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5679356.500000 Penalty: 3542.227783
	Iteration 17Q: 3 clusters Score -5679356 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5679464.500000 Penalty: 3542.227783
	Iteration 18Q: 3 clusters Score -5679464 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5679554.000000 Penalty: 3542.227783
	Iteration 19Q: 3 clusters Score -5679554 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -5679674.500000 Penalty: 3542.227783
	Iteration 20F: 3 clusters Score -5679674 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5679768.000000 Penalty: 3542.227783
	Iteration 21Q: 3 clusters Score -5679768 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5679888.000000 Penalty: 3542.227783
	Iteration 22Q: 3 clusters Score -5679888 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5680000.500000 Penalty: 3542.227783
	Iteration 23Q: 3 clusters Score -5680000 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5680113.000000 Penalty: 3542.227783
	Iteration 24Q: 3 clusters Score -5680113 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5680225.000000 Penalty: 3542.227783
	Iteration 25Q: 3 clusters Score -5680225 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5680365.500000 Penalty: 3542.227783
	Iteration 26Q: 3 clusters Score -5680366 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5680480.500000 Penalty: 3542.227783
	Iteration 27Q: 3 clusters Score -5680480 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5680606.000000 Penalty: 3542.227783
	Iteration 28Q: 3 clusters Score -5680606 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -5680722.500000 Penalty: 3542.227783
	Iteration 29Q: 3 clusters Score -5680722 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5680832.000000 Penalty: 3542.227783
	Iteration 30Q: 3 clusters Score -5680832 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -5680973.500000 Penalty: 3542.227783
	Iteration 31Q: 3 clusters Score -5680974 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5681076.000000 Penalty: 3542.227783
	Iteration 32Q: 3 clusters Score -5681076 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5681163.500000 Penalty: 3542.227783
	Iteration 33Q: 3 clusters Score -5681164 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -5681260.000000 Penalty: 3542.227783
	Iteration 34Q: 3 clusters Score -5681260 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5681335.000000 Penalty: 3542.227783
	Iteration 35Q: 3 clusters Score -5681335 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5681415.000000 Penalty: 3542.227783
	Iteration 36Q: 3 clusters Score -5681415 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -5681505.000000 Penalty: 3542.227783
	Iteration 37Q: 3 clusters Score -5681505 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5681581.500000 Penalty: 3542.227783
	Iteration 38Q: 3 clusters Score -5681582 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -5681642.500000 Penalty: 3542.227783
	Iteration 39Q: 3 clusters Score -5681642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -5681701.500000 Penalty: 3542.227783
	Iteration 40F: 3 clusters Score -5681702 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -5681754.000000 Penalty: 3542.227783
	Iteration 41Q: 3 clusters Score -5681754 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -5681780.000000 Penalty: 3542.227783
	Iteration 42Q: 3 clusters Score -5681780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -5681806.000000 Penalty: 3542.227783
	Iteration 43Q: 3 clusters Score -5681806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -5681841.500000 Penalty: 3542.227783
	Iteration 44Q: 3 clusters Score -5681842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -5681866.500000 Penalty: 3542.227783
	Iteration 45Q: 3 clusters Score -5681866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -5681883.000000 Penalty: 3542.227783
	Iteration 46Q: 3 clusters Score -5681883 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -5681908.500000 Penalty: 3542.227783
	Iteration 47Q: 3 clusters Score -5681908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -5681936.000000 Penalty: 3542.227783
	Iteration 48Q: 3 clusters Score -5681936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -5681959.000000 Penalty: 3542.227783
	Iteration 49Q: 3 clusters Score -5681959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -5681970.500000 Penalty: 3542.227783
	Iteration 50Q: 3 clusters Score -5681970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -5681978.000000 Penalty: 3542.227783
	Iteration 51Q: 3 clusters Score -5681978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -5681985.000000 Penalty: 3542.227783
	Iteration 52Q: 3 clusters Score -5681985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -5681995.000000 Penalty: 3542.227783
	Iteration 53Q: 3 clusters Score -5681995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -5682009.500000 Penalty: 3542.227783
	Iteration 54Q: 3 clusters Score -5682010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -5682017.000000 Penalty: 3542.227783
	Iteration 55Q: 3 clusters Score -5682017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -5682029.500000 Penalty: 3542.227783
	Iteration 56Q: 3 clusters Score -5682030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -5682030.500000 Penalty: 3542.227783
	Iteration 57Q: 3 clusters Score -5682030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -5682037.500000 Penalty: 3542.227783
	Iteration 58Q: 3 clusters Score -5682038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -5682050.500000 Penalty: 3542.227783
	Iteration 59Q: 3 clusters Score -5682050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -5682051.500000 Penalty: 3542.227783
	Iteration 60F: 3 clusters Score -5682052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -5682056.500000 Penalty: 3542.227783
	Iteration 61Q: 3 clusters Score -5682056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -5682072.000000 Penalty: 3542.227783
	Iteration 62Q: 3 clusters Score -5682072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -5682081.500000 Penalty: 3542.227783
	Iteration 63Q: 3 clusters Score -5682082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -5682086.500000 Penalty: 3542.227783
	Iteration 64Q: 3 clusters Score -5682086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -5682088.000000 Penalty: 3542.227783
	Iteration 65Q: 3 clusters Score -5682088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -5682101.500000 Penalty: 3542.227783
	Iteration 66Q: 3 clusters Score -5682102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -5682104.500000 Penalty: 3542.227783
	Iteration 67Q: 3 clusters Score -5682104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -5682110.000000 Penalty: 3542.227783
	Iteration 68Q: 3 clusters Score -5682110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -5682117.000000 Penalty: 3542.227783
	Iteration 69Q: 3 clusters Score -5682117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -5682113.000000 Penalty: 3542.227783
	Iteration 70Q: 3 clusters Score -5682113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -5682114.500000 Penalty: 3542.227783
	Iteration 71Q: 3 clusters Score -5682114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -5682119.500000 Penalty: 3542.227783
	Iteration 72Q: 3 clusters Score -5682120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -5682123.000000 Penalty: 3542.227783
	Iteration 73Q: 3 clusters Score -5682123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -5682127.000000 Penalty: 3542.227783
	Iteration 74Q: 3 clusters Score -5682127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -5682127.500000 Penalty: 3542.227783
	Iteration 75Q: 3 clusters Score -5682128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -5682124.500000 Penalty: 3542.227783
	Iteration 76Q: 3 clusters Score -5682124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -5682126.500000 Penalty: 3542.227783
	Iteration 77Q: 3 clusters Score -5682126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -5682128.000000 Penalty: 3542.227783
	Iteration 78Q: 3 clusters Score -5682128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -5682130.500000 Penalty: 3542.227783
	Iteration 79Q: 3 clusters Score -5682130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -5682133.500000 Penalty: 3542.227783
	Iteration 80F: 3 clusters Score -5682134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -5682132.000000 Penalty: 3542.227783
	Iteration 81Q: 3 clusters Score -5682132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -5682128.000000 Penalty: 3542.227783
	Iteration 82Q: 3 clusters Score -5682128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -5682126.000000 Penalty: 3542.227783
	Iteration 83Q: 3 clusters Score -5682126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -5682126.500000 Penalty: 3542.227783
	Iteration 84Q: 3 clusters Score -5682126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -5682126.500000 Penalty: 3542.227783
	Iteration 85Q: 3 clusters Score -5682126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -5682126.000000 Penalty: 3542.227783
	Iteration 86Q: 3 clusters Score -5682126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -5682126.000000 Penalty: 3542.227783
	Iteration 87Q: 3 clusters Score -5682126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -5682126.000000 Penalty: 3542.227783
	Iteration 88Q: 3 clusters Score -5682126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -5682125.500000 Penalty: 3542.227783
	Iteration 89Q: 3 clusters Score -5682126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -5682126.000000 Penalty: 3542.227783
	Iteration 90Q: 3 clusters Score -5682126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5682124.000000 Penalty: 3542.227783
	Iteration 91Q: 3 clusters Score -5682124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -5682124.000000 Penalty: 3542.227783
	Iteration 92Q: 3 clusters Score -5682124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -5682123.000000 Penalty: 3542.227783
	Iteration 93Q: 3 clusters Score -5682123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -5682123.000000 Penalty: 3542.227783
	Iteration 94Q: 3 clusters Score -5682123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -5682122.000000 Penalty: 3542.227783
	Iteration 95Q: 3 clusters Score -5682122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -5682121.500000 Penalty: 3542.227783
	Iteration 96Q: 3 clusters Score -5682122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -5682121.500000 Penalty: 3542.227783
	Iteration 97Q: 3 clusters Score -5682122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -5682121.000000 Penalty: 3542.227783
	Iteration 98Q: 3 clusters Score -5682121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -5682123.000000 Penalty: 3542.227783
	Iteration 99Q: 3 clusters Score -5682123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -5682123.000000 Penalty: 3542.227783
	Iteration 100F: 3 clusters Score -5682123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -271785.906250 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -271785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -269202.281250 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -269202.3 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -269855.250000 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -269855.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -270019.281250 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -270019.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -270150.875000 Penalty: 2570.584229
	Iteration 3F: 3 clusters Score -270150.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -270275.031250 Penalty: 2570.584229
	Iteration 4F: 3 clusters Score -270275 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -270400.562500 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -270400.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -270503.375000 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -270503.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -270587.031250 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -270587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -270641.343750 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -270641.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -270674.343750 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -270674.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -270696.812500 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -270696.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -270720.093750 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -270720.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -270741.718750 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -270741.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -270752.843750 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -270752.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -270765.781250 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -270765.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -270772.468750 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -270772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -270777.625000 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -270777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -270782.125000 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -270782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -270787.531250 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -270787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -270788.968750 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -270789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -270790.000000 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -270790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Entering Unmasked Estep 
Score: -1191352.375000 Penalty: 1522.249023
	Iteration 0F: 2 clusters Score -1191352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1183194.875000 Penalty: 3044.498047
	Iteration 0F: 3 clusters Score -1183195 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1186260.500000 Penalty: 3044.498047
	Iteration 1F: 3 clusters Score -1186260 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1186801.500000 Penalty: 3044.498047
	Iteration 2F: 3 clusters Score -1186802 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1187310.875000 Penalty: 3044.498047
	Iteration 3F: 3 clusters Score -1187311 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1187755.250000 Penalty: 3044.498047
	Iteration 4F: 3 clusters Score -1187755 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1188120.750000 Penalty: 3044.498047
	Iteration 5F: 3 clusters Score -1188121 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1188378.125000 Penalty: 3044.498047
	Iteration 6Q: 3 clusters Score -1188378 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1188599.500000 Penalty: 3044.498047
	Iteration 7Q: 3 clusters Score -1188600 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1188770.500000 Penalty: 3044.498047
	Iteration 8Q: 3 clusters Score -1188770 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1188966.125000 Penalty: 3044.498047
	Iteration 9Q: 3 clusters Score -1188966 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1189157.625000 Penalty: 3044.498047
	Iteration 10Q: 3 clusters Score -1189158 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1189359.000000 Penalty: 3044.498047
	Iteration 11Q: 3 clusters Score -1189359 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1189551.250000 Penalty: 3044.498047
	Iteration 12Q: 3 clusters Score -1189551 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1189753.500000 Penalty: 3044.498047
	Iteration 13Q: 3 clusters Score -1189754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1189891.500000 Penalty: 3044.498047
	Iteration 14Q: 3 clusters Score -1189892 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1189981.000000 Penalty: 3044.498047
	Iteration 15Q: 3 clusters Score -1189981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1190035.000000 Penalty: 3044.498047
	Iteration 16Q: 3 clusters Score -1190035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1190078.875000 Penalty: 3044.498047
	Iteration 17Q: 3 clusters Score -1190079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1190115.625000 Penalty: 3044.498047
	Iteration 18Q: 3 clusters Score -1190116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1190149.125000 Penalty: 3044.498047
	Iteration 19Q: 3 clusters Score -1190149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1190178.125000 Penalty: 3044.498047
	Iteration 20F: 3 clusters Score -1190178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1190194.500000 Penalty: 3044.498047
	Iteration 21Q: 3 clusters Score -1190194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1190206.500000 Penalty: 3044.498047
	Iteration 22Q: 3 clusters Score -1190206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1190211.750000 Penalty: 3044.498047
	Iteration 23Q: 3 clusters Score -1190212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1190221.875000 Penalty: 3044.498047
	Iteration 24Q: 3 clusters Score -1190222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1190221.375000 Penalty: 3044.498047
	Iteration 25Q: 3 clusters Score -1190221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1190225.000000 Penalty: 3044.498047
	Iteration 26Q: 3 clusters Score -1190225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1190228.375000 Penalty: 3044.498047
	Iteration 27Q: 3 clusters Score -1190228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1190229.250000 Penalty: 3044.498047
	Iteration 28Q: 3 clusters Score -1190229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1190231.750000 Penalty: 3044.498047
	Iteration 29Q: 3 clusters Score -1190232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1190232.250000 Penalty: 3044.498047
	Iteration 30Q: 3 clusters Score -1190232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1190234.000000 Penalty: 3044.498047
	Iteration 31Q: 3 clusters Score -1190234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1190233.625000 Penalty: 3044.498047
	Iteration 32Q: 3 clusters Score -1190234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1190237.125000 Penalty: 3044.498047
	Iteration 33Q: 3 clusters Score -1190237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1190238.750000 Penalty: 3044.498047
	Iteration 34Q: 3 clusters Score -1190239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1190238.875000 Penalty: 3044.498047
	Iteration 35Q: 3 clusters Score -1190239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1190239.250000 Penalty: 3044.498047
	Iteration 36Q: 3 clusters Score -1190239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1190241.500000 Penalty: 3044.498047
	Iteration 37Q: 3 clusters Score -1190242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1190244.000000 Penalty: 3044.498047
	Iteration 38Q: 3 clusters Score -1190244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1190243.000000 Penalty: 3044.498047
	Iteration 39Q: 3 clusters Score -1190243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1190242.625000 Penalty: 3044.498047
	Iteration 40F: 3 clusters Score -1190243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -241424.453125 Penalty: 1285.828247
	Iteration 0F: 2 clusters Score -241424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -239022.703125 Penalty: 2571.656494
	Iteration 0F: 3 clusters Score -239022.7 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -240070.093750 Penalty: 2571.656494
	Iteration 1F: 3 clusters Score -240070.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -240538.828125 Penalty: 2571.656494
	Iteration 2F: 3 clusters Score -240538.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -240855.062500 Penalty: 2571.656494
	Iteration 3F: 3 clusters Score -240855.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -241053.140625 Penalty: 2571.656494
	Iteration 4F: 3 clusters Score -241053.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -241153.156250 Penalty: 2571.656494
	Iteration 5Q: 3 clusters Score -241153.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -241201.187500 Penalty: 2571.656494
	Iteration 6Q: 3 clusters Score -241201.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -241227.218750 Penalty: 2571.656494
	Iteration 7Q: 3 clusters Score -241227.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -241245.437500 Penalty: 2571.656494
	Iteration 8Q: 3 clusters Score -241245.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -241260.562500 Penalty: 2571.656494
	Iteration 9Q: 3 clusters Score -241260.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -241270.140625 Penalty: 2571.656494
	Iteration 10Q: 3 clusters Score -241270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -241275.453125 Penalty: 2571.656494
	Iteration 11Q: 3 clusters Score -241275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -241277.453125 Penalty: 2571.656494
	Iteration 12Q: 3 clusters Score -241277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -241278.859375 Penalty: 2571.656494
	Iteration 13Q: 3 clusters Score -241278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241279.546875 Penalty: 2571.656494
	Iteration 14Q: 3 clusters Score -241279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -241281.125000 Penalty: 2571.656494
	Iteration 15Q: 3 clusters Score -241281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -241282.453125 Penalty: 2571.656494
	Iteration 16Q: 3 clusters Score -241282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -241282.453125 Penalty: 2571.656494
	Iteration 17F: 3 clusters Score -241282.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -745353.125000 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -745353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -740176.312500 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -740176.3 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -741739.875000 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -741739.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -742018.937500 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -742018.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -742253.187500 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -742253.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -742448.625000 Penalty: 2876.604492
	Iteration 4Q: 3 clusters Score -742448.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -742594.312500 Penalty: 2876.604492
	Iteration 5Q: 3 clusters Score -742594.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -742713.375000 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -742713.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -742810.000000 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -742810 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -742906.937500 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -742906.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -742998.375000 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -742998.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -743083.625000 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -743083.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -743166.437500 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -743166.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -743257.187500 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -743257.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -743335.750000 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -743335.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -743417.062500 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -743417.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -743478.562500 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -743478.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -743521.500000 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -743521.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -743556.750000 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -743556.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -743598.750000 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -743598.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -743657.312500 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -743657.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -743710.437500 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -743710.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -743770.250000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -743770.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -743820.750000 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -743820.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -743871.875000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -743871.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -743916.875000 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -743916.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -743972.625000 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -743972.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -744024.937500 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -744024.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -744106.437500 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -744106.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -744214.562500 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -744214.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -744320.875000 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -744320.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -744419.187500 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -744419.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -744496.687500 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -744496.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -744564.687500 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -744564.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -744611.125000 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -744611.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -744634.687500 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -744634.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -744647.437500 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -744647.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -744656.375000 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -744656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -744660.687500 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -744660.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -744665.000000 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -744665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -744669.437500 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -744669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -744674.750000 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -744674.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -744681.625000 Penalty: 2876.604492
	Iteration 41Q: 3 clusters Score -744681.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -744686.437500 Penalty: 2876.604492
	Iteration 42Q: 3 clusters Score -744686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -744689.500000 Penalty: 2876.604492
	Iteration 43Q: 3 clusters Score -744689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -744694.187500 Penalty: 2876.604492
	Iteration 44Q: 3 clusters Score -744694.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -744695.937500 Penalty: 2876.604492
	Iteration 45Q: 3 clusters Score -744695.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -744699.812500 Penalty: 2876.604492
	Iteration 46Q: 3 clusters Score -744699.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -744706.187500 Penalty: 2876.604492
	Iteration 47Q: 3 clusters Score -744706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -744710.125000 Penalty: 2876.604492
	Iteration 48Q: 3 clusters Score -744710.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -744713.187500 Penalty: 2876.604492
	Iteration 49Q: 3 clusters Score -744713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -744715.500000 Penalty: 2876.604492
	Iteration 50Q: 3 clusters Score -744715.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -744718.437500 Penalty: 2876.604492
	Iteration 51Q: 3 clusters Score -744718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -744720.250000 Penalty: 2876.604492
	Iteration 52Q: 3 clusters Score -744720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -744723.062500 Penalty: 2876.604492
	Iteration 53Q: 3 clusters Score -744723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -744724.937500 Penalty: 2876.604492
	Iteration 54Q: 3 clusters Score -744724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -744727.562500 Penalty: 2876.604492
	Iteration 55Q: 3 clusters Score -744727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -744730.312500 Penalty: 2876.604492
	Iteration 56Q: 3 clusters Score -744730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -744730.375000 Penalty: 2876.604492
	Iteration 57Q: 3 clusters Score -744730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -744731.250000 Penalty: 2876.604492
	Iteration 58Q: 3 clusters Score -744731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -744730.875000 Penalty: 2876.604492
	Iteration 59Q: 3 clusters Score -744730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -744731.125000 Penalty: 2876.604492
	Iteration 60F: 3 clusters Score -744731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -744732.125000 Penalty: 2876.604492
	Iteration 61Q: 3 clusters Score -744732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -744732.125000 Penalty: 2876.604492
	Iteration 62F: 3 clusters Score -744732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Entering Unmasked Estep 
Score: -3162194.750000 Penalty: 1677.906860
	Iteration 0F: 2 clusters Score -3162195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3141647.250000 Penalty: 3355.813721
	Iteration 0F: 3 clusters Score -3141647 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3149586.500000 Penalty: 3355.813721
	Iteration 1F: 3 clusters Score -3149586 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3150238.000000 Penalty: 3355.813721
	Iteration 2F: 3 clusters Score -3150238 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3150959.250000 Penalty: 3355.813721
	Iteration 3F: 3 clusters Score -3150959 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3151869.750000 Penalty: 3355.813721
	Iteration 4F: 3 clusters Score -3151870 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3152970.250000 Penalty: 3355.813721
	Iteration 5F: 3 clusters Score -3152970 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3154318.500000 Penalty: 3355.813721
	Iteration 6F: 3 clusters Score -3154318 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3155798.750000 Penalty: 3355.813721
	Iteration 7F: 3 clusters Score -3155799 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3157333.750000 Penalty: 3355.813721
	Iteration 8F: 3 clusters Score -3157334 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3158723.750000 Penalty: 3355.813721
	Iteration 9Q: 3 clusters Score -3158724 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3159612.750000 Penalty: 3355.813721
	Iteration 10Q: 3 clusters Score -3159613 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3160119.250000 Penalty: 3355.813721
	Iteration 11Q: 3 clusters Score -3160119 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3160424.250000 Penalty: 3355.813721
	Iteration 12Q: 3 clusters Score -3160424 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3160570.750000 Penalty: 3355.813721
	Iteration 13Q: 3 clusters Score -3160571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3160649.500000 Penalty: 3355.813721
	Iteration 14Q: 3 clusters Score -3160650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3160710.250000 Penalty: 3355.813721
	Iteration 15Q: 3 clusters Score -3160710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3160750.250000 Penalty: 3355.813721
	Iteration 16Q: 3 clusters Score -3160750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3160768.250000 Penalty: 3355.813721
	Iteration 17Q: 3 clusters Score -3160768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3160777.750000 Penalty: 3355.813721
	Iteration 18Q: 3 clusters Score -3160778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3160799.500000 Penalty: 3355.813721
	Iteration 19Q: 3 clusters Score -3160800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3160808.250000 Penalty: 3355.813721
	Iteration 20F: 3 clusters Score -3160808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3160810.750000 Penalty: 3355.813721
	Iteration 21Q: 3 clusters Score -3160811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3160809.750000 Penalty: 3355.813721
	Iteration 22Q: 3 clusters Score -3160810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3160810.750000 Penalty: 3355.813721
	Iteration 23Q: 3 clusters Score -3160811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3160810.750000 Penalty: 3355.813721
	Iteration 24F: 3 clusters Score -3160811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155606 members 
Entering Unmasked Estep 
Score: -16192664.000000 Penalty: 1942.700928
	Iteration 0F: 2 clusters Score -1.619266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -16091499.000000 Penalty: 3885.401855
	Iteration 0F: 3 clusters Score -1.60915e+07 nChanged 75252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -16136052.000000 Penalty: 3885.401855
	Iteration 1F: 3 clusters Score -1.613605e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -16137515.000000 Penalty: 3885.401855
	Iteration 2Q: 3 clusters Score -1.613752e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -16139994.000000 Penalty: 3885.401855
	Iteration 3Q: 3 clusters Score -1.613999e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -16143862.000000 Penalty: 3885.401855
	Iteration 4F: 3 clusters Score -1.614386e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -16150282.000000 Penalty: 3885.401855
	Iteration 5F: 3 clusters Score -1.615028e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -16159371.000000 Penalty: 3885.401855
	Iteration 6F: 3 clusters Score -1.615937e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -16170136.000000 Penalty: 3885.401855
	Iteration 7F: 3 clusters Score -1.617014e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 138503 members 
Entering Unmasked Estep 
Score: -16179884.000000 Penalty: 3885.401855
	Iteration 8F: 3 clusters Score -1.617988e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -16186441.000000 Penalty: 3885.401855
	Iteration 9Q: 3 clusters Score -1.618644e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
Score: -16189629.000000 Penalty: 3885.401855
	Iteration 10Q: 3 clusters Score -1.618963e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -16190932.000000 Penalty: 3885.401855
	Iteration 11Q: 3 clusters Score -1.619093e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -16191518.000000 Penalty: 3885.401855
	Iteration 12Q: 3 clusters Score -1.619152e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 152656 members 
Entering Unmasked Estep 
Score: -16191804.000000 Penalty: 3885.401855
	Iteration 13Q: 3 clusters Score -1.61918e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -16191888.000000 Penalty: 3885.401855
	Iteration 14Q: 3 clusters Score -1.619189e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -16191911.000000 Penalty: 3885.401855
	Iteration 15Q: 3 clusters Score -1.619191e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -16191940.000000 Penalty: 3885.401855
	Iteration 16Q: 3 clusters Score -1.619194e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -16191979.000000 Penalty: 3885.401855
	Iteration 17Q: 3 clusters Score -1.619198e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -16192020.000000 Penalty: 3885.401855
	Iteration 18Q: 3 clusters Score -1.619202e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -16192064.000000 Penalty: 3885.401855
	Iteration 19Q: 3 clusters Score -1.619206e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -16192099.000000 Penalty: 3885.401855
	Iteration 20F: 3 clusters Score -1.61921e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -16192094.000000 Penalty: 3885.401855
	Iteration 21Q: 3 clusters Score -1.619209e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -16192080.000000 Penalty: 3885.401855
	Iteration 22Q: 3 clusters Score -1.619208e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -16192091.000000 Penalty: 3885.401855
	Iteration 23Q: 3 clusters Score -1.619209e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -16192099.000000 Penalty: 3885.401855
	Iteration 24Q: 3 clusters Score -1.61921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 153412 members 
Entering Unmasked Estep 
Score: -16192114.000000 Penalty: 3885.401855
	Iteration 25Q: 3 clusters Score -1.619211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -16192105.000000 Penalty: 3885.401855
	Iteration 26Q: 3 clusters Score -1.61921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 153414 members 
Entering Unmasked Estep 
Score: -16192114.000000 Penalty: 3885.401855
	Iteration 27Q: 3 clusters Score -1.619211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 153409 members 
Entering Unmasked Estep 
Score: -16192143.000000 Penalty: 3885.401855
	Iteration 28Q: 3 clusters Score -1.619214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -16192139.000000 Penalty: 3885.401855
	Iteration 29Q: 3 clusters Score -1.619214e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -16192160.000000 Penalty: 3885.401855
	Iteration 30Q: 3 clusters Score -1.619216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -16192142.000000 Penalty: 3885.401855
	Iteration 31Q: 3 clusters Score -1.619214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -16192150.000000 Penalty: 3885.401855
	Iteration 32Q: 3 clusters Score -1.619215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -16192150.000000 Penalty: 3885.401855
	Iteration 33Q: 3 clusters Score -1.619215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -16192152.000000 Penalty: 3885.401855
	Iteration 34Q: 3 clusters Score -1.619215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -16192161.000000 Penalty: 3885.401855
	Iteration 35Q: 3 clusters Score -1.619216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -16192167.000000 Penalty: 3885.401855
	Iteration 36Q: 3 clusters Score -1.619217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 153369 members 
Entering Unmasked Estep 
Score: -16192183.000000 Penalty: 3885.401855
	Iteration 37Q: 3 clusters Score -1.619218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 153371 members 
Entering Unmasked Estep 
Score: -16192191.000000 Penalty: 3885.401855
	Iteration 38Q: 3 clusters Score -1.619219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -16192204.000000 Penalty: 3885.401855
	Iteration 39Q: 3 clusters Score -1.61922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -16192195.000000 Penalty: 3885.401855
	Iteration 40F: 3 clusters Score -1.61922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -16192185.000000 Penalty: 3885.401855
	Iteration 41Q: 3 clusters Score -1.619218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -16192196.000000 Penalty: 3885.401855
	Iteration 42Q: 3 clusters Score -1.61922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -16192196.000000 Penalty: 3885.401855
	Iteration 43Q: 3 clusters Score -1.61922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -16192205.000000 Penalty: 3885.401855
	Iteration 44Q: 3 clusters Score -1.61922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -16192194.000000 Penalty: 3885.401855
	Iteration 45Q: 3 clusters Score -1.619219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -16192194.000000 Penalty: 3885.401855
	Iteration 46Q: 3 clusters Score -1.619219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -16192186.000000 Penalty: 3885.401855
	Iteration 47Q: 3 clusters Score -1.619219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -16192193.000000 Penalty: 3885.401855
	Iteration 48Q: 3 clusters Score -1.619219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -16192184.000000 Penalty: 3885.401855
	Iteration 49Q: 3 clusters Score -1.619218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -16192186.000000 Penalty: 3885.401855
	Iteration 50Q: 3 clusters Score -1.619219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -16192196.000000 Penalty: 3885.401855
	Iteration 51Q: 3 clusters Score -1.61922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -16192198.000000 Penalty: 3885.401855
	Iteration 52Q: 3 clusters Score -1.61922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -16192190.000000 Penalty: 3885.401855
	Iteration 53Q: 3 clusters Score -1.619219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -16192187.000000 Penalty: 3885.401855
	Iteration 54Q: 3 clusters Score -1.619219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -16192192.000000 Penalty: 3885.401855
	Iteration 55Q: 3 clusters Score -1.619219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -16192192.000000 Penalty: 3885.401855
	Iteration 56F: 3 clusters Score -1.619219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -918728.625000 Penalty: 1478.544922
	Iteration 0F: 2 clusters Score -918728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -912275.500000 Penalty: 2957.089844
	Iteration 0F: 3 clusters Score -912275.5 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -914368.812500 Penalty: 2957.089844
	Iteration 1F: 3 clusters Score -914368.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -914691.562500 Penalty: 2957.089844
	Iteration 2F: 3 clusters Score -914691.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -914964.500000 Penalty: 2957.089844
	Iteration 3F: 3 clusters Score -914964.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -915218.437500 Penalty: 2957.089844
	Iteration 4F: 3 clusters Score -915218.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -915468.750000 Penalty: 2957.089844
	Iteration 5Q: 3 clusters Score -915468.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -915705.125000 Penalty: 2957.089844
	Iteration 6Q: 3 clusters Score -915705.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -915919.062500 Penalty: 2957.089844
	Iteration 7Q: 3 clusters Score -915919.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -916123.312500 Penalty: 2957.089844
	Iteration 8Q: 3 clusters Score -916123.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -916340.187500 Penalty: 2957.089844
	Iteration 9Q: 3 clusters Score -916340.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -916547.062500 Penalty: 2957.089844
	Iteration 10Q: 3 clusters Score -916547.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -916736.687500 Penalty: 2957.089844
	Iteration 11Q: 3 clusters Score -916736.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -916924.312500 Penalty: 2957.089844
	Iteration 12Q: 3 clusters Score -916924.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -917087.750000 Penalty: 2957.089844
	Iteration 13Q: 3 clusters Score -917087.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -917213.500000 Penalty: 2957.089844
	Iteration 14Q: 3 clusters Score -917213.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -917319.437500 Penalty: 2957.089844
	Iteration 15Q: 3 clusters Score -917319.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -917408.625000 Penalty: 2957.089844
	Iteration 16Q: 3 clusters Score -917408.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -917469.062500 Penalty: 2957.089844
	Iteration 17Q: 3 clusters Score -917469.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -917524.750000 Penalty: 2957.089844
	Iteration 18Q: 3 clusters Score -917524.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -917573.375000 Penalty: 2957.089844
	Iteration 19Q: 3 clusters Score -917573.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -917601.812500 Penalty: 2957.089844
	Iteration 20F: 3 clusters Score -917601.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -917629.250000 Penalty: 2957.089844
	Iteration 21Q: 3 clusters Score -917629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -917652.125000 Penalty: 2957.089844
	Iteration 22Q: 3 clusters Score -917652.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -917670.500000 Penalty: 2957.089844
	Iteration 23Q: 3 clusters Score -917670.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -917691.000000 Penalty: 2957.089844
	Iteration 24Q: 3 clusters Score -917691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -917710.937500 Penalty: 2957.089844
	Iteration 25Q: 3 clusters Score -917710.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -917721.250000 Penalty: 2957.089844
	Iteration 26Q: 3 clusters Score -917721.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -917730.625000 Penalty: 2957.089844
	Iteration 27Q: 3 clusters Score -917730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -917733.062500 Penalty: 2957.089844
	Iteration 28Q: 3 clusters Score -917733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -917735.312500 Penalty: 2957.089844
	Iteration 29Q: 3 clusters Score -917735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -917739.375000 Penalty: 2957.089844
	Iteration 30Q: 3 clusters Score -917739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -917743.312500 Penalty: 2957.089844
	Iteration 31Q: 3 clusters Score -917743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -917747.000000 Penalty: 2957.089844
	Iteration 32Q: 3 clusters Score -917747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -917748.437500 Penalty: 2957.089844
	Iteration 33Q: 3 clusters Score -917748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -917751.812500 Penalty: 2957.089844
	Iteration 34Q: 3 clusters Score -917751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -917752.937500 Penalty: 2957.089844
	Iteration 35Q: 3 clusters Score -917752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -917752.500000 Penalty: 2957.089844
	Iteration 36Q: 3 clusters Score -917752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -917753.125000 Penalty: 2957.089844
	Iteration 37Q: 3 clusters Score -917753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -917754.125000 Penalty: 2957.089844
	Iteration 38Q: 3 clusters Score -917754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -917754.125000 Penalty: 2957.089844
	Iteration 39F: 3 clusters Score -917754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -215751.125000 Penalty: 1252.543701
	Iteration 0F: 2 clusters Score -215751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -213545.718750 Penalty: 2505.087402
	Iteration 0F: 3 clusters Score -213545.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -214084.859375 Penalty: 2505.087402
	Iteration 1F: 3 clusters Score -214084.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -214335.203125 Penalty: 2505.087402
	Iteration 2F: 3 clusters Score -214335.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -214627.781250 Penalty: 2505.087402
	Iteration 3F: 3 clusters Score -214627.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -215132.218750 Penalty: 2505.087402
	Iteration 4F: 3 clusters Score -215132.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215910.328125 Penalty: 2505.087402
	Iteration 5F: 3 clusters Score -215910.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -216327.296875 Penalty: 2505.087402
	Iteration 6F: 3 clusters Score -216327.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -216500.062500 Penalty: 2505.087402
	Iteration 7Q: 3 clusters Score -216500.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -216568.843750 Penalty: 2505.087402
	Iteration 8Q: 3 clusters Score -216568.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -216583.359375 Penalty: 2505.087402
	Iteration 9Q: 3 clusters Score -216583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216587.484375 Penalty: 2505.087402
	Iteration 10Q: 3 clusters Score -216587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216587.484375 Penalty: 2505.087402
	Iteration 11F: 3 clusters Score -216587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 1430 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Mstep: Class 48 contains 796 members 
Entering Unmasked Estep 
Score: -154068144.000000 Penalty: 111104.703125
Splitting cluster 38 changes total score from -154068624.000000 to -154068144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -106641.695312 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -106641.7 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 624 members 
Entering Unmasked Estep 
Score: -105127.109375 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -105127.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105461.640625 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -105461.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105566.046875 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -105566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105635.695312 Penalty: 2296.878906
	Iteration 3Q: 3 clusters Score -105635.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105718.171875 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -105718.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -105788.257812 Penalty: 2296.878906
	Iteration 5Q: 3 clusters Score -105788.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105825.132812 Penalty: 2296.878906
	Iteration 6Q: 3 clusters Score -105825.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105840.804688 Penalty: 2296.878906
	Iteration 7Q: 3 clusters Score -105840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105846.093750 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -105846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105850.281250 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -105850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105853.890625 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -105853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -105859.234375 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -105859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105865.015625 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -105865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105870.390625 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -105870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105873.976562 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -105874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105874.445312 Penalty: 2296.878906
	Iteration 15Q: 3 clusters Score -105874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105875.710938 Penalty: 2296.878906
	Iteration 16Q: 3 clusters Score -105875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105875.710938 Penalty: 2296.878906
	Iteration 17F: 3 clusters Score -105875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -164099.359375 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -164099.4 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 772 members 
Entering Unmasked Estep 
Score: -162296.812500 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -162296.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -162646.718750 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -162646.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -162733.265625 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -162733.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -162789.359375 Penalty: 2390.998535
	Iteration 3Q: 3 clusters Score -162789.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -162830.015625 Penalty: 2390.998535
	Iteration 4Q: 3 clusters Score -162830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162869.765625 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -162869.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162890.546875 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -162890.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -162909.625000 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -162909.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -162923.750000 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -162923.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162942.703125 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -162942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162953.359375 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -162953.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162962.546875 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -162962.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -162974.546875 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -162974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162976.828125 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -162976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162978.781250 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -162978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162980.093750 Penalty: 2390.998535
	Iteration 15Q: 3 clusters Score -162980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162980.750000 Penalty: 2390.998535
	Iteration 16Q: 3 clusters Score -162980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -162981.187500 Penalty: 2390.998535
	Iteration 17Q: 3 clusters Score -162981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162981.890625 Penalty: 2390.998535
	Iteration 18Q: 3 clusters Score -162981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162983.250000 Penalty: 2390.998535
	Iteration 19Q: 3 clusters Score -162983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162984.375000 Penalty: 2390.998535
	Iteration 20F: 3 clusters Score -162984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162984.265625 Penalty: 2390.998535
	Iteration 21Q: 3 clusters Score -162984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -162984.265625 Penalty: 2390.998535
	Iteration 22F: 3 clusters Score -162984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -172444.984375 Penalty: 1237.485962
	Iteration 0F: 2 clusters Score -172445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -170380.484375 Penalty: 2474.971924
	Iteration 0F: 3 clusters Score -170380.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -171148.859375 Penalty: 2474.971924
	Iteration 1F: 3 clusters Score -171148.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -171354.984375 Penalty: 2474.971924
	Iteration 2F: 3 clusters Score -171355 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -171467.437500 Penalty: 2474.971924
	Iteration 3F: 3 clusters Score -171467.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -171544.000000 Penalty: 2474.971924
	Iteration 4Q: 3 clusters Score -171544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -171613.328125 Penalty: 2474.971924
	Iteration 5Q: 3 clusters Score -171613.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171656.375000 Penalty: 2474.971924
	Iteration 6Q: 3 clusters Score -171656.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -171684.750000 Penalty: 2474.971924
	Iteration 7Q: 3 clusters Score -171684.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171703.984375 Penalty: 2474.971924
	Iteration 8Q: 3 clusters Score -171704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171713.187500 Penalty: 2474.971924
	Iteration 9Q: 3 clusters Score -171713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -171719.937500 Penalty: 2474.971924
	Iteration 10Q: 3 clusters Score -171719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -171724.015625 Penalty: 2474.971924
	Iteration 11Q: 3 clusters Score -171724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171725.468750 Penalty: 2474.971924
	Iteration 12Q: 3 clusters Score -171725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -171726.937500 Penalty: 2474.971924
	Iteration 13Q: 3 clusters Score -171726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171728.406250 Penalty: 2474.971924
	Iteration 14Q: 3 clusters Score -171728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171728.406250 Penalty: 2474.971924
	Iteration 15F: 3 clusters Score -171728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Entering Unmasked Estep 
Score: -884689.000000 Penalty: 1476.405151
	Iteration 0F: 2 clusters Score -884689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -878273.750000 Penalty: 2952.810303
	Iteration 0F: 3 clusters Score -878273.8 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -880501.687500 Penalty: 2952.810303
	Iteration 1F: 3 clusters Score -880501.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -880928.375000 Penalty: 2952.810303
	Iteration 2F: 3 clusters Score -880928.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -881352.812500 Penalty: 2952.810303
	Iteration 3F: 3 clusters Score -881352.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -881882.375000 Penalty: 2952.810303
	Iteration 4F: 3 clusters Score -881882.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -882580.187500 Penalty: 2952.810303
	Iteration 5F: 3 clusters Score -882580.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -883414.125000 Penalty: 2952.810303
	Iteration 6F: 3 clusters Score -883414.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -884171.562500 Penalty: 2952.810303
	Iteration 7F: 3 clusters Score -884171.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -884714.625000 Penalty: 2952.810303
	Iteration 8F: 3 clusters Score -884714.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -884959.000000 Penalty: 2952.810303
	Iteration 9Q: 3 clusters Score -884959 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -885046.000000 Penalty: 2952.810303
	Iteration 10Q: 3 clusters Score -885046 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -885082.375000 Penalty: 2952.810303
	Iteration 11Q: 3 clusters Score -885082.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -885100.500000 Penalty: 2952.810303
	Iteration 12Q: 3 clusters Score -885100.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -885115.812500 Penalty: 2952.810303
	Iteration 13Q: 3 clusters Score -885115.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -885128.562500 Penalty: 2952.810303
	Iteration 14Q: 3 clusters Score -885128.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -885137.812500 Penalty: 2952.810303
	Iteration 15Q: 3 clusters Score -885137.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -885141.375000 Penalty: 2952.810303
	Iteration 16Q: 3 clusters Score -885141.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -885142.312500 Penalty: 2952.810303
	Iteration 17Q: 3 clusters Score -885142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -885141.500000 Penalty: 2952.810303
	Iteration 18Q: 3 clusters Score -885141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -885142.750000 Penalty: 2952.810303
	Iteration 19Q: 3 clusters Score -885142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -885142.250000 Penalty: 2952.810303
	Iteration 20F: 3 clusters Score -885142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -885142.250000 Penalty: 2952.810303
	Iteration 21Q: 3 clusters Score -885142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -885143.375000 Penalty: 2952.810303
	Iteration 22Q: 3 clusters Score -885143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -885143.437500 Penalty: 2952.810303
	Iteration 23Q: 3 clusters Score -885143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -885144.562500 Penalty: 2952.810303
	Iteration 24Q: 3 clusters Score -885144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -885143.687500 Penalty: 2952.810303
	Iteration 25Q: 3 clusters Score -885143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -885145.500000 Penalty: 2952.810303
	Iteration 26Q: 3 clusters Score -885145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -885144.687500 Penalty: 2952.810303
	Iteration 27Q: 3 clusters Score -885144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -885144.687500 Penalty: 2952.810303
	Iteration 28F: 3 clusters Score -885144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 2499 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Mstep: Class 48 contains 6328 members 
Entering Unmasked Estep 
Score: -154067952.000000 Penalty: 111104.703125
Splitting cluster 42 changes total score from -154068624.000000 to -154067952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -695211.500000 Penalty: 1441.162842
	Iteration 0F: 2 clusters Score -695211.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -689906.375000 Penalty: 2882.325684
	Iteration 0F: 3 clusters Score -689906.4 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -691588.500000 Penalty: 2882.325684
	Iteration 1F: 3 clusters Score -691588.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -691888.187500 Penalty: 2882.325684
	Iteration 2F: 3 clusters Score -691888.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -692122.937500 Penalty: 2882.325684
	Iteration 3F: 3 clusters Score -692122.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -692339.937500 Penalty: 2882.325684
	Iteration 4F: 3 clusters Score -692339.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -692555.812500 Penalty: 2882.325684
	Iteration 5F: 3 clusters Score -692555.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -692772.687500 Penalty: 2882.325684
	Iteration 6Q: 3 clusters Score -692772.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -692994.812500 Penalty: 2882.325684
	Iteration 7Q: 3 clusters Score -692994.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -693191.437500 Penalty: 2882.325684
	Iteration 8Q: 3 clusters Score -693191.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -693358.375000 Penalty: 2882.325684
	Iteration 9Q: 3 clusters Score -693358.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -693490.562500 Penalty: 2882.325684
	Iteration 10Q: 3 clusters Score -693490.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -693592.750000 Penalty: 2882.325684
	Iteration 11Q: 3 clusters Score -693592.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -693664.312500 Penalty: 2882.325684
	Iteration 12Q: 3 clusters Score -693664.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -693713.562500 Penalty: 2882.325684
	Iteration 13Q: 3 clusters Score -693713.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -693742.687500 Penalty: 2882.325684
	Iteration 14Q: 3 clusters Score -693742.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -693760.125000 Penalty: 2882.325684
	Iteration 15Q: 3 clusters Score -693760.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -693769.812500 Penalty: 2882.325684
	Iteration 16Q: 3 clusters Score -693769.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -693781.750000 Penalty: 2882.325684
	Iteration 17Q: 3 clusters Score -693781.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -693795.625000 Penalty: 2882.325684
	Iteration 18Q: 3 clusters Score -693795.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -693804.187500 Penalty: 2882.325684
	Iteration 19Q: 3 clusters Score -693804.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -693814.437500 Penalty: 2882.325684
	Iteration 20F: 3 clusters Score -693814.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -693826.187500 Penalty: 2882.325684
	Iteration 21Q: 3 clusters Score -693826.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -693833.000000 Penalty: 2882.325684
	Iteration 22Q: 3 clusters Score -693833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -693839.312500 Penalty: 2882.325684
	Iteration 23Q: 3 clusters Score -693839.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -693846.250000 Penalty: 2882.325684
	Iteration 24Q: 3 clusters Score -693846.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -693852.187500 Penalty: 2882.325684
	Iteration 25Q: 3 clusters Score -693852.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -693860.312500 Penalty: 2882.325684
	Iteration 26Q: 3 clusters Score -693860.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -693865.375000 Penalty: 2882.325684
	Iteration 27Q: 3 clusters Score -693865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -693869.437500 Penalty: 2882.325684
	Iteration 28Q: 3 clusters Score -693869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -693871.937500 Penalty: 2882.325684
	Iteration 29Q: 3 clusters Score -693871.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -693878.125000 Penalty: 2882.325684
	Iteration 30Q: 3 clusters Score -693878.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -693882.312500 Penalty: 2882.325684
	Iteration 31Q: 3 clusters Score -693882.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -693885.812500 Penalty: 2882.325684
	Iteration 32Q: 3 clusters Score -693885.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -693888.500000 Penalty: 2882.325684
	Iteration 33Q: 3 clusters Score -693888.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -693893.437500 Penalty: 2882.325684
	Iteration 34Q: 3 clusters Score -693893.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -693895.500000 Penalty: 2882.325684
	Iteration 35Q: 3 clusters Score -693895.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -693897.562500 Penalty: 2882.325684
	Iteration 36Q: 3 clusters Score -693897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -693898.500000 Penalty: 2882.325684
	Iteration 37Q: 3 clusters Score -693898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -693900.562500 Penalty: 2882.325684
	Iteration 38Q: 3 clusters Score -693900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -693901.437500 Penalty: 2882.325684
	Iteration 39Q: 3 clusters Score -693901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -693901.437500 Penalty: 2882.325684
	Iteration 40F: 3 clusters Score -693901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -262373.750000 Penalty: 1285.709229
	Iteration 0F: 2 clusters Score -262373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -259848.796875 Penalty: 2571.418457
	Iteration 0F: 3 clusters Score -259848.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260418.156250 Penalty: 2571.418457
	Iteration 1F: 3 clusters Score -260418.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -260591.359375 Penalty: 2571.418457
	Iteration 2F: 3 clusters Score -260591.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -260773.000000 Penalty: 2571.418457
	Iteration 3F: 3 clusters Score -260773 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -260980.031250 Penalty: 2571.418457
	Iteration 4F: 3 clusters Score -260980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261180.250000 Penalty: 2571.418457
	Iteration 5F: 3 clusters Score -261180.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -261430.968750 Penalty: 2571.418457
	Iteration 6F: 3 clusters Score -261431 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -261700.968750 Penalty: 2571.418457
	Iteration 7F: 3 clusters Score -261701 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -261978.875000 Penalty: 2571.418457
	Iteration 8F: 3 clusters Score -261978.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -262236.500000 Penalty: 2571.418457
	Iteration 9F: 3 clusters Score -262236.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262439.437500 Penalty: 2571.418457
	Iteration 10Q: 3 clusters Score -262439.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -262533.937500 Penalty: 2571.418457
	Iteration 11Q: 3 clusters Score -262533.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -262558.968750 Penalty: 2571.418457
	Iteration 12Q: 3 clusters Score -262559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -262571.187500 Penalty: 2571.418457
	Iteration 13Q: 3 clusters Score -262571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -262577.281250 Penalty: 2571.418457
	Iteration 14Q: 3 clusters Score -262577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -262583.718750 Penalty: 2571.418457
	Iteration 15Q: 3 clusters Score -262583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -262586.625000 Penalty: 2571.418457
	Iteration 16Q: 3 clusters Score -262586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262588.781250 Penalty: 2571.418457
	Iteration 17Q: 3 clusters Score -262588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262589.375000 Penalty: 2571.418457
	Iteration 18Q: 3 clusters Score -262589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262589.375000 Penalty: 2571.418457
	Iteration 19F: 3 clusters Score -262589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 1019 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Mstep: Class 48 contains 1711 members 
Entering Unmasked Estep 
Score: -154067936.000000 Penalty: 111104.703125
Splitting cluster 44 changes total score from -154068624.000000 to -154067936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -984013.937500 Penalty: 1487.074341
	Iteration 0F: 2 clusters Score -984013.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -977281.062500 Penalty: 2974.148682
	Iteration 0F: 3 clusters Score -977281.1 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -979331.062500 Penalty: 2974.148682
	Iteration 1F: 3 clusters Score -979331.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -979547.812500 Penalty: 2974.148682
	Iteration 2F: 3 clusters Score -979547.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -979716.375000 Penalty: 2974.148682
	Iteration 3Q: 3 clusters Score -979716.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -979881.937500 Penalty: 2974.148682
	Iteration 4Q: 3 clusters Score -979881.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -980023.937500 Penalty: 2974.148682
	Iteration 5Q: 3 clusters Score -980023.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -980160.125000 Penalty: 2974.148682
	Iteration 6Q: 3 clusters Score -980160.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -980280.312500 Penalty: 2974.148682
	Iteration 7Q: 3 clusters Score -980280.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -980398.937500 Penalty: 2974.148682
	Iteration 8Q: 3 clusters Score -980398.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -980535.437500 Penalty: 2974.148682
	Iteration 9Q: 3 clusters Score -980535.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -980676.062500 Penalty: 2974.148682
	Iteration 10Q: 3 clusters Score -980676.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -980874.875000 Penalty: 2974.148682
	Iteration 11Q: 3 clusters Score -980874.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -981116.250000 Penalty: 2974.148682
	Iteration 12Q: 3 clusters Score -981116.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -981393.062500 Penalty: 2974.148682
	Iteration 13Q: 3 clusters Score -981393.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -981646.250000 Penalty: 2974.148682
	Iteration 14Q: 3 clusters Score -981646.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -981894.937500 Penalty: 2974.148682
	Iteration 15Q: 3 clusters Score -981894.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -982123.687500 Penalty: 2974.148682
	Iteration 16Q: 3 clusters Score -982123.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -982309.187500 Penalty: 2974.148682
	Iteration 17Q: 3 clusters Score -982309.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -982440.750000 Penalty: 2974.148682
	Iteration 18Q: 3 clusters Score -982440.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -982533.562500 Penalty: 2974.148682
	Iteration 19Q: 3 clusters Score -982533.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -982598.312500 Penalty: 2974.148682
	Iteration 20F: 3 clusters Score -982598.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -982646.812500 Penalty: 2974.148682
	Iteration 21Q: 3 clusters Score -982646.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -982678.437500 Penalty: 2974.148682
	Iteration 22Q: 3 clusters Score -982678.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -982708.750000 Penalty: 2974.148682
	Iteration 23Q: 3 clusters Score -982708.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -982728.750000 Penalty: 2974.148682
	Iteration 24Q: 3 clusters Score -982728.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -982741.500000 Penalty: 2974.148682
	Iteration 25Q: 3 clusters Score -982741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -982747.937500 Penalty: 2974.148682
	Iteration 26Q: 3 clusters Score -982747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -982753.562500 Penalty: 2974.148682
	Iteration 27Q: 3 clusters Score -982753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -982757.875000 Penalty: 2974.148682
	Iteration 28Q: 3 clusters Score -982757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -982764.125000 Penalty: 2974.148682
	Iteration 29Q: 3 clusters Score -982764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -982765.875000 Penalty: 2974.148682
	Iteration 30Q: 3 clusters Score -982765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -982766.500000 Penalty: 2974.148682
	Iteration 31Q: 3 clusters Score -982766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -982768.375000 Penalty: 2974.148682
	Iteration 32Q: 3 clusters Score -982768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -982768.375000 Penalty: 2974.148682
	Iteration 33F: 3 clusters Score -982768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -672933.062500 Penalty: 1430.702881
	Iteration 0F: 2 clusters Score -672933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -667878.375000 Penalty: 2861.405762
	Iteration 0F: 3 clusters Score -667878.4 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -669299.750000 Penalty: 2861.405762
	Iteration 1F: 3 clusters Score -669299.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -669493.750000 Penalty: 2861.405762
	Iteration 2F: 3 clusters Score -669493.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -669641.125000 Penalty: 2861.405762
	Iteration 3F: 3 clusters Score -669641.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -669751.625000 Penalty: 2861.405762
	Iteration 4Q: 3 clusters Score -669751.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -669879.187500 Penalty: 2861.405762
	Iteration 5Q: 3 clusters Score -669879.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -669978.437500 Penalty: 2861.405762
	Iteration 6Q: 3 clusters Score -669978.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -670077.687500 Penalty: 2861.405762
	Iteration 7Q: 3 clusters Score -670077.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -670170.250000 Penalty: 2861.405762
	Iteration 8Q: 3 clusters Score -670170.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -670252.000000 Penalty: 2861.405762
	Iteration 9Q: 3 clusters Score -670252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -670317.125000 Penalty: 2861.405762
	Iteration 10Q: 3 clusters Score -670317.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -670378.312500 Penalty: 2861.405762
	Iteration 11Q: 3 clusters Score -670378.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -670444.875000 Penalty: 2861.405762
	Iteration 12Q: 3 clusters Score -670444.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -670501.312500 Penalty: 2861.405762
	Iteration 13Q: 3 clusters Score -670501.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -670548.187500 Penalty: 2861.405762
	Iteration 14Q: 3 clusters Score -670548.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -670592.125000 Penalty: 2861.405762
	Iteration 15Q: 3 clusters Score -670592.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -670631.437500 Penalty: 2861.405762
	Iteration 16Q: 3 clusters Score -670631.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -670670.312500 Penalty: 2861.405762
	Iteration 17Q: 3 clusters Score -670670.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -670706.187500 Penalty: 2861.405762
	Iteration 18Q: 3 clusters Score -670706.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -670739.562500 Penalty: 2861.405762
	Iteration 19Q: 3 clusters Score -670739.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -670777.750000 Penalty: 2861.405762
	Iteration 20F: 3 clusters Score -670777.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -670822.437500 Penalty: 2861.405762
	Iteration 21Q: 3 clusters Score -670822.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -670867.812500 Penalty: 2861.405762
	Iteration 22Q: 3 clusters Score -670867.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -670916.375000 Penalty: 2861.405762
	Iteration 23Q: 3 clusters Score -670916.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -670959.312500 Penalty: 2861.405762
	Iteration 24Q: 3 clusters Score -670959.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -671003.937500 Penalty: 2861.405762
	Iteration 25Q: 3 clusters Score -671003.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -671059.312500 Penalty: 2861.405762
	Iteration 26Q: 3 clusters Score -671059.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -671114.062500 Penalty: 2861.405762
	Iteration 27Q: 3 clusters Score -671114.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -671156.687500 Penalty: 2861.405762
	Iteration 28Q: 3 clusters Score -671156.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -671200.000000 Penalty: 2861.405762
	Iteration 29Q: 3 clusters Score -671200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -671244.500000 Penalty: 2861.405762
	Iteration 30Q: 3 clusters Score -671244.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -671292.562500 Penalty: 2861.405762
	Iteration 31Q: 3 clusters Score -671292.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -671336.625000 Penalty: 2861.405762
	Iteration 32Q: 3 clusters Score -671336.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -671376.625000 Penalty: 2861.405762
	Iteration 33Q: 3 clusters Score -671376.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -671411.750000 Penalty: 2861.405762
	Iteration 34Q: 3 clusters Score -671411.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -671441.562500 Penalty: 2861.405762
	Iteration 35Q: 3 clusters Score -671441.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -671469.000000 Penalty: 2861.405762
	Iteration 36Q: 3 clusters Score -671469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -671501.312500 Penalty: 2861.405762
	Iteration 37Q: 3 clusters Score -671501.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -671535.000000 Penalty: 2861.405762
	Iteration 38Q: 3 clusters Score -671535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -671573.562500 Penalty: 2861.405762
	Iteration 39Q: 3 clusters Score -671573.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -671607.250000 Penalty: 2861.405762
	Iteration 40F: 3 clusters Score -671607.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -671636.812500 Penalty: 2861.405762
	Iteration 41Q: 3 clusters Score -671636.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -671662.437500 Penalty: 2861.405762
	Iteration 42Q: 3 clusters Score -671662.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -671689.000000 Penalty: 2861.405762
	Iteration 43Q: 3 clusters Score -671689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -671713.937500 Penalty: 2861.405762
	Iteration 44Q: 3 clusters Score -671713.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -671741.000000 Penalty: 2861.405762
	Iteration 45Q: 3 clusters Score -671741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -671756.250000 Penalty: 2861.405762
	Iteration 46Q: 3 clusters Score -671756.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -671774.000000 Penalty: 2861.405762
	Iteration 47Q: 3 clusters Score -671774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -671787.125000 Penalty: 2861.405762
	Iteration 48Q: 3 clusters Score -671787.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -671799.187500 Penalty: 2861.405762
	Iteration 49Q: 3 clusters Score -671799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -671811.187500 Penalty: 2861.405762
	Iteration 50Q: 3 clusters Score -671811.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -671823.812500 Penalty: 2861.405762
	Iteration 51Q: 3 clusters Score -671823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -671834.625000 Penalty: 2861.405762
	Iteration 52Q: 3 clusters Score -671834.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -671842.562500 Penalty: 2861.405762
	Iteration 53Q: 3 clusters Score -671842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -671848.812500 Penalty: 2861.405762
	Iteration 54Q: 3 clusters Score -671848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -671850.437500 Penalty: 2861.405762
	Iteration 55Q: 3 clusters Score -671850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -671852.812500 Penalty: 2861.405762
	Iteration 56Q: 3 clusters Score -671852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -671854.062500 Penalty: 2861.405762
	Iteration 57Q: 3 clusters Score -671854.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -671862.125000 Penalty: 2861.405762
	Iteration 58Q: 3 clusters Score -671862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -671864.187500 Penalty: 2861.405762
	Iteration 59Q: 3 clusters Score -671864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -671868.125000 Penalty: 2861.405762
	Iteration 60F: 3 clusters Score -671868.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -671874.187500 Penalty: 2861.405762
	Iteration 61Q: 3 clusters Score -671874.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -671881.812500 Penalty: 2861.405762
	Iteration 62Q: 3 clusters Score -671881.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -671892.750000 Penalty: 2861.405762
	Iteration 63Q: 3 clusters Score -671892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -671899.000000 Penalty: 2861.405762
	Iteration 64Q: 3 clusters Score -671899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -671907.500000 Penalty: 2861.405762
	Iteration 65Q: 3 clusters Score -671907.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -671914.500000 Penalty: 2861.405762
	Iteration 66Q: 3 clusters Score -671914.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -671917.875000 Penalty: 2861.405762
	Iteration 67Q: 3 clusters Score -671917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -671921.625000 Penalty: 2861.405762
	Iteration 68Q: 3 clusters Score -671921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -671923.500000 Penalty: 2861.405762
	Iteration 69Q: 3 clusters Score -671923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -671924.812500 Penalty: 2861.405762
	Iteration 70Q: 3 clusters Score -671924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -671926.125000 Penalty: 2861.405762
	Iteration 71Q: 3 clusters Score -671926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -671927.375000 Penalty: 2861.405762
	Iteration 72Q: 3 clusters Score -671927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -671928.125000 Penalty: 2861.405762
	Iteration 73Q: 3 clusters Score -671928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -671929.187500 Penalty: 2861.405762
	Iteration 74Q: 3 clusters Score -671929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -671933.000000 Penalty: 2861.405762
	Iteration 75Q: 3 clusters Score -671933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -671936.062500 Penalty: 2861.405762
	Iteration 76Q: 3 clusters Score -671936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -671937.750000 Penalty: 2861.405762
	Iteration 77Q: 3 clusters Score -671937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -671937.875000 Penalty: 2861.405762
	Iteration 78Q: 3 clusters Score -671937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -671939.812500 Penalty: 2861.405762
	Iteration 79Q: 3 clusters Score -671939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -671940.562500 Penalty: 2861.405762
	Iteration 80F: 3 clusters Score -671940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -671943.750000 Penalty: 2861.405762
	Iteration 81Q: 3 clusters Score -671943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -671944.875000 Penalty: 2861.405762
	Iteration 82Q: 3 clusters Score -671944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -671945.500000 Penalty: 2861.405762
	Iteration 83Q: 3 clusters Score -671945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -671946.500000 Penalty: 2861.405762
	Iteration 84Q: 3 clusters Score -671946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -671947.062500 Penalty: 2861.405762
	Iteration 85Q: 3 clusters Score -671947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -671947.437500 Penalty: 2861.405762
	Iteration 86Q: 3 clusters Score -671947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -671947.625000 Penalty: 2861.405762
	Iteration 87Q: 3 clusters Score -671947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -671948.312500 Penalty: 2861.405762
	Iteration 88Q: 3 clusters Score -671948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -671947.625000 Penalty: 2861.405762
	Iteration 89Q: 3 clusters Score -671947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -671947.625000 Penalty: 2861.405762
	Iteration 90F: 3 clusters Score -671947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Entering Unmasked Estep 
Score: -357378.250000 Penalty: 1333.569946
	Iteration 0F: 2 clusters Score -357378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -354238.906250 Penalty: 2667.139893
	Iteration 0F: 3 clusters Score -354238.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -355005.156250 Penalty: 2667.139893
	Iteration 1F: 3 clusters Score -355005.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -355169.687500 Penalty: 2667.139893
	Iteration 2F: 3 clusters Score -355169.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -355308.468750 Penalty: 2667.139893
	Iteration 3F: 3 clusters Score -355308.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -355462.156250 Penalty: 2667.139893
	Iteration 4F: 3 clusters Score -355462.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -355671.468750 Penalty: 2667.139893
	Iteration 5F: 3 clusters Score -355671.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355899.812500 Penalty: 2667.139893
	Iteration 6F: 3 clusters Score -355899.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -356147.312500 Penalty: 2667.139893
	Iteration 7F: 3 clusters Score -356147.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -356421.968750 Penalty: 2667.139893
	Iteration 8F: 3 clusters Score -356422 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356661.312500 Penalty: 2667.139893
	Iteration 9F: 3 clusters Score -356661.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -356849.718750 Penalty: 2667.139893
	Iteration 10Q: 3 clusters Score -356849.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356990.000000 Penalty: 2667.139893
	Iteration 11Q: 3 clusters Score -356990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -357072.000000 Penalty: 2667.139893
	Iteration 12Q: 3 clusters Score -357072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -357117.093750 Penalty: 2667.139893
	Iteration 13Q: 3 clusters Score -357117.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -357144.625000 Penalty: 2667.139893
	Iteration 14Q: 3 clusters Score -357144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -357155.093750 Penalty: 2667.139893
	Iteration 15Q: 3 clusters Score -357155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -357159.281250 Penalty: 2667.139893
	Iteration 16Q: 3 clusters Score -357159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -357161.156250 Penalty: 2667.139893
	Iteration 17Q: 3 clusters Score -357161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -357161.156250 Penalty: 2667.139893
	Iteration 18Q: 3 clusters Score -357161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -357161.625000 Penalty: 2667.139893
	Iteration 19Q: 3 clusters Score -357161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -357162.968750 Penalty: 2667.139893
	Iteration 20F: 3 clusters Score -357163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -357162.500000 Penalty: 2667.139893
	Iteration 21Q: 3 clusters Score -357162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -357163.125000 Penalty: 2667.139893
	Iteration 22Q: 3 clusters Score -357163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -357163.625000 Penalty: 2667.139893
	Iteration 23Q: 3 clusters Score -357163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -357164.031250 Penalty: 2667.139893
	Iteration 24Q: 3 clusters Score -357164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -357164.656250 Penalty: 2667.139893
	Iteration 25Q: 3 clusters Score -357164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -357164.843750 Penalty: 2667.139893
	Iteration 26Q: 3 clusters Score -357164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -357164.843750 Penalty: 2667.139893
	Iteration 27F: 3 clusters Score -357164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192114 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168250 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4367 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 54131 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155606 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 239Q: 48 clusters Score -1.540687e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112847 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192121 members 
Mstep: Class 10 contains 15532 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72732 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168255 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81706 members 
Mstep: Class 19 contains 116579 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 38331 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4368 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 54130 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11705 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155598 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2226 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2029 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068576.000000 Penalty: 108790.023438
Iteration 240F: 48 clusters Score -1.540686e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112845 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192127 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72730 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168255 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81704 members 
Mstep: Class 19 contains 116578 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 54128 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11706 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155597 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9423 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068592.000000 Penalty: 108790.023438
Iteration 241Q: 48 clusters Score -1.540686e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112846 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32172 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192129 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72729 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168249 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81701 members 
Mstep: Class 19 contains 116577 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 54128 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11707 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155601 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9424 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068576.000000 Penalty: 108790.023438
Iteration 242Q: 48 clusters Score -1.540686e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112848 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192131 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72730 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168244 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81699 members 
Mstep: Class 19 contains 116579 members 
Mstep: Class 20 contains 6890 members 
Mstep: Class 21 contains 38331 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54128 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155603 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9423 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068640.000000 Penalty: 108790.023438
Iteration 243Q: 48 clusters Score -1.540686e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112846 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32179 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192132 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72729 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168241 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81698 members 
Mstep: Class 19 contains 116578 members 
Mstep: Class 20 contains 6890 members 
Mstep: Class 21 contains 38330 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54128 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30503 members 
Mstep: Class 36 contains 155608 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9423 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 244Q: 48 clusters Score -1.540687e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112843 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 32180 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192139 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72728 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168238 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81692 members 
Mstep: Class 19 contains 116578 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 38330 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54128 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30504 members 
Mstep: Class 36 contains 155610 members 
Mstep: Class 37 contains 8944 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9423 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 245Q: 48 clusters Score -1.540687e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112839 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 32179 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192151 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72727 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168230 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81688 members 
Mstep: Class 19 contains 116578 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 38328 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97631 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54128 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30505 members 
Mstep: Class 36 contains 155618 members 
Mstep: Class 37 contains 8945 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9422 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068624.000000 Penalty: 108790.023438
Iteration 246Q: 48 clusters Score -1.540686e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112838 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 32179 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192155 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72728 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168234 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81685 members 
Mstep: Class 19 contains 116574 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 38326 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30505 members 
Mstep: Class 36 contains 155615 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9421 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 247Q: 48 clusters Score -1.540687e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112840 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192156 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72726 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168244 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65424 members 
Mstep: Class 18 contains 81683 members 
Mstep: Class 19 contains 116572 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 38325 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155603 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9424 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 248Q: 48 clusters Score -1.540687e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112840 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192166 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168248 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65423 members 
Mstep: Class 18 contains 81682 members 
Mstep: Class 19 contains 116571 members 
Mstep: Class 20 contains 6897 members 
Mstep: Class 21 contains 38324 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97633 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155593 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9426 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 249Q: 48 clusters Score -1.540687e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112838 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192168 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168252 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81681 members 
Mstep: Class 19 contains 116572 members 
Mstep: Class 20 contains 6898 members 
Mstep: Class 21 contains 38325 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155582 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1566 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9431 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068560.000000 Penalty: 108790.023438
Iteration 250Q: 48 clusters Score -1.540686e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112837 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192174 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72722 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168252 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81677 members 
Mstep: Class 19 contains 116570 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 38327 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155582 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9432 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068608.000000 Penalty: 108790.023438
Iteration 251Q: 48 clusters Score -1.540686e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112836 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192181 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72721 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168244 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81674 members 
Mstep: Class 19 contains 116569 members 
Mstep: Class 20 contains 6902 members 
Mstep: Class 21 contains 38330 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155584 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1568 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9433 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068560.000000 Penalty: 108790.023438
Iteration 252Q: 48 clusters Score -1.540686e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112834 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 31789 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192190 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72720 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168239 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81673 members 
Mstep: Class 19 contains 116566 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 38328 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11709 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155583 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1568 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9437 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 253Q: 48 clusters Score -1.540687e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112832 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192193 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72721 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 168233 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81671 members 
Mstep: Class 19 contains 116566 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 38324 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30506 members 
Mstep: Class 36 contains 155586 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9445 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068592.000000 Penalty: 108790.023438
Iteration 254Q: 48 clusters Score -1.540686e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112831 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72722 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168219 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81668 members 
Mstep: Class 19 contains 116566 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30507 members 
Mstep: Class 36 contains 155601 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2729 members 
Mstep: Class 45 contains 9450 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068592.000000 Penalty: 108790.023438
Iteration 255Q: 48 clusters Score -1.540686e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112829 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32171 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15524 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168198 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81667 members 
Mstep: Class 19 contains 116566 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 38321 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97639 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30508 members 
Mstep: Class 36 contains 155621 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1570 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9452 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068560.000000 Penalty: 108790.023438
Iteration 256Q: 48 clusters Score -1.540686e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112830 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192191 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72721 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168183 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81666 members 
Mstep: Class 19 contains 116569 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 38319 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2721 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30509 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1569 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2730 members 
Mstep: Class 45 contains 9454 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068592.000000 Penalty: 108790.023438
Iteration 257Q: 48 clusters Score -1.540686e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112831 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192191 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168177 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81664 members 
Mstep: Class 19 contains 116569 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 38319 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2720 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1567 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2732 members 
Mstep: Class 45 contains 9455 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068528.000000 Penalty: 108790.023438
Iteration 258Q: 48 clusters Score -1.540685e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112829 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192194 members 
Mstep: Class 10 contains 15530 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72717 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168168 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81666 members 
Mstep: Class 19 contains 116569 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 38317 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26569 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2719 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155645 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2733 members 
Mstep: Class 45 contains 9457 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068528.000000 Penalty: 108790.023438
Iteration 259Q: 48 clusters Score -1.540685e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112828 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192197 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72715 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168153 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65422 members 
Mstep: Class 18 contains 81666 members 
Mstep: Class 19 contains 116570 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 38318 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155662 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2228 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2734 members 
Mstep: Class 45 contains 9455 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068592.000000 Penalty: 108790.023438
Iteration 260F: 48 clusters Score -1.540686e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32179 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192205 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72715 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168142 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81664 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 38316 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4953 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2717 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155671 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2735 members 
Mstep: Class 45 contains 9453 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 261Q: 48 clusters Score -1.540687e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192207 members 
Mstep: Class 10 contains 15527 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72715 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168134 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81664 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 38317 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2715 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155678 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9450 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 262Q: 48 clusters Score -1.540687e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31786 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192208 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72712 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168129 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81663 members 
Mstep: Class 19 contains 116567 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 38316 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2711 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155685 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2739 members 
Mstep: Class 45 contains 9447 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 263Q: 48 clusters Score -1.540687e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72712 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168127 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81663 members 
Mstep: Class 19 contains 116567 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 38316 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2711 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2733 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155683 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9450 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068672.000000 Penalty: 108790.023438
Iteration 264Q: 48 clusters Score -1.540687e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192205 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72712 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168121 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81662 members 
Mstep: Class 19 contains 116567 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 38315 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2711 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2732 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155690 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2238 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2741 members 
Mstep: Class 45 contains 9452 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 265Q: 48 clusters Score -1.540687e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9323 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15526 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72711 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81662 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 38310 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26569 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155697 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2243 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2741 members 
Mstep: Class 45 contains 9454 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068656.000000 Penalty: 108790.023438
Iteration 266Q: 48 clusters Score -1.540687e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192205 members 
Mstep: Class 10 contains 15523 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72711 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168116 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81664 members 
Mstep: Class 19 contains 116566 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 38307 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26571 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155700 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2250 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2740 members 
Mstep: Class 45 contains 9455 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 267Q: 48 clusters Score -1.540687e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15522 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72711 members 
Mstep: Class 13 contains 1907 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168115 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81664 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26571 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155697 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2252 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8827 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2740 members 
Mstep: Class 45 contains 9458 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 268Q: 48 clusters Score -1.540687e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32188 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15517 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72709 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81665 members 
Mstep: Class 19 contains 116567 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26570 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155693 members 
Mstep: Class 37 contains 8946 members 
Mstep: Class 38 contains 2254 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8828 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2740 members 
Mstep: Class 45 contains 9459 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068688.000000 Penalty: 108790.023438
Iteration 269Q: 48 clusters Score -1.540687e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28965 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32191 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192207 members 
Mstep: Class 10 contains 15513 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72709 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65421 members 
Mstep: Class 18 contains 81660 members 
Mstep: Class 19 contains 116567 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4365 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26569 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30510 members 
Mstep: Class 36 contains 155690 members 
Mstep: Class 37 contains 8947 members 
Mstep: Class 38 contains 2257 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8830 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2740 members 
Mstep: Class 45 contains 9461 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068704.000000 Penalty: 108790.023438
Iteration 270Q: 48 clusters Score -1.540687e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28964 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32189 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192210 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72709 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65420 members 
Mstep: Class 18 contains 81658 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6912 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11710 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155685 members 
Mstep: Class 37 contains 8948 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8831 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2740 members 
Mstep: Class 45 contains 9466 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 271Q: 48 clusters Score -1.540688e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28962 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32188 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192210 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72710 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168112 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65420 members 
Mstep: Class 18 contains 81658 members 
Mstep: Class 19 contains 116569 members 
Mstep: Class 20 contains 6913 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155689 members 
Mstep: Class 37 contains 8950 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8831 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2739 members 
Mstep: Class 45 contains 9468 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068832.000000 Penalty: 108790.023438
Iteration 272Q: 48 clusters Score -1.540688e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28961 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192212 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72710 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168111 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65420 members 
Mstep: Class 18 contains 81658 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 38309 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97638 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11712 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155688 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2738 members 
Mstep: Class 45 contains 9470 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 273Q: 48 clusters Score -1.540688e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28961 members 
Mstep: Class 3 contains 112828 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192210 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168109 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65420 members 
Mstep: Class 18 contains 81657 members 
Mstep: Class 19 contains 116568 members 
Mstep: Class 20 contains 6921 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26565 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11714 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155689 members 
Mstep: Class 37 contains 8952 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2738 members 
Mstep: Class 45 contains 9472 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 274Q: 48 clusters Score -1.540689e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112828 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31788 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5108 members 
Mstep: Class 9 contains 192212 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72708 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168112 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81657 members 
Mstep: Class 19 contains 116567 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 38306 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26565 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11716 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155683 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2738 members 
Mstep: Class 45 contains 9473 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 275Q: 48 clusters Score -1.540688e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31790 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192211 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72709 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168114 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116565 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 38306 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26565 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11716 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155683 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2261 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7104 members 
Mstep: Class 44 contains 2738 members 
Mstep: Class 45 contains 9474 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 108790.023438
Iteration 276Q: 48 clusters Score -1.540689e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192209 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168115 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 6931 members 
Mstep: Class 21 contains 38306 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26566 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11717 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155680 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7105 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 108790.023438
Iteration 277Q: 48 clusters Score -1.540689e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32184 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72705 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26565 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155677 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7106 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068976.000000 Penalty: 108790.023438
Iteration 278Q: 48 clusters Score -1.54069e+08 nChanged 24
Entering ConstructFrom: 
Score: -154068976.000000 Penalty: 108790.023438
Entering ConstructFrom: 
Trying to split cluster 1 (10333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Entering Unmasked Estep 
Score: -1079977.125000 Penalty: 1502.003418
	Iteration 0F: 2 clusters Score -1079977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1072645.000000 Penalty: 3004.006836
	Iteration 0F: 3 clusters Score -1072645 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1075144.625000 Penalty: 3004.006836
	Iteration 1F: 3 clusters Score -1075145 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1075560.250000 Penalty: 3004.006836
	Iteration 2F: 3 clusters Score -1075560 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1076037.000000 Penalty: 3004.006836
	Iteration 3F: 3 clusters Score -1076037 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1076583.625000 Penalty: 3004.006836
	Iteration 4F: 3 clusters Score -1076584 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1077147.375000 Penalty: 3004.006836
	Iteration 5F: 3 clusters Score -1077147 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1077744.125000 Penalty: 3004.006836
	Iteration 6F: 3 clusters Score -1077744 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1078215.875000 Penalty: 3004.006836
	Iteration 7F: 3 clusters Score -1078216 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1078494.125000 Penalty: 3004.006836
	Iteration 8Q: 3 clusters Score -1078494 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1078669.000000 Penalty: 3004.006836
	Iteration 9Q: 3 clusters Score -1078669 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1078799.625000 Penalty: 3004.006836
	Iteration 10Q: 3 clusters Score -1078800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1078898.000000 Penalty: 3004.006836
	Iteration 11Q: 3 clusters Score -1078898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1078977.000000 Penalty: 3004.006836
	Iteration 12Q: 3 clusters Score -1078977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1079029.125000 Penalty: 3004.006836
	Iteration 13Q: 3 clusters Score -1079029 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1079062.125000 Penalty: 3004.006836
	Iteration 14Q: 3 clusters Score -1079062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1079094.375000 Penalty: 3004.006836
	Iteration 15Q: 3 clusters Score -1079094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1079115.500000 Penalty: 3004.006836
	Iteration 16Q: 3 clusters Score -1079116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1079138.750000 Penalty: 3004.006836
	Iteration 17Q: 3 clusters Score -1079139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1079160.125000 Penalty: 3004.006836
	Iteration 18Q: 3 clusters Score -1079160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1079168.750000 Penalty: 3004.006836
	Iteration 19Q: 3 clusters Score -1079169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1079175.500000 Penalty: 3004.006836
	Iteration 20F: 3 clusters Score -1079176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1079179.625000 Penalty: 3004.006836
	Iteration 21Q: 3 clusters Score -1079180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1079185.000000 Penalty: 3004.006836
	Iteration 22Q: 3 clusters Score -1079185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1079187.750000 Penalty: 3004.006836
	Iteration 23Q: 3 clusters Score -1079188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1079188.750000 Penalty: 3004.006836
	Iteration 24Q: 3 clusters Score -1079189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1079188.750000 Penalty: 3004.006836
	Iteration 25Q: 3 clusters Score -1079189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1079188.125000 Penalty: 3004.006836
	Iteration 26Q: 3 clusters Score -1079188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1079188.750000 Penalty: 3004.006836
	Iteration 27Q: 3 clusters Score -1079189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1079189.750000 Penalty: 3004.006836
	Iteration 28Q: 3 clusters Score -1079190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1079189.125000 Penalty: 3004.006836
	Iteration 29Q: 3 clusters Score -1079189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1079190.875000 Penalty: 3004.006836
	Iteration 30Q: 3 clusters Score -1079191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1079188.375000 Penalty: 3004.006836
	Iteration 31Q: 3 clusters Score -1079188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1079188.375000 Penalty: 3004.006836
	Iteration 32F: 3 clusters Score -1079188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Entering Unmasked Estep 
Score: -3003080.250000 Penalty: 1669.471558
	Iteration 0F: 2 clusters Score -3003080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2983511.500000 Penalty: 3338.943115
	Iteration 0F: 3 clusters Score -2983512 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2991184.000000 Penalty: 3338.943115
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Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2992751 nChanged 1757
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2994977 nChanged 1778
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Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2996341 nChanged 1688
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Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2997696 nChanged 1377
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Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2998628 nChanged 986
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Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2999140 nChanged 674
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2999420 nChanged 495
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Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2999580 nChanged 377
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2999711 nChanged 309
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Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2999809 nChanged 265
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Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2999872 nChanged 243
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Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2999952 nChanged 265
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3000026 nChanged 253
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Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3000103 nChanged 254
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3000175 nChanged 265
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Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3000267 nChanged 255
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Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3000348 nChanged 220
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Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3000444 nChanged 218
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Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3000560 nChanged 217
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Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3000654 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3000747 nChanged 206
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3000887 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3001012 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3001177 nChanged 191
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Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3001302 nChanged 174
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Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25311 members 
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	Iteration 29Q: 3 clusters Score -3001386 nChanged 165
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Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3001459 nChanged 145
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Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3001522 nChanged 131
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Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3001562 nChanged 91
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Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 25719 members 
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	Iteration 33Q: 3 clusters Score -3001586 nChanged 77
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Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25788 members 
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	Iteration 34Q: 3 clusters Score -3001599 nChanged 56
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Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3001611 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3001632 nChanged 56
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3001643 nChanged 50
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Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3001653 nChanged 38
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Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3001658 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3001668 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3001681 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3001682 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3001683 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3001693 nChanged 25
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Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 26229 members 
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	Iteration 45Q: 3 clusters Score -3001699 nChanged 37
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Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3001697 nChanged 31
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Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26293 members 
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	Iteration 47Q: 3 clusters Score -3001711 nChanged 32
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Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3001714 nChanged 27
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Mstep: Class 1 contains 2612 members 
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Entering Unmasked Estep 
Score: -3001718.250000 Penalty: 3338.943115
	Iteration 49Q: 3 clusters Score -3001718 nChanged 26
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Mstep: Class 1 contains 2590 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3001729 nChanged 27
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 26395 members 
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	Iteration 51Q: 3 clusters Score -3001726 nChanged 20
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Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26415 members 
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	Iteration 52Q: 3 clusters Score -3001730 nChanged 17
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26432 members 
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	Iteration 53Q: 3 clusters Score -3001730 nChanged 6
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Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 26438 members 
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	Iteration 54Q: 3 clusters Score -3001732 nChanged 8
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Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 26446 members 
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	Iteration 55Q: 3 clusters Score -3001737 nChanged 13
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Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 26459 members 
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	Iteration 56Q: 3 clusters Score -3001742 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 26471 members 
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	Iteration 57Q: 3 clusters Score -3001742 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3001748 nChanged 13
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Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26501 members 
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	Iteration 59Q: 3 clusters Score -3001750 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26513 members 
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	Iteration 60F: 3 clusters Score -3001746 nChanged 17
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Mstep: Class 1 contains 2430 members 
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	Iteration 61Q: 3 clusters Score -3001744 nChanged 24
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Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 26552 members 
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	Iteration 62Q: 3 clusters Score -3001746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 26571 members 
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	Iteration 63Q: 3 clusters Score -3001753 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26593 members 
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	Iteration 64Q: 3 clusters Score -3001757 nChanged 19
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Mstep: Class 1 contains 2350 members 
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	Iteration 65Q: 3 clusters Score -3001761 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2328 members 
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	Iteration 66Q: 3 clusters Score -3001766 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 26651 members 
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	Iteration 67Q: 3 clusters Score -3001768 nChanged 25
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3001775 nChanged 25
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Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3001781 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 26721 members 
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	Iteration 70Q: 3 clusters Score -3001787 nChanged 22
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Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26739 members 
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	Iteration 71Q: 3 clusters Score -3001793 nChanged 25
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Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26760 members 
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	Iteration 72Q: 3 clusters Score -3001800 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3001804 nChanged 18
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Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26799 members 
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	Iteration 74Q: 3 clusters Score -3001804 nChanged 18
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 26817 members 
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	Iteration 75Q: 3 clusters Score -3001809 nChanged 19
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Mstep: Class 1 contains 2130 members 
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	Iteration 76Q: 3 clusters Score -3001814 nChanged 14
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26840 members 
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	Iteration 77Q: 3 clusters Score -3001818 nChanged 10
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Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 26850 members 
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Score: -3001821.500000 Penalty: 3338.943115
	Iteration 78Q: 3 clusters Score -3001822 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26864 members 
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	Iteration 79Q: 3 clusters Score -3001825 nChanged 16
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Mstep: Class 1 contains 2080 members 
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	Iteration 80F: 3 clusters Score -3001826 nChanged 13
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Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3001831.000000 Penalty: 3338.943115
	Iteration 81Q: 3 clusters Score -3001831 nChanged 16
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Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26909 members 
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	Iteration 82Q: 3 clusters Score -3001832 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3001833.000000 Penalty: 3338.943115
	Iteration 83Q: 3 clusters Score -3001833 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
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Entering Unmasked Estep 
Score: -3001838.250000 Penalty: 3338.943115
	Iteration 84Q: 3 clusters Score -3001838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3001841 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3001840 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3001842.250000 Penalty: 3338.943115
	Iteration 87Q: 3 clusters Score -3001842 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3001845.250000 Penalty: 3338.943115
	Iteration 88Q: 3 clusters Score -3001845 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26992 members 
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	Iteration 89Q: 3 clusters Score -3001841 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27001 members 
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	Iteration 90Q: 3 clusters Score -3001845 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3001850 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3001855.750000 Penalty: 3338.943115
	Iteration 92Q: 3 clusters Score -3001856 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3001854.750000 Penalty: 3338.943115
	Iteration 93Q: 3 clusters Score -3001855 nChanged 6
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Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3001852.750000 Penalty: 3338.943115
	Iteration 94Q: 3 clusters Score -3001853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3001851.750000 Penalty: 3338.943115
	Iteration 95Q: 3 clusters Score -3001852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3001850.500000 Penalty: 3338.943115
	Iteration 96Q: 3 clusters Score -3001850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3001849.500000 Penalty: 3338.943115
	Iteration 97Q: 3 clusters Score -3001850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3001849.500000 Penalty: 3338.943115
	Iteration 98Q: 3 clusters Score -3001850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3001849.500000 Penalty: 3338.943115
	Iteration 99F: 3 clusters Score -3001850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112826 members 
Entering Unmasked Estep 
Score: -11816151.000000 Penalty: 1890.460327
	Iteration 0F: 2 clusters Score -1.181615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -11741020.000000 Penalty: 3780.920654
	Iteration 0F: 3 clusters Score -1.174102e+07 nChanged 54054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -11773299.000000 Penalty: 3780.920654
	Iteration 1F: 3 clusters Score -1.17733e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -11775816.000000 Penalty: 3780.920654
	Iteration 2Q: 3 clusters Score -1.177582e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -11779233.000000 Penalty: 3780.920654
	Iteration 3F: 3 clusters Score -1.177923e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -11783077.000000 Penalty: 3780.920654
	Iteration 4F: 3 clusters Score -1.178308e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -11787511.000000 Penalty: 3780.920654
	Iteration 5F: 3 clusters Score -1.178751e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -11792054.000000 Penalty: 3780.920654
	Iteration 6F: 3 clusters Score -1.179205e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -11796272.000000 Penalty: 3780.920654
	Iteration 7F: 3 clusters Score -1.179627e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -11799701.000000 Penalty: 3780.920654
	Iteration 8F: 3 clusters Score -1.17997e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -11801901.000000 Penalty: 3780.920654
	Iteration 9Q: 3 clusters Score -1.18019e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -11803176.000000 Penalty: 3780.920654
	Iteration 10Q: 3 clusters Score -1.180318e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -11804183.000000 Penalty: 3780.920654
	Iteration 11Q: 3 clusters Score -1.180418e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -11805148.000000 Penalty: 3780.920654
	Iteration 12Q: 3 clusters Score -1.180515e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -11805948.000000 Penalty: 3780.920654
	Iteration 13Q: 3 clusters Score -1.180595e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -11806760.000000 Penalty: 3780.920654
	Iteration 14Q: 3 clusters Score -1.180676e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -11807552.000000 Penalty: 3780.920654
	Iteration 15Q: 3 clusters Score -1.180755e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -11808501.000000 Penalty: 3780.920654
	Iteration 16Q: 3 clusters Score -1.18085e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -11809107.000000 Penalty: 3780.920654
	Iteration 17Q: 3 clusters Score -1.180911e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -11809620.000000 Penalty: 3780.920654
	Iteration 18Q: 3 clusters Score -1.180962e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -11810265.000000 Penalty: 3780.920654
	Iteration 19Q: 3 clusters Score -1.181026e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -11810932.000000 Penalty: 3780.920654
	Iteration 20F: 3 clusters Score -1.181093e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -11811501.000000 Penalty: 3780.920654
	Iteration 21Q: 3 clusters Score -1.18115e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -11812012.000000 Penalty: 3780.920654
	Iteration 22Q: 3 clusters Score -1.181201e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -11812606.000000 Penalty: 3780.920654
	Iteration 23Q: 3 clusters Score -1.181261e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -11813053.000000 Penalty: 3780.920654
	Iteration 24Q: 3 clusters Score -1.181305e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -11813514.000000 Penalty: 3780.920654
	Iteration 25Q: 3 clusters Score -1.181351e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -11813926.000000 Penalty: 3780.920654
	Iteration 26Q: 3 clusters Score -1.181393e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -11814407.000000 Penalty: 3780.920654
	Iteration 27Q: 3 clusters Score -1.181441e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -11814904.000000 Penalty: 3780.920654
	Iteration 28Q: 3 clusters Score -1.18149e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -11815375.000000 Penalty: 3780.920654
	Iteration 29Q: 3 clusters Score -1.181538e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -11815609.000000 Penalty: 3780.920654
	Iteration 30Q: 3 clusters Score -1.181561e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -11815924.000000 Penalty: 3780.920654
	Iteration 31Q: 3 clusters Score -1.181592e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -11816113.000000 Penalty: 3780.920654
	Iteration 32Q: 3 clusters Score -1.181611e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -11816238.000000 Penalty: 3780.920654
	Iteration 33Q: 3 clusters Score -1.181624e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -11816279.000000 Penalty: 3780.920654
	Iteration 34Q: 3 clusters Score -1.181628e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -11816311.000000 Penalty: 3780.920654
	Iteration 35Q: 3 clusters Score -1.181631e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -11816358.000000 Penalty: 3780.920654
	Iteration 36Q: 3 clusters Score -1.181636e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -11816429.000000 Penalty: 3780.920654
	Iteration 37Q: 3 clusters Score -1.181643e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -11816426.000000 Penalty: 3780.920654
	Iteration 38Q: 3 clusters Score -1.181643e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -11816485.000000 Penalty: 3780.920654
	Iteration 39Q: 3 clusters Score -1.181648e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -11816505.000000 Penalty: 3780.920654
	Iteration 40F: 3 clusters Score -1.18165e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -11816534.000000 Penalty: 3780.920654
	Iteration 41Q: 3 clusters Score -1.181653e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -11816556.000000 Penalty: 3780.920654
	Iteration 42Q: 3 clusters Score -1.181656e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -11816561.000000 Penalty: 3780.920654
	Iteration 43Q: 3 clusters Score -1.181656e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105834 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -11816553.000000 Penalty: 3780.920654
	Iteration 44Q: 3 clusters Score -1.181655e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -11816566.000000 Penalty: 3780.920654
	Iteration 45Q: 3 clusters Score -1.181657e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -11816588.000000 Penalty: 3780.920654
	Iteration 46Q: 3 clusters Score -1.181659e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -11816580.000000 Penalty: 3780.920654
	Iteration 47Q: 3 clusters Score -1.181658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -11816594.000000 Penalty: 3780.920654
	Iteration 48Q: 3 clusters Score -1.181659e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -11816589.000000 Penalty: 3780.920654
	Iteration 49Q: 3 clusters Score -1.181659e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -11816596.000000 Penalty: 3780.920654
	Iteration 50Q: 3 clusters Score -1.18166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -11816609.000000 Penalty: 3780.920654
	Iteration 51Q: 3 clusters Score -1.181661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -11816611.000000 Penalty: 3780.920654
	Iteration 52Q: 3 clusters Score -1.181661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -11816628.000000 Penalty: 3780.920654
	Iteration 53Q: 3 clusters Score -1.181663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -11816632.000000 Penalty: 3780.920654
	Iteration 54Q: 3 clusters Score -1.181663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -11816633.000000 Penalty: 3780.920654
	Iteration 55Q: 3 clusters Score -1.181663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -11816616.000000 Penalty: 3780.920654
	Iteration 56Q: 3 clusters Score -1.181662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -11816626.000000 Penalty: 3780.920654
	Iteration 57Q: 3 clusters Score -1.181663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -11816621.000000 Penalty: 3780.920654
	Iteration 58Q: 3 clusters Score -1.181662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -11816623.000000 Penalty: 3780.920654
	Iteration 59Q: 3 clusters Score -1.181662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106452 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -11816611.000000 Penalty: 3780.920654
	Iteration 60F: 3 clusters Score -1.181661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -11816610.000000 Penalty: 3780.920654
	Iteration 61Q: 3 clusters Score -1.181661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -11816631.000000 Penalty: 3780.920654
	Iteration 62Q: 3 clusters Score -1.181663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -11816641.000000 Penalty: 3780.920654
	Iteration 63Q: 3 clusters Score -1.181664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -11816629.000000 Penalty: 3780.920654
	Iteration 64Q: 3 clusters Score -1.181663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -11816640.000000 Penalty: 3780.920654
	Iteration 65Q: 3 clusters Score -1.181664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -11816645.000000 Penalty: 3780.920654
	Iteration 66Q: 3 clusters Score -1.181664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -11816644.000000 Penalty: 3780.920654
	Iteration 67Q: 3 clusters Score -1.181664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -11816642.000000 Penalty: 3780.920654
	Iteration 68Q: 3 clusters Score -1.181664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -11816642.000000 Penalty: 3780.920654
	Iteration 69F: 3 clusters Score -1.181664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 106526 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 6300 members 
Entering Unmasked Estep 
Score: -154068528.000000 Penalty: 111104.703125
Splitting cluster 3 changes total score from -154068976.000000 to -154068528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Entering Unmasked Estep 
Score: -2143606.000000 Penalty: 1612.789307
	Iteration 0F: 2 clusters Score -2143606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2129773.750000 Penalty: 3225.578613
	Iteration 0F: 3 clusters Score -2129774 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2135140.250000 Penalty: 3225.578613
	Iteration 1F: 3 clusters Score -2135140 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2136198.750000 Penalty: 3225.578613
	Iteration 2F: 3 clusters Score -2136199 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2137603.500000 Penalty: 3225.578613
	Iteration 3F: 3 clusters Score -2137604 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2139063.250000 Penalty: 3225.578613
	Iteration 4F: 3 clusters Score -2139063 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2140314.750000 Penalty: 3225.578613
	Iteration 5F: 3 clusters Score -2140315 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2141295.500000 Penalty: 3225.578613
	Iteration 6Q: 3 clusters Score -2141296 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2141940.000000 Penalty: 3225.578613
	Iteration 7Q: 3 clusters Score -2141940 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2142184.250000 Penalty: 3225.578613
	Iteration 8Q: 3 clusters Score -2142184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2142287.250000 Penalty: 3225.578613
	Iteration 9Q: 3 clusters Score -2142287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2142338.750000 Penalty: 3225.578613
	Iteration 10Q: 3 clusters Score -2142339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2142355.500000 Penalty: 3225.578613
	Iteration 11Q: 3 clusters Score -2142356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2142376.500000 Penalty: 3225.578613
	Iteration 12Q: 3 clusters Score -2142376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2142394.750000 Penalty: 3225.578613
	Iteration 13Q: 3 clusters Score -2142395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2142409.750000 Penalty: 3225.578613
	Iteration 14Q: 3 clusters Score -2142410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2142419.000000 Penalty: 3225.578613
	Iteration 15Q: 3 clusters Score -2142419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2142427.250000 Penalty: 3225.578613
	Iteration 16Q: 3 clusters Score -2142427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2142434.000000 Penalty: 3225.578613
	Iteration 17Q: 3 clusters Score -2142434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2142435.500000 Penalty: 3225.578613
	Iteration 18Q: 3 clusters Score -2142436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2142438.750000 Penalty: 3225.578613
	Iteration 19Q: 3 clusters Score -2142439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2142449.000000 Penalty: 3225.578613
	Iteration 20F: 3 clusters Score -2142449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2142460.250000 Penalty: 3225.578613
	Iteration 21Q: 3 clusters Score -2142460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2142461.500000 Penalty: 3225.578613
	Iteration 22Q: 3 clusters Score -2142462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2142472.250000 Penalty: 3225.578613
	Iteration 23Q: 3 clusters Score -2142472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2142478.000000 Penalty: 3225.578613
	Iteration 24Q: 3 clusters Score -2142478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2142486.250000 Penalty: 3225.578613
	Iteration 25Q: 3 clusters Score -2142486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2142493.750000 Penalty: 3225.578613
	Iteration 26Q: 3 clusters Score -2142494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2142502.500000 Penalty: 3225.578613
	Iteration 27Q: 3 clusters Score -2142502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2142503.250000 Penalty: 3225.578613
	Iteration 28Q: 3 clusters Score -2142503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2142509.500000 Penalty: 3225.578613
	Iteration 29Q: 3 clusters Score -2142510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2142508.000000 Penalty: 3225.578613
	Iteration 30Q: 3 clusters Score -2142508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2142516.250000 Penalty: 3225.578613
	Iteration 31Q: 3 clusters Score -2142516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2142518.000000 Penalty: 3225.578613
	Iteration 32Q: 3 clusters Score -2142518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2142527.000000 Penalty: 3225.578613
	Iteration 33Q: 3 clusters Score -2142527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2142538.750000 Penalty: 3225.578613
	Iteration 34Q: 3 clusters Score -2142539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2142542.750000 Penalty: 3225.578613
	Iteration 35Q: 3 clusters Score -2142543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2142546.250000 Penalty: 3225.578613
	Iteration 36Q: 3 clusters Score -2142546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2142547.000000 Penalty: 3225.578613
	Iteration 37Q: 3 clusters Score -2142547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2142549.750000 Penalty: 3225.578613
	Iteration 38Q: 3 clusters Score -2142550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2142555.750000 Penalty: 3225.578613
	Iteration 39Q: 3 clusters Score -2142556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2142563.500000 Penalty: 3225.578613
	Iteration 40F: 3 clusters Score -2142564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2142568.750000 Penalty: 3225.578613
	Iteration 41Q: 3 clusters Score -2142569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2142566.500000 Penalty: 3225.578613
	Iteration 42Q: 3 clusters Score -2142566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2142576.250000 Penalty: 3225.578613
	Iteration 43Q: 3 clusters Score -2142576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2142578.750000 Penalty: 3225.578613
	Iteration 44Q: 3 clusters Score -2142579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2142577.250000 Penalty: 3225.578613
	Iteration 45Q: 3 clusters Score -2142577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2142579.750000 Penalty: 3225.578613
	Iteration 46Q: 3 clusters Score -2142580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2142583.250000 Penalty: 3225.578613
	Iteration 47Q: 3 clusters Score -2142583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2142585.000000 Penalty: 3225.578613
	Iteration 48Q: 3 clusters Score -2142585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2142589.000000 Penalty: 3225.578613
	Iteration 49Q: 3 clusters Score -2142589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2142589.750000 Penalty: 3225.578613
	Iteration 50Q: 3 clusters Score -2142590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2142588.500000 Penalty: 3225.578613
	Iteration 51Q: 3 clusters Score -2142588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2142585.750000 Penalty: 3225.578613
	Iteration 52Q: 3 clusters Score -2142586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2142586.750000 Penalty: 3225.578613
	Iteration 53Q: 3 clusters Score -2142587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2142586.500000 Penalty: 3225.578613
	Iteration 54Q: 3 clusters Score -2142586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2142587.500000 Penalty: 3225.578613
	Iteration 55Q: 3 clusters Score -2142588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2142587.500000 Penalty: 3225.578613
	Iteration 56F: 3 clusters Score -2142588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Entering Unmasked Estep 
Score: -3228958.750000 Penalty: 1684.632690
	Iteration 0F: 2 clusters Score -3228959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3207525.000000 Penalty: 3369.265381
	Iteration 0F: 3 clusters Score -3207525 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3215868.250000 Penalty: 3369.265381
	Iteration 1F: 3 clusters Score -3215868 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3216607.000000 Penalty: 3369.265381
	Iteration 2F: 3 clusters Score -3216607 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3217542.000000 Penalty: 3369.265381
	Iteration 3F: 3 clusters Score -3217542 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3218560.750000 Penalty: 3369.265381
	Iteration 4F: 3 clusters Score -3218561 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3219559.750000 Penalty: 3369.265381
	Iteration 5F: 3 clusters Score -3219560 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3220508.500000 Penalty: 3369.265381
	Iteration 6F: 3 clusters Score -3220508 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3221344.000000 Penalty: 3369.265381
	Iteration 7F: 3 clusters Score -3221344 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3222023.250000 Penalty: 3369.265381
	Iteration 8Q: 3 clusters Score -3222023 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3222560.000000 Penalty: 3369.265381
	Iteration 9Q: 3 clusters Score -3222560 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3222974.250000 Penalty: 3369.265381
	Iteration 10Q: 3 clusters Score -3222974 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3223301.500000 Penalty: 3369.265381
	Iteration 11Q: 3 clusters Score -3223302 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3223556.500000 Penalty: 3369.265381
	Iteration 12Q: 3 clusters Score -3223556 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3223799.500000 Penalty: 3369.265381
	Iteration 13Q: 3 clusters Score -3223800 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3224035.500000 Penalty: 3369.265381
	Iteration 14Q: 3 clusters Score -3224036 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3224310.750000 Penalty: 3369.265381
	Iteration 15Q: 3 clusters Score -3224311 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3224619.250000 Penalty: 3369.265381
	Iteration 16Q: 3 clusters Score -3224619 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3224844.000000 Penalty: 3369.265381
	Iteration 17Q: 3 clusters Score -3224844 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3225072.500000 Penalty: 3369.265381
	Iteration 18Q: 3 clusters Score -3225072 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3225256.500000 Penalty: 3369.265381
	Iteration 19Q: 3 clusters Score -3225256 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3225393.500000 Penalty: 3369.265381
	Iteration 20F: 3 clusters Score -3225394 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3225593.000000 Penalty: 3369.265381
	Iteration 21Q: 3 clusters Score -3225593 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3225766.500000 Penalty: 3369.265381
	Iteration 22Q: 3 clusters Score -3225766 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3225933.750000 Penalty: 3369.265381
	Iteration 23Q: 3 clusters Score -3225934 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3226078.250000 Penalty: 3369.265381
	Iteration 24Q: 3 clusters Score -3226078 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3226231.500000 Penalty: 3369.265381
	Iteration 25Q: 3 clusters Score -3226232 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3226378.750000 Penalty: 3369.265381
	Iteration 26Q: 3 clusters Score -3226379 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3226530.250000 Penalty: 3369.265381
	Iteration 27Q: 3 clusters Score -3226530 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3226677.000000 Penalty: 3369.265381
	Iteration 28Q: 3 clusters Score -3226677 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3226810.250000 Penalty: 3369.265381
	Iteration 29Q: 3 clusters Score -3226810 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3226912.750000 Penalty: 3369.265381
	Iteration 30Q: 3 clusters Score -3226913 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3227033.500000 Penalty: 3369.265381
	Iteration 31Q: 3 clusters Score -3227034 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3227164.750000 Penalty: 3369.265381
	Iteration 32Q: 3 clusters Score -3227165 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3227262.000000 Penalty: 3369.265381
	Iteration 33Q: 3 clusters Score -3227262 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3227344.250000 Penalty: 3369.265381
	Iteration 34Q: 3 clusters Score -3227344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3227422.250000 Penalty: 3369.265381
	Iteration 35Q: 3 clusters Score -3227422 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3227482.500000 Penalty: 3369.265381
	Iteration 36Q: 3 clusters Score -3227482 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3227565.500000 Penalty: 3369.265381
	Iteration 37Q: 3 clusters Score -3227566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3227613.500000 Penalty: 3369.265381
	Iteration 38Q: 3 clusters Score -3227614 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3227659.500000 Penalty: 3369.265381
	Iteration 39Q: 3 clusters Score -3227660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3227722.500000 Penalty: 3369.265381
	Iteration 40F: 3 clusters Score -3227722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3227746.000000 Penalty: 3369.265381
	Iteration 41Q: 3 clusters Score -3227746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3227779.250000 Penalty: 3369.265381
	Iteration 42Q: 3 clusters Score -3227779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3227813.750000 Penalty: 3369.265381
	Iteration 43Q: 3 clusters Score -3227814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3227840.250000 Penalty: 3369.265381
	Iteration 44Q: 3 clusters Score -3227840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3227860.500000 Penalty: 3369.265381
	Iteration 45Q: 3 clusters Score -3227860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3227881.250000 Penalty: 3369.265381
	Iteration 46Q: 3 clusters Score -3227881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3227894.500000 Penalty: 3369.265381
	Iteration 47Q: 3 clusters Score -3227894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3227907.500000 Penalty: 3369.265381
	Iteration 48Q: 3 clusters Score -3227908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3227925.500000 Penalty: 3369.265381
	Iteration 49Q: 3 clusters Score -3227926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3227933.500000 Penalty: 3369.265381
	Iteration 50Q: 3 clusters Score -3227934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3227933.500000 Penalty: 3369.265381
	Iteration 51Q: 3 clusters Score -3227934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3227940.000000 Penalty: 3369.265381
	Iteration 52Q: 3 clusters Score -3227940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3227939.000000 Penalty: 3369.265381
	Iteration 53Q: 3 clusters Score -3227939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3227942.250000 Penalty: 3369.265381
	Iteration 54Q: 3 clusters Score -3227942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3227948.500000 Penalty: 3369.265381
	Iteration 55Q: 3 clusters Score -3227948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3227958.250000 Penalty: 3369.265381
	Iteration 56Q: 3 clusters Score -3227958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3227965.750000 Penalty: 3369.265381
	Iteration 57Q: 3 clusters Score -3227966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3227969.500000 Penalty: 3369.265381
	Iteration 58Q: 3 clusters Score -3227970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3227979.750000 Penalty: 3369.265381
	Iteration 59Q: 3 clusters Score -3227980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3227979.500000 Penalty: 3369.265381
	Iteration 60F: 3 clusters Score -3227980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3227985.250000 Penalty: 3369.265381
	Iteration 61Q: 3 clusters Score -3227985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3227987.250000 Penalty: 3369.265381
	Iteration 62Q: 3 clusters Score -3227987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3227992.000000 Penalty: 3369.265381
	Iteration 63Q: 3 clusters Score -3227992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3227997.000000 Penalty: 3369.265381
	Iteration 64Q: 3 clusters Score -3227997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3227996.000000 Penalty: 3369.265381
	Iteration 65Q: 3 clusters Score -3227996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3227997.500000 Penalty: 3369.265381
	Iteration 66Q: 3 clusters Score -3227998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3227998.000000 Penalty: 3369.265381
	Iteration 67Q: 3 clusters Score -3227998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3227999.000000 Penalty: 3369.265381
	Iteration 68Q: 3 clusters Score -3227999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3228008.500000 Penalty: 3369.265381
	Iteration 69Q: 3 clusters Score -3228008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3228009.000000 Penalty: 3369.265381
	Iteration 70Q: 3 clusters Score -3228009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3228010.250000 Penalty: 3369.265381
	Iteration 71Q: 3 clusters Score -3228010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3228012.250000 Penalty: 3369.265381
	Iteration 72Q: 3 clusters Score -3228012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3228012.000000 Penalty: 3369.265381
	Iteration 73Q: 3 clusters Score -3228012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3228014.750000 Penalty: 3369.265381
	Iteration 74Q: 3 clusters Score -3228015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3228019.500000 Penalty: 3369.265381
	Iteration 75Q: 3 clusters Score -3228020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3228021.750000 Penalty: 3369.265381
	Iteration 76Q: 3 clusters Score -3228022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3228018.500000 Penalty: 3369.265381
	Iteration 77Q: 3 clusters Score -3228018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3228015.750000 Penalty: 3369.265381
	Iteration 78Q: 3 clusters Score -3228016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3228018.250000 Penalty: 3369.265381
	Iteration 79Q: 3 clusters Score -3228018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3228021.500000 Penalty: 3369.265381
	Iteration 80F: 3 clusters Score -3228022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3228032.250000 Penalty: 3369.265381
	Iteration 81Q: 3 clusters Score -3228032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3228038.000000 Penalty: 3369.265381
	Iteration 82Q: 3 clusters Score -3228038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3228044.750000 Penalty: 3369.265381
	Iteration 83Q: 3 clusters Score -3228045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3228044.500000 Penalty: 3369.265381
	Iteration 84Q: 3 clusters Score -3228044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3228050.000000 Penalty: 3369.265381
	Iteration 85Q: 3 clusters Score -3228050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3228053.750000 Penalty: 3369.265381
	Iteration 86Q: 3 clusters Score -3228054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3228052.500000 Penalty: 3369.265381
	Iteration 87Q: 3 clusters Score -3228052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3228052.250000 Penalty: 3369.265381
	Iteration 88Q: 3 clusters Score -3228052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3228052.250000 Penalty: 3369.265381
	Iteration 89Q: 3 clusters Score -3228052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3228065.500000 Penalty: 3369.265381
	Iteration 90Q: 3 clusters Score -3228066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3228065.500000 Penalty: 3369.265381
	Iteration 91Q: 3 clusters Score -3228066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3228064.500000 Penalty: 3369.265381
	Iteration 92Q: 3 clusters Score -3228064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3228063.750000 Penalty: 3369.265381
	Iteration 93Q: 3 clusters Score -3228064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3228063.750000 Penalty: 3369.265381
	Iteration 94F: 3 clusters Score -3228064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Entering Unmasked Estep 
Score: -3062597.000000 Penalty: 1686.614014
	Iteration 0F: 2 clusters Score -3062597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3040859.000000 Penalty: 3373.228027
	Iteration 0F: 3 clusters Score -3040859 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3049502.750000 Penalty: 3373.228027
	Iteration 1F: 3 clusters Score -3049503 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3050379.250000 Penalty: 3373.228027
	Iteration 2F: 3 clusters Score -3050379 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3051344.500000 Penalty: 3373.228027
	Iteration 3F: 3 clusters Score -3051344 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3052383.500000 Penalty: 3373.228027
	Iteration 4F: 3 clusters Score -3052384 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3053392.000000 Penalty: 3373.228027
	Iteration 5F: 3 clusters Score -3053392 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3054230.500000 Penalty: 3373.228027
	Iteration 6F: 3 clusters Score -3054230 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3054859.750000 Penalty: 3373.228027
	Iteration 7Q: 3 clusters Score -3054860 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3055304.750000 Penalty: 3373.228027
	Iteration 8Q: 3 clusters Score -3055305 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3055672.250000 Penalty: 3373.228027
	Iteration 9Q: 3 clusters Score -3055672 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3055982.500000 Penalty: 3373.228027
	Iteration 10Q: 3 clusters Score -3055982 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3056312.500000 Penalty: 3373.228027
	Iteration 11Q: 3 clusters Score -3056312 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3056634.000000 Penalty: 3373.228027
	Iteration 12Q: 3 clusters Score -3056634 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3056990.250000 Penalty: 3373.228027
	Iteration 13Q: 3 clusters Score -3056990 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3057392.000000 Penalty: 3373.228027
	Iteration 14Q: 3 clusters Score -3057392 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3057854.500000 Penalty: 3373.228027
	Iteration 15Q: 3 clusters Score -3057854 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3058401.250000 Penalty: 3373.228027
	Iteration 16Q: 3 clusters Score -3058401 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3058970.250000 Penalty: 3373.228027
	Iteration 17Q: 3 clusters Score -3058970 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3059555.000000 Penalty: 3373.228027
	Iteration 18Q: 3 clusters Score -3059555 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3060072.250000 Penalty: 3373.228027
	Iteration 19Q: 3 clusters Score -3060072 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3060466.000000 Penalty: 3373.228027
	Iteration 20F: 3 clusters Score -3060466 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3060818.250000 Penalty: 3373.228027
	Iteration 21Q: 3 clusters Score -3060818 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3061101.000000 Penalty: 3373.228027
	Iteration 22Q: 3 clusters Score -3061101 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3061292.500000 Penalty: 3373.228027
	Iteration 23Q: 3 clusters Score -3061292 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3061454.000000 Penalty: 3373.228027
	Iteration 24Q: 3 clusters Score -3061454 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3061556.500000 Penalty: 3373.228027
	Iteration 25Q: 3 clusters Score -3061556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3061619.750000 Penalty: 3373.228027
	Iteration 26Q: 3 clusters Score -3061620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3061659.250000 Penalty: 3373.228027
	Iteration 27Q: 3 clusters Score -3061659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3061696.250000 Penalty: 3373.228027
	Iteration 28Q: 3 clusters Score -3061696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3061712.500000 Penalty: 3373.228027
	Iteration 29Q: 3 clusters Score -3061712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3061740.000000 Penalty: 3373.228027
	Iteration 30Q: 3 clusters Score -3061740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3061754.500000 Penalty: 3373.228027
	Iteration 31Q: 3 clusters Score -3061754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3061762.500000 Penalty: 3373.228027
	Iteration 32Q: 3 clusters Score -3061762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3061764.500000 Penalty: 3373.228027
	Iteration 33Q: 3 clusters Score -3061764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3061771.750000 Penalty: 3373.228027
	Iteration 34Q: 3 clusters Score -3061772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3061778.500000 Penalty: 3373.228027
	Iteration 35Q: 3 clusters Score -3061778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3061778.750000 Penalty: 3373.228027
	Iteration 36Q: 3 clusters Score -3061779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3061790.250000 Penalty: 3373.228027
	Iteration 37Q: 3 clusters Score -3061790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3061789.750000 Penalty: 3373.228027
	Iteration 38Q: 3 clusters Score -3061790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3061796.750000 Penalty: 3373.228027
	Iteration 39Q: 3 clusters Score -3061797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3061797.500000 Penalty: 3373.228027
	Iteration 40F: 3 clusters Score -3061798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3061798.500000 Penalty: 3373.228027
	Iteration 41Q: 3 clusters Score -3061798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3061798.000000 Penalty: 3373.228027
	Iteration 42Q: 3 clusters Score -3061798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3061794.250000 Penalty: 3373.228027
	Iteration 43Q: 3 clusters Score -3061794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3061799.250000 Penalty: 3373.228027
	Iteration 44Q: 3 clusters Score -3061799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3061805.250000 Penalty: 3373.228027
	Iteration 45Q: 3 clusters Score -3061805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3061804.500000 Penalty: 3373.228027
	Iteration 46Q: 3 clusters Score -3061804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3061803.250000 Penalty: 3373.228027
	Iteration 47Q: 3 clusters Score -3061803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3061802.000000 Penalty: 3373.228027
	Iteration 48Q: 3 clusters Score -3061802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3061802.000000 Penalty: 3373.228027
	Iteration 49F: 3 clusters Score -3061802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Entering Unmasked Estep 
Score: -960027.875000 Penalty: 1485.341187
	Iteration 0F: 2 clusters Score -960027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -953327.500000 Penalty: 2970.682373
	Iteration 0F: 3 clusters Score -953327.5 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -955331.000000 Penalty: 2970.682373
	Iteration 1F: 3 clusters Score -955331 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -955584.812500 Penalty: 2970.682373
	Iteration 2F: 3 clusters Score -955584.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -955788.000000 Penalty: 2970.682373
	Iteration 3F: 3 clusters Score -955788 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -955975.062500 Penalty: 2970.682373
	Iteration 4Q: 3 clusters Score -955975.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -956192.062500 Penalty: 2970.682373
	Iteration 5Q: 3 clusters Score -956192.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -956414.937500 Penalty: 2970.682373
	Iteration 6Q: 3 clusters Score -956414.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -956601.250000 Penalty: 2970.682373
	Iteration 7Q: 3 clusters Score -956601.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -956801.312500 Penalty: 2970.682373
	Iteration 8Q: 3 clusters Score -956801.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -957030.625000 Penalty: 2970.682373
	Iteration 9Q: 3 clusters Score -957030.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -957288.062500 Penalty: 2970.682373
	Iteration 10Q: 3 clusters Score -957288.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -957570.937500 Penalty: 2970.682373
	Iteration 11Q: 3 clusters Score -957570.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -957822.750000 Penalty: 2970.682373
	Iteration 12Q: 3 clusters Score -957822.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -958014.062500 Penalty: 2970.682373
	Iteration 13Q: 3 clusters Score -958014.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -958159.875000 Penalty: 2970.682373
	Iteration 14Q: 3 clusters Score -958159.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -958264.187500 Penalty: 2970.682373
	Iteration 15Q: 3 clusters Score -958264.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -958327.437500 Penalty: 2970.682373
	Iteration 16Q: 3 clusters Score -958327.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -958372.000000 Penalty: 2970.682373
	Iteration 17Q: 3 clusters Score -958372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -958406.875000 Penalty: 2970.682373
	Iteration 18Q: 3 clusters Score -958406.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -958430.875000 Penalty: 2970.682373
	Iteration 19Q: 3 clusters Score -958430.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -958443.187500 Penalty: 2970.682373
	Iteration 20F: 3 clusters Score -958443.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -958455.375000 Penalty: 2970.682373
	Iteration 21Q: 3 clusters Score -958455.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -958468.125000 Penalty: 2970.682373
	Iteration 22Q: 3 clusters Score -958468.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -958474.312500 Penalty: 2970.682373
	Iteration 23Q: 3 clusters Score -958474.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -958482.250000 Penalty: 2970.682373
	Iteration 24Q: 3 clusters Score -958482.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -958484.812500 Penalty: 2970.682373
	Iteration 25Q: 3 clusters Score -958484.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -958489.812500 Penalty: 2970.682373
	Iteration 26Q: 3 clusters Score -958489.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -958491.937500 Penalty: 2970.682373
	Iteration 27Q: 3 clusters Score -958491.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -958495.062500 Penalty: 2970.682373
	Iteration 28Q: 3 clusters Score -958495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -958496.437500 Penalty: 2970.682373
	Iteration 29Q: 3 clusters Score -958496.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -958499.437500 Penalty: 2970.682373
	Iteration 30Q: 3 clusters Score -958499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -958499.937500 Penalty: 2970.682373
	Iteration 31Q: 3 clusters Score -958499.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -958504.812500 Penalty: 2970.682373
	Iteration 32Q: 3 clusters Score -958504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -958505.750000 Penalty: 2970.682373
	Iteration 33Q: 3 clusters Score -958505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -958506.937500 Penalty: 2970.682373
	Iteration 34Q: 3 clusters Score -958506.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -958510.375000 Penalty: 2970.682373
	Iteration 35Q: 3 clusters Score -958510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -958512.750000 Penalty: 2970.682373
	Iteration 36Q: 3 clusters Score -958512.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -958516.500000 Penalty: 2970.682373
	Iteration 37Q: 3 clusters Score -958516.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -958517.187500 Penalty: 2970.682373
	Iteration 38Q: 3 clusters Score -958517.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -958521.437500 Penalty: 2970.682373
	Iteration 39Q: 3 clusters Score -958521.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -958523.312500 Penalty: 2970.682373
	Iteration 40F: 3 clusters Score -958523.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -958524.687500 Penalty: 2970.682373
	Iteration 41Q: 3 clusters Score -958524.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -958524.875000 Penalty: 2970.682373
	Iteration 42Q: 3 clusters Score -958524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -958526.125000 Penalty: 2970.682373
	Iteration 43Q: 3 clusters Score -958526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -958529.062500 Penalty: 2970.682373
	Iteration 44Q: 3 clusters Score -958529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -958527.500000 Penalty: 2970.682373
	Iteration 45Q: 3 clusters Score -958527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -958525.812500 Penalty: 2970.682373
	Iteration 46Q: 3 clusters Score -958525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -958527.625000 Penalty: 2970.682373
	Iteration 47Q: 3 clusters Score -958527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -958526.375000 Penalty: 2970.682373
	Iteration 48Q: 3 clusters Score -958526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -958525.937500 Penalty: 2970.682373
	Iteration 49Q: 3 clusters Score -958525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -958525.750000 Penalty: 2970.682373
	Iteration 50Q: 3 clusters Score -958525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -958528.437500 Penalty: 2970.682373
	Iteration 51Q: 3 clusters Score -958528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -958528.187500 Penalty: 2970.682373
	Iteration 52Q: 3 clusters Score -958528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -958531.125000 Penalty: 2970.682373
	Iteration 53Q: 3 clusters Score -958531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -958530.937500 Penalty: 2970.682373
	Iteration 54Q: 3 clusters Score -958530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -958531.250000 Penalty: 2970.682373
	Iteration 55Q: 3 clusters Score -958531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -958533.000000 Penalty: 2970.682373
	Iteration 56Q: 3 clusters Score -958533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -958531.125000 Penalty: 2970.682373
	Iteration 57Q: 3 clusters Score -958531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -958531.125000 Penalty: 2970.682373
	Iteration 58F: 3 clusters Score -958531.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -462312.125000 Penalty: 1387.580200
	Iteration 0F: 2 clusters Score -462312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -458288.093750 Penalty: 2775.160400
	Iteration 0F: 3 clusters Score -458288.1 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -460141.593750 Penalty: 2775.160400
	Iteration 1F: 3 clusters Score -460141.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -461045.250000 Penalty: 2775.160400
	Iteration 2F: 3 clusters Score -461045.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -461675.562500 Penalty: 2775.160400
	Iteration 3F: 3 clusters Score -461675.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -462006.875000 Penalty: 2775.160400
	Iteration 4F: 3 clusters Score -462006.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -462175.187500 Penalty: 2775.160400
	Iteration 5Q: 3 clusters Score -462175.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -462289.406250 Penalty: 2775.160400
	Iteration 6Q: 3 clusters Score -462289.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -462350.000000 Penalty: 2775.160400
	Iteration 7Q: 3 clusters Score -462350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -462378.531250 Penalty: 2775.160400
	Iteration 8Q: 3 clusters Score -462378.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -462396.656250 Penalty: 2775.160400
	Iteration 9Q: 3 clusters Score -462396.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -462406.406250 Penalty: 2775.160400
	Iteration 10Q: 3 clusters Score -462406.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -462411.187500 Penalty: 2775.160400
	Iteration 11Q: 3 clusters Score -462411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -462413.937500 Penalty: 2775.160400
	Iteration 12Q: 3 clusters Score -462413.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -462416.781250 Penalty: 2775.160400
	Iteration 13Q: 3 clusters Score -462416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -462419.625000 Penalty: 2775.160400
	Iteration 14Q: 3 clusters Score -462419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -462420.312500 Penalty: 2775.160400
	Iteration 15Q: 3 clusters Score -462420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -462422.062500 Penalty: 2775.160400
	Iteration 16Q: 3 clusters Score -462422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -462422.062500 Penalty: 2775.160400
	Iteration 17F: 3 clusters Score -462422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 2473 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 2637 members 
Entering Unmasked Estep 
Score: -154067888.000000 Penalty: 111104.703125
Splitting cluster 8 changes total score from -154068976.000000 to -154067888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (192206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192206 members 
Entering Unmasked Estep 
Score: -20016312.000000 Penalty: 1977.027466
	Iteration 0F: 2 clusters Score -2.001631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -19894556.000000 Penalty: 3954.054932
	Iteration 0F: 3 clusters Score -1.989456e+07 nChanged 93134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -19949284.000000 Penalty: 3954.054932
	Iteration 1F: 3 clusters Score -1.994928e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -19950440.000000 Penalty: 3954.054932
	Iteration 2Q: 3 clusters Score -1.995044e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -19951764.000000 Penalty: 3954.054932
	Iteration 3Q: 3 clusters Score -1.995176e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 96202 members 
Entering Unmasked Estep 
Score: -19953314.000000 Penalty: 3954.054932
	Iteration 4Q: 3 clusters Score -1.995331e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -19955248.000000 Penalty: 3954.054932
	Iteration 5Q: 3 clusters Score -1.995525e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -19957646.000000 Penalty: 3954.054932
	Iteration 6Q: 3 clusters Score -1.995765e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -19960794.000000 Penalty: 3954.054932
	Iteration 7Q: 3 clusters Score -1.996079e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -19965326.000000 Penalty: 3954.054932
	Iteration 8Q: 3 clusters Score -1.996533e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -19972050.000000 Penalty: 3954.054932
	Iteration 9F: 3 clusters Score -1.997205e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -19979466.000000 Penalty: 3954.054932
	Iteration 10F: 3 clusters Score -1.997947e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 110083 members 
Entering Unmasked Estep 
Score: -19985072.000000 Penalty: 3954.054932
	Iteration 11F: 3 clusters Score -1.998507e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -19987496.000000 Penalty: 3954.054932
	Iteration 12Q: 3 clusters Score -1.99875e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -19988404.000000 Penalty: 3954.054932
	Iteration 13Q: 3 clusters Score -1.99884e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -19988878.000000 Penalty: 3954.054932
	Iteration 14Q: 3 clusters Score -1.998888e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -19989304.000000 Penalty: 3954.054932
	Iteration 15Q: 3 clusters Score -1.99893e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -19989734.000000 Penalty: 3954.054932
	Iteration 16Q: 3 clusters Score -1.998973e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -19990116.000000 Penalty: 3954.054932
	Iteration 17Q: 3 clusters Score -1.999012e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -19990596.000000 Penalty: 3954.054932
	Iteration 18Q: 3 clusters Score -1.99906e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -19991406.000000 Penalty: 3954.054932
	Iteration 19Q: 3 clusters Score -1.999141e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 130429 members 
Entering Unmasked Estep 
Score: -19992010.000000 Penalty: 3954.054932
	Iteration 20F: 3 clusters Score -1.999201e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 133534 members 
Entering Unmasked Estep 
Score: -19992812.000000 Penalty: 3954.054932
	Iteration 21Q: 3 clusters Score -1.999281e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -19993874.000000 Penalty: 3954.054932
	Iteration 22Q: 3 clusters Score -1.999387e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 140460 members 
Entering Unmasked Estep 
Score: -19994944.000000 Penalty: 3954.054932
	Iteration 23Q: 3 clusters Score -1.999494e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 144286 members 
Entering Unmasked Estep 
Score: -19996224.000000 Penalty: 3954.054932
	Iteration 24Q: 3 clusters Score -1.999622e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -19997660.000000 Penalty: 3954.054932
	Iteration 25Q: 3 clusters Score -1.999766e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 152061 members 
Entering Unmasked Estep 
Score: -19998736.000000 Penalty: 3954.054932
	Iteration 26Q: 3 clusters Score -1.999874e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -19999902.000000 Penalty: 3954.054932
	Iteration 27Q: 3 clusters Score -1.99999e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 159538 members 
Entering Unmasked Estep 
Score: -20000862.000000 Penalty: 3954.054932
	Iteration 28Q: 3 clusters Score -2.000086e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -20001928.000000 Penalty: 3954.054932
	Iteration 29Q: 3 clusters Score -2.000193e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 166252 members 
Entering Unmasked Estep 
Score: -20002954.000000 Penalty: 3954.054932
	Iteration 30Q: 3 clusters Score -2.000295e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -20003930.000000 Penalty: 3954.054932
	Iteration 31Q: 3 clusters Score -2.000393e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 172103 members 
Entering Unmasked Estep 
Score: -20004818.000000 Penalty: 3954.054932
	Iteration 32Q: 3 clusters Score -2.000482e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -20005630.000000 Penalty: 3954.054932
	Iteration 33Q: 3 clusters Score -2.000563e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -20006572.000000 Penalty: 3954.054932
	Iteration 34Q: 3 clusters Score -2.000657e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 179251 members 
Entering Unmasked Estep 
Score: -20007424.000000 Penalty: 3954.054932
	Iteration 35Q: 3 clusters Score -2.000742e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 181231 members 
Entering Unmasked Estep 
Score: -20008316.000000 Penalty: 3954.054932
	Iteration 36Q: 3 clusters Score -2.000832e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 183021 members 
Entering Unmasked Estep 
Score: -20009124.000000 Penalty: 3954.054932
	Iteration 37Q: 3 clusters Score -2.000912e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 184620 members 
Entering Unmasked Estep 
Score: -20009950.000000 Penalty: 3954.054932
	Iteration 38Q: 3 clusters Score -2.000995e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 186081 members 
Entering Unmasked Estep 
Score: -20010858.000000 Penalty: 3954.054932
	Iteration 39Q: 3 clusters Score -2.001086e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 187367 members 
Entering Unmasked Estep 
Score: -20011692.000000 Penalty: 3954.054932
	Iteration 40F: 3 clusters Score -2.001169e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 188474 members 
Entering Unmasked Estep 
Score: -20012376.000000 Penalty: 3954.054932
	Iteration 41Q: 3 clusters Score -2.001238e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 189354 members 
Entering Unmasked Estep 
Score: -20013114.000000 Penalty: 3954.054932
	Iteration 42Q: 3 clusters Score -2.001311e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 190029 members 
Entering Unmasked Estep 
Score: -20013502.000000 Penalty: 3954.054932
	Iteration 43Q: 3 clusters Score -2.00135e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 190504 members 
Entering Unmasked Estep 
Score: -20013836.000000 Penalty: 3954.054932
	Iteration 44Q: 3 clusters Score -2.001384e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 190844 members 
Entering Unmasked Estep 
Score: -20014150.000000 Penalty: 3954.054932
	Iteration 45Q: 3 clusters Score -2.001415e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 191075 members 
Entering Unmasked Estep 
Score: -20014244.000000 Penalty: 3954.054932
	Iteration 46Q: 3 clusters Score -2.001424e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 191216 members 
Entering Unmasked Estep 
Score: -20014320.000000 Penalty: 3954.054932
	Iteration 47Q: 3 clusters Score -2.001432e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 191318 members 
Entering Unmasked Estep 
Score: -20014402.000000 Penalty: 3954.054932
	Iteration 48Q: 3 clusters Score -2.00144e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 191382 members 
Entering Unmasked Estep 
Score: -20014446.000000 Penalty: 3954.054932
	Iteration 49Q: 3 clusters Score -2.001445e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 191431 members 
Entering Unmasked Estep 
Score: -20014480.000000 Penalty: 3954.054932
	Iteration 50Q: 3 clusters Score -2.001448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -20014494.000000 Penalty: 3954.054932
	Iteration 51Q: 3 clusters Score -2.001449e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -20014532.000000 Penalty: 3954.054932
	Iteration 52Q: 3 clusters Score -2.001453e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 191505 members 
Entering Unmasked Estep 
Score: -20014588.000000 Penalty: 3954.054932
	Iteration 53Q: 3 clusters Score -2.001459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 191530 members 
Entering Unmasked Estep 
Score: -20014590.000000 Penalty: 3954.054932
	Iteration 54Q: 3 clusters Score -2.001459e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 191547 members 
Entering Unmasked Estep 
Score: -20014616.000000 Penalty: 3954.054932
	Iteration 55Q: 3 clusters Score -2.001462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 191558 members 
Entering Unmasked Estep 
Score: -20014632.000000 Penalty: 3954.054932
	Iteration 56Q: 3 clusters Score -2.001463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 191571 members 
Entering Unmasked Estep 
Score: -20014656.000000 Penalty: 3954.054932
	Iteration 57Q: 3 clusters Score -2.001466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 191581 members 
Entering Unmasked Estep 
Score: -20014656.000000 Penalty: 3954.054932
	Iteration 58Q: 3 clusters Score -2.001466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -20014668.000000 Penalty: 3954.054932
	Iteration 59Q: 3 clusters Score -2.001467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 191588 members 
Entering Unmasked Estep 
Score: -20014674.000000 Penalty: 3954.054932
	Iteration 60F: 3 clusters Score -2.001467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 191593 members 
Entering Unmasked Estep 
Score: -20014676.000000 Penalty: 3954.054932
	Iteration 61Q: 3 clusters Score -2.001468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 191596 members 
Entering Unmasked Estep 
Score: -20014684.000000 Penalty: 3954.054932
	Iteration 62Q: 3 clusters Score -2.001468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 191597 members 
Entering Unmasked Estep 
Score: -20014684.000000 Penalty: 3954.054932
	Iteration 63Q: 3 clusters Score -2.001468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 191596 members 
Entering Unmasked Estep 
Score: -20014688.000000 Penalty: 3954.054932
	Iteration 64Q: 3 clusters Score -2.001469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 191595 members 
Entering Unmasked Estep 
Score: -20014682.000000 Penalty: 3954.054932
	Iteration 65Q: 3 clusters Score -2.001468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 191595 members 
Entering Unmasked Estep 
Score: -20014682.000000 Penalty: 3954.054932
	Iteration 66F: 3 clusters Score -2.001468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Entering Unmasked Estep 
Score: -1548047.875000 Penalty: 1567.833740
	Iteration 0F: 2 clusters Score -1548048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1537302.125000 Penalty: 3135.667480
	Iteration 0F: 3 clusters Score -1537302 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1541305.875000 Penalty: 3135.667480
	Iteration 1F: 3 clusters Score -1541306 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1542044.000000 Penalty: 3135.667480
	Iteration 2F: 3 clusters Score -1542044 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1542866.250000 Penalty: 3135.667480
	Iteration 3F: 3 clusters Score -1542866 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1543760.000000 Penalty: 3135.667480
	Iteration 4F: 3 clusters Score -1543760 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1544679.500000 Penalty: 3135.667480
	Iteration 5F: 3 clusters Score -1544680 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1545467.250000 Penalty: 3135.667480
	Iteration 6F: 3 clusters Score -1545467 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1545975.875000 Penalty: 3135.667480
	Iteration 7F: 3 clusters Score -1545976 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1546299.625000 Penalty: 3135.667480
	Iteration 8Q: 3 clusters Score -1546300 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1546489.000000 Penalty: 3135.667480
	Iteration 9Q: 3 clusters Score -1546489 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1546610.750000 Penalty: 3135.667480
	Iteration 10Q: 3 clusters Score -1546611 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1546697.125000 Penalty: 3135.667480
	Iteration 11Q: 3 clusters Score -1546697 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1546773.250000 Penalty: 3135.667480
	Iteration 12Q: 3 clusters Score -1546773 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1546825.000000 Penalty: 3135.667480
	Iteration 13Q: 3 clusters Score -1546825 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1546878.750000 Penalty: 3135.667480
	Iteration 14Q: 3 clusters Score -1546879 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1546901.250000 Penalty: 3135.667480
	Iteration 15Q: 3 clusters Score -1546901 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1546931.125000 Penalty: 3135.667480
	Iteration 16Q: 3 clusters Score -1546931 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1546961.125000 Penalty: 3135.667480
	Iteration 17Q: 3 clusters Score -1546961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1546979.625000 Penalty: 3135.667480
	Iteration 18Q: 3 clusters Score -1546980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1546997.250000 Penalty: 3135.667480
	Iteration 19Q: 3 clusters Score -1546997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1547012.250000 Penalty: 3135.667480
	Iteration 20F: 3 clusters Score -1547012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1547037.250000 Penalty: 3135.667480
	Iteration 21Q: 3 clusters Score -1547037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1547052.625000 Penalty: 3135.667480
	Iteration 22Q: 3 clusters Score -1547053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1547068.875000 Penalty: 3135.667480
	Iteration 23Q: 3 clusters Score -1547069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1547087.875000 Penalty: 3135.667480
	Iteration 24Q: 3 clusters Score -1547088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1547094.250000 Penalty: 3135.667480
	Iteration 25Q: 3 clusters Score -1547094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1547110.250000 Penalty: 3135.667480
	Iteration 26Q: 3 clusters Score -1547110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1547124.875000 Penalty: 3135.667480
	Iteration 27Q: 3 clusters Score -1547125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1547137.875000 Penalty: 3135.667480
	Iteration 28Q: 3 clusters Score -1547138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1547146.000000 Penalty: 3135.667480
	Iteration 29Q: 3 clusters Score -1547146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1547157.625000 Penalty: 3135.667480
	Iteration 30Q: 3 clusters Score -1547158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1547162.000000 Penalty: 3135.667480
	Iteration 31Q: 3 clusters Score -1547162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1547169.750000 Penalty: 3135.667480
	Iteration 32Q: 3 clusters Score -1547170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1547182.375000 Penalty: 3135.667480
	Iteration 33Q: 3 clusters Score -1547182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1547190.750000 Penalty: 3135.667480
	Iteration 34Q: 3 clusters Score -1547191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1547192.000000 Penalty: 3135.667480
	Iteration 35Q: 3 clusters Score -1547192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1547194.500000 Penalty: 3135.667480
	Iteration 36Q: 3 clusters Score -1547194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1547193.000000 Penalty: 3135.667480
	Iteration 37Q: 3 clusters Score -1547193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1547197.500000 Penalty: 3135.667480
	Iteration 38Q: 3 clusters Score -1547198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1547200.750000 Penalty: 3135.667480
	Iteration 39Q: 3 clusters Score -1547201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1547201.125000 Penalty: 3135.667480
	Iteration 40F: 3 clusters Score -1547201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1547205.250000 Penalty: 3135.667480
	Iteration 41Q: 3 clusters Score -1547205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1547207.375000 Penalty: 3135.667480
	Iteration 42Q: 3 clusters Score -1547207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1547207.125000 Penalty: 3135.667480
	Iteration 43Q: 3 clusters Score -1547207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1547206.000000 Penalty: 3135.667480
	Iteration 44Q: 3 clusters Score -1547206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1547204.625000 Penalty: 3135.667480
	Iteration 45Q: 3 clusters Score -1547205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1547205.000000 Penalty: 3135.667480
	Iteration 46Q: 3 clusters Score -1547205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1547206.500000 Penalty: 3135.667480
	Iteration 47Q: 3 clusters Score -1547206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1547204.500000 Penalty: 3135.667480
	Iteration 48Q: 3 clusters Score -1547204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1547205.250000 Penalty: 3135.667480
	Iteration 49Q: 3 clusters Score -1547205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1547208.125000 Penalty: 3135.667480
	Iteration 50Q: 3 clusters Score -1547208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1547208.500000 Penalty: 3135.667480
	Iteration 51Q: 3 clusters Score -1547208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1547209.500000 Penalty: 3135.667480
	Iteration 52Q: 3 clusters Score -1547210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1547209.000000 Penalty: 3135.667480
	Iteration 53Q: 3 clusters Score -1547209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1547209.000000 Penalty: 3135.667480
	Iteration 54F: 3 clusters Score -1547209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -1149422.750000 Penalty: 1516.899902
	Iteration 0F: 2 clusters Score -1149423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1141434.250000 Penalty: 3033.799805
	Iteration 0F: 3 clusters Score -1141434 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1144172.625000 Penalty: 3033.799805
	Iteration 1F: 3 clusters Score -1144173 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1144511.500000 Penalty: 3033.799805
	Iteration 2F: 3 clusters Score -1144512 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1144794.000000 Penalty: 3033.799805
	Iteration 3F: 3 clusters Score -1144794 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1145094.250000 Penalty: 3033.799805
	Iteration 4F: 3 clusters Score -1145094 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1145490.625000 Penalty: 3033.799805
	Iteration 5F: 3 clusters Score -1145491 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1145967.500000 Penalty: 3033.799805
	Iteration 6F: 3 clusters Score -1145968 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1146554.250000 Penalty: 3033.799805
	Iteration 7F: 3 clusters Score -1146554 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1147165.625000 Penalty: 3033.799805
	Iteration 8F: 3 clusters Score -1147166 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1147685.750000 Penalty: 3033.799805
	Iteration 9F: 3 clusters Score -1147686 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1147980.375000 Penalty: 3033.799805
	Iteration 10Q: 3 clusters Score -1147980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1148148.875000 Penalty: 3033.799805
	Iteration 11Q: 3 clusters Score -1148149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1148270.375000 Penalty: 3033.799805
	Iteration 12Q: 3 clusters Score -1148270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1148333.000000 Penalty: 3033.799805
	Iteration 13Q: 3 clusters Score -1148333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1148381.375000 Penalty: 3033.799805
	Iteration 14Q: 3 clusters Score -1148381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1148405.875000 Penalty: 3033.799805
	Iteration 15Q: 3 clusters Score -1148406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1148425.750000 Penalty: 3033.799805
	Iteration 16Q: 3 clusters Score -1148426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1148442.750000 Penalty: 3033.799805
	Iteration 17Q: 3 clusters Score -1148443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1148451.375000 Penalty: 3033.799805
	Iteration 18Q: 3 clusters Score -1148451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1148460.500000 Penalty: 3033.799805
	Iteration 19Q: 3 clusters Score -1148460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1148467.875000 Penalty: 3033.799805
	Iteration 20F: 3 clusters Score -1148468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1148471.375000 Penalty: 3033.799805
	Iteration 21Q: 3 clusters Score -1148471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1148476.125000 Penalty: 3033.799805
	Iteration 22Q: 3 clusters Score -1148476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1148478.750000 Penalty: 3033.799805
	Iteration 23Q: 3 clusters Score -1148479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1148479.750000 Penalty: 3033.799805
	Iteration 24Q: 3 clusters Score -1148480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1148483.125000 Penalty: 3033.799805
	Iteration 25Q: 3 clusters Score -1148483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1148487.875000 Penalty: 3033.799805
	Iteration 26Q: 3 clusters Score -1148488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1148491.625000 Penalty: 3033.799805
	Iteration 27Q: 3 clusters Score -1148492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1148495.250000 Penalty: 3033.799805
	Iteration 28Q: 3 clusters Score -1148495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1148495.375000 Penalty: 3033.799805
	Iteration 29Q: 3 clusters Score -1148495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1148499.625000 Penalty: 3033.799805
	Iteration 30Q: 3 clusters Score -1148500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1148500.750000 Penalty: 3033.799805
	Iteration 31Q: 3 clusters Score -1148501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1148501.750000 Penalty: 3033.799805
	Iteration 32Q: 3 clusters Score -1148502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1148501.125000 Penalty: 3033.799805
	Iteration 33Q: 3 clusters Score -1148501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1148503.000000 Penalty: 3033.799805
	Iteration 34Q: 3 clusters Score -1148503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1148504.750000 Penalty: 3033.799805
	Iteration 35Q: 3 clusters Score -1148505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1148505.125000 Penalty: 3033.799805
	Iteration 36Q: 3 clusters Score -1148505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1148505.125000 Penalty: 3033.799805
	Iteration 37F: 3 clusters Score -1148505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Entering Unmasked Estep 
Score: -7616500.000000 Penalty: 1819.056396
	Iteration 0F: 2 clusters Score -7616500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7568039.500000 Penalty: 3638.112793
	Iteration 0F: 3 clusters Score -7568040 nChanged 34453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -7587991.000000 Penalty: 3638.112793
	Iteration 1F: 3 clusters Score -7587991 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7588976.000000 Penalty: 3638.112793
	Iteration 2Q: 3 clusters Score -7588976 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7590011.000000 Penalty: 3638.112793
	Iteration 3Q: 3 clusters Score -7590011 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -7591378.000000 Penalty: 3638.112793
	Iteration 4Q: 3 clusters Score -7591378 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -7592993.500000 Penalty: 3638.112793
	Iteration 5Q: 3 clusters Score -7592994 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -7594766.500000 Penalty: 3638.112793
	Iteration 6F: 3 clusters Score -7594766 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -7596616.000000 Penalty: 3638.112793
	Iteration 7F: 3 clusters Score -7596616 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -7598361.000000 Penalty: 3638.112793
	Iteration 8Q: 3 clusters Score -7598361 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -7600205.000000 Penalty: 3638.112793
	Iteration 9Q: 3 clusters Score -7600205 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -7601935.500000 Penalty: 3638.112793
	Iteration 10Q: 3 clusters Score -7601936 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -7603434.000000 Penalty: 3638.112793
	Iteration 11Q: 3 clusters Score -7603434 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -7604470.500000 Penalty: 3638.112793
	Iteration 12Q: 3 clusters Score -7604470 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -7605127.000000 Penalty: 3638.112793
	Iteration 13Q: 3 clusters Score -7605127 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -7605694.500000 Penalty: 3638.112793
	Iteration 14Q: 3 clusters Score -7605694 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -7606128.000000 Penalty: 3638.112793
	Iteration 15Q: 3 clusters Score -7606128 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -7606562.000000 Penalty: 3638.112793
	Iteration 16Q: 3 clusters Score -7606562 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -7606993.500000 Penalty: 3638.112793
	Iteration 17Q: 3 clusters Score -7606994 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -7607471.500000 Penalty: 3638.112793
	Iteration 18Q: 3 clusters Score -7607472 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7607992.000000 Penalty: 3638.112793
	Iteration 19Q: 3 clusters Score -7607992 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -7608507.000000 Penalty: 3638.112793
	Iteration 20F: 3 clusters Score -7608507 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7609044.500000 Penalty: 3638.112793
	Iteration 21Q: 3 clusters Score -7609044 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -7609564.500000 Penalty: 3638.112793
	Iteration 22Q: 3 clusters Score -7609564 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -7610059.500000 Penalty: 3638.112793
	Iteration 23Q: 3 clusters Score -7610060 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -7610480.500000 Penalty: 3638.112793
	Iteration 24Q: 3 clusters Score -7610480 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -7610963.000000 Penalty: 3638.112793
	Iteration 25Q: 3 clusters Score -7610963 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -7611331.500000 Penalty: 3638.112793
	Iteration 26Q: 3 clusters Score -7611332 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -7611764.500000 Penalty: 3638.112793
	Iteration 27Q: 3 clusters Score -7611764 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -7612173.000000 Penalty: 3638.112793
	Iteration 28Q: 3 clusters Score -7612173 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -7612592.000000 Penalty: 3638.112793
	Iteration 29Q: 3 clusters Score -7612592 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -7612920.500000 Penalty: 3638.112793
	Iteration 30Q: 3 clusters Score -7612920 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -7613288.500000 Penalty: 3638.112793
	Iteration 31Q: 3 clusters Score -7613288 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -7613652.500000 Penalty: 3638.112793
	Iteration 32Q: 3 clusters Score -7613652 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -7613924.000000 Penalty: 3638.112793
	Iteration 33Q: 3 clusters Score -7613924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -7614172.500000 Penalty: 3638.112793
	Iteration 34Q: 3 clusters Score -7614172 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -7614391.500000 Penalty: 3638.112793
	Iteration 35Q: 3 clusters Score -7614392 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -7614554.500000 Penalty: 3638.112793
	Iteration 36Q: 3 clusters Score -7614554 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -7614672.500000 Penalty: 3638.112793
	Iteration 37Q: 3 clusters Score -7614672 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -7614755.000000 Penalty: 3638.112793
	Iteration 38Q: 3 clusters Score -7614755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -7614817.000000 Penalty: 3638.112793
	Iteration 39Q: 3 clusters Score -7614817 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -7614872.000000 Penalty: 3638.112793
	Iteration 40F: 3 clusters Score -7614872 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -7614919.000000 Penalty: 3638.112793
	Iteration 41Q: 3 clusters Score -7614919 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -7614969.000000 Penalty: 3638.112793
	Iteration 42Q: 3 clusters Score -7614969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -7615010.000000 Penalty: 3638.112793
	Iteration 43Q: 3 clusters Score -7615010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -7615036.000000 Penalty: 3638.112793
	Iteration 44Q: 3 clusters Score -7615036 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -7615068.500000 Penalty: 3638.112793
	Iteration 45Q: 3 clusters Score -7615068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -7615102.500000 Penalty: 3638.112793
	Iteration 46Q: 3 clusters Score -7615102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -7615118.500000 Penalty: 3638.112793
	Iteration 47Q: 3 clusters Score -7615118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -7615128.000000 Penalty: 3638.112793
	Iteration 48Q: 3 clusters Score -7615128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -7615153.500000 Penalty: 3638.112793
	Iteration 49Q: 3 clusters Score -7615154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -7615168.000000 Penalty: 3638.112793
	Iteration 50Q: 3 clusters Score -7615168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -7615181.000000 Penalty: 3638.112793
	Iteration 51Q: 3 clusters Score -7615181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -7615192.500000 Penalty: 3638.112793
	Iteration 52Q: 3 clusters Score -7615192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -7615206.500000 Penalty: 3638.112793
	Iteration 53Q: 3 clusters Score -7615206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -7615217.000000 Penalty: 3638.112793
	Iteration 54Q: 3 clusters Score -7615217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -7615233.500000 Penalty: 3638.112793
	Iteration 55Q: 3 clusters Score -7615234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -7615245.500000 Penalty: 3638.112793
	Iteration 56Q: 3 clusters Score -7615246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -7615253.000000 Penalty: 3638.112793
	Iteration 57Q: 3 clusters Score -7615253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -7615257.500000 Penalty: 3638.112793
	Iteration 58Q: 3 clusters Score -7615258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -7615271.500000 Penalty: 3638.112793
	Iteration 59Q: 3 clusters Score -7615272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -7615276.500000 Penalty: 3638.112793
	Iteration 60F: 3 clusters Score -7615276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -7615282.500000 Penalty: 3638.112793
	Iteration 61Q: 3 clusters Score -7615282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -7615279.000000 Penalty: 3638.112793
	Iteration 62Q: 3 clusters Score -7615279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -7615284.000000 Penalty: 3638.112793
	Iteration 63Q: 3 clusters Score -7615284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -7615286.000000 Penalty: 3638.112793
	Iteration 64Q: 3 clusters Score -7615286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -7615291.500000 Penalty: 3638.112793
	Iteration 65Q: 3 clusters Score -7615292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -7615283.500000 Penalty: 3638.112793
	Iteration 66Q: 3 clusters Score -7615284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -7615284.000000 Penalty: 3638.112793
	Iteration 67Q: 3 clusters Score -7615284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -7615284.000000 Penalty: 3638.112793
	Iteration 68F: 3 clusters Score -7615284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -160179.156250 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -160179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -158172.531250 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -158172.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -158793.812500 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -158793.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -159106.484375 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -159106.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -159437.250000 Penalty: 2454.647705
	Iteration 3F: 3 clusters Score -159437.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -159810.265625 Penalty: 2454.647705
	Iteration 4F: 3 clusters Score -159810.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160056.265625 Penalty: 2454.647705
	Iteration 5F: 3 clusters Score -160056.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160169.781250 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -160169.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -160231.343750 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -160231.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160266.671875 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -160266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -160291.000000 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -160291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -160308.343750 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -160308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160317.140625 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -160317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160322.000000 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -160322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160324.890625 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -160324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -160328.125000 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -160328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160330.656250 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -160330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -160332.078125 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -160332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160333.296875 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -160333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -160334.750000 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -160334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160337.375000 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -160337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160340.953125 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -160341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160341.765625 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -160341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160341.750000 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -160341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160341.750000 Penalty: 2454.647705
	Iteration 23F: 3 clusters Score -160341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1002 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 904 members 
Entering Unmasked Estep 
Score: -154068080.000000 Penalty: 111104.703125
Splitting cluster 13 changes total score from -154068976.000000 to -154068080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -593602.000000 Penalty: 1412.774902
	Iteration 0F: 2 clusters Score -593602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -588974.250000 Penalty: 2825.549805
	Iteration 0F: 3 clusters Score -588974.2 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -590316.250000 Penalty: 2825.549805
	Iteration 1F: 3 clusters Score -590316.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -590522.500000 Penalty: 2825.549805
	Iteration 2F: 3 clusters Score -590522.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -590690.125000 Penalty: 2825.549805
	Iteration 3F: 3 clusters Score -590690.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -590865.562500 Penalty: 2825.549805
	Iteration 4Q: 3 clusters Score -590865.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -591050.625000 Penalty: 2825.549805
	Iteration 5Q: 3 clusters Score -591050.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -591244.437500 Penalty: 2825.549805
	Iteration 6Q: 3 clusters Score -591244.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -591462.750000 Penalty: 2825.549805
	Iteration 7Q: 3 clusters Score -591462.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -591679.062500 Penalty: 2825.549805
	Iteration 8Q: 3 clusters Score -591679.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -591884.625000 Penalty: 2825.549805
	Iteration 9Q: 3 clusters Score -591884.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -592067.062500 Penalty: 2825.549805
	Iteration 10Q: 3 clusters Score -592067.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -592234.687500 Penalty: 2825.549805
	Iteration 11Q: 3 clusters Score -592234.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -592367.062500 Penalty: 2825.549805
	Iteration 12Q: 3 clusters Score -592367.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -592464.125000 Penalty: 2825.549805
	Iteration 13Q: 3 clusters Score -592464.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -592530.312500 Penalty: 2825.549805
	Iteration 14Q: 3 clusters Score -592530.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -592587.875000 Penalty: 2825.549805
	Iteration 15Q: 3 clusters Score -592587.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -592622.562500 Penalty: 2825.549805
	Iteration 16Q: 3 clusters Score -592622.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -592643.937500 Penalty: 2825.549805
	Iteration 17Q: 3 clusters Score -592643.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -592667.250000 Penalty: 2825.549805
	Iteration 18Q: 3 clusters Score -592667.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -592690.312500 Penalty: 2825.549805
	Iteration 19Q: 3 clusters Score -592690.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -592711.312500 Penalty: 2825.549805
	Iteration 20F: 3 clusters Score -592711.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -592727.437500 Penalty: 2825.549805
	Iteration 21Q: 3 clusters Score -592727.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -592743.500000 Penalty: 2825.549805
	Iteration 22Q: 3 clusters Score -592743.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -592755.187500 Penalty: 2825.549805
	Iteration 23Q: 3 clusters Score -592755.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -592765.687500 Penalty: 2825.549805
	Iteration 24Q: 3 clusters Score -592765.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -592779.000000 Penalty: 2825.549805
	Iteration 25Q: 3 clusters Score -592779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -592790.875000 Penalty: 2825.549805
	Iteration 26Q: 3 clusters Score -592790.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -592802.187500 Penalty: 2825.549805
	Iteration 27Q: 3 clusters Score -592802.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -592820.437500 Penalty: 2825.549805
	Iteration 28Q: 3 clusters Score -592820.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -592841.000000 Penalty: 2825.549805
	Iteration 29Q: 3 clusters Score -592841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -592880.687500 Penalty: 2825.549805
	Iteration 30Q: 3 clusters Score -592880.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -592939.562500 Penalty: 2825.549805
	Iteration 31Q: 3 clusters Score -592939.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -593009.562500 Penalty: 2825.549805
	Iteration 32Q: 3 clusters Score -593009.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -593063.687500 Penalty: 2825.549805
	Iteration 33Q: 3 clusters Score -593063.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -593132.562500 Penalty: 2825.549805
	Iteration 34Q: 3 clusters Score -593132.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -593185.125000 Penalty: 2825.549805
	Iteration 35Q: 3 clusters Score -593185.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -593241.375000 Penalty: 2825.549805
	Iteration 36Q: 3 clusters Score -593241.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -593289.187500 Penalty: 2825.549805
	Iteration 37Q: 3 clusters Score -593289.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -593327.312500 Penalty: 2825.549805
	Iteration 38Q: 3 clusters Score -593327.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -593365.812500 Penalty: 2825.549805
	Iteration 39Q: 3 clusters Score -593365.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -593410.062500 Penalty: 2825.549805
	Iteration 40F: 3 clusters Score -593410.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -593444.000000 Penalty: 2825.549805
	Iteration 41Q: 3 clusters Score -593444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -593465.250000 Penalty: 2825.549805
	Iteration 42Q: 3 clusters Score -593465.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -593482.375000 Penalty: 2825.549805
	Iteration 43Q: 3 clusters Score -593482.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -593497.625000 Penalty: 2825.549805
	Iteration 44Q: 3 clusters Score -593497.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -593512.312500 Penalty: 2825.549805
	Iteration 45Q: 3 clusters Score -593512.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -593525.500000 Penalty: 2825.549805
	Iteration 46Q: 3 clusters Score -593525.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -593536.750000 Penalty: 2825.549805
	Iteration 47Q: 3 clusters Score -593536.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -593547.062500 Penalty: 2825.549805
	Iteration 48Q: 3 clusters Score -593547.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -593556.187500 Penalty: 2825.549805
	Iteration 49Q: 3 clusters Score -593556.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -593563.375000 Penalty: 2825.549805
	Iteration 50Q: 3 clusters Score -593563.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -593568.500000 Penalty: 2825.549805
	Iteration 51Q: 3 clusters Score -593568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -593571.937500 Penalty: 2825.549805
	Iteration 52Q: 3 clusters Score -593571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -593575.562500 Penalty: 2825.549805
	Iteration 53Q: 3 clusters Score -593575.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -593579.187500 Penalty: 2825.549805
	Iteration 54Q: 3 clusters Score -593579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -593582.812500 Penalty: 2825.549805
	Iteration 55Q: 3 clusters Score -593582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -593584.875000 Penalty: 2825.549805
	Iteration 56Q: 3 clusters Score -593584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -593586.062500 Penalty: 2825.549805
	Iteration 57Q: 3 clusters Score -593586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -593588.000000 Penalty: 2825.549805
	Iteration 58Q: 3 clusters Score -593588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -593587.687500 Penalty: 2825.549805
	Iteration 59Q: 3 clusters Score -593587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -593587.687500 Penalty: 2825.549805
	Iteration 60F: 3 clusters Score -593587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168117 members 
Entering Unmasked Estep 
Score: -17653506.000000 Penalty: 1955.267456
	Iteration 0F: 2 clusters Score -1.765351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -17555236.000000 Penalty: 3910.534912
	Iteration 0F: 3 clusters Score -1.755524e+07 nChanged 81192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -17604678.000000 Penalty: 3910.534912
	Iteration 1F: 3 clusters Score -1.760468e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -17606396.000000 Penalty: 3910.534912
	Iteration 2Q: 3 clusters Score -1.76064e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -17609758.000000 Penalty: 3910.534912
	Iteration 3Q: 3 clusters Score -1.760976e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -17615194.000000 Penalty: 3910.534912
	Iteration 4F: 3 clusters Score -1.761519e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -17623570.000000 Penalty: 3910.534912
	Iteration 5F: 3 clusters Score -1.762357e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -17634150.000000 Penalty: 3910.534912
	Iteration 6F: 3 clusters Score -1.763415e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -17643228.000000 Penalty: 3910.534912
	Iteration 7F: 3 clusters Score -1.764323e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -17647984.000000 Penalty: 3910.534912
	Iteration 8Q: 3 clusters Score -1.764798e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -17650134.000000 Penalty: 3910.534912
	Iteration 9Q: 3 clusters Score -1.765013e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123823 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -17651452.000000 Penalty: 3910.534912
	Iteration 10Q: 3 clusters Score -1.765145e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126568 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -17652686.000000 Penalty: 3910.534912
	Iteration 11Q: 3 clusters Score -1.765269e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -17653910.000000 Penalty: 3910.534912
	Iteration 12Q: 3 clusters Score -1.765391e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -17655036.000000 Penalty: 3910.534912
	Iteration 13Q: 3 clusters Score -1.765504e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -17656062.000000 Penalty: 3910.534912
	Iteration 14Q: 3 clusters Score -1.765606e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -17656708.000000 Penalty: 3910.534912
	Iteration 15Q: 3 clusters Score -1.765671e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -17657412.000000 Penalty: 3910.534912
	Iteration 16Q: 3 clusters Score -1.765741e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -17657942.000000 Penalty: 3910.534912
	Iteration 17Q: 3 clusters Score -1.765794e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142905 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -17658400.000000 Penalty: 3910.534912
	Iteration 18Q: 3 clusters Score -1.76584e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -17658356.000000 Penalty: 3910.534912
	Iteration 19Q: 3 clusters Score -1.765836e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146827 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -17658304.000000 Penalty: 3910.534912
	Iteration 20F: 3 clusters Score -1.76583e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -17658086.000000 Penalty: 3910.534912
	Iteration 21Q: 3 clusters Score -1.765809e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -17657760.000000 Penalty: 3910.534912
	Iteration 22Q: 3 clusters Score -1.765776e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -17657442.000000 Penalty: 3910.534912
	Iteration 23Q: 3 clusters Score -1.765744e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -17656928.000000 Penalty: 3910.534912
	Iteration 24Q: 3 clusters Score -1.765693e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -17656398.000000 Penalty: 3910.534912
	Iteration 25Q: 3 clusters Score -1.76564e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -17655966.000000 Penalty: 3910.534912
	Iteration 26Q: 3 clusters Score -1.765597e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -17655510.000000 Penalty: 3910.534912
	Iteration 27Q: 3 clusters Score -1.765551e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -17655240.000000 Penalty: 3910.534912
	Iteration 28Q: 3 clusters Score -1.765524e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -17654918.000000 Penalty: 3910.534912
	Iteration 29Q: 3 clusters Score -1.765492e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -17654622.000000 Penalty: 3910.534912
	Iteration 30Q: 3 clusters Score -1.765462e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -17654372.000000 Penalty: 3910.534912
	Iteration 31Q: 3 clusters Score -1.765437e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -17654110.000000 Penalty: 3910.534912
	Iteration 32Q: 3 clusters Score -1.765411e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -17653880.000000 Penalty: 3910.534912
	Iteration 33Q: 3 clusters Score -1.765388e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163376 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -17653732.000000 Penalty: 3910.534912
	Iteration 34Q: 3 clusters Score -1.765373e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -17653606.000000 Penalty: 3910.534912
	Iteration 35Q: 3 clusters Score -1.765361e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -17653442.000000 Penalty: 3910.534912
	Iteration 36Q: 3 clusters Score -1.765344e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164509 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -17653330.000000 Penalty: 3910.534912
	Iteration 37Q: 3 clusters Score -1.765333e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -17653224.000000 Penalty: 3910.534912
	Iteration 38Q: 3 clusters Score -1.765322e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165083 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -17653088.000000 Penalty: 3910.534912
	Iteration 39Q: 3 clusters Score -1.765309e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -17653024.000000 Penalty: 3910.534912
	Iteration 40F: 3 clusters Score -1.765302e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -17652992.000000 Penalty: 3910.534912
	Iteration 41Q: 3 clusters Score -1.765299e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -17652882.000000 Penalty: 3910.534912
	Iteration 42Q: 3 clusters Score -1.765288e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17652880.000000 Penalty: 3910.534912
	Iteration 43Q: 3 clusters Score -1.765288e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -17652836.000000 Penalty: 3910.534912
	Iteration 44Q: 3 clusters Score -1.765284e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17652800.000000 Penalty: 3910.534912
	Iteration 45Q: 3 clusters Score -1.76528e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -17652770.000000 Penalty: 3910.534912
	Iteration 46Q: 3 clusters Score -1.765277e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -17652736.000000 Penalty: 3910.534912
	Iteration 47Q: 3 clusters Score -1.765274e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166565 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17652700.000000 Penalty: 3910.534912
	Iteration 48Q: 3 clusters Score -1.76527e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -17652698.000000 Penalty: 3910.534912
	Iteration 49Q: 3 clusters Score -1.76527e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -17652710.000000 Penalty: 3910.534912
	Iteration 50Q: 3 clusters Score -1.765271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17652712.000000 Penalty: 3910.534912
	Iteration 51Q: 3 clusters Score -1.765271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -17652700.000000 Penalty: 3910.534912
	Iteration 52Q: 3 clusters Score -1.76527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -17652712.000000 Penalty: 3910.534912
	Iteration 53Q: 3 clusters Score -1.765271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166911 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -17652716.000000 Penalty: 3910.534912
	Iteration 54Q: 3 clusters Score -1.765272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -17652720.000000 Penalty: 3910.534912
	Iteration 55Q: 3 clusters Score -1.765272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17652702.000000 Penalty: 3910.534912
	Iteration 56Q: 3 clusters Score -1.76527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -17652690.000000 Penalty: 3910.534912
	Iteration 57Q: 3 clusters Score -1.765269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167046 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -17652680.000000 Penalty: 3910.534912
	Iteration 58Q: 3 clusters Score -1.765268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167082 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -17652652.000000 Penalty: 3910.534912
	Iteration 59Q: 3 clusters Score -1.765265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167102 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17652644.000000 Penalty: 3910.534912
	Iteration 60F: 3 clusters Score -1.765264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17652654.000000 Penalty: 3910.534912
	Iteration 61Q: 3 clusters Score -1.765265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17652646.000000 Penalty: 3910.534912
	Iteration 62Q: 3 clusters Score -1.765265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17652628.000000 Penalty: 3910.534912
	Iteration 63Q: 3 clusters Score -1.765263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167161 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -17652630.000000 Penalty: 3910.534912
	Iteration 64Q: 3 clusters Score -1.765263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17652618.000000 Penalty: 3910.534912
	Iteration 65Q: 3 clusters Score -1.765262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17652608.000000 Penalty: 3910.534912
	Iteration 66Q: 3 clusters Score -1.765261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167184 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17652590.000000 Penalty: 3910.534912
	Iteration 67Q: 3 clusters Score -1.765259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167202 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17652584.000000 Penalty: 3910.534912
	Iteration 68Q: 3 clusters Score -1.765258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17652588.000000 Penalty: 3910.534912
	Iteration 69Q: 3 clusters Score -1.765259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167228 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17652596.000000 Penalty: 3910.534912
	Iteration 70Q: 3 clusters Score -1.76526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167238 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17652580.000000 Penalty: 3910.534912
	Iteration 71Q: 3 clusters Score -1.765258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -17652584.000000 Penalty: 3910.534912
	Iteration 72Q: 3 clusters Score -1.765258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -17652578.000000 Penalty: 3910.534912
	Iteration 73Q: 3 clusters Score -1.765258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167260 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17652580.000000 Penalty: 3910.534912
	Iteration 74Q: 3 clusters Score -1.765258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167263 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17652584.000000 Penalty: 3910.534912
	Iteration 75Q: 3 clusters Score -1.765258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17652582.000000 Penalty: 3910.534912
	Iteration 76Q: 3 clusters Score -1.765258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17652586.000000 Penalty: 3910.534912
	Iteration 77Q: 3 clusters Score -1.765259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -17652584.000000 Penalty: 3910.534912
	Iteration 78Q: 3 clusters Score -1.765258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167269 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -17652586.000000 Penalty: 3910.534912
	Iteration 79Q: 3 clusters Score -1.765259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167277 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17652570.000000 Penalty: 3910.534912
	Iteration 80F: 3 clusters Score -1.765257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -17652562.000000 Penalty: 3910.534912
	Iteration 81Q: 3 clusters Score -1.765256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17652562.000000 Penalty: 3910.534912
	Iteration 82Q: 3 clusters Score -1.765256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17652566.000000 Penalty: 3910.534912
	Iteration 83Q: 3 clusters Score -1.765257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17652554.000000 Penalty: 3910.534912
	Iteration 84Q: 3 clusters Score -1.765255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17652558.000000 Penalty: 3910.534912
	Iteration 85Q: 3 clusters Score -1.765256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17652556.000000 Penalty: 3910.534912
	Iteration 86Q: 3 clusters Score -1.765256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17652548.000000 Penalty: 3910.534912
	Iteration 87Q: 3 clusters Score -1.765255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -17652542.000000 Penalty: 3910.534912
	Iteration 88Q: 3 clusters Score -1.765254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17652554.000000 Penalty: 3910.534912
	Iteration 89Q: 3 clusters Score -1.765255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17652548.000000 Penalty: 3910.534912
	Iteration 90Q: 3 clusters Score -1.765255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17652560.000000 Penalty: 3910.534912
	Iteration 91Q: 3 clusters Score -1.765256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167314 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17652558.000000 Penalty: 3910.534912
	Iteration 92Q: 3 clusters Score -1.765256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17652560.000000 Penalty: 3910.534912
	Iteration 93Q: 3 clusters Score -1.765256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -17652554.000000 Penalty: 3910.534912
	Iteration 94Q: 3 clusters Score -1.765255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -17652548.000000 Penalty: 3910.534912
	Iteration 95Q: 3 clusters Score -1.765255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17652538.000000 Penalty: 3910.534912
	Iteration 96Q: 3 clusters Score -1.765254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -17652530.000000 Penalty: 3910.534912
	Iteration 97Q: 3 clusters Score -1.765253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -17652520.000000 Penalty: 3910.534912
	Iteration 98Q: 3 clusters Score -1.765252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17652528.000000 Penalty: 3910.534912
	Iteration 99Q: 3 clusters Score -1.765253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167336 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -17652528.000000 Penalty: 3910.534912
	Iteration 100F: 3 clusters Score -1.765253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -435722.843750 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -435722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -431950.000000 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -431950 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -433153.156250 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -433153.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -433456.468750 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -433456.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -433699.437500 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -433699.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -433905.031250 Penalty: 2744.152588
	Iteration 4F: 3 clusters Score -433905 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -434077.906250 Penalty: 2744.152588
	Iteration 5F: 3 clusters Score -434077.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -434234.406250 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -434234.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -434350.218750 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -434350.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -434454.062500 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -434454.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -434542.343750 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -434542.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -434624.468750 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -434624.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -434735.750000 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -434735.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -434851.437500 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -434851.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -434927.718750 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -434927.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -434994.656250 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -434994.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -435052.843750 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -435052.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -435083.656250 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -435083.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -435110.718750 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -435110.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -435143.625000 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -435143.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -435159.125000 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -435159.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -435193.593750 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -435193.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -435211.875000 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -435211.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -435229.031250 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -435229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -435237.781250 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -435237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -435243.906250 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -435243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -435247.875000 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -435247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435251.718750 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -435251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -435256.281250 Penalty: 2744.152588
	Iteration 27Q: 3 clusters Score -435256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -435258.437500 Penalty: 2744.152588
	Iteration 28Q: 3 clusters Score -435258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -435262.281250 Penalty: 2744.152588
	Iteration 29Q: 3 clusters Score -435262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -435262.125000 Penalty: 2744.152588
	Iteration 30Q: 3 clusters Score -435262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -435263.500000 Penalty: 2744.152588
	Iteration 31Q: 3 clusters Score -435263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -435264.281250 Penalty: 2744.152588
	Iteration 32Q: 3 clusters Score -435264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -435266.218750 Penalty: 2744.152588
	Iteration 33Q: 3 clusters Score -435266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -435267.562500 Penalty: 2744.152588
	Iteration 34Q: 3 clusters Score -435267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -435268.593750 Penalty: 2744.152588
	Iteration 35Q: 3 clusters Score -435268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -435267.906250 Penalty: 2744.152588
	Iteration 36Q: 3 clusters Score -435267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -435267.906250 Penalty: 2744.152588
	Iteration 37F: 3 clusters Score -435267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Entering Unmasked Estep 
Score: -6926057.000000 Penalty: 1801.889771
	Iteration 0F: 2 clusters Score -6926057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -6882212.000000 Penalty: 3603.779541
	Iteration 0F: 3 clusters Score -6882212 nChanged 31039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -6900278.500000 Penalty: 3603.779541
	Iteration 1F: 3 clusters Score -6900278 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -6901171.500000 Penalty: 3603.779541
	Iteration 2Q: 3 clusters Score -6901172 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6902284.500000 Penalty: 3603.779541
	Iteration 3Q: 3 clusters Score -6902284 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -6903841.000000 Penalty: 3603.779541
	Iteration 4F: 3 clusters Score -6903841 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6905876.000000 Penalty: 3603.779541
	Iteration 5F: 3 clusters Score -6905876 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -6908300.000000 Penalty: 3603.779541
	Iteration 6F: 3 clusters Score -6908300 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -6910923.500000 Penalty: 3603.779541
	Iteration 7F: 3 clusters Score -6910924 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6913402.000000 Penalty: 3603.779541
	Iteration 8F: 3 clusters Score -6913402 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -6915617.500000 Penalty: 3603.779541
	Iteration 9F: 3 clusters Score -6915618 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -6917543.000000 Penalty: 3603.779541
	Iteration 10Q: 3 clusters Score -6917543 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6919150.500000 Penalty: 3603.779541
	Iteration 11Q: 3 clusters Score -6919150 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -6920528.000000 Penalty: 3603.779541
	Iteration 12Q: 3 clusters Score -6920528 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6921559.500000 Penalty: 3603.779541
	Iteration 13Q: 3 clusters Score -6921560 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -6922336.500000 Penalty: 3603.779541
	Iteration 14Q: 3 clusters Score -6922336 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6922875.500000 Penalty: 3603.779541
	Iteration 15Q: 3 clusters Score -6922876 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6923324.500000 Penalty: 3603.779541
	Iteration 16Q: 3 clusters Score -6923324 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6923619.500000 Penalty: 3603.779541
	Iteration 17Q: 3 clusters Score -6923620 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6923828.000000 Penalty: 3603.779541
	Iteration 18Q: 3 clusters Score -6923828 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6923933.500000 Penalty: 3603.779541
	Iteration 19Q: 3 clusters Score -6923934 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6924030.500000 Penalty: 3603.779541
	Iteration 20F: 3 clusters Score -6924030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6924113.500000 Penalty: 3603.779541
	Iteration 21Q: 3 clusters Score -6924114 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6924178.000000 Penalty: 3603.779541
	Iteration 22Q: 3 clusters Score -6924178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6924240.000000 Penalty: 3603.779541
	Iteration 23Q: 3 clusters Score -6924240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6924248.000000 Penalty: 3603.779541
	Iteration 24Q: 3 clusters Score -6924248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6924280.500000 Penalty: 3603.779541
	Iteration 25Q: 3 clusters Score -6924280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6924330.500000 Penalty: 3603.779541
	Iteration 26Q: 3 clusters Score -6924330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6924358.000000 Penalty: 3603.779541
	Iteration 27Q: 3 clusters Score -6924358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6924385.500000 Penalty: 3603.779541
	Iteration 28Q: 3 clusters Score -6924386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6924422.500000 Penalty: 3603.779541
	Iteration 29Q: 3 clusters Score -6924422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6924446.000000 Penalty: 3603.779541
	Iteration 30Q: 3 clusters Score -6924446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6924458.500000 Penalty: 3603.779541
	Iteration 31Q: 3 clusters Score -6924458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6924468.000000 Penalty: 3603.779541
	Iteration 32Q: 3 clusters Score -6924468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6924490.500000 Penalty: 3603.779541
	Iteration 33Q: 3 clusters Score -6924490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6924510.000000 Penalty: 3603.779541
	Iteration 34Q: 3 clusters Score -6924510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6924530.000000 Penalty: 3603.779541
	Iteration 35Q: 3 clusters Score -6924530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6924541.000000 Penalty: 3603.779541
	Iteration 36Q: 3 clusters Score -6924541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6924546.000000 Penalty: 3603.779541
	Iteration 37Q: 3 clusters Score -6924546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6924553.500000 Penalty: 3603.779541
	Iteration 38Q: 3 clusters Score -6924554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6924556.500000 Penalty: 3603.779541
	Iteration 39Q: 3 clusters Score -6924556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6924552.500000 Penalty: 3603.779541
	Iteration 40F: 3 clusters Score -6924552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6924557.500000 Penalty: 3603.779541
	Iteration 41Q: 3 clusters Score -6924558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6924561.000000 Penalty: 3603.779541
	Iteration 42Q: 3 clusters Score -6924561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6924575.500000 Penalty: 3603.779541
	Iteration 43Q: 3 clusters Score -6924576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6924576.500000 Penalty: 3603.779541
	Iteration 44Q: 3 clusters Score -6924576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6924579.000000 Penalty: 3603.779541
	Iteration 45Q: 3 clusters Score -6924579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6924590.000000 Penalty: 3603.779541
	Iteration 46Q: 3 clusters Score -6924590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6924593.000000 Penalty: 3603.779541
	Iteration 47Q: 3 clusters Score -6924593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6924596.500000 Penalty: 3603.779541
	Iteration 48Q: 3 clusters Score -6924596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6924598.000000 Penalty: 3603.779541
	Iteration 49Q: 3 clusters Score -6924598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6924593.500000 Penalty: 3603.779541
	Iteration 50Q: 3 clusters Score -6924594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6924596.000000 Penalty: 3603.779541
	Iteration 51Q: 3 clusters Score -6924596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6924596.500000 Penalty: 3603.779541
	Iteration 52Q: 3 clusters Score -6924596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6924594.000000 Penalty: 3603.779541
	Iteration 53Q: 3 clusters Score -6924594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6924591.500000 Penalty: 3603.779541
	Iteration 54Q: 3 clusters Score -6924592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6924593.000000 Penalty: 3603.779541
	Iteration 55Q: 3 clusters Score -6924593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6924593.000000 Penalty: 3603.779541
	Iteration 56F: 3 clusters Score -6924593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Entering Unmasked Estep 
Score: -8557552.000000 Penalty: 1837.915039
	Iteration 0F: 2 clusters Score -8557552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -8503107.000000 Penalty: 3675.830078
	Iteration 0F: 3 clusters Score -8503107 nChanged 38919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8525471.000000 Penalty: 3675.830078
	Iteration 1F: 3 clusters Score -8525471 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8526418.000000 Penalty: 3675.830078
	Iteration 2Q: 3 clusters Score -8526418 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8527569.000000 Penalty: 3675.830078
	Iteration 3Q: 3 clusters Score -8527569 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8529100.000000 Penalty: 3675.830078
	Iteration 4Q: 3 clusters Score -8529100 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -8531250.000000 Penalty: 3675.830078
	Iteration 5Q: 3 clusters Score -8531250 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -8534028.000000 Penalty: 3675.830078
	Iteration 6F: 3 clusters Score -8534028 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -8536930.000000 Penalty: 3675.830078
	Iteration 7F: 3 clusters Score -8536930 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -8539890.000000 Penalty: 3675.830078
	Iteration 8F: 3 clusters Score -8539890 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -8542359.000000 Penalty: 3675.830078
	Iteration 9F: 3 clusters Score -8542359 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -8544374.000000 Penalty: 3675.830078
	Iteration 10Q: 3 clusters Score -8544374 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -8545975.000000 Penalty: 3675.830078
	Iteration 11Q: 3 clusters Score -8545975 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -8547426.000000 Penalty: 3675.830078
	Iteration 12Q: 3 clusters Score -8547426 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -8548942.000000 Penalty: 3675.830078
	Iteration 13Q: 3 clusters Score -8548942 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -8550295.000000 Penalty: 3675.830078
	Iteration 14Q: 3 clusters Score -8550295 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -8551624.000000 Penalty: 3675.830078
	Iteration 15Q: 3 clusters Score -8551624 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -8552922.000000 Penalty: 3675.830078
	Iteration 16Q: 3 clusters Score -8552922 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -8554001.000000 Penalty: 3675.830078
	Iteration 17Q: 3 clusters Score -8554001 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -8554703.000000 Penalty: 3675.830078
	Iteration 18Q: 3 clusters Score -8554703 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -8555178.000000 Penalty: 3675.830078
	Iteration 19Q: 3 clusters Score -8555178 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -8555487.000000 Penalty: 3675.830078
	Iteration 20F: 3 clusters Score -8555487 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -8555646.000000 Penalty: 3675.830078
	Iteration 21Q: 3 clusters Score -8555646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -8555757.000000 Penalty: 3675.830078
	Iteration 22Q: 3 clusters Score -8555757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -8555825.000000 Penalty: 3675.830078
	Iteration 23Q: 3 clusters Score -8555825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -8555878.000000 Penalty: 3675.830078
	Iteration 24Q: 3 clusters Score -8555878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -8555910.000000 Penalty: 3675.830078
	Iteration 25Q: 3 clusters Score -8555910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -8555927.000000 Penalty: 3675.830078
	Iteration 26Q: 3 clusters Score -8555927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -8555936.000000 Penalty: 3675.830078
	Iteration 27Q: 3 clusters Score -8555936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -8555941.000000 Penalty: 3675.830078
	Iteration 28Q: 3 clusters Score -8555941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -8555950.000000 Penalty: 3675.830078
	Iteration 29Q: 3 clusters Score -8555950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -8555954.000000 Penalty: 3675.830078
	Iteration 30Q: 3 clusters Score -8555954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -8555954.000000 Penalty: 3675.830078
	Iteration 31F: 3 clusters Score -8555954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Entering Unmasked Estep 
Score: -12191021.000000 Penalty: 1895.752686
	Iteration 0F: 2 clusters Score -1.219102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -12113284.000000 Penalty: 3791.505371
	Iteration 0F: 3 clusters Score -1.211328e+07 nChanged 55743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -12145759.000000 Penalty: 3791.505371
	Iteration 1F: 3 clusters Score -1.214576e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -12146492.000000 Penalty: 3791.505371
	Iteration 2Q: 3 clusters Score -1.214649e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -12147448.000000 Penalty: 3791.505371
	Iteration 3Q: 3 clusters Score -1.214745e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -12149102.000000 Penalty: 3791.505371
	Iteration 4Q: 3 clusters Score -1.21491e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -12151850.000000 Penalty: 3791.505371
	Iteration 5Q: 3 clusters Score -1.215185e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -12156504.000000 Penalty: 3791.505371
	Iteration 6F: 3 clusters Score -1.21565e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -12163204.000000 Penalty: 3791.505371
	Iteration 7F: 3 clusters Score -1.21632e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -12171909.000000 Penalty: 3791.505371
	Iteration 8F: 3 clusters Score -1.217191e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -12180220.000000 Penalty: 3791.505371
	Iteration 9F: 3 clusters Score -1.218022e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -12185400.000000 Penalty: 3791.505371
	Iteration 10Q: 3 clusters Score -1.21854e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 114978 members 
Entering Unmasked Estep 
Score: -12187874.000000 Penalty: 3791.505371
	Iteration 11Q: 3 clusters Score -1.218787e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -12188746.000000 Penalty: 3791.505371
	Iteration 12Q: 3 clusters Score -1.218875e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -12189054.000000 Penalty: 3791.505371
	Iteration 13Q: 3 clusters Score -1.218905e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 116349 members 
Entering Unmasked Estep 
Score: -12189179.000000 Penalty: 3791.505371
	Iteration 14Q: 3 clusters Score -1.218918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -12189255.000000 Penalty: 3791.505371
	Iteration 15Q: 3 clusters Score -1.218926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
Score: -12189287.000000 Penalty: 3791.505371
	Iteration 16Q: 3 clusters Score -1.218929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -12189306.000000 Penalty: 3791.505371
	Iteration 17Q: 3 clusters Score -1.218931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -12189310.000000 Penalty: 3791.505371
	Iteration 18Q: 3 clusters Score -1.218931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -12189307.000000 Penalty: 3791.505371
	Iteration 19Q: 3 clusters Score -1.218931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -12189311.000000 Penalty: 3791.505371
	Iteration 20F: 3 clusters Score -1.218931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -708068.812500 Penalty: 1437.228027
	Iteration 0F: 2 clusters Score -708068.8 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 3460 members 
Entering Unmasked Estep 
Score: -702873.937500 Penalty: 2874.456055
	Iteration 0F: 3 clusters Score -702873.9 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -704448.562500 Penalty: 2874.456055
	Iteration 1F: 3 clusters Score -704448.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -704702.125000 Penalty: 2874.456055
	Iteration 2F: 3 clusters Score -704702.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -704935.437500 Penalty: 2874.456055
	Iteration 3F: 3 clusters Score -704935.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -705170.562500 Penalty: 2874.456055
	Iteration 4F: 3 clusters Score -705170.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -705353.875000 Penalty: 2874.456055
	Iteration 5Q: 3 clusters Score -705353.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -705466.437500 Penalty: 2874.456055
	Iteration 6Q: 3 clusters Score -705466.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -705591.437500 Penalty: 2874.456055
	Iteration 7Q: 3 clusters Score -705591.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -705736.062500 Penalty: 2874.456055
	Iteration 8Q: 3 clusters Score -705736.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -705875.937500 Penalty: 2874.456055
	Iteration 9Q: 3 clusters Score -705875.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -706046.375000 Penalty: 2874.456055
	Iteration 10Q: 3 clusters Score -706046.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -706226.937500 Penalty: 2874.456055
	Iteration 11Q: 3 clusters Score -706226.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -706386.187500 Penalty: 2874.456055
	Iteration 12Q: 3 clusters Score -706386.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -706495.375000 Penalty: 2874.456055
	Iteration 13Q: 3 clusters Score -706495.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -706588.500000 Penalty: 2874.456055
	Iteration 14Q: 3 clusters Score -706588.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -706651.437500 Penalty: 2874.456055
	Iteration 15Q: 3 clusters Score -706651.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -706700.937500 Penalty: 2874.456055
	Iteration 16Q: 3 clusters Score -706700.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -706751.000000 Penalty: 2874.456055
	Iteration 17Q: 3 clusters Score -706751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -706795.812500 Penalty: 2874.456055
	Iteration 18Q: 3 clusters Score -706795.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -706853.437500 Penalty: 2874.456055
	Iteration 19Q: 3 clusters Score -706853.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -706913.312500 Penalty: 2874.456055
	Iteration 20F: 3 clusters Score -706913.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -706964.687500 Penalty: 2874.456055
	Iteration 21Q: 3 clusters Score -706964.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -707000.687500 Penalty: 2874.456055
	Iteration 22Q: 3 clusters Score -707000.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -707024.750000 Penalty: 2874.456055
	Iteration 23Q: 3 clusters Score -707024.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -707043.062500 Penalty: 2874.456055
	Iteration 24Q: 3 clusters Score -707043.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -707057.937500 Penalty: 2874.456055
	Iteration 25Q: 3 clusters Score -707057.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -707069.125000 Penalty: 2874.456055
	Iteration 26Q: 3 clusters Score -707069.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -707079.437500 Penalty: 2874.456055
	Iteration 27Q: 3 clusters Score -707079.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -707089.625000 Penalty: 2874.456055
	Iteration 28Q: 3 clusters Score -707089.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -707100.812500 Penalty: 2874.456055
	Iteration 29Q: 3 clusters Score -707100.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -707111.375000 Penalty: 2874.456055
	Iteration 30Q: 3 clusters Score -707111.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -707120.687500 Penalty: 2874.456055
	Iteration 31Q: 3 clusters Score -707120.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -707125.812500 Penalty: 2874.456055
	Iteration 32Q: 3 clusters Score -707125.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -707131.500000 Penalty: 2874.456055
	Iteration 33Q: 3 clusters Score -707131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -707134.500000 Penalty: 2874.456055
	Iteration 34Q: 3 clusters Score -707134.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -707137.500000 Penalty: 2874.456055
	Iteration 35Q: 3 clusters Score -707137.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -707143.312500 Penalty: 2874.456055
	Iteration 36Q: 3 clusters Score -707143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -707144.062500 Penalty: 2874.456055
	Iteration 37Q: 3 clusters Score -707144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -707147.312500 Penalty: 2874.456055
	Iteration 38Q: 3 clusters Score -707147.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -707148.250000 Penalty: 2874.456055
	Iteration 39Q: 3 clusters Score -707148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -707150.812500 Penalty: 2874.456055
	Iteration 40F: 3 clusters Score -707150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -707152.375000 Penalty: 2874.456055
	Iteration 41Q: 3 clusters Score -707152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -707152.312500 Penalty: 2874.456055
	Iteration 42Q: 3 clusters Score -707152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -707155.000000 Penalty: 2874.456055
	Iteration 43Q: 3 clusters Score -707155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -707156.187500 Penalty: 2874.456055
	Iteration 44Q: 3 clusters Score -707156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -707157.250000 Penalty: 2874.456055
	Iteration 45Q: 3 clusters Score -707157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -707158.125000 Penalty: 2874.456055
	Iteration 46Q: 3 clusters Score -707158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -707158.000000 Penalty: 2874.456055
	Iteration 47Q: 3 clusters Score -707158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -707161.937500 Penalty: 2874.456055
	Iteration 48Q: 3 clusters Score -707161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -707166.187500 Penalty: 2874.456055
	Iteration 49Q: 3 clusters Score -707166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -707169.312500 Penalty: 2874.456055
	Iteration 50Q: 3 clusters Score -707169.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -707172.250000 Penalty: 2874.456055
	Iteration 51Q: 3 clusters Score -707172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -707173.125000 Penalty: 2874.456055
	Iteration 52Q: 3 clusters Score -707173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -707175.500000 Penalty: 2874.456055
	Iteration 53Q: 3 clusters Score -707175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -707176.000000 Penalty: 2874.456055
	Iteration 54Q: 3 clusters Score -707176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -707178.250000 Penalty: 2874.456055
	Iteration 55Q: 3 clusters Score -707178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -707178.250000 Penalty: 2874.456055
	Iteration 56Q: 3 clusters Score -707178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -707179.375000 Penalty: 2874.456055
	Iteration 57Q: 3 clusters Score -707179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -707180.062500 Penalty: 2874.456055
	Iteration 58Q: 3 clusters Score -707180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -707182.312500 Penalty: 2874.456055
	Iteration 59Q: 3 clusters Score -707182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -707183.687500 Penalty: 2874.456055
	Iteration 60F: 3 clusters Score -707183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -707186.437500 Penalty: 2874.456055
	Iteration 61Q: 3 clusters Score -707186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -707187.375000 Penalty: 2874.456055
	Iteration 62Q: 3 clusters Score -707187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -707187.687500 Penalty: 2874.456055
	Iteration 63Q: 3 clusters Score -707187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -707188.187500 Penalty: 2874.456055
	Iteration 64Q: 3 clusters Score -707188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -707189.375000 Penalty: 2874.456055
	Iteration 65Q: 3 clusters Score -707189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -707190.187500 Penalty: 2874.456055
	Iteration 66Q: 3 clusters Score -707190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -707189.875000 Penalty: 2874.456055
	Iteration 67Q: 3 clusters Score -707189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -707190.250000 Penalty: 2874.456055
	Iteration 68Q: 3 clusters Score -707190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -707190.750000 Penalty: 2874.456055
	Iteration 69Q: 3 clusters Score -707190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -707190.625000 Penalty: 2874.456055
	Iteration 70Q: 3 clusters Score -707190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -707190.437500 Penalty: 2874.456055
	Iteration 71Q: 3 clusters Score -707190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -707191.437500 Penalty: 2874.456055
	Iteration 72Q: 3 clusters Score -707191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -707192.125000 Penalty: 2874.456055
	Iteration 73Q: 3 clusters Score -707192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -707192.125000 Penalty: 2874.456055
	Iteration 74F: 3 clusters Score -707192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Entering Unmasked Estep 
Score: -3979772.750000 Penalty: 1714.917114
	Iteration 0F: 2 clusters Score -3979773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3954204.500000 Penalty: 3429.834229
	Iteration 0F: 3 clusters Score -3954204 nChanged 17704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3964141.500000 Penalty: 3429.834229
	Iteration 1F: 3 clusters Score -3964142 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3964743.750000 Penalty: 3429.834229
	Iteration 2Q: 3 clusters Score -3964744 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3965532.250000 Penalty: 3429.834229
	Iteration 3Q: 3 clusters Score -3965532 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3966712.250000 Penalty: 3429.834229
	Iteration 4F: 3 clusters Score -3966712 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3968437.250000 Penalty: 3429.834229
	Iteration 5F: 3 clusters Score -3968437 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3970739.750000 Penalty: 3429.834229
	Iteration 6F: 3 clusters Score -3970740 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3973227.000000 Penalty: 3429.834229
	Iteration 7F: 3 clusters Score -3973227 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3975404.500000 Penalty: 3429.834229
	Iteration 8F: 3 clusters Score -3975404 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -3976832.500000 Penalty: 3429.834229
	Iteration 9Q: 3 clusters Score -3976832 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3977562.750000 Penalty: 3429.834229
	Iteration 10Q: 3 clusters Score -3977563 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3977911.250000 Penalty: 3429.834229
	Iteration 11Q: 3 clusters Score -3977911 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -3978060.750000 Penalty: 3429.834229
	Iteration 12Q: 3 clusters Score -3978061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -3978129.500000 Penalty: 3429.834229
	Iteration 13Q: 3 clusters Score -3978130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -3978162.000000 Penalty: 3429.834229
	Iteration 14Q: 3 clusters Score -3978162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3978198.250000 Penalty: 3429.834229
	Iteration 15Q: 3 clusters Score -3978198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -3978227.000000 Penalty: 3429.834229
	Iteration 16Q: 3 clusters Score -3978227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -3978246.250000 Penalty: 3429.834229
	Iteration 17Q: 3 clusters Score -3978246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -3978252.500000 Penalty: 3429.834229
	Iteration 18Q: 3 clusters Score -3978252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -3978269.750000 Penalty: 3429.834229
	Iteration 19Q: 3 clusters Score -3978270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -3978279.250000 Penalty: 3429.834229
	Iteration 20F: 3 clusters Score -3978279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -3978278.500000 Penalty: 3429.834229
	Iteration 21Q: 3 clusters Score -3978278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -3978283.500000 Penalty: 3429.834229
	Iteration 22Q: 3 clusters Score -3978284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -3978287.500000 Penalty: 3429.834229
	Iteration 23Q: 3 clusters Score -3978288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -3978286.250000 Penalty: 3429.834229
	Iteration 24Q: 3 clusters Score -3978286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -3978287.000000 Penalty: 3429.834229
	Iteration 25Q: 3 clusters Score -3978287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -3978291.750000 Penalty: 3429.834229
	Iteration 26Q: 3 clusters Score -3978292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3978297.500000 Penalty: 3429.834229
	Iteration 27Q: 3 clusters Score -3978298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -3978294.500000 Penalty: 3429.834229
	Iteration 28Q: 3 clusters Score -3978294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -3978297.750000 Penalty: 3429.834229
	Iteration 29Q: 3 clusters Score -3978298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3978300.750000 Penalty: 3429.834229
	Iteration 30Q: 3 clusters Score -3978301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -3978300.750000 Penalty: 3429.834229
	Iteration 31F: 3 clusters Score -3978301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Entering Unmasked Estep 
Score: -3784824.500000 Penalty: 1710.622803
	Iteration 0F: 2 clusters Score -3784824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3759704.000000 Penalty: 3421.245605
	Iteration 0F: 3 clusters Score -3759704 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3769857.500000 Penalty: 3421.245605
	Iteration 1F: 3 clusters Score -3769858 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3770732.250000 Penalty: 3421.245605
	Iteration 2F: 3 clusters Score -3770732 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3771817.000000 Penalty: 3421.245605
	Iteration 3F: 3 clusters Score -3771817 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3773055.750000 Penalty: 3421.245605
	Iteration 4F: 3 clusters Score -3773056 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3774346.250000 Penalty: 3421.245605
	Iteration 5F: 3 clusters Score -3774346 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3775920.500000 Penalty: 3421.245605
	Iteration 6F: 3 clusters Score -3775920 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3777636.750000 Penalty: 3421.245605
	Iteration 7F: 3 clusters Score -3777637 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3779156.750000 Penalty: 3421.245605
	Iteration 8F: 3 clusters Score -3779157 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3780125.250000 Penalty: 3421.245605
	Iteration 9Q: 3 clusters Score -3780125 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3780670.250000 Penalty: 3421.245605
	Iteration 10Q: 3 clusters Score -3780670 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3780985.250000 Penalty: 3421.245605
	Iteration 11Q: 3 clusters Score -3780985 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3781219.500000 Penalty: 3421.245605
	Iteration 12Q: 3 clusters Score -3781220 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3781374.000000 Penalty: 3421.245605
	Iteration 13Q: 3 clusters Score -3781374 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3781518.750000 Penalty: 3421.245605
	Iteration 14Q: 3 clusters Score -3781519 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3781590.750000 Penalty: 3421.245605
	Iteration 15Q: 3 clusters Score -3781591 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3781628.500000 Penalty: 3421.245605
	Iteration 16Q: 3 clusters Score -3781628 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3781659.750000 Penalty: 3421.245605
	Iteration 17Q: 3 clusters Score -3781660 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3781710.250000 Penalty: 3421.245605
	Iteration 18Q: 3 clusters Score -3781710 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3781740.500000 Penalty: 3421.245605
	Iteration 19Q: 3 clusters Score -3781740 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3781759.750000 Penalty: 3421.245605
	Iteration 20F: 3 clusters Score -3781760 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3781781.000000 Penalty: 3421.245605
	Iteration 21Q: 3 clusters Score -3781781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3781780.500000 Penalty: 3421.245605
	Iteration 22Q: 3 clusters Score -3781780 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3781786.000000 Penalty: 3421.245605
	Iteration 23Q: 3 clusters Score -3781786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3781800.250000 Penalty: 3421.245605
	Iteration 24Q: 3 clusters Score -3781800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3781813.250000 Penalty: 3421.245605
	Iteration 25Q: 3 clusters Score -3781813 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3781820.250000 Penalty: 3421.245605
	Iteration 26Q: 3 clusters Score -3781820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3781832.000000 Penalty: 3421.245605
	Iteration 27Q: 3 clusters Score -3781832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3781841.500000 Penalty: 3421.245605
	Iteration 28Q: 3 clusters Score -3781842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3781859.750000 Penalty: 3421.245605
	Iteration 29Q: 3 clusters Score -3781860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3781862.000000 Penalty: 3421.245605
	Iteration 30Q: 3 clusters Score -3781862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3781875.250000 Penalty: 3421.245605
	Iteration 31Q: 3 clusters Score -3781875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3781883.000000 Penalty: 3421.245605
	Iteration 32Q: 3 clusters Score -3781883 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -3781891.250000 Penalty: 3421.245605
	Iteration 33Q: 3 clusters Score -3781891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3781896.000000 Penalty: 3421.245605
	Iteration 34Q: 3 clusters Score -3781896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3781906.750000 Penalty: 3421.245605
	Iteration 35Q: 3 clusters Score -3781907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3781896.250000 Penalty: 3421.245605
	Iteration 36Q: 3 clusters Score -3781896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3781908.000000 Penalty: 3421.245605
	Iteration 37Q: 3 clusters Score -3781908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3781929.000000 Penalty: 3421.245605
	Iteration 38Q: 3 clusters Score -3781929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3781942.750000 Penalty: 3421.245605
	Iteration 39Q: 3 clusters Score -3781943 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3781953.750000 Penalty: 3421.245605
	Iteration 40F: 3 clusters Score -3781954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3781965.500000 Penalty: 3421.245605
	Iteration 41Q: 3 clusters Score -3781966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3781984.000000 Penalty: 3421.245605
	Iteration 42Q: 3 clusters Score -3781984 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3782009.250000 Penalty: 3421.245605
	Iteration 43Q: 3 clusters Score -3782009 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3782047.750000 Penalty: 3421.245605
	Iteration 44Q: 3 clusters Score -3782048 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3782071.500000 Penalty: 3421.245605
	Iteration 45Q: 3 clusters Score -3782072 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3782096.000000 Penalty: 3421.245605
	Iteration 46Q: 3 clusters Score -3782096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -3782128.250000 Penalty: 3421.245605
	Iteration 47Q: 3 clusters Score -3782128 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3782148.250000 Penalty: 3421.245605
	Iteration 48Q: 3 clusters Score -3782148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3782172.500000 Penalty: 3421.245605
	Iteration 49Q: 3 clusters Score -3782172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3782181.250000 Penalty: 3421.245605
	Iteration 50Q: 3 clusters Score -3782181 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3782207.000000 Penalty: 3421.245605
	Iteration 51Q: 3 clusters Score -3782207 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3782238.500000 Penalty: 3421.245605
	Iteration 52Q: 3 clusters Score -3782238 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3782261.000000 Penalty: 3421.245605
	Iteration 53Q: 3 clusters Score -3782261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3782279.750000 Penalty: 3421.245605
	Iteration 54Q: 3 clusters Score -3782280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3782302.750000 Penalty: 3421.245605
	Iteration 55Q: 3 clusters Score -3782303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3782316.750000 Penalty: 3421.245605
	Iteration 56Q: 3 clusters Score -3782317 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3782350.500000 Penalty: 3421.245605
	Iteration 57Q: 3 clusters Score -3782350 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3782388.250000 Penalty: 3421.245605
	Iteration 58Q: 3 clusters Score -3782388 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3782405.750000 Penalty: 3421.245605
	Iteration 59Q: 3 clusters Score -3782406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3782432.750000 Penalty: 3421.245605
	Iteration 60F: 3 clusters Score -3782433 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3782450.000000 Penalty: 3421.245605
	Iteration 61Q: 3 clusters Score -3782450 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3782474.750000 Penalty: 3421.245605
	Iteration 62Q: 3 clusters Score -3782475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3782500.000000 Penalty: 3421.245605
	Iteration 63Q: 3 clusters Score -3782500 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3782528.750000 Penalty: 3421.245605
	Iteration 64Q: 3 clusters Score -3782529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3782546.500000 Penalty: 3421.245605
	Iteration 65Q: 3 clusters Score -3782546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3782555.250000 Penalty: 3421.245605
	Iteration 66Q: 3 clusters Score -3782555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3782575.750000 Penalty: 3421.245605
	Iteration 67Q: 3 clusters Score -3782576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3782591.750000 Penalty: 3421.245605
	Iteration 68Q: 3 clusters Score -3782592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3782593.250000 Penalty: 3421.245605
	Iteration 69Q: 3 clusters Score -3782593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3782618.000000 Penalty: 3421.245605
	Iteration 70Q: 3 clusters Score -3782618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3782633.750000 Penalty: 3421.245605
	Iteration 71Q: 3 clusters Score -3782634 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3782640.000000 Penalty: 3421.245605
	Iteration 72Q: 3 clusters Score -3782640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3782650.000000 Penalty: 3421.245605
	Iteration 73Q: 3 clusters Score -3782650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3782661.500000 Penalty: 3421.245605
	Iteration 74Q: 3 clusters Score -3782662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3782673.750000 Penalty: 3421.245605
	Iteration 75Q: 3 clusters Score -3782674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3782691.500000 Penalty: 3421.245605
	Iteration 76Q: 3 clusters Score -3782692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3782722.500000 Penalty: 3421.245605
	Iteration 77Q: 3 clusters Score -3782722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3782721.250000 Penalty: 3421.245605
	Iteration 78Q: 3 clusters Score -3782721 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3782741.250000 Penalty: 3421.245605
	Iteration 79Q: 3 clusters Score -3782741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3782742.000000 Penalty: 3421.245605
	Iteration 80F: 3 clusters Score -3782742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3782739.250000 Penalty: 3421.245605
	Iteration 81Q: 3 clusters Score -3782739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3782743.000000 Penalty: 3421.245605
	Iteration 82Q: 3 clusters Score -3782743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3782746.500000 Penalty: 3421.245605
	Iteration 83Q: 3 clusters Score -3782746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3782754.500000 Penalty: 3421.245605
	Iteration 84Q: 3 clusters Score -3782754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3782755.500000 Penalty: 3421.245605
	Iteration 85Q: 3 clusters Score -3782756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -3782773.250000 Penalty: 3421.245605
	Iteration 86Q: 3 clusters Score -3782773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3782765.750000 Penalty: 3421.245605
	Iteration 87Q: 3 clusters Score -3782766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3782782.000000 Penalty: 3421.245605
	Iteration 88Q: 3 clusters Score -3782782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3782788.250000 Penalty: 3421.245605
	Iteration 89Q: 3 clusters Score -3782788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3782792.750000 Penalty: 3421.245605
	Iteration 90Q: 3 clusters Score -3782793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3782808.250000 Penalty: 3421.245605
	Iteration 91Q: 3 clusters Score -3782808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3782805.000000 Penalty: 3421.245605
	Iteration 92Q: 3 clusters Score -3782805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3782825.000000 Penalty: 3421.245605
	Iteration 93Q: 3 clusters Score -3782825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3782841.000000 Penalty: 3421.245605
	Iteration 94Q: 3 clusters Score -3782841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3782829.250000 Penalty: 3421.245605
	Iteration 95Q: 3 clusters Score -3782829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3782842.250000 Penalty: 3421.245605
	Iteration 96Q: 3 clusters Score -3782842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3782842.250000 Penalty: 3421.245605
	Iteration 97Q: 3 clusters Score -3782842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3782848.750000 Penalty: 3421.245605
	Iteration 98Q: 3 clusters Score -3782849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3782851.250000 Penalty: 3421.245605
	Iteration 99Q: 3 clusters Score -3782851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3782857.500000 Penalty: 3421.245605
	Iteration 100F: 3 clusters Score -3782858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3782874.750000 Penalty: 3421.245605
	Iteration 101Q: 3 clusters Score -3782875 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3782871.750000 Penalty: 3421.245605
	Iteration 102Q: 3 clusters Score -3782872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3782870.250000 Penalty: 3421.245605
	Iteration 103Q: 3 clusters Score -3782870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3782894.250000 Penalty: 3421.245605
	Iteration 104Q: 3 clusters Score -3782894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3782914.750000 Penalty: 3421.245605
	Iteration 105Q: 3 clusters Score -3782915 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3782930.500000 Penalty: 3421.245605
	Iteration 106Q: 3 clusters Score -3782930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3782942.250000 Penalty: 3421.245605
	Iteration 107Q: 3 clusters Score -3782942 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3782959.500000 Penalty: 3421.245605
	Iteration 108Q: 3 clusters Score -3782960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3782979.500000 Penalty: 3421.245605
	Iteration 109Q: 3 clusters Score -3782980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3782993.750000 Penalty: 3421.245605
	Iteration 110Q: 3 clusters Score -3782994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3783015.250000 Penalty: 3421.245605
	Iteration 111Q: 3 clusters Score -3783015 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3783013.000000 Penalty: 3421.245605
	Iteration 112Q: 3 clusters Score -3783013 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3783029.500000 Penalty: 3421.245605
	Iteration 113Q: 3 clusters Score -3783030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3783047.250000 Penalty: 3421.245605
	Iteration 114Q: 3 clusters Score -3783047 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3783077.500000 Penalty: 3421.245605
	Iteration 115Q: 3 clusters Score -3783078 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3783098.500000 Penalty: 3421.245605
	Iteration 116Q: 3 clusters Score -3783098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3783102.000000 Penalty: 3421.245605
	Iteration 117Q: 3 clusters Score -3783102 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3783142.250000 Penalty: 3421.245605
	Iteration 118Q: 3 clusters Score -3783142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3783172.250000 Penalty: 3421.245605
	Iteration 119Q: 3 clusters Score -3783172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3783207.250000 Penalty: 3421.245605
	Iteration 120F: 3 clusters Score -3783207 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3783233.250000 Penalty: 3421.245605
	Iteration 121Q: 3 clusters Score -3783233 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3783249.250000 Penalty: 3421.245605
	Iteration 122Q: 3 clusters Score -3783249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3783254.750000 Penalty: 3421.245605
	Iteration 123Q: 3 clusters Score -3783255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3783279.750000 Penalty: 3421.245605
	Iteration 124Q: 3 clusters Score -3783280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3783299.250000 Penalty: 3421.245605
	Iteration 125Q: 3 clusters Score -3783299 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3783323.000000 Penalty: 3421.245605
	Iteration 126Q: 3 clusters Score -3783323 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3783357.750000 Penalty: 3421.245605
	Iteration 127Q: 3 clusters Score -3783358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3783377.750000 Penalty: 3421.245605
	Iteration 128Q: 3 clusters Score -3783378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3783402.500000 Penalty: 3421.245605
	Iteration 129Q: 3 clusters Score -3783402 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3783431.000000 Penalty: 3421.245605
	Iteration 130Q: 3 clusters Score -3783431 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3783450.750000 Penalty: 3421.245605
	Iteration 131Q: 3 clusters Score -3783451 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3783472.750000 Penalty: 3421.245605
	Iteration 132Q: 3 clusters Score -3783473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3783500.750000 Penalty: 3421.245605
	Iteration 133Q: 3 clusters Score -3783501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3783501.750000 Penalty: 3421.245605
	Iteration 134Q: 3 clusters Score -3783502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3783525.250000 Penalty: 3421.245605
	Iteration 135Q: 3 clusters Score -3783525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3783537.000000 Penalty: 3421.245605
	Iteration 136Q: 3 clusters Score -3783537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3783550.750000 Penalty: 3421.245605
	Iteration 137Q: 3 clusters Score -3783551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3783576.750000 Penalty: 3421.245605
	Iteration 138Q: 3 clusters Score -3783577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3783591.250000 Penalty: 3421.245605
	Iteration 139Q: 3 clusters Score -3783591 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3783602.750000 Penalty: 3421.245605
	Iteration 140F: 3 clusters Score -3783603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3783617.000000 Penalty: 3421.245605
	Iteration 141Q: 3 clusters Score -3783617 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3783624.250000 Penalty: 3421.245605
	Iteration 142Q: 3 clusters Score -3783624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3783646.000000 Penalty: 3421.245605
	Iteration 143Q: 3 clusters Score -3783646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3783656.750000 Penalty: 3421.245605
	Iteration 144Q: 3 clusters Score -3783657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3783677.500000 Penalty: 3421.245605
	Iteration 145Q: 3 clusters Score -3783678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3783694.750000 Penalty: 3421.245605
	Iteration 146Q: 3 clusters Score -3783695 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3783713.250000 Penalty: 3421.245605
	Iteration 147Q: 3 clusters Score -3783713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3783750.000000 Penalty: 3421.245605
	Iteration 148Q: 3 clusters Score -3783750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3783787.750000 Penalty: 3421.245605
	Iteration 149Q: 3 clusters Score -3783788 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3783838.500000 Penalty: 3421.245605
	Iteration 150Q: 3 clusters Score -3783838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3783886.500000 Penalty: 3421.245605
	Iteration 151Q: 3 clusters Score -3783886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3783944.750000 Penalty: 3421.245605
	Iteration 152Q: 3 clusters Score -3783945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3783991.250000 Penalty: 3421.245605
	Iteration 153Q: 3 clusters Score -3783991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3784027.250000 Penalty: 3421.245605
	Iteration 154Q: 3 clusters Score -3784027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3784066.250000 Penalty: 3421.245605
	Iteration 155Q: 3 clusters Score -3784066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3784089.750000 Penalty: 3421.245605
	Iteration 156Q: 3 clusters Score -3784090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3784121.000000 Penalty: 3421.245605
	Iteration 157Q: 3 clusters Score -3784121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3784134.500000 Penalty: 3421.245605
	Iteration 158Q: 3 clusters Score -3784134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3784150.000000 Penalty: 3421.245605
	Iteration 159Q: 3 clusters Score -3784150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3784169.000000 Penalty: 3421.245605
	Iteration 160F: 3 clusters Score -3784169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3784187.750000 Penalty: 3421.245605
	Iteration 161Q: 3 clusters Score -3784188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3784196.500000 Penalty: 3421.245605
	Iteration 162Q: 3 clusters Score -3784196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3784206.750000 Penalty: 3421.245605
	Iteration 163Q: 3 clusters Score -3784207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3784206.500000 Penalty: 3421.245605
	Iteration 164Q: 3 clusters Score -3784206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3784211.500000 Penalty: 3421.245605
	Iteration 165Q: 3 clusters Score -3784212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3784216.250000 Penalty: 3421.245605
	Iteration 166Q: 3 clusters Score -3784216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3784218.250000 Penalty: 3421.245605
	Iteration 167Q: 3 clusters Score -3784218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3784220.000000 Penalty: 3421.245605
	Iteration 168Q: 3 clusters Score -3784220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3784224.250000 Penalty: 3421.245605
	Iteration 169Q: 3 clusters Score -3784224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3784225.000000 Penalty: 3421.245605
	Iteration 170Q: 3 clusters Score -3784225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3784225.000000 Penalty: 3421.245605
	Iteration 171Q: 3 clusters Score -3784225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3784229.750000 Penalty: 3421.245605
	Iteration 172Q: 3 clusters Score -3784230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3784234.000000 Penalty: 3421.245605
	Iteration 173Q: 3 clusters Score -3784234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3784236.000000 Penalty: 3421.245605
	Iteration 174Q: 3 clusters Score -3784236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3784236.250000 Penalty: 3421.245605
	Iteration 175Q: 3 clusters Score -3784236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3784237.500000 Penalty: 3421.245605
	Iteration 176Q: 3 clusters Score -3784238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3784236.000000 Penalty: 3421.245605
	Iteration 177Q: 3 clusters Score -3784236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3784241.000000 Penalty: 3421.245605
	Iteration 178Q: 3 clusters Score -3784241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3784237.000000 Penalty: 3421.245605
	Iteration 179Q: 3 clusters Score -3784237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3784237.000000 Penalty: 3421.245605
	Iteration 180F: 3 clusters Score -3784237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3784239.500000 Penalty: 3421.245605
	Iteration 181Q: 3 clusters Score -3784240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3784238.500000 Penalty: 3421.245605
	Iteration 182Q: 3 clusters Score -3784238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3784244.250000 Penalty: 3421.245605
	Iteration 183Q: 3 clusters Score -3784244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3784245.500000 Penalty: 3421.245605
	Iteration 184Q: 3 clusters Score -3784246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3784244.250000 Penalty: 3421.245605
	Iteration 185Q: 3 clusters Score -3784244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3784248.250000 Penalty: 3421.245605
	Iteration 186Q: 3 clusters Score -3784248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3784245.000000 Penalty: 3421.245605
	Iteration 187Q: 3 clusters Score -3784245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3784245.500000 Penalty: 3421.245605
	Iteration 188Q: 3 clusters Score -3784246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3784251.750000 Penalty: 3421.245605
	Iteration 189Q: 3 clusters Score -3784252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3784250.500000 Penalty: 3421.245605
	Iteration 190Q: 3 clusters Score -3784250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3784249.500000 Penalty: 3421.245605
	Iteration 191Q: 3 clusters Score -3784250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3784246.000000 Penalty: 3421.245605
	Iteration 192Q: 3 clusters Score -3784246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3784246.000000 Penalty: 3421.245605
	Iteration 193F: 3 clusters Score -3784246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -432431.125000 Penalty: 1362.047607
	Iteration 0F: 2 clusters Score -432431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -428789.187500 Penalty: 2724.095215
	Iteration 0F: 3 clusters Score -428789.2 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -429791.562500 Penalty: 2724.095215
	Iteration 1F: 3 clusters Score -429791.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -429972.093750 Penalty: 2724.095215
	Iteration 2F: 3 clusters Score -429972.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -430137.312500 Penalty: 2724.095215
	Iteration 3F: 3 clusters Score -430137.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -430271.093750 Penalty: 2724.095215
	Iteration 4F: 3 clusters Score -430271.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -430417.500000 Penalty: 2724.095215
	Iteration 5F: 3 clusters Score -430417.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -430586.093750 Penalty: 2724.095215
	Iteration 6Q: 3 clusters Score -430586.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -430750.375000 Penalty: 2724.095215
	Iteration 7F: 3 clusters Score -430750.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -430874.718750 Penalty: 2724.095215
	Iteration 8Q: 3 clusters Score -430874.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -430967.562500 Penalty: 2724.095215
	Iteration 9Q: 3 clusters Score -430967.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -431043.843750 Penalty: 2724.095215
	Iteration 10Q: 3 clusters Score -431043.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -431114.250000 Penalty: 2724.095215
	Iteration 11Q: 3 clusters Score -431114.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -431167.781250 Penalty: 2724.095215
	Iteration 12Q: 3 clusters Score -431167.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -431213.906250 Penalty: 2724.095215
	Iteration 13Q: 3 clusters Score -431213.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -431255.625000 Penalty: 2724.095215
	Iteration 14Q: 3 clusters Score -431255.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -431292.937500 Penalty: 2724.095215
	Iteration 15Q: 3 clusters Score -431292.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -431328.343750 Penalty: 2724.095215
	Iteration 16Q: 3 clusters Score -431328.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -431359.437500 Penalty: 2724.095215
	Iteration 17Q: 3 clusters Score -431359.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -431386.031250 Penalty: 2724.095215
	Iteration 18Q: 3 clusters Score -431386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -431404.156250 Penalty: 2724.095215
	Iteration 19Q: 3 clusters Score -431404.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -431412.062500 Penalty: 2724.095215
	Iteration 20F: 3 clusters Score -431412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -431418.375000 Penalty: 2724.095215
	Iteration 21Q: 3 clusters Score -431418.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -431423.562500 Penalty: 2724.095215
	Iteration 22Q: 3 clusters Score -431423.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -431426.843750 Penalty: 2724.095215
	Iteration 23Q: 3 clusters Score -431426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -431430.468750 Penalty: 2724.095215
	Iteration 24Q: 3 clusters Score -431430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -431432.656250 Penalty: 2724.095215
	Iteration 25Q: 3 clusters Score -431432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -431433.312500 Penalty: 2724.095215
	Iteration 26Q: 3 clusters Score -431433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -431437.750000 Penalty: 2724.095215
	Iteration 27Q: 3 clusters Score -431437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -431440.281250 Penalty: 2724.095215
	Iteration 28Q: 3 clusters Score -431440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -431443.843750 Penalty: 2724.095215
	Iteration 29Q: 3 clusters Score -431443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -431445.593750 Penalty: 2724.095215
	Iteration 30Q: 3 clusters Score -431445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -431447.218750 Penalty: 2724.095215
	Iteration 31Q: 3 clusters Score -431447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -431449.125000 Penalty: 2724.095215
	Iteration 32Q: 3 clusters Score -431449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -431448.875000 Penalty: 2724.095215
	Iteration 33Q: 3 clusters Score -431448.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -431449.843750 Penalty: 2724.095215
	Iteration 34Q: 3 clusters Score -431449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -431449.687500 Penalty: 2724.095215
	Iteration 35Q: 3 clusters Score -431449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -431451.968750 Penalty: 2724.095215
	Iteration 36Q: 3 clusters Score -431452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -431452.687500 Penalty: 2724.095215
	Iteration 37Q: 3 clusters Score -431452.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -431452.531250 Penalty: 2724.095215
	Iteration 38Q: 3 clusters Score -431452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -431454.843750 Penalty: 2724.095215
	Iteration 39Q: 3 clusters Score -431454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -431454.781250 Penalty: 2724.095215
	Iteration 40F: 3 clusters Score -431454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -431456.625000 Penalty: 2724.095215
	Iteration 41Q: 3 clusters Score -431456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -431457.187500 Penalty: 2724.095215
	Iteration 42Q: 3 clusters Score -431457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -431458.968750 Penalty: 2724.095215
	Iteration 43Q: 3 clusters Score -431459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -431458.781250 Penalty: 2724.095215
	Iteration 44Q: 3 clusters Score -431458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -431463.031250 Penalty: 2724.095215
	Iteration 45Q: 3 clusters Score -431463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -431468.250000 Penalty: 2724.095215
	Iteration 46Q: 3 clusters Score -431468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -431472.437500 Penalty: 2724.095215
	Iteration 47Q: 3 clusters Score -431472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -431479.218750 Penalty: 2724.095215
	Iteration 48Q: 3 clusters Score -431479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -431484.437500 Penalty: 2724.095215
	Iteration 49Q: 3 clusters Score -431484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -431489.000000 Penalty: 2724.095215
	Iteration 50Q: 3 clusters Score -431489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -431493.062500 Penalty: 2724.095215
	Iteration 51Q: 3 clusters Score -431493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -431493.125000 Penalty: 2724.095215
	Iteration 52Q: 3 clusters Score -431493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -431493.843750 Penalty: 2724.095215
	Iteration 53Q: 3 clusters Score -431493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -431493.843750 Penalty: 2724.095215
	Iteration 54F: 3 clusters Score -431493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Entering Unmasked Estep 
Score: -10228096.000000 Penalty: 1866.962646
	Iteration 0F: 2 clusters Score -1.02281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -10162961.000000 Penalty: 3733.925293
	Iteration 0F: 3 clusters Score -1.016296e+07 nChanged 46696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -10190283.000000 Penalty: 3733.925293
	Iteration 1F: 3 clusters Score -1.019028e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -10191003.000000 Penalty: 3733.925293
	Iteration 2Q: 3 clusters Score -1.0191e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10191845.000000 Penalty: 3733.925293
	Iteration 3Q: 3 clusters Score -1.019184e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -10192941.000000 Penalty: 3733.925293
	Iteration 4Q: 3 clusters Score -1.019294e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -10194226.000000 Penalty: 3733.925293
	Iteration 5Q: 3 clusters Score -1.019423e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -10195695.000000 Penalty: 3733.925293
	Iteration 6Q: 3 clusters Score -1.01957e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -10197491.000000 Penalty: 3733.925293
	Iteration 7Q: 3 clusters Score -1.019749e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -10199609.000000 Penalty: 3733.925293
	Iteration 8Q: 3 clusters Score -1.019961e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -10202042.000000 Penalty: 3733.925293
	Iteration 9F: 3 clusters Score -1.020204e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -10204865.000000 Penalty: 3733.925293
	Iteration 10F: 3 clusters Score -1.020486e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -10208104.000000 Penalty: 3733.925293
	Iteration 11F: 3 clusters Score -1.02081e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -10211851.000000 Penalty: 3733.925293
	Iteration 12F: 3 clusters Score -1.021185e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -10216121.000000 Penalty: 3733.925293
	Iteration 13F: 3 clusters Score -1.021612e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -10219950.000000 Penalty: 3733.925293
	Iteration 14Q: 3 clusters Score -1.021995e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -10222857.000000 Penalty: 3733.925293
	Iteration 15Q: 3 clusters Score -1.022286e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10224593.000000 Penalty: 3733.925293
	Iteration 16Q: 3 clusters Score -1.022459e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10225577.000000 Penalty: 3733.925293
	Iteration 17Q: 3 clusters Score -1.022558e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10225961.000000 Penalty: 3733.925293
	Iteration 18Q: 3 clusters Score -1.022596e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10226179.000000 Penalty: 3733.925293
	Iteration 19Q: 3 clusters Score -1.022618e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10226286.000000 Penalty: 3733.925293
	Iteration 20F: 3 clusters Score -1.022629e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10226349.000000 Penalty: 3733.925293
	Iteration 21Q: 3 clusters Score -1.022635e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10226376.000000 Penalty: 3733.925293
	Iteration 22Q: 3 clusters Score -1.022638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10226407.000000 Penalty: 3733.925293
	Iteration 23Q: 3 clusters Score -1.022641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10226416.000000 Penalty: 3733.925293
	Iteration 24Q: 3 clusters Score -1.022642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10226442.000000 Penalty: 3733.925293
	Iteration 25Q: 3 clusters Score -1.022644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10226464.000000 Penalty: 3733.925293
	Iteration 26Q: 3 clusters Score -1.022646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10226464.000000 Penalty: 3733.925293
	Iteration 27Q: 3 clusters Score -1.022646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10226465.000000 Penalty: 3733.925293
	Iteration 28Q: 3 clusters Score -1.022646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10226465.000000 Penalty: 3733.925293
	Iteration 29F: 3 clusters Score -1.022646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -297922.937500 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -297922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -295143.000000 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -295143 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -295890.250000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -295890.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -296198.437500 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -296198.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -296477.406250 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -296477.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -296667.250000 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -296667.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -296817.375000 Penalty: 2617.099854
	Iteration 5F: 3 clusters Score -296817.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -296933.343750 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -296933.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -297026.125000 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -297026.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -297102.375000 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -297102.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -297167.062500 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -297167.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -297200.281250 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -297200.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -297224.468750 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -297224.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -297240.968750 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -297241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -297255.156250 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -297255.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -297264.718750 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -297264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -297270.718750 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -297270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -297275.562500 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -297275.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -297278.593750 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -297278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -297278.843750 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -297278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -297280.718750 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -297280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -297281.937500 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -297281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -297282.468750 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -297282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -297285.500000 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -297285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -297288.156250 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -297288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -297289.437500 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -297289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -297289.531250 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -297289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -297289.531250 Penalty: 2617.099854
	Iteration 26F: 3 clusters Score -297289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Entering Unmasked Estep 
Score: -2542385.250000 Penalty: 1655.438232
	Iteration 0F: 2 clusters Score -2542385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2524520.750000 Penalty: 3310.876465
	Iteration 0F: 3 clusters Score -2524521 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2531667.750000 Penalty: 3310.876465
	Iteration 1F: 3 clusters Score -2531668 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2532380.750000 Penalty: 3310.876465
	Iteration 2F: 3 clusters Score -2532381 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2533104.500000 Penalty: 3310.876465
	Iteration 3F: 3 clusters Score -2533104 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2533762.500000 Penalty: 3310.876465
	Iteration 4F: 3 clusters Score -2533762 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2534356.750000 Penalty: 3310.876465
	Iteration 5F: 3 clusters Score -2534357 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2534965.500000 Penalty: 3310.876465
	Iteration 6Q: 3 clusters Score -2534966 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2535496.750000 Penalty: 3310.876465
	Iteration 7Q: 3 clusters Score -2535497 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2535992.750000 Penalty: 3310.876465
	Iteration 8Q: 3 clusters Score -2535993 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2536453.250000 Penalty: 3310.876465
	Iteration 9Q: 3 clusters Score -2536453 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2536869.250000 Penalty: 3310.876465
	Iteration 10Q: 3 clusters Score -2536869 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2537156.500000 Penalty: 3310.876465
	Iteration 11Q: 3 clusters Score -2537156 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2537326.250000 Penalty: 3310.876465
	Iteration 12Q: 3 clusters Score -2537326 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2537421.000000 Penalty: 3310.876465
	Iteration 13Q: 3 clusters Score -2537421 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2537501.250000 Penalty: 3310.876465
	Iteration 14Q: 3 clusters Score -2537501 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2537569.750000 Penalty: 3310.876465
	Iteration 15Q: 3 clusters Score -2537570 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2537612.250000 Penalty: 3310.876465
	Iteration 16Q: 3 clusters Score -2537612 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2537692.750000 Penalty: 3310.876465
	Iteration 17Q: 3 clusters Score -2537693 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2537764.000000 Penalty: 3310.876465
	Iteration 18Q: 3 clusters Score -2537764 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2537868.750000 Penalty: 3310.876465
	Iteration 19Q: 3 clusters Score -2537869 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2537966.250000 Penalty: 3310.876465
	Iteration 20F: 3 clusters Score -2537966 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2538087.750000 Penalty: 3310.876465
	Iteration 21Q: 3 clusters Score -2538088 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2538228.500000 Penalty: 3310.876465
	Iteration 22Q: 3 clusters Score -2538228 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2538376.000000 Penalty: 3310.876465
	Iteration 23Q: 3 clusters Score -2538376 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2538551.500000 Penalty: 3310.876465
	Iteration 24Q: 3 clusters Score -2538552 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2538715.750000 Penalty: 3310.876465
	Iteration 25Q: 3 clusters Score -2538716 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2538936.000000 Penalty: 3310.876465
	Iteration 26Q: 3 clusters Score -2538936 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2539172.750000 Penalty: 3310.876465
	Iteration 27Q: 3 clusters Score -2539173 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2539433.000000 Penalty: 3310.876465
	Iteration 28Q: 3 clusters Score -2539433 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2539663.500000 Penalty: 3310.876465
	Iteration 29Q: 3 clusters Score -2539664 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2539857.500000 Penalty: 3310.876465
	Iteration 30Q: 3 clusters Score -2539858 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2540062.000000 Penalty: 3310.876465
	Iteration 31Q: 3 clusters Score -2540062 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2540275.250000 Penalty: 3310.876465
	Iteration 32Q: 3 clusters Score -2540275 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2540439.000000 Penalty: 3310.876465
	Iteration 33Q: 3 clusters Score -2540439 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2540576.500000 Penalty: 3310.876465
	Iteration 34Q: 3 clusters Score -2540576 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2540695.000000 Penalty: 3310.876465
	Iteration 35Q: 3 clusters Score -2540695 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2540774.750000 Penalty: 3310.876465
	Iteration 36Q: 3 clusters Score -2540775 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2540854.750000 Penalty: 3310.876465
	Iteration 37Q: 3 clusters Score -2540855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2540911.250000 Penalty: 3310.876465
	Iteration 38Q: 3 clusters Score -2540911 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2540946.250000 Penalty: 3310.876465
	Iteration 39Q: 3 clusters Score -2540946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2540968.500000 Penalty: 3310.876465
	Iteration 40F: 3 clusters Score -2540968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2540990.000000 Penalty: 3310.876465
	Iteration 41Q: 3 clusters Score -2540990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2541005.250000 Penalty: 3310.876465
	Iteration 42Q: 3 clusters Score -2541005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2541018.750000 Penalty: 3310.876465
	Iteration 43Q: 3 clusters Score -2541019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2541029.250000 Penalty: 3310.876465
	Iteration 44Q: 3 clusters Score -2541029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2541045.750000 Penalty: 3310.876465
	Iteration 45Q: 3 clusters Score -2541046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2541054.750000 Penalty: 3310.876465
	Iteration 46Q: 3 clusters Score -2541055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2541073.000000 Penalty: 3310.876465
	Iteration 47Q: 3 clusters Score -2541073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2541076.250000 Penalty: 3310.876465
	Iteration 48Q: 3 clusters Score -2541076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2541083.250000 Penalty: 3310.876465
	Iteration 49Q: 3 clusters Score -2541083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2541089.500000 Penalty: 3310.876465
	Iteration 50Q: 3 clusters Score -2541090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2541091.500000 Penalty: 3310.876465
	Iteration 51Q: 3 clusters Score -2541092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2541095.250000 Penalty: 3310.876465
	Iteration 52Q: 3 clusters Score -2541095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2541100.750000 Penalty: 3310.876465
	Iteration 53Q: 3 clusters Score -2541101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2541110.250000 Penalty: 3310.876465
	Iteration 54Q: 3 clusters Score -2541110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2541117.250000 Penalty: 3310.876465
	Iteration 55Q: 3 clusters Score -2541117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2541130.750000 Penalty: 3310.876465
	Iteration 56Q: 3 clusters Score -2541131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2541140.500000 Penalty: 3310.876465
	Iteration 57Q: 3 clusters Score -2541140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2541149.000000 Penalty: 3310.876465
	Iteration 58Q: 3 clusters Score -2541149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2541152.250000 Penalty: 3310.876465
	Iteration 59Q: 3 clusters Score -2541152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2541157.000000 Penalty: 3310.876465
	Iteration 60F: 3 clusters Score -2541157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2541161.000000 Penalty: 3310.876465
	Iteration 61Q: 3 clusters Score -2541161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2541161.750000 Penalty: 3310.876465
	Iteration 62Q: 3 clusters Score -2541162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2541164.000000 Penalty: 3310.876465
	Iteration 63Q: 3 clusters Score -2541164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2541167.250000 Penalty: 3310.876465
	Iteration 64Q: 3 clusters Score -2541167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2541169.250000 Penalty: 3310.876465
	Iteration 65Q: 3 clusters Score -2541169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2541174.250000 Penalty: 3310.876465
	Iteration 66Q: 3 clusters Score -2541174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2541178.500000 Penalty: 3310.876465
	Iteration 67Q: 3 clusters Score -2541178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2541179.000000 Penalty: 3310.876465
	Iteration 68Q: 3 clusters Score -2541179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2541180.500000 Penalty: 3310.876465
	Iteration 69Q: 3 clusters Score -2541180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2541179.750000 Penalty: 3310.876465
	Iteration 70Q: 3 clusters Score -2541180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2541182.750000 Penalty: 3310.876465
	Iteration 71Q: 3 clusters Score -2541183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2541184.500000 Penalty: 3310.876465
	Iteration 72Q: 3 clusters Score -2541184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2541189.250000 Penalty: 3310.876465
	Iteration 73Q: 3 clusters Score -2541189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2541187.750000 Penalty: 3310.876465
	Iteration 74Q: 3 clusters Score -2541188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2541191.750000 Penalty: 3310.876465
	Iteration 75Q: 3 clusters Score -2541192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2541194.750000 Penalty: 3310.876465
	Iteration 76Q: 3 clusters Score -2541195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2541194.500000 Penalty: 3310.876465
	Iteration 77Q: 3 clusters Score -2541194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2541197.000000 Penalty: 3310.876465
	Iteration 78Q: 3 clusters Score -2541197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2541197.000000 Penalty: 3310.876465
	Iteration 79F: 3 clusters Score -2541197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -420894.843750 Penalty: 1362.122070
	Iteration 0F: 2 clusters Score -420894.8 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 2164 members 
Entering Unmasked Estep 
Score: -417266.250000 Penalty: 2724.244141
	Iteration 0F: 3 clusters Score -417266.2 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -418227.718750 Penalty: 2724.244141
	Iteration 1F: 3 clusters Score -418227.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -418447.718750 Penalty: 2724.244141
	Iteration 2F: 3 clusters Score -418447.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -418611.281250 Penalty: 2724.244141
	Iteration 3F: 3 clusters Score -418611.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -418780.625000 Penalty: 2724.244141
	Iteration 4F: 3 clusters Score -418780.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -418946.625000 Penalty: 2724.244141
	Iteration 5F: 3 clusters Score -418946.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -419061.375000 Penalty: 2724.244141
	Iteration 6Q: 3 clusters Score -419061.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -419155.343750 Penalty: 2724.244141
	Iteration 7Q: 3 clusters Score -419155.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -419223.593750 Penalty: 2724.244141
	Iteration 8Q: 3 clusters Score -419223.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -419282.687500 Penalty: 2724.244141
	Iteration 9Q: 3 clusters Score -419282.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -419333.812500 Penalty: 2724.244141
	Iteration 10Q: 3 clusters Score -419333.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -419375.156250 Penalty: 2724.244141
	Iteration 11Q: 3 clusters Score -419375.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -419416.500000 Penalty: 2724.244141
	Iteration 12Q: 3 clusters Score -419416.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -419468.781250 Penalty: 2724.244141
	Iteration 13Q: 3 clusters Score -419468.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -419531.281250 Penalty: 2724.244141
	Iteration 14Q: 3 clusters Score -419531.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -419591.156250 Penalty: 2724.244141
	Iteration 15Q: 3 clusters Score -419591.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -419663.000000 Penalty: 2724.244141
	Iteration 16Q: 3 clusters Score -419663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -419746.781250 Penalty: 2724.244141
	Iteration 17Q: 3 clusters Score -419746.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419882.250000 Penalty: 2724.244141
	Iteration 18Q: 3 clusters Score -419882.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -420013.750000 Penalty: 2724.244141
	Iteration 19Q: 3 clusters Score -420013.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -420140.562500 Penalty: 2724.244141
	Iteration 20F: 3 clusters Score -420140.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -420259.718750 Penalty: 2724.244141
	Iteration 21Q: 3 clusters Score -420259.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -420377.562500 Penalty: 2724.244141
	Iteration 22Q: 3 clusters Score -420377.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -420474.093750 Penalty: 2724.244141
	Iteration 23Q: 3 clusters Score -420474.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -420556.125000 Penalty: 2724.244141
	Iteration 24Q: 3 clusters Score -420556.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -420631.125000 Penalty: 2724.244141
	Iteration 25Q: 3 clusters Score -420631.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -420689.718750 Penalty: 2724.244141
	Iteration 26Q: 3 clusters Score -420689.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -420739.218750 Penalty: 2724.244141
	Iteration 27Q: 3 clusters Score -420739.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -420772.250000 Penalty: 2724.244141
	Iteration 28Q: 3 clusters Score -420772.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -420788.125000 Penalty: 2724.244141
	Iteration 29Q: 3 clusters Score -420788.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -420802.437500 Penalty: 2724.244141
	Iteration 30Q: 3 clusters Score -420802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -420815.562500 Penalty: 2724.244141
	Iteration 31Q: 3 clusters Score -420815.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -420827.062500 Penalty: 2724.244141
	Iteration 32Q: 3 clusters Score -420827.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -420837.031250 Penalty: 2724.244141
	Iteration 33Q: 3 clusters Score -420837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -420844.375000 Penalty: 2724.244141
	Iteration 34Q: 3 clusters Score -420844.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -420848.031250 Penalty: 2724.244141
	Iteration 35Q: 3 clusters Score -420848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -420850.906250 Penalty: 2724.244141
	Iteration 36Q: 3 clusters Score -420850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -420854.750000 Penalty: 2724.244141
	Iteration 37Q: 3 clusters Score -420854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -420858.250000 Penalty: 2724.244141
	Iteration 38Q: 3 clusters Score -420858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -420862.125000 Penalty: 2724.244141
	Iteration 39Q: 3 clusters Score -420862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -420865.843750 Penalty: 2724.244141
	Iteration 40F: 3 clusters Score -420865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -420873.500000 Penalty: 2724.244141
	Iteration 41Q: 3 clusters Score -420873.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -420880.718750 Penalty: 2724.244141
	Iteration 42Q: 3 clusters Score -420880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -420889.187500 Penalty: 2724.244141
	Iteration 43Q: 3 clusters Score -420889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -420894.625000 Penalty: 2724.244141
	Iteration 44Q: 3 clusters Score -420894.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -420900.187500 Penalty: 2724.244141
	Iteration 45Q: 3 clusters Score -420900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -420906.468750 Penalty: 2724.244141
	Iteration 46Q: 3 clusters Score -420906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -420910.375000 Penalty: 2724.244141
	Iteration 47Q: 3 clusters Score -420910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -420912.843750 Penalty: 2724.244141
	Iteration 48Q: 3 clusters Score -420912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -420914.062500 Penalty: 2724.244141
	Iteration 49Q: 3 clusters Score -420914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -420916.625000 Penalty: 2724.244141
	Iteration 50Q: 3 clusters Score -420916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -420917.031250 Penalty: 2724.244141
	Iteration 51Q: 3 clusters Score -420917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -420917.625000 Penalty: 2724.244141
	Iteration 52Q: 3 clusters Score -420917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -420918.625000 Penalty: 2724.244141
	Iteration 53Q: 3 clusters Score -420918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -420919.781250 Penalty: 2724.244141
	Iteration 54Q: 3 clusters Score -420919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -420919.781250 Penalty: 2724.244141
	Iteration 55F: 3 clusters Score -420919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 1630 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 2739 members 
Entering Unmasked Estep 
Score: -154067808.000000 Penalty: 111104.703125
Splitting cluster 27 changes total score from -154068976.000000 to -154067808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -472495.125000 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -472495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -468515.656250 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -468515.7 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -469849.406250 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -469849.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -470164.000000 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -470164 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -470420.625000 Penalty: 2764.887207
	Iteration 3F: 3 clusters Score -470420.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -470643.156250 Penalty: 2764.887207
	Iteration 4F: 3 clusters Score -470643.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -470850.812500 Penalty: 2764.887207
	Iteration 5F: 3 clusters Score -470850.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -471026.187500 Penalty: 2764.887207
	Iteration 6Q: 3 clusters Score -471026.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -471158.500000 Penalty: 2764.887207
	Iteration 7Q: 3 clusters Score -471158.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -471271.562500 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -471271.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -471356.687500 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -471356.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -471432.937500 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -471432.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -471506.468750 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -471506.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -471574.375000 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -471574.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -471633.625000 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -471633.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -471685.093750 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -471685.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -471737.187500 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -471737.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -471788.625000 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -471788.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -471826.281250 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -471826.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -471842.093750 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -471842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -471852.656250 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -471852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -471864.687500 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -471864.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -471897.718750 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -471897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -471908.343750 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -471908.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -471912.625000 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -471912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -471914.281250 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -471914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -471917.000000 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -471917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -471919.812500 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -471919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -471921.125000 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -471921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -471922.187500 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -471922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -471922.187500 Penalty: 2764.887207
	Iteration 29F: 3 clusters Score -471922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -573236.937500 Penalty: 1406.811768
	Iteration 0F: 2 clusters Score -573236.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -568839.812500 Penalty: 2813.623535
	Iteration 0F: 3 clusters Score -568839.8 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -570283.125000 Penalty: 2813.623535
	Iteration 1F: 3 clusters Score -570283.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -570752.812500 Penalty: 2813.623535
	Iteration 2F: 3 clusters Score -570752.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -571207.250000 Penalty: 2813.623535
	Iteration 3F: 3 clusters Score -571207.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -571692.000000 Penalty: 2813.623535
	Iteration 4F: 3 clusters Score -571692 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -572131.375000 Penalty: 2813.623535
	Iteration 5F: 3 clusters Score -572131.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -572458.625000 Penalty: 2813.623535
	Iteration 6F: 3 clusters Score -572458.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -572666.937500 Penalty: 2813.623535
	Iteration 7Q: 3 clusters Score -572666.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -572789.437500 Penalty: 2813.623535
	Iteration 8Q: 3 clusters Score -572789.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -572860.437500 Penalty: 2813.623535
	Iteration 9Q: 3 clusters Score -572860.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -572925.125000 Penalty: 2813.623535
	Iteration 10Q: 3 clusters Score -572925.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -572999.562500 Penalty: 2813.623535
	Iteration 11Q: 3 clusters Score -572999.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -573067.875000 Penalty: 2813.623535
	Iteration 12Q: 3 clusters Score -573067.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -573137.375000 Penalty: 2813.623535
	Iteration 13Q: 3 clusters Score -573137.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -573189.125000 Penalty: 2813.623535
	Iteration 14Q: 3 clusters Score -573189.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -573223.687500 Penalty: 2813.623535
	Iteration 15Q: 3 clusters Score -573223.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -573246.562500 Penalty: 2813.623535
	Iteration 16Q: 3 clusters Score -573246.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -573254.750000 Penalty: 2813.623535
	Iteration 17Q: 3 clusters Score -573254.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -573264.312500 Penalty: 2813.623535
	Iteration 18Q: 3 clusters Score -573264.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -573270.562500 Penalty: 2813.623535
	Iteration 19Q: 3 clusters Score -573270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -573277.812500 Penalty: 2813.623535
	Iteration 20F: 3 clusters Score -573277.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -573282.937500 Penalty: 2813.623535
	Iteration 21Q: 3 clusters Score -573282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -573288.312500 Penalty: 2813.623535
	Iteration 22Q: 3 clusters Score -573288.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -573293.375000 Penalty: 2813.623535
	Iteration 23Q: 3 clusters Score -573293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -573293.812500 Penalty: 2813.623535
	Iteration 24Q: 3 clusters Score -573293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -573295.437500 Penalty: 2813.623535
	Iteration 25Q: 3 clusters Score -573295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -573297.937500 Penalty: 2813.623535
	Iteration 26Q: 3 clusters Score -573297.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -573298.250000 Penalty: 2813.623535
	Iteration 27Q: 3 clusters Score -573298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -573299.500000 Penalty: 2813.623535
	Iteration 28Q: 3 clusters Score -573299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -573299.437500 Penalty: 2813.623535
	Iteration 29Q: 3 clusters Score -573299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -573299.437500 Penalty: 2813.623535
	Iteration 30F: 3 clusters Score -573299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 3952 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 1800 members 
Entering Unmasked Estep 
Score: -154068096.000000 Penalty: 111104.703125
Splitting cluster 29 changes total score from -154068976.000000 to -154068096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (54125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Entering Unmasked Estep 
Score: -5682474.000000 Penalty: 1771.095947
	Iteration 0F: 2 clusters Score -5682474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -5646255.500000 Penalty: 3542.191895
	Iteration 0F: 3 clusters Score -5646256 nChanged 25505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5660523.500000 Penalty: 3542.191895
	Iteration 1F: 3 clusters Score -5660524 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -5661014.500000 Penalty: 3542.191895
	Iteration 2Q: 3 clusters Score -5661014 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -5661663.500000 Penalty: 3542.191895
	Iteration 3Q: 3 clusters Score -5661664 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5662535.500000 Penalty: 3542.191895
	Iteration 4Q: 3 clusters Score -5662536 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5663940.000000 Penalty: 3542.191895
	Iteration 5F: 3 clusters Score -5663940 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5666072.000000 Penalty: 3542.191895
	Iteration 6F: 3 clusters Score -5666072 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5668551.500000 Penalty: 3542.191895
	Iteration 7F: 3 clusters Score -5668552 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5670973.000000 Penalty: 3542.191895
	Iteration 8F: 3 clusters Score -5670973 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5672612.500000 Penalty: 3542.191895
	Iteration 9F: 3 clusters Score -5672612 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -5673933.500000 Penalty: 3542.191895
	Iteration 10Q: 3 clusters Score -5673934 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5675175.000000 Penalty: 3542.191895
	Iteration 11Q: 3 clusters Score -5675175 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5676328.500000 Penalty: 3542.191895
	Iteration 12Q: 3 clusters Score -5676328 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -5677424.500000 Penalty: 3542.191895
	Iteration 13Q: 3 clusters Score -5677424 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -5678353.500000 Penalty: 3542.191895
	Iteration 14Q: 3 clusters Score -5678354 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -5679157.500000 Penalty: 3542.191895
	Iteration 15Q: 3 clusters Score -5679158 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -5679681.500000 Penalty: 3542.191895
	Iteration 16Q: 3 clusters Score -5679682 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -5680023.000000 Penalty: 3542.191895
	Iteration 17Q: 3 clusters Score -5680023 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -5680316.500000 Penalty: 3542.191895
	Iteration 18Q: 3 clusters Score -5680316 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -5680515.500000 Penalty: 3542.191895
	Iteration 19Q: 3 clusters Score -5680516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -5680642.000000 Penalty: 3542.191895
	Iteration 20F: 3 clusters Score -5680642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -5680736.000000 Penalty: 3542.191895
	Iteration 21Q: 3 clusters Score -5680736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -5680777.000000 Penalty: 3542.191895
	Iteration 22Q: 3 clusters Score -5680777 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -5680813.500000 Penalty: 3542.191895
	Iteration 23Q: 3 clusters Score -5680814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -5680843.500000 Penalty: 3542.191895
	Iteration 24Q: 3 clusters Score -5680844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -5680886.000000 Penalty: 3542.191895
	Iteration 25Q: 3 clusters Score -5680886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -5680910.500000 Penalty: 3542.191895
	Iteration 26Q: 3 clusters Score -5680910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -5680942.500000 Penalty: 3542.191895
	Iteration 27Q: 3 clusters Score -5680942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -5680958.500000 Penalty: 3542.191895
	Iteration 28Q: 3 clusters Score -5680958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -5680977.000000 Penalty: 3542.191895
	Iteration 29Q: 3 clusters Score -5680977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -5681004.000000 Penalty: 3542.191895
	Iteration 30Q: 3 clusters Score -5681004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -5681048.000000 Penalty: 3542.191895
	Iteration 31Q: 3 clusters Score -5681048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -5681056.500000 Penalty: 3542.191895
	Iteration 32Q: 3 clusters Score -5681056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -5681069.500000 Penalty: 3542.191895
	Iteration 33Q: 3 clusters Score -5681070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -5681074.500000 Penalty: 3542.191895
	Iteration 34Q: 3 clusters Score -5681074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -5681077.000000 Penalty: 3542.191895
	Iteration 35Q: 3 clusters Score -5681077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5681085.000000 Penalty: 3542.191895
	Iteration 36Q: 3 clusters Score -5681085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5681080.000000 Penalty: 3542.191895
	Iteration 37Q: 3 clusters Score -5681080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -5681084.500000 Penalty: 3542.191895
	Iteration 38Q: 3 clusters Score -5681084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -5681087.000000 Penalty: 3542.191895
	Iteration 39Q: 3 clusters Score -5681087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -5681096.000000 Penalty: 3542.191895
	Iteration 40F: 3 clusters Score -5681096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -5681091.000000 Penalty: 3542.191895
	Iteration 41Q: 3 clusters Score -5681091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5681090.500000 Penalty: 3542.191895
	Iteration 42Q: 3 clusters Score -5681090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -5681092.500000 Penalty: 3542.191895
	Iteration 43Q: 3 clusters Score -5681092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5681091.000000 Penalty: 3542.191895
	Iteration 44Q: 3 clusters Score -5681091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5681091.000000 Penalty: 3542.191895
	Iteration 45F: 3 clusters Score -5681091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -270546.906250 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -270546.9 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 1382 members 
Entering Unmasked Estep 
Score: -267990.875000 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -267990.9 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -268633.562500 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -268633.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -268801.093750 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -268801.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -268917.718750 Penalty: 2569.028809
	Iteration 3F: 3 clusters Score -268917.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -269014.593750 Penalty: 2569.028809
	Iteration 4Q: 3 clusters Score -269014.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -269120.125000 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -269120.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -269221.156250 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -269221.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -269294.750000 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -269294.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -269350.593750 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -269350.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -269405.468750 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -269405.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -269455.937500 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -269455.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -269487.218750 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -269487.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -269508.187500 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -269508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -269530.281250 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -269530.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -269544.781250 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -269544.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -269551.906250 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -269551.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -269555.875000 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -269555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -269560.656250 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -269560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -269566.968750 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -269567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -269574.125000 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -269574.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -269583.562500 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -269583.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -269596.937500 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -269596.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -269610.187500 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -269610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -269614.625000 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -269614.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -269623.125000 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -269623.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -269629.406250 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -269629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -269631.625000 Penalty: 2569.028809
	Iteration 26Q: 3 clusters Score -269631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -269633.593750 Penalty: 2569.028809
	Iteration 27Q: 3 clusters Score -269633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -269633.656250 Penalty: 2569.028809
	Iteration 28Q: 3 clusters Score -269633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -269634.406250 Penalty: 2569.028809
	Iteration 29Q: 3 clusters Score -269634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -269634.406250 Penalty: 2569.028809
	Iteration 30F: 3 clusters Score -269634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Entering Unmasked Estep 
Score: -1192809.500000 Penalty: 1522.443237
	Iteration 0F: 2 clusters Score -1192810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1184535.250000 Penalty: 3044.886475
	Iteration 0F: 3 clusters Score -1184535 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1187512.000000 Penalty: 3044.886475
	Iteration 1F: 3 clusters Score -1187512 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1187869.250000 Penalty: 3044.886475
	Iteration 2F: 3 clusters Score -1187869 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1188175.250000 Penalty: 3044.886475
	Iteration 3F: 3 clusters Score -1188175 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1188431.375000 Penalty: 3044.886475
	Iteration 4Q: 3 clusters Score -1188431 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1188652.750000 Penalty: 3044.886475
	Iteration 5Q: 3 clusters Score -1188653 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1188857.625000 Penalty: 3044.886475
	Iteration 6Q: 3 clusters Score -1188858 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1189060.250000 Penalty: 3044.886475
	Iteration 7Q: 3 clusters Score -1189060 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1189311.500000 Penalty: 3044.886475
	Iteration 8Q: 3 clusters Score -1189312 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1189582.750000 Penalty: 3044.886475
	Iteration 9Q: 3 clusters Score -1189583 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1189867.125000 Penalty: 3044.886475
	Iteration 10Q: 3 clusters Score -1189867 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1190194.500000 Penalty: 3044.886475
	Iteration 11Q: 3 clusters Score -1190194 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1190513.500000 Penalty: 3044.886475
	Iteration 12Q: 3 clusters Score -1190514 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1190800.125000 Penalty: 3044.886475
	Iteration 13Q: 3 clusters Score -1190800 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1191021.875000 Penalty: 3044.886475
	Iteration 14Q: 3 clusters Score -1191022 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1191184.125000 Penalty: 3044.886475
	Iteration 15Q: 3 clusters Score -1191184 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1191286.375000 Penalty: 3044.886475
	Iteration 16Q: 3 clusters Score -1191286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1191344.375000 Penalty: 3044.886475
	Iteration 17Q: 3 clusters Score -1191344 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1191370.250000 Penalty: 3044.886475
	Iteration 18Q: 3 clusters Score -1191370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1191385.500000 Penalty: 3044.886475
	Iteration 19Q: 3 clusters Score -1191386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1191395.750000 Penalty: 3044.886475
	Iteration 20F: 3 clusters Score -1191396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1191406.625000 Penalty: 3044.886475
	Iteration 21Q: 3 clusters Score -1191407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1191409.125000 Penalty: 3044.886475
	Iteration 22Q: 3 clusters Score -1191409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1191411.125000 Penalty: 3044.886475
	Iteration 23Q: 3 clusters Score -1191411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1191418.125000 Penalty: 3044.886475
	Iteration 24Q: 3 clusters Score -1191418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1191418.125000 Penalty: 3044.886475
	Iteration 25Q: 3 clusters Score -1191418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1191418.625000 Penalty: 3044.886475
	Iteration 26Q: 3 clusters Score -1191419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1191425.500000 Penalty: 3044.886475
	Iteration 27Q: 3 clusters Score -1191426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1191430.375000 Penalty: 3044.886475
	Iteration 28Q: 3 clusters Score -1191430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1191427.250000 Penalty: 3044.886475
	Iteration 29Q: 3 clusters Score -1191427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1191432.000000 Penalty: 3044.886475
	Iteration 30Q: 3 clusters Score -1191432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1191434.000000 Penalty: 3044.886475
	Iteration 31Q: 3 clusters Score -1191434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1191432.750000 Penalty: 3044.886475
	Iteration 32Q: 3 clusters Score -1191433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1191433.750000 Penalty: 3044.886475
	Iteration 33Q: 3 clusters Score -1191434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1191435.000000 Penalty: 3044.886475
	Iteration 34Q: 3 clusters Score -1191435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1191436.750000 Penalty: 3044.886475
	Iteration 35Q: 3 clusters Score -1191437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1191435.375000 Penalty: 3044.886475
	Iteration 36Q: 3 clusters Score -1191435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1191438.750000 Penalty: 3044.886475
	Iteration 37Q: 3 clusters Score -1191439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1191439.625000 Penalty: 3044.886475
	Iteration 38Q: 3 clusters Score -1191440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1191439.875000 Penalty: 3044.886475
	Iteration 39Q: 3 clusters Score -1191440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1191440.125000 Penalty: 3044.886475
	Iteration 40F: 3 clusters Score -1191440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1191440.500000 Penalty: 3044.886475
	Iteration 41Q: 3 clusters Score -1191440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1191442.125000 Penalty: 3044.886475
	Iteration 42Q: 3 clusters Score -1191442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1191441.875000 Penalty: 3044.886475
	Iteration 43Q: 3 clusters Score -1191442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1191448.000000 Penalty: 3044.886475
	Iteration 44Q: 3 clusters Score -1191448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1191450.250000 Penalty: 3044.886475
	Iteration 45Q: 3 clusters Score -1191450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1191451.000000 Penalty: 3044.886475
	Iteration 46Q: 3 clusters Score -1191451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1191452.625000 Penalty: 3044.886475
	Iteration 47Q: 3 clusters Score -1191453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1191450.250000 Penalty: 3044.886475
	Iteration 48Q: 3 clusters Score -1191450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1191449.750000 Penalty: 3044.886475
	Iteration 49Q: 3 clusters Score -1191450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1191448.500000 Penalty: 3044.886475
	Iteration 50Q: 3 clusters Score -1191448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1191449.500000 Penalty: 3044.886475
	Iteration 51Q: 3 clusters Score -1191450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1191449.375000 Penalty: 3044.886475
	Iteration 52Q: 3 clusters Score -1191449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1191451.625000 Penalty: 3044.886475
	Iteration 53Q: 3 clusters Score -1191452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1191454.500000 Penalty: 3044.886475
	Iteration 54Q: 3 clusters Score -1191454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1191455.750000 Penalty: 3044.886475
	Iteration 55Q: 3 clusters Score -1191456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1191455.875000 Penalty: 3044.886475
	Iteration 56Q: 3 clusters Score -1191456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1191454.125000 Penalty: 3044.886475
	Iteration 57Q: 3 clusters Score -1191454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1191457.250000 Penalty: 3044.886475
	Iteration 58Q: 3 clusters Score -1191457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1191458.000000 Penalty: 3044.886475
	Iteration 59Q: 3 clusters Score -1191458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1191457.625000 Penalty: 3044.886475
	Iteration 60F: 3 clusters Score -1191458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1191457.625000 Penalty: 3044.886475
	Iteration 61Q: 3 clusters Score -1191458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1191458.500000 Penalty: 3044.886475
	Iteration 62Q: 3 clusters Score -1191458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1191457.750000 Penalty: 3044.886475
	Iteration 63Q: 3 clusters Score -1191458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1191460.750000 Penalty: 3044.886475
	Iteration 64Q: 3 clusters Score -1191461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1191461.000000 Penalty: 3044.886475
	Iteration 65Q: 3 clusters Score -1191461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1191462.000000 Penalty: 3044.886475
	Iteration 66Q: 3 clusters Score -1191462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1191464.250000 Penalty: 3044.886475
	Iteration 67Q: 3 clusters Score -1191464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1191463.750000 Penalty: 3044.886475
	Iteration 68Q: 3 clusters Score -1191464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1191465.625000 Penalty: 3044.886475
	Iteration 69Q: 3 clusters Score -1191466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1191465.625000 Penalty: 3044.886475
	Iteration 70F: 3 clusters Score -1191466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -241339.687500 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -241339.7 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 1335 members 
Entering Unmasked Estep 
Score: -238844.484375 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -238844.5 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -239795.093750 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -239795.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -240227.500000 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -240227.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240592.156250 Penalty: 2571.537598
	Iteration 3F: 3 clusters Score -240592.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -240870.453125 Penalty: 2571.537598
	Iteration 4F: 3 clusters Score -240870.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -241014.468750 Penalty: 2571.537598
	Iteration 5Q: 3 clusters Score -241014.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -241101.078125 Penalty: 2571.537598
	Iteration 6Q: 3 clusters Score -241101.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -241153.109375 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -241153.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -241169.343750 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -241169.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -241176.578125 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -241176.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -241180.093750 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -241180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -241182.421875 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -241182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -241182.968750 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -241183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -241183.765625 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -241183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -241183.953125 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -241184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241184.234375 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -241184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -241184.234375 Penalty: 2571.537598
	Iteration 16F: 3 clusters Score -241184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -745242.375000 Penalty: 1438.278931
	Iteration 0F: 2 clusters Score -745242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -740012.500000 Penalty: 2876.557861
	Iteration 0F: 3 clusters Score -740012.5 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -741686.937500 Penalty: 2876.557861
	Iteration 1F: 3 clusters Score -741686.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -742108.687500 Penalty: 2876.557861
	Iteration 2F: 3 clusters Score -742108.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -742564.000000 Penalty: 2876.557861
	Iteration 3F: 3 clusters Score -742564 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -743020.875000 Penalty: 2876.557861
	Iteration 4F: 3 clusters Score -743020.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -743377.125000 Penalty: 2876.557861
	Iteration 5F: 3 clusters Score -743377.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -743640.437500 Penalty: 2876.557861
	Iteration 6F: 3 clusters Score -743640.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -743831.750000 Penalty: 2876.557861
	Iteration 7Q: 3 clusters Score -743831.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -743962.625000 Penalty: 2876.557861
	Iteration 8Q: 3 clusters Score -743962.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -744054.312500 Penalty: 2876.557861
	Iteration 9Q: 3 clusters Score -744054.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -744129.375000 Penalty: 2876.557861
	Iteration 10Q: 3 clusters Score -744129.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -744215.687500 Penalty: 2876.557861
	Iteration 11Q: 3 clusters Score -744215.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -744290.437500 Penalty: 2876.557861
	Iteration 12Q: 3 clusters Score -744290.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -744349.562500 Penalty: 2876.557861
	Iteration 13Q: 3 clusters Score -744349.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -744406.375000 Penalty: 2876.557861
	Iteration 14Q: 3 clusters Score -744406.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -744450.875000 Penalty: 2876.557861
	Iteration 15Q: 3 clusters Score -744450.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -744473.187500 Penalty: 2876.557861
	Iteration 16Q: 3 clusters Score -744473.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -744486.812500 Penalty: 2876.557861
	Iteration 17Q: 3 clusters Score -744486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -744493.187500 Penalty: 2876.557861
	Iteration 18Q: 3 clusters Score -744493.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -744502.625000 Penalty: 2876.557861
	Iteration 19Q: 3 clusters Score -744502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -744506.937500 Penalty: 2876.557861
	Iteration 20F: 3 clusters Score -744506.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -744512.687500 Penalty: 2876.557861
	Iteration 21Q: 3 clusters Score -744512.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -744517.687500 Penalty: 2876.557861
	Iteration 22Q: 3 clusters Score -744517.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -744519.750000 Penalty: 2876.557861
	Iteration 23Q: 3 clusters Score -744519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -744522.312500 Penalty: 2876.557861
	Iteration 24Q: 3 clusters Score -744522.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -744528.125000 Penalty: 2876.557861
	Iteration 25Q: 3 clusters Score -744528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -744532.812500 Penalty: 2876.557861
	Iteration 26Q: 3 clusters Score -744532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -744534.250000 Penalty: 2876.557861
	Iteration 27Q: 3 clusters Score -744534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -744537.062500 Penalty: 2876.557861
	Iteration 28Q: 3 clusters Score -744537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -744540.125000 Penalty: 2876.557861
	Iteration 29Q: 3 clusters Score -744540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -744540.375000 Penalty: 2876.557861
	Iteration 30Q: 3 clusters Score -744540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -744541.000000 Penalty: 2876.557861
	Iteration 31Q: 3 clusters Score -744541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -744542.000000 Penalty: 2876.557861
	Iteration 32Q: 3 clusters Score -744542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -744542.062500 Penalty: 2876.557861
	Iteration 33Q: 3 clusters Score -744542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -744542.062500 Penalty: 2876.557861
	Iteration 34Q: 3 clusters Score -744542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -744542.687500 Penalty: 2876.557861
	Iteration 35Q: 3 clusters Score -744542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -744542.687500 Penalty: 2876.557861
	Iteration 36F: 3 clusters Score -744542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Entering Unmasked Estep 
Score: -3163318.750000 Penalty: 1677.965454
	Iteration 0F: 2 clusters Score -3163319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3142825.000000 Penalty: 3355.930908
	Iteration 0F: 3 clusters Score -3142825 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3150529.000000 Penalty: 3355.930908
	Iteration 1F: 3 clusters Score -3150529 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3150910.750000 Penalty: 3355.930908
	Iteration 2Q: 3 clusters Score -3150911 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3151296.750000 Penalty: 3355.930908
	Iteration 3Q: 3 clusters Score -3151297 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3151747.000000 Penalty: 3355.930908
	Iteration 4Q: 3 clusters Score -3151747 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3152301.000000 Penalty: 3355.930908
	Iteration 5Q: 3 clusters Score -3152301 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3153146.000000 Penalty: 3355.930908
	Iteration 6Q: 3 clusters Score -3153146 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3154350.500000 Penalty: 3355.930908
	Iteration 7F: 3 clusters Score -3154350 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3155819.500000 Penalty: 3355.930908
	Iteration 8F: 3 clusters Score -3155820 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3157182.250000 Penalty: 3355.930908
	Iteration 9F: 3 clusters Score -3157182 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3158210.000000 Penalty: 3355.930908
	Iteration 10Q: 3 clusters Score -3158210 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3158750.000000 Penalty: 3355.930908
	Iteration 11Q: 3 clusters Score -3158750 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3159116.750000 Penalty: 3355.930908
	Iteration 12Q: 3 clusters Score -3159117 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3159454.500000 Penalty: 3355.930908
	Iteration 13Q: 3 clusters Score -3159454 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3159770.750000 Penalty: 3355.930908
	Iteration 14Q: 3 clusters Score -3159771 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3160074.250000 Penalty: 3355.930908
	Iteration 15Q: 3 clusters Score -3160074 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3160320.750000 Penalty: 3355.930908
	Iteration 16Q: 3 clusters Score -3160321 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3160573.000000 Penalty: 3355.930908
	Iteration 17Q: 3 clusters Score -3160573 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3160822.500000 Penalty: 3355.930908
	Iteration 18Q: 3 clusters Score -3160822 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3161026.250000 Penalty: 3355.930908
	Iteration 19Q: 3 clusters Score -3161026 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3161184.000000 Penalty: 3355.930908
	Iteration 20F: 3 clusters Score -3161184 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3161293.000000 Penalty: 3355.930908
	Iteration 21Q: 3 clusters Score -3161293 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3161387.500000 Penalty: 3355.930908
	Iteration 22Q: 3 clusters Score -3161388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3161485.250000 Penalty: 3355.930908
	Iteration 23Q: 3 clusters Score -3161485 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3161588.500000 Penalty: 3355.930908
	Iteration 24Q: 3 clusters Score -3161588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3161637.250000 Penalty: 3355.930908
	Iteration 25Q: 3 clusters Score -3161637 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3161687.000000 Penalty: 3355.930908
	Iteration 26Q: 3 clusters Score -3161687 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3161738.500000 Penalty: 3355.930908
	Iteration 27Q: 3 clusters Score -3161738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3161763.250000 Penalty: 3355.930908
	Iteration 28Q: 3 clusters Score -3161763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3161779.000000 Penalty: 3355.930908
	Iteration 29Q: 3 clusters Score -3161779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3161801.000000 Penalty: 3355.930908
	Iteration 30Q: 3 clusters Score -3161801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3161814.000000 Penalty: 3355.930908
	Iteration 31Q: 3 clusters Score -3161814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3161832.750000 Penalty: 3355.930908
	Iteration 32Q: 3 clusters Score -3161833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3161850.250000 Penalty: 3355.930908
	Iteration 33Q: 3 clusters Score -3161850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3161868.750000 Penalty: 3355.930908
	Iteration 34Q: 3 clusters Score -3161869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3161881.250000 Penalty: 3355.930908
	Iteration 35Q: 3 clusters Score -3161881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3161895.500000 Penalty: 3355.930908
	Iteration 36Q: 3 clusters Score -3161896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3161905.750000 Penalty: 3355.930908
	Iteration 37Q: 3 clusters Score -3161906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3161914.500000 Penalty: 3355.930908
	Iteration 38Q: 3 clusters Score -3161914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3161913.000000 Penalty: 3355.930908
	Iteration 39Q: 3 clusters Score -3161913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3161920.500000 Penalty: 3355.930908
	Iteration 40F: 3 clusters Score -3161920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3161921.500000 Penalty: 3355.930908
	Iteration 41Q: 3 clusters Score -3161922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3161925.000000 Penalty: 3355.930908
	Iteration 42Q: 3 clusters Score -3161925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3161932.250000 Penalty: 3355.930908
	Iteration 43Q: 3 clusters Score -3161932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3161939.750000 Penalty: 3355.930908
	Iteration 44Q: 3 clusters Score -3161940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3161946.000000 Penalty: 3355.930908
	Iteration 45Q: 3 clusters Score -3161946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3161945.500000 Penalty: 3355.930908
	Iteration 46Q: 3 clusters Score -3161946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3161950.750000 Penalty: 3355.930908
	Iteration 47Q: 3 clusters Score -3161951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3161963.250000 Penalty: 3355.930908
	Iteration 48Q: 3 clusters Score -3161963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3161964.000000 Penalty: 3355.930908
	Iteration 49Q: 3 clusters Score -3161964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3161965.500000 Penalty: 3355.930908
	Iteration 50Q: 3 clusters Score -3161966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3161964.750000 Penalty: 3355.930908
	Iteration 51Q: 3 clusters Score -3161965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3161966.500000 Penalty: 3355.930908
	Iteration 52Q: 3 clusters Score -3161966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3161968.000000 Penalty: 3355.930908
	Iteration 53Q: 3 clusters Score -3161968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3161974.250000 Penalty: 3355.930908
	Iteration 54Q: 3 clusters Score -3161974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3161976.500000 Penalty: 3355.930908
	Iteration 55Q: 3 clusters Score -3161976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -3161976.250000 Penalty: 3355.930908
	Iteration 56Q: 3 clusters Score -3161976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3161979.000000 Penalty: 3355.930908
	Iteration 57Q: 3 clusters Score -3161979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3161978.000000 Penalty: 3355.930908
	Iteration 58Q: 3 clusters Score -3161978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3161980.250000 Penalty: 3355.930908
	Iteration 59Q: 3 clusters Score -3161980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3161984.000000 Penalty: 3355.930908
	Iteration 60F: 3 clusters Score -3161984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Entering Unmasked Estep 
Score: -16200072.000000 Penalty: 1942.773926
	Iteration 0F: 2 clusters Score -1.620007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -16099027.000000 Penalty: 3885.547852
	Iteration 0F: 3 clusters Score -1.609903e+07 nChanged 75166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -16143487.000000 Penalty: 3885.547852
	Iteration 1F: 3 clusters Score -1.614349e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -16144451.000000 Penalty: 3885.547852
	Iteration 2Q: 3 clusters Score -1.614445e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -16145690.000000 Penalty: 3885.547852
	Iteration 3Q: 3 clusters Score -1.614569e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -16147319.000000 Penalty: 3885.547852
	Iteration 4Q: 3 clusters Score -1.614732e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -16149762.000000 Penalty: 3885.547852
	Iteration 5Q: 3 clusters Score -1.614976e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97643 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16153639.000000 Penalty: 3885.547852
	Iteration 6F: 3 clusters Score -1.615364e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -16159419.000000 Penalty: 3885.547852
	Iteration 7F: 3 clusters Score -1.615942e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -16167256.000000 Penalty: 3885.547852
	Iteration 8F: 3 clusters Score -1.616726e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -16176115.000000 Penalty: 3885.547852
	Iteration 9F: 3 clusters Score -1.617612e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -16184471.000000 Penalty: 3885.547852
	Iteration 10F: 3 clusters Score -1.618447e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -16190502.000000 Penalty: 3885.547852
	Iteration 11Q: 3 clusters Score -1.61905e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147180 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -16194108.000000 Penalty: 3885.547852
	Iteration 12Q: 3 clusters Score -1.619411e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150324 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -16195964.000000 Penalty: 3885.547852
	Iteration 13Q: 3 clusters Score -1.619596e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -16197092.000000 Penalty: 3885.547852
	Iteration 14Q: 3 clusters Score -1.619709e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -16197674.000000 Penalty: 3885.547852
	Iteration 15Q: 3 clusters Score -1.619767e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16198054.000000 Penalty: 3885.547852
	Iteration 16Q: 3 clusters Score -1.619805e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16198247.000000 Penalty: 3885.547852
	Iteration 17Q: 3 clusters Score -1.619825e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16198345.000000 Penalty: 3885.547852
	Iteration 18Q: 3 clusters Score -1.619834e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16198403.000000 Penalty: 3885.547852
	Iteration 19Q: 3 clusters Score -1.61984e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16198459.000000 Penalty: 3885.547852
	Iteration 20F: 3 clusters Score -1.619846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -16198505.000000 Penalty: 3885.547852
	Iteration 21Q: 3 clusters Score -1.61985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16198538.000000 Penalty: 3885.547852
	Iteration 22Q: 3 clusters Score -1.619854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16198562.000000 Penalty: 3885.547852
	Iteration 23Q: 3 clusters Score -1.619856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16198586.000000 Penalty: 3885.547852
	Iteration 24Q: 3 clusters Score -1.619859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16198595.000000 Penalty: 3885.547852
	Iteration 25Q: 3 clusters Score -1.61986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16198597.000000 Penalty: 3885.547852
	Iteration 26Q: 3 clusters Score -1.61986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16198608.000000 Penalty: 3885.547852
	Iteration 27Q: 3 clusters Score -1.619861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16198601.000000 Penalty: 3885.547852
	Iteration 28Q: 3 clusters Score -1.61986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16198600.000000 Penalty: 3885.547852
	Iteration 29Q: 3 clusters Score -1.61986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -16198598.000000 Penalty: 3885.547852
	Iteration 30Q: 3 clusters Score -1.61986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16198607.000000 Penalty: 3885.547852
	Iteration 31Q: 3 clusters Score -1.619861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16198612.000000 Penalty: 3885.547852
	Iteration 32Q: 3 clusters Score -1.619861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16198628.000000 Penalty: 3885.547852
	Iteration 33Q: 3 clusters Score -1.619863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16198631.000000 Penalty: 3885.547852
	Iteration 34Q: 3 clusters Score -1.619863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16198640.000000 Penalty: 3885.547852
	Iteration 35Q: 3 clusters Score -1.619864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16198653.000000 Penalty: 3885.547852
	Iteration 36Q: 3 clusters Score -1.619865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16198660.000000 Penalty: 3885.547852
	Iteration 37Q: 3 clusters Score -1.619866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16198662.000000 Penalty: 3885.547852
	Iteration 38Q: 3 clusters Score -1.619866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16198671.000000 Penalty: 3885.547852
	Iteration 39Q: 3 clusters Score -1.619867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16198679.000000 Penalty: 3885.547852
	Iteration 40F: 3 clusters Score -1.619868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16198675.000000 Penalty: 3885.547852
	Iteration 41Q: 3 clusters Score -1.619868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16198683.000000 Penalty: 3885.547852
	Iteration 42Q: 3 clusters Score -1.619868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16198684.000000 Penalty: 3885.547852
	Iteration 43Q: 3 clusters Score -1.619868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16198709.000000 Penalty: 3885.547852
	Iteration 44Q: 3 clusters Score -1.619871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16198729.000000 Penalty: 3885.547852
	Iteration 45Q: 3 clusters Score -1.619873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16198742.000000 Penalty: 3885.547852
	Iteration 46Q: 3 clusters Score -1.619874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -16198769.000000 Penalty: 3885.547852
	Iteration 47Q: 3 clusters Score -1.619877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16198773.000000 Penalty: 3885.547852
	Iteration 48Q: 3 clusters Score -1.619877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16198775.000000 Penalty: 3885.547852
	Iteration 49Q: 3 clusters Score -1.619878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16198793.000000 Penalty: 3885.547852
	Iteration 50Q: 3 clusters Score -1.619879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16198802.000000 Penalty: 3885.547852
	Iteration 51Q: 3 clusters Score -1.61988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155188 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -16198813.000000 Penalty: 3885.547852
	Iteration 52Q: 3 clusters Score -1.619881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16198814.000000 Penalty: 3885.547852
	Iteration 53Q: 3 clusters Score -1.619881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -16198841.000000 Penalty: 3885.547852
	Iteration 54Q: 3 clusters Score -1.619884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16198848.000000 Penalty: 3885.547852
	Iteration 55Q: 3 clusters Score -1.619885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16198857.000000 Penalty: 3885.547852
	Iteration 56Q: 3 clusters Score -1.619886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16198875.000000 Penalty: 3885.547852
	Iteration 57Q: 3 clusters Score -1.619888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16198910.000000 Penalty: 3885.547852
	Iteration 58Q: 3 clusters Score -1.619891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16198908.000000 Penalty: 3885.547852
	Iteration 59Q: 3 clusters Score -1.619891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16198907.000000 Penalty: 3885.547852
	Iteration 60F: 3 clusters Score -1.619891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155075 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16198925.000000 Penalty: 3885.547852
	Iteration 61Q: 3 clusters Score -1.619892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16198941.000000 Penalty: 3885.547852
	Iteration 62Q: 3 clusters Score -1.619894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155051 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16198940.000000 Penalty: 3885.547852
	Iteration 63Q: 3 clusters Score -1.619894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16198959.000000 Penalty: 3885.547852
	Iteration 64Q: 3 clusters Score -1.619896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16198967.000000 Penalty: 3885.547852
	Iteration 65Q: 3 clusters Score -1.619897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16198980.000000 Penalty: 3885.547852
	Iteration 66Q: 3 clusters Score -1.619898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16198971.000000 Penalty: 3885.547852
	Iteration 67Q: 3 clusters Score -1.619897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -16198966.000000 Penalty: 3885.547852
	Iteration 68Q: 3 clusters Score -1.619897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155001 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16198985.000000 Penalty: 3885.547852
	Iteration 69Q: 3 clusters Score -1.619898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16198993.000000 Penalty: 3885.547852
	Iteration 70Q: 3 clusters Score -1.619899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16198993.000000 Penalty: 3885.547852
	Iteration 71Q: 3 clusters Score -1.619899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16199000.000000 Penalty: 3885.547852
	Iteration 72Q: 3 clusters Score -1.6199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16199004.000000 Penalty: 3885.547852
	Iteration 73Q: 3 clusters Score -1.6199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16199013.000000 Penalty: 3885.547852
	Iteration 74Q: 3 clusters Score -1.619901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16199013.000000 Penalty: 3885.547852
	Iteration 75Q: 3 clusters Score -1.619901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16199003.000000 Penalty: 3885.547852
	Iteration 76Q: 3 clusters Score -1.6199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16199002.000000 Penalty: 3885.547852
	Iteration 77Q: 3 clusters Score -1.6199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16199006.000000 Penalty: 3885.547852
	Iteration 78Q: 3 clusters Score -1.619901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -16199001.000000 Penalty: 3885.547852
	Iteration 79Q: 3 clusters Score -1.6199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154970 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16199003.000000 Penalty: 3885.547852
	Iteration 80F: 3 clusters Score -1.6199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16199011.000000 Penalty: 3885.547852
	Iteration 81Q: 3 clusters Score -1.619901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16199010.000000 Penalty: 3885.547852
	Iteration 82Q: 3 clusters Score -1.619901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16199002.000000 Penalty: 3885.547852
	Iteration 83Q: 3 clusters Score -1.6199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16199017.000000 Penalty: 3885.547852
	Iteration 84Q: 3 clusters Score -1.619902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16199016.000000 Penalty: 3885.547852
	Iteration 85Q: 3 clusters Score -1.619902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16199026.000000 Penalty: 3885.547852
	Iteration 86Q: 3 clusters Score -1.619903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16199028.000000 Penalty: 3885.547852
	Iteration 87Q: 3 clusters Score -1.619903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16199026.000000 Penalty: 3885.547852
	Iteration 88Q: 3 clusters Score -1.619903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154951 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16199026.000000 Penalty: 3885.547852
	Iteration 89Q: 3 clusters Score -1.619903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16199019.000000 Penalty: 3885.547852
	Iteration 90Q: 3 clusters Score -1.619902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16199025.000000 Penalty: 3885.547852
	Iteration 91Q: 3 clusters Score -1.619902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16199028.000000 Penalty: 3885.547852
	Iteration 92Q: 3 clusters Score -1.619903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16199023.000000 Penalty: 3885.547852
	Iteration 93Q: 3 clusters Score -1.619902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16199024.000000 Penalty: 3885.547852
	Iteration 94Q: 3 clusters Score -1.619902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16199042.000000 Penalty: 3885.547852
	Iteration 95Q: 3 clusters Score -1.619904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16199042.000000 Penalty: 3885.547852
	Iteration 96Q: 3 clusters Score -1.619904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16199059.000000 Penalty: 3885.547852
	Iteration 97Q: 3 clusters Score -1.619906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16199072.000000 Penalty: 3885.547852
	Iteration 98Q: 3 clusters Score -1.619907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16199071.000000 Penalty: 3885.547852
	Iteration 99Q: 3 clusters Score -1.619907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16199074.000000 Penalty: 3885.547852
	Iteration 100F: 3 clusters Score -1.619907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154870 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16199090.000000 Penalty: 3885.547852
	Iteration 101Q: 3 clusters Score -1.619909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16199081.000000 Penalty: 3885.547852
	Iteration 102Q: 3 clusters Score -1.619908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -16199082.000000 Penalty: 3885.547852
	Iteration 103Q: 3 clusters Score -1.619908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16199085.000000 Penalty: 3885.547852
	Iteration 104Q: 3 clusters Score -1.619908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154856 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16199085.000000 Penalty: 3885.547852
	Iteration 105Q: 3 clusters Score -1.619908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16199085.000000 Penalty: 3885.547852
	Iteration 106Q: 3 clusters Score -1.619908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16199100.000000 Penalty: 3885.547852
	Iteration 107Q: 3 clusters Score -1.61991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16199095.000000 Penalty: 3885.547852
	Iteration 108Q: 3 clusters Score -1.61991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16199103.000000 Penalty: 3885.547852
	Iteration 109Q: 3 clusters Score -1.61991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16199098.000000 Penalty: 3885.547852
	Iteration 110Q: 3 clusters Score -1.61991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16199099.000000 Penalty: 3885.547852
	Iteration 111Q: 3 clusters Score -1.61991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154830 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16199098.000000 Penalty: 3885.547852
	Iteration 112Q: 3 clusters Score -1.61991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16199100.000000 Penalty: 3885.547852
	Iteration 113Q: 3 clusters Score -1.61991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16199113.000000 Penalty: 3885.547852
	Iteration 114Q: 3 clusters Score -1.619911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16199103.000000 Penalty: 3885.547852
	Iteration 115Q: 3 clusters Score -1.61991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16199105.000000 Penalty: 3885.547852
	Iteration 116Q: 3 clusters Score -1.61991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16199106.000000 Penalty: 3885.547852
	Iteration 117Q: 3 clusters Score -1.619911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16199105.000000 Penalty: 3885.547852
	Iteration 118Q: 3 clusters Score -1.61991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16199113.000000 Penalty: 3885.547852
	Iteration 119Q: 3 clusters Score -1.619911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16199109.000000 Penalty: 3885.547852
	Iteration 120F: 3 clusters Score -1.619911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16199099.000000 Penalty: 3885.547852
	Iteration 121Q: 3 clusters Score -1.61991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16199099.000000 Penalty: 3885.547852
	Iteration 122F: 3 clusters Score -1.61991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Entering Unmasked Estep 
Score: -919458.812500 Penalty: 1478.672119
	Iteration 0F: 2 clusters Score -919458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -912991.562500 Penalty: 2957.344238
	Iteration 0F: 3 clusters Score -912991.6 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -915028.625000 Penalty: 2957.344238
	Iteration 1F: 3 clusters Score -915028.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -915263.750000 Penalty: 2957.344238
	Iteration 2F: 3 clusters Score -915263.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -915450.562500 Penalty: 2957.344238
	Iteration 3Q: 3 clusters Score -915450.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -915618.437500 Penalty: 2957.344238
	Iteration 4Q: 3 clusters Score -915618.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -915735.750000 Penalty: 2957.344238
	Iteration 5Q: 3 clusters Score -915735.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -915832.062500 Penalty: 2957.344238
	Iteration 6Q: 3 clusters Score -915832.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -915916.125000 Penalty: 2957.344238
	Iteration 7Q: 3 clusters Score -915916.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -915988.875000 Penalty: 2957.344238
	Iteration 8Q: 3 clusters Score -915988.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -916049.500000 Penalty: 2957.344238
	Iteration 9Q: 3 clusters Score -916049.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -916095.562500 Penalty: 2957.344238
	Iteration 10Q: 3 clusters Score -916095.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -916150.500000 Penalty: 2957.344238
	Iteration 11Q: 3 clusters Score -916150.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -916198.812500 Penalty: 2957.344238
	Iteration 12Q: 3 clusters Score -916198.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -916235.750000 Penalty: 2957.344238
	Iteration 13Q: 3 clusters Score -916235.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -916290.000000 Penalty: 2957.344238
	Iteration 14Q: 3 clusters Score -916290 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -916345.125000 Penalty: 2957.344238
	Iteration 15Q: 3 clusters Score -916345.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -916408.187500 Penalty: 2957.344238
	Iteration 16Q: 3 clusters Score -916408.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -916473.500000 Penalty: 2957.344238
	Iteration 17Q: 3 clusters Score -916473.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -916551.562500 Penalty: 2957.344238
	Iteration 18Q: 3 clusters Score -916551.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -916662.125000 Penalty: 2957.344238
	Iteration 19Q: 3 clusters Score -916662.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -916773.562500 Penalty: 2957.344238
	Iteration 20F: 3 clusters Score -916773.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -916880.250000 Penalty: 2957.344238
	Iteration 21Q: 3 clusters Score -916880.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -916972.375000 Penalty: 2957.344238
	Iteration 22Q: 3 clusters Score -916972.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -917048.687500 Penalty: 2957.344238
	Iteration 23Q: 3 clusters Score -917048.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -917096.687500 Penalty: 2957.344238
	Iteration 24Q: 3 clusters Score -917096.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -917130.062500 Penalty: 2957.344238
	Iteration 25Q: 3 clusters Score -917130.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -917167.125000 Penalty: 2957.344238
	Iteration 26Q: 3 clusters Score -917167.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -917195.187500 Penalty: 2957.344238
	Iteration 27Q: 3 clusters Score -917195.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -917211.000000 Penalty: 2957.344238
	Iteration 28Q: 3 clusters Score -917211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -917228.562500 Penalty: 2957.344238
	Iteration 29Q: 3 clusters Score -917228.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -917237.937500 Penalty: 2957.344238
	Iteration 30Q: 3 clusters Score -917237.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -917245.500000 Penalty: 2957.344238
	Iteration 31Q: 3 clusters Score -917245.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -917252.500000 Penalty: 2957.344238
	Iteration 32Q: 3 clusters Score -917252.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -917259.187500 Penalty: 2957.344238
	Iteration 33Q: 3 clusters Score -917259.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -917266.250000 Penalty: 2957.344238
	Iteration 34Q: 3 clusters Score -917266.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -917271.625000 Penalty: 2957.344238
	Iteration 35Q: 3 clusters Score -917271.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -917278.000000 Penalty: 2957.344238
	Iteration 36Q: 3 clusters Score -917278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -917283.375000 Penalty: 2957.344238
	Iteration 37Q: 3 clusters Score -917283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -917283.687500 Penalty: 2957.344238
	Iteration 38Q: 3 clusters Score -917283.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -917288.625000 Penalty: 2957.344238
	Iteration 39Q: 3 clusters Score -917288.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -917291.437500 Penalty: 2957.344238
	Iteration 40F: 3 clusters Score -917291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -917292.375000 Penalty: 2957.344238
	Iteration 41Q: 3 clusters Score -917292.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -917292.812500 Penalty: 2957.344238
	Iteration 42Q: 3 clusters Score -917292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -917294.000000 Penalty: 2957.344238
	Iteration 43Q: 3 clusters Score -917294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -917296.312500 Penalty: 2957.344238
	Iteration 44Q: 3 clusters Score -917296.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -917297.812500 Penalty: 2957.344238
	Iteration 45Q: 3 clusters Score -917297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -917297.375000 Penalty: 2957.344238
	Iteration 46Q: 3 clusters Score -917297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -917297.875000 Penalty: 2957.344238
	Iteration 47Q: 3 clusters Score -917297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -917299.500000 Penalty: 2957.344238
	Iteration 48Q: 3 clusters Score -917299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -917298.875000 Penalty: 2957.344238
	Iteration 49Q: 3 clusters Score -917298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -917298.875000 Penalty: 2957.344238
	Iteration 50F: 3 clusters Score -917298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -219754.546875 Penalty: 1255.509521
	Iteration 0F: 2 clusters Score -219754.5 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 1131 members 
Entering Unmasked Estep 
Score: -217509.406250 Penalty: 2511.019043
	Iteration 0F: 3 clusters Score -217509.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -218116.265625 Penalty: 2511.019043
	Iteration 1F: 3 clusters Score -218116.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -218453.734375 Penalty: 2511.019043
	Iteration 2F: 3 clusters Score -218453.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -218995.328125 Penalty: 2511.019043
	Iteration 3F: 3 clusters Score -218995.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -219514.828125 Penalty: 2511.019043
	Iteration 4F: 3 clusters Score -219514.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -219726.343750 Penalty: 2511.019043
	Iteration 5F: 3 clusters Score -219726.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -219857.609375 Penalty: 2511.019043
	Iteration 6Q: 3 clusters Score -219857.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -219965.468750 Penalty: 2511.019043
	Iteration 7Q: 3 clusters Score -219965.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -220137.171875 Penalty: 2511.019043
	Iteration 8Q: 3 clusters Score -220137.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -220331.515625 Penalty: 2511.019043
	Iteration 9Q: 3 clusters Score -220331.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -220451.390625 Penalty: 2511.019043
	Iteration 10Q: 3 clusters Score -220451.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -220549.703125 Penalty: 2511.019043
	Iteration 11Q: 3 clusters Score -220549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -220568.531250 Penalty: 2511.019043
	Iteration 12Q: 3 clusters Score -220568.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -220576.531250 Penalty: 2511.019043
	Iteration 13Q: 3 clusters Score -220576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -220583.562500 Penalty: 2511.019043
	Iteration 14Q: 3 clusters Score -220583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -220590.328125 Penalty: 2511.019043
	Iteration 15Q: 3 clusters Score -220590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -220593.234375 Penalty: 2511.019043
	Iteration 16Q: 3 clusters Score -220593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -220594.921875 Penalty: 2511.019043
	Iteration 17Q: 3 clusters Score -220594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -220595.609375 Penalty: 2511.019043
	Iteration 18Q: 3 clusters Score -220595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -220596.421875 Penalty: 2511.019043
	Iteration 19Q: 3 clusters Score -220596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -220596.421875 Penalty: 2511.019043
	Iteration 20F: 3 clusters Score -220596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 792 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 1475 members 
Entering Unmasked Estep 
Score: -154068448.000000 Penalty: 111104.703125
Splitting cluster 38 changes total score from -154068976.000000 to -154068448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -106641.695312 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -106641.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105113.625000 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -105113.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105500.437500 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -105500.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105615.648438 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -105615.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105678.562500 Penalty: 2296.878906
	Iteration 3Q: 3 clusters Score -105678.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105737.046875 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -105737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105769.945312 Penalty: 2296.878906
	Iteration 5Q: 3 clusters Score -105769.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105787.093750 Penalty: 2296.878906
	Iteration 6Q: 3 clusters Score -105787.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -105806.898438 Penalty: 2296.878906
	Iteration 7Q: 3 clusters Score -105806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105820.187500 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -105820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105830.867188 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -105830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105839.210938 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -105839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105846.648438 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -105846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105853.796875 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -105853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -105862.507812 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -105862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105865.445312 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -105865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105867.289062 Penalty: 2296.878906
	Iteration 15Q: 3 clusters Score -105867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105870.710938 Penalty: 2296.878906
	Iteration 16Q: 3 clusters Score -105870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105873.304688 Penalty: 2296.878906
	Iteration 17Q: 3 clusters Score -105873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105879.109375 Penalty: 2296.878906
	Iteration 18Q: 3 clusters Score -105879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105882.226562 Penalty: 2296.878906
	Iteration 19Q: 3 clusters Score -105882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105883.085938 Penalty: 2296.878906
	Iteration 20F: 3 clusters Score -105883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105884.359375 Penalty: 2296.878906
	Iteration 21Q: 3 clusters Score -105884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105885.320312 Penalty: 2296.878906
	Iteration 22Q: 3 clusters Score -105885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105885.734375 Penalty: 2296.878906
	Iteration 23Q: 3 clusters Score -105885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105885.734375 Penalty: 2296.878906
	Iteration 24F: 3 clusters Score -105885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -163867.921875 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -163867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162058.000000 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -162058 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -162431.906250 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -162431.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162520.484375 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -162520.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -162562.000000 Penalty: 2390.583252
	Iteration 3Q: 3 clusters Score -162562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162585.546875 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -162585.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162608.156250 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -162608.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -162627.531250 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -162627.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162643.546875 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -162643.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162660.515625 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -162660.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162676.531250 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -162676.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162684.500000 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -162684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -162688.750000 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -162688.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162695.968750 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -162696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -162698.593750 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -162698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162701.359375 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -162701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -162703.984375 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -162704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -162710.296875 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -162710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162715.578125 Penalty: 2390.583252
	Iteration 17Q: 3 clusters Score -162715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -162718.546875 Penalty: 2390.583252
	Iteration 18Q: 3 clusters Score -162718.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -162725.328125 Penalty: 2390.583252
	Iteration 19Q: 3 clusters Score -162725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -162734.109375 Penalty: 2390.583252
	Iteration 20F: 3 clusters Score -162734.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162740.031250 Penalty: 2390.583252
	Iteration 21Q: 3 clusters Score -162740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -162747.218750 Penalty: 2390.583252
	Iteration 22Q: 3 clusters Score -162747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162751.250000 Penalty: 2390.583252
	Iteration 23Q: 3 clusters Score -162751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -162752.593750 Penalty: 2390.583252
	Iteration 24Q: 3 clusters Score -162752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162754.156250 Penalty: 2390.583252
	Iteration 25Q: 3 clusters Score -162754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162755.593750 Penalty: 2390.583252
	Iteration 26Q: 3 clusters Score -162755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -162755.875000 Penalty: 2390.583252
	Iteration 27Q: 3 clusters Score -162755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -162755.875000 Penalty: 2390.583252
	Iteration 28F: 3 clusters Score -162755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -172358.921875 Penalty: 1237.405884
	Iteration 0F: 2 clusters Score -172358.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -170268.671875 Penalty: 2474.811768
	Iteration 0F: 3 clusters Score -170268.7 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -170933.562500 Penalty: 2474.811768
	Iteration 1F: 3 clusters Score -170933.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171243.250000 Penalty: 2474.811768
	Iteration 2F: 3 clusters Score -171243.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -171472.546875 Penalty: 2474.811768
	Iteration 3F: 3 clusters Score -171472.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -171670.812500 Penalty: 2474.811768
	Iteration 4F: 3 clusters Score -171670.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171762.468750 Penalty: 2474.811768
	Iteration 5Q: 3 clusters Score -171762.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -171820.125000 Penalty: 2474.811768
	Iteration 6Q: 3 clusters Score -171820.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -171855.578125 Penalty: 2474.811768
	Iteration 7Q: 3 clusters Score -171855.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -171882.828125 Penalty: 2474.811768
	Iteration 8Q: 3 clusters Score -171882.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -171908.625000 Penalty: 2474.811768
	Iteration 9Q: 3 clusters Score -171908.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -171923.625000 Penalty: 2474.811768
	Iteration 10Q: 3 clusters Score -171923.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -171933.390625 Penalty: 2474.811768
	Iteration 11Q: 3 clusters Score -171933.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -171943.906250 Penalty: 2474.811768
	Iteration 12Q: 3 clusters Score -171943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -171947.812500 Penalty: 2474.811768
	Iteration 13Q: 3 clusters Score -171947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171948.546875 Penalty: 2474.811768
	Iteration 14Q: 3 clusters Score -171948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -171949.000000 Penalty: 2474.811768
	Iteration 15Q: 3 clusters Score -171949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -171951.015625 Penalty: 2474.811768
	Iteration 16F: 3 clusters Score -171951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171963.093750 Penalty: 2474.811768
	Iteration 17Q: 3 clusters Score -171963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171965.937500 Penalty: 2474.811768
	Iteration 18Q: 3 clusters Score -171965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -171968.125000 Penalty: 2474.811768
	Iteration 19Q: 3 clusters Score -171968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171968.531250 Penalty: 2474.811768
	Iteration 20F: 3 clusters Score -171968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -171969.421875 Penalty: 2474.811768
	Iteration 21Q: 3 clusters Score -171969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -171969.656250 Penalty: 2474.811768
	Iteration 22Q: 3 clusters Score -171969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -171969.656250 Penalty: 2474.811768
	Iteration 23F: 3 clusters Score -171969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -885198.187500 Penalty: 1476.497192
	Iteration 0F: 2 clusters Score -885198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -878743.812500 Penalty: 2952.994385
	Iteration 0F: 3 clusters Score -878743.8 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -880913.812500 Penalty: 2952.994385
	Iteration 1F: 3 clusters Score -880913.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -881322.500000 Penalty: 2952.994385
	Iteration 2F: 3 clusters Score -881322.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -881682.687500 Penalty: 2952.994385
	Iteration 3F: 3 clusters Score -881682.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -882158.250000 Penalty: 2952.994385
	Iteration 4F: 3 clusters Score -882158.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -882930.937500 Penalty: 2952.994385
	Iteration 5F: 3 clusters Score -882930.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -883814.687500 Penalty: 2952.994385
	Iteration 6F: 3 clusters Score -883814.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -884421.312500 Penalty: 2952.994385
	Iteration 7F: 3 clusters Score -884421.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -884818.812500 Penalty: 2952.994385
	Iteration 8F: 3 clusters Score -884818.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -885047.312500 Penalty: 2952.994385
	Iteration 9Q: 3 clusters Score -885047.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -885176.500000 Penalty: 2952.994385
	Iteration 10Q: 3 clusters Score -885176.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -885275.437500 Penalty: 2952.994385
	Iteration 11Q: 3 clusters Score -885275.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -885358.750000 Penalty: 2952.994385
	Iteration 12Q: 3 clusters Score -885358.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -885414.687500 Penalty: 2952.994385
	Iteration 13Q: 3 clusters Score -885414.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -885467.812500 Penalty: 2952.994385
	Iteration 14Q: 3 clusters Score -885467.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -885506.250000 Penalty: 2952.994385
	Iteration 15Q: 3 clusters Score -885506.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -885535.250000 Penalty: 2952.994385
	Iteration 16Q: 3 clusters Score -885535.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -885551.875000 Penalty: 2952.994385
	Iteration 17Q: 3 clusters Score -885551.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -885558.562500 Penalty: 2952.994385
	Iteration 18Q: 3 clusters Score -885558.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -885567.125000 Penalty: 2952.994385
	Iteration 19Q: 3 clusters Score -885567.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -885577.687500 Penalty: 2952.994385
	Iteration 20F: 3 clusters Score -885577.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -885585.437500 Penalty: 2952.994385
	Iteration 21Q: 3 clusters Score -885585.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -885594.125000 Penalty: 2952.994385
	Iteration 22Q: 3 clusters Score -885594.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -885601.562500 Penalty: 2952.994385
	Iteration 23Q: 3 clusters Score -885601.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -885608.437500 Penalty: 2952.994385
	Iteration 24Q: 3 clusters Score -885608.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -885615.625000 Penalty: 2952.994385
	Iteration 25Q: 3 clusters Score -885615.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -885625.937500 Penalty: 2952.994385
	Iteration 26Q: 3 clusters Score -885625.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -885634.187500 Penalty: 2952.994385
	Iteration 27Q: 3 clusters Score -885634.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -885640.437500 Penalty: 2952.994385
	Iteration 28Q: 3 clusters Score -885640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -885644.562500 Penalty: 2952.994385
	Iteration 29Q: 3 clusters Score -885644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -885647.375000 Penalty: 2952.994385
	Iteration 30Q: 3 clusters Score -885647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -885650.000000 Penalty: 2952.994385
	Iteration 31Q: 3 clusters Score -885650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -885651.250000 Penalty: 2952.994385
	Iteration 32Q: 3 clusters Score -885651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -885653.437500 Penalty: 2952.994385
	Iteration 33Q: 3 clusters Score -885653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -885653.125000 Penalty: 2952.994385
	Iteration 34Q: 3 clusters Score -885653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -885655.250000 Penalty: 2952.994385
	Iteration 35Q: 3 clusters Score -885655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -885652.875000 Penalty: 2952.994385
	Iteration 36Q: 3 clusters Score -885652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -885652.937500 Penalty: 2952.994385
	Iteration 37Q: 3 clusters Score -885652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -885653.187500 Penalty: 2952.994385
	Iteration 38Q: 3 clusters Score -885653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -885654.687500 Penalty: 2952.994385
	Iteration 39Q: 3 clusters Score -885654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -885654.687500 Penalty: 2952.994385
	Iteration 40F: 3 clusters Score -885654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 6315 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 2517 members 
Entering Unmasked Estep 
Score: -154068240.000000 Penalty: 111104.703125
Splitting cluster 42 changes total score from -154068976.000000 to -154068240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Entering Unmasked Estep 
Score: -695398.687500 Penalty: 1441.208740
	Iteration 0F: 2 clusters Score -695398.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -690088.000000 Penalty: 2882.417480
	Iteration 0F: 3 clusters Score -690088 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -691895.312500 Penalty: 2882.417480
	Iteration 1F: 3 clusters Score -691895.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -692305.687500 Penalty: 2882.417480
	Iteration 2F: 3 clusters Score -692305.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -692632.500000 Penalty: 2882.417480
	Iteration 3F: 3 clusters Score -692632.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -692868.187500 Penalty: 2882.417480
	Iteration 4F: 3 clusters Score -692868.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -693071.312500 Penalty: 2882.417480
	Iteration 5Q: 3 clusters Score -693071.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -693240.187500 Penalty: 2882.417480
	Iteration 6Q: 3 clusters Score -693240.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -693376.937500 Penalty: 2882.417480
	Iteration 7Q: 3 clusters Score -693376.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -693492.437500 Penalty: 2882.417480
	Iteration 8Q: 3 clusters Score -693492.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -693580.562500 Penalty: 2882.417480
	Iteration 9Q: 3 clusters Score -693580.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -693655.875000 Penalty: 2882.417480
	Iteration 10Q: 3 clusters Score -693655.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -693714.812500 Penalty: 2882.417480
	Iteration 11Q: 3 clusters Score -693714.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -693763.062500 Penalty: 2882.417480
	Iteration 12Q: 3 clusters Score -693763.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -693800.375000 Penalty: 2882.417480
	Iteration 13Q: 3 clusters Score -693800.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -693841.250000 Penalty: 2882.417480
	Iteration 14Q: 3 clusters Score -693841.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -693864.375000 Penalty: 2882.417480
	Iteration 15Q: 3 clusters Score -693864.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -693891.812500 Penalty: 2882.417480
	Iteration 16Q: 3 clusters Score -693891.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -693921.562500 Penalty: 2882.417480
	Iteration 17Q: 3 clusters Score -693921.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -693949.437500 Penalty: 2882.417480
	Iteration 18Q: 3 clusters Score -693949.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -693970.125000 Penalty: 2882.417480
	Iteration 19Q: 3 clusters Score -693970.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -693988.000000 Penalty: 2882.417480
	Iteration 20F: 3 clusters Score -693988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -694004.625000 Penalty: 2882.417480
	Iteration 21Q: 3 clusters Score -694004.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -694024.250000 Penalty: 2882.417480
	Iteration 22Q: 3 clusters Score -694024.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -694040.187500 Penalty: 2882.417480
	Iteration 23Q: 3 clusters Score -694040.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -694054.687500 Penalty: 2882.417480
	Iteration 24Q: 3 clusters Score -694054.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -694067.562500 Penalty: 2882.417480
	Iteration 25Q: 3 clusters Score -694067.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -694079.687500 Penalty: 2882.417480
	Iteration 26Q: 3 clusters Score -694079.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -694092.125000 Penalty: 2882.417480
	Iteration 27Q: 3 clusters Score -694092.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -694101.687500 Penalty: 2882.417480
	Iteration 28Q: 3 clusters Score -694101.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -694113.312500 Penalty: 2882.417480
	Iteration 29Q: 3 clusters Score -694113.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -694121.375000 Penalty: 2882.417480
	Iteration 30Q: 3 clusters Score -694121.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -694130.000000 Penalty: 2882.417480
	Iteration 31Q: 3 clusters Score -694130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -694136.937500 Penalty: 2882.417480
	Iteration 32Q: 3 clusters Score -694136.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -694141.812500 Penalty: 2882.417480
	Iteration 33Q: 3 clusters Score -694141.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -694150.125000 Penalty: 2882.417480
	Iteration 34Q: 3 clusters Score -694150.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -694158.500000 Penalty: 2882.417480
	Iteration 35Q: 3 clusters Score -694158.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -694165.812500 Penalty: 2882.417480
	Iteration 36Q: 3 clusters Score -694165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -694172.562500 Penalty: 2882.417480
	Iteration 37Q: 3 clusters Score -694172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -694175.250000 Penalty: 2882.417480
	Iteration 38Q: 3 clusters Score -694175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -694178.000000 Penalty: 2882.417480
	Iteration 39Q: 3 clusters Score -694178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -694182.500000 Penalty: 2882.417480
	Iteration 40F: 3 clusters Score -694182.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -694186.875000 Penalty: 2882.417480
	Iteration 41Q: 3 clusters Score -694186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -694189.687500 Penalty: 2882.417480
	Iteration 42Q: 3 clusters Score -694189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -694189.875000 Penalty: 2882.417480
	Iteration 43Q: 3 clusters Score -694189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -694192.562500 Penalty: 2882.417480
	Iteration 44Q: 3 clusters Score -694192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -694193.125000 Penalty: 2882.417480
	Iteration 45Q: 3 clusters Score -694193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -694193.750000 Penalty: 2882.417480
	Iteration 46Q: 3 clusters Score -694193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -694194.937500 Penalty: 2882.417480
	Iteration 47Q: 3 clusters Score -694194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -694194.375000 Penalty: 2882.417480
	Iteration 48Q: 3 clusters Score -694194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -694195.187500 Penalty: 2882.417480
	Iteration 49Q: 3 clusters Score -694195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -694196.437500 Penalty: 2882.417480
	Iteration 50Q: 3 clusters Score -694196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -694196.187500 Penalty: 2882.417480
	Iteration 51Q: 3 clusters Score -694196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -694196.187500 Penalty: 2882.417480
	Iteration 52F: 3 clusters Score -694196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -262980.156250 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -262980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -260462.718750 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -260462.7 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261069.390625 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -261069.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -261249.890625 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -261249.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -261444.437500 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -261444.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -261716.546875 Penalty: 2572.250732
	Iteration 4F: 3 clusters Score -261716.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -262091.265625 Penalty: 2572.250732
	Iteration 5F: 3 clusters Score -262091.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -262424.406250 Penalty: 2572.250732
	Iteration 6F: 3 clusters Score -262424.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -262708.093750 Penalty: 2572.250732
	Iteration 7F: 3 clusters Score -262708.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -262895.625000 Penalty: 2572.250732
	Iteration 8F: 3 clusters Score -262895.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -262999.593750 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -262999.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263058.281250 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -263058.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -263080.843750 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -263080.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -263093.875000 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -263093.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263101.281250 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -263101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -263106.156250 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -263106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -263107.875000 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -263107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -263109.125000 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -263109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -263109.531250 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -263109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -263109.656250 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -263109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -263109.656250 Penalty: 2572.250732
	Iteration 19F: 3 clusters Score -263109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 1433 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Mstep: Class 48 contains 1304 members 
Entering Unmasked Estep 
Score: -154067856.000000 Penalty: 111104.703125
Splitting cluster 44 changes total score from -154068976.000000 to -154067856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -989309.000000 Penalty: 1487.951172
	Iteration 0F: 2 clusters Score -989309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -982510.500000 Penalty: 2975.902344
	Iteration 0F: 3 clusters Score -982510.5 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -984773.687500 Penalty: 2975.902344
	Iteration 1F: 3 clusters Score -984773.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -985094.375000 Penalty: 2975.902344
	Iteration 2F: 3 clusters Score -985094.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -985368.625000 Penalty: 2975.902344
	Iteration 3F: 3 clusters Score -985368.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -985684.250000 Penalty: 2975.902344
	Iteration 4F: 3 clusters Score -985684.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -986015.750000 Penalty: 2975.902344
	Iteration 5F: 3 clusters Score -986015.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -986399.375000 Penalty: 2975.902344
	Iteration 6F: 3 clusters Score -986399.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -986807.437500 Penalty: 2975.902344
	Iteration 7F: 3 clusters Score -986807.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -987230.312500 Penalty: 2975.902344
	Iteration 8F: 3 clusters Score -987230.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -987546.000000 Penalty: 2975.902344
	Iteration 9Q: 3 clusters Score -987546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -987781.937500 Penalty: 2975.902344
	Iteration 10Q: 3 clusters Score -987781.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -987956.125000 Penalty: 2975.902344
	Iteration 11Q: 3 clusters Score -987956.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -988053.937500 Penalty: 2975.902344
	Iteration 12Q: 3 clusters Score -988053.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -988110.312500 Penalty: 2975.902344
	Iteration 13Q: 3 clusters Score -988110.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -988150.312500 Penalty: 2975.902344
	Iteration 14Q: 3 clusters Score -988150.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -988180.812500 Penalty: 2975.902344
	Iteration 15Q: 3 clusters Score -988180.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -988204.937500 Penalty: 2975.902344
	Iteration 16Q: 3 clusters Score -988204.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -988221.750000 Penalty: 2975.902344
	Iteration 17Q: 3 clusters Score -988221.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -988235.625000 Penalty: 2975.902344
	Iteration 18Q: 3 clusters Score -988235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -988244.312500 Penalty: 2975.902344
	Iteration 19Q: 3 clusters Score -988244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -988255.500000 Penalty: 2975.902344
	Iteration 20F: 3 clusters Score -988255.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -988259.500000 Penalty: 2975.902344
	Iteration 21Q: 3 clusters Score -988259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -988263.125000 Penalty: 2975.902344
	Iteration 22Q: 3 clusters Score -988263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -988264.562500 Penalty: 2975.902344
	Iteration 23Q: 3 clusters Score -988264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -988269.562500 Penalty: 2975.902344
	Iteration 24Q: 3 clusters Score -988269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -988270.125000 Penalty: 2975.902344
	Iteration 25Q: 3 clusters Score -988270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -988270.250000 Penalty: 2975.902344
	Iteration 26Q: 3 clusters Score -988270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -988270.125000 Penalty: 2975.902344
	Iteration 27Q: 3 clusters Score -988270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -988270.125000 Penalty: 2975.902344
	Iteration 28F: 3 clusters Score -988270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -672933.062500 Penalty: 1430.702881
	Iteration 0F: 2 clusters Score -672933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -667845.312500 Penalty: 2861.405762
	Iteration 0F: 3 clusters Score -667845.3 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -669416.687500 Penalty: 2861.405762
	Iteration 1F: 3 clusters Score -669416.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -669633.250000 Penalty: 2861.405762
	Iteration 2F: 3 clusters Score -669633.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -669799.500000 Penalty: 2861.405762
	Iteration 3F: 3 clusters Score -669799.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -669933.875000 Penalty: 2861.405762
	Iteration 4Q: 3 clusters Score -669933.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -670069.312500 Penalty: 2861.405762
	Iteration 5Q: 3 clusters Score -670069.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -670195.187500 Penalty: 2861.405762
	Iteration 6Q: 3 clusters Score -670195.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -670309.937500 Penalty: 2861.405762
	Iteration 7Q: 3 clusters Score -670309.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -670433.250000 Penalty: 2861.405762
	Iteration 8Q: 3 clusters Score -670433.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -670561.562500 Penalty: 2861.405762
	Iteration 9Q: 3 clusters Score -670561.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -670676.062500 Penalty: 2861.405762
	Iteration 10Q: 3 clusters Score -670676.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -670784.750000 Penalty: 2861.405762
	Iteration 11Q: 3 clusters Score -670784.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -670890.312500 Penalty: 2861.405762
	Iteration 12Q: 3 clusters Score -670890.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -670994.750000 Penalty: 2861.405762
	Iteration 13Q: 3 clusters Score -670994.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -671080.687500 Penalty: 2861.405762
	Iteration 14Q: 3 clusters Score -671080.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -671159.875000 Penalty: 2861.405762
	Iteration 15Q: 3 clusters Score -671159.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -671227.250000 Penalty: 2861.405762
	Iteration 16Q: 3 clusters Score -671227.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -671304.312500 Penalty: 2861.405762
	Iteration 17Q: 3 clusters Score -671304.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -671375.750000 Penalty: 2861.405762
	Iteration 18Q: 3 clusters Score -671375.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -671431.937500 Penalty: 2861.405762
	Iteration 19Q: 3 clusters Score -671431.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -671476.687500 Penalty: 2861.405762
	Iteration 20F: 3 clusters Score -671476.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -671515.375000 Penalty: 2861.405762
	Iteration 21Q: 3 clusters Score -671515.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -671560.062500 Penalty: 2861.405762
	Iteration 22Q: 3 clusters Score -671560.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -671589.625000 Penalty: 2861.405762
	Iteration 23Q: 3 clusters Score -671589.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -671611.000000 Penalty: 2861.405762
	Iteration 24Q: 3 clusters Score -671611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -671622.875000 Penalty: 2861.405762
	Iteration 25Q: 3 clusters Score -671622.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -671636.000000 Penalty: 2861.405762
	Iteration 26Q: 3 clusters Score -671636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -671646.625000 Penalty: 2861.405762
	Iteration 27Q: 3 clusters Score -671646.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -671658.875000 Penalty: 2861.405762
	Iteration 28Q: 3 clusters Score -671658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -671667.625000 Penalty: 2861.405762
	Iteration 29Q: 3 clusters Score -671667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -671672.312500 Penalty: 2861.405762
	Iteration 30Q: 3 clusters Score -671672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -671675.437500 Penalty: 2861.405762
	Iteration 31Q: 3 clusters Score -671675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -671681.187500 Penalty: 2861.405762
	Iteration 32Q: 3 clusters Score -671681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -671687.000000 Penalty: 2861.405762
	Iteration 33Q: 3 clusters Score -671687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -671690.062500 Penalty: 2861.405762
	Iteration 34Q: 3 clusters Score -671690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -671692.000000 Penalty: 2861.405762
	Iteration 35Q: 3 clusters Score -671692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -671694.500000 Penalty: 2861.405762
	Iteration 36Q: 3 clusters Score -671694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -671696.437500 Penalty: 2861.405762
	Iteration 37Q: 3 clusters Score -671696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -671697.000000 Penalty: 2861.405762
	Iteration 38Q: 3 clusters Score -671697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -671701.312500 Penalty: 2861.405762
	Iteration 39Q: 3 clusters Score -671701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -671702.875000 Penalty: 2861.405762
	Iteration 40F: 3 clusters Score -671702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -671702.437500 Penalty: 2861.405762
	Iteration 41Q: 3 clusters Score -671702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -671702.937500 Penalty: 2861.405762
	Iteration 42Q: 3 clusters Score -671702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -671703.812500 Penalty: 2861.405762
	Iteration 43Q: 3 clusters Score -671703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -671704.437500 Penalty: 2861.405762
	Iteration 44Q: 3 clusters Score -671704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -671707.062500 Penalty: 2861.405762
	Iteration 45Q: 3 clusters Score -671707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -671706.812500 Penalty: 2861.405762
	Iteration 46Q: 3 clusters Score -671706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -671708.250000 Penalty: 2861.405762
	Iteration 47Q: 3 clusters Score -671708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -671711.375000 Penalty: 2861.405762
	Iteration 48Q: 3 clusters Score -671711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -671714.250000 Penalty: 2861.405762
	Iteration 49Q: 3 clusters Score -671714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -671718.000000 Penalty: 2861.405762
	Iteration 50Q: 3 clusters Score -671718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -671721.750000 Penalty: 2861.405762
	Iteration 51Q: 3 clusters Score -671721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -671722.625000 Penalty: 2861.405762
	Iteration 52Q: 3 clusters Score -671722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -671722.625000 Penalty: 2861.405762
	Iteration 53F: 3 clusters Score -671722.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -358435.093750 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -358435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -355317.312500 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -355317.3 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -356126.437500 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -356126.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -356326.281250 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -356326.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -356472.500000 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -356472.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -356664.000000 Penalty: 2668.113525
	Iteration 4F: 3 clusters Score -356664 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -356891.156250 Penalty: 2668.113525
	Iteration 5F: 3 clusters Score -356891.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -357176.156250 Penalty: 2668.113525
	Iteration 6F: 3 clusters Score -357176.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -357505.718750 Penalty: 2668.113525
	Iteration 7F: 3 clusters Score -357505.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -357745.906250 Penalty: 2668.113525
	Iteration 8F: 3 clusters Score -357745.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -357870.156250 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -357870.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -357956.093750 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -357956.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -358011.281250 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -358011.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -358040.375000 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -358040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -358051.781250 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -358051.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -358065.812500 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -358065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -358076.906250 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -358076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -358082.812500 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -358082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -358084.343750 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -358084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -358085.750000 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -358085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -358085.937500 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -358085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -358085.437500 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -358085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -358085.375000 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -358085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -358086.531250 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -358086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -358086.843750 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -358086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -358086.968750 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -358087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -358087.843750 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -358087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -358088.562500 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -358088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -358089.406250 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -358089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -358089.812500 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -358089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -358090.593750 Penalty: 2668.113525
	Iteration 29Q: 3 clusters Score -358090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -358090.593750 Penalty: 2668.113525
	Iteration 30F: 3 clusters Score -358090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32182 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192206 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81654 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6936 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26564 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155676 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2267 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7108 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068928.000000 Penalty: 108790.023438
Iteration 279Q: 48 clusters Score -1.540689e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192205 members 
Mstep: Class 10 contains 15493 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72707 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81653 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6938 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37307 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4950 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54125 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155671 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 108790.023438
Iteration 280F: 48 clusters Score -1.540689e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192204 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72705 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81651 members 
Mstep: Class 19 contains 116560 members 
Mstep: Class 20 contains 6940 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 4949 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155672 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2273 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068960.000000 Penalty: 108790.023438
Iteration 281Q: 48 clusters Score -1.54069e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32187 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192203 members 
Mstep: Class 10 contains 15488 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72705 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81651 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 38305 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 4370 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30511 members 
Mstep: Class 36 contains 155672 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2274 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 108790.023438
Iteration 282Q: 48 clusters Score -1.540689e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32187 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192199 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72708 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168121 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81649 members 
Mstep: Class 19 contains 116563 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 38306 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30512 members 
Mstep: Class 36 contains 155669 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2274 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 108790.023438
Iteration 283Q: 48 clusters Score -1.540689e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72709 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168121 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81647 members 
Mstep: Class 19 contains 116563 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 38307 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155667 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2274 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2030 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068912.000000 Penalty: 108790.023438
Iteration 284Q: 48 clusters Score -1.540689e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15487 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72710 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81647 members 
Mstep: Class 19 contains 116563 members 
Mstep: Class 20 contains 6955 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 37306 members 
Mstep: Class 23 contains 4370 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155665 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2274 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2031 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068880.000000 Penalty: 108790.023438
Iteration 285Q: 48 clusters Score -1.540689e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28959 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9324 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72713 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81647 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 6962 members 
Mstep: Class 21 contains 38309 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155663 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2275 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2031 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 286Q: 48 clusters Score -1.540688e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9323 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15483 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72714 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168116 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81647 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 6969 members 
Mstep: Class 21 contains 38310 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155661 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2031 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9474 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 287Q: 48 clusters Score -1.540689e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28956 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9321 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15478 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72716 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81645 members 
Mstep: Class 19 contains 116563 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 38310 members 
Mstep: Class 22 contains 37304 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11718 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30513 members 
Mstep: Class 36 contains 155658 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068960.000000 Penalty: 108790.023438
Iteration 288Q: 48 clusters Score -1.54069e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32185 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72718 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81644 members 
Mstep: Class 19 contains 116564 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37304 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26555 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11720 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155656 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068896.000000 Penalty: 108790.023438
Iteration 289Q: 48 clusters Score -1.540689e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192194 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168116 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81644 members 
Mstep: Class 19 contains 116564 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26555 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11723 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155654 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 290Q: 48 clusters Score -1.540688e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32186 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72715 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81644 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 6980 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37308 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155651 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2737 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068832.000000 Penalty: 108790.023438
Iteration 291Q: 48 clusters Score -1.540688e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112827 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15466 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72715 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168114 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81643 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26556 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11726 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30514 members 
Mstep: Class 36 contains 155648 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 292Q: 48 clusters Score -1.540688e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112826 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32180 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72714 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168114 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81641 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26555 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30515 members 
Mstep: Class 36 contains 155646 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9475 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 293Q: 48 clusters Score -1.540688e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112824 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192194 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72716 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81640 members 
Mstep: Class 19 contains 116560 members 
Mstep: Class 20 contains 6998 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11728 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 155643 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 294Q: 48 clusters Score -1.540688e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112823 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32178 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192194 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72716 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168115 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81639 members 
Mstep: Class 19 contains 116558 members 
Mstep: Class 20 contains 7000 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37313 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26554 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11728 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 155643 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2276 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 295Q: 48 clusters Score -1.540688e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 112823 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15465 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72716 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168116 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65418 members 
Mstep: Class 18 contains 81639 members 
Mstep: Class 19 contains 116555 members 
Mstep: Class 20 contains 7002 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97636 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26553 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11729 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 155643 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2277 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 296Q: 48 clusters Score -1.540688e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112823 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72713 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168115 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81640 members 
Mstep: Class 19 contains 116555 members 
Mstep: Class 20 contains 7008 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97637 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26553 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11729 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30516 members 
Mstep: Class 36 contains 155642 members 
Mstep: Class 37 contains 8951 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068864.000000 Penalty: 108790.023438
Iteration 297Q: 48 clusters Score -1.540689e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112823 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15456 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72715 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81637 members 
Mstep: Class 19 contains 116554 members 
Mstep: Class 20 contains 7011 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26552 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11729 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30517 members 
Mstep: Class 36 contains 155641 members 
Mstep: Class 37 contains 8952 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068848.000000 Penalty: 108790.023438
Iteration 298Q: 48 clusters Score -1.540688e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112823 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32177 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15454 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72718 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168116 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81636 members 
Mstep: Class 19 contains 116554 members 
Mstep: Class 20 contains 7011 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11728 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30518 members 
Mstep: Class 36 contains 155642 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 299Q: 48 clusters Score -1.540688e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112824 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32176 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192193 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168117 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81636 members 
Mstep: Class 19 contains 116554 members 
Mstep: Class 20 contains 7011 members 
Mstep: Class 21 contains 38312 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30519 members 
Mstep: Class 36 contains 155642 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 300F: 48 clusters Score -1.540688e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112824 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192193 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81636 members 
Mstep: Class 19 contains 116555 members 
Mstep: Class 20 contains 7011 members 
Mstep: Class 21 contains 38313 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155640 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 301Q: 48 clusters Score -1.540688e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112824 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 192194 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81635 members 
Mstep: Class 19 contains 116555 members 
Mstep: Class 20 contains 7013 members 
Mstep: Class 21 contains 38312 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155640 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 302Q: 48 clusters Score -1.540688e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112824 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81635 members 
Mstep: Class 19 contains 116554 members 
Mstep: Class 20 contains 7014 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155640 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 303Q: 48 clusters Score -1.540688e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112824 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31794 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15444 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81635 members 
Mstep: Class 19 contains 116554 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37314 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155640 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 304Q: 48 clusters Score -1.540688e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112823 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116554 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155639 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 305Q: 48 clusters Score -1.540688e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112821 members 
Mstep: Class 4 contains 20433 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4639 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116556 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155641 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 306Q: 48 clusters Score -1.540688e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112821 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32175 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15441 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72719 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116556 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30521 members 
Mstep: Class 36 contains 155641 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 307Q: 48 clusters Score -1.540688e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112821 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32174 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72720 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116556 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155641 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9476 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068784.000000 Penalty: 108790.023438
Iteration 308Q: 48 clusters Score -1.540688e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72722 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116556 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155641 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9477 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 309Q: 48 clusters Score -1.540688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192197 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116556 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155639 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 310Q: 48 clusters Score -1.540688e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116557 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155639 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068816.000000 Penalty: 108790.023438
Iteration 311Q: 48 clusters Score -1.540688e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116558 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155638 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068736.000000 Penalty: 108790.023438
Iteration 312Q: 48 clusters Score -1.540687e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31793 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116559 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 313Q: 48 clusters Score -1.540688e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192197 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116560 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 314Q: 48 clusters Score -1.540688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192198 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72723 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168120 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116560 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97634 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54126 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068800.000000 Penalty: 108790.023438
Iteration 315Q: 48 clusters Score -1.540688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112819 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192197 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168119 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116560 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068752.000000 Penalty: 108790.023438
Iteration 316Q: 48 clusters Score -1.540688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112819 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192197 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 317Q: 48 clusters Score -1.540688e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192196 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116561 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 318Q: 48 clusters Score -1.540688e+08 nChanged 1
Entering ConstructFrom: 
Score: -154068768.000000 Penalty: 108790.023438
Entering ConstructFrom: 
Trying to split cluster 1 (10333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Entering Unmasked Estep 
Score: -1079977.125000 Penalty: 1502.003418
	Iteration 0F: 2 clusters Score -1079977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1072664.875000 Penalty: 3004.006836
	Iteration 0F: 3 clusters Score -1072665 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1075233.250000 Penalty: 3004.006836
	Iteration 1F: 3 clusters Score -1075233 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1075839.250000 Penalty: 3004.006836
	Iteration 2F: 3 clusters Score -1075839 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1076661.250000 Penalty: 3004.006836
	Iteration 3F: 3 clusters Score -1076661 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1077488.875000 Penalty: 3004.006836
	Iteration 4F: 3 clusters Score -1077489 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1078113.750000 Penalty: 3004.006836
	Iteration 5F: 3 clusters Score -1078114 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1078569.125000 Penalty: 3004.006836
	Iteration 6F: 3 clusters Score -1078569 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1078960.000000 Penalty: 3004.006836
	Iteration 7Q: 3 clusters Score -1078960 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1079259.875000 Penalty: 3004.006836
	Iteration 8Q: 3 clusters Score -1079260 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1079511.875000 Penalty: 3004.006836
	Iteration 9Q: 3 clusters Score -1079512 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1079701.875000 Penalty: 3004.006836
	Iteration 10Q: 3 clusters Score -1079702 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1079812.750000 Penalty: 3004.006836
	Iteration 11Q: 3 clusters Score -1079813 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1079886.875000 Penalty: 3004.006836
	Iteration 12Q: 3 clusters Score -1079887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1079929.250000 Penalty: 3004.006836
	Iteration 13Q: 3 clusters Score -1079929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1079962.000000 Penalty: 3004.006836
	Iteration 14Q: 3 clusters Score -1079962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1079980.125000 Penalty: 3004.006836
	Iteration 15Q: 3 clusters Score -1079980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1079997.625000 Penalty: 3004.006836
	Iteration 16Q: 3 clusters Score -1079998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1080012.750000 Penalty: 3004.006836
	Iteration 17Q: 3 clusters Score -1080013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1080027.250000 Penalty: 3004.006836
	Iteration 18Q: 3 clusters Score -1080027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1080041.625000 Penalty: 3004.006836
	Iteration 19Q: 3 clusters Score -1080042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1080048.000000 Penalty: 3004.006836
	Iteration 20F: 3 clusters Score -1080048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1080056.625000 Penalty: 3004.006836
	Iteration 21Q: 3 clusters Score -1080057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1080061.875000 Penalty: 3004.006836
	Iteration 22Q: 3 clusters Score -1080062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1080063.375000 Penalty: 3004.006836
	Iteration 23Q: 3 clusters Score -1080063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1080066.250000 Penalty: 3004.006836
	Iteration 24Q: 3 clusters Score -1080066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1080064.125000 Penalty: 3004.006836
	Iteration 25Q: 3 clusters Score -1080064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1080069.875000 Penalty: 3004.006836
	Iteration 26Q: 3 clusters Score -1080070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1080073.000000 Penalty: 3004.006836
	Iteration 27Q: 3 clusters Score -1080073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1080071.125000 Penalty: 3004.006836
	Iteration 28Q: 3 clusters Score -1080071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1080070.625000 Penalty: 3004.006836
	Iteration 29Q: 3 clusters Score -1080071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1080071.125000 Penalty: 3004.006836
	Iteration 30Q: 3 clusters Score -1080071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1080073.750000 Penalty: 3004.006836
	Iteration 31Q: 3 clusters Score -1080074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1080075.250000 Penalty: 3004.006836
	Iteration 32Q: 3 clusters Score -1080075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1080075.000000 Penalty: 3004.006836
	Iteration 33Q: 3 clusters Score -1080075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1080076.000000 Penalty: 3004.006836
	Iteration 34Q: 3 clusters Score -1080076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1080078.125000 Penalty: 3004.006836
	Iteration 35Q: 3 clusters Score -1080078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1080077.500000 Penalty: 3004.006836
	Iteration 36Q: 3 clusters Score -1080078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1080078.750000 Penalty: 3004.006836
	Iteration 37Q: 3 clusters Score -1080079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1080078.250000 Penalty: 3004.006836
	Iteration 38Q: 3 clusters Score -1080078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1080078.250000 Penalty: 3004.006836
	Iteration 39F: 3 clusters Score -1080078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 6211 members 
Entering Unmasked Estep 
Score: -154067808.000000 Penalty: 111104.703125
Splitting cluster 1 changes total score from -154068768.000000 to -154067808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (28958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Entering Unmasked Estep 
Score: -3002915.000000 Penalty: 1669.460205
	Iteration 0F: 2 clusters Score -3002915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2983505.250000 Penalty: 3338.920410
	Iteration 0F: 3 clusters Score -2983505 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2991022.750000 Penalty: 3338.920410
	Iteration 1F: 3 clusters Score -2991023 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2991556.250000 Penalty: 3338.920410
	Iteration 2Q: 3 clusters Score -2991556 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2992234.250000 Penalty: 3338.920410
	Iteration 3Q: 3 clusters Score -2992234 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2993065.250000 Penalty: 3338.920410
	Iteration 4F: 3 clusters Score -2993065 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2993976.500000 Penalty: 3338.920410
	Iteration 5F: 3 clusters Score -2993976 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2994973.250000 Penalty: 3338.920410
	Iteration 6F: 3 clusters Score -2994973 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2995959.750000 Penalty: 3338.920410
	Iteration 7F: 3 clusters Score -2995960 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2996791.500000 Penalty: 3338.920410
	Iteration 8F: 3 clusters Score -2996792 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2997360.000000 Penalty: 3338.920410
	Iteration 9Q: 3 clusters Score -2997360 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2997704.750000 Penalty: 3338.920410
	Iteration 10Q: 3 clusters Score -2997705 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2997901.750000 Penalty: 3338.920410
	Iteration 11Q: 3 clusters Score -2997902 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2998071.750000 Penalty: 3338.920410
	Iteration 12Q: 3 clusters Score -2998072 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2998215.000000 Penalty: 3338.920410
	Iteration 13Q: 3 clusters Score -2998215 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2998350.250000 Penalty: 3338.920410
	Iteration 14Q: 3 clusters Score -2998350 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2998475.750000 Penalty: 3338.920410
	Iteration 15Q: 3 clusters Score -2998476 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2998583.000000 Penalty: 3338.920410
	Iteration 16Q: 3 clusters Score -2998583 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2998701.250000 Penalty: 3338.920410
	Iteration 17Q: 3 clusters Score -2998701 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2998812.000000 Penalty: 3338.920410
	Iteration 18Q: 3 clusters Score -2998812 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2998904.000000 Penalty: 3338.920410
	Iteration 19Q: 3 clusters Score -2998904 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2998996.750000 Penalty: 3338.920410
	Iteration 20F: 3 clusters Score -2998997 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2999099.000000 Penalty: 3338.920410
	Iteration 21Q: 3 clusters Score -2999099 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2999192.750000 Penalty: 3338.920410
	Iteration 22Q: 3 clusters Score -2999193 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2999295.750000 Penalty: 3338.920410
	Iteration 23Q: 3 clusters Score -2999296 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2999410.250000 Penalty: 3338.920410
	Iteration 24Q: 3 clusters Score -2999410 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2999549.750000 Penalty: 3338.920410
	Iteration 25Q: 3 clusters Score -2999550 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2999724.000000 Penalty: 3338.920410
	Iteration 26Q: 3 clusters Score -2999724 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2999937.500000 Penalty: 3338.920410
	Iteration 27Q: 3 clusters Score -2999938 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3000127.500000 Penalty: 3338.920410
	Iteration 28Q: 3 clusters Score -3000128 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3000348.500000 Penalty: 3338.920410
	Iteration 29Q: 3 clusters Score -3000348 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3000553.750000 Penalty: 3338.920410
	Iteration 30Q: 3 clusters Score -3000554 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3000691.750000 Penalty: 3338.920410
	Iteration 31Q: 3 clusters Score -3000692 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3000794.000000 Penalty: 3338.920410
	Iteration 32Q: 3 clusters Score -3000794 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3000861.750000 Penalty: 3338.920410
	Iteration 33Q: 3 clusters Score -3000862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3000880.500000 Penalty: 3338.920410
	Iteration 34Q: 3 clusters Score -3000880 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3000913.500000 Penalty: 3338.920410
	Iteration 35Q: 3 clusters Score -3000914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3000934.250000 Penalty: 3338.920410
	Iteration 36Q: 3 clusters Score -3000934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3000958.000000 Penalty: 3338.920410
	Iteration 37Q: 3 clusters Score -3000958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3000980.750000 Penalty: 3338.920410
	Iteration 38Q: 3 clusters Score -3000981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3000985.000000 Penalty: 3338.920410
	Iteration 39Q: 3 clusters Score -3000985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3001010.250000 Penalty: 3338.920410
	Iteration 40F: 3 clusters Score -3001010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3001011.750000 Penalty: 3338.920410
	Iteration 41Q: 3 clusters Score -3001012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3001025.500000 Penalty: 3338.920410
	Iteration 42Q: 3 clusters Score -3001026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3001037.250000 Penalty: 3338.920410
	Iteration 43Q: 3 clusters Score -3001037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3001038.250000 Penalty: 3338.920410
	Iteration 44Q: 3 clusters Score -3001038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3001044.000000 Penalty: 3338.920410
	Iteration 45Q: 3 clusters Score -3001044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3001054.750000 Penalty: 3338.920410
	Iteration 46Q: 3 clusters Score -3001055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3001056.000000 Penalty: 3338.920410
	Iteration 47Q: 3 clusters Score -3001056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3001050.000000 Penalty: 3338.920410
	Iteration 48Q: 3 clusters Score -3001050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3001054.750000 Penalty: 3338.920410
	Iteration 49Q: 3 clusters Score -3001055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3001054.750000 Penalty: 3338.920410
	Iteration 50Q: 3 clusters Score -3001055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3001069.250000 Penalty: 3338.920410
	Iteration 51Q: 3 clusters Score -3001069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3001073.250000 Penalty: 3338.920410
	Iteration 52Q: 3 clusters Score -3001073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3001075.750000 Penalty: 3338.920410
	Iteration 53Q: 3 clusters Score -3001076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3001080.000000 Penalty: 3338.920410
	Iteration 54Q: 3 clusters Score -3001080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3001076.250000 Penalty: 3338.920410
	Iteration 55Q: 3 clusters Score -3001076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3001080.500000 Penalty: 3338.920410
	Iteration 56Q: 3 clusters Score -3001080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3001085.250000 Penalty: 3338.920410
	Iteration 57Q: 3 clusters Score -3001085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3001083.250000 Penalty: 3338.920410
	Iteration 58Q: 3 clusters Score -3001083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3001081.250000 Penalty: 3338.920410
	Iteration 59Q: 3 clusters Score -3001081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3001087.500000 Penalty: 3338.920410
	Iteration 60F: 3 clusters Score -3001088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3001089.250000 Penalty: 3338.920410
	Iteration 61Q: 3 clusters Score -3001089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3001089.750000 Penalty: 3338.920410
	Iteration 62Q: 3 clusters Score -3001090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3001090.500000 Penalty: 3338.920410
	Iteration 63Q: 3 clusters Score -3001090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3001083.500000 Penalty: 3338.920410
	Iteration 64Q: 3 clusters Score -3001084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3001079.500000 Penalty: 3338.920410
	Iteration 65Q: 3 clusters Score -3001080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3001080.250000 Penalty: 3338.920410
	Iteration 66Q: 3 clusters Score -3001080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3001077.000000 Penalty: 3338.920410
	Iteration 67Q: 3 clusters Score -3001077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3001078.250000 Penalty: 3338.920410
	Iteration 68Q: 3 clusters Score -3001078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3001083.750000 Penalty: 3338.920410
	Iteration 69Q: 3 clusters Score -3001084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3001088.750000 Penalty: 3338.920410
	Iteration 70Q: 3 clusters Score -3001089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3001083.000000 Penalty: 3338.920410
	Iteration 71Q: 3 clusters Score -3001083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3001085.500000 Penalty: 3338.920410
	Iteration 72Q: 3 clusters Score -3001086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3001083.000000 Penalty: 3338.920410
	Iteration 73Q: 3 clusters Score -3001083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3001088.000000 Penalty: 3338.920410
	Iteration 74Q: 3 clusters Score -3001088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3001089.250000 Penalty: 3338.920410
	Iteration 75Q: 3 clusters Score -3001089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3001088.750000 Penalty: 3338.920410
	Iteration 76Q: 3 clusters Score -3001089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3001089.000000 Penalty: 3338.920410
	Iteration 77Q: 3 clusters Score -3001089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3001088.500000 Penalty: 3338.920410
	Iteration 78Q: 3 clusters Score -3001088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3001090.250000 Penalty: 3338.920410
	Iteration 79Q: 3 clusters Score -3001090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3001092.250000 Penalty: 3338.920410
	Iteration 80F: 3 clusters Score -3001092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3001090.250000 Penalty: 3338.920410
	Iteration 81Q: 3 clusters Score -3001090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3001086.000000 Penalty: 3338.920410
	Iteration 82Q: 3 clusters Score -3001086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3001086.000000 Penalty: 3338.920410
	Iteration 83Q: 3 clusters Score -3001086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3001088.750000 Penalty: 3338.920410
	Iteration 84Q: 3 clusters Score -3001089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3001088.500000 Penalty: 3338.920410
	Iteration 85Q: 3 clusters Score -3001088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3001087.000000 Penalty: 3338.920410
	Iteration 86Q: 3 clusters Score -3001087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3001086.000000 Penalty: 3338.920410
	Iteration 87Q: 3 clusters Score -3001086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3001094.250000 Penalty: 3338.920410
	Iteration 88Q: 3 clusters Score -3001094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3001090.000000 Penalty: 3338.920410
	Iteration 89Q: 3 clusters Score -3001090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3001092.250000 Penalty: 3338.920410
	Iteration 90Q: 3 clusters Score -3001092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3001095.500000 Penalty: 3338.920410
	Iteration 91Q: 3 clusters Score -3001096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3001094.750000 Penalty: 3338.920410
	Iteration 92Q: 3 clusters Score -3001095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3001095.000000 Penalty: 3338.920410
	Iteration 93Q: 3 clusters Score -3001095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3001095.250000 Penalty: 3338.920410
	Iteration 94Q: 3 clusters Score -3001095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3001092.500000 Penalty: 3338.920410
	Iteration 95Q: 3 clusters Score -3001092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3001092.750000 Penalty: 3338.920410
	Iteration 96Q: 3 clusters Score -3001093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3001090.500000 Penalty: 3338.920410
	Iteration 97Q: 3 clusters Score -3001090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3001091.000000 Penalty: 3338.920410
	Iteration 98Q: 3 clusters Score -3001091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3001089.500000 Penalty: 3338.920410
	Iteration 99Q: 3 clusters Score -3001090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3001089.500000 Penalty: 3338.920410
	Iteration 100F: 3 clusters Score -3001090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Entering Unmasked Estep 
Score: -11815550.000000 Penalty: 1890.451660
	Iteration 0F: 2 clusters Score -1.181555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -11740507.000000 Penalty: 3780.903320
	Iteration 0F: 3 clusters Score -1.174051e+07 nChanged 54134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -11772560.000000 Penalty: 3780.903320
	Iteration 1F: 3 clusters Score -1.177256e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -11774112.000000 Penalty: 3780.903320
	Iteration 2Q: 3 clusters Score -1.177411e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -11776120.000000 Penalty: 3780.903320
	Iteration 3Q: 3 clusters Score -1.177612e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -11779042.000000 Penalty: 3780.903320
	Iteration 4F: 3 clusters Score -1.177904e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -11783662.000000 Penalty: 3780.903320
	Iteration 5F: 3 clusters Score -1.178366e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -11789665.000000 Penalty: 3780.903320
	Iteration 6F: 3 clusters Score -1.178966e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -11795721.000000 Penalty: 3780.903320
	Iteration 7F: 3 clusters Score -1.179572e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -11800541.000000 Penalty: 3780.903320
	Iteration 8F: 3 clusters Score -1.180054e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -11803348.000000 Penalty: 3780.903320
	Iteration 9Q: 3 clusters Score -1.180335e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -11805009.000000 Penalty: 3780.903320
	Iteration 10Q: 3 clusters Score -1.180501e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -11806066.000000 Penalty: 3780.903320
	Iteration 11Q: 3 clusters Score -1.180607e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -11806969.000000 Penalty: 3780.903320
	Iteration 12Q: 3 clusters Score -1.180697e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -11807691.000000 Penalty: 3780.903320
	Iteration 13Q: 3 clusters Score -1.180769e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -11808391.000000 Penalty: 3780.903320
	Iteration 14Q: 3 clusters Score -1.180839e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -11809076.000000 Penalty: 3780.903320
	Iteration 15Q: 3 clusters Score -1.180908e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -11809672.000000 Penalty: 3780.903320
	Iteration 16Q: 3 clusters Score -1.180967e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -11810350.000000 Penalty: 3780.903320
	Iteration 17Q: 3 clusters Score -1.181035e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -11810996.000000 Penalty: 3780.903320
	Iteration 18Q: 3 clusters Score -1.1811e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -11811657.000000 Penalty: 3780.903320
	Iteration 19Q: 3 clusters Score -1.181166e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -11812490.000000 Penalty: 3780.903320
	Iteration 20F: 3 clusters Score -1.181249e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -11813157.000000 Penalty: 3780.903320
	Iteration 21Q: 3 clusters Score -1.181316e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -11813801.000000 Penalty: 3780.903320
	Iteration 22Q: 3 clusters Score -1.18138e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -11814357.000000 Penalty: 3780.903320
	Iteration 23Q: 3 clusters Score -1.181436e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -11814703.000000 Penalty: 3780.903320
	Iteration 24Q: 3 clusters Score -1.18147e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -11814984.000000 Penalty: 3780.903320
	Iteration 25Q: 3 clusters Score -1.181498e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -11815202.000000 Penalty: 3780.903320
	Iteration 26Q: 3 clusters Score -1.18152e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -11815408.000000 Penalty: 3780.903320
	Iteration 27Q: 3 clusters Score -1.181541e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -11815600.000000 Penalty: 3780.903320
	Iteration 28Q: 3 clusters Score -1.18156e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -11815656.000000 Penalty: 3780.903320
	Iteration 29Q: 3 clusters Score -1.181566e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106946 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -11815733.000000 Penalty: 3780.903320
	Iteration 30Q: 3 clusters Score -1.181573e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -11815746.000000 Penalty: 3780.903320
	Iteration 31Q: 3 clusters Score -1.181575e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -11815719.000000 Penalty: 3780.903320
	Iteration 32Q: 3 clusters Score -1.181572e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -11815730.000000 Penalty: 3780.903320
	Iteration 33Q: 3 clusters Score -1.181573e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -11815777.000000 Penalty: 3780.903320
	Iteration 34Q: 3 clusters Score -1.181578e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -11815776.000000 Penalty: 3780.903320
	Iteration 35Q: 3 clusters Score -1.181578e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -11815817.000000 Penalty: 3780.903320
	Iteration 36Q: 3 clusters Score -1.181582e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107619 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -11815837.000000 Penalty: 3780.903320
	Iteration 37Q: 3 clusters Score -1.181584e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -11815860.000000 Penalty: 3780.903320
	Iteration 38Q: 3 clusters Score -1.181586e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -11815880.000000 Penalty: 3780.903320
	Iteration 39Q: 3 clusters Score -1.181588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -11815895.000000 Penalty: 3780.903320
	Iteration 40F: 3 clusters Score -1.18159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -11815876.000000 Penalty: 3780.903320
	Iteration 41Q: 3 clusters Score -1.181588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -11815880.000000 Penalty: 3780.903320
	Iteration 42Q: 3 clusters Score -1.181588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -11815883.000000 Penalty: 3780.903320
	Iteration 43Q: 3 clusters Score -1.181588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -11815851.000000 Penalty: 3780.903320
	Iteration 44Q: 3 clusters Score -1.181585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -11815851.000000 Penalty: 3780.903320
	Iteration 45Q: 3 clusters Score -1.181585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -11815837.000000 Penalty: 3780.903320
	Iteration 46Q: 3 clusters Score -1.181584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -11815849.000000 Penalty: 3780.903320
	Iteration 47Q: 3 clusters Score -1.181585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -11815864.000000 Penalty: 3780.903320
	Iteration 48Q: 3 clusters Score -1.181586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -11815860.000000 Penalty: 3780.903320
	Iteration 49Q: 3 clusters Score -1.181586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -11815878.000000 Penalty: 3780.903320
	Iteration 50Q: 3 clusters Score -1.181588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -11815878.000000 Penalty: 3780.903320
	Iteration 51Q: 3 clusters Score -1.181588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -11815882.000000 Penalty: 3780.903320
	Iteration 52Q: 3 clusters Score -1.181588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -11815893.000000 Penalty: 3780.903320
	Iteration 53Q: 3 clusters Score -1.181589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -11815891.000000 Penalty: 3780.903320
	Iteration 54Q: 3 clusters Score -1.181589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -11815884.000000 Penalty: 3780.903320
	Iteration 55Q: 3 clusters Score -1.181588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -11815880.000000 Penalty: 3780.903320
	Iteration 56Q: 3 clusters Score -1.181588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -11815883.000000 Penalty: 3780.903320
	Iteration 57Q: 3 clusters Score -1.181588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -11815878.000000 Penalty: 3780.903320
	Iteration 58Q: 3 clusters Score -1.181588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -11815878.000000 Penalty: 3780.903320
	Iteration 59F: 3 clusters Score -1.181588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 107893 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 4927 members 
Entering Unmasked Estep 
Score: -154068656.000000 Penalty: 111104.703125
Splitting cluster 3 changes total score from -154068768.000000 to -154068656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Entering Unmasked Estep 
Score: -2143614.500000 Penalty: 1612.789307
	Iteration 0F: 2 clusters Score -2143614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2129732.250000 Penalty: 3225.578613
	Iteration 0F: 3 clusters Score -2129732 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2134776.500000 Penalty: 3225.578613
	Iteration 1F: 3 clusters Score -2134776 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2135156.750000 Penalty: 3225.578613
	Iteration 2F: 3 clusters Score -2135157 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2135577.500000 Penalty: 3225.578613
	Iteration 3Q: 3 clusters Score -2135578 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2136131.250000 Penalty: 3225.578613
	Iteration 4F: 3 clusters Score -2136131 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2136916.250000 Penalty: 3225.578613
	Iteration 5F: 3 clusters Score -2136916 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2138009.750000 Penalty: 3225.578613
	Iteration 6F: 3 clusters Score -2138010 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2139165.750000 Penalty: 3225.578613
	Iteration 7F: 3 clusters Score -2139166 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2140270.500000 Penalty: 3225.578613
	Iteration 8F: 3 clusters Score -2140270 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2141097.750000 Penalty: 3225.578613
	Iteration 9Q: 3 clusters Score -2141098 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2141698.500000 Penalty: 3225.578613
	Iteration 10Q: 3 clusters Score -2141698 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2142068.250000 Penalty: 3225.578613
	Iteration 11Q: 3 clusters Score -2142068 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2142256.250000 Penalty: 3225.578613
	Iteration 12Q: 3 clusters Score -2142256 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2142345.750000 Penalty: 3225.578613
	Iteration 13Q: 3 clusters Score -2142346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2142416.000000 Penalty: 3225.578613
	Iteration 14Q: 3 clusters Score -2142416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2142463.250000 Penalty: 3225.578613
	Iteration 15Q: 3 clusters Score -2142463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2142503.750000 Penalty: 3225.578613
	Iteration 16Q: 3 clusters Score -2142504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2142538.000000 Penalty: 3225.578613
	Iteration 17Q: 3 clusters Score -2142538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2142556.500000 Penalty: 3225.578613
	Iteration 18Q: 3 clusters Score -2142556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2142564.750000 Penalty: 3225.578613
	Iteration 19Q: 3 clusters Score -2142565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2142570.000000 Penalty: 3225.578613
	Iteration 20F: 3 clusters Score -2142570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2142572.000000 Penalty: 3225.578613
	Iteration 21Q: 3 clusters Score -2142572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2142574.000000 Penalty: 3225.578613
	Iteration 22Q: 3 clusters Score -2142574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2142578.000000 Penalty: 3225.578613
	Iteration 23Q: 3 clusters Score -2142578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2142580.500000 Penalty: 3225.578613
	Iteration 24Q: 3 clusters Score -2142580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2142579.000000 Penalty: 3225.578613
	Iteration 25Q: 3 clusters Score -2142579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2142580.000000 Penalty: 3225.578613
	Iteration 26Q: 3 clusters Score -2142580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2142579.750000 Penalty: 3225.578613
	Iteration 27Q: 3 clusters Score -2142580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2142584.750000 Penalty: 3225.578613
	Iteration 28Q: 3 clusters Score -2142585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2142584.750000 Penalty: 3225.578613
	Iteration 29F: 3 clusters Score -2142585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Entering Unmasked Estep 
Score: -3228865.250000 Penalty: 1684.627563
	Iteration 0F: 2 clusters Score -3228865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3207600.500000 Penalty: 3369.255127
	Iteration 0F: 3 clusters Score -3207600 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3215804.500000 Penalty: 3369.255127
	Iteration 1F: 3 clusters Score -3215804 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3216323.500000 Penalty: 3369.255127
	Iteration 2Q: 3 clusters Score -3216324 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3216974.250000 Penalty: 3369.255127
	Iteration 3Q: 3 clusters Score -3216974 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3217889.750000 Penalty: 3369.255127
	Iteration 4F: 3 clusters Score -3217890 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3219122.250000 Penalty: 3369.255127
	Iteration 5F: 3 clusters Score -3219122 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3220717.250000 Penalty: 3369.255127
	Iteration 6F: 3 clusters Score -3220717 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3222387.500000 Penalty: 3369.255127
	Iteration 7F: 3 clusters Score -3222388 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3223819.000000 Penalty: 3369.255127
	Iteration 8F: 3 clusters Score -3223819 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3224851.500000 Penalty: 3369.255127
	Iteration 9Q: 3 clusters Score -3224852 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3225549.250000 Penalty: 3369.255127
	Iteration 10Q: 3 clusters Score -3225549 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3226092.000000 Penalty: 3369.255127
	Iteration 11Q: 3 clusters Score -3226092 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3226512.250000 Penalty: 3369.255127
	Iteration 12Q: 3 clusters Score -3226512 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3226894.500000 Penalty: 3369.255127
	Iteration 13Q: 3 clusters Score -3226894 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3227220.000000 Penalty: 3369.255127
	Iteration 14Q: 3 clusters Score -3227220 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3227453.000000 Penalty: 3369.255127
	Iteration 15Q: 3 clusters Score -3227453 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3227613.250000 Penalty: 3369.255127
	Iteration 16Q: 3 clusters Score -3227613 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3227735.750000 Penalty: 3369.255127
	Iteration 17Q: 3 clusters Score -3227736 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3227810.750000 Penalty: 3369.255127
	Iteration 18Q: 3 clusters Score -3227811 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3227853.750000 Penalty: 3369.255127
	Iteration 19Q: 3 clusters Score -3227854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3227886.250000 Penalty: 3369.255127
	Iteration 20F: 3 clusters Score -3227886 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3227921.500000 Penalty: 3369.255127
	Iteration 21Q: 3 clusters Score -3227922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3227954.500000 Penalty: 3369.255127
	Iteration 22Q: 3 clusters Score -3227954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3227989.000000 Penalty: 3369.255127
	Iteration 23Q: 3 clusters Score -3227989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3228016.500000 Penalty: 3369.255127
	Iteration 24Q: 3 clusters Score -3228016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3228038.750000 Penalty: 3369.255127
	Iteration 25Q: 3 clusters Score -3228039 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3228049.750000 Penalty: 3369.255127
	Iteration 26Q: 3 clusters Score -3228050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3228050.000000 Penalty: 3369.255127
	Iteration 27Q: 3 clusters Score -3228050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3228059.500000 Penalty: 3369.255127
	Iteration 28Q: 3 clusters Score -3228060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3228059.000000 Penalty: 3369.255127
	Iteration 29Q: 3 clusters Score -3228059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3228068.000000 Penalty: 3369.255127
	Iteration 30Q: 3 clusters Score -3228068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3228066.750000 Penalty: 3369.255127
	Iteration 31Q: 3 clusters Score -3228067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3228059.750000 Penalty: 3369.255127
	Iteration 32Q: 3 clusters Score -3228060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3228062.750000 Penalty: 3369.255127
	Iteration 33Q: 3 clusters Score -3228063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3228061.500000 Penalty: 3369.255127
	Iteration 34Q: 3 clusters Score -3228062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3228063.250000 Penalty: 3369.255127
	Iteration 35Q: 3 clusters Score -3228063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3228068.000000 Penalty: 3369.255127
	Iteration 36Q: 3 clusters Score -3228068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3228075.250000 Penalty: 3369.255127
	Iteration 37Q: 3 clusters Score -3228075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3228070.250000 Penalty: 3369.255127
	Iteration 38Q: 3 clusters Score -3228070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3228079.000000 Penalty: 3369.255127
	Iteration 39Q: 3 clusters Score -3228079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3228080.000000 Penalty: 3369.255127
	Iteration 40F: 3 clusters Score -3228080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3228074.000000 Penalty: 3369.255127
	Iteration 41Q: 3 clusters Score -3228074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3228082.000000 Penalty: 3369.255127
	Iteration 42Q: 3 clusters Score -3228082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3228080.500000 Penalty: 3369.255127
	Iteration 43Q: 3 clusters Score -3228080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3228084.750000 Penalty: 3369.255127
	Iteration 44Q: 3 clusters Score -3228085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3228084.250000 Penalty: 3369.255127
	Iteration 45Q: 3 clusters Score -3228084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3228091.750000 Penalty: 3369.255127
	Iteration 46Q: 3 clusters Score -3228092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3228096.250000 Penalty: 3369.255127
	Iteration 47Q: 3 clusters Score -3228096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3228086.500000 Penalty: 3369.255127
	Iteration 48Q: 3 clusters Score -3228086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3228091.000000 Penalty: 3369.255127
	Iteration 49Q: 3 clusters Score -3228091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3228094.250000 Penalty: 3369.255127
	Iteration 50Q: 3 clusters Score -3228094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3228103.500000 Penalty: 3369.255127
	Iteration 51Q: 3 clusters Score -3228104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3228110.250000 Penalty: 3369.255127
	Iteration 52Q: 3 clusters Score -3228110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3228115.000000 Penalty: 3369.255127
	Iteration 53Q: 3 clusters Score -3228115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3228112.000000 Penalty: 3369.255127
	Iteration 54Q: 3 clusters Score -3228112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3228116.750000 Penalty: 3369.255127
	Iteration 55Q: 3 clusters Score -3228117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3228119.750000 Penalty: 3369.255127
	Iteration 56Q: 3 clusters Score -3228120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3228123.500000 Penalty: 3369.255127
	Iteration 57Q: 3 clusters Score -3228124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3228120.250000 Penalty: 3369.255127
	Iteration 58Q: 3 clusters Score -3228120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3228123.250000 Penalty: 3369.255127
	Iteration 59Q: 3 clusters Score -3228123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3228133.000000 Penalty: 3369.255127
	Iteration 60F: 3 clusters Score -3228133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3228138.500000 Penalty: 3369.255127
	Iteration 61Q: 3 clusters Score -3228138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3228138.000000 Penalty: 3369.255127
	Iteration 62Q: 3 clusters Score -3228138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3228141.250000 Penalty: 3369.255127
	Iteration 63Q: 3 clusters Score -3228141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3228143.250000 Penalty: 3369.255127
	Iteration 64Q: 3 clusters Score -3228143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3228143.000000 Penalty: 3369.255127
	Iteration 65Q: 3 clusters Score -3228143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3228147.500000 Penalty: 3369.255127
	Iteration 66Q: 3 clusters Score -3228148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3228147.250000 Penalty: 3369.255127
	Iteration 67Q: 3 clusters Score -3228147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3228153.750000 Penalty: 3369.255127
	Iteration 68Q: 3 clusters Score -3228154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3228150.000000 Penalty: 3369.255127
	Iteration 69Q: 3 clusters Score -3228150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3228150.000000 Penalty: 3369.255127
	Iteration 70F: 3 clusters Score -3228150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Entering Unmasked Estep 
Score: -3061713.500000 Penalty: 1686.568359
	Iteration 0F: 2 clusters Score -3061714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3040101.500000 Penalty: 3373.136719
	Iteration 0F: 3 clusters Score -3040102 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3048811.250000 Penalty: 3373.136719
	Iteration 1F: 3 clusters Score -3048811 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3050055.500000 Penalty: 3373.136719
	Iteration 2F: 3 clusters Score -3050056 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3051406.250000 Penalty: 3373.136719
	Iteration 3F: 3 clusters Score -3051406 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3052897.500000 Penalty: 3373.136719
	Iteration 4F: 3 clusters Score -3052898 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3054171.250000 Penalty: 3373.136719
	Iteration 5F: 3 clusters Score -3054171 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3055167.000000 Penalty: 3373.136719
	Iteration 6F: 3 clusters Score -3055167 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3055828.500000 Penalty: 3373.136719
	Iteration 7Q: 3 clusters Score -3055828 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3056206.250000 Penalty: 3373.136719
	Iteration 8Q: 3 clusters Score -3056206 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3056452.750000 Penalty: 3373.136719
	Iteration 9Q: 3 clusters Score -3056453 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3056608.000000 Penalty: 3373.136719
	Iteration 10Q: 3 clusters Score -3056608 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3056713.750000 Penalty: 3373.136719
	Iteration 11Q: 3 clusters Score -3056714 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3056814.000000 Penalty: 3373.136719
	Iteration 12Q: 3 clusters Score -3056814 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3056879.500000 Penalty: 3373.136719
	Iteration 13Q: 3 clusters Score -3056880 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3056956.750000 Penalty: 3373.136719
	Iteration 14Q: 3 clusters Score -3056957 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3057025.000000 Penalty: 3373.136719
	Iteration 15Q: 3 clusters Score -3057025 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3057102.000000 Penalty: 3373.136719
	Iteration 16Q: 3 clusters Score -3057102 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3057174.000000 Penalty: 3373.136719
	Iteration 17Q: 3 clusters Score -3057174 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3057242.000000 Penalty: 3373.136719
	Iteration 18Q: 3 clusters Score -3057242 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3057350.750000 Penalty: 3373.136719
	Iteration 19Q: 3 clusters Score -3057351 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3057467.250000 Penalty: 3373.136719
	Iteration 20F: 3 clusters Score -3057467 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3057619.750000 Penalty: 3373.136719
	Iteration 21Q: 3 clusters Score -3057620 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3057792.750000 Penalty: 3373.136719
	Iteration 22Q: 3 clusters Score -3057793 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3057981.750000 Penalty: 3373.136719
	Iteration 23Q: 3 clusters Score -3057982 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3058152.000000 Penalty: 3373.136719
	Iteration 24Q: 3 clusters Score -3058152 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3058376.500000 Penalty: 3373.136719
	Iteration 25Q: 3 clusters Score -3058376 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3058640.750000 Penalty: 3373.136719
	Iteration 26Q: 3 clusters Score -3058641 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3058937.750000 Penalty: 3373.136719
	Iteration 27Q: 3 clusters Score -3058938 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3059195.500000 Penalty: 3373.136719
	Iteration 28Q: 3 clusters Score -3059196 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3059391.000000 Penalty: 3373.136719
	Iteration 29Q: 3 clusters Score -3059391 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3059580.750000 Penalty: 3373.136719
	Iteration 30Q: 3 clusters Score -3059581 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3059732.500000 Penalty: 3373.136719
	Iteration 31Q: 3 clusters Score -3059732 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3059876.250000 Penalty: 3373.136719
	Iteration 32Q: 3 clusters Score -3059876 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3059995.750000 Penalty: 3373.136719
	Iteration 33Q: 3 clusters Score -3059996 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3060115.750000 Penalty: 3373.136719
	Iteration 34Q: 3 clusters Score -3060116 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3060223.750000 Penalty: 3373.136719
	Iteration 35Q: 3 clusters Score -3060224 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3060302.000000 Penalty: 3373.136719
	Iteration 36Q: 3 clusters Score -3060302 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3060354.000000 Penalty: 3373.136719
	Iteration 37Q: 3 clusters Score -3060354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3060405.750000 Penalty: 3373.136719
	Iteration 38Q: 3 clusters Score -3060406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3060433.000000 Penalty: 3373.136719
	Iteration 39Q: 3 clusters Score -3060433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3060459.000000 Penalty: 3373.136719
	Iteration 40F: 3 clusters Score -3060459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3060485.000000 Penalty: 3373.136719
	Iteration 41Q: 3 clusters Score -3060485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3060505.250000 Penalty: 3373.136719
	Iteration 42Q: 3 clusters Score -3060505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3060521.250000 Penalty: 3373.136719
	Iteration 43Q: 3 clusters Score -3060521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3060531.500000 Penalty: 3373.136719
	Iteration 44Q: 3 clusters Score -3060532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3060537.250000 Penalty: 3373.136719
	Iteration 45Q: 3 clusters Score -3060537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3060539.250000 Penalty: 3373.136719
	Iteration 46Q: 3 clusters Score -3060539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3060541.500000 Penalty: 3373.136719
	Iteration 47Q: 3 clusters Score -3060542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3060543.500000 Penalty: 3373.136719
	Iteration 48Q: 3 clusters Score -3060544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3060554.250000 Penalty: 3373.136719
	Iteration 49Q: 3 clusters Score -3060554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3060552.000000 Penalty: 3373.136719
	Iteration 50Q: 3 clusters Score -3060552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3060563.000000 Penalty: 3373.136719
	Iteration 51Q: 3 clusters Score -3060563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3060562.250000 Penalty: 3373.136719
	Iteration 52Q: 3 clusters Score -3060562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3060565.750000 Penalty: 3373.136719
	Iteration 53Q: 3 clusters Score -3060566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3060570.000000 Penalty: 3373.136719
	Iteration 54Q: 3 clusters Score -3060570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3060567.750000 Penalty: 3373.136719
	Iteration 55Q: 3 clusters Score -3060568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3060567.500000 Penalty: 3373.136719
	Iteration 56Q: 3 clusters Score -3060568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3060567.500000 Penalty: 3373.136719
	Iteration 57Q: 3 clusters Score -3060568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3060571.500000 Penalty: 3373.136719
	Iteration 58Q: 3 clusters Score -3060572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3060567.000000 Penalty: 3373.136719
	Iteration 59Q: 3 clusters Score -3060567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3060569.500000 Penalty: 3373.136719
	Iteration 60F: 3 clusters Score -3060570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3060570.250000 Penalty: 3373.136719
	Iteration 61Q: 3 clusters Score -3060570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3060578.500000 Penalty: 3373.136719
	Iteration 62Q: 3 clusters Score -3060578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3060584.750000 Penalty: 3373.136719
	Iteration 63Q: 3 clusters Score -3060585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3060591.750000 Penalty: 3373.136719
	Iteration 64Q: 3 clusters Score -3060592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3060593.000000 Penalty: 3373.136719
	Iteration 65Q: 3 clusters Score -3060593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3060599.750000 Penalty: 3373.136719
	Iteration 66Q: 3 clusters Score -3060600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3060600.250000 Penalty: 3373.136719
	Iteration 67Q: 3 clusters Score -3060600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3060607.500000 Penalty: 3373.136719
	Iteration 68Q: 3 clusters Score -3060608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3060607.250000 Penalty: 3373.136719
	Iteration 69Q: 3 clusters Score -3060607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3060607.500000 Penalty: 3373.136719
	Iteration 70Q: 3 clusters Score -3060608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3060609.000000 Penalty: 3373.136719
	Iteration 71Q: 3 clusters Score -3060609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3060618.000000 Penalty: 3373.136719
	Iteration 72Q: 3 clusters Score -3060618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3060615.250000 Penalty: 3373.136719
	Iteration 73Q: 3 clusters Score -3060615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3060615.250000 Penalty: 3373.136719
	Iteration 74Q: 3 clusters Score -3060615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3060614.750000 Penalty: 3373.136719
	Iteration 75Q: 3 clusters Score -3060615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3060618.000000 Penalty: 3373.136719
	Iteration 76Q: 3 clusters Score -3060618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3060620.500000 Penalty: 3373.136719
	Iteration 77Q: 3 clusters Score -3060620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3060617.750000 Penalty: 3373.136719
	Iteration 78Q: 3 clusters Score -3060618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3060621.500000 Penalty: 3373.136719
	Iteration 79Q: 3 clusters Score -3060622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3060622.000000 Penalty: 3373.136719
	Iteration 80F: 3 clusters Score -3060622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3060624.250000 Penalty: 3373.136719
	Iteration 81Q: 3 clusters Score -3060624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3060622.750000 Penalty: 3373.136719
	Iteration 82Q: 3 clusters Score -3060623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3060625.250000 Penalty: 3373.136719
	Iteration 83Q: 3 clusters Score -3060625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3060621.750000 Penalty: 3373.136719
	Iteration 84Q: 3 clusters Score -3060622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3060624.000000 Penalty: 3373.136719
	Iteration 85Q: 3 clusters Score -3060624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3060632.000000 Penalty: 3373.136719
	Iteration 86Q: 3 clusters Score -3060632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3060629.250000 Penalty: 3373.136719
	Iteration 87Q: 3 clusters Score -3060629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3060630.500000 Penalty: 3373.136719
	Iteration 88Q: 3 clusters Score -3060630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3060627.250000 Penalty: 3373.136719
	Iteration 89Q: 3 clusters Score -3060627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3060635.750000 Penalty: 3373.136719
	Iteration 90Q: 3 clusters Score -3060636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3060638.000000 Penalty: 3373.136719
	Iteration 91Q: 3 clusters Score -3060638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3060639.750000 Penalty: 3373.136719
	Iteration 92Q: 3 clusters Score -3060640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3060642.000000 Penalty: 3373.136719
	Iteration 93Q: 3 clusters Score -3060642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3060644.250000 Penalty: 3373.136719
	Iteration 94Q: 3 clusters Score -3060644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3060643.750000 Penalty: 3373.136719
	Iteration 95Q: 3 clusters Score -3060644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3060642.500000 Penalty: 3373.136719
	Iteration 96Q: 3 clusters Score -3060642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3060643.500000 Penalty: 3373.136719
	Iteration 97Q: 3 clusters Score -3060644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3060642.250000 Penalty: 3373.136719
	Iteration 98Q: 3 clusters Score -3060642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3060643.500000 Penalty: 3373.136719
	Iteration 99Q: 3 clusters Score -3060644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3060642.750000 Penalty: 3373.136719
	Iteration 100F: 3 clusters Score -3060643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3060642.500000 Penalty: 3373.136719
	Iteration 101Q: 3 clusters Score -3060642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3060643.500000 Penalty: 3373.136719
	Iteration 102Q: 3 clusters Score -3060644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3060642.750000 Penalty: 3373.136719
	Iteration 103Q: 3 clusters Score -3060643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3060642.750000 Penalty: 3373.136719
	Iteration 104F: 3 clusters Score -3060643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Entering Unmasked Estep 
Score: -959420.625000 Penalty: 1485.236694
	Iteration 0F: 2 clusters Score -959420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -952760.750000 Penalty: 2970.473389
	Iteration 0F: 3 clusters Score -952760.8 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -954862.500000 Penalty: 2970.473389
	Iteration 1F: 3 clusters Score -954862.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -955111.062500 Penalty: 2970.473389
	Iteration 2F: 3 clusters Score -955111.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -955378.562500 Penalty: 2970.473389
	Iteration 3F: 3 clusters Score -955378.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -955678.250000 Penalty: 2970.473389
	Iteration 4F: 3 clusters Score -955678.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -955997.875000 Penalty: 2970.473389
	Iteration 5F: 3 clusters Score -955997.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -956323.687500 Penalty: 2970.473389
	Iteration 6F: 3 clusters Score -956323.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -956630.250000 Penalty: 2970.473389
	Iteration 7Q: 3 clusters Score -956630.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -956913.937500 Penalty: 2970.473389
	Iteration 8Q: 3 clusters Score -956913.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -957126.000000 Penalty: 2970.473389
	Iteration 9Q: 3 clusters Score -957126 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -957308.625000 Penalty: 2970.473389
	Iteration 10Q: 3 clusters Score -957308.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -957491.750000 Penalty: 2970.473389
	Iteration 11Q: 3 clusters Score -957491.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -957633.312500 Penalty: 2970.473389
	Iteration 12Q: 3 clusters Score -957633.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -957739.750000 Penalty: 2970.473389
	Iteration 13Q: 3 clusters Score -957739.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -957815.625000 Penalty: 2970.473389
	Iteration 14Q: 3 clusters Score -957815.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -957888.937500 Penalty: 2970.473389
	Iteration 15Q: 3 clusters Score -957888.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -957947.187500 Penalty: 2970.473389
	Iteration 16Q: 3 clusters Score -957947.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -957998.687500 Penalty: 2970.473389
	Iteration 17Q: 3 clusters Score -957998.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -958034.062500 Penalty: 2970.473389
	Iteration 18Q: 3 clusters Score -958034.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -958070.875000 Penalty: 2970.473389
	Iteration 19Q: 3 clusters Score -958070.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -958091.250000 Penalty: 2970.473389
	Iteration 20F: 3 clusters Score -958091.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -958105.437500 Penalty: 2970.473389
	Iteration 21Q: 3 clusters Score -958105.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -958118.812500 Penalty: 2970.473389
	Iteration 22Q: 3 clusters Score -958118.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -958123.500000 Penalty: 2970.473389
	Iteration 23Q: 3 clusters Score -958123.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -958128.250000 Penalty: 2970.473389
	Iteration 24Q: 3 clusters Score -958128.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -958132.875000 Penalty: 2970.473389
	Iteration 25Q: 3 clusters Score -958132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -958134.375000 Penalty: 2970.473389
	Iteration 26Q: 3 clusters Score -958134.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -958139.187500 Penalty: 2970.473389
	Iteration 27Q: 3 clusters Score -958139.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -958154.875000 Penalty: 2970.473389
	Iteration 28Q: 3 clusters Score -958154.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -958166.812500 Penalty: 2970.473389
	Iteration 29Q: 3 clusters Score -958166.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -958179.937500 Penalty: 2970.473389
	Iteration 30Q: 3 clusters Score -958179.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -958188.687500 Penalty: 2970.473389
	Iteration 31Q: 3 clusters Score -958188.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -958200.562500 Penalty: 2970.473389
	Iteration 32Q: 3 clusters Score -958200.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -958215.625000 Penalty: 2970.473389
	Iteration 33Q: 3 clusters Score -958215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -958220.937500 Penalty: 2970.473389
	Iteration 34Q: 3 clusters Score -958220.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -958226.500000 Penalty: 2970.473389
	Iteration 35Q: 3 clusters Score -958226.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -958230.875000 Penalty: 2970.473389
	Iteration 36Q: 3 clusters Score -958230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -958234.250000 Penalty: 2970.473389
	Iteration 37Q: 3 clusters Score -958234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -958235.312500 Penalty: 2970.473389
	Iteration 38Q: 3 clusters Score -958235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -958239.125000 Penalty: 2970.473389
	Iteration 39Q: 3 clusters Score -958239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -958243.750000 Penalty: 2970.473389
	Iteration 40F: 3 clusters Score -958243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -958244.562500 Penalty: 2970.473389
	Iteration 41Q: 3 clusters Score -958244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -958247.687500 Penalty: 2970.473389
	Iteration 42Q: 3 clusters Score -958247.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -958250.312500 Penalty: 2970.473389
	Iteration 43Q: 3 clusters Score -958250.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -958252.125000 Penalty: 2970.473389
	Iteration 44Q: 3 clusters Score -958252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -958256.187500 Penalty: 2970.473389
	Iteration 45Q: 3 clusters Score -958256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -958259.312500 Penalty: 2970.473389
	Iteration 46Q: 3 clusters Score -958259.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -958261.187500 Penalty: 2970.473389
	Iteration 47Q: 3 clusters Score -958261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -958261.750000 Penalty: 2970.473389
	Iteration 48Q: 3 clusters Score -958261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -958264.750000 Penalty: 2970.473389
	Iteration 49Q: 3 clusters Score -958264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -958265.625000 Penalty: 2970.473389
	Iteration 50Q: 3 clusters Score -958265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -958266.750000 Penalty: 2970.473389
	Iteration 51Q: 3 clusters Score -958266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -958267.375000 Penalty: 2970.473389
	Iteration 52Q: 3 clusters Score -958267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -958266.687500 Penalty: 2970.473389
	Iteration 53Q: 3 clusters Score -958266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -958266.625000 Penalty: 2970.473389
	Iteration 54Q: 3 clusters Score -958266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -958268.375000 Penalty: 2970.473389
	Iteration 55Q: 3 clusters Score -958268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -958269.875000 Penalty: 2970.473389
	Iteration 56Q: 3 clusters Score -958269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -958270.187500 Penalty: 2970.473389
	Iteration 57Q: 3 clusters Score -958270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -958270.312500 Penalty: 2970.473389
	Iteration 58Q: 3 clusters Score -958270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -958269.437500 Penalty: 2970.473389
	Iteration 59Q: 3 clusters Score -958269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -958271.625000 Penalty: 2970.473389
	Iteration 60F: 3 clusters Score -958271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -958272.062500 Penalty: 2970.473389
	Iteration 61Q: 3 clusters Score -958272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -958274.875000 Penalty: 2970.473389
	Iteration 62Q: 3 clusters Score -958274.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -958280.437500 Penalty: 2970.473389
	Iteration 63Q: 3 clusters Score -958280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -958281.875000 Penalty: 2970.473389
	Iteration 64Q: 3 clusters Score -958281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -958284.250000 Penalty: 2970.473389
	Iteration 65Q: 3 clusters Score -958284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -958283.875000 Penalty: 2970.473389
	Iteration 66Q: 3 clusters Score -958283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -958284.750000 Penalty: 2970.473389
	Iteration 67Q: 3 clusters Score -958284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -958286.000000 Penalty: 2970.473389
	Iteration 68Q: 3 clusters Score -958286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -958286.750000 Penalty: 2970.473389
	Iteration 69Q: 3 clusters Score -958286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -958287.187500 Penalty: 2970.473389
	Iteration 70Q: 3 clusters Score -958287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -958287.562500 Penalty: 2970.473389
	Iteration 71Q: 3 clusters Score -958287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -958287.625000 Penalty: 2970.473389
	Iteration 72Q: 3 clusters Score -958287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -958287.625000 Penalty: 2970.473389
	Iteration 73F: 3 clusters Score -958287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -462473.312500 Penalty: 1387.643677
	Iteration 0F: 2 clusters Score -462473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -458485.125000 Penalty: 2775.287354
	Iteration 0F: 3 clusters Score -458485.1 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -460185.406250 Penalty: 2775.287354
	Iteration 1F: 3 clusters Score -460185.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -460867.218750 Penalty: 2775.287354
	Iteration 2F: 3 clusters Score -460867.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -461393.031250 Penalty: 2775.287354
	Iteration 3F: 3 clusters Score -461393 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -461795.656250 Penalty: 2775.287354
	Iteration 4F: 3 clusters Score -461795.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -462057.062500 Penalty: 2775.287354
	Iteration 5F: 3 clusters Score -462057.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -462184.062500 Penalty: 2775.287354
	Iteration 6Q: 3 clusters Score -462184.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -462253.000000 Penalty: 2775.287354
	Iteration 7Q: 3 clusters Score -462253 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -462294.812500 Penalty: 2775.287354
	Iteration 8Q: 3 clusters Score -462294.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -462320.468750 Penalty: 2775.287354
	Iteration 9Q: 3 clusters Score -462320.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -462351.562500 Penalty: 2775.287354
	Iteration 10Q: 3 clusters Score -462351.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -462374.843750 Penalty: 2775.287354
	Iteration 11Q: 3 clusters Score -462374.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -462388.718750 Penalty: 2775.287354
	Iteration 12Q: 3 clusters Score -462388.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -462399.843750 Penalty: 2775.287354
	Iteration 13Q: 3 clusters Score -462399.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -462405.437500 Penalty: 2775.287354
	Iteration 14Q: 3 clusters Score -462405.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -462410.937500 Penalty: 2775.287354
	Iteration 15Q: 3 clusters Score -462410.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -462416.125000 Penalty: 2775.287354
	Iteration 16Q: 3 clusters Score -462416.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -462419.375000 Penalty: 2775.287354
	Iteration 17Q: 3 clusters Score -462419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -462421.031250 Penalty: 2775.287354
	Iteration 18Q: 3 clusters Score -462421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -462423.281250 Penalty: 2775.287354
	Iteration 19Q: 3 clusters Score -462423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -462425.500000 Penalty: 2775.287354
	Iteration 20F: 3 clusters Score -462425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -462425.312500 Penalty: 2775.287354
	Iteration 21Q: 3 clusters Score -462425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -462427.281250 Penalty: 2775.287354
	Iteration 22Q: 3 clusters Score -462427.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -462428.343750 Penalty: 2775.287354
	Iteration 23Q: 3 clusters Score -462428.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -462429.843750 Penalty: 2775.287354
	Iteration 24Q: 3 clusters Score -462429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -462431.593750 Penalty: 2775.287354
	Iteration 25Q: 3 clusters Score -462431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -462434.125000 Penalty: 2775.287354
	Iteration 26Q: 3 clusters Score -462434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -462434.718750 Penalty: 2775.287354
	Iteration 27Q: 3 clusters Score -462434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -462436.593750 Penalty: 2775.287354
	Iteration 28Q: 3 clusters Score -462436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -462438.000000 Penalty: 2775.287354
	Iteration 29Q: 3 clusters Score -462438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -462438.406250 Penalty: 2775.287354
	Iteration 30Q: 3 clusters Score -462438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -462438.625000 Penalty: 2775.287354
	Iteration 31Q: 3 clusters Score -462438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -462439.656250 Penalty: 2775.287354
	Iteration 32Q: 3 clusters Score -462439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -462440.343750 Penalty: 2775.287354
	Iteration 33Q: 3 clusters Score -462440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -462440.656250 Penalty: 2775.287354
	Iteration 34Q: 3 clusters Score -462440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -462440.312500 Penalty: 2775.287354
	Iteration 35Q: 3 clusters Score -462440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -462440.312500 Penalty: 2775.287354
	Iteration 36F: 3 clusters Score -462440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (192195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192195 members 
Entering Unmasked Estep 
Score: -20015116.000000 Penalty: 1977.018188
	Iteration 0F: 2 clusters Score -2.001512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96031 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -19893030.000000 Penalty: 3954.036377
	Iteration 0F: 3 clusters Score -1.989303e+07 nChanged 93256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
Score: -19950422.000000 Penalty: 3954.036377
	Iteration 1F: 3 clusters Score -1.995042e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 102038 members 
Entering Unmasked Estep 
Score: -19952370.000000 Penalty: 3954.036377
	Iteration 2Q: 3 clusters Score -1.995237e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -19955380.000000 Penalty: 3954.036377
	Iteration 3Q: 3 clusters Score -1.995538e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -19959332.000000 Penalty: 3954.036377
	Iteration 4Q: 3 clusters Score -1.995933e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -19964762.000000 Penalty: 3954.036377
	Iteration 5F: 3 clusters Score -1.996476e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 126141 members 
Entering Unmasked Estep 
Score: -19971734.000000 Penalty: 3954.036377
	Iteration 6F: 3 clusters Score -1.997173e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 135098 members 
Entering Unmasked Estep 
Score: -19979866.000000 Penalty: 3954.036377
	Iteration 7F: 3 clusters Score -1.997987e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -19988030.000000 Penalty: 3954.036377
	Iteration 8F: 3 clusters Score -1.998803e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 150871 members 
Entering Unmasked Estep 
Score: -19994164.000000 Penalty: 3954.036377
	Iteration 9Q: 3 clusters Score -1.999416e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 157694 members 
Entering Unmasked Estep 
Score: -19998064.000000 Penalty: 3954.036377
	Iteration 10Q: 3 clusters Score -1.999806e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 164167 members 
Entering Unmasked Estep 
Score: -20000278.000000 Penalty: 3954.036377
	Iteration 11Q: 3 clusters Score -2.000028e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -20002834.000000 Penalty: 3954.036377
	Iteration 12Q: 3 clusters Score -2.000283e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 176399 members 
Entering Unmasked Estep 
Score: -20005342.000000 Penalty: 3954.036377
	Iteration 13Q: 3 clusters Score -2.000534e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 181362 members 
Entering Unmasked Estep 
Score: -20007718.000000 Penalty: 3954.036377
	Iteration 14Q: 3 clusters Score -2.000772e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 185048 members 
Entering Unmasked Estep 
Score: -20009680.000000 Penalty: 3954.036377
	Iteration 15Q: 3 clusters Score -2.000968e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 187489 members 
Entering Unmasked Estep 
Score: -20011118.000000 Penalty: 3954.036377
	Iteration 16Q: 3 clusters Score -2.001112e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 188976 members 
Entering Unmasked Estep 
Score: -20012078.000000 Penalty: 3954.036377
	Iteration 17Q: 3 clusters Score -2.001208e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 189839 members 
Entering Unmasked Estep 
Score: -20012656.000000 Penalty: 3954.036377
	Iteration 18Q: 3 clusters Score -2.001266e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 190328 members 
Entering Unmasked Estep 
Score: -20012978.000000 Penalty: 3954.036377
	Iteration 19Q: 3 clusters Score -2.001298e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 190632 members 
Entering Unmasked Estep 
Score: -20013294.000000 Penalty: 3954.036377
	Iteration 20F: 3 clusters Score -2.001329e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 190819 members 
Entering Unmasked Estep 
Score: -20013358.000000 Penalty: 3954.036377
	Iteration 21Q: 3 clusters Score -2.001336e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 190943 members 
Entering Unmasked Estep 
Score: -20013472.000000 Penalty: 3954.036377
	Iteration 22Q: 3 clusters Score -2.001347e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 191032 members 
Entering Unmasked Estep 
Score: -20013608.000000 Penalty: 3954.036377
	Iteration 23Q: 3 clusters Score -2.001361e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 191089 members 
Entering Unmasked Estep 
Score: -20013628.000000 Penalty: 3954.036377
	Iteration 24Q: 3 clusters Score -2.001363e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -20013698.000000 Penalty: 3954.036377
	Iteration 25Q: 3 clusters Score -2.00137e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -20013758.000000 Penalty: 3954.036377
	Iteration 26Q: 3 clusters Score -2.001376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 191190 members 
Entering Unmasked Estep 
Score: -20013764.000000 Penalty: 3954.036377
	Iteration 27Q: 3 clusters Score -2.001376e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 191215 members 
Entering Unmasked Estep 
Score: -20013778.000000 Penalty: 3954.036377
	Iteration 28Q: 3 clusters Score -2.001378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 191230 members 
Entering Unmasked Estep 
Score: -20013776.000000 Penalty: 3954.036377
	Iteration 29Q: 3 clusters Score -2.001378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 191247 members 
Entering Unmasked Estep 
Score: -20013782.000000 Penalty: 3954.036377
	Iteration 30Q: 3 clusters Score -2.001378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 191259 members 
Entering Unmasked Estep 
Score: -20013794.000000 Penalty: 3954.036377
	Iteration 31Q: 3 clusters Score -2.001379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 191263 members 
Entering Unmasked Estep 
Score: -20013808.000000 Penalty: 3954.036377
	Iteration 32Q: 3 clusters Score -2.001381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -20013826.000000 Penalty: 3954.036377
	Iteration 33Q: 3 clusters Score -2.001383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 191274 members 
Entering Unmasked Estep 
Score: -20013828.000000 Penalty: 3954.036377
	Iteration 34Q: 3 clusters Score -2.001383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 191274 members 
Entering Unmasked Estep 
Score: -20013820.000000 Penalty: 3954.036377
	Iteration 35Q: 3 clusters Score -2.001382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 191275 members 
Entering Unmasked Estep 
Score: -20013818.000000 Penalty: 3954.036377
	Iteration 36Q: 3 clusters Score -2.001382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 191280 members 
Entering Unmasked Estep 
Score: -20013824.000000 Penalty: 3954.036377
	Iteration 37Q: 3 clusters Score -2.001382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 191284 members 
Entering Unmasked Estep 
Score: -20013822.000000 Penalty: 3954.036377
	Iteration 38Q: 3 clusters Score -2.001382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 191288 members 
Entering Unmasked Estep 
Score: -20013834.000000 Penalty: 3954.036377
	Iteration 39Q: 3 clusters Score -2.001383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 191290 members 
Entering Unmasked Estep 
Score: -20013834.000000 Penalty: 3954.036377
	Iteration 40F: 3 clusters Score -2.001383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -20013862.000000 Penalty: 3954.036377
	Iteration 41Q: 3 clusters Score -2.001386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -20013866.000000 Penalty: 3954.036377
	Iteration 42Q: 3 clusters Score -2.001387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -20013888.000000 Penalty: 3954.036377
	Iteration 43Q: 3 clusters Score -2.001389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 191283 members 
Entering Unmasked Estep 
Score: -20013888.000000 Penalty: 3954.036377
	Iteration 44Q: 3 clusters Score -2.001389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 191289 members 
Entering Unmasked Estep 
Score: -20013888.000000 Penalty: 3954.036377
	Iteration 45Q: 3 clusters Score -2.001389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 191292 members 
Entering Unmasked Estep 
Score: -20013904.000000 Penalty: 3954.036377
	Iteration 46Q: 3 clusters Score -2.00139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 191292 members 
Entering Unmasked Estep 
Score: -20013896.000000 Penalty: 3954.036377
	Iteration 47Q: 3 clusters Score -2.00139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 191297 members 
Entering Unmasked Estep 
Score: -20013902.000000 Penalty: 3954.036377
	Iteration 48Q: 3 clusters Score -2.00139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 191302 members 
Entering Unmasked Estep 
Score: -20013914.000000 Penalty: 3954.036377
	Iteration 49Q: 3 clusters Score -2.001391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 191312 members 
Entering Unmasked Estep 
Score: -20013914.000000 Penalty: 3954.036377
	Iteration 50Q: 3 clusters Score -2.001391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 191319 members 
Entering Unmasked Estep 
Score: -20013902.000000 Penalty: 3954.036377
	Iteration 51Q: 3 clusters Score -2.00139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 191323 members 
Entering Unmasked Estep 
Score: -20013908.000000 Penalty: 3954.036377
	Iteration 52Q: 3 clusters Score -2.001391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 191328 members 
Entering Unmasked Estep 
Score: -20013920.000000 Penalty: 3954.036377
	Iteration 53Q: 3 clusters Score -2.001392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 191335 members 
Entering Unmasked Estep 
Score: -20013924.000000 Penalty: 3954.036377
	Iteration 54Q: 3 clusters Score -2.001392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -20013926.000000 Penalty: 3954.036377
	Iteration 55Q: 3 clusters Score -2.001393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 191342 members 
Entering Unmasked Estep 
Score: -20013938.000000 Penalty: 3954.036377
	Iteration 56Q: 3 clusters Score -2.001394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 191347 members 
Entering Unmasked Estep 
Score: -20013938.000000 Penalty: 3954.036377
	Iteration 57Q: 3 clusters Score -2.001394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 191350 members 
Entering Unmasked Estep 
Score: -20013938.000000 Penalty: 3954.036377
	Iteration 58Q: 3 clusters Score -2.001394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 191351 members 
Entering Unmasked Estep 
Score: -20013946.000000 Penalty: 3954.036377
	Iteration 59Q: 3 clusters Score -2.001395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 191352 members 
Entering Unmasked Estep 
Score: -20013948.000000 Penalty: 3954.036377
	Iteration 60F: 3 clusters Score -2.001395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 191354 members 
Entering Unmasked Estep 
Score: -20013940.000000 Penalty: 3954.036377
	Iteration 61Q: 3 clusters Score -2.001394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 191359 members 
Entering Unmasked Estep 
Score: -20013950.000000 Penalty: 3954.036377
	Iteration 62Q: 3 clusters Score -2.001395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 191366 members 
Entering Unmasked Estep 
Score: -20013954.000000 Penalty: 3954.036377
	Iteration 63Q: 3 clusters Score -2.001395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 191377 members 
Entering Unmasked Estep 
Score: -20013956.000000 Penalty: 3954.036377
	Iteration 64Q: 3 clusters Score -2.001396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 191382 members 
Entering Unmasked Estep 
Score: -20013956.000000 Penalty: 3954.036377
	Iteration 65Q: 3 clusters Score -2.001396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 191385 members 
Entering Unmasked Estep 
Score: -20013966.000000 Penalty: 3954.036377
	Iteration 66Q: 3 clusters Score -2.001397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 191385 members 
Entering Unmasked Estep 
Score: -20013962.000000 Penalty: 3954.036377
	Iteration 67Q: 3 clusters Score -2.001396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 191391 members 
Entering Unmasked Estep 
Score: -20013964.000000 Penalty: 3954.036377
	Iteration 68Q: 3 clusters Score -2.001396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 191396 members 
Entering Unmasked Estep 
Score: -20013970.000000 Penalty: 3954.036377
	Iteration 69Q: 3 clusters Score -2.001397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 191399 members 
Entering Unmasked Estep 
Score: -20013976.000000 Penalty: 3954.036377
	Iteration 70Q: 3 clusters Score -2.001398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 191403 members 
Entering Unmasked Estep 
Score: -20013966.000000 Penalty: 3954.036377
	Iteration 71Q: 3 clusters Score -2.001397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 191408 members 
Entering Unmasked Estep 
Score: -20013968.000000 Penalty: 3954.036377
	Iteration 72Q: 3 clusters Score -2.001397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 191408 members 
Entering Unmasked Estep 
Score: -20013970.000000 Penalty: 3954.036377
	Iteration 73Q: 3 clusters Score -2.001397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 191411 members 
Entering Unmasked Estep 
Score: -20013982.000000 Penalty: 3954.036377
	Iteration 74Q: 3 clusters Score -2.001398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 191413 members 
Entering Unmasked Estep 
Score: -20013984.000000 Penalty: 3954.036377
	Iteration 75Q: 3 clusters Score -2.001398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 191415 members 
Entering Unmasked Estep 
Score: -20013990.000000 Penalty: 3954.036377
	Iteration 76Q: 3 clusters Score -2.001399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 191416 members 
Entering Unmasked Estep 
Score: -20013984.000000 Penalty: 3954.036377
	Iteration 77Q: 3 clusters Score -2.001398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 191416 members 
Entering Unmasked Estep 
Score: -20013984.000000 Penalty: 3954.036377
	Iteration 78F: 3 clusters Score -2.001398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Entering Unmasked Estep 
Score: -1542787.750000 Penalty: 1567.255981
	Iteration 0F: 2 clusters Score -1542788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1532226.375000 Penalty: 3134.511963
	Iteration 0F: 3 clusters Score -1532226 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1536291.625000 Penalty: 3134.511963
	Iteration 1F: 3 clusters Score -1536292 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1537058.750000 Penalty: 3134.511963
	Iteration 2F: 3 clusters Score -1537059 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1537787.375000 Penalty: 3134.511963
	Iteration 3F: 3 clusters Score -1537787 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1538379.000000 Penalty: 3134.511963
	Iteration 4F: 3 clusters Score -1538379 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1538876.625000 Penalty: 3134.511963
	Iteration 5F: 3 clusters Score -1538877 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1539367.500000 Penalty: 3134.511963
	Iteration 6F: 3 clusters Score -1539368 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1539805.625000 Penalty: 3134.511963
	Iteration 7Q: 3 clusters Score -1539806 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1540199.375000 Penalty: 3134.511963
	Iteration 8Q: 3 clusters Score -1540199 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1540506.125000 Penalty: 3134.511963
	Iteration 9Q: 3 clusters Score -1540506 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1540731.625000 Penalty: 3134.511963
	Iteration 10Q: 3 clusters Score -1540732 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1540885.500000 Penalty: 3134.511963
	Iteration 11Q: 3 clusters Score -1540886 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1541020.500000 Penalty: 3134.511963
	Iteration 12Q: 3 clusters Score -1541020 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1541117.625000 Penalty: 3134.511963
	Iteration 13Q: 3 clusters Score -1541118 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1541195.750000 Penalty: 3134.511963
	Iteration 14Q: 3 clusters Score -1541196 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1541257.000000 Penalty: 3134.511963
	Iteration 15Q: 3 clusters Score -1541257 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1541308.875000 Penalty: 3134.511963
	Iteration 16Q: 3 clusters Score -1541309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1541348.625000 Penalty: 3134.511963
	Iteration 17Q: 3 clusters Score -1541349 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1541382.375000 Penalty: 3134.511963
	Iteration 18Q: 3 clusters Score -1541382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1541413.125000 Penalty: 3134.511963
	Iteration 19Q: 3 clusters Score -1541413 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1541440.750000 Penalty: 3134.511963
	Iteration 20F: 3 clusters Score -1541441 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1541466.250000 Penalty: 3134.511963
	Iteration 21Q: 3 clusters Score -1541466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1541482.500000 Penalty: 3134.511963
	Iteration 22Q: 3 clusters Score -1541482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1541491.000000 Penalty: 3134.511963
	Iteration 23Q: 3 clusters Score -1541491 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1541506.625000 Penalty: 3134.511963
	Iteration 24Q: 3 clusters Score -1541507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1541522.000000 Penalty: 3134.511963
	Iteration 25Q: 3 clusters Score -1541522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1541531.250000 Penalty: 3134.511963
	Iteration 26Q: 3 clusters Score -1541531 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1541538.625000 Penalty: 3134.511963
	Iteration 27Q: 3 clusters Score -1541539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1541548.875000 Penalty: 3134.511963
	Iteration 28Q: 3 clusters Score -1541549 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1541561.250000 Penalty: 3134.511963
	Iteration 29Q: 3 clusters Score -1541561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1541564.625000 Penalty: 3134.511963
	Iteration 30Q: 3 clusters Score -1541565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1541572.250000 Penalty: 3134.511963
	Iteration 31Q: 3 clusters Score -1541572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1541584.125000 Penalty: 3134.511963
	Iteration 32Q: 3 clusters Score -1541584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1541598.500000 Penalty: 3134.511963
	Iteration 33Q: 3 clusters Score -1541598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1541602.375000 Penalty: 3134.511963
	Iteration 34Q: 3 clusters Score -1541602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1541614.000000 Penalty: 3134.511963
	Iteration 35Q: 3 clusters Score -1541614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1541623.000000 Penalty: 3134.511963
	Iteration 36Q: 3 clusters Score -1541623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1541640.750000 Penalty: 3134.511963
	Iteration 37Q: 3 clusters Score -1541641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1541649.000000 Penalty: 3134.511963
	Iteration 38Q: 3 clusters Score -1541649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1541655.250000 Penalty: 3134.511963
	Iteration 39Q: 3 clusters Score -1541655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1541674.750000 Penalty: 3134.511963
	Iteration 40F: 3 clusters Score -1541675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1541687.500000 Penalty: 3134.511963
	Iteration 41Q: 3 clusters Score -1541688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1541698.500000 Penalty: 3134.511963
	Iteration 42Q: 3 clusters Score -1541698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1541707.750000 Penalty: 3134.511963
	Iteration 43Q: 3 clusters Score -1541708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1541722.250000 Penalty: 3134.511963
	Iteration 44Q: 3 clusters Score -1541722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1541729.875000 Penalty: 3134.511963
	Iteration 45Q: 3 clusters Score -1541730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1541743.875000 Penalty: 3134.511963
	Iteration 46Q: 3 clusters Score -1541744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1541759.875000 Penalty: 3134.511963
	Iteration 47Q: 3 clusters Score -1541760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1541777.375000 Penalty: 3134.511963
	Iteration 48Q: 3 clusters Score -1541777 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1541794.750000 Penalty: 3134.511963
	Iteration 49Q: 3 clusters Score -1541795 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1541826.875000 Penalty: 3134.511963
	Iteration 50Q: 3 clusters Score -1541827 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1541845.875000 Penalty: 3134.511963
	Iteration 51Q: 3 clusters Score -1541846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1541870.250000 Penalty: 3134.511963
	Iteration 52Q: 3 clusters Score -1541870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1541895.750000 Penalty: 3134.511963
	Iteration 53Q: 3 clusters Score -1541896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1541915.500000 Penalty: 3134.511963
	Iteration 54Q: 3 clusters Score -1541916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1541939.500000 Penalty: 3134.511963
	Iteration 55Q: 3 clusters Score -1541940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1541960.375000 Penalty: 3134.511963
	Iteration 56Q: 3 clusters Score -1541960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1541981.875000 Penalty: 3134.511963
	Iteration 57Q: 3 clusters Score -1541982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1542016.500000 Penalty: 3134.511963
	Iteration 58Q: 3 clusters Score -1542016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1542044.750000 Penalty: 3134.511963
	Iteration 59Q: 3 clusters Score -1542045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1542065.000000 Penalty: 3134.511963
	Iteration 60F: 3 clusters Score -1542065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1542086.750000 Penalty: 3134.511963
	Iteration 61Q: 3 clusters Score -1542087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1542122.875000 Penalty: 3134.511963
	Iteration 62Q: 3 clusters Score -1542123 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1542161.000000 Penalty: 3134.511963
	Iteration 63Q: 3 clusters Score -1542161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1542214.500000 Penalty: 3134.511963
	Iteration 64Q: 3 clusters Score -1542214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1542271.875000 Penalty: 3134.511963
	Iteration 65Q: 3 clusters Score -1542272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1542329.625000 Penalty: 3134.511963
	Iteration 66Q: 3 clusters Score -1542330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1542381.375000 Penalty: 3134.511963
	Iteration 67Q: 3 clusters Score -1542381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1542403.125000 Penalty: 3134.511963
	Iteration 68Q: 3 clusters Score -1542403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1542420.625000 Penalty: 3134.511963
	Iteration 69Q: 3 clusters Score -1542421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1542433.875000 Penalty: 3134.511963
	Iteration 70Q: 3 clusters Score -1542434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1542441.750000 Penalty: 3134.511963
	Iteration 71Q: 3 clusters Score -1542442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1542447.000000 Penalty: 3134.511963
	Iteration 72Q: 3 clusters Score -1542447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1542448.375000 Penalty: 3134.511963
	Iteration 73Q: 3 clusters Score -1542448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1542447.625000 Penalty: 3134.511963
	Iteration 74Q: 3 clusters Score -1542448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1542453.125000 Penalty: 3134.511963
	Iteration 75Q: 3 clusters Score -1542453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1542454.625000 Penalty: 3134.511963
	Iteration 76Q: 3 clusters Score -1542455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1542456.375000 Penalty: 3134.511963
	Iteration 77Q: 3 clusters Score -1542456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1542456.875000 Penalty: 3134.511963
	Iteration 78Q: 3 clusters Score -1542457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1542457.625000 Penalty: 3134.511963
	Iteration 79Q: 3 clusters Score -1542458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1542458.125000 Penalty: 3134.511963
	Iteration 80F: 3 clusters Score -1542458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1542456.375000 Penalty: 3134.511963
	Iteration 81Q: 3 clusters Score -1542456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1542461.750000 Penalty: 3134.511963
	Iteration 82Q: 3 clusters Score -1542462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1542460.625000 Penalty: 3134.511963
	Iteration 83Q: 3 clusters Score -1542461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1542457.875000 Penalty: 3134.511963
	Iteration 84Q: 3 clusters Score -1542458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1542457.875000 Penalty: 3134.511963
	Iteration 85F: 3 clusters Score -1542458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -1149422.750000 Penalty: 1516.899902
	Iteration 0F: 2 clusters Score -1149423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1141304.125000 Penalty: 3033.799805
	Iteration 0F: 3 clusters Score -1141304 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1144249.125000 Penalty: 3033.799805
	Iteration 1F: 3 clusters Score -1144249 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1144746.750000 Penalty: 3033.799805
	Iteration 2F: 3 clusters Score -1144747 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1145215.875000 Penalty: 3033.799805
	Iteration 3F: 3 clusters Score -1145216 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1145724.750000 Penalty: 3033.799805
	Iteration 4F: 3 clusters Score -1145725 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1146195.875000 Penalty: 3033.799805
	Iteration 5F: 3 clusters Score -1146196 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1146645.750000 Penalty: 3033.799805
	Iteration 6F: 3 clusters Score -1146646 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1147023.125000 Penalty: 3033.799805
	Iteration 7F: 3 clusters Score -1147023 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1147282.000000 Penalty: 3033.799805
	Iteration 8Q: 3 clusters Score -1147282 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1147449.625000 Penalty: 3033.799805
	Iteration 9Q: 3 clusters Score -1147450 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1147571.000000 Penalty: 3033.799805
	Iteration 10Q: 3 clusters Score -1147571 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1147650.000000 Penalty: 3033.799805
	Iteration 11Q: 3 clusters Score -1147650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1147711.125000 Penalty: 3033.799805
	Iteration 12Q: 3 clusters Score -1147711 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1147757.500000 Penalty: 3033.799805
	Iteration 13Q: 3 clusters Score -1147758 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1147803.625000 Penalty: 3033.799805
	Iteration 14Q: 3 clusters Score -1147804 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1147842.125000 Penalty: 3033.799805
	Iteration 15Q: 3 clusters Score -1147842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1147883.000000 Penalty: 3033.799805
	Iteration 16Q: 3 clusters Score -1147883 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1147926.500000 Penalty: 3033.799805
	Iteration 17Q: 3 clusters Score -1147926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1147963.375000 Penalty: 3033.799805
	Iteration 18Q: 3 clusters Score -1147963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1147985.750000 Penalty: 3033.799805
	Iteration 19Q: 3 clusters Score -1147986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1148012.500000 Penalty: 3033.799805
	Iteration 20F: 3 clusters Score -1148012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1148048.875000 Penalty: 3033.799805
	Iteration 21Q: 3 clusters Score -1148049 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1148082.750000 Penalty: 3033.799805
	Iteration 22Q: 3 clusters Score -1148083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1148126.000000 Penalty: 3033.799805
	Iteration 23Q: 3 clusters Score -1148126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1148168.500000 Penalty: 3033.799805
	Iteration 24Q: 3 clusters Score -1148168 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1148216.375000 Penalty: 3033.799805
	Iteration 25Q: 3 clusters Score -1148216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1148270.000000 Penalty: 3033.799805
	Iteration 26Q: 3 clusters Score -1148270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1148313.500000 Penalty: 3033.799805
	Iteration 27Q: 3 clusters Score -1148314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1148347.000000 Penalty: 3033.799805
	Iteration 28Q: 3 clusters Score -1148347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1148373.250000 Penalty: 3033.799805
	Iteration 29Q: 3 clusters Score -1148373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1148389.625000 Penalty: 3033.799805
	Iteration 30Q: 3 clusters Score -1148390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1148405.500000 Penalty: 3033.799805
	Iteration 31Q: 3 clusters Score -1148406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1148416.125000 Penalty: 3033.799805
	Iteration 32Q: 3 clusters Score -1148416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1148433.750000 Penalty: 3033.799805
	Iteration 33Q: 3 clusters Score -1148434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1148436.875000 Penalty: 3033.799805
	Iteration 34Q: 3 clusters Score -1148437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1148441.375000 Penalty: 3033.799805
	Iteration 35Q: 3 clusters Score -1148441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1148446.375000 Penalty: 3033.799805
	Iteration 36Q: 3 clusters Score -1148446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1148452.125000 Penalty: 3033.799805
	Iteration 37Q: 3 clusters Score -1148452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1148460.500000 Penalty: 3033.799805
	Iteration 38Q: 3 clusters Score -1148460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1148471.875000 Penalty: 3033.799805
	Iteration 39Q: 3 clusters Score -1148472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1148477.625000 Penalty: 3033.799805
	Iteration 40F: 3 clusters Score -1148478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1148478.750000 Penalty: 3033.799805
	Iteration 41Q: 3 clusters Score -1148479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1148484.125000 Penalty: 3033.799805
	Iteration 42Q: 3 clusters Score -1148484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1148485.750000 Penalty: 3033.799805
	Iteration 43Q: 3 clusters Score -1148486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1148489.625000 Penalty: 3033.799805
	Iteration 44Q: 3 clusters Score -1148490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1148493.125000 Penalty: 3033.799805
	Iteration 45Q: 3 clusters Score -1148493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1148495.125000 Penalty: 3033.799805
	Iteration 46Q: 3 clusters Score -1148495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1148495.000000 Penalty: 3033.799805
	Iteration 47Q: 3 clusters Score -1148495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1148495.625000 Penalty: 3033.799805
	Iteration 48Q: 3 clusters Score -1148496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1148496.000000 Penalty: 3033.799805
	Iteration 49Q: 3 clusters Score -1148496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1148498.500000 Penalty: 3033.799805
	Iteration 50Q: 3 clusters Score -1148498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1148501.625000 Penalty: 3033.799805
	Iteration 51Q: 3 clusters Score -1148502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1148501.500000 Penalty: 3033.799805
	Iteration 52Q: 3 clusters Score -1148502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1148501.625000 Penalty: 3033.799805
	Iteration 53Q: 3 clusters Score -1148502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1148502.625000 Penalty: 3033.799805
	Iteration 54Q: 3 clusters Score -1148503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1148502.625000 Penalty: 3033.799805
	Iteration 55F: 3 clusters Score -1148503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Entering Unmasked Estep 
Score: -7618266.500000 Penalty: 1819.094360
	Iteration 0F: 2 clusters Score -7618266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -7569893.500000 Penalty: 3638.188721
	Iteration 0F: 3 clusters Score -7569894 nChanged 34194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -7590131.500000 Penalty: 3638.188721
	Iteration 1F: 3 clusters Score -7590132 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -7591547.000000 Penalty: 3638.188721
	Iteration 2Q: 3 clusters Score -7591547 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7593508.000000 Penalty: 3638.188721
	Iteration 3F: 3 clusters Score -7593508 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -7596403.500000 Penalty: 3638.188721
	Iteration 4F: 3 clusters Score -7596404 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -7600601.500000 Penalty: 3638.188721
	Iteration 5F: 3 clusters Score -7600602 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -7605667.500000 Penalty: 3638.188721
	Iteration 6F: 3 clusters Score -7605668 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7610251.500000 Penalty: 3638.188721
	Iteration 7F: 3 clusters Score -7610252 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -7613330.500000 Penalty: 3638.188721
	Iteration 8Q: 3 clusters Score -7613330 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3638.188721
	Iteration 9Q: 3 clusters Score -7615026 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7615935.000000 Penalty: 3638.188721
	Iteration 10Q: 3 clusters Score -7615935 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7616395.000000 Penalty: 3638.188721
	Iteration 11Q: 3 clusters Score -7616395 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7616586.000000 Penalty: 3638.188721
	Iteration 12Q: 3 clusters Score -7616586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7616731.000000 Penalty: 3638.188721
	Iteration 13Q: 3 clusters Score -7616731 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7616804.000000 Penalty: 3638.188721
	Iteration 14Q: 3 clusters Score -7616804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7616843.500000 Penalty: 3638.188721
	Iteration 15Q: 3 clusters Score -7616844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7616863.000000 Penalty: 3638.188721
	Iteration 16Q: 3 clusters Score -7616863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7616876.000000 Penalty: 3638.188721
	Iteration 17Q: 3 clusters Score -7616876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7616886.000000 Penalty: 3638.188721
	Iteration 18Q: 3 clusters Score -7616886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7616885.000000 Penalty: 3638.188721
	Iteration 19Q: 3 clusters Score -7616885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7616892.500000 Penalty: 3638.188721
	Iteration 20F: 3 clusters Score -7616892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7616895.500000 Penalty: 3638.188721
	Iteration 21Q: 3 clusters Score -7616896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7616896.000000 Penalty: 3638.188721
	Iteration 22Q: 3 clusters Score -7616896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7616907.000000 Penalty: 3638.188721
	Iteration 23Q: 3 clusters Score -7616907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7616911.000000 Penalty: 3638.188721
	Iteration 24Q: 3 clusters Score -7616911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7616915.500000 Penalty: 3638.188721
	Iteration 25Q: 3 clusters Score -7616916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7616911.500000 Penalty: 3638.188721
	Iteration 26Q: 3 clusters Score -7616912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7616914.000000 Penalty: 3638.188721
	Iteration 27Q: 3 clusters Score -7616914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7616914.000000 Penalty: 3638.188721
	Iteration 28Q: 3 clusters Score -7616914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7616910.000000 Penalty: 3638.188721
	Iteration 29Q: 3 clusters Score -7616910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7616919.000000 Penalty: 3638.188721
	Iteration 30Q: 3 clusters Score -7616919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7616918.000000 Penalty: 3638.188721
	Iteration 31Q: 3 clusters Score -7616918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7616920.500000 Penalty: 3638.188721
	Iteration 32Q: 3 clusters Score -7616920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7616924.000000 Penalty: 3638.188721
	Iteration 33Q: 3 clusters Score -7616924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7616924.000000 Penalty: 3638.188721
	Iteration 34Q: 3 clusters Score -7616924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7616924.000000 Penalty: 3638.188721
	Iteration 35F: 3 clusters Score -7616924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -159998.093750 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -159998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -158037.671875 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -158037.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -158870.109375 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -158870.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -159392.171875 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -159392.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -159706.421875 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -159706.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -159909.968750 Penalty: 2454.306396
	Iteration 4F: 3 clusters Score -159910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -160002.515625 Penalty: 2454.306396
	Iteration 5Q: 3 clusters Score -160002.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -160046.734375 Penalty: 2454.306396
	Iteration 6Q: 3 clusters Score -160046.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -160063.125000 Penalty: 2454.306396
	Iteration 7Q: 3 clusters Score -160063.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -160073.031250 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -160073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -160083.906250 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -160083.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160094.890625 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -160094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -160102.812500 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -160102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -160109.546875 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -160109.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160117.375000 Penalty: 2454.306396
	Iteration 13Q: 3 clusters Score -160117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -160120.546875 Penalty: 2454.306396
	Iteration 14Q: 3 clusters Score -160120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160120.890625 Penalty: 2454.306396
	Iteration 15Q: 3 clusters Score -160120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -160121.125000 Penalty: 2454.306396
	Iteration 16Q: 3 clusters Score -160121.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -160121.125000 Penalty: 2454.306396
	Iteration 17F: 3 clusters Score -160121.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 1031 members 
Entering Unmasked Estep 
Score: -154067872.000000 Penalty: 111104.703125
Splitting cluster 13 changes total score from -154068768.000000 to -154067872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -593602.000000 Penalty: 1412.774902
	Iteration 0F: 2 clusters Score -593602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -589039.062500 Penalty: 2825.549805
	Iteration 0F: 3 clusters Score -589039.1 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -590381.812500 Penalty: 2825.549805
	Iteration 1F: 3 clusters Score -590381.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -590658.750000 Penalty: 2825.549805
	Iteration 2F: 3 clusters Score -590658.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -590881.375000 Penalty: 2825.549805
	Iteration 3F: 3 clusters Score -590881.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -591101.687500 Penalty: 2825.549805
	Iteration 4F: 3 clusters Score -591101.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -591369.062500 Penalty: 2825.549805
	Iteration 5F: 3 clusters Score -591369.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -591660.250000 Penalty: 2825.549805
	Iteration 6F: 3 clusters Score -591660.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -591902.000000 Penalty: 2825.549805
	Iteration 7F: 3 clusters Score -591902 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -592127.187500 Penalty: 2825.549805
	Iteration 8Q: 3 clusters Score -592127.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -592276.750000 Penalty: 2825.549805
	Iteration 9Q: 3 clusters Score -592276.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -592368.562500 Penalty: 2825.549805
	Iteration 10Q: 3 clusters Score -592368.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -592443.875000 Penalty: 2825.549805
	Iteration 11Q: 3 clusters Score -592443.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -592499.687500 Penalty: 2825.549805
	Iteration 12Q: 3 clusters Score -592499.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -592547.937500 Penalty: 2825.549805
	Iteration 13Q: 3 clusters Score -592547.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -592575.437500 Penalty: 2825.549805
	Iteration 14Q: 3 clusters Score -592575.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -592603.937500 Penalty: 2825.549805
	Iteration 15Q: 3 clusters Score -592603.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -592623.875000 Penalty: 2825.549805
	Iteration 16Q: 3 clusters Score -592623.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -592635.937500 Penalty: 2825.549805
	Iteration 17Q: 3 clusters Score -592635.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -592651.500000 Penalty: 2825.549805
	Iteration 18Q: 3 clusters Score -592651.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -592658.250000 Penalty: 2825.549805
	Iteration 19Q: 3 clusters Score -592658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -592663.187500 Penalty: 2825.549805
	Iteration 20F: 3 clusters Score -592663.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -592668.000000 Penalty: 2825.549805
	Iteration 21Q: 3 clusters Score -592668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -592672.812500 Penalty: 2825.549805
	Iteration 22Q: 3 clusters Score -592672.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -592676.125000 Penalty: 2825.549805
	Iteration 23Q: 3 clusters Score -592676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -592676.687500 Penalty: 2825.549805
	Iteration 24Q: 3 clusters Score -592676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -592679.125000 Penalty: 2825.549805
	Iteration 25Q: 3 clusters Score -592679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -592680.812500 Penalty: 2825.549805
	Iteration 26Q: 3 clusters Score -592680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -592680.875000 Penalty: 2825.549805
	Iteration 27Q: 3 clusters Score -592680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -592681.062500 Penalty: 2825.549805
	Iteration 28Q: 3 clusters Score -592681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -592681.500000 Penalty: 2825.549805
	Iteration 29Q: 3 clusters Score -592681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -592682.875000 Penalty: 2825.549805
	Iteration 30Q: 3 clusters Score -592682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -592682.125000 Penalty: 2825.549805
	Iteration 31Q: 3 clusters Score -592682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -592683.250000 Penalty: 2825.549805
	Iteration 32Q: 3 clusters Score -592683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -592683.812500 Penalty: 2825.549805
	Iteration 33Q: 3 clusters Score -592683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -592683.812500 Penalty: 2825.549805
	Iteration 34F: 3 clusters Score -592683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Entering Unmasked Estep 
Score: -17653672.000000 Penalty: 1955.268433
	Iteration 0F: 2 clusters Score -1.765367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -17555940.000000 Penalty: 3910.536865
	Iteration 0F: 3 clusters Score -1.755594e+07 nChanged 81030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -17604648.000000 Penalty: 3910.536865
	Iteration 1F: 3 clusters Score -1.760465e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -17607326.000000 Penalty: 3910.536865
	Iteration 2Q: 3 clusters Score -1.760733e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -17611728.000000 Penalty: 3910.536865
	Iteration 3F: 3 clusters Score -1.761173e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -17619534.000000 Penalty: 3910.536865
	Iteration 4F: 3 clusters Score -1.761953e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -17630194.000000 Penalty: 3910.536865
	Iteration 5F: 3 clusters Score -1.763019e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -17641974.000000 Penalty: 3910.536865
	Iteration 6F: 3 clusters Score -1.764197e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154339 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -17648398.000000 Penalty: 3910.536865
	Iteration 7F: 3 clusters Score -1.76484e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161782 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -17650944.000000 Penalty: 3910.536865
	Iteration 8Q: 3 clusters Score -1.765094e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -17651712.000000 Penalty: 3910.536865
	Iteration 9Q: 3 clusters Score -1.765171e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17651884.000000 Penalty: 3910.536865
	Iteration 10Q: 3 clusters Score -1.765188e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17652032.000000 Penalty: 3910.536865
	Iteration 11Q: 3 clusters Score -1.765203e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17652106.000000 Penalty: 3910.536865
	Iteration 12Q: 3 clusters Score -1.765211e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167761 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17652166.000000 Penalty: 3910.536865
	Iteration 13Q: 3 clusters Score -1.765217e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167785 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -17652208.000000 Penalty: 3910.536865
	Iteration 14Q: 3 clusters Score -1.765221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17652236.000000 Penalty: 3910.536865
	Iteration 15Q: 3 clusters Score -1.765224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167807 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17652232.000000 Penalty: 3910.536865
	Iteration 16Q: 3 clusters Score -1.765223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17652236.000000 Penalty: 3910.536865
	Iteration 17Q: 3 clusters Score -1.765224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17652232.000000 Penalty: 3910.536865
	Iteration 18Q: 3 clusters Score -1.765223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17652238.000000 Penalty: 3910.536865
	Iteration 19Q: 3 clusters Score -1.765224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17652250.000000 Penalty: 3910.536865
	Iteration 20F: 3 clusters Score -1.765225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17652252.000000 Penalty: 3910.536865
	Iteration 21Q: 3 clusters Score -1.765225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17652256.000000 Penalty: 3910.536865
	Iteration 22Q: 3 clusters Score -1.765226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17652256.000000 Penalty: 3910.536865
	Iteration 23F: 3 clusters Score -1.765226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -435333.281250 Penalty: 1371.901367
	Iteration 0F: 2 clusters Score -435333.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -431612.781250 Penalty: 2743.802734
	Iteration 0F: 3 clusters Score -431612.8 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -432798.437500 Penalty: 2743.802734
	Iteration 1F: 3 clusters Score -432798.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -433110.250000 Penalty: 2743.802734
	Iteration 2F: 3 clusters Score -433110.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -433359.687500 Penalty: 2743.802734
	Iteration 3F: 3 clusters Score -433359.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -433570.312500 Penalty: 2743.802734
	Iteration 4F: 3 clusters Score -433570.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -433764.093750 Penalty: 2743.802734
	Iteration 5Q: 3 clusters Score -433764.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -433911.968750 Penalty: 2743.802734
	Iteration 6Q: 3 clusters Score -433912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -434008.125000 Penalty: 2743.802734
	Iteration 7Q: 3 clusters Score -434008.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -434066.968750 Penalty: 2743.802734
	Iteration 8Q: 3 clusters Score -434067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -434107.656250 Penalty: 2743.802734
	Iteration 9Q: 3 clusters Score -434107.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -434145.156250 Penalty: 2743.802734
	Iteration 10Q: 3 clusters Score -434145.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -434170.187500 Penalty: 2743.802734
	Iteration 11Q: 3 clusters Score -434170.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -434185.093750 Penalty: 2743.802734
	Iteration 12Q: 3 clusters Score -434185.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -434199.718750 Penalty: 2743.802734
	Iteration 13Q: 3 clusters Score -434199.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -434213.093750 Penalty: 2743.802734
	Iteration 14Q: 3 clusters Score -434213.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -434232.812500 Penalty: 2743.802734
	Iteration 15Q: 3 clusters Score -434232.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -434245.625000 Penalty: 2743.802734
	Iteration 16Q: 3 clusters Score -434245.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -434256.593750 Penalty: 2743.802734
	Iteration 17Q: 3 clusters Score -434256.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -434267.625000 Penalty: 2743.802734
	Iteration 18Q: 3 clusters Score -434267.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -434281.406250 Penalty: 2743.802734
	Iteration 19Q: 3 clusters Score -434281.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -434292.593750 Penalty: 2743.802734
	Iteration 20F: 3 clusters Score -434292.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -434299.500000 Penalty: 2743.802734
	Iteration 21Q: 3 clusters Score -434299.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -434305.187500 Penalty: 2743.802734
	Iteration 22Q: 3 clusters Score -434305.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -434309.718750 Penalty: 2743.802734
	Iteration 23Q: 3 clusters Score -434309.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -434314.531250 Penalty: 2743.802734
	Iteration 24Q: 3 clusters Score -434314.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -434317.812500 Penalty: 2743.802734
	Iteration 25Q: 3 clusters Score -434317.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434324.000000 Penalty: 2743.802734
	Iteration 26Q: 3 clusters Score -434324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -434328.625000 Penalty: 2743.802734
	Iteration 27Q: 3 clusters Score -434328.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -434335.843750 Penalty: 2743.802734
	Iteration 28Q: 3 clusters Score -434335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -434341.125000 Penalty: 2743.802734
	Iteration 29Q: 3 clusters Score -434341.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -434344.031250 Penalty: 2743.802734
	Iteration 30Q: 3 clusters Score -434344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -434349.500000 Penalty: 2743.802734
	Iteration 31Q: 3 clusters Score -434349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -434354.437500 Penalty: 2743.802734
	Iteration 32Q: 3 clusters Score -434354.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -434359.687500 Penalty: 2743.802734
	Iteration 33Q: 3 clusters Score -434359.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -434366.687500 Penalty: 2743.802734
	Iteration 34Q: 3 clusters Score -434366.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -434376.593750 Penalty: 2743.802734
	Iteration 35Q: 3 clusters Score -434376.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -434389.875000 Penalty: 2743.802734
	Iteration 36Q: 3 clusters Score -434389.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -434403.937500 Penalty: 2743.802734
	Iteration 37Q: 3 clusters Score -434403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -434417.031250 Penalty: 2743.802734
	Iteration 38Q: 3 clusters Score -434417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -434428.437500 Penalty: 2743.802734
	Iteration 39Q: 3 clusters Score -434428.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -434441.125000 Penalty: 2743.802734
	Iteration 40F: 3 clusters Score -434441.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -434458.000000 Penalty: 2743.802734
	Iteration 41Q: 3 clusters Score -434458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -434476.937500 Penalty: 2743.802734
	Iteration 42Q: 3 clusters Score -434476.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -434496.406250 Penalty: 2743.802734
	Iteration 43Q: 3 clusters Score -434496.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -434511.031250 Penalty: 2743.802734
	Iteration 44Q: 3 clusters Score -434511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -434523.281250 Penalty: 2743.802734
	Iteration 45Q: 3 clusters Score -434523.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -434537.125000 Penalty: 2743.802734
	Iteration 46Q: 3 clusters Score -434537.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -434553.281250 Penalty: 2743.802734
	Iteration 47Q: 3 clusters Score -434553.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -434566.562500 Penalty: 2743.802734
	Iteration 48Q: 3 clusters Score -434566.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -434580.906250 Penalty: 2743.802734
	Iteration 49Q: 3 clusters Score -434580.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -434592.812500 Penalty: 2743.802734
	Iteration 50Q: 3 clusters Score -434592.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -434605.093750 Penalty: 2743.802734
	Iteration 51Q: 3 clusters Score -434605.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -434615.593750 Penalty: 2743.802734
	Iteration 52Q: 3 clusters Score -434615.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -434627.781250 Penalty: 2743.802734
	Iteration 53Q: 3 clusters Score -434627.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434643.468750 Penalty: 2743.802734
	Iteration 54Q: 3 clusters Score -434643.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -434656.000000 Penalty: 2743.802734
	Iteration 55Q: 3 clusters Score -434656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -434664.906250 Penalty: 2743.802734
	Iteration 56Q: 3 clusters Score -434664.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -434673.031250 Penalty: 2743.802734
	Iteration 57Q: 3 clusters Score -434673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -434680.500000 Penalty: 2743.802734
	Iteration 58Q: 3 clusters Score -434680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -434682.906250 Penalty: 2743.802734
	Iteration 59Q: 3 clusters Score -434682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -434687.281250 Penalty: 2743.802734
	Iteration 60F: 3 clusters Score -434687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -434689.000000 Penalty: 2743.802734
	Iteration 61Q: 3 clusters Score -434689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -434691.093750 Penalty: 2743.802734
	Iteration 62Q: 3 clusters Score -434691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -434694.781250 Penalty: 2743.802734
	Iteration 63Q: 3 clusters Score -434694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -434696.812500 Penalty: 2743.802734
	Iteration 64Q: 3 clusters Score -434696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -434698.218750 Penalty: 2743.802734
	Iteration 65Q: 3 clusters Score -434698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -434698.343750 Penalty: 2743.802734
	Iteration 66Q: 3 clusters Score -434698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -434698.875000 Penalty: 2743.802734
	Iteration 67Q: 3 clusters Score -434698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -434700.656250 Penalty: 2743.802734
	Iteration 68Q: 3 clusters Score -434700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -434702.343750 Penalty: 2743.802734
	Iteration 69Q: 3 clusters Score -434702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -434703.468750 Penalty: 2743.802734
	Iteration 70Q: 3 clusters Score -434703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -434705.156250 Penalty: 2743.802734
	Iteration 71Q: 3 clusters Score -434705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -434706.250000 Penalty: 2743.802734
	Iteration 72Q: 3 clusters Score -434706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -434708.281250 Penalty: 2743.802734
	Iteration 73Q: 3 clusters Score -434708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -434709.843750 Penalty: 2743.802734
	Iteration 74Q: 3 clusters Score -434709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -434709.562500 Penalty: 2743.802734
	Iteration 75Q: 3 clusters Score -434709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -434709.593750 Penalty: 2743.802734
	Iteration 76Q: 3 clusters Score -434709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -434709.593750 Penalty: 2743.802734
	Iteration 77F: 3 clusters Score -434709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Entering Unmasked Estep 
Score: -6926160.000000 Penalty: 1801.892212
	Iteration 0F: 2 clusters Score -6926160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -6882509.500000 Penalty: 3603.784424
	Iteration 0F: 3 clusters Score -6882510 nChanged 31112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -6900247.500000 Penalty: 3603.784424
	Iteration 1F: 3 clusters Score -6900248 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6901125.000000 Penalty: 3603.784424
	Iteration 2Q: 3 clusters Score -6901125 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -6902259.500000 Penalty: 3603.784424
	Iteration 3Q: 3 clusters Score -6902260 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -6903793.000000 Penalty: 3603.784424
	Iteration 4Q: 3 clusters Score -6903793 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -6905759.000000 Penalty: 3603.784424
	Iteration 5F: 3 clusters Score -6905759 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -6908031.500000 Penalty: 3603.784424
	Iteration 6F: 3 clusters Score -6908032 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6910356.500000 Penalty: 3603.784424
	Iteration 7F: 3 clusters Score -6910356 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6912490.000000 Penalty: 3603.784424
	Iteration 8F: 3 clusters Score -6912490 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -6914247.500000 Penalty: 3603.784424
	Iteration 9Q: 3 clusters Score -6914248 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6915643.500000 Penalty: 3603.784424
	Iteration 10Q: 3 clusters Score -6915644 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6916878.500000 Penalty: 3603.784424
	Iteration 11Q: 3 clusters Score -6916878 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -6918048.500000 Penalty: 3603.784424
	Iteration 12Q: 3 clusters Score -6918048 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -6919055.500000 Penalty: 3603.784424
	Iteration 13Q: 3 clusters Score -6919056 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -6920007.000000 Penalty: 3603.784424
	Iteration 14Q: 3 clusters Score -6920007 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6920884.500000 Penalty: 3603.784424
	Iteration 15Q: 3 clusters Score -6920884 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -6921755.000000 Penalty: 3603.784424
	Iteration 16Q: 3 clusters Score -6921755 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -6922491.500000 Penalty: 3603.784424
	Iteration 17Q: 3 clusters Score -6922492 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -6923122.000000 Penalty: 3603.784424
	Iteration 18Q: 3 clusters Score -6923122 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6923597.000000 Penalty: 3603.784424
	Iteration 19Q: 3 clusters Score -6923597 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6923945.000000 Penalty: 3603.784424
	Iteration 20F: 3 clusters Score -6923945 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6924125.500000 Penalty: 3603.784424
	Iteration 21Q: 3 clusters Score -6924126 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6924284.000000 Penalty: 3603.784424
	Iteration 22Q: 3 clusters Score -6924284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6924406.000000 Penalty: 3603.784424
	Iteration 23Q: 3 clusters Score -6924406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6924481.000000 Penalty: 3603.784424
	Iteration 24Q: 3 clusters Score -6924481 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6924550.000000 Penalty: 3603.784424
	Iteration 25Q: 3 clusters Score -6924550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6924571.500000 Penalty: 3603.784424
	Iteration 26Q: 3 clusters Score -6924572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6924603.500000 Penalty: 3603.784424
	Iteration 27Q: 3 clusters Score -6924604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6924610.500000 Penalty: 3603.784424
	Iteration 28Q: 3 clusters Score -6924610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6924620.500000 Penalty: 3603.784424
	Iteration 29Q: 3 clusters Score -6924620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6924621.000000 Penalty: 3603.784424
	Iteration 30Q: 3 clusters Score -6924621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6924620.500000 Penalty: 3603.784424
	Iteration 31Q: 3 clusters Score -6924620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6924621.000000 Penalty: 3603.784424
	Iteration 32Q: 3 clusters Score -6924621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6924630.000000 Penalty: 3603.784424
	Iteration 33Q: 3 clusters Score -6924630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6924634.500000 Penalty: 3603.784424
	Iteration 34Q: 3 clusters Score -6924634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6924632.000000 Penalty: 3603.784424
	Iteration 35Q: 3 clusters Score -6924632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6924635.000000 Penalty: 3603.784424
	Iteration 36Q: 3 clusters Score -6924635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6924632.000000 Penalty: 3603.784424
	Iteration 37Q: 3 clusters Score -6924632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6924637.000000 Penalty: 3603.784424
	Iteration 38Q: 3 clusters Score -6924637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6924636.500000 Penalty: 3603.784424
	Iteration 39Q: 3 clusters Score -6924636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6924637.500000 Penalty: 3603.784424
	Iteration 40F: 3 clusters Score -6924638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6924642.500000 Penalty: 3603.784424
	Iteration 41Q: 3 clusters Score -6924642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6924648.000000 Penalty: 3603.784424
	Iteration 42Q: 3 clusters Score -6924648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6924652.000000 Penalty: 3603.784424
	Iteration 43Q: 3 clusters Score -6924652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6924648.500000 Penalty: 3603.784424
	Iteration 44Q: 3 clusters Score -6924648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6924653.500000 Penalty: 3603.784424
	Iteration 45Q: 3 clusters Score -6924654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6924651.000000 Penalty: 3603.784424
	Iteration 46Q: 3 clusters Score -6924651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6924653.000000 Penalty: 3603.784424
	Iteration 47Q: 3 clusters Score -6924653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6924653.500000 Penalty: 3603.784424
	Iteration 48Q: 3 clusters Score -6924654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6924658.000000 Penalty: 3603.784424
	Iteration 49Q: 3 clusters Score -6924658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6924652.000000 Penalty: 3603.784424
	Iteration 50Q: 3 clusters Score -6924652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6924657.000000 Penalty: 3603.784424
	Iteration 51Q: 3 clusters Score -6924657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6924661.500000 Penalty: 3603.784424
	Iteration 52Q: 3 clusters Score -6924662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6924668.500000 Penalty: 3603.784424
	Iteration 53Q: 3 clusters Score -6924668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6924662.500000 Penalty: 3603.784424
	Iteration 54Q: 3 clusters Score -6924662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6924667.500000 Penalty: 3603.784424
	Iteration 55Q: 3 clusters Score -6924668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6924666.000000 Penalty: 3603.784424
	Iteration 56Q: 3 clusters Score -6924666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6924671.500000 Penalty: 3603.784424
	Iteration 57Q: 3 clusters Score -6924672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6924674.500000 Penalty: 3603.784424
	Iteration 58Q: 3 clusters Score -6924674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6924681.000000 Penalty: 3603.784424
	Iteration 59Q: 3 clusters Score -6924681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6924680.000000 Penalty: 3603.784424
	Iteration 60F: 3 clusters Score -6924680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6924675.500000 Penalty: 3603.784424
	Iteration 61Q: 3 clusters Score -6924676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6924675.500000 Penalty: 3603.784424
	Iteration 62Q: 3 clusters Score -6924676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6924678.500000 Penalty: 3603.784424
	Iteration 63Q: 3 clusters Score -6924678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6924682.500000 Penalty: 3603.784424
	Iteration 64Q: 3 clusters Score -6924682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6924685.000000 Penalty: 3603.784424
	Iteration 65Q: 3 clusters Score -6924685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6924690.500000 Penalty: 3603.784424
	Iteration 66Q: 3 clusters Score -6924690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6924687.500000 Penalty: 3603.784424
	Iteration 67Q: 3 clusters Score -6924688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6924693.000000 Penalty: 3603.784424
	Iteration 68Q: 3 clusters Score -6924693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6924688.500000 Penalty: 3603.784424
	Iteration 69Q: 3 clusters Score -6924688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6924689.500000 Penalty: 3603.784424
	Iteration 70Q: 3 clusters Score -6924690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6924682.500000 Penalty: 3603.784424
	Iteration 71Q: 3 clusters Score -6924682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6924684.500000 Penalty: 3603.784424
	Iteration 72Q: 3 clusters Score -6924684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6924686.000000 Penalty: 3603.784424
	Iteration 73Q: 3 clusters Score -6924686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6924686.000000 Penalty: 3603.784424
	Iteration 74F: 3 clusters Score -6924686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Entering Unmasked Estep 
Score: -8555508.000000 Penalty: 1837.875244
	Iteration 0F: 2 clusters Score -8555508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -8500919.000000 Penalty: 3675.750488
	Iteration 0F: 3 clusters Score -8500919 nChanged 38913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -8523894.000000 Penalty: 3675.750488
	Iteration 1F: 3 clusters Score -8523894 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -8525152.000000 Penalty: 3675.750488
	Iteration 2Q: 3 clusters Score -8525152 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -8526790.000000 Penalty: 3675.750488
	Iteration 3Q: 3 clusters Score -8526790 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8529052.000000 Penalty: 3675.750488
	Iteration 4Q: 3 clusters Score -8529052 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -8532028.000000 Penalty: 3675.750488
	Iteration 5F: 3 clusters Score -8532028 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -8535175.000000 Penalty: 3675.750488
	Iteration 6F: 3 clusters Score -8535175 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8538522.000000 Penalty: 3675.750488
	Iteration 7F: 3 clusters Score -8538522 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -8541440.000000 Penalty: 3675.750488
	Iteration 8F: 3 clusters Score -8541440 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -8543714.000000 Penalty: 3675.750488
	Iteration 9Q: 3 clusters Score -8543714 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -8545434.000000 Penalty: 3675.750488
	Iteration 10Q: 3 clusters Score -8545434 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -8546895.000000 Penalty: 3675.750488
	Iteration 11Q: 3 clusters Score -8546895 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -8548104.000000 Penalty: 3675.750488
	Iteration 12Q: 3 clusters Score -8548104 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8549148.000000 Penalty: 3675.750488
	Iteration 13Q: 3 clusters Score -8549148 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8550120.000000 Penalty: 3675.750488
	Iteration 14Q: 3 clusters Score -8550120 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8550982.000000 Penalty: 3675.750488
	Iteration 15Q: 3 clusters Score -8550982 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8551742.000000 Penalty: 3675.750488
	Iteration 16Q: 3 clusters Score -8551742 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8552378.000000 Penalty: 3675.750488
	Iteration 17Q: 3 clusters Score -8552378 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -8552919.000000 Penalty: 3675.750488
	Iteration 18Q: 3 clusters Score -8552919 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8553329.000000 Penalty: 3675.750488
	Iteration 19Q: 3 clusters Score -8553329 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8553663.000000 Penalty: 3675.750488
	Iteration 20F: 3 clusters Score -8553663 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8553876.000000 Penalty: 3675.750488
	Iteration 21Q: 3 clusters Score -8553876 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8554054.000000 Penalty: 3675.750488
	Iteration 22Q: 3 clusters Score -8554054 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8554145.000000 Penalty: 3675.750488
	Iteration 23Q: 3 clusters Score -8554145 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8554225.000000 Penalty: 3675.750488
	Iteration 24Q: 3 clusters Score -8554225 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8554260.000000 Penalty: 3675.750488
	Iteration 25Q: 3 clusters Score -8554260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8554274.000000 Penalty: 3675.750488
	Iteration 26Q: 3 clusters Score -8554274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8554289.000000 Penalty: 3675.750488
	Iteration 27Q: 3 clusters Score -8554289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 3675.750488
	Iteration 28Q: 3 clusters Score -8554311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8554323.000000 Penalty: 3675.750488
	Iteration 29Q: 3 clusters Score -8554323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8554331.000000 Penalty: 3675.750488
	Iteration 30Q: 3 clusters Score -8554331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8554336.000000 Penalty: 3675.750488
	Iteration 31Q: 3 clusters Score -8554336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8554340.000000 Penalty: 3675.750488
	Iteration 32Q: 3 clusters Score -8554340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8554346.000000 Penalty: 3675.750488
	Iteration 33Q: 3 clusters Score -8554346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8554348.000000 Penalty: 3675.750488
	Iteration 34Q: 3 clusters Score -8554348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8554349.000000 Penalty: 3675.750488
	Iteration 35Q: 3 clusters Score -8554349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8554357.000000 Penalty: 3675.750488
	Iteration 36Q: 3 clusters Score -8554357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8554354.000000 Penalty: 3675.750488
	Iteration 37Q: 3 clusters Score -8554354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8554354.000000 Penalty: 3675.750488
	Iteration 38Q: 3 clusters Score -8554354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8554355.000000 Penalty: 3675.750488
	Iteration 39Q: 3 clusters Score -8554355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8554356.000000 Penalty: 3675.750488
	Iteration 40F: 3 clusters Score -8554356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8554357.000000 Penalty: 3675.750488
	Iteration 41Q: 3 clusters Score -8554357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8554355.000000 Penalty: 3675.750488
	Iteration 42Q: 3 clusters Score -8554355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8554355.000000 Penalty: 3675.750488
	Iteration 43Q: 3 clusters Score -8554355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8554355.000000 Penalty: 3675.750488
	Iteration 44F: 3 clusters Score -8554355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Entering Unmasked Estep 
Score: -12191114.000000 Penalty: 1895.754028
	Iteration 0F: 2 clusters Score -1.219111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -12113467.000000 Penalty: 3791.508057
	Iteration 0F: 3 clusters Score -1.211347e+07 nChanged 55770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -12145548.000000 Penalty: 3791.508057
	Iteration 1F: 3 clusters Score -1.214555e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -12146130.000000 Penalty: 3791.508057
	Iteration 2Q: 3 clusters Score -1.214613e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -12146806.000000 Penalty: 3791.508057
	Iteration 3Q: 3 clusters Score -1.214681e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -12147832.000000 Penalty: 3791.508057
	Iteration 4Q: 3 clusters Score -1.214783e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -12149420.000000 Penalty: 3791.508057
	Iteration 5Q: 3 clusters Score -1.214942e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -12152114.000000 Penalty: 3791.508057
	Iteration 6F: 3 clusters Score -1.215211e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -12157065.000000 Penalty: 3791.508057
	Iteration 7F: 3 clusters Score -1.215706e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -12164853.000000 Penalty: 3791.508057
	Iteration 8F: 3 clusters Score -1.216485e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -12174038.000000 Penalty: 3791.508057
	Iteration 9F: 3 clusters Score -1.217404e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -12182018.000000 Penalty: 3791.508057
	Iteration 10F: 3 clusters Score -1.218202e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -12186392.000000 Penalty: 3791.508057
	Iteration 11Q: 3 clusters Score -1.218639e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12188318.000000 Penalty: 3791.508057
	Iteration 12Q: 3 clusters Score -1.218832e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12189048.000000 Penalty: 3791.508057
	Iteration 13Q: 3 clusters Score -1.218905e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12189233.000000 Penalty: 3791.508057
	Iteration 14Q: 3 clusters Score -1.218923e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12189343.000000 Penalty: 3791.508057
	Iteration 15Q: 3 clusters Score -1.218934e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12189394.000000 Penalty: 3791.508057
	Iteration 16Q: 3 clusters Score -1.218939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12189424.000000 Penalty: 3791.508057
	Iteration 17Q: 3 clusters Score -1.218942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12189452.000000 Penalty: 3791.508057
	Iteration 18Q: 3 clusters Score -1.218945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12189460.000000 Penalty: 3791.508057
	Iteration 19Q: 3 clusters Score -1.218946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12189478.000000 Penalty: 3791.508057
	Iteration 20F: 3 clusters Score -1.218948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12189497.000000 Penalty: 3791.508057
	Iteration 21Q: 3 clusters Score -1.21895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -12189510.000000 Penalty: 3791.508057
	Iteration 22Q: 3 clusters Score -1.218951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12189519.000000 Penalty: 3791.508057
	Iteration 23Q: 3 clusters Score -1.218952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12189540.000000 Penalty: 3791.508057
	Iteration 24Q: 3 clusters Score -1.218954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12189548.000000 Penalty: 3791.508057
	Iteration 25Q: 3 clusters Score -1.218955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116236 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12189551.000000 Penalty: 3791.508057
	Iteration 26Q: 3 clusters Score -1.218955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12189561.000000 Penalty: 3791.508057
	Iteration 27Q: 3 clusters Score -1.218956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -12189578.000000 Penalty: 3791.508057
	Iteration 28Q: 3 clusters Score -1.218958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12189583.000000 Penalty: 3791.508057
	Iteration 29Q: 3 clusters Score -1.218958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12189575.000000 Penalty: 3791.508057
	Iteration 30Q: 3 clusters Score -1.218958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12189583.000000 Penalty: 3791.508057
	Iteration 31Q: 3 clusters Score -1.218958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12189586.000000 Penalty: 3791.508057
	Iteration 32Q: 3 clusters Score -1.218959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12189586.000000 Penalty: 3791.508057
	Iteration 33Q: 3 clusters Score -1.218959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12189586.000000 Penalty: 3791.508057
	Iteration 34F: 3 clusters Score -1.218959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Entering Unmasked Estep 
Score: -715977.437500 Penalty: 1439.114868
	Iteration 0F: 2 clusters Score -715977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -710739.500000 Penalty: 2878.229736
	Iteration 0F: 3 clusters Score -710739.5 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -712338.000000 Penalty: 2878.229736
	Iteration 1F: 3 clusters Score -712338 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -712623.812500 Penalty: 2878.229736
	Iteration 2F: 3 clusters Score -712623.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -712870.562500 Penalty: 2878.229736
	Iteration 3F: 3 clusters Score -712870.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -713041.500000 Penalty: 2878.229736
	Iteration 4F: 3 clusters Score -713041.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -713159.250000 Penalty: 2878.229736
	Iteration 5Q: 3 clusters Score -713159.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -713242.250000 Penalty: 2878.229736
	Iteration 6Q: 3 clusters Score -713242.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -713316.375000 Penalty: 2878.229736
	Iteration 7Q: 3 clusters Score -713316.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -713376.625000 Penalty: 2878.229736
	Iteration 8Q: 3 clusters Score -713376.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -713438.812500 Penalty: 2878.229736
	Iteration 9Q: 3 clusters Score -713438.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -713494.937500 Penalty: 2878.229736
	Iteration 10Q: 3 clusters Score -713494.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -713538.875000 Penalty: 2878.229736
	Iteration 11Q: 3 clusters Score -713538.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -713584.625000 Penalty: 2878.229736
	Iteration 12Q: 3 clusters Score -713584.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -713623.750000 Penalty: 2878.229736
	Iteration 13Q: 3 clusters Score -713623.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -713663.937500 Penalty: 2878.229736
	Iteration 14Q: 3 clusters Score -713663.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -713708.875000 Penalty: 2878.229736
	Iteration 15Q: 3 clusters Score -713708.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -713757.187500 Penalty: 2878.229736
	Iteration 16Q: 3 clusters Score -713757.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -713805.500000 Penalty: 2878.229736
	Iteration 17Q: 3 clusters Score -713805.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -713841.500000 Penalty: 2878.229736
	Iteration 18Q: 3 clusters Score -713841.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -713886.187500 Penalty: 2878.229736
	Iteration 19Q: 3 clusters Score -713886.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -713939.187500 Penalty: 2878.229736
	Iteration 20F: 3 clusters Score -713939.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -714005.500000 Penalty: 2878.229736
	Iteration 21Q: 3 clusters Score -714005.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -714097.437500 Penalty: 2878.229736
	Iteration 22Q: 3 clusters Score -714097.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -714181.437500 Penalty: 2878.229736
	Iteration 23Q: 3 clusters Score -714181.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -714286.250000 Penalty: 2878.229736
	Iteration 24Q: 3 clusters Score -714286.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -714395.312500 Penalty: 2878.229736
	Iteration 25Q: 3 clusters Score -714395.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -714507.937500 Penalty: 2878.229736
	Iteration 26Q: 3 clusters Score -714507.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -714603.500000 Penalty: 2878.229736
	Iteration 27Q: 3 clusters Score -714603.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -714684.875000 Penalty: 2878.229736
	Iteration 28Q: 3 clusters Score -714684.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -714735.000000 Penalty: 2878.229736
	Iteration 29Q: 3 clusters Score -714735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -714780.875000 Penalty: 2878.229736
	Iteration 30Q: 3 clusters Score -714780.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -714821.687500 Penalty: 2878.229736
	Iteration 31Q: 3 clusters Score -714821.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -714860.000000 Penalty: 2878.229736
	Iteration 32Q: 3 clusters Score -714860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -714894.812500 Penalty: 2878.229736
	Iteration 33Q: 3 clusters Score -714894.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -714910.375000 Penalty: 2878.229736
	Iteration 34Q: 3 clusters Score -714910.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -714926.687500 Penalty: 2878.229736
	Iteration 35Q: 3 clusters Score -714926.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -714934.625000 Penalty: 2878.229736
	Iteration 36Q: 3 clusters Score -714934.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -714940.187500 Penalty: 2878.229736
	Iteration 37Q: 3 clusters Score -714940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -714942.000000 Penalty: 2878.229736
	Iteration 38Q: 3 clusters Score -714942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -714946.187500 Penalty: 2878.229736
	Iteration 39Q: 3 clusters Score -714946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -714948.250000 Penalty: 2878.229736
	Iteration 40F: 3 clusters Score -714948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -714949.375000 Penalty: 2878.229736
	Iteration 41Q: 3 clusters Score -714949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -714951.875000 Penalty: 2878.229736
	Iteration 42Q: 3 clusters Score -714951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -714952.812500 Penalty: 2878.229736
	Iteration 43Q: 3 clusters Score -714952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -714953.875000 Penalty: 2878.229736
	Iteration 44Q: 3 clusters Score -714953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -714953.250000 Penalty: 2878.229736
	Iteration 45Q: 3 clusters Score -714953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -714954.000000 Penalty: 2878.229736
	Iteration 46Q: 3 clusters Score -714954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -714954.812500 Penalty: 2878.229736
	Iteration 47Q: 3 clusters Score -714954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -714956.750000 Penalty: 2878.229736
	Iteration 48Q: 3 clusters Score -714956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -714959.000000 Penalty: 2878.229736
	Iteration 49Q: 3 clusters Score -714959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -714959.250000 Penalty: 2878.229736
	Iteration 50Q: 3 clusters Score -714959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -714959.875000 Penalty: 2878.229736
	Iteration 51Q: 3 clusters Score -714959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -714961.875000 Penalty: 2878.229736
	Iteration 52Q: 3 clusters Score -714961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -714963.437500 Penalty: 2878.229736
	Iteration 53Q: 3 clusters Score -714963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -714966.062500 Penalty: 2878.229736
	Iteration 54Q: 3 clusters Score -714966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -714968.312500 Penalty: 2878.229736
	Iteration 55Q: 3 clusters Score -714968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -714967.812500 Penalty: 2878.229736
	Iteration 56Q: 3 clusters Score -714967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -714968.687500 Penalty: 2878.229736
	Iteration 57Q: 3 clusters Score -714968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -714972.375000 Penalty: 2878.229736
	Iteration 58Q: 3 clusters Score -714972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -714972.875000 Penalty: 2878.229736
	Iteration 59Q: 3 clusters Score -714972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -714974.062500 Penalty: 2878.229736
	Iteration 60F: 3 clusters Score -714974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -714977.062500 Penalty: 2878.229736
	Iteration 61Q: 3 clusters Score -714977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -714976.812500 Penalty: 2878.229736
	Iteration 62Q: 3 clusters Score -714976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -714975.812500 Penalty: 2878.229736
	Iteration 63Q: 3 clusters Score -714975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -714978.062500 Penalty: 2878.229736
	Iteration 64Q: 3 clusters Score -714978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -714979.750000 Penalty: 2878.229736
	Iteration 65Q: 3 clusters Score -714979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -714981.500000 Penalty: 2878.229736
	Iteration 66Q: 3 clusters Score -714981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -714980.500000 Penalty: 2878.229736
	Iteration 67Q: 3 clusters Score -714980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -714980.500000 Penalty: 2878.229736
	Iteration 68F: 3 clusters Score -714980.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Entering Unmasked Estep 
Score: -3980357.500000 Penalty: 1714.942505
	Iteration 0F: 2 clusters Score -3980358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3954623.750000 Penalty: 3429.885010
	Iteration 0F: 3 clusters Score -3954624 nChanged 17850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3964736.750000 Penalty: 3429.885010
	Iteration 1F: 3 clusters Score -3964737 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3965210.500000 Penalty: 3429.885010
	Iteration 2Q: 3 clusters Score -3965210 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3965684.250000 Penalty: 3429.885010
	Iteration 3Q: 3 clusters Score -3965684 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3966144.000000 Penalty: 3429.885010
	Iteration 4Q: 3 clusters Score -3966144 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3966596.000000 Penalty: 3429.885010
	Iteration 5Q: 3 clusters Score -3966596 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3967028.000000 Penalty: 3429.885010
	Iteration 6Q: 3 clusters Score -3967028 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3967484.250000 Penalty: 3429.885010
	Iteration 7Q: 3 clusters Score -3967484 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3968010.750000 Penalty: 3429.885010
	Iteration 8Q: 3 clusters Score -3968011 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3968641.500000 Penalty: 3429.885010
	Iteration 9Q: 3 clusters Score -3968642 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3969429.500000 Penalty: 3429.885010
	Iteration 10Q: 3 clusters Score -3969430 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3970378.000000 Penalty: 3429.885010
	Iteration 11Q: 3 clusters Score -3970378 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3971455.750000 Penalty: 3429.885010
	Iteration 12Q: 3 clusters Score -3971456 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3972606.500000 Penalty: 3429.885010
	Iteration 13Q: 3 clusters Score -3972606 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3973678.000000 Penalty: 3429.885010
	Iteration 14Q: 3 clusters Score -3973678 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3974487.250000 Penalty: 3429.885010
	Iteration 15Q: 3 clusters Score -3974487 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3975077.500000 Penalty: 3429.885010
	Iteration 16Q: 3 clusters Score -3975078 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3975421.750000 Penalty: 3429.885010
	Iteration 17Q: 3 clusters Score -3975422 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3975706.000000 Penalty: 3429.885010
	Iteration 18Q: 3 clusters Score -3975706 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3975977.000000 Penalty: 3429.885010
	Iteration 19Q: 3 clusters Score -3975977 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3976254.750000 Penalty: 3429.885010
	Iteration 20F: 3 clusters Score -3976255 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3976547.500000 Penalty: 3429.885010
	Iteration 21Q: 3 clusters Score -3976548 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3976814.750000 Penalty: 3429.885010
	Iteration 22Q: 3 clusters Score -3976815 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3977078.750000 Penalty: 3429.885010
	Iteration 23Q: 3 clusters Score -3977079 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3977267.000000 Penalty: 3429.885010
	Iteration 24Q: 3 clusters Score -3977267 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3977415.250000 Penalty: 3429.885010
	Iteration 25Q: 3 clusters Score -3977415 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3977553.250000 Penalty: 3429.885010
	Iteration 26Q: 3 clusters Score -3977553 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3977661.750000 Penalty: 3429.885010
	Iteration 27Q: 3 clusters Score -3977662 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -3977751.500000 Penalty: 3429.885010
	Iteration 28Q: 3 clusters Score -3977752 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3977835.000000 Penalty: 3429.885010
	Iteration 29Q: 3 clusters Score -3977835 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3977918.500000 Penalty: 3429.885010
	Iteration 30Q: 3 clusters Score -3977918 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3977978.250000 Penalty: 3429.885010
	Iteration 31Q: 3 clusters Score -3977978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -3978018.250000 Penalty: 3429.885010
	Iteration 32Q: 3 clusters Score -3978018 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3978064.500000 Penalty: 3429.885010
	Iteration 33Q: 3 clusters Score -3978064 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -3978090.000000 Penalty: 3429.885010
	Iteration 34Q: 3 clusters Score -3978090 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3978111.000000 Penalty: 3429.885010
	Iteration 35Q: 3 clusters Score -3978111 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3978140.500000 Penalty: 3429.885010
	Iteration 36Q: 3 clusters Score -3978140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3978163.500000 Penalty: 3429.885010
	Iteration 37Q: 3 clusters Score -3978164 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3978186.500000 Penalty: 3429.885010
	Iteration 38Q: 3 clusters Score -3978186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3978201.250000 Penalty: 3429.885010
	Iteration 39Q: 3 clusters Score -3978201 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3978202.250000 Penalty: 3429.885010
	Iteration 40F: 3 clusters Score -3978202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3978215.500000 Penalty: 3429.885010
	Iteration 41Q: 3 clusters Score -3978216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3978231.500000 Penalty: 3429.885010
	Iteration 42Q: 3 clusters Score -3978232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -3978265.500000 Penalty: 3429.885010
	Iteration 43Q: 3 clusters Score -3978266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -3978259.750000 Penalty: 3429.885010
	Iteration 44Q: 3 clusters Score -3978260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -3978275.000000 Penalty: 3429.885010
	Iteration 45Q: 3 clusters Score -3978275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3978277.000000 Penalty: 3429.885010
	Iteration 46Q: 3 clusters Score -3978277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3978277.250000 Penalty: 3429.885010
	Iteration 47Q: 3 clusters Score -3978277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3978288.000000 Penalty: 3429.885010
	Iteration 48Q: 3 clusters Score -3978288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3978300.750000 Penalty: 3429.885010
	Iteration 49Q: 3 clusters Score -3978301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3978315.000000 Penalty: 3429.885010
	Iteration 50Q: 3 clusters Score -3978315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3978326.000000 Penalty: 3429.885010
	Iteration 51Q: 3 clusters Score -3978326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -3978321.000000 Penalty: 3429.885010
	Iteration 52Q: 3 clusters Score -3978321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3978326.750000 Penalty: 3429.885010
	Iteration 53Q: 3 clusters Score -3978327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -3978331.000000 Penalty: 3429.885010
	Iteration 54Q: 3 clusters Score -3978331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3978355.750000 Penalty: 3429.885010
	Iteration 55Q: 3 clusters Score -3978356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -3978358.750000 Penalty: 3429.885010
	Iteration 56Q: 3 clusters Score -3978359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -3978355.750000 Penalty: 3429.885010
	Iteration 57Q: 3 clusters Score -3978356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3978360.500000 Penalty: 3429.885010
	Iteration 58Q: 3 clusters Score -3978360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -3978380.000000 Penalty: 3429.885010
	Iteration 59Q: 3 clusters Score -3978380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3978384.750000 Penalty: 3429.885010
	Iteration 60F: 3 clusters Score -3978385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3978384.250000 Penalty: 3429.885010
	Iteration 61Q: 3 clusters Score -3978384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3978386.750000 Penalty: 3429.885010
	Iteration 62Q: 3 clusters Score -3978387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3978390.500000 Penalty: 3429.885010
	Iteration 63Q: 3 clusters Score -3978390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -3978392.250000 Penalty: 3429.885010
	Iteration 64Q: 3 clusters Score -3978392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -3978399.000000 Penalty: 3429.885010
	Iteration 65Q: 3 clusters Score -3978399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -3978389.250000 Penalty: 3429.885010
	Iteration 66Q: 3 clusters Score -3978389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -3978397.500000 Penalty: 3429.885010
	Iteration 67Q: 3 clusters Score -3978398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3978408.250000 Penalty: 3429.885010
	Iteration 68Q: 3 clusters Score -3978408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -3978414.250000 Penalty: 3429.885010
	Iteration 69Q: 3 clusters Score -3978414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3978416.000000 Penalty: 3429.885010
	Iteration 70Q: 3 clusters Score -3978416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -3978418.000000 Penalty: 3429.885010
	Iteration 71Q: 3 clusters Score -3978418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3978416.750000 Penalty: 3429.885010
	Iteration 72Q: 3 clusters Score -3978417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3978427.000000 Penalty: 3429.885010
	Iteration 73Q: 3 clusters Score -3978427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -3978421.250000 Penalty: 3429.885010
	Iteration 74Q: 3 clusters Score -3978421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -3978420.750000 Penalty: 3429.885010
	Iteration 75Q: 3 clusters Score -3978421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -3978421.750000 Penalty: 3429.885010
	Iteration 76Q: 3 clusters Score -3978422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3978425.500000 Penalty: 3429.885010
	Iteration 77Q: 3 clusters Score -3978426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -3978435.000000 Penalty: 3429.885010
	Iteration 78Q: 3 clusters Score -3978435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -3978441.750000 Penalty: 3429.885010
	Iteration 79Q: 3 clusters Score -3978442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3978447.250000 Penalty: 3429.885010
	Iteration 80F: 3 clusters Score -3978447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3978447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -3978453.250000 Penalty: 3429.885010
	Iteration 82Q: 3 clusters Score -3978453 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3978460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -3978461.250000 Penalty: 3429.885010
	Iteration 84Q: 3 clusters Score -3978461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -3978469.000000 Penalty: 3429.885010
	Iteration 85Q: 3 clusters Score -3978469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3978474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3978469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3978477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3978488.250000 Penalty: 3429.885010
	Iteration 89Q: 3 clusters Score -3978488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3978494.500000 Penalty: 3429.885010
	Iteration 90Q: 3 clusters Score -3978494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -3978505.000000 Penalty: 3429.885010
	Iteration 91Q: 3 clusters Score -3978505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3978510.000000 Penalty: 3429.885010
	Iteration 92Q: 3 clusters Score -3978510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3978527.250000 Penalty: 3429.885010
	Iteration 93Q: 3 clusters Score -3978527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -3978525.250000 Penalty: 3429.885010
	Iteration 94Q: 3 clusters Score -3978525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3978526.250000 Penalty: 3429.885010
	Iteration 95Q: 3 clusters Score -3978526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3978527.500000 Penalty: 3429.885010
	Iteration 96Q: 3 clusters Score -3978528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -3978527.500000 Penalty: 3429.885010
	Iteration 97Q: 3 clusters Score -3978528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3978529.250000 Penalty: 3429.885010
	Iteration 98Q: 3 clusters Score -3978529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3978530.000000 Penalty: 3429.885010
	Iteration 99Q: 3 clusters Score -3978530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3978526.000000 Penalty: 3429.885010
	Iteration 100F: 3 clusters Score -3978526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -3978530.000000 Penalty: 3429.885010
	Iteration 101Q: 3 clusters Score -3978530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -3978530.750000 Penalty: 3429.885010
	Iteration 102Q: 3 clusters Score -3978531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -3978538.000000 Penalty: 3429.885010
	Iteration 103Q: 3 clusters Score -3978538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -3978544.000000 Penalty: 3429.885010
	Iteration 104Q: 3 clusters Score -3978544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3978548.250000 Penalty: 3429.885010
	Iteration 105Q: 3 clusters Score -3978548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3978543.750000 Penalty: 3429.885010
	Iteration 106Q: 3 clusters Score -3978544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -3978541.250000 Penalty: 3429.885010
	Iteration 107Q: 3 clusters Score -3978541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -3978543.000000 Penalty: 3429.885010
	Iteration 108Q: 3 clusters Score -3978543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3978541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -3978544.250000 Penalty: 3429.885010
	Iteration 110Q: 3 clusters Score -3978544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -3978549.500000 Penalty: 3429.885010
	Iteration 111Q: 3 clusters Score -3978550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -3978554.750000 Penalty: 3429.885010
	Iteration 112Q: 3 clusters Score -3978555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -3978553.750000 Penalty: 3429.885010
	Iteration 113Q: 3 clusters Score -3978554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3978552.000000 Penalty: 3429.885010
	Iteration 114Q: 3 clusters Score -3978552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3978555.250000 Penalty: 3429.885010
	Iteration 115Q: 3 clusters Score -3978555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -3978559.000000 Penalty: 3429.885010
	Iteration 116Q: 3 clusters Score -3978559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3978560.000000 Penalty: 3429.885010
	Iteration 117Q: 3 clusters Score -3978560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -3978560.500000 Penalty: 3429.885010
	Iteration 118Q: 3 clusters Score -3978560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -3978566.000000 Penalty: 3429.885010
	Iteration 119Q: 3 clusters Score -3978566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -3978571.500000 Penalty: 3429.885010
	Iteration 120F: 3 clusters Score -3978572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3978576.250000 Penalty: 3429.885010
	Iteration 121Q: 3 clusters Score -3978576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -3978579.250000 Penalty: 3429.885010
	Iteration 122Q: 3 clusters Score -3978579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -3978576.250000 Penalty: 3429.885010
	Iteration 123Q: 3 clusters Score -3978576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -3978579.750000 Penalty: 3429.885010
	Iteration 124Q: 3 clusters Score -3978580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -3978580.000000 Penalty: 3429.885010
	Iteration 125Q: 3 clusters Score -3978580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -3978581.000000 Penalty: 3429.885010
	Iteration 126Q: 3 clusters Score -3978581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -3978580.500000 Penalty: 3429.885010
	Iteration 127Q: 3 clusters Score -3978580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3978581.750000 Penalty: 3429.885010
	Iteration 128Q: 3 clusters Score -3978582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3978582.750000 Penalty: 3429.885010
	Iteration 129Q: 3 clusters Score -3978583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3978580.750000 Penalty: 3429.885010
	Iteration 130Q: 3 clusters Score -3978581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3978586.750000 Penalty: 3429.885010
	Iteration 131Q: 3 clusters Score -3978587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -3978588.750000 Penalty: 3429.885010
	Iteration 132Q: 3 clusters Score -3978589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3978592.000000 Penalty: 3429.885010
	Iteration 133Q: 3 clusters Score -3978592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3978590.500000 Penalty: 3429.885010
	Iteration 134Q: 3 clusters Score -3978590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3978593.250000 Penalty: 3429.885010
	Iteration 135Q: 3 clusters Score -3978593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -3978585.500000 Penalty: 3429.885010
	Iteration 136Q: 3 clusters Score -3978586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3978590.000000 Penalty: 3429.885010
	Iteration 137Q: 3 clusters Score -3978590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -3978591.250000 Penalty: 3429.885010
	Iteration 138Q: 3 clusters Score -3978591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -3978590.750000 Penalty: 3429.885010
	Iteration 139Q: 3 clusters Score -3978591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -3978590.500000 Penalty: 3429.885010
	Iteration 140F: 3 clusters Score -3978590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3978591.750000 Penalty: 3429.885010
	Iteration 141Q: 3 clusters Score -3978592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -3978585.250000 Penalty: 3429.885010
	Iteration 142Q: 3 clusters Score -3978585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -3978588.000000 Penalty: 3429.885010
	Iteration 143Q: 3 clusters Score -3978588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -3978583.500000 Penalty: 3429.885010
	Iteration 144Q: 3 clusters Score -3978584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3978588.750000 Penalty: 3429.885010
	Iteration 145Q: 3 clusters Score -3978589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3429.885010
	Iteration 146Q: 3 clusters Score -3978595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3429.885010
	Iteration 147Q: 3 clusters Score -3978595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -3978590.250000 Penalty: 3429.885010
	Iteration 148Q: 3 clusters Score -3978590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -3978594.000000 Penalty: 3429.885010
	Iteration 149Q: 3 clusters Score -3978594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -3978595.000000 Penalty: 3429.885010
	Iteration 150Q: 3 clusters Score -3978595 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -3978593.000000 Penalty: 3429.885010
	Iteration 151Q: 3 clusters Score -3978593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -3978592.750000 Penalty: 3429.885010
	Iteration 152Q: 3 clusters Score -3978593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -3978597.750000 Penalty: 3429.885010
	Iteration 153Q: 3 clusters Score -3978598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -3978597.500000 Penalty: 3429.885010
	Iteration 154Q: 3 clusters Score -3978598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -3978592.750000 Penalty: 3429.885010
	Iteration 155Q: 3 clusters Score -3978593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -3978595.000000 Penalty: 3429.885010
	Iteration 156Q: 3 clusters Score -3978595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3978597.250000 Penalty: 3429.885010
	Iteration 157Q: 3 clusters Score -3978597 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -3978601.000000 Penalty: 3429.885010
	Iteration 158Q: 3 clusters Score -3978601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -3978599.500000 Penalty: 3429.885010
	Iteration 159Q: 3 clusters Score -3978600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3978594.250000 Penalty: 3429.885010
	Iteration 160F: 3 clusters Score -3978594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -3978592.500000 Penalty: 3429.885010
	Iteration 161Q: 3 clusters Score -3978592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -3978597.750000 Penalty: 3429.885010
	Iteration 162Q: 3 clusters Score -3978598 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3978597 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2731 members 
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Entering Unmasked Estep 
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	Iteration 164F: 3 clusters Score -3978597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37315 members 
Entering Unmasked Estep 
Score: -3785787.500000 Penalty: 1710.662109
	Iteration 0F: 2 clusters Score -3785788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18811 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3760823 nChanged 17290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21079 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3770915 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3772142.000000 Penalty: 3421.324219
	Iteration 2F: 3 clusters Score -3772142 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3773859.250000 Penalty: 3421.324219
	Iteration 3F: 3 clusters Score -3773859 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3776116.000000 Penalty: 3421.324219
	Iteration 4F: 3 clusters Score -3776116 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3778329.250000 Penalty: 3421.324219
	Iteration 5F: 3 clusters Score -3778329 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3780163.250000 Penalty: 3421.324219
	Iteration 6F: 3 clusters Score -3780163 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3781461.750000 Penalty: 3421.324219
	Iteration 7Q: 3 clusters Score -3781462 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3782276.250000 Penalty: 3421.324219
	Iteration 8Q: 3 clusters Score -3782276 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3782835.250000 Penalty: 3421.324219
	Iteration 9Q: 3 clusters Score -3782835 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3783255.000000 Penalty: 3421.324219
	Iteration 10Q: 3 clusters Score -3783255 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3783535.500000 Penalty: 3421.324219
	Iteration 11Q: 3 clusters Score -3783536 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3783751.500000 Penalty: 3421.324219
	Iteration 12Q: 3 clusters Score -3783752 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3783922.000000 Penalty: 3421.324219
	Iteration 13Q: 3 clusters Score -3783922 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3784061.250000 Penalty: 3421.324219
	Iteration 14Q: 3 clusters Score -3784061 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3784175.000000 Penalty: 3421.324219
	Iteration 15Q: 3 clusters Score -3784175 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3784244.500000 Penalty: 3421.324219
	Iteration 16Q: 3 clusters Score -3784244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3784323.750000 Penalty: 3421.324219
	Iteration 17Q: 3 clusters Score -3784324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3784363.000000 Penalty: 3421.324219
	Iteration 18Q: 3 clusters Score -3784363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3784408.500000 Penalty: 3421.324219
	Iteration 19Q: 3 clusters Score -3784408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3784449.000000 Penalty: 3421.324219
	Iteration 20F: 3 clusters Score -3784449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3784478.000000 Penalty: 3421.324219
	Iteration 21Q: 3 clusters Score -3784478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3784503.750000 Penalty: 3421.324219
	Iteration 22Q: 3 clusters Score -3784504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3784523.250000 Penalty: 3421.324219
	Iteration 23Q: 3 clusters Score -3784523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3784533.500000 Penalty: 3421.324219
	Iteration 24Q: 3 clusters Score -3784534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3784535.500000 Penalty: 3421.324219
	Iteration 25Q: 3 clusters Score -3784536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3784544.000000 Penalty: 3421.324219
	Iteration 26Q: 3 clusters Score -3784544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3784551.500000 Penalty: 3421.324219
	Iteration 27Q: 3 clusters Score -3784552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3784556.000000 Penalty: 3421.324219
	Iteration 28Q: 3 clusters Score -3784556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3784561.250000 Penalty: 3421.324219
	Iteration 29Q: 3 clusters Score -3784561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3784560.000000 Penalty: 3421.324219
	Iteration 30Q: 3 clusters Score -3784560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3784563.250000 Penalty: 3421.324219
	Iteration 31Q: 3 clusters Score -3784563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3784566.250000 Penalty: 3421.324219
	Iteration 32Q: 3 clusters Score -3784566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3784564.500000 Penalty: 3421.324219
	Iteration 33Q: 3 clusters Score -3784564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3784568.000000 Penalty: 3421.324219
	Iteration 34Q: 3 clusters Score -3784568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3784569.000000 Penalty: 3421.324219
	Iteration 35Q: 3 clusters Score -3784569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3784567.500000 Penalty: 3421.324219
	Iteration 36Q: 3 clusters Score -3784568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3784568.500000 Penalty: 3421.324219
	Iteration 37Q: 3 clusters Score -3784568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3784567.000000 Penalty: 3421.324219
	Iteration 38Q: 3 clusters Score -3784567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3784571.500000 Penalty: 3421.324219
	Iteration 39Q: 3 clusters Score -3784572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3784572.750000 Penalty: 3421.324219
	Iteration 40F: 3 clusters Score -3784573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3784572.250000 Penalty: 3421.324219
	Iteration 41Q: 3 clusters Score -3784572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3784571.500000 Penalty: 3421.324219
	Iteration 42Q: 3 clusters Score -3784572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3784575.750000 Penalty: 3421.324219
	Iteration 43Q: 3 clusters Score -3784576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3784579.500000 Penalty: 3421.324219
	Iteration 44Q: 3 clusters Score -3784580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3784578.750000 Penalty: 3421.324219
	Iteration 45Q: 3 clusters Score -3784579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3784578.750000 Penalty: 3421.324219
	Iteration 46F: 3 clusters Score -3784579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -433193.531250 Penalty: 1362.345093
	Iteration 0F: 2 clusters Score -433193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -429597.968750 Penalty: 2724.690186
	Iteration 0F: 3 clusters Score -429598 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -430587.718750 Penalty: 2724.690186
	Iteration 1F: 3 clusters Score -430587.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -430828.562500 Penalty: 2724.690186
	Iteration 2F: 3 clusters Score -430828.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -430988.500000 Penalty: 2724.690186
	Iteration 3F: 3 clusters Score -430988.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -431112.843750 Penalty: 2724.690186
	Iteration 4Q: 3 clusters Score -431112.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -431240.968750 Penalty: 2724.690186
	Iteration 5Q: 3 clusters Score -431241 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -431337.093750 Penalty: 2724.690186
	Iteration 6Q: 3 clusters Score -431337.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -431410.406250 Penalty: 2724.690186
	Iteration 7Q: 3 clusters Score -431410.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -431481.656250 Penalty: 2724.690186
	Iteration 8Q: 3 clusters Score -431481.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -431545.718750 Penalty: 2724.690186
	Iteration 9Q: 3 clusters Score -431545.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431602.468750 Penalty: 2724.690186
	Iteration 10Q: 3 clusters Score -431602.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -431653.156250 Penalty: 2724.690186
	Iteration 11Q: 3 clusters Score -431653.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -431695.218750 Penalty: 2724.690186
	Iteration 12Q: 3 clusters Score -431695.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -431731.937500 Penalty: 2724.690186
	Iteration 13Q: 3 clusters Score -431731.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -431762.406250 Penalty: 2724.690186
	Iteration 14Q: 3 clusters Score -431762.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -431789.937500 Penalty: 2724.690186
	Iteration 15Q: 3 clusters Score -431789.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -431809.562500 Penalty: 2724.690186
	Iteration 16Q: 3 clusters Score -431809.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -431828.375000 Penalty: 2724.690186
	Iteration 17Q: 3 clusters Score -431828.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -431848.718750 Penalty: 2724.690186
	Iteration 18Q: 3 clusters Score -431848.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -431869.093750 Penalty: 2724.690186
	Iteration 19Q: 3 clusters Score -431869.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -431887.531250 Penalty: 2724.690186
	Iteration 20F: 3 clusters Score -431887.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -431906.687500 Penalty: 2724.690186
	Iteration 21Q: 3 clusters Score -431906.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -431923.093750 Penalty: 2724.690186
	Iteration 22Q: 3 clusters Score -431923.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -431938.843750 Penalty: 2724.690186
	Iteration 23Q: 3 clusters Score -431938.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -431950.937500 Penalty: 2724.690186
	Iteration 24Q: 3 clusters Score -431950.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -431965.281250 Penalty: 2724.690186
	Iteration 25Q: 3 clusters Score -431965.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -431978.593750 Penalty: 2724.690186
	Iteration 26Q: 3 clusters Score -431978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -431991.281250 Penalty: 2724.690186
	Iteration 27Q: 3 clusters Score -431991.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -432005.156250 Penalty: 2724.690186
	Iteration 28Q: 3 clusters Score -432005.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -432022.406250 Penalty: 2724.690186
	Iteration 29Q: 3 clusters Score -432022.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -432034.062500 Penalty: 2724.690186
	Iteration 30Q: 3 clusters Score -432034.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -432043.718750 Penalty: 2724.690186
	Iteration 31Q: 3 clusters Score -432043.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -432057.562500 Penalty: 2724.690186
	Iteration 32Q: 3 clusters Score -432057.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -432074.187500 Penalty: 2724.690186
	Iteration 33Q: 3 clusters Score -432074.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -432090.437500 Penalty: 2724.690186
	Iteration 34Q: 3 clusters Score -432090.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -432100.312500 Penalty: 2724.690186
	Iteration 35Q: 3 clusters Score -432100.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -432109.937500 Penalty: 2724.690186
	Iteration 36Q: 3 clusters Score -432109.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -432123.125000 Penalty: 2724.690186
	Iteration 37Q: 3 clusters Score -432123.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -432129.906250 Penalty: 2724.690186
	Iteration 38Q: 3 clusters Score -432129.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -432136.750000 Penalty: 2724.690186
	Iteration 39Q: 3 clusters Score -432136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -432141.937500 Penalty: 2724.690186
	Iteration 40F: 3 clusters Score -432141.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -432156.593750 Penalty: 2724.690186
	Iteration 41Q: 3 clusters Score -432156.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -432166.531250 Penalty: 2724.690186
	Iteration 42Q: 3 clusters Score -432166.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -432181.093750 Penalty: 2724.690186
	Iteration 43Q: 3 clusters Score -432181.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -432199.406250 Penalty: 2724.690186
	Iteration 44Q: 3 clusters Score -432199.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -432219.687500 Penalty: 2724.690186
	Iteration 45Q: 3 clusters Score -432219.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -432250.093750 Penalty: 2724.690186
	Iteration 46Q: 3 clusters Score -432250.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -432283.687500 Penalty: 2724.690186
	Iteration 47Q: 3 clusters Score -432283.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -432310.156250 Penalty: 2724.690186
	Iteration 48Q: 3 clusters Score -432310.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -432326.531250 Penalty: 2724.690186
	Iteration 49Q: 3 clusters Score -432326.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -432335.343750 Penalty: 2724.690186
	Iteration 50Q: 3 clusters Score -432335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -432340.750000 Penalty: 2724.690186
	Iteration 51Q: 3 clusters Score -432340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -432341.781250 Penalty: 2724.690186
	Iteration 52Q: 3 clusters Score -432341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -432343.000000 Penalty: 2724.690186
	Iteration 53Q: 3 clusters Score -432343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -432343.781250 Penalty: 2724.690186
	Iteration 54Q: 3 clusters Score -432343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -432344.437500 Penalty: 2724.690186
	Iteration 55Q: 3 clusters Score -432344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -432343.937500 Penalty: 2724.690186
	Iteration 56Q: 3 clusters Score -432343.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -432343.937500 Penalty: 2724.690186
	Iteration 57F: 3 clusters Score -432343.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Entering Unmasked Estep 
Score: -10227993.000000 Penalty: 1866.961182
	Iteration 0F: 2 clusters Score -1.022799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -10162983.000000 Penalty: 3733.922363
	Iteration 0F: 3 clusters Score -1.016298e+07 nChanged 46509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -10189923.000000 Penalty: 3733.922363
	Iteration 1F: 3 clusters Score -1.018992e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -10190597.000000 Penalty: 3733.922363
	Iteration 2Q: 3 clusters Score -1.01906e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -10191430.000000 Penalty: 3733.922363
	Iteration 3Q: 3 clusters Score -1.019143e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -10192467.000000 Penalty: 3733.922363
	Iteration 4Q: 3 clusters Score -1.019247e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -10193735.000000 Penalty: 3733.922363
	Iteration 5Q: 3 clusters Score -1.019374e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -10195300.000000 Penalty: 3733.922363
	Iteration 6Q: 3 clusters Score -1.01953e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -10196893.000000 Penalty: 3733.922363
	Iteration 7Q: 3 clusters Score -1.019689e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -10198416.000000 Penalty: 3733.922363
	Iteration 8Q: 3 clusters Score -1.019842e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -10199895.000000 Penalty: 3733.922363
	Iteration 9Q: 3 clusters Score -1.01999e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -10201190.000000 Penalty: 3733.922363
	Iteration 10Q: 3 clusters Score -1.020119e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -10202347.000000 Penalty: 3733.922363
	Iteration 11Q: 3 clusters Score -1.020235e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -10203545.000000 Penalty: 3733.922363
	Iteration 12Q: 3 clusters Score -1.020354e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -10204707.000000 Penalty: 3733.922363
	Iteration 13Q: 3 clusters Score -1.020471e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -10205745.000000 Penalty: 3733.922363
	Iteration 14Q: 3 clusters Score -1.020574e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -10207125.000000 Penalty: 3733.922363
	Iteration 15Q: 3 clusters Score -1.020712e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -10208860.000000 Penalty: 3733.922363
	Iteration 16Q: 3 clusters Score -1.020886e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -10210871.000000 Penalty: 3733.922363
	Iteration 17Q: 3 clusters Score -1.021087e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -10213421.000000 Penalty: 3733.922363
	Iteration 18Q: 3 clusters Score -1.021342e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -10216634.000000 Penalty: 3733.922363
	Iteration 19Q: 3 clusters Score -1.021663e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -10220046.000000 Penalty: 3733.922363
	Iteration 20F: 3 clusters Score -1.022005e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -10222874.000000 Penalty: 3733.922363
	Iteration 21Q: 3 clusters Score -1.022287e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -10224704.000000 Penalty: 3733.922363
	Iteration 22Q: 3 clusters Score -1.02247e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -10225609.000000 Penalty: 3733.922363
	Iteration 23Q: 3 clusters Score -1.022561e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -10225917.000000 Penalty: 3733.922363
	Iteration 24Q: 3 clusters Score -1.022592e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -10226069.000000 Penalty: 3733.922363
	Iteration 25Q: 3 clusters Score -1.022607e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 97327 members 
Entering Unmasked Estep 
Score: -10226182.000000 Penalty: 3733.922363
	Iteration 26Q: 3 clusters Score -1.022618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -10226228.000000 Penalty: 3733.922363
	Iteration 27Q: 3 clusters Score -1.022623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -10226252.000000 Penalty: 3733.922363
	Iteration 28Q: 3 clusters Score -1.022625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -10226276.000000 Penalty: 3733.922363
	Iteration 29Q: 3 clusters Score -1.022628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -10226279.000000 Penalty: 3733.922363
	Iteration 30Q: 3 clusters Score -1.022628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -10226288.000000 Penalty: 3733.922363
	Iteration 31Q: 3 clusters Score -1.022629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -10226303.000000 Penalty: 3733.922363
	Iteration 32Q: 3 clusters Score -1.02263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -10226301.000000 Penalty: 3733.922363
	Iteration 33Q: 3 clusters Score -1.02263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -10226314.000000 Penalty: 3733.922363
	Iteration 34Q: 3 clusters Score -1.022631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -10226309.000000 Penalty: 3733.922363
	Iteration 35Q: 3 clusters Score -1.022631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -10226308.000000 Penalty: 3733.922363
	Iteration 36Q: 3 clusters Score -1.022631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -10226316.000000 Penalty: 3733.922363
	Iteration 37Q: 3 clusters Score -1.022632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -10226311.000000 Penalty: 3733.922363
	Iteration 38Q: 3 clusters Score -1.022631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -10226316.000000 Penalty: 3733.922363
	Iteration 39Q: 3 clusters Score -1.022632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -10226314.000000 Penalty: 3733.922363
	Iteration 40F: 3 clusters Score -1.022631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -10226322.000000 Penalty: 3733.922363
	Iteration 41Q: 3 clusters Score -1.022632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -10226325.000000 Penalty: 3733.922363
	Iteration 42Q: 3 clusters Score -1.022632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -10226330.000000 Penalty: 3733.922363
	Iteration 43Q: 3 clusters Score -1.022633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -10226340.000000 Penalty: 3733.922363
	Iteration 44Q: 3 clusters Score -1.022634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -10226336.000000 Penalty: 3733.922363
	Iteration 45Q: 3 clusters Score -1.022634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -10226338.000000 Penalty: 3733.922363
	Iteration 46Q: 3 clusters Score -1.022634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -10226355.000000 Penalty: 3733.922363
	Iteration 47Q: 3 clusters Score -1.022636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -10226348.000000 Penalty: 3733.922363
	Iteration 48Q: 3 clusters Score -1.022635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -10226348.000000 Penalty: 3733.922363
	Iteration 49F: 3 clusters Score -1.022635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -297922.937500 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -297922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -295207.031250 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -295207 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -296049.625000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -296049.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -296328.718750 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -296328.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -296502.625000 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -296502.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -296613.968750 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -296614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -296690.593750 Penalty: 2617.099854
	Iteration 5Q: 3 clusters Score -296690.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -296742.156250 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -296742.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -296772.781250 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -296772.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -296800.406250 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -296800.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -296839.250000 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -296839.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -296877.250000 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -296877.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -296910.375000 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -296910.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -296938.781250 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -296938.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -296964.812500 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -296964.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -296984.593750 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -296984.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -297002.750000 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -297002.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -297015.593750 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -297015.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -297022.656250 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -297022.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -297028.687500 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -297028.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -297034.343750 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -297034.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -297043.937500 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -297043.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -297064.593750 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -297064.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -297074.312500 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -297074.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -297080.343750 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -297080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -297082.968750 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -297083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -297084.875000 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -297084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -297087.375000 Penalty: 2617.099854
	Iteration 26Q: 3 clusters Score -297087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -297087.843750 Penalty: 2617.099854
	Iteration 27Q: 3 clusters Score -297087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -297088.562500 Penalty: 2617.099854
	Iteration 28Q: 3 clusters Score -297088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -297091.218750 Penalty: 2617.099854
	Iteration 29Q: 3 clusters Score -297091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -297095.062500 Penalty: 2617.099854
	Iteration 30Q: 3 clusters Score -297095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -297098.906250 Penalty: 2617.099854
	Iteration 31Q: 3 clusters Score -297098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -297100.031250 Penalty: 2617.099854
	Iteration 32Q: 3 clusters Score -297100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -297100.468750 Penalty: 2617.099854
	Iteration 33Q: 3 clusters Score -297100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -297100.468750 Penalty: 2617.099854
	Iteration 34F: 3 clusters Score -297100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Entering Unmasked Estep 
Score: -2541123.000000 Penalty: 1655.358765
	Iteration 0F: 2 clusters Score -2541123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2523244.250000 Penalty: 3310.717529
	Iteration 0F: 3 clusters Score -2523244 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2530248.500000 Penalty: 3310.717529
	Iteration 1F: 3 clusters Score -2530248 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2530902.500000 Penalty: 3310.717529
	Iteration 2F: 3 clusters Score -2530902 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2531525.250000 Penalty: 3310.717529
	Iteration 3F: 3 clusters Score -2531525 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2532218.250000 Penalty: 3310.717529
	Iteration 4F: 3 clusters Score -2532218 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2532958.000000 Penalty: 3310.717529
	Iteration 5F: 3 clusters Score -2532958 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2533731.250000 Penalty: 3310.717529
	Iteration 6F: 3 clusters Score -2533731 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2534562.000000 Penalty: 3310.717529
	Iteration 7F: 3 clusters Score -2534562 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2535406.000000 Penalty: 3310.717529
	Iteration 8F: 3 clusters Score -2535406 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2536307.750000 Penalty: 3310.717529
	Iteration 9Q: 3 clusters Score -2536308 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2537151.750000 Penalty: 3310.717529
	Iteration 10Q: 3 clusters Score -2537152 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2537866.000000 Penalty: 3310.717529
	Iteration 11Q: 3 clusters Score -2537866 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2538484.750000 Penalty: 3310.717529
	Iteration 12Q: 3 clusters Score -2538485 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2538975.250000 Penalty: 3310.717529
	Iteration 13Q: 3 clusters Score -2538975 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2539345.250000 Penalty: 3310.717529
	Iteration 14Q: 3 clusters Score -2539345 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2539586.000000 Penalty: 3310.717529
	Iteration 15Q: 3 clusters Score -2539586 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2539769.500000 Penalty: 3310.717529
	Iteration 16Q: 3 clusters Score -2539770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2539912.750000 Penalty: 3310.717529
	Iteration 17Q: 3 clusters Score -2539913 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2540019.750000 Penalty: 3310.717529
	Iteration 18Q: 3 clusters Score -2540020 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2540122.750000 Penalty: 3310.717529
	Iteration 19Q: 3 clusters Score -2540123 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2540250.000000 Penalty: 3310.717529
	Iteration 20F: 3 clusters Score -2540250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2540347.000000 Penalty: 3310.717529
	Iteration 21Q: 3 clusters Score -2540347 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -2540404.500000 Penalty: 3310.717529
	Iteration 22Q: 3 clusters Score -2540404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2540451.750000 Penalty: 3310.717529
	Iteration 23Q: 3 clusters Score -2540452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2540484.750000 Penalty: 3310.717529
	Iteration 24Q: 3 clusters Score -2540485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2540508.000000 Penalty: 3310.717529
	Iteration 25Q: 3 clusters Score -2540508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2540534.500000 Penalty: 3310.717529
	Iteration 26Q: 3 clusters Score -2540534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2540557.250000 Penalty: 3310.717529
	Iteration 27Q: 3 clusters Score -2540557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2540569.000000 Penalty: 3310.717529
	Iteration 28Q: 3 clusters Score -2540569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2540573.500000 Penalty: 3310.717529
	Iteration 29Q: 3 clusters Score -2540574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -2540578.250000 Penalty: 3310.717529
	Iteration 30Q: 3 clusters Score -2540578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2540584.500000 Penalty: 3310.717529
	Iteration 31Q: 3 clusters Score -2540584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2540590.250000 Penalty: 3310.717529
	Iteration 32Q: 3 clusters Score -2540590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2540590.750000 Penalty: 3310.717529
	Iteration 33Q: 3 clusters Score -2540591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2540592.750000 Penalty: 3310.717529
	Iteration 34Q: 3 clusters Score -2540593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -2540594.500000 Penalty: 3310.717529
	Iteration 35Q: 3 clusters Score -2540594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2540598.500000 Penalty: 3310.717529
	Iteration 36Q: 3 clusters Score -2540598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2540603.000000 Penalty: 3310.717529
	Iteration 37Q: 3 clusters Score -2540603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2540601.250000 Penalty: 3310.717529
	Iteration 38Q: 3 clusters Score -2540601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2540604.750000 Penalty: 3310.717529
	Iteration 39Q: 3 clusters Score -2540605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2540604.000000 Penalty: 3310.717529
	Iteration 40F: 3 clusters Score -2540604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -2540606.500000 Penalty: 3310.717529
	Iteration 41Q: 3 clusters Score -2540606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2540608.250000 Penalty: 3310.717529
	Iteration 42Q: 3 clusters Score -2540608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2540609.500000 Penalty: 3310.717529
	Iteration 43Q: 3 clusters Score -2540610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2540610.000000 Penalty: 3310.717529
	Iteration 44Q: 3 clusters Score -2540610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2540610.000000 Penalty: 3310.717529
	Iteration 45F: 3 clusters Score -2540610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -421086.218750 Penalty: 1362.196289
	Iteration 0F: 2 clusters Score -421086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -417470.093750 Penalty: 2724.392578
	Iteration 0F: 3 clusters Score -417470.1 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -418588.062500 Penalty: 2724.392578
	Iteration 1F: 3 clusters Score -418588.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -418888.437500 Penalty: 2724.392578
	Iteration 2F: 3 clusters Score -418888.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -419200.500000 Penalty: 2724.392578
	Iteration 3F: 3 clusters Score -419200.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -419535.718750 Penalty: 2724.392578
	Iteration 4F: 3 clusters Score -419535.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -419937.343750 Penalty: 2724.392578
	Iteration 5F: 3 clusters Score -419937.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -420308.250000 Penalty: 2724.392578
	Iteration 6F: 3 clusters Score -420308.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -420542.781250 Penalty: 2724.392578
	Iteration 7F: 3 clusters Score -420542.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -420669.593750 Penalty: 2724.392578
	Iteration 8Q: 3 clusters Score -420669.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -420746.625000 Penalty: 2724.392578
	Iteration 9Q: 3 clusters Score -420746.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -420789.218750 Penalty: 2724.392578
	Iteration 10Q: 3 clusters Score -420789.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420821.656250 Penalty: 2724.392578
	Iteration 11Q: 3 clusters Score -420821.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -420842.312500 Penalty: 2724.392578
	Iteration 12Q: 3 clusters Score -420842.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -420851.156250 Penalty: 2724.392578
	Iteration 13Q: 3 clusters Score -420851.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -420860.562500 Penalty: 2724.392578
	Iteration 14Q: 3 clusters Score -420860.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -420868.281250 Penalty: 2724.392578
	Iteration 15Q: 3 clusters Score -420868.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -420875.031250 Penalty: 2724.392578
	Iteration 16Q: 3 clusters Score -420875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -420883.531250 Penalty: 2724.392578
	Iteration 17Q: 3 clusters Score -420883.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -420888.531250 Penalty: 2724.392578
	Iteration 18Q: 3 clusters Score -420888.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -420893.593750 Penalty: 2724.392578
	Iteration 19Q: 3 clusters Score -420893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -420898.093750 Penalty: 2724.392578
	Iteration 20F: 3 clusters Score -420898.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -420904.750000 Penalty: 2724.392578
	Iteration 21Q: 3 clusters Score -420904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -420908.625000 Penalty: 2724.392578
	Iteration 22Q: 3 clusters Score -420908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -420911.875000 Penalty: 2724.392578
	Iteration 23Q: 3 clusters Score -420911.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -420915.093750 Penalty: 2724.392578
	Iteration 24Q: 3 clusters Score -420915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -420919.812500 Penalty: 2724.392578
	Iteration 25Q: 3 clusters Score -420919.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -420927.281250 Penalty: 2724.392578
	Iteration 26Q: 3 clusters Score -420927.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -420939.531250 Penalty: 2724.392578
	Iteration 27Q: 3 clusters Score -420939.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -420948.218750 Penalty: 2724.392578
	Iteration 28Q: 3 clusters Score -420948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -420952.062500 Penalty: 2724.392578
	Iteration 29Q: 3 clusters Score -420952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -420955.562500 Penalty: 2724.392578
	Iteration 30Q: 3 clusters Score -420955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -420957.406250 Penalty: 2724.392578
	Iteration 31Q: 3 clusters Score -420957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -420957.062500 Penalty: 2724.392578
	Iteration 32Q: 3 clusters Score -420957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -420957.062500 Penalty: 2724.392578
	Iteration 33F: 3 clusters Score -420957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -472208.843750 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -472208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -468285.593750 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -468285.6 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -469538.062500 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -469538.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -469754.468750 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -469754.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -469906.843750 Penalty: 2764.690186
	Iteration 3F: 3 clusters Score -469906.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -470069.093750 Penalty: 2764.690186
	Iteration 4Q: 3 clusters Score -470069.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -470287.031250 Penalty: 2764.690186
	Iteration 5Q: 3 clusters Score -470287 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -470452.968750 Penalty: 2764.690186
	Iteration 6F: 3 clusters Score -470453 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -470596.781250 Penalty: 2764.690186
	Iteration 7Q: 3 clusters Score -470596.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -470726.437500 Penalty: 2764.690186
	Iteration 8Q: 3 clusters Score -470726.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -470894.843750 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -470894.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -471045.625000 Penalty: 2764.690186
	Iteration 10Q: 3 clusters Score -471045.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -471172.218750 Penalty: 2764.690186
	Iteration 11Q: 3 clusters Score -471172.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -471284.468750 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -471284.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -471385.312500 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -471385.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -471483.187500 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -471483.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -471565.437500 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -471565.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -471629.875000 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -471629.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -471670.968750 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -471671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -471699.406250 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -471699.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -471714.906250 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -471714.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -471725.500000 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -471725.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -471742.250000 Penalty: 2764.690186
	Iteration 21Q: 3 clusters Score -471742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -471753.718750 Penalty: 2764.690186
	Iteration 22Q: 3 clusters Score -471753.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -471769.781250 Penalty: 2764.690186
	Iteration 23Q: 3 clusters Score -471769.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -471780.812500 Penalty: 2764.690186
	Iteration 24Q: 3 clusters Score -471780.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -471792.125000 Penalty: 2764.690186
	Iteration 25Q: 3 clusters Score -471792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -471798.906250 Penalty: 2764.690186
	Iteration 26Q: 3 clusters Score -471798.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -471804.812500 Penalty: 2764.690186
	Iteration 27Q: 3 clusters Score -471804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -471807.281250 Penalty: 2764.690186
	Iteration 28Q: 3 clusters Score -471807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -471811.593750 Penalty: 2764.690186
	Iteration 29Q: 3 clusters Score -471811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -471813.312500 Penalty: 2764.690186
	Iteration 30Q: 3 clusters Score -471813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -471815.281250 Penalty: 2764.690186
	Iteration 31Q: 3 clusters Score -471815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -471817.093750 Penalty: 2764.690186
	Iteration 32Q: 3 clusters Score -471817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -471820.906250 Penalty: 2764.690186
	Iteration 33Q: 3 clusters Score -471820.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -471822.406250 Penalty: 2764.690186
	Iteration 34Q: 3 clusters Score -471822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -471823.062500 Penalty: 2764.690186
	Iteration 35Q: 3 clusters Score -471823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -471825.031250 Penalty: 2764.690186
	Iteration 36Q: 3 clusters Score -471825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -471826.375000 Penalty: 2764.690186
	Iteration 37Q: 3 clusters Score -471826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -471828.812500 Penalty: 2764.690186
	Iteration 38Q: 3 clusters Score -471828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -471829.343750 Penalty: 2764.690186
	Iteration 39Q: 3 clusters Score -471829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -471832.875000 Penalty: 2764.690186
	Iteration 40F: 3 clusters Score -471832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -471833.968750 Penalty: 2764.690186
	Iteration 41Q: 3 clusters Score -471834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -471836.812500 Penalty: 2764.690186
	Iteration 42Q: 3 clusters Score -471836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -471838.312500 Penalty: 2764.690186
	Iteration 43Q: 3 clusters Score -471838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -471839.156250 Penalty: 2764.690186
	Iteration 44Q: 3 clusters Score -471839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -471838.875000 Penalty: 2764.690186
	Iteration 45Q: 3 clusters Score -471838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -471841.312500 Penalty: 2764.690186
	Iteration 46Q: 3 clusters Score -471841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -471843.812500 Penalty: 2764.690186
	Iteration 47Q: 3 clusters Score -471843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -471844.500000 Penalty: 2764.690186
	Iteration 48Q: 3 clusters Score -471844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -471845.687500 Penalty: 2764.690186
	Iteration 49Q: 3 clusters Score -471845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -471846.906250 Penalty: 2764.690186
	Iteration 50Q: 3 clusters Score -471846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -471847.656250 Penalty: 2764.690186
	Iteration 51Q: 3 clusters Score -471847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -471847.656250 Penalty: 2764.690186
	Iteration 52F: 3 clusters Score -471847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -573331.937500 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -573331.9 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 2814 members 
Entering Unmasked Estep 
Score: -568877.875000 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -568877.9 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -570355.375000 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -570355.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -570789.375000 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -570789.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -571249.437500 Penalty: 2813.679932
	Iteration 3F: 3 clusters Score -571249.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -571747.812500 Penalty: 2813.679932
	Iteration 4F: 3 clusters Score -571747.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -572211.937500 Penalty: 2813.679932
	Iteration 5F: 3 clusters Score -572211.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -572601.562500 Penalty: 2813.679932
	Iteration 6F: 3 clusters Score -572601.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -572872.062500 Penalty: 2813.679932
	Iteration 7Q: 3 clusters Score -572872.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -573016.625000 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -573016.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -573090.437500 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -573090.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -573121.437500 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -573121.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -573135.250000 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -573135.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -573140.125000 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -573140.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -573143.687500 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -573143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -573143.437500 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -573143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -573143.875000 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -573143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -573144.250000 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -573144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -573144.125000 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -573144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -573147.125000 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -573147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -573149.937500 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -573149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -573150.500000 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -573150.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -573150.625000 Penalty: 2813.679932
	Iteration 21Q: 3 clusters Score -573150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -573150.625000 Penalty: 2813.679932
	Iteration 22Q: 3 clusters Score -573150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -573150.625000 Penalty: 2813.679932
	Iteration 23F: 3 clusters Score -573150.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Entering Unmasked Estep 
Score: -5682674.000000 Penalty: 1771.101929
	Iteration 0F: 2 clusters Score -5682674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5646513.000000 Penalty: 3542.203857
	Iteration 0F: 3 clusters Score -5646513 nChanged 25433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5661297.500000 Penalty: 3542.203857
	Iteration 1F: 3 clusters Score -5661298 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -5662467.000000 Penalty: 3542.203857
	Iteration 2Q: 3 clusters Score -5662467 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -5664370.500000 Penalty: 3542.203857
	Iteration 3F: 3 clusters Score -5664370 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -5666734.000000 Penalty: 3542.203857
	Iteration 4F: 3 clusters Score -5666734 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5669238.500000 Penalty: 3542.203857
	Iteration 5F: 3 clusters Score -5669238 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5671478.000000 Penalty: 3542.203857
	Iteration 6F: 3 clusters Score -5671478 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5673162.500000 Penalty: 3542.203857
	Iteration 7F: 3 clusters Score -5673162 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -5674456.000000 Penalty: 3542.203857
	Iteration 8Q: 3 clusters Score -5674456 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -5675551.500000 Penalty: 3542.203857
	Iteration 9Q: 3 clusters Score -5675552 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -5676542.500000 Penalty: 3542.203857
	Iteration 10Q: 3 clusters Score -5676542 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -5677426.500000 Penalty: 3542.203857
	Iteration 11Q: 3 clusters Score -5677426 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -5678142.500000 Penalty: 3542.203857
	Iteration 12Q: 3 clusters Score -5678142 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -5678792.000000 Penalty: 3542.203857
	Iteration 13Q: 3 clusters Score -5678792 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -5679335.500000 Penalty: 3542.203857
	Iteration 14Q: 3 clusters Score -5679336 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -5679713.500000 Penalty: 3542.203857
	Iteration 15Q: 3 clusters Score -5679714 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -5680086.500000 Penalty: 3542.203857
	Iteration 16Q: 3 clusters Score -5680086 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -5680341.000000 Penalty: 3542.203857
	Iteration 17Q: 3 clusters Score -5680341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -5680551.500000 Penalty: 3542.203857
	Iteration 18Q: 3 clusters Score -5680552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -5680736.500000 Penalty: 3542.203857
	Iteration 19Q: 3 clusters Score -5680736 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -5680867.000000 Penalty: 3542.203857
	Iteration 20F: 3 clusters Score -5680867 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -5680961.000000 Penalty: 3542.203857
	Iteration 21Q: 3 clusters Score -5680961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -5681031.000000 Penalty: 3542.203857
	Iteration 22Q: 3 clusters Score -5681031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -5681091.000000 Penalty: 3542.203857
	Iteration 23Q: 3 clusters Score -5681091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -5681117.000000 Penalty: 3542.203857
	Iteration 24Q: 3 clusters Score -5681117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -5681117.000000 Penalty: 3542.203857
	Iteration 25Q: 3 clusters Score -5681117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -5681136.000000 Penalty: 3542.203857
	Iteration 26Q: 3 clusters Score -5681136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5681139.500000 Penalty: 3542.203857
	Iteration 27Q: 3 clusters Score -5681140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -5681138.500000 Penalty: 3542.203857
	Iteration 28Q: 3 clusters Score -5681138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -5681149.500000 Penalty: 3542.203857
	Iteration 29Q: 3 clusters Score -5681150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -5681154.500000 Penalty: 3542.203857
	Iteration 30Q: 3 clusters Score -5681154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -5681158.500000 Penalty: 3542.203857
	Iteration 31Q: 3 clusters Score -5681158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -5681157.000000 Penalty: 3542.203857
	Iteration 32Q: 3 clusters Score -5681157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -5681168.500000 Penalty: 3542.203857
	Iteration 33Q: 3 clusters Score -5681168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -5681170.000000 Penalty: 3542.203857
	Iteration 34Q: 3 clusters Score -5681170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -5681176.500000 Penalty: 3542.203857
	Iteration 35Q: 3 clusters Score -5681176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -5681178.000000 Penalty: 3542.203857
	Iteration 36Q: 3 clusters Score -5681178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5681177.000000 Penalty: 3542.203857
	Iteration 37Q: 3 clusters Score -5681177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5681177.000000 Penalty: 3542.203857
	Iteration 38F: 3 clusters Score -5681177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -270546.906250 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -270546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -268056.468750 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -268056.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -268709.000000 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -268709 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268872.281250 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -268872.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -268994.718750 Penalty: 2569.028809
	Iteration 3F: 3 clusters Score -268994.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269069.187500 Penalty: 2569.028809
	Iteration 4Q: 3 clusters Score -269069.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -269117.937500 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -269117.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -269162.531250 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -269162.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -269195.343750 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -269195.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -269218.812500 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -269218.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -269244.250000 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -269244.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -269269.843750 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -269269.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -269289.875000 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -269289.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -269301.812500 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -269301.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -269316.687500 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -269316.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -269327.625000 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -269327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -269340.625000 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -269340.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -269357.343750 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -269357.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -269369.125000 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -269369.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -269384.843750 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -269384.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -269394.250000 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -269394.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -269402.031250 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -269402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -269408.312500 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -269408.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -269413.968750 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -269414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -269419.156250 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -269419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269421.593750 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -269421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -269425.937500 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -269425.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -269433.468750 Penalty: 2569.028809
	Iteration 26Q: 3 clusters Score -269433.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269442.468750 Penalty: 2569.028809
	Iteration 27Q: 3 clusters Score -269442.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269446.375000 Penalty: 2569.028809
	Iteration 28Q: 3 clusters Score -269446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -269449.593750 Penalty: 2569.028809
	Iteration 29Q: 3 clusters Score -269449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269455.968750 Penalty: 2569.028809
	Iteration 30Q: 3 clusters Score -269456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -269459.656250 Penalty: 2569.028809
	Iteration 31Q: 3 clusters Score -269459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -269461.781250 Penalty: 2569.028809
	Iteration 32Q: 3 clusters Score -269461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -269462.343750 Penalty: 2569.028809
	Iteration 33Q: 3 clusters Score -269462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -269464.093750 Penalty: 2569.028809
	Iteration 34Q: 3 clusters Score -269464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -269466.093750 Penalty: 2569.028809
	Iteration 35Q: 3 clusters Score -269466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -269467.343750 Penalty: 2569.028809
	Iteration 36Q: 3 clusters Score -269467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -269469.281250 Penalty: 2569.028809
	Iteration 37Q: 3 clusters Score -269469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -269469.843750 Penalty: 2569.028809
	Iteration 38Q: 3 clusters Score -269469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -269470.875000 Penalty: 2569.028809
	Iteration 39Q: 3 clusters Score -269470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -269472.218750 Penalty: 2569.028809
	Iteration 40F: 3 clusters Score -269472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -269474.531250 Penalty: 2569.028809
	Iteration 41Q: 3 clusters Score -269474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -269476.093750 Penalty: 2569.028809
	Iteration 42Q: 3 clusters Score -269476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269476.687500 Penalty: 2569.028809
	Iteration 43Q: 3 clusters Score -269476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -269478.593750 Penalty: 2569.028809
	Iteration 44Q: 3 clusters Score -269478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -269481.718750 Penalty: 2569.028809
	Iteration 45Q: 3 clusters Score -269481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -269483.875000 Penalty: 2569.028809
	Iteration 46Q: 3 clusters Score -269483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -269485.937500 Penalty: 2569.028809
	Iteration 47Q: 3 clusters Score -269485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269487.156250 Penalty: 2569.028809
	Iteration 48Q: 3 clusters Score -269487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -269488.781250 Penalty: 2569.028809
	Iteration 49Q: 3 clusters Score -269488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -269490.656250 Penalty: 2569.028809
	Iteration 50Q: 3 clusters Score -269490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269493.906250 Penalty: 2569.028809
	Iteration 51Q: 3 clusters Score -269493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -269501.156250 Penalty: 2569.028809
	Iteration 52Q: 3 clusters Score -269501.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -269506.125000 Penalty: 2569.028809
	Iteration 53Q: 3 clusters Score -269506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -269509.531250 Penalty: 2569.028809
	Iteration 54Q: 3 clusters Score -269509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -269512.312500 Penalty: 2569.028809
	Iteration 55Q: 3 clusters Score -269512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -269514.406250 Penalty: 2569.028809
	Iteration 56Q: 3 clusters Score -269514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -269516.125000 Penalty: 2569.028809
	Iteration 57Q: 3 clusters Score -269516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -269518.781250 Penalty: 2569.028809
	Iteration 58Q: 3 clusters Score -269518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -269521.187500 Penalty: 2569.028809
	Iteration 59Q: 3 clusters Score -269521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269525.343750 Penalty: 2569.028809
	Iteration 60F: 3 clusters Score -269525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -269528.875000 Penalty: 2569.028809
	Iteration 61Q: 3 clusters Score -269528.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -269533.968750 Penalty: 2569.028809
	Iteration 62Q: 3 clusters Score -269534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -269536.531250 Penalty: 2569.028809
	Iteration 63Q: 3 clusters Score -269536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -269538.843750 Penalty: 2569.028809
	Iteration 64Q: 3 clusters Score -269538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -269539.906250 Penalty: 2569.028809
	Iteration 65Q: 3 clusters Score -269539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -269541.656250 Penalty: 2569.028809
	Iteration 66Q: 3 clusters Score -269541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -269544.593750 Penalty: 2569.028809
	Iteration 67Q: 3 clusters Score -269544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -269546.312500 Penalty: 2569.028809
	Iteration 68Q: 3 clusters Score -269546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -269549.093750 Penalty: 2569.028809
	Iteration 69Q: 3 clusters Score -269549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -269551.781250 Penalty: 2569.028809
	Iteration 70Q: 3 clusters Score -269551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -269552.781250 Penalty: 2569.028809
	Iteration 71Q: 3 clusters Score -269552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -269553.218750 Penalty: 2569.028809
	Iteration 72Q: 3 clusters Score -269553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -269553.843750 Penalty: 2569.028809
	Iteration 73Q: 3 clusters Score -269553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -269553.843750 Penalty: 2569.028809
	Iteration 74Q: 3 clusters Score -269553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -269555.437500 Penalty: 2569.028809
	Iteration 75Q: 3 clusters Score -269555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -269556.375000 Penalty: 2569.028809
	Iteration 76Q: 3 clusters Score -269556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -269557.562500 Penalty: 2569.028809
	Iteration 77Q: 3 clusters Score -269557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -269558.125000 Penalty: 2569.028809
	Iteration 78Q: 3 clusters Score -269558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -269558.437500 Penalty: 2569.028809
	Iteration 79Q: 3 clusters Score -269558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -269558.531250 Penalty: 2569.028809
	Iteration 80F: 3 clusters Score -269558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -269558.937500 Penalty: 2569.028809
	Iteration 81Q: 3 clusters Score -269558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -269559.500000 Penalty: 2569.028809
	Iteration 82Q: 3 clusters Score -269559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -269560.656250 Penalty: 2569.028809
	Iteration 83Q: 3 clusters Score -269560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -269560.656250 Penalty: 2569.028809
	Iteration 84F: 3 clusters Score -269560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Entering Unmasked Estep 
Score: -1193761.125000 Penalty: 1522.567993
	Iteration 0F: 2 clusters Score -1193761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1185411.375000 Penalty: 3045.135986
	Iteration 0F: 3 clusters Score -1185411 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1188131.625000 Penalty: 3045.135986
	Iteration 1F: 3 clusters Score -1188132 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1188438.000000 Penalty: 3045.135986
	Iteration 2F: 3 clusters Score -1188438 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1188712.000000 Penalty: 3045.135986
	Iteration 3F: 3 clusters Score -1188712 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1188945.375000 Penalty: 3045.135986
	Iteration 4Q: 3 clusters Score -1188945 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1189134.375000 Penalty: 3045.135986
	Iteration 5Q: 3 clusters Score -1189134 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1189299.750000 Penalty: 3045.135986
	Iteration 6Q: 3 clusters Score -1189300 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1189478.625000 Penalty: 3045.135986
	Iteration 7Q: 3 clusters Score -1189479 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1189701.125000 Penalty: 3045.135986
	Iteration 8Q: 3 clusters Score -1189701 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1189906.250000 Penalty: 3045.135986
	Iteration 9Q: 3 clusters Score -1189906 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1190163.750000 Penalty: 3045.135986
	Iteration 10Q: 3 clusters Score -1190164 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1190507.000000 Penalty: 3045.135986
	Iteration 11Q: 3 clusters Score -1190507 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1190932.625000 Penalty: 3045.135986
	Iteration 12Q: 3 clusters Score -1190933 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1191364.250000 Penalty: 3045.135986
	Iteration 13Q: 3 clusters Score -1191364 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1191712.000000 Penalty: 3045.135986
	Iteration 14Q: 3 clusters Score -1191712 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1191909.125000 Penalty: 3045.135986
	Iteration 15Q: 3 clusters Score -1191909 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1192011.625000 Penalty: 3045.135986
	Iteration 16Q: 3 clusters Score -1192012 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1192053.125000 Penalty: 3045.135986
	Iteration 17Q: 3 clusters Score -1192053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1192079.000000 Penalty: 3045.135986
	Iteration 18Q: 3 clusters Score -1192079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1192095.500000 Penalty: 3045.135986
	Iteration 19Q: 3 clusters Score -1192096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1192101.500000 Penalty: 3045.135986
	Iteration 20F: 3 clusters Score -1192102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1192105.000000 Penalty: 3045.135986
	Iteration 21Q: 3 clusters Score -1192105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1192109.875000 Penalty: 3045.135986
	Iteration 22Q: 3 clusters Score -1192110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1192114.500000 Penalty: 3045.135986
	Iteration 23Q: 3 clusters Score -1192114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1192117.250000 Penalty: 3045.135986
	Iteration 24Q: 3 clusters Score -1192117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1192117.875000 Penalty: 3045.135986
	Iteration 25Q: 3 clusters Score -1192118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1192120.875000 Penalty: 3045.135986
	Iteration 26Q: 3 clusters Score -1192121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1192125.250000 Penalty: 3045.135986
	Iteration 27Q: 3 clusters Score -1192125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1192126.750000 Penalty: 3045.135986
	Iteration 28Q: 3 clusters Score -1192127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1192128.375000 Penalty: 3045.135986
	Iteration 29Q: 3 clusters Score -1192128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1192127.625000 Penalty: 3045.135986
	Iteration 30Q: 3 clusters Score -1192128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1192128.125000 Penalty: 3045.135986
	Iteration 31Q: 3 clusters Score -1192128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1192129.000000 Penalty: 3045.135986
	Iteration 32Q: 3 clusters Score -1192129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1192130.375000 Penalty: 3045.135986
	Iteration 33Q: 3 clusters Score -1192130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1192129.875000 Penalty: 3045.135986
	Iteration 34Q: 3 clusters Score -1192130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1192131.250000 Penalty: 3045.135986
	Iteration 35Q: 3 clusters Score -1192131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1192132.500000 Penalty: 3045.135986
	Iteration 36Q: 3 clusters Score -1192132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1192132.125000 Penalty: 3045.135986
	Iteration 37Q: 3 clusters Score -1192132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1192136.000000 Penalty: 3045.135986
	Iteration 38Q: 3 clusters Score -1192136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1192135.625000 Penalty: 3045.135986
	Iteration 39Q: 3 clusters Score -1192136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1192136.000000 Penalty: 3045.135986
	Iteration 40F: 3 clusters Score -1192136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1192137.875000 Penalty: 3045.135986
	Iteration 41Q: 3 clusters Score -1192138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1192139.125000 Penalty: 3045.135986
	Iteration 42Q: 3 clusters Score -1192139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1192139.500000 Penalty: 3045.135986
	Iteration 43Q: 3 clusters Score -1192140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1192139.875000 Penalty: 3045.135986
	Iteration 44Q: 3 clusters Score -1192140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1192140.375000 Penalty: 3045.135986
	Iteration 45Q: 3 clusters Score -1192140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1192141.000000 Penalty: 3045.135986
	Iteration 46Q: 3 clusters Score -1192141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1192146.250000 Penalty: 3045.135986
	Iteration 47Q: 3 clusters Score -1192146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1192147.625000 Penalty: 3045.135986
	Iteration 48Q: 3 clusters Score -1192148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1192149.500000 Penalty: 3045.135986
	Iteration 49Q: 3 clusters Score -1192150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1192150.875000 Penalty: 3045.135986
	Iteration 50Q: 3 clusters Score -1192151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1192150.125000 Penalty: 3045.135986
	Iteration 51Q: 3 clusters Score -1192150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1192152.250000 Penalty: 3045.135986
	Iteration 52Q: 3 clusters Score -1192152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1192155.375000 Penalty: 3045.135986
	Iteration 53Q: 3 clusters Score -1192155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1192155.250000 Penalty: 3045.135986
	Iteration 54Q: 3 clusters Score -1192155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1192155.625000 Penalty: 3045.135986
	Iteration 55Q: 3 clusters Score -1192156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1192155.250000 Penalty: 3045.135986
	Iteration 56Q: 3 clusters Score -1192155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1192157.000000 Penalty: 3045.135986
	Iteration 57Q: 3 clusters Score -1192157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1192157.125000 Penalty: 3045.135986
	Iteration 58Q: 3 clusters Score -1192157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1192157.000000 Penalty: 3045.135986
	Iteration 59Q: 3 clusters Score -1192157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1192158.000000 Penalty: 3045.135986
	Iteration 60F: 3 clusters Score -1192158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -241339.687500 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -241339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -238867.250000 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -238867.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -239689.421875 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -239689.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -239991.171875 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -239991.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -240202.640625 Penalty: 2571.537598
	Iteration 3F: 3 clusters Score -240202.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -240384.281250 Penalty: 2571.537598
	Iteration 4F: 3 clusters Score -240384.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -240581.234375 Penalty: 2571.537598
	Iteration 5F: 3 clusters Score -240581.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -240747.281250 Penalty: 2571.537598
	Iteration 6F: 3 clusters Score -240747.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -240906.875000 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -240906.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -241037.562500 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -241037.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -241126.062500 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -241126.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -241185.671875 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -241185.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -241243.859375 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -241243.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -241321.531250 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -241321.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -241402.109375 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -241402.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -241467.171875 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -241467.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241534.218750 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -241534.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -241590.109375 Penalty: 2571.537598
	Iteration 16Q: 3 clusters Score -241590.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241627.703125 Penalty: 2571.537598
	Iteration 17Q: 3 clusters Score -241627.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241648.031250 Penalty: 2571.537598
	Iteration 18Q: 3 clusters Score -241648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -241667.484375 Penalty: 2571.537598
	Iteration 19Q: 3 clusters Score -241667.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -241694.562500 Penalty: 2571.537598
	Iteration 20F: 3 clusters Score -241694.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -241729.156250 Penalty: 2571.537598
	Iteration 21Q: 3 clusters Score -241729.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241739.093750 Penalty: 2571.537598
	Iteration 22Q: 3 clusters Score -241739.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -241743.921875 Penalty: 2571.537598
	Iteration 23Q: 3 clusters Score -241743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -241745.750000 Penalty: 2571.537598
	Iteration 24Q: 3 clusters Score -241745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -241745.906250 Penalty: 2571.537598
	Iteration 25Q: 3 clusters Score -241745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -241745.906250 Penalty: 2571.537598
	Iteration 26F: 3 clusters Score -241745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 1521 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 1210 members 
Entering Unmasked Estep 
Score: -154068192.000000 Penalty: 111104.703125
Splitting cluster 33 changes total score from -154068768.000000 to -154068192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -745242.375000 Penalty: 1438.278931
	Iteration 0F: 2 clusters Score -745242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -739981.937500 Penalty: 2876.557861
	Iteration 0F: 3 clusters Score -739981.9 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -741442.562500 Penalty: 2876.557861
	Iteration 1F: 3 clusters Score -741442.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -741695.312500 Penalty: 2876.557861
	Iteration 2F: 3 clusters Score -741695.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -741855.000000 Penalty: 2876.557861
	Iteration 3F: 3 clusters Score -741855 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -741978.062500 Penalty: 2876.557861
	Iteration 4Q: 3 clusters Score -741978.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -742105.750000 Penalty: 2876.557861
	Iteration 5Q: 3 clusters Score -742105.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -742275.062500 Penalty: 2876.557861
	Iteration 6Q: 3 clusters Score -742275.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -742450.812500 Penalty: 2876.557861
	Iteration 7Q: 3 clusters Score -742450.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -742663.250000 Penalty: 2876.557861
	Iteration 8Q: 3 clusters Score -742663.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -742911.187500 Penalty: 2876.557861
	Iteration 9Q: 3 clusters Score -742911.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -743137.125000 Penalty: 2876.557861
	Iteration 10Q: 3 clusters Score -743137.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -743349.000000 Penalty: 2876.557861
	Iteration 11Q: 3 clusters Score -743349 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -743488.437500 Penalty: 2876.557861
	Iteration 12Q: 3 clusters Score -743488.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -743595.937500 Penalty: 2876.557861
	Iteration 13Q: 3 clusters Score -743595.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -743678.000000 Penalty: 2876.557861
	Iteration 14Q: 3 clusters Score -743678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -743750.687500 Penalty: 2876.557861
	Iteration 15Q: 3 clusters Score -743750.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -743810.750000 Penalty: 2876.557861
	Iteration 16Q: 3 clusters Score -743810.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -743842.812500 Penalty: 2876.557861
	Iteration 17Q: 3 clusters Score -743842.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -743868.375000 Penalty: 2876.557861
	Iteration 18Q: 3 clusters Score -743868.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -743891.937500 Penalty: 2876.557861
	Iteration 19Q: 3 clusters Score -743891.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -743910.937500 Penalty: 2876.557861
	Iteration 20F: 3 clusters Score -743910.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -743930.625000 Penalty: 2876.557861
	Iteration 21Q: 3 clusters Score -743930.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -743939.562500 Penalty: 2876.557861
	Iteration 22Q: 3 clusters Score -743939.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -743952.625000 Penalty: 2876.557861
	Iteration 23Q: 3 clusters Score -743952.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -743965.125000 Penalty: 2876.557861
	Iteration 24Q: 3 clusters Score -743965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -743975.812500 Penalty: 2876.557861
	Iteration 25Q: 3 clusters Score -743975.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -743982.937500 Penalty: 2876.557861
	Iteration 26Q: 3 clusters Score -743982.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -743988.312500 Penalty: 2876.557861
	Iteration 27Q: 3 clusters Score -743988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -743991.687500 Penalty: 2876.557861
	Iteration 28Q: 3 clusters Score -743991.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -743996.375000 Penalty: 2876.557861
	Iteration 29Q: 3 clusters Score -743996.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -744002.000000 Penalty: 2876.557861
	Iteration 30Q: 3 clusters Score -744002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -744005.125000 Penalty: 2876.557861
	Iteration 31Q: 3 clusters Score -744005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -744006.937500 Penalty: 2876.557861
	Iteration 32Q: 3 clusters Score -744006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -744008.375000 Penalty: 2876.557861
	Iteration 33Q: 3 clusters Score -744008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -744010.375000 Penalty: 2876.557861
	Iteration 34Q: 3 clusters Score -744010.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -744014.125000 Penalty: 2876.557861
	Iteration 35Q: 3 clusters Score -744014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -744015.562500 Penalty: 2876.557861
	Iteration 36Q: 3 clusters Score -744015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -744019.937500 Penalty: 2876.557861
	Iteration 37Q: 3 clusters Score -744019.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -744024.062500 Penalty: 2876.557861
	Iteration 38Q: 3 clusters Score -744024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -744027.625000 Penalty: 2876.557861
	Iteration 39Q: 3 clusters Score -744027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -744030.687500 Penalty: 2876.557861
	Iteration 40F: 3 clusters Score -744030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -744035.625000 Penalty: 2876.557861
	Iteration 41Q: 3 clusters Score -744035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -744037.062500 Penalty: 2876.557861
	Iteration 42Q: 3 clusters Score -744037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -744038.875000 Penalty: 2876.557861
	Iteration 43Q: 3 clusters Score -744038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -744039.437500 Penalty: 2876.557861
	Iteration 44Q: 3 clusters Score -744039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -744039.687500 Penalty: 2876.557861
	Iteration 45Q: 3 clusters Score -744039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -744039.687500 Penalty: 2876.557861
	Iteration 46F: 3 clusters Score -744039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Entering Unmasked Estep 
Score: -3164197.500000 Penalty: 1678.008057
	Iteration 0F: 2 clusters Score -3164198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3143699.250000 Penalty: 3356.016113
	Iteration 0F: 3 clusters Score -3143699 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3151560.500000 Penalty: 3356.016113
	Iteration 1F: 3 clusters Score -3151560 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3151989.750000 Penalty: 3356.016113
	Iteration 2Q: 3 clusters Score -3151990 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3152432.750000 Penalty: 3356.016113
	Iteration 3Q: 3 clusters Score -3152433 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3152810.250000 Penalty: 3356.016113
	Iteration 4Q: 3 clusters Score -3152810 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3153181.750000 Penalty: 3356.016113
	Iteration 5Q: 3 clusters Score -3153182 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3153578.250000 Penalty: 3356.016113
	Iteration 6Q: 3 clusters Score -3153578 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3154011.000000 Penalty: 3356.016113
	Iteration 7Q: 3 clusters Score -3154011 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3154553.250000 Penalty: 3356.016113
	Iteration 8Q: 3 clusters Score -3154553 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3155199.000000 Penalty: 3356.016113
	Iteration 9Q: 3 clusters Score -3155199 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3156047.000000 Penalty: 3356.016113
	Iteration 10Q: 3 clusters Score -3156047 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3157191.500000 Penalty: 3356.016113
	Iteration 11F: 3 clusters Score -3157192 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3158526.250000 Penalty: 3356.016113
	Iteration 12F: 3 clusters Score -3158526 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3159886.000000 Penalty: 3356.016113
	Iteration 13F: 3 clusters Score -3159886 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3160992.250000 Penalty: 3356.016113
	Iteration 14Q: 3 clusters Score -3160992 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3161700.500000 Penalty: 3356.016113
	Iteration 15Q: 3 clusters Score -3161700 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3162142.000000 Penalty: 3356.016113
	Iteration 16Q: 3 clusters Score -3162142 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3162382.500000 Penalty: 3356.016113
	Iteration 17Q: 3 clusters Score -3162382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3162548.500000 Penalty: 3356.016113
	Iteration 18Q: 3 clusters Score -3162548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3162624.500000 Penalty: 3356.016113
	Iteration 19Q: 3 clusters Score -3162624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3162673.250000 Penalty: 3356.016113
	Iteration 20F: 3 clusters Score -3162673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3162691.000000 Penalty: 3356.016113
	Iteration 21Q: 3 clusters Score -3162691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3162713.750000 Penalty: 3356.016113
	Iteration 22Q: 3 clusters Score -3162714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3162735.000000 Penalty: 3356.016113
	Iteration 23Q: 3 clusters Score -3162735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3162744.500000 Penalty: 3356.016113
	Iteration 24Q: 3 clusters Score -3162744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3162748.000000 Penalty: 3356.016113
	Iteration 25Q: 3 clusters Score -3162748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3162746.000000 Penalty: 3356.016113
	Iteration 26Q: 3 clusters Score -3162746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3162745.250000 Penalty: 3356.016113
	Iteration 27Q: 3 clusters Score -3162745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -3162749.000000 Penalty: 3356.016113
	Iteration 28Q: 3 clusters Score -3162749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -3162749.000000 Penalty: 3356.016113
	Iteration 29F: 3 clusters Score -3162749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Entering Unmasked Estep 
Score: -16196219.000000 Penalty: 1942.733154
	Iteration 0F: 2 clusters Score -1.619622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -16095451.000000 Penalty: 3885.466309
	Iteration 0F: 3 clusters Score -1.609545e+07 nChanged 75053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -16139785.000000 Penalty: 3885.466309
	Iteration 1F: 3 clusters Score -1.613978e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -16141126.000000 Penalty: 3885.466309
	Iteration 2Q: 3 clusters Score -1.614113e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -16142975.000000 Penalty: 3885.466309
	Iteration 3Q: 3 clusters Score -1.614298e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -16145377.000000 Penalty: 3885.466309
	Iteration 4Q: 3 clusters Score -1.614538e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -16148125.000000 Penalty: 3885.466309
	Iteration 5Q: 3 clusters Score -1.614812e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -16151599.000000 Penalty: 3885.466309
	Iteration 6Q: 3 clusters Score -1.61516e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -16156094.000000 Penalty: 3885.466309
	Iteration 7F: 3 clusters Score -1.615609e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -16161389.000000 Penalty: 3885.466309
	Iteration 8F: 3 clusters Score -1.616139e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -16167177.000000 Penalty: 3885.466309
	Iteration 9F: 3 clusters Score -1.616718e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -16172275.000000 Penalty: 3885.466309
	Iteration 10F: 3 clusters Score -1.617228e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -16175873.000000 Penalty: 3885.466309
	Iteration 11Q: 3 clusters Score -1.617587e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -16178550.000000 Penalty: 3885.466309
	Iteration 12Q: 3 clusters Score -1.617855e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115840 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -16180141.000000 Penalty: 3885.466309
	Iteration 13Q: 3 clusters Score -1.618014e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118283 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -16181515.000000 Penalty: 3885.466309
	Iteration 14Q: 3 clusters Score -1.618152e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -16182761.000000 Penalty: 3885.466309
	Iteration 15Q: 3 clusters Score -1.618276e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -16183949.000000 Penalty: 3885.466309
	Iteration 16Q: 3 clusters Score -1.618395e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -16185196.000000 Penalty: 3885.466309
	Iteration 17Q: 3 clusters Score -1.61852e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -16186199.000000 Penalty: 3885.466309
	Iteration 18Q: 3 clusters Score -1.61862e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -16187311.000000 Penalty: 3885.466309
	Iteration 19Q: 3 clusters Score -1.618731e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129994 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -16188383.000000 Penalty: 3885.466309
	Iteration 20F: 3 clusters Score -1.618838e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131414 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -16189233.000000 Penalty: 3885.466309
	Iteration 21Q: 3 clusters Score -1.618923e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132675 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -16190189.000000 Penalty: 3885.466309
	Iteration 22Q: 3 clusters Score -1.619019e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -16190921.000000 Penalty: 3885.466309
	Iteration 23Q: 3 clusters Score -1.619092e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134786 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -16191530.000000 Penalty: 3885.466309
	Iteration 24Q: 3 clusters Score -1.619153e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135665 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -16191963.000000 Penalty: 3885.466309
	Iteration 25Q: 3 clusters Score -1.619196e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -16192444.000000 Penalty: 3885.466309
	Iteration 26Q: 3 clusters Score -1.619244e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137275 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -16192908.000000 Penalty: 3885.466309
	Iteration 27Q: 3 clusters Score -1.619291e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -16193309.000000 Penalty: 3885.466309
	Iteration 28Q: 3 clusters Score -1.619331e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138642 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -16193650.000000 Penalty: 3885.466309
	Iteration 29Q: 3 clusters Score -1.619365e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -16193992.000000 Penalty: 3885.466309
	Iteration 30Q: 3 clusters Score -1.619399e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -16194226.000000 Penalty: 3885.466309
	Iteration 31Q: 3 clusters Score -1.619423e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -16194472.000000 Penalty: 3885.466309
	Iteration 32Q: 3 clusters Score -1.619447e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -16194702.000000 Penalty: 3885.466309
	Iteration 33Q: 3 clusters Score -1.61947e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -16194864.000000 Penalty: 3885.466309
	Iteration 34Q: 3 clusters Score -1.619486e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141900 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -16194963.000000 Penalty: 3885.466309
	Iteration 35Q: 3 clusters Score -1.619496e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -16195056.000000 Penalty: 3885.466309
	Iteration 36Q: 3 clusters Score -1.619506e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -16195105.000000 Penalty: 3885.466309
	Iteration 37Q: 3 clusters Score -1.61951e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -16195122.000000 Penalty: 3885.466309
	Iteration 38Q: 3 clusters Score -1.619512e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143473 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -16195181.000000 Penalty: 3885.466309
	Iteration 39Q: 3 clusters Score -1.619518e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143843 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -16195258.000000 Penalty: 3885.466309
	Iteration 40F: 3 clusters Score -1.619526e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -16195252.000000 Penalty: 3885.466309
	Iteration 41Q: 3 clusters Score -1.619525e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -16195247.000000 Penalty: 3885.466309
	Iteration 42Q: 3 clusters Score -1.619525e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -16195270.000000 Penalty: 3885.466309
	Iteration 43Q: 3 clusters Score -1.619527e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -16195317.000000 Penalty: 3885.466309
	Iteration 44Q: 3 clusters Score -1.619532e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -16195392.000000 Penalty: 3885.466309
	Iteration 45Q: 3 clusters Score -1.619539e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -16195373.000000 Penalty: 3885.466309
	Iteration 46Q: 3 clusters Score -1.619537e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -16195383.000000 Penalty: 3885.466309
	Iteration 47Q: 3 clusters Score -1.619538e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -16195411.000000 Penalty: 3885.466309
	Iteration 48Q: 3 clusters Score -1.619541e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -16195435.000000 Penalty: 3885.466309
	Iteration 49Q: 3 clusters Score -1.619544e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -16195463.000000 Penalty: 3885.466309
	Iteration 50Q: 3 clusters Score -1.619546e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -16195477.000000 Penalty: 3885.466309
	Iteration 51Q: 3 clusters Score -1.619548e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -16195447.000000 Penalty: 3885.466309
	Iteration 52Q: 3 clusters Score -1.619545e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -16195387.000000 Penalty: 3885.466309
	Iteration 53Q: 3 clusters Score -1.619539e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -16195411.000000 Penalty: 3885.466309
	Iteration 54Q: 3 clusters Score -1.619541e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -16195389.000000 Penalty: 3885.466309
	Iteration 55Q: 3 clusters Score -1.619539e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -16195387.000000 Penalty: 3885.466309
	Iteration 56Q: 3 clusters Score -1.619539e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147902 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -16195355.000000 Penalty: 3885.466309
	Iteration 57Q: 3 clusters Score -1.619536e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -16195366.000000 Penalty: 3885.466309
	Iteration 58Q: 3 clusters Score -1.619537e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -16195389.000000 Penalty: 3885.466309
	Iteration 59Q: 3 clusters Score -1.619539e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -16195362.000000 Penalty: 3885.466309
	Iteration 60F: 3 clusters Score -1.619536e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148604 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -16195340.000000 Penalty: 3885.466309
	Iteration 61Q: 3 clusters Score -1.619534e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -16195381.000000 Penalty: 3885.466309
	Iteration 62Q: 3 clusters Score -1.619538e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -16195305.000000 Penalty: 3885.466309
	Iteration 63Q: 3 clusters Score -1.61953e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -16195282.000000 Penalty: 3885.466309
	Iteration 64Q: 3 clusters Score -1.619528e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -16195283.000000 Penalty: 3885.466309
	Iteration 65Q: 3 clusters Score -1.619528e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -16195271.000000 Penalty: 3885.466309
	Iteration 66Q: 3 clusters Score -1.619527e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149608 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -16195266.000000 Penalty: 3885.466309
	Iteration 67Q: 3 clusters Score -1.619527e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -16195247.000000 Penalty: 3885.466309
	Iteration 68Q: 3 clusters Score -1.619525e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149863 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -16195253.000000 Penalty: 3885.466309
	Iteration 69Q: 3 clusters Score -1.619525e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -16195255.000000 Penalty: 3885.466309
	Iteration 70Q: 3 clusters Score -1.619526e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150113 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -16195187.000000 Penalty: 3885.466309
	Iteration 71Q: 3 clusters Score -1.619519e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -16195181.000000 Penalty: 3885.466309
	Iteration 72Q: 3 clusters Score -1.619518e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150374 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -16195182.000000 Penalty: 3885.466309
	Iteration 73Q: 3 clusters Score -1.619518e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -16195203.000000 Penalty: 3885.466309
	Iteration 74Q: 3 clusters Score -1.61952e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -16195170.000000 Penalty: 3885.466309
	Iteration 75Q: 3 clusters Score -1.619517e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -16195162.000000 Penalty: 3885.466309
	Iteration 76Q: 3 clusters Score -1.619516e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -16195202.000000 Penalty: 3885.466309
	Iteration 77Q: 3 clusters Score -1.61952e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -16195204.000000 Penalty: 3885.466309
	Iteration 78Q: 3 clusters Score -1.61952e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -16195160.000000 Penalty: 3885.466309
	Iteration 79Q: 3 clusters Score -1.619516e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -16195156.000000 Penalty: 3885.466309
	Iteration 80F: 3 clusters Score -1.619516e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -16195122.000000 Penalty: 3885.466309
	Iteration 81Q: 3 clusters Score -1.619512e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -16195110.000000 Penalty: 3885.466309
	Iteration 82Q: 3 clusters Score -1.619511e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151880 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -16195060.000000 Penalty: 3885.466309
	Iteration 83Q: 3 clusters Score -1.619506e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -16195057.000000 Penalty: 3885.466309
	Iteration 84Q: 3 clusters Score -1.619506e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -16195052.000000 Penalty: 3885.466309
	Iteration 85Q: 3 clusters Score -1.619505e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -16195071.000000 Penalty: 3885.466309
	Iteration 86Q: 3 clusters Score -1.619507e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -16195023.000000 Penalty: 3885.466309
	Iteration 87Q: 3 clusters Score -1.619502e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16195018.000000 Penalty: 3885.466309
	Iteration 88Q: 3 clusters Score -1.619502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -16194997.000000 Penalty: 3885.466309
	Iteration 89Q: 3 clusters Score -1.6195e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -16194996.000000 Penalty: 3885.466309
	Iteration 90Q: 3 clusters Score -1.6195e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -16194998.000000 Penalty: 3885.466309
	Iteration 91Q: 3 clusters Score -1.6195e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -16194988.000000 Penalty: 3885.466309
	Iteration 92Q: 3 clusters Score -1.619499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152931 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -16194991.000000 Penalty: 3885.466309
	Iteration 93Q: 3 clusters Score -1.619499e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -16194981.000000 Penalty: 3885.466309
	Iteration 94Q: 3 clusters Score -1.619498e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -16194992.000000 Penalty: 3885.466309
	Iteration 95Q: 3 clusters Score -1.619499e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -16194982.000000 Penalty: 3885.466309
	Iteration 96Q: 3 clusters Score -1.619498e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -16194976.000000 Penalty: 3885.466309
	Iteration 97Q: 3 clusters Score -1.619498e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -16194950.000000 Penalty: 3885.466309
	Iteration 98Q: 3 clusters Score -1.619495e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153432 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -16194925.000000 Penalty: 3885.466309
	Iteration 99Q: 3 clusters Score -1.619492e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -16194910.000000 Penalty: 3885.466309
	Iteration 100F: 3 clusters Score -1.619491e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153530 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16194899.000000 Penalty: 3885.466309
	Iteration 101Q: 3 clusters Score -1.61949e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -16194887.000000 Penalty: 3885.466309
	Iteration 102Q: 3 clusters Score -1.619489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -16194906.000000 Penalty: 3885.466309
	Iteration 103Q: 3 clusters Score -1.619491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16194890.000000 Penalty: 3885.466309
	Iteration 104Q: 3 clusters Score -1.619489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153685 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -16194893.000000 Penalty: 3885.466309
	Iteration 105Q: 3 clusters Score -1.619489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153714 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16194885.000000 Penalty: 3885.466309
	Iteration 106Q: 3 clusters Score -1.619488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153738 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -16194898.000000 Penalty: 3885.466309
	Iteration 107Q: 3 clusters Score -1.61949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -16194883.000000 Penalty: 3885.466309
	Iteration 108Q: 3 clusters Score -1.619488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153795 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -16194879.000000 Penalty: 3885.466309
	Iteration 109Q: 3 clusters Score -1.619488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -16194864.000000 Penalty: 3885.466309
	Iteration 110Q: 3 clusters Score -1.619486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -16194867.000000 Penalty: 3885.466309
	Iteration 111Q: 3 clusters Score -1.619487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -16194867.000000 Penalty: 3885.466309
	Iteration 112Q: 3 clusters Score -1.619487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16194867.000000 Penalty: 3885.466309
	Iteration 113Q: 3 clusters Score -1.619487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -16194872.000000 Penalty: 3885.466309
	Iteration 114Q: 3 clusters Score -1.619487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153941 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -16194855.000000 Penalty: 3885.466309
	Iteration 115Q: 3 clusters Score -1.619486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16194851.000000 Penalty: 3885.466309
	Iteration 116Q: 3 clusters Score -1.619485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16194858.000000 Penalty: 3885.466309
	Iteration 117Q: 3 clusters Score -1.619486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154047 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16194869.000000 Penalty: 3885.466309
	Iteration 118Q: 3 clusters Score -1.619487e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -16194876.000000 Penalty: 3885.466309
	Iteration 119Q: 3 clusters Score -1.619488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -16194891.000000 Penalty: 3885.466309
	Iteration 120F: 3 clusters Score -1.619489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16194899.000000 Penalty: 3885.466309
	Iteration 121Q: 3 clusters Score -1.61949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16194900.000000 Penalty: 3885.466309
	Iteration 122Q: 3 clusters Score -1.61949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154221 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16194918.000000 Penalty: 3885.466309
	Iteration 123Q: 3 clusters Score -1.619492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16194902.000000 Penalty: 3885.466309
	Iteration 124Q: 3 clusters Score -1.61949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16194903.000000 Penalty: 3885.466309
	Iteration 125Q: 3 clusters Score -1.61949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -16194908.000000 Penalty: 3885.466309
	Iteration 126Q: 3 clusters Score -1.619491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16194902.000000 Penalty: 3885.466309
	Iteration 127Q: 3 clusters Score -1.61949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16194897.000000 Penalty: 3885.466309
	Iteration 128Q: 3 clusters Score -1.61949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -16194902.000000 Penalty: 3885.466309
	Iteration 129Q: 3 clusters Score -1.61949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -16194906.000000 Penalty: 3885.466309
	Iteration 130Q: 3 clusters Score -1.619491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154347 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16194915.000000 Penalty: 3885.466309
	Iteration 131Q: 3 clusters Score -1.619492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16194910.000000 Penalty: 3885.466309
	Iteration 132Q: 3 clusters Score -1.619491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16194915.000000 Penalty: 3885.466309
	Iteration 133Q: 3 clusters Score -1.619492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -16194911.000000 Penalty: 3885.466309
	Iteration 134Q: 3 clusters Score -1.619491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16194918.000000 Penalty: 3885.466309
	Iteration 135Q: 3 clusters Score -1.619492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -16194906.000000 Penalty: 3885.466309
	Iteration 136Q: 3 clusters Score -1.619491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -16194921.000000 Penalty: 3885.466309
	Iteration 137Q: 3 clusters Score -1.619492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -16194923.000000 Penalty: 3885.466309
	Iteration 138Q: 3 clusters Score -1.619492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154425 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -16194921.000000 Penalty: 3885.466309
	Iteration 139Q: 3 clusters Score -1.619492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16194913.000000 Penalty: 3885.466309
	Iteration 140F: 3 clusters Score -1.619491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154447 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16194935.000000 Penalty: 3885.466309
	Iteration 141Q: 3 clusters Score -1.619494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16194923.000000 Penalty: 3885.466309
	Iteration 142Q: 3 clusters Score -1.619492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -16194929.000000 Penalty: 3885.466309
	Iteration 143Q: 3 clusters Score -1.619493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154472 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16194933.000000 Penalty: 3885.466309
	Iteration 144Q: 3 clusters Score -1.619493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16194934.000000 Penalty: 3885.466309
	Iteration 145Q: 3 clusters Score -1.619493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16194938.000000 Penalty: 3885.466309
	Iteration 146Q: 3 clusters Score -1.619494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16194932.000000 Penalty: 3885.466309
	Iteration 147Q: 3 clusters Score -1.619493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16194932.000000 Penalty: 3885.466309
	Iteration 148Q: 3 clusters Score -1.619493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16194932.000000 Penalty: 3885.466309
	Iteration 149Q: 3 clusters Score -1.619493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154510 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16194922.000000 Penalty: 3885.466309
	Iteration 150Q: 3 clusters Score -1.619492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16194920.000000 Penalty: 3885.466309
	Iteration 151Q: 3 clusters Score -1.619492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16194934.000000 Penalty: 3885.466309
	Iteration 152Q: 3 clusters Score -1.619493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16194927.000000 Penalty: 3885.466309
	Iteration 153Q: 3 clusters Score -1.619493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16194931.000000 Penalty: 3885.466309
	Iteration 154Q: 3 clusters Score -1.619493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16194922.000000 Penalty: 3885.466309
	Iteration 155Q: 3 clusters Score -1.619492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16194917.000000 Penalty: 3885.466309
	Iteration 156Q: 3 clusters Score -1.619492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154562 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16194918.000000 Penalty: 3885.466309
	Iteration 157Q: 3 clusters Score -1.619492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16194921.000000 Penalty: 3885.466309
	Iteration 158Q: 3 clusters Score -1.619492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16194919.000000 Penalty: 3885.466309
	Iteration 159Q: 3 clusters Score -1.619492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16194921.000000 Penalty: 3885.466309
	Iteration 160F: 3 clusters Score -1.619492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -16194903.000000 Penalty: 3885.466309
	Iteration 161Q: 3 clusters Score -1.61949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154589 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16194906.000000 Penalty: 3885.466309
	Iteration 162Q: 3 clusters Score -1.619491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16194908.000000 Penalty: 3885.466309
	Iteration 163Q: 3 clusters Score -1.619491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16194917.000000 Penalty: 3885.466309
	Iteration 164Q: 3 clusters Score -1.619492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16194923.000000 Penalty: 3885.466309
	Iteration 165Q: 3 clusters Score -1.619492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154602 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16194917.000000 Penalty: 3885.466309
	Iteration 166Q: 3 clusters Score -1.619492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154607 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16194921.000000 Penalty: 3885.466309
	Iteration 167Q: 3 clusters Score -1.619492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16194926.000000 Penalty: 3885.466309
	Iteration 168Q: 3 clusters Score -1.619493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16194931.000000 Penalty: 3885.466309
	Iteration 169Q: 3 clusters Score -1.619493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16194926.000000 Penalty: 3885.466309
	Iteration 170Q: 3 clusters Score -1.619493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -16194931.000000 Penalty: 3885.466309
	Iteration 171Q: 3 clusters Score -1.619493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16194923.000000 Penalty: 3885.466309
	Iteration 172Q: 3 clusters Score -1.619492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16194923.000000 Penalty: 3885.466309
	Iteration 173F: 3 clusters Score -1.619492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -919661.625000 Penalty: 1478.708374
	Iteration 0F: 2 clusters Score -919661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -913139.187500 Penalty: 2957.416748
	Iteration 0F: 3 clusters Score -913139.2 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -915250.375000 Penalty: 2957.416748
	Iteration 1F: 3 clusters Score -915250.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -915590.062500 Penalty: 2957.416748
	Iteration 2F: 3 clusters Score -915590.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -915927.937500 Penalty: 2957.416748
	Iteration 3F: 3 clusters Score -915927.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -916265.500000 Penalty: 2957.416748
	Iteration 4F: 3 clusters Score -916265.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -916643.687500 Penalty: 2957.416748
	Iteration 5F: 3 clusters Score -916643.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -917033.562500 Penalty: 2957.416748
	Iteration 6F: 3 clusters Score -917033.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -917402.562500 Penalty: 2957.416748
	Iteration 7F: 3 clusters Score -917402.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -917707.625000 Penalty: 2957.416748
	Iteration 8Q: 3 clusters Score -917707.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -917976.312500 Penalty: 2957.416748
	Iteration 9Q: 3 clusters Score -917976.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -918146.187500 Penalty: 2957.416748
	Iteration 10Q: 3 clusters Score -918146.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -918267.187500 Penalty: 2957.416748
	Iteration 11Q: 3 clusters Score -918267.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -918352.875000 Penalty: 2957.416748
	Iteration 12Q: 3 clusters Score -918352.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -918400.437500 Penalty: 2957.416748
	Iteration 13Q: 3 clusters Score -918400.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -918433.937500 Penalty: 2957.416748
	Iteration 14Q: 3 clusters Score -918433.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -918464.000000 Penalty: 2957.416748
	Iteration 15Q: 3 clusters Score -918464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -918484.500000 Penalty: 2957.416748
	Iteration 16Q: 3 clusters Score -918484.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -918500.687500 Penalty: 2957.416748
	Iteration 17Q: 3 clusters Score -918500.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -918515.375000 Penalty: 2957.416748
	Iteration 18Q: 3 clusters Score -918515.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -918533.187500 Penalty: 2957.416748
	Iteration 19Q: 3 clusters Score -918533.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -918550.437500 Penalty: 2957.416748
	Iteration 20F: 3 clusters Score -918550.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -918558.312500 Penalty: 2957.416748
	Iteration 21Q: 3 clusters Score -918558.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -918569.937500 Penalty: 2957.416748
	Iteration 22Q: 3 clusters Score -918569.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -918576.625000 Penalty: 2957.416748
	Iteration 23Q: 3 clusters Score -918576.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -918583.750000 Penalty: 2957.416748
	Iteration 24Q: 3 clusters Score -918583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -918591.000000 Penalty: 2957.416748
	Iteration 25Q: 3 clusters Score -918591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -918597.250000 Penalty: 2957.416748
	Iteration 26Q: 3 clusters Score -918597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -918597.937500 Penalty: 2957.416748
	Iteration 27Q: 3 clusters Score -918597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -918602.000000 Penalty: 2957.416748
	Iteration 28Q: 3 clusters Score -918602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -918602.875000 Penalty: 2957.416748
	Iteration 29Q: 3 clusters Score -918602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -918603.312500 Penalty: 2957.416748
	Iteration 30Q: 3 clusters Score -918603.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -918606.187500 Penalty: 2957.416748
	Iteration 31Q: 3 clusters Score -918606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -918606.625000 Penalty: 2957.416748
	Iteration 32Q: 3 clusters Score -918606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -918608.000000 Penalty: 2957.416748
	Iteration 33Q: 3 clusters Score -918608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -918607.250000 Penalty: 2957.416748
	Iteration 34Q: 3 clusters Score -918607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -918607.250000 Penalty: 2957.416748
	Iteration 35F: 3 clusters Score -918607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -220918.281250 Penalty: 1256.367432
	Iteration 0F: 2 clusters Score -220918.3 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 1165 members 
Entering Unmasked Estep 
Score: -218668.875000 Penalty: 2512.734863
	Iteration 0F: 3 clusters Score -218668.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -219269.031250 Penalty: 2512.734863
	Iteration 1F: 3 clusters Score -219269 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -219659.937500 Penalty: 2512.734863
	Iteration 2F: 3 clusters Score -219659.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -220270.156250 Penalty: 2512.734863
	Iteration 3F: 3 clusters Score -220270.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -220632.750000 Penalty: 2512.734863
	Iteration 4F: 3 clusters Score -220632.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220859.812500 Penalty: 2512.734863
	Iteration 5F: 3 clusters Score -220859.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -221028.968750 Penalty: 2512.734863
	Iteration 6Q: 3 clusters Score -221029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -221139.562500 Penalty: 2512.734863
	Iteration 7Q: 3 clusters Score -221139.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -221240.500000 Penalty: 2512.734863
	Iteration 8Q: 3 clusters Score -221240.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -221343.234375 Penalty: 2512.734863
	Iteration 9Q: 3 clusters Score -221343.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -221451.171875 Penalty: 2512.734863
	Iteration 10Q: 3 clusters Score -221451.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -221553.859375 Penalty: 2512.734863
	Iteration 11Q: 3 clusters Score -221553.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -221617.421875 Penalty: 2512.734863
	Iteration 12Q: 3 clusters Score -221617.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -221659.203125 Penalty: 2512.734863
	Iteration 13Q: 3 clusters Score -221659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -221681.234375 Penalty: 2512.734863
	Iteration 14Q: 3 clusters Score -221681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -221694.390625 Penalty: 2512.734863
	Iteration 15Q: 3 clusters Score -221694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -221704.734375 Penalty: 2512.734863
	Iteration 16Q: 3 clusters Score -221704.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -221715.109375 Penalty: 2512.734863
	Iteration 17Q: 3 clusters Score -221715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221725.000000 Penalty: 2512.734863
	Iteration 18Q: 3 clusters Score -221725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -221730.609375 Penalty: 2512.734863
	Iteration 19Q: 3 clusters Score -221730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -221735.375000 Penalty: 2512.734863
	Iteration 20F: 3 clusters Score -221735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -221741.031250 Penalty: 2512.734863
	Iteration 21Q: 3 clusters Score -221741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -221747.515625 Penalty: 2512.734863
	Iteration 22Q: 3 clusters Score -221747.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -221753.546875 Penalty: 2512.734863
	Iteration 23Q: 3 clusters Score -221753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -221756.046875 Penalty: 2512.734863
	Iteration 24Q: 3 clusters Score -221756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -221757.687500 Penalty: 2512.734863
	Iteration 25Q: 3 clusters Score -221757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221760.656250 Penalty: 2512.734863
	Iteration 26Q: 3 clusters Score -221760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -221761.375000 Penalty: 2512.734863
	Iteration 27Q: 3 clusters Score -221761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -221762.046875 Penalty: 2512.734863
	Iteration 28Q: 3 clusters Score -221762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -221762.968750 Penalty: 2512.734863
	Iteration 29Q: 3 clusters Score -221763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -221763.203125 Penalty: 2512.734863
	Iteration 30Q: 3 clusters Score -221763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -221763.203125 Penalty: 2512.734863
	Iteration 31F: 3 clusters Score -221763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 793 members 
Entering Unmasked Estep 
Score: -154068272.000000 Penalty: 111104.703125
Splitting cluster 38 changes total score from -154068768.000000 to -154068272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -106641.695312 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -106641.7 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 580 members 
Entering Unmasked Estep 
Score: -105057.851562 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -105057.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105407.054688 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -105407.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105543.109375 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -105543.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -105681.156250 Penalty: 2296.878906
	Iteration 3F: 3 clusters Score -105681.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105772.617188 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -105772.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -105828.968750 Penalty: 2296.878906
	Iteration 5Q: 3 clusters Score -105829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -105865.617188 Penalty: 2296.878906
	Iteration 6Q: 3 clusters Score -105865.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105887.789062 Penalty: 2296.878906
	Iteration 7Q: 3 clusters Score -105887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -105897.921875 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -105897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105905.523438 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -105905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105910.101562 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -105910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -105912.601562 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -105912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105916.890625 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -105916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105920.500000 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -105920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105923.148438 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -105923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105923.750000 Penalty: 2296.878906
	Iteration 15Q: 3 clusters Score -105923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105924.640625 Penalty: 2296.878906
	Iteration 16Q: 3 clusters Score -105924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105926.078125 Penalty: 2296.878906
	Iteration 17Q: 3 clusters Score -105926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105928.054688 Penalty: 2296.878906
	Iteration 18Q: 3 clusters Score -105928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105935.117188 Penalty: 2296.878906
	Iteration 19Q: 3 clusters Score -105935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105936.148438 Penalty: 2296.878906
	Iteration 20F: 3 clusters Score -105936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105936.476562 Penalty: 2296.878906
	Iteration 21Q: 3 clusters Score -105936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105936.656250 Penalty: 2296.878906
	Iteration 22Q: 3 clusters Score -105936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105936.656250 Penalty: 2296.878906
	Iteration 23F: 3 clusters Score -105936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -163867.921875 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -163867.9 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 761 members 
Entering Unmasked Estep 
Score: -162075.109375 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -162075.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162448.578125 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -162448.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -162527.515625 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -162527.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -162573.781250 Penalty: 2390.583252
	Iteration 3Q: 3 clusters Score -162573.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162598.375000 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -162598.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162619.203125 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -162619.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162635.937500 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -162635.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162646.734375 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -162646.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162658.187500 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -162658.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162667.171875 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -162667.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162678.953125 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -162679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -162693.281250 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -162693.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -162704.265625 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -162704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -162711.937500 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -162711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162719.093750 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -162719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162726.765625 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -162726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -162736.093750 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -162736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162742.171875 Penalty: 2390.583252
	Iteration 17Q: 3 clusters Score -162742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162746.828125 Penalty: 2390.583252
	Iteration 18Q: 3 clusters Score -162746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162751.390625 Penalty: 2390.583252
	Iteration 19Q: 3 clusters Score -162751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162753.062500 Penalty: 2390.583252
	Iteration 20F: 3 clusters Score -162753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162755.625000 Penalty: 2390.583252
	Iteration 21Q: 3 clusters Score -162755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162759.781250 Penalty: 2390.583252
	Iteration 22Q: 3 clusters Score -162759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -162764.406250 Penalty: 2390.583252
	Iteration 23Q: 3 clusters Score -162764.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -162770.515625 Penalty: 2390.583252
	Iteration 24Q: 3 clusters Score -162770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -162774.421875 Penalty: 2390.583252
	Iteration 25Q: 3 clusters Score -162774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -162775.531250 Penalty: 2390.583252
	Iteration 26Q: 3 clusters Score -162775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -162777.125000 Penalty: 2390.583252
	Iteration 27Q: 3 clusters Score -162777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162777.625000 Penalty: 2390.583252
	Iteration 28Q: 3 clusters Score -162777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -162778.203125 Penalty: 2390.583252
	Iteration 29Q: 3 clusters Score -162778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162779.984375 Penalty: 2390.583252
	Iteration 30Q: 3 clusters Score -162780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162780.531250 Penalty: 2390.583252
	Iteration 31Q: 3 clusters Score -162780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -162780.937500 Penalty: 2390.583252
	Iteration 32Q: 3 clusters Score -162780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162781.890625 Penalty: 2390.583252
	Iteration 33Q: 3 clusters Score -162781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162783.062500 Penalty: 2390.583252
	Iteration 34Q: 3 clusters Score -162783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -162783.062500 Penalty: 2390.583252
	Iteration 35F: 3 clusters Score -162783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -172711.078125 Penalty: 1237.726074
	Iteration 0F: 2 clusters Score -172711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -170700.812500 Penalty: 2475.452148
	Iteration 0F: 3 clusters Score -170700.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -171513.593750 Penalty: 2475.452148
	Iteration 1F: 3 clusters Score -171513.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -171879.281250 Penalty: 2475.452148
	Iteration 2F: 3 clusters Score -171879.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -172058.593750 Penalty: 2475.452148
	Iteration 3F: 3 clusters Score -172058.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172185.156250 Penalty: 2475.452148
	Iteration 4F: 3 clusters Score -172185.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -172262.203125 Penalty: 2475.452148
	Iteration 5Q: 3 clusters Score -172262.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -172294.781250 Penalty: 2475.452148
	Iteration 6Q: 3 clusters Score -172294.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -172312.109375 Penalty: 2475.452148
	Iteration 7Q: 3 clusters Score -172312.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -172324.500000 Penalty: 2475.452148
	Iteration 8Q: 3 clusters Score -172324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -172329.828125 Penalty: 2475.452148
	Iteration 9Q: 3 clusters Score -172329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -172335.609375 Penalty: 2475.452148
	Iteration 10Q: 3 clusters Score -172335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -172340.015625 Penalty: 2475.452148
	Iteration 11Q: 3 clusters Score -172340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -172340.687500 Penalty: 2475.452148
	Iteration 12Q: 3 clusters Score -172340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -172340.687500 Penalty: 2475.452148
	Iteration 13F: 3 clusters Score -172340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -885198.187500 Penalty: 1476.497192
	Iteration 0F: 2 clusters Score -885198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -878729.500000 Penalty: 2952.994385
	Iteration 0F: 3 clusters Score -878729.5 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -880779.250000 Penalty: 2952.994385
	Iteration 1F: 3 clusters Score -880779.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -881031.437500 Penalty: 2952.994385
	Iteration 2F: 3 clusters Score -881031.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -881263.812500 Penalty: 2952.994385
	Iteration 3F: 3 clusters Score -881263.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -881483.875000 Penalty: 2952.994385
	Iteration 4Q: 3 clusters Score -881483.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -881687.312500 Penalty: 2952.994385
	Iteration 5Q: 3 clusters Score -881687.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -881910.062500 Penalty: 2952.994385
	Iteration 6Q: 3 clusters Score -881910.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -882140.437500 Penalty: 2952.994385
	Iteration 7Q: 3 clusters Score -882140.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -882409.875000 Penalty: 2952.994385
	Iteration 8Q: 3 clusters Score -882409.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -882753.250000 Penalty: 2952.994385
	Iteration 9F: 3 clusters Score -882753.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -883204.125000 Penalty: 2952.994385
	Iteration 10F: 3 clusters Score -883204.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -883816.000000 Penalty: 2952.994385
	Iteration 11F: 3 clusters Score -883816 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -884536.062500 Penalty: 2952.994385
	Iteration 12F: 3 clusters Score -884536.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -885167.437500 Penalty: 2952.994385
	Iteration 13F: 3 clusters Score -885167.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -885490.062500 Penalty: 2952.994385
	Iteration 14Q: 3 clusters Score -885490.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -885607.250000 Penalty: 2952.994385
	Iteration 15Q: 3 clusters Score -885607.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -885647.250000 Penalty: 2952.994385
	Iteration 16Q: 3 clusters Score -885647.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -885660.562500 Penalty: 2952.994385
	Iteration 17Q: 3 clusters Score -885660.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -885663.437500 Penalty: 2952.994385
	Iteration 18Q: 3 clusters Score -885663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -885668.500000 Penalty: 2952.994385
	Iteration 19Q: 3 clusters Score -885668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -885671.125000 Penalty: 2952.994385
	Iteration 20F: 3 clusters Score -885671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -885668.062500 Penalty: 2952.994385
	Iteration 21Q: 3 clusters Score -885668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -885668.375000 Penalty: 2952.994385
	Iteration 22Q: 3 clusters Score -885668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -885668.375000 Penalty: 2952.994385
	Iteration 23F: 3 clusters Score -885668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 2335 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 6497 members 
Entering Unmasked Estep 
Score: -154068128.000000 Penalty: 111104.703125
Splitting cluster 42 changes total score from -154068768.000000 to -154068128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Entering Unmasked Estep 
Score: -695496.250000 Penalty: 1441.231445
	Iteration 0F: 2 clusters Score -695496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -690163.875000 Penalty: 2882.462891
	Iteration 0F: 3 clusters Score -690163.9 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -691771.312500 Penalty: 2882.462891
	Iteration 1F: 3 clusters Score -691771.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -692067.875000 Penalty: 2882.462891
	Iteration 2F: 3 clusters Score -692067.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -692319.500000 Penalty: 2882.462891
	Iteration 3F: 3 clusters Score -692319.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -692577.875000 Penalty: 2882.462891
	Iteration 4F: 3 clusters Score -692577.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -692792.437500 Penalty: 2882.462891
	Iteration 5F: 3 clusters Score -692792.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -692966.687500 Penalty: 2882.462891
	Iteration 6Q: 3 clusters Score -692966.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -693149.187500 Penalty: 2882.462891
	Iteration 7Q: 3 clusters Score -693149.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -693317.750000 Penalty: 2882.462891
	Iteration 8Q: 3 clusters Score -693317.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -693470.000000 Penalty: 2882.462891
	Iteration 9Q: 3 clusters Score -693470 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -693590.187500 Penalty: 2882.462891
	Iteration 10Q: 3 clusters Score -693590.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -693678.875000 Penalty: 2882.462891
	Iteration 11Q: 3 clusters Score -693678.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -693742.750000 Penalty: 2882.462891
	Iteration 12Q: 3 clusters Score -693742.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -693786.375000 Penalty: 2882.462891
	Iteration 13Q: 3 clusters Score -693786.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -693811.937500 Penalty: 2882.462891
	Iteration 14Q: 3 clusters Score -693811.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -693841.062500 Penalty: 2882.462891
	Iteration 15Q: 3 clusters Score -693841.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -693863.812500 Penalty: 2882.462891
	Iteration 16Q: 3 clusters Score -693863.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -693887.750000 Penalty: 2882.462891
	Iteration 17Q: 3 clusters Score -693887.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -693914.000000 Penalty: 2882.462891
	Iteration 18Q: 3 clusters Score -693914 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -693947.562500 Penalty: 2882.462891
	Iteration 19Q: 3 clusters Score -693947.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -693970.062500 Penalty: 2882.462891
	Iteration 20F: 3 clusters Score -693970.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -693997.625000 Penalty: 2882.462891
	Iteration 21Q: 3 clusters Score -693997.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -694022.375000 Penalty: 2882.462891
	Iteration 22Q: 3 clusters Score -694022.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -694042.250000 Penalty: 2882.462891
	Iteration 23Q: 3 clusters Score -694042.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -694066.000000 Penalty: 2882.462891
	Iteration 24Q: 3 clusters Score -694066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -694082.562500 Penalty: 2882.462891
	Iteration 25Q: 3 clusters Score -694082.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -694090.062500 Penalty: 2882.462891
	Iteration 26Q: 3 clusters Score -694090.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -694102.312500 Penalty: 2882.462891
	Iteration 27Q: 3 clusters Score -694102.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -694108.875000 Penalty: 2882.462891
	Iteration 28Q: 3 clusters Score -694108.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -694115.750000 Penalty: 2882.462891
	Iteration 29Q: 3 clusters Score -694115.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -694125.500000 Penalty: 2882.462891
	Iteration 30Q: 3 clusters Score -694125.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -694140.437500 Penalty: 2882.462891
	Iteration 31Q: 3 clusters Score -694140.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -694159.625000 Penalty: 2882.462891
	Iteration 32Q: 3 clusters Score -694159.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -694175.375000 Penalty: 2882.462891
	Iteration 33Q: 3 clusters Score -694175.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -694201.500000 Penalty: 2882.462891
	Iteration 34Q: 3 clusters Score -694201.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -694225.625000 Penalty: 2882.462891
	Iteration 35Q: 3 clusters Score -694225.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -694249.812500 Penalty: 2882.462891
	Iteration 36Q: 3 clusters Score -694249.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -694279.250000 Penalty: 2882.462891
	Iteration 37Q: 3 clusters Score -694279.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -694310.875000 Penalty: 2882.462891
	Iteration 38Q: 3 clusters Score -694310.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -694342.750000 Penalty: 2882.462891
	Iteration 39Q: 3 clusters Score -694342.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -694372.812500 Penalty: 2882.462891
	Iteration 40F: 3 clusters Score -694372.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -694403.937500 Penalty: 2882.462891
	Iteration 41Q: 3 clusters Score -694403.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -694433.687500 Penalty: 2882.462891
	Iteration 42Q: 3 clusters Score -694433.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -694468.812500 Penalty: 2882.462891
	Iteration 43Q: 3 clusters Score -694468.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -694495.812500 Penalty: 2882.462891
	Iteration 44Q: 3 clusters Score -694495.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -694513.750000 Penalty: 2882.462891
	Iteration 45Q: 3 clusters Score -694513.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -694533.500000 Penalty: 2882.462891
	Iteration 46Q: 3 clusters Score -694533.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -694548.625000 Penalty: 2882.462891
	Iteration 47Q: 3 clusters Score -694548.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -694562.187500 Penalty: 2882.462891
	Iteration 48Q: 3 clusters Score -694562.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -694577.000000 Penalty: 2882.462891
	Iteration 49Q: 3 clusters Score -694577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -694591.937500 Penalty: 2882.462891
	Iteration 50Q: 3 clusters Score -694591.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -694601.687500 Penalty: 2882.462891
	Iteration 51Q: 3 clusters Score -694601.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -694607.875000 Penalty: 2882.462891
	Iteration 52Q: 3 clusters Score -694607.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -694617.625000 Penalty: 2882.462891
	Iteration 53Q: 3 clusters Score -694617.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -694626.812500 Penalty: 2882.462891
	Iteration 54Q: 3 clusters Score -694626.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -694635.875000 Penalty: 2882.462891
	Iteration 55Q: 3 clusters Score -694635.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -694645.812500 Penalty: 2882.462891
	Iteration 56Q: 3 clusters Score -694645.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -694654.187500 Penalty: 2882.462891
	Iteration 57Q: 3 clusters Score -694654.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -694662.937500 Penalty: 2882.462891
	Iteration 58Q: 3 clusters Score -694662.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -694671.312500 Penalty: 2882.462891
	Iteration 59Q: 3 clusters Score -694671.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -694676.437500 Penalty: 2882.462891
	Iteration 60F: 3 clusters Score -694676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -694680.062500 Penalty: 2882.462891
	Iteration 61Q: 3 clusters Score -694680.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -694682.875000 Penalty: 2882.462891
	Iteration 62Q: 3 clusters Score -694682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -694686.375000 Penalty: 2882.462891
	Iteration 63Q: 3 clusters Score -694686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -694688.750000 Penalty: 2882.462891
	Iteration 64Q: 3 clusters Score -694688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -694692.250000 Penalty: 2882.462891
	Iteration 65Q: 3 clusters Score -694692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -694693.625000 Penalty: 2882.462891
	Iteration 66Q: 3 clusters Score -694693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -694697.250000 Penalty: 2882.462891
	Iteration 67Q: 3 clusters Score -694697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -694699.375000 Penalty: 2882.462891
	Iteration 68Q: 3 clusters Score -694699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -694697.812500 Penalty: 2882.462891
	Iteration 69Q: 3 clusters Score -694697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -694699.187500 Penalty: 2882.462891
	Iteration 70Q: 3 clusters Score -694699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -694698.375000 Penalty: 2882.462891
	Iteration 71Q: 3 clusters Score -694698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -694700.562500 Penalty: 2882.462891
	Iteration 72Q: 3 clusters Score -694700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -694698.875000 Penalty: 2882.462891
	Iteration 73Q: 3 clusters Score -694698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -694700.750000 Penalty: 2882.462891
	Iteration 74Q: 3 clusters Score -694700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -694702.125000 Penalty: 2882.462891
	Iteration 75Q: 3 clusters Score -694702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -694703.687500 Penalty: 2882.462891
	Iteration 76Q: 3 clusters Score -694703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -694704.687500 Penalty: 2882.462891
	Iteration 77Q: 3 clusters Score -694704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -694705.125000 Penalty: 2882.462891
	Iteration 78Q: 3 clusters Score -694705.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -694705.687500 Penalty: 2882.462891
	Iteration 79Q: 3 clusters Score -694705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -694707.250000 Penalty: 2882.462891
	Iteration 80F: 3 clusters Score -694707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -694709.625000 Penalty: 2882.462891
	Iteration 81Q: 3 clusters Score -694709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -694708.125000 Penalty: 2882.462891
	Iteration 82Q: 3 clusters Score -694708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -694708.187500 Penalty: 2882.462891
	Iteration 83Q: 3 clusters Score -694708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -694709.437500 Penalty: 2882.462891
	Iteration 84Q: 3 clusters Score -694709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -694708.812500 Penalty: 2882.462891
	Iteration 85Q: 3 clusters Score -694708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -694709.375000 Penalty: 2882.462891
	Iteration 86Q: 3 clusters Score -694709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -694710.937500 Penalty: 2882.462891
	Iteration 87Q: 3 clusters Score -694710.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -694712.562500 Penalty: 2882.462891
	Iteration 88Q: 3 clusters Score -694712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -694712.125000 Penalty: 2882.462891
	Iteration 89Q: 3 clusters Score -694712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -694711.812500 Penalty: 2882.462891
	Iteration 90Q: 3 clusters Score -694711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -694711.250000 Penalty: 2882.462891
	Iteration 91Q: 3 clusters Score -694711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -694710.375000 Penalty: 2882.462891
	Iteration 92Q: 3 clusters Score -694710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -694711.625000 Penalty: 2882.462891
	Iteration 93Q: 3 clusters Score -694711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -694710.500000 Penalty: 2882.462891
	Iteration 94Q: 3 clusters Score -694710.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -694710.500000 Penalty: 2882.462891
	Iteration 95F: 3 clusters Score -694710.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -262878.906250 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -262878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -260381.109375 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -260381.1 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -261007.406250 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -261007.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -261211.671875 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -261211.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261371.328125 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -261371.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -261507.046875 Penalty: 2572.132080
	Iteration 4F: 3 clusters Score -261507 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -261621.500000 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -261621.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -261722.656250 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -261722.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -261838.953125 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -261839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -261903.187500 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -261903.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -261982.953125 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -261983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -262082.453125 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -262082.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262189.656250 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -262189.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -262290.000000 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -262290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -262387.781250 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -262387.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -262435.468750 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -262435.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -262481.125000 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -262481.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -262524.718750 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -262524.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -262568.718750 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -262568.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -262614.531250 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -262614.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -262650.437500 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -262650.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -262695.562500 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -262695.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -262745.718750 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -262745.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -262792.562500 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -262792.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -262820.031250 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -262820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -262838.812500 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -262838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -262852.656250 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -262852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -262863.875000 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -262863.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -262870.593750 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -262870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -262875.375000 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -262875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -262877.812500 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -262877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -262881.937500 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -262881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -262884.187500 Penalty: 2572.132080
	Iteration 31Q: 3 clusters Score -262884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -262886.375000 Penalty: 2572.132080
	Iteration 32Q: 3 clusters Score -262886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -262889.562500 Penalty: 2572.132080
	Iteration 33Q: 3 clusters Score -262889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -262893.781250 Penalty: 2572.132080
	Iteration 34Q: 3 clusters Score -262893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -262897.687500 Penalty: 2572.132080
	Iteration 35Q: 3 clusters Score -262897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -262904.343750 Penalty: 2572.132080
	Iteration 36Q: 3 clusters Score -262904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -262908.437500 Penalty: 2572.132080
	Iteration 37Q: 3 clusters Score -262908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -262911.000000 Penalty: 2572.132080
	Iteration 38Q: 3 clusters Score -262911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -262912.343750 Penalty: 2572.132080
	Iteration 39Q: 3 clusters Score -262912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -262915.718750 Penalty: 2572.132080
	Iteration 40F: 3 clusters Score -262915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -262917.218750 Penalty: 2572.132080
	Iteration 41Q: 3 clusters Score -262917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -262917.156250 Penalty: 2572.132080
	Iteration 42Q: 3 clusters Score -262917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -262918.531250 Penalty: 2572.132080
	Iteration 43Q: 3 clusters Score -262918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -262919.343750 Penalty: 2572.132080
	Iteration 44Q: 3 clusters Score -262919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -262920.437500 Penalty: 2572.132080
	Iteration 45Q: 3 clusters Score -262920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -262922.031250 Penalty: 2572.132080
	Iteration 46Q: 3 clusters Score -262922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -262924.093750 Penalty: 2572.132080
	Iteration 47Q: 3 clusters Score -262924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -262924.093750 Penalty: 2572.132080
	Iteration 48F: 3 clusters Score -262924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 1133 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 1603 members 
Entering Unmasked Estep 
Score: -154067680.000000 Penalty: 111104.703125
Splitting cluster 44 changes total score from -154068768.000000 to -154067680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -989418.562500 Penalty: 1487.968384
	Iteration 0F: 2 clusters Score -989418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -982693.437500 Penalty: 2975.936768
	Iteration 0F: 3 clusters Score -982693.4 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -984814.062500 Penalty: 2975.936768
	Iteration 1F: 3 clusters Score -984814.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -985041.187500 Penalty: 2975.936768
	Iteration 2F: 3 clusters Score -985041.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -985253.250000 Penalty: 2975.936768
	Iteration 3Q: 3 clusters Score -985253.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -985480.250000 Penalty: 2975.936768
	Iteration 4Q: 3 clusters Score -985480.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -985717.187500 Penalty: 2975.936768
	Iteration 5Q: 3 clusters Score -985717.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -985970.875000 Penalty: 2975.936768
	Iteration 6Q: 3 clusters Score -985970.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -986202.125000 Penalty: 2975.936768
	Iteration 7Q: 3 clusters Score -986202.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -986439.625000 Penalty: 2975.936768
	Iteration 8Q: 3 clusters Score -986439.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -986648.812500 Penalty: 2975.936768
	Iteration 9Q: 3 clusters Score -986648.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -986828.437500 Penalty: 2975.936768
	Iteration 10Q: 3 clusters Score -986828.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -986983.437500 Penalty: 2975.936768
	Iteration 11Q: 3 clusters Score -986983.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -987113.875000 Penalty: 2975.936768
	Iteration 12Q: 3 clusters Score -987113.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -987212.687500 Penalty: 2975.936768
	Iteration 13Q: 3 clusters Score -987212.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -987275.937500 Penalty: 2975.936768
	Iteration 14Q: 3 clusters Score -987275.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -987340.687500 Penalty: 2975.936768
	Iteration 15Q: 3 clusters Score -987340.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -987388.750000 Penalty: 2975.936768
	Iteration 16Q: 3 clusters Score -987388.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -987432.875000 Penalty: 2975.936768
	Iteration 17Q: 3 clusters Score -987432.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -987469.375000 Penalty: 2975.936768
	Iteration 18Q: 3 clusters Score -987469.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -987498.562500 Penalty: 2975.936768
	Iteration 19Q: 3 clusters Score -987498.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -987524.250000 Penalty: 2975.936768
	Iteration 20F: 3 clusters Score -987524.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -987548.625000 Penalty: 2975.936768
	Iteration 21Q: 3 clusters Score -987548.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -987567.812500 Penalty: 2975.936768
	Iteration 22Q: 3 clusters Score -987567.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -987585.875000 Penalty: 2975.936768
	Iteration 23Q: 3 clusters Score -987585.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -987607.750000 Penalty: 2975.936768
	Iteration 24Q: 3 clusters Score -987607.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -987626.437500 Penalty: 2975.936768
	Iteration 25Q: 3 clusters Score -987626.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -987642.812500 Penalty: 2975.936768
	Iteration 26Q: 3 clusters Score -987642.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -987655.875000 Penalty: 2975.936768
	Iteration 27Q: 3 clusters Score -987655.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -987668.125000 Penalty: 2975.936768
	Iteration 28Q: 3 clusters Score -987668.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -987681.312500 Penalty: 2975.936768
	Iteration 29Q: 3 clusters Score -987681.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -987702.625000 Penalty: 2975.936768
	Iteration 30Q: 3 clusters Score -987702.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -987720.250000 Penalty: 2975.936768
	Iteration 31Q: 3 clusters Score -987720.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -987734.250000 Penalty: 2975.936768
	Iteration 32Q: 3 clusters Score -987734.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -987746.125000 Penalty: 2975.936768
	Iteration 33Q: 3 clusters Score -987746.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -987756.250000 Penalty: 2975.936768
	Iteration 34Q: 3 clusters Score -987756.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -987764.500000 Penalty: 2975.936768
	Iteration 35Q: 3 clusters Score -987764.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -987771.812500 Penalty: 2975.936768
	Iteration 36Q: 3 clusters Score -987771.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -987780.500000 Penalty: 2975.936768
	Iteration 37Q: 3 clusters Score -987780.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -987788.437500 Penalty: 2975.936768
	Iteration 38Q: 3 clusters Score -987788.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -987795.750000 Penalty: 2975.936768
	Iteration 39Q: 3 clusters Score -987795.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -987799.750000 Penalty: 2975.936768
	Iteration 40F: 3 clusters Score -987799.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -987802.937500 Penalty: 2975.936768
	Iteration 41Q: 3 clusters Score -987802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -987805.187500 Penalty: 2975.936768
	Iteration 42Q: 3 clusters Score -987805.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -987809.375000 Penalty: 2975.936768
	Iteration 43Q: 3 clusters Score -987809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -987813.312500 Penalty: 2975.936768
	Iteration 44Q: 3 clusters Score -987813.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -987815.437500 Penalty: 2975.936768
	Iteration 45Q: 3 clusters Score -987815.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -987820.312500 Penalty: 2975.936768
	Iteration 46Q: 3 clusters Score -987820.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -987825.000000 Penalty: 2975.936768
	Iteration 47Q: 3 clusters Score -987825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -987827.000000 Penalty: 2975.936768
	Iteration 48Q: 3 clusters Score -987827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -987832.562500 Penalty: 2975.936768
	Iteration 49Q: 3 clusters Score -987832.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -987833.875000 Penalty: 2975.936768
	Iteration 50Q: 3 clusters Score -987833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -987839.000000 Penalty: 2975.936768
	Iteration 51Q: 3 clusters Score -987839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -987839.562500 Penalty: 2975.936768
	Iteration 52Q: 3 clusters Score -987839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -987841.812500 Penalty: 2975.936768
	Iteration 53Q: 3 clusters Score -987841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -987845.250000 Penalty: 2975.936768
	Iteration 54Q: 3 clusters Score -987845.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -987847.187500 Penalty: 2975.936768
	Iteration 55Q: 3 clusters Score -987847.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -987850.062500 Penalty: 2975.936768
	Iteration 56Q: 3 clusters Score -987850.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -987856.687500 Penalty: 2975.936768
	Iteration 57Q: 3 clusters Score -987856.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -987860.500000 Penalty: 2975.936768
	Iteration 58Q: 3 clusters Score -987860.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -987863.625000 Penalty: 2975.936768
	Iteration 59Q: 3 clusters Score -987863.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -987865.000000 Penalty: 2975.936768
	Iteration 60F: 3 clusters Score -987865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -987871.875000 Penalty: 2975.936768
	Iteration 61Q: 3 clusters Score -987871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -987875.250000 Penalty: 2975.936768
	Iteration 62Q: 3 clusters Score -987875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -987881.187500 Penalty: 2975.936768
	Iteration 63Q: 3 clusters Score -987881.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -987883.312500 Penalty: 2975.936768
	Iteration 64Q: 3 clusters Score -987883.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -987887.812500 Penalty: 2975.936768
	Iteration 65Q: 3 clusters Score -987887.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -987893.375000 Penalty: 2975.936768
	Iteration 66Q: 3 clusters Score -987893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -987896.000000 Penalty: 2975.936768
	Iteration 67Q: 3 clusters Score -987896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -987897.812500 Penalty: 2975.936768
	Iteration 68Q: 3 clusters Score -987897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -987900.312500 Penalty: 2975.936768
	Iteration 69Q: 3 clusters Score -987900.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -987900.687500 Penalty: 2975.936768
	Iteration 70Q: 3 clusters Score -987900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -987902.375000 Penalty: 2975.936768
	Iteration 71Q: 3 clusters Score -987902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -987900.875000 Penalty: 2975.936768
	Iteration 72Q: 3 clusters Score -987900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -987901.625000 Penalty: 2975.936768
	Iteration 73Q: 3 clusters Score -987901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -987901.625000 Penalty: 2975.936768
	Iteration 74F: 3 clusters Score -987901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -673130.750000 Penalty: 1430.751587
	Iteration 0F: 2 clusters Score -673130.8 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 3370 members 
Entering Unmasked Estep 
Score: -668077.250000 Penalty: 2861.503174
	Iteration 0F: 3 clusters Score -668077.2 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -669602.312500 Penalty: 2861.503174
	Iteration 1F: 3 clusters Score -669602.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -669875.312500 Penalty: 2861.503174
	Iteration 2F: 3 clusters Score -669875.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -670106.687500 Penalty: 2861.503174
	Iteration 3F: 3 clusters Score -670106.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -670306.250000 Penalty: 2861.503174
	Iteration 4Q: 3 clusters Score -670306.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -670504.687500 Penalty: 2861.503174
	Iteration 5Q: 3 clusters Score -670504.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -670701.312500 Penalty: 2861.503174
	Iteration 6Q: 3 clusters Score -670701.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -670889.750000 Penalty: 2861.503174
	Iteration 7Q: 3 clusters Score -670889.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -671047.750000 Penalty: 2861.503174
	Iteration 8Q: 3 clusters Score -671047.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -671190.312500 Penalty: 2861.503174
	Iteration 9Q: 3 clusters Score -671190.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -671330.625000 Penalty: 2861.503174
	Iteration 10Q: 3 clusters Score -671330.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -671434.125000 Penalty: 2861.503174
	Iteration 11Q: 3 clusters Score -671434.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -671480.250000 Penalty: 2861.503174
	Iteration 12Q: 3 clusters Score -671480.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -671514.750000 Penalty: 2861.503174
	Iteration 13Q: 3 clusters Score -671514.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -671545.875000 Penalty: 2861.503174
	Iteration 14Q: 3 clusters Score -671545.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -671578.062500 Penalty: 2861.503174
	Iteration 15Q: 3 clusters Score -671578.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -671604.875000 Penalty: 2861.503174
	Iteration 16Q: 3 clusters Score -671604.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -671629.937500 Penalty: 2861.503174
	Iteration 17Q: 3 clusters Score -671629.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -671649.500000 Penalty: 2861.503174
	Iteration 18Q: 3 clusters Score -671649.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -671664.562500 Penalty: 2861.503174
	Iteration 19Q: 3 clusters Score -671664.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -671679.687500 Penalty: 2861.503174
	Iteration 20F: 3 clusters Score -671679.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -671690.312500 Penalty: 2861.503174
	Iteration 21Q: 3 clusters Score -671690.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -671705.500000 Penalty: 2861.503174
	Iteration 22Q: 3 clusters Score -671705.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -671711.187500 Penalty: 2861.503174
	Iteration 23Q: 3 clusters Score -671711.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -671717.187500 Penalty: 2861.503174
	Iteration 24Q: 3 clusters Score -671717.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -671723.562500 Penalty: 2861.503174
	Iteration 25Q: 3 clusters Score -671723.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -671725.250000 Penalty: 2861.503174
	Iteration 26Q: 3 clusters Score -671725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -671727.250000 Penalty: 2861.503174
	Iteration 27Q: 3 clusters Score -671727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -671728.000000 Penalty: 2861.503174
	Iteration 28Q: 3 clusters Score -671728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -671732.062500 Penalty: 2861.503174
	Iteration 29Q: 3 clusters Score -671732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -671732.750000 Penalty: 2861.503174
	Iteration 30Q: 3 clusters Score -671732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -671734.687500 Penalty: 2861.503174
	Iteration 31Q: 3 clusters Score -671734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -671735.000000 Penalty: 2861.503174
	Iteration 32Q: 3 clusters Score -671735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -671734.625000 Penalty: 2861.503174
	Iteration 33Q: 3 clusters Score -671734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -671734.375000 Penalty: 2861.503174
	Iteration 34Q: 3 clusters Score -671734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -671735.937500 Penalty: 2861.503174
	Iteration 35Q: 3 clusters Score -671735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -671736.562500 Penalty: 2861.503174
	Iteration 36Q: 3 clusters Score -671736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -671737.125000 Penalty: 2861.503174
	Iteration 37Q: 3 clusters Score -671737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -671737.062500 Penalty: 2861.503174
	Iteration 38Q: 3 clusters Score -671737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -671737.250000 Penalty: 2861.503174
	Iteration 39Q: 3 clusters Score -671737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -671737.250000 Penalty: 2861.503174
	Iteration 40F: 3 clusters Score -671737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -358827.062500 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -358827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -355746.156250 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -355746.2 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -356565.500000 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -356565.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -356756.031250 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -356756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -356888.093750 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -356888.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -357011.468750 Penalty: 2668.467041
	Iteration 4Q: 3 clusters Score -357011.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -357153.000000 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -357153 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -357319.750000 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -357319.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -357518.250000 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -357518.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -357755.125000 Penalty: 2668.467041
	Iteration 8F: 3 clusters Score -357755.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -357948.031250 Penalty: 2668.467041
	Iteration 9F: 3 clusters Score -357948 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -358081.875000 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -358081.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -358185.062500 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -358185.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -358246.125000 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -358246.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -358278.125000 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -358278.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358300.218750 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -358300.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -358314.750000 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -358314.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -358322.281250 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -358322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -358328.062500 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -358328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -358334.125000 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -358334.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -358339.156250 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -358339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -358342.687500 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -358342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -358345.406250 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -358345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -358345.312500 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -358345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -358346.718750 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -358346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -358346.718750 Penalty: 2668.467041
	Iteration 24F: 3 clusters Score -358346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 319Q: 48 clusters Score -1.540688e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154068768.000000 Penalty: 108790.023438
Iteration 320F: 48 clusters Score -1.540688e+08 nChanged 0
Entering ConstructFrom: 
Score: -154068768.000000 Penalty: 108790.023438
Entering ConstructFrom: 
Trying to split cluster 1 (10333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Entering Unmasked Estep 
Score: -1079977.125000 Penalty: 1502.003418
	Iteration 0F: 2 clusters Score -1079977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1072615.625000 Penalty: 3004.006836
	Iteration 0F: 3 clusters Score -1072616 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1074950.625000 Penalty: 3004.006836
	Iteration 1F: 3 clusters Score -1074951 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1075176.875000 Penalty: 3004.006836
	Iteration 2F: 3 clusters Score -1075177 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1075411.000000 Penalty: 3004.006836
	Iteration 3Q: 3 clusters Score -1075411 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1075693.750000 Penalty: 3004.006836
	Iteration 4Q: 3 clusters Score -1075694 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1076045.500000 Penalty: 3004.006836
	Iteration 5F: 3 clusters Score -1076046 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1076505.500000 Penalty: 3004.006836
	Iteration 6F: 3 clusters Score -1076506 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1077087.625000 Penalty: 3004.006836
	Iteration 7F: 3 clusters Score -1077088 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1077701.000000 Penalty: 3004.006836
	Iteration 8F: 3 clusters Score -1077701 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1078288.500000 Penalty: 3004.006836
	Iteration 9F: 3 clusters Score -1078288 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1078698.875000 Penalty: 3004.006836
	Iteration 10F: 3 clusters Score -1078699 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1078922.375000 Penalty: 3004.006836
	Iteration 11Q: 3 clusters Score -1078922 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1079022.875000 Penalty: 3004.006836
	Iteration 12Q: 3 clusters Score -1079023 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1079078.750000 Penalty: 3004.006836
	Iteration 13Q: 3 clusters Score -1079079 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1079105.125000 Penalty: 3004.006836
	Iteration 14Q: 3 clusters Score -1079105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1079124.250000 Penalty: 3004.006836
	Iteration 15Q: 3 clusters Score -1079124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1079135.500000 Penalty: 3004.006836
	Iteration 16Q: 3 clusters Score -1079136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1079143.375000 Penalty: 3004.006836
	Iteration 17Q: 3 clusters Score -1079143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1079150.625000 Penalty: 3004.006836
	Iteration 18Q: 3 clusters Score -1079151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1079152.250000 Penalty: 3004.006836
	Iteration 19Q: 3 clusters Score -1079152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1079155.625000 Penalty: 3004.006836
	Iteration 20F: 3 clusters Score -1079156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1079159.875000 Penalty: 3004.006836
	Iteration 21Q: 3 clusters Score -1079160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1079164.125000 Penalty: 3004.006836
	Iteration 22Q: 3 clusters Score -1079164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1079164.625000 Penalty: 3004.006836
	Iteration 23Q: 3 clusters Score -1079165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1079167.375000 Penalty: 3004.006836
	Iteration 24Q: 3 clusters Score -1079167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1079166.000000 Penalty: 3004.006836
	Iteration 25Q: 3 clusters Score -1079166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1079169.750000 Penalty: 3004.006836
	Iteration 26Q: 3 clusters Score -1079170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1079170.125000 Penalty: 3004.006836
	Iteration 27Q: 3 clusters Score -1079170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1079171.875000 Penalty: 3004.006836
	Iteration 28Q: 3 clusters Score -1079172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1079171.625000 Penalty: 3004.006836
	Iteration 29Q: 3 clusters Score -1079172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1079173.750000 Penalty: 3004.006836
	Iteration 30Q: 3 clusters Score -1079174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1079172.125000 Penalty: 3004.006836
	Iteration 31Q: 3 clusters Score -1079172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1079172.375000 Penalty: 3004.006836
	Iteration 32Q: 3 clusters Score -1079172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1079171.250000 Penalty: 3004.006836
	Iteration 33Q: 3 clusters Score -1079171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1079172.750000 Penalty: 3004.006836
	Iteration 34Q: 3 clusters Score -1079173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1079172.000000 Penalty: 3004.006836
	Iteration 35Q: 3 clusters Score -1079172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1079171.750000 Penalty: 3004.006836
	Iteration 36Q: 3 clusters Score -1079172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1079176.750000 Penalty: 3004.006836
	Iteration 37Q: 3 clusters Score -1079177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1079178.375000 Penalty: 3004.006836
	Iteration 38Q: 3 clusters Score -1079178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1079177.500000 Penalty: 3004.006836
	Iteration 39Q: 3 clusters Score -1079178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1079177.625000 Penalty: 3004.006836
	Iteration 40F: 3 clusters Score -1079178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1079177.250000 Penalty: 3004.006836
	Iteration 41Q: 3 clusters Score -1079177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1079176.500000 Penalty: 3004.006836
	Iteration 42Q: 3 clusters Score -1079176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1079176.875000 Penalty: 3004.006836
	Iteration 43Q: 3 clusters Score -1079177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1079177.375000 Penalty: 3004.006836
	Iteration 44Q: 3 clusters Score -1079177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1079180.125000 Penalty: 3004.006836
	Iteration 45Q: 3 clusters Score -1079180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1079180.000000 Penalty: 3004.006836
	Iteration 46Q: 3 clusters Score -1079180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1079178.375000 Penalty: 3004.006836
	Iteration 47Q: 3 clusters Score -1079178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1079177.500000 Penalty: 3004.006836
	Iteration 48Q: 3 clusters Score -1079178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1079179.125000 Penalty: 3004.006836
	Iteration 49Q: 3 clusters Score -1079179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1079179.125000 Penalty: 3004.006836
	Iteration 50F: 3 clusters Score -1079179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Entering Unmasked Estep 
Score: -3002915.000000 Penalty: 1669.460205
	Iteration 0F: 2 clusters Score -3002915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2983254.750000 Penalty: 3338.920410
	Iteration 0F: 3 clusters Score -2983255 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2990751.750000 Penalty: 3338.920410
	Iteration 1F: 3 clusters Score -2990752 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2991246.000000 Penalty: 3338.920410
	Iteration 2Q: 3 clusters Score -2991246 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2991804.250000 Penalty: 3338.920410
	Iteration 3Q: 3 clusters Score -2991804 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2992447.500000 Penalty: 3338.920410
	Iteration 4Q: 3 clusters Score -2992448 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2993184.000000 Penalty: 3338.920410
	Iteration 5F: 3 clusters Score -2993184 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2993943.250000 Penalty: 3338.920410
	Iteration 6Q: 3 clusters Score -2993943 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2994775.500000 Penalty: 3338.920410
	Iteration 7F: 3 clusters Score -2994776 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2995648.000000 Penalty: 3338.920410
	Iteration 8Q: 3 clusters Score -2995648 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2996464.250000 Penalty: 3338.920410
	Iteration 9Q: 3 clusters Score -2996464 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2997197.250000 Penalty: 3338.920410
	Iteration 10Q: 3 clusters Score -2997197 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2997914.250000 Penalty: 3338.920410
	Iteration 11Q: 3 clusters Score -2997914 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2998568.750000 Penalty: 3338.920410
	Iteration 12Q: 3 clusters Score -2998569 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2999217.250000 Penalty: 3338.920410
	Iteration 13Q: 3 clusters Score -2999217 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2999727.000000 Penalty: 3338.920410
	Iteration 14Q: 3 clusters Score -2999727 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3000128.250000 Penalty: 3338.920410
	Iteration 15Q: 3 clusters Score -3000128 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3000488.000000 Penalty: 3338.920410
	Iteration 16Q: 3 clusters Score -3000488 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3000798.500000 Penalty: 3338.920410
	Iteration 17Q: 3 clusters Score -3000798 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3001071.750000 Penalty: 3338.920410
	Iteration 18Q: 3 clusters Score -3001072 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3001229.000000 Penalty: 3338.920410
	Iteration 19Q: 3 clusters Score -3001229 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3001368.250000 Penalty: 3338.920410
	Iteration 20F: 3 clusters Score -3001368 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3001455.250000 Penalty: 3338.920410
	Iteration 21Q: 3 clusters Score -3001455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3001515.750000 Penalty: 3338.920410
	Iteration 22Q: 3 clusters Score -3001516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3001562.000000 Penalty: 3338.920410
	Iteration 23Q: 3 clusters Score -3001562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3001591.000000 Penalty: 3338.920410
	Iteration 24Q: 3 clusters Score -3001591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3001620.250000 Penalty: 3338.920410
	Iteration 25Q: 3 clusters Score -3001620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3001631.500000 Penalty: 3338.920410
	Iteration 26Q: 3 clusters Score -3001632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3001649.250000 Penalty: 3338.920410
	Iteration 27Q: 3 clusters Score -3001649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3001651.500000 Penalty: 3338.920410
	Iteration 28Q: 3 clusters Score -3001652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3001661.000000 Penalty: 3338.920410
	Iteration 29Q: 3 clusters Score -3001661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3001668.250000 Penalty: 3338.920410
	Iteration 30Q: 3 clusters Score -3001668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3001669.750000 Penalty: 3338.920410
	Iteration 31Q: 3 clusters Score -3001670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3001673.750000 Penalty: 3338.920410
	Iteration 32Q: 3 clusters Score -3001674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3001678.250000 Penalty: 3338.920410
	Iteration 33Q: 3 clusters Score -3001678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3001682.750000 Penalty: 3338.920410
	Iteration 34Q: 3 clusters Score -3001683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3001689.250000 Penalty: 3338.920410
	Iteration 35Q: 3 clusters Score -3001689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3001695.250000 Penalty: 3338.920410
	Iteration 36Q: 3 clusters Score -3001695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3001699.250000 Penalty: 3338.920410
	Iteration 37Q: 3 clusters Score -3001699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3001702.000000 Penalty: 3338.920410
	Iteration 38Q: 3 clusters Score -3001702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3001702.000000 Penalty: 3338.920410
	Iteration 39Q: 3 clusters Score -3001702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3001708.000000 Penalty: 3338.920410
	Iteration 40F: 3 clusters Score -3001708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3001706.000000 Penalty: 3338.920410
	Iteration 41Q: 3 clusters Score -3001706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3001707.000000 Penalty: 3338.920410
	Iteration 42Q: 3 clusters Score -3001707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3001712.750000 Penalty: 3338.920410
	Iteration 43Q: 3 clusters Score -3001713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3001712.000000 Penalty: 3338.920410
	Iteration 44Q: 3 clusters Score -3001712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3001715.250000 Penalty: 3338.920410
	Iteration 45Q: 3 clusters Score -3001715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3001714.750000 Penalty: 3338.920410
	Iteration 46Q: 3 clusters Score -3001715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3001718.500000 Penalty: 3338.920410
	Iteration 47Q: 3 clusters Score -3001718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3001719.500000 Penalty: 3338.920410
	Iteration 48Q: 3 clusters Score -3001720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3001721.500000 Penalty: 3338.920410
	Iteration 49Q: 3 clusters Score -3001722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3001724.250000 Penalty: 3338.920410
	Iteration 50Q: 3 clusters Score -3001724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3001724.750000 Penalty: 3338.920410
	Iteration 51Q: 3 clusters Score -3001725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3001727.250000 Penalty: 3338.920410
	Iteration 52Q: 3 clusters Score -3001727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3001726.250000 Penalty: 3338.920410
	Iteration 53Q: 3 clusters Score -3001726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3001728.500000 Penalty: 3338.920410
	Iteration 54Q: 3 clusters Score -3001728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3001728.500000 Penalty: 3338.920410
	Iteration 55Q: 3 clusters Score -3001728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3001728.250000 Penalty: 3338.920410
	Iteration 56Q: 3 clusters Score -3001728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3001728.250000 Penalty: 3338.920410
	Iteration 57F: 3 clusters Score -3001728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Entering Unmasked Estep 
Score: -11815550.000000 Penalty: 1890.451660
	Iteration 0F: 2 clusters Score -1.181555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -11739919.000000 Penalty: 3780.903320
	Iteration 0F: 3 clusters Score -1.173992e+07 nChanged 54231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -11772084.000000 Penalty: 3780.903320
	Iteration 1F: 3 clusters Score -1.177208e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -11773266.000000 Penalty: 3780.903320
	Iteration 2Q: 3 clusters Score -1.177327e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -11774698.000000 Penalty: 3780.903320
	Iteration 3Q: 3 clusters Score -1.17747e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -11776227.000000 Penalty: 3780.903320
	Iteration 4Q: 3 clusters Score -1.177623e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -11778005.000000 Penalty: 3780.903320
	Iteration 5Q: 3 clusters Score -1.1778e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -11780298.000000 Penalty: 3780.903320
	Iteration 6Q: 3 clusters Score -1.17803e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -11783416.000000 Penalty: 3780.903320
	Iteration 7F: 3 clusters Score -1.178342e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -11787762.000000 Penalty: 3780.903320
	Iteration 8F: 3 clusters Score -1.178776e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -11793315.000000 Penalty: 3780.903320
	Iteration 9F: 3 clusters Score -1.179332e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -11799290.000000 Penalty: 3780.903320
	Iteration 10F: 3 clusters Score -1.179929e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -11804895.000000 Penalty: 3780.903320
	Iteration 11F: 3 clusters Score -1.18049e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -11809095.000000 Penalty: 3780.903320
	Iteration 12Q: 3 clusters Score -1.18091e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -11811598.000000 Penalty: 3780.903320
	Iteration 13Q: 3 clusters Score -1.18116e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11812838.000000 Penalty: 3780.903320
	Iteration 14Q: 3 clusters Score -1.181284e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11813488.000000 Penalty: 3780.903320
	Iteration 15Q: 3 clusters Score -1.181349e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -11813867.000000 Penalty: 3780.903320
	Iteration 16Q: 3 clusters Score -1.181387e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11814145.000000 Penalty: 3780.903320
	Iteration 17Q: 3 clusters Score -1.181414e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11814372.000000 Penalty: 3780.903320
	Iteration 18Q: 3 clusters Score -1.181437e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111248 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11814588.000000 Penalty: 3780.903320
	Iteration 19Q: 3 clusters Score -1.181459e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11814773.000000 Penalty: 3780.903320
	Iteration 20F: 3 clusters Score -1.181477e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111022 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11814885.000000 Penalty: 3780.903320
	Iteration 21Q: 3 clusters Score -1.181488e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110874 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -11815008.000000 Penalty: 3780.903320
	Iteration 22Q: 3 clusters Score -1.181501e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11815136.000000 Penalty: 3780.903320
	Iteration 23Q: 3 clusters Score -1.181514e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11815257.000000 Penalty: 3780.903320
	Iteration 24Q: 3 clusters Score -1.181526e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -11815397.000000 Penalty: 3780.903320
	Iteration 25Q: 3 clusters Score -1.18154e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11815470.000000 Penalty: 3780.903320
	Iteration 26Q: 3 clusters Score -1.181547e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -11815547.000000 Penalty: 3780.903320
	Iteration 27Q: 3 clusters Score -1.181555e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -11815613.000000 Penalty: 3780.903320
	Iteration 28Q: 3 clusters Score -1.181561e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -11815635.000000 Penalty: 3780.903320
	Iteration 29Q: 3 clusters Score -1.181564e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -11815680.000000 Penalty: 3780.903320
	Iteration 30Q: 3 clusters Score -1.181568e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -11815729.000000 Penalty: 3780.903320
	Iteration 31Q: 3 clusters Score -1.181573e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -11815726.000000 Penalty: 3780.903320
	Iteration 32Q: 3 clusters Score -1.181573e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -11815770.000000 Penalty: 3780.903320
	Iteration 33Q: 3 clusters Score -1.181577e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -11815780.000000 Penalty: 3780.903320
	Iteration 34Q: 3 clusters Score -1.181578e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -11815773.000000 Penalty: 3780.903320
	Iteration 35Q: 3 clusters Score -1.181577e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -11815806.000000 Penalty: 3780.903320
	Iteration 36Q: 3 clusters Score -1.181581e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11815832.000000 Penalty: 3780.903320
	Iteration 37Q: 3 clusters Score -1.181583e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11815868.000000 Penalty: 3780.903320
	Iteration 38Q: 3 clusters Score -1.181587e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -11815865.000000 Penalty: 3780.903320
	Iteration 39Q: 3 clusters Score -1.181586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -11815893.000000 Penalty: 3780.903320
	Iteration 40F: 3 clusters Score -1.181589e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -11815911.000000 Penalty: 3780.903320
	Iteration 41Q: 3 clusters Score -1.181591e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -11815956.000000 Penalty: 3780.903320
	Iteration 42Q: 3 clusters Score -1.181596e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -11815958.000000 Penalty: 3780.903320
	Iteration 43Q: 3 clusters Score -1.181596e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -11815944.000000 Penalty: 3780.903320
	Iteration 44Q: 3 clusters Score -1.181594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108288 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -11815957.000000 Penalty: 3780.903320
	Iteration 45Q: 3 clusters Score -1.181596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11815991.000000 Penalty: 3780.903320
	Iteration 46Q: 3 clusters Score -1.181599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -11815984.000000 Penalty: 3780.903320
	Iteration 47Q: 3 clusters Score -1.181598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -11815975.000000 Penalty: 3780.903320
	Iteration 48Q: 3 clusters Score -1.181598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -11815984.000000 Penalty: 3780.903320
	Iteration 49Q: 3 clusters Score -1.181598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -11815973.000000 Penalty: 3780.903320
	Iteration 50Q: 3 clusters Score -1.181597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -11815962.000000 Penalty: 3780.903320
	Iteration 51Q: 3 clusters Score -1.181596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11815969.000000 Penalty: 3780.903320
	Iteration 52Q: 3 clusters Score -1.181597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -11815979.000000 Penalty: 3780.903320
	Iteration 53Q: 3 clusters Score -1.181598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -11815989.000000 Penalty: 3780.903320
	Iteration 54Q: 3 clusters Score -1.181599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -11815986.000000 Penalty: 3780.903320
	Iteration 55Q: 3 clusters Score -1.181599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -11815993.000000 Penalty: 3780.903320
	Iteration 56Q: 3 clusters Score -1.181599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108003 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -11816019.000000 Penalty: 3780.903320
	Iteration 57Q: 3 clusters Score -1.181602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -11816008.000000 Penalty: 3780.903320
	Iteration 58Q: 3 clusters Score -1.181601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -11816023.000000 Penalty: 3780.903320
	Iteration 59Q: 3 clusters Score -1.181602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -11816033.000000 Penalty: 3780.903320
	Iteration 60F: 3 clusters Score -1.181603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -11816030.000000 Penalty: 3780.903320
	Iteration 61Q: 3 clusters Score -1.181603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -11816030.000000 Penalty: 3780.903320
	Iteration 62Q: 3 clusters Score -1.181603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -11816003.000000 Penalty: 3780.903320
	Iteration 63Q: 3 clusters Score -1.1816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -11816008.000000 Penalty: 3780.903320
	Iteration 64Q: 3 clusters Score -1.181601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -11815996.000000 Penalty: 3780.903320
	Iteration 65Q: 3 clusters Score -1.1816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -11815991.000000 Penalty: 3780.903320
	Iteration 66Q: 3 clusters Score -1.181599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -11815982.000000 Penalty: 3780.903320
	Iteration 67Q: 3 clusters Score -1.181598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -11815993.000000 Penalty: 3780.903320
	Iteration 68Q: 3 clusters Score -1.181599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -11816000.000000 Penalty: 3780.903320
	Iteration 69Q: 3 clusters Score -1.1816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -11816005.000000 Penalty: 3780.903320
	Iteration 70Q: 3 clusters Score -1.1816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -11816007.000000 Penalty: 3780.903320
	Iteration 71Q: 3 clusters Score -1.181601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -11816007.000000 Penalty: 3780.903320
	Iteration 72Q: 3 clusters Score -1.181601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -11816008.000000 Penalty: 3780.903320
	Iteration 73Q: 3 clusters Score -1.181601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -11816003.000000 Penalty: 3780.903320
	Iteration 74Q: 3 clusters Score -1.1816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -11816004.000000 Penalty: 3780.903320
	Iteration 75Q: 3 clusters Score -1.1816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -11816002.000000 Penalty: 3780.903320
	Iteration 76Q: 3 clusters Score -1.1816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -11816003.000000 Penalty: 3780.903320
	Iteration 77Q: 3 clusters Score -1.1816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -11815997.000000 Penalty: 3780.903320
	Iteration 78Q: 3 clusters Score -1.1816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -11816006.000000 Penalty: 3780.903320
	Iteration 79Q: 3 clusters Score -1.181601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -11816004.000000 Penalty: 3780.903320
	Iteration 80F: 3 clusters Score -1.1816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -11816009.000000 Penalty: 3780.903320
	Iteration 81Q: 3 clusters Score -1.181601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107701 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -11816008.000000 Penalty: 3780.903320
	Iteration 82Q: 3 clusters Score -1.181601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107701 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -11816008.000000 Penalty: 3780.903320
	Iteration 83F: 3 clusters Score -1.181601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 107701 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 5119 members 
Entering Unmasked Estep 
Score: -154068624.000000 Penalty: 111104.703125
Splitting cluster 3 changes total score from -154068768.000000 to -154068624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Entering Unmasked Estep 
Score: -2143614.500000 Penalty: 1612.789307
	Iteration 0F: 2 clusters Score -2143614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2129727.750000 Penalty: 3225.578613
	Iteration 0F: 3 clusters Score -2129728 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2134771.500000 Penalty: 3225.578613
	Iteration 1F: 3 clusters Score -2134772 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2135154.500000 Penalty: 3225.578613
	Iteration 2F: 3 clusters Score -2135154 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2135543.000000 Penalty: 3225.578613
	Iteration 3Q: 3 clusters Score -2135543 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2135942.250000 Penalty: 3225.578613
	Iteration 4Q: 3 clusters Score -2135942 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2136412.750000 Penalty: 3225.578613
	Iteration 5Q: 3 clusters Score -2136413 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2136957.750000 Penalty: 3225.578613
	Iteration 6Q: 3 clusters Score -2136958 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2137570.000000 Penalty: 3225.578613
	Iteration 7F: 3 clusters Score -2137570 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2138313.750000 Penalty: 3225.578613
	Iteration 8F: 3 clusters Score -2138314 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2139175.500000 Penalty: 3225.578613
	Iteration 9F: 3 clusters Score -2139176 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2140038.000000 Penalty: 3225.578613
	Iteration 10F: 3 clusters Score -2140038 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2140820.750000 Penalty: 3225.578613
	Iteration 11Q: 3 clusters Score -2140821 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2141407.000000 Penalty: 3225.578613
	Iteration 12Q: 3 clusters Score -2141407 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2141755.500000 Penalty: 3225.578613
	Iteration 13Q: 3 clusters Score -2141756 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2141934.250000 Penalty: 3225.578613
	Iteration 14Q: 3 clusters Score -2141934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2142049.000000 Penalty: 3225.578613
	Iteration 15Q: 3 clusters Score -2142049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2142112.000000 Penalty: 3225.578613
	Iteration 16Q: 3 clusters Score -2142112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2142144.250000 Penalty: 3225.578613
	Iteration 17Q: 3 clusters Score -2142144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2142170.250000 Penalty: 3225.578613
	Iteration 18Q: 3 clusters Score -2142170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2142192.750000 Penalty: 3225.578613
	Iteration 19Q: 3 clusters Score -2142193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2142200.250000 Penalty: 3225.578613
	Iteration 20F: 3 clusters Score -2142200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2142212.500000 Penalty: 3225.578613
	Iteration 21Q: 3 clusters Score -2142212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2142212.250000 Penalty: 3225.578613
	Iteration 22Q: 3 clusters Score -2142212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2142214.750000 Penalty: 3225.578613
	Iteration 23Q: 3 clusters Score -2142215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2142214.000000 Penalty: 3225.578613
	Iteration 24Q: 3 clusters Score -2142214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2142214.000000 Penalty: 3225.578613
	Iteration 25F: 3 clusters Score -2142214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Entering Unmasked Estep 
Score: -3228865.250000 Penalty: 1684.627563
	Iteration 0F: 2 clusters Score -3228865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3207425.000000 Penalty: 3369.255127
	Iteration 0F: 3 clusters Score -3207425 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3215629.500000 Penalty: 3369.255127
	Iteration 1F: 3 clusters Score -3215630 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3216127.750000 Penalty: 3369.255127
	Iteration 2Q: 3 clusters Score -3216128 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3216618.250000 Penalty: 3369.255127
	Iteration 3Q: 3 clusters Score -3216618 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3217175.500000 Penalty: 3369.255127
	Iteration 4Q: 3 clusters Score -3217176 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3217881.500000 Penalty: 3369.255127
	Iteration 5Q: 3 clusters Score -3217882 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3218824.500000 Penalty: 3369.255127
	Iteration 6F: 3 clusters Score -3218824 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3220165.000000 Penalty: 3369.255127
	Iteration 7F: 3 clusters Score -3220165 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3221634.750000 Penalty: 3369.255127
	Iteration 8F: 3 clusters Score -3221635 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3223153.000000 Penalty: 3369.255127
	Iteration 9F: 3 clusters Score -3223153 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3224454.500000 Penalty: 3369.255127
	Iteration 10F: 3 clusters Score -3224454 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3225449.750000 Penalty: 3369.255127
	Iteration 11Q: 3 clusters Score -3225450 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3226109.250000 Penalty: 3369.255127
	Iteration 12Q: 3 clusters Score -3226109 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3226638.000000 Penalty: 3369.255127
	Iteration 13Q: 3 clusters Score -3226638 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3226995.250000 Penalty: 3369.255127
	Iteration 14Q: 3 clusters Score -3226995 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3227255.750000 Penalty: 3369.255127
	Iteration 15Q: 3 clusters Score -3227256 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3227413.750000 Penalty: 3369.255127
	Iteration 16Q: 3 clusters Score -3227414 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3227524.750000 Penalty: 3369.255127
	Iteration 17Q: 3 clusters Score -3227525 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3227598.000000 Penalty: 3369.255127
	Iteration 18Q: 3 clusters Score -3227598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3227644.500000 Penalty: 3369.255127
	Iteration 19Q: 3 clusters Score -3227644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3227684.500000 Penalty: 3369.255127
	Iteration 20F: 3 clusters Score -3227684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3227722.000000 Penalty: 3369.255127
	Iteration 21Q: 3 clusters Score -3227722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3227729.000000 Penalty: 3369.255127
	Iteration 22Q: 3 clusters Score -3227729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3227740.250000 Penalty: 3369.255127
	Iteration 23Q: 3 clusters Score -3227740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3227757.500000 Penalty: 3369.255127
	Iteration 24Q: 3 clusters Score -3227758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3227766.750000 Penalty: 3369.255127
	Iteration 25Q: 3 clusters Score -3227767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3227780.750000 Penalty: 3369.255127
	Iteration 26Q: 3 clusters Score -3227781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3227779.750000 Penalty: 3369.255127
	Iteration 27Q: 3 clusters Score -3227780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3227786.500000 Penalty: 3369.255127
	Iteration 28Q: 3 clusters Score -3227786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3227794.250000 Penalty: 3369.255127
	Iteration 29Q: 3 clusters Score -3227794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3227797.250000 Penalty: 3369.255127
	Iteration 30Q: 3 clusters Score -3227797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3227799.500000 Penalty: 3369.255127
	Iteration 31Q: 3 clusters Score -3227800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3227800.500000 Penalty: 3369.255127
	Iteration 32Q: 3 clusters Score -3227800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3227807.250000 Penalty: 3369.255127
	Iteration 33Q: 3 clusters Score -3227807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3227809.250000 Penalty: 3369.255127
	Iteration 34Q: 3 clusters Score -3227809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3227821.250000 Penalty: 3369.255127
	Iteration 35Q: 3 clusters Score -3227821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3227831.000000 Penalty: 3369.255127
	Iteration 36Q: 3 clusters Score -3227831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3227837.750000 Penalty: 3369.255127
	Iteration 37Q: 3 clusters Score -3227838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3227840.500000 Penalty: 3369.255127
	Iteration 38Q: 3 clusters Score -3227840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3227852.500000 Penalty: 3369.255127
	Iteration 39Q: 3 clusters Score -3227852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3227852.250000 Penalty: 3369.255127
	Iteration 40F: 3 clusters Score -3227852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3227856.750000 Penalty: 3369.255127
	Iteration 41Q: 3 clusters Score -3227857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3227860.500000 Penalty: 3369.255127
	Iteration 42Q: 3 clusters Score -3227860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3227861.750000 Penalty: 3369.255127
	Iteration 43Q: 3 clusters Score -3227862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3227869.500000 Penalty: 3369.255127
	Iteration 44Q: 3 clusters Score -3227870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3227879.500000 Penalty: 3369.255127
	Iteration 45Q: 3 clusters Score -3227880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3227871.750000 Penalty: 3369.255127
	Iteration 46Q: 3 clusters Score -3227872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3227881.750000 Penalty: 3369.255127
	Iteration 47Q: 3 clusters Score -3227882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3227884.500000 Penalty: 3369.255127
	Iteration 48Q: 3 clusters Score -3227884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3227884.000000 Penalty: 3369.255127
	Iteration 49Q: 3 clusters Score -3227884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3227886.750000 Penalty: 3369.255127
	Iteration 50Q: 3 clusters Score -3227887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3227888.250000 Penalty: 3369.255127
	Iteration 51Q: 3 clusters Score -3227888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3227889.750000 Penalty: 3369.255127
	Iteration 52Q: 3 clusters Score -3227890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3227897.500000 Penalty: 3369.255127
	Iteration 53Q: 3 clusters Score -3227898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3227898.000000 Penalty: 3369.255127
	Iteration 54Q: 3 clusters Score -3227898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3227901.250000 Penalty: 3369.255127
	Iteration 55Q: 3 clusters Score -3227901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3227905.500000 Penalty: 3369.255127
	Iteration 56Q: 3 clusters Score -3227906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3227904.000000 Penalty: 3369.255127
	Iteration 57Q: 3 clusters Score -3227904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3227908.000000 Penalty: 3369.255127
	Iteration 58Q: 3 clusters Score -3227908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3227909.750000 Penalty: 3369.255127
	Iteration 59Q: 3 clusters Score -3227910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3227910.750000 Penalty: 3369.255127
	Iteration 60F: 3 clusters Score -3227911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3227917.750000 Penalty: 3369.255127
	Iteration 61Q: 3 clusters Score -3227918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3227919.500000 Penalty: 3369.255127
	Iteration 62Q: 3 clusters Score -3227920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3227921.250000 Penalty: 3369.255127
	Iteration 63Q: 3 clusters Score -3227921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3227920.750000 Penalty: 3369.255127
	Iteration 64Q: 3 clusters Score -3227921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3227919.000000 Penalty: 3369.255127
	Iteration 65Q: 3 clusters Score -3227919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3227920.750000 Penalty: 3369.255127
	Iteration 66Q: 3 clusters Score -3227921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3227920.750000 Penalty: 3369.255127
	Iteration 67F: 3 clusters Score -3227921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Entering Unmasked Estep 
Score: -3061713.500000 Penalty: 1686.568359
	Iteration 0F: 2 clusters Score -3061714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3040005.750000 Penalty: 3373.136719
	Iteration 0F: 3 clusters Score -3040006 nChanged 14982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3048880.500000 Penalty: 3373.136719
	Iteration 1F: 3 clusters Score -3048880 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3050169.750000 Penalty: 3373.136719
	Iteration 2F: 3 clusters Score -3050170 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3051805.250000 Penalty: 3373.136719
	Iteration 3F: 3 clusters Score -3051805 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3053430.500000 Penalty: 3373.136719
	Iteration 4F: 3 clusters Score -3053430 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3054701.250000 Penalty: 3373.136719
	Iteration 5F: 3 clusters Score -3054701 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3055770.250000 Penalty: 3373.136719
	Iteration 6F: 3 clusters Score -3055770 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3056618.000000 Penalty: 3373.136719
	Iteration 7Q: 3 clusters Score -3056618 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3057238.000000 Penalty: 3373.136719
	Iteration 8Q: 3 clusters Score -3057238 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3057771.500000 Penalty: 3373.136719
	Iteration 9Q: 3 clusters Score -3057772 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3058244.500000 Penalty: 3373.136719
	Iteration 10Q: 3 clusters Score -3058244 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3058730.750000 Penalty: 3373.136719
	Iteration 11Q: 3 clusters Score -3058731 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3059150.000000 Penalty: 3373.136719
	Iteration 12Q: 3 clusters Score -3059150 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3059531.000000 Penalty: 3373.136719
	Iteration 13Q: 3 clusters Score -3059531 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3059881.500000 Penalty: 3373.136719
	Iteration 14Q: 3 clusters Score -3059882 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3060120.000000 Penalty: 3373.136719
	Iteration 15Q: 3 clusters Score -3060120 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3060278.000000 Penalty: 3373.136719
	Iteration 16Q: 3 clusters Score -3060278 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3060413.000000 Penalty: 3373.136719
	Iteration 17Q: 3 clusters Score -3060413 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3060494.000000 Penalty: 3373.136719
	Iteration 18Q: 3 clusters Score -3060494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -3060547.250000 Penalty: 3373.136719
	Iteration 19Q: 3 clusters Score -3060547 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3060617.750000 Penalty: 3373.136719
	Iteration 20F: 3 clusters Score -3060618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3060658.750000 Penalty: 3373.136719
	Iteration 21Q: 3 clusters Score -3060659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3060673.000000 Penalty: 3373.136719
	Iteration 22Q: 3 clusters Score -3060673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3060700.500000 Penalty: 3373.136719
	Iteration 23Q: 3 clusters Score -3060700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3060723.500000 Penalty: 3373.136719
	Iteration 24Q: 3 clusters Score -3060724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3060738.750000 Penalty: 3373.136719
	Iteration 25Q: 3 clusters Score -3060739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3060753.750000 Penalty: 3373.136719
	Iteration 26Q: 3 clusters Score -3060754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3060754.000000 Penalty: 3373.136719
	Iteration 27Q: 3 clusters Score -3060754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3060760.500000 Penalty: 3373.136719
	Iteration 28Q: 3 clusters Score -3060760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3060760.500000 Penalty: 3373.136719
	Iteration 29Q: 3 clusters Score -3060760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3060770.000000 Penalty: 3373.136719
	Iteration 30Q: 3 clusters Score -3060770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3060776.750000 Penalty: 3373.136719
	Iteration 31Q: 3 clusters Score -3060777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3060776.250000 Penalty: 3373.136719
	Iteration 32Q: 3 clusters Score -3060776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3060776.250000 Penalty: 3373.136719
	Iteration 33Q: 3 clusters Score -3060776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3060773.750000 Penalty: 3373.136719
	Iteration 34Q: 3 clusters Score -3060774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3060776.500000 Penalty: 3373.136719
	Iteration 35Q: 3 clusters Score -3060776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3060781.500000 Penalty: 3373.136719
	Iteration 36Q: 3 clusters Score -3060782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3060782.750000 Penalty: 3373.136719
	Iteration 37Q: 3 clusters Score -3060783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3060785.500000 Penalty: 3373.136719
	Iteration 38Q: 3 clusters Score -3060786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3060788.750000 Penalty: 3373.136719
	Iteration 39Q: 3 clusters Score -3060789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3060790.500000 Penalty: 3373.136719
	Iteration 40F: 3 clusters Score -3060790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3060789.750000 Penalty: 3373.136719
	Iteration 41Q: 3 clusters Score -3060790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3060792.000000 Penalty: 3373.136719
	Iteration 42Q: 3 clusters Score -3060792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3060794.500000 Penalty: 3373.136719
	Iteration 43Q: 3 clusters Score -3060794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3060791.000000 Penalty: 3373.136719
	Iteration 44Q: 3 clusters Score -3060791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3060794.000000 Penalty: 3373.136719
	Iteration 45Q: 3 clusters Score -3060794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3060790.750000 Penalty: 3373.136719
	Iteration 46Q: 3 clusters Score -3060791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3060790.000000 Penalty: 3373.136719
	Iteration 47Q: 3 clusters Score -3060790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -3060791.000000 Penalty: 3373.136719
	Iteration 48Q: 3 clusters Score -3060791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3060791.250000 Penalty: 3373.136719
	Iteration 49Q: 3 clusters Score -3060791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3060788.250000 Penalty: 3373.136719
	Iteration 50Q: 3 clusters Score -3060788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -3060794.250000 Penalty: 3373.136719
	Iteration 51Q: 3 clusters Score -3060794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3060792.500000 Penalty: 3373.136719
	Iteration 52Q: 3 clusters Score -3060792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3060788.750000 Penalty: 3373.136719
	Iteration 53Q: 3 clusters Score -3060789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3060797.000000 Penalty: 3373.136719
	Iteration 54Q: 3 clusters Score -3060797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3060806.000000 Penalty: 3373.136719
	Iteration 55Q: 3 clusters Score -3060806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3060805.500000 Penalty: 3373.136719
	Iteration 56Q: 3 clusters Score -3060806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -3060808.500000 Penalty: 3373.136719
	Iteration 57Q: 3 clusters Score -3060808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3060812.750000 Penalty: 3373.136719
	Iteration 58Q: 3 clusters Score -3060813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -3060813.000000 Penalty: 3373.136719
	Iteration 59Q: 3 clusters Score -3060813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3060815.250000 Penalty: 3373.136719
	Iteration 60F: 3 clusters Score -3060815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -3060813.250000 Penalty: 3373.136719
	Iteration 61Q: 3 clusters Score -3060813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3060813.500000 Penalty: 3373.136719
	Iteration 62Q: 3 clusters Score -3060814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3060814.250000 Penalty: 3373.136719
	Iteration 63Q: 3 clusters Score -3060814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3060815.500000 Penalty: 3373.136719
	Iteration 64Q: 3 clusters Score -3060816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3060817.250000 Penalty: 3373.136719
	Iteration 65Q: 3 clusters Score -3060817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3060813.750000 Penalty: 3373.136719
	Iteration 66Q: 3 clusters Score -3060814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3060813.750000 Penalty: 3373.136719
	Iteration 67F: 3 clusters Score -3060814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Entering Unmasked Estep 
Score: -959420.625000 Penalty: 1485.236694
	Iteration 0F: 2 clusters Score -959420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -952663.250000 Penalty: 2970.473389
	Iteration 0F: 3 clusters Score -952663.2 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -954795.125000 Penalty: 2970.473389
	Iteration 1F: 3 clusters Score -954795.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -955059.250000 Penalty: 2970.473389
	Iteration 2F: 3 clusters Score -955059.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -955295.375000 Penalty: 2970.473389
	Iteration 3F: 3 clusters Score -955295.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -955572.437500 Penalty: 2970.473389
	Iteration 4F: 3 clusters Score -955572.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -955864.812500 Penalty: 2970.473389
	Iteration 5F: 3 clusters Score -955864.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -956191.187500 Penalty: 2970.473389
	Iteration 6Q: 3 clusters Score -956191.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -956607.687500 Penalty: 2970.473389
	Iteration 7F: 3 clusters Score -956607.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -957050.187500 Penalty: 2970.473389
	Iteration 8Q: 3 clusters Score -957050.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -957372.375000 Penalty: 2970.473389
	Iteration 9Q: 3 clusters Score -957372.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -957603.062500 Penalty: 2970.473389
	Iteration 10Q: 3 clusters Score -957603.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -957770.000000 Penalty: 2970.473389
	Iteration 11Q: 3 clusters Score -957770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -957903.187500 Penalty: 2970.473389
	Iteration 12Q: 3 clusters Score -957903.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -957997.625000 Penalty: 2970.473389
	Iteration 13Q: 3 clusters Score -957997.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -958059.062500 Penalty: 2970.473389
	Iteration 14Q: 3 clusters Score -958059.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -958099.812500 Penalty: 2970.473389
	Iteration 15Q: 3 clusters Score -958099.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -958133.375000 Penalty: 2970.473389
	Iteration 16Q: 3 clusters Score -958133.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -958161.375000 Penalty: 2970.473389
	Iteration 17Q: 3 clusters Score -958161.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -958185.187500 Penalty: 2970.473389
	Iteration 18Q: 3 clusters Score -958185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -958198.187500 Penalty: 2970.473389
	Iteration 19Q: 3 clusters Score -958198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -958207.500000 Penalty: 2970.473389
	Iteration 20F: 3 clusters Score -958207.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -958218.437500 Penalty: 2970.473389
	Iteration 21Q: 3 clusters Score -958218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -958221.500000 Penalty: 2970.473389
	Iteration 22Q: 3 clusters Score -958221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -958223.125000 Penalty: 2970.473389
	Iteration 23Q: 3 clusters Score -958223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -958224.937500 Penalty: 2970.473389
	Iteration 24Q: 3 clusters Score -958224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -958224.812500 Penalty: 2970.473389
	Iteration 25Q: 3 clusters Score -958224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -958225.750000 Penalty: 2970.473389
	Iteration 26Q: 3 clusters Score -958225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -958228.000000 Penalty: 2970.473389
	Iteration 27Q: 3 clusters Score -958228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -958230.187500 Penalty: 2970.473389
	Iteration 28Q: 3 clusters Score -958230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -958230.062500 Penalty: 2970.473389
	Iteration 29Q: 3 clusters Score -958230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -958230.312500 Penalty: 2970.473389
	Iteration 30Q: 3 clusters Score -958230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -958230.312500 Penalty: 2970.473389
	Iteration 31F: 3 clusters Score -958230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -462473.312500 Penalty: 1387.643677
	Iteration 0F: 2 clusters Score -462473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -458492.562500 Penalty: 2775.287354
	Iteration 0F: 3 clusters Score -458492.6 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -459760.218750 Penalty: 2775.287354
	Iteration 1F: 3 clusters Score -459760.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -460068.656250 Penalty: 2775.287354
	Iteration 2F: 3 clusters Score -460068.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -460384.812500 Penalty: 2775.287354
	Iteration 3F: 3 clusters Score -460384.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -460687.812500 Penalty: 2775.287354
	Iteration 4F: 3 clusters Score -460687.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -460951.312500 Penalty: 2775.287354
	Iteration 5F: 3 clusters Score -460951.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -461162.312500 Penalty: 2775.287354
	Iteration 6F: 3 clusters Score -461162.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -461296.625000 Penalty: 2775.287354
	Iteration 7Q: 3 clusters Score -461296.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -461403.531250 Penalty: 2775.287354
	Iteration 8Q: 3 clusters Score -461403.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -461477.656250 Penalty: 2775.287354
	Iteration 9Q: 3 clusters Score -461477.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -461530.500000 Penalty: 2775.287354
	Iteration 10Q: 3 clusters Score -461530.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -461563.218750 Penalty: 2775.287354
	Iteration 11Q: 3 clusters Score -461563.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -461593.218750 Penalty: 2775.287354
	Iteration 12Q: 3 clusters Score -461593.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -461628.125000 Penalty: 2775.287354
	Iteration 13Q: 3 clusters Score -461628.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -461660.812500 Penalty: 2775.287354
	Iteration 14Q: 3 clusters Score -461660.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -461687.312500 Penalty: 2775.287354
	Iteration 15Q: 3 clusters Score -461687.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -461715.218750 Penalty: 2775.287354
	Iteration 16Q: 3 clusters Score -461715.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -461749.656250 Penalty: 2775.287354
	Iteration 17Q: 3 clusters Score -461749.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -461781.218750 Penalty: 2775.287354
	Iteration 18Q: 3 clusters Score -461781.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -461821.031250 Penalty: 2775.287354
	Iteration 19Q: 3 clusters Score -461821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -461861.156250 Penalty: 2775.287354
	Iteration 20F: 3 clusters Score -461861.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -461909.406250 Penalty: 2775.287354
	Iteration 21Q: 3 clusters Score -461909.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -461958.875000 Penalty: 2775.287354
	Iteration 22Q: 3 clusters Score -461958.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -462010.875000 Penalty: 2775.287354
	Iteration 23Q: 3 clusters Score -462010.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -462079.125000 Penalty: 2775.287354
	Iteration 24Q: 3 clusters Score -462079.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -462178.093750 Penalty: 2775.287354
	Iteration 25Q: 3 clusters Score -462178.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -462303.968750 Penalty: 2775.287354
	Iteration 26Q: 3 clusters Score -462304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -462461.093750 Penalty: 2775.287354
	Iteration 27Q: 3 clusters Score -462461.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -462590.500000 Penalty: 2775.287354
	Iteration 28Q: 3 clusters Score -462590.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -462648.218750 Penalty: 2775.287354
	Iteration 29Q: 3 clusters Score -462648.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -462670.750000 Penalty: 2775.287354
	Iteration 30Q: 3 clusters Score -462670.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -462692.187500 Penalty: 2775.287354
	Iteration 31Q: 3 clusters Score -462692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -462696.781250 Penalty: 2775.287354
	Iteration 32Q: 3 clusters Score -462696.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -462701.812500 Penalty: 2775.287354
	Iteration 33Q: 3 clusters Score -462701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -462705.406250 Penalty: 2775.287354
	Iteration 34Q: 3 clusters Score -462705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -462707.656250 Penalty: 2775.287354
	Iteration 35Q: 3 clusters Score -462707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -462709.500000 Penalty: 2775.287354
	Iteration 36Q: 3 clusters Score -462709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -462709.031250 Penalty: 2775.287354
	Iteration 37Q: 3 clusters Score -462709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -462709.031250 Penalty: 2775.287354
	Iteration 38F: 3 clusters Score -462709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 3934 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 1178 members 
Entering Unmasked Estep 
Score: -154067840.000000 Penalty: 111104.703125
Splitting cluster 8 changes total score from -154068768.000000 to -154067840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (192195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192195 members 
Entering Unmasked Estep 
Score: -20015116.000000 Penalty: 1977.018188
	Iteration 0F: 2 clusters Score -2.001512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -19893428.000000 Penalty: 3954.036377
	Iteration 0F: 3 clusters Score -1.989343e+07 nChanged 92877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -19950298.000000 Penalty: 3954.036377
	Iteration 1F: 3 clusters Score -1.99503e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -19952646.000000 Penalty: 3954.036377
	Iteration 2Q: 3 clusters Score -1.995265e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -19956710.000000 Penalty: 3954.036377
	Iteration 3F: 3 clusters Score -1.995671e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -19963578.000000 Penalty: 3954.036377
	Iteration 4F: 3 clusters Score -1.996358e+07 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144284 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -19974622.000000 Penalty: 3954.036377
	Iteration 5F: 3 clusters Score -1.997462e+07 nChanged 17053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -19988902.000000 Penalty: 3954.036377
	Iteration 6F: 3 clusters Score -1.99889e+07 nChanged 15502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176809 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -20001914.000000 Penalty: 3954.036377
	Iteration 7F: 3 clusters Score -2.000191e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186515 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -20009576.000000 Penalty: 3954.036377
	Iteration 8F: 3 clusters Score -2.000958e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190476 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20012586.000000 Penalty: 3954.036377
	Iteration 9Q: 3 clusters Score -2.001259e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20013348.000000 Penalty: 3954.036377
	Iteration 10Q: 3 clusters Score -2.001335e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191712 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20013648.000000 Penalty: 3954.036377
	Iteration 11Q: 3 clusters Score -2.001365e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20013780.000000 Penalty: 3954.036377
	Iteration 12Q: 3 clusters Score -2.001378e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20013886.000000 Penalty: 3954.036377
	Iteration 13Q: 3 clusters Score -2.001389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191761 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20013952.000000 Penalty: 3954.036377
	Iteration 14Q: 3 clusters Score -2.001395e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20013956.000000 Penalty: 3954.036377
	Iteration 15Q: 3 clusters Score -2.001396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20014002.000000 Penalty: 3954.036377
	Iteration 16Q: 3 clusters Score -2.0014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191758 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20014008.000000 Penalty: 3954.036377
	Iteration 17Q: 3 clusters Score -2.001401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191757 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20014026.000000 Penalty: 3954.036377
	Iteration 18Q: 3 clusters Score -2.001403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191762 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20014028.000000 Penalty: 3954.036377
	Iteration 19Q: 3 clusters Score -2.001403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191765 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20014058.000000 Penalty: 3954.036377
	Iteration 20F: 3 clusters Score -2.001406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191769 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20014060.000000 Penalty: 3954.036377
	Iteration 21Q: 3 clusters Score -2.001406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20014062.000000 Penalty: 3954.036377
	Iteration 22Q: 3 clusters Score -2.001406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191774 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20014060.000000 Penalty: 3954.036377
	Iteration 23Q: 3 clusters Score -2.001406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191773 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20014072.000000 Penalty: 3954.036377
	Iteration 24Q: 3 clusters Score -2.001407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191772 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20014064.000000 Penalty: 3954.036377
	Iteration 25Q: 3 clusters Score -2.001406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20014070.000000 Penalty: 3954.036377
	Iteration 26Q: 3 clusters Score -2.001407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191770 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20014070.000000 Penalty: 3954.036377
	Iteration 27F: 3 clusters Score -2.001407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Entering Unmasked Estep 
Score: -1542787.750000 Penalty: 1567.255981
	Iteration 0F: 2 clusters Score -1542788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1532128.375000 Penalty: 3134.511963
	Iteration 0F: 3 clusters Score -1532128 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1536334.375000 Penalty: 3134.511963
	Iteration 1F: 3 clusters Score -1536334 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1537182.750000 Penalty: 3134.511963
	Iteration 2F: 3 clusters Score -1537183 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1538362.625000 Penalty: 3134.511963
	Iteration 3F: 3 clusters Score -1538363 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1539549.125000 Penalty: 3134.511963
	Iteration 4F: 3 clusters Score -1539549 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1540396.125000 Penalty: 3134.511963
	Iteration 5F: 3 clusters Score -1540396 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1540887.375000 Penalty: 3134.511963
	Iteration 6F: 3 clusters Score -1540887 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1541216.125000 Penalty: 3134.511963
	Iteration 7Q: 3 clusters Score -1541216 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1541468.750000 Penalty: 3134.511963
	Iteration 8Q: 3 clusters Score -1541469 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1541682.250000 Penalty: 3134.511963
	Iteration 9Q: 3 clusters Score -1541682 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1541803.250000 Penalty: 3134.511963
	Iteration 10Q: 3 clusters Score -1541803 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1541847.750000 Penalty: 3134.511963
	Iteration 11Q: 3 clusters Score -1541848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1541879.875000 Penalty: 3134.511963
	Iteration 12Q: 3 clusters Score -1541880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1541898.375000 Penalty: 3134.511963
	Iteration 13Q: 3 clusters Score -1541898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1541913.125000 Penalty: 3134.511963
	Iteration 14Q: 3 clusters Score -1541913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1541920.625000 Penalty: 3134.511963
	Iteration 15Q: 3 clusters Score -1541921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1541922.500000 Penalty: 3134.511963
	Iteration 16Q: 3 clusters Score -1541922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1541928.000000 Penalty: 3134.511963
	Iteration 17Q: 3 clusters Score -1541928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1541933.625000 Penalty: 3134.511963
	Iteration 18Q: 3 clusters Score -1541934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1541936.625000 Penalty: 3134.511963
	Iteration 19Q: 3 clusters Score -1541937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1541937.125000 Penalty: 3134.511963
	Iteration 20F: 3 clusters Score -1541937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1541940.125000 Penalty: 3134.511963
	Iteration 21Q: 3 clusters Score -1541940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1541942.750000 Penalty: 3134.511963
	Iteration 22Q: 3 clusters Score -1541943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1541945.125000 Penalty: 3134.511963
	Iteration 23Q: 3 clusters Score -1541945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1541945.500000 Penalty: 3134.511963
	Iteration 24Q: 3 clusters Score -1541946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1541946.875000 Penalty: 3134.511963
	Iteration 25Q: 3 clusters Score -1541947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1541948.000000 Penalty: 3134.511963
	Iteration 26Q: 3 clusters Score -1541948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1541949.625000 Penalty: 3134.511963
	Iteration 27Q: 3 clusters Score -1541950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1541951.125000 Penalty: 3134.511963
	Iteration 28Q: 3 clusters Score -1541951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1541953.000000 Penalty: 3134.511963
	Iteration 29Q: 3 clusters Score -1541953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1541951.250000 Penalty: 3134.511963
	Iteration 30Q: 3 clusters Score -1541951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1541953.750000 Penalty: 3134.511963
	Iteration 31Q: 3 clusters Score -1541954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1541954.750000 Penalty: 3134.511963
	Iteration 32Q: 3 clusters Score -1541955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1541954.500000 Penalty: 3134.511963
	Iteration 33Q: 3 clusters Score -1541954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1541956.250000 Penalty: 3134.511963
	Iteration 34Q: 3 clusters Score -1541956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1541955.250000 Penalty: 3134.511963
	Iteration 35Q: 3 clusters Score -1541955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1541955.500000 Penalty: 3134.511963
	Iteration 36Q: 3 clusters Score -1541956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1541950.875000 Penalty: 3134.511963
	Iteration 37Q: 3 clusters Score -1541951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1541954.875000 Penalty: 3134.511963
	Iteration 38Q: 3 clusters Score -1541955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1541954.500000 Penalty: 3134.511963
	Iteration 39Q: 3 clusters Score -1541954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1541955.875000 Penalty: 3134.511963
	Iteration 40F: 3 clusters Score -1541956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1541957.250000 Penalty: 3134.511963
	Iteration 41Q: 3 clusters Score -1541957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1541955.750000 Penalty: 3134.511963
	Iteration 42Q: 3 clusters Score -1541956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1541961.125000 Penalty: 3134.511963
	Iteration 43Q: 3 clusters Score -1541961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1541960.625000 Penalty: 3134.511963
	Iteration 44Q: 3 clusters Score -1541961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1541960.125000 Penalty: 3134.511963
	Iteration 45Q: 3 clusters Score -1541960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1541962.375000 Penalty: 3134.511963
	Iteration 46Q: 3 clusters Score -1541962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1541961.000000 Penalty: 3134.511963
	Iteration 47Q: 3 clusters Score -1541961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1541963.000000 Penalty: 3134.511963
	Iteration 48Q: 3 clusters Score -1541963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1541970.125000 Penalty: 3134.511963
	Iteration 49Q: 3 clusters Score -1541970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1541969.000000 Penalty: 3134.511963
	Iteration 50Q: 3 clusters Score -1541969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1541969.375000 Penalty: 3134.511963
	Iteration 51Q: 3 clusters Score -1541969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1541968.125000 Penalty: 3134.511963
	Iteration 52Q: 3 clusters Score -1541968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1541970.375000 Penalty: 3134.511963
	Iteration 53Q: 3 clusters Score -1541970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1541970.500000 Penalty: 3134.511963
	Iteration 54Q: 3 clusters Score -1541970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1541971.750000 Penalty: 3134.511963
	Iteration 55Q: 3 clusters Score -1541972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1541971.750000 Penalty: 3134.511963
	Iteration 56Q: 3 clusters Score -1541972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1541970.875000 Penalty: 3134.511963
	Iteration 57Q: 3 clusters Score -1541971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1541970.625000 Penalty: 3134.511963
	Iteration 58Q: 3 clusters Score -1541971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1541970.625000 Penalty: 3134.511963
	Iteration 59Q: 3 clusters Score -1541971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1541969.750000 Penalty: 3134.511963
	Iteration 60F: 3 clusters Score -1541970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -1149422.750000 Penalty: 1516.899902
	Iteration 0F: 2 clusters Score -1149423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1141444.625000 Penalty: 3033.799805
	Iteration 0F: 3 clusters Score -1141445 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1144088.250000 Penalty: 3033.799805
	Iteration 1F: 3 clusters Score -1144088 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1144348.750000 Penalty: 3033.799805
	Iteration 2F: 3 clusters Score -1144349 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1144584.500000 Penalty: 3033.799805
	Iteration 3F: 3 clusters Score -1144584 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1144851.250000 Penalty: 3033.799805
	Iteration 4F: 3 clusters Score -1144851 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1145233.500000 Penalty: 3033.799805
	Iteration 5F: 3 clusters Score -1145234 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1145814.750000 Penalty: 3033.799805
	Iteration 6F: 3 clusters Score -1145815 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1146543.250000 Penalty: 3033.799805
	Iteration 7F: 3 clusters Score -1146543 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1147251.500000 Penalty: 3033.799805
	Iteration 8F: 3 clusters Score -1147252 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1147736.750000 Penalty: 3033.799805
	Iteration 9F: 3 clusters Score -1147737 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1148020.750000 Penalty: 3033.799805
	Iteration 10Q: 3 clusters Score -1148021 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1148180.000000 Penalty: 3033.799805
	Iteration 11Q: 3 clusters Score -1148180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1148289.500000 Penalty: 3033.799805
	Iteration 12Q: 3 clusters Score -1148290 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1148355.625000 Penalty: 3033.799805
	Iteration 13Q: 3 clusters Score -1148356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1148395.375000 Penalty: 3033.799805
	Iteration 14Q: 3 clusters Score -1148395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1148418.000000 Penalty: 3033.799805
	Iteration 15Q: 3 clusters Score -1148418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1148433.500000 Penalty: 3033.799805
	Iteration 16Q: 3 clusters Score -1148434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1148450.375000 Penalty: 3033.799805
	Iteration 17Q: 3 clusters Score -1148450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1148462.125000 Penalty: 3033.799805
	Iteration 18Q: 3 clusters Score -1148462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1148473.250000 Penalty: 3033.799805
	Iteration 19Q: 3 clusters Score -1148473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1148482.500000 Penalty: 3033.799805
	Iteration 20F: 3 clusters Score -1148482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1148492.875000 Penalty: 3033.799805
	Iteration 21Q: 3 clusters Score -1148493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1148498.000000 Penalty: 3033.799805
	Iteration 22Q: 3 clusters Score -1148498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1148504.750000 Penalty: 3033.799805
	Iteration 23Q: 3 clusters Score -1148505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1148504.875000 Penalty: 3033.799805
	Iteration 24Q: 3 clusters Score -1148505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1148505.875000 Penalty: 3033.799805
	Iteration 25Q: 3 clusters Score -1148506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1148507.500000 Penalty: 3033.799805
	Iteration 26Q: 3 clusters Score -1148508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1148507.000000 Penalty: 3033.799805
	Iteration 27Q: 3 clusters Score -1148507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1148507.250000 Penalty: 3033.799805
	Iteration 28Q: 3 clusters Score -1148507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1148507.250000 Penalty: 3033.799805
	Iteration 29F: 3 clusters Score -1148507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Entering Unmasked Estep 
Score: -7618266.500000 Penalty: 1819.094360
	Iteration 0F: 2 clusters Score -7618266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -7569547.000000 Penalty: 3638.188721
	Iteration 0F: 3 clusters Score -7569547 nChanged 34563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7589114.500000 Penalty: 3638.188721
	Iteration 1F: 3 clusters Score -7589114 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -7589678.500000 Penalty: 3638.188721
	Iteration 2Q: 3 clusters Score -7589678 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -7590317.500000 Penalty: 3638.188721
	Iteration 3Q: 3 clusters Score -7590318 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -7591080.500000 Penalty: 3638.188721
	Iteration 4Q: 3 clusters Score -7591080 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -7592078.000000 Penalty: 3638.188721
	Iteration 5Q: 3 clusters Score -7592078 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -7593409.000000 Penalty: 3638.188721
	Iteration 6Q: 3 clusters Score -7593409 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7595038.500000 Penalty: 3638.188721
	Iteration 7Q: 3 clusters Score -7595038 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -7596930.000000 Penalty: 3638.188721
	Iteration 8F: 3 clusters Score -7596930 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -7599165.000000 Penalty: 3638.188721
	Iteration 9F: 3 clusters Score -7599165 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -7601691.000000 Penalty: 3638.188721
	Iteration 10F: 3 clusters Score -7601691 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7604368.500000 Penalty: 3638.188721
	Iteration 11F: 3 clusters Score -7604368 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7606924.500000 Penalty: 3638.188721
	Iteration 12F: 3 clusters Score -7606924 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -7609356.000000 Penalty: 3638.188721
	Iteration 13Q: 3 clusters Score -7609356 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -7611440.000000 Penalty: 3638.188721
	Iteration 14Q: 3 clusters Score -7611440 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -7613132.500000 Penalty: 3638.188721
	Iteration 15Q: 3 clusters Score -7613132 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -7614508.000000 Penalty: 3638.188721
	Iteration 16Q: 3 clusters Score -7614508 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -7615398.500000 Penalty: 3638.188721
	Iteration 17Q: 3 clusters Score -7615398 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -7615912.500000 Penalty: 3638.188721
	Iteration 18Q: 3 clusters Score -7615912 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -7616194.000000 Penalty: 3638.188721
	Iteration 19Q: 3 clusters Score -7616194 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -7616386.500000 Penalty: 3638.188721
	Iteration 20F: 3 clusters Score -7616386 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -7616504.000000 Penalty: 3638.188721
	Iteration 21Q: 3 clusters Score -7616504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -7616570.500000 Penalty: 3638.188721
	Iteration 22Q: 3 clusters Score -7616570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -7616664.500000 Penalty: 3638.188721
	Iteration 23Q: 3 clusters Score -7616664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -7616732.000000 Penalty: 3638.188721
	Iteration 24Q: 3 clusters Score -7616732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -7616753.500000 Penalty: 3638.188721
	Iteration 25Q: 3 clusters Score -7616754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -7616791.000000 Penalty: 3638.188721
	Iteration 26Q: 3 clusters Score -7616791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -7616807.000000 Penalty: 3638.188721
	Iteration 27Q: 3 clusters Score -7616807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -7616827.000000 Penalty: 3638.188721
	Iteration 28Q: 3 clusters Score -7616827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -7616837.500000 Penalty: 3638.188721
	Iteration 29Q: 3 clusters Score -7616838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -7616845.000000 Penalty: 3638.188721
	Iteration 30Q: 3 clusters Score -7616845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -7616864.500000 Penalty: 3638.188721
	Iteration 31Q: 3 clusters Score -7616864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -7616864.500000 Penalty: 3638.188721
	Iteration 32Q: 3 clusters Score -7616864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -7616872.000000 Penalty: 3638.188721
	Iteration 33Q: 3 clusters Score -7616872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -7616874.000000 Penalty: 3638.188721
	Iteration 34Q: 3 clusters Score -7616874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -7616882.500000 Penalty: 3638.188721
	Iteration 35Q: 3 clusters Score -7616882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -7616888.500000 Penalty: 3638.188721
	Iteration 36Q: 3 clusters Score -7616888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -7616897.000000 Penalty: 3638.188721
	Iteration 37Q: 3 clusters Score -7616897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -7616902.500000 Penalty: 3638.188721
	Iteration 38Q: 3 clusters Score -7616902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -7616899.500000 Penalty: 3638.188721
	Iteration 39Q: 3 clusters Score -7616900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -7616900.000000 Penalty: 3638.188721
	Iteration 40F: 3 clusters Score -7616900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -159998.093750 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -159998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -158026.296875 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -158026.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -158731.078125 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -158731.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -158947.062500 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -158947.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -159044.171875 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -159044.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159114.156250 Penalty: 2454.306396
	Iteration 4Q: 3 clusters Score -159114.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -159160.109375 Penalty: 2454.306396
	Iteration 5Q: 3 clusters Score -159160.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -159198.656250 Penalty: 2454.306396
	Iteration 6Q: 3 clusters Score -159198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -159216.078125 Penalty: 2454.306396
	Iteration 7Q: 3 clusters Score -159216.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -159228.718750 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -159228.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -159241.343750 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -159241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -159250.921875 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -159250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159269.437500 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -159269.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -159291.796875 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -159291.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -159305.921875 Penalty: 2454.306396
	Iteration 13Q: 3 clusters Score -159305.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159322.421875 Penalty: 2454.306396
	Iteration 14Q: 3 clusters Score -159322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159336.546875 Penalty: 2454.306396
	Iteration 15Q: 3 clusters Score -159336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -159352.921875 Penalty: 2454.306396
	Iteration 16Q: 3 clusters Score -159352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -159369.968750 Penalty: 2454.306396
	Iteration 17Q: 3 clusters Score -159370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159387.703125 Penalty: 2454.306396
	Iteration 18Q: 3 clusters Score -159387.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159398.578125 Penalty: 2454.306396
	Iteration 19Q: 3 clusters Score -159398.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159410.937500 Penalty: 2454.306396
	Iteration 20F: 3 clusters Score -159410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159418.531250 Penalty: 2454.306396
	Iteration 21Q: 3 clusters Score -159418.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159430.687500 Penalty: 2454.306396
	Iteration 22Q: 3 clusters Score -159430.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159444.375000 Penalty: 2454.306396
	Iteration 23Q: 3 clusters Score -159444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -159460.312500 Penalty: 2454.306396
	Iteration 24Q: 3 clusters Score -159460.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159473.609375 Penalty: 2454.306396
	Iteration 25Q: 3 clusters Score -159473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -159493.218750 Penalty: 2454.306396
	Iteration 26Q: 3 clusters Score -159493.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -159526.125000 Penalty: 2454.306396
	Iteration 27Q: 3 clusters Score -159526.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -159558.718750 Penalty: 2454.306396
	Iteration 28Q: 3 clusters Score -159558.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -159624.140625 Penalty: 2454.306396
	Iteration 29Q: 3 clusters Score -159624.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159692.375000 Penalty: 2454.306396
	Iteration 30Q: 3 clusters Score -159692.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159734.484375 Penalty: 2454.306396
	Iteration 31Q: 3 clusters Score -159734.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159764.218750 Penalty: 2454.306396
	Iteration 32Q: 3 clusters Score -159764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -159788.515625 Penalty: 2454.306396
	Iteration 33Q: 3 clusters Score -159788.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -159827.625000 Penalty: 2454.306396
	Iteration 34Q: 3 clusters Score -159827.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -159876.093750 Penalty: 2454.306396
	Iteration 35Q: 3 clusters Score -159876.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -159925.250000 Penalty: 2454.306396
	Iteration 36Q: 3 clusters Score -159925.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -159961.359375 Penalty: 2454.306396
	Iteration 37Q: 3 clusters Score -159961.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159984.281250 Penalty: 2454.306396
	Iteration 38Q: 3 clusters Score -159984.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -159992.437500 Penalty: 2454.306396
	Iteration 39Q: 3 clusters Score -159992.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160014.140625 Penalty: 2454.306396
	Iteration 40F: 3 clusters Score -160014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160050.671875 Penalty: 2454.306396
	Iteration 41Q: 3 clusters Score -160050.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160059.296875 Penalty: 2454.306396
	Iteration 42Q: 3 clusters Score -160059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160060.750000 Penalty: 2454.306396
	Iteration 43Q: 3 clusters Score -160060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -160060.875000 Penalty: 2454.306396
	Iteration 44Q: 3 clusters Score -160060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160061.203125 Penalty: 2454.306396
	Iteration 45Q: 3 clusters Score -160061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160061.203125 Penalty: 2454.306396
	Iteration 46F: 3 clusters Score -160061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1095 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 809 members 
Entering Unmasked Estep 
Score: -154067840.000000 Penalty: 111104.703125
Splitting cluster 13 changes total score from -154068768.000000 to -154067840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -593602.000000 Penalty: 1412.774902
	Iteration 0F: 2 clusters Score -593602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -588987.375000 Penalty: 2825.549805
	Iteration 0F: 3 clusters Score -588987.4 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -590398.750000 Penalty: 2825.549805
	Iteration 1F: 3 clusters Score -590398.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -590725.187500 Penalty: 2825.549805
	Iteration 2F: 3 clusters Score -590725.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -591024.312500 Penalty: 2825.549805
	Iteration 3F: 3 clusters Score -591024.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -591285.187500 Penalty: 2825.549805
	Iteration 4F: 3 clusters Score -591285.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -591544.312500 Penalty: 2825.549805
	Iteration 5F: 3 clusters Score -591544.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -591860.625000 Penalty: 2825.549805
	Iteration 6F: 3 clusters Score -591860.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -592258.937500 Penalty: 2825.549805
	Iteration 7F: 3 clusters Score -592258.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -592685.937500 Penalty: 2825.549805
	Iteration 8F: 3 clusters Score -592685.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -593024.500000 Penalty: 2825.549805
	Iteration 9Q: 3 clusters Score -593024.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -593226.750000 Penalty: 2825.549805
	Iteration 10Q: 3 clusters Score -593226.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -593352.062500 Penalty: 2825.549805
	Iteration 11Q: 3 clusters Score -593352.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -593417.750000 Penalty: 2825.549805
	Iteration 12Q: 3 clusters Score -593417.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -593448.687500 Penalty: 2825.549805
	Iteration 13Q: 3 clusters Score -593448.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -593462.750000 Penalty: 2825.549805
	Iteration 14Q: 3 clusters Score -593462.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -593472.875000 Penalty: 2825.549805
	Iteration 15Q: 3 clusters Score -593472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -593477.687500 Penalty: 2825.549805
	Iteration 16Q: 3 clusters Score -593477.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -593483.375000 Penalty: 2825.549805
	Iteration 17Q: 3 clusters Score -593483.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -593488.562500 Penalty: 2825.549805
	Iteration 18Q: 3 clusters Score -593488.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -593493.750000 Penalty: 2825.549805
	Iteration 19Q: 3 clusters Score -593493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -593496.562500 Penalty: 2825.549805
	Iteration 20F: 3 clusters Score -593496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -593498.500000 Penalty: 2825.549805
	Iteration 21Q: 3 clusters Score -593498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -593500.437500 Penalty: 2825.549805
	Iteration 22Q: 3 clusters Score -593500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -593502.625000 Penalty: 2825.549805
	Iteration 23Q: 3 clusters Score -593502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593503.875000 Penalty: 2825.549805
	Iteration 24Q: 3 clusters Score -593503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -593506.125000 Penalty: 2825.549805
	Iteration 25Q: 3 clusters Score -593506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -593508.437500 Penalty: 2825.549805
	Iteration 26Q: 3 clusters Score -593508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -593510.750000 Penalty: 2825.549805
	Iteration 27Q: 3 clusters Score -593510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -593513.500000 Penalty: 2825.549805
	Iteration 28Q: 3 clusters Score -593513.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -593517.125000 Penalty: 2825.549805
	Iteration 29Q: 3 clusters Score -593517.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -593518.500000 Penalty: 2825.549805
	Iteration 30Q: 3 clusters Score -593518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -593519.687500 Penalty: 2825.549805
	Iteration 31Q: 3 clusters Score -593519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -593521.000000 Penalty: 2825.549805
	Iteration 32Q: 3 clusters Score -593521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -593523.062500 Penalty: 2825.549805
	Iteration 33Q: 3 clusters Score -593523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -593522.750000 Penalty: 2825.549805
	Iteration 34Q: 3 clusters Score -593522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -593523.750000 Penalty: 2825.549805
	Iteration 35Q: 3 clusters Score -593523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -593525.500000 Penalty: 2825.549805
	Iteration 36Q: 3 clusters Score -593525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -593525.812500 Penalty: 2825.549805
	Iteration 37Q: 3 clusters Score -593525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -593528.187500 Penalty: 2825.549805
	Iteration 38Q: 3 clusters Score -593528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -593530.562500 Penalty: 2825.549805
	Iteration 39Q: 3 clusters Score -593530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -593531.812500 Penalty: 2825.549805
	Iteration 40F: 3 clusters Score -593531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -593535.187500 Penalty: 2825.549805
	Iteration 41Q: 3 clusters Score -593535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -593537.437500 Penalty: 2825.549805
	Iteration 42Q: 3 clusters Score -593537.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -593539.625000 Penalty: 2825.549805
	Iteration 43Q: 3 clusters Score -593539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -593541.187500 Penalty: 2825.549805
	Iteration 44Q: 3 clusters Score -593541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -593543.312500 Penalty: 2825.549805
	Iteration 45Q: 3 clusters Score -593543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -593546.062500 Penalty: 2825.549805
	Iteration 46Q: 3 clusters Score -593546.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -593550.312500 Penalty: 2825.549805
	Iteration 47Q: 3 clusters Score -593550.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -593555.000000 Penalty: 2825.549805
	Iteration 48Q: 3 clusters Score -593555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -593557.187500 Penalty: 2825.549805
	Iteration 49Q: 3 clusters Score -593557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -593559.937500 Penalty: 2825.549805
	Iteration 50Q: 3 clusters Score -593559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -593563.375000 Penalty: 2825.549805
	Iteration 51Q: 3 clusters Score -593563.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -593566.062500 Penalty: 2825.549805
	Iteration 52Q: 3 clusters Score -593566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -593568.000000 Penalty: 2825.549805
	Iteration 53Q: 3 clusters Score -593568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -593567.750000 Penalty: 2825.549805
	Iteration 54Q: 3 clusters Score -593567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -593568.937500 Penalty: 2825.549805
	Iteration 55Q: 3 clusters Score -593568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -593568.062500 Penalty: 2825.549805
	Iteration 56Q: 3 clusters Score -593568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -593568.062500 Penalty: 2825.549805
	Iteration 57F: 3 clusters Score -593568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Entering Unmasked Estep 
Score: -17653672.000000 Penalty: 1955.268433
	Iteration 0F: 2 clusters Score -1.765367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -17555988.000000 Penalty: 3910.536865
	Iteration 0F: 3 clusters Score -1.755599e+07 nChanged 81201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -17603324.000000 Penalty: 3910.536865
	Iteration 1F: 3 clusters Score -1.760332e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -17605040.000000 Penalty: 3910.536865
	Iteration 2Q: 3 clusters Score -1.760504e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -17607366.000000 Penalty: 3910.536865
	Iteration 3Q: 3 clusters Score -1.760737e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -17610616.000000 Penalty: 3910.536865
	Iteration 4Q: 3 clusters Score -1.761062e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106520 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -17615316.000000 Penalty: 3910.536865
	Iteration 5F: 3 clusters Score -1.761532e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -17621788.000000 Penalty: 3910.536865
	Iteration 6F: 3 clusters Score -1.762179e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124904 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -17629726.000000 Penalty: 3910.536865
	Iteration 7F: 3 clusters Score -1.762973e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -17637904.000000 Penalty: 3910.536865
	Iteration 8F: 3 clusters Score -1.76379e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -17645052.000000 Penalty: 3910.536865
	Iteration 9Q: 3 clusters Score -1.764505e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147978 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -17648942.000000 Penalty: 3910.536865
	Iteration 10Q: 3 clusters Score -1.764894e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -17650746.000000 Penalty: 3910.536865
	Iteration 11Q: 3 clusters Score -1.765075e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -17651438.000000 Penalty: 3910.536865
	Iteration 12Q: 3 clusters Score -1.765144e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157050 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -17651938.000000 Penalty: 3910.536865
	Iteration 13Q: 3 clusters Score -1.765194e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -17652290.000000 Penalty: 3910.536865
	Iteration 14Q: 3 clusters Score -1.765229e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160468 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -17652582.000000 Penalty: 3910.536865
	Iteration 15Q: 3 clusters Score -1.765258e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -17652708.000000 Penalty: 3910.536865
	Iteration 16Q: 3 clusters Score -1.765271e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -17652788.000000 Penalty: 3910.536865
	Iteration 17Q: 3 clusters Score -1.765279e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -17653030.000000 Penalty: 3910.536865
	Iteration 18Q: 3 clusters Score -1.765303e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -17653128.000000 Penalty: 3910.536865
	Iteration 19Q: 3 clusters Score -1.765313e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -17653122.000000 Penalty: 3910.536865
	Iteration 20F: 3 clusters Score -1.765312e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -17653126.000000 Penalty: 3910.536865
	Iteration 21Q: 3 clusters Score -1.765313e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165621 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -17653094.000000 Penalty: 3910.536865
	Iteration 22Q: 3 clusters Score -1.765309e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17653040.000000 Penalty: 3910.536865
	Iteration 23Q: 3 clusters Score -1.765304e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166087 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -17653010.000000 Penalty: 3910.536865
	Iteration 24Q: 3 clusters Score -1.765301e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -17653006.000000 Penalty: 3910.536865
	Iteration 25Q: 3 clusters Score -1.765301e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -17652962.000000 Penalty: 3910.536865
	Iteration 26Q: 3 clusters Score -1.765296e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166466 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -17652940.000000 Penalty: 3910.536865
	Iteration 27Q: 3 clusters Score -1.765294e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17652948.000000 Penalty: 3910.536865
	Iteration 28Q: 3 clusters Score -1.765295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -17652926.000000 Penalty: 3910.536865
	Iteration 29Q: 3 clusters Score -1.765293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -17652916.000000 Penalty: 3910.536865
	Iteration 30Q: 3 clusters Score -1.765292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -17652900.000000 Penalty: 3910.536865
	Iteration 31Q: 3 clusters Score -1.76529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166752 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -17652874.000000 Penalty: 3910.536865
	Iteration 32Q: 3 clusters Score -1.765287e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17652836.000000 Penalty: 3910.536865
	Iteration 33Q: 3 clusters Score -1.765284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -17652812.000000 Penalty: 3910.536865
	Iteration 34Q: 3 clusters Score -1.765281e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166871 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -17652836.000000 Penalty: 3910.536865
	Iteration 35Q: 3 clusters Score -1.765284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -17652810.000000 Penalty: 3910.536865
	Iteration 36Q: 3 clusters Score -1.765281e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -17652800.000000 Penalty: 3910.536865
	Iteration 37Q: 3 clusters Score -1.76528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17652792.000000 Penalty: 3910.536865
	Iteration 38Q: 3 clusters Score -1.765279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -17652786.000000 Penalty: 3910.536865
	Iteration 39Q: 3 clusters Score -1.765279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167005 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17652798.000000 Penalty: 3910.536865
	Iteration 40F: 3 clusters Score -1.76528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -17652798.000000 Penalty: 3910.536865
	Iteration 41Q: 3 clusters Score -1.76528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -17652790.000000 Penalty: 3910.536865
	Iteration 42Q: 3 clusters Score -1.765279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167048 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17652772.000000 Penalty: 3910.536865
	Iteration 43Q: 3 clusters Score -1.765277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -17652760.000000 Penalty: 3910.536865
	Iteration 44Q: 3 clusters Score -1.765276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17652762.000000 Penalty: 3910.536865
	Iteration 45Q: 3 clusters Score -1.765276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167078 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -17652766.000000 Penalty: 3910.536865
	Iteration 46Q: 3 clusters Score -1.765277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167087 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -17652764.000000 Penalty: 3910.536865
	Iteration 47Q: 3 clusters Score -1.765276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167099 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17652774.000000 Penalty: 3910.536865
	Iteration 48Q: 3 clusters Score -1.765277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17652776.000000 Penalty: 3910.536865
	Iteration 49Q: 3 clusters Score -1.765278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167114 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -17652758.000000 Penalty: 3910.536865
	Iteration 50Q: 3 clusters Score -1.765276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17652752.000000 Penalty: 3910.536865
	Iteration 51Q: 3 clusters Score -1.765275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167119 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17652754.000000 Penalty: 3910.536865
	Iteration 52Q: 3 clusters Score -1.765275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167124 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -17652744.000000 Penalty: 3910.536865
	Iteration 53Q: 3 clusters Score -1.765274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -17652744.000000 Penalty: 3910.536865
	Iteration 54Q: 3 clusters Score -1.765274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17652750.000000 Penalty: 3910.536865
	Iteration 55Q: 3 clusters Score -1.765275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167139 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -17652748.000000 Penalty: 3910.536865
	Iteration 56Q: 3 clusters Score -1.765275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17652744.000000 Penalty: 3910.536865
	Iteration 57Q: 3 clusters Score -1.765274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17652744.000000 Penalty: 3910.536865
	Iteration 58Q: 3 clusters Score -1.765274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -17652754.000000 Penalty: 3910.536865
	Iteration 59Q: 3 clusters Score -1.765275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17652756.000000 Penalty: 3910.536865
	Iteration 60F: 3 clusters Score -1.765276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -17652756.000000 Penalty: 3910.536865
	Iteration 61Q: 3 clusters Score -1.765276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17652750.000000 Penalty: 3910.536865
	Iteration 62Q: 3 clusters Score -1.765275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17652750.000000 Penalty: 3910.536865
	Iteration 63F: 3 clusters Score -1.765275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -435333.281250 Penalty: 1371.901367
	Iteration 0F: 2 clusters Score -435333.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -431652.843750 Penalty: 2743.802734
	Iteration 0F: 3 clusters Score -431652.8 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -432793.687500 Penalty: 2743.802734
	Iteration 1F: 3 clusters Score -432793.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -433071.062500 Penalty: 2743.802734
	Iteration 2F: 3 clusters Score -433071.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -433256.406250 Penalty: 2743.802734
	Iteration 3F: 3 clusters Score -433256.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -433417.875000 Penalty: 2743.802734
	Iteration 4F: 3 clusters Score -433417.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -433536.437500 Penalty: 2743.802734
	Iteration 5Q: 3 clusters Score -433536.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -433635.250000 Penalty: 2743.802734
	Iteration 6Q: 3 clusters Score -433635.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -433706.687500 Penalty: 2743.802734
	Iteration 7Q: 3 clusters Score -433706.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -433772.906250 Penalty: 2743.802734
	Iteration 8Q: 3 clusters Score -433772.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -433833.125000 Penalty: 2743.802734
	Iteration 9Q: 3 clusters Score -433833.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -433902.843750 Penalty: 2743.802734
	Iteration 10Q: 3 clusters Score -433902.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -433961.468750 Penalty: 2743.802734
	Iteration 11Q: 3 clusters Score -433961.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -434002.937500 Penalty: 2743.802734
	Iteration 12Q: 3 clusters Score -434002.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -434037.000000 Penalty: 2743.802734
	Iteration 13Q: 3 clusters Score -434037 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -434064.218750 Penalty: 2743.802734
	Iteration 14Q: 3 clusters Score -434064.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -434091.750000 Penalty: 2743.802734
	Iteration 15Q: 3 clusters Score -434091.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -434119.187500 Penalty: 2743.802734
	Iteration 16Q: 3 clusters Score -434119.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -434147.031250 Penalty: 2743.802734
	Iteration 17Q: 3 clusters Score -434147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -434178.937500 Penalty: 2743.802734
	Iteration 18Q: 3 clusters Score -434178.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -434212.312500 Penalty: 2743.802734
	Iteration 19Q: 3 clusters Score -434212.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -434248.875000 Penalty: 2743.802734
	Iteration 20F: 3 clusters Score -434248.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -434300.687500 Penalty: 2743.802734
	Iteration 21Q: 3 clusters Score -434300.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -434340.250000 Penalty: 2743.802734
	Iteration 22Q: 3 clusters Score -434340.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -434380.625000 Penalty: 2743.802734
	Iteration 23Q: 3 clusters Score -434380.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -434406.906250 Penalty: 2743.802734
	Iteration 24Q: 3 clusters Score -434406.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -434428.781250 Penalty: 2743.802734
	Iteration 25Q: 3 clusters Score -434428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -434439.687500 Penalty: 2743.802734
	Iteration 26Q: 3 clusters Score -434439.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -434449.406250 Penalty: 2743.802734
	Iteration 27Q: 3 clusters Score -434449.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -434458.781250 Penalty: 2743.802734
	Iteration 28Q: 3 clusters Score -434458.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -434473.031250 Penalty: 2743.802734
	Iteration 29Q: 3 clusters Score -434473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -434481.156250 Penalty: 2743.802734
	Iteration 30Q: 3 clusters Score -434481.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -434486.843750 Penalty: 2743.802734
	Iteration 31Q: 3 clusters Score -434486.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -434491.937500 Penalty: 2743.802734
	Iteration 32Q: 3 clusters Score -434491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -434500.781250 Penalty: 2743.802734
	Iteration 33Q: 3 clusters Score -434500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -434503.937500 Penalty: 2743.802734
	Iteration 34Q: 3 clusters Score -434503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -434507.218750 Penalty: 2743.802734
	Iteration 35Q: 3 clusters Score -434507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -434511.375000 Penalty: 2743.802734
	Iteration 36Q: 3 clusters Score -434511.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -434516.406250 Penalty: 2743.802734
	Iteration 37Q: 3 clusters Score -434516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -434518.437500 Penalty: 2743.802734
	Iteration 38Q: 3 clusters Score -434518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -434519.187500 Penalty: 2743.802734
	Iteration 39Q: 3 clusters Score -434519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -434519.125000 Penalty: 2743.802734
	Iteration 40F: 3 clusters Score -434519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -434520.031250 Penalty: 2743.802734
	Iteration 41Q: 3 clusters Score -434520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -434522.562500 Penalty: 2743.802734
	Iteration 42Q: 3 clusters Score -434522.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -434523.843750 Penalty: 2743.802734
	Iteration 43Q: 3 clusters Score -434523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -434525.406250 Penalty: 2743.802734
	Iteration 44Q: 3 clusters Score -434525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -434526.531250 Penalty: 2743.802734
	Iteration 45Q: 3 clusters Score -434526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -434527.812500 Penalty: 2743.802734
	Iteration 46Q: 3 clusters Score -434527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -434526.937500 Penalty: 2743.802734
	Iteration 47Q: 3 clusters Score -434526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -434528.000000 Penalty: 2743.802734
	Iteration 48Q: 3 clusters Score -434528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -434528.000000 Penalty: 2743.802734
	Iteration 49F: 3 clusters Score -434528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Entering Unmasked Estep 
Score: -6926160.000000 Penalty: 1801.892212
	Iteration 0F: 2 clusters Score -6926160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -6882608.500000 Penalty: 3603.784424
	Iteration 0F: 3 clusters Score -6882608 nChanged 30942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -6900948.500000 Penalty: 3603.784424
	Iteration 1F: 3 clusters Score -6900948 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -6901966.000000 Penalty: 3603.784424
	Iteration 2Q: 3 clusters Score -6901966 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -6903202.000000 Penalty: 3603.784424
	Iteration 3Q: 3 clusters Score -6903202 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6904732.500000 Penalty: 3603.784424
	Iteration 4Q: 3 clusters Score -6904732 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -6906597.000000 Penalty: 3603.784424
	Iteration 5F: 3 clusters Score -6906597 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -6908713.500000 Penalty: 3603.784424
	Iteration 6F: 3 clusters Score -6908714 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -6911128.500000 Penalty: 3603.784424
	Iteration 7F: 3 clusters Score -6911128 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6913277.000000 Penalty: 3603.784424
	Iteration 8F: 3 clusters Score -6913277 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6914715.000000 Penalty: 3603.784424
	Iteration 9Q: 3 clusters Score -6914715 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6915515.000000 Penalty: 3603.784424
	Iteration 10Q: 3 clusters Score -6915515 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6915926.500000 Penalty: 3603.784424
	Iteration 11Q: 3 clusters Score -6915926 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -6916173.000000 Penalty: 3603.784424
	Iteration 12Q: 3 clusters Score -6916173 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -6916423.500000 Penalty: 3603.784424
	Iteration 13Q: 3 clusters Score -6916424 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -6916612.500000 Penalty: 3603.784424
	Iteration 14Q: 3 clusters Score -6916612 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -6916882.500000 Penalty: 3603.784424
	Iteration 15Q: 3 clusters Score -6916882 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -6917077.000000 Penalty: 3603.784424
	Iteration 16Q: 3 clusters Score -6917077 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -6917369.000000 Penalty: 3603.784424
	Iteration 17Q: 3 clusters Score -6917369 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -6917651.000000 Penalty: 3603.784424
	Iteration 18Q: 3 clusters Score -6917651 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -6917946.000000 Penalty: 3603.784424
	Iteration 19Q: 3 clusters Score -6917946 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -6918222.500000 Penalty: 3603.784424
	Iteration 20F: 3 clusters Score -6918222 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -6918476.000000 Penalty: 3603.784424
	Iteration 21Q: 3 clusters Score -6918476 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -6918731.500000 Penalty: 3603.784424
	Iteration 22Q: 3 clusters Score -6918732 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6919000.500000 Penalty: 3603.784424
	Iteration 23Q: 3 clusters Score -6919000 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -6919215.500000 Penalty: 3603.784424
	Iteration 24Q: 3 clusters Score -6919216 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -6919391.500000 Penalty: 3603.784424
	Iteration 25Q: 3 clusters Score -6919392 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -6919611.500000 Penalty: 3603.784424
	Iteration 26Q: 3 clusters Score -6919612 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -6919791.000000 Penalty: 3603.784424
	Iteration 27Q: 3 clusters Score -6919791 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -6920052.500000 Penalty: 3603.784424
	Iteration 28Q: 3 clusters Score -6920052 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -6920277.000000 Penalty: 3603.784424
	Iteration 29Q: 3 clusters Score -6920277 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -6920507.000000 Penalty: 3603.784424
	Iteration 30Q: 3 clusters Score -6920507 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -6920710.000000 Penalty: 3603.784424
	Iteration 31Q: 3 clusters Score -6920710 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -6920878.000000 Penalty: 3603.784424
	Iteration 32Q: 3 clusters Score -6920878 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6921081.500000 Penalty: 3603.784424
	Iteration 33Q: 3 clusters Score -6921082 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6921274.000000 Penalty: 3603.784424
	Iteration 34Q: 3 clusters Score -6921274 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6921421.500000 Penalty: 3603.784424
	Iteration 35Q: 3 clusters Score -6921422 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -6921657.500000 Penalty: 3603.784424
	Iteration 36Q: 3 clusters Score -6921658 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -6921799.000000 Penalty: 3603.784424
	Iteration 37Q: 3 clusters Score -6921799 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -6922011.500000 Penalty: 3603.784424
	Iteration 38Q: 3 clusters Score -6922012 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6922233.500000 Penalty: 3603.784424
	Iteration 39Q: 3 clusters Score -6922234 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -6922438.000000 Penalty: 3603.784424
	Iteration 40F: 3 clusters Score -6922438 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6922582 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6922780 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -6922910.000000 Penalty: 3603.784424
	Iteration 43Q: 3 clusters Score -6922910 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -6923068.000000 Penalty: 3603.784424
	Iteration 44Q: 3 clusters Score -6923068 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -6923221.000000 Penalty: 3603.784424
	Iteration 45Q: 3 clusters Score -6923221 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -6923317.000000 Penalty: 3603.784424
	Iteration 46Q: 3 clusters Score -6923317 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -6923428.000000 Penalty: 3603.784424
	Iteration 47Q: 3 clusters Score -6923428 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -6923606.000000 Penalty: 3603.784424
	Iteration 48Q: 3 clusters Score -6923606 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -6923681.000000 Penalty: 3603.784424
	Iteration 49Q: 3 clusters Score -6923681 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -6923782.000000 Penalty: 3603.784424
	Iteration 50Q: 3 clusters Score -6923782 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -6923843.500000 Penalty: 3603.784424
	Iteration 51Q: 3 clusters Score -6923844 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -6923930.000000 Penalty: 3603.784424
	Iteration 52Q: 3 clusters Score -6923930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -6924032.000000 Penalty: 3603.784424
	Iteration 53Q: 3 clusters Score -6924032 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -6924103.500000 Penalty: 3603.784424
	Iteration 54Q: 3 clusters Score -6924104 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -6924202.000000 Penalty: 3603.784424
	Iteration 55Q: 3 clusters Score -6924202 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -6924241.000000 Penalty: 3603.784424
	Iteration 56Q: 3 clusters Score -6924241 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -6924310.500000 Penalty: 3603.784424
	Iteration 57Q: 3 clusters Score -6924310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -6924326.500000 Penalty: 3603.784424
	Iteration 58Q: 3 clusters Score -6924326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -6924357.500000 Penalty: 3603.784424
	Iteration 59Q: 3 clusters Score -6924358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -6924374.500000 Penalty: 3603.784424
	Iteration 60F: 3 clusters Score -6924374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -6924402.500000 Penalty: 3603.784424
	Iteration 61Q: 3 clusters Score -6924402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -6924431.500000 Penalty: 3603.784424
	Iteration 62Q: 3 clusters Score -6924432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -6924458.000000 Penalty: 3603.784424
	Iteration 63Q: 3 clusters Score -6924458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6924474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -6924487.500000 Penalty: 3603.784424
	Iteration 65Q: 3 clusters Score -6924488 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -6924511.500000 Penalty: 3603.784424
	Iteration 66Q: 3 clusters Score -6924512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -6924529.500000 Penalty: 3603.784424
	Iteration 67Q: 3 clusters Score -6924530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -6924542.500000 Penalty: 3603.784424
	Iteration 68Q: 3 clusters Score -6924542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -6924552.500000 Penalty: 3603.784424
	Iteration 69Q: 3 clusters Score -6924552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -6924558.500000 Penalty: 3603.784424
	Iteration 70Q: 3 clusters Score -6924558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6924554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -6924573.500000 Penalty: 3603.784424
	Iteration 72Q: 3 clusters Score -6924574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -6924564.000000 Penalty: 3603.784424
	Iteration 73Q: 3 clusters Score -6924564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -6924555.500000 Penalty: 3603.784424
	Iteration 74Q: 3 clusters Score -6924556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -6924556.500000 Penalty: 3603.784424
	Iteration 75Q: 3 clusters Score -6924556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -6924565.000000 Penalty: 3603.784424
	Iteration 76Q: 3 clusters Score -6924565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -6924566.000000 Penalty: 3603.784424
	Iteration 77Q: 3 clusters Score -6924566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -6924568.500000 Penalty: 3603.784424
	Iteration 78Q: 3 clusters Score -6924568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -6924572.500000 Penalty: 3603.784424
	Iteration 79Q: 3 clusters Score -6924572 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -6924572.500000 Penalty: 3603.784424
	Iteration 80F: 3 clusters Score -6924572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -6924569.000000 Penalty: 3603.784424
	Iteration 81Q: 3 clusters Score -6924569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -6924567.000000 Penalty: 3603.784424
	Iteration 82Q: 3 clusters Score -6924567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6924570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6924572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -6924576.000000 Penalty: 3603.784424
	Iteration 85Q: 3 clusters Score -6924576 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -6924571.000000 Penalty: 3603.784424
	Iteration 86Q: 3 clusters Score -6924571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6924569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -6924581.500000 Penalty: 3603.784424
	Iteration 88Q: 3 clusters Score -6924582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -6924574.000000 Penalty: 3603.784424
	Iteration 89Q: 3 clusters Score -6924574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -6924562.500000 Penalty: 3603.784424
	Iteration 90Q: 3 clusters Score -6924562 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -6924575.000000 Penalty: 3603.784424
	Iteration 91Q: 3 clusters Score -6924575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -6924558.500000 Penalty: 3603.784424
	Iteration 92Q: 3 clusters Score -6924558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -6924561.500000 Penalty: 3603.784424
	Iteration 93Q: 3 clusters Score -6924562 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6924562 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -6924560.000000 Penalty: 3603.784424
	Iteration 95Q: 3 clusters Score -6924560 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -6924568.000000 Penalty: 3603.784424
	Iteration 96Q: 3 clusters Score -6924568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -6924576.500000 Penalty: 3603.784424
	Iteration 97Q: 3 clusters Score -6924576 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -6924579.000000 Penalty: 3603.784424
	Iteration 98Q: 3 clusters Score -6924579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -6924579.000000 Penalty: 3603.784424
	Iteration 99Q: 3 clusters Score -6924579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -6924588.500000 Penalty: 3603.784424
	Iteration 100F: 3 clusters Score -6924588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -6924581.000000 Penalty: 3603.784424
	Iteration 101Q: 3 clusters Score -6924581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6924599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -6924595.500000 Penalty: 3603.784424
	Iteration 103Q: 3 clusters Score -6924596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -6924601.000000 Penalty: 3603.784424
	Iteration 104Q: 3 clusters Score -6924601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -6924607.500000 Penalty: 3603.784424
	Iteration 105Q: 3 clusters Score -6924608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -6924611.000000 Penalty: 3603.784424
	Iteration 106Q: 3 clusters Score -6924611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -6924618.000000 Penalty: 3603.784424
	Iteration 107Q: 3 clusters Score -6924618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -6924622.000000 Penalty: 3603.784424
	Iteration 108Q: 3 clusters Score -6924622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -6924614.500000 Penalty: 3603.784424
	Iteration 109Q: 3 clusters Score -6924614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -6924615.000000 Penalty: 3603.784424
	Iteration 110Q: 3 clusters Score -6924615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -6924613.500000 Penalty: 3603.784424
	Iteration 111Q: 3 clusters Score -6924614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -6924615.000000 Penalty: 3603.784424
	Iteration 112Q: 3 clusters Score -6924615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -6924612.000000 Penalty: 3603.784424
	Iteration 113Q: 3 clusters Score -6924612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -6924607.500000 Penalty: 3603.784424
	Iteration 114Q: 3 clusters Score -6924608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -6924618.500000 Penalty: 3603.784424
	Iteration 115Q: 3 clusters Score -6924618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -6924621.000000 Penalty: 3603.784424
	Iteration 116Q: 3 clusters Score -6924621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -6924623.000000 Penalty: 3603.784424
	Iteration 117Q: 3 clusters Score -6924623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -6924630.000000 Penalty: 3603.784424
	Iteration 118Q: 3 clusters Score -6924630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -6924627.000000 Penalty: 3603.784424
	Iteration 119Q: 3 clusters Score -6924627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -6924628.500000 Penalty: 3603.784424
	Iteration 120F: 3 clusters Score -6924628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -6924631.000000 Penalty: 3603.784424
	Iteration 121Q: 3 clusters Score -6924631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -6924629.000000 Penalty: 3603.784424
	Iteration 122Q: 3 clusters Score -6924629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -6924628.500000 Penalty: 3603.784424
	Iteration 123Q: 3 clusters Score -6924628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -6924628.500000 Penalty: 3603.784424
	Iteration 124F: 3 clusters Score -6924628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Entering Unmasked Estep 
Score: -8555508.000000 Penalty: 1837.875244
	Iteration 0F: 2 clusters Score -8555508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -8501153.000000 Penalty: 3675.750488
	Iteration 0F: 3 clusters Score -8501153 nChanged 39009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -8524402.000000 Penalty: 3675.750488
	Iteration 1F: 3 clusters Score -8524402 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -8525776.000000 Penalty: 3675.750488
	Iteration 2Q: 3 clusters Score -8525776 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -8527387.000000 Penalty: 3675.750488
	Iteration 3Q: 3 clusters Score -8527387 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -8529220.000000 Penalty: 3675.750488
	Iteration 4F: 3 clusters Score -8529220 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -8531652.000000 Penalty: 3675.750488
	Iteration 5F: 3 clusters Score -8531652 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -8534890.000000 Penalty: 3675.750488
	Iteration 6F: 3 clusters Score -8534890 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -8538861.000000 Penalty: 3675.750488
	Iteration 7F: 3 clusters Score -8538861 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -8543322.000000 Penalty: 3675.750488
	Iteration 8F: 3 clusters Score -8543322 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8547380.000000 Penalty: 3675.750488
	Iteration 9F: 3 clusters Score -8547380 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8550438.000000 Penalty: 3675.750488
	Iteration 10Q: 3 clusters Score -8550438 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8552181.000000 Penalty: 3675.750488
	Iteration 11Q: 3 clusters Score -8552181 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8553080.000000 Penalty: 3675.750488
	Iteration 12Q: 3 clusters Score -8553080 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8553534.000000 Penalty: 3675.750488
	Iteration 13Q: 3 clusters Score -8553534 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8553815.000000 Penalty: 3675.750488
	Iteration 14Q: 3 clusters Score -8553815 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8554016.000000 Penalty: 3675.750488
	Iteration 15Q: 3 clusters Score -8554016 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8554138.000000 Penalty: 3675.750488
	Iteration 16Q: 3 clusters Score -8554138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8554209.000000 Penalty: 3675.750488
	Iteration 17Q: 3 clusters Score -8554209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8554252.000000 Penalty: 3675.750488
	Iteration 18Q: 3 clusters Score -8554252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8554267.000000 Penalty: 3675.750488
	Iteration 19Q: 3 clusters Score -8554267 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8554289.000000 Penalty: 3675.750488
	Iteration 20F: 3 clusters Score -8554289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8554309.000000 Penalty: 3675.750488
	Iteration 21Q: 3 clusters Score -8554309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8554320.000000 Penalty: 3675.750488
	Iteration 22Q: 3 clusters Score -8554320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8554329.000000 Penalty: 3675.750488
	Iteration 23Q: 3 clusters Score -8554329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8554350.000000 Penalty: 3675.750488
	Iteration 24Q: 3 clusters Score -8554350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8554357.000000 Penalty: 3675.750488
	Iteration 25Q: 3 clusters Score -8554357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8554362.000000 Penalty: 3675.750488
	Iteration 26Q: 3 clusters Score -8554362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8554359.000000 Penalty: 3675.750488
	Iteration 27Q: 3 clusters Score -8554359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8554368.000000 Penalty: 3675.750488
	Iteration 28Q: 3 clusters Score -8554368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8554361.000000 Penalty: 3675.750488
	Iteration 29Q: 3 clusters Score -8554361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8554363.000000 Penalty: 3675.750488
	Iteration 30Q: 3 clusters Score -8554363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8554363.000000 Penalty: 3675.750488
	Iteration 31Q: 3 clusters Score -8554363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8554364.000000 Penalty: 3675.750488
	Iteration 32Q: 3 clusters Score -8554364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8554364.000000 Penalty: 3675.750488
	Iteration 33F: 3 clusters Score -8554364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Entering Unmasked Estep 
Score: -12191114.000000 Penalty: 1895.754028
	Iteration 0F: 2 clusters Score -1.219111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -12113487.000000 Penalty: 3791.508057
	Iteration 0F: 3 clusters Score -1.211349e+07 nChanged 55996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -12146192.000000 Penalty: 3791.508057
	Iteration 1F: 3 clusters Score -1.214619e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -12147622.000000 Penalty: 3791.508057
	Iteration 2Q: 3 clusters Score -1.214762e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -12149928.000000 Penalty: 3791.508057
	Iteration 3Q: 3 clusters Score -1.214993e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -12153785.000000 Penalty: 3791.508057
	Iteration 4F: 3 clusters Score -1.215378e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -12159717.000000 Penalty: 3791.508057
	Iteration 5F: 3 clusters Score -1.215972e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -12167824.000000 Penalty: 3791.508057
	Iteration 6F: 3 clusters Score -1.216782e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -12176629.000000 Penalty: 3791.508057
	Iteration 7F: 3 clusters Score -1.217663e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -12183428.000000 Penalty: 3791.508057
	Iteration 8F: 3 clusters Score -1.218343e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113568 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -12187102.000000 Penalty: 3791.508057
	Iteration 9Q: 3 clusters Score -1.21871e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115291 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12188547.000000 Penalty: 3791.508057
	Iteration 10Q: 3 clusters Score -1.218855e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12189017.000000 Penalty: 3791.508057
	Iteration 11Q: 3 clusters Score -1.218902e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12189155.000000 Penalty: 3791.508057
	Iteration 12Q: 3 clusters Score -1.218916e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12189271.000000 Penalty: 3791.508057
	Iteration 13Q: 3 clusters Score -1.218927e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12189314.000000 Penalty: 3791.508057
	Iteration 14Q: 3 clusters Score -1.218931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12189361.000000 Penalty: 3791.508057
	Iteration 15Q: 3 clusters Score -1.218936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12189396.000000 Penalty: 3791.508057
	Iteration 16Q: 3 clusters Score -1.21894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12189414.000000 Penalty: 3791.508057
	Iteration 17Q: 3 clusters Score -1.218941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12189434.000000 Penalty: 3791.508057
	Iteration 18Q: 3 clusters Score -1.218943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12189448.000000 Penalty: 3791.508057
	Iteration 19Q: 3 clusters Score -1.218945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12189455.000000 Penalty: 3791.508057
	Iteration 20F: 3 clusters Score -1.218946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12189456.000000 Penalty: 3791.508057
	Iteration 21Q: 3 clusters Score -1.218946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12189452.000000 Penalty: 3791.508057
	Iteration 22Q: 3 clusters Score -1.218945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12189458.000000 Penalty: 3791.508057
	Iteration 23Q: 3 clusters Score -1.218946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12189466.000000 Penalty: 3791.508057
	Iteration 24Q: 3 clusters Score -1.218947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116318 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12189467.000000 Penalty: 3791.508057
	Iteration 25Q: 3 clusters Score -1.218947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116318 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12189467.000000 Penalty: 3791.508057
	Iteration 26F: 3 clusters Score -1.218947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Entering Unmasked Estep 
Score: -715977.437500 Penalty: 1439.114868
	Iteration 0F: 2 clusters Score -715977.4 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 3488 members 
Entering Unmasked Estep 
Score: -710696.062500 Penalty: 2878.229736
	Iteration 0F: 3 clusters Score -710696.1 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -712322.125000 Penalty: 2878.229736
	Iteration 1F: 3 clusters Score -712322.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -712558.312500 Penalty: 2878.229736
	Iteration 2F: 3 clusters Score -712558.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -712740.062500 Penalty: 2878.229736
	Iteration 3F: 3 clusters Score -712740.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -712905.250000 Penalty: 2878.229736
	Iteration 4Q: 3 clusters Score -712905.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -713035.687500 Penalty: 2878.229736
	Iteration 5Q: 3 clusters Score -713035.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -713142.312500 Penalty: 2878.229736
	Iteration 6Q: 3 clusters Score -713142.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -713273.625000 Penalty: 2878.229736
	Iteration 7Q: 3 clusters Score -713273.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -713413.500000 Penalty: 2878.229736
	Iteration 8Q: 3 clusters Score -713413.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -713577.187500 Penalty: 2878.229736
	Iteration 9Q: 3 clusters Score -713577.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -713730.250000 Penalty: 2878.229736
	Iteration 10Q: 3 clusters Score -713730.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -713879.312500 Penalty: 2878.229736
	Iteration 11Q: 3 clusters Score -713879.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -714018.000000 Penalty: 2878.229736
	Iteration 12Q: 3 clusters Score -714018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -714123.500000 Penalty: 2878.229736
	Iteration 13Q: 3 clusters Score -714123.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -714223.750000 Penalty: 2878.229736
	Iteration 14Q: 3 clusters Score -714223.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -714302.687500 Penalty: 2878.229736
	Iteration 15Q: 3 clusters Score -714302.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -714369.687500 Penalty: 2878.229736
	Iteration 16Q: 3 clusters Score -714369.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -714422.875000 Penalty: 2878.229736
	Iteration 17Q: 3 clusters Score -714422.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -714468.562500 Penalty: 2878.229736
	Iteration 18Q: 3 clusters Score -714468.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -714502.062500 Penalty: 2878.229736
	Iteration 19Q: 3 clusters Score -714502.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -714521.187500 Penalty: 2878.229736
	Iteration 20F: 3 clusters Score -714521.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -714534.500000 Penalty: 2878.229736
	Iteration 21Q: 3 clusters Score -714534.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -714546.687500 Penalty: 2878.229736
	Iteration 22Q: 3 clusters Score -714546.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -714557.812500 Penalty: 2878.229736
	Iteration 23Q: 3 clusters Score -714557.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -714565.062500 Penalty: 2878.229736
	Iteration 24Q: 3 clusters Score -714565.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -714572.375000 Penalty: 2878.229736
	Iteration 25Q: 3 clusters Score -714572.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -714577.562500 Penalty: 2878.229736
	Iteration 26Q: 3 clusters Score -714577.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -714583.375000 Penalty: 2878.229736
	Iteration 27Q: 3 clusters Score -714583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -714589.812500 Penalty: 2878.229736
	Iteration 28Q: 3 clusters Score -714589.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -714596.000000 Penalty: 2878.229736
	Iteration 29Q: 3 clusters Score -714596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -714602.187500 Penalty: 2878.229736
	Iteration 30Q: 3 clusters Score -714602.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -714608.250000 Penalty: 2878.229736
	Iteration 31Q: 3 clusters Score -714608.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -714613.500000 Penalty: 2878.229736
	Iteration 32Q: 3 clusters Score -714613.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -714619.500000 Penalty: 2878.229736
	Iteration 33Q: 3 clusters Score -714619.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -714632.375000 Penalty: 2878.229736
	Iteration 34Q: 3 clusters Score -714632.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -714650.250000 Penalty: 2878.229736
	Iteration 35Q: 3 clusters Score -714650.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -714682.500000 Penalty: 2878.229736
	Iteration 36Q: 3 clusters Score -714682.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -714731.000000 Penalty: 2878.229736
	Iteration 37Q: 3 clusters Score -714731 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -714839.562500 Penalty: 2878.229736
	Iteration 38Q: 3 clusters Score -714839.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -714967.687500 Penalty: 2878.229736
	Iteration 39Q: 3 clusters Score -714967.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -715069.750000 Penalty: 2878.229736
	Iteration 40F: 3 clusters Score -715069.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -715129.500000 Penalty: 2878.229736
	Iteration 41Q: 3 clusters Score -715129.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -715161.625000 Penalty: 2878.229736
	Iteration 42Q: 3 clusters Score -715161.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -715175.812500 Penalty: 2878.229736
	Iteration 43Q: 3 clusters Score -715175.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -715184.250000 Penalty: 2878.229736
	Iteration 44Q: 3 clusters Score -715184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -715192.062500 Penalty: 2878.229736
	Iteration 45Q: 3 clusters Score -715192.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -715195.375000 Penalty: 2878.229736
	Iteration 46Q: 3 clusters Score -715195.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -715195.875000 Penalty: 2878.229736
	Iteration 47Q: 3 clusters Score -715195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -715198.812500 Penalty: 2878.229736
	Iteration 48Q: 3 clusters Score -715198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -715200.437500 Penalty: 2878.229736
	Iteration 49Q: 3 clusters Score -715200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -715201.562500 Penalty: 2878.229736
	Iteration 50Q: 3 clusters Score -715201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -715200.937500 Penalty: 2878.229736
	Iteration 51Q: 3 clusters Score -715200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -715203.437500 Penalty: 2878.229736
	Iteration 52Q: 3 clusters Score -715203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -715202.500000 Penalty: 2878.229736
	Iteration 53Q: 3 clusters Score -715202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -715204.750000 Penalty: 2878.229736
	Iteration 54Q: 3 clusters Score -715204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -715204.750000 Penalty: 2878.229736
	Iteration 55F: 3 clusters Score -715204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Entering Unmasked Estep 
Score: -3980357.500000 Penalty: 1714.942505
	Iteration 0F: 2 clusters Score -3980358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3954854.500000 Penalty: 3429.885010
	Iteration 0F: 3 clusters Score -3954854 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3965060.500000 Penalty: 3429.885010
	Iteration 1F: 3 clusters Score -3965060 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3965678.000000 Penalty: 3429.885010
	Iteration 2Q: 3 clusters Score -3965678 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3966452.000000 Penalty: 3429.885010
	Iteration 3Q: 3 clusters Score -3966452 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3967397.250000 Penalty: 3429.885010
	Iteration 4Q: 3 clusters Score -3967397 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3968577.000000 Penalty: 3429.885010
	Iteration 5F: 3 clusters Score -3968577 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3969877.250000 Penalty: 3429.885010
	Iteration 6F: 3 clusters Score -3969877 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3971188.750000 Penalty: 3429.885010
	Iteration 7F: 3 clusters Score -3971189 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3972362.750000 Penalty: 3429.885010
	Iteration 8F: 3 clusters Score -3972363 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3973281.250000 Penalty: 3429.885010
	Iteration 9Q: 3 clusters Score -3973281 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3973860.500000 Penalty: 3429.885010
	Iteration 10Q: 3 clusters Score -3973860 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3974224.250000 Penalty: 3429.885010
	Iteration 11Q: 3 clusters Score -3974224 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3974474.250000 Penalty: 3429.885010
	Iteration 12Q: 3 clusters Score -3974474 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3974676.000000 Penalty: 3429.885010
	Iteration 13Q: 3 clusters Score -3974676 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3974895.000000 Penalty: 3429.885010
	Iteration 14Q: 3 clusters Score -3974895 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3975153.250000 Penalty: 3429.885010
	Iteration 15Q: 3 clusters Score -3975153 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3975446.750000 Penalty: 3429.885010
	Iteration 16Q: 3 clusters Score -3975447 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3975744.750000 Penalty: 3429.885010
	Iteration 17Q: 3 clusters Score -3975745 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3976036.000000 Penalty: 3429.885010
	Iteration 18Q: 3 clusters Score -3976036 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3976259.500000 Penalty: 3429.885010
	Iteration 19Q: 3 clusters Score -3976260 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3976440.000000 Penalty: 3429.885010
	Iteration 20F: 3 clusters Score -3976440 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3976624.000000 Penalty: 3429.885010
	Iteration 21Q: 3 clusters Score -3976624 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3976751.500000 Penalty: 3429.885010
	Iteration 22Q: 3 clusters Score -3976752 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3976847.750000 Penalty: 3429.885010
	Iteration 23Q: 3 clusters Score -3976848 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3976914.500000 Penalty: 3429.885010
	Iteration 24Q: 3 clusters Score -3976914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3976989.000000 Penalty: 3429.885010
	Iteration 25Q: 3 clusters Score -3976989 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3977058.250000 Penalty: 3429.885010
	Iteration 26Q: 3 clusters Score -3977058 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3977082.000000 Penalty: 3429.885010
	Iteration 27Q: 3 clusters Score -3977082 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3977140.750000 Penalty: 3429.885010
	Iteration 28Q: 3 clusters Score -3977141 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3977195.500000 Penalty: 3429.885010
	Iteration 29Q: 3 clusters Score -3977196 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3977234.500000 Penalty: 3429.885010
	Iteration 30Q: 3 clusters Score -3977234 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3977302.000000 Penalty: 3429.885010
	Iteration 31Q: 3 clusters Score -3977302 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3977341.500000 Penalty: 3429.885010
	Iteration 32Q: 3 clusters Score -3977342 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3977385.750000 Penalty: 3429.885010
	Iteration 33Q: 3 clusters Score -3977386 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3977408.000000 Penalty: 3429.885010
	Iteration 34Q: 3 clusters Score -3977408 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3977459.000000 Penalty: 3429.885010
	Iteration 35Q: 3 clusters Score -3977459 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3977517.500000 Penalty: 3429.885010
	Iteration 36Q: 3 clusters Score -3977518 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3977567.750000 Penalty: 3429.885010
	Iteration 37Q: 3 clusters Score -3977568 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3977610.500000 Penalty: 3429.885010
	Iteration 38Q: 3 clusters Score -3977610 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3977670.500000 Penalty: 3429.885010
	Iteration 39Q: 3 clusters Score -3977670 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3977718 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3977768 nChanged 263
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Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3977819 nChanged 248
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Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3977840 nChanged 240
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Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3977888 nChanged 220
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Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3977947 nChanged 214
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Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3977994 nChanged 207
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Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3978024 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3978047 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3978069 nChanged 121
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Mstep: Class 1 contains 31507 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3978091 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3978103.750000 Penalty: 3429.885010
	Iteration 51Q: 3 clusters Score -3978104 nChanged 132
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Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3978127 nChanged 111
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Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3978138 nChanged 100
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Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3978136 nChanged 127
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Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3978162.000000 Penalty: 3429.885010
	Iteration 55Q: 3 clusters Score -3978162 nChanged 115
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Mstep: Class 1 contains 32220 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3978196 nChanged 105
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Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3978202 nChanged 107
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Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3978220 nChanged 112
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Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3978220 nChanged 100
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Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3978245.250000 Penalty: 3429.885010
	Iteration 60F: 3 clusters Score -3978245 nChanged 83
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Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 5586 members 
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	Iteration 61Q: 3 clusters Score -3978241 nChanged 82
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Mstep: Class 1 contains 32807 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3978254 nChanged 95
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Mstep: Class 1 contains 32902 members 
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	Iteration 63Q: 3 clusters Score -3978269 nChanged 84
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Mstep: Class 1 contains 32986 members 
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	Iteration 64Q: 3 clusters Score -3978278 nChanged 69
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Mstep: Class 1 contains 33055 members 
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	Iteration 65Q: 3 clusters Score -3978287 nChanged 79
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Mstep: Class 1 contains 33134 members 
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	Iteration 66Q: 3 clusters Score -3978292 nChanged 66
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Mstep: Class 1 contains 33200 members 
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	Iteration 67Q: 3 clusters Score -3978298 nChanged 70
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Mstep: Class 1 contains 33270 members 
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	Iteration 68Q: 3 clusters Score -3978312 nChanged 68
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Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 4973 members 
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	Iteration 69Q: 3 clusters Score -3978320 nChanged 67
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Mstep: Class 1 contains 33405 members 
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	Iteration 70Q: 3 clusters Score -3978335 nChanged 75
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Mstep: Class 1 contains 33480 members 
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	Iteration 71Q: 3 clusters Score -3978341 nChanged 73
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Mstep: Class 1 contains 33553 members 
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	Iteration 72Q: 3 clusters Score -3978350 nChanged 62
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Mstep: Class 1 contains 33615 members 
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	Iteration 73Q: 3 clusters Score -3978358 nChanged 64
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Mstep: Class 1 contains 33679 members 
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	Iteration 74Q: 3 clusters Score -3978360 nChanged 52
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Mstep: Class 1 contains 33729 members 
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	Iteration 75Q: 3 clusters Score -3978366 nChanged 44
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	Iteration 76Q: 3 clusters Score -3978368 nChanged 42
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	Iteration 77Q: 3 clusters Score -3978375 nChanged 39
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Mstep: Class 1 contains 33854 members 
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	Iteration 78Q: 3 clusters Score -3978376 nChanged 41
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Mstep: Class 1 contains 33895 members 
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	Iteration 79Q: 3 clusters Score -3978373 nChanged 43
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Mstep: Class 1 contains 33938 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3978380 nChanged 34
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Mstep: Class 1 contains 33972 members 
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	Iteration 81Q: 3 clusters Score -3978384 nChanged 31
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Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 4308 members 
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	Iteration 82Q: 3 clusters Score -3978390 nChanged 33
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Mstep: Class 1 contains 34036 members 
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	Iteration 83Q: 3 clusters Score -3978395 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3978393 nChanged 36
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Mstep: Class 1 contains 34101 members 
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	Iteration 85Q: 3 clusters Score -3978407 nChanged 37
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Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3978407 nChanged 31
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Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3978406 nChanged 30
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Mstep: Class 1 contains 34199 members 
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	Iteration 88Q: 3 clusters Score -3978412 nChanged 28
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Mstep: Class 1 contains 34227 members 
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	Iteration 89Q: 3 clusters Score -3978415 nChanged 31
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Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 4053 members 
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Score: -3978422.750000 Penalty: 3429.885010
	Iteration 90Q: 3 clusters Score -3978423 nChanged 21
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Mstep: Class 1 contains 34279 members 
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	Iteration 91Q: 3 clusters Score -3978420 nChanged 21
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Mstep: Class 1 contains 34300 members 
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	Iteration 92Q: 3 clusters Score -3978426 nChanged 25
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Mstep: Class 1 contains 34325 members 
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Score: -3978428.000000 Penalty: 3429.885010
	Iteration 93Q: 3 clusters Score -3978428 nChanged 33
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Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3978437 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3978444.250000 Penalty: 3429.885010
	Iteration 95Q: 3 clusters Score -3978444 nChanged 43
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Mstep: Class 1 contains 34443 members 
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	Iteration 96Q: 3 clusters Score -3978446 nChanged 40
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Mstep: Class 1 contains 34483 members 
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Entering Unmasked Estep 
Score: -3978451.500000 Penalty: 3429.885010
	Iteration 97Q: 3 clusters Score -3978452 nChanged 48
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Mstep: Class 1 contains 34531 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3978460 nChanged 47
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Mstep: Class 1 contains 34578 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3978471 nChanged 41
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Mstep: Class 1 contains 34619 members 
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Entering Unmasked Estep 
Score: -3978477.500000 Penalty: 3429.885010
	Iteration 100F: 3 clusters Score -3978478 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3978478 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34687 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3978485 nChanged 43
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Mstep: Class 1 contains 34728 members 
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Entering Unmasked Estep 
Score: -3978489.000000 Penalty: 3429.885010
	Iteration 103Q: 3 clusters Score -3978489 nChanged 32
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Mstep: Class 1 contains 34760 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3978506 nChanged 43
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Mstep: Class 1 contains 34803 members 
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Entering Unmasked Estep 
Score: -3978517.000000 Penalty: 3429.885010
	Iteration 105Q: 3 clusters Score -3978517 nChanged 47
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Mstep: Class 1 contains 34850 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3978519 nChanged 30
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Mstep: Class 1 contains 34880 members 
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Entering Unmasked Estep 
Score: -3978523.000000 Penalty: 3429.885010
	Iteration 107Q: 3 clusters Score -3978523 nChanged 28
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Mstep: Class 1 contains 34908 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3978523 nChanged 29
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Mstep: Class 1 contains 34937 members 
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Entering Unmasked Estep 
Score: -3978521.500000 Penalty: 3429.885010
	Iteration 109Q: 3 clusters Score -3978522 nChanged 22
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Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3978525.500000 Penalty: 3429.885010
	Iteration 110Q: 3 clusters Score -3978526 nChanged 15
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Mstep: Class 1 contains 34974 members 
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Entering Unmasked Estep 
Score: -3978527.500000 Penalty: 3429.885010
	Iteration 111Q: 3 clusters Score -3978528 nChanged 17
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Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3978519 nChanged 19
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Mstep: Class 1 contains 35010 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3978530 nChanged 18
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Mstep: Class 1 contains 35028 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3978528 nChanged 16
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Mstep: Class 1 contains 35044 members 
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Entering Unmasked Estep 
Score: -3978532.500000 Penalty: 3429.885010
	Iteration 115Q: 3 clusters Score -3978532 nChanged 23
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Mstep: Class 1 contains 35067 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3978529 nChanged 23
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Mstep: Class 1 contains 35088 members 
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Entering Unmasked Estep 
Score: -3978537.250000 Penalty: 3429.885010
	Iteration 117Q: 3 clusters Score -3978537 nChanged 22
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Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3978544.500000 Penalty: 3429.885010
	Iteration 118Q: 3 clusters Score -3978544 nChanged 16
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Mstep: Class 1 contains 35122 members 
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Entering Unmasked Estep 
Score: -3978553.250000 Penalty: 3429.885010
	Iteration 119Q: 3 clusters Score -3978553 nChanged 18
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Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3978548.000000 Penalty: 3429.885010
	Iteration 120F: 3 clusters Score -3978548 nChanged 18
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3978567 nChanged 16
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Mstep: Class 1 contains 35172 members 
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Entering Unmasked Estep 
Score: -3978554.500000 Penalty: 3429.885010
	Iteration 122Q: 3 clusters Score -3978554 nChanged 11
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Mstep: Class 1 contains 35183 members 
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Entering Unmasked Estep 
Score: -3978556.000000 Penalty: 3429.885010
	Iteration 123Q: 3 clusters Score -3978556 nChanged 10
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Mstep: Class 1 contains 35193 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3978553 nChanged 9
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Mstep: Class 1 contains 35202 members 
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Entering Unmasked Estep 
Score: -3978559.500000 Penalty: 3429.885010
	Iteration 125Q: 3 clusters Score -3978560 nChanged 11
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Entering Unmasked Estep 
Score: -3978557.000000 Penalty: 3429.885010
	Iteration 126Q: 3 clusters Score -3978557 nChanged 6
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3978560 nChanged 10
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Score: -3978558.500000 Penalty: 3429.885010
	Iteration 128Q: 3 clusters Score -3978558 nChanged 10
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	Iteration 129Q: 3 clusters Score -3978560 nChanged 16
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	Iteration 130Q: 3 clusters Score -3978556 nChanged 16
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	Iteration 131Q: 3 clusters Score -3978568 nChanged 13
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3978566 nChanged 21
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Entering Unmasked Estep 
Score: -3978563.750000 Penalty: 3429.885010
	Iteration 133Q: 3 clusters Score -3978564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3978561.000000 Penalty: 3429.885010
	Iteration 134Q: 3 clusters Score -3978561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3978566.500000 Penalty: 3429.885010
	Iteration 135Q: 3 clusters Score -3978566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3978570.750000 Penalty: 3429.885010
	Iteration 136Q: 3 clusters Score -3978571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3978571.750000 Penalty: 3429.885010
	Iteration 137Q: 3 clusters Score -3978572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3978570.750000 Penalty: 3429.885010
	Iteration 138Q: 3 clusters Score -3978571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3978572.250000 Penalty: 3429.885010
	Iteration 139Q: 3 clusters Score -3978572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3978573.250000 Penalty: 3429.885010
	Iteration 140F: 3 clusters Score -3978573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3978577.750000 Penalty: 3429.885010
	Iteration 141Q: 3 clusters Score -3978578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3978580.250000 Penalty: 3429.885010
	Iteration 142Q: 3 clusters Score -3978580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3978578.750000 Penalty: 3429.885010
	Iteration 143Q: 3 clusters Score -3978579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3978581.000000 Penalty: 3429.885010
	Iteration 144Q: 3 clusters Score -3978581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3978579.250000 Penalty: 3429.885010
	Iteration 145Q: 3 clusters Score -3978579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3978576.000000 Penalty: 3429.885010
	Iteration 146Q: 3 clusters Score -3978576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3978577.250000 Penalty: 3429.885010
	Iteration 147Q: 3 clusters Score -3978577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3978580.000000 Penalty: 3429.885010
	Iteration 148Q: 3 clusters Score -3978580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3978589.000000 Penalty: 3429.885010
	Iteration 149Q: 3 clusters Score -3978589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3978586.250000 Penalty: 3429.885010
	Iteration 150Q: 3 clusters Score -3978586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3978587.750000 Penalty: 3429.885010
	Iteration 151Q: 3 clusters Score -3978588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3978587.250000 Penalty: 3429.885010
	Iteration 152Q: 3 clusters Score -3978587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3978585.250000 Penalty: 3429.885010
	Iteration 153Q: 3 clusters Score -3978585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3978591.000000 Penalty: 3429.885010
	Iteration 154Q: 3 clusters Score -3978591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3429.885010
	Iteration 155Q: 3 clusters Score -3978595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3978596.250000 Penalty: 3429.885010
	Iteration 156Q: 3 clusters Score -3978596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3978595.250000 Penalty: 3429.885010
	Iteration 157Q: 3 clusters Score -3978595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3978590.500000 Penalty: 3429.885010
	Iteration 158Q: 3 clusters Score -3978590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3978592.750000 Penalty: 3429.885010
	Iteration 159Q: 3 clusters Score -3978593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3978593.500000 Penalty: 3429.885010
	Iteration 160F: 3 clusters Score -3978594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3978595.500000 Penalty: 3429.885010
	Iteration 161Q: 3 clusters Score -3978596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3429.885010
	Iteration 162Q: 3 clusters Score -3978595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3978597.500000 Penalty: 3429.885010
	Iteration 163Q: 3 clusters Score -3978598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3978591.750000 Penalty: 3429.885010
	Iteration 164Q: 3 clusters Score -3978592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3978593.750000 Penalty: 3429.885010
	Iteration 165Q: 3 clusters Score -3978594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3978590.500000 Penalty: 3429.885010
	Iteration 166Q: 3 clusters Score -3978590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3978586.250000 Penalty: 3429.885010
	Iteration 167Q: 3 clusters Score -3978586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3978586.750000 Penalty: 3429.885010
	Iteration 168Q: 3 clusters Score -3978587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3978589.250000 Penalty: 3429.885010
	Iteration 169Q: 3 clusters Score -3978589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3978587.000000 Penalty: 3429.885010
	Iteration 170Q: 3 clusters Score -3978587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3978590.000000 Penalty: 3429.885010
	Iteration 171Q: 3 clusters Score -3978590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3429.885010
	Iteration 172Q: 3 clusters Score -3978595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3978593.000000 Penalty: 3429.885010
	Iteration 173Q: 3 clusters Score -3978593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3978592.750000 Penalty: 3429.885010
	Iteration 174Q: 3 clusters Score -3978593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3978586.750000 Penalty: 3429.885010
	Iteration 175Q: 3 clusters Score -3978587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3978590.250000 Penalty: 3429.885010
	Iteration 176Q: 3 clusters Score -3978590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3978594.250000 Penalty: 3429.885010
	Iteration 177Q: 3 clusters Score -3978594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3978596.250000 Penalty: 3429.885010
	Iteration 178Q: 3 clusters Score -3978596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3978593.000000 Penalty: 3429.885010
	Iteration 179Q: 3 clusters Score -3978593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3978593.000000 Penalty: 3429.885010
	Iteration 180F: 3 clusters Score -3978593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3978593.500000 Penalty: 3429.885010
	Iteration 181Q: 3 clusters Score -3978594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3978592.750000 Penalty: 3429.885010
	Iteration 182Q: 3 clusters Score -3978593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3978594.250000 Penalty: 3429.885010
	Iteration 183Q: 3 clusters Score -3978594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3978589.750000 Penalty: 3429.885010
	Iteration 184Q: 3 clusters Score -3978590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3978594.000000 Penalty: 3429.885010
	Iteration 185Q: 3 clusters Score -3978594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3978594.000000 Penalty: 3429.885010
	Iteration 186Q: 3 clusters Score -3978594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3978593.500000 Penalty: 3429.885010
	Iteration 187Q: 3 clusters Score -3978594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3978598.500000 Penalty: 3429.885010
	Iteration 188Q: 3 clusters Score -3978598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3978597.250000 Penalty: 3429.885010
	Iteration 189Q: 3 clusters Score -3978597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3978597.750000 Penalty: 3429.885010
	Iteration 190Q: 3 clusters Score -3978598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3978598.750000 Penalty: 3429.885010
	Iteration 191Q: 3 clusters Score -3978599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3978602.000000 Penalty: 3429.885010
	Iteration 192Q: 3 clusters Score -3978602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3978594.750000 Penalty: 3429.885010
	Iteration 193Q: 3 clusters Score -3978595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3978595 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3978592 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3978591.500000 Penalty: 3429.885010
	Iteration 196F: 3 clusters Score -3978592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Entering Unmasked Estep 
Score: -3785787.500000 Penalty: 1710.662109
	Iteration 0F: 2 clusters Score -3785788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3760692.750000 Penalty: 3421.324219
	Iteration 0F: 3 clusters Score -3760693 nChanged 17327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3770620.750000 Penalty: 3421.324219
	Iteration 1F: 3 clusters Score -3770621 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3771519 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3772775.250000 Penalty: 3421.324219
	Iteration 3F: 3 clusters Score -3772775 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3774455.000000 Penalty: 3421.324219
	Iteration 4F: 3 clusters Score -3774455 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3776491.000000 Penalty: 3421.324219
	Iteration 5F: 3 clusters Score -3776491 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3778429.250000 Penalty: 3421.324219
	Iteration 6F: 3 clusters Score -3778429 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3779877.000000 Penalty: 3421.324219
	Iteration 7F: 3 clusters Score -3779877 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3780733.000000 Penalty: 3421.324219
	Iteration 8Q: 3 clusters Score -3780733 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3781276.500000 Penalty: 3421.324219
	Iteration 9Q: 3 clusters Score -3781276 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3781614.750000 Penalty: 3421.324219
	Iteration 10Q: 3 clusters Score -3781615 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3781857.500000 Penalty: 3421.324219
	Iteration 11Q: 3 clusters Score -3781858 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3782061.250000 Penalty: 3421.324219
	Iteration 12Q: 3 clusters Score -3782061 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3782256.000000 Penalty: 3421.324219
	Iteration 13Q: 3 clusters Score -3782256 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3782454.250000 Penalty: 3421.324219
	Iteration 14Q: 3 clusters Score -3782454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3782637.000000 Penalty: 3421.324219
	Iteration 15Q: 3 clusters Score -3782637 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3782831.250000 Penalty: 3421.324219
	Iteration 16Q: 3 clusters Score -3782831 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3783041.500000 Penalty: 3421.324219
	Iteration 17Q: 3 clusters Score -3783042 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3783257.250000 Penalty: 3421.324219
	Iteration 18Q: 3 clusters Score -3783257 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3783493.750000 Penalty: 3421.324219
	Iteration 19Q: 3 clusters Score -3783494 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -3783713.500000 Penalty: 3421.324219
	Iteration 20F: 3 clusters Score -3783714 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3783968.750000 Penalty: 3421.324219
	Iteration 21Q: 3 clusters Score -3783969 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3784211.500000 Penalty: 3421.324219
	Iteration 22Q: 3 clusters Score -3784212 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3784381.250000 Penalty: 3421.324219
	Iteration 23Q: 3 clusters Score -3784381 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -3784514.000000 Penalty: 3421.324219
	Iteration 24Q: 3 clusters Score -3784514 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -3784622.750000 Penalty: 3421.324219
	Iteration 25Q: 3 clusters Score -3784623 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -3784720.750000 Penalty: 3421.324219
	Iteration 26Q: 3 clusters Score -3784721 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -3784787.250000 Penalty: 3421.324219
	Iteration 27Q: 3 clusters Score -3784787 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3784841.000000 Penalty: 3421.324219
	Iteration 28Q: 3 clusters Score -3784841 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3784903.000000 Penalty: 3421.324219
	Iteration 29Q: 3 clusters Score -3784903 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -3784944.750000 Penalty: 3421.324219
	Iteration 30Q: 3 clusters Score -3784945 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -3784994.000000 Penalty: 3421.324219
	Iteration 31Q: 3 clusters Score -3784994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3785018.750000 Penalty: 3421.324219
	Iteration 32Q: 3 clusters Score -3785019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3785038.250000 Penalty: 3421.324219
	Iteration 33Q: 3 clusters Score -3785038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -3785060.750000 Penalty: 3421.324219
	Iteration 34Q: 3 clusters Score -3785061 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3785088.000000 Penalty: 3421.324219
	Iteration 35Q: 3 clusters Score -3785088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -3785114.000000 Penalty: 3421.324219
	Iteration 36Q: 3 clusters Score -3785114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -3785136.000000 Penalty: 3421.324219
	Iteration 37Q: 3 clusters Score -3785136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -3785153.500000 Penalty: 3421.324219
	Iteration 38Q: 3 clusters Score -3785154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3785169.250000 Penalty: 3421.324219
	Iteration 39Q: 3 clusters Score -3785169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -3785175.500000 Penalty: 3421.324219
	Iteration 40F: 3 clusters Score -3785176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -3785187.000000 Penalty: 3421.324219
	Iteration 41Q: 3 clusters Score -3785187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -3785196.750000 Penalty: 3421.324219
	Iteration 42Q: 3 clusters Score -3785197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3785204.000000 Penalty: 3421.324219
	Iteration 43Q: 3 clusters Score -3785204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3785211.250000 Penalty: 3421.324219
	Iteration 44Q: 3 clusters Score -3785211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3785204.250000 Penalty: 3421.324219
	Iteration 45Q: 3 clusters Score -3785204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3785216.750000 Penalty: 3421.324219
	Iteration 46Q: 3 clusters Score -3785217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -3785228.750000 Penalty: 3421.324219
	Iteration 47Q: 3 clusters Score -3785229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -3785230.250000 Penalty: 3421.324219
	Iteration 48Q: 3 clusters Score -3785230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3785233.500000 Penalty: 3421.324219
	Iteration 49Q: 3 clusters Score -3785234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3785236.750000 Penalty: 3421.324219
	Iteration 50Q: 3 clusters Score -3785237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3785245.000000 Penalty: 3421.324219
	Iteration 51Q: 3 clusters Score -3785245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -3785248.250000 Penalty: 3421.324219
	Iteration 52Q: 3 clusters Score -3785248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3785255.000000 Penalty: 3421.324219
	Iteration 53Q: 3 clusters Score -3785255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3785252.750000 Penalty: 3421.324219
	Iteration 54Q: 3 clusters Score -3785253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3785250.250000 Penalty: 3421.324219
	Iteration 55Q: 3 clusters Score -3785250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3785260.000000 Penalty: 3421.324219
	Iteration 56Q: 3 clusters Score -3785260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3785263.750000 Penalty: 3421.324219
	Iteration 57Q: 3 clusters Score -3785264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -3785259.750000 Penalty: 3421.324219
	Iteration 58Q: 3 clusters Score -3785260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -3785254.750000 Penalty: 3421.324219
	Iteration 59Q: 3 clusters Score -3785255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3785253.750000 Penalty: 3421.324219
	Iteration 60F: 3 clusters Score -3785254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -3785257.000000 Penalty: 3421.324219
	Iteration 61Q: 3 clusters Score -3785257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3785258.250000 Penalty: 3421.324219
	Iteration 62Q: 3 clusters Score -3785258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3785258.250000 Penalty: 3421.324219
	Iteration 63F: 3 clusters Score -3785258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -433193.531250 Penalty: 1362.345093
	Iteration 0F: 2 clusters Score -433193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -429636.000000 Penalty: 2724.690186
	Iteration 0F: 3 clusters Score -429636 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -430783.593750 Penalty: 2724.690186
	Iteration 1F: 3 clusters Score -430783.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -431013.718750 Penalty: 2724.690186
	Iteration 2F: 3 clusters Score -431013.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -431194.750000 Penalty: 2724.690186
	Iteration 3F: 3 clusters Score -431194.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -431370.343750 Penalty: 2724.690186
	Iteration 4F: 3 clusters Score -431370.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -431505.593750 Penalty: 2724.690186
	Iteration 5Q: 3 clusters Score -431505.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -431618.968750 Penalty: 2724.690186
	Iteration 6Q: 3 clusters Score -431619 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -431722.093750 Penalty: 2724.690186
	Iteration 7Q: 3 clusters Score -431722.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -431812.562500 Penalty: 2724.690186
	Iteration 8Q: 3 clusters Score -431812.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -431893.375000 Penalty: 2724.690186
	Iteration 9Q: 3 clusters Score -431893.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -431963.843750 Penalty: 2724.690186
	Iteration 10Q: 3 clusters Score -431963.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -432021.375000 Penalty: 2724.690186
	Iteration 11Q: 3 clusters Score -432021.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -432075.843750 Penalty: 2724.690186
	Iteration 12Q: 3 clusters Score -432075.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -432123.531250 Penalty: 2724.690186
	Iteration 13Q: 3 clusters Score -432123.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -432166.593750 Penalty: 2724.690186
	Iteration 14Q: 3 clusters Score -432166.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -432202.562500 Penalty: 2724.690186
	Iteration 15Q: 3 clusters Score -432202.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -432242.125000 Penalty: 2724.690186
	Iteration 16Q: 3 clusters Score -432242.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -432274.562500 Penalty: 2724.690186
	Iteration 17Q: 3 clusters Score -432274.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -432301.312500 Penalty: 2724.690186
	Iteration 18Q: 3 clusters Score -432301.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -432326.031250 Penalty: 2724.690186
	Iteration 19Q: 3 clusters Score -432326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -432343.250000 Penalty: 2724.690186
	Iteration 20F: 3 clusters Score -432343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -432354.687500 Penalty: 2724.690186
	Iteration 21Q: 3 clusters Score -432354.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -432364.843750 Penalty: 2724.690186
	Iteration 22Q: 3 clusters Score -432364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -432376.500000 Penalty: 2724.690186
	Iteration 23Q: 3 clusters Score -432376.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -432388.625000 Penalty: 2724.690186
	Iteration 24Q: 3 clusters Score -432388.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -432398.093750 Penalty: 2724.690186
	Iteration 25Q: 3 clusters Score -432398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -432403.375000 Penalty: 2724.690186
	Iteration 26Q: 3 clusters Score -432403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -432406.125000 Penalty: 2724.690186
	Iteration 27Q: 3 clusters Score -432406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -432406.875000 Penalty: 2724.690186
	Iteration 28Q: 3 clusters Score -432406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -432408.718750 Penalty: 2724.690186
	Iteration 29Q: 3 clusters Score -432408.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -432409.468750 Penalty: 2724.690186
	Iteration 30Q: 3 clusters Score -432409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -432410.750000 Penalty: 2724.690186
	Iteration 31Q: 3 clusters Score -432410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -432412.218750 Penalty: 2724.690186
	Iteration 32Q: 3 clusters Score -432412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -432414.781250 Penalty: 2724.690186
	Iteration 33Q: 3 clusters Score -432414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -432415.375000 Penalty: 2724.690186
	Iteration 34Q: 3 clusters Score -432415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -432417.781250 Penalty: 2724.690186
	Iteration 35Q: 3 clusters Score -432417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -432421.125000 Penalty: 2724.690186
	Iteration 36Q: 3 clusters Score -432421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -432422.718750 Penalty: 2724.690186
	Iteration 37Q: 3 clusters Score -432422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -432424.000000 Penalty: 2724.690186
	Iteration 38Q: 3 clusters Score -432424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -432424.718750 Penalty: 2724.690186
	Iteration 39Q: 3 clusters Score -432424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -432426.906250 Penalty: 2724.690186
	Iteration 40F: 3 clusters Score -432426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -432426.906250 Penalty: 2724.690186
	Iteration 41Q: 3 clusters Score -432426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -432426.906250 Penalty: 2724.690186
	Iteration 42F: 3 clusters Score -432426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (97635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Entering Unmasked Estep 
Score: -10227993.000000 Penalty: 1866.961182
	Iteration 0F: 2 clusters Score -1.022799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -10162991.000000 Penalty: 3733.922363
	Iteration 0F: 3 clusters Score -1.016299e+07 nChanged 46867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -10190003.000000 Penalty: 3733.922363
	Iteration 1F: 3 clusters Score -1.019e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -10190813.000000 Penalty: 3733.922363
	Iteration 2Q: 3 clusters Score -1.019081e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -10191927.000000 Penalty: 3733.922363
	Iteration 3Q: 3 clusters Score -1.019193e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -10193641.000000 Penalty: 3733.922363
	Iteration 4Q: 3 clusters Score -1.019364e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -10196583.000000 Penalty: 3733.922363
	Iteration 5F: 3 clusters Score -1.019658e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -10201141.000000 Penalty: 3733.922363
	Iteration 6F: 3 clusters Score -1.020114e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -10206890.000000 Penalty: 3733.922363
	Iteration 7F: 3 clusters Score -1.020689e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -10212856.000000 Penalty: 3733.922363
	Iteration 8F: 3 clusters Score -1.021286e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -10218173.000000 Penalty: 3733.922363
	Iteration 9F: 3 clusters Score -1.021817e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -10222148.000000 Penalty: 3733.922363
	Iteration 10Q: 3 clusters Score -1.022215e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -10224468.000000 Penalty: 3733.922363
	Iteration 11Q: 3 clusters Score -1.022447e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -10225550.000000 Penalty: 3733.922363
	Iteration 12Q: 3 clusters Score -1.022555e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -10225947.000000 Penalty: 3733.922363
	Iteration 13Q: 3 clusters Score -1.022595e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -10226104.000000 Penalty: 3733.922363
	Iteration 14Q: 3 clusters Score -1.02261e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -10226197.000000 Penalty: 3733.922363
	Iteration 15Q: 3 clusters Score -1.02262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -10226251.000000 Penalty: 3733.922363
	Iteration 16Q: 3 clusters Score -1.022625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -10226272.000000 Penalty: 3733.922363
	Iteration 17Q: 3 clusters Score -1.022627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -10226307.000000 Penalty: 3733.922363
	Iteration 18Q: 3 clusters Score -1.022631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -10226349.000000 Penalty: 3733.922363
	Iteration 19Q: 3 clusters Score -1.022635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -10226354.000000 Penalty: 3733.922363
	Iteration 20F: 3 clusters Score -1.022635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -10226354.000000 Penalty: 3733.922363
	Iteration 21Q: 3 clusters Score -1.022635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -10226346.000000 Penalty: 3733.922363
	Iteration 22Q: 3 clusters Score -1.022635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -10226352.000000 Penalty: 3733.922363
	Iteration 23Q: 3 clusters Score -1.022635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -10226354.000000 Penalty: 3733.922363
	Iteration 24Q: 3 clusters Score -1.022635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -10226354.000000 Penalty: 3733.922363
	Iteration 25Q: 3 clusters Score -1.022635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -10226358.000000 Penalty: 3733.922363
	Iteration 26Q: 3 clusters Score -1.022636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -10226356.000000 Penalty: 3733.922363
	Iteration 27Q: 3 clusters Score -1.022636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -10226356.000000 Penalty: 3733.922363
	Iteration 28F: 3 clusters Score -1.022636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -297922.937500 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -297922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -295165.656250 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -295165.7 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -295960.343750 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -295960.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296210.937500 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -296210.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -296395.937500 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -296395.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296534.000000 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -296534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -296648.781250 Penalty: 2617.099854
	Iteration 5Q: 3 clusters Score -296648.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296747.437500 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -296747.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -296862.781250 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -296862.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -296975.031250 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -296975 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297064.718750 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -297064.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -297129.656250 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -297129.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -297177.250000 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -297177.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -297205.062500 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -297205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -297223.593750 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -297223.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -297242.187500 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -297242.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -297254.531250 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -297254.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -297265.468750 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -297265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -297276.781250 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -297276.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -297288.093750 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -297288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -297293.718750 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -297293.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -297300.281250 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -297300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -297304.843750 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -297304.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -297310.281250 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -297310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -297315.437500 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -297315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -297318.468750 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -297318.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -297322.406250 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -297322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -297323.687500 Penalty: 2617.099854
	Iteration 26Q: 3 clusters Score -297323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -297325.906250 Penalty: 2617.099854
	Iteration 27Q: 3 clusters Score -297325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -297327.062500 Penalty: 2617.099854
	Iteration 28Q: 3 clusters Score -297327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -297327.468750 Penalty: 2617.099854
	Iteration 29Q: 3 clusters Score -297327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -297327.281250 Penalty: 2617.099854
	Iteration 30Q: 3 clusters Score -297327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -297327.281250 Penalty: 2617.099854
	Iteration 31F: 3 clusters Score -297327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Entering Unmasked Estep 
Score: -2541123.000000 Penalty: 1655.358765
	Iteration 0F: 2 clusters Score -2541123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2523198.000000 Penalty: 3310.717529
	Iteration 0F: 3 clusters Score -2523198 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2530177.750000 Penalty: 3310.717529
	Iteration 1F: 3 clusters Score -2530178 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2530881.000000 Penalty: 3310.717529
	Iteration 2F: 3 clusters Score -2530881 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2531678.000000 Penalty: 3310.717529
	Iteration 3F: 3 clusters Score -2531678 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2532509.250000 Penalty: 3310.717529
	Iteration 4F: 3 clusters Score -2532509 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2533290.250000 Penalty: 3310.717529
	Iteration 5F: 3 clusters Score -2533290 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2533933.500000 Penalty: 3310.717529
	Iteration 6F: 3 clusters Score -2533934 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2534351.000000 Penalty: 3310.717529
	Iteration 7Q: 3 clusters Score -2534351 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2534667.500000 Penalty: 3310.717529
	Iteration 8Q: 3 clusters Score -2534668 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2534929.000000 Penalty: 3310.717529
	Iteration 9Q: 3 clusters Score -2534929 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2535140.250000 Penalty: 3310.717529
	Iteration 10Q: 3 clusters Score -2535140 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2535373.500000 Penalty: 3310.717529
	Iteration 11Q: 3 clusters Score -2535374 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2535577.500000 Penalty: 3310.717529
	Iteration 12Q: 3 clusters Score -2535578 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2535742.750000 Penalty: 3310.717529
	Iteration 13Q: 3 clusters Score -2535743 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2535941.750000 Penalty: 3310.717529
	Iteration 14Q: 3 clusters Score -2535942 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2536115.500000 Penalty: 3310.717529
	Iteration 15Q: 3 clusters Score -2536116 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2536287.250000 Penalty: 3310.717529
	Iteration 16Q: 3 clusters Score -2536287 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2536448.750000 Penalty: 3310.717529
	Iteration 17Q: 3 clusters Score -2536449 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2536609.500000 Penalty: 3310.717529
	Iteration 18Q: 3 clusters Score -2536610 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2536813.500000 Penalty: 3310.717529
	Iteration 19Q: 3 clusters Score -2536814 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2537034.500000 Penalty: 3310.717529
	Iteration 20F: 3 clusters Score -2537034 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2537293.250000 Penalty: 3310.717529
	Iteration 21Q: 3 clusters Score -2537293 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2537545.000000 Penalty: 3310.717529
	Iteration 22Q: 3 clusters Score -2537545 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2537854.750000 Penalty: 3310.717529
	Iteration 23Q: 3 clusters Score -2537855 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2538128.500000 Penalty: 3310.717529
	Iteration 24Q: 3 clusters Score -2538128 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2538433.000000 Penalty: 3310.717529
	Iteration 25Q: 3 clusters Score -2538433 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2538743.500000 Penalty: 3310.717529
	Iteration 26Q: 3 clusters Score -2538744 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2539032.000000 Penalty: 3310.717529
	Iteration 27Q: 3 clusters Score -2539032 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2539299.000000 Penalty: 3310.717529
	Iteration 28Q: 3 clusters Score -2539299 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2539539.750000 Penalty: 3310.717529
	Iteration 29Q: 3 clusters Score -2539540 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2539744.500000 Penalty: 3310.717529
	Iteration 30Q: 3 clusters Score -2539744 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2539905.750000 Penalty: 3310.717529
	Iteration 31Q: 3 clusters Score -2539906 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2540020.750000 Penalty: 3310.717529
	Iteration 32Q: 3 clusters Score -2540021 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2540112.250000 Penalty: 3310.717529
	Iteration 33Q: 3 clusters Score -2540112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -2540177.750000 Penalty: 3310.717529
	Iteration 34Q: 3 clusters Score -2540178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -2540241.750000 Penalty: 3310.717529
	Iteration 35Q: 3 clusters Score -2540242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2540296.750000 Penalty: 3310.717529
	Iteration 36Q: 3 clusters Score -2540297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2540334.250000 Penalty: 3310.717529
	Iteration 37Q: 3 clusters Score -2540334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2540376.000000 Penalty: 3310.717529
	Iteration 38Q: 3 clusters Score -2540376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2540410.250000 Penalty: 3310.717529
	Iteration 39Q: 3 clusters Score -2540410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2540447.500000 Penalty: 3310.717529
	Iteration 40F: 3 clusters Score -2540448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2540476.500000 Penalty: 3310.717529
	Iteration 41Q: 3 clusters Score -2540476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2540505.500000 Penalty: 3310.717529
	Iteration 42Q: 3 clusters Score -2540506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2540539.000000 Penalty: 3310.717529
	Iteration 43Q: 3 clusters Score -2540539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2540569.250000 Penalty: 3310.717529
	Iteration 44Q: 3 clusters Score -2540569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2540589.500000 Penalty: 3310.717529
	Iteration 45Q: 3 clusters Score -2540590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2540603.750000 Penalty: 3310.717529
	Iteration 46Q: 3 clusters Score -2540604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2540618.500000 Penalty: 3310.717529
	Iteration 47Q: 3 clusters Score -2540618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2540632.500000 Penalty: 3310.717529
	Iteration 48Q: 3 clusters Score -2540632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2540640.750000 Penalty: 3310.717529
	Iteration 49Q: 3 clusters Score -2540641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2540652.000000 Penalty: 3310.717529
	Iteration 50Q: 3 clusters Score -2540652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -2540652.750000 Penalty: 3310.717529
	Iteration 51Q: 3 clusters Score -2540653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2540656.250000 Penalty: 3310.717529
	Iteration 52Q: 3 clusters Score -2540656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2540658.500000 Penalty: 3310.717529
	Iteration 53Q: 3 clusters Score -2540658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2540661.750000 Penalty: 3310.717529
	Iteration 54Q: 3 clusters Score -2540662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2540662.000000 Penalty: 3310.717529
	Iteration 55Q: 3 clusters Score -2540662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2540664.250000 Penalty: 3310.717529
	Iteration 56Q: 3 clusters Score -2540664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2540666.000000 Penalty: 3310.717529
	Iteration 57Q: 3 clusters Score -2540666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2540665.500000 Penalty: 3310.717529
	Iteration 58Q: 3 clusters Score -2540666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2540667.250000 Penalty: 3310.717529
	Iteration 59Q: 3 clusters Score -2540667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2540667.250000 Penalty: 3310.717529
	Iteration 60F: 3 clusters Score -2540667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -421086.218750 Penalty: 1362.196289
	Iteration 0F: 2 clusters Score -421086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -417457.437500 Penalty: 2724.392578
	Iteration 0F: 3 clusters Score -417457.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -418519.281250 Penalty: 2724.392578
	Iteration 1F: 3 clusters Score -418519.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -418733.781250 Penalty: 2724.392578
	Iteration 2F: 3 clusters Score -418733.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -418935.312500 Penalty: 2724.392578
	Iteration 3F: 3 clusters Score -418935.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -419205.343750 Penalty: 2724.392578
	Iteration 4F: 3 clusters Score -419205.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -419579.812500 Penalty: 2724.392578
	Iteration 5F: 3 clusters Score -419579.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -420032.187500 Penalty: 2724.392578
	Iteration 6F: 3 clusters Score -420032.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -420391.125000 Penalty: 2724.392578
	Iteration 7F: 3 clusters Score -420391.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -420599.468750 Penalty: 2724.392578
	Iteration 8F: 3 clusters Score -420599.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -420733.906250 Penalty: 2724.392578
	Iteration 9Q: 3 clusters Score -420733.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -420817.437500 Penalty: 2724.392578
	Iteration 10Q: 3 clusters Score -420817.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -420859.125000 Penalty: 2724.392578
	Iteration 11Q: 3 clusters Score -420859.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -420888.031250 Penalty: 2724.392578
	Iteration 12Q: 3 clusters Score -420888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -420917.281250 Penalty: 2724.392578
	Iteration 13Q: 3 clusters Score -420917.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -420954.812500 Penalty: 2724.392578
	Iteration 14Q: 3 clusters Score -420954.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -420988.468750 Penalty: 2724.392578
	Iteration 15Q: 3 clusters Score -420988.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -421021.750000 Penalty: 2724.392578
	Iteration 16Q: 3 clusters Score -421021.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -421041.937500 Penalty: 2724.392578
	Iteration 17Q: 3 clusters Score -421041.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -421058.437500 Penalty: 2724.392578
	Iteration 18Q: 3 clusters Score -421058.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -421068.812500 Penalty: 2724.392578
	Iteration 19Q: 3 clusters Score -421068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -421076.125000 Penalty: 2724.392578
	Iteration 20F: 3 clusters Score -421076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -421085.406250 Penalty: 2724.392578
	Iteration 21Q: 3 clusters Score -421085.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -421091.968750 Penalty: 2724.392578
	Iteration 22Q: 3 clusters Score -421092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -421096.718750 Penalty: 2724.392578
	Iteration 23Q: 3 clusters Score -421096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -421097.718750 Penalty: 2724.392578
	Iteration 24Q: 3 clusters Score -421097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -421098.843750 Penalty: 2724.392578
	Iteration 25Q: 3 clusters Score -421098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -421100.656250 Penalty: 2724.392578
	Iteration 26Q: 3 clusters Score -421100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -421100.625000 Penalty: 2724.392578
	Iteration 27Q: 3 clusters Score -421100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -421101.250000 Penalty: 2724.392578
	Iteration 28Q: 3 clusters Score -421101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -421102.406250 Penalty: 2724.392578
	Iteration 29Q: 3 clusters Score -421102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -421103.125000 Penalty: 2724.392578
	Iteration 30Q: 3 clusters Score -421103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -421103.687500 Penalty: 2724.392578
	Iteration 31Q: 3 clusters Score -421103.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -421106.468750 Penalty: 2724.392578
	Iteration 32Q: 3 clusters Score -421106.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -421110.781250 Penalty: 2724.392578
	Iteration 33Q: 3 clusters Score -421110.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -421113.718750 Penalty: 2724.392578
	Iteration 34Q: 3 clusters Score -421113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -421113.593750 Penalty: 2724.392578
	Iteration 35Q: 3 clusters Score -421113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -421114.375000 Penalty: 2724.392578
	Iteration 36Q: 3 clusters Score -421114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -421115.281250 Penalty: 2724.392578
	Iteration 37Q: 3 clusters Score -421115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -421115.093750 Penalty: 2724.392578
	Iteration 38Q: 3 clusters Score -421115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -421116.031250 Penalty: 2724.392578
	Iteration 39Q: 3 clusters Score -421116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -421117.562500 Penalty: 2724.392578
	Iteration 40F: 3 clusters Score -421117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -421118.718750 Penalty: 2724.392578
	Iteration 41Q: 3 clusters Score -421118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -421118.812500 Penalty: 2724.392578
	Iteration 42Q: 3 clusters Score -421118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -421119.531250 Penalty: 2724.392578
	Iteration 43Q: 3 clusters Score -421119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -421121.000000 Penalty: 2724.392578
	Iteration 44Q: 3 clusters Score -421121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -421121.781250 Penalty: 2724.392578
	Iteration 45Q: 3 clusters Score -421121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -421122.531250 Penalty: 2724.392578
	Iteration 46Q: 3 clusters Score -421122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -421122.531250 Penalty: 2724.392578
	Iteration 47F: 3 clusters Score -421122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 2786 members 
Entering Unmasked Estep 
Score: -154067696.000000 Penalty: 111104.703125
Splitting cluster 27 changes total score from -154068768.000000 to -154067696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -472208.843750 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -472208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -468278.843750 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -468278.8 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -469563.531250 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -469563.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -469849.281250 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -469849.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -470037.906250 Penalty: 2764.690186
	Iteration 3F: 3 clusters Score -470037.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -470188.531250 Penalty: 2764.690186
	Iteration 4F: 3 clusters Score -470188.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -470297.562500 Penalty: 2764.690186
	Iteration 5Q: 3 clusters Score -470297.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -470391.718750 Penalty: 2764.690186
	Iteration 6Q: 3 clusters Score -470391.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -470471.031250 Penalty: 2764.690186
	Iteration 7Q: 3 clusters Score -470471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -470543.031250 Penalty: 2764.690186
	Iteration 8Q: 3 clusters Score -470543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -470615.687500 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -470615.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -470690.000000 Penalty: 2764.690186
	Iteration 10Q: 3 clusters Score -470690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -470767.937500 Penalty: 2764.690186
	Iteration 11Q: 3 clusters Score -470767.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -470843.875000 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -470843.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -470912.343750 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -470912.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -470993.656250 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -470993.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -471062.562500 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -471062.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -471134.875000 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -471134.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -471203.843750 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -471203.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -471270.343750 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -471270.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -471340.906250 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -471340.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -471398.500000 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -471398.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -471452.906250 Penalty: 2764.690186
	Iteration 21Q: 3 clusters Score -471452.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -471488.843750 Penalty: 2764.690186
	Iteration 22Q: 3 clusters Score -471488.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -471521.437500 Penalty: 2764.690186
	Iteration 23Q: 3 clusters Score -471521.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -471561.812500 Penalty: 2764.690186
	Iteration 24Q: 3 clusters Score -471561.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -471587.437500 Penalty: 2764.690186
	Iteration 25Q: 3 clusters Score -471587.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -471614.156250 Penalty: 2764.690186
	Iteration 26Q: 3 clusters Score -471614.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -471634.750000 Penalty: 2764.690186
	Iteration 27Q: 3 clusters Score -471634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -471659.281250 Penalty: 2764.690186
	Iteration 28Q: 3 clusters Score -471659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -471678.375000 Penalty: 2764.690186
	Iteration 29Q: 3 clusters Score -471678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -471689.593750 Penalty: 2764.690186
	Iteration 30Q: 3 clusters Score -471689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -471695.468750 Penalty: 2764.690186
	Iteration 31Q: 3 clusters Score -471695.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -471705.343750 Penalty: 2764.690186
	Iteration 32Q: 3 clusters Score -471705.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -471708.312500 Penalty: 2764.690186
	Iteration 33Q: 3 clusters Score -471708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -471708.937500 Penalty: 2764.690186
	Iteration 34Q: 3 clusters Score -471708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -471710.000000 Penalty: 2764.690186
	Iteration 35Q: 3 clusters Score -471710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -471710.687500 Penalty: 2764.690186
	Iteration 36Q: 3 clusters Score -471710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -471710.687500 Penalty: 2764.690186
	Iteration 37F: 3 clusters Score -471710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -573331.937500 Penalty: 1406.839966
	Iteration 0F: 2 clusters Score -573331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -568879.062500 Penalty: 2813.679932
	Iteration 0F: 3 clusters Score -568879.1 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -570351.000000 Penalty: 2813.679932
	Iteration 1F: 3 clusters Score -570351 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -570755.125000 Penalty: 2813.679932
	Iteration 2F: 3 clusters Score -570755.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -571101.812500 Penalty: 2813.679932
	Iteration 3F: 3 clusters Score -571101.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -571400.187500 Penalty: 2813.679932
	Iteration 4F: 3 clusters Score -571400.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -571688.062500 Penalty: 2813.679932
	Iteration 5F: 3 clusters Score -571688.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -571910.625000 Penalty: 2813.679932
	Iteration 6Q: 3 clusters Score -571910.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -572093.187500 Penalty: 2813.679932
	Iteration 7Q: 3 clusters Score -572093.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -572274.687500 Penalty: 2813.679932
	Iteration 8Q: 3 clusters Score -572274.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -572442.625000 Penalty: 2813.679932
	Iteration 9Q: 3 clusters Score -572442.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -572658.687500 Penalty: 2813.679932
	Iteration 10Q: 3 clusters Score -572658.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -572872.312500 Penalty: 2813.679932
	Iteration 11Q: 3 clusters Score -572872.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -572987.750000 Penalty: 2813.679932
	Iteration 12Q: 3 clusters Score -572987.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -573036.062500 Penalty: 2813.679932
	Iteration 13Q: 3 clusters Score -573036.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -573064.000000 Penalty: 2813.679932
	Iteration 14Q: 3 clusters Score -573064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -573082.625000 Penalty: 2813.679932
	Iteration 15Q: 3 clusters Score -573082.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -573091.000000 Penalty: 2813.679932
	Iteration 16Q: 3 clusters Score -573091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -573100.000000 Penalty: 2813.679932
	Iteration 17Q: 3 clusters Score -573100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -573107.250000 Penalty: 2813.679932
	Iteration 18Q: 3 clusters Score -573107.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -573116.250000 Penalty: 2813.679932
	Iteration 19Q: 3 clusters Score -573116.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -573122.187500 Penalty: 2813.679932
	Iteration 20F: 3 clusters Score -573122.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -573127.500000 Penalty: 2813.679932
	Iteration 21Q: 3 clusters Score -573127.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -573131.187500 Penalty: 2813.679932
	Iteration 22Q: 3 clusters Score -573131.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -573135.750000 Penalty: 2813.679932
	Iteration 23Q: 3 clusters Score -573135.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -573141.937500 Penalty: 2813.679932
	Iteration 24Q: 3 clusters Score -573141.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -573149.312500 Penalty: 2813.679932
	Iteration 25Q: 3 clusters Score -573149.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -573156.187500 Penalty: 2813.679932
	Iteration 26Q: 3 clusters Score -573156.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -573167.312500 Penalty: 2813.679932
	Iteration 27Q: 3 clusters Score -573167.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -573176.000000 Penalty: 2813.679932
	Iteration 28Q: 3 clusters Score -573176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -573185.062500 Penalty: 2813.679932
	Iteration 29Q: 3 clusters Score -573185.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -573196.875000 Penalty: 2813.679932
	Iteration 30Q: 3 clusters Score -573196.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -573204.875000 Penalty: 2813.679932
	Iteration 31Q: 3 clusters Score -573204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -573210.375000 Penalty: 2813.679932
	Iteration 32Q: 3 clusters Score -573210.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -573218.312500 Penalty: 2813.679932
	Iteration 33Q: 3 clusters Score -573218.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -573226.125000 Penalty: 2813.679932
	Iteration 34Q: 3 clusters Score -573226.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -573229.750000 Penalty: 2813.679932
	Iteration 35Q: 3 clusters Score -573229.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -573234.187500 Penalty: 2813.679932
	Iteration 36Q: 3 clusters Score -573234.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -573237.250000 Penalty: 2813.679932
	Iteration 37Q: 3 clusters Score -573237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -573240.437500 Penalty: 2813.679932
	Iteration 38Q: 3 clusters Score -573240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -573243.562500 Penalty: 2813.679932
	Iteration 39Q: 3 clusters Score -573243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -573247.250000 Penalty: 2813.679932
	Iteration 40F: 3 clusters Score -573247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -573247.875000 Penalty: 2813.679932
	Iteration 41Q: 3 clusters Score -573247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -573248.687500 Penalty: 2813.679932
	Iteration 42Q: 3 clusters Score -573248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -573249.062500 Penalty: 2813.679932
	Iteration 43Q: 3 clusters Score -573249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -573249.187500 Penalty: 2813.679932
	Iteration 44Q: 3 clusters Score -573249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -573251.750000 Penalty: 2813.679932
	Iteration 45Q: 3 clusters Score -573251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -573254.312500 Penalty: 2813.679932
	Iteration 46Q: 3 clusters Score -573254.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -573256.000000 Penalty: 2813.679932
	Iteration 47Q: 3 clusters Score -573256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -573257.312500 Penalty: 2813.679932
	Iteration 48Q: 3 clusters Score -573257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -573257.937500 Penalty: 2813.679932
	Iteration 49Q: 3 clusters Score -573257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -573259.437500 Penalty: 2813.679932
	Iteration 50Q: 3 clusters Score -573259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -573259.437500 Penalty: 2813.679932
	Iteration 51F: 3 clusters Score -573259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (54127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Entering Unmasked Estep 
Score: -5682674.000000 Penalty: 1771.101929
	Iteration 0F: 2 clusters Score -5682674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5646498.500000 Penalty: 3542.203857
	Iteration 0F: 3 clusters Score -5646498 nChanged 25432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -5661422.500000 Penalty: 3542.203857
	Iteration 1F: 3 clusters Score -5661422 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -5662664.500000 Penalty: 3542.203857
	Iteration 2Q: 3 clusters Score -5662664 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5664594.000000 Penalty: 3542.203857
	Iteration 3F: 3 clusters Score -5664594 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5667138.500000 Penalty: 3542.203857
	Iteration 4F: 3 clusters Score -5667138 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -5670043.000000 Penalty: 3542.203857
	Iteration 5F: 3 clusters Score -5670043 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -5672693.000000 Penalty: 3542.203857
	Iteration 6F: 3 clusters Score -5672693 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -5674838.500000 Penalty: 3542.203857
	Iteration 7F: 3 clusters Score -5674838 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5676392.000000 Penalty: 3542.203857
	Iteration 8Q: 3 clusters Score -5676392 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -5677398.500000 Penalty: 3542.203857
	Iteration 9Q: 3 clusters Score -5677398 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5678057.500000 Penalty: 3542.203857
	Iteration 10Q: 3 clusters Score -5678058 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5678545.500000 Penalty: 3542.203857
	Iteration 11Q: 3 clusters Score -5678546 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5678827.000000 Penalty: 3542.203857
	Iteration 12Q: 3 clusters Score -5678827 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5678991.000000 Penalty: 3542.203857
	Iteration 13Q: 3 clusters Score -5678991 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5679126.500000 Penalty: 3542.203857
	Iteration 14Q: 3 clusters Score -5679126 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5679210.000000 Penalty: 3542.203857
	Iteration 15Q: 3 clusters Score -5679210 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5679312.000000 Penalty: 3542.203857
	Iteration 16Q: 3 clusters Score -5679312 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5679377.500000 Penalty: 3542.203857
	Iteration 17Q: 3 clusters Score -5679378 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5679455.500000 Penalty: 3542.203857
	Iteration 18Q: 3 clusters Score -5679456 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5679545.500000 Penalty: 3542.203857
	Iteration 19Q: 3 clusters Score -5679546 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5679659.500000 Penalty: 3542.203857
	Iteration 20F: 3 clusters Score -5679660 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5679747.000000 Penalty: 3542.203857
	Iteration 21Q: 3 clusters Score -5679747 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -5679822.000000 Penalty: 3542.203857
	Iteration 22Q: 3 clusters Score -5679822 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -5679928.500000 Penalty: 3542.203857
	Iteration 23Q: 3 clusters Score -5679928 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -5680044.500000 Penalty: 3542.203857
	Iteration 24Q: 3 clusters Score -5680044 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5680179.500000 Penalty: 3542.203857
	Iteration 25Q: 3 clusters Score -5680180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -5680311.500000 Penalty: 3542.203857
	Iteration 26Q: 3 clusters Score -5680312 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -5680441.500000 Penalty: 3542.203857
	Iteration 27Q: 3 clusters Score -5680442 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5680540.500000 Penalty: 3542.203857
	Iteration 28Q: 3 clusters Score -5680540 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -5680654.500000 Penalty: 3542.203857
	Iteration 29Q: 3 clusters Score -5680654 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -5680705.500000 Penalty: 3542.203857
	Iteration 30Q: 3 clusters Score -5680706 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -5680806.500000 Penalty: 3542.203857
	Iteration 31Q: 3 clusters Score -5680806 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -5680897.500000 Penalty: 3542.203857
	Iteration 32Q: 3 clusters Score -5680898 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5680978.000000 Penalty: 3542.203857
	Iteration 33Q: 3 clusters Score -5680978 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -5681067.000000 Penalty: 3542.203857
	Iteration 34Q: 3 clusters Score -5681067 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -5681115.000000 Penalty: 3542.203857
	Iteration 35Q: 3 clusters Score -5681115 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -5681163.000000 Penalty: 3542.203857
	Iteration 36Q: 3 clusters Score -5681163 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -5681200.000000 Penalty: 3542.203857
	Iteration 37Q: 3 clusters Score -5681200 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -5681252.500000 Penalty: 3542.203857
	Iteration 38Q: 3 clusters Score -5681252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -5681277.500000 Penalty: 3542.203857
	Iteration 39Q: 3 clusters Score -5681278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -5681304.500000 Penalty: 3542.203857
	Iteration 40F: 3 clusters Score -5681304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5681345.000000 Penalty: 3542.203857
	Iteration 41Q: 3 clusters Score -5681345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -5681385.500000 Penalty: 3542.203857
	Iteration 42Q: 3 clusters Score -5681386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -5681400.500000 Penalty: 3542.203857
	Iteration 43Q: 3 clusters Score -5681400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -5681436.000000 Penalty: 3542.203857
	Iteration 44Q: 3 clusters Score -5681436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -5681485.000000 Penalty: 3542.203857
	Iteration 45Q: 3 clusters Score -5681485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -5681503.500000 Penalty: 3542.203857
	Iteration 46Q: 3 clusters Score -5681504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -5681517.500000 Penalty: 3542.203857
	Iteration 47Q: 3 clusters Score -5681518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -5681536.500000 Penalty: 3542.203857
	Iteration 48Q: 3 clusters Score -5681536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -5681548.000000 Penalty: 3542.203857
	Iteration 49Q: 3 clusters Score -5681548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -5681550.000000 Penalty: 3542.203857
	Iteration 50Q: 3 clusters Score -5681550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -5681579.500000 Penalty: 3542.203857
	Iteration 51Q: 3 clusters Score -5681580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -5681589.500000 Penalty: 3542.203857
	Iteration 52Q: 3 clusters Score -5681590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -5681596.500000 Penalty: 3542.203857
	Iteration 53Q: 3 clusters Score -5681596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -5681608.000000 Penalty: 3542.203857
	Iteration 54Q: 3 clusters Score -5681608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -5681630.500000 Penalty: 3542.203857
	Iteration 55Q: 3 clusters Score -5681630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -5681640.500000 Penalty: 3542.203857
	Iteration 56Q: 3 clusters Score -5681640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -5681650.000000 Penalty: 3542.203857
	Iteration 57Q: 3 clusters Score -5681650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -5681657.000000 Penalty: 3542.203857
	Iteration 58Q: 3 clusters Score -5681657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -5681662.500000 Penalty: 3542.203857
	Iteration 59Q: 3 clusters Score -5681662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -5681666.500000 Penalty: 3542.203857
	Iteration 60F: 3 clusters Score -5681666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -5681675.000000 Penalty: 3542.203857
	Iteration 61Q: 3 clusters Score -5681675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -5681675.500000 Penalty: 3542.203857
	Iteration 62Q: 3 clusters Score -5681676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -5681677.000000 Penalty: 3542.203857
	Iteration 63Q: 3 clusters Score -5681677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -5681674.000000 Penalty: 3542.203857
	Iteration 64Q: 3 clusters Score -5681674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -5681678.000000 Penalty: 3542.203857
	Iteration 65Q: 3 clusters Score -5681678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -5681676.000000 Penalty: 3542.203857
	Iteration 66Q: 3 clusters Score -5681676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -5681684.000000 Penalty: 3542.203857
	Iteration 67Q: 3 clusters Score -5681684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -5681681.500000 Penalty: 3542.203857
	Iteration 68Q: 3 clusters Score -5681682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -5681684.500000 Penalty: 3542.203857
	Iteration 69Q: 3 clusters Score -5681684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -5681691.500000 Penalty: 3542.203857
	Iteration 70Q: 3 clusters Score -5681692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -5681691.500000 Penalty: 3542.203857
	Iteration 71Q: 3 clusters Score -5681692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -5681693.000000 Penalty: 3542.203857
	Iteration 72Q: 3 clusters Score -5681693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -5681688.000000 Penalty: 3542.203857
	Iteration 73Q: 3 clusters Score -5681688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -5681688.500000 Penalty: 3542.203857
	Iteration 74Q: 3 clusters Score -5681688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -5681695.500000 Penalty: 3542.203857
	Iteration 75Q: 3 clusters Score -5681696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -5681693.500000 Penalty: 3542.203857
	Iteration 76Q: 3 clusters Score -5681694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -5681693.500000 Penalty: 3542.203857
	Iteration 77F: 3 clusters Score -5681694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -270546.906250 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -270546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -268025.562500 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -268025.6 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -268660.125000 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -268660.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -268812.062500 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -268812.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -268889.531250 Penalty: 2569.028809
	Iteration 3Q: 3 clusters Score -268889.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -268958.843750 Penalty: 2569.028809
	Iteration 4Q: 3 clusters Score -268958.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269040.531250 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -269040.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -269126.500000 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -269126.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -269207.843750 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -269207.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -269269.343750 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -269269.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -269320.468750 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -269320.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269370.750000 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -269370.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -269424.062500 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -269424.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -269467.156250 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -269467.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -269500.750000 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -269500.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -269517.500000 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -269517.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -269529.843750 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -269529.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269546.531250 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -269546.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -269558.937500 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -269558.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -269569.281250 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -269569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269578.156250 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -269578.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -269586.531250 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -269586.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269594.718750 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -269594.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -269601.281250 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -269601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -269603.312500 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -269603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -269604.406250 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -269604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -269604.781250 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -269604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269604.843750 Penalty: 2569.028809
	Iteration 26Q: 3 clusters Score -269604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269604.843750 Penalty: 2569.028809
	Iteration 27F: 3 clusters Score -269604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Entering Unmasked Estep 
Score: -1193761.125000 Penalty: 1522.567993
	Iteration 0F: 2 clusters Score -1193761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1185427.500000 Penalty: 3045.135986
	Iteration 0F: 3 clusters Score -1185428 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1188255.875000 Penalty: 3045.135986
	Iteration 1F: 3 clusters Score -1188256 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1188499.000000 Penalty: 3045.135986
	Iteration 2F: 3 clusters Score -1188499 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1188666.375000 Penalty: 3045.135986
	Iteration 3Q: 3 clusters Score -1188666 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1188840.250000 Penalty: 3045.135986
	Iteration 4Q: 3 clusters Score -1188840 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1189043.500000 Penalty: 3045.135986
	Iteration 5Q: 3 clusters Score -1189044 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1189285.250000 Penalty: 3045.135986
	Iteration 6Q: 3 clusters Score -1189285 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1189640.125000 Penalty: 3045.135986
	Iteration 7F: 3 clusters Score -1189640 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1190122.000000 Penalty: 3045.135986
	Iteration 8F: 3 clusters Score -1190122 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1190707.875000 Penalty: 3045.135986
	Iteration 9F: 3 clusters Score -1190708 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1191297.750000 Penalty: 3045.135986
	Iteration 10F: 3 clusters Score -1191298 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1191769.625000 Penalty: 3045.135986
	Iteration 11Q: 3 clusters Score -1191770 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1192084.875000 Penalty: 3045.135986
	Iteration 12Q: 3 clusters Score -1192085 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1192279.000000 Penalty: 3045.135986
	Iteration 13Q: 3 clusters Score -1192279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1192389.125000 Penalty: 3045.135986
	Iteration 14Q: 3 clusters Score -1192389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1192436.875000 Penalty: 3045.135986
	Iteration 15Q: 3 clusters Score -1192437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1192457.500000 Penalty: 3045.135986
	Iteration 16Q: 3 clusters Score -1192458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1192482.625000 Penalty: 3045.135986
	Iteration 17Q: 3 clusters Score -1192483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1192490.250000 Penalty: 3045.135986
	Iteration 18Q: 3 clusters Score -1192490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1192495.000000 Penalty: 3045.135986
	Iteration 19Q: 3 clusters Score -1192495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1192500.875000 Penalty: 3045.135986
	Iteration 20F: 3 clusters Score -1192501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1192503.125000 Penalty: 3045.135986
	Iteration 21Q: 3 clusters Score -1192503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1192505.500000 Penalty: 3045.135986
	Iteration 22Q: 3 clusters Score -1192506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1192507.625000 Penalty: 3045.135986
	Iteration 23Q: 3 clusters Score -1192508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1192508.375000 Penalty: 3045.135986
	Iteration 24Q: 3 clusters Score -1192508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1192508.375000 Penalty: 3045.135986
	Iteration 25F: 3 clusters Score -1192508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -241339.687500 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -241339.7 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 1368 members 
Entering Unmasked Estep 
Score: -238848.062500 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -238848.1 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -239817.953125 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -239818 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -240286.093750 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -240286.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -240627.500000 Penalty: 2571.537598
	Iteration 3F: 3 clusters Score -240627.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -240832.578125 Penalty: 2571.537598
	Iteration 4F: 3 clusters Score -240832.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -240975.750000 Penalty: 2571.537598
	Iteration 5Q: 3 clusters Score -240975.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -241065.625000 Penalty: 2571.537598
	Iteration 6Q: 3 clusters Score -241065.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -241109.296875 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -241109.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -241140.890625 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -241140.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -241161.546875 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -241161.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -241175.453125 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -241175.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -241187.406250 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -241187.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -241195.187500 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -241195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -241201.109375 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -241201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -241207.562500 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -241207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -241211.921875 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -241211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -241213.609375 Penalty: 2571.537598
	Iteration 16Q: 3 clusters Score -241213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -241215.562500 Penalty: 2571.537598
	Iteration 17Q: 3 clusters Score -241215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -241216.921875 Penalty: 2571.537598
	Iteration 18Q: 3 clusters Score -241216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -241217.328125 Penalty: 2571.537598
	Iteration 19Q: 3 clusters Score -241217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -241217.328125 Penalty: 2571.537598
	Iteration 20F: 3 clusters Score -241217.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -745242.375000 Penalty: 1438.278931
	Iteration 0F: 2 clusters Score -745242.4 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 3462 members 
Entering Unmasked Estep 
Score: -740010.437500 Penalty: 2876.557861
	Iteration 0F: 3 clusters Score -740010.4 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -741540.500000 Penalty: 2876.557861
	Iteration 1F: 3 clusters Score -741540.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -741726.625000 Penalty: 2876.557861
	Iteration 2F: 3 clusters Score -741726.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -741854.312500 Penalty: 2876.557861
	Iteration 3Q: 3 clusters Score -741854.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -741959.687500 Penalty: 2876.557861
	Iteration 4Q: 3 clusters Score -741959.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -742062.625000 Penalty: 2876.557861
	Iteration 5Q: 3 clusters Score -742062.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -742170.125000 Penalty: 2876.557861
	Iteration 6Q: 3 clusters Score -742170.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -742313.437500 Penalty: 2876.557861
	Iteration 7Q: 3 clusters Score -742313.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -742551.812500 Penalty: 2876.557861
	Iteration 8Q: 3 clusters Score -742551.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -742869.312500 Penalty: 2876.557861
	Iteration 9F: 3 clusters Score -742869.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -743225.875000 Penalty: 2876.557861
	Iteration 10F: 3 clusters Score -743225.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -743547.187500 Penalty: 2876.557861
	Iteration 11F: 3 clusters Score -743547.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -743813.875000 Penalty: 2876.557861
	Iteration 12F: 3 clusters Score -743813.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -744012.125000 Penalty: 2876.557861
	Iteration 13Q: 3 clusters Score -744012.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -744164.875000 Penalty: 2876.557861
	Iteration 14Q: 3 clusters Score -744164.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -744295.250000 Penalty: 2876.557861
	Iteration 15Q: 3 clusters Score -744295.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -744386.875000 Penalty: 2876.557861
	Iteration 16Q: 3 clusters Score -744386.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -744452.750000 Penalty: 2876.557861
	Iteration 17Q: 3 clusters Score -744452.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -744495.687500 Penalty: 2876.557861
	Iteration 18Q: 3 clusters Score -744495.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -744516.625000 Penalty: 2876.557861
	Iteration 19Q: 3 clusters Score -744516.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -744528.812500 Penalty: 2876.557861
	Iteration 20F: 3 clusters Score -744528.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -744533.437500 Penalty: 2876.557861
	Iteration 21Q: 3 clusters Score -744533.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -744540.937500 Penalty: 2876.557861
	Iteration 22Q: 3 clusters Score -744540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -744547.250000 Penalty: 2876.557861
	Iteration 23Q: 3 clusters Score -744547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -744551.062500 Penalty: 2876.557861
	Iteration 24Q: 3 clusters Score -744551.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -744555.937500 Penalty: 2876.557861
	Iteration 25Q: 3 clusters Score -744555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -744555.937500 Penalty: 2876.557861
	Iteration 26Q: 3 clusters Score -744555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -744557.375000 Penalty: 2876.557861
	Iteration 27Q: 3 clusters Score -744557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -744557.937500 Penalty: 2876.557861
	Iteration 28Q: 3 clusters Score -744557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -744557.250000 Penalty: 2876.557861
	Iteration 29Q: 3 clusters Score -744557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -744557.312500 Penalty: 2876.557861
	Iteration 30Q: 3 clusters Score -744557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -744558.000000 Penalty: 2876.557861
	Iteration 31Q: 3 clusters Score -744558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -744558.000000 Penalty: 2876.557861
	Iteration 32F: 3 clusters Score -744558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Entering Unmasked Estep 
Score: -3164197.500000 Penalty: 1678.008057
	Iteration 0F: 2 clusters Score -3164198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3143628.750000 Penalty: 3356.016113
	Iteration 0F: 3 clusters Score -3143629 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3151702.750000 Penalty: 3356.016113
	Iteration 1F: 3 clusters Score -3151703 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3152193.500000 Penalty: 3356.016113
	Iteration 2Q: 3 clusters Score -3152194 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3152683.250000 Penalty: 3356.016113
	Iteration 3Q: 3 clusters Score -3152683 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3153269.750000 Penalty: 3356.016113
	Iteration 4Q: 3 clusters Score -3153270 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3154078.750000 Penalty: 3356.016113
	Iteration 5Q: 3 clusters Score -3154079 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3155129.000000 Penalty: 3356.016113
	Iteration 6F: 3 clusters Score -3155129 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3156336.000000 Penalty: 3356.016113
	Iteration 7F: 3 clusters Score -3156336 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3157764.000000 Penalty: 3356.016113
	Iteration 8F: 3 clusters Score -3157764 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3159210.750000 Penalty: 3356.016113
	Iteration 9F: 3 clusters Score -3159211 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3160230.000000 Penalty: 3356.016113
	Iteration 10Q: 3 clusters Score -3160230 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3160903.250000 Penalty: 3356.016113
	Iteration 11Q: 3 clusters Score -3160903 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3161364.000000 Penalty: 3356.016113
	Iteration 12Q: 3 clusters Score -3161364 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3161666.750000 Penalty: 3356.016113
	Iteration 13Q: 3 clusters Score -3161667 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3161889.500000 Penalty: 3356.016113
	Iteration 14Q: 3 clusters Score -3161890 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3162008.250000 Penalty: 3356.016113
	Iteration 15Q: 3 clusters Score -3162008 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3162118.250000 Penalty: 3356.016113
	Iteration 16Q: 3 clusters Score -3162118 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3162219.250000 Penalty: 3356.016113
	Iteration 17Q: 3 clusters Score -3162219 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3162292.500000 Penalty: 3356.016113
	Iteration 18Q: 3 clusters Score -3162292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3162371.500000 Penalty: 3356.016113
	Iteration 19Q: 3 clusters Score -3162372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3162450.000000 Penalty: 3356.016113
	Iteration 20F: 3 clusters Score -3162450 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3162535.750000 Penalty: 3356.016113
	Iteration 21Q: 3 clusters Score -3162536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3162598.750000 Penalty: 3356.016113
	Iteration 22Q: 3 clusters Score -3162599 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3162658.000000 Penalty: 3356.016113
	Iteration 23Q: 3 clusters Score -3162658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3162708.250000 Penalty: 3356.016113
	Iteration 24Q: 3 clusters Score -3162708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -3162755.250000 Penalty: 3356.016113
	Iteration 25Q: 3 clusters Score -3162755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3162782.250000 Penalty: 3356.016113
	Iteration 26Q: 3 clusters Score -3162782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3162823.250000 Penalty: 3356.016113
	Iteration 27Q: 3 clusters Score -3162823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3162870.500000 Penalty: 3356.016113
	Iteration 28Q: 3 clusters Score -3162870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -3162898.000000 Penalty: 3356.016113
	Iteration 29Q: 3 clusters Score -3162898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3162925.000000 Penalty: 3356.016113
	Iteration 30Q: 3 clusters Score -3162925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3162947.750000 Penalty: 3356.016113
	Iteration 31Q: 3 clusters Score -3162948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3162959.000000 Penalty: 3356.016113
	Iteration 32Q: 3 clusters Score -3162959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3162976.000000 Penalty: 3356.016113
	Iteration 33Q: 3 clusters Score -3162976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3162980.250000 Penalty: 3356.016113
	Iteration 34Q: 3 clusters Score -3162980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3162987.500000 Penalty: 3356.016113
	Iteration 35Q: 3 clusters Score -3162988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3162993.500000 Penalty: 3356.016113
	Iteration 36Q: 3 clusters Score -3162994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3162995.250000 Penalty: 3356.016113
	Iteration 37Q: 3 clusters Score -3162995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3163002.250000 Penalty: 3356.016113
	Iteration 38Q: 3 clusters Score -3163002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3163004.750000 Penalty: 3356.016113
	Iteration 39Q: 3 clusters Score -3163005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3163003.500000 Penalty: 3356.016113
	Iteration 40F: 3 clusters Score -3163004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3163005.500000 Penalty: 3356.016113
	Iteration 41Q: 3 clusters Score -3163006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3163009.750000 Penalty: 3356.016113
	Iteration 42Q: 3 clusters Score -3163010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3163008.500000 Penalty: 3356.016113
	Iteration 43Q: 3 clusters Score -3163008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3163006.250000 Penalty: 3356.016113
	Iteration 44Q: 3 clusters Score -3163006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3163004.500000 Penalty: 3356.016113
	Iteration 45Q: 3 clusters Score -3163004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3163006.750000 Penalty: 3356.016113
	Iteration 46Q: 3 clusters Score -3163007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3163006.750000 Penalty: 3356.016113
	Iteration 47F: 3 clusters Score -3163007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Entering Unmasked Estep 
Score: -16196219.000000 Penalty: 1942.733154
	Iteration 0F: 2 clusters Score -1.619622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -16095070.000000 Penalty: 3885.466309
	Iteration 0F: 3 clusters Score -1.609507e+07 nChanged 75138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -16139442.000000 Penalty: 3885.466309
	Iteration 1F: 3 clusters Score -1.613944e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -16140738.000000 Penalty: 3885.466309
	Iteration 2Q: 3 clusters Score -1.614074e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -16142461.000000 Penalty: 3885.466309
	Iteration 3Q: 3 clusters Score -1.614246e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -16145154.000000 Penalty: 3885.466309
	Iteration 4Q: 3 clusters Score -1.614515e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -16149561.000000 Penalty: 3885.466309
	Iteration 5F: 3 clusters Score -1.614956e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -16155873.000000 Penalty: 3885.466309
	Iteration 6F: 3 clusters Score -1.615587e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -16164583.000000 Penalty: 3885.466309
	Iteration 7F: 3 clusters Score -1.616458e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 126975 members 
Entering Unmasked Estep 
Score: -16174329.000000 Penalty: 3885.466309
	Iteration 8F: 3 clusters Score -1.617433e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 136589 members 
Entering Unmasked Estep 
Score: -16182583.000000 Penalty: 3885.466309
	Iteration 9F: 3 clusters Score -1.618258e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 143582 members 
Entering Unmasked Estep 
Score: -16188638.000000 Penalty: 3885.466309
	Iteration 10Q: 3 clusters Score -1.618864e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -16191562.000000 Penalty: 3885.466309
	Iteration 11Q: 3 clusters Score -1.619156e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 150696 members 
Entering Unmasked Estep 
Score: -16192979.000000 Penalty: 3885.466309
	Iteration 12Q: 3 clusters Score -1.619298e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -16193735.000000 Penalty: 3885.466309
	Iteration 13Q: 3 clusters Score -1.619374e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -16194182.000000 Penalty: 3885.466309
	Iteration 14Q: 3 clusters Score -1.619418e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -16194328.000000 Penalty: 3885.466309
	Iteration 15Q: 3 clusters Score -1.619433e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -16194465.000000 Penalty: 3885.466309
	Iteration 16Q: 3 clusters Score -1.619446e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -16194544.000000 Penalty: 3885.466309
	Iteration 17Q: 3 clusters Score -1.619454e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -16194617.000000 Penalty: 3885.466309
	Iteration 18Q: 3 clusters Score -1.619462e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 154618 members 
Entering Unmasked Estep 
Score: -16194652.000000 Penalty: 3885.466309
	Iteration 19Q: 3 clusters Score -1.619465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 154686 members 
Entering Unmasked Estep 
Score: -16194649.000000 Penalty: 3885.466309
	Iteration 20F: 3 clusters Score -1.619465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -16194680.000000 Penalty: 3885.466309
	Iteration 21Q: 3 clusters Score -1.619468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -16194707.000000 Penalty: 3885.466309
	Iteration 22Q: 3 clusters Score -1.619471e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -16194728.000000 Penalty: 3885.466309
	Iteration 23Q: 3 clusters Score -1.619473e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -16194732.000000 Penalty: 3885.466309
	Iteration 24Q: 3 clusters Score -1.619473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 154860 members 
Entering Unmasked Estep 
Score: -16194741.000000 Penalty: 3885.466309
	Iteration 25Q: 3 clusters Score -1.619474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 154882 members 
Entering Unmasked Estep 
Score: -16194737.000000 Penalty: 3885.466309
	Iteration 26Q: 3 clusters Score -1.619474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -16194745.000000 Penalty: 3885.466309
	Iteration 27Q: 3 clusters Score -1.619474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -16194728.000000 Penalty: 3885.466309
	Iteration 28Q: 3 clusters Score -1.619473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -16194753.000000 Penalty: 3885.466309
	Iteration 29Q: 3 clusters Score -1.619475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -16194757.000000 Penalty: 3885.466309
	Iteration 30Q: 3 clusters Score -1.619476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -16194757.000000 Penalty: 3885.466309
	Iteration 31Q: 3 clusters Score -1.619476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 154945 members 
Entering Unmasked Estep 
Score: -16194757.000000 Penalty: 3885.466309
	Iteration 32Q: 3 clusters Score -1.619476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -16194751.000000 Penalty: 3885.466309
	Iteration 33Q: 3 clusters Score -1.619475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -16194754.000000 Penalty: 3885.466309
	Iteration 34Q: 3 clusters Score -1.619475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 154965 members 
Entering Unmasked Estep 
Score: -16194755.000000 Penalty: 3885.466309
	Iteration 35Q: 3 clusters Score -1.619476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -16194765.000000 Penalty: 3885.466309
	Iteration 36Q: 3 clusters Score -1.619476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -16194764.000000 Penalty: 3885.466309
	Iteration 37Q: 3 clusters Score -1.619476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -16194766.000000 Penalty: 3885.466309
	Iteration 38Q: 3 clusters Score -1.619477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -16194766.000000 Penalty: 3885.466309
	Iteration 39Q: 3 clusters Score -1.619477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -16194768.000000 Penalty: 3885.466309
	Iteration 40F: 3 clusters Score -1.619477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -16194771.000000 Penalty: 3885.466309
	Iteration 41Q: 3 clusters Score -1.619477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -16194772.000000 Penalty: 3885.466309
	Iteration 42Q: 3 clusters Score -1.619477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 154999 members 
Entering Unmasked Estep 
Score: -16194779.000000 Penalty: 3885.466309
	Iteration 43Q: 3 clusters Score -1.619478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -16194780.000000 Penalty: 3885.466309
	Iteration 44Q: 3 clusters Score -1.619478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 155002 members 
Entering Unmasked Estep 
Score: -16194775.000000 Penalty: 3885.466309
	Iteration 45Q: 3 clusters Score -1.619478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 155006 members 
Entering Unmasked Estep 
Score: -16194771.000000 Penalty: 3885.466309
	Iteration 46Q: 3 clusters Score -1.619477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -16194779.000000 Penalty: 3885.466309
	Iteration 47Q: 3 clusters Score -1.619478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -16194767.000000 Penalty: 3885.466309
	Iteration 48Q: 3 clusters Score -1.619477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -16194767.000000 Penalty: 3885.466309
	Iteration 49F: 3 clusters Score -1.619477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -919661.625000 Penalty: 1478.708374
	Iteration 0F: 2 clusters Score -919661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -913169.625000 Penalty: 2957.416748
	Iteration 0F: 3 clusters Score -913169.6 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -915212.187500 Penalty: 2957.416748
	Iteration 1F: 3 clusters Score -915212.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -915451.875000 Penalty: 2957.416748
	Iteration 2F: 3 clusters Score -915451.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -915606.250000 Penalty: 2957.416748
	Iteration 3Q: 3 clusters Score -915606.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -915729.687500 Penalty: 2957.416748
	Iteration 4Q: 3 clusters Score -915729.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -915849.500000 Penalty: 2957.416748
	Iteration 5Q: 3 clusters Score -915849.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -915961.375000 Penalty: 2957.416748
	Iteration 6Q: 3 clusters Score -915961.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -916072.687500 Penalty: 2957.416748
	Iteration 7Q: 3 clusters Score -916072.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -916181.375000 Penalty: 2957.416748
	Iteration 8Q: 3 clusters Score -916181.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -916289.750000 Penalty: 2957.416748
	Iteration 9Q: 3 clusters Score -916289.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -916426.125000 Penalty: 2957.416748
	Iteration 10Q: 3 clusters Score -916426.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -916588.250000 Penalty: 2957.416748
	Iteration 11Q: 3 clusters Score -916588.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -916782.562500 Penalty: 2957.416748
	Iteration 12Q: 3 clusters Score -916782.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -917003.437500 Penalty: 2957.416748
	Iteration 13Q: 3 clusters Score -917003.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -917219.000000 Penalty: 2957.416748
	Iteration 14Q: 3 clusters Score -917219 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -917416.750000 Penalty: 2957.416748
	Iteration 15Q: 3 clusters Score -917416.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -917591.687500 Penalty: 2957.416748
	Iteration 16Q: 3 clusters Score -917591.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -917780.187500 Penalty: 2957.416748
	Iteration 17Q: 3 clusters Score -917780.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -917916.500000 Penalty: 2957.416748
	Iteration 18Q: 3 clusters Score -917916.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -918024.062500 Penalty: 2957.416748
	Iteration 19Q: 3 clusters Score -918024.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -918108.625000 Penalty: 2957.416748
	Iteration 20F: 3 clusters Score -918108.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -918182.937500 Penalty: 2957.416748
	Iteration 21Q: 3 clusters Score -918182.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -918250.000000 Penalty: 2957.416748
	Iteration 22Q: 3 clusters Score -918250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -918308.000000 Penalty: 2957.416748
	Iteration 23Q: 3 clusters Score -918308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -918373.125000 Penalty: 2957.416748
	Iteration 24Q: 3 clusters Score -918373.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -918420.500000 Penalty: 2957.416748
	Iteration 25Q: 3 clusters Score -918420.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -918444.562500 Penalty: 2957.416748
	Iteration 26Q: 3 clusters Score -918444.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -918470.312500 Penalty: 2957.416748
	Iteration 27Q: 3 clusters Score -918470.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -918496.250000 Penalty: 2957.416748
	Iteration 28Q: 3 clusters Score -918496.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -918514.250000 Penalty: 2957.416748
	Iteration 29Q: 3 clusters Score -918514.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -918528.125000 Penalty: 2957.416748
	Iteration 30Q: 3 clusters Score -918528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -918535.312500 Penalty: 2957.416748
	Iteration 31Q: 3 clusters Score -918535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -918543.375000 Penalty: 2957.416748
	Iteration 32Q: 3 clusters Score -918543.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -918550.625000 Penalty: 2957.416748
	Iteration 33Q: 3 clusters Score -918550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -918559.500000 Penalty: 2957.416748
	Iteration 34Q: 3 clusters Score -918559.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -918566.062500 Penalty: 2957.416748
	Iteration 35Q: 3 clusters Score -918566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -918571.750000 Penalty: 2957.416748
	Iteration 36Q: 3 clusters Score -918571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -918581.000000 Penalty: 2957.416748
	Iteration 37Q: 3 clusters Score -918581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -918587.500000 Penalty: 2957.416748
	Iteration 38Q: 3 clusters Score -918587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -918593.875000 Penalty: 2957.416748
	Iteration 39Q: 3 clusters Score -918593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -918598.062500 Penalty: 2957.416748
	Iteration 40F: 3 clusters Score -918598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -918602.312500 Penalty: 2957.416748
	Iteration 41Q: 3 clusters Score -918602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -918605.250000 Penalty: 2957.416748
	Iteration 42Q: 3 clusters Score -918605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -918604.437500 Penalty: 2957.416748
	Iteration 43Q: 3 clusters Score -918604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -918605.375000 Penalty: 2957.416748
	Iteration 44Q: 3 clusters Score -918605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -918607.375000 Penalty: 2957.416748
	Iteration 45Q: 3 clusters Score -918607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -918608.250000 Penalty: 2957.416748
	Iteration 46Q: 3 clusters Score -918608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -918609.062500 Penalty: 2957.416748
	Iteration 47Q: 3 clusters Score -918609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -918609.437500 Penalty: 2957.416748
	Iteration 48Q: 3 clusters Score -918609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -918611.437500 Penalty: 2957.416748
	Iteration 49Q: 3 clusters Score -918611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -918613.562500 Penalty: 2957.416748
	Iteration 50Q: 3 clusters Score -918613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -918614.187500 Penalty: 2957.416748
	Iteration 51Q: 3 clusters Score -918614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -918613.250000 Penalty: 2957.416748
	Iteration 52Q: 3 clusters Score -918613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -918616.500000 Penalty: 2957.416748
	Iteration 53Q: 3 clusters Score -918616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -918617.062500 Penalty: 2957.416748
	Iteration 54Q: 3 clusters Score -918617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -918617.875000 Penalty: 2957.416748
	Iteration 55Q: 3 clusters Score -918617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -918617.875000 Penalty: 2957.416748
	Iteration 56F: 3 clusters Score -918617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -220918.281250 Penalty: 1256.367432
	Iteration 0F: 2 clusters Score -220918.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -218645.328125 Penalty: 2512.734863
	Iteration 0F: 3 clusters Score -218645.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -219156.703125 Penalty: 2512.734863
	Iteration 1F: 3 clusters Score -219156.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219311.312500 Penalty: 2512.734863
	Iteration 2F: 3 clusters Score -219311.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -219478.656250 Penalty: 2512.734863
	Iteration 3F: 3 clusters Score -219478.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219691.937500 Penalty: 2512.734863
	Iteration 4F: 3 clusters Score -219691.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -219969.265625 Penalty: 2512.734863
	Iteration 5F: 3 clusters Score -219969.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220332.578125 Penalty: 2512.734863
	Iteration 6F: 3 clusters Score -220332.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -220571.921875 Penalty: 2512.734863
	Iteration 7F: 3 clusters Score -220571.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -220761.515625 Penalty: 2512.734863
	Iteration 8F: 3 clusters Score -220761.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -220901.828125 Penalty: 2512.734863
	Iteration 9Q: 3 clusters Score -220901.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -221009.109375 Penalty: 2512.734863
	Iteration 10Q: 3 clusters Score -221009.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -221097.421875 Penalty: 2512.734863
	Iteration 11Q: 3 clusters Score -221097.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -221173.750000 Penalty: 2512.734863
	Iteration 12Q: 3 clusters Score -221173.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -221240.671875 Penalty: 2512.734863
	Iteration 13Q: 3 clusters Score -221240.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -221294.140625 Penalty: 2512.734863
	Iteration 14Q: 3 clusters Score -221294.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -221360.656250 Penalty: 2512.734863
	Iteration 15Q: 3 clusters Score -221360.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -221404.718750 Penalty: 2512.734863
	Iteration 16Q: 3 clusters Score -221404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -221417.265625 Penalty: 2512.734863
	Iteration 17Q: 3 clusters Score -221417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -221420.421875 Penalty: 2512.734863
	Iteration 18Q: 3 clusters Score -221420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -221420.890625 Penalty: 2512.734863
	Iteration 19Q: 3 clusters Score -221420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -221420.890625 Penalty: 2512.734863
	Iteration 20F: 3 clusters Score -221420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 1838 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 2736 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 441 members 
Entering Unmasked Estep 
Score: -154067984.000000 Penalty: 111104.703125
Splitting cluster 38 changes total score from -154068768.000000 to -154067984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -106641.695312 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -106641.7 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 579 members 
Entering Unmasked Estep 
Score: -105107.718750 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -105107.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105441.828125 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -105441.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105557.593750 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -105557.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105645.023438 Penalty: 2296.878906
	Iteration 3Q: 3 clusters Score -105645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105718.882812 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -105718.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105780.062500 Penalty: 2296.878906
	Iteration 5Q: 3 clusters Score -105780.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105825.343750 Penalty: 2296.878906
	Iteration 6Q: 3 clusters Score -105825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105845.812500 Penalty: 2296.878906
	Iteration 7Q: 3 clusters Score -105845.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105866.179688 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -105866.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105879.054688 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -105879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105881.851562 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -105881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105886.273438 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -105886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105887.789062 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -105887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105890.898438 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -105890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105893.078125 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -105893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105895.468750 Penalty: 2296.878906
	Iteration 15Q: 3 clusters Score -105895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105902.046875 Penalty: 2296.878906
	Iteration 16Q: 3 clusters Score -105902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -105905.531250 Penalty: 2296.878906
	Iteration 17Q: 3 clusters Score -105905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -105907.101562 Penalty: 2296.878906
	Iteration 18Q: 3 clusters Score -105907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105910.265625 Penalty: 2296.878906
	Iteration 19Q: 3 clusters Score -105910.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -105912.375000 Penalty: 2296.878906
	Iteration 20F: 3 clusters Score -105912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -105915.453125 Penalty: 2296.878906
	Iteration 21Q: 3 clusters Score -105915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -105918.531250 Penalty: 2296.878906
	Iteration 22Q: 3 clusters Score -105918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -105918.531250 Penalty: 2296.878906
	Iteration 23F: 3 clusters Score -105918.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -163867.921875 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -163867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162070.875000 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -162070.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162419.328125 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -162419.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -162505.984375 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -162506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162548.187500 Penalty: 2390.583252
	Iteration 3Q: 3 clusters Score -162548.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162579.093750 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -162579.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162602.171875 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -162602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -162614.312500 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -162614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -162623.437500 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -162623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -162633.312500 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -162633.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -162642.671875 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -162642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -162656.125000 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -162656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -162668.578125 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -162668.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162674.906250 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -162674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -162677.843750 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -162677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -162678.000000 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -162678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162678.468750 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -162678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162678.781250 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -162678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162678.781250 Penalty: 2390.583252
	Iteration 17F: 3 clusters Score -162678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -172711.078125 Penalty: 1237.726074
	Iteration 0F: 2 clusters Score -172711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -170672.828125 Penalty: 2475.452148
	Iteration 0F: 3 clusters Score -170672.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -171363.109375 Penalty: 2475.452148
	Iteration 1F: 3 clusters Score -171363.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171638.156250 Penalty: 2475.452148
	Iteration 2F: 3 clusters Score -171638.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -171793.875000 Penalty: 2475.452148
	Iteration 3F: 3 clusters Score -171793.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171916.046875 Penalty: 2475.452148
	Iteration 4F: 3 clusters Score -171916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -171998.234375 Penalty: 2475.452148
	Iteration 5Q: 3 clusters Score -171998.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -172046.640625 Penalty: 2475.452148
	Iteration 6Q: 3 clusters Score -172046.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -172077.515625 Penalty: 2475.452148
	Iteration 7Q: 3 clusters Score -172077.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -172101.500000 Penalty: 2475.452148
	Iteration 8Q: 3 clusters Score -172101.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -172127.406250 Penalty: 2475.452148
	Iteration 9Q: 3 clusters Score -172127.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -172156.343750 Penalty: 2475.452148
	Iteration 10Q: 3 clusters Score -172156.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -172184.984375 Penalty: 2475.452148
	Iteration 11Q: 3 clusters Score -172185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -172198.765625 Penalty: 2475.452148
	Iteration 12Q: 3 clusters Score -172198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -172210.984375 Penalty: 2475.452148
	Iteration 13Q: 3 clusters Score -172211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -172222.765625 Penalty: 2475.452148
	Iteration 14Q: 3 clusters Score -172222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -172234.593750 Penalty: 2475.452148
	Iteration 15Q: 3 clusters Score -172234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -172241.296875 Penalty: 2475.452148
	Iteration 16Q: 3 clusters Score -172241.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -172249.500000 Penalty: 2475.452148
	Iteration 17Q: 3 clusters Score -172249.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -172256.890625 Penalty: 2475.452148
	Iteration 18Q: 3 clusters Score -172256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -172262.468750 Penalty: 2475.452148
	Iteration 19Q: 3 clusters Score -172262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -172266.250000 Penalty: 2475.452148
	Iteration 20F: 3 clusters Score -172266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -172269.796875 Penalty: 2475.452148
	Iteration 21Q: 3 clusters Score -172269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -172272.765625 Penalty: 2475.452148
	Iteration 22Q: 3 clusters Score -172272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -172289.859375 Penalty: 2475.452148
	Iteration 23Q: 3 clusters Score -172289.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -172299.453125 Penalty: 2475.452148
	Iteration 24Q: 3 clusters Score -172299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -172304.093750 Penalty: 2475.452148
	Iteration 25Q: 3 clusters Score -172304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -172306.703125 Penalty: 2475.452148
	Iteration 26Q: 3 clusters Score -172306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -172308.062500 Penalty: 2475.452148
	Iteration 27Q: 3 clusters Score -172308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -172308.281250 Penalty: 2475.452148
	Iteration 28Q: 3 clusters Score -172308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -172308.281250 Penalty: 2475.452148
	Iteration 29F: 3 clusters Score -172308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -885198.187500 Penalty: 1476.497192
	Iteration 0F: 2 clusters Score -885198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -878782.500000 Penalty: 2952.994385
	Iteration 0F: 3 clusters Score -878782.5 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -881201.687500 Penalty: 2952.994385
	Iteration 1F: 3 clusters Score -881201.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -881849.687500 Penalty: 2952.994385
	Iteration 2F: 3 clusters Score -881849.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -882452.312500 Penalty: 2952.994385
	Iteration 3F: 3 clusters Score -882452.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -882903.625000 Penalty: 2952.994385
	Iteration 4F: 3 clusters Score -882903.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -883227.562500 Penalty: 2952.994385
	Iteration 5F: 3 clusters Score -883227.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -883438.000000 Penalty: 2952.994385
	Iteration 6Q: 3 clusters Score -883438 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -883571.562500 Penalty: 2952.994385
	Iteration 7Q: 3 clusters Score -883571.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -883641.687500 Penalty: 2952.994385
	Iteration 8Q: 3 clusters Score -883641.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -883682.000000 Penalty: 2952.994385
	Iteration 9Q: 3 clusters Score -883682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -883714.875000 Penalty: 2952.994385
	Iteration 10Q: 3 clusters Score -883714.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -883739.937500 Penalty: 2952.994385
	Iteration 11Q: 3 clusters Score -883739.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -883759.437500 Penalty: 2952.994385
	Iteration 12Q: 3 clusters Score -883759.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -883777.937500 Penalty: 2952.994385
	Iteration 13Q: 3 clusters Score -883777.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -883797.562500 Penalty: 2952.994385
	Iteration 14Q: 3 clusters Score -883797.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -883819.937500 Penalty: 2952.994385
	Iteration 15Q: 3 clusters Score -883819.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -883840.375000 Penalty: 2952.994385
	Iteration 16Q: 3 clusters Score -883840.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -883862.875000 Penalty: 2952.994385
	Iteration 17Q: 3 clusters Score -883862.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -883882.437500 Penalty: 2952.994385
	Iteration 18Q: 3 clusters Score -883882.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -883893.625000 Penalty: 2952.994385
	Iteration 19Q: 3 clusters Score -883893.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -883908.062500 Penalty: 2952.994385
	Iteration 20F: 3 clusters Score -883908.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -883915.187500 Penalty: 2952.994385
	Iteration 21Q: 3 clusters Score -883915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -883918.062500 Penalty: 2952.994385
	Iteration 22Q: 3 clusters Score -883918.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -883924.312500 Penalty: 2952.994385
	Iteration 23Q: 3 clusters Score -883924.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -883928.687500 Penalty: 2952.994385
	Iteration 24Q: 3 clusters Score -883928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -883934.437500 Penalty: 2952.994385
	Iteration 25Q: 3 clusters Score -883934.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -883937.687500 Penalty: 2952.994385
	Iteration 26Q: 3 clusters Score -883937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -883939.625000 Penalty: 2952.994385
	Iteration 27Q: 3 clusters Score -883939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -883940.187500 Penalty: 2952.994385
	Iteration 28Q: 3 clusters Score -883940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -883940.750000 Penalty: 2952.994385
	Iteration 29Q: 3 clusters Score -883940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -883942.125000 Penalty: 2952.994385
	Iteration 30Q: 3 clusters Score -883942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -883942.375000 Penalty: 2952.994385
	Iteration 31Q: 3 clusters Score -883942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -883942.125000 Penalty: 2952.994385
	Iteration 32Q: 3 clusters Score -883942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -883944.500000 Penalty: 2952.994385
	Iteration 33Q: 3 clusters Score -883944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -883944.687500 Penalty: 2952.994385
	Iteration 34Q: 3 clusters Score -883944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -883946.875000 Penalty: 2952.994385
	Iteration 35Q: 3 clusters Score -883946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -883948.875000 Penalty: 2952.994385
	Iteration 36Q: 3 clusters Score -883948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -883948.562500 Penalty: 2952.994385
	Iteration 37Q: 3 clusters Score -883948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -883952.750000 Penalty: 2952.994385
	Iteration 38Q: 3 clusters Score -883952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -883954.500000 Penalty: 2952.994385
	Iteration 39Q: 3 clusters Score -883954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -883957.437500 Penalty: 2952.994385
	Iteration 40F: 3 clusters Score -883957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -883961.750000 Penalty: 2952.994385
	Iteration 41Q: 3 clusters Score -883961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -883966.562500 Penalty: 2952.994385
	Iteration 42Q: 3 clusters Score -883966.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -883968.937500 Penalty: 2952.994385
	Iteration 43Q: 3 clusters Score -883968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -883971.500000 Penalty: 2952.994385
	Iteration 44Q: 3 clusters Score -883971.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -883975.750000 Penalty: 2952.994385
	Iteration 45Q: 3 clusters Score -883975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -883979.937500 Penalty: 2952.994385
	Iteration 46Q: 3 clusters Score -883979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -883984.875000 Penalty: 2952.994385
	Iteration 47Q: 3 clusters Score -883984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -883988.812500 Penalty: 2952.994385
	Iteration 48Q: 3 clusters Score -883988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -883994.250000 Penalty: 2952.994385
	Iteration 49Q: 3 clusters Score -883994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -883997.562500 Penalty: 2952.994385
	Iteration 50Q: 3 clusters Score -883997.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -884003.187500 Penalty: 2952.994385
	Iteration 51Q: 3 clusters Score -884003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -884009.687500 Penalty: 2952.994385
	Iteration 52Q: 3 clusters Score -884009.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -884012.937500 Penalty: 2952.994385
	Iteration 53Q: 3 clusters Score -884012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -884014.687500 Penalty: 2952.994385
	Iteration 54Q: 3 clusters Score -884014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -884020.062500 Penalty: 2952.994385
	Iteration 55Q: 3 clusters Score -884020.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -884031.062500 Penalty: 2952.994385
	Iteration 56Q: 3 clusters Score -884031.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -884038.000000 Penalty: 2952.994385
	Iteration 57Q: 3 clusters Score -884038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -884042.562500 Penalty: 2952.994385
	Iteration 58Q: 3 clusters Score -884042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -884045.000000 Penalty: 2952.994385
	Iteration 59Q: 3 clusters Score -884045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -884048.500000 Penalty: 2952.994385
	Iteration 60F: 3 clusters Score -884048.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -884054.562500 Penalty: 2952.994385
	Iteration 61Q: 3 clusters Score -884054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -884059.375000 Penalty: 2952.994385
	Iteration 62Q: 3 clusters Score -884059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -884061.437500 Penalty: 2952.994385
	Iteration 63Q: 3 clusters Score -884061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -884063.500000 Penalty: 2952.994385
	Iteration 64Q: 3 clusters Score -884063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -884063.562500 Penalty: 2952.994385
	Iteration 65Q: 3 clusters Score -884063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -884063.000000 Penalty: 2952.994385
	Iteration 66Q: 3 clusters Score -884063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -884063.000000 Penalty: 2952.994385
	Iteration 67F: 3 clusters Score -884063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Entering Unmasked Estep 
Score: -695496.250000 Penalty: 1441.231445
	Iteration 0F: 2 clusters Score -695496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -690173.250000 Penalty: 2882.462891
	Iteration 0F: 3 clusters Score -690173.2 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -691693.687500 Penalty: 2882.462891
	Iteration 1F: 3 clusters Score -691693.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -691942.375000 Penalty: 2882.462891
	Iteration 2F: 3 clusters Score -691942.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -692144.250000 Penalty: 2882.462891
	Iteration 3F: 3 clusters Score -692144.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -692325.812500 Penalty: 2882.462891
	Iteration 4Q: 3 clusters Score -692325.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -692533.187500 Penalty: 2882.462891
	Iteration 5Q: 3 clusters Score -692533.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -692747.937500 Penalty: 2882.462891
	Iteration 6Q: 3 clusters Score -692747.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -692938.500000 Penalty: 2882.462891
	Iteration 7Q: 3 clusters Score -692938.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -693115.375000 Penalty: 2882.462891
	Iteration 8Q: 3 clusters Score -693115.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -693262.500000 Penalty: 2882.462891
	Iteration 9Q: 3 clusters Score -693262.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -693384.000000 Penalty: 2882.462891
	Iteration 10Q: 3 clusters Score -693384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -693496.125000 Penalty: 2882.462891
	Iteration 11Q: 3 clusters Score -693496.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -693594.562500 Penalty: 2882.462891
	Iteration 12Q: 3 clusters Score -693594.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -693676.375000 Penalty: 2882.462891
	Iteration 13Q: 3 clusters Score -693676.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -693745.750000 Penalty: 2882.462891
	Iteration 14Q: 3 clusters Score -693745.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -693822.437500 Penalty: 2882.462891
	Iteration 15Q: 3 clusters Score -693822.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -693877.875000 Penalty: 2882.462891
	Iteration 16Q: 3 clusters Score -693877.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -693941.062500 Penalty: 2882.462891
	Iteration 17Q: 3 clusters Score -693941.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -694014.437500 Penalty: 2882.462891
	Iteration 18Q: 3 clusters Score -694014.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -694087.000000 Penalty: 2882.462891
	Iteration 19Q: 3 clusters Score -694087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -694153.000000 Penalty: 2882.462891
	Iteration 20F: 3 clusters Score -694153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -694206.812500 Penalty: 2882.462891
	Iteration 21Q: 3 clusters Score -694206.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -694232.125000 Penalty: 2882.462891
	Iteration 22Q: 3 clusters Score -694232.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -694242.687500 Penalty: 2882.462891
	Iteration 23Q: 3 clusters Score -694242.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -694249.812500 Penalty: 2882.462891
	Iteration 24Q: 3 clusters Score -694249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -694255.125000 Penalty: 2882.462891
	Iteration 25Q: 3 clusters Score -694255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -694259.437500 Penalty: 2882.462891
	Iteration 26Q: 3 clusters Score -694259.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -694264.437500 Penalty: 2882.462891
	Iteration 27Q: 3 clusters Score -694264.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -694271.812500 Penalty: 2882.462891
	Iteration 28Q: 3 clusters Score -694271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -694278.750000 Penalty: 2882.462891
	Iteration 29Q: 3 clusters Score -694278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -694284.062500 Penalty: 2882.462891
	Iteration 30Q: 3 clusters Score -694284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -694291.937500 Penalty: 2882.462891
	Iteration 31Q: 3 clusters Score -694291.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -694296.687500 Penalty: 2882.462891
	Iteration 32Q: 3 clusters Score -694296.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -694304.812500 Penalty: 2882.462891
	Iteration 33Q: 3 clusters Score -694304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -694305.500000 Penalty: 2882.462891
	Iteration 34Q: 3 clusters Score -694305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -694309.375000 Penalty: 2882.462891
	Iteration 35Q: 3 clusters Score -694309.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -694312.187500 Penalty: 2882.462891
	Iteration 36Q: 3 clusters Score -694312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -694316.312500 Penalty: 2882.462891
	Iteration 37Q: 3 clusters Score -694316.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -694322.125000 Penalty: 2882.462891
	Iteration 38Q: 3 clusters Score -694322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -694326.187500 Penalty: 2882.462891
	Iteration 39Q: 3 clusters Score -694326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -694328.125000 Penalty: 2882.462891
	Iteration 40F: 3 clusters Score -694328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -694330.125000 Penalty: 2882.462891
	Iteration 41Q: 3 clusters Score -694330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -694333.312500 Penalty: 2882.462891
	Iteration 42Q: 3 clusters Score -694333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -694335.125000 Penalty: 2882.462891
	Iteration 43Q: 3 clusters Score -694335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -694335.937500 Penalty: 2882.462891
	Iteration 44Q: 3 clusters Score -694335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -694338.437500 Penalty: 2882.462891
	Iteration 45Q: 3 clusters Score -694338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -694339.375000 Penalty: 2882.462891
	Iteration 46Q: 3 clusters Score -694339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -694340.062500 Penalty: 2882.462891
	Iteration 47Q: 3 clusters Score -694340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -694340.437500 Penalty: 2882.462891
	Iteration 48Q: 3 clusters Score -694340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -694340.187500 Penalty: 2882.462891
	Iteration 49Q: 3 clusters Score -694340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -694341.187500 Penalty: 2882.462891
	Iteration 50Q: 3 clusters Score -694341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -694341.375000 Penalty: 2882.462891
	Iteration 51Q: 3 clusters Score -694341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -694340.937500 Penalty: 2882.462891
	Iteration 52Q: 3 clusters Score -694340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -694340.937500 Penalty: 2882.462891
	Iteration 53F: 3 clusters Score -694340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -262878.906250 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -262878.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -260350.093750 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -260350.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -261069.546875 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -261069.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -261255.593750 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -261255.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -261397.109375 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -261397.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -261515.625000 Penalty: 2572.132080
	Iteration 4F: 3 clusters Score -261515.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -261620.921875 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -261620.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261758.234375 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -261758.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -261996.390625 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -261996.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -262275.000000 Penalty: 2572.132080
	Iteration 8F: 3 clusters Score -262275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -262581.718750 Penalty: 2572.132080
	Iteration 9F: 3 clusters Score -262581.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -262840.937500 Penalty: 2572.132080
	Iteration 10F: 3 clusters Score -262840.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -262955.531250 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -262955.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262998.875000 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -262998.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263030.093750 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -263030.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -263054.500000 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -263054.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -263067.500000 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -263067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263073.312500 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -263073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263077.906250 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -263077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -263080.687500 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -263080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263083.750000 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -263083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263086.656250 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -263086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263087.312500 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -263087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263088.937500 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -263088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263090.531250 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -263090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -263091.875000 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -263091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263091.937500 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -263091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -263091.812500 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -263091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263092.531250 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -263092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263092.531250 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -263092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263093.187500 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -263093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263093.187500 Penalty: 2572.132080
	Iteration 30F: 3 clusters Score -263093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 112820 members 
Mstep: Class 4 contains 20432 members 
Mstep: Class 5 contains 31791 members 
Mstep: Class 6 contains 32173 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 8 contains 5112 members 
Mstep: Class 9 contains 192195 members 
Mstep: Class 10 contains 15439 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 72724 members 
Mstep: Class 13 contains 1904 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 168118 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 81634 members 
Mstep: Class 19 contains 116562 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 38311 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 97635 members 
Mstep: Class 25 contains 3142 members 
Mstep: Class 26 contains 26551 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 54127 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 11727 members 
Mstep: Class 33 contains 2731 members 
Mstep: Class 34 contains 6981 members 
Mstep: Class 35 contains 30522 members 
Mstep: Class 36 contains 155637 members 
Mstep: Class 37 contains 8953 members 
Mstep: Class 38 contains 2279 members 
Mstep: Class 39 contains 1173 members 
Mstep: Class 40 contains 1565 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 7109 members 
Mstep: Class 44 contains 1603 members 
Mstep: Class 45 contains 9478 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 3680 members 
Mstep: Class 48 contains 1133 members 
Entering Unmasked Estep 
Score: -154068000.000000 Penalty: 111104.703125
Splitting cluster 44 changes total score from -154068768.000000 to -154068000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (9478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Entering Unmasked Estep 
Score: -989418.562500 Penalty: 1487.968384
	Iteration 0F: 2 clusters Score -989418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -982707.125000 Penalty: 2975.936768
	Iteration 0F: 3 clusters Score -982707.1 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -984948.875000 Penalty: 2975.936768
	Iteration 1F: 3 clusters Score -984948.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -985195.375000 Penalty: 2975.936768
	Iteration 2F: 3 clusters Score -985195.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -985387.062500 Penalty: 2975.936768
	Iteration 3Q: 3 clusters Score -985387.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -985586.375000 Penalty: 2975.936768
	Iteration 4Q: 3 clusters Score -985586.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -985833.000000 Penalty: 2975.936768
	Iteration 5Q: 3 clusters Score -985833 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -986100.500000 Penalty: 2975.936768
	Iteration 6F: 3 clusters Score -986100.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -986380.562500 Penalty: 2975.936768
	Iteration 7F: 3 clusters Score -986380.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -986693.250000 Penalty: 2975.936768
	Iteration 8F: 3 clusters Score -986693.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -987039.187500 Penalty: 2975.936768
	Iteration 9F: 3 clusters Score -987039.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -987338.125000 Penalty: 2975.936768
	Iteration 10Q: 3 clusters Score -987338.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -987565.187500 Penalty: 2975.936768
	Iteration 11Q: 3 clusters Score -987565.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -987775.250000 Penalty: 2975.936768
	Iteration 12Q: 3 clusters Score -987775.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -987945.687500 Penalty: 2975.936768
	Iteration 13Q: 3 clusters Score -987945.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -988063.062500 Penalty: 2975.936768
	Iteration 14Q: 3 clusters Score -988063.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -988132.812500 Penalty: 2975.936768
	Iteration 15Q: 3 clusters Score -988132.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -988181.125000 Penalty: 2975.936768
	Iteration 16Q: 3 clusters Score -988181.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -988215.250000 Penalty: 2975.936768
	Iteration 17Q: 3 clusters Score -988215.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -988236.937500 Penalty: 2975.936768
	Iteration 18Q: 3 clusters Score -988236.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -988248.375000 Penalty: 2975.936768
	Iteration 19Q: 3 clusters Score -988248.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -988253.937500 Penalty: 2975.936768
	Iteration 20F: 3 clusters Score -988253.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -988260.125000 Penalty: 2975.936768
	Iteration 21Q: 3 clusters Score -988260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -988265.937500 Penalty: 2975.936768
	Iteration 22Q: 3 clusters Score -988265.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -988267.500000 Penalty: 2975.936768
	Iteration 23Q: 3 clusters Score -988267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -988271.375000 Penalty: 2975.936768
	Iteration 24Q: 3 clusters Score -988271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -988273.125000 Penalty: 2975.936768
	Iteration 25Q: 3 clusters Score -988273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -988275.062500 Penalty: 2975.936768
	Iteration 26Q: 3 clusters Score -988275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -988275.562500 Penalty: 2975.936768
	Iteration 27Q: 3 clusters Score -988275.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -988276.250000 Penalty: 2975.936768
	Iteration 28Q: 3 clusters Score -988276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -988277.875000 Penalty: 2975.936768
	Iteration 29Q: 3 clusters Score -988277.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -988279.937500 Penalty: 2975.936768
	Iteration 30Q: 3 clusters Score -988279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -988281.750000 Penalty: 2975.936768
	Iteration 31Q: 3 clusters Score -988281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -988281.375000 Penalty: 2975.936768
	Iteration 32Q: 3 clusters Score -988281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -988282.500000 Penalty: 2975.936768
	Iteration 33Q: 3 clusters Score -988282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -988284.937500 Penalty: 2975.936768
	Iteration 34Q: 3 clusters Score -988284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -988283.125000 Penalty: 2975.936768
	Iteration 35Q: 3 clusters Score -988283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -988285.312500 Penalty: 2975.936768
	Iteration 36Q: 3 clusters Score -988285.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -988287.750000 Penalty: 2975.936768
	Iteration 37Q: 3 clusters Score -988287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -988289.437500 Penalty: 2975.936768
	Iteration 38Q: 3 clusters Score -988289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -988287.437500 Penalty: 2975.936768
	Iteration 39Q: 3 clusters Score -988287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -988288.250000 Penalty: 2975.936768
	Iteration 40F: 3 clusters Score -988288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -988288.625000 Penalty: 2975.936768
	Iteration 41Q: 3 clusters Score -988288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -988291.750000 Penalty: 2975.936768
	Iteration 42Q: 3 clusters Score -988291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -988292.937500 Penalty: 2975.936768
	Iteration 43Q: 3 clusters Score -988292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -988291.312500 Penalty: 2975.936768
	Iteration 44Q: 3 clusters Score -988291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -988297.187500 Penalty: 2975.936768
	Iteration 45Q: 3 clusters Score -988297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -988297.062500 Penalty: 2975.936768
	Iteration 46Q: 3 clusters Score -988297.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -988298.812500 Penalty: 2975.936768
	Iteration 47Q: 3 clusters Score -988298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -988299.375000 Penalty: 2975.936768
	Iteration 48Q: 3 clusters Score -988299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -988298.750000 Penalty: 2975.936768
	Iteration 49Q: 3 clusters Score -988298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -988298.750000 Penalty: 2975.936768
	Iteration 50Q: 3 clusters Score -988298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -988298.750000 Penalty: 2975.936768
	Iteration 51F: 3 clusters Score -988298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -673130.750000 Penalty: 1430.751587
	Iteration 0F: 2 clusters Score -673130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -668031.250000 Penalty: 2861.503174
	Iteration 0F: 3 clusters Score -668031.2 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -669643.625000 Penalty: 2861.503174
	Iteration 1F: 3 clusters Score -669643.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -669954.687500 Penalty: 2861.503174
	Iteration 2F: 3 clusters Score -669954.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -670200.062500 Penalty: 2861.503174
	Iteration 3F: 3 clusters Score -670200.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -670382.125000 Penalty: 2861.503174
	Iteration 4F: 3 clusters Score -670382.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -670545.750000 Penalty: 2861.503174
	Iteration 5Q: 3 clusters Score -670545.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -670695.562500 Penalty: 2861.503174
	Iteration 6Q: 3 clusters Score -670695.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -670823.312500 Penalty: 2861.503174
	Iteration 7Q: 3 clusters Score -670823.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -670928.312500 Penalty: 2861.503174
	Iteration 8Q: 3 clusters Score -670928.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -671027.625000 Penalty: 2861.503174
	Iteration 9Q: 3 clusters Score -671027.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -671121.500000 Penalty: 2861.503174
	Iteration 10Q: 3 clusters Score -671121.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -671204.375000 Penalty: 2861.503174
	Iteration 11Q: 3 clusters Score -671204.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -671284.625000 Penalty: 2861.503174
	Iteration 12Q: 3 clusters Score -671284.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -671344.625000 Penalty: 2861.503174
	Iteration 13Q: 3 clusters Score -671344.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -671396.812500 Penalty: 2861.503174
	Iteration 14Q: 3 clusters Score -671396.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -671428.125000 Penalty: 2861.503174
	Iteration 15Q: 3 clusters Score -671428.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -671453.312500 Penalty: 2861.503174
	Iteration 16Q: 3 clusters Score -671453.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -671476.812500 Penalty: 2861.503174
	Iteration 17Q: 3 clusters Score -671476.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -671494.375000 Penalty: 2861.503174
	Iteration 18Q: 3 clusters Score -671494.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -671508.312500 Penalty: 2861.503174
	Iteration 19Q: 3 clusters Score -671508.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -671515.875000 Penalty: 2861.503174
	Iteration 20F: 3 clusters Score -671515.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -671523.687500 Penalty: 2861.503174
	Iteration 21Q: 3 clusters Score -671523.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -671533.687500 Penalty: 2861.503174
	Iteration 22Q: 3 clusters Score -671533.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -671542.312500 Penalty: 2861.503174
	Iteration 23Q: 3 clusters Score -671542.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -671551.000000 Penalty: 2861.503174
	Iteration 24Q: 3 clusters Score -671551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -671563.750000 Penalty: 2861.503174
	Iteration 25Q: 3 clusters Score -671563.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -671571.000000 Penalty: 2861.503174
	Iteration 26Q: 3 clusters Score -671571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -671576.437500 Penalty: 2861.503174
	Iteration 27Q: 3 clusters Score -671576.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -671586.562500 Penalty: 2861.503174
	Iteration 28Q: 3 clusters Score -671586.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -671590.750000 Penalty: 2861.503174
	Iteration 29Q: 3 clusters Score -671590.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -671594.500000 Penalty: 2861.503174
	Iteration 30Q: 3 clusters Score -671594.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -671598.125000 Penalty: 2861.503174
	Iteration 31Q: 3 clusters Score -671598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -671600.125000 Penalty: 2861.503174
	Iteration 32Q: 3 clusters Score -671600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -671603.062500 Penalty: 2861.503174
	Iteration 33Q: 3 clusters Score -671603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -671606.875000 Penalty: 2861.503174
	Iteration 34Q: 3 clusters Score -671606.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -671614.125000 Penalty: 2861.503174
	Iteration 35Q: 3 clusters Score -671614.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -671618.875000 Penalty: 2861.503174
	Iteration 36Q: 3 clusters Score -671618.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -671625.437500 Penalty: 2861.503174
	Iteration 37Q: 3 clusters Score -671625.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -671629.250000 Penalty: 2861.503174
	Iteration 38Q: 3 clusters Score -671629.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -671635.250000 Penalty: 2861.503174
	Iteration 39Q: 3 clusters Score -671635.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -671641.562500 Penalty: 2861.503174
	Iteration 40F: 3 clusters Score -671641.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -671647.625000 Penalty: 2861.503174
	Iteration 41Q: 3 clusters Score -671647.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -671660.750000 Penalty: 2861.503174
	Iteration 42Q: 3 clusters Score -671660.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -671672.812500 Penalty: 2861.503174
	Iteration 43Q: 3 clusters Score -671672.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -671683.000000 Penalty: 2861.503174
	Iteration 44Q: 3 clusters Score -671683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -671690.500000 Penalty: 2861.503174
	Iteration 45Q: 3 clusters Score -671690.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -671700.062500 Penalty: 2861.503174
	Iteration 46Q: 3 clusters Score -671700.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -671706.250000 Penalty: 2861.503174
	Iteration 47Q: 3 clusters Score -671706.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -671719.312500 Penalty: 2861.503174
	Iteration 48Q: 3 clusters Score -671719.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -671728.250000 Penalty: 2861.503174
	Iteration 49Q: 3 clusters Score -671728.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -671738.125000 Penalty: 2861.503174
	Iteration 50Q: 3 clusters Score -671738.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -671747.000000 Penalty: 2861.503174
	Iteration 51Q: 3 clusters Score -671747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -671755.812500 Penalty: 2861.503174
	Iteration 52Q: 3 clusters Score -671755.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -671764.375000 Penalty: 2861.503174
	Iteration 53Q: 3 clusters Score -671764.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -671771.000000 Penalty: 2861.503174
	Iteration 54Q: 3 clusters Score -671771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -671783.812500 Penalty: 2861.503174
	Iteration 55Q: 3 clusters Score -671783.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -671792.750000 Penalty: 2861.503174
	Iteration 56Q: 3 clusters Score -671792.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -671802.187500 Penalty: 2861.503174
	Iteration 57Q: 3 clusters Score -671802.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -671809.687500 Penalty: 2861.503174
	Iteration 58Q: 3 clusters Score -671809.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -671816.937500 Penalty: 2861.503174
	Iteration 59Q: 3 clusters Score -671816.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -671825.062500 Penalty: 2861.503174
	Iteration 60F: 3 clusters Score -671825.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -671828.750000 Penalty: 2861.503174
	Iteration 61Q: 3 clusters Score -671828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -671832.062500 Penalty: 2861.503174
	Iteration 62Q: 3 clusters Score -671832.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -671833.062500 Penalty: 2861.503174
	Iteration 63Q: 3 clusters Score -671833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -671832.500000 Penalty: 2861.503174
	Iteration 64Q: 3 clusters Score -671832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -671833.312500 Penalty: 2861.503174
	Iteration 65Q: 3 clusters Score -671833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -671833.062500 Penalty: 2861.503174
	Iteration 66Q: 3 clusters Score -671833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -671833.937500 Penalty: 2861.503174
	Iteration 67Q: 3 clusters Score -671833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -671833.187500 Penalty: 2861.503174
	Iteration 68Q: 3 clusters Score -671833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -671834.187500 Penalty: 2861.503174
	Iteration 69Q: 3 clusters Score -671834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -671833.812500 Penalty: 2861.503174
	Iteration 70Q: 3 clusters Score -671833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -671834.875000 Penalty: 2861.503174
	Iteration 71Q: 3 clusters Score -671834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -671835.562500 Penalty: 2861.503174
	Iteration 72Q: 3 clusters Score -671835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -671836.562500 Penalty: 2861.503174
	Iteration 73Q: 3 clusters Score -671836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -671837.562500 Penalty: 2861.503174
	Iteration 74Q: 3 clusters Score -671837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -671837.312500 Penalty: 2861.503174
	Iteration 75Q: 3 clusters Score -671837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -671837.312500 Penalty: 2861.503174
	Iteration 76F: 3 clusters Score -671837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -358827.062500 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -358827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -355718.218750 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -355718.2 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -356684.843750 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -356684.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -356964.312500 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -356964.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -357205.312500 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -357205.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -357425.062500 Penalty: 2668.467041
	Iteration 4F: 3 clusters Score -357425.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -357637.625000 Penalty: 2668.467041
	Iteration 5F: 3 clusters Score -357637.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -357845.718750 Penalty: 2668.467041
	Iteration 6F: 3 clusters Score -357845.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -358057.250000 Penalty: 2668.467041
	Iteration 7F: 3 clusters Score -358057.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358219.187500 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -358219.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -358341.218750 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -358341.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -358410.093750 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -358410.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -358441.031250 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -358441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -358456.937500 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -358456.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -358461.187500 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -358461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -358467.656250 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -358467.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -358471.250000 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -358471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -358475.375000 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -358475.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -358481.687500 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -358481.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -358485.500000 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -358485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -358489.281250 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -358489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -358491.500000 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -358491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -358492.593750 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -358492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -358493.562500 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -358493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -358493.968750 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -358494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -358493.968750 Penalty: 2668.467041
	Iteration 24F: 3 clusters Score -358494 nChanged 0
--- Evaluating fit on full set of 4605703 points ---
Entering Unmasked Estep 
Score: -453353216.000000 Penalty: 117180.679688
23->48 Clusters: Score -453353216.000000, best is -453397312.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1535234 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 66571 members 
Mstep: Class 3 contains 66500 members 
Mstep: Class 4 contains 66992 members 
Mstep: Class 5 contains 66858 members 
Mstep: Class 6 contains 66471 members 
Mstep: Class 7 contains 66551 members 
Mstep: Class 8 contains 66869 members 
Mstep: Class 9 contains 67116 members 
Mstep: Class 10 contains 66451 members 
Mstep: Class 11 contains 66821 members 
Mstep: Class 12 contains 66484 members 
Mstep: Class 13 contains 67190 members 
Mstep: Class 14 contains 66831 members 
Mstep: Class 15 contains 66396 members 
Mstep: Class 16 contains 66468 members 
Mstep: Class 17 contains 67199 members 
Mstep: Class 18 contains 66928 members 
Mstep: Class 19 contains 67003 members 
Mstep: Class 20 contains 66612 members 
Mstep: Class 21 contains 66631 members 
Mstep: Class 22 contains 66679 members 
Mstep: Class 23 contains 66595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 468.043762 but Gain 2314.679688
Score: -144109216.000000 Penalty: 50922.992188
Iteration 0F: 23 clusters Score -1.441092e+08 nChanged 1463803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1730 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 3 contains 43841 members 
Mstep: Class 4 contains 39256 members 
Mstep: Class 5 contains 71967 members 
Mstep: Class 6 contains 48435 members 
Mstep: Class 7 contains 41991 members 
Mstep: Class 8 contains 48266 members 
Mstep: Class 9 contains 111493 members 
Mstep: Class 10 contains 110867 members 
Mstep: Class 11 contains 52491 members 
Mstep: Class 12 contains 14645 members 
Mstep: Class 13 contains 69186 members 
Mstep: Class 14 contains 40341 members 
Mstep: Class 15 contains 23377 members 
Mstep: Class 16 contains 50542 members 
Mstep: Class 17 contains 163199 members 
Mstep: Class 18 contains 55703 members 
Mstep: Class 19 contains 98248 members 
Mstep: Class 20 contains 29751 members 
Mstep: Class 21 contains 146973 members 
Mstep: Class 22 contains 69022 members 
Mstep: Class 23 contains 175275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150544832.000000 Penalty: 50922.992188
Iteration 1F: 23 clusters Score -1.505448e+08 nChanged 615589
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 3 contains 39651 members 
Mstep: Class 4 contains 48333 members 
Mstep: Class 5 contains 107402 members 
Mstep: Class 6 contains 49629 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 50812 members 
Mstep: Class 9 contains 86663 members 
Mstep: Class 10 contains 141160 members 
Mstep: Class 11 contains 36592 members 
Mstep: Class 12 contains 8465 members 
Mstep: Class 13 contains 65024 members 
Mstep: Class 14 contains 38453 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 16 contains 60760 members 
Mstep: Class 17 contains 191689 members 
Mstep: Class 18 contains 43900 members 
Mstep: Class 19 contains 111797 members 
Mstep: Class 20 contains 37868 members 
Mstep: Class 21 contains 166970 members 
Mstep: Class 22 contains 78184 members 
Mstep: Class 23 contains 97520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877120.000000 Penalty: 50922.992188
Iteration 2F: 23 clusters Score -1.518771e+08 nChanged 410058
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 3 contains 39534 members 
Mstep: Class 4 contains 65910 members 
Mstep: Class 5 contains 145313 members 
Mstep: Class 6 contains 54745 members 
Mstep: Class 7 contains 31946 members 
Mstep: Class 8 contains 54285 members 
Mstep: Class 9 contains 72591 members 
Mstep: Class 10 contains 163656 members 
Mstep: Class 11 contains 29502 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 55060 members 
Mstep: Class 14 contains 38142 members 
Mstep: Class 15 contains 15178 members 
Mstep: Class 16 contains 83573 members 
Mstep: Class 17 contains 164023 members 
Mstep: Class 18 contains 31513 members 
Mstep: Class 19 contains 102731 members 
Mstep: Class 20 contains 42822 members 
Mstep: Class 21 contains 162157 members 
Mstep: Class 22 contains 84142 members 
Mstep: Class 23 contains 58685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152504704.000000 Penalty: 50922.992188
Iteration 3F: 23 clusters Score -1.525047e+08 nChanged 302804
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 3 contains 43294 members 
Mstep: Class 4 contains 85358 members 
Mstep: Class 5 contains 183936 members 
Mstep: Class 6 contains 54704 members 
Mstep: Class 7 contains 32404 members 
Mstep: Class 8 contains 58753 members 
Mstep: Class 9 contains 59858 members 
Mstep: Class 10 contains 182651 members 
Mstep: Class 11 contains 25181 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 48240 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 17173 members 
Mstep: Class 16 contains 100908 members 
Mstep: Class 17 contains 133588 members 
Mstep: Class 18 contains 23726 members 
Mstep: Class 19 contains 87982 members 
Mstep: Class 20 contains 39587 members 
Mstep: Class 21 contains 153486 members 
Mstep: Class 22 contains 84288 members 
Mstep: Class 23 contains 43754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152863264.000000 Penalty: 50922.992188
Iteration 4F: 23 clusters Score -1.528633e+08 nChanged 232989
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 3 contains 46726 members 
Mstep: Class 4 contains 100463 members 
Mstep: Class 5 contains 209195 members 
Mstep: Class 6 contains 51548 members 
Mstep: Class 7 contains 33831 members 
Mstep: Class 8 contains 67453 members 
Mstep: Class 9 contains 49049 members 
Mstep: Class 10 contains 199025 members 
Mstep: Class 11 contains 22881 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 46625 members 
Mstep: Class 14 contains 23043 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 107021 members 
Mstep: Class 17 contains 117157 members 
Mstep: Class 18 contains 20577 members 
Mstep: Class 19 contains 73860 members 
Mstep: Class 20 contains 33339 members 
Mstep: Class 21 contains 145887 members 
Mstep: Class 22 contains 80196 members 
Mstep: Class 23 contains 38010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153055568.000000 Penalty: 50922.992188
Iteration 5F: 23 clusters Score -1.530556e+08 nChanged 178495
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 3 contains 46954 members 
Mstep: Class 4 contains 110708 members 
Mstep: Class 5 contains 217641 members 
Mstep: Class 6 contains 48915 members 
Mstep: Class 7 contains 34727 members 
Mstep: Class 8 contains 76725 members 
Mstep: Class 9 contains 41079 members 
Mstep: Class 10 contains 212465 members 
Mstep: Class 11 contains 22648 members 
Mstep: Class 12 contains 16817 members 
Mstep: Class 13 contains 45791 members 
Mstep: Class 14 contains 17746 members 
Mstep: Class 15 contains 21269 members 
Mstep: Class 16 contains 107222 members 
Mstep: Class 17 contains 111584 members 
Mstep: Class 18 contains 20854 members 
Mstep: Class 19 contains 64051 members 
Mstep: Class 20 contains 26890 members 
Mstep: Class 21 contains 139458 members 
Mstep: Class 22 contains 76370 members 
Mstep: Class 23 contains 35324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153185328.000000 Penalty: 50922.992188
Iteration 6F: 23 clusters Score -1.531853e+08 nChanged 142952
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 3 contains 45307 members 
Mstep: Class 4 contains 117488 members 
Mstep: Class 5 contains 218746 members 
Mstep: Class 6 contains 48081 members 
Mstep: Class 7 contains 35330 members 
Mstep: Class 8 contains 83620 members 
Mstep: Class 9 contains 35803 members 
Mstep: Class 10 contains 220467 members 
Mstep: Class 11 contains 24091 members 
Mstep: Class 12 contains 21278 members 
Mstep: Class 13 contains 45010 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 22890 members 
Mstep: Class 16 contains 104842 members 
Mstep: Class 17 contains 111884 members 
Mstep: Class 18 contains 23298 members 
Mstep: Class 19 contains 59422 members 
Mstep: Class 20 contains 21468 members 
Mstep: Class 21 contains 131944 members 
Mstep: Class 22 contains 74446 members 
Mstep: Class 23 contains 33011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153289008.000000 Penalty: 50922.992188
Iteration 7F: 23 clusters Score -1.53289e+08 nChanged 118458
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 3 contains 42695 members 
Mstep: Class 4 contains 121673 members 
Mstep: Class 5 contains 216427 members 
Mstep: Class 6 contains 48451 members 
Mstep: Class 7 contains 35515 members 
Mstep: Class 8 contains 88055 members 
Mstep: Class 9 contains 33326 members 
Mstep: Class 10 contains 224041 members 
Mstep: Class 11 contains 26311 members 
Mstep: Class 12 contains 24893 members 
Mstep: Class 13 contains 44265 members 
Mstep: Class 14 contains 12454 members 
Mstep: Class 15 contains 24306 members 
Mstep: Class 16 contains 101643 members 
Mstep: Class 17 contains 114701 members 
Mstep: Class 18 contains 26904 members 
Mstep: Class 19 contains 59690 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 123100 members 
Mstep: Class 22 contains 74361 members 
Mstep: Class 23 contains 30975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153372000.000000 Penalty: 50922.992188
Iteration 8F: 23 clusters Score -1.53372e+08 nChanged 100865
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 3 contains 39211 members 
Mstep: Class 4 contains 124111 members 
Mstep: Class 5 contains 212114 members 
Mstep: Class 6 contains 49592 members 
Mstep: Class 7 contains 35119 members 
Mstep: Class 8 contains 90481 members 
Mstep: Class 9 contains 32108 members 
Mstep: Class 10 contains 224656 members 
Mstep: Class 11 contains 28647 members 
Mstep: Class 12 contains 27487 members 
Mstep: Class 13 contains 43550 members 
Mstep: Class 14 contains 11830 members 
Mstep: Class 15 contains 26020 members 
Mstep: Class 16 contains 98788 members 
Mstep: Class 17 contains 117734 members 
Mstep: Class 18 contains 31331 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 15607 members 
Mstep: Class 21 contains 113379 members 
Mstep: Class 22 contains 75754 members 
Mstep: Class 23 contains 28995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153437904.000000 Penalty: 50922.992188
Iteration 9F: 23 clusters Score -1.534379e+08 nChanged 88695
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 3 contains 35309 members 
Mstep: Class 4 contains 125443 members 
Mstep: Class 5 contains 206418 members 
Mstep: Class 6 contains 51427 members 
Mstep: Class 7 contains 34047 members 
Mstep: Class 8 contains 91187 members 
Mstep: Class 9 contains 31237 members 
Mstep: Class 10 contains 224194 members 
Mstep: Class 11 contains 30729 members 
Mstep: Class 12 contains 29129 members 
Mstep: Class 13 contains 42890 members 
Mstep: Class 14 contains 11812 members 
Mstep: Class 15 contains 27945 members 
Mstep: Class 16 contains 96389 members 
Mstep: Class 17 contains 120334 members 
Mstep: Class 18 contains 36383 members 
Mstep: Class 19 contains 72838 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 103204 members 
Mstep: Class 22 contains 78022 members 
Mstep: Class 23 contains 27148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153486384.000000 Penalty: 50922.992188
Iteration 10F: 23 clusters Score -1.534864e+08 nChanged 78268
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 3 contains 31740 members 
Mstep: Class 4 contains 126017 members 
Mstep: Class 5 contains 199741 members 
Mstep: Class 6 contains 53224 members 
Mstep: Class 7 contains 32896 members 
Mstep: Class 8 contains 90372 members 
Mstep: Class 9 contains 30494 members 
Mstep: Class 10 contains 223449 members 
Mstep: Class 11 contains 32132 members 
Mstep: Class 12 contains 30038 members 
Mstep: Class 13 contains 42357 members 
Mstep: Class 14 contains 12001 members 
Mstep: Class 15 contains 29903 members 
Mstep: Class 16 contains 94288 members 
Mstep: Class 17 contains 122457 members 
Mstep: Class 18 contains 41440 members 
Mstep: Class 19 contains 83964 members 
Mstep: Class 20 contains 14953 members 
Mstep: Class 21 contains 93540 members 
Mstep: Class 22 contains 80890 members 
Mstep: Class 23 contains 25632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153529072.000000 Penalty: 50922.992188
Iteration 11F: 23 clusters Score -1.535291e+08 nChanged 71050
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 3 contains 28514 members 
Mstep: Class 4 contains 125805 members 
Mstep: Class 5 contains 191784 members 
Mstep: Class 6 contains 54262 members 
Mstep: Class 7 contains 31756 members 
Mstep: Class 8 contains 88848 members 
Mstep: Class 9 contains 29799 members 
Mstep: Class 10 contains 222773 members 
Mstep: Class 11 contains 33110 members 
Mstep: Class 12 contains 30231 members 
Mstep: Class 13 contains 41857 members 
Mstep: Class 14 contains 12331 members 
Mstep: Class 15 contains 31755 members 
Mstep: Class 16 contains 92525 members 
Mstep: Class 17 contains 124325 members 
Mstep: Class 18 contains 46415 members 
Mstep: Class 19 contains 97461 members 
Mstep: Class 20 contains 15412 members 
Mstep: Class 21 contains 84729 members 
Mstep: Class 22 contains 84279 members 
Mstep: Class 23 contains 24388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153568448.000000 Penalty: 50922.992188
Iteration 12Q: 23 clusters Score -1.535684e+08 nChanged 64800
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 3 contains 25649 members 
Mstep: Class 4 contains 124729 members 
Mstep: Class 5 contains 183319 members 
Mstep: Class 6 contains 54700 members 
Mstep: Class 7 contains 30838 members 
Mstep: Class 8 contains 87375 members 
Mstep: Class 9 contains 29090 members 
Mstep: Class 10 contains 221702 members 
Mstep: Class 11 contains 33665 members 
Mstep: Class 12 contains 29902 members 
Mstep: Class 13 contains 41279 members 
Mstep: Class 14 contains 12705 members 
Mstep: Class 15 contains 33248 members 
Mstep: Class 16 contains 90949 members 
Mstep: Class 17 contains 125836 members 
Mstep: Class 18 contains 50990 members 
Mstep: Class 19 contains 112353 members 
Mstep: Class 20 contains 16076 members 
Mstep: Class 21 contains 77540 members 
Mstep: Class 22 contains 88039 members 
Mstep: Class 23 contains 23407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153600224.000000 Penalty: 50922.992188
Iteration 13Q: 23 clusters Score -1.536002e+08 nChanged 58947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 122934 members 
Mstep: Class 5 contains 174657 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 7 contains 30146 members 
Mstep: Class 8 contains 86285 members 
Mstep: Class 9 contains 28437 members 
Mstep: Class 10 contains 219938 members 
Mstep: Class 11 contains 33976 members 
Mstep: Class 12 contains 29328 members 
Mstep: Class 13 contains 40582 members 
Mstep: Class 14 contains 12996 members 
Mstep: Class 15 contains 34289 members 
Mstep: Class 16 contains 89671 members 
Mstep: Class 17 contains 127176 members 
Mstep: Class 18 contains 55116 members 
Mstep: Class 19 contains 127978 members 
Mstep: Class 20 contains 16847 members 
Mstep: Class 21 contains 72063 members 
Mstep: Class 22 contains 91855 members 
Mstep: Class 23 contains 22604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153629088.000000 Penalty: 50922.992188
Iteration 14Q: 23 clusters Score -1.536291e+08 nChanged 53085
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 3 contains 20759 members 
Mstep: Class 4 contains 120629 members 
Mstep: Class 5 contains 166262 members 
Mstep: Class 6 contains 53726 members 
Mstep: Class 7 contains 29837 members 
Mstep: Class 8 contains 85350 members 
Mstep: Class 9 contains 27704 members 
Mstep: Class 10 contains 217808 members 
Mstep: Class 11 contains 34131 members 
Mstep: Class 12 contains 28573 members 
Mstep: Class 13 contains 39783 members 
Mstep: Class 14 contains 13269 members 
Mstep: Class 15 contains 35252 members 
Mstep: Class 16 contains 88622 members 
Mstep: Class 17 contains 128301 members 
Mstep: Class 18 contains 58661 members 
Mstep: Class 19 contains 143388 members 
Mstep: Class 20 contains 17575 members 
Mstep: Class 21 contains 68367 members 
Mstep: Class 22 contains 95477 members 
Mstep: Class 23 contains 21953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153653216.000000 Penalty: 50922.992188
Iteration 15Q: 23 clusters Score -1.536532e+08 nChanged 48329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 3 contains 18707 members 
Mstep: Class 4 contains 117820 members 
Mstep: Class 5 contains 158314 members 
Mstep: Class 6 contains 52542 members 
Mstep: Class 7 contains 29866 members 
Mstep: Class 8 contains 84557 members 
Mstep: Class 9 contains 27051 members 
Mstep: Class 10 contains 215409 members 
Mstep: Class 11 contains 34152 members 
Mstep: Class 12 contains 27791 members 
Mstep: Class 13 contains 38909 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 36105 members 
Mstep: Class 16 contains 87656 members 
Mstep: Class 17 contains 129394 members 
Mstep: Class 18 contains 61692 members 
Mstep: Class 19 contains 158196 members 
Mstep: Class 20 contains 18335 members 
Mstep: Class 21 contains 65952 members 
Mstep: Class 22 contains 98983 members 
Mstep: Class 23 contains 21402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153666784.000000 Penalty: 50922.992188
Iteration 16Q: 23 clusters Score -1.536668e+08 nChanged 46905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 3 contains 16813 members 
Mstep: Class 4 contains 114902 members 
Mstep: Class 5 contains 149915 members 
Mstep: Class 6 contains 51034 members 
Mstep: Class 7 contains 30380 members 
Mstep: Class 8 contains 83802 members 
Mstep: Class 9 contains 26447 members 
Mstep: Class 10 contains 212154 members 
Mstep: Class 11 contains 34279 members 
Mstep: Class 12 contains 27024 members 
Mstep: Class 13 contains 38038 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 37057 members 
Mstep: Class 16 contains 86751 members 
Mstep: Class 17 contains 130737 members 
Mstep: Class 18 contains 64321 members 
Mstep: Class 19 contains 172652 members 
Mstep: Class 20 contains 19061 members 
Mstep: Class 21 contains 64348 members 
Mstep: Class 22 contains 102654 members 
Mstep: Class 23 contains 20963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153672368.000000 Penalty: 50922.992188
Iteration 17Q: 23 clusters Score -1.536724e+08 nChanged 42963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 3 contains 15156 members 
Mstep: Class 4 contains 113354 members 
Mstep: Class 5 contains 144985 members 
Mstep: Class 6 contains 49315 members 
Mstep: Class 7 contains 31249 members 
Mstep: Class 8 contains 83076 members 
Mstep: Class 9 contains 25891 members 
Mstep: Class 10 contains 208416 members 
Mstep: Class 11 contains 34444 members 
Mstep: Class 12 contains 26320 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 13888 members 
Mstep: Class 15 contains 37935 members 
Mstep: Class 16 contains 85950 members 
Mstep: Class 17 contains 132186 members 
Mstep: Class 18 contains 66472 members 
Mstep: Class 19 contains 182348 members 
Mstep: Class 20 contains 19648 members 
Mstep: Class 21 contains 63154 members 
Mstep: Class 22 contains 106073 members 
Mstep: Class 23 contains 20576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153673376.000000 Penalty: 50922.992188
Iteration 18Q: 23 clusters Score -1.536734e+08 nChanged 35754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 3 contains 13772 members 
Mstep: Class 4 contains 112528 members 
Mstep: Class 5 contains 144476 members 
Mstep: Class 6 contains 47465 members 
Mstep: Class 7 contains 32055 members 
Mstep: Class 8 contains 82420 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 205111 members 
Mstep: Class 11 contains 34613 members 
Mstep: Class 12 contains 25632 members 
Mstep: Class 13 contains 36597 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 38766 members 
Mstep: Class 16 contains 85331 members 
Mstep: Class 17 contains 133764 members 
Mstep: Class 18 contains 68286 members 
Mstep: Class 19 contains 185970 members 
Mstep: Class 20 contains 20122 members 
Mstep: Class 21 contains 62354 members 
Mstep: Class 22 contains 109300 members 
Mstep: Class 23 contains 20225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153676736.000000 Penalty: 50922.992188
Iteration 19Q: 23 clusters Score -1.536767e+08 nChanged 29777
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 3 contains 12620 members 
Mstep: Class 4 contains 111740 members 
Mstep: Class 5 contains 146035 members 
Mstep: Class 6 contains 45572 members 
Mstep: Class 7 contains 32697 members 
Mstep: Class 8 contains 81931 members 
Mstep: Class 9 contains 24984 members 
Mstep: Class 10 contains 202534 members 
Mstep: Class 11 contains 34912 members 
Mstep: Class 12 contains 24954 members 
Mstep: Class 13 contains 36061 members 
Mstep: Class 14 contains 14226 members 
Mstep: Class 15 contains 39516 members 
Mstep: Class 16 contains 84836 members 
Mstep: Class 17 contains 135414 members 
Mstep: Class 18 contains 69632 members 
Mstep: Class 19 contains 186445 members 
Mstep: Class 20 contains 20558 members 
Mstep: Class 21 contains 61623 members 
Mstep: Class 22 contains 112493 members 
Mstep: Class 23 contains 19937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153685744.000000 Penalty: 50922.992188
Iteration 20F: 23 clusters Score -1.536857e+08 nChanged 29224
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 4 contains 110461 members 
Mstep: Class 5 contains 146328 members 
Mstep: Class 6 contains 43690 members 
Mstep: Class 7 contains 33185 members 
Mstep: Class 8 contains 81497 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 199682 members 
Mstep: Class 11 contains 35409 members 
Mstep: Class 12 contains 24228 members 
Mstep: Class 13 contains 35402 members 
Mstep: Class 14 contains 14364 members 
Mstep: Class 15 contains 40303 members 
Mstep: Class 16 contains 84330 members 
Mstep: Class 17 contains 137256 members 
Mstep: Class 18 contains 70744 members 
Mstep: Class 19 contains 188790 members 
Mstep: Class 20 contains 21185 members 
Mstep: Class 21 contains 61117 members 
Mstep: Class 22 contains 115304 members 
Mstep: Class 23 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153688896.000000 Penalty: 50922.992188
Iteration 21Q: 23 clusters Score -1.536889e+08 nChanged 27786
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 4 contains 109271 members 
Mstep: Class 5 contains 148177 members 
Mstep: Class 6 contains 41799 members 
Mstep: Class 7 contains 33450 members 
Mstep: Class 8 contains 81094 members 
Mstep: Class 9 contains 24417 members 
Mstep: Class 10 contains 197221 members 
Mstep: Class 11 contains 36082 members 
Mstep: Class 12 contains 23593 members 
Mstep: Class 13 contains 34616 members 
Mstep: Class 14 contains 14474 members 
Mstep: Class 15 contains 41100 members 
Mstep: Class 16 contains 83818 members 
Mstep: Class 17 contains 139129 members 
Mstep: Class 18 contains 71748 members 
Mstep: Class 19 contains 188516 members 
Mstep: Class 20 contains 21864 members 
Mstep: Class 21 contains 61186 members 
Mstep: Class 22 contains 118043 members 
Mstep: Class 23 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153696384.000000 Penalty: 50922.992188
Iteration 22Q: 23 clusters Score -1.536964e+08 nChanged 25452
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 107949 members 
Mstep: Class 5 contains 150474 members 
Mstep: Class 6 contains 40044 members 
Mstep: Class 7 contains 33573 members 
Mstep: Class 8 contains 80794 members 
Mstep: Class 9 contains 24200 members 
Mstep: Class 10 contains 194906 members 
Mstep: Class 11 contains 36942 members 
Mstep: Class 12 contains 23006 members 
Mstep: Class 13 contains 33696 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 41892 members 
Mstep: Class 16 contains 83333 members 
Mstep: Class 17 contains 140816 members 
Mstep: Class 18 contains 72554 members 
Mstep: Class 19 contains 187316 members 
Mstep: Class 20 contains 22652 members 
Mstep: Class 21 contains 61856 members 
Mstep: Class 22 contains 120579 members 
Mstep: Class 23 contains 18881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153706272.000000 Penalty: 50922.992188
Iteration 23Q: 23 clusters Score -1.537063e+08 nChanged 24228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 3 contains 8640 members 
Mstep: Class 4 contains 106281 members 
Mstep: Class 5 contains 152789 members 
Mstep: Class 6 contains 38449 members 
Mstep: Class 7 contains 33567 members 
Mstep: Class 8 contains 80583 members 
Mstep: Class 9 contains 24045 members 
Mstep: Class 10 contains 192722 members 
Mstep: Class 11 contains 37849 members 
Mstep: Class 12 contains 22492 members 
Mstep: Class 13 contains 32941 members 
Mstep: Class 14 contains 14646 members 
Mstep: Class 15 contains 42711 members 
Mstep: Class 16 contains 82865 members 
Mstep: Class 17 contains 142376 members 
Mstep: Class 18 contains 73224 members 
Mstep: Class 19 contains 185763 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 62970 members 
Mstep: Class 22 contains 122884 members 
Mstep: Class 23 contains 18605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153716960.000000 Penalty: 50922.992188
Iteration 24Q: 23 clusters Score -1.53717e+08 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 104271 members 
Mstep: Class 5 contains 154901 members 
Mstep: Class 6 contains 36972 members 
Mstep: Class 7 contains 33489 members 
Mstep: Class 8 contains 80485 members 
Mstep: Class 9 contains 23930 members 
Mstep: Class 10 contains 190753 members 
Mstep: Class 11 contains 38516 members 
Mstep: Class 12 contains 21975 members 
Mstep: Class 13 contains 32718 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 43589 members 
Mstep: Class 16 contains 82478 members 
Mstep: Class 17 contains 143801 members 
Mstep: Class 18 contains 73707 members 
Mstep: Class 19 contains 184227 members 
Mstep: Class 20 contains 23386 members 
Mstep: Class 21 contains 64516 members 
Mstep: Class 22 contains 124822 members 
Mstep: Class 23 contains 18448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153724880.000000 Penalty: 50922.992188
Iteration 25Q: 23 clusters Score -1.537249e+08 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 3 contains 7631 members 
Mstep: Class 4 contains 101758 members 
Mstep: Class 5 contains 156859 members 
Mstep: Class 6 contains 35613 members 
Mstep: Class 7 contains 33332 members 
Mstep: Class 8 contains 80428 members 
Mstep: Class 9 contains 23861 members 
Mstep: Class 10 contains 188948 members 
Mstep: Class 11 contains 38993 members 
Mstep: Class 12 contains 21486 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 44441 members 
Mstep: Class 16 contains 82184 members 
Mstep: Class 17 contains 145091 members 
Mstep: Class 18 contains 74047 members 
Mstep: Class 19 contains 182849 members 
Mstep: Class 20 contains 23380 members 
Mstep: Class 21 contains 66602 members 
Mstep: Class 22 contains 126472 members 
Mstep: Class 23 contains 18530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153730608.000000 Penalty: 50922.992188
Iteration 26Q: 23 clusters Score -1.537306e+08 nChanged 20201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 3 contains 7315 members 
Mstep: Class 4 contains 98818 members 
Mstep: Class 5 contains 158573 members 
Mstep: Class 6 contains 34440 members 
Mstep: Class 7 contains 33217 members 
Mstep: Class 8 contains 80386 members 
Mstep: Class 9 contains 23816 members 
Mstep: Class 10 contains 187222 members 
Mstep: Class 11 contains 39329 members 
Mstep: Class 12 contains 21022 members 
Mstep: Class 13 contains 32520 members 
Mstep: Class 14 contains 14754 members 
Mstep: Class 15 contains 45378 members 
Mstep: Class 16 contains 81924 members 
Mstep: Class 17 contains 146217 members 
Mstep: Class 18 contains 74240 members 
Mstep: Class 19 contains 181690 members 
Mstep: Class 20 contains 23290 members 
Mstep: Class 21 contains 69215 members 
Mstep: Class 22 contains 127735 members 
Mstep: Class 23 contains 18801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153737168.000000 Penalty: 50922.992188
Iteration 27Q: 23 clusters Score -1.537372e+08 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 95478 members 
Mstep: Class 5 contains 159813 members 
Mstep: Class 6 contains 33400 members 
Mstep: Class 7 contains 33099 members 
Mstep: Class 8 contains 80374 members 
Mstep: Class 9 contains 23800 members 
Mstep: Class 10 contains 185621 members 
Mstep: Class 11 contains 39448 members 
Mstep: Class 12 contains 20577 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 15 contains 46310 members 
Mstep: Class 16 contains 81660 members 
Mstep: Class 17 contains 147074 members 
Mstep: Class 18 contains 74322 members 
Mstep: Class 19 contains 181099 members 
Mstep: Class 20 contains 23141 members 
Mstep: Class 21 contains 72194 members 
Mstep: Class 22 contains 128770 members 
Mstep: Class 23 contains 19134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153742768.000000 Penalty: 50922.992188
Iteration 28Q: 23 clusters Score -1.537428e+08 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 91704 members 
Mstep: Class 5 contains 160735 members 
Mstep: Class 6 contains 32549 members 
Mstep: Class 7 contains 32950 members 
Mstep: Class 8 contains 80344 members 
Mstep: Class 9 contains 23827 members 
Mstep: Class 10 contains 184406 members 
Mstep: Class 11 contains 39621 members 
Mstep: Class 12 contains 20046 members 
Mstep: Class 13 contains 32398 members 
Mstep: Class 14 contains 14786 members 
Mstep: Class 15 contains 47287 members 
Mstep: Class 16 contains 81399 members 
Mstep: Class 17 contains 147806 members 
Mstep: Class 18 contains 74397 members 
Mstep: Class 19 contains 180952 members 
Mstep: Class 20 contains 22967 members 
Mstep: Class 21 contains 75413 members 
Mstep: Class 22 contains 129440 members 
Mstep: Class 23 contains 19466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153747344.000000 Penalty: 50922.992188
Iteration 29Q: 23 clusters Score -1.537473e+08 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 4 contains 87806 members 
Mstep: Class 5 contains 161484 members 
Mstep: Class 6 contains 31847 members 
Mstep: Class 7 contains 32799 members 
Mstep: Class 8 contains 80367 members 
Mstep: Class 9 contains 23921 members 
Mstep: Class 10 contains 183430 members 
Mstep: Class 11 contains 39769 members 
Mstep: Class 12 contains 19509 members 
Mstep: Class 13 contains 32290 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 15 contains 48298 members 
Mstep: Class 16 contains 81204 members 
Mstep: Class 17 contains 148351 members 
Mstep: Class 18 contains 74515 members 
Mstep: Class 19 contains 181225 members 
Mstep: Class 20 contains 22771 members 
Mstep: Class 21 contains 78615 members 
Mstep: Class 22 contains 129790 members 
Mstep: Class 23 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153749968.000000 Penalty: 50922.992188
Iteration 30Q: 23 clusters Score -1.5375e+08 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 3 contains 7611 members 
Mstep: Class 4 contains 84078 members 
Mstep: Class 5 contains 162116 members 
Mstep: Class 6 contains 31255 members 
Mstep: Class 7 contains 32699 members 
Mstep: Class 8 contains 80433 members 
Mstep: Class 9 contains 23989 members 
Mstep: Class 10 contains 182662 members 
Mstep: Class 11 contains 39879 members 
Mstep: Class 12 contains 19062 members 
Mstep: Class 13 contains 32113 members 
Mstep: Class 14 contains 14756 members 
Mstep: Class 15 contains 49262 members 
Mstep: Class 16 contains 81052 members 
Mstep: Class 17 contains 148698 members 
Mstep: Class 18 contains 74603 members 
Mstep: Class 19 contains 181648 members 
Mstep: Class 20 contains 22625 members 
Mstep: Class 21 contains 81670 members 
Mstep: Class 22 contains 129944 members 
Mstep: Class 23 contains 19979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153753136.000000 Penalty: 50922.992188
Iteration 31Q: 23 clusters Score -1.537531e+08 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 3 contains 7639 members 
Mstep: Class 4 contains 80619 members 
Mstep: Class 5 contains 162607 members 
Mstep: Class 6 contains 30688 members 
Mstep: Class 7 contains 32617 members 
Mstep: Class 8 contains 80496 members 
Mstep: Class 9 contains 24022 members 
Mstep: Class 10 contains 181998 members 
Mstep: Class 11 contains 39965 members 
Mstep: Class 12 contains 18677 members 
Mstep: Class 13 contains 31952 members 
Mstep: Class 14 contains 14729 members 
Mstep: Class 15 contains 50267 members 
Mstep: Class 16 contains 80996 members 
Mstep: Class 17 contains 148941 members 
Mstep: Class 18 contains 74698 members 
Mstep: Class 19 contains 182288 members 
Mstep: Class 20 contains 22477 members 
Mstep: Class 21 contains 84448 members 
Mstep: Class 22 contains 129899 members 
Mstep: Class 23 contains 20159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153754912.000000 Penalty: 50922.992188
Iteration 32Q: 23 clusters Score -1.537549e+08 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 77504 members 
Mstep: Class 5 contains 163046 members 
Mstep: Class 6 contains 30169 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 80533 members 
Mstep: Class 9 contains 24040 members 
Mstep: Class 10 contains 181522 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 31787 members 
Mstep: Class 14 contains 14687 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 80989 members 
Mstep: Class 17 contains 149063 members 
Mstep: Class 18 contains 74810 members 
Mstep: Class 19 contains 183044 members 
Mstep: Class 20 contains 22316 members 
Mstep: Class 21 contains 86890 members 
Mstep: Class 22 contains 129652 members 
Mstep: Class 23 contains 20338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153757056.000000 Penalty: 50922.992188
Iteration 33Q: 23 clusters Score -1.537571e+08 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 3 contains 7656 members 
Mstep: Class 4 contains 74672 members 
Mstep: Class 5 contains 163409 members 
Mstep: Class 6 contains 29724 members 
Mstep: Class 7 contains 32468 members 
Mstep: Class 8 contains 80592 members 
Mstep: Class 9 contains 24060 members 
Mstep: Class 10 contains 181238 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 18058 members 
Mstep: Class 13 contains 31619 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 15 contains 52206 members 
Mstep: Class 16 contains 80972 members 
Mstep: Class 17 contains 149112 members 
Mstep: Class 18 contains 74922 members 
Mstep: Class 19 contains 183774 members 
Mstep: Class 20 contains 22173 members 
Mstep: Class 21 contains 89234 members 
Mstep: Class 22 contains 129220 members 
Mstep: Class 23 contains 20484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153758384.000000 Penalty: 50922.992188
Iteration 34Q: 23 clusters Score -1.537584e+08 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 3 contains 7658 members 
Mstep: Class 4 contains 72109 members 
Mstep: Class 5 contains 163670 members 
Mstep: Class 6 contains 29298 members 
Mstep: Class 7 contains 32350 members 
Mstep: Class 8 contains 80670 members 
Mstep: Class 9 contains 24078 members 
Mstep: Class 10 contains 181112 members 
Mstep: Class 11 contains 39940 members 
Mstep: Class 12 contains 17778 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 53132 members 
Mstep: Class 16 contains 80981 members 
Mstep: Class 17 contains 149115 members 
Mstep: Class 18 contains 75020 members 
Mstep: Class 19 contains 184467 members 
Mstep: Class 20 contains 22039 members 
Mstep: Class 21 contains 91493 members 
Mstep: Class 22 contains 128734 members 
Mstep: Class 23 contains 20613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153759632.000000 Penalty: 50922.992188
Iteration 35Q: 23 clusters Score -1.537596e+08 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 69776 members 
Mstep: Class 5 contains 163821 members 
Mstep: Class 6 contains 28932 members 
Mstep: Class 7 contains 32252 members 
Mstep: Class 8 contains 80756 members 
Mstep: Class 9 contains 24086 members 
Mstep: Class 10 contains 181203 members 
Mstep: Class 11 contains 39813 members 
Mstep: Class 12 contains 17551 members 
Mstep: Class 13 contains 31316 members 
Mstep: Class 14 contains 14484 members 
Mstep: Class 15 contains 54013 members 
Mstep: Class 16 contains 81003 members 
Mstep: Class 17 contains 149073 members 
Mstep: Class 18 contains 75101 members 
Mstep: Class 19 contains 185121 members 
Mstep: Class 20 contains 21910 members 
Mstep: Class 21 contains 93581 members 
Mstep: Class 22 contains 128124 members 
Mstep: Class 23 contains 20737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153761728.000000 Penalty: 50922.992188
Iteration 36Q: 23 clusters Score -1.537617e+08 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 67544 members 
Mstep: Class 5 contains 163948 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 32128 members 
Mstep: Class 8 contains 80827 members 
Mstep: Class 9 contains 24109 members 
Mstep: Class 10 contains 181586 members 
Mstep: Class 11 contains 39638 members 
Mstep: Class 12 contains 17385 members 
Mstep: Class 13 contains 31207 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 54874 members 
Mstep: Class 16 contains 81106 members 
Mstep: Class 17 contains 148951 members 
Mstep: Class 18 contains 75170 members 
Mstep: Class 19 contains 185753 members 
Mstep: Class 20 contains 21764 members 
Mstep: Class 21 contains 95532 members 
Mstep: Class 22 contains 127317 members 
Mstep: Class 23 contains 20842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153762816.000000 Penalty: 50922.992188
Iteration 37Q: 23 clusters Score -1.537628e+08 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 65487 members 
Mstep: Class 5 contains 164113 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 32011 members 
Mstep: Class 8 contains 80918 members 
Mstep: Class 9 contains 24093 members 
Mstep: Class 10 contains 182187 members 
Mstep: Class 11 contains 39414 members 
Mstep: Class 12 contains 17306 members 
Mstep: Class 13 contains 31116 members 
Mstep: Class 14 contains 14307 members 
Mstep: Class 15 contains 55625 members 
Mstep: Class 16 contains 81248 members 
Mstep: Class 17 contains 148786 members 
Mstep: Class 18 contains 75237 members 
Mstep: Class 19 contains 186271 members 
Mstep: Class 20 contains 21623 members 
Mstep: Class 21 contains 97309 members 
Mstep: Class 22 contains 126417 members 
Mstep: Class 23 contains 20927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153765056.000000 Penalty: 50922.992188
Iteration 38Q: 23 clusters Score -1.537651e+08 nChanged 9703
Entering ConstructFrom: 
Score: -153765056.000000 Penalty: 50922.992188
Entering ConstructFrom: 
Trying to split cluster 1 (34806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Entering Unmasked Estep 
Score: -3568465.750000 Penalty: 1699.351074
	Iteration 0F: 2 clusters Score -3568466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3545212.250000 Penalty: 3398.702148
	Iteration 0F: 3 clusters Score -3545212 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3554448.000000 Penalty: 3398.702148
	Iteration 1F: 3 clusters Score -3554448 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3555119.750000 Penalty: 3398.702148
	Iteration 2Q: 3 clusters Score -3555120 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3555852.250000 Penalty: 3398.702148
	Iteration 3Q: 3 clusters Score -3555852 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3556731.750000 Penalty: 3398.702148
	Iteration 4F: 3 clusters Score -3556732 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3557772.000000 Penalty: 3398.702148
	Iteration 5F: 3 clusters Score -3557772 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3559011.250000 Penalty: 3398.702148
	Iteration 6F: 3 clusters Score -3559011 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3560275.750000 Penalty: 3398.702148
	Iteration 7F: 3 clusters Score -3560276 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3561430.250000 Penalty: 3398.702148
	Iteration 8Q: 3 clusters Score -3561430 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3562513.500000 Penalty: 3398.702148
	Iteration 9Q: 3 clusters Score -3562514 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3563461.000000 Penalty: 3398.702148
	Iteration 10Q: 3 clusters Score -3563461 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3564201.750000 Penalty: 3398.702148
	Iteration 11Q: 3 clusters Score -3564202 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3564799.000000 Penalty: 3398.702148
	Iteration 12Q: 3 clusters Score -3564799 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3565307.000000 Penalty: 3398.702148
	Iteration 13Q: 3 clusters Score -3565307 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3565639.500000 Penalty: 3398.702148
	Iteration 14Q: 3 clusters Score -3565640 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3565886.750000 Penalty: 3398.702148
	Iteration 15Q: 3 clusters Score -3565887 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3566121.000000 Penalty: 3398.702148
	Iteration 16Q: 3 clusters Score -3566121 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3566322.500000 Penalty: 3398.702148
	Iteration 17Q: 3 clusters Score -3566322 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3566467.750000 Penalty: 3398.702148
	Iteration 18Q: 3 clusters Score -3566468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3566590.500000 Penalty: 3398.702148
	Iteration 19Q: 3 clusters Score -3566590 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3566688.000000 Penalty: 3398.702148
	Iteration 20F: 3 clusters Score -3566688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3566762.500000 Penalty: 3398.702148
	Iteration 21Q: 3 clusters Score -3566762 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3566815.250000 Penalty: 3398.702148
	Iteration 22Q: 3 clusters Score -3566815 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3566876.000000 Penalty: 3398.702148
	Iteration 23Q: 3 clusters Score -3566876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3566909.750000 Penalty: 3398.702148
	Iteration 24Q: 3 clusters Score -3566910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3566946.500000 Penalty: 3398.702148
	Iteration 25Q: 3 clusters Score -3566946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3566979.750000 Penalty: 3398.702148
	Iteration 26Q: 3 clusters Score -3566980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3567019.000000 Penalty: 3398.702148
	Iteration 27Q: 3 clusters Score -3567019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3567055.500000 Penalty: 3398.702148
	Iteration 28Q: 3 clusters Score -3567056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3567072.500000 Penalty: 3398.702148
	Iteration 29Q: 3 clusters Score -3567072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3567090.000000 Penalty: 3398.702148
	Iteration 30Q: 3 clusters Score -3567090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3567102.500000 Penalty: 3398.702148
	Iteration 31Q: 3 clusters Score -3567102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3567114.000000 Penalty: 3398.702148
	Iteration 32Q: 3 clusters Score -3567114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3567118.250000 Penalty: 3398.702148
	Iteration 33Q: 3 clusters Score -3567118 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3567126.750000 Penalty: 3398.702148
	Iteration 34Q: 3 clusters Score -3567127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3567128.750000 Penalty: 3398.702148
	Iteration 35Q: 3 clusters Score -3567129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3567135.000000 Penalty: 3398.702148
	Iteration 36Q: 3 clusters Score -3567135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3567136.500000 Penalty: 3398.702148
	Iteration 37Q: 3 clusters Score -3567136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3567135.750000 Penalty: 3398.702148
	Iteration 38Q: 3 clusters Score -3567136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3567140.250000 Penalty: 3398.702148
	Iteration 39Q: 3 clusters Score -3567140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3567139.750000 Penalty: 3398.702148
	Iteration 40F: 3 clusters Score -3567140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3567141.250000 Penalty: 3398.702148
	Iteration 41Q: 3 clusters Score -3567141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3567145.000000 Penalty: 3398.702148
	Iteration 42Q: 3 clusters Score -3567145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3567150.500000 Penalty: 3398.702148
	Iteration 43Q: 3 clusters Score -3567150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3567156.500000 Penalty: 3398.702148
	Iteration 44Q: 3 clusters Score -3567156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3567155.000000 Penalty: 3398.702148
	Iteration 45Q: 3 clusters Score -3567155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3567161.000000 Penalty: 3398.702148
	Iteration 46Q: 3 clusters Score -3567161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3567168.000000 Penalty: 3398.702148
	Iteration 47Q: 3 clusters Score -3567168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3567170.500000 Penalty: 3398.702148
	Iteration 48Q: 3 clusters Score -3567170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3567174.000000 Penalty: 3398.702148
	Iteration 49Q: 3 clusters Score -3567174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3567172.000000 Penalty: 3398.702148
	Iteration 50Q: 3 clusters Score -3567172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3567173.750000 Penalty: 3398.702148
	Iteration 51Q: 3 clusters Score -3567174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3567175.250000 Penalty: 3398.702148
	Iteration 52Q: 3 clusters Score -3567175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3567178.500000 Penalty: 3398.702148
	Iteration 53Q: 3 clusters Score -3567178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3567183.000000 Penalty: 3398.702148
	Iteration 54Q: 3 clusters Score -3567183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3567184.500000 Penalty: 3398.702148
	Iteration 55Q: 3 clusters Score -3567184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3567185.250000 Penalty: 3398.702148
	Iteration 56Q: 3 clusters Score -3567185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3567182.250000 Penalty: 3398.702148
	Iteration 57Q: 3 clusters Score -3567182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3567184.500000 Penalty: 3398.702148
	Iteration 58Q: 3 clusters Score -3567184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3567188.500000 Penalty: 3398.702148
	Iteration 59Q: 3 clusters Score -3567188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3567186.250000 Penalty: 3398.702148
	Iteration 60F: 3 clusters Score -3567186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3567186.750000 Penalty: 3398.702148
	Iteration 61Q: 3 clusters Score -3567187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3567186.500000 Penalty: 3398.702148
	Iteration 62Q: 3 clusters Score -3567186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3567188.000000 Penalty: 3398.702148
	Iteration 63Q: 3 clusters Score -3567188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3567191.500000 Penalty: 3398.702148
	Iteration 64Q: 3 clusters Score -3567192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3567190.500000 Penalty: 3398.702148
	Iteration 65Q: 3 clusters Score -3567190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3567197.000000 Penalty: 3398.702148
	Iteration 66Q: 3 clusters Score -3567197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3567202.500000 Penalty: 3398.702148
	Iteration 67Q: 3 clusters Score -3567202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3567201.750000 Penalty: 3398.702148
	Iteration 68Q: 3 clusters Score -3567202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3567199.250000 Penalty: 3398.702148
	Iteration 69Q: 3 clusters Score -3567199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3567205.000000 Penalty: 3398.702148
	Iteration 70Q: 3 clusters Score -3567205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3567204.750000 Penalty: 3398.702148
	Iteration 71Q: 3 clusters Score -3567205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3567207.000000 Penalty: 3398.702148
	Iteration 72Q: 3 clusters Score -3567207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3567208.000000 Penalty: 3398.702148
	Iteration 73Q: 3 clusters Score -3567208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3567208.500000 Penalty: 3398.702148
	Iteration 74Q: 3 clusters Score -3567208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3567211.250000 Penalty: 3398.702148
	Iteration 75Q: 3 clusters Score -3567211 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3567208.750000 Penalty: 3398.702148
	Iteration 76Q: 3 clusters Score -3567209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3567210.500000 Penalty: 3398.702148
	Iteration 77Q: 3 clusters Score -3567210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3567211.000000 Penalty: 3398.702148
	Iteration 78Q: 3 clusters Score -3567211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3567210.750000 Penalty: 3398.702148
	Iteration 79Q: 3 clusters Score -3567211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3567215.000000 Penalty: 3398.702148
	Iteration 80F: 3 clusters Score -3567215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3567214.000000 Penalty: 3398.702148
	Iteration 81Q: 3 clusters Score -3567214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3567216.000000 Penalty: 3398.702148
	Iteration 82Q: 3 clusters Score -3567216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3567214.500000 Penalty: 3398.702148
	Iteration 83Q: 3 clusters Score -3567214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3567219.250000 Penalty: 3398.702148
	Iteration 84Q: 3 clusters Score -3567219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3567217.750000 Penalty: 3398.702148
	Iteration 85Q: 3 clusters Score -3567218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3567219.500000 Penalty: 3398.702148
	Iteration 86Q: 3 clusters Score -3567220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3567220.750000 Penalty: 3398.702148
	Iteration 87Q: 3 clusters Score -3567221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3567220.750000 Penalty: 3398.702148
	Iteration 88Q: 3 clusters Score -3567221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3567222.250000 Penalty: 3398.702148
	Iteration 89Q: 3 clusters Score -3567222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3567219.750000 Penalty: 3398.702148
	Iteration 90Q: 3 clusters Score -3567220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3567222.750000 Penalty: 3398.702148
	Iteration 91Q: 3 clusters Score -3567223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3567220.250000 Penalty: 3398.702148
	Iteration 92Q: 3 clusters Score -3567220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3567219.750000 Penalty: 3398.702148
	Iteration 93Q: 3 clusters Score -3567220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3567222.250000 Penalty: 3398.702148
	Iteration 94Q: 3 clusters Score -3567222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3567224.250000 Penalty: 3398.702148
	Iteration 95Q: 3 clusters Score -3567224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3567226.250000 Penalty: 3398.702148
	Iteration 96Q: 3 clusters Score -3567226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3567234.000000 Penalty: 3398.702148
	Iteration 97Q: 3 clusters Score -3567234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3567233.000000 Penalty: 3398.702148
	Iteration 98Q: 3 clusters Score -3567233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3567234.250000 Penalty: 3398.702148
	Iteration 99Q: 3 clusters Score -3567234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3567238.750000 Penalty: 3398.702148
	Iteration 100F: 3 clusters Score -3567239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3567238.500000 Penalty: 3398.702148
	Iteration 101Q: 3 clusters Score -3567238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3567235.750000 Penalty: 3398.702148
	Iteration 102Q: 3 clusters Score -3567236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3567234.250000 Penalty: 3398.702148
	Iteration 103Q: 3 clusters Score -3567234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3567235.000000 Penalty: 3398.702148
	Iteration 104Q: 3 clusters Score -3567235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3567235.000000 Penalty: 3398.702148
	Iteration 105F: 3 clusters Score -3567235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Entering Unmasked Estep 
Score: -812931.187500 Penalty: 1453.764648
	Iteration 0F: 2 clusters Score -812931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -807322.500000 Penalty: 2907.529297
	Iteration 0F: 3 clusters Score -807322.5 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -809253.062500 Penalty: 2907.529297
	Iteration 1F: 3 clusters Score -809253.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -809645.812500 Penalty: 2907.529297
	Iteration 2F: 3 clusters Score -809645.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -809990.000000 Penalty: 2907.529297
	Iteration 3F: 3 clusters Score -809990 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -810296.375000 Penalty: 2907.529297
	Iteration 4F: 3 clusters Score -810296.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -810577.187500 Penalty: 2907.529297
	Iteration 5Q: 3 clusters Score -810577.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -810769.937500 Penalty: 2907.529297
	Iteration 6Q: 3 clusters Score -810769.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -810914.000000 Penalty: 2907.529297
	Iteration 7Q: 3 clusters Score -810914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -811036.187500 Penalty: 2907.529297
	Iteration 8Q: 3 clusters Score -811036.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -811137.562500 Penalty: 2907.529297
	Iteration 9Q: 3 clusters Score -811137.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -811242.875000 Penalty: 2907.529297
	Iteration 10Q: 3 clusters Score -811242.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -811320.125000 Penalty: 2907.529297
	Iteration 11Q: 3 clusters Score -811320.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -811382.875000 Penalty: 2907.529297
	Iteration 12Q: 3 clusters Score -811382.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -811443.062500 Penalty: 2907.529297
	Iteration 13Q: 3 clusters Score -811443.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -811520.750000 Penalty: 2907.529297
	Iteration 14Q: 3 clusters Score -811520.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -811621.125000 Penalty: 2907.529297
	Iteration 15Q: 3 clusters Score -811621.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -811786.750000 Penalty: 2907.529297
	Iteration 16Q: 3 clusters Score -811786.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -811957.062500 Penalty: 2907.529297
	Iteration 17Q: 3 clusters Score -811957.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -812134.812500 Penalty: 2907.529297
	Iteration 18Q: 3 clusters Score -812134.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -812266.000000 Penalty: 2907.529297
	Iteration 19Q: 3 clusters Score -812266 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -812332.750000 Penalty: 2907.529297
	Iteration 20F: 3 clusters Score -812332.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -812376.750000 Penalty: 2907.529297
	Iteration 21Q: 3 clusters Score -812376.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -812415.750000 Penalty: 2907.529297
	Iteration 22Q: 3 clusters Score -812415.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -812463.750000 Penalty: 2907.529297
	Iteration 23Q: 3 clusters Score -812463.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -812508.187500 Penalty: 2907.529297
	Iteration 24Q: 3 clusters Score -812508.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -812553.000000 Penalty: 2907.529297
	Iteration 25Q: 3 clusters Score -812553 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -812592.000000 Penalty: 2907.529297
	Iteration 26Q: 3 clusters Score -812592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -812617.750000 Penalty: 2907.529297
	Iteration 27Q: 3 clusters Score -812617.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -812638.812500 Penalty: 2907.529297
	Iteration 28Q: 3 clusters Score -812638.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -812656.437500 Penalty: 2907.529297
	Iteration 29Q: 3 clusters Score -812656.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -812667.875000 Penalty: 2907.529297
	Iteration 30Q: 3 clusters Score -812667.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -812675.687500 Penalty: 2907.529297
	Iteration 31Q: 3 clusters Score -812675.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -812685.875000 Penalty: 2907.529297
	Iteration 32Q: 3 clusters Score -812685.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -812694.562500 Penalty: 2907.529297
	Iteration 33Q: 3 clusters Score -812694.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -812701.437500 Penalty: 2907.529297
	Iteration 34Q: 3 clusters Score -812701.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -812708.062500 Penalty: 2907.529297
	Iteration 35Q: 3 clusters Score -812708.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -812716.062500 Penalty: 2907.529297
	Iteration 36Q: 3 clusters Score -812716.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -812726.062500 Penalty: 2907.529297
	Iteration 37Q: 3 clusters Score -812726.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -812731.875000 Penalty: 2907.529297
	Iteration 38Q: 3 clusters Score -812731.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -812738.750000 Penalty: 2907.529297
	Iteration 39Q: 3 clusters Score -812738.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -812748.687500 Penalty: 2907.529297
	Iteration 40F: 3 clusters Score -812748.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -812760.062500 Penalty: 2907.529297
	Iteration 41Q: 3 clusters Score -812760.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -812770.187500 Penalty: 2907.529297
	Iteration 42Q: 3 clusters Score -812770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -812776.750000 Penalty: 2907.529297
	Iteration 43Q: 3 clusters Score -812776.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -812787.625000 Penalty: 2907.529297
	Iteration 44Q: 3 clusters Score -812787.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -812793.187500 Penalty: 2907.529297
	Iteration 45Q: 3 clusters Score -812793.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -812796.750000 Penalty: 2907.529297
	Iteration 46Q: 3 clusters Score -812796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -812800.562500 Penalty: 2907.529297
	Iteration 47Q: 3 clusters Score -812800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -812806.687500 Penalty: 2907.529297
	Iteration 48Q: 3 clusters Score -812806.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -812811.750000 Penalty: 2907.529297
	Iteration 49Q: 3 clusters Score -812811.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -812813.250000 Penalty: 2907.529297
	Iteration 50Q: 3 clusters Score -812813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -812819.312500 Penalty: 2907.529297
	Iteration 51Q: 3 clusters Score -812819.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -812824.625000 Penalty: 2907.529297
	Iteration 52Q: 3 clusters Score -812824.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -812826.687500 Penalty: 2907.529297
	Iteration 53Q: 3 clusters Score -812826.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -812835.625000 Penalty: 2907.529297
	Iteration 54Q: 3 clusters Score -812835.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -812841.625000 Penalty: 2907.529297
	Iteration 55Q: 3 clusters Score -812841.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -812845.812500 Penalty: 2907.529297
	Iteration 56Q: 3 clusters Score -812845.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -812853.312500 Penalty: 2907.529297
	Iteration 57Q: 3 clusters Score -812853.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -812858.250000 Penalty: 2907.529297
	Iteration 58Q: 3 clusters Score -812858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -812860.375000 Penalty: 2907.529297
	Iteration 59Q: 3 clusters Score -812860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -812862.187500 Penalty: 2907.529297
	Iteration 60F: 3 clusters Score -812862.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -812867.250000 Penalty: 2907.529297
	Iteration 61Q: 3 clusters Score -812867.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -812871.375000 Penalty: 2907.529297
	Iteration 62Q: 3 clusters Score -812871.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -812874.000000 Penalty: 2907.529297
	Iteration 63Q: 3 clusters Score -812874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -812875.062500 Penalty: 2907.529297
	Iteration 64Q: 3 clusters Score -812875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -812877.125000 Penalty: 2907.529297
	Iteration 65Q: 3 clusters Score -812877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -812879.875000 Penalty: 2907.529297
	Iteration 66Q: 3 clusters Score -812879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -812881.812500 Penalty: 2907.529297
	Iteration 67Q: 3 clusters Score -812881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -812885.437500 Penalty: 2907.529297
	Iteration 68Q: 3 clusters Score -812885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -812888.437500 Penalty: 2907.529297
	Iteration 69Q: 3 clusters Score -812888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -812888.437500 Penalty: 2907.529297
	Iteration 70Q: 3 clusters Score -812888.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -812890.062500 Penalty: 2907.529297
	Iteration 71Q: 3 clusters Score -812890.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -812893.000000 Penalty: 2907.529297
	Iteration 72Q: 3 clusters Score -812893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -812893.937500 Penalty: 2907.529297
	Iteration 73Q: 3 clusters Score -812893.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -812893.937500 Penalty: 2907.529297
	Iteration 74Q: 3 clusters Score -812893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -812895.812500 Penalty: 2907.529297
	Iteration 75Q: 3 clusters Score -812895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -812895.562500 Penalty: 2907.529297
	Iteration 76Q: 3 clusters Score -812895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -812895.937500 Penalty: 2907.529297
	Iteration 77Q: 3 clusters Score -812895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -812897.312500 Penalty: 2907.529297
	Iteration 78Q: 3 clusters Score -812897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -812896.812500 Penalty: 2907.529297
	Iteration 79Q: 3 clusters Score -812896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -812898.750000 Penalty: 2907.529297
	Iteration 80F: 3 clusters Score -812898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -812901.125000 Penalty: 2907.529297
	Iteration 81Q: 3 clusters Score -812901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -812900.375000 Penalty: 2907.529297
	Iteration 82Q: 3 clusters Score -812900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -812901.750000 Penalty: 2907.529297
	Iteration 83Q: 3 clusters Score -812901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -812903.312500 Penalty: 2907.529297
	Iteration 84Q: 3 clusters Score -812903.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -812906.000000 Penalty: 2907.529297
	Iteration 85Q: 3 clusters Score -812906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -812912.812500 Penalty: 2907.529297
	Iteration 86Q: 3 clusters Score -812912.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -812917.437500 Penalty: 2907.529297
	Iteration 87Q: 3 clusters Score -812917.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -812919.812500 Penalty: 2907.529297
	Iteration 88Q: 3 clusters Score -812919.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -812923.312500 Penalty: 2907.529297
	Iteration 89Q: 3 clusters Score -812923.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -812922.562500 Penalty: 2907.529297
	Iteration 90Q: 3 clusters Score -812922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -812926.937500 Penalty: 2907.529297
	Iteration 91Q: 3 clusters Score -812926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -812928.437500 Penalty: 2907.529297
	Iteration 92Q: 3 clusters Score -812928.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -812930.687500 Penalty: 2907.529297
	Iteration 93Q: 3 clusters Score -812930.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -812933.562500 Penalty: 2907.529297
	Iteration 94Q: 3 clusters Score -812933.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -812934.375000 Penalty: 2907.529297
	Iteration 95Q: 3 clusters Score -812934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -812936.875000 Penalty: 2907.529297
	Iteration 96Q: 3 clusters Score -812936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -812937.437500 Penalty: 2907.529297
	Iteration 97Q: 3 clusters Score -812937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -812938.250000 Penalty: 2907.529297
	Iteration 98Q: 3 clusters Score -812938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -812937.875000 Penalty: 2907.529297
	Iteration 99Q: 3 clusters Score -812937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -812938.437500 Penalty: 2907.529297
	Iteration 100F: 3 clusters Score -812938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -812938.812500 Penalty: 2907.529297
	Iteration 101Q: 3 clusters Score -812938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -812939.312500 Penalty: 2907.529297
	Iteration 102Q: 3 clusters Score -812939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -812938.500000 Penalty: 2907.529297
	Iteration 103Q: 3 clusters Score -812938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -812940.562500 Penalty: 2907.529297
	Iteration 104Q: 3 clusters Score -812940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -812943.437500 Penalty: 2907.529297
	Iteration 105Q: 3 clusters Score -812943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -812944.000000 Penalty: 2907.529297
	Iteration 106Q: 3 clusters Score -812944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -812946.375000 Penalty: 2907.529297
	Iteration 107Q: 3 clusters Score -812946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -812947.687500 Penalty: 2907.529297
	Iteration 108Q: 3 clusters Score -812947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -812949.812500 Penalty: 2907.529297
	Iteration 109Q: 3 clusters Score -812949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -812951.875000 Penalty: 2907.529297
	Iteration 110Q: 3 clusters Score -812951.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -812953.437500 Penalty: 2907.529297
	Iteration 111Q: 3 clusters Score -812953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -812955.000000 Penalty: 2907.529297
	Iteration 112Q: 3 clusters Score -812955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -812957.625000 Penalty: 2907.529297
	Iteration 113Q: 3 clusters Score -812957.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -812959.000000 Penalty: 2907.529297
	Iteration 114Q: 3 clusters Score -812959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -812962.125000 Penalty: 2907.529297
	Iteration 115Q: 3 clusters Score -812962.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -812970.187500 Penalty: 2907.529297
	Iteration 116Q: 3 clusters Score -812970.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -812979.187500 Penalty: 2907.529297
	Iteration 117Q: 3 clusters Score -812979.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -812992.250000 Penalty: 2907.529297
	Iteration 118Q: 3 clusters Score -812992.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -813010.250000 Penalty: 2907.529297
	Iteration 119Q: 3 clusters Score -813010.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -813027.125000 Penalty: 2907.529297
	Iteration 120F: 3 clusters Score -813027.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -813051.875000 Penalty: 2907.529297
	Iteration 121Q: 3 clusters Score -813051.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -813081.312500 Penalty: 2907.529297
	Iteration 122Q: 3 clusters Score -813081.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -813124.125000 Penalty: 2907.529297
	Iteration 123Q: 3 clusters Score -813124.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -813174.625000 Penalty: 2907.529297
	Iteration 124Q: 3 clusters Score -813174.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -813215.500000 Penalty: 2907.529297
	Iteration 125Q: 3 clusters Score -813215.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -813249.187500 Penalty: 2907.529297
	Iteration 126Q: 3 clusters Score -813249.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -813275.437500 Penalty: 2907.529297
	Iteration 127Q: 3 clusters Score -813275.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -813294.625000 Penalty: 2907.529297
	Iteration 128Q: 3 clusters Score -813294.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -813311.375000 Penalty: 2907.529297
	Iteration 129Q: 3 clusters Score -813311.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -813327.687500 Penalty: 2907.529297
	Iteration 130Q: 3 clusters Score -813327.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -813338.687500 Penalty: 2907.529297
	Iteration 131Q: 3 clusters Score -813338.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -813353.875000 Penalty: 2907.529297
	Iteration 132Q: 3 clusters Score -813353.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -813378.937500 Penalty: 2907.529297
	Iteration 133Q: 3 clusters Score -813378.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -813400.437500 Penalty: 2907.529297
	Iteration 134Q: 3 clusters Score -813400.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -813411.375000 Penalty: 2907.529297
	Iteration 135Q: 3 clusters Score -813411.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -813417.187500 Penalty: 2907.529297
	Iteration 136Q: 3 clusters Score -813417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -813418.562500 Penalty: 2907.529297
	Iteration 137Q: 3 clusters Score -813418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -813419.062500 Penalty: 2907.529297
	Iteration 138Q: 3 clusters Score -813419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -813423.125000 Penalty: 2907.529297
	Iteration 139Q: 3 clusters Score -813423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -813422.437500 Penalty: 2907.529297
	Iteration 140F: 3 clusters Score -813422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -813421.937500 Penalty: 2907.529297
	Iteration 141Q: 3 clusters Score -813421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -813421.937500 Penalty: 2907.529297
	Iteration 142F: 3 clusters Score -813421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 63528 members 
Mstep: Class 5 contains 164333 members 
Mstep: Class 6 contains 28030 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 24048 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Entering Unmasked Estep 
Score: -153765296.000000 Penalty: 53237.671875
Splitting cluster 3 changes total score from -153765056.000000 to -153765296.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (63528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Entering Unmasked Estep 
Score: -6455410.500000 Penalty: 1797.125732
	Iteration 0F: 2 clusters Score -6455410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6412984.500000 Penalty: 3594.251465
	Iteration 0F: 3 clusters Score -6412984 nChanged 30079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -6432935.500000 Penalty: 3594.251465
	Iteration 1F: 3 clusters Score -6432936 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -6437521.000000 Penalty: 3594.251465
	Iteration 2F: 3 clusters Score -6437521 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -6442844.000000 Penalty: 3594.251465
	Iteration 3F: 3 clusters Score -6442844 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -6446782.000000 Penalty: 3594.251465
	Iteration 4F: 3 clusters Score -6446782 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6448680.500000 Penalty: 3594.251465
	Iteration 5F: 3 clusters Score -6448680 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -6449543.000000 Penalty: 3594.251465
	Iteration 6Q: 3 clusters Score -6449543 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -6450069.000000 Penalty: 3594.251465
	Iteration 7Q: 3 clusters Score -6450069 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6450449.500000 Penalty: 3594.251465
	Iteration 8Q: 3 clusters Score -6450450 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6450810.000000 Penalty: 3594.251465
	Iteration 9Q: 3 clusters Score -6450810 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -6451175.500000 Penalty: 3594.251465
	Iteration 10Q: 3 clusters Score -6451176 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -6451533.000000 Penalty: 3594.251465
	Iteration 11Q: 3 clusters Score -6451533 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -6451866.000000 Penalty: 3594.251465
	Iteration 12Q: 3 clusters Score -6451866 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -6452233.500000 Penalty: 3594.251465
	Iteration 13Q: 3 clusters Score -6452234 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -6452561.000000 Penalty: 3594.251465
	Iteration 14Q: 3 clusters Score -6452561 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -6452922.500000 Penalty: 3594.251465
	Iteration 15Q: 3 clusters Score -6452922 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6453172.000000 Penalty: 3594.251465
	Iteration 16Q: 3 clusters Score -6453172 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -6453455.500000 Penalty: 3594.251465
	Iteration 17Q: 3 clusters Score -6453456 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -6453726.000000 Penalty: 3594.251465
	Iteration 18Q: 3 clusters Score -6453726 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -6453943.500000 Penalty: 3594.251465
	Iteration 19Q: 3 clusters Score -6453944 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -6454146.000000 Penalty: 3594.251465
	Iteration 20F: 3 clusters Score -6454146 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -6454342.000000 Penalty: 3594.251465
	Iteration 21Q: 3 clusters Score -6454342 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -6454589.500000 Penalty: 3594.251465
	Iteration 22Q: 3 clusters Score -6454590 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -6454887.500000 Penalty: 3594.251465
	Iteration 23Q: 3 clusters Score -6454888 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -6455310.000000 Penalty: 3594.251465
	Iteration 24Q: 3 clusters Score -6455310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -6455484.500000 Penalty: 3594.251465
	Iteration 25Q: 3 clusters Score -6455484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -6455562.000000 Penalty: 3594.251465
	Iteration 26Q: 3 clusters Score -6455562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -6455605.000000 Penalty: 3594.251465
	Iteration 27Q: 3 clusters Score -6455605 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -6455632.000000 Penalty: 3594.251465
	Iteration 28Q: 3 clusters Score -6455632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -6455634.000000 Penalty: 3594.251465
	Iteration 29Q: 3 clusters Score -6455634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -6455628.500000 Penalty: 3594.251465
	Iteration 30Q: 3 clusters Score -6455628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -6455636.000000 Penalty: 3594.251465
	Iteration 31Q: 3 clusters Score -6455636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -6455638.500000 Penalty: 3594.251465
	Iteration 32Q: 3 clusters Score -6455638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -6455644.500000 Penalty: 3594.251465
	Iteration 33Q: 3 clusters Score -6455644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -6455643.500000 Penalty: 3594.251465
	Iteration 34Q: 3 clusters Score -6455644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -6455647.000000 Penalty: 3594.251465
	Iteration 35Q: 3 clusters Score -6455647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -6455644.000000 Penalty: 3594.251465
	Iteration 36Q: 3 clusters Score -6455644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -6455652.000000 Penalty: 3594.251465
	Iteration 37Q: 3 clusters Score -6455652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -6455655.000000 Penalty: 3594.251465
	Iteration 38Q: 3 clusters Score -6455655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -6455654.000000 Penalty: 3594.251465
	Iteration 39Q: 3 clusters Score -6455654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -6455655.500000 Penalty: 3594.251465
	Iteration 40F: 3 clusters Score -6455656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -6455658.500000 Penalty: 3594.251465
	Iteration 41Q: 3 clusters Score -6455658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -6455657.000000 Penalty: 3594.251465
	Iteration 42Q: 3 clusters Score -6455657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -6455655.500000 Penalty: 3594.251465
	Iteration 43Q: 3 clusters Score -6455656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -6455657.500000 Penalty: 3594.251465
	Iteration 44Q: 3 clusters Score -6455658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -6455657.500000 Penalty: 3594.251465
	Iteration 45Q: 3 clusters Score -6455658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -6455660.000000 Penalty: 3594.251465
	Iteration 46Q: 3 clusters Score -6455660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -6455662.500000 Penalty: 3594.251465
	Iteration 47Q: 3 clusters Score -6455662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -6455661.000000 Penalty: 3594.251465
	Iteration 48Q: 3 clusters Score -6455661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -6455657.500000 Penalty: 3594.251465
	Iteration 49Q: 3 clusters Score -6455658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -6455660.000000 Penalty: 3594.251465
	Iteration 50Q: 3 clusters Score -6455660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -6455656.500000 Penalty: 3594.251465
	Iteration 51Q: 3 clusters Score -6455656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -6455667.000000 Penalty: 3594.251465
	Iteration 52Q: 3 clusters Score -6455667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -6455662.500000 Penalty: 3594.251465
	Iteration 53Q: 3 clusters Score -6455662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -6455667.000000 Penalty: 3594.251465
	Iteration 54Q: 3 clusters Score -6455667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -6455661.000000 Penalty: 3594.251465
	Iteration 55Q: 3 clusters Score -6455661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -6455659.500000 Penalty: 3594.251465
	Iteration 56Q: 3 clusters Score -6455660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -6455659.500000 Penalty: 3594.251465
	Iteration 57F: 3 clusters Score -6455660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 164333 members 
Mstep: Class 6 contains 28030 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 24048 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Entering Unmasked Estep 
Score: -153765872.000000 Penalty: 55552.351562
Splitting cluster 4 changes total score from -153765056.000000 to -153765872.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (164333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Entering Unmasked Estep 
Score: -16936786.000000 Penalty: 1951.568115
	Iteration 0F: 2 clusters Score -1.693679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -16832738.000000 Penalty: 3903.136230
	Iteration 0F: 3 clusters Score -1.683274e+07 nChanged 79405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -16880328.000000 Penalty: 3903.136230
	Iteration 1F: 3 clusters Score -1.688033e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -16883184.000000 Penalty: 3903.136230
	Iteration 2Q: 3 clusters Score -1.688318e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -16888256.000000 Penalty: 3903.136230
	Iteration 3F: 3 clusters Score -1.688826e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -16896134.000000 Penalty: 3903.136230
	Iteration 4F: 3 clusters Score -1.689613e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -16906124.000000 Penalty: 3903.136230
	Iteration 5F: 3 clusters Score -1.690612e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -16916502.000000 Penalty: 3903.136230
	Iteration 6F: 3 clusters Score -1.69165e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -16925660.000000 Penalty: 3903.136230
	Iteration 7F: 3 clusters Score -1.692566e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -16932572.000000 Penalty: 3903.136230
	Iteration 8Q: 3 clusters Score -1.693257e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -16936596.000000 Penalty: 3903.136230
	Iteration 9Q: 3 clusters Score -1.69366e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -16938428.000000 Penalty: 3903.136230
	Iteration 10Q: 3 clusters Score -1.693843e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -16939330.000000 Penalty: 3903.136230
	Iteration 11Q: 3 clusters Score -1.693933e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -16939716.000000 Penalty: 3903.136230
	Iteration 12Q: 3 clusters Score -1.693972e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -16939962.000000 Penalty: 3903.136230
	Iteration 13Q: 3 clusters Score -1.693996e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 153459 members 
Entering Unmasked Estep 
Score: -16940140.000000 Penalty: 3903.136230
	Iteration 14Q: 3 clusters Score -1.694014e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -16940204.000000 Penalty: 3903.136230
	Iteration 15Q: 3 clusters Score -1.69402e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -16940216.000000 Penalty: 3903.136230
	Iteration 16Q: 3 clusters Score -1.694022e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 155555 members 
Entering Unmasked Estep 
Score: -16940306.000000 Penalty: 3903.136230
	Iteration 17Q: 3 clusters Score -1.694031e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 156026 members 
Entering Unmasked Estep 
Score: -16940276.000000 Penalty: 3903.136230
	Iteration 18Q: 3 clusters Score -1.694028e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 156426 members 
Entering Unmasked Estep 
Score: -16940330.000000 Penalty: 3903.136230
	Iteration 19Q: 3 clusters Score -1.694033e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -16940306.000000 Penalty: 3903.136230
	Iteration 20F: 3 clusters Score -1.694031e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -16940312.000000 Penalty: 3903.136230
	Iteration 21Q: 3 clusters Score -1.694031e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -16940310.000000 Penalty: 3903.136230
	Iteration 22Q: 3 clusters Score -1.694031e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 157422 members 
Entering Unmasked Estep 
Score: -16940338.000000 Penalty: 3903.136230
	Iteration 23Q: 3 clusters Score -1.694034e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -16940302.000000 Penalty: 3903.136230
	Iteration 24Q: 3 clusters Score -1.69403e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -16940296.000000 Penalty: 3903.136230
	Iteration 25Q: 3 clusters Score -1.69403e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -16940238.000000 Penalty: 3903.136230
	Iteration 26Q: 3 clusters Score -1.694024e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -16940252.000000 Penalty: 3903.136230
	Iteration 27Q: 3 clusters Score -1.694025e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 158010 members 
Entering Unmasked Estep 
Score: -16940240.000000 Penalty: 3903.136230
	Iteration 28Q: 3 clusters Score -1.694024e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -16940236.000000 Penalty: 3903.136230
	Iteration 29Q: 3 clusters Score -1.694024e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -16940194.000000 Penalty: 3903.136230
	Iteration 30Q: 3 clusters Score -1.694019e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -16940206.000000 Penalty: 3903.136230
	Iteration 31Q: 3 clusters Score -1.694021e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -16940168.000000 Penalty: 3903.136230
	Iteration 32Q: 3 clusters Score -1.694017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -16940154.000000 Penalty: 3903.136230
	Iteration 33Q: 3 clusters Score -1.694015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 158361 members 
Entering Unmasked Estep 
Score: -16940164.000000 Penalty: 3903.136230
	Iteration 34Q: 3 clusters Score -1.694016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -16940166.000000 Penalty: 3903.136230
	Iteration 35Q: 3 clusters Score -1.694017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 158412 members 
Entering Unmasked Estep 
Score: -16940172.000000 Penalty: 3903.136230
	Iteration 36Q: 3 clusters Score -1.694017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 158435 members 
Entering Unmasked Estep 
Score: -16940144.000000 Penalty: 3903.136230
	Iteration 37Q: 3 clusters Score -1.694014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -16940120.000000 Penalty: 3903.136230
	Iteration 38Q: 3 clusters Score -1.694012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 158471 members 
Entering Unmasked Estep 
Score: -16940124.000000 Penalty: 3903.136230
	Iteration 39Q: 3 clusters Score -1.694012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 158488 members 
Entering Unmasked Estep 
Score: -16940090.000000 Penalty: 3903.136230
	Iteration 40F: 3 clusters Score -1.694009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -16940072.000000 Penalty: 3903.136230
	Iteration 41Q: 3 clusters Score -1.694007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 158523 members 
Entering Unmasked Estep 
Score: -16940062.000000 Penalty: 3903.136230
	Iteration 42Q: 3 clusters Score -1.694006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -16940042.000000 Penalty: 3903.136230
	Iteration 43Q: 3 clusters Score -1.694004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -16940034.000000 Penalty: 3903.136230
	Iteration 44Q: 3 clusters Score -1.694003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -16940044.000000 Penalty: 3903.136230
	Iteration 45Q: 3 clusters Score -1.694004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 158569 members 
Entering Unmasked Estep 
Score: -16940030.000000 Penalty: 3903.136230
	Iteration 46Q: 3 clusters Score -1.694003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 158577 members 
Entering Unmasked Estep 
Score: -16940024.000000 Penalty: 3903.136230
	Iteration 47Q: 3 clusters Score -1.694002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -16940014.000000 Penalty: 3903.136230
	Iteration 48Q: 3 clusters Score -1.694001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 158589 members 
Entering Unmasked Estep 
Score: -16940010.000000 Penalty: 3903.136230
	Iteration 49Q: 3 clusters Score -1.694001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -16940004.000000 Penalty: 3903.136230
	Iteration 50Q: 3 clusters Score -1.694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -16940000.000000 Penalty: 3903.136230
	Iteration 51Q: 3 clusters Score -1.694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -16940002.000000 Penalty: 3903.136230
	Iteration 52Q: 3 clusters Score -1.694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -16940000.000000 Penalty: 3903.136230
	Iteration 53Q: 3 clusters Score -1.694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -16940004.000000 Penalty: 3903.136230
	Iteration 54Q: 3 clusters Score -1.694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 158604 members 
Entering Unmasked Estep 
Score: -16940002.000000 Penalty: 3903.136230
	Iteration 55Q: 3 clusters Score -1.694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -16940000.000000 Penalty: 3903.136230
	Iteration 56Q: 3 clusters Score -1.694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -16940002.000000 Penalty: 3903.136230
	Iteration 57Q: 3 clusters Score -1.694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 158608 members 
Entering Unmasked Estep 
Score: -16940008.000000 Penalty: 3903.136230
	Iteration 58Q: 3 clusters Score -1.694001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 158608 members 
Entering Unmasked Estep 
Score: -16940008.000000 Penalty: 3903.136230
	Iteration 59F: 3 clusters Score -1.694001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 28030 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 24048 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Entering Unmasked Estep 
Score: -153768896.000000 Penalty: 57867.035156
Splitting cluster 5 changes total score from -153765056.000000 to -153768896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (28030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Entering Unmasked Estep 
Score: -2889047.500000 Penalty: 1664.167480
	Iteration 0F: 2 clusters Score -2889048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2870098.000000 Penalty: 3328.334961
	Iteration 0F: 3 clusters Score -2870098 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2877942.000000 Penalty: 3328.334961
	Iteration 1F: 3 clusters Score -2877942 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2879347.500000 Penalty: 3328.334961
	Iteration 2F: 3 clusters Score -2879348 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2880992.500000 Penalty: 3328.334961
	Iteration 3F: 3 clusters Score -2880992 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2882842.250000 Penalty: 3328.334961
	Iteration 4F: 3 clusters Score -2882842 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2884580.750000 Penalty: 3328.334961
	Iteration 5F: 3 clusters Score -2884581 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2885893.000000 Penalty: 3328.334961
	Iteration 6F: 3 clusters Score -2885893 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2886712.750000 Penalty: 3328.334961
	Iteration 7Q: 3 clusters Score -2886713 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2887166.750000 Penalty: 3328.334961
	Iteration 8Q: 3 clusters Score -2887167 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2887477.250000 Penalty: 3328.334961
	Iteration 9Q: 3 clusters Score -2887477 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2887722.000000 Penalty: 3328.334961
	Iteration 10Q: 3 clusters Score -2887722 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2887923.250000 Penalty: 3328.334961
	Iteration 11Q: 3 clusters Score -2887923 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2888082.000000 Penalty: 3328.334961
	Iteration 12Q: 3 clusters Score -2888082 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2888238.500000 Penalty: 3328.334961
	Iteration 13Q: 3 clusters Score -2888238 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2888372.250000 Penalty: 3328.334961
	Iteration 14Q: 3 clusters Score -2888372 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2888507.250000 Penalty: 3328.334961
	Iteration 15Q: 3 clusters Score -2888507 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2888637.750000 Penalty: 3328.334961
	Iteration 16Q: 3 clusters Score -2888638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2888789.750000 Penalty: 3328.334961
	Iteration 17Q: 3 clusters Score -2888790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2888889.750000 Penalty: 3328.334961
	Iteration 18Q: 3 clusters Score -2888890 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2888986.750000 Penalty: 3328.334961
	Iteration 19Q: 3 clusters Score -2888987 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2889059.500000 Penalty: 3328.334961
	Iteration 20F: 3 clusters Score -2889060 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2889108.500000 Penalty: 3328.334961
	Iteration 21Q: 3 clusters Score -2889108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2889135.250000 Penalty: 3328.334961
	Iteration 22Q: 3 clusters Score -2889135 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2889151.750000 Penalty: 3328.334961
	Iteration 23Q: 3 clusters Score -2889152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2889170.000000 Penalty: 3328.334961
	Iteration 24Q: 3 clusters Score -2889170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2889204.000000 Penalty: 3328.334961
	Iteration 25Q: 3 clusters Score -2889204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -2889218.000000 Penalty: 3328.334961
	Iteration 26Q: 3 clusters Score -2889218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2889236.500000 Penalty: 3328.334961
	Iteration 27Q: 3 clusters Score -2889236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -2889263.750000 Penalty: 3328.334961
	Iteration 28Q: 3 clusters Score -2889264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2889286.250000 Penalty: 3328.334961
	Iteration 29Q: 3 clusters Score -2889286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2889307.000000 Penalty: 3328.334961
	Iteration 30Q: 3 clusters Score -2889307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2889339.000000 Penalty: 3328.334961
	Iteration 31Q: 3 clusters Score -2889339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2889355.000000 Penalty: 3328.334961
	Iteration 32Q: 3 clusters Score -2889355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2889381.250000 Penalty: 3328.334961
	Iteration 33Q: 3 clusters Score -2889381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2889413.500000 Penalty: 3328.334961
	Iteration 34Q: 3 clusters Score -2889414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2889440.000000 Penalty: 3328.334961
	Iteration 35Q: 3 clusters Score -2889440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2889469.250000 Penalty: 3328.334961
	Iteration 36Q: 3 clusters Score -2889469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2889492.250000 Penalty: 3328.334961
	Iteration 37Q: 3 clusters Score -2889492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -2889507.250000 Penalty: 3328.334961
	Iteration 38Q: 3 clusters Score -2889507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -2889527.000000 Penalty: 3328.334961
	Iteration 39Q: 3 clusters Score -2889527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -2889559.750000 Penalty: 3328.334961
	Iteration 40F: 3 clusters Score -2889560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2889613.500000 Penalty: 3328.334961
	Iteration 41Q: 3 clusters Score -2889614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2889665.000000 Penalty: 3328.334961
	Iteration 42Q: 3 clusters Score -2889665 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -2889722.000000 Penalty: 3328.334961
	Iteration 43Q: 3 clusters Score -2889722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -2889764.250000 Penalty: 3328.334961
	Iteration 44Q: 3 clusters Score -2889764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2889805.250000 Penalty: 3328.334961
	Iteration 45Q: 3 clusters Score -2889805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -2889846.750000 Penalty: 3328.334961
	Iteration 46Q: 3 clusters Score -2889847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2889881.250000 Penalty: 3328.334961
	Iteration 47Q: 3 clusters Score -2889881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2889926.250000 Penalty: 3328.334961
	Iteration 48Q: 3 clusters Score -2889926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -2889966.250000 Penalty: 3328.334961
	Iteration 49Q: 3 clusters Score -2889966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2889980.750000 Penalty: 3328.334961
	Iteration 50Q: 3 clusters Score -2889981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -2889981.000000 Penalty: 3328.334961
	Iteration 51Q: 3 clusters Score -2889981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -2889993.250000 Penalty: 3328.334961
	Iteration 52Q: 3 clusters Score -2889993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -2889991.500000 Penalty: 3328.334961
	Iteration 53Q: 3 clusters Score -2889992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2890001.250000 Penalty: 3328.334961
	Iteration 54Q: 3 clusters Score -2890001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2889998.750000 Penalty: 3328.334961
	Iteration 55Q: 3 clusters Score -2889999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2890004.000000 Penalty: 3328.334961
	Iteration 56Q: 3 clusters Score -2890004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2890003.500000 Penalty: 3328.334961
	Iteration 57Q: 3 clusters Score -2890004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2890006.500000 Penalty: 3328.334961
	Iteration 58Q: 3 clusters Score -2890006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2890007.000000 Penalty: 3328.334961
	Iteration 59Q: 3 clusters Score -2890007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2890043.250000 Penalty: 3328.334961
	Iteration 60F: 3 clusters Score -2890043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2890069.000000 Penalty: 3328.334961
	Iteration 61Q: 3 clusters Score -2890069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2890081.750000 Penalty: 3328.334961
	Iteration 62Q: 3 clusters Score -2890082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2890090.250000 Penalty: 3328.334961
	Iteration 63Q: 3 clusters Score -2890090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2890090.250000 Penalty: 3328.334961
	Iteration 64Q: 3 clusters Score -2890090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2890094.250000 Penalty: 3328.334961
	Iteration 65Q: 3 clusters Score -2890094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -2890100.000000 Penalty: 3328.334961
	Iteration 66Q: 3 clusters Score -2890100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2890112.250000 Penalty: 3328.334961
	Iteration 67Q: 3 clusters Score -2890112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2890123.750000 Penalty: 3328.334961
	Iteration 68Q: 3 clusters Score -2890124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2890134.500000 Penalty: 3328.334961
	Iteration 69Q: 3 clusters Score -2890134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2890146.250000 Penalty: 3328.334961
	Iteration 70Q: 3 clusters Score -2890146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2890143.750000 Penalty: 3328.334961
	Iteration 71Q: 3 clusters Score -2890144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2890148.500000 Penalty: 3328.334961
	Iteration 72Q: 3 clusters Score -2890148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -2890153.750000 Penalty: 3328.334961
	Iteration 73Q: 3 clusters Score -2890154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2890155.000000 Penalty: 3328.334961
	Iteration 74Q: 3 clusters Score -2890155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2890152.750000 Penalty: 3328.334961
	Iteration 75Q: 3 clusters Score -2890153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -2890158.500000 Penalty: 3328.334961
	Iteration 76Q: 3 clusters Score -2890158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2890157.750000 Penalty: 3328.334961
	Iteration 77Q: 3 clusters Score -2890158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2890159.500000 Penalty: 3328.334961
	Iteration 78Q: 3 clusters Score -2890160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2890161.500000 Penalty: 3328.334961
	Iteration 79Q: 3 clusters Score -2890162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -2890169.750000 Penalty: 3328.334961
	Iteration 80F: 3 clusters Score -2890170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2890167.500000 Penalty: 3328.334961
	Iteration 81Q: 3 clusters Score -2890168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2890175.250000 Penalty: 3328.334961
	Iteration 82Q: 3 clusters Score -2890175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2890176.750000 Penalty: 3328.334961
	Iteration 83Q: 3 clusters Score -2890177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2890176.500000 Penalty: 3328.334961
	Iteration 84Q: 3 clusters Score -2890176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2890181.500000 Penalty: 3328.334961
	Iteration 85Q: 3 clusters Score -2890182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2890182.500000 Penalty: 3328.334961
	Iteration 86Q: 3 clusters Score -2890182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2890184.750000 Penalty: 3328.334961
	Iteration 87Q: 3 clusters Score -2890185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2890182.250000 Penalty: 3328.334961
	Iteration 88Q: 3 clusters Score -2890182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2890187.750000 Penalty: 3328.334961
	Iteration 89Q: 3 clusters Score -2890188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2890183.750000 Penalty: 3328.334961
	Iteration 90Q: 3 clusters Score -2890184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2890186.000000 Penalty: 3328.334961
	Iteration 91Q: 3 clusters Score -2890186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2890186.500000 Penalty: 3328.334961
	Iteration 92Q: 3 clusters Score -2890186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2890185.000000 Penalty: 3328.334961
	Iteration 93Q: 3 clusters Score -2890185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -2890184.000000 Penalty: 3328.334961
	Iteration 94Q: 3 clusters Score -2890184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -2890185.000000 Penalty: 3328.334961
	Iteration 95Q: 3 clusters Score -2890185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2890184.750000 Penalty: 3328.334961
	Iteration 96Q: 3 clusters Score -2890185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2890189.750000 Penalty: 3328.334961
	Iteration 97Q: 3 clusters Score -2890190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2890183.750000 Penalty: 3328.334961
	Iteration 98Q: 3 clusters Score -2890184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2890190.000000 Penalty: 3328.334961
	Iteration 99Q: 3 clusters Score -2890190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2890190.750000 Penalty: 3328.334961
	Iteration 100F: 3 clusters Score -2890191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2890187.750000 Penalty: 3328.334961
	Iteration 101Q: 3 clusters Score -2890188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2890187.000000 Penalty: 3328.334961
	Iteration 102Q: 3 clusters Score -2890187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2890188.500000 Penalty: 3328.334961
	Iteration 103Q: 3 clusters Score -2890188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2890194.000000 Penalty: 3328.334961
	Iteration 104Q: 3 clusters Score -2890194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2890193.750000 Penalty: 3328.334961
	Iteration 105Q: 3 clusters Score -2890194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2890197.500000 Penalty: 3328.334961
	Iteration 106Q: 3 clusters Score -2890198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2890195.500000 Penalty: 3328.334961
	Iteration 107Q: 3 clusters Score -2890196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2890196.500000 Penalty: 3328.334961
	Iteration 108Q: 3 clusters Score -2890196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2890196.500000 Penalty: 3328.334961
	Iteration 109F: 3 clusters Score -2890196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 24048 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Entering Unmasked Estep 
Score: -153769824.000000 Penalty: 60181.714844
Splitting cluster 6 changes total score from -153765056.000000 to -153769824.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (31948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Entering Unmasked Estep 
Score: -3279317.750000 Penalty: 1685.428101
	Iteration 0F: 2 clusters Score -3279318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3257814.000000 Penalty: 3370.856201
	Iteration 0F: 3 clusters Score -3257814 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3266340.750000 Penalty: 3370.856201
	Iteration 1F: 3 clusters Score -3266341 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3267127.500000 Penalty: 3370.856201
	Iteration 2F: 3 clusters Score -3267128 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3268294.000000 Penalty: 3370.856201
	Iteration 3F: 3 clusters Score -3268294 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3269884.500000 Penalty: 3370.856201
	Iteration 4F: 3 clusters Score -3269884 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3271814.500000 Penalty: 3370.856201
	Iteration 5F: 3 clusters Score -3271814 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3273663.250000 Penalty: 3370.856201
	Iteration 6F: 3 clusters Score -3273663 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3275119.250000 Penalty: 3370.856201
	Iteration 7F: 3 clusters Score -3275119 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3275987.750000 Penalty: 3370.856201
	Iteration 8Q: 3 clusters Score -3275988 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3276597.750000 Penalty: 3370.856201
	Iteration 9Q: 3 clusters Score -3276598 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3276986.500000 Penalty: 3370.856201
	Iteration 10Q: 3 clusters Score -3276986 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3277267.500000 Penalty: 3370.856201
	Iteration 11Q: 3 clusters Score -3277268 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3277529.250000 Penalty: 3370.856201
	Iteration 12Q: 3 clusters Score -3277529 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3277768.250000 Penalty: 3370.856201
	Iteration 13Q: 3 clusters Score -3277768 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3277986.250000 Penalty: 3370.856201
	Iteration 14Q: 3 clusters Score -3277986 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3278166.000000 Penalty: 3370.856201
	Iteration 15Q: 3 clusters Score -3278166 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3278308.000000 Penalty: 3370.856201
	Iteration 16Q: 3 clusters Score -3278308 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3278435.500000 Penalty: 3370.856201
	Iteration 17Q: 3 clusters Score -3278436 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3278505.750000 Penalty: 3370.856201
	Iteration 18Q: 3 clusters Score -3278506 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3278580.750000 Penalty: 3370.856201
	Iteration 19Q: 3 clusters Score -3278581 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3278665.000000 Penalty: 3370.856201
	Iteration 20F: 3 clusters Score -3278665 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3278755.250000 Penalty: 3370.856201
	Iteration 21Q: 3 clusters Score -3278755 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3278846.750000 Penalty: 3370.856201
	Iteration 22Q: 3 clusters Score -3278847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3278923.500000 Penalty: 3370.856201
	Iteration 23Q: 3 clusters Score -3278924 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3278974.750000 Penalty: 3370.856201
	Iteration 24Q: 3 clusters Score -3278975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3279024.500000 Penalty: 3370.856201
	Iteration 25Q: 3 clusters Score -3279024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3279060.000000 Penalty: 3370.856201
	Iteration 26Q: 3 clusters Score -3279060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3279082.000000 Penalty: 3370.856201
	Iteration 27Q: 3 clusters Score -3279082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3279109.000000 Penalty: 3370.856201
	Iteration 28Q: 3 clusters Score -3279109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3279140.000000 Penalty: 3370.856201
	Iteration 29Q: 3 clusters Score -3279140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3279136.250000 Penalty: 3370.856201
	Iteration 30Q: 3 clusters Score -3279136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3279154.000000 Penalty: 3370.856201
	Iteration 31Q: 3 clusters Score -3279154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3279179.250000 Penalty: 3370.856201
	Iteration 32Q: 3 clusters Score -3279179 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3279185.750000 Penalty: 3370.856201
	Iteration 33Q: 3 clusters Score -3279186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3279205.250000 Penalty: 3370.856201
	Iteration 34Q: 3 clusters Score -3279205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3279211.000000 Penalty: 3370.856201
	Iteration 35Q: 3 clusters Score -3279211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3279209.250000 Penalty: 3370.856201
	Iteration 36Q: 3 clusters Score -3279209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3279221.500000 Penalty: 3370.856201
	Iteration 37Q: 3 clusters Score -3279222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3279223.250000 Penalty: 3370.856201
	Iteration 38Q: 3 clusters Score -3279223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3279218.500000 Penalty: 3370.856201
	Iteration 39Q: 3 clusters Score -3279218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3279216.750000 Penalty: 3370.856201
	Iteration 40F: 3 clusters Score -3279217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3279217.250000 Penalty: 3370.856201
	Iteration 41Q: 3 clusters Score -3279217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3279216.000000 Penalty: 3370.856201
	Iteration 42Q: 3 clusters Score -3279216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3279221.750000 Penalty: 3370.856201
	Iteration 43Q: 3 clusters Score -3279222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3279223.250000 Penalty: 3370.856201
	Iteration 44Q: 3 clusters Score -3279223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3279226.000000 Penalty: 3370.856201
	Iteration 45Q: 3 clusters Score -3279226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3279227.000000 Penalty: 3370.856201
	Iteration 46Q: 3 clusters Score -3279227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3279223.250000 Penalty: 3370.856201
	Iteration 47Q: 3 clusters Score -3279223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3279228.500000 Penalty: 3370.856201
	Iteration 48Q: 3 clusters Score -3279228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3279226.750000 Penalty: 3370.856201
	Iteration 49Q: 3 clusters Score -3279227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3279228.000000 Penalty: 3370.856201
	Iteration 50Q: 3 clusters Score -3279228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3279228.250000 Penalty: 3370.856201
	Iteration 51Q: 3 clusters Score -3279228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3279227.250000 Penalty: 3370.856201
	Iteration 52Q: 3 clusters Score -3279227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3279228.000000 Penalty: 3370.856201
	Iteration 53Q: 3 clusters Score -3279228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3279229.750000 Penalty: 3370.856201
	Iteration 54Q: 3 clusters Score -3279230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3279232.250000 Penalty: 3370.856201
	Iteration 55Q: 3 clusters Score -3279232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3279234.250000 Penalty: 3370.856201
	Iteration 56Q: 3 clusters Score -3279234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3279237.000000 Penalty: 3370.856201
	Iteration 57Q: 3 clusters Score -3279237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3279237.000000 Penalty: 3370.856201
	Iteration 58F: 3 clusters Score -3279237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Entering Unmasked Estep 
Score: -8474258.000000 Penalty: 1836.556152
	Iteration 0F: 2 clusters Score -8474258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8420214.000000 Penalty: 3673.112305
	Iteration 0F: 3 clusters Score -8420214 nChanged 38492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8442196 nChanged 2176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8442649 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8443074 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8443691 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8444627 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8446031 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8448242 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8451377 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -8454740.000000 Penalty: 3673.112305
	Iteration 9F: 3 clusters Score -8454740 nChanged 5177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8457464 nChanged 4301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8459473 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -8460981.000000 Penalty: 3673.112305
	Iteration 12Q: 3 clusters Score -8460981 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -8462307.000000 Penalty: 3673.112305
	Iteration 13Q: 3 clusters Score -8462307 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8463819 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -8465516.000000 Penalty: 3673.112305
	Iteration 15Q: 3 clusters Score -8465516 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -8467494.000000 Penalty: 3673.112305
	Iteration 16Q: 3 clusters Score -8467494 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -8469103.000000 Penalty: 3673.112305
	Iteration 17Q: 3 clusters Score -8469103 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -8470243.000000 Penalty: 3673.112305
	Iteration 18Q: 3 clusters Score -8470243 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -8471031.000000 Penalty: 3673.112305
	Iteration 19Q: 3 clusters Score -8471031 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -8471520.000000 Penalty: 3673.112305
	Iteration 20F: 3 clusters Score -8471520 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -8471896.000000 Penalty: 3673.112305
	Iteration 21Q: 3 clusters Score -8471896 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -8472147.000000 Penalty: 3673.112305
	Iteration 22Q: 3 clusters Score -8472147 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -8472319.000000 Penalty: 3673.112305
	Iteration 23Q: 3 clusters Score -8472319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -8472450.000000 Penalty: 3673.112305
	Iteration 24Q: 3 clusters Score -8472450 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8472593.000000 Penalty: 3673.112305
	Iteration 25Q: 3 clusters Score -8472593 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -8472717.000000 Penalty: 3673.112305
	Iteration 26Q: 3 clusters Score -8472717 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -8472775.000000 Penalty: 3673.112305
	Iteration 27Q: 3 clusters Score -8472775 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -8472827.000000 Penalty: 3673.112305
	Iteration 28Q: 3 clusters Score -8472827 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8472916.000000 Penalty: 3673.112305
	Iteration 29Q: 3 clusters Score -8472916 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8472983.000000 Penalty: 3673.112305
	Iteration 30Q: 3 clusters Score -8472983 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8473091.000000 Penalty: 3673.112305
	Iteration 31Q: 3 clusters Score -8473091 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8473169.000000 Penalty: 3673.112305
	Iteration 32Q: 3 clusters Score -8473169 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8473211.000000 Penalty: 3673.112305
	Iteration 33Q: 3 clusters Score -8473211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8473241.000000 Penalty: 3673.112305
	Iteration 34Q: 3 clusters Score -8473241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8473281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8473306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8473326.000000 Penalty: 3673.112305
	Iteration 37Q: 3 clusters Score -8473326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8473360.000000 Penalty: 3673.112305
	Iteration 38Q: 3 clusters Score -8473360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8473365.000000 Penalty: 3673.112305
	Iteration 39Q: 3 clusters Score -8473365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8473380.000000 Penalty: 3673.112305
	Iteration 40F: 3 clusters Score -8473380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8473376.000000 Penalty: 3673.112305
	Iteration 41Q: 3 clusters Score -8473376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8473375.000000 Penalty: 3673.112305
	Iteration 42Q: 3 clusters Score -8473375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8473382.000000 Penalty: 3673.112305
	Iteration 43Q: 3 clusters Score -8473382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8473375.000000 Penalty: 3673.112305
	Iteration 44Q: 3 clusters Score -8473375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8473378.000000 Penalty: 3673.112305
	Iteration 45Q: 3 clusters Score -8473378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8473379.000000 Penalty: 3673.112305
	Iteration 46Q: 3 clusters Score -8473379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8473380.000000 Penalty: 3673.112305
	Iteration 47Q: 3 clusters Score -8473380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8473381.000000 Penalty: 3673.112305
	Iteration 48Q: 3 clusters Score -8473381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8473376.000000 Penalty: 3673.112305
	Iteration 49Q: 3 clusters Score -8473376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8473378.000000 Penalty: 3673.112305
	Iteration 50Q: 3 clusters Score -8473378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8473378.000000 Penalty: 3673.112305
	Iteration 51Q: 3 clusters Score -8473378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8473376.000000 Penalty: 3673.112305
	Iteration 52Q: 3 clusters Score -8473376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8473380.000000 Penalty: 3673.112305
	Iteration 53Q: 3 clusters Score -8473380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8473389.000000 Penalty: 3673.112305
	Iteration 54Q: 3 clusters Score -8473389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -8473396.000000 Penalty: 3673.112305
	Iteration 55Q: 3 clusters Score -8473396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8473397.000000 Penalty: 3673.112305
	Iteration 56Q: 3 clusters Score -8473397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8473404.000000 Penalty: 3673.112305
	Iteration 57Q: 3 clusters Score -8473404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8473400.000000 Penalty: 3673.112305
	Iteration 58Q: 3 clusters Score -8473400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8473404.000000 Penalty: 3673.112305
	Iteration 59Q: 3 clusters Score -8473404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8473400.000000 Penalty: 3673.112305
	Iteration 60F: 3 clusters Score -8473400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8473400.000000 Penalty: 3673.112305
	Iteration 61Q: 3 clusters Score -8473400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8473397.000000 Penalty: 3673.112305
	Iteration 62Q: 3 clusters Score -8473397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8473395.000000 Penalty: 3673.112305
	Iteration 63Q: 3 clusters Score -8473395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8473400.000000 Penalty: 3673.112305
	Iteration 64Q: 3 clusters Score -8473400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8473391.000000 Penalty: 3673.112305
	Iteration 65Q: 3 clusters Score -8473391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8473392.000000 Penalty: 3673.112305
	Iteration 66Q: 3 clusters Score -8473392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8473390.000000 Penalty: 3673.112305
	Iteration 67Q: 3 clusters Score -8473390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8473401.000000 Penalty: 3673.112305
	Iteration 68Q: 3 clusters Score -8473401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -8473402.000000 Penalty: 3673.112305
	Iteration 69Q: 3 clusters Score -8473402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8473401.000000 Penalty: 3673.112305
	Iteration 70Q: 3 clusters Score -8473401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8473401.000000 Penalty: 3673.112305
	Iteration 71Q: 3 clusters Score -8473401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8473398.000000 Penalty: 3673.112305
	Iteration 72Q: 3 clusters Score -8473398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8473396.000000 Penalty: 3673.112305
	Iteration 73Q: 3 clusters Score -8473396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8473392.000000 Penalty: 3673.112305
	Iteration 74Q: 3 clusters Score -8473392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8473399.000000 Penalty: 3673.112305
	Iteration 75Q: 3 clusters Score -8473399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8473402.000000 Penalty: 3673.112305
	Iteration 76Q: 3 clusters Score -8473402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8473402.000000 Penalty: 3673.112305
	Iteration 77Q: 3 clusters Score -8473402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8473401.000000 Penalty: 3673.112305
	Iteration 78Q: 3 clusters Score -8473401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8473408.000000 Penalty: 3673.112305
	Iteration 79Q: 3 clusters Score -8473408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8473402.000000 Penalty: 3673.112305
	Iteration 80F: 3 clusters Score -8473402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8473399.000000 Penalty: 3673.112305
	Iteration 81Q: 3 clusters Score -8473399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8473394.000000 Penalty: 3673.112305
	Iteration 82Q: 3 clusters Score -8473394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8473404.000000 Penalty: 3673.112305
	Iteration 83Q: 3 clusters Score -8473404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8473400.000000 Penalty: 3673.112305
	Iteration 84Q: 3 clusters Score -8473400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8473401.000000 Penalty: 3673.112305
	Iteration 85Q: 3 clusters Score -8473401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8473401.000000 Penalty: 3673.112305
	Iteration 86Q: 3 clusters Score -8473401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8473412.000000 Penalty: 3673.112305
	Iteration 87Q: 3 clusters Score -8473412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8473412.000000 Penalty: 3673.112305
	Iteration 88Q: 3 clusters Score -8473412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8473412 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
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	Iteration 90F: 3 clusters Score -8473412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24048 members 
Entering Unmasked Estep 
Score: -2274441.000000 Penalty: 1639.268555
	Iteration 0F: 2 clusters Score -2274441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2258472.000000 Penalty: 3278.537109
	Iteration 0F: 3 clusters Score -2258472 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2267001 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2270627.000000 Penalty: 3278.537109
	Iteration 2F: 3 clusters Score -2270627 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2274845.750000 Penalty: 3278.537109
	Iteration 3F: 3 clusters Score -2274846 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2278499.750000 Penalty: 3278.537109
	Iteration 4F: 3 clusters Score -2278500 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2280861.500000 Penalty: 3278.537109
	Iteration 5F: 3 clusters Score -2280862 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2282132.250000 Penalty: 3278.537109
	Iteration 6F: 3 clusters Score -2282132 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2282720.500000 Penalty: 3278.537109
	Iteration 7Q: 3 clusters Score -2282720 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2283041.750000 Penalty: 3278.537109
	Iteration 8Q: 3 clusters Score -2283042 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2283238.000000 Penalty: 3278.537109
	Iteration 9Q: 3 clusters Score -2283238 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2283361.250000 Penalty: 3278.537109
	Iteration 10Q: 3 clusters Score -2283361 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2283443.000000 Penalty: 3278.537109
	Iteration 11Q: 3 clusters Score -2283443 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2283516.750000 Penalty: 3278.537109
	Iteration 12Q: 3 clusters Score -2283517 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2283588.250000 Penalty: 3278.537109
	Iteration 13Q: 3 clusters Score -2283588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2283673.250000 Penalty: 3278.537109
	Iteration 14Q: 3 clusters Score -2283673 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2283753.500000 Penalty: 3278.537109
	Iteration 15Q: 3 clusters Score -2283754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2283812.750000 Penalty: 3278.537109
	Iteration 16Q: 3 clusters Score -2283813 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2283879.000000 Penalty: 3278.537109
	Iteration 17Q: 3 clusters Score -2283879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2283941.000000 Penalty: 3278.537109
	Iteration 18Q: 3 clusters Score -2283941 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2283998.500000 Penalty: 3278.537109
	Iteration 19Q: 3 clusters Score -2283998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2284016.000000 Penalty: 3278.537109
	Iteration 20F: 3 clusters Score -2284016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2284039.250000 Penalty: 3278.537109
	Iteration 21Q: 3 clusters Score -2284039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2284050.000000 Penalty: 3278.537109
	Iteration 22Q: 3 clusters Score -2284050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2284056.000000 Penalty: 3278.537109
	Iteration 23Q: 3 clusters Score -2284056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2284055.250000 Penalty: 3278.537109
	Iteration 24Q: 3 clusters Score -2284055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2284068.250000 Penalty: 3278.537109
	Iteration 25Q: 3 clusters Score -2284068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2284070.500000 Penalty: 3278.537109
	Iteration 26Q: 3 clusters Score -2284070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2284076.750000 Penalty: 3278.537109
	Iteration 27Q: 3 clusters Score -2284077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2284073.500000 Penalty: 3278.537109
	Iteration 28Q: 3 clusters Score -2284074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2284073.250000 Penalty: 3278.537109
	Iteration 29Q: 3 clusters Score -2284073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2284075.750000 Penalty: 3278.537109
	Iteration 30Q: 3 clusters Score -2284076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2284082.250000 Penalty: 3278.537109
	Iteration 31Q: 3 clusters Score -2284082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2284089.000000 Penalty: 3278.537109
	Iteration 32Q: 3 clusters Score -2284089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2284100.750000 Penalty: 3278.537109
	Iteration 33Q: 3 clusters Score -2284101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2284098.750000 Penalty: 3278.537109
	Iteration 34Q: 3 clusters Score -2284099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2284098.000000 Penalty: 3278.537109
	Iteration 35Q: 3 clusters Score -2284098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2284102.250000 Penalty: 3278.537109
	Iteration 36Q: 3 clusters Score -2284102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2284103.000000 Penalty: 3278.537109
	Iteration 37Q: 3 clusters Score -2284103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2284100.000000 Penalty: 3278.537109
	Iteration 38Q: 3 clusters Score -2284100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2284102.000000 Penalty: 3278.537109
	Iteration 39Q: 3 clusters Score -2284102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2284102.250000 Penalty: 3278.537109
	Iteration 40F: 3 clusters Score -2284102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2284102.000000 Penalty: 3278.537109
	Iteration 41Q: 3 clusters Score -2284102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2284105.000000 Penalty: 3278.537109
	Iteration 42Q: 3 clusters Score -2284105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2284105.250000 Penalty: 3278.537109
	Iteration 43Q: 3 clusters Score -2284105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2284102.750000 Penalty: 3278.537109
	Iteration 44Q: 3 clusters Score -2284103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2284103.500000 Penalty: 3278.537109
	Iteration 45Q: 3 clusters Score -2284104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2284104.000000 Penalty: 3278.537109
	Iteration 46Q: 3 clusters Score -2284104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2284104.000000 Penalty: 3278.537109
	Iteration 47F: 3 clusters Score -2284104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 182902 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Entering Unmasked Estep 
Score: -153774000.000000 Penalty: 62496.398438
Splitting cluster 9 changes total score from -153765056.000000 to -153774000.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (182902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182902 members 
Entering Unmasked Estep 
Score: -19055456.000000 Penalty: 1968.964722
	Iteration 0F: 2 clusters Score -1.905546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -18938924.000000 Penalty: 3937.929443
	Iteration 0F: 3 clusters Score -1.893892e+07 nChanged 88193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -18991816.000000 Penalty: 3937.929443
	Iteration 1F: 3 clusters Score -1.899182e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -18993464.000000 Penalty: 3937.929443
	Iteration 2Q: 3 clusters Score -1.899346e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -18995676.000000 Penalty: 3937.929443
	Iteration 3Q: 3 clusters Score -1.899568e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -18998836.000000 Penalty: 3937.929443
	Iteration 4Q: 3 clusters Score -1.899884e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -19003886.000000 Penalty: 3937.929443
	Iteration 5Q: 3 clusters Score -1.900389e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -19011524.000000 Penalty: 3937.929443
	Iteration 6F: 3 clusters Score -1.901152e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -19020384.000000 Penalty: 3937.929443
	Iteration 7F: 3 clusters Score -1.902038e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -19028586.000000 Penalty: 3937.929443
	Iteration 8F: 3 clusters Score -1.902859e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116918 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -19034374.000000 Penalty: 3937.929443
	Iteration 9F: 3 clusters Score -1.903437e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117554 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -19037288.000000 Penalty: 3937.929443
	Iteration 10Q: 3 clusters Score -1.903729e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -19038554.000000 Penalty: 3937.929443
	Iteration 11Q: 3 clusters Score -1.903855e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118034 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -19039164.000000 Penalty: 3937.929443
	Iteration 12Q: 3 clusters Score -1.903916e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -19039438.000000 Penalty: 3937.929443
	Iteration 13Q: 3 clusters Score -1.903944e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -19039696.000000 Penalty: 3937.929443
	Iteration 14Q: 3 clusters Score -1.90397e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -19039984.000000 Penalty: 3937.929443
	Iteration 15Q: 3 clusters Score -1.903998e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -19040182.000000 Penalty: 3937.929443
	Iteration 16Q: 3 clusters Score -1.904018e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -19040218.000000 Penalty: 3937.929443
	Iteration 17Q: 3 clusters Score -1.904022e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117998 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -19040302.000000 Penalty: 3937.929443
	Iteration 18Q: 3 clusters Score -1.90403e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -19040370.000000 Penalty: 3937.929443
	Iteration 19Q: 3 clusters Score -1.904037e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -19040454.000000 Penalty: 3937.929443
	Iteration 20F: 3 clusters Score -1.904045e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117543 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -19040528.000000 Penalty: 3937.929443
	Iteration 21Q: 3 clusters Score -1.904053e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117309 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -19040648.000000 Penalty: 3937.929443
	Iteration 22Q: 3 clusters Score -1.904065e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -19040668.000000 Penalty: 3937.929443
	Iteration 23Q: 3 clusters Score -1.904067e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -19040726.000000 Penalty: 3937.929443
	Iteration 24Q: 3 clusters Score -1.904073e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -19040766.000000 Penalty: 3937.929443
	Iteration 25Q: 3 clusters Score -1.904077e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -19040744.000000 Penalty: 3937.929443
	Iteration 26Q: 3 clusters Score -1.904074e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -19040776.000000 Penalty: 3937.929443
	Iteration 27Q: 3 clusters Score -1.904078e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -19040846.000000 Penalty: 3937.929443
	Iteration 28Q: 3 clusters Score -1.904085e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -19040898.000000 Penalty: 3937.929443
	Iteration 29Q: 3 clusters Score -1.90409e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -19040984.000000 Penalty: 3937.929443
	Iteration 30Q: 3 clusters Score -1.904098e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -19041056.000000 Penalty: 3937.929443
	Iteration 31Q: 3 clusters Score -1.904106e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -19041068.000000 Penalty: 3937.929443
	Iteration 32Q: 3 clusters Score -1.904107e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -19041168.000000 Penalty: 3937.929443
	Iteration 33Q: 3 clusters Score -1.904117e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109285 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -19041298.000000 Penalty: 3937.929443
	Iteration 34Q: 3 clusters Score -1.90413e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -19041378.000000 Penalty: 3937.929443
	Iteration 35Q: 3 clusters Score -1.904138e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -19041512.000000 Penalty: 3937.929443
	Iteration 36Q: 3 clusters Score -1.904151e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -19041640.000000 Penalty: 3937.929443
	Iteration 37Q: 3 clusters Score -1.904164e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -19041846.000000 Penalty: 3937.929443
	Iteration 38Q: 3 clusters Score -1.904185e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102097 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -19042138.000000 Penalty: 3937.929443
	Iteration 39Q: 3 clusters Score -1.904214e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -19042398.000000 Penalty: 3937.929443
	Iteration 40F: 3 clusters Score -1.90424e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -19042660.000000 Penalty: 3937.929443
	Iteration 41Q: 3 clusters Score -1.904266e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -19043120.000000 Penalty: 3937.929443
	Iteration 42Q: 3 clusters Score -1.904312e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -19043490.000000 Penalty: 3937.929443
	Iteration 43Q: 3 clusters Score -1.904349e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -19044098.000000 Penalty: 3937.929443
	Iteration 44Q: 3 clusters Score -1.90441e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -19044716.000000 Penalty: 3937.929443
	Iteration 45Q: 3 clusters Score -1.904472e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -19045332.000000 Penalty: 3937.929443
	Iteration 46Q: 3 clusters Score -1.904533e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -19045936.000000 Penalty: 3937.929443
	Iteration 47Q: 3 clusters Score -1.904594e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -19046744.000000 Penalty: 3937.929443
	Iteration 48Q: 3 clusters Score -1.904674e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -19047564.000000 Penalty: 3937.929443
	Iteration 49Q: 3 clusters Score -1.904756e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -19048444.000000 Penalty: 3937.929443
	Iteration 50Q: 3 clusters Score -1.904844e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -19049436.000000 Penalty: 3937.929443
	Iteration 51Q: 3 clusters Score -1.904944e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -19050190.000000 Penalty: 3937.929443
	Iteration 52Q: 3 clusters Score -1.905019e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -19050808.000000 Penalty: 3937.929443
	Iteration 53Q: 3 clusters Score -1.905081e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 114295 members 
Entering Unmasked Estep 
Score: -19051260.000000 Penalty: 3937.929443
	Iteration 54Q: 3 clusters Score -1.905126e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -19051900.000000 Penalty: 3937.929443
	Iteration 55Q: 3 clusters Score -1.90519e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -19052352.000000 Penalty: 3937.929443
	Iteration 56Q: 3 clusters Score -1.905235e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 120060 members 
Entering Unmasked Estep 
Score: -19052686.000000 Penalty: 3937.929443
	Iteration 57Q: 3 clusters Score -1.905269e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 121863 members 
Entering Unmasked Estep 
Score: -19053040.000000 Penalty: 3937.929443
	Iteration 58Q: 3 clusters Score -1.905304e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -19053370.000000 Penalty: 3937.929443
	Iteration 59Q: 3 clusters Score -1.905337e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -19053684.000000 Penalty: 3937.929443
	Iteration 60F: 3 clusters Score -1.905368e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -19054134.000000 Penalty: 3937.929443
	Iteration 61Q: 3 clusters Score -1.905413e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 128559 members 
Entering Unmasked Estep 
Score: -19054486.000000 Penalty: 3937.929443
	Iteration 62Q: 3 clusters Score -1.905449e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 130176 members 
Entering Unmasked Estep 
Score: -19054758.000000 Penalty: 3937.929443
	Iteration 63Q: 3 clusters Score -1.905476e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -19055078.000000 Penalty: 3937.929443
	Iteration 64Q: 3 clusters Score -1.905508e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -19055274.000000 Penalty: 3937.929443
	Iteration 65Q: 3 clusters Score -1.905527e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 134362 members 
Entering Unmasked Estep 
Score: -19055498.000000 Penalty: 3937.929443
	Iteration 66Q: 3 clusters Score -1.90555e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -19055666.000000 Penalty: 3937.929443
	Iteration 67Q: 3 clusters Score -1.905567e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 136855 members 
Entering Unmasked Estep 
Score: -19055898.000000 Penalty: 3937.929443
	Iteration 68Q: 3 clusters Score -1.90559e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -19056088.000000 Penalty: 3937.929443
	Iteration 69Q: 3 clusters Score -1.905609e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 139020 members 
Entering Unmasked Estep 
Score: -19056184.000000 Penalty: 3937.929443
	Iteration 70Q: 3 clusters Score -1.905618e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -19056292.000000 Penalty: 3937.929443
	Iteration 71Q: 3 clusters Score -1.905629e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -19056292.000000 Penalty: 3937.929443
	Iteration 72Q: 3 clusters Score -1.905629e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -19056340.000000 Penalty: 3937.929443
	Iteration 73Q: 3 clusters Score -1.905634e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 142526 members 
Entering Unmasked Estep 
Score: -19056444.000000 Penalty: 3937.929443
	Iteration 74Q: 3 clusters Score -1.905644e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -19056520.000000 Penalty: 3937.929443
	Iteration 75Q: 3 clusters Score -1.905652e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -19056558.000000 Penalty: 3937.929443
	Iteration 76Q: 3 clusters Score -1.905656e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 144357 members 
Entering Unmasked Estep 
Score: -19056558.000000 Penalty: 3937.929443
	Iteration 77Q: 3 clusters Score -1.905656e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 144848 members 
Entering Unmasked Estep 
Score: -19056652.000000 Penalty: 3937.929443
	Iteration 78Q: 3 clusters Score -1.905665e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 145308 members 
Entering Unmasked Estep 
Score: -19056680.000000 Penalty: 3937.929443
	Iteration 79Q: 3 clusters Score -1.905668e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 145746 members 
Entering Unmasked Estep 
Score: -19056746.000000 Penalty: 3937.929443
	Iteration 80F: 3 clusters Score -1.905675e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -19056810.000000 Penalty: 3937.929443
	Iteration 81Q: 3 clusters Score -1.905681e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 146535 members 
Entering Unmasked Estep 
Score: -19056832.000000 Penalty: 3937.929443
	Iteration 82Q: 3 clusters Score -1.905683e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -19056892.000000 Penalty: 3937.929443
	Iteration 83Q: 3 clusters Score -1.905689e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 147224 members 
Entering Unmasked Estep 
Score: -19056926.000000 Penalty: 3937.929443
	Iteration 84Q: 3 clusters Score -1.905693e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -19056926.000000 Penalty: 3937.929443
	Iteration 85Q: 3 clusters Score -1.905693e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -19056988.000000 Penalty: 3937.929443
	Iteration 86Q: 3 clusters Score -1.905699e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -19057034.000000 Penalty: 3937.929443
	Iteration 87Q: 3 clusters Score -1.905703e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 148369 members 
Entering Unmasked Estep 
Score: -19057040.000000 Penalty: 3937.929443
	Iteration 88Q: 3 clusters Score -1.905704e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 148589 members 
Entering Unmasked Estep 
Score: -19056998.000000 Penalty: 3937.929443
	Iteration 89Q: 3 clusters Score -1.9057e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -19057016.000000 Penalty: 3937.929443
	Iteration 90Q: 3 clusters Score -1.905702e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 148933 members 
Entering Unmasked Estep 
Score: -19057060.000000 Penalty: 3937.929443
	Iteration 91Q: 3 clusters Score -1.905706e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -19057078.000000 Penalty: 3937.929443
	Iteration 92Q: 3 clusters Score -1.905708e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 149290 members 
Entering Unmasked Estep 
Score: -19057068.000000 Penalty: 3937.929443
	Iteration 93Q: 3 clusters Score -1.905707e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -19057060.000000 Penalty: 3937.929443
	Iteration 94Q: 3 clusters Score -1.905706e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -19057116.000000 Penalty: 3937.929443
	Iteration 95Q: 3 clusters Score -1.905712e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
Score: -19057126.000000 Penalty: 3937.929443
	Iteration 96Q: 3 clusters Score -1.905713e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -19057122.000000 Penalty: 3937.929443
	Iteration 97Q: 3 clusters Score -1.905712e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -19057090.000000 Penalty: 3937.929443
	Iteration 98Q: 3 clusters Score -1.905709e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 150177 members 
Entering Unmasked Estep 
Score: -19057118.000000 Penalty: 3937.929443
	Iteration 99Q: 3 clusters Score -1.905712e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -19057124.000000 Penalty: 3937.929443
	Iteration 100F: 3 clusters Score -1.905712e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -19057106.000000 Penalty: 3937.929443
	Iteration 101Q: 3 clusters Score -1.905711e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 150569 members 
Entering Unmasked Estep 
Score: -19057094.000000 Penalty: 3937.929443
	Iteration 102Q: 3 clusters Score -1.905709e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 150686 members 
Entering Unmasked Estep 
Score: -19057130.000000 Penalty: 3937.929443
	Iteration 103Q: 3 clusters Score -1.905713e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 150817 members 
Entering Unmasked Estep 
Score: -19057134.000000 Penalty: 3937.929443
	Iteration 104Q: 3 clusters Score -1.905713e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -19057130.000000 Penalty: 3937.929443
	Iteration 105Q: 3 clusters Score -1.905713e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -19057092.000000 Penalty: 3937.929443
	Iteration 106Q: 3 clusters Score -1.905709e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -19057080.000000 Penalty: 3937.929443
	Iteration 107Q: 3 clusters Score -1.905708e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 151365 members 
Entering Unmasked Estep 
Score: -19057110.000000 Penalty: 3937.929443
	Iteration 108Q: 3 clusters Score -1.905711e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 151508 members 
Entering Unmasked Estep 
Score: -19057126.000000 Penalty: 3937.929443
	Iteration 109Q: 3 clusters Score -1.905713e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 151650 members 
Entering Unmasked Estep 
Score: -19057128.000000 Penalty: 3937.929443
	Iteration 110Q: 3 clusters Score -1.905713e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -19057160.000000 Penalty: 3937.929443
	Iteration 111Q: 3 clusters Score -1.905716e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -19057122.000000 Penalty: 3937.929443
	Iteration 112Q: 3 clusters Score -1.905712e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -19057132.000000 Penalty: 3937.929443
	Iteration 113Q: 3 clusters Score -1.905713e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -19057120.000000 Penalty: 3937.929443
	Iteration 114Q: 3 clusters Score -1.905712e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 152278 members 
Entering Unmasked Estep 
Score: -19057094.000000 Penalty: 3937.929443
	Iteration 115Q: 3 clusters Score -1.905709e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -19057116.000000 Penalty: 3937.929443
	Iteration 116Q: 3 clusters Score -1.905712e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -19057114.000000 Penalty: 3937.929443
	Iteration 117Q: 3 clusters Score -1.905711e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -19057136.000000 Penalty: 3937.929443
	Iteration 118Q: 3 clusters Score -1.905714e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 152649 members 
Entering Unmasked Estep 
Score: -19057176.000000 Penalty: 3937.929443
	Iteration 119Q: 3 clusters Score -1.905718e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -19057164.000000 Penalty: 3937.929443
	Iteration 120F: 3 clusters Score -1.905716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -19057146.000000 Penalty: 3937.929443
	Iteration 121Q: 3 clusters Score -1.905715e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -19057148.000000 Penalty: 3937.929443
	Iteration 122Q: 3 clusters Score -1.905715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -19057154.000000 Penalty: 3937.929443
	Iteration 123Q: 3 clusters Score -1.905715e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -19057136.000000 Penalty: 3937.929443
	Iteration 124Q: 3 clusters Score -1.905714e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 153262 members 
Entering Unmasked Estep 
Score: -19057174.000000 Penalty: 3937.929443
	Iteration 125Q: 3 clusters Score -1.905717e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 153363 members 
Entering Unmasked Estep 
Score: -19057200.000000 Penalty: 3937.929443
	Iteration 126Q: 3 clusters Score -1.90572e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 153465 members 
Entering Unmasked Estep 
Score: -19057240.000000 Penalty: 3937.929443
	Iteration 127Q: 3 clusters Score -1.905724e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 153567 members 
Entering Unmasked Estep 
Score: -19057242.000000 Penalty: 3937.929443
	Iteration 128Q: 3 clusters Score -1.905724e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -19057262.000000 Penalty: 3937.929443
	Iteration 129Q: 3 clusters Score -1.905726e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 153745 members 
Entering Unmasked Estep 
Score: -19057254.000000 Penalty: 3937.929443
	Iteration 130Q: 3 clusters Score -1.905725e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 153813 members 
Entering Unmasked Estep 
Score: -19057264.000000 Penalty: 3937.929443
	Iteration 131Q: 3 clusters Score -1.905726e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -19057260.000000 Penalty: 3937.929443
	Iteration 132Q: 3 clusters Score -1.905726e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 153955 members 
Entering Unmasked Estep 
Score: -19057230.000000 Penalty: 3937.929443
	Iteration 133Q: 3 clusters Score -1.905723e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 154035 members 
Entering Unmasked Estep 
Score: -19057214.000000 Penalty: 3937.929443
	Iteration 134Q: 3 clusters Score -1.905721e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 154094 members 
Entering Unmasked Estep 
Score: -19057218.000000 Penalty: 3937.929443
	Iteration 135Q: 3 clusters Score -1.905722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -19057230.000000 Penalty: 3937.929443
	Iteration 136Q: 3 clusters Score -1.905723e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -19057216.000000 Penalty: 3937.929443
	Iteration 137Q: 3 clusters Score -1.905722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -19057218.000000 Penalty: 3937.929443
	Iteration 138Q: 3 clusters Score -1.905722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -19057206.000000 Penalty: 3937.929443
	Iteration 139Q: 3 clusters Score -1.905721e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -19057198.000000 Penalty: 3937.929443
	Iteration 140F: 3 clusters Score -1.90572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -19057212.000000 Penalty: 3937.929443
	Iteration 141Q: 3 clusters Score -1.905721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -19057212.000000 Penalty: 3937.929443
	Iteration 142Q: 3 clusters Score -1.905721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -19057188.000000 Penalty: 3937.929443
	Iteration 143Q: 3 clusters Score -1.905719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -19057188.000000 Penalty: 3937.929443
	Iteration 144Q: 3 clusters Score -1.905719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 154413 members 
Entering Unmasked Estep 
Score: -19057210.000000 Penalty: 3937.929443
	Iteration 145Q: 3 clusters Score -1.905721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -19057218.000000 Penalty: 3937.929443
	Iteration 146Q: 3 clusters Score -1.905722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -19057216.000000 Penalty: 3937.929443
	Iteration 147Q: 3 clusters Score -1.905722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -19057222.000000 Penalty: 3937.929443
	Iteration 148Q: 3 clusters Score -1.905722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -19057218.000000 Penalty: 3937.929443
	Iteration 149Q: 3 clusters Score -1.905722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -19057222.000000 Penalty: 3937.929443
	Iteration 150Q: 3 clusters Score -1.905722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
Score: -19057220.000000 Penalty: 3937.929443
	Iteration 151Q: 3 clusters Score -1.905722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 154526 members 
Entering Unmasked Estep 
Score: -19057230.000000 Penalty: 3937.929443
	Iteration 152Q: 3 clusters Score -1.905723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -19057220.000000 Penalty: 3937.929443
	Iteration 153Q: 3 clusters Score -1.905722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 154556 members 
Entering Unmasked Estep 
Score: -19057236.000000 Penalty: 3937.929443
	Iteration 154Q: 3 clusters Score -1.905724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -19057228.000000 Penalty: 3937.929443
	Iteration 155Q: 3 clusters Score -1.905723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -19057230.000000 Penalty: 3937.929443
	Iteration 156Q: 3 clusters Score -1.905723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -19057244.000000 Penalty: 3937.929443
	Iteration 157Q: 3 clusters Score -1.905724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 154601 members 
Entering Unmasked Estep 
Score: -19057254.000000 Penalty: 3937.929443
	Iteration 158Q: 3 clusters Score -1.905725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -19057250.000000 Penalty: 3937.929443
	Iteration 159Q: 3 clusters Score -1.905725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 154627 members 
Entering Unmasked Estep 
Score: -19057252.000000 Penalty: 3937.929443
	Iteration 160F: 3 clusters Score -1.905725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 154644 members 
Entering Unmasked Estep 
Score: -19057252.000000 Penalty: 3937.929443
	Iteration 161Q: 3 clusters Score -1.905725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -19057262.000000 Penalty: 3937.929443
	Iteration 162Q: 3 clusters Score -1.905726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -19057266.000000 Penalty: 3937.929443
	Iteration 163Q: 3 clusters Score -1.905727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -19057260.000000 Penalty: 3937.929443
	Iteration 164Q: 3 clusters Score -1.905726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -19057276.000000 Penalty: 3937.929443
	Iteration 165Q: 3 clusters Score -1.905728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -19057286.000000 Penalty: 3937.929443
	Iteration 166Q: 3 clusters Score -1.905729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 154733 members 
Entering Unmasked Estep 
Score: -19057280.000000 Penalty: 3937.929443
	Iteration 167Q: 3 clusters Score -1.905728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -19057276.000000 Penalty: 3937.929443
	Iteration 168Q: 3 clusters Score -1.905728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -19057260.000000 Penalty: 3937.929443
	Iteration 169Q: 3 clusters Score -1.905726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -19057260.000000 Penalty: 3937.929443
	Iteration 170Q: 3 clusters Score -1.905726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -19057266.000000 Penalty: 3937.929443
	Iteration 171Q: 3 clusters Score -1.905727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -19057264.000000 Penalty: 3937.929443
	Iteration 172Q: 3 clusters Score -1.905726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -19057268.000000 Penalty: 3937.929443
	Iteration 173Q: 3 clusters Score -1.905727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -19057266.000000 Penalty: 3937.929443
	Iteration 174Q: 3 clusters Score -1.905727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -19057250.000000 Penalty: 3937.929443
	Iteration 175Q: 3 clusters Score -1.905725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -19057254.000000 Penalty: 3937.929443
	Iteration 176Q: 3 clusters Score -1.905725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 154833 members 
Entering Unmasked Estep 
Score: -19057248.000000 Penalty: 3937.929443
	Iteration 177Q: 3 clusters Score -1.905725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 154841 members 
Entering Unmasked Estep 
Score: -19057252.000000 Penalty: 3937.929443
	Iteration 178Q: 3 clusters Score -1.905725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -19057254.000000 Penalty: 3937.929443
	Iteration 179Q: 3 clusters Score -1.905725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
Score: -19057248.000000 Penalty: 3937.929443
	Iteration 180F: 3 clusters Score -1.905725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -19057258.000000 Penalty: 3937.929443
	Iteration 181Q: 3 clusters Score -1.905726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -19057252.000000 Penalty: 3937.929443
	Iteration 182Q: 3 clusters Score -1.905725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -19057254.000000 Penalty: 3937.929443
	Iteration 183Q: 3 clusters Score -1.905725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -19057254.000000 Penalty: 3937.929443
	Iteration 184F: 3 clusters Score -1.905725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 39209 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Entering Unmasked Estep 
Score: -153775536.000000 Penalty: 64811.078125
Splitting cluster 10 changes total score from -153765056.000000 to -153775536.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (39209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Entering Unmasked Estep 
Score: -3938924.500000 Penalty: 1718.707642
	Iteration 0F: 2 clusters Score -3938924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3912726.500000 Penalty: 3437.415283
	Iteration 0F: 3 clusters Score -3912726 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3923794.000000 Penalty: 3437.415283
	Iteration 1F: 3 clusters Score -3923794 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3925800.750000 Penalty: 3437.415283
	Iteration 2F: 3 clusters Score -3925801 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3929269.750000 Penalty: 3437.415283
	Iteration 3F: 3 clusters Score -3929270 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3933422.500000 Penalty: 3437.415283
	Iteration 4F: 3 clusters Score -3933422 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3936430.750000 Penalty: 3437.415283
	Iteration 5F: 3 clusters Score -3936431 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3938084.250000 Penalty: 3437.415283
	Iteration 6F: 3 clusters Score -3938084 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3939010.000000 Penalty: 3437.415283
	Iteration 7Q: 3 clusters Score -3939010 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3939521.750000 Penalty: 3437.415283
	Iteration 8Q: 3 clusters Score -3939522 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3939912.500000 Penalty: 3437.415283
	Iteration 9Q: 3 clusters Score -3939912 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3940240.250000 Penalty: 3437.415283
	Iteration 10Q: 3 clusters Score -3940240 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3940537.500000 Penalty: 3437.415283
	Iteration 11Q: 3 clusters Score -3940538 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3940813.000000 Penalty: 3437.415283
	Iteration 12Q: 3 clusters Score -3940813 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3941060.000000 Penalty: 3437.415283
	Iteration 13Q: 3 clusters Score -3941060 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3941294.500000 Penalty: 3437.415283
	Iteration 14Q: 3 clusters Score -3941294 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3941494.500000 Penalty: 3437.415283
	Iteration 15Q: 3 clusters Score -3941494 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3941638.500000 Penalty: 3437.415283
	Iteration 16Q: 3 clusters Score -3941638 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3941752.000000 Penalty: 3437.415283
	Iteration 17Q: 3 clusters Score -3941752 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3941859.000000 Penalty: 3437.415283
	Iteration 18Q: 3 clusters Score -3941859 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3941928.000000 Penalty: 3437.415283
	Iteration 19Q: 3 clusters Score -3941928 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3941982.250000 Penalty: 3437.415283
	Iteration 20F: 3 clusters Score -3941982 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3942013.000000 Penalty: 3437.415283
	Iteration 21Q: 3 clusters Score -3942013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3942037.250000 Penalty: 3437.415283
	Iteration 22Q: 3 clusters Score -3942037 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3942053.500000 Penalty: 3437.415283
	Iteration 23Q: 3 clusters Score -3942054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3942074.750000 Penalty: 3437.415283
	Iteration 24Q: 3 clusters Score -3942075 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3942085.500000 Penalty: 3437.415283
	Iteration 25Q: 3 clusters Score -3942086 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3942090.000000 Penalty: 3437.415283
	Iteration 26Q: 3 clusters Score -3942090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3942105.500000 Penalty: 3437.415283
	Iteration 27Q: 3 clusters Score -3942106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3942106.000000 Penalty: 3437.415283
	Iteration 28Q: 3 clusters Score -3942106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3942117.500000 Penalty: 3437.415283
	Iteration 29Q: 3 clusters Score -3942118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3942121.250000 Penalty: 3437.415283
	Iteration 30Q: 3 clusters Score -3942121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3942124.500000 Penalty: 3437.415283
	Iteration 31Q: 3 clusters Score -3942124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3942127.250000 Penalty: 3437.415283
	Iteration 32Q: 3 clusters Score -3942127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3942133.000000 Penalty: 3437.415283
	Iteration 33Q: 3 clusters Score -3942133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3942145.000000 Penalty: 3437.415283
	Iteration 34Q: 3 clusters Score -3942145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3942157.250000 Penalty: 3437.415283
	Iteration 35Q: 3 clusters Score -3942157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3942159.750000 Penalty: 3437.415283
	Iteration 36Q: 3 clusters Score -3942160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3942166.750000 Penalty: 3437.415283
	Iteration 37Q: 3 clusters Score -3942167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3942161.750000 Penalty: 3437.415283
	Iteration 38Q: 3 clusters Score -3942162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3942171.250000 Penalty: 3437.415283
	Iteration 39Q: 3 clusters Score -3942171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3942175.000000 Penalty: 3437.415283
	Iteration 40F: 3 clusters Score -3942175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3942172.250000 Penalty: 3437.415283
	Iteration 41Q: 3 clusters Score -3942172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3942180.000000 Penalty: 3437.415283
	Iteration 42Q: 3 clusters Score -3942180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3942184.500000 Penalty: 3437.415283
	Iteration 43Q: 3 clusters Score -3942184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3942182.750000 Penalty: 3437.415283
	Iteration 44Q: 3 clusters Score -3942183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3942186.750000 Penalty: 3437.415283
	Iteration 45Q: 3 clusters Score -3942187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3942183.250000 Penalty: 3437.415283
	Iteration 46Q: 3 clusters Score -3942183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3942187.250000 Penalty: 3437.415283
	Iteration 47Q: 3 clusters Score -3942187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3942182.750000 Penalty: 3437.415283
	Iteration 48Q: 3 clusters Score -3942183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3942188.500000 Penalty: 3437.415283
	Iteration 49Q: 3 clusters Score -3942188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3942186.250000 Penalty: 3437.415283
	Iteration 50Q: 3 clusters Score -3942186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3942185.000000 Penalty: 3437.415283
	Iteration 51Q: 3 clusters Score -3942185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3942192.000000 Penalty: 3437.415283
	Iteration 52Q: 3 clusters Score -3942192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3942191.250000 Penalty: 3437.415283
	Iteration 53Q: 3 clusters Score -3942191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3942186.500000 Penalty: 3437.415283
	Iteration 54Q: 3 clusters Score -3942186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3942188.250000 Penalty: 3437.415283
	Iteration 55Q: 3 clusters Score -3942188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3942178.500000 Penalty: 3437.415283
	Iteration 56Q: 3 clusters Score -3942178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3942178.750000 Penalty: 3437.415283
	Iteration 57Q: 3 clusters Score -3942179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3942183.000000 Penalty: 3437.415283
	Iteration 58Q: 3 clusters Score -3942183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3942184.000000 Penalty: 3437.415283
	Iteration 59Q: 3 clusters Score -3942184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3942185.750000 Penalty: 3437.415283
	Iteration 60F: 3 clusters Score -3942186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3942186.750000 Penalty: 3437.415283
	Iteration 61Q: 3 clusters Score -3942187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3942189.250000 Penalty: 3437.415283
	Iteration 62Q: 3 clusters Score -3942189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3942191.500000 Penalty: 3437.415283
	Iteration 63Q: 3 clusters Score -3942192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3942192.500000 Penalty: 3437.415283
	Iteration 64Q: 3 clusters Score -3942192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3942194.250000 Penalty: 3437.415283
	Iteration 65Q: 3 clusters Score -3942194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3942195.250000 Penalty: 3437.415283
	Iteration 66Q: 3 clusters Score -3942195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3942195.250000 Penalty: 3437.415283
	Iteration 67F: 3 clusters Score -3942195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 17244 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Entering Unmasked Estep 
Score: -153777968.000000 Penalty: 67125.757812
Splitting cluster 11 changes total score from -153765056.000000 to -153777968.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (17244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Entering Unmasked Estep 
Score: -1633052.875000 Penalty: 1585.223145
	Iteration 0F: 2 clusters Score -1633053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1621173.000000 Penalty: 3170.446289
	Iteration 0F: 3 clusters Score -1621173 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1625843.500000 Penalty: 3170.446289
	Iteration 1F: 3 clusters Score -1625844 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1626640.250000 Penalty: 3170.446289
	Iteration 2F: 3 clusters Score -1626640 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1627647.375000 Penalty: 3170.446289
	Iteration 3F: 3 clusters Score -1627647 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1628711.875000 Penalty: 3170.446289
	Iteration 4F: 3 clusters Score -1628712 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1629692.875000 Penalty: 3170.446289
	Iteration 5F: 3 clusters Score -1629693 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1630559.750000 Penalty: 3170.446289
	Iteration 6F: 3 clusters Score -1630560 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1631405.375000 Penalty: 3170.446289
	Iteration 7F: 3 clusters Score -1631405 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1632079.000000 Penalty: 3170.446289
	Iteration 8Q: 3 clusters Score -1632079 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1632576.875000 Penalty: 3170.446289
	Iteration 9Q: 3 clusters Score -1632577 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1633063.250000 Penalty: 3170.446289
	Iteration 10Q: 3 clusters Score -1633063 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1633606.125000 Penalty: 3170.446289
	Iteration 11Q: 3 clusters Score -1633606 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1634059.750000 Penalty: 3170.446289
	Iteration 12Q: 3 clusters Score -1634060 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1634416.125000 Penalty: 3170.446289
	Iteration 13Q: 3 clusters Score -1634416 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1634773.625000 Penalty: 3170.446289
	Iteration 14Q: 3 clusters Score -1634774 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1635197.125000 Penalty: 3170.446289
	Iteration 15Q: 3 clusters Score -1635197 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1635552.000000 Penalty: 3170.446289
	Iteration 16Q: 3 clusters Score -1635552 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1635768.375000 Penalty: 3170.446289
	Iteration 17Q: 3 clusters Score -1635768 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1635945.625000 Penalty: 3170.446289
	Iteration 18Q: 3 clusters Score -1635946 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1636188.750000 Penalty: 3170.446289
	Iteration 19Q: 3 clusters Score -1636189 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1636468.875000 Penalty: 3170.446289
	Iteration 20F: 3 clusters Score -1636469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1636614.250000 Penalty: 3170.446289
	Iteration 21Q: 3 clusters Score -1636614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1636657.875000 Penalty: 3170.446289
	Iteration 22Q: 3 clusters Score -1636658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1636673.125000 Penalty: 3170.446289
	Iteration 23Q: 3 clusters Score -1636673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1636678.500000 Penalty: 3170.446289
	Iteration 24Q: 3 clusters Score -1636678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1636683.875000 Penalty: 3170.446289
	Iteration 25Q: 3 clusters Score -1636684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1636681.500000 Penalty: 3170.446289
	Iteration 26Q: 3 clusters Score -1636682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1636685.625000 Penalty: 3170.446289
	Iteration 27Q: 3 clusters Score -1636686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1636687.125000 Penalty: 3170.446289
	Iteration 28Q: 3 clusters Score -1636687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1636687.625000 Penalty: 3170.446289
	Iteration 29Q: 3 clusters Score -1636688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1636686.125000 Penalty: 3170.446289
	Iteration 30Q: 3 clusters Score -1636686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1636687.750000 Penalty: 3170.446289
	Iteration 31Q: 3 clusters Score -1636688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1636687.625000 Penalty: 3170.446289
	Iteration 32Q: 3 clusters Score -1636688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1636688.750000 Penalty: 3170.446289
	Iteration 33Q: 3 clusters Score -1636689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1636686.625000 Penalty: 3170.446289
	Iteration 34Q: 3 clusters Score -1636687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1636686.625000 Penalty: 3170.446289
	Iteration 35F: 3 clusters Score -1636687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 31053 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Entering Unmasked Estep 
Score: -153779424.000000 Penalty: 69440.437500
Splitting cluster 12 changes total score from -153765056.000000 to -153779424.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (31053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Entering Unmasked Estep 
Score: -3003832.250000 Penalty: 1680.810669
	Iteration 0F: 2 clusters Score -3003832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2983343.250000 Penalty: 3361.621338
	Iteration 0F: 3 clusters Score -2983343 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2994625.000000 Penalty: 3361.621338
	Iteration 1F: 3 clusters Score -2994625 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2999369.750000 Penalty: 3361.621338
	Iteration 2F: 3 clusters Score -2999370 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3005779.750000 Penalty: 3361.621338
	Iteration 3F: 3 clusters Score -3005780 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3011599.250000 Penalty: 3361.621338
	Iteration 4F: 3 clusters Score -3011599 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3014791.750000 Penalty: 3361.621338
	Iteration 5F: 3 clusters Score -3014792 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3016048.750000 Penalty: 3361.621338
	Iteration 6Q: 3 clusters Score -3016049 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3016502.500000 Penalty: 3361.621338
	Iteration 7Q: 3 clusters Score -3016502 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3016655.750000 Penalty: 3361.621338
	Iteration 8Q: 3 clusters Score -3016656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3016723.000000 Penalty: 3361.621338
	Iteration 9Q: 3 clusters Score -3016723 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3016758.500000 Penalty: 3361.621338
	Iteration 10Q: 3 clusters Score -3016758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3016769.000000 Penalty: 3361.621338
	Iteration 11Q: 3 clusters Score -3016769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3016811.750000 Penalty: 3361.621338
	Iteration 12Q: 3 clusters Score -3016812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3016818.250000 Penalty: 3361.621338
	Iteration 13Q: 3 clusters Score -3016818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3016831.000000 Penalty: 3361.621338
	Iteration 14Q: 3 clusters Score -3016831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3016838.000000 Penalty: 3361.621338
	Iteration 15Q: 3 clusters Score -3016838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3016856.250000 Penalty: 3361.621338
	Iteration 16Q: 3 clusters Score -3016856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3016858.750000 Penalty: 3361.621338
	Iteration 17Q: 3 clusters Score -3016859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3016863.000000 Penalty: 3361.621338
	Iteration 18Q: 3 clusters Score -3016863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3016876.250000 Penalty: 3361.621338
	Iteration 19Q: 3 clusters Score -3016876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3016919.000000 Penalty: 3361.621338
	Iteration 20F: 3 clusters Score -3016919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3016954.500000 Penalty: 3361.621338
	Iteration 21Q: 3 clusters Score -3016954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3016995.500000 Penalty: 3361.621338
	Iteration 22Q: 3 clusters Score -3016996 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3017037.750000 Penalty: 3361.621338
	Iteration 23Q: 3 clusters Score -3017038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3017097.750000 Penalty: 3361.621338
	Iteration 24Q: 3 clusters Score -3017098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3017143.500000 Penalty: 3361.621338
	Iteration 25Q: 3 clusters Score -3017144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3017189.500000 Penalty: 3361.621338
	Iteration 26Q: 3 clusters Score -3017190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3017238.000000 Penalty: 3361.621338
	Iteration 27Q: 3 clusters Score -3017238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3017272.500000 Penalty: 3361.621338
	Iteration 28Q: 3 clusters Score -3017272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3017296.500000 Penalty: 3361.621338
	Iteration 29Q: 3 clusters Score -3017296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3017306.000000 Penalty: 3361.621338
	Iteration 30Q: 3 clusters Score -3017306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3017316.000000 Penalty: 3361.621338
	Iteration 31Q: 3 clusters Score -3017316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3017320.250000 Penalty: 3361.621338
	Iteration 32Q: 3 clusters Score -3017320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3017324.500000 Penalty: 3361.621338
	Iteration 33Q: 3 clusters Score -3017324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3017334.000000 Penalty: 3361.621338
	Iteration 34Q: 3 clusters Score -3017334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3017335.250000 Penalty: 3361.621338
	Iteration 35Q: 3 clusters Score -3017335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3017338.500000 Penalty: 3361.621338
	Iteration 36Q: 3 clusters Score -3017338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3017341.750000 Penalty: 3361.621338
	Iteration 37Q: 3 clusters Score -3017342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3017341.500000 Penalty: 3361.621338
	Iteration 38Q: 3 clusters Score -3017342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3017348.500000 Penalty: 3361.621338
	Iteration 39Q: 3 clusters Score -3017348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3017356.250000 Penalty: 3361.621338
	Iteration 40F: 3 clusters Score -3017356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3017377.250000 Penalty: 3361.621338
	Iteration 41Q: 3 clusters Score -3017377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3017396.750000 Penalty: 3361.621338
	Iteration 42Q: 3 clusters Score -3017397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3017410.250000 Penalty: 3361.621338
	Iteration 43Q: 3 clusters Score -3017410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3017423.750000 Penalty: 3361.621338
	Iteration 44Q: 3 clusters Score -3017424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3017457.000000 Penalty: 3361.621338
	Iteration 45Q: 3 clusters Score -3017457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3017492.250000 Penalty: 3361.621338
	Iteration 46Q: 3 clusters Score -3017492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3017542.750000 Penalty: 3361.621338
	Iteration 47Q: 3 clusters Score -3017543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3017587.750000 Penalty: 3361.621338
	Iteration 48Q: 3 clusters Score -3017588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3017635.250000 Penalty: 3361.621338
	Iteration 49Q: 3 clusters Score -3017635 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3017679.250000 Penalty: 3361.621338
	Iteration 50Q: 3 clusters Score -3017679 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3017732.500000 Penalty: 3361.621338
	Iteration 51Q: 3 clusters Score -3017732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3017763.250000 Penalty: 3361.621338
	Iteration 52Q: 3 clusters Score -3017763 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3017786.250000 Penalty: 3361.621338
	Iteration 53Q: 3 clusters Score -3017786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3017823.500000 Penalty: 3361.621338
	Iteration 54Q: 3 clusters Score -3017824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3017820.000000 Penalty: 3361.621338
	Iteration 55Q: 3 clusters Score -3017820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3017841.500000 Penalty: 3361.621338
	Iteration 56Q: 3 clusters Score -3017842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3017855.250000 Penalty: 3361.621338
	Iteration 57Q: 3 clusters Score -3017855 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3017878.250000 Penalty: 3361.621338
	Iteration 58Q: 3 clusters Score -3017878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3017913.750000 Penalty: 3361.621338
	Iteration 59Q: 3 clusters Score -3017914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3017948.750000 Penalty: 3361.621338
	Iteration 60F: 3 clusters Score -3017949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3017975.500000 Penalty: 3361.621338
	Iteration 61Q: 3 clusters Score -3017976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3018058.500000 Penalty: 3361.621338
	Iteration 62Q: 3 clusters Score -3018058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3018228.750000 Penalty: 3361.621338
	Iteration 63Q: 3 clusters Score -3018229 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3018607.750000 Penalty: 3361.621338
	Iteration 64Q: 3 clusters Score -3018608 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3019276.750000 Penalty: 3361.621338
	Iteration 65Q: 3 clusters Score -3019277 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3020464.500000 Penalty: 3361.621338
	Iteration 66Q: 3 clusters Score -3020464 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3021553.000000 Penalty: 3361.621338
	Iteration 67Q: 3 clusters Score -3021553 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3022096.250000 Penalty: 3361.621338
	Iteration 68Q: 3 clusters Score -3022096 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3022534.250000 Penalty: 3361.621338
	Iteration 69Q: 3 clusters Score -3022534 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3022831.750000 Penalty: 3361.621338
	Iteration 70Q: 3 clusters Score -3022832 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3022968.000000 Penalty: 3361.621338
	Iteration 71Q: 3 clusters Score -3022968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3023053.250000 Penalty: 3361.621338
	Iteration 72Q: 3 clusters Score -3023053 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3023072.500000 Penalty: 3361.621338
	Iteration 73Q: 3 clusters Score -3023072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3023092.000000 Penalty: 3361.621338
	Iteration 74Q: 3 clusters Score -3023092 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3023113.250000 Penalty: 3361.621338
	Iteration 75Q: 3 clusters Score -3023113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3023107.000000 Penalty: 3361.621338
	Iteration 76Q: 3 clusters Score -3023107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3023116.250000 Penalty: 3361.621338
	Iteration 77Q: 3 clusters Score -3023116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3023106.000000 Penalty: 3361.621338
	Iteration 78Q: 3 clusters Score -3023106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3023106.750000 Penalty: 3361.621338
	Iteration 79Q: 3 clusters Score -3023107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3023106.500000 Penalty: 3361.621338
	Iteration 80F: 3 clusters Score -3023106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3023107.500000 Penalty: 3361.621338
	Iteration 81Q: 3 clusters Score -3023108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3023107.250000 Penalty: 3361.621338
	Iteration 82Q: 3 clusters Score -3023107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3023107.250000 Penalty: 3361.621338
	Iteration 83F: 3 clusters Score -3023107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 81464 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 12902 members 
Entering Unmasked Estep 
Score: -153796080.000000 Penalty: 71755.125000
Splitting cluster 13 changes total score from -153765056.000000 to -153796080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (14203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Entering Unmasked Estep 
Score: -1482869.375000 Penalty: 1553.696411
	Iteration 0F: 2 clusters Score -1482869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1473069.250000 Penalty: 3107.392822
	Iteration 0F: 3 clusters Score -1473069 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1476946.875000 Penalty: 3107.392822
	Iteration 1F: 3 clusters Score -1476947 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1477758.000000 Penalty: 3107.392822
	Iteration 2F: 3 clusters Score -1477758 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1478646.625000 Penalty: 3107.392822
	Iteration 3F: 3 clusters Score -1478647 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1479674.750000 Penalty: 3107.392822
	Iteration 4F: 3 clusters Score -1479675 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1480552.625000 Penalty: 3107.392822
	Iteration 5F: 3 clusters Score -1480553 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1481162.250000 Penalty: 3107.392822
	Iteration 6F: 3 clusters Score -1481162 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1481557.875000 Penalty: 3107.392822
	Iteration 7Q: 3 clusters Score -1481558 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1481772.625000 Penalty: 3107.392822
	Iteration 8Q: 3 clusters Score -1481773 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1481915.000000 Penalty: 3107.392822
	Iteration 9Q: 3 clusters Score -1481915 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1482005.625000 Penalty: 3107.392822
	Iteration 10Q: 3 clusters Score -1482006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1482052.875000 Penalty: 3107.392822
	Iteration 11Q: 3 clusters Score -1482053 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1482087.500000 Penalty: 3107.392822
	Iteration 12Q: 3 clusters Score -1482088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1482116.875000 Penalty: 3107.392822
	Iteration 13Q: 3 clusters Score -1482117 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1482137.500000 Penalty: 3107.392822
	Iteration 14Q: 3 clusters Score -1482138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1482151.625000 Penalty: 3107.392822
	Iteration 15Q: 3 clusters Score -1482152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1482172.750000 Penalty: 3107.392822
	Iteration 16Q: 3 clusters Score -1482173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1482194.250000 Penalty: 3107.392822
	Iteration 17Q: 3 clusters Score -1482194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1482222.125000 Penalty: 3107.392822
	Iteration 18Q: 3 clusters Score -1482222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1482243.000000 Penalty: 3107.392822
	Iteration 19Q: 3 clusters Score -1482243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1482263.125000 Penalty: 3107.392822
	Iteration 20F: 3 clusters Score -1482263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1482285.375000 Penalty: 3107.392822
	Iteration 21Q: 3 clusters Score -1482285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1482303.000000 Penalty: 3107.392822
	Iteration 22Q: 3 clusters Score -1482303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1482315.750000 Penalty: 3107.392822
	Iteration 23Q: 3 clusters Score -1482316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1482316.125000 Penalty: 3107.392822
	Iteration 24Q: 3 clusters Score -1482316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1482322.375000 Penalty: 3107.392822
	Iteration 25Q: 3 clusters Score -1482322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1482326.375000 Penalty: 3107.392822
	Iteration 26Q: 3 clusters Score -1482326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1482329.875000 Penalty: 3107.392822
	Iteration 27Q: 3 clusters Score -1482330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1482335.625000 Penalty: 3107.392822
	Iteration 28Q: 3 clusters Score -1482336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1482337.750000 Penalty: 3107.392822
	Iteration 29Q: 3 clusters Score -1482338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1482341.250000 Penalty: 3107.392822
	Iteration 30Q: 3 clusters Score -1482341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1482342.750000 Penalty: 3107.392822
	Iteration 31Q: 3 clusters Score -1482343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1482346.000000 Penalty: 3107.392822
	Iteration 32Q: 3 clusters Score -1482346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1482350.375000 Penalty: 3107.392822
	Iteration 33Q: 3 clusters Score -1482350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1482347.875000 Penalty: 3107.392822
	Iteration 34Q: 3 clusters Score -1482348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1482347.000000 Penalty: 3107.392822
	Iteration 35Q: 3 clusters Score -1482347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1482349.375000 Penalty: 3107.392822
	Iteration 36Q: 3 clusters Score -1482349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1482350.875000 Penalty: 3107.392822
	Iteration 37Q: 3 clusters Score -1482351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1482356.500000 Penalty: 3107.392822
	Iteration 38Q: 3 clusters Score -1482356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1482357.625000 Penalty: 3107.392822
	Iteration 39Q: 3 clusters Score -1482358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1482356.375000 Penalty: 3107.392822
	Iteration 40F: 3 clusters Score -1482356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1482356.375000 Penalty: 3107.392822
	Iteration 41Q: 3 clusters Score -1482356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1482351.125000 Penalty: 3107.392822
	Iteration 42Q: 3 clusters Score -1482351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1482355.875000 Penalty: 3107.392822
	Iteration 43Q: 3 clusters Score -1482356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1482355.125000 Penalty: 3107.392822
	Iteration 44Q: 3 clusters Score -1482355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1482354.875000 Penalty: 3107.392822
	Iteration 45Q: 3 clusters Score -1482355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1482355.250000 Penalty: 3107.392822
	Iteration 46Q: 3 clusters Score -1482355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1482354.125000 Penalty: 3107.392822
	Iteration 47Q: 3 clusters Score -1482354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1482354.250000 Penalty: 3107.392822
	Iteration 48Q: 3 clusters Score -1482354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1482355.875000 Penalty: 3107.392822
	Iteration 49Q: 3 clusters Score -1482356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1482355.875000 Penalty: 3107.392822
	Iteration 50F: 3 clusters Score -1482356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Entering Unmasked Estep 
Score: -5808258.000000 Penalty: 1777.772095
	Iteration 0F: 2 clusters Score -5808258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -5770414.000000 Penalty: 3555.544189
	Iteration 0F: 3 clusters Score -5770414 nChanged 26706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -5786108.500000 Penalty: 3555.544189
	Iteration 1F: 3 clusters Score -5786108 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5787140.500000 Penalty: 3555.544189
	Iteration 2Q: 3 clusters Score -5787140 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5788402.500000 Penalty: 3555.544189
	Iteration 3Q: 3 clusters Score -5788402 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -5789989.500000 Penalty: 3555.544189
	Iteration 4F: 3 clusters Score -5789990 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -5791938.500000 Penalty: 3555.544189
	Iteration 5F: 3 clusters Score -5791938 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -5794057.500000 Penalty: 3555.544189
	Iteration 6F: 3 clusters Score -5794058 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5795883.000000 Penalty: 3555.544189
	Iteration 7F: 3 clusters Score -5795883 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -5797174.000000 Penalty: 3555.544189
	Iteration 8Q: 3 clusters Score -5797174 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -5798158.500000 Penalty: 3555.544189
	Iteration 9Q: 3 clusters Score -5798158 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -5799012.500000 Penalty: 3555.544189
	Iteration 10Q: 3 clusters Score -5799012 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5799733.000000 Penalty: 3555.544189
	Iteration 11Q: 3 clusters Score -5799733 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5800504.500000 Penalty: 3555.544189
	Iteration 12Q: 3 clusters Score -5800504 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5801369.000000 Penalty: 3555.544189
	Iteration 13Q: 3 clusters Score -5801369 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5802343.000000 Penalty: 3555.544189
	Iteration 14Q: 3 clusters Score -5802343 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5803224.500000 Penalty: 3555.544189
	Iteration 15Q: 3 clusters Score -5803224 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -5804126.500000 Penalty: 3555.544189
	Iteration 16Q: 3 clusters Score -5804126 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -5804964.000000 Penalty: 3555.544189
	Iteration 17Q: 3 clusters Score -5804964 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5805717.500000 Penalty: 3555.544189
	Iteration 18Q: 3 clusters Score -5805718 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -5806210.500000 Penalty: 3555.544189
	Iteration 19Q: 3 clusters Score -5806210 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -5806534.000000 Penalty: 3555.544189
	Iteration 20F: 3 clusters Score -5806534 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -5806769.500000 Penalty: 3555.544189
	Iteration 21Q: 3 clusters Score -5806770 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -5806967.000000 Penalty: 3555.544189
	Iteration 22Q: 3 clusters Score -5806967 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -5807122.000000 Penalty: 3555.544189
	Iteration 23Q: 3 clusters Score -5807122 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -5807234.500000 Penalty: 3555.544189
	Iteration 24Q: 3 clusters Score -5807234 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -5807315.500000 Penalty: 3555.544189
	Iteration 25Q: 3 clusters Score -5807316 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -5807397.000000 Penalty: 3555.544189
	Iteration 26Q: 3 clusters Score -5807397 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -5807437.500000 Penalty: 3555.544189
	Iteration 27Q: 3 clusters Score -5807438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5807446.000000 Penalty: 3555.544189
	Iteration 28Q: 3 clusters Score -5807446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -5807491.000000 Penalty: 3555.544189
	Iteration 29Q: 3 clusters Score -5807491 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -5807543.000000 Penalty: 3555.544189
	Iteration 30Q: 3 clusters Score -5807543 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -5807560.000000 Penalty: 3555.544189
	Iteration 31Q: 3 clusters Score -5807560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -5807537.000000 Penalty: 3555.544189
	Iteration 32Q: 3 clusters Score -5807537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -5807559.000000 Penalty: 3555.544189
	Iteration 33Q: 3 clusters Score -5807559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -5807552.500000 Penalty: 3555.544189
	Iteration 34Q: 3 clusters Score -5807552 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -5807580.500000 Penalty: 3555.544189
	Iteration 35Q: 3 clusters Score -5807580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -5807603.500000 Penalty: 3555.544189
	Iteration 36Q: 3 clusters Score -5807604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -5807603.000000 Penalty: 3555.544189
	Iteration 37Q: 3 clusters Score -5807603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -5807621.500000 Penalty: 3555.544189
	Iteration 38Q: 3 clusters Score -5807622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -5807631.000000 Penalty: 3555.544189
	Iteration 39Q: 3 clusters Score -5807631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -5807627.000000 Penalty: 3555.544189
	Iteration 40F: 3 clusters Score -5807627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -5807629.000000 Penalty: 3555.544189
	Iteration 41Q: 3 clusters Score -5807629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -5807648.000000 Penalty: 3555.544189
	Iteration 42Q: 3 clusters Score -5807648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -5807652.500000 Penalty: 3555.544189
	Iteration 43Q: 3 clusters Score -5807652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -5807666.000000 Penalty: 3555.544189
	Iteration 44Q: 3 clusters Score -5807666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -5807671.500000 Penalty: 3555.544189
	Iteration 45Q: 3 clusters Score -5807672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -5807678.500000 Penalty: 3555.544189
	Iteration 46Q: 3 clusters Score -5807678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -5807682.500000 Penalty: 3555.544189
	Iteration 47Q: 3 clusters Score -5807682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -5807685.000000 Penalty: 3555.544189
	Iteration 48Q: 3 clusters Score -5807685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -5807690.500000 Penalty: 3555.544189
	Iteration 49Q: 3 clusters Score -5807690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -5807690.000000 Penalty: 3555.544189
	Iteration 50Q: 3 clusters Score -5807690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -5807686.000000 Penalty: 3555.544189
	Iteration 51Q: 3 clusters Score -5807686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -5807678.000000 Penalty: 3555.544189
	Iteration 52Q: 3 clusters Score -5807678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -5807686.000000 Penalty: 3555.544189
	Iteration 53Q: 3 clusters Score -5807686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -5807680.000000 Penalty: 3555.544189
	Iteration 54Q: 3 clusters Score -5807680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -5807679.500000 Penalty: 3555.544189
	Iteration 55Q: 3 clusters Score -5807680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -5807689.000000 Penalty: 3555.544189
	Iteration 56Q: 3 clusters Score -5807689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -5807693.000000 Penalty: 3555.544189
	Iteration 57Q: 3 clusters Score -5807693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -5807694.500000 Penalty: 3555.544189
	Iteration 58Q: 3 clusters Score -5807694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -5807689.500000 Penalty: 3555.544189
	Iteration 59Q: 3 clusters Score -5807690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -5807694.000000 Penalty: 3555.544189
	Iteration 60F: 3 clusters Score -5807694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -5807692.500000 Penalty: 3555.544189
	Iteration 61Q: 3 clusters Score -5807692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -5807691.500000 Penalty: 3555.544189
	Iteration 62Q: 3 clusters Score -5807692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -5807693.500000 Penalty: 3555.544189
	Iteration 63Q: 3 clusters Score -5807694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -5807691.500000 Penalty: 3555.544189
	Iteration 64Q: 3 clusters Score -5807692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -5807696.000000 Penalty: 3555.544189
	Iteration 65Q: 3 clusters Score -5807696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -5807696.000000 Penalty: 3555.544189
	Iteration 66F: 3 clusters Score -5807696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Entering Unmasked Estep 
Score: -8234055.500000 Penalty: 1837.536499
	Iteration 0F: 2 clusters Score -8234056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8179565.500000 Penalty: 3675.072998
	Iteration 0F: 3 clusters Score -8179566 nChanged 39031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -8203824.000000 Penalty: 3675.072998
	Iteration 1F: 3 clusters Score -8203824 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8206492.000000 Penalty: 3675.072998
	Iteration 2F: 3 clusters Score -8206492 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -8210558.500000 Penalty: 3675.072998
	Iteration 3F: 3 clusters Score -8210558 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8216194.500000 Penalty: 3675.072998
	Iteration 4F: 3 clusters Score -8216194 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8223353.500000 Penalty: 3675.072998
	Iteration 5F: 3 clusters Score -8223354 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8230878.000000 Penalty: 3675.072998
	Iteration 6F: 3 clusters Score -8230878 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8237797.000000 Penalty: 3675.072998
	Iteration 7F: 3 clusters Score -8237797 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8242444.500000 Penalty: 3675.072998
	Iteration 8F: 3 clusters Score -8242444 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -8244915.500000 Penalty: 3675.072998
	Iteration 9Q: 3 clusters Score -8244916 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -8246867.000000 Penalty: 3675.072998
	Iteration 10Q: 3 clusters Score -8246867 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -8248441.500000 Penalty: 3675.072998
	Iteration 11Q: 3 clusters Score -8248442 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -8249821.000000 Penalty: 3675.072998
	Iteration 12Q: 3 clusters Score -8249821 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -8250813.000000 Penalty: 3675.072998
	Iteration 13Q: 3 clusters Score -8250813 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -8251506.000000 Penalty: 3675.072998
	Iteration 14Q: 3 clusters Score -8251506 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -8251972.500000 Penalty: 3675.072998
	Iteration 15Q: 3 clusters Score -8251972 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -8252320.000000 Penalty: 3675.072998
	Iteration 16Q: 3 clusters Score -8252320 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -8252613.000000 Penalty: 3675.072998
	Iteration 17Q: 3 clusters Score -8252613 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -8252841.500000 Penalty: 3675.072998
	Iteration 18Q: 3 clusters Score -8252842 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -8253031.000000 Penalty: 3675.072998
	Iteration 19Q: 3 clusters Score -8253031 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -8253257.000000 Penalty: 3675.072998
	Iteration 20F: 3 clusters Score -8253257 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8253399.500000 Penalty: 3675.072998
	Iteration 21Q: 3 clusters Score -8253400 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -8253427.000000 Penalty: 3675.072998
	Iteration 22Q: 3 clusters Score -8253427 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -8253425.000000 Penalty: 3675.072998
	Iteration 23Q: 3 clusters Score -8253425 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -8253454.500000 Penalty: 3675.072998
	Iteration 24Q: 3 clusters Score -8253454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -8253468.500000 Penalty: 3675.072998
	Iteration 25Q: 3 clusters Score -8253468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -8253461.000000 Penalty: 3675.072998
	Iteration 26Q: 3 clusters Score -8253461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -8253461.500000 Penalty: 3675.072998
	Iteration 27Q: 3 clusters Score -8253462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -8253472.000000 Penalty: 3675.072998
	Iteration 28Q: 3 clusters Score -8253472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -8253478.500000 Penalty: 3675.072998
	Iteration 29Q: 3 clusters Score -8253478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -8253477.500000 Penalty: 3675.072998
	Iteration 30Q: 3 clusters Score -8253478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -8253487.500000 Penalty: 3675.072998
	Iteration 31Q: 3 clusters Score -8253488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -8253492.500000 Penalty: 3675.072998
	Iteration 32Q: 3 clusters Score -8253492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -8253492.500000 Penalty: 3675.072998
	Iteration 33F: 3 clusters Score -8253492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 148528 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 12902 members 
Mstep: Class 32 contains 27982 members 
Entering Unmasked Estep 
Score: -153817376.000000 Penalty: 74069.804688
Splitting cluster 16 changes total score from -153765056.000000 to -153817376.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (148528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Entering Unmasked Estep 
Score: -15457656.000000 Penalty: 1935.135864
	Iteration 0F: 2 clusters Score -1.545766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -15358552.000000 Penalty: 3870.271729
	Iteration 0F: 3 clusters Score -1.535855e+07 nChanged 71865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -15401618.000000 Penalty: 3870.271729
	Iteration 1F: 3 clusters Score -1.540162e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -15404722.000000 Penalty: 3870.271729
	Iteration 2Q: 3 clusters Score -1.540472e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -15409263.000000 Penalty: 3870.271729
	Iteration 3F: 3 clusters Score -1.540926e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -15414521.000000 Penalty: 3870.271729
	Iteration 4F: 3 clusters Score -1.541452e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -15419754.000000 Penalty: 3870.271729
	Iteration 5F: 3 clusters Score -1.541975e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -15424325.000000 Penalty: 3870.271729
	Iteration 6F: 3 clusters Score -1.542432e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -15427791.000000 Penalty: 3870.271729
	Iteration 7F: 3 clusters Score -1.542779e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -15430705.000000 Penalty: 3870.271729
	Iteration 8Q: 3 clusters Score -1.54307e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -15433028.000000 Penalty: 3870.271729
	Iteration 9Q: 3 clusters Score -1.543303e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -15434879.000000 Penalty: 3870.271729
	Iteration 10Q: 3 clusters Score -1.543488e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -15436043.000000 Penalty: 3870.271729
	Iteration 11Q: 3 clusters Score -1.543604e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -15436923.000000 Penalty: 3870.271729
	Iteration 12Q: 3 clusters Score -1.543692e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -15437478.000000 Penalty: 3870.271729
	Iteration 13Q: 3 clusters Score -1.543748e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -15437988.000000 Penalty: 3870.271729
	Iteration 14Q: 3 clusters Score -1.543799e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -15438595.000000 Penalty: 3870.271729
	Iteration 15Q: 3 clusters Score -1.54386e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -15439345.000000 Penalty: 3870.271729
	Iteration 16Q: 3 clusters Score -1.543934e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -15440273.000000 Penalty: 3870.271729
	Iteration 17Q: 3 clusters Score -1.544027e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -15441040.000000 Penalty: 3870.271729
	Iteration 18Q: 3 clusters Score -1.544104e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -15442236.000000 Penalty: 3870.271729
	Iteration 19Q: 3 clusters Score -1.544224e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -15443573.000000 Penalty: 3870.271729
	Iteration 20F: 3 clusters Score -1.544357e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -15444800.000000 Penalty: 3870.271729
	Iteration 21Q: 3 clusters Score -1.54448e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -15446177.000000 Penalty: 3870.271729
	Iteration 22Q: 3 clusters Score -1.544618e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -15447396.000000 Penalty: 3870.271729
	Iteration 23Q: 3 clusters Score -1.54474e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -15448767.000000 Penalty: 3870.271729
	Iteration 24Q: 3 clusters Score -1.544877e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -15449936.000000 Penalty: 3870.271729
	Iteration 25Q: 3 clusters Score -1.544994e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -15451030.000000 Penalty: 3870.271729
	Iteration 26Q: 3 clusters Score -1.545103e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -15451973.000000 Penalty: 3870.271729
	Iteration 27Q: 3 clusters Score -1.545197e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -15452666.000000 Penalty: 3870.271729
	Iteration 28Q: 3 clusters Score -1.545267e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -15453291.000000 Penalty: 3870.271729
	Iteration 29Q: 3 clusters Score -1.545329e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -15453855.000000 Penalty: 3870.271729
	Iteration 30Q: 3 clusters Score -1.545386e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -15454296.000000 Penalty: 3870.271729
	Iteration 31Q: 3 clusters Score -1.54543e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -15454643.000000 Penalty: 3870.271729
	Iteration 32Q: 3 clusters Score -1.545464e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -15455038.000000 Penalty: 3870.271729
	Iteration 33Q: 3 clusters Score -1.545504e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -15455390.000000 Penalty: 3870.271729
	Iteration 34Q: 3 clusters Score -1.545539e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -15455727.000000 Penalty: 3870.271729
	Iteration 35Q: 3 clusters Score -1.545573e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119167 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -15456029.000000 Penalty: 3870.271729
	Iteration 36Q: 3 clusters Score -1.545603e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -15456309.000000 Penalty: 3870.271729
	Iteration 37Q: 3 clusters Score -1.545631e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121444 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -15456572.000000 Penalty: 3870.271729
	Iteration 38Q: 3 clusters Score -1.545657e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -15456868.000000 Penalty: 3870.271729
	Iteration 39Q: 3 clusters Score -1.545687e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -15457162.000000 Penalty: 3870.271729
	Iteration 40F: 3 clusters Score -1.545716e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -15457445.000000 Penalty: 3870.271729
	Iteration 41Q: 3 clusters Score -1.545744e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125375 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -15457733.000000 Penalty: 3870.271729
	Iteration 42Q: 3 clusters Score -1.545773e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -15457966.000000 Penalty: 3870.271729
	Iteration 43Q: 3 clusters Score -1.545797e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -15458108.000000 Penalty: 3870.271729
	Iteration 44Q: 3 clusters Score -1.545811e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -15458316.000000 Penalty: 3870.271729
	Iteration 45Q: 3 clusters Score -1.545832e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128611 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -15458471.000000 Penalty: 3870.271729
	Iteration 46Q: 3 clusters Score -1.545847e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129191 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -15458594.000000 Penalty: 3870.271729
	Iteration 47Q: 3 clusters Score -1.545859e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129737 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -15458702.000000 Penalty: 3870.271729
	Iteration 48Q: 3 clusters Score -1.54587e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130268 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -15458826.000000 Penalty: 3870.271729
	Iteration 49Q: 3 clusters Score -1.545883e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -15458883.000000 Penalty: 3870.271729
	Iteration 50Q: 3 clusters Score -1.545888e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -15459000.000000 Penalty: 3870.271729
	Iteration 51Q: 3 clusters Score -1.5459e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -15459053.000000 Penalty: 3870.271729
	Iteration 52Q: 3 clusters Score -1.545905e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132007 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -15459069.000000 Penalty: 3870.271729
	Iteration 53Q: 3 clusters Score -1.545907e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -15459107.000000 Penalty: 3870.271729
	Iteration 54Q: 3 clusters Score -1.545911e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -15459139.000000 Penalty: 3870.271729
	Iteration 55Q: 3 clusters Score -1.545914e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132957 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -15459170.000000 Penalty: 3870.271729
	Iteration 56Q: 3 clusters Score -1.545917e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133209 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -15459135.000000 Penalty: 3870.271729
	Iteration 57Q: 3 clusters Score -1.545914e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -15459158.000000 Penalty: 3870.271729
	Iteration 58Q: 3 clusters Score -1.545916e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133681 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -15459224.000000 Penalty: 3870.271729
	Iteration 59Q: 3 clusters Score -1.545922e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133905 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -15459246.000000 Penalty: 3870.271729
	Iteration 60F: 3 clusters Score -1.545925e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134105 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -15459246.000000 Penalty: 3870.271729
	Iteration 61Q: 3 clusters Score -1.545925e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134276 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -15459258.000000 Penalty: 3870.271729
	Iteration 62Q: 3 clusters Score -1.545926e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134443 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -15459278.000000 Penalty: 3870.271729
	Iteration 63Q: 3 clusters Score -1.545928e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -15459342.000000 Penalty: 3870.271729
	Iteration 64Q: 3 clusters Score -1.545934e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -15459317.000000 Penalty: 3870.271729
	Iteration 65Q: 3 clusters Score -1.545932e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -15459322.000000 Penalty: 3870.271729
	Iteration 66Q: 3 clusters Score -1.545932e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134967 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -15459323.000000 Penalty: 3870.271729
	Iteration 67Q: 3 clusters Score -1.545932e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135063 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -15459338.000000 Penalty: 3870.271729
	Iteration 68Q: 3 clusters Score -1.545934e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -15459373.000000 Penalty: 3870.271729
	Iteration 69Q: 3 clusters Score -1.545937e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -15459369.000000 Penalty: 3870.271729
	Iteration 70Q: 3 clusters Score -1.545937e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135321 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -15459390.000000 Penalty: 3870.271729
	Iteration 71Q: 3 clusters Score -1.545939e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -15459382.000000 Penalty: 3870.271729
	Iteration 72Q: 3 clusters Score -1.545938e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135487 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -15459344.000000 Penalty: 3870.271729
	Iteration 73Q: 3 clusters Score -1.545934e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135573 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -15459355.000000 Penalty: 3870.271729
	Iteration 74Q: 3 clusters Score -1.545936e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -15459360.000000 Penalty: 3870.271729
	Iteration 75Q: 3 clusters Score -1.545936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135722 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -15459339.000000 Penalty: 3870.271729
	Iteration 76Q: 3 clusters Score -1.545934e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -15459376.000000 Penalty: 3870.271729
	Iteration 77Q: 3 clusters Score -1.545938e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135852 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -15459392.000000 Penalty: 3870.271729
	Iteration 78Q: 3 clusters Score -1.545939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135916 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -15459375.000000 Penalty: 3870.271729
	Iteration 79Q: 3 clusters Score -1.545938e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -15459380.000000 Penalty: 3870.271729
	Iteration 80F: 3 clusters Score -1.545938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -15459375.000000 Penalty: 3870.271729
	Iteration 81Q: 3 clusters Score -1.545938e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136080 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -15459366.000000 Penalty: 3870.271729
	Iteration 82Q: 3 clusters Score -1.545937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -15459385.000000 Penalty: 3870.271729
	Iteration 83Q: 3 clusters Score -1.545938e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -15459362.000000 Penalty: 3870.271729
	Iteration 84Q: 3 clusters Score -1.545936e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136255 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -15459414.000000 Penalty: 3870.271729
	Iteration 85Q: 3 clusters Score -1.545941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136319 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -15459391.000000 Penalty: 3870.271729
	Iteration 86Q: 3 clusters Score -1.545939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -15459409.000000 Penalty: 3870.271729
	Iteration 87Q: 3 clusters Score -1.545941e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136433 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -15459389.000000 Penalty: 3870.271729
	Iteration 88Q: 3 clusters Score -1.545939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -15459409.000000 Penalty: 3870.271729
	Iteration 89Q: 3 clusters Score -1.545941e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -15459412.000000 Penalty: 3870.271729
	Iteration 90Q: 3 clusters Score -1.545941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136564 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -15459399.000000 Penalty: 3870.271729
	Iteration 91Q: 3 clusters Score -1.54594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136597 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -15459393.000000 Penalty: 3870.271729
	Iteration 92Q: 3 clusters Score -1.545939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -15459400.000000 Penalty: 3870.271729
	Iteration 93Q: 3 clusters Score -1.54594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -15459396.000000 Penalty: 3870.271729
	Iteration 94Q: 3 clusters Score -1.54594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -15459398.000000 Penalty: 3870.271729
	Iteration 95Q: 3 clusters Score -1.54594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136737 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -15459388.000000 Penalty: 3870.271729
	Iteration 96Q: 3 clusters Score -1.545939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -15459382.000000 Penalty: 3870.271729
	Iteration 97Q: 3 clusters Score -1.545938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136822 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -15459384.000000 Penalty: 3870.271729
	Iteration 98Q: 3 clusters Score -1.545938e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -15459401.000000 Penalty: 3870.271729
	Iteration 99Q: 3 clusters Score -1.54594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -15459420.000000 Penalty: 3870.271729
	Iteration 100F: 3 clusters Score -1.545942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136947 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -15459428.000000 Penalty: 3870.271729
	Iteration 101Q: 3 clusters Score -1.545943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -15459435.000000 Penalty: 3870.271729
	Iteration 102Q: 3 clusters Score -1.545944e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137040 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -15459456.000000 Penalty: 3870.271729
	Iteration 103Q: 3 clusters Score -1.545946e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137098 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -15459461.000000 Penalty: 3870.271729
	Iteration 104Q: 3 clusters Score -1.545946e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -15459459.000000 Penalty: 3870.271729
	Iteration 105Q: 3 clusters Score -1.545946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137182 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -15459479.000000 Penalty: 3870.271729
	Iteration 106Q: 3 clusters Score -1.545948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137232 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -15459476.000000 Penalty: 3870.271729
	Iteration 107Q: 3 clusters Score -1.545948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137281 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -15459488.000000 Penalty: 3870.271729
	Iteration 108Q: 3 clusters Score -1.545949e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137334 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -15459505.000000 Penalty: 3870.271729
	Iteration 109Q: 3 clusters Score -1.54595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -15459513.000000 Penalty: 3870.271729
	Iteration 110Q: 3 clusters Score -1.545951e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -15459505.000000 Penalty: 3870.271729
	Iteration 111Q: 3 clusters Score -1.54595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137519 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -15459517.000000 Penalty: 3870.271729
	Iteration 112Q: 3 clusters Score -1.545952e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137568 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -15459505.000000 Penalty: 3870.271729
	Iteration 113Q: 3 clusters Score -1.54595e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -15459549.000000 Penalty: 3870.271729
	Iteration 114Q: 3 clusters Score -1.545955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137657 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -15459536.000000 Penalty: 3870.271729
	Iteration 115Q: 3 clusters Score -1.545954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -15459540.000000 Penalty: 3870.271729
	Iteration 116Q: 3 clusters Score -1.545954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137750 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -15459542.000000 Penalty: 3870.271729
	Iteration 117Q: 3 clusters Score -1.545954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137803 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -15459562.000000 Penalty: 3870.271729
	Iteration 118Q: 3 clusters Score -1.545956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137853 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -15459561.000000 Penalty: 3870.271729
	Iteration 119Q: 3 clusters Score -1.545956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -15459566.000000 Penalty: 3870.271729
	Iteration 120F: 3 clusters Score -1.545957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137933 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -15459561.000000 Penalty: 3870.271729
	Iteration 121Q: 3 clusters Score -1.545956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -15459554.000000 Penalty: 3870.271729
	Iteration 122Q: 3 clusters Score -1.545955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -15459544.000000 Penalty: 3870.271729
	Iteration 123Q: 3 clusters Score -1.545954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -15459562.000000 Penalty: 3870.271729
	Iteration 124Q: 3 clusters Score -1.545956e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -15459541.000000 Penalty: 3870.271729
	Iteration 125Q: 3 clusters Score -1.545954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138156 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -15459544.000000 Penalty: 3870.271729
	Iteration 126Q: 3 clusters Score -1.545954e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138204 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -15459546.000000 Penalty: 3870.271729
	Iteration 127Q: 3 clusters Score -1.545955e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -15459558.000000 Penalty: 3870.271729
	Iteration 128Q: 3 clusters Score -1.545956e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -15459543.000000 Penalty: 3870.271729
	Iteration 129Q: 3 clusters Score -1.545954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138336 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -15459536.000000 Penalty: 3870.271729
	Iteration 130Q: 3 clusters Score -1.545954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -15459554.000000 Penalty: 3870.271729
	Iteration 131Q: 3 clusters Score -1.545955e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138411 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -15459558.000000 Penalty: 3870.271729
	Iteration 132Q: 3 clusters Score -1.545956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138442 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -15459573.000000 Penalty: 3870.271729
	Iteration 133Q: 3 clusters Score -1.545957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -15459580.000000 Penalty: 3870.271729
	Iteration 134Q: 3 clusters Score -1.545958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138505 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -15459598.000000 Penalty: 3870.271729
	Iteration 135Q: 3 clusters Score -1.54596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138540 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -15459593.000000 Penalty: 3870.271729
	Iteration 136Q: 3 clusters Score -1.545959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -15459589.000000 Penalty: 3870.271729
	Iteration 137Q: 3 clusters Score -1.545959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138592 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -15459609.000000 Penalty: 3870.271729
	Iteration 138Q: 3 clusters Score -1.545961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -15459611.000000 Penalty: 3870.271729
	Iteration 139Q: 3 clusters Score -1.545961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -15459625.000000 Penalty: 3870.271729
	Iteration 140F: 3 clusters Score -1.545962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138682 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -15459633.000000 Penalty: 3870.271729
	Iteration 141Q: 3 clusters Score -1.545963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -15459628.000000 Penalty: 3870.271729
	Iteration 142Q: 3 clusters Score -1.545963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -15459650.000000 Penalty: 3870.271729
	Iteration 143Q: 3 clusters Score -1.545965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -15459644.000000 Penalty: 3870.271729
	Iteration 144Q: 3 clusters Score -1.545964e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -15459623.000000 Penalty: 3870.271729
	Iteration 145Q: 3 clusters Score -1.545962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138823 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -15459660.000000 Penalty: 3870.271729
	Iteration 146Q: 3 clusters Score -1.545966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138852 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -15459643.000000 Penalty: 3870.271729
	Iteration 147Q: 3 clusters Score -1.545964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -15459652.000000 Penalty: 3870.271729
	Iteration 148Q: 3 clusters Score -1.545965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -15459633.000000 Penalty: 3870.271729
	Iteration 149Q: 3 clusters Score -1.545963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -15459623.000000 Penalty: 3870.271729
	Iteration 150Q: 3 clusters Score -1.545962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138935 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -15459632.000000 Penalty: 3870.271729
	Iteration 151Q: 3 clusters Score -1.545963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138952 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -15459636.000000 Penalty: 3870.271729
	Iteration 152Q: 3 clusters Score -1.545964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138970 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -15459628.000000 Penalty: 3870.271729
	Iteration 153Q: 3 clusters Score -1.545963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -15459641.000000 Penalty: 3870.271729
	Iteration 154Q: 3 clusters Score -1.545964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -15459646.000000 Penalty: 3870.271729
	Iteration 155Q: 3 clusters Score -1.545965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139011 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -15459635.000000 Penalty: 3870.271729
	Iteration 156Q: 3 clusters Score -1.545964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139018 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -15459642.000000 Penalty: 3870.271729
	Iteration 157Q: 3 clusters Score -1.545964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139022 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 158Q: 3 clusters Score -1.545964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -15459632.000000 Penalty: 3870.271729
	Iteration 159Q: 3 clusters Score -1.545963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -15459644.000000 Penalty: 3870.271729
	Iteration 160F: 3 clusters Score -1.545964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 161Q: 3 clusters Score -1.545965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -15459656.000000 Penalty: 3870.271729
	Iteration 162Q: 3 clusters Score -1.545966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139046 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -15459659.000000 Penalty: 3870.271729
	Iteration 163Q: 3 clusters Score -1.545966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -15459650.000000 Penalty: 3870.271729
	Iteration 164Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139050 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 165Q: 3 clusters Score -1.545965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 166Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -15459649.000000 Penalty: 3870.271729
	Iteration 167Q: 3 clusters Score -1.545965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -15459651.000000 Penalty: 3870.271729
	Iteration 168Q: 3 clusters Score -1.545965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -15459657.000000 Penalty: 3870.271729
	Iteration 169Q: 3 clusters Score -1.545966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -15459653.000000 Penalty: 3870.271729
	Iteration 170Q: 3 clusters Score -1.545965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -15459655.000000 Penalty: 3870.271729
	Iteration 171Q: 3 clusters Score -1.545966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139093 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -15459660.000000 Penalty: 3870.271729
	Iteration 172Q: 3 clusters Score -1.545966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139098 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -15459659.000000 Penalty: 3870.271729
	Iteration 173Q: 3 clusters Score -1.545966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139101 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -15459661.000000 Penalty: 3870.271729
	Iteration 174Q: 3 clusters Score -1.545966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -15459663.000000 Penalty: 3870.271729
	Iteration 175Q: 3 clusters Score -1.545966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -15459658.000000 Penalty: 3870.271729
	Iteration 176Q: 3 clusters Score -1.545966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -15459659.000000 Penalty: 3870.271729
	Iteration 177Q: 3 clusters Score -1.545966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -15459657.000000 Penalty: 3870.271729
	Iteration 178Q: 3 clusters Score -1.545966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -15459657.000000 Penalty: 3870.271729
	Iteration 179Q: 3 clusters Score -1.545966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139119 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 180F: 3 clusters Score -1.545965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139122 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -15459652.000000 Penalty: 3870.271729
	Iteration 181Q: 3 clusters Score -1.545965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139125 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -15459652.000000 Penalty: 3870.271729
	Iteration 182Q: 3 clusters Score -1.545965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139127 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 183Q: 3 clusters Score -1.545965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139130 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 184Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -15459654.000000 Penalty: 3870.271729
	Iteration 185Q: 3 clusters Score -1.545965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -15459655.000000 Penalty: 3870.271729
	Iteration 186Q: 3 clusters Score -1.545966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -15459647.000000 Penalty: 3870.271729
	Iteration 187Q: 3 clusters Score -1.545965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -15459645.000000 Penalty: 3870.271729
	Iteration 188Q: 3 clusters Score -1.545964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -15459646.000000 Penalty: 3870.271729
	Iteration 189Q: 3 clusters Score -1.545965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -15459646.000000 Penalty: 3870.271729
	Iteration 190Q: 3 clusters Score -1.545965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 191Q: 3 clusters Score -1.545964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139166 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -15459643.000000 Penalty: 3870.271729
	Iteration 192Q: 3 clusters Score -1.545964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139169 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -15459633.000000 Penalty: 3870.271729
	Iteration 193Q: 3 clusters Score -1.545963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139174 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -15459640.000000 Penalty: 3870.271729
	Iteration 194Q: 3 clusters Score -1.545964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -15459649.000000 Penalty: 3870.271729
	Iteration 195Q: 3 clusters Score -1.545965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139179 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -15459648.000000 Penalty: 3870.271729
	Iteration 196Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139183 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -15459651.000000 Penalty: 3870.271729
	Iteration 197Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139187 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 198Q: 3 clusters Score -1.545964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -15459636.000000 Penalty: 3870.271729
	Iteration 199Q: 3 clusters Score -1.545964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139196 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 200F: 3 clusters Score -1.545964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139201 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 201Q: 3 clusters Score -1.545964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139206 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -15459641.000000 Penalty: 3870.271729
	Iteration 202Q: 3 clusters Score -1.545964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139213 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -15459640.000000 Penalty: 3870.271729
	Iteration 203Q: 3 clusters Score -1.545964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139218 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -15459648.000000 Penalty: 3870.271729
	Iteration 204Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139220 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -15459648.000000 Penalty: 3870.271729
	Iteration 205Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139224 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -15459655.000000 Penalty: 3870.271729
	Iteration 206Q: 3 clusters Score -1.545966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139227 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -15459651.000000 Penalty: 3870.271729
	Iteration 207Q: 3 clusters Score -1.545965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139231 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -15459646.000000 Penalty: 3870.271729
	Iteration 208Q: 3 clusters Score -1.545965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 209Q: 3 clusters Score -1.545964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -15459638.000000 Penalty: 3870.271729
	Iteration 210F: 3 clusters Score -1.545964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 139232 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 186818 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 12902 members 
Mstep: Class 32 contains 27982 members 
Mstep: Class 33 contains 9296 members 
Entering Unmasked Estep 
Score: -153820192.000000 Penalty: 76384.484375
Splitting cluster 17 changes total score from -153765056.000000 to -153820192.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (75315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Entering Unmasked Estep 
Score: -7947673.000000 Penalty: 1824.783203
	Iteration 0F: 2 clusters Score -7947673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7897368.000000 Penalty: 3649.566406
	Iteration 0F: 3 clusters Score -7897368 nChanged 35788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -7918401.500000 Penalty: 3649.566406
	Iteration 1F: 3 clusters Score -7918402 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -7919424.000000 Penalty: 3649.566406
	Iteration 2Q: 3 clusters Score -7919424 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -7920843.500000 Penalty: 3649.566406
	Iteration 3Q: 3 clusters Score -7920844 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -7922745.000000 Penalty: 3649.566406
	Iteration 4F: 3 clusters Score -7922745 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -7925134.500000 Penalty: 3649.566406
	Iteration 5F: 3 clusters Score -7925134 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -7928002.500000 Penalty: 3649.566406
	Iteration 6F: 3 clusters Score -7928002 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -7930930.500000 Penalty: 3649.566406
	Iteration 7F: 3 clusters Score -7930930 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -7933398.500000 Penalty: 3649.566406
	Iteration 8F: 3 clusters Score -7933398 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -7935234.000000 Penalty: 3649.566406
	Iteration 9Q: 3 clusters Score -7935234 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7936750.500000 Penalty: 3649.566406
	Iteration 10Q: 3 clusters Score -7936750 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -7937928.500000 Penalty: 3649.566406
	Iteration 11Q: 3 clusters Score -7937928 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -7938969.500000 Penalty: 3649.566406
	Iteration 12Q: 3 clusters Score -7938970 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -7939828.500000 Penalty: 3649.566406
	Iteration 13Q: 3 clusters Score -7939828 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -7940512.500000 Penalty: 3649.566406
	Iteration 14Q: 3 clusters Score -7940512 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -7941060.000000 Penalty: 3649.566406
	Iteration 15Q: 3 clusters Score -7941060 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -7941539.000000 Penalty: 3649.566406
	Iteration 16Q: 3 clusters Score -7941539 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -7942005.000000 Penalty: 3649.566406
	Iteration 17Q: 3 clusters Score -7942005 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -7942460.000000 Penalty: 3649.566406
	Iteration 18Q: 3 clusters Score -7942460 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -7942815.000000 Penalty: 3649.566406
	Iteration 19Q: 3 clusters Score -7942815 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -7943265.000000 Penalty: 3649.566406
	Iteration 20F: 3 clusters Score -7943265 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7943646.000000 Penalty: 3649.566406
	Iteration 21Q: 3 clusters Score -7943646 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -7944063.000000 Penalty: 3649.566406
	Iteration 22Q: 3 clusters Score -7944063 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -7944433.000000 Penalty: 3649.566406
	Iteration 23Q: 3 clusters Score -7944433 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -7944782.000000 Penalty: 3649.566406
	Iteration 24Q: 3 clusters Score -7944782 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -7945143.500000 Penalty: 3649.566406
	Iteration 25Q: 3 clusters Score -7945144 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -7945515.000000 Penalty: 3649.566406
	Iteration 26Q: 3 clusters Score -7945515 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7945798.000000 Penalty: 3649.566406
	Iteration 27Q: 3 clusters Score -7945798 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -7946090.000000 Penalty: 3649.566406
	Iteration 28Q: 3 clusters Score -7946090 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7946295.000000 Penalty: 3649.566406
	Iteration 29Q: 3 clusters Score -7946295 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7946474.500000 Penalty: 3649.566406
	Iteration 30Q: 3 clusters Score -7946474 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7946660.000000 Penalty: 3649.566406
	Iteration 31Q: 3 clusters Score -7946660 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7946779.000000 Penalty: 3649.566406
	Iteration 32Q: 3 clusters Score -7946779 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7946845.500000 Penalty: 3649.566406
	Iteration 33Q: 3 clusters Score -7946846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7946890.500000 Penalty: 3649.566406
	Iteration 34Q: 3 clusters Score -7946890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7946946.000000 Penalty: 3649.566406
	Iteration 35Q: 3 clusters Score -7946946 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7946982.000000 Penalty: 3649.566406
	Iteration 36Q: 3 clusters Score -7946982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7947027.500000 Penalty: 3649.566406
	Iteration 37Q: 3 clusters Score -7947028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7947054.000000 Penalty: 3649.566406
	Iteration 38Q: 3 clusters Score -7947054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7947066.500000 Penalty: 3649.566406
	Iteration 39Q: 3 clusters Score -7947066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7947074.000000 Penalty: 3649.566406
	Iteration 40F: 3 clusters Score -7947074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7947102.500000 Penalty: 3649.566406
	Iteration 41Q: 3 clusters Score -7947102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7947104.000000 Penalty: 3649.566406
	Iteration 42Q: 3 clusters Score -7947104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7947111.000000 Penalty: 3649.566406
	Iteration 43Q: 3 clusters Score -7947111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7947115.500000 Penalty: 3649.566406
	Iteration 44Q: 3 clusters Score -7947116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7947133.000000 Penalty: 3649.566406
	Iteration 45Q: 3 clusters Score -7947133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7947138.000000 Penalty: 3649.566406
	Iteration 46Q: 3 clusters Score -7947138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7947142.500000 Penalty: 3649.566406
	Iteration 47Q: 3 clusters Score -7947142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7947147.000000 Penalty: 3649.566406
	Iteration 48Q: 3 clusters Score -7947147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7947147.500000 Penalty: 3649.566406
	Iteration 49Q: 3 clusters Score -7947148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7947147.000000 Penalty: 3649.566406
	Iteration 50Q: 3 clusters Score -7947147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7947165.500000 Penalty: 3649.566406
	Iteration 51Q: 3 clusters Score -7947166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7947173.000000 Penalty: 3649.566406
	Iteration 52Q: 3 clusters Score -7947173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7947171.000000 Penalty: 3649.566406
	Iteration 53Q: 3 clusters Score -7947171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7947175.000000 Penalty: 3649.566406
	Iteration 54Q: 3 clusters Score -7947175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7947175.000000 Penalty: 3649.566406
	Iteration 55Q: 3 clusters Score -7947175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7947171.000000 Penalty: 3649.566406
	Iteration 56Q: 3 clusters Score -7947171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7947171.000000 Penalty: 3649.566406
	Iteration 57Q: 3 clusters Score -7947171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7947171.000000 Penalty: 3649.566406
	Iteration 58F: 3 clusters Score -7947171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (186818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186818 members 
Entering Unmasked Estep 
Score: -19583512.000000 Penalty: 1972.407104
	Iteration 0F: 2 clusters Score -1.958351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -19488044.000000 Penalty: 3944.814209
	Iteration 0F: 3 clusters Score -1.948804e+07 nChanged 90457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -19542660.000000 Penalty: 3944.814209
	Iteration 1F: 3 clusters Score -1.954266e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -19545356.000000 Penalty: 3944.814209
	Iteration 2Q: 3 clusters Score -1.954536e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -19549496.000000 Penalty: 3944.814209
	Iteration 3F: 3 clusters Score -1.95495e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124280 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -19557562.000000 Penalty: 3944.814209
	Iteration 4F: 3 clusters Score -1.955756e+07 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -19569864.000000 Penalty: 3944.814209
	Iteration 5F: 3 clusters Score -1.956986e+07 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -19579980.000000 Penalty: 3944.814209
	Iteration 6F: 3 clusters Score -1.957998e+07 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165654 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -19583750.000000 Penalty: 3944.814209
	Iteration 7F: 3 clusters Score -1.958375e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173037 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -19584470.000000 Penalty: 3944.814209
	Iteration 8Q: 3 clusters Score -1.958447e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176973 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -19584732.000000 Penalty: 3944.814209
	Iteration 9Q: 3 clusters Score -1.958473e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179192 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -19584578.000000 Penalty: 3944.814209
	Iteration 10Q: 3 clusters Score -1.958458e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180568 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -19584524.000000 Penalty: 3944.814209
	Iteration 11Q: 3 clusters Score -1.958452e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181490 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -19584442.000000 Penalty: 3944.814209
	Iteration 12Q: 3 clusters Score -1.958444e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -19584350.000000 Penalty: 3944.814209
	Iteration 13Q: 3 clusters Score -1.958435e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182615 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -19584250.000000 Penalty: 3944.814209
	Iteration 14Q: 3 clusters Score -1.958425e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182998 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -19584156.000000 Penalty: 3944.814209
	Iteration 15Q: 3 clusters Score -1.958416e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -19584116.000000 Penalty: 3944.814209
	Iteration 16Q: 3 clusters Score -1.958412e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -19584106.000000 Penalty: 3944.814209
	Iteration 17Q: 3 clusters Score -1.958411e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183616 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -19584078.000000 Penalty: 3944.814209
	Iteration 18Q: 3 clusters Score -1.958408e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183734 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19584070.000000 Penalty: 3944.814209
	Iteration 19Q: 3 clusters Score -1.958407e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183839 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -19584060.000000 Penalty: 3944.814209
	Iteration 20F: 3 clusters Score -1.958406e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183921 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -19584016.000000 Penalty: 3944.814209
	Iteration 21Q: 3 clusters Score -1.958402e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183981 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19584016.000000 Penalty: 3944.814209
	Iteration 22Q: 3 clusters Score -1.958402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184028 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19584024.000000 Penalty: 3944.814209
	Iteration 23Q: 3 clusters Score -1.958402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -19584010.000000 Penalty: 3944.814209
	Iteration 24Q: 3 clusters Score -1.958401e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -19584016.000000 Penalty: 3944.814209
	Iteration 25Q: 3 clusters Score -1.958402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -19584008.000000 Penalty: 3944.814209
	Iteration 26Q: 3 clusters Score -1.958401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19584000.000000 Penalty: 3944.814209
	Iteration 27Q: 3 clusters Score -1.9584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19584026.000000 Penalty: 3944.814209
	Iteration 28Q: 3 clusters Score -1.958403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19584018.000000 Penalty: 3944.814209
	Iteration 29Q: 3 clusters Score -1.958402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -19584004.000000 Penalty: 3944.814209
	Iteration 30Q: 3 clusters Score -1.9584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184210 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19584024.000000 Penalty: 3944.814209
	Iteration 31Q: 3 clusters Score -1.958402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184225 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -19584038.000000 Penalty: 3944.814209
	Iteration 32Q: 3 clusters Score -1.958404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -19584052.000000 Penalty: 3944.814209
	Iteration 33Q: 3 clusters Score -1.958405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184250 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -19584048.000000 Penalty: 3944.814209
	Iteration 34Q: 3 clusters Score -1.958405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184262 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19584042.000000 Penalty: 3944.814209
	Iteration 35Q: 3 clusters Score -1.958404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184278 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19584030.000000 Penalty: 3944.814209
	Iteration 36Q: 3 clusters Score -1.958403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184296 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19584022.000000 Penalty: 3944.814209
	Iteration 37Q: 3 clusters Score -1.958402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184310 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -19584022.000000 Penalty: 3944.814209
	Iteration 38Q: 3 clusters Score -1.958402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184322 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -19584032.000000 Penalty: 3944.814209
	Iteration 39Q: 3 clusters Score -1.958403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184334 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -19584004.000000 Penalty: 3944.814209
	Iteration 40F: 3 clusters Score -1.9584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19584012.000000 Penalty: 3944.814209
	Iteration 41Q: 3 clusters Score -1.958401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184349 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -19584028.000000 Penalty: 3944.814209
	Iteration 42Q: 3 clusters Score -1.958403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19584022.000000 Penalty: 3944.814209
	Iteration 43Q: 3 clusters Score -1.958402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184357 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -19584040.000000 Penalty: 3944.814209
	Iteration 44Q: 3 clusters Score -1.958404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19584030.000000 Penalty: 3944.814209
	Iteration 45Q: 3 clusters Score -1.958403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -19584036.000000 Penalty: 3944.814209
	Iteration 46Q: 3 clusters Score -1.958404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184364 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -19584030.000000 Penalty: 3944.814209
	Iteration 47Q: 3 clusters Score -1.958403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184366 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19584028.000000 Penalty: 3944.814209
	Iteration 48Q: 3 clusters Score -1.958403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184365 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19584022.000000 Penalty: 3944.814209
	Iteration 49Q: 3 clusters Score -1.958402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184365 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19584022.000000 Penalty: 3944.814209
	Iteration 50F: 3 clusters Score -1.958402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 139232 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 184365 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 12902 members 
Mstep: Class 32 contains 27982 members 
Mstep: Class 33 contains 9296 members 
Mstep: Class 34 contains 2453 members 
Entering Unmasked Estep 
Score: -153821200.000000 Penalty: 78699.164062
Splitting cluster 19 changes total score from -153765056.000000 to -153821200.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (21483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Entering Unmasked Estep 
Score: -1992658.000000 Penalty: 1620.940308
	Iteration 0F: 2 clusters Score -1992658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1977984.750000 Penalty: 3241.880615
	Iteration 0F: 3 clusters Score -1977985 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1985023.375000 Penalty: 3241.880615
	Iteration 1F: 3 clusters Score -1985023 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1988548.750000 Penalty: 3241.880615
	Iteration 2F: 3 clusters Score -1988549 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1992503.500000 Penalty: 3241.880615
	Iteration 3F: 3 clusters Score -1992504 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1994767.375000 Penalty: 3241.880615
	Iteration 4F: 3 clusters Score -1994767 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1995632.375000 Penalty: 3241.880615
	Iteration 5F: 3 clusters Score -1995632 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1996111.875000 Penalty: 3241.880615
	Iteration 6Q: 3 clusters Score -1996112 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1996510.000000 Penalty: 3241.880615
	Iteration 7Q: 3 clusters Score -1996510 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1996884.625000 Penalty: 3241.880615
	Iteration 8Q: 3 clusters Score -1996885 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1997236.000000 Penalty: 3241.880615
	Iteration 9Q: 3 clusters Score -1997236 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1997598.750000 Penalty: 3241.880615
	Iteration 10Q: 3 clusters Score -1997599 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1997961.750000 Penalty: 3241.880615
	Iteration 11Q: 3 clusters Score -1997962 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1998263.375000 Penalty: 3241.880615
	Iteration 12Q: 3 clusters Score -1998263 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1998494.750000 Penalty: 3241.880615
	Iteration 13Q: 3 clusters Score -1998495 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1998670.125000 Penalty: 3241.880615
	Iteration 14Q: 3 clusters Score -1998670 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1998806.750000 Penalty: 3241.880615
	Iteration 15Q: 3 clusters Score -1998807 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1998911.000000 Penalty: 3241.880615
	Iteration 16Q: 3 clusters Score -1998911 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1998967.750000 Penalty: 3241.880615
	Iteration 17Q: 3 clusters Score -1998968 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1999000.875000 Penalty: 3241.880615
	Iteration 18Q: 3 clusters Score -1999001 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1999032.625000 Penalty: 3241.880615
	Iteration 19Q: 3 clusters Score -1999033 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1999064.250000 Penalty: 3241.880615
	Iteration 20F: 3 clusters Score -1999064 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1999093.250000 Penalty: 3241.880615
	Iteration 21Q: 3 clusters Score -1999093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1999109.625000 Penalty: 3241.880615
	Iteration 22Q: 3 clusters Score -1999110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1999128.500000 Penalty: 3241.880615
	Iteration 23Q: 3 clusters Score -1999128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1999132.500000 Penalty: 3241.880615
	Iteration 24Q: 3 clusters Score -1999132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1999142.000000 Penalty: 3241.880615
	Iteration 25Q: 3 clusters Score -1999142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1999143.000000 Penalty: 3241.880615
	Iteration 26Q: 3 clusters Score -1999143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1999147.250000 Penalty: 3241.880615
	Iteration 27Q: 3 clusters Score -1999147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1999144.125000 Penalty: 3241.880615
	Iteration 28Q: 3 clusters Score -1999144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1999147.500000 Penalty: 3241.880615
	Iteration 29Q: 3 clusters Score -1999148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1999154.000000 Penalty: 3241.880615
	Iteration 30Q: 3 clusters Score -1999154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1999154.750000 Penalty: 3241.880615
	Iteration 31Q: 3 clusters Score -1999155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1999153.000000 Penalty: 3241.880615
	Iteration 32Q: 3 clusters Score -1999153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1999157.000000 Penalty: 3241.880615
	Iteration 33Q: 3 clusters Score -1999157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1999151.250000 Penalty: 3241.880615
	Iteration 34Q: 3 clusters Score -1999151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1999152.000000 Penalty: 3241.880615
	Iteration 35Q: 3 clusters Score -1999152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1999153.875000 Penalty: 3241.880615
	Iteration 36Q: 3 clusters Score -1999154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1999151.250000 Penalty: 3241.880615
	Iteration 37Q: 3 clusters Score -1999151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1999150.750000 Penalty: 3241.880615
	Iteration 38Q: 3 clusters Score -1999151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1999153.250000 Penalty: 3241.880615
	Iteration 39Q: 3 clusters Score -1999153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1999154.125000 Penalty: 3241.880615
	Iteration 40F: 3 clusters Score -1999154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1999151.875000 Penalty: 3241.880615
	Iteration 41Q: 3 clusters Score -1999152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1999152.000000 Penalty: 3241.880615
	Iteration 42Q: 3 clusters Score -1999152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1999152.000000 Penalty: 3241.880615
	Iteration 43F: 3 clusters Score -1999152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 139232 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 184365 members 
Mstep: Class 20 contains 13668 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 12902 members 
Mstep: Class 32 contains 27982 members 
Mstep: Class 33 contains 9296 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 7815 members 
Entering Unmasked Estep 
Score: -153826800.000000 Penalty: 81013.851562
Splitting cluster 20 changes total score from -153765056.000000 to -153826800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (98897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Entering Unmasked Estep 
Score: -10357309.000000 Penalty: 1869.047974
	Iteration 0F: 2 clusters Score -1.035731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -10290923.000000 Penalty: 3738.095947
	Iteration 0F: 3 clusters Score -1.029092e+07 nChanged 47301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -10319039.000000 Penalty: 3738.095947
	Iteration 1F: 3 clusters Score -1.031904e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -10320729.000000 Penalty: 3738.095947
	Iteration 2Q: 3 clusters Score -1.032073e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.032311e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -10326317.000000 Penalty: 3738.095947
	Iteration 4F: 3 clusters Score -1.032632e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -10330133.000000 Penalty: 3738.095947
	Iteration 5F: 3 clusters Score -1.033013e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -10333867.000000 Penalty: 3738.095947
	Iteration 6F: 3 clusters Score -1.033387e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -10337352.000000 Penalty: 3738.095947
	Iteration 7F: 3 clusters Score -1.033735e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -10340339.000000 Penalty: 3738.095947
	Iteration 8F: 3 clusters Score -1.034034e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -10342759.000000 Penalty: 3738.095947
	Iteration 9Q: 3 clusters Score -1.034276e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -10344723.000000 Penalty: 3738.095947
	Iteration 10Q: 3 clusters Score -1.034472e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -10346275.000000 Penalty: 3738.095947
	Iteration 11Q: 3 clusters Score -1.034628e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -10347497.000000 Penalty: 3738.095947
	Iteration 12Q: 3 clusters Score -1.03475e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -10348455.000000 Penalty: 3738.095947
	Iteration 13Q: 3 clusters Score -1.034846e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -10349083.000000 Penalty: 3738.095947
	Iteration 14Q: 3 clusters Score -1.034908e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -10349581.000000 Penalty: 3738.095947
	Iteration 15Q: 3 clusters Score -1.034958e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -10349906.000000 Penalty: 3738.095947
	Iteration 16Q: 3 clusters Score -1.034991e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -10350167.000000 Penalty: 3738.095947
	Iteration 17Q: 3 clusters Score -1.035017e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -10350403.000000 Penalty: 3738.095947
	Iteration 18Q: 3 clusters Score -1.03504e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -10350654.000000 Penalty: 3738.095947
	Iteration 19Q: 3 clusters Score -1.035065e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -10350864.000000 Penalty: 3738.095947
	Iteration 20F: 3 clusters Score -1.035086e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -10351044.000000 Penalty: 3738.095947
	Iteration 21Q: 3 clusters Score -1.035104e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -10351193.000000 Penalty: 3738.095947
	Iteration 22Q: 3 clusters Score -1.035119e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -10351316.000000 Penalty: 3738.095947
	Iteration 23Q: 3 clusters Score -1.035132e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -10351469.000000 Penalty: 3738.095947
	Iteration 24Q: 3 clusters Score -1.035147e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -10351571.000000 Penalty: 3738.095947
	Iteration 25Q: 3 clusters Score -1.035157e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -10351695.000000 Penalty: 3738.095947
	Iteration 26Q: 3 clusters Score -1.03517e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -10351762.000000 Penalty: 3738.095947
	Iteration 27Q: 3 clusters Score -1.035176e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -10351928.000000 Penalty: 3738.095947
	Iteration 28Q: 3 clusters Score -1.035193e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -10352012.000000 Penalty: 3738.095947
	Iteration 29Q: 3 clusters Score -1.035201e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -10352107.000000 Penalty: 3738.095947
	Iteration 30Q: 3 clusters Score -1.035211e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -10352191.000000 Penalty: 3738.095947
	Iteration 31Q: 3 clusters Score -1.035219e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -10352228.000000 Penalty: 3738.095947
	Iteration 32Q: 3 clusters Score -1.035223e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -10352289.000000 Penalty: 3738.095947
	Iteration 33Q: 3 clusters Score -1.035229e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -10352400.000000 Penalty: 3738.095947
	Iteration 34Q: 3 clusters Score -1.03524e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -10352414.000000 Penalty: 3738.095947
	Iteration 35Q: 3 clusters Score -1.035241e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -10352459.000000 Penalty: 3738.095947
	Iteration 36Q: 3 clusters Score -1.035246e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -10352539.000000 Penalty: 3738.095947
	Iteration 37Q: 3 clusters Score -1.035254e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -10352572.000000 Penalty: 3738.095947
	Iteration 38Q: 3 clusters Score -1.035257e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -10352582.000000 Penalty: 3738.095947
	Iteration 39Q: 3 clusters Score -1.035258e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -10352615.000000 Penalty: 3738.095947
	Iteration 40F: 3 clusters Score -1.035262e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -10352661.000000 Penalty: 3738.095947
	Iteration 41Q: 3 clusters Score -1.035266e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -10352676.000000 Penalty: 3738.095947
	Iteration 42Q: 3 clusters Score -1.035268e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -10352709.000000 Penalty: 3738.095947
	Iteration 43Q: 3 clusters Score -1.035271e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -10352757.000000 Penalty: 3738.095947
	Iteration 44Q: 3 clusters Score -1.035276e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -10352761.000000 Penalty: 3738.095947
	Iteration 45Q: 3 clusters Score -1.035276e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -10352787.000000 Penalty: 3738.095947
	Iteration 46Q: 3 clusters Score -1.035279e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -10352845.000000 Penalty: 3738.095947
	Iteration 47Q: 3 clusters Score -1.035284e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -10352863.000000 Penalty: 3738.095947
	Iteration 48Q: 3 clusters Score -1.035286e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -10352908.000000 Penalty: 3738.095947
	Iteration 49Q: 3 clusters Score -1.035291e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -10352925.000000 Penalty: 3738.095947
	Iteration 50Q: 3 clusters Score -1.035292e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -10352947.000000 Penalty: 3738.095947
	Iteration 51Q: 3 clusters Score -1.035295e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -10352967.000000 Penalty: 3738.095947
	Iteration 52Q: 3 clusters Score -1.035297e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -10352959.000000 Penalty: 3738.095947
	Iteration 53Q: 3 clusters Score -1.035296e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -10352972.000000 Penalty: 3738.095947
	Iteration 54Q: 3 clusters Score -1.035297e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -10353006.000000 Penalty: 3738.095947
	Iteration 55Q: 3 clusters Score -1.035301e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -10353023.000000 Penalty: 3738.095947
	Iteration 56Q: 3 clusters Score -1.035302e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -10353055.000000 Penalty: 3738.095947
	Iteration 57Q: 3 clusters Score -1.035306e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -10353094.000000 Penalty: 3738.095947
	Iteration 58Q: 3 clusters Score -1.035309e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -10353104.000000 Penalty: 3738.095947
	Iteration 59Q: 3 clusters Score -1.03531e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -10353190.000000 Penalty: 3738.095947
	Iteration 60F: 3 clusters Score -1.035319e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10353211.000000 Penalty: 3738.095947
	Iteration 61Q: 3 clusters Score -1.035321e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -10353273.000000 Penalty: 3738.095947
	Iteration 62Q: 3 clusters Score -1.035327e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -10353285.000000 Penalty: 3738.095947
	Iteration 63Q: 3 clusters Score -1.035328e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -10353303.000000 Penalty: 3738.095947
	Iteration 64Q: 3 clusters Score -1.03533e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -10353350.000000 Penalty: 3738.095947
	Iteration 65Q: 3 clusters Score -1.035335e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -10353414.000000 Penalty: 3738.095947
	Iteration 66Q: 3 clusters Score -1.035341e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -10353431.000000 Penalty: 3738.095947
	Iteration 67Q: 3 clusters Score -1.035343e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -10353457.000000 Penalty: 3738.095947
	Iteration 68Q: 3 clusters Score -1.035346e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -10353483.000000 Penalty: 3738.095947
	Iteration 69Q: 3 clusters Score -1.035348e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -10353523.000000 Penalty: 3738.095947
	Iteration 70Q: 3 clusters Score -1.035352e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -10353577.000000 Penalty: 3738.095947
	Iteration 71Q: 3 clusters Score -1.035358e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -10353596.000000 Penalty: 3738.095947
	Iteration 72Q: 3 clusters Score -1.03536e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -10353632.000000 Penalty: 3738.095947
	Iteration 73Q: 3 clusters Score -1.035363e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -10353688.000000 Penalty: 3738.095947
	Iteration 74Q: 3 clusters Score -1.035369e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -10353733.000000 Penalty: 3738.095947
	Iteration 75Q: 3 clusters Score -1.035373e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 83605 members 
Entering Unmasked Estep 
Score: -10353766.000000 Penalty: 3738.095947
	Iteration 76Q: 3 clusters Score -1.035377e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -10353831.000000 Penalty: 3738.095947
	Iteration 77Q: 3 clusters Score -1.035383e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -10353924.000000 Penalty: 3738.095947
	Iteration 78Q: 3 clusters Score -1.035392e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -10354010.000000 Penalty: 3738.095947
	Iteration 79Q: 3 clusters Score -1.035401e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -10354148.000000 Penalty: 3738.095947
	Iteration 80F: 3 clusters Score -1.035415e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -10354250.000000 Penalty: 3738.095947
	Iteration 81Q: 3 clusters Score -1.035425e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -10354336.000000 Penalty: 3738.095947
	Iteration 82Q: 3 clusters Score -1.035434e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -10354474.000000 Penalty: 3738.095947
	Iteration 83Q: 3 clusters Score -1.035447e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -10354565.000000 Penalty: 3738.095947
	Iteration 84Q: 3 clusters Score -1.035456e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -10354675.000000 Penalty: 3738.095947
	Iteration 85Q: 3 clusters Score -1.035468e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -10354789.000000 Penalty: 3738.095947
	Iteration 86Q: 3 clusters Score -1.035479e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -10354980.000000 Penalty: 3738.095947
	Iteration 87Q: 3 clusters Score -1.035498e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -10355152.000000 Penalty: 3738.095947
	Iteration 88Q: 3 clusters Score -1.035515e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -10355434.000000 Penalty: 3738.095947
	Iteration 89Q: 3 clusters Score -1.035543e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -10355613.000000 Penalty: 3738.095947
	Iteration 90Q: 3 clusters Score -1.035561e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 90454 members 
Entering Unmasked Estep 
Score: -10355783.000000 Penalty: 3738.095947
	Iteration 91Q: 3 clusters Score -1.035578e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -10355896.000000 Penalty: 3738.095947
	Iteration 92Q: 3 clusters Score -1.03559e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -10356011.000000 Penalty: 3738.095947
	Iteration 93Q: 3 clusters Score -1.035601e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -10356134.000000 Penalty: 3738.095947
	Iteration 94Q: 3 clusters Score -1.035613e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -10356245.000000 Penalty: 3738.095947
	Iteration 95Q: 3 clusters Score -1.035624e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -10356360.000000 Penalty: 3738.095947
	Iteration 96Q: 3 clusters Score -1.035636e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -10356450.000000 Penalty: 3738.095947
	Iteration 97Q: 3 clusters Score -1.035645e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -10356518.000000 Penalty: 3738.095947
	Iteration 98Q: 3 clusters Score -1.035652e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -10356580.000000 Penalty: 3738.095947
	Iteration 99Q: 3 clusters Score -1.035658e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -10356622.000000 Penalty: 3738.095947
	Iteration 100F: 3 clusters Score -1.035662e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -10356665.000000 Penalty: 3738.095947
	Iteration 101Q: 3 clusters Score -1.035666e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -10356708.000000 Penalty: 3738.095947
	Iteration 102Q: 3 clusters Score -1.035671e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -10356734.000000 Penalty: 3738.095947
	Iteration 103Q: 3 clusters Score -1.035673e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -10356752.000000 Penalty: 3738.095947
	Iteration 104Q: 3 clusters Score -1.035675e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -10356760.000000 Penalty: 3738.095947
	Iteration 105Q: 3 clusters Score -1.035676e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 94180 members 
Entering Unmasked Estep 
Score: -10356752.000000 Penalty: 3738.095947
	Iteration 106Q: 3 clusters Score -1.035675e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -10356750.000000 Penalty: 3738.095947
	Iteration 107Q: 3 clusters Score -1.035675e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -10356757.000000 Penalty: 3738.095947
	Iteration 108Q: 3 clusters Score -1.035676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -10356758.000000 Penalty: 3738.095947
	Iteration 109Q: 3 clusters Score -1.035676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -10356773.000000 Penalty: 3738.095947
	Iteration 110Q: 3 clusters Score -1.035677e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -10356802.000000 Penalty: 3738.095947
	Iteration 111Q: 3 clusters Score -1.03568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -10356788.000000 Penalty: 3738.095947
	Iteration 112Q: 3 clusters Score -1.035679e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -10356798.000000 Penalty: 3738.095947
	Iteration 113Q: 3 clusters Score -1.03568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -10356795.000000 Penalty: 3738.095947
	Iteration 114Q: 3 clusters Score -1.03568e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -10356800.000000 Penalty: 3738.095947
	Iteration 115Q: 3 clusters Score -1.03568e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -10356806.000000 Penalty: 3738.095947
	Iteration 116Q: 3 clusters Score -1.035681e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -10356809.000000 Penalty: 3738.095947
	Iteration 117Q: 3 clusters Score -1.035681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -10356802.000000 Penalty: 3738.095947
	Iteration 118Q: 3 clusters Score -1.03568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -10356810.000000 Penalty: 3738.095947
	Iteration 119Q: 3 clusters Score -1.035681e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -10356808.000000 Penalty: 3738.095947
	Iteration 120F: 3 clusters Score -1.035681e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -10356803.000000 Penalty: 3738.095947
	Iteration 121Q: 3 clusters Score -1.03568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -10356803.000000 Penalty: 3738.095947
	Iteration 122Q: 3 clusters Score -1.03568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -10356795.000000 Penalty: 3738.095947
	Iteration 123Q: 3 clusters Score -1.03568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -10356803.000000 Penalty: 3738.095947
	Iteration 124Q: 3 clusters Score -1.03568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -10356817.000000 Penalty: 3738.095947
	Iteration 125Q: 3 clusters Score -1.035682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -10356816.000000 Penalty: 3738.095947
	Iteration 126Q: 3 clusters Score -1.035682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -10356821.000000 Penalty: 3738.095947
	Iteration 127Q: 3 clusters Score -1.035682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -10356813.000000 Penalty: 3738.095947
	Iteration 128Q: 3 clusters Score -1.035681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -10356809.000000 Penalty: 3738.095947
	Iteration 129Q: 3 clusters Score -1.035681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -10356820.000000 Penalty: 3738.095947
	Iteration 130Q: 3 clusters Score -1.035682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -10356831.000000 Penalty: 3738.095947
	Iteration 131Q: 3 clusters Score -1.035683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -10356826.000000 Penalty: 3738.095947
	Iteration 132Q: 3 clusters Score -1.035683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -10356834.000000 Penalty: 3738.095947
	Iteration 133Q: 3 clusters Score -1.035683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -10356832.000000 Penalty: 3738.095947
	Iteration 134Q: 3 clusters Score -1.035683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -10356835.000000 Penalty: 3738.095947
	Iteration 135Q: 3 clusters Score -1.035684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -10356820.000000 Penalty: 3738.095947
	Iteration 136Q: 3 clusters Score -1.035682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -10356830.000000 Penalty: 3738.095947
	Iteration 137Q: 3 clusters Score -1.035683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -10356827.000000 Penalty: 3738.095947
	Iteration 138Q: 3 clusters Score -1.035683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 95394 members 
Entering Unmasked Estep 
Score: -10356826.000000 Penalty: 3738.095947
	Iteration 139Q: 3 clusters Score -1.035683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -10356826.000000 Penalty: 3738.095947
	Iteration 140F: 3 clusters Score -1.035683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -10356842.000000 Penalty: 3738.095947
	Iteration 141Q: 3 clusters Score -1.035684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -10356835.000000 Penalty: 3738.095947
	Iteration 142Q: 3 clusters Score -1.035684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -10356830.000000 Penalty: 3738.095947
	Iteration 143Q: 3 clusters Score -1.035683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -10356836.000000 Penalty: 3738.095947
	Iteration 144Q: 3 clusters Score -1.035684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -10356845.000000 Penalty: 3738.095947
	Iteration 145Q: 3 clusters Score -1.035684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -10356854.000000 Penalty: 3738.095947
	Iteration 146Q: 3 clusters Score -1.035685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -10356857.000000 Penalty: 3738.095947
	Iteration 147Q: 3 clusters Score -1.035686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -10356844.000000 Penalty: 3738.095947
	Iteration 148Q: 3 clusters Score -1.035684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -10356843.000000 Penalty: 3738.095947
	Iteration 149Q: 3 clusters Score -1.035684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -10356856.000000 Penalty: 3738.095947
	Iteration 150Q: 3 clusters Score -1.035686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -10356855.000000 Penalty: 3738.095947
	Iteration 151Q: 3 clusters Score -1.035686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -10356860.000000 Penalty: 3738.095947
	Iteration 152Q: 3 clusters Score -1.035686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -10356850.000000 Penalty: 3738.095947
	Iteration 153Q: 3 clusters Score -1.035685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 3738.095947
	Iteration 154Q: 3 clusters Score -1.035686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -10356849.000000 Penalty: 3738.095947
	Iteration 155Q: 3 clusters Score -1.035685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -10356861.000000 Penalty: 3738.095947
	Iteration 156Q: 3 clusters Score -1.035686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -10356857.000000 Penalty: 3738.095947
	Iteration 157Q: 3 clusters Score -1.035686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -10356855.000000 Penalty: 3738.095947
	Iteration 158Q: 3 clusters Score -1.035686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -10356860.000000 Penalty: 3738.095947
	Iteration 159Q: 3 clusters Score -1.035686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -10356856.000000 Penalty: 3738.095947
	Iteration 160F: 3 clusters Score -1.035686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -10356856.000000 Penalty: 3738.095947
	Iteration 161Q: 3 clusters Score -1.035686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -10356860.000000 Penalty: 3738.095947
	Iteration 162Q: 3 clusters Score -1.035686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -10356861.000000 Penalty: 3738.095947
	Iteration 163Q: 3 clusters Score -1.035686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -10356856.000000 Penalty: 3738.095947
	Iteration 164Q: 3 clusters Score -1.035686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 3738.095947
	Iteration 165Q: 3 clusters Score -1.035686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -10356860.000000 Penalty: 3738.095947
	Iteration 166Q: 3 clusters Score -1.035686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -10356861.000000 Penalty: 3738.095947
	Iteration 167Q: 3 clusters Score -1.035686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -10356855.000000 Penalty: 3738.095947
	Iteration 168Q: 3 clusters Score -1.035686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 3738.095947
	Iteration 169Q: 3 clusters Score -1.035686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -10356857.000000 Penalty: 3738.095947
	Iteration 170Q: 3 clusters Score -1.035686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -10356853.000000 Penalty: 3738.095947
	Iteration 171Q: 3 clusters Score -1.035685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 3738.095947
	Iteration 172Q: 3 clusters Score -1.035686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -10356858.000000 Penalty: 3738.095947
	Iteration 173F: 3 clusters Score -1.035686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (125368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Entering Unmasked Estep 
Score: -13162279.000000 Penalty: 1907.588989
	Iteration 0F: 2 clusters Score -1.316228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -13078296.000000 Penalty: 3815.177979
	Iteration 0F: 3 clusters Score -1.30783e+07 nChanged 60100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -13113400.000000 Penalty: 3815.177979
	Iteration 1F: 3 clusters Score -1.31134e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -13114363.000000 Penalty: 3815.177979
	Iteration 2Q: 3 clusters Score -1.311436e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -13115563.000000 Penalty: 3815.177979
	Iteration 3Q: 3 clusters Score -1.311556e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -13117099.000000 Penalty: 3815.177979
	Iteration 4Q: 3 clusters Score -1.31171e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -13119051.000000 Penalty: 3815.177979
	Iteration 5Q: 3 clusters Score -1.311905e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -13121701.000000 Penalty: 3815.177979
	Iteration 6Q: 3 clusters Score -1.31217e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -13125115.000000 Penalty: 3815.177979
	Iteration 7F: 3 clusters Score -1.312512e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -13128929.000000 Penalty: 3815.177979
	Iteration 8F: 3 clusters Score -1.312893e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -13132920.000000 Penalty: 3815.177979
	Iteration 9F: 3 clusters Score -1.313292e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -13137139.000000 Penalty: 3815.177979
	Iteration 10F: 3 clusters Score -1.313714e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -13141310.000000 Penalty: 3815.177979
	Iteration 11Q: 3 clusters Score -1.314131e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -13144535.000000 Penalty: 3815.177979
	Iteration 12Q: 3 clusters Score -1.314454e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 98881 members 
Entering Unmasked Estep 
Score: -13146638.000000 Penalty: 3815.177979
	Iteration 13Q: 3 clusters Score -1.314664e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -13148130.000000 Penalty: 3815.177979
	Iteration 14Q: 3 clusters Score -1.314813e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -13149257.000000 Penalty: 3815.177979
	Iteration 15Q: 3 clusters Score -1.314926e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -13150271.000000 Penalty: 3815.177979
	Iteration 16Q: 3 clusters Score -1.315027e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -13151186.000000 Penalty: 3815.177979
	Iteration 17Q: 3 clusters Score -1.315119e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -13152245.000000 Penalty: 3815.177979
	Iteration 18Q: 3 clusters Score -1.315224e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 111960 members 
Entering Unmasked Estep 
Score: -13153253.000000 Penalty: 3815.177979
	Iteration 19Q: 3 clusters Score -1.315325e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -13154339.000000 Penalty: 3815.177979
	Iteration 20F: 3 clusters Score -1.315434e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -13155312.000000 Penalty: 3815.177979
	Iteration 21Q: 3 clusters Score -1.315531e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -13156294.000000 Penalty: 3815.177979
	Iteration 22Q: 3 clusters Score -1.315629e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 118736 members 
Entering Unmasked Estep 
Score: -13157273.000000 Penalty: 3815.177979
	Iteration 23Q: 3 clusters Score -1.315727e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 119966 members 
Entering Unmasked Estep 
Score: -13158051.000000 Penalty: 3815.177979
	Iteration 24Q: 3 clusters Score -1.315805e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 120961 members 
Entering Unmasked Estep 
Score: -13158643.000000 Penalty: 3815.177979
	Iteration 25Q: 3 clusters Score -1.315864e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 121783 members 
Entering Unmasked Estep 
Score: -13159107.000000 Penalty: 3815.177979
	Iteration 26Q: 3 clusters Score -1.315911e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -13159422.000000 Penalty: 3815.177979
	Iteration 27Q: 3 clusters Score -1.315942e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -13159704.000000 Penalty: 3815.177979
	Iteration 28Q: 3 clusters Score -1.31597e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -13159942.000000 Penalty: 3815.177979
	Iteration 29Q: 3 clusters Score -1.315994e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -13160137.000000 Penalty: 3815.177979
	Iteration 30Q: 3 clusters Score -1.316014e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 123872 members 
Entering Unmasked Estep 
Score: -13160246.000000 Penalty: 3815.177979
	Iteration 31Q: 3 clusters Score -1.316025e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 124032 members 
Entering Unmasked Estep 
Score: -13160324.000000 Penalty: 3815.177979
	Iteration 32Q: 3 clusters Score -1.316032e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -13160412.000000 Penalty: 3815.177979
	Iteration 33Q: 3 clusters Score -1.316041e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -13160474.000000 Penalty: 3815.177979
	Iteration 34Q: 3 clusters Score -1.316047e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -13160505.000000 Penalty: 3815.177979
	Iteration 35Q: 3 clusters Score -1.31605e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -13160535.000000 Penalty: 3815.177979
	Iteration 36Q: 3 clusters Score -1.316054e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -13160553.000000 Penalty: 3815.177979
	Iteration 37Q: 3 clusters Score -1.316055e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 124509 members 
Entering Unmasked Estep 
Score: -13160588.000000 Penalty: 3815.177979
	Iteration 38Q: 3 clusters Score -1.316059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -13160595.000000 Penalty: 3815.177979
	Iteration 39Q: 3 clusters Score -1.31606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 124568 members 
Entering Unmasked Estep 
Score: -13160610.000000 Penalty: 3815.177979
	Iteration 40F: 3 clusters Score -1.316061e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -13160636.000000 Penalty: 3815.177979
	Iteration 41Q: 3 clusters Score -1.316064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -13160628.000000 Penalty: 3815.177979
	Iteration 42Q: 3 clusters Score -1.316063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -13160628.000000 Penalty: 3815.177979
	Iteration 43Q: 3 clusters Score -1.316063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -13160647.000000 Penalty: 3815.177979
	Iteration 44Q: 3 clusters Score -1.316065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -13160666.000000 Penalty: 3815.177979
	Iteration 45Q: 3 clusters Score -1.316067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -13160670.000000 Penalty: 3815.177979
	Iteration 46Q: 3 clusters Score -1.316067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -13160687.000000 Penalty: 3815.177979
	Iteration 47Q: 3 clusters Score -1.316069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 124700 members 
Entering Unmasked Estep 
Score: -13160687.000000 Penalty: 3815.177979
	Iteration 48Q: 3 clusters Score -1.316069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 124707 members 
Entering Unmasked Estep 
Score: -13160697.000000 Penalty: 3815.177979
	Iteration 49Q: 3 clusters Score -1.31607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 124715 members 
Entering Unmasked Estep 
Score: -13160696.000000 Penalty: 3815.177979
	Iteration 50Q: 3 clusters Score -1.31607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -13160698.000000 Penalty: 3815.177979
	Iteration 51Q: 3 clusters Score -1.31607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -13160701.000000 Penalty: 3815.177979
	Iteration 52Q: 3 clusters Score -1.31607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -13160707.000000 Penalty: 3815.177979
	Iteration 53Q: 3 clusters Score -1.316071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -13160701.000000 Penalty: 3815.177979
	Iteration 54Q: 3 clusters Score -1.31607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -13160696.000000 Penalty: 3815.177979
	Iteration 55Q: 3 clusters Score -1.31607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -13160704.000000 Penalty: 3815.177979
	Iteration 56Q: 3 clusters Score -1.31607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 124719 members 
Entering Unmasked Estep 
Score: -13160704.000000 Penalty: 3815.177979
	Iteration 57F: 3 clusters Score -1.31607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Entering Unmasked Estep 
Score: -1873571.250000 Penalty: 1617.129028
	Iteration 0F: 2 clusters Score -1873571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1859535.875000 Penalty: 3234.258057
	Iteration 0F: 3 clusters Score -1859536 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1867549.125000 Penalty: 3234.258057
	Iteration 1F: 3 clusters Score -1867549 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1873134.875000 Penalty: 3234.258057
	Iteration 2F: 3 clusters Score -1873135 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1878692.875000 Penalty: 3234.258057
	Iteration 3F: 3 clusters Score -1878693 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1881653.250000 Penalty: 3234.258057
	Iteration 4F: 3 clusters Score -1881653 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1883584.750000 Penalty: 3234.258057
	Iteration 5F: 3 clusters Score -1883585 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1885088.125000 Penalty: 3234.258057
	Iteration 6F: 3 clusters Score -1885088 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1886462.250000 Penalty: 3234.258057
	Iteration 7Q: 3 clusters Score -1886462 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1887669.250000 Penalty: 3234.258057
	Iteration 8Q: 3 clusters Score -1887669 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1888582.500000 Penalty: 3234.258057
	Iteration 9Q: 3 clusters Score -1888582 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1889369.375000 Penalty: 3234.258057
	Iteration 10Q: 3 clusters Score -1889369 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1889730.875000 Penalty: 3234.258057
	Iteration 11Q: 3 clusters Score -1889731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1889833.875000 Penalty: 3234.258057
	Iteration 12Q: 3 clusters Score -1889834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1889867.125000 Penalty: 3234.258057
	Iteration 13Q: 3 clusters Score -1889867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1889891.000000 Penalty: 3234.258057
	Iteration 14Q: 3 clusters Score -1889891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1889893.750000 Penalty: 3234.258057
	Iteration 15Q: 3 clusters Score -1889894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1889908.000000 Penalty: 3234.258057
	Iteration 16Q: 3 clusters Score -1889908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1889912.750000 Penalty: 3234.258057
	Iteration 17Q: 3 clusters Score -1889913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1889917.250000 Penalty: 3234.258057
	Iteration 18Q: 3 clusters Score -1889917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1889919.625000 Penalty: 3234.258057
	Iteration 19Q: 3 clusters Score -1889920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1889956.375000 Penalty: 3234.258057
	Iteration 20F: 3 clusters Score -1889956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1890000.250000 Penalty: 3234.258057
	Iteration 21Q: 3 clusters Score -1890000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1890070.125000 Penalty: 3234.258057
	Iteration 22Q: 3 clusters Score -1890070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1890092.500000 Penalty: 3234.258057
	Iteration 23Q: 3 clusters Score -1890092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1890108.000000 Penalty: 3234.258057
	Iteration 24Q: 3 clusters Score -1890108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1890125.625000 Penalty: 3234.258057
	Iteration 25Q: 3 clusters Score -1890126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1890128.750000 Penalty: 3234.258057
	Iteration 26Q: 3 clusters Score -1890129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1890134.750000 Penalty: 3234.258057
	Iteration 27Q: 3 clusters Score -1890135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1890135.750000 Penalty: 3234.258057
	Iteration 28Q: 3 clusters Score -1890136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1890135.500000 Penalty: 3234.258057
	Iteration 29Q: 3 clusters Score -1890136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1890137.250000 Penalty: 3234.258057
	Iteration 30Q: 3 clusters Score -1890137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1890138.000000 Penalty: 3234.258057
	Iteration 31Q: 3 clusters Score -1890138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1890138.875000 Penalty: 3234.258057
	Iteration 32Q: 3 clusters Score -1890139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1890141.625000 Penalty: 3234.258057
	Iteration 33F: 3 clusters Score -1890142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1890144.000000 Penalty: 3234.258057
	Iteration 34Q: 3 clusters Score -1890144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1890145.500000 Penalty: 3234.258057
	Iteration 35Q: 3 clusters Score -1890146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1890146.000000 Penalty: 3234.258057
	Iteration 36Q: 3 clusters Score -1890146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1890147.375000 Penalty: 3234.258057
	Iteration 37Q: 3 clusters Score -1890147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1890147.375000 Penalty: 3234.258057
	Iteration 38F: 3 clusters Score -1890147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 139232 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 184365 members 
Mstep: Class 20 contains 13668 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 15176 members 
Mstep: Class 24 contains 61394 members 
Mstep: Class 25 contains 158608 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 13211 members 
Mstep: Class 28 contains 154851 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 12902 members 
Mstep: Class 32 contains 27982 members 
Mstep: Class 33 contains 9296 members 
Mstep: Class 34 contains 2453 members 
Mstep: Class 35 contains 7815 members 
Mstep: Class 36 contains 5809 members 
Entering Unmasked Estep 
Score: -153842976.000000 Penalty: 83328.531250
Splitting cluster 23 changes total score from -153765056.000000 to -153842976.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 80974 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 28051 members 
Mstep: Class 11 contains 32431 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 56395 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 139232 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 184365 members 
Mstep: Class 20 contains 13668 members 
Mstep: Class 21 contains 98897 members 
Mstep: Class 22 contains 125368 members 
Mstep: Class 23 contains 15176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153867792.000000 Penalty: 83328.531250
Iteration 39Q: 37 clusters Score -1.538678e+08 nChanged 41074
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 7019 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 30905 members 
Mstep: Class 8 contains 81719 members 
Mstep: Class 9 contains 11093 members 
Mstep: Class 10 contains 30365 members 
Mstep: Class 11 contains 32886 members 
Mstep: Class 12 contains 5311 members 
Mstep: Class 13 contains 19717 members 
Mstep: Class 14 contains 14172 members 
Mstep: Class 15 contains 57228 members 
Mstep: Class 16 contains 54549 members 
Mstep: Class 17 contains 140728 members 
Mstep: Class 18 contains 75491 members 
Mstep: Class 19 contains 186316 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 100741 members 
Mstep: Class 22 contains 125773 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 57279 members 
Mstep: Class 25 contains 156080 members 
Mstep: Class 26 contains 25284 members 
Mstep: Class 27 contains 12759 members 
Mstep: Class 28 contains 149585 members 
Mstep: Class 29 contains 7025 members 
Mstep: Class 30 contains 11483 members 
Mstep: Class 31 contains 12780 members 
Mstep: Class 32 contains 27274 members 
Mstep: Class 33 contains 8872 members 
Mstep: Class 34 contains 2815 members 
Mstep: Class 35 contains 7575 members 
Mstep: Class 36 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153891632.000000 Penalty: 83328.531250
Iteration 40F: 37 clusters Score -1.538916e+08 nChanged 41703
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 7072 members 
Mstep: Class 3 contains 846 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 6201 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 28452 members 
Mstep: Class 8 contains 81546 members 
Mstep: Class 9 contains 10843 members 
Mstep: Class 10 contains 32132 members 
Mstep: Class 11 contains 32409 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 20021 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 54591 members 
Mstep: Class 16 contains 53971 members 
Mstep: Class 17 contains 140760 members 
Mstep: Class 18 contains 74508 members 
Mstep: Class 19 contains 185033 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 101993 members 
Mstep: Class 22 contains 123295 members 
Mstep: Class 23 contains 15747 members 
Mstep: Class 24 contains 54248 members 
Mstep: Class 25 contains 157479 members 
Mstep: Class 26 contains 25137 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 153593 members 
Mstep: Class 29 contains 7339 members 
Mstep: Class 30 contains 12604 members 
Mstep: Class 31 contains 12862 members 
Mstep: Class 32 contains 28931 members 
Mstep: Class 33 contains 9634 members 
Mstep: Class 34 contains 3139 members 
Mstep: Class 35 contains 7757 members 
Mstep: Class 36 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153906848.000000 Penalty: 83328.531250
Iteration 41Q: 37 clusters Score -1.539068e+08 nChanged 30720
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 7106 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 26732 members 
Mstep: Class 8 contains 81398 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 34136 members 
Mstep: Class 11 contains 31985 members 
Mstep: Class 12 contains 5595 members 
Mstep: Class 13 contains 20396 members 
Mstep: Class 14 contains 13924 members 
Mstep: Class 15 contains 52453 members 
Mstep: Class 16 contains 53417 members 
Mstep: Class 17 contains 140806 members 
Mstep: Class 18 contains 73685 members 
Mstep: Class 19 contains 183762 members 
Mstep: Class 20 contains 13171 members 
Mstep: Class 21 contains 103186 members 
Mstep: Class 22 contains 120959 members 
Mstep: Class 23 contains 15226 members 
Mstep: Class 24 contains 51390 members 
Mstep: Class 25 contains 158265 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 13651 members 
Mstep: Class 28 contains 157391 members 
Mstep: Class 29 contains 7625 members 
Mstep: Class 30 contains 13690 members 
Mstep: Class 31 contains 12920 members 
Mstep: Class 32 contains 29911 members 
Mstep: Class 33 contains 10416 members 
Mstep: Class 34 contains 3346 members 
Mstep: Class 35 contains 7793 members 
Mstep: Class 36 contains 5412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153916096.000000 Penalty: 83328.531250
Iteration 42Q: 37 clusters Score -1.539161e+08 nChanged 27366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 7123 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 25354 members 
Mstep: Class 8 contains 81328 members 
Mstep: Class 9 contains 10599 members 
Mstep: Class 10 contains 36302 members 
Mstep: Class 11 contains 31571 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 20730 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 50437 members 
Mstep: Class 16 contains 52886 members 
Mstep: Class 17 contains 140607 members 
Mstep: Class 18 contains 72921 members 
Mstep: Class 19 contains 182439 members 
Mstep: Class 20 contains 12621 members 
Mstep: Class 21 contains 104527 members 
Mstep: Class 22 contains 118702 members 
Mstep: Class 23 contains 14670 members 
Mstep: Class 24 contains 48590 members 
Mstep: Class 25 contains 158774 members 
Mstep: Class 26 contains 24583 members 
Mstep: Class 27 contains 13986 members 
Mstep: Class 28 contains 161298 members 
Mstep: Class 29 contains 7892 members 
Mstep: Class 30 contains 14742 members 
Mstep: Class 31 contains 12937 members 
Mstep: Class 32 contains 30653 members 
Mstep: Class 33 contains 11276 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 7803 members 
Mstep: Class 36 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153923456.000000 Penalty: 83328.531250
Iteration 43Q: 37 clusters Score -1.539235e+08 nChanged 24459
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 7 contains 24204 members 
Mstep: Class 8 contains 81273 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 38518 members 
Mstep: Class 11 contains 31268 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 20973 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 48685 members 
Mstep: Class 16 contains 52393 members 
Mstep: Class 17 contains 139991 members 
Mstep: Class 18 contains 72198 members 
Mstep: Class 19 contains 181222 members 
Mstep: Class 20 contains 12048 members 
Mstep: Class 21 contains 105754 members 
Mstep: Class 22 contains 116799 members 
Mstep: Class 23 contains 14102 members 
Mstep: Class 24 contains 46004 members 
Mstep: Class 25 contains 158997 members 
Mstep: Class 26 contains 24293 members 
Mstep: Class 27 contains 14267 members 
Mstep: Class 28 contains 165041 members 
Mstep: Class 29 contains 8118 members 
Mstep: Class 30 contains 15769 members 
Mstep: Class 31 contains 12941 members 
Mstep: Class 32 contains 31227 members 
Mstep: Class 33 contains 12221 members 
Mstep: Class 34 contains 3722 members 
Mstep: Class 35 contains 7833 members 
Mstep: Class 36 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153930352.000000 Penalty: 83328.531250
Iteration 44Q: 37 clusters Score -1.539304e+08 nChanged 22426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 5445 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 23184 members 
Mstep: Class 8 contains 81185 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 40760 members 
Mstep: Class 11 contains 31042 members 
Mstep: Class 12 contains 5768 members 
Mstep: Class 13 contains 21150 members 
Mstep: Class 14 contains 13387 members 
Mstep: Class 15 contains 47212 members 
Mstep: Class 16 contains 51836 members 
Mstep: Class 17 contains 139256 members 
Mstep: Class 18 contains 71522 members 
Mstep: Class 19 contains 180251 members 
Mstep: Class 20 contains 11465 members 
Mstep: Class 21 contains 106989 members 
Mstep: Class 22 contains 115097 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 43550 members 
Mstep: Class 25 contains 159070 members 
Mstep: Class 26 contains 24034 members 
Mstep: Class 27 contains 14495 members 
Mstep: Class 28 contains 168394 members 
Mstep: Class 29 contains 8316 members 
Mstep: Class 30 contains 16886 members 
Mstep: Class 31 contains 12945 members 
Mstep: Class 32 contains 31650 members 
Mstep: Class 33 contains 13194 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 7847 members 
Mstep: Class 36 contains 5531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153936224.000000 Penalty: 83328.531250
Iteration 45Q: 37 clusters Score -1.539362e+08 nChanged 20721
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 7398 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 22284 members 
Mstep: Class 8 contains 81062 members 
Mstep: Class 9 contains 10187 members 
Mstep: Class 10 contains 42987 members 
Mstep: Class 11 contains 30855 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 21334 members 
Mstep: Class 14 contains 13165 members 
Mstep: Class 15 contains 45965 members 
Mstep: Class 16 contains 51413 members 
Mstep: Class 17 contains 138409 members 
Mstep: Class 18 contains 70946 members 
Mstep: Class 19 contains 179439 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 108142 members 
Mstep: Class 22 contains 113596 members 
Mstep: Class 23 contains 12811 members 
Mstep: Class 24 contains 41205 members 
Mstep: Class 25 contains 159027 members 
Mstep: Class 26 contains 23787 members 
Mstep: Class 27 contains 14680 members 
Mstep: Class 28 contains 171360 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 18052 members 
Mstep: Class 31 contains 12932 members 
Mstep: Class 32 contains 32010 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 4048 members 
Mstep: Class 35 contains 7848 members 
Mstep: Class 36 contains 5555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153940208.000000 Penalty: 83328.531250
Iteration 46Q: 37 clusters Score -1.539402e+08 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 21427 members 
Mstep: Class 8 contains 80883 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 45262 members 
Mstep: Class 11 contains 30707 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 21499 members 
Mstep: Class 14 contains 12936 members 
Mstep: Class 15 contains 44830 members 
Mstep: Class 16 contains 51183 members 
Mstep: Class 17 contains 137469 members 
Mstep: Class 18 contains 70389 members 
Mstep: Class 19 contains 178785 members 
Mstep: Class 20 contains 10366 members 
Mstep: Class 21 contains 109257 members 
Mstep: Class 22 contains 112286 members 
Mstep: Class 23 contains 12203 members 
Mstep: Class 24 contains 39101 members 
Mstep: Class 25 contains 158914 members 
Mstep: Class 26 contains 23510 members 
Mstep: Class 27 contains 14859 members 
Mstep: Class 28 contains 174008 members 
Mstep: Class 29 contains 8644 members 
Mstep: Class 30 contains 19185 members 
Mstep: Class 31 contains 12904 members 
Mstep: Class 32 contains 32308 members 
Mstep: Class 33 contains 14764 members 
Mstep: Class 34 contains 4175 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 5562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153944048.000000 Penalty: 83328.531250
Iteration 47Q: 37 clusters Score -1.53944e+08 nChanged 17716
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 7023 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 80628 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 10 contains 47512 members 
Mstep: Class 11 contains 30595 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 12736 members 
Mstep: Class 15 contains 43760 members 
Mstep: Class 16 contains 51091 members 
Mstep: Class 17 contains 136587 members 
Mstep: Class 18 contains 69921 members 
Mstep: Class 19 contains 178291 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 110337 members 
Mstep: Class 22 contains 111046 members 
Mstep: Class 23 contains 11620 members 
Mstep: Class 24 contains 37142 members 
Mstep: Class 25 contains 158740 members 
Mstep: Class 26 contains 23226 members 
Mstep: Class 27 contains 15028 members 
Mstep: Class 28 contains 176377 members 
Mstep: Class 29 contains 8786 members 
Mstep: Class 30 contains 20337 members 
Mstep: Class 31 contains 12865 members 
Mstep: Class 32 contains 32544 members 
Mstep: Class 33 contains 15286 members 
Mstep: Class 34 contains 4272 members 
Mstep: Class 35 contains 7835 members 
Mstep: Class 36 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153947536.000000 Penalty: 83328.531250
Iteration 48Q: 37 clusters Score -1.539475e+08 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 19909 members 
Mstep: Class 8 contains 80436 members 
Mstep: Class 9 contains 9906 members 
Mstep: Class 10 contains 49697 members 
Mstep: Class 11 contains 30490 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 13 contains 21773 members 
Mstep: Class 14 contains 12545 members 
Mstep: Class 15 contains 42765 members 
Mstep: Class 16 contains 51037 members 
Mstep: Class 17 contains 135718 members 
Mstep: Class 18 contains 69533 members 
Mstep: Class 19 contains 177966 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 111387 members 
Mstep: Class 22 contains 109869 members 
Mstep: Class 23 contains 11064 members 
Mstep: Class 24 contains 35258 members 
Mstep: Class 25 contains 158572 members 
Mstep: Class 26 contains 22946 members 
Mstep: Class 27 contains 15172 members 
Mstep: Class 28 contains 178415 members 
Mstep: Class 29 contains 8917 members 
Mstep: Class 30 contains 21483 members 
Mstep: Class 31 contains 12828 members 
Mstep: Class 32 contains 32740 members 
Mstep: Class 33 contains 15690 members 
Mstep: Class 34 contains 4339 members 
Mstep: Class 35 contains 7823 members 
Mstep: Class 36 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153951888.000000 Penalty: 83328.531250
Iteration 49Q: 37 clusters Score -1.539519e+08 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 7182 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 8234 members 
Mstep: Class 6 contains 6657 members 
Mstep: Class 7 contains 19190 members 
Mstep: Class 8 contains 80270 members 
Mstep: Class 9 contains 9862 members 
Mstep: Class 10 contains 51900 members 
Mstep: Class 11 contains 30381 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 21886 members 
Mstep: Class 14 contains 12356 members 
Mstep: Class 15 contains 41877 members 
Mstep: Class 16 contains 51016 members 
Mstep: Class 17 contains 134867 members 
Mstep: Class 18 contains 69211 members 
Mstep: Class 19 contains 177681 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 112473 members 
Mstep: Class 22 contains 108759 members 
Mstep: Class 23 contains 10534 members 
Mstep: Class 24 contains 33399 members 
Mstep: Class 25 contains 158388 members 
Mstep: Class 26 contains 22683 members 
Mstep: Class 27 contains 15312 members 
Mstep: Class 28 contains 180194 members 
Mstep: Class 29 contains 9055 members 
Mstep: Class 30 contains 22603 members 
Mstep: Class 31 contains 12807 members 
Mstep: Class 32 contains 32916 members 
Mstep: Class 33 contains 16022 members 
Mstep: Class 34 contains 4381 members 
Mstep: Class 35 contains 7812 members 
Mstep: Class 36 contains 5633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153954288.000000 Penalty: 83328.531250
Iteration 50Q: 37 clusters Score -1.539543e+08 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 8480 members 
Mstep: Class 5 contains 8443 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 8 contains 80159 members 
Mstep: Class 9 contains 9825 members 
Mstep: Class 10 contains 53993 members 
Mstep: Class 11 contains 30337 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 21942 members 
Mstep: Class 14 contains 12173 members 
Mstep: Class 15 contains 41033 members 
Mstep: Class 16 contains 51010 members 
Mstep: Class 17 contains 134097 members 
Mstep: Class 18 contains 68906 members 
Mstep: Class 19 contains 177393 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 113611 members 
Mstep: Class 22 contains 107730 members 
Mstep: Class 23 contains 10076 members 
Mstep: Class 24 contains 31646 members 
Mstep: Class 25 contains 158225 members 
Mstep: Class 26 contains 22429 members 
Mstep: Class 27 contains 15445 members 
Mstep: Class 28 contains 181683 members 
Mstep: Class 29 contains 9156 members 
Mstep: Class 30 contains 23684 members 
Mstep: Class 31 contains 12755 members 
Mstep: Class 32 contains 33077 members 
Mstep: Class 33 contains 16313 members 
Mstep: Class 34 contains 4395 members 
Mstep: Class 35 contains 7783 members 
Mstep: Class 36 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153957888.000000 Penalty: 83328.531250
Iteration 51Q: 37 clusters Score -1.539579e+08 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 7176 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 8956 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 6937 members 
Mstep: Class 7 contains 17951 members 
Mstep: Class 8 contains 80023 members 
Mstep: Class 9 contains 9791 members 
Mstep: Class 10 contains 55930 members 
Mstep: Class 11 contains 30327 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 22001 members 
Mstep: Class 14 contains 12016 members 
Mstep: Class 15 contains 40265 members 
Mstep: Class 16 contains 51038 members 
Mstep: Class 17 contains 133297 members 
Mstep: Class 18 contains 68603 members 
Mstep: Class 19 contains 177055 members 
Mstep: Class 20 contains 7760 members 
Mstep: Class 21 contains 114877 members 
Mstep: Class 22 contains 106841 members 
Mstep: Class 23 contains 9738 members 
Mstep: Class 24 contains 29877 members 
Mstep: Class 25 contains 158099 members 
Mstep: Class 26 contains 22174 members 
Mstep: Class 27 contains 15565 members 
Mstep: Class 28 contains 182965 members 
Mstep: Class 29 contains 9260 members 
Mstep: Class 30 contains 24700 members 
Mstep: Class 31 contains 12671 members 
Mstep: Class 32 contains 33210 members 
Mstep: Class 33 contains 16556 members 
Mstep: Class 34 contains 4386 members 
Mstep: Class 35 contains 7770 members 
Mstep: Class 36 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153960944.000000 Penalty: 83328.531250
Iteration 52Q: 37 clusters Score -1.539609e+08 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 9496 members 
Mstep: Class 5 contains 8730 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 17438 members 
Mstep: Class 8 contains 79937 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 57719 members 
Mstep: Class 11 contains 30325 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 21955 members 
Mstep: Class 14 contains 11864 members 
Mstep: Class 15 contains 39557 members 
Mstep: Class 16 contains 51059 members 
Mstep: Class 17 contains 132549 members 
Mstep: Class 18 contains 68293 members 
Mstep: Class 19 contains 176638 members 
Mstep: Class 20 contains 7427 members 
Mstep: Class 21 contains 116243 members 
Mstep: Class 22 contains 106027 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 157975 members 
Mstep: Class 26 contains 21946 members 
Mstep: Class 27 contains 15668 members 
Mstep: Class 28 contains 184080 members 
Mstep: Class 29 contains 9365 members 
Mstep: Class 30 contains 25628 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 33325 members 
Mstep: Class 33 contains 16761 members 
Mstep: Class 34 contains 4372 members 
Mstep: Class 35 contains 7746 members 
Mstep: Class 36 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153966976.000000 Penalty: 83328.531250
Iteration 53Q: 37 clusters Score -1.53967e+08 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 8877 members 
Mstep: Class 6 contains 7141 members 
Mstep: Class 7 contains 16950 members 
Mstep: Class 8 contains 79880 members 
Mstep: Class 9 contains 9723 members 
Mstep: Class 10 contains 59380 members 
Mstep: Class 11 contains 30310 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 11715 members 
Mstep: Class 15 contains 38907 members 
Mstep: Class 16 contains 51090 members 
Mstep: Class 17 contains 131831 members 
Mstep: Class 18 contains 68015 members 
Mstep: Class 19 contains 175979 members 
Mstep: Class 20 contains 7136 members 
Mstep: Class 21 contains 117453 members 
Mstep: Class 22 contains 105301 members 
Mstep: Class 23 contains 9184 members 
Mstep: Class 24 contains 27526 members 
Mstep: Class 25 contains 157708 members 
Mstep: Class 26 contains 21719 members 
Mstep: Class 27 contains 15747 members 
Mstep: Class 28 contains 185071 members 
Mstep: Class 29 contains 9472 members 
Mstep: Class 30 contains 26379 members 
Mstep: Class 31 contains 12352 members 
Mstep: Class 32 contains 33453 members 
Mstep: Class 33 contains 16953 members 
Mstep: Class 34 contains 4335 members 
Mstep: Class 35 contains 7740 members 
Mstep: Class 36 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153975424.000000 Penalty: 83328.531250
Iteration 54Q: 37 clusters Score -1.539754e+08 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 10272 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 16495 members 
Mstep: Class 8 contains 79889 members 
Mstep: Class 9 contains 9683 members 
Mstep: Class 10 contains 60864 members 
Mstep: Class 11 contains 30314 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 21335 members 
Mstep: Class 14 contains 11577 members 
Mstep: Class 15 contains 38357 members 
Mstep: Class 16 contains 51104 members 
Mstep: Class 17 contains 131204 members 
Mstep: Class 18 contains 67743 members 
Mstep: Class 19 contains 174782 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 118280 members 
Mstep: Class 22 contains 104688 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 28495 members 
Mstep: Class 25 contains 157324 members 
Mstep: Class 26 contains 21498 members 
Mstep: Class 27 contains 15820 members 
Mstep: Class 28 contains 185891 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 26971 members 
Mstep: Class 31 contains 12096 members 
Mstep: Class 32 contains 33588 members 
Mstep: Class 33 contains 17124 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 7742 members 
Mstep: Class 36 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153981632.000000 Penalty: 83328.531250
Iteration 55Q: 37 clusters Score -1.539816e+08 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 9179 members 
Mstep: Class 6 contains 7285 members 
Mstep: Class 7 contains 16108 members 
Mstep: Class 8 contains 79932 members 
Mstep: Class 9 contains 9656 members 
Mstep: Class 10 contains 62146 members 
Mstep: Class 11 contains 30336 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 20874 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 37852 members 
Mstep: Class 16 contains 51111 members 
Mstep: Class 17 contains 130645 members 
Mstep: Class 18 contains 67552 members 
Mstep: Class 19 contains 173714 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 118776 members 
Mstep: Class 22 contains 104158 members 
Mstep: Class 23 contains 8932 members 
Mstep: Class 24 contains 29939 members 
Mstep: Class 25 contains 156972 members 
Mstep: Class 26 contains 21259 members 
Mstep: Class 27 contains 15854 members 
Mstep: Class 28 contains 186402 members 
Mstep: Class 29 contains 9683 members 
Mstep: Class 30 contains 27516 members 
Mstep: Class 31 contains 11954 members 
Mstep: Class 32 contains 33715 members 
Mstep: Class 33 contains 17277 members 
Mstep: Class 34 contains 4202 members 
Mstep: Class 35 contains 7750 members 
Mstep: Class 36 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153985712.000000 Penalty: 83328.531250
Iteration 56Q: 37 clusters Score -1.539857e+08 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 1988 members 
Mstep: Class 4 contains 10359 members 
Mstep: Class 5 contains 9283 members 
Mstep: Class 6 contains 7347 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 79978 members 
Mstep: Class 9 contains 9631 members 
Mstep: Class 10 contains 63296 members 
Mstep: Class 11 contains 30388 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 20448 members 
Mstep: Class 14 contains 11312 members 
Mstep: Class 15 contains 37429 members 
Mstep: Class 16 contains 51123 members 
Mstep: Class 17 contains 130180 members 
Mstep: Class 18 contains 67392 members 
Mstep: Class 19 contains 172860 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 119016 members 
Mstep: Class 22 contains 103724 members 
Mstep: Class 23 contains 8844 members 
Mstep: Class 24 contains 31424 members 
Mstep: Class 25 contains 156738 members 
Mstep: Class 26 contains 21035 members 
Mstep: Class 27 contains 15900 members 
Mstep: Class 28 contains 186575 members 
Mstep: Class 29 contains 9767 members 
Mstep: Class 30 contains 27967 members 
Mstep: Class 31 contains 11865 members 
Mstep: Class 32 contains 33809 members 
Mstep: Class 33 contains 17400 members 
Mstep: Class 34 contains 4154 members 
Mstep: Class 35 contains 7742 members 
Mstep: Class 36 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153988896.000000 Penalty: 83328.531250
Iteration 57Q: 37 clusters Score -1.539889e+08 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 2023 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 9406 members 
Mstep: Class 6 contains 7403 members 
Mstep: Class 7 contains 15483 members 
Mstep: Class 8 contains 80033 members 
Mstep: Class 9 contains 9612 members 
Mstep: Class 10 contains 64269 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 20130 members 
Mstep: Class 14 contains 11194 members 
Mstep: Class 15 contains 37006 members 
Mstep: Class 16 contains 51123 members 
Mstep: Class 17 contains 129824 members 
Mstep: Class 18 contains 67249 members 
Mstep: Class 19 contains 172165 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 119191 members 
Mstep: Class 22 contains 103284 members 
Mstep: Class 23 contains 8764 members 
Mstep: Class 24 contains 32683 members 
Mstep: Class 25 contains 156554 members 
Mstep: Class 26 contains 20830 members 
Mstep: Class 27 contains 15927 members 
Mstep: Class 28 contains 186698 members 
Mstep: Class 29 contains 9853 members 
Mstep: Class 30 contains 28410 members 
Mstep: Class 31 contains 11847 members 
Mstep: Class 32 contains 33927 members 
Mstep: Class 33 contains 17501 members 
Mstep: Class 34 contains 4102 members 
Mstep: Class 35 contains 7740 members 
Mstep: Class 36 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153990848.000000 Penalty: 83328.531250
Iteration 58Q: 37 clusters Score -1.539908e+08 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 10270 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 7461 members 
Mstep: Class 7 contains 15261 members 
Mstep: Class 8 contains 80084 members 
Mstep: Class 9 contains 9609 members 
Mstep: Class 10 contains 65070 members 
Mstep: Class 11 contains 30415 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 19865 members 
Mstep: Class 14 contains 11085 members 
Mstep: Class 15 contains 36611 members 
Mstep: Class 16 contains 51098 members 
Mstep: Class 17 contains 129535 members 
Mstep: Class 18 contains 67141 members 
Mstep: Class 19 contains 171700 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 119298 members 
Mstep: Class 22 contains 102902 members 
Mstep: Class 23 contains 8708 members 
Mstep: Class 24 contains 33729 members 
Mstep: Class 25 contains 156321 members 
Mstep: Class 26 contains 20621 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 186771 members 
Mstep: Class 29 contains 9926 members 
Mstep: Class 30 contains 28827 members 
Mstep: Class 31 contains 11871 members 
Mstep: Class 32 contains 34030 members 
Mstep: Class 33 contains 17608 members 
Mstep: Class 34 contains 4052 members 
Mstep: Class 35 contains 7749 members 
Mstep: Class 36 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153991936.000000 Penalty: 83328.531250
Iteration 59Q: 37 clusters Score -1.539919e+08 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 80124 members 
Mstep: Class 9 contains 9598 members 
Mstep: Class 10 contains 65776 members 
Mstep: Class 11 contains 30429 members 
Mstep: Class 12 contains 4926 members 
Mstep: Class 13 contains 19651 members 
Mstep: Class 14 contains 10985 members 
Mstep: Class 15 contains 36283 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 129285 members 
Mstep: Class 18 contains 67083 members 
Mstep: Class 19 contains 171370 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 119404 members 
Mstep: Class 22 contains 102611 members 
Mstep: Class 23 contains 8674 members 
Mstep: Class 24 contains 34605 members 
Mstep: Class 25 contains 156118 members 
Mstep: Class 26 contains 20410 members 
Mstep: Class 27 contains 15979 members 
Mstep: Class 28 contains 186683 members 
Mstep: Class 29 contains 9983 members 
Mstep: Class 30 contains 29143 members 
Mstep: Class 31 contains 11893 members 
Mstep: Class 32 contains 34118 members 
Mstep: Class 33 contains 17715 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 7758 members 
Mstep: Class 36 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153995344.000000 Penalty: 83328.531250
Iteration 60F: 37 clusters Score -1.539953e+08 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 7138 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 4 contains 10538 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 6 contains 7557 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 80182 members 
Mstep: Class 9 contains 9529 members 
Mstep: Class 10 contains 66471 members 
Mstep: Class 11 contains 30304 members 
Mstep: Class 12 contains 4797 members 
Mstep: Class 13 contains 19452 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 36014 members 
Mstep: Class 16 contains 50359 members 
Mstep: Class 17 contains 129051 members 
Mstep: Class 18 contains 67037 members 
Mstep: Class 19 contains 171173 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 119453 members 
Mstep: Class 22 contains 102327 members 
Mstep: Class 23 contains 8165 members 
Mstep: Class 24 contains 35281 members 
Mstep: Class 25 contains 155899 members 
Mstep: Class 26 contains 20197 members 
Mstep: Class 27 contains 15997 members 
Mstep: Class 28 contains 186491 members 
Mstep: Class 29 contains 10065 members 
Mstep: Class 30 contains 29455 members 
Mstep: Class 31 contains 11884 members 
Mstep: Class 32 contains 34128 members 
Mstep: Class 33 contains 18468 members 
Mstep: Class 34 contains 4087 members 
Mstep: Class 35 contains 7752 members 
Mstep: Class 36 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153997680.000000 Penalty: 83328.531250
Iteration 61Q: 37 clusters Score -1.539977e+08 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 10776 members 
Mstep: Class 5 contains 9820 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 14835 members 
Mstep: Class 8 contains 80200 members 
Mstep: Class 9 contains 9482 members 
Mstep: Class 10 contains 67104 members 
Mstep: Class 11 contains 30109 members 
Mstep: Class 12 contains 4694 members 
Mstep: Class 13 contains 19323 members 
Mstep: Class 14 contains 10764 members 
Mstep: Class 15 contains 35708 members 
Mstep: Class 16 contains 49576 members 
Mstep: Class 17 contains 128853 members 
Mstep: Class 18 contains 66982 members 
Mstep: Class 19 contains 171003 members 
Mstep: Class 20 contains 5940 members 
Mstep: Class 21 contains 119493 members 
Mstep: Class 22 contains 102068 members 
Mstep: Class 23 contains 7748 members 
Mstep: Class 24 contains 35857 members 
Mstep: Class 25 contains 155736 members 
Mstep: Class 26 contains 20004 members 
Mstep: Class 27 contains 16020 members 
Mstep: Class 28 contains 186402 members 
Mstep: Class 29 contains 10159 members 
Mstep: Class 30 contains 29813 members 
Mstep: Class 31 contains 11857 members 
Mstep: Class 32 contains 34135 members 
Mstep: Class 33 contains 19349 members 
Mstep: Class 34 contains 4107 members 
Mstep: Class 35 contains 7746 members 
Mstep: Class 36 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153999760.000000 Penalty: 83328.531250
Iteration 62Q: 37 clusters Score -1.539998e+08 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 10990 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 7635 members 
Mstep: Class 7 contains 14685 members 
Mstep: Class 8 contains 80206 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 67653 members 
Mstep: Class 11 contains 29858 members 
Mstep: Class 12 contains 4590 members 
Mstep: Class 13 contains 19196 members 
Mstep: Class 14 contains 10639 members 
Mstep: Class 15 contains 35419 members 
Mstep: Class 16 contains 48796 members 
Mstep: Class 17 contains 128736 members 
Mstep: Class 18 contains 66932 members 
Mstep: Class 19 contains 170873 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 119552 members 
Mstep: Class 22 contains 101891 members 
Mstep: Class 23 contains 7344 members 
Mstep: Class 24 contains 36357 members 
Mstep: Class 25 contains 155618 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 186268 members 
Mstep: Class 29 contains 10270 members 
Mstep: Class 30 contains 30111 members 
Mstep: Class 31 contains 11850 members 
Mstep: Class 32 contains 34164 members 
Mstep: Class 33 contains 20267 members 
Mstep: Class 34 contains 4127 members 
Mstep: Class 35 contains 7764 members 
Mstep: Class 36 contains 5877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154001520.000000 Penalty: 83328.531250
Iteration 63Q: 37 clusters Score -1.540015e+08 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 7177 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 9962 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 80215 members 
Mstep: Class 9 contains 9379 members 
Mstep: Class 10 contains 68141 members 
Mstep: Class 11 contains 29608 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 19093 members 
Mstep: Class 14 contains 10504 members 
Mstep: Class 15 contains 35164 members 
Mstep: Class 16 contains 48017 members 
Mstep: Class 17 contains 128656 members 
Mstep: Class 18 contains 66894 members 
Mstep: Class 19 contains 170782 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 21 contains 119597 members 
Mstep: Class 22 contains 101745 members 
Mstep: Class 23 contains 6972 members 
Mstep: Class 24 contains 36784 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 19675 members 
Mstep: Class 27 contains 16039 members 
Mstep: Class 28 contains 186110 members 
Mstep: Class 29 contains 10348 members 
Mstep: Class 30 contains 30315 members 
Mstep: Class 31 contains 11837 members 
Mstep: Class 32 contains 34211 members 
Mstep: Class 33 contains 21190 members 
Mstep: Class 34 contains 4122 members 
Mstep: Class 35 contains 7786 members 
Mstep: Class 36 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154003296.000000 Penalty: 83328.531250
Iteration 64Q: 37 clusters Score -1.540033e+08 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 7746 members 
Mstep: Class 7 contains 14468 members 
Mstep: Class 8 contains 80233 members 
Mstep: Class 9 contains 9316 members 
Mstep: Class 10 contains 68530 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 12 contains 4402 members 
Mstep: Class 13 contains 18993 members 
Mstep: Class 14 contains 10367 members 
Mstep: Class 15 contains 34891 members 
Mstep: Class 16 contains 47266 members 
Mstep: Class 17 contains 128571 members 
Mstep: Class 18 contains 66855 members 
Mstep: Class 19 contains 170706 members 
Mstep: Class 20 contains 5629 members 
Mstep: Class 21 contains 119655 members 
Mstep: Class 22 contains 101666 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 37144 members 
Mstep: Class 25 contains 155531 members 
Mstep: Class 26 contains 19535 members 
Mstep: Class 27 contains 16056 members 
Mstep: Class 28 contains 186019 members 
Mstep: Class 29 contains 10416 members 
Mstep: Class 30 contains 30462 members 
Mstep: Class 31 contains 11836 members 
Mstep: Class 32 contains 34265 members 
Mstep: Class 33 contains 22092 members 
Mstep: Class 34 contains 4110 members 
Mstep: Class 35 contains 7822 members 
Mstep: Class 36 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154004544.000000 Penalty: 83328.531250
Iteration 65Q: 37 clusters Score -1.540045e+08 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 4698 members 
Mstep: Class 4 contains 11453 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 7804 members 
Mstep: Class 7 contains 14382 members 
Mstep: Class 8 contains 80259 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 68863 members 
Mstep: Class 11 contains 29138 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 18931 members 
Mstep: Class 14 contains 10248 members 
Mstep: Class 15 contains 34690 members 
Mstep: Class 16 contains 46581 members 
Mstep: Class 17 contains 128504 members 
Mstep: Class 18 contains 66805 members 
Mstep: Class 19 contains 170621 members 
Mstep: Class 20 contains 5535 members 
Mstep: Class 21 contains 119728 members 
Mstep: Class 22 contains 101600 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 37432 members 
Mstep: Class 25 contains 155489 members 
Mstep: Class 26 contains 19382 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 185952 members 
Mstep: Class 29 contains 10460 members 
Mstep: Class 30 contains 30544 members 
Mstep: Class 31 contains 11841 members 
Mstep: Class 32 contains 34340 members 
Mstep: Class 33 contains 22917 members 
Mstep: Class 34 contains 4099 members 
Mstep: Class 35 contains 7837 members 
Mstep: Class 36 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154005904.000000 Penalty: 83328.531250
Iteration 66Q: 37 clusters Score -1.540059e+08 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 7218 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 10159 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 80306 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 69166 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 18866 members 
Mstep: Class 14 contains 10160 members 
Mstep: Class 15 contains 34511 members 
Mstep: Class 16 contains 45927 members 
Mstep: Class 17 contains 128437 members 
Mstep: Class 18 contains 66759 members 
Mstep: Class 19 contains 170560 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 119770 members 
Mstep: Class 22 contains 101538 members 
Mstep: Class 23 contains 5982 members 
Mstep: Class 24 contains 37666 members 
Mstep: Class 25 contains 155497 members 
Mstep: Class 26 contains 19223 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 185871 members 
Mstep: Class 29 contains 10484 members 
Mstep: Class 30 contains 30612 members 
Mstep: Class 31 contains 11841 members 
Mstep: Class 32 contains 34449 members 
Mstep: Class 33 contains 23670 members 
Mstep: Class 34 contains 4089 members 
Mstep: Class 35 contains 7851 members 
Mstep: Class 36 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154007440.000000 Penalty: 83328.531250
Iteration 67Q: 37 clusters Score -1.540074e+08 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 11735 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 14210 members 
Mstep: Class 8 contains 80337 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 69417 members 
Mstep: Class 11 contains 28706 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 18795 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 34332 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 128399 members 
Mstep: Class 18 contains 66711 members 
Mstep: Class 19 contains 170460 members 
Mstep: Class 20 contains 5392 members 
Mstep: Class 21 contains 119814 members 
Mstep: Class 22 contains 101466 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 37880 members 
Mstep: Class 25 contains 155496 members 
Mstep: Class 26 contains 19063 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 185863 members 
Mstep: Class 29 contains 10511 members 
Mstep: Class 30 contains 30701 members 
Mstep: Class 31 contains 11853 members 
Mstep: Class 32 contains 34549 members 
Mstep: Class 33 contains 24360 members 
Mstep: Class 34 contains 4073 members 
Mstep: Class 35 contains 7858 members 
Mstep: Class 36 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154008512.000000 Penalty: 83328.531250
Iteration 68Q: 37 clusters Score -1.540085e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 5626 members 
Mstep: Class 4 contains 11852 members 
Mstep: Class 5 contains 10333 members 
Mstep: Class 6 contains 7910 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 80370 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 69615 members 
Mstep: Class 11 contains 28508 members 
Mstep: Class 12 contains 4131 members 
Mstep: Class 13 contains 18716 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 34177 members 
Mstep: Class 16 contains 44772 members 
Mstep: Class 17 contains 128380 members 
Mstep: Class 18 contains 66671 members 
Mstep: Class 19 contains 170359 members 
Mstep: Class 20 contains 5350 members 
Mstep: Class 21 contains 119843 members 
Mstep: Class 22 contains 101427 members 
Mstep: Class 23 contains 5476 members 
Mstep: Class 24 contains 38079 members 
Mstep: Class 25 contains 155492 members 
Mstep: Class 26 contains 18921 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 185849 members 
Mstep: Class 29 contains 10515 members 
Mstep: Class 30 contains 30717 members 
Mstep: Class 31 contains 11879 members 
Mstep: Class 32 contains 34661 members 
Mstep: Class 33 contains 25002 members 
Mstep: Class 34 contains 4041 members 
Mstep: Class 35 contains 7863 members 
Mstep: Class 36 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154009440.000000 Penalty: 83328.531250
Iteration 69Q: 37 clusters Score -1.540094e+08 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 5898 members 
Mstep: Class 4 contains 11933 members 
Mstep: Class 5 contains 10411 members 
Mstep: Class 6 contains 7927 members 
Mstep: Class 7 contains 14076 members 
Mstep: Class 8 contains 80397 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 69777 members 
Mstep: Class 11 contains 28270 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 18676 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 34046 members 
Mstep: Class 16 contains 44240 members 
Mstep: Class 17 contains 128381 members 
Mstep: Class 18 contains 66644 members 
Mstep: Class 19 contains 170271 members 
Mstep: Class 20 contains 5312 members 
Mstep: Class 21 contains 119914 members 
Mstep: Class 22 contains 101399 members 
Mstep: Class 23 contains 5283 members 
Mstep: Class 24 contains 38238 members 
Mstep: Class 25 contains 155458 members 
Mstep: Class 26 contains 18785 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 185818 members 
Mstep: Class 29 contains 10512 members 
Mstep: Class 30 contains 30735 members 
Mstep: Class 31 contains 11895 members 
Mstep: Class 32 contains 34777 members 
Mstep: Class 33 contains 25601 members 
Mstep: Class 34 contains 4021 members 
Mstep: Class 35 contains 7873 members 
Mstep: Class 36 contains 6313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154010704.000000 Penalty: 83328.531250
Iteration 70Q: 37 clusters Score -1.540107e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 7945 members 
Mstep: Class 7 contains 14018 members 
Mstep: Class 8 contains 80436 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 69931 members 
Mstep: Class 11 contains 28045 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 18646 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 33906 members 
Mstep: Class 16 contains 43734 members 
Mstep: Class 17 contains 128378 members 
Mstep: Class 18 contains 66624 members 
Mstep: Class 19 contains 170171 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 119952 members 
Mstep: Class 22 contains 101409 members 
Mstep: Class 23 contains 5124 members 
Mstep: Class 24 contains 38367 members 
Mstep: Class 25 contains 155425 members 
Mstep: Class 26 contains 18650 members 
Mstep: Class 27 contains 16204 members 
Mstep: Class 28 contains 185824 members 
Mstep: Class 29 contains 10523 members 
Mstep: Class 30 contains 30776 members 
Mstep: Class 31 contains 11901 members 
Mstep: Class 32 contains 34897 members 
Mstep: Class 33 contains 26172 members 
Mstep: Class 34 contains 4010 members 
Mstep: Class 35 contains 7873 members 
Mstep: Class 36 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154011520.000000 Penalty: 83328.531250
Iteration 71Q: 37 clusters Score -1.540115e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 10553 members 
Mstep: Class 6 contains 7977 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 80468 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 70085 members 
Mstep: Class 11 contains 27865 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 18616 members 
Mstep: Class 14 contains 9748 members 
Mstep: Class 15 contains 33775 members 
Mstep: Class 16 contains 43235 members 
Mstep: Class 17 contains 128421 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 170107 members 
Mstep: Class 20 contains 5250 members 
Mstep: Class 21 contains 119953 members 
Mstep: Class 22 contains 101445 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 38468 members 
Mstep: Class 25 contains 155409 members 
Mstep: Class 26 contains 18512 members 
Mstep: Class 27 contains 16241 members 
Mstep: Class 28 contains 185761 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 30781 members 
Mstep: Class 31 contains 11911 members 
Mstep: Class 32 contains 35014 members 
Mstep: Class 33 contains 26735 members 
Mstep: Class 34 contains 4002 members 
Mstep: Class 35 contains 7873 members 
Mstep: Class 36 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154013024.000000 Penalty: 83328.531250
Iteration 72Q: 37 clusters Score -1.54013e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 7994 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 80486 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 70200 members 
Mstep: Class 11 contains 27717 members 
Mstep: Class 12 contains 3966 members 
Mstep: Class 13 contains 18589 members 
Mstep: Class 14 contains 9668 members 
Mstep: Class 15 contains 33652 members 
Mstep: Class 16 contains 42709 members 
Mstep: Class 17 contains 128442 members 
Mstep: Class 18 contains 66596 members 
Mstep: Class 19 contains 170051 members 
Mstep: Class 20 contains 5229 members 
Mstep: Class 21 contains 119917 members 
Mstep: Class 22 contains 101484 members 
Mstep: Class 23 contains 4900 members 
Mstep: Class 24 contains 38550 members 
Mstep: Class 25 contains 155439 members 
Mstep: Class 26 contains 18377 members 
Mstep: Class 27 contains 16278 members 
Mstep: Class 28 contains 185684 members 
Mstep: Class 29 contains 10549 members 
Mstep: Class 30 contains 30795 members 
Mstep: Class 31 contains 11913 members 
Mstep: Class 32 contains 35162 members 
Mstep: Class 33 contains 27305 members 
Mstep: Class 34 contains 3996 members 
Mstep: Class 35 contains 7876 members 
Mstep: Class 36 contains 6401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154014432.000000 Penalty: 83328.531250
Iteration 73Q: 37 clusters Score -1.540144e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 4 contains 12089 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 13912 members 
Mstep: Class 8 contains 80495 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 70298 members 
Mstep: Class 11 contains 27559 members 
Mstep: Class 12 contains 3926 members 
Mstep: Class 13 contains 18565 members 
Mstep: Class 14 contains 9574 members 
Mstep: Class 15 contains 33557 members 
Mstep: Class 16 contains 42202 members 
Mstep: Class 17 contains 128450 members 
Mstep: Class 18 contains 66596 members 
Mstep: Class 19 contains 169996 members 
Mstep: Class 20 contains 5213 members 
Mstep: Class 21 contains 119891 members 
Mstep: Class 22 contains 101509 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 38637 members 
Mstep: Class 25 contains 155470 members 
Mstep: Class 26 contains 18231 members 
Mstep: Class 27 contains 16314 members 
Mstep: Class 28 contains 185664 members 
Mstep: Class 29 contains 10569 members 
Mstep: Class 30 contains 30770 members 
Mstep: Class 31 contains 11920 members 
Mstep: Class 32 contains 35328 members 
Mstep: Class 33 contains 27873 members 
Mstep: Class 34 contains 3986 members 
Mstep: Class 35 contains 7879 members 
Mstep: Class 36 contains 6414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154015088.000000 Penalty: 83328.531250
Iteration 74Q: 37 clusters Score -1.540151e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 8030 members 
Mstep: Class 7 contains 13912 members 
Mstep: Class 8 contains 80514 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 70370 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 3878 members 
Mstep: Class 13 contains 18543 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 33469 members 
Mstep: Class 16 contains 41697 members 
Mstep: Class 17 contains 128438 members 
Mstep: Class 18 contains 66591 members 
Mstep: Class 19 contains 169963 members 
Mstep: Class 20 contains 5199 members 
Mstep: Class 21 contains 119845 members 
Mstep: Class 22 contains 101557 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 38704 members 
Mstep: Class 25 contains 155489 members 
Mstep: Class 26 contains 18103 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 185601 members 
Mstep: Class 29 contains 10582 members 
Mstep: Class 30 contains 30756 members 
Mstep: Class 31 contains 11929 members 
Mstep: Class 32 contains 35482 members 
Mstep: Class 33 contains 28447 members 
Mstep: Class 34 contains 3969 members 
Mstep: Class 35 contains 7889 members 
Mstep: Class 36 contains 6412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154016080.000000 Penalty: 83328.531250
Iteration 75Q: 37 clusters Score -1.540161e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 10733 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 80531 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 70447 members 
Mstep: Class 11 contains 27401 members 
Mstep: Class 12 contains 3827 members 
Mstep: Class 13 contains 18533 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 33404 members 
Mstep: Class 16 contains 41192 members 
Mstep: Class 17 contains 128463 members 
Mstep: Class 18 contains 66577 members 
Mstep: Class 19 contains 169951 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 119817 members 
Mstep: Class 22 contains 101570 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 38766 members 
Mstep: Class 25 contains 155492 members 
Mstep: Class 26 contains 17967 members 
Mstep: Class 27 contains 16368 members 
Mstep: Class 28 contains 185533 members 
Mstep: Class 29 contains 10602 members 
Mstep: Class 30 contains 30749 members 
Mstep: Class 31 contains 11932 members 
Mstep: Class 32 contains 35601 members 
Mstep: Class 33 contains 29011 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 7893 members 
Mstep: Class 36 contains 6402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154016416.000000 Penalty: 83328.531250
Iteration 76Q: 37 clusters Score -1.540164e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 80540 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 70522 members 
Mstep: Class 11 contains 27375 members 
Mstep: Class 12 contains 3788 members 
Mstep: Class 13 contains 18526 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 33328 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 128494 members 
Mstep: Class 18 contains 66560 members 
Mstep: Class 19 contains 169918 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 119766 members 
Mstep: Class 22 contains 101567 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 38812 members 
Mstep: Class 25 contains 155520 members 
Mstep: Class 26 contains 17841 members 
Mstep: Class 27 contains 16391 members 
Mstep: Class 28 contains 185502 members 
Mstep: Class 29 contains 10634 members 
Mstep: Class 30 contains 30739 members 
Mstep: Class 31 contains 11925 members 
Mstep: Class 32 contains 35700 members 
Mstep: Class 33 contains 29545 members 
Mstep: Class 34 contains 3958 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017168.000000 Penalty: 83328.531250
Iteration 77Q: 37 clusters Score -1.540172e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 10778 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 13931 members 
Mstep: Class 8 contains 80556 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 70609 members 
Mstep: Class 11 contains 27362 members 
Mstep: Class 12 contains 3747 members 
Mstep: Class 13 contains 18525 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 33256 members 
Mstep: Class 16 contains 40251 members 
Mstep: Class 17 contains 128540 members 
Mstep: Class 18 contains 66554 members 
Mstep: Class 19 contains 169903 members 
Mstep: Class 20 contains 5168 members 
Mstep: Class 21 contains 119713 members 
Mstep: Class 22 contains 101562 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 38851 members 
Mstep: Class 25 contains 155538 members 
Mstep: Class 26 contains 17699 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 185465 members 
Mstep: Class 29 contains 10666 members 
Mstep: Class 30 contains 30699 members 
Mstep: Class 31 contains 11927 members 
Mstep: Class 32 contains 35784 members 
Mstep: Class 33 contains 30059 members 
Mstep: Class 34 contains 3953 members 
Mstep: Class 35 contains 7894 members 
Mstep: Class 36 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154017808.000000 Penalty: 83328.531250
Iteration 78Q: 37 clusters Score -1.540178e+08 nChanged 3032
Entering ConstructFrom: 
Score: -154017808.000000 Penalty: 83328.531250
Entering ConstructFrom: 
Trying to split cluster 1 (35633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Entering Unmasked Estep 
Score: -3649184.000000 Penalty: 1703.166992
	Iteration 0F: 2 clusters Score -3649184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3625257.000000 Penalty: 3406.333984
	Iteration 0F: 3 clusters Score -3625257 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3635031.000000 Penalty: 3406.333984
	Iteration 1F: 3 clusters Score -3635031 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3636335.500000 Penalty: 3406.333984
	Iteration 2F: 3 clusters Score -3636336 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3638309.250000 Penalty: 3406.333984
	Iteration 3F: 3 clusters Score -3638309 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3640756.750000 Penalty: 3406.333984
	Iteration 4F: 3 clusters Score -3640757 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3642976.000000 Penalty: 3406.333984
	Iteration 5F: 3 clusters Score -3642976 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3644379.000000 Penalty: 3406.333984
	Iteration 6F: 3 clusters Score -3644379 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3645180.250000 Penalty: 3406.333984
	Iteration 7Q: 3 clusters Score -3645180 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3645613.250000 Penalty: 3406.333984
	Iteration 8Q: 3 clusters Score -3645613 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3645929.000000 Penalty: 3406.333984
	Iteration 9Q: 3 clusters Score -3645929 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3646210.000000 Penalty: 3406.333984
	Iteration 10Q: 3 clusters Score -3646210 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3646426.750000 Penalty: 3406.333984
	Iteration 11Q: 3 clusters Score -3646427 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3646666.250000 Penalty: 3406.333984
	Iteration 12Q: 3 clusters Score -3646666 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -3646889.500000 Penalty: 3406.333984
	Iteration 13Q: 3 clusters Score -3646890 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3647091.000000 Penalty: 3406.333984
	Iteration 14Q: 3 clusters Score -3647091 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3647276.000000 Penalty: 3406.333984
	Iteration 15Q: 3 clusters Score -3647276 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3647413.750000 Penalty: 3406.333984
	Iteration 16Q: 3 clusters Score -3647414 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3647535.750000 Penalty: 3406.333984
	Iteration 17Q: 3 clusters Score -3647536 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3647639.500000 Penalty: 3406.333984
	Iteration 18Q: 3 clusters Score -3647640 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3647745.000000 Penalty: 3406.333984
	Iteration 19Q: 3 clusters Score -3647745 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -3647844.500000 Penalty: 3406.333984
	Iteration 20F: 3 clusters Score -3647844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -3647919.500000 Penalty: 3406.333984
	Iteration 21Q: 3 clusters Score -3647920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3647950.250000 Penalty: 3406.333984
	Iteration 22Q: 3 clusters Score -3647950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3648006.500000 Penalty: 3406.333984
	Iteration 23Q: 3 clusters Score -3648006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -3648046.000000 Penalty: 3406.333984
	Iteration 24Q: 3 clusters Score -3648046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3648078.500000 Penalty: 3406.333984
	Iteration 25Q: 3 clusters Score -3648078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3648096.000000 Penalty: 3406.333984
	Iteration 26Q: 3 clusters Score -3648096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3648106.250000 Penalty: 3406.333984
	Iteration 27Q: 3 clusters Score -3648106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -3648124.000000 Penalty: 3406.333984
	Iteration 28Q: 3 clusters Score -3648124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -3648136.750000 Penalty: 3406.333984
	Iteration 29Q: 3 clusters Score -3648137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -3648141.000000 Penalty: 3406.333984
	Iteration 30Q: 3 clusters Score -3648141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3648149.500000 Penalty: 3406.333984
	Iteration 31Q: 3 clusters Score -3648150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3648158.000000 Penalty: 3406.333984
	Iteration 32Q: 3 clusters Score -3648158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3648167.000000 Penalty: 3406.333984
	Iteration 33Q: 3 clusters Score -3648167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -3648176.750000 Penalty: 3406.333984
	Iteration 34Q: 3 clusters Score -3648177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3648194.500000 Penalty: 3406.333984
	Iteration 35Q: 3 clusters Score -3648194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -3648211.250000 Penalty: 3406.333984
	Iteration 36Q: 3 clusters Score -3648211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3648213.750000 Penalty: 3406.333984
	Iteration 37Q: 3 clusters Score -3648214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3648222.750000 Penalty: 3406.333984
	Iteration 38Q: 3 clusters Score -3648223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3648227.750000 Penalty: 3406.333984
	Iteration 39Q: 3 clusters Score -3648228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -3648243.250000 Penalty: 3406.333984
	Iteration 40F: 3 clusters Score -3648243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -3648246.750000 Penalty: 3406.333984
	Iteration 41Q: 3 clusters Score -3648247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3648252.250000 Penalty: 3406.333984
	Iteration 42Q: 3 clusters Score -3648252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -3648254.000000 Penalty: 3406.333984
	Iteration 43Q: 3 clusters Score -3648254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3648262.750000 Penalty: 3406.333984
	Iteration 44Q: 3 clusters Score -3648263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3648271.250000 Penalty: 3406.333984
	Iteration 45Q: 3 clusters Score -3648271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -3648267.750000 Penalty: 3406.333984
	Iteration 46Q: 3 clusters Score -3648268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -3648263.250000 Penalty: 3406.333984
	Iteration 47Q: 3 clusters Score -3648263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3648266.250000 Penalty: 3406.333984
	Iteration 48Q: 3 clusters Score -3648266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -3648267.000000 Penalty: 3406.333984
	Iteration 49Q: 3 clusters Score -3648267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3648270.750000 Penalty: 3406.333984
	Iteration 50Q: 3 clusters Score -3648271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -3648267.250000 Penalty: 3406.333984
	Iteration 51Q: 3 clusters Score -3648267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -3648269.250000 Penalty: 3406.333984
	Iteration 52Q: 3 clusters Score -3648269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -3648269.250000 Penalty: 3406.333984
	Iteration 53F: 3 clusters Score -3648269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Entering Unmasked Estep 
Score: -773683.187500 Penalty: 1444.803589
	Iteration 0F: 2 clusters Score -773683.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -768200.062500 Penalty: 2889.607178
	Iteration 0F: 3 clusters Score -768200.1 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -769827.312500 Penalty: 2889.607178
	Iteration 1F: 3 clusters Score -769827.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -770094.937500 Penalty: 2889.607178
	Iteration 2F: 3 clusters Score -770094.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -770383.187500 Penalty: 2889.607178
	Iteration 3F: 3 clusters Score -770383.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -770728.187500 Penalty: 2889.607178
	Iteration 4F: 3 clusters Score -770728.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -771131.437500 Penalty: 2889.607178
	Iteration 5F: 3 clusters Score -771131.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -771588.125000 Penalty: 2889.607178
	Iteration 6F: 3 clusters Score -771588.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -772044.187500 Penalty: 2889.607178
	Iteration 7F: 3 clusters Score -772044.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -772434.562500 Penalty: 2889.607178
	Iteration 8F: 3 clusters Score -772434.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -772733.125000 Penalty: 2889.607178
	Iteration 9Q: 3 clusters Score -772733.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -772906.062500 Penalty: 2889.607178
	Iteration 10Q: 3 clusters Score -772906.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -772984.125000 Penalty: 2889.607178
	Iteration 11Q: 3 clusters Score -772984.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -773029.437500 Penalty: 2889.607178
	Iteration 12Q: 3 clusters Score -773029.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -773059.187500 Penalty: 2889.607178
	Iteration 13Q: 3 clusters Score -773059.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -773080.000000 Penalty: 2889.607178
	Iteration 14Q: 3 clusters Score -773080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -773092.875000 Penalty: 2889.607178
	Iteration 15Q: 3 clusters Score -773092.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -773106.187500 Penalty: 2889.607178
	Iteration 16Q: 3 clusters Score -773106.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -773110.687500 Penalty: 2889.607178
	Iteration 17Q: 3 clusters Score -773110.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -773113.562500 Penalty: 2889.607178
	Iteration 18Q: 3 clusters Score -773113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -773116.625000 Penalty: 2889.607178
	Iteration 19Q: 3 clusters Score -773116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -773117.750000 Penalty: 2889.607178
	Iteration 20F: 3 clusters Score -773117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -773119.437500 Penalty: 2889.607178
	Iteration 21Q: 3 clusters Score -773119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -773117.437500 Penalty: 2889.607178
	Iteration 22Q: 3 clusters Score -773117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -773117.437500 Penalty: 2889.607178
	Iteration 23F: 3 clusters Score -773117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Entering Unmasked Estep 
Score: -702838.750000 Penalty: 1445.071655
	Iteration 0F: 2 clusters Score -702838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -697391.750000 Penalty: 2890.143311
	Iteration 0F: 3 clusters Score -697391.8 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -699128.375000 Penalty: 2890.143311
	Iteration 1F: 3 clusters Score -699128.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -699533.750000 Penalty: 2890.143311
	Iteration 2F: 3 clusters Score -699533.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -699913.187500 Penalty: 2890.143311
	Iteration 3F: 3 clusters Score -699913.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -700242.062500 Penalty: 2890.143311
	Iteration 4F: 3 clusters Score -700242.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -700533.062500 Penalty: 2890.143311
	Iteration 5F: 3 clusters Score -700533.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -700759.312500 Penalty: 2890.143311
	Iteration 6Q: 3 clusters Score -700759.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -700923.562500 Penalty: 2890.143311
	Iteration 7Q: 3 clusters Score -700923.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -701067.000000 Penalty: 2890.143311
	Iteration 8Q: 3 clusters Score -701067 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -701202.187500 Penalty: 2890.143311
	Iteration 9Q: 3 clusters Score -701202.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -701344.500000 Penalty: 2890.143311
	Iteration 10Q: 3 clusters Score -701344.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -701483.750000 Penalty: 2890.143311
	Iteration 11Q: 3 clusters Score -701483.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -701614.000000 Penalty: 2890.143311
	Iteration 12Q: 3 clusters Score -701614 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -701721.000000 Penalty: 2890.143311
	Iteration 13Q: 3 clusters Score -701721 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -701798.125000 Penalty: 2890.143311
	Iteration 14Q: 3 clusters Score -701798.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -701872.625000 Penalty: 2890.143311
	Iteration 15Q: 3 clusters Score -701872.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -701939.187500 Penalty: 2890.143311
	Iteration 16Q: 3 clusters Score -701939.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -702008.812500 Penalty: 2890.143311
	Iteration 17Q: 3 clusters Score -702008.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -702067.625000 Penalty: 2890.143311
	Iteration 18Q: 3 clusters Score -702067.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -702123.000000 Penalty: 2890.143311
	Iteration 19Q: 3 clusters Score -702123 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -702195.875000 Penalty: 2890.143311
	Iteration 20F: 3 clusters Score -702195.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -702260.812500 Penalty: 2890.143311
	Iteration 21Q: 3 clusters Score -702260.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -702324.750000 Penalty: 2890.143311
	Iteration 22Q: 3 clusters Score -702324.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -702379.500000 Penalty: 2890.143311
	Iteration 23Q: 3 clusters Score -702379.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -702421.312500 Penalty: 2890.143311
	Iteration 24Q: 3 clusters Score -702421.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -702450.562500 Penalty: 2890.143311
	Iteration 25Q: 3 clusters Score -702450.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -702478.187500 Penalty: 2890.143311
	Iteration 26Q: 3 clusters Score -702478.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -702513.062500 Penalty: 2890.143311
	Iteration 27Q: 3 clusters Score -702513.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -702549.625000 Penalty: 2890.143311
	Iteration 28Q: 3 clusters Score -702549.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -702594.125000 Penalty: 2890.143311
	Iteration 29Q: 3 clusters Score -702594.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -702630.562500 Penalty: 2890.143311
	Iteration 30Q: 3 clusters Score -702630.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -702659.312500 Penalty: 2890.143311
	Iteration 31Q: 3 clusters Score -702659.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -702682.187500 Penalty: 2890.143311
	Iteration 32Q: 3 clusters Score -702682.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -702698.687500 Penalty: 2890.143311
	Iteration 33Q: 3 clusters Score -702698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -702708.312500 Penalty: 2890.143311
	Iteration 34Q: 3 clusters Score -702708.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -702717.937500 Penalty: 2890.143311
	Iteration 35Q: 3 clusters Score -702717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -702721.375000 Penalty: 2890.143311
	Iteration 36Q: 3 clusters Score -702721.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -702724.937500 Penalty: 2890.143311
	Iteration 37Q: 3 clusters Score -702724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -702728.187500 Penalty: 2890.143311
	Iteration 38Q: 3 clusters Score -702728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -702729.000000 Penalty: 2890.143311
	Iteration 39Q: 3 clusters Score -702729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -702730.562500 Penalty: 2890.143311
	Iteration 40F: 3 clusters Score -702730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -702731.500000 Penalty: 2890.143311
	Iteration 41Q: 3 clusters Score -702731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -702734.062500 Penalty: 2890.143311
	Iteration 42Q: 3 clusters Score -702734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -702736.562500 Penalty: 2890.143311
	Iteration 43Q: 3 clusters Score -702736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -702738.687500 Penalty: 2890.143311
	Iteration 44Q: 3 clusters Score -702738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -702738.312500 Penalty: 2890.143311
	Iteration 45Q: 3 clusters Score -702738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -702738.375000 Penalty: 2890.143311
	Iteration 46Q: 3 clusters Score -702738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -702738.750000 Penalty: 2890.143311
	Iteration 47Q: 3 clusters Score -702738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -702740.312500 Penalty: 2890.143311
	Iteration 48Q: 3 clusters Score -702740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -702740.312500 Penalty: 2890.143311
	Iteration 49F: 3 clusters Score -702740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Entering Unmasked Estep 
Score: -1178079.625000 Penalty: 1529.644897
	Iteration 0F: 2 clusters Score -1178080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1169533.125000 Penalty: 3059.289795
	Iteration 0F: 3 clusters Score -1169533 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1172636.375000 Penalty: 3059.289795
	Iteration 1F: 3 clusters Score -1172636 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1173108.625000 Penalty: 3059.289795
	Iteration 2F: 3 clusters Score -1173109 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1173577.625000 Penalty: 3059.289795
	Iteration 3F: 3 clusters Score -1173578 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1174049.750000 Penalty: 3059.289795
	Iteration 4F: 3 clusters Score -1174050 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1174458.250000 Penalty: 3059.289795
	Iteration 5F: 3 clusters Score -1174458 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1174754.375000 Penalty: 3059.289795
	Iteration 6Q: 3 clusters Score -1174754 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1174983.625000 Penalty: 3059.289795
	Iteration 7Q: 3 clusters Score -1174984 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1175166.750000 Penalty: 3059.289795
	Iteration 8Q: 3 clusters Score -1175167 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1175301.375000 Penalty: 3059.289795
	Iteration 9Q: 3 clusters Score -1175301 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1175401.500000 Penalty: 3059.289795
	Iteration 10Q: 3 clusters Score -1175402 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1175477.625000 Penalty: 3059.289795
	Iteration 11Q: 3 clusters Score -1175478 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1175538.375000 Penalty: 3059.289795
	Iteration 12Q: 3 clusters Score -1175538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1175594.250000 Penalty: 3059.289795
	Iteration 13Q: 3 clusters Score -1175594 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1175641.625000 Penalty: 3059.289795
	Iteration 14Q: 3 clusters Score -1175642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1175683.250000 Penalty: 3059.289795
	Iteration 15Q: 3 clusters Score -1175683 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1175716.625000 Penalty: 3059.289795
	Iteration 16Q: 3 clusters Score -1175717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1175744.125000 Penalty: 3059.289795
	Iteration 17Q: 3 clusters Score -1175744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1175781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1175814.375000 Penalty: 3059.289795
	Iteration 19Q: 3 clusters Score -1175814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1175857.375000 Penalty: 3059.289795
	Iteration 20F: 3 clusters Score -1175857 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1175893 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1175930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1175953.875000 Penalty: 3059.289795
	Iteration 23Q: 3 clusters Score -1175954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1175973.500000 Penalty: 3059.289795
	Iteration 24Q: 3 clusters Score -1175974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1175989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1175995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1176005.375000 Penalty: 3059.289795
	Iteration 27Q: 3 clusters Score -1176005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1176015.625000 Penalty: 3059.289795
	Iteration 28Q: 3 clusters Score -1176016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1176024.875000 Penalty: 3059.289795
	Iteration 29Q: 3 clusters Score -1176025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1176030.625000 Penalty: 3059.289795
	Iteration 30Q: 3 clusters Score -1176031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1176038.125000 Penalty: 3059.289795
	Iteration 31Q: 3 clusters Score -1176038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1176046.750000 Penalty: 3059.289795
	Iteration 32Q: 3 clusters Score -1176047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1176053.875000 Penalty: 3059.289795
	Iteration 33Q: 3 clusters Score -1176054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1176058.500000 Penalty: 3059.289795
	Iteration 34Q: 3 clusters Score -1176058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1176065.625000 Penalty: 3059.289795
	Iteration 35Q: 3 clusters Score -1176066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1176071.625000 Penalty: 3059.289795
	Iteration 36Q: 3 clusters Score -1176072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1176084.500000 Penalty: 3059.289795
	Iteration 37Q: 3 clusters Score -1176084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1176092.500000 Penalty: 3059.289795
	Iteration 38Q: 3 clusters Score -1176092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1176101.875000 Penalty: 3059.289795
	Iteration 39Q: 3 clusters Score -1176102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1176109.500000 Penalty: 3059.289795
	Iteration 40F: 3 clusters Score -1176110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1176122.000000 Penalty: 3059.289795
	Iteration 41Q: 3 clusters Score -1176122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1176134.625000 Penalty: 3059.289795
	Iteration 42Q: 3 clusters Score -1176135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1176150.375000 Penalty: 3059.289795
	Iteration 43Q: 3 clusters Score -1176150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1176159.000000 Penalty: 3059.289795
	Iteration 44Q: 3 clusters Score -1176159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1176169.000000 Penalty: 3059.289795
	Iteration 45Q: 3 clusters Score -1176169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1176185.750000 Penalty: 3059.289795
	Iteration 46Q: 3 clusters Score -1176186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1176202.625000 Penalty: 3059.289795
	Iteration 47Q: 3 clusters Score -1176203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1176216.375000 Penalty: 3059.289795
	Iteration 48Q: 3 clusters Score -1176216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1176230.500000 Penalty: 3059.289795
	Iteration 49Q: 3 clusters Score -1176230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1176244.500000 Penalty: 3059.289795
	Iteration 50Q: 3 clusters Score -1176244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1176251.250000 Penalty: 3059.289795
	Iteration 51Q: 3 clusters Score -1176251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1176262.500000 Penalty: 3059.289795
	Iteration 52Q: 3 clusters Score -1176262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1176272.000000 Penalty: 3059.289795
	Iteration 53Q: 3 clusters Score -1176272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1176283.375000 Penalty: 3059.289795
	Iteration 54Q: 3 clusters Score -1176283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1176299.500000 Penalty: 3059.289795
	Iteration 55Q: 3 clusters Score -1176300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1176322.625000 Penalty: 3059.289795
	Iteration 56Q: 3 clusters Score -1176323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1176336.750000 Penalty: 3059.289795
	Iteration 57Q: 3 clusters Score -1176337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1176352.500000 Penalty: 3059.289795
	Iteration 58Q: 3 clusters Score -1176352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1176374.250000 Penalty: 3059.289795
	Iteration 59Q: 3 clusters Score -1176374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1176392.000000 Penalty: 3059.289795
	Iteration 60F: 3 clusters Score -1176392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1176404.500000 Penalty: 3059.289795
	Iteration 61Q: 3 clusters Score -1176404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1176423.125000 Penalty: 3059.289795
	Iteration 62Q: 3 clusters Score -1176423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1176440.750000 Penalty: 3059.289795
	Iteration 63Q: 3 clusters Score -1176441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1176463.125000 Penalty: 3059.289795
	Iteration 64Q: 3 clusters Score -1176463 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1176484.875000 Penalty: 3059.289795
	Iteration 65Q: 3 clusters Score -1176485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1176519.875000 Penalty: 3059.289795
	Iteration 66Q: 3 clusters Score -1176520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1176552.500000 Penalty: 3059.289795
	Iteration 67Q: 3 clusters Score -1176552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1176590.875000 Penalty: 3059.289795
	Iteration 68Q: 3 clusters Score -1176591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1176641.375000 Penalty: 3059.289795
	Iteration 69Q: 3 clusters Score -1176641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1176697.500000 Penalty: 3059.289795
	Iteration 70Q: 3 clusters Score -1176698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1176755.750000 Penalty: 3059.289795
	Iteration 71Q: 3 clusters Score -1176756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1176809.375000 Penalty: 3059.289795
	Iteration 72Q: 3 clusters Score -1176809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1176856.375000 Penalty: 3059.289795
	Iteration 73Q: 3 clusters Score -1176856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1176904.000000 Penalty: 3059.289795
	Iteration 74Q: 3 clusters Score -1176904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1176945.625000 Penalty: 3059.289795
	Iteration 75Q: 3 clusters Score -1176946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1176984.625000 Penalty: 3059.289795
	Iteration 76Q: 3 clusters Score -1176985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1177021.000000 Penalty: 3059.289795
	Iteration 77Q: 3 clusters Score -1177021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1177058.250000 Penalty: 3059.289795
	Iteration 78Q: 3 clusters Score -1177058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1177099.250000 Penalty: 3059.289795
	Iteration 79Q: 3 clusters Score -1177099 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1177146.250000 Penalty: 3059.289795
	Iteration 80F: 3 clusters Score -1177146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1177188.375000 Penalty: 3059.289795
	Iteration 81Q: 3 clusters Score -1177188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1177212.375000 Penalty: 3059.289795
	Iteration 82Q: 3 clusters Score -1177212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1177250.500000 Penalty: 3059.289795
	Iteration 83Q: 3 clusters Score -1177250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1177279.000000 Penalty: 3059.289795
	Iteration 84Q: 3 clusters Score -1177279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1177299.750000 Penalty: 3059.289795
	Iteration 85Q: 3 clusters Score -1177300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1177313.250000 Penalty: 3059.289795
	Iteration 86Q: 3 clusters Score -1177313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1177320.875000 Penalty: 3059.289795
	Iteration 87Q: 3 clusters Score -1177321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1177330.000000 Penalty: 3059.289795
	Iteration 88Q: 3 clusters Score -1177330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1177338.125000 Penalty: 3059.289795
	Iteration 89Q: 3 clusters Score -1177338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1177344.875000 Penalty: 3059.289795
	Iteration 90Q: 3 clusters Score -1177345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1177348.250000 Penalty: 3059.289795
	Iteration 91Q: 3 clusters Score -1177348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1177352.625000 Penalty: 3059.289795
	Iteration 92Q: 3 clusters Score -1177353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1177355.500000 Penalty: 3059.289795
	Iteration 93Q: 3 clusters Score -1177356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1177357.375000 Penalty: 3059.289795
	Iteration 94Q: 3 clusters Score -1177357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1177358.625000 Penalty: 3059.289795
	Iteration 95Q: 3 clusters Score -1177359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1177361.375000 Penalty: 3059.289795
	Iteration 96Q: 3 clusters Score -1177361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1177364.875000 Penalty: 3059.289795
	Iteration 97Q: 3 clusters Score -1177365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1177365.750000 Penalty: 3059.289795
	Iteration 98Q: 3 clusters Score -1177366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1177367.500000 Penalty: 3059.289795
	Iteration 99Q: 3 clusters Score -1177368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1177368.500000 Penalty: 3059.289795
	Iteration 100F: 3 clusters Score -1177368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1177370.375000 Penalty: 3059.289795
	Iteration 101Q: 3 clusters Score -1177370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1177370.375000 Penalty: 3059.289795
	Iteration 102F: 3 clusters Score -1177370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Entering Unmasked Estep 
Score: -1118421.750000 Penalty: 1509.276733
	Iteration 0F: 2 clusters Score -1118422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1110833.500000 Penalty: 3018.553467
	Iteration 0F: 3 clusters Score -1110834 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1113572.750000 Penalty: 3018.553467
	Iteration 1F: 3 clusters Score -1113573 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1114158.250000 Penalty: 3018.553467
	Iteration 2F: 3 clusters Score -1114158 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1114821.750000 Penalty: 3018.553467
	Iteration 3F: 3 clusters Score -1114822 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1115532.250000 Penalty: 3018.553467
	Iteration 4F: 3 clusters Score -1115532 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1116143.250000 Penalty: 3018.553467
	Iteration 5F: 3 clusters Score -1116143 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1116557.000000 Penalty: 3018.553467
	Iteration 6F: 3 clusters Score -1116557 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1116853.250000 Penalty: 3018.553467
	Iteration 7Q: 3 clusters Score -1116853 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1117067.625000 Penalty: 3018.553467
	Iteration 8Q: 3 clusters Score -1117068 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1117228.375000 Penalty: 3018.553467
	Iteration 9Q: 3 clusters Score -1117228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1117322.250000 Penalty: 3018.553467
	Iteration 10Q: 3 clusters Score -1117322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1117381.125000 Penalty: 3018.553467
	Iteration 11Q: 3 clusters Score -1117381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1117428.000000 Penalty: 3018.553467
	Iteration 12Q: 3 clusters Score -1117428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1117467.500000 Penalty: 3018.553467
	Iteration 13Q: 3 clusters Score -1117468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1117504.500000 Penalty: 3018.553467
	Iteration 14Q: 3 clusters Score -1117504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1117527.750000 Penalty: 3018.553467
	Iteration 15Q: 3 clusters Score -1117528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1117549.750000 Penalty: 3018.553467
	Iteration 16Q: 3 clusters Score -1117550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1117566.375000 Penalty: 3018.553467
	Iteration 17Q: 3 clusters Score -1117566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1117583.875000 Penalty: 3018.553467
	Iteration 18Q: 3 clusters Score -1117584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1117596.625000 Penalty: 3018.553467
	Iteration 19Q: 3 clusters Score -1117597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1117614.375000 Penalty: 3018.553467
	Iteration 20F: 3 clusters Score -1117614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1117635.625000 Penalty: 3018.553467
	Iteration 21Q: 3 clusters Score -1117636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1117643.625000 Penalty: 3018.553467
	Iteration 22Q: 3 clusters Score -1117644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1117653.500000 Penalty: 3018.553467
	Iteration 23Q: 3 clusters Score -1117654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1117657.000000 Penalty: 3018.553467
	Iteration 24Q: 3 clusters Score -1117657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1117664.250000 Penalty: 3018.553467
	Iteration 25Q: 3 clusters Score -1117664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1117670.250000 Penalty: 3018.553467
	Iteration 26Q: 3 clusters Score -1117670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1117672.875000 Penalty: 3018.553467
	Iteration 27Q: 3 clusters Score -1117673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1117676.000000 Penalty: 3018.553467
	Iteration 28Q: 3 clusters Score -1117676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1117679.625000 Penalty: 3018.553467
	Iteration 29Q: 3 clusters Score -1117680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1117681.875000 Penalty: 3018.553467
	Iteration 30Q: 3 clusters Score -1117682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1117681.500000 Penalty: 3018.553467
	Iteration 31Q: 3 clusters Score -1117682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1117683.125000 Penalty: 3018.553467
	Iteration 32Q: 3 clusters Score -1117683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1117684.250000 Penalty: 3018.553467
	Iteration 33Q: 3 clusters Score -1117684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1117683.500000 Penalty: 3018.553467
	Iteration 34Q: 3 clusters Score -1117684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1117685.875000 Penalty: 3018.553467
	Iteration 35Q: 3 clusters Score -1117686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1117684.625000 Penalty: 3018.553467
	Iteration 36Q: 3 clusters Score -1117685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1117686.875000 Penalty: 3018.553467
	Iteration 37Q: 3 clusters Score -1117687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1117686.125000 Penalty: 3018.553467
	Iteration 38Q: 3 clusters Score -1117686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1117685.750000 Penalty: 3018.553467
	Iteration 39Q: 3 clusters Score -1117686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1117686.000000 Penalty: 3018.553467
	Iteration 40F: 3 clusters Score -1117686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1117684.875000 Penalty: 3018.553467
	Iteration 41Q: 3 clusters Score -1117685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1117684.875000 Penalty: 3018.553467
	Iteration 42F: 3 clusters Score -1117685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -785098.687500 Penalty: 1462.978882
	Iteration 0F: 2 clusters Score -785098.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -779169.625000 Penalty: 2925.957764
	Iteration 0F: 3 clusters Score -779169.6 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -781337.125000 Penalty: 2925.957764
	Iteration 1F: 3 clusters Score -781337.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -781836.500000 Penalty: 2925.957764
	Iteration 2F: 3 clusters Score -781836.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -782302.437500 Penalty: 2925.957764
	Iteration 3F: 3 clusters Score -782302.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -782741.000000 Penalty: 2925.957764
	Iteration 4F: 3 clusters Score -782741 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -783111.562500 Penalty: 2925.957764
	Iteration 5F: 3 clusters Score -783111.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -783392.562500 Penalty: 2925.957764
	Iteration 6Q: 3 clusters Score -783392.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -783650.750000 Penalty: 2925.957764
	Iteration 7Q: 3 clusters Score -783650.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -783847.625000 Penalty: 2925.957764
	Iteration 8Q: 3 clusters Score -783847.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -783974.812500 Penalty: 2925.957764
	Iteration 9Q: 3 clusters Score -783974.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -784087.125000 Penalty: 2925.957764
	Iteration 10Q: 3 clusters Score -784087.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -784190.062500 Penalty: 2925.957764
	Iteration 11Q: 3 clusters Score -784190.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -784277.687500 Penalty: 2925.957764
	Iteration 12Q: 3 clusters Score -784277.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -784350.750000 Penalty: 2925.957764
	Iteration 13Q: 3 clusters Score -784350.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -784422.312500 Penalty: 2925.957764
	Iteration 14Q: 3 clusters Score -784422.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -784480.187500 Penalty: 2925.957764
	Iteration 15Q: 3 clusters Score -784480.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -784530.500000 Penalty: 2925.957764
	Iteration 16Q: 3 clusters Score -784530.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -784565.500000 Penalty: 2925.957764
	Iteration 17Q: 3 clusters Score -784565.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -784596.687500 Penalty: 2925.957764
	Iteration 18Q: 3 clusters Score -784596.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -784628.437500 Penalty: 2925.957764
	Iteration 19Q: 3 clusters Score -784628.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -784671.812500 Penalty: 2925.957764
	Iteration 20F: 3 clusters Score -784671.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -784704.187500 Penalty: 2925.957764
	Iteration 21Q: 3 clusters Score -784704.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -784735.000000 Penalty: 2925.957764
	Iteration 22Q: 3 clusters Score -784735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -784759.437500 Penalty: 2925.957764
	Iteration 23Q: 3 clusters Score -784759.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -784772.687500 Penalty: 2925.957764
	Iteration 24Q: 3 clusters Score -784772.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -784785.812500 Penalty: 2925.957764
	Iteration 25Q: 3 clusters Score -784785.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -784799.562500 Penalty: 2925.957764
	Iteration 26Q: 3 clusters Score -784799.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -784810.500000 Penalty: 2925.957764
	Iteration 27Q: 3 clusters Score -784810.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -784823.750000 Penalty: 2925.957764
	Iteration 28Q: 3 clusters Score -784823.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -784831.875000 Penalty: 2925.957764
	Iteration 29Q: 3 clusters Score -784831.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -784837.750000 Penalty: 2925.957764
	Iteration 30Q: 3 clusters Score -784837.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -784841.875000 Penalty: 2925.957764
	Iteration 31Q: 3 clusters Score -784841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -784843.312500 Penalty: 2925.957764
	Iteration 32Q: 3 clusters Score -784843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -784843.875000 Penalty: 2925.957764
	Iteration 33Q: 3 clusters Score -784843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -784844.312500 Penalty: 2925.957764
	Iteration 34Q: 3 clusters Score -784844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -784846.437500 Penalty: 2925.957764
	Iteration 35F: 3 clusters Score -784846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -784848.062500 Penalty: 2925.957764
	Iteration 36Q: 3 clusters Score -784848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -784851.687500 Penalty: 2925.957764
	Iteration 37Q: 3 clusters Score -784851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -784851.437500 Penalty: 2925.957764
	Iteration 38Q: 3 clusters Score -784851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -784851.187500 Penalty: 2925.957764
	Iteration 39Q: 3 clusters Score -784851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -784851.187500 Penalty: 2925.957764
	Iteration 40F: 3 clusters Score -784851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Entering Unmasked Estep 
Score: -1428233.375000 Penalty: 1550.659180
	Iteration 0F: 2 clusters Score -1428233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1418541.375000 Penalty: 3101.318359
	Iteration 0F: 3 clusters Score -1418541 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1421915.000000 Penalty: 3101.318359
	Iteration 1F: 3 clusters Score -1421915 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1422207.750000 Penalty: 3101.318359
	Iteration 2F: 3 clusters Score -1422208 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1422488.500000 Penalty: 3101.318359
	Iteration 3Q: 3 clusters Score -1422488 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1422792.000000 Penalty: 3101.318359
	Iteration 4Q: 3 clusters Score -1422792 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1423164.250000 Penalty: 3101.318359
	Iteration 5Q: 3 clusters Score -1423164 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1423582.875000 Penalty: 3101.318359
	Iteration 6Q: 3 clusters Score -1423583 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1424169.875000 Penalty: 3101.318359
	Iteration 7F: 3 clusters Score -1424170 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1424859.375000 Penalty: 3101.318359
	Iteration 8F: 3 clusters Score -1424859 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1425522.000000 Penalty: 3101.318359
	Iteration 9F: 3 clusters Score -1425522 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1426019.750000 Penalty: 3101.318359
	Iteration 10Q: 3 clusters Score -1426020 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1426353.375000 Penalty: 3101.318359
	Iteration 11Q: 3 clusters Score -1426353 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1426567.125000 Penalty: 3101.318359
	Iteration 12Q: 3 clusters Score -1426567 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1426671.625000 Penalty: 3101.318359
	Iteration 13Q: 3 clusters Score -1426672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1426739.000000 Penalty: 3101.318359
	Iteration 14Q: 3 clusters Score -1426739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1426794.000000 Penalty: 3101.318359
	Iteration 15Q: 3 clusters Score -1426794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1426829.125000 Penalty: 3101.318359
	Iteration 16Q: 3 clusters Score -1426829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1426854.750000 Penalty: 3101.318359
	Iteration 17Q: 3 clusters Score -1426855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1426879.000000 Penalty: 3101.318359
	Iteration 18Q: 3 clusters Score -1426879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1426892.875000 Penalty: 3101.318359
	Iteration 19Q: 3 clusters Score -1426893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1426902.250000 Penalty: 3101.318359
	Iteration 20F: 3 clusters Score -1426902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1426909.000000 Penalty: 3101.318359
	Iteration 21Q: 3 clusters Score -1426909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1426916.625000 Penalty: 3101.318359
	Iteration 22Q: 3 clusters Score -1426917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1426926.250000 Penalty: 3101.318359
	Iteration 23Q: 3 clusters Score -1426926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1426932.250000 Penalty: 3101.318359
	Iteration 24Q: 3 clusters Score -1426932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1426935.000000 Penalty: 3101.318359
	Iteration 25Q: 3 clusters Score -1426935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1426937.625000 Penalty: 3101.318359
	Iteration 26Q: 3 clusters Score -1426938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1426938.125000 Penalty: 3101.318359
	Iteration 27Q: 3 clusters Score -1426938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1426938.625000 Penalty: 3101.318359
	Iteration 28Q: 3 clusters Score -1426939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1426938.625000 Penalty: 3101.318359
	Iteration 29Q: 3 clusters Score -1426939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1426944.625000 Penalty: 3101.318359
	Iteration 30Q: 3 clusters Score -1426945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1426954.125000 Penalty: 3101.318359
	Iteration 31Q: 3 clusters Score -1426954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1426961.625000 Penalty: 3101.318359
	Iteration 32Q: 3 clusters Score -1426962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1426967.000000 Penalty: 3101.318359
	Iteration 33Q: 3 clusters Score -1426967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1426972.000000 Penalty: 3101.318359
	Iteration 34Q: 3 clusters Score -1426972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1426974.375000 Penalty: 3101.318359
	Iteration 35Q: 3 clusters Score -1426974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1426978.625000 Penalty: 3101.318359
	Iteration 36Q: 3 clusters Score -1426979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1426980.500000 Penalty: 3101.318359
	Iteration 37Q: 3 clusters Score -1426980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1426980.875000 Penalty: 3101.318359
	Iteration 38Q: 3 clusters Score -1426981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1426984.000000 Penalty: 3101.318359
	Iteration 39Q: 3 clusters Score -1426984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1426985.500000 Penalty: 3101.318359
	Iteration 40F: 3 clusters Score -1426986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1426984.375000 Penalty: 3101.318359
	Iteration 41Q: 3 clusters Score -1426984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1426985.750000 Penalty: 3101.318359
	Iteration 42Q: 3 clusters Score -1426986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1426984.500000 Penalty: 3101.318359
	Iteration 43Q: 3 clusters Score -1426984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1426986.500000 Penalty: 3101.318359
	Iteration 44Q: 3 clusters Score -1426986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1426988.375000 Penalty: 3101.318359
	Iteration 45Q: 3 clusters Score -1426988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1426989.125000 Penalty: 3101.318359
	Iteration 46Q: 3 clusters Score -1426989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1426988.500000 Penalty: 3101.318359
	Iteration 47Q: 3 clusters Score -1426988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1426988.250000 Penalty: 3101.318359
	Iteration 48Q: 3 clusters Score -1426988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1426990.750000 Penalty: 3101.318359
	Iteration 49Q: 3 clusters Score -1426991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1426990.875000 Penalty: 3101.318359
	Iteration 50Q: 3 clusters Score -1426991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1426992.125000 Penalty: 3101.318359
	Iteration 51Q: 3 clusters Score -1426992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1426992.000000 Penalty: 3101.318359
	Iteration 52Q: 3 clusters Score -1426992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1426992.125000 Penalty: 3101.318359
	Iteration 53Q: 3 clusters Score -1426992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1426992.625000 Penalty: 3101.318359
	Iteration 54Q: 3 clusters Score -1426993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1426993.250000 Penalty: 3101.318359
	Iteration 55Q: 3 clusters Score -1426993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1426993.375000 Penalty: 3101.318359
	Iteration 56Q: 3 clusters Score -1426993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1426994.750000 Penalty: 3101.318359
	Iteration 57Q: 3 clusters Score -1426995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1426994.750000 Penalty: 3101.318359
	Iteration 58F: 3 clusters Score -1426995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Entering Unmasked Estep 
Score: -8444667.000000 Penalty: 1835.755371
	Iteration 0F: 2 clusters Score -8444667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -8390797.000000 Penalty: 3671.510742
	Iteration 0F: 3 clusters Score -8390797 nChanged 38377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -8413117.000000 Penalty: 3671.510742
	Iteration 1F: 3 clusters Score -8413117 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -8414720.000000 Penalty: 3671.510742
	Iteration 2Q: 3 clusters Score -8414720 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -8417466.000000 Penalty: 3671.510742
	Iteration 3F: 3 clusters Score -8417466 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8422108.000000 Penalty: 3671.510742
	Iteration 4F: 3 clusters Score -8422108 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -8428443.000000 Penalty: 3671.510742
	Iteration 5F: 3 clusters Score -8428443 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -8434989.000000 Penalty: 3671.510742
	Iteration 6F: 3 clusters Score -8434989 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8439370.000000 Penalty: 3671.510742
	Iteration 7F: 3 clusters Score -8439370 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8441670.000000 Penalty: 3671.510742
	Iteration 8Q: 3 clusters Score -8441670 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8442565.000000 Penalty: 3671.510742
	Iteration 9Q: 3 clusters Score -8442565 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8442897.000000 Penalty: 3671.510742
	Iteration 10Q: 3 clusters Score -8442897 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8443058.000000 Penalty: 3671.510742
	Iteration 11Q: 3 clusters Score -8443058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8443167.000000 Penalty: 3671.510742
	Iteration 12Q: 3 clusters Score -8443167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8443227.000000 Penalty: 3671.510742
	Iteration 13Q: 3 clusters Score -8443227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8443297.000000 Penalty: 3671.510742
	Iteration 14Q: 3 clusters Score -8443297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8443349.000000 Penalty: 3671.510742
	Iteration 15Q: 3 clusters Score -8443349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8443400.000000 Penalty: 3671.510742
	Iteration 16Q: 3 clusters Score -8443400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8443425.000000 Penalty: 3671.510742
	Iteration 17Q: 3 clusters Score -8443425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8443441.000000 Penalty: 3671.510742
	Iteration 18Q: 3 clusters Score -8443441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8443451.000000 Penalty: 3671.510742
	Iteration 19Q: 3 clusters Score -8443451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8443463.000000 Penalty: 3671.510742
	Iteration 20F: 3 clusters Score -8443463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8443464.000000 Penalty: 3671.510742
	Iteration 21Q: 3 clusters Score -8443464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8443468.000000 Penalty: 3671.510742
	Iteration 22Q: 3 clusters Score -8443468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8443479.000000 Penalty: 3671.510742
	Iteration 23Q: 3 clusters Score -8443479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8443489.000000 Penalty: 3671.510742
	Iteration 24Q: 3 clusters Score -8443489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8443493.000000 Penalty: 3671.510742
	Iteration 25Q: 3 clusters Score -8443493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8443492.000000 Penalty: 3671.510742
	Iteration 26Q: 3 clusters Score -8443492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8443491.000000 Penalty: 3671.510742
	Iteration 27Q: 3 clusters Score -8443491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8443492.000000 Penalty: 3671.510742
	Iteration 28Q: 3 clusters Score -8443492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8443492.000000 Penalty: 3671.510742
	Iteration 29F: 3 clusters Score -8443492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -831090.937500 Penalty: 1481.158325
	Iteration 0F: 2 clusters Score -831090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -824577.187500 Penalty: 2962.316650
	Iteration 0F: 3 clusters Score -824577.2 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -827379.562500 Penalty: 2962.316650
	Iteration 1F: 3 clusters Score -827379.6 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -828761.125000 Penalty: 2962.316650
	Iteration 2F: 3 clusters Score -828761.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -830054.687500 Penalty: 2962.316650
	Iteration 3F: 3 clusters Score -830054.7 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -830881.250000 Penalty: 2962.316650
	Iteration 4F: 3 clusters Score -830881.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -831298.937500 Penalty: 2962.316650
	Iteration 5F: 3 clusters Score -831298.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -831499.250000 Penalty: 2962.316650
	Iteration 6Q: 3 clusters Score -831499.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -831604.500000 Penalty: 2962.316650
	Iteration 7Q: 3 clusters Score -831604.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -831653.875000 Penalty: 2962.316650
	Iteration 8Q: 3 clusters Score -831653.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -831684.812500 Penalty: 2962.316650
	Iteration 9Q: 3 clusters Score -831684.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -831705.937500 Penalty: 2962.316650
	Iteration 10Q: 3 clusters Score -831705.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -831719.500000 Penalty: 2962.316650
	Iteration 11Q: 3 clusters Score -831719.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -831731.812500 Penalty: 2962.316650
	Iteration 12Q: 3 clusters Score -831731.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -831741.625000 Penalty: 2962.316650
	Iteration 13Q: 3 clusters Score -831741.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -831746.812500 Penalty: 2962.316650
	Iteration 14Q: 3 clusters Score -831746.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -831754.000000 Penalty: 2962.316650
	Iteration 15Q: 3 clusters Score -831754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -831763.187500 Penalty: 2962.316650
	Iteration 16Q: 3 clusters Score -831763.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -831768.062500 Penalty: 2962.316650
	Iteration 17Q: 3 clusters Score -831768.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -831772.375000 Penalty: 2962.316650
	Iteration 18Q: 3 clusters Score -831772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -831783.500000 Penalty: 2962.316650
	Iteration 19Q: 3 clusters Score -831783.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -831799.437500 Penalty: 2962.316650
	Iteration 20F: 3 clusters Score -831799.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -831808.937500 Penalty: 2962.316650
	Iteration 21Q: 3 clusters Score -831808.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -831816.250000 Penalty: 2962.316650
	Iteration 22Q: 3 clusters Score -831816.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -831823.250000 Penalty: 2962.316650
	Iteration 23Q: 3 clusters Score -831823.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -831834.625000 Penalty: 2962.316650
	Iteration 24Q: 3 clusters Score -831834.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -831840.750000 Penalty: 2962.316650
	Iteration 25Q: 3 clusters Score -831840.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -831850.312500 Penalty: 2962.316650
	Iteration 26Q: 3 clusters Score -831850.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -831858.000000 Penalty: 2962.316650
	Iteration 27Q: 3 clusters Score -831858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -831863.625000 Penalty: 2962.316650
	Iteration 28Q: 3 clusters Score -831863.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -831873.687500 Penalty: 2962.316650
	Iteration 29Q: 3 clusters Score -831873.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -831887.000000 Penalty: 2962.316650
	Iteration 30Q: 3 clusters Score -831887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -831903.687500 Penalty: 2962.316650
	Iteration 31Q: 3 clusters Score -831903.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -831925.437500 Penalty: 2962.316650
	Iteration 32Q: 3 clusters Score -831925.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -831953.187500 Penalty: 2962.316650
	Iteration 33Q: 3 clusters Score -831953.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -831977.625000 Penalty: 2962.316650
	Iteration 34Q: 3 clusters Score -831977.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -831994.937500 Penalty: 2962.316650
	Iteration 35Q: 3 clusters Score -831994.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -832002.937500 Penalty: 2962.316650
	Iteration 36Q: 3 clusters Score -832002.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -832009.375000 Penalty: 2962.316650
	Iteration 37Q: 3 clusters Score -832009.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -832015.812500 Penalty: 2962.316650
	Iteration 38Q: 3 clusters Score -832015.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -832019.500000 Penalty: 2962.316650
	Iteration 39Q: 3 clusters Score -832019.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -832019.750000 Penalty: 2962.316650
	Iteration 40F: 3 clusters Score -832019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -832021.750000 Penalty: 2962.316650
	Iteration 41Q: 3 clusters Score -832021.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -832027.312500 Penalty: 2962.316650
	Iteration 42Q: 3 clusters Score -832027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -832028.500000 Penalty: 2962.316650
	Iteration 43Q: 3 clusters Score -832028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -832026.687500 Penalty: 2962.316650
	Iteration 44Q: 3 clusters Score -832026.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -832027.437500 Penalty: 2962.316650
	Iteration 45Q: 3 clusters Score -832027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -832028.500000 Penalty: 2962.316650
	Iteration 46Q: 3 clusters Score -832028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -832030.312500 Penalty: 2962.316650
	Iteration 47Q: 3 clusters Score -832030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -832032.437500 Penalty: 2962.316650
	Iteration 48Q: 3 clusters Score -832032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -832032.062500 Penalty: 2962.316650
	Iteration 49Q: 3 clusters Score -832032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -832032.125000 Penalty: 2962.316650
	Iteration 50Q: 3 clusters Score -832032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -832031.187500 Penalty: 2962.316650
	Iteration 51Q: 3 clusters Score -832031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -832033.500000 Penalty: 2962.316650
	Iteration 52Q: 3 clusters Score -832033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -832033.437500 Penalty: 2962.316650
	Iteration 53Q: 3 clusters Score -832033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -832033.187500 Penalty: 2962.316650
	Iteration 54Q: 3 clusters Score -832033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -832033.687500 Penalty: 2962.316650
	Iteration 55Q: 3 clusters Score -832033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -832034.437500 Penalty: 2962.316650
	Iteration 56Q: 3 clusters Score -832034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -832036.312500 Penalty: 2962.316650
	Iteration 57Q: 3 clusters Score -832036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -832036.125000 Penalty: 2962.316650
	Iteration 58Q: 3 clusters Score -832036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -832035.875000 Penalty: 2962.316650
	Iteration 59Q: 3 clusters Score -832035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -832036.937500 Penalty: 2962.316650
	Iteration 60F: 3 clusters Score -832036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -832038.437500 Penalty: 2962.316650
	Iteration 61Q: 3 clusters Score -832038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -832038.812500 Penalty: 2962.316650
	Iteration 62Q: 3 clusters Score -832038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -832038.750000 Penalty: 2962.316650
	Iteration 63Q: 3 clusters Score -832038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -832038.000000 Penalty: 2962.316650
	Iteration 64Q: 3 clusters Score -832038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -832038.000000 Penalty: 2962.316650
	Iteration 65F: 3 clusters Score -832038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 18522 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 39801 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 119658 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Entering Unmasked Estep 
Score: -154018304.000000 Penalty: 85643.210938
Splitting cluster 9 changes total score from -154017808.000000 to -154018304.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (70673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Entering Unmasked Estep 
Score: -7403574.500000 Penalty: 1814.445557
	Iteration 0F: 2 clusters Score -7403574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -7356214.500000 Penalty: 3628.891113
	Iteration 0F: 3 clusters Score -7356214 nChanged 33614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -7376013.500000 Penalty: 3628.891113
	Iteration 1F: 3 clusters Score -7376014 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -7377126.000000 Penalty: 3628.891113
	Iteration 2Q: 3 clusters Score -7377126 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -7378461.000000 Penalty: 3628.891113
	Iteration 3Q: 3 clusters Score -7378461 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7380086.500000 Penalty: 3628.891113
	Iteration 4F: 3 clusters Score -7380086 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -7382132.500000 Penalty: 3628.891113
	Iteration 5F: 3 clusters Score -7382132 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -7384434.500000 Penalty: 3628.891113
	Iteration 6F: 3 clusters Score -7384434 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -7387114.500000 Penalty: 3628.891113
	Iteration 7F: 3 clusters Score -7387114 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -7389862.500000 Penalty: 3628.891113
	Iteration 8F: 3 clusters Score -7389862 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -7392736.500000 Penalty: 3628.891113
	Iteration 9F: 3 clusters Score -7392736 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -7395510.500000 Penalty: 3628.891113
	Iteration 10Q: 3 clusters Score -7395510 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -7397749.000000 Penalty: 3628.891113
	Iteration 11Q: 3 clusters Score -7397749 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -7399395.000000 Penalty: 3628.891113
	Iteration 12Q: 3 clusters Score -7399395 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -7400436.000000 Penalty: 3628.891113
	Iteration 13Q: 3 clusters Score -7400436 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7401047.000000 Penalty: 3628.891113
	Iteration 14Q: 3 clusters Score -7401047 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7401389.000000 Penalty: 3628.891113
	Iteration 15Q: 3 clusters Score -7401389 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7401624.500000 Penalty: 3628.891113
	Iteration 16Q: 3 clusters Score -7401624 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7401771.000000 Penalty: 3628.891113
	Iteration 17Q: 3 clusters Score -7401771 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7401911.000000 Penalty: 3628.891113
	Iteration 18Q: 3 clusters Score -7401911 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7401992.000000 Penalty: 3628.891113
	Iteration 19Q: 3 clusters Score -7401992 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7402073.500000 Penalty: 3628.891113
	Iteration 20F: 3 clusters Score -7402074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7402143.500000 Penalty: 3628.891113
	Iteration 21Q: 3 clusters Score -7402144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7402229.000000 Penalty: 3628.891113
	Iteration 22Q: 3 clusters Score -7402229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7402279.000000 Penalty: 3628.891113
	Iteration 23Q: 3 clusters Score -7402279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7402318.000000 Penalty: 3628.891113
	Iteration 24Q: 3 clusters Score -7402318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7402363.000000 Penalty: 3628.891113
	Iteration 25Q: 3 clusters Score -7402363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7402378.500000 Penalty: 3628.891113
	Iteration 26Q: 3 clusters Score -7402378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7402389.000000 Penalty: 3628.891113
	Iteration 27Q: 3 clusters Score -7402389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7402385.500000 Penalty: 3628.891113
	Iteration 28Q: 3 clusters Score -7402386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7402384.000000 Penalty: 3628.891113
	Iteration 29Q: 3 clusters Score -7402384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7402393.000000 Penalty: 3628.891113
	Iteration 30Q: 3 clusters Score -7402393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7402397.500000 Penalty: 3628.891113
	Iteration 31Q: 3 clusters Score -7402398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7402401.500000 Penalty: 3628.891113
	Iteration 32Q: 3 clusters Score -7402402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7402400.500000 Penalty: 3628.891113
	Iteration 33Q: 3 clusters Score -7402400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7402411.000000 Penalty: 3628.891113
	Iteration 34Q: 3 clusters Score -7402411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7402411.000000 Penalty: 3628.891113
	Iteration 35Q: 3 clusters Score -7402411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7402411.000000 Penalty: 3628.891113
	Iteration 36Q: 3 clusters Score -7402411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7402413.500000 Penalty: 3628.891113
	Iteration 37Q: 3 clusters Score -7402414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7402413.500000 Penalty: 3628.891113
	Iteration 38F: 3 clusters Score -7402414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Entering Unmasked Estep 
Score: -2836156.500000 Penalty: 1660.093384
	Iteration 0F: 2 clusters Score -2836156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2817655.250000 Penalty: 3320.186768
	Iteration 0F: 3 clusters Score -2817655 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2824712.500000 Penalty: 3320.186768
	Iteration 1F: 3 clusters Score -2824712 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2825210.500000 Penalty: 3320.186768
	Iteration 2Q: 3 clusters Score -2825210 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2825817.250000 Penalty: 3320.186768
	Iteration 3F: 3 clusters Score -2825817 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2826610.750000 Penalty: 3320.186768
	Iteration 4F: 3 clusters Score -2826611 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2827519.750000 Penalty: 3320.186768
	Iteration 5F: 3 clusters Score -2827520 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2828393.000000 Penalty: 3320.186768
	Iteration 6F: 3 clusters Score -2828393 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2829195.750000 Penalty: 3320.186768
	Iteration 7F: 3 clusters Score -2829196 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2829881.000000 Penalty: 3320.186768
	Iteration 8F: 3 clusters Score -2829881 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2830444.500000 Penalty: 3320.186768
	Iteration 9Q: 3 clusters Score -2830444 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2830906.250000 Penalty: 3320.186768
	Iteration 10Q: 3 clusters Score -2830906 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2831363.250000 Penalty: 3320.186768
	Iteration 11Q: 3 clusters Score -2831363 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2831817.500000 Penalty: 3320.186768
	Iteration 12Q: 3 clusters Score -2831818 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2832331.250000 Penalty: 3320.186768
	Iteration 13Q: 3 clusters Score -2832331 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2832796.500000 Penalty: 3320.186768
	Iteration 14Q: 3 clusters Score -2832796 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2833277.750000 Penalty: 3320.186768
	Iteration 15Q: 3 clusters Score -2833278 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2833720.500000 Penalty: 3320.186768
	Iteration 16Q: 3 clusters Score -2833720 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2834130.250000 Penalty: 3320.186768
	Iteration 17Q: 3 clusters Score -2834130 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2834360.000000 Penalty: 3320.186768
	Iteration 18Q: 3 clusters Score -2834360 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2834481.500000 Penalty: 3320.186768
	Iteration 19Q: 3 clusters Score -2834482 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2834553.750000 Penalty: 3320.186768
	Iteration 20F: 3 clusters Score -2834554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2834602.000000 Penalty: 3320.186768
	Iteration 21Q: 3 clusters Score -2834602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2834652.500000 Penalty: 3320.186768
	Iteration 22Q: 3 clusters Score -2834652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2834696.250000 Penalty: 3320.186768
	Iteration 23Q: 3 clusters Score -2834696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2834732.250000 Penalty: 3320.186768
	Iteration 24Q: 3 clusters Score -2834732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2834756.250000 Penalty: 3320.186768
	Iteration 25Q: 3 clusters Score -2834756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2834778.500000 Penalty: 3320.186768
	Iteration 26Q: 3 clusters Score -2834778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2834806.750000 Penalty: 3320.186768
	Iteration 27Q: 3 clusters Score -2834807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2834819.500000 Penalty: 3320.186768
	Iteration 28Q: 3 clusters Score -2834820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2834830.750000 Penalty: 3320.186768
	Iteration 29Q: 3 clusters Score -2834831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2834845.750000 Penalty: 3320.186768
	Iteration 30Q: 3 clusters Score -2834846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2834847.500000 Penalty: 3320.186768
	Iteration 31Q: 3 clusters Score -2834848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2834851.250000 Penalty: 3320.186768
	Iteration 32Q: 3 clusters Score -2834851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2834855.500000 Penalty: 3320.186768
	Iteration 33Q: 3 clusters Score -2834856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2834853.000000 Penalty: 3320.186768
	Iteration 34Q: 3 clusters Score -2834853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2834859.250000 Penalty: 3320.186768
	Iteration 35Q: 3 clusters Score -2834859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2834861.000000 Penalty: 3320.186768
	Iteration 36Q: 3 clusters Score -2834861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2834862.500000 Penalty: 3320.186768
	Iteration 37Q: 3 clusters Score -2834862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2834862.500000 Penalty: 3320.186768
	Iteration 38Q: 3 clusters Score -2834862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2834863.750000 Penalty: 3320.186768
	Iteration 39Q: 3 clusters Score -2834864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2834869.500000 Penalty: 3320.186768
	Iteration 40F: 3 clusters Score -2834870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2834863.250000 Penalty: 3320.186768
	Iteration 41Q: 3 clusters Score -2834863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2834864.250000 Penalty: 3320.186768
	Iteration 42Q: 3 clusters Score -2834864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2834871.250000 Penalty: 3320.186768
	Iteration 43Q: 3 clusters Score -2834871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2834865.000000 Penalty: 3320.186768
	Iteration 44Q: 3 clusters Score -2834865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2834865.000000 Penalty: 3320.186768
	Iteration 45Q: 3 clusters Score -2834865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2834865.250000 Penalty: 3320.186768
	Iteration 46Q: 3 clusters Score -2834865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2834873.750000 Penalty: 3320.186768
	Iteration 47Q: 3 clusters Score -2834874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2834876.000000 Penalty: 3320.186768
	Iteration 48Q: 3 clusters Score -2834876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2834876.250000 Penalty: 3320.186768
	Iteration 49Q: 3 clusters Score -2834876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2834876.000000 Penalty: 3320.186768
	Iteration 50Q: 3 clusters Score -2834876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2834873.000000 Penalty: 3320.186768
	Iteration 51Q: 3 clusters Score -2834873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2834873.000000 Penalty: 3320.186768
	Iteration 52F: 3 clusters Score -2834873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -356471.125000 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -356471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -353302.125000 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -353302.1 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -354174.812500 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -354174.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -354462.468750 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -354462.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -354742.562500 Penalty: 2672.329834
	Iteration 3F: 3 clusters Score -354742.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -355011.562500 Penalty: 2672.329834
	Iteration 4F: 3 clusters Score -355011.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -355264.531250 Penalty: 2672.329834
	Iteration 5F: 3 clusters Score -355264.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -355460.656250 Penalty: 2672.329834
	Iteration 6F: 3 clusters Score -355460.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -355606.656250 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -355606.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -355704.625000 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -355704.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -355765.531250 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -355765.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -355816.968750 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -355817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -355859.312500 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -355859.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -355884.406250 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -355884.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -355899.500000 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -355899.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -355906.718750 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -355906.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -355910.500000 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -355910.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -355913.687500 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -355913.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -355915.281250 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -355915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -355915.906250 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -355915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -355916.125000 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -355916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -355916.875000 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -355916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -355916.718750 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -355916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -355916.718750 Penalty: 2672.329834
	Iteration 22F: 3 clusters Score -355916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Entering Unmasked Estep 
Score: -1857690.500000 Penalty: 1596.841064
	Iteration 0F: 2 clusters Score -1857690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1844890.375000 Penalty: 3193.682129
	Iteration 0F: 3 clusters Score -1844890 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1849446.000000 Penalty: 3193.682129
	Iteration 1F: 3 clusters Score -1849446 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1849939.500000 Penalty: 3193.682129
	Iteration 2F: 3 clusters Score -1849940 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1850757.500000 Penalty: 3193.682129
	Iteration 3F: 3 clusters Score -1850758 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1852225.250000 Penalty: 3193.682129
	Iteration 4F: 3 clusters Score -1852225 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1854148.375000 Penalty: 3193.682129
	Iteration 5F: 3 clusters Score -1854148 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1855791.000000 Penalty: 3193.682129
	Iteration 6F: 3 clusters Score -1855791 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1857002.500000 Penalty: 3193.682129
	Iteration 7F: 3 clusters Score -1857002 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1857709.875000 Penalty: 3193.682129
	Iteration 8F: 3 clusters Score -1857710 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1858154.125000 Penalty: 3193.682129
	Iteration 9Q: 3 clusters Score -1858154 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1858427.875000 Penalty: 3193.682129
	Iteration 10Q: 3 clusters Score -1858428 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1858570.625000 Penalty: 3193.682129
	Iteration 11Q: 3 clusters Score -1858571 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1858651.125000 Penalty: 3193.682129
	Iteration 12Q: 3 clusters Score -1858651 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1858701.625000 Penalty: 3193.682129
	Iteration 13Q: 3 clusters Score -1858702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1858731.625000 Penalty: 3193.682129
	Iteration 14Q: 3 clusters Score -1858732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1858758.250000 Penalty: 3193.682129
	Iteration 15Q: 3 clusters Score -1858758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1858801.250000 Penalty: 3193.682129
	Iteration 16Q: 3 clusters Score -1858801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1858851.250000 Penalty: 3193.682129
	Iteration 17Q: 3 clusters Score -1858851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1858911.875000 Penalty: 3193.682129
	Iteration 18Q: 3 clusters Score -1858912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1858959.250000 Penalty: 3193.682129
	Iteration 19Q: 3 clusters Score -1858959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1859003.250000 Penalty: 3193.682129
	Iteration 20F: 3 clusters Score -1859003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1859030.125000 Penalty: 3193.682129
	Iteration 21Q: 3 clusters Score -1859030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1859035.875000 Penalty: 3193.682129
	Iteration 22Q: 3 clusters Score -1859036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1859054.375000 Penalty: 3193.682129
	Iteration 23Q: 3 clusters Score -1859054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1859062.000000 Penalty: 3193.682129
	Iteration 24Q: 3 clusters Score -1859062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1859062.375000 Penalty: 3193.682129
	Iteration 25Q: 3 clusters Score -1859062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1859071.875000 Penalty: 3193.682129
	Iteration 26Q: 3 clusters Score -1859072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1859074.500000 Penalty: 3193.682129
	Iteration 27Q: 3 clusters Score -1859074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1859072.000000 Penalty: 3193.682129
	Iteration 28Q: 3 clusters Score -1859072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1859076.625000 Penalty: 3193.682129
	Iteration 29Q: 3 clusters Score -1859077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1859075.750000 Penalty: 3193.682129
	Iteration 30Q: 3 clusters Score -1859076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1859077.000000 Penalty: 3193.682129
	Iteration 31Q: 3 clusters Score -1859077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1859078.125000 Penalty: 3193.682129
	Iteration 32Q: 3 clusters Score -1859078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1859078.000000 Penalty: 3193.682129
	Iteration 33Q: 3 clusters Score -1859078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1859076.625000 Penalty: 3193.682129
	Iteration 34Q: 3 clusters Score -1859077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1859078.125000 Penalty: 3193.682129
	Iteration 35Q: 3 clusters Score -1859078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1859077.875000 Penalty: 3193.682129
	Iteration 36Q: 3 clusters Score -1859078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1859075.875000 Penalty: 3193.682129
	Iteration 37Q: 3 clusters Score -1859076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1859077.250000 Penalty: 3193.682129
	Iteration 38Q: 3 clusters Score -1859077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1859078.125000 Penalty: 3193.682129
	Iteration 39Q: 3 clusters Score -1859078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1859080.375000 Penalty: 3193.682129
	Iteration 40F: 3 clusters Score -1859080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1859081.250000 Penalty: 3193.682129
	Iteration 41Q: 3 clusters Score -1859081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1859081.250000 Penalty: 3193.682129
	Iteration 42Q: 3 clusters Score -1859081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1859081.625000 Penalty: 3193.682129
	Iteration 43Q: 3 clusters Score -1859082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1859082.250000 Penalty: 3193.682129
	Iteration 44Q: 3 clusters Score -1859082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1859083.125000 Penalty: 3193.682129
	Iteration 45Q: 3 clusters Score -1859083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1859082.500000 Penalty: 3193.682129
	Iteration 46Q: 3 clusters Score -1859082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1859084.875000 Penalty: 3193.682129
	Iteration 47Q: 3 clusters Score -1859085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1859085.625000 Penalty: 3193.682129
	Iteration 48Q: 3 clusters Score -1859086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1859086.250000 Penalty: 3193.682129
	Iteration 49Q: 3 clusters Score -1859086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1859086.250000 Penalty: 3193.682129
	Iteration 50F: 3 clusters Score -1859086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 39801 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 119658 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Entering Unmasked Estep 
Score: -154018496.000000 Penalty: 87957.890625
Splitting cluster 13 changes total score from -154017808.000000 to -154018496.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (9267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Entering Unmasked Estep 
Score: -972122.250000 Penalty: 1484.309937
	Iteration 0F: 2 clusters Score -972122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -965450.750000 Penalty: 2968.619873
	Iteration 0F: 3 clusters Score -965450.8 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -967765.250000 Penalty: 2968.619873
	Iteration 1F: 3 clusters Score -967765.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -968303.437500 Penalty: 2968.619873
	Iteration 2F: 3 clusters Score -968303.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -968935.250000 Penalty: 2968.619873
	Iteration 3F: 3 clusters Score -968935.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -969559.062500 Penalty: 2968.619873
	Iteration 4F: 3 clusters Score -969559.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -970044.375000 Penalty: 2968.619873
	Iteration 5F: 3 clusters Score -970044.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -970359.687500 Penalty: 2968.619873
	Iteration 6F: 3 clusters Score -970359.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -970609.437500 Penalty: 2968.619873
	Iteration 7Q: 3 clusters Score -970609.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -970788.625000 Penalty: 2968.619873
	Iteration 8Q: 3 clusters Score -970788.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -970899.500000 Penalty: 2968.619873
	Iteration 9Q: 3 clusters Score -970899.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -970977.062500 Penalty: 2968.619873
	Iteration 10Q: 3 clusters Score -970977.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -971027.937500 Penalty: 2968.619873
	Iteration 11Q: 3 clusters Score -971027.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -971055.437500 Penalty: 2968.619873
	Iteration 12Q: 3 clusters Score -971055.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -971078.750000 Penalty: 2968.619873
	Iteration 13Q: 3 clusters Score -971078.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -971102.750000 Penalty: 2968.619873
	Iteration 14Q: 3 clusters Score -971102.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -971129.437500 Penalty: 2968.619873
	Iteration 15Q: 3 clusters Score -971129.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -971150.875000 Penalty: 2968.619873
	Iteration 16Q: 3 clusters Score -971150.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -971170.312500 Penalty: 2968.619873
	Iteration 17Q: 3 clusters Score -971170.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -971191.062500 Penalty: 2968.619873
	Iteration 18Q: 3 clusters Score -971191.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -971211.500000 Penalty: 2968.619873
	Iteration 19Q: 3 clusters Score -971211.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -971235.687500 Penalty: 2968.619873
	Iteration 20F: 3 clusters Score -971235.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -971259.875000 Penalty: 2968.619873
	Iteration 21Q: 3 clusters Score -971259.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -971282.500000 Penalty: 2968.619873
	Iteration 22Q: 3 clusters Score -971282.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -971299.437500 Penalty: 2968.619873
	Iteration 23Q: 3 clusters Score -971299.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -971320.625000 Penalty: 2968.619873
	Iteration 24Q: 3 clusters Score -971320.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -971337.187500 Penalty: 2968.619873
	Iteration 25Q: 3 clusters Score -971337.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -971356.625000 Penalty: 2968.619873
	Iteration 26Q: 3 clusters Score -971356.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -971370.750000 Penalty: 2968.619873
	Iteration 27Q: 3 clusters Score -971370.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -971385.000000 Penalty: 2968.619873
	Iteration 28Q: 3 clusters Score -971385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -971390.687500 Penalty: 2968.619873
	Iteration 29Q: 3 clusters Score -971390.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -971399.562500 Penalty: 2968.619873
	Iteration 30Q: 3 clusters Score -971399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -971405.000000 Penalty: 2968.619873
	Iteration 31Q: 3 clusters Score -971405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -971408.125000 Penalty: 2968.619873
	Iteration 32Q: 3 clusters Score -971408.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -971411.250000 Penalty: 2968.619873
	Iteration 33Q: 3 clusters Score -971411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -971412.500000 Penalty: 2968.619873
	Iteration 34Q: 3 clusters Score -971412.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -971412.875000 Penalty: 2968.619873
	Iteration 35Q: 3 clusters Score -971412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -971415.937500 Penalty: 2968.619873
	Iteration 36Q: 3 clusters Score -971415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -971419.062500 Penalty: 2968.619873
	Iteration 37Q: 3 clusters Score -971419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -971419.937500 Penalty: 2968.619873
	Iteration 38Q: 3 clusters Score -971419.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -971422.250000 Penalty: 2968.619873
	Iteration 39Q: 3 clusters Score -971422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -971421.562500 Penalty: 2968.619873
	Iteration 40F: 3 clusters Score -971421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -971423.250000 Penalty: 2968.619873
	Iteration 41Q: 3 clusters Score -971423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -971425.812500 Penalty: 2968.619873
	Iteration 42Q: 3 clusters Score -971425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -971425.250000 Penalty: 2968.619873
	Iteration 43Q: 3 clusters Score -971425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -971425.250000 Penalty: 2968.619873
	Iteration 44Q: 3 clusters Score -971425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -971427.812500 Penalty: 2968.619873
	Iteration 45Q: 3 clusters Score -971427.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -971428.500000 Penalty: 2968.619873
	Iteration 46Q: 3 clusters Score -971428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -971427.187500 Penalty: 2968.619873
	Iteration 47Q: 3 clusters Score -971427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -971428.187500 Penalty: 2968.619873
	Iteration 48Q: 3 clusters Score -971428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -971430.000000 Penalty: 2968.619873
	Iteration 49Q: 3 clusters Score -971430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -971428.125000 Penalty: 2968.619873
	Iteration 50Q: 3 clusters Score -971428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -971428.562500 Penalty: 2968.619873
	Iteration 51Q: 3 clusters Score -971428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -971428.562500 Penalty: 2968.619873
	Iteration 52F: 3 clusters Score -971428.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Entering Unmasked Estep 
Score: -3373002.000000 Penalty: 1691.463989
	Iteration 0F: 2 clusters Score -3373002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3350622.750000 Penalty: 3382.927979
	Iteration 0F: 3 clusters Score -3350623 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3359307.000000 Penalty: 3382.927979
	Iteration 1F: 3 clusters Score -3359307 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3359852.000000 Penalty: 3382.927979
	Iteration 2Q: 3 clusters Score -3359852 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3360624.000000 Penalty: 3382.927979
	Iteration 3Q: 3 clusters Score -3360624 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3361755.500000 Penalty: 3382.927979
	Iteration 4F: 3 clusters Score -3361756 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3363553.000000 Penalty: 3382.927979
	Iteration 5F: 3 clusters Score -3363553 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3365890.250000 Penalty: 3382.927979
	Iteration 6F: 3 clusters Score -3365890 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3368337.250000 Penalty: 3382.927979
	Iteration 7F: 3 clusters Score -3368337 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -3370077.500000 Penalty: 3382.927979
	Iteration 8F: 3 clusters Score -3370078 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3370952.000000 Penalty: 3382.927979
	Iteration 9Q: 3 clusters Score -3370952 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3371299.750000 Penalty: 3382.927979
	Iteration 10Q: 3 clusters Score -3371300 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3371438.000000 Penalty: 3382.927979
	Iteration 11Q: 3 clusters Score -3371438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3371503.000000 Penalty: 3382.927979
	Iteration 12Q: 3 clusters Score -3371503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3371540.750000 Penalty: 3382.927979
	Iteration 13Q: 3 clusters Score -3371541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -3371564.250000 Penalty: 3382.927979
	Iteration 14Q: 3 clusters Score -3371564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3371586.000000 Penalty: 3382.927979
	Iteration 15Q: 3 clusters Score -3371586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3371600.750000 Penalty: 3382.927979
	Iteration 16Q: 3 clusters Score -3371601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -3371609.750000 Penalty: 3382.927979
	Iteration 17Q: 3 clusters Score -3371610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3371608.250000 Penalty: 3382.927979
	Iteration 18Q: 3 clusters Score -3371608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -3371610.500000 Penalty: 3382.927979
	Iteration 19Q: 3 clusters Score -3371610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3371612.250000 Penalty: 3382.927979
	Iteration 20F: 3 clusters Score -3371612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Entering Unmasked Estep 
Score: -4029674.250000 Penalty: 1721.142700
	Iteration 0F: 2 clusters Score -4029674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4003063.250000 Penalty: 3442.285400
	Iteration 0F: 3 clusters Score -4003063 nChanged 18422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4013204.500000 Penalty: 3442.285400
	Iteration 1F: 3 clusters Score -4013204 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4013757.750000 Penalty: 3442.285400
	Iteration 2Q: 3 clusters Score -4013758 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4014388.500000 Penalty: 3442.285400
	Iteration 3Q: 3 clusters Score -4014388 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4015347.500000 Penalty: 3442.285400
	Iteration 4F: 3 clusters Score -4015348 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4016854.500000 Penalty: 3442.285400
	Iteration 5F: 3 clusters Score -4016854 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4019169.500000 Penalty: 3442.285400
	Iteration 6F: 3 clusters Score -4019170 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4022251.250000 Penalty: 3442.285400
	Iteration 7F: 3 clusters Score -4022251 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4025119.750000 Penalty: 3442.285400
	Iteration 8F: 3 clusters Score -4025120 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4026979.000000 Penalty: 3442.285400
	Iteration 9F: 3 clusters Score -4026979 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4028047.750000 Penalty: 3442.285400
	Iteration 10Q: 3 clusters Score -4028048 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4028653.500000 Penalty: 3442.285400
	Iteration 11Q: 3 clusters Score -4028654 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4028935.500000 Penalty: 3442.285400
	Iteration 12Q: 3 clusters Score -4028936 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -4029112.000000 Penalty: 3442.285400
	Iteration 13Q: 3 clusters Score -4029112 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -4029249.000000 Penalty: 3442.285400
	Iteration 14Q: 3 clusters Score -4029249 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4029342.000000 Penalty: 3442.285400
	Iteration 15Q: 3 clusters Score -4029342 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4029421.000000 Penalty: 3442.285400
	Iteration 16Q: 3 clusters Score -4029421 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4029473.750000 Penalty: 3442.285400
	Iteration 17Q: 3 clusters Score -4029474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4029503.250000 Penalty: 3442.285400
	Iteration 18Q: 3 clusters Score -4029503 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4029535.750000 Penalty: 3442.285400
	Iteration 19Q: 3 clusters Score -4029536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4029582.250000 Penalty: 3442.285400
	Iteration 20F: 3 clusters Score -4029582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -4029605.500000 Penalty: 3442.285400
	Iteration 21Q: 3 clusters Score -4029606 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -4029619.000000 Penalty: 3442.285400
	Iteration 22Q: 3 clusters Score -4029619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -4029632.000000 Penalty: 3442.285400
	Iteration 23Q: 3 clusters Score -4029632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4029635.750000 Penalty: 3442.285400
	Iteration 24Q: 3 clusters Score -4029636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4029651.750000 Penalty: 3442.285400
	Iteration 25Q: 3 clusters Score -4029652 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4029661.250000 Penalty: 3442.285400
	Iteration 26Q: 3 clusters Score -4029661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4029688.500000 Penalty: 3442.285400
	Iteration 27Q: 3 clusters Score -4029688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -4029703.750000 Penalty: 3442.285400
	Iteration 28Q: 3 clusters Score -4029704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4029725.750000 Penalty: 3442.285400
	Iteration 29Q: 3 clusters Score -4029726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -4029735.250000 Penalty: 3442.285400
	Iteration 30Q: 3 clusters Score -4029735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4029762.250000 Penalty: 3442.285400
	Iteration 31Q: 3 clusters Score -4029762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4029772.500000 Penalty: 3442.285400
	Iteration 32Q: 3 clusters Score -4029772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4029790.750000 Penalty: 3442.285400
	Iteration 33Q: 3 clusters Score -4029791 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4029801.000000 Penalty: 3442.285400
	Iteration 34Q: 3 clusters Score -4029801 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4029813.500000 Penalty: 3442.285400
	Iteration 35Q: 3 clusters Score -4029814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -4029816.000000 Penalty: 3442.285400
	Iteration 36Q: 3 clusters Score -4029816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4029844.750000 Penalty: 3442.285400
	Iteration 37Q: 3 clusters Score -4029845 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4029876.000000 Penalty: 3442.285400
	Iteration 38Q: 3 clusters Score -4029876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4029903.000000 Penalty: 3442.285400
	Iteration 39Q: 3 clusters Score -4029903 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4029931.500000 Penalty: 3442.285400
	Iteration 40F: 3 clusters Score -4029932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4029969.750000 Penalty: 3442.285400
	Iteration 41Q: 3 clusters Score -4029970 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -4029981.000000 Penalty: 3442.285400
	Iteration 42Q: 3 clusters Score -4029981 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4030031.750000 Penalty: 3442.285400
	Iteration 43Q: 3 clusters Score -4030032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -4030059.750000 Penalty: 3442.285400
	Iteration 44Q: 3 clusters Score -4030060 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4030074.250000 Penalty: 3442.285400
	Iteration 45Q: 3 clusters Score -4030074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -4030103.500000 Penalty: 3442.285400
	Iteration 46Q: 3 clusters Score -4030104 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4030141.250000 Penalty: 3442.285400
	Iteration 47Q: 3 clusters Score -4030141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -4030157.750000 Penalty: 3442.285400
	Iteration 48Q: 3 clusters Score -4030158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4030165.250000 Penalty: 3442.285400
	Iteration 49Q: 3 clusters Score -4030165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4030176.500000 Penalty: 3442.285400
	Iteration 50Q: 3 clusters Score -4030176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4030196.500000 Penalty: 3442.285400
	Iteration 51Q: 3 clusters Score -4030196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -4030205.250000 Penalty: 3442.285400
	Iteration 52Q: 3 clusters Score -4030205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4030217.750000 Penalty: 3442.285400
	Iteration 53Q: 3 clusters Score -4030218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4030234.250000 Penalty: 3442.285400
	Iteration 54Q: 3 clusters Score -4030234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4030250.500000 Penalty: 3442.285400
	Iteration 55Q: 3 clusters Score -4030250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4030258.250000 Penalty: 3442.285400
	Iteration 56Q: 3 clusters Score -4030258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4030268.750000 Penalty: 3442.285400
	Iteration 57Q: 3 clusters Score -4030269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4030280.000000 Penalty: 3442.285400
	Iteration 58Q: 3 clusters Score -4030280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4030283.750000 Penalty: 3442.285400
	Iteration 59Q: 3 clusters Score -4030284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -4030291.000000 Penalty: 3442.285400
	Iteration 60F: 3 clusters Score -4030291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -4030294.500000 Penalty: 3442.285400
	Iteration 61Q: 3 clusters Score -4030294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -4030295.750000 Penalty: 3442.285400
	Iteration 62Q: 3 clusters Score -4030296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4030302.500000 Penalty: 3442.285400
	Iteration 63Q: 3 clusters Score -4030302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -4030305.250000 Penalty: 3442.285400
	Iteration 64Q: 3 clusters Score -4030305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4030310.250000 Penalty: 3442.285400
	Iteration 65Q: 3 clusters Score -4030310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4030312.500000 Penalty: 3442.285400
	Iteration 66Q: 3 clusters Score -4030312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4030300.000000 Penalty: 3442.285400
	Iteration 67Q: 3 clusters Score -4030300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4030295.250000 Penalty: 3442.285400
	Iteration 68Q: 3 clusters Score -4030295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4030297.750000 Penalty: 3442.285400
	Iteration 69Q: 3 clusters Score -4030298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4030292.750000 Penalty: 3442.285400
	Iteration 70Q: 3 clusters Score -4030293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4030298.000000 Penalty: 3442.285400
	Iteration 71Q: 3 clusters Score -4030298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4030295.250000 Penalty: 3442.285400
	Iteration 72Q: 3 clusters Score -4030295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4030302.750000 Penalty: 3442.285400
	Iteration 73Q: 3 clusters Score -4030303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -4030301.250000 Penalty: 3442.285400
	Iteration 74Q: 3 clusters Score -4030301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4030301.500000 Penalty: 3442.285400
	Iteration 75Q: 3 clusters Score -4030302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4030302.000000 Penalty: 3442.285400
	Iteration 76Q: 3 clusters Score -4030302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4030301.500000 Penalty: 3442.285400
	Iteration 77Q: 3 clusters Score -4030302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4030299.000000 Penalty: 3442.285400
	Iteration 78Q: 3 clusters Score -4030299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4030298.250000 Penalty: 3442.285400
	Iteration 79Q: 3 clusters Score -4030298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4030300.250000 Penalty: 3442.285400
	Iteration 80F: 3 clusters Score -4030300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4030298.750000 Penalty: 3442.285400
	Iteration 81Q: 3 clusters Score -4030299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4030298.000000 Penalty: 3442.285400
	Iteration 82Q: 3 clusters Score -4030298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4030296.000000 Penalty: 3442.285400
	Iteration 83Q: 3 clusters Score -4030296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -4030293.750000 Penalty: 3442.285400
	Iteration 84Q: 3 clusters Score -4030294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4030299.750000 Penalty: 3442.285400
	Iteration 85Q: 3 clusters Score -4030300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4030298.500000 Penalty: 3442.285400
	Iteration 86Q: 3 clusters Score -4030298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4030303.000000 Penalty: 3442.285400
	Iteration 87Q: 3 clusters Score -4030303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4030301.500000 Penalty: 3442.285400
	Iteration 88Q: 3 clusters Score -4030302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4030299.000000 Penalty: 3442.285400
	Iteration 89Q: 3 clusters Score -4030299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4030296.750000 Penalty: 3442.285400
	Iteration 90Q: 3 clusters Score -4030297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4030296.500000 Penalty: 3442.285400
	Iteration 91Q: 3 clusters Score -4030296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4030302.000000 Penalty: 3442.285400
	Iteration 92Q: 3 clusters Score -4030302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -4030307.000000 Penalty: 3442.285400
	Iteration 93Q: 3 clusters Score -4030307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4030306.750000 Penalty: 3442.285400
	Iteration 94Q: 3 clusters Score -4030307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4030306.500000 Penalty: 3442.285400
	Iteration 95Q: 3 clusters Score -4030306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4030302.250000 Penalty: 3442.285400
	Iteration 96Q: 3 clusters Score -4030302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4030301.750000 Penalty: 3442.285400
	Iteration 97Q: 3 clusters Score -4030302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4030301.500000 Penalty: 3442.285400
	Iteration 98Q: 3 clusters Score -4030302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4030303.000000 Penalty: 3442.285400
	Iteration 99Q: 3 clusters Score -4030303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4030305.250000 Penalty: 3442.285400
	Iteration 100F: 3 clusters Score -4030305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4030305.750000 Penalty: 3442.285400
	Iteration 101Q: 3 clusters Score -4030306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4030307.500000 Penalty: 3442.285400
	Iteration 102Q: 3 clusters Score -4030308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4030307.000000 Penalty: 3442.285400
	Iteration 103Q: 3 clusters Score -4030307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -4030304.250000 Penalty: 3442.285400
	Iteration 104Q: 3 clusters Score -4030304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4030300.750000 Penalty: 3442.285400
	Iteration 105Q: 3 clusters Score -4030301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -4030300.750000 Penalty: 3442.285400
	Iteration 106Q: 3 clusters Score -4030301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -4030303.750000 Penalty: 3442.285400
	Iteration 107Q: 3 clusters Score -4030304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4030304.500000 Penalty: 3442.285400
	Iteration 108Q: 3 clusters Score -4030304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4030301.250000 Penalty: 3442.285400
	Iteration 109Q: 3 clusters Score -4030301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4030304.500000 Penalty: 3442.285400
	Iteration 110Q: 3 clusters Score -4030304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4030306.500000 Penalty: 3442.285400
	Iteration 111Q: 3 clusters Score -4030306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4030304.000000 Penalty: 3442.285400
	Iteration 112Q: 3 clusters Score -4030304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4030304.000000 Penalty: 3442.285400
	Iteration 113F: 3 clusters Score -4030304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 119658 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Entering Unmasked Estep 
Score: -154018096.000000 Penalty: 90272.570312
Splitting cluster 16 changes total score from -154017808.000000 to -154018096.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (128572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Entering Unmasked Estep 
Score: -13411974.000000 Penalty: 1911.689697
	Iteration 0F: 2 clusters Score -1.341197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -13326196.000000 Penalty: 3823.379395
	Iteration 0F: 3 clusters Score -1.33262e+07 nChanged 61761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -13362917.000000 Penalty: 3823.379395
	Iteration 1F: 3 clusters Score -1.336292e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -13364626.000000 Penalty: 3823.379395
	Iteration 2Q: 3 clusters Score -1.336463e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -13367670.000000 Penalty: 3823.379395
	Iteration 3Q: 3 clusters Score -1.336767e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -13372916.000000 Penalty: 3823.379395
	Iteration 4F: 3 clusters Score -1.337292e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -13381182.000000 Penalty: 3823.379395
	Iteration 5F: 3 clusters Score -1.338118e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -13391266.000000 Penalty: 3823.379395
	Iteration 6F: 3 clusters Score -1.339127e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 118699 members 
Entering Unmasked Estep 
Score: -13400794.000000 Penalty: 3823.379395
	Iteration 7F: 3 clusters Score -1.340079e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -13406688.000000 Penalty: 3823.379395
	Iteration 8Q: 3 clusters Score -1.340669e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 127250 members 
Entering Unmasked Estep 
Score: -13409039.000000 Penalty: 3823.379395
	Iteration 9Q: 3 clusters Score -1.340904e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -13409812.000000 Penalty: 3823.379395
	Iteration 10Q: 3 clusters Score -1.340981e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -13410071.000000 Penalty: 3823.379395
	Iteration 11Q: 3 clusters Score -1.341007e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -13410189.000000 Penalty: 3823.379395
	Iteration 12Q: 3 clusters Score -1.341019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128404 members 
Entering Unmasked Estep 
Score: -13410250.000000 Penalty: 3823.379395
	Iteration 13Q: 3 clusters Score -1.341025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -13410270.000000 Penalty: 3823.379395
	Iteration 14Q: 3 clusters Score -1.341027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -13410277.000000 Penalty: 3823.379395
	Iteration 15Q: 3 clusters Score -1.341028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -13410301.000000 Penalty: 3823.379395
	Iteration 16Q: 3 clusters Score -1.34103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -13410301.000000 Penalty: 3823.379395
	Iteration 17Q: 3 clusters Score -1.34103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -13410309.000000 Penalty: 3823.379395
	Iteration 18Q: 3 clusters Score -1.341031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -13410309.000000 Penalty: 3823.379395
	Iteration 19F: 3 clusters Score -1.341031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Entering Unmasked Estep 
Score: -7047278.500000 Penalty: 1804.704590
	Iteration 0F: 2 clusters Score -7047278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -7002667.500000 Penalty: 3609.409180
	Iteration 0F: 3 clusters Score -7002668 nChanged 31617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7020746.000000 Penalty: 3609.409180
	Iteration 1F: 3 clusters Score -7020746 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -7021457.000000 Penalty: 3609.409180
	Iteration 2Q: 3 clusters Score -7021457 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -7022316.000000 Penalty: 3609.409180
	Iteration 3Q: 3 clusters Score -7022316 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7023504.500000 Penalty: 3609.409180
	Iteration 4Q: 3 clusters Score -7023504 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -7025485.500000 Penalty: 3609.409180
	Iteration 5F: 3 clusters Score -7025486 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -7028490.500000 Penalty: 3609.409180
	Iteration 6F: 3 clusters Score -7028490 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -7032881.500000 Penalty: 3609.409180
	Iteration 7F: 3 clusters Score -7032882 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7037734.500000 Penalty: 3609.409180
	Iteration 8F: 3 clusters Score -7037734 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -7041709.500000 Penalty: 3609.409180
	Iteration 9F: 3 clusters Score -7041710 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -7043894.500000 Penalty: 3609.409180
	Iteration 10Q: 3 clusters Score -7043894 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -7044868.000000 Penalty: 3609.409180
	Iteration 11Q: 3 clusters Score -7044868 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -7045306.500000 Penalty: 3609.409180
	Iteration 12Q: 3 clusters Score -7045306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -7045466.500000 Penalty: 3609.409180
	Iteration 13Q: 3 clusters Score -7045466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -7045562.000000 Penalty: 3609.409180
	Iteration 14Q: 3 clusters Score -7045562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -7045604.500000 Penalty: 3609.409180
	Iteration 15Q: 3 clusters Score -7045604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -7045639.500000 Penalty: 3609.409180
	Iteration 16Q: 3 clusters Score -7045640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -7045671.000000 Penalty: 3609.409180
	Iteration 17Q: 3 clusters Score -7045671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -7045683.000000 Penalty: 3609.409180
	Iteration 18Q: 3 clusters Score -7045683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -7045686.500000 Penalty: 3609.409180
	Iteration 19Q: 3 clusters Score -7045686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -7045692.500000 Penalty: 3609.409180
	Iteration 20F: 3 clusters Score -7045692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -7045689.500000 Penalty: 3609.409180
	Iteration 21Q: 3 clusters Score -7045690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -7045695.000000 Penalty: 3609.409180
	Iteration 22Q: 3 clusters Score -7045695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -7045701.000000 Penalty: 3609.409180
	Iteration 23Q: 3 clusters Score -7045701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -7045709.500000 Penalty: 3609.409180
	Iteration 24Q: 3 clusters Score -7045710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7045714.000000 Penalty: 3609.409180
	Iteration 25Q: 3 clusters Score -7045714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -7045718.000000 Penalty: 3609.409180
	Iteration 26Q: 3 clusters Score -7045718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -7045719.500000 Penalty: 3609.409180
	Iteration 27Q: 3 clusters Score -7045720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -7045727.000000 Penalty: 3609.409180
	Iteration 28Q: 3 clusters Score -7045727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -7045732.500000 Penalty: 3609.409180
	Iteration 29Q: 3 clusters Score -7045732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -7045732.000000 Penalty: 3609.409180
	Iteration 30Q: 3 clusters Score -7045732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -7045734.000000 Penalty: 3609.409180
	Iteration 31Q: 3 clusters Score -7045734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -7045737.000000 Penalty: 3609.409180
	Iteration 32Q: 3 clusters Score -7045737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -7045737.500000 Penalty: 3609.409180
	Iteration 33Q: 3 clusters Score -7045738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -7045742.000000 Penalty: 3609.409180
	Iteration 34Q: 3 clusters Score -7045742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -7045742.000000 Penalty: 3609.409180
	Iteration 35F: 3 clusters Score -7045742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169902 members 
Entering Unmasked Estep 
Score: -17843954.000000 Penalty: 1956.983765
	Iteration 0F: 2 clusters Score -1.784395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -17746856.000000 Penalty: 3913.967529
	Iteration 0F: 3 clusters Score -1.774686e+07 nChanged 82097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -17795932.000000 Penalty: 3913.967529
	Iteration 1F: 3 clusters Score -1.779593e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -17798042.000000 Penalty: 3913.967529
	Iteration 2Q: 3 clusters Score -1.779804e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -17801916.000000 Penalty: 3913.967529
	Iteration 3Q: 3 clusters Score -1.780192e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 114090 members 
Entering Unmasked Estep 
Score: -17808372.000000 Penalty: 3913.967529
	Iteration 4F: 3 clusters Score -1.780837e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 126232 members 
Entering Unmasked Estep 
Score: -17817968.000000 Penalty: 3913.967529
	Iteration 5F: 3 clusters Score -1.781797e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 139181 members 
Entering Unmasked Estep 
Score: -17829176.000000 Penalty: 3913.967529
	Iteration 6F: 3 clusters Score -1.782918e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -17836306.000000 Penalty: 3913.967529
	Iteration 7F: 3 clusters Score -1.783631e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 157575 members 
Entering Unmasked Estep 
Score: -17838968.000000 Penalty: 3913.967529
	Iteration 8Q: 3 clusters Score -1.783897e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 161542 members 
Entering Unmasked Estep 
Score: -17840560.000000 Penalty: 3913.967529
	Iteration 9Q: 3 clusters Score -1.784056e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -17841540.000000 Penalty: 3913.967529
	Iteration 10Q: 3 clusters Score -1.784154e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 165183 members 
Entering Unmasked Estep 
Score: -17842058.000000 Penalty: 3913.967529
	Iteration 11Q: 3 clusters Score -1.784206e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -17842290.000000 Penalty: 3913.967529
	Iteration 12Q: 3 clusters Score -1.784229e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 166606 members 
Entering Unmasked Estep 
Score: -17842434.000000 Penalty: 3913.967529
	Iteration 13Q: 3 clusters Score -1.784243e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 166960 members 
Entering Unmasked Estep 
Score: -17842572.000000 Penalty: 3913.967529
	Iteration 14Q: 3 clusters Score -1.784257e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -17842620.000000 Penalty: 3913.967529
	Iteration 15Q: 3 clusters Score -1.784262e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -17842668.000000 Penalty: 3913.967529
	Iteration 16Q: 3 clusters Score -1.784267e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 167594 members 
Entering Unmasked Estep 
Score: -17842724.000000 Penalty: 3913.967529
	Iteration 17Q: 3 clusters Score -1.784272e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -17842788.000000 Penalty: 3913.967529
	Iteration 18Q: 3 clusters Score -1.784279e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 167805 members 
Entering Unmasked Estep 
Score: -17842802.000000 Penalty: 3913.967529
	Iteration 19Q: 3 clusters Score -1.78428e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 167879 members 
Entering Unmasked Estep 
Score: -17842840.000000 Penalty: 3913.967529
	Iteration 20F: 3 clusters Score -1.784284e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -17842862.000000 Penalty: 3913.967529
	Iteration 21Q: 3 clusters Score -1.784286e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -17842862.000000 Penalty: 3913.967529
	Iteration 22Q: 3 clusters Score -1.784286e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -17842848.000000 Penalty: 3913.967529
	Iteration 23Q: 3 clusters Score -1.784285e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 168062 members 
Entering Unmasked Estep 
Score: -17842824.000000 Penalty: 3913.967529
	Iteration 24Q: 3 clusters Score -1.784282e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -17842818.000000 Penalty: 3913.967529
	Iteration 25Q: 3 clusters Score -1.784282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -17842848.000000 Penalty: 3913.967529
	Iteration 26Q: 3 clusters Score -1.784285e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 168140 members 
Entering Unmasked Estep 
Score: -17842850.000000 Penalty: 3913.967529
	Iteration 27Q: 3 clusters Score -1.784285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 168167 members 
Entering Unmasked Estep 
Score: -17842844.000000 Penalty: 3913.967529
	Iteration 28Q: 3 clusters Score -1.784284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 168190 members 
Entering Unmasked Estep 
Score: -17842846.000000 Penalty: 3913.967529
	Iteration 29Q: 3 clusters Score -1.784285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -17842850.000000 Penalty: 3913.967529
	Iteration 30Q: 3 clusters Score -1.784285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -17842846.000000 Penalty: 3913.967529
	Iteration 31Q: 3 clusters Score -1.784285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 168243 members 
Entering Unmasked Estep 
Score: -17842864.000000 Penalty: 3913.967529
	Iteration 32Q: 3 clusters Score -1.784286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 168258 members 
Entering Unmasked Estep 
Score: -17842850.000000 Penalty: 3913.967529
	Iteration 33Q: 3 clusters Score -1.784285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -17842856.000000 Penalty: 3913.967529
	Iteration 34Q: 3 clusters Score -1.784286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 168293 members 
Entering Unmasked Estep 
Score: -17842862.000000 Penalty: 3913.967529
	Iteration 35Q: 3 clusters Score -1.784286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -17842870.000000 Penalty: 3913.967529
	Iteration 36Q: 3 clusters Score -1.784287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 168310 members 
Entering Unmasked Estep 
Score: -17842874.000000 Penalty: 3913.967529
	Iteration 37Q: 3 clusters Score -1.784287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 168314 members 
Entering Unmasked Estep 
Score: -17842876.000000 Penalty: 3913.967529
	Iteration 38Q: 3 clusters Score -1.784288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -17842882.000000 Penalty: 3913.967529
	Iteration 39Q: 3 clusters Score -1.784288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -17842882.000000 Penalty: 3913.967529
	Iteration 40F: 3 clusters Score -1.784288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 168340 members 
Entering Unmasked Estep 
Score: -17842894.000000 Penalty: 3913.967529
	Iteration 41Q: 3 clusters Score -1.784289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -17842888.000000 Penalty: 3913.967529
	Iteration 42Q: 3 clusters Score -1.784289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -17842878.000000 Penalty: 3913.967529
	Iteration 43Q: 3 clusters Score -1.784288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 168358 members 
Entering Unmasked Estep 
Score: -17842894.000000 Penalty: 3913.967529
	Iteration 44Q: 3 clusters Score -1.784289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -17842884.000000 Penalty: 3913.967529
	Iteration 45Q: 3 clusters Score -1.784288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 168369 members 
Entering Unmasked Estep 
Score: -17842872.000000 Penalty: 3913.967529
	Iteration 46Q: 3 clusters Score -1.784287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -17842882.000000 Penalty: 3913.967529
	Iteration 47Q: 3 clusters Score -1.784288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -17842882.000000 Penalty: 3913.967529
	Iteration 48Q: 3 clusters Score -1.784288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -17842898.000000 Penalty: 3913.967529
	Iteration 49Q: 3 clusters Score -1.78429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -17842908.000000 Penalty: 3913.967529
	Iteration 50Q: 3 clusters Score -1.784291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -17842914.000000 Penalty: 3913.967529
	Iteration 51Q: 3 clusters Score -1.784291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 168394 members 
Entering Unmasked Estep 
Score: -17842912.000000 Penalty: 3913.967529
	Iteration 52Q: 3 clusters Score -1.784291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -17842920.000000 Penalty: 3913.967529
	Iteration 53Q: 3 clusters Score -1.784292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -17842910.000000 Penalty: 3913.967529
	Iteration 54Q: 3 clusters Score -1.784291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -17842906.000000 Penalty: 3913.967529
	Iteration 55Q: 3 clusters Score -1.784291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
Score: -17842908.000000 Penalty: 3913.967529
	Iteration 56Q: 3 clusters Score -1.784291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -17842904.000000 Penalty: 3913.967529
	Iteration 57Q: 3 clusters Score -1.78429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 168429 members 
Entering Unmasked Estep 
Score: -17842898.000000 Penalty: 3913.967529
	Iteration 58Q: 3 clusters Score -1.78429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 168433 members 
Entering Unmasked Estep 
Score: -17842906.000000 Penalty: 3913.967529
	Iteration 59Q: 3 clusters Score -1.784291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 168435 members 
Entering Unmasked Estep 
Score: -17842922.000000 Penalty: 3913.967529
	Iteration 60F: 3 clusters Score -1.784292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 168438 members 
Entering Unmasked Estep 
Score: -17842924.000000 Penalty: 3913.967529
	Iteration 61Q: 3 clusters Score -1.784292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -17842922.000000 Penalty: 3913.967529
	Iteration 62Q: 3 clusters Score -1.784292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -17842918.000000 Penalty: 3913.967529
	Iteration 63Q: 3 clusters Score -1.784292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -17842914.000000 Penalty: 3913.967529
	Iteration 64Q: 3 clusters Score -1.784291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -17842926.000000 Penalty: 3913.967529
	Iteration 65Q: 3 clusters Score -1.784293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -17842916.000000 Penalty: 3913.967529
	Iteration 66Q: 3 clusters Score -1.784292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -17842922.000000 Penalty: 3913.967529
	Iteration 67Q: 3 clusters Score -1.784292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 168440 members 
Entering Unmasked Estep 
Score: -17842920.000000 Penalty: 3913.967529
	Iteration 68Q: 3 clusters Score -1.784292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -17842936.000000 Penalty: 3913.967529
	Iteration 69Q: 3 clusters Score -1.784294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -17842928.000000 Penalty: 3913.967529
	Iteration 70Q: 3 clusters Score -1.784293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -17842932.000000 Penalty: 3913.967529
	Iteration 71Q: 3 clusters Score -1.784293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -17842926.000000 Penalty: 3913.967529
	Iteration 72Q: 3 clusters Score -1.784293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 168451 members 
Entering Unmasked Estep 
Score: -17842926.000000 Penalty: 3913.967529
	Iteration 73Q: 3 clusters Score -1.784293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -17842922.000000 Penalty: 3913.967529
	Iteration 74Q: 3 clusters Score -1.784292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -17842922.000000 Penalty: 3913.967529
	Iteration 75Q: 3 clusters Score -1.784292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -17842928.000000 Penalty: 3913.967529
	Iteration 76Q: 3 clusters Score -1.784293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 168453 members 
Entering Unmasked Estep 
Score: -17842920.000000 Penalty: 3913.967529
	Iteration 77Q: 3 clusters Score -1.784292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 168453 members 
Entering Unmasked Estep 
Score: -17842920.000000 Penalty: 3913.967529
	Iteration 78F: 3 clusters Score -1.784292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -456386.937500 Penalty: 1389.099487
	Iteration 0F: 2 clusters Score -456386.9 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 2541 members 
Entering Unmasked Estep 
Score: -452430.250000 Penalty: 2778.198975
	Iteration 0F: 3 clusters Score -452430.2 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -454530.343750 Penalty: 2778.198975
	Iteration 1F: 3 clusters Score -454530.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -455781.062500 Penalty: 2778.198975
	Iteration 2F: 3 clusters Score -455781.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -456854.875000 Penalty: 2778.198975
	Iteration 3F: 3 clusters Score -456854.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -457387.281250 Penalty: 2778.198975
	Iteration 4F: 3 clusters Score -457387.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -457603.593750 Penalty: 2778.198975
	Iteration 5F: 3 clusters Score -457603.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -457682.156250 Penalty: 2778.198975
	Iteration 6Q: 3 clusters Score -457682.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -457725.218750 Penalty: 2778.198975
	Iteration 7Q: 3 clusters Score -457725.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -457766.906250 Penalty: 2778.198975
	Iteration 8Q: 3 clusters Score -457766.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -457815.406250 Penalty: 2778.198975
	Iteration 9Q: 3 clusters Score -457815.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -457857.625000 Penalty: 2778.198975
	Iteration 10Q: 3 clusters Score -457857.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -457876.687500 Penalty: 2778.198975
	Iteration 11Q: 3 clusters Score -457876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -457884.156250 Penalty: 2778.198975
	Iteration 12Q: 3 clusters Score -457884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -457887.437500 Penalty: 2778.198975
	Iteration 13Q: 3 clusters Score -457887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -457892.343750 Penalty: 2778.198975
	Iteration 14Q: 3 clusters Score -457892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -457895.312500 Penalty: 2778.198975
	Iteration 15Q: 3 clusters Score -457895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -457895.625000 Penalty: 2778.198975
	Iteration 16Q: 3 clusters Score -457895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -457897.687500 Penalty: 2778.198975
	Iteration 17Q: 3 clusters Score -457897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -457898.593750 Penalty: 2778.198975
	Iteration 18Q: 3 clusters Score -457898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -457900.656250 Penalty: 2778.198975
	Iteration 19Q: 3 clusters Score -457900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -457904.031250 Penalty: 2778.198975
	Iteration 20F: 3 clusters Score -457904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -457907.000000 Penalty: 2778.198975
	Iteration 21Q: 3 clusters Score -457907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -457910.093750 Penalty: 2778.198975
	Iteration 22Q: 3 clusters Score -457910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -457914.562500 Penalty: 2778.198975
	Iteration 23Q: 3 clusters Score -457914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -457917.687500 Penalty: 2778.198975
	Iteration 24Q: 3 clusters Score -457917.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -457920.218750 Penalty: 2778.198975
	Iteration 25Q: 3 clusters Score -457920.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -457924.375000 Penalty: 2778.198975
	Iteration 26Q: 3 clusters Score -457924.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -457928.093750 Penalty: 2778.198975
	Iteration 27Q: 3 clusters Score -457928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -457930.937500 Penalty: 2778.198975
	Iteration 28Q: 3 clusters Score -457930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -457932.687500 Penalty: 2778.198975
	Iteration 29Q: 3 clusters Score -457932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -457935.937500 Penalty: 2778.198975
	Iteration 30Q: 3 clusters Score -457935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -457937.062500 Penalty: 2778.198975
	Iteration 31Q: 3 clusters Score -457937.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -457940.031250 Penalty: 2778.198975
	Iteration 32Q: 3 clusters Score -457940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -457941.781250 Penalty: 2778.198975
	Iteration 33Q: 3 clusters Score -457941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -457943.531250 Penalty: 2778.198975
	Iteration 34Q: 3 clusters Score -457943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -457945.218750 Penalty: 2778.198975
	Iteration 35Q: 3 clusters Score -457945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -457946.906250 Penalty: 2778.198975
	Iteration 36Q: 3 clusters Score -457946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -457947.031250 Penalty: 2778.198975
	Iteration 37Q: 3 clusters Score -457947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -457948.031250 Penalty: 2778.198975
	Iteration 38Q: 3 clusters Score -457948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -457947.687500 Penalty: 2778.198975
	Iteration 39Q: 3 clusters Score -457947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -457947.843750 Penalty: 2778.198975
	Iteration 40F: 3 clusters Score -457947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -457949.625000 Penalty: 2778.198975
	Iteration 41Q: 3 clusters Score -457949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -457949.656250 Penalty: 2778.198975
	Iteration 42Q: 3 clusters Score -457949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -457951.375000 Penalty: 2778.198975
	Iteration 43Q: 3 clusters Score -457951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -457952.125000 Penalty: 2778.198975
	Iteration 44Q: 3 clusters Score -457952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -457952.937500 Penalty: 2778.198975
	Iteration 45Q: 3 clusters Score -457952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -457954.656250 Penalty: 2778.198975
	Iteration 46Q: 3 clusters Score -457954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -457956.000000 Penalty: 2778.198975
	Iteration 47Q: 3 clusters Score -457956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -457956.750000 Penalty: 2778.198975
	Iteration 48Q: 3 clusters Score -457956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -457957.343750 Penalty: 2778.198975
	Iteration 49Q: 3 clusters Score -457957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -457957.437500 Penalty: 2778.198975
	Iteration 50Q: 3 clusters Score -457957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -457957.687500 Penalty: 2778.198975
	Iteration 51Q: 3 clusters Score -457957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -457957.937500 Penalty: 2778.198975
	Iteration 52Q: 3 clusters Score -457957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -457958.156250 Penalty: 2778.198975
	Iteration 53Q: 3 clusters Score -457958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -457958.593750 Penalty: 2778.198975
	Iteration 54Q: 3 clusters Score -457958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -457959.375000 Penalty: 2778.198975
	Iteration 55Q: 3 clusters Score -457959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -457959.000000 Penalty: 2778.198975
	Iteration 56Q: 3 clusters Score -457959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -457959.343750 Penalty: 2778.198975
	Iteration 57Q: 3 clusters Score -457959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -457959.781250 Penalty: 2778.198975
	Iteration 58Q: 3 clusters Score -457959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -457960.406250 Penalty: 2778.198975
	Iteration 59Q: 3 clusters Score -457960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -457961.156250 Penalty: 2778.198975
	Iteration 60F: 3 clusters Score -457961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -457961.093750 Penalty: 2778.198975
	Iteration 61Q: 3 clusters Score -457961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -457960.906250 Penalty: 2778.198975
	Iteration 62Q: 3 clusters Score -457960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -457961.531250 Penalty: 2778.198975
	Iteration 63Q: 3 clusters Score -457961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -457962.125000 Penalty: 2778.198975
	Iteration 64Q: 3 clusters Score -457962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -457962.125000 Penalty: 2778.198975
	Iteration 65F: 3 clusters Score -457962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 119658 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Entering Unmasked Estep 
Score: -154017920.000000 Penalty: 92587.257812
Splitting cluster 20 changes total score from -154017808.000000 to -154017920.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (119658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Entering Unmasked Estep 
Score: -12469089.000000 Penalty: 1900.013916
	Iteration 0F: 2 clusters Score -1.246909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -12389259.000000 Penalty: 3800.027832
	Iteration 0F: 3 clusters Score -1.238926e+07 nChanged 57429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -12424162.000000 Penalty: 3800.027832
	Iteration 1F: 3 clusters Score -1.242416e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -12426398.000000 Penalty: 3800.027832
	Iteration 2Q: 3 clusters Score -1.24264e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -12429803.000000 Penalty: 3800.027832
	Iteration 3Q: 3 clusters Score -1.24298e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -12434759.000000 Penalty: 3800.027832
	Iteration 4F: 3 clusters Score -1.243476e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -12441342.000000 Penalty: 3800.027832
	Iteration 5F: 3 clusters Score -1.244134e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -12448868.000000 Penalty: 3800.027832
	Iteration 6F: 3 clusters Score -1.244887e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -12455648.000000 Penalty: 3800.027832
	Iteration 7F: 3 clusters Score -1.245565e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -12460660.000000 Penalty: 3800.027832
	Iteration 8F: 3 clusters Score -1.246066e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -12463703.000000 Penalty: 3800.027832
	Iteration 9Q: 3 clusters Score -1.24637e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -12465663.000000 Penalty: 3800.027832
	Iteration 10Q: 3 clusters Score -1.246566e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -12467043.000000 Penalty: 3800.027832
	Iteration 11Q: 3 clusters Score -1.246704e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -12468275.000000 Penalty: 3800.027832
	Iteration 12Q: 3 clusters Score -1.246828e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -12469182.000000 Penalty: 3800.027832
	Iteration 13Q: 3 clusters Score -1.246918e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -12469841.000000 Penalty: 3800.027832
	Iteration 14Q: 3 clusters Score -1.246984e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -12470339.000000 Penalty: 3800.027832
	Iteration 15Q: 3 clusters Score -1.247034e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -12470571.000000 Penalty: 3800.027832
	Iteration 16Q: 3 clusters Score -1.247057e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -12470750.000000 Penalty: 3800.027832
	Iteration 17Q: 3 clusters Score -1.247075e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -12470868.000000 Penalty: 3800.027832
	Iteration 18Q: 3 clusters Score -1.247087e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -12470997.000000 Penalty: 3800.027832
	Iteration 19Q: 3 clusters Score -1.2471e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -12471027.000000 Penalty: 3800.027832
	Iteration 20F: 3 clusters Score -1.247103e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -12471093.000000 Penalty: 3800.027832
	Iteration 21Q: 3 clusters Score -1.247109e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -12471157.000000 Penalty: 3800.027832
	Iteration 22Q: 3 clusters Score -1.247116e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -12471218.000000 Penalty: 3800.027832
	Iteration 23Q: 3 clusters Score -1.247122e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -12471177.000000 Penalty: 3800.027832
	Iteration 24Q: 3 clusters Score -1.247118e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -12471199.000000 Penalty: 3800.027832
	Iteration 25Q: 3 clusters Score -1.24712e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -12471234.000000 Penalty: 3800.027832
	Iteration 26Q: 3 clusters Score -1.247123e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -12471227.000000 Penalty: 3800.027832
	Iteration 27Q: 3 clusters Score -1.247123e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -12471261.000000 Penalty: 3800.027832
	Iteration 28Q: 3 clusters Score -1.247126e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -12471239.000000 Penalty: 3800.027832
	Iteration 29Q: 3 clusters Score -1.247124e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -12471241.000000 Penalty: 3800.027832
	Iteration 30Q: 3 clusters Score -1.247124e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -12471236.000000 Penalty: 3800.027832
	Iteration 31Q: 3 clusters Score -1.247124e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -12471228.000000 Penalty: 3800.027832
	Iteration 32Q: 3 clusters Score -1.247123e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -12471213.000000 Penalty: 3800.027832
	Iteration 33Q: 3 clusters Score -1.247121e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -12471221.000000 Penalty: 3800.027832
	Iteration 34Q: 3 clusters Score -1.247122e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -12471212.000000 Penalty: 3800.027832
	Iteration 35Q: 3 clusters Score -1.247121e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -12471166.000000 Penalty: 3800.027832
	Iteration 36Q: 3 clusters Score -1.247117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -12471164.000000 Penalty: 3800.027832
	Iteration 37Q: 3 clusters Score -1.247116e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -12471161.000000 Penalty: 3800.027832
	Iteration 38Q: 3 clusters Score -1.247116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -12471150.000000 Penalty: 3800.027832
	Iteration 39Q: 3 clusters Score -1.247115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -12471159.000000 Penalty: 3800.027832
	Iteration 40F: 3 clusters Score -1.247116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -12471167.000000 Penalty: 3800.027832
	Iteration 41Q: 3 clusters Score -1.247117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -12471154.000000 Penalty: 3800.027832
	Iteration 42Q: 3 clusters Score -1.247115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -12471150.000000 Penalty: 3800.027832
	Iteration 43Q: 3 clusters Score -1.247115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -12471157.000000 Penalty: 3800.027832
	Iteration 44Q: 3 clusters Score -1.247116e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -12471127.000000 Penalty: 3800.027832
	Iteration 45Q: 3 clusters Score -1.247113e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -12471131.000000 Penalty: 3800.027832
	Iteration 46Q: 3 clusters Score -1.247113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -12471144.000000 Penalty: 3800.027832
	Iteration 47Q: 3 clusters Score -1.247114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -12471147.000000 Penalty: 3800.027832
	Iteration 48Q: 3 clusters Score -1.247115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -12471137.000000 Penalty: 3800.027832
	Iteration 49Q: 3 clusters Score -1.247114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -12471142.000000 Penalty: 3800.027832
	Iteration 50Q: 3 clusters Score -1.247114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -12471146.000000 Penalty: 3800.027832
	Iteration 51Q: 3 clusters Score -1.247115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -12471154.000000 Penalty: 3800.027832
	Iteration 52Q: 3 clusters Score -1.247115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -12471151.000000 Penalty: 3800.027832
	Iteration 53Q: 3 clusters Score -1.247115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -12471152.000000 Penalty: 3800.027832
	Iteration 54Q: 3 clusters Score -1.247115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -12471151.000000 Penalty: 3800.027832
	Iteration 55Q: 3 clusters Score -1.247115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -12471152.000000 Penalty: 3800.027832
	Iteration 56Q: 3 clusters Score -1.247115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106895 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -12471149.000000 Penalty: 3800.027832
	Iteration 57Q: 3 clusters Score -1.247115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -12471152.000000 Penalty: 3800.027832
	Iteration 58Q: 3 clusters Score -1.247115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -12471157.000000 Penalty: 3800.027832
	Iteration 59Q: 3 clusters Score -1.247116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -12471158.000000 Penalty: 3800.027832
	Iteration 60F: 3 clusters Score -1.247116e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -12471158.000000 Penalty: 3800.027832
	Iteration 61Q: 3 clusters Score -1.247116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -12471166.000000 Penalty: 3800.027832
	Iteration 62Q: 3 clusters Score -1.247117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -12471178.000000 Penalty: 3800.027832
	Iteration 63Q: 3 clusters Score -1.247118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -12471178.000000 Penalty: 3800.027832
	Iteration 64Q: 3 clusters Score -1.247118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -12471189.000000 Penalty: 3800.027832
	Iteration 65Q: 3 clusters Score -1.247119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -12471177.000000 Penalty: 3800.027832
	Iteration 66Q: 3 clusters Score -1.247118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -12471189.000000 Penalty: 3800.027832
	Iteration 67Q: 3 clusters Score -1.247119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -12471186.000000 Penalty: 3800.027832
	Iteration 68Q: 3 clusters Score -1.247119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -12471183.000000 Penalty: 3800.027832
	Iteration 69Q: 3 clusters Score -1.247118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -12471194.000000 Penalty: 3800.027832
	Iteration 70Q: 3 clusters Score -1.247119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -12471188.000000 Penalty: 3800.027832
	Iteration 71Q: 3 clusters Score -1.247119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -12471188.000000 Penalty: 3800.027832
	Iteration 72Q: 3 clusters Score -1.247119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -12471178.000000 Penalty: 3800.027832
	Iteration 73Q: 3 clusters Score -1.247118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -12471185.000000 Penalty: 3800.027832
	Iteration 74Q: 3 clusters Score -1.247118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -12471191.000000 Penalty: 3800.027832
	Iteration 75Q: 3 clusters Score -1.247119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -12471198.000000 Penalty: 3800.027832
	Iteration 76Q: 3 clusters Score -1.24712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -12471218.000000 Penalty: 3800.027832
	Iteration 77Q: 3 clusters Score -1.247122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -12471211.000000 Penalty: 3800.027832
	Iteration 78Q: 3 clusters Score -1.247121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -12471214.000000 Penalty: 3800.027832
	Iteration 79Q: 3 clusters Score -1.247121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107222 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -12471208.000000 Penalty: 3800.027832
	Iteration 80F: 3 clusters Score -1.247121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -12471202.000000 Penalty: 3800.027832
	Iteration 81Q: 3 clusters Score -1.24712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -12471189.000000 Penalty: 3800.027832
	Iteration 82Q: 3 clusters Score -1.247119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -12471197.000000 Penalty: 3800.027832
	Iteration 83Q: 3 clusters Score -1.24712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -12471183.000000 Penalty: 3800.027832
	Iteration 84Q: 3 clusters Score -1.247118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -12471177.000000 Penalty: 3800.027832
	Iteration 85Q: 3 clusters Score -1.247118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -12471176.000000 Penalty: 3800.027832
	Iteration 86Q: 3 clusters Score -1.247118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -12471173.000000 Penalty: 3800.027832
	Iteration 87Q: 3 clusters Score -1.247117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -12471163.000000 Penalty: 3800.027832
	Iteration 88Q: 3 clusters Score -1.247116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -12471166.000000 Penalty: 3800.027832
	Iteration 89Q: 3 clusters Score -1.247117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107318 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -12471173.000000 Penalty: 3800.027832
	Iteration 90Q: 3 clusters Score -1.247117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -12471164.000000 Penalty: 3800.027832
	Iteration 91Q: 3 clusters Score -1.247116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -12471170.000000 Penalty: 3800.027832
	Iteration 92Q: 3 clusters Score -1.247117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -12471177.000000 Penalty: 3800.027832
	Iteration 93Q: 3 clusters Score -1.247118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -12471172.000000 Penalty: 3800.027832
	Iteration 94Q: 3 clusters Score -1.247117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -12471164.000000 Penalty: 3800.027832
	Iteration 95Q: 3 clusters Score -1.247116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -12471169.000000 Penalty: 3800.027832
	Iteration 96Q: 3 clusters Score -1.247117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -12471176.000000 Penalty: 3800.027832
	Iteration 97Q: 3 clusters Score -1.247118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -12471182.000000 Penalty: 3800.027832
	Iteration 98Q: 3 clusters Score -1.247118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -12471183.000000 Penalty: 3800.027832
	Iteration 99Q: 3 clusters Score -1.247118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -12471178.000000 Penalty: 3800.027832
	Iteration 100F: 3 clusters Score -1.247118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107419 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -12471183.000000 Penalty: 3800.027832
	Iteration 101Q: 3 clusters Score -1.247118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -12471181.000000 Penalty: 3800.027832
	Iteration 102Q: 3 clusters Score -1.247118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -12471181.000000 Penalty: 3800.027832
	Iteration 103F: 3 clusters Score -1.247118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Entering Unmasked Estep 
Score: -154020000.000000 Penalty: 94901.937500
Splitting cluster 21 changes total score from -154017808.000000 to -154020000.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 22 (101552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Entering Unmasked Estep 
Score: -10671336.000000 Penalty: 1873.353027
	Iteration 0F: 2 clusters Score -1.067134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -10603317.000000 Penalty: 3746.706055
	Iteration 0F: 3 clusters Score -1.060332e+07 nChanged 48637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -10631972.000000 Penalty: 3746.706055
	Iteration 1F: 3 clusters Score -1.063197e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -10633062.000000 Penalty: 3746.706055
	Iteration 2Q: 3 clusters Score -1.063306e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -10634594.000000 Penalty: 3746.706055
	Iteration 3Q: 3 clusters Score -1.063459e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -10636804.000000 Penalty: 3746.706055
	Iteration 4Q: 3 clusters Score -1.06368e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -10639677.000000 Penalty: 3746.706055
	Iteration 5F: 3 clusters Score -1.063968e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -10643802.000000 Penalty: 3746.706055
	Iteration 6F: 3 clusters Score -1.06438e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -10648959.000000 Penalty: 3746.706055
	Iteration 7F: 3 clusters Score -1.064896e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -10654933.000000 Penalty: 3746.706055
	Iteration 8F: 3 clusters Score -1.065493e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -10660405.000000 Penalty: 3746.706055
	Iteration 9F: 3 clusters Score -1.06604e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -10664659.000000 Penalty: 3746.706055
	Iteration 10F: 3 clusters Score -1.066466e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -10667176.000000 Penalty: 3746.706055
	Iteration 11Q: 3 clusters Score -1.066718e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -10668493.000000 Penalty: 3746.706055
	Iteration 12Q: 3 clusters Score -1.066849e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -10669230.000000 Penalty: 3746.706055
	Iteration 13Q: 3 clusters Score -1.066923e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -10669579.000000 Penalty: 3746.706055
	Iteration 14Q: 3 clusters Score -1.066958e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -10669788.000000 Penalty: 3746.706055
	Iteration 15Q: 3 clusters Score -1.066979e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -10669918.000000 Penalty: 3746.706055
	Iteration 16Q: 3 clusters Score -1.066992e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -10669993.000000 Penalty: 3746.706055
	Iteration 17Q: 3 clusters Score -1.066999e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -10670039.000000 Penalty: 3746.706055
	Iteration 18Q: 3 clusters Score -1.067004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
Score: -10670063.000000 Penalty: 3746.706055
	Iteration 19Q: 3 clusters Score -1.067006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -10670098.000000 Penalty: 3746.706055
	Iteration 20F: 3 clusters Score -1.06701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -10670146.000000 Penalty: 3746.706055
	Iteration 21Q: 3 clusters Score -1.067015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -10670159.000000 Penalty: 3746.706055
	Iteration 22Q: 3 clusters Score -1.067016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -10670181.000000 Penalty: 3746.706055
	Iteration 23Q: 3 clusters Score -1.067018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -10670177.000000 Penalty: 3746.706055
	Iteration 24Q: 3 clusters Score -1.067018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -10670180.000000 Penalty: 3746.706055
	Iteration 25Q: 3 clusters Score -1.067018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -10670188.000000 Penalty: 3746.706055
	Iteration 26Q: 3 clusters Score -1.067019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -10670193.000000 Penalty: 3746.706055
	Iteration 27Q: 3 clusters Score -1.067019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -10670203.000000 Penalty: 3746.706055
	Iteration 28Q: 3 clusters Score -1.06702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -10670204.000000 Penalty: 3746.706055
	Iteration 29Q: 3 clusters Score -1.06702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -10670210.000000 Penalty: 3746.706055
	Iteration 30Q: 3 clusters Score -1.067021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -10670213.000000 Penalty: 3746.706055
	Iteration 31Q: 3 clusters Score -1.067021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -10670220.000000 Penalty: 3746.706055
	Iteration 32Q: 3 clusters Score -1.067022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -10670223.000000 Penalty: 3746.706055
	Iteration 33Q: 3 clusters Score -1.067022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -10670228.000000 Penalty: 3746.706055
	Iteration 34Q: 3 clusters Score -1.067023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -10670229.000000 Penalty: 3746.706055
	Iteration 35Q: 3 clusters Score -1.067023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -10670231.000000 Penalty: 3746.706055
	Iteration 36Q: 3 clusters Score -1.067023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -10670235.000000 Penalty: 3746.706055
	Iteration 37Q: 3 clusters Score -1.067024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -10670235.000000 Penalty: 3746.706055
	Iteration 38F: 3 clusters Score -1.067024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -384668.781250 Penalty: 1367.571533
	Iteration 0F: 2 clusters Score -384668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -381046.656250 Penalty: 2735.143066
	Iteration 0F: 3 clusters Score -381046.7 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -383010.062500 Penalty: 2735.143066
	Iteration 1F: 3 clusters Score -383010.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -384011.625000 Penalty: 2735.143066
	Iteration 2F: 3 clusters Score -384011.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -384902.562500 Penalty: 2735.143066
	Iteration 3F: 3 clusters Score -384902.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -385525.343750 Penalty: 2735.143066
	Iteration 4F: 3 clusters Score -385525.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -385933.968750 Penalty: 2735.143066
	Iteration 5F: 3 clusters Score -385934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -386259.125000 Penalty: 2735.143066
	Iteration 6Q: 3 clusters Score -386259.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -386579.781250 Penalty: 2735.143066
	Iteration 7Q: 3 clusters Score -386579.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -386740.093750 Penalty: 2735.143066
	Iteration 8Q: 3 clusters Score -386740.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -386809.625000 Penalty: 2735.143066
	Iteration 9Q: 3 clusters Score -386809.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -386850.812500 Penalty: 2735.143066
	Iteration 10Q: 3 clusters Score -386850.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -386868.093750 Penalty: 2735.143066
	Iteration 11Q: 3 clusters Score -386868.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -386877.375000 Penalty: 2735.143066
	Iteration 12Q: 3 clusters Score -386877.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -386884.406250 Penalty: 2735.143066
	Iteration 13Q: 3 clusters Score -386884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -386889.406250 Penalty: 2735.143066
	Iteration 14Q: 3 clusters Score -386889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -386892.531250 Penalty: 2735.143066
	Iteration 15Q: 3 clusters Score -386892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -386894.906250 Penalty: 2735.143066
	Iteration 16Q: 3 clusters Score -386894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -386896.468750 Penalty: 2735.143066
	Iteration 17Q: 3 clusters Score -386896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -386899.125000 Penalty: 2735.143066
	Iteration 18Q: 3 clusters Score -386899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -386901.062500 Penalty: 2735.143066
	Iteration 19Q: 3 clusters Score -386901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -386901.625000 Penalty: 2735.143066
	Iteration 20F: 3 clusters Score -386901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -386901.406250 Penalty: 2735.143066
	Iteration 21Q: 3 clusters Score -386901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -386902.531250 Penalty: 2735.143066
	Iteration 22Q: 3 clusters Score -386902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -386902.531250 Penalty: 2735.143066
	Iteration 23F: 3 clusters Score -386902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Mstep: Class 42 contains 2582 members 
Entering Unmasked Estep 
Score: -154020992.000000 Penalty: 97216.617188
Splitting cluster 23 changes total score from -154017808.000000 to -154020992.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (38889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Entering Unmasked Estep 
Score: -4038747.500000 Penalty: 1717.375854
	Iteration 0F: 2 clusters Score -4038748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4012683.750000 Penalty: 3434.751709
	Iteration 0F: 3 clusters Score -4012684 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -4022800.250000 Penalty: 3434.751709
	Iteration 1F: 3 clusters Score -4022800 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4023370.250000 Penalty: 3434.751709
	Iteration 2Q: 3 clusters Score -4023370 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4024147.250000 Penalty: 3434.751709
	Iteration 3Q: 3 clusters Score -4024147 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4025214.750000 Penalty: 3434.751709
	Iteration 4F: 3 clusters Score -4025215 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4026650.250000 Penalty: 3434.751709
	Iteration 5F: 3 clusters Score -4026650 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4028532.000000 Penalty: 3434.751709
	Iteration 6F: 3 clusters Score -4028532 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4030489.000000 Penalty: 3434.751709
	Iteration 7F: 3 clusters Score -4030489 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4032077.750000 Penalty: 3434.751709
	Iteration 8F: 3 clusters Score -4032078 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4033033.750000 Penalty: 3434.751709
	Iteration 9Q: 3 clusters Score -4033034 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4033499.500000 Penalty: 3434.751709
	Iteration 10Q: 3 clusters Score -4033500 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4033776.000000 Penalty: 3434.751709
	Iteration 11Q: 3 clusters Score -4033776 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4033974.000000 Penalty: 3434.751709
	Iteration 12Q: 3 clusters Score -4033974 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4034199.500000 Penalty: 3434.751709
	Iteration 13Q: 3 clusters Score -4034200 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4034433.250000 Penalty: 3434.751709
	Iteration 14Q: 3 clusters Score -4034433 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -4034689.750000 Penalty: 3434.751709
	Iteration 15Q: 3 clusters Score -4034690 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4034931.750000 Penalty: 3434.751709
	Iteration 16Q: 3 clusters Score -4034932 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -4035168.250000 Penalty: 3434.751709
	Iteration 17Q: 3 clusters Score -4035168 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4035364.250000 Penalty: 3434.751709
	Iteration 18Q: 3 clusters Score -4035364 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4035524.750000 Penalty: 3434.751709
	Iteration 19Q: 3 clusters Score -4035525 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4035674.750000 Penalty: 3434.751709
	Iteration 20F: 3 clusters Score -4035675 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4035849.000000 Penalty: 3434.751709
	Iteration 21Q: 3 clusters Score -4035849 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4035971.000000 Penalty: 3434.751709
	Iteration 22Q: 3 clusters Score -4035971 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4036092.250000 Penalty: 3434.751709
	Iteration 23Q: 3 clusters Score -4036092 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4036186.500000 Penalty: 3434.751709
	Iteration 24Q: 3 clusters Score -4036186 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4036284.750000 Penalty: 3434.751709
	Iteration 25Q: 3 clusters Score -4036285 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4036376.750000 Penalty: 3434.751709
	Iteration 26Q: 3 clusters Score -4036377 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4036461.250000 Penalty: 3434.751709
	Iteration 27Q: 3 clusters Score -4036461 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4036510.500000 Penalty: 3434.751709
	Iteration 28Q: 3 clusters Score -4036510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4036580.750000 Penalty: 3434.751709
	Iteration 29Q: 3 clusters Score -4036581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4036632.250000 Penalty: 3434.751709
	Iteration 30Q: 3 clusters Score -4036632 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4036684.000000 Penalty: 3434.751709
	Iteration 31Q: 3 clusters Score -4036684 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4036721.750000 Penalty: 3434.751709
	Iteration 32Q: 3 clusters Score -4036722 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4036764.000000 Penalty: 3434.751709
	Iteration 33Q: 3 clusters Score -4036764 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4036795.250000 Penalty: 3434.751709
	Iteration 34Q: 3 clusters Score -4036795 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4036827.750000 Penalty: 3434.751709
	Iteration 35Q: 3 clusters Score -4036828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4036862.500000 Penalty: 3434.751709
	Iteration 36Q: 3 clusters Score -4036862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4036873.500000 Penalty: 3434.751709
	Iteration 37Q: 3 clusters Score -4036874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4036898.750000 Penalty: 3434.751709
	Iteration 38Q: 3 clusters Score -4036899 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4036935.250000 Penalty: 3434.751709
	Iteration 39Q: 3 clusters Score -4036935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4036959.750000 Penalty: 3434.751709
	Iteration 40F: 3 clusters Score -4036960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4037000.500000 Penalty: 3434.751709
	Iteration 41Q: 3 clusters Score -4037000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4037044.000000 Penalty: 3434.751709
	Iteration 42Q: 3 clusters Score -4037044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4037076.250000 Penalty: 3434.751709
	Iteration 43Q: 3 clusters Score -4037076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4037109.750000 Penalty: 3434.751709
	Iteration 44Q: 3 clusters Score -4037110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4037130.250000 Penalty: 3434.751709
	Iteration 45Q: 3 clusters Score -4037130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4037153.500000 Penalty: 3434.751709
	Iteration 46Q: 3 clusters Score -4037154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4037176.250000 Penalty: 3434.751709
	Iteration 47Q: 3 clusters Score -4037176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4037181.000000 Penalty: 3434.751709
	Iteration 48Q: 3 clusters Score -4037181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4037188.250000 Penalty: 3434.751709
	Iteration 49Q: 3 clusters Score -4037188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4037200.000000 Penalty: 3434.751709
	Iteration 50Q: 3 clusters Score -4037200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4037204.250000 Penalty: 3434.751709
	Iteration 51Q: 3 clusters Score -4037204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4037216.000000 Penalty: 3434.751709
	Iteration 52Q: 3 clusters Score -4037216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4037223.500000 Penalty: 3434.751709
	Iteration 53Q: 3 clusters Score -4037224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4037235.750000 Penalty: 3434.751709
	Iteration 54Q: 3 clusters Score -4037236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4037237.000000 Penalty: 3434.751709
	Iteration 55Q: 3 clusters Score -4037237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4037237.250000 Penalty: 3434.751709
	Iteration 56Q: 3 clusters Score -4037237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4037238.250000 Penalty: 3434.751709
	Iteration 57Q: 3 clusters Score -4037238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4037252.750000 Penalty: 3434.751709
	Iteration 58Q: 3 clusters Score -4037253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4037252.000000 Penalty: 3434.751709
	Iteration 59Q: 3 clusters Score -4037252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4037264.250000 Penalty: 3434.751709
	Iteration 60F: 3 clusters Score -4037264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4037263.500000 Penalty: 3434.751709
	Iteration 61Q: 3 clusters Score -4037264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4037271.000000 Penalty: 3434.751709
	Iteration 62Q: 3 clusters Score -4037271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4037278.000000 Penalty: 3434.751709
	Iteration 63Q: 3 clusters Score -4037278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4037278.000000 Penalty: 3434.751709
	Iteration 64Q: 3 clusters Score -4037278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4037281.500000 Penalty: 3434.751709
	Iteration 65Q: 3 clusters Score -4037282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4037288.750000 Penalty: 3434.751709
	Iteration 66Q: 3 clusters Score -4037289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4037286.250000 Penalty: 3434.751709
	Iteration 67Q: 3 clusters Score -4037286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4037291.500000 Penalty: 3434.751709
	Iteration 68Q: 3 clusters Score -4037292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4037304.500000 Penalty: 3434.751709
	Iteration 69Q: 3 clusters Score -4037304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4037310.750000 Penalty: 3434.751709
	Iteration 70Q: 3 clusters Score -4037311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4037308.500000 Penalty: 3434.751709
	Iteration 71Q: 3 clusters Score -4037308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4037311.500000 Penalty: 3434.751709
	Iteration 72Q: 3 clusters Score -4037312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4037314.750000 Penalty: 3434.751709
	Iteration 73Q: 3 clusters Score -4037315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4037316.250000 Penalty: 3434.751709
	Iteration 74Q: 3 clusters Score -4037316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4037319.750000 Penalty: 3434.751709
	Iteration 75Q: 3 clusters Score -4037320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4037323.500000 Penalty: 3434.751709
	Iteration 76Q: 3 clusters Score -4037324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4037323.250000 Penalty: 3434.751709
	Iteration 77Q: 3 clusters Score -4037323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4037323.250000 Penalty: 3434.751709
	Iteration 78F: 3 clusters Score -4037323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Entering Unmasked Estep 
Score: -16170638.000000 Penalty: 1942.638184
	Iteration 0F: 2 clusters Score -1.617064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -16069813.000000 Penalty: 3885.276367
	Iteration 0F: 3 clusters Score -1.606981e+07 nChanged 74973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -16114680.000000 Penalty: 3885.276367
	Iteration 1F: 3 clusters Score -1.611468e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -16116561.000000 Penalty: 3885.276367
	Iteration 2Q: 3 clusters Score -1.611656e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -16119433.000000 Penalty: 3885.276367
	Iteration 3Q: 3 clusters Score -1.611943e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -16124191.000000 Penalty: 3885.276367
	Iteration 4F: 3 clusters Score -1.612419e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -16131795.000000 Penalty: 3885.276367
	Iteration 5F: 3 clusters Score -1.61318e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -16142065.000000 Penalty: 3885.276367
	Iteration 6F: 3 clusters Score -1.614206e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -16152720.000000 Penalty: 3885.276367
	Iteration 7F: 3 clusters Score -1.615272e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -16158934.000000 Penalty: 3885.276367
	Iteration 8F: 3 clusters Score -1.615893e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119190 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -16161539.000000 Penalty: 3885.276367
	Iteration 9Q: 3 clusters Score -1.616154e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -16162924.000000 Penalty: 3885.276367
	Iteration 10Q: 3 clusters Score -1.616292e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -16163821.000000 Penalty: 3885.276367
	Iteration 11Q: 3 clusters Score -1.616382e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122898 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -16164509.000000 Penalty: 3885.276367
	Iteration 12Q: 3 clusters Score -1.616451e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123913 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -16165042.000000 Penalty: 3885.276367
	Iteration 13Q: 3 clusters Score -1.616504e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -16165377.000000 Penalty: 3885.276367
	Iteration 14Q: 3 clusters Score -1.616538e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -16165655.000000 Penalty: 3885.276367
	Iteration 15Q: 3 clusters Score -1.616566e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126339 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -16165888.000000 Penalty: 3885.276367
	Iteration 16Q: 3 clusters Score -1.616589e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127096 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -16166118.000000 Penalty: 3885.276367
	Iteration 17Q: 3 clusters Score -1.616612e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -16166290.000000 Penalty: 3885.276367
	Iteration 18Q: 3 clusters Score -1.616629e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128532 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -16166468.000000 Penalty: 3885.276367
	Iteration 19Q: 3 clusters Score -1.616647e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -16166649.000000 Penalty: 3885.276367
	Iteration 20F: 3 clusters Score -1.616665e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129945 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -16166773.000000 Penalty: 3885.276367
	Iteration 21Q: 3 clusters Score -1.616677e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -16166972.000000 Penalty: 3885.276367
	Iteration 22Q: 3 clusters Score -1.616697e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131334 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -16167101.000000 Penalty: 3885.276367
	Iteration 23Q: 3 clusters Score -1.61671e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132022 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -16167230.000000 Penalty: 3885.276367
	Iteration 24Q: 3 clusters Score -1.616723e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132665 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -16167358.000000 Penalty: 3885.276367
	Iteration 25Q: 3 clusters Score -1.616736e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133270 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -16167422.000000 Penalty: 3885.276367
	Iteration 26Q: 3 clusters Score -1.616742e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133895 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -16167535.000000 Penalty: 3885.276367
	Iteration 27Q: 3 clusters Score -1.616754e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -16167679.000000 Penalty: 3885.276367
	Iteration 28Q: 3 clusters Score -1.616768e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135178 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -16167835.000000 Penalty: 3885.276367
	Iteration 29Q: 3 clusters Score -1.616784e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -16167973.000000 Penalty: 3885.276367
	Iteration 30Q: 3 clusters Score -1.616797e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136465 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -16168080.000000 Penalty: 3885.276367
	Iteration 31Q: 3 clusters Score -1.616808e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -16168251.000000 Penalty: 3885.276367
	Iteration 32Q: 3 clusters Score -1.616825e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -16168384.000000 Penalty: 3885.276367
	Iteration 33Q: 3 clusters Score -1.616838e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -16168505.000000 Penalty: 3885.276367
	Iteration 34Q: 3 clusters Score -1.61685e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -16168663.000000 Penalty: 3885.276367
	Iteration 35Q: 3 clusters Score -1.616866e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139284 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -16168726.000000 Penalty: 3885.276367
	Iteration 36Q: 3 clusters Score -1.616873e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -16168840.000000 Penalty: 3885.276367
	Iteration 37Q: 3 clusters Score -1.616884e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -16168935.000000 Penalty: 3885.276367
	Iteration 38Q: 3 clusters Score -1.616894e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -16169056.000000 Penalty: 3885.276367
	Iteration 39Q: 3 clusters Score -1.616906e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141099 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -16169127.000000 Penalty: 3885.276367
	Iteration 40F: 3 clusters Score -1.616913e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -16169215.000000 Penalty: 3885.276367
	Iteration 41Q: 3 clusters Score -1.616922e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141930 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -16169299.000000 Penalty: 3885.276367
	Iteration 42Q: 3 clusters Score -1.61693e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142326 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -16169365.000000 Penalty: 3885.276367
	Iteration 43Q: 3 clusters Score -1.616936e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -16169453.000000 Penalty: 3885.276367
	Iteration 44Q: 3 clusters Score -1.616945e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -16169494.000000 Penalty: 3885.276367
	Iteration 45Q: 3 clusters Score -1.616949e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143401 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -16169524.000000 Penalty: 3885.276367
	Iteration 46Q: 3 clusters Score -1.616952e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -16169526.000000 Penalty: 3885.276367
	Iteration 47Q: 3 clusters Score -1.616953e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -16169552.000000 Penalty: 3885.276367
	Iteration 48Q: 3 clusters Score -1.616955e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144404 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -16169608.000000 Penalty: 3885.276367
	Iteration 49Q: 3 clusters Score -1.616961e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -16169633.000000 Penalty: 3885.276367
	Iteration 50Q: 3 clusters Score -1.616963e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -16169699.000000 Penalty: 3885.276367
	Iteration 51Q: 3 clusters Score -1.61697e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -16169736.000000 Penalty: 3885.276367
	Iteration 52Q: 3 clusters Score -1.616974e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -16169779.000000 Penalty: 3885.276367
	Iteration 53Q: 3 clusters Score -1.616978e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145891 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -16169769.000000 Penalty: 3885.276367
	Iteration 54Q: 3 clusters Score -1.616977e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -16169795.000000 Penalty: 3885.276367
	Iteration 55Q: 3 clusters Score -1.61698e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146397 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -16169788.000000 Penalty: 3885.276367
	Iteration 56Q: 3 clusters Score -1.616979e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146618 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -16169761.000000 Penalty: 3885.276367
	Iteration 57Q: 3 clusters Score -1.616976e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146831 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -16169785.000000 Penalty: 3885.276367
	Iteration 58Q: 3 clusters Score -1.616978e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -16169767.000000 Penalty: 3885.276367
	Iteration 59Q: 3 clusters Score -1.616977e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147241 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -16169733.000000 Penalty: 3885.276367
	Iteration 60F: 3 clusters Score -1.616973e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147457 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -16169759.000000 Penalty: 3885.276367
	Iteration 61Q: 3 clusters Score -1.616976e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -16169805.000000 Penalty: 3885.276367
	Iteration 62Q: 3 clusters Score -1.61698e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -16169787.000000 Penalty: 3885.276367
	Iteration 63Q: 3 clusters Score -1.616979e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -16169775.000000 Penalty: 3885.276367
	Iteration 64Q: 3 clusters Score -1.616978e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -16169795.000000 Penalty: 3885.276367
	Iteration 65Q: 3 clusters Score -1.61698e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -16169801.000000 Penalty: 3885.276367
	Iteration 66Q: 3 clusters Score -1.61698e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148511 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -16169845.000000 Penalty: 3885.276367
	Iteration 67Q: 3 clusters Score -1.616984e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148655 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -16169827.000000 Penalty: 3885.276367
	Iteration 68Q: 3 clusters Score -1.616983e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -16169796.000000 Penalty: 3885.276367
	Iteration 69Q: 3 clusters Score -1.61698e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -16169775.000000 Penalty: 3885.276367
	Iteration 70Q: 3 clusters Score -1.616978e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149059 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -16169783.000000 Penalty: 3885.276367
	Iteration 71Q: 3 clusters Score -1.616978e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -16169805.000000 Penalty: 3885.276367
	Iteration 72Q: 3 clusters Score -1.61698e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -16169811.000000 Penalty: 3885.276367
	Iteration 73Q: 3 clusters Score -1.616981e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -16169819.000000 Penalty: 3885.276367
	Iteration 74Q: 3 clusters Score -1.616982e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -16169806.000000 Penalty: 3885.276367
	Iteration 75Q: 3 clusters Score -1.616981e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -16169791.000000 Penalty: 3885.276367
	Iteration 76Q: 3 clusters Score -1.616979e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -16169783.000000 Penalty: 3885.276367
	Iteration 77Q: 3 clusters Score -1.616978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -16169783.000000 Penalty: 3885.276367
	Iteration 78Q: 3 clusters Score -1.616978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -16169773.000000 Penalty: 3885.276367
	Iteration 79Q: 3 clusters Score -1.616977e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -16169771.000000 Penalty: 3885.276367
	Iteration 80F: 3 clusters Score -1.616977e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -16169738.000000 Penalty: 3885.276367
	Iteration 81Q: 3 clusters Score -1.616974e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -16169749.000000 Penalty: 3885.276367
	Iteration 82Q: 3 clusters Score -1.616975e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -16169733.000000 Penalty: 3885.276367
	Iteration 83Q: 3 clusters Score -1.616973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -16169725.000000 Penalty: 3885.276367
	Iteration 84Q: 3 clusters Score -1.616972e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -16169714.000000 Penalty: 3885.276367
	Iteration 85Q: 3 clusters Score -1.616971e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -16169711.000000 Penalty: 3885.276367
	Iteration 86Q: 3 clusters Score -1.616971e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -16169713.000000 Penalty: 3885.276367
	Iteration 87Q: 3 clusters Score -1.616971e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -16169719.000000 Penalty: 3885.276367
	Iteration 88Q: 3 clusters Score -1.616972e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -16169697.000000 Penalty: 3885.276367
	Iteration 89Q: 3 clusters Score -1.61697e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150833 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -16169711.000000 Penalty: 3885.276367
	Iteration 90Q: 3 clusters Score -1.616971e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -16169717.000000 Penalty: 3885.276367
	Iteration 91Q: 3 clusters Score -1.616972e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -16169713.000000 Penalty: 3885.276367
	Iteration 92Q: 3 clusters Score -1.616971e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -16169684.000000 Penalty: 3885.276367
	Iteration 93Q: 3 clusters Score -1.616968e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -16169671.000000 Penalty: 3885.276367
	Iteration 94Q: 3 clusters Score -1.616967e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -16169651.000000 Penalty: 3885.276367
	Iteration 95Q: 3 clusters Score -1.616965e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151327 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -16169659.000000 Penalty: 3885.276367
	Iteration 96Q: 3 clusters Score -1.616966e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -16169633.000000 Penalty: 3885.276367
	Iteration 97Q: 3 clusters Score -1.616963e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -16169634.000000 Penalty: 3885.276367
	Iteration 98Q: 3 clusters Score -1.616963e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -16169620.000000 Penalty: 3885.276367
	Iteration 99Q: 3 clusters Score -1.616962e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -16169586.000000 Penalty: 3885.276367
	Iteration 100F: 3 clusters Score -1.616959e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -16169557.000000 Penalty: 3885.276367
	Iteration 101Q: 3 clusters Score -1.616956e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -16169538.000000 Penalty: 3885.276367
	Iteration 102Q: 3 clusters Score -1.616954e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -16169557.000000 Penalty: 3885.276367
	Iteration 103Q: 3 clusters Score -1.616956e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151960 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -16169555.000000 Penalty: 3885.276367
	Iteration 104Q: 3 clusters Score -1.616956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152023 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -16169551.000000 Penalty: 3885.276367
	Iteration 105Q: 3 clusters Score -1.616955e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -16169540.000000 Penalty: 3885.276367
	Iteration 106Q: 3 clusters Score -1.616954e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -16169523.000000 Penalty: 3885.276367
	Iteration 107Q: 3 clusters Score -1.616952e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152239 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -16169510.000000 Penalty: 3885.276367
	Iteration 108Q: 3 clusters Score -1.616951e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -16169523.000000 Penalty: 3885.276367
	Iteration 109Q: 3 clusters Score -1.616952e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -16169533.000000 Penalty: 3885.276367
	Iteration 110Q: 3 clusters Score -1.616953e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -16169531.000000 Penalty: 3885.276367
	Iteration 111Q: 3 clusters Score -1.616953e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -16169531.000000 Penalty: 3885.276367
	Iteration 112Q: 3 clusters Score -1.616953e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -16169522.000000 Penalty: 3885.276367
	Iteration 113Q: 3 clusters Score -1.616952e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16169502.000000 Penalty: 3885.276367
	Iteration 114Q: 3 clusters Score -1.61695e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -16169517.000000 Penalty: 3885.276367
	Iteration 115Q: 3 clusters Score -1.616952e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -16169504.000000 Penalty: 3885.276367
	Iteration 116Q: 3 clusters Score -1.61695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -16169503.000000 Penalty: 3885.276367
	Iteration 117Q: 3 clusters Score -1.61695e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -16169509.000000 Penalty: 3885.276367
	Iteration 118Q: 3 clusters Score -1.616951e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153151 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -16169525.000000 Penalty: 3885.276367
	Iteration 119Q: 3 clusters Score -1.616952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -16169522.000000 Penalty: 3885.276367
	Iteration 120F: 3 clusters Score -1.616952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -16169539.000000 Penalty: 3885.276367
	Iteration 121Q: 3 clusters Score -1.616954e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -16169527.000000 Penalty: 3885.276367
	Iteration 122Q: 3 clusters Score -1.616953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -16169539.000000 Penalty: 3885.276367
	Iteration 123Q: 3 clusters Score -1.616954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153441 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -16169530.000000 Penalty: 3885.276367
	Iteration 124Q: 3 clusters Score -1.616953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -16169519.000000 Penalty: 3885.276367
	Iteration 125Q: 3 clusters Score -1.616952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -16169548.000000 Penalty: 3885.276367
	Iteration 126Q: 3 clusters Score -1.616955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -16169550.000000 Penalty: 3885.276367
	Iteration 127Q: 3 clusters Score -1.616955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -16169523.000000 Penalty: 3885.276367
	Iteration 128Q: 3 clusters Score -1.616952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16169523.000000 Penalty: 3885.276367
	Iteration 129Q: 3 clusters Score -1.616952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16169523.000000 Penalty: 3885.276367
	Iteration 130Q: 3 clusters Score -1.616952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -16169532.000000 Penalty: 3885.276367
	Iteration 131Q: 3 clusters Score -1.616953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16169531.000000 Penalty: 3885.276367
	Iteration 132Q: 3 clusters Score -1.616953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -16169519.000000 Penalty: 3885.276367
	Iteration 133Q: 3 clusters Score -1.616952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153717 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -16169522.000000 Penalty: 3885.276367
	Iteration 134Q: 3 clusters Score -1.616952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153736 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16169530.000000 Penalty: 3885.276367
	Iteration 135Q: 3 clusters Score -1.616953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -16169519.000000 Penalty: 3885.276367
	Iteration 136Q: 3 clusters Score -1.616952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153773 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -16169518.000000 Penalty: 3885.276367
	Iteration 137Q: 3 clusters Score -1.616952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -16169528.000000 Penalty: 3885.276367
	Iteration 138Q: 3 clusters Score -1.616953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -16169531.000000 Penalty: 3885.276367
	Iteration 139Q: 3 clusters Score -1.616953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -16169539.000000 Penalty: 3885.276367
	Iteration 140F: 3 clusters Score -1.616954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -16169523.000000 Penalty: 3885.276367
	Iteration 141Q: 3 clusters Score -1.616952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16169536.000000 Penalty: 3885.276367
	Iteration 142Q: 3 clusters Score -1.616954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153851 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -16169537.000000 Penalty: 3885.276367
	Iteration 143Q: 3 clusters Score -1.616954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16169527.000000 Penalty: 3885.276367
	Iteration 144Q: 3 clusters Score -1.616953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16169511.000000 Penalty: 3885.276367
	Iteration 145Q: 3 clusters Score -1.616951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16169515.000000 Penalty: 3885.276367
	Iteration 146Q: 3 clusters Score -1.616952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16169515.000000 Penalty: 3885.276367
	Iteration 147Q: 3 clusters Score -1.616952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16169515.000000 Penalty: 3885.276367
	Iteration 148Q: 3 clusters Score -1.616952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16169512.000000 Penalty: 3885.276367
	Iteration 149Q: 3 clusters Score -1.616951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -16169517.000000 Penalty: 3885.276367
	Iteration 150Q: 3 clusters Score -1.616952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153929 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16169525.000000 Penalty: 3885.276367
	Iteration 151Q: 3 clusters Score -1.616952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16169524.000000 Penalty: 3885.276367
	Iteration 152Q: 3 clusters Score -1.616952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153945 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -16169529.000000 Penalty: 3885.276367
	Iteration 153Q: 3 clusters Score -1.616953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153949 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16169524.000000 Penalty: 3885.276367
	Iteration 154Q: 3 clusters Score -1.616952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153956 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16169514.000000 Penalty: 3885.276367
	Iteration 155Q: 3 clusters Score -1.616951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153960 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16169501.000000 Penalty: 3885.276367
	Iteration 156Q: 3 clusters Score -1.61695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16169502.000000 Penalty: 3885.276367
	Iteration 157Q: 3 clusters Score -1.61695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153968 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16169492.000000 Penalty: 3885.276367
	Iteration 158Q: 3 clusters Score -1.616949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16169493.000000 Penalty: 3885.276367
	Iteration 159Q: 3 clusters Score -1.616949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16169498.000000 Penalty: 3885.276367
	Iteration 160F: 3 clusters Score -1.61695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153982 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -16169512.000000 Penalty: 3885.276367
	Iteration 161Q: 3 clusters Score -1.616951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153987 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -16169507.000000 Penalty: 3885.276367
	Iteration 162Q: 3 clusters Score -1.616951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16169502.000000 Penalty: 3885.276367
	Iteration 163Q: 3 clusters Score -1.61695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153997 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16169502.000000 Penalty: 3885.276367
	Iteration 164Q: 3 clusters Score -1.61695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154000 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16169508.000000 Penalty: 3885.276367
	Iteration 165Q: 3 clusters Score -1.616951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154000 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16169508.000000 Penalty: 3885.276367
	Iteration 166F: 3 clusters Score -1.616951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Entering Unmasked Estep 
Score: -1836101.875000 Penalty: 1588.220337
	Iteration 0F: 2 clusters Score -1836102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1823924.750000 Penalty: 3176.440674
	Iteration 0F: 3 clusters Score -1823925 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1828155.250000 Penalty: 3176.440674
	Iteration 1F: 3 clusters Score -1828155 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1828487.125000 Penalty: 3176.440674
	Iteration 2F: 3 clusters Score -1828487 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1828859.000000 Penalty: 3176.440674
	Iteration 3Q: 3 clusters Score -1828859 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1829287.250000 Penalty: 3176.440674
	Iteration 4F: 3 clusters Score -1829287 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1829813.750000 Penalty: 3176.440674
	Iteration 5F: 3 clusters Score -1829814 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1830424.250000 Penalty: 3176.440674
	Iteration 6F: 3 clusters Score -1830424 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1831218.250000 Penalty: 3176.440674
	Iteration 7F: 3 clusters Score -1831218 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1832150.375000 Penalty: 3176.440674
	Iteration 8F: 3 clusters Score -1832150 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1832997.250000 Penalty: 3176.440674
	Iteration 9F: 3 clusters Score -1832997 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1833632.875000 Penalty: 3176.440674
	Iteration 10Q: 3 clusters Score -1833633 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1834080.125000 Penalty: 3176.440674
	Iteration 11Q: 3 clusters Score -1834080 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1834412.750000 Penalty: 3176.440674
	Iteration 12Q: 3 clusters Score -1834413 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1834658.000000 Penalty: 3176.440674
	Iteration 13Q: 3 clusters Score -1834658 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1834868.750000 Penalty: 3176.440674
	Iteration 14Q: 3 clusters Score -1834869 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1835067.375000 Penalty: 3176.440674
	Iteration 15Q: 3 clusters Score -1835067 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1835215.375000 Penalty: 3176.440674
	Iteration 16Q: 3 clusters Score -1835215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1835333.125000 Penalty: 3176.440674
	Iteration 17Q: 3 clusters Score -1835333 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1835387.750000 Penalty: 3176.440674
	Iteration 18Q: 3 clusters Score -1835388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1835419.625000 Penalty: 3176.440674
	Iteration 19Q: 3 clusters Score -1835420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1835434.250000 Penalty: 3176.440674
	Iteration 20F: 3 clusters Score -1835434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1835442.125000 Penalty: 3176.440674
	Iteration 21Q: 3 clusters Score -1835442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1835440.750000 Penalty: 3176.440674
	Iteration 22Q: 3 clusters Score -1835441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1835444.875000 Penalty: 3176.440674
	Iteration 23Q: 3 clusters Score -1835445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1835448.375000 Penalty: 3176.440674
	Iteration 24Q: 3 clusters Score -1835448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1835449.875000 Penalty: 3176.440674
	Iteration 25Q: 3 clusters Score -1835450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1835449.125000 Penalty: 3176.440674
	Iteration 26Q: 3 clusters Score -1835449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1835451.500000 Penalty: 3176.440674
	Iteration 27Q: 3 clusters Score -1835452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1835447.500000 Penalty: 3176.440674
	Iteration 28Q: 3 clusters Score -1835448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1835447.750000 Penalty: 3176.440674
	Iteration 29Q: 3 clusters Score -1835448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1835450.500000 Penalty: 3176.440674
	Iteration 30Q: 3 clusters Score -1835450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1835450.375000 Penalty: 3176.440674
	Iteration 31Q: 3 clusters Score -1835450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1835447.625000 Penalty: 3176.440674
	Iteration 32Q: 3 clusters Score -1835448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1835447.625000 Penalty: 3176.440674
	Iteration 33F: 3 clusters Score -1835448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Entering Unmasked Estep 
Score: -1624378.125000 Penalty: 1577.523560
	Iteration 0F: 2 clusters Score -1624378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1613062.875000 Penalty: 3155.047119
	Iteration 0F: 3 clusters Score -1613063 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1617676.375000 Penalty: 3155.047119
	Iteration 1F: 3 clusters Score -1617676 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1618636.125000 Penalty: 3155.047119
	Iteration 2F: 3 clusters Score -1618636 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1619616.375000 Penalty: 3155.047119
	Iteration 3F: 3 clusters Score -1619616 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1620573.125000 Penalty: 3155.047119
	Iteration 4F: 3 clusters Score -1620573 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1621592.375000 Penalty: 3155.047119
	Iteration 5F: 3 clusters Score -1621592 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1622531.250000 Penalty: 3155.047119
	Iteration 6F: 3 clusters Score -1622531 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1623193.625000 Penalty: 3155.047119
	Iteration 7F: 3 clusters Score -1623194 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1623554.125000 Penalty: 3155.047119
	Iteration 8Q: 3 clusters Score -1623554 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1623735.750000 Penalty: 3155.047119
	Iteration 9Q: 3 clusters Score -1623736 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1623835.875000 Penalty: 3155.047119
	Iteration 10Q: 3 clusters Score -1623836 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1623893.000000 Penalty: 3155.047119
	Iteration 11Q: 3 clusters Score -1623893 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1623919.250000 Penalty: 3155.047119
	Iteration 12Q: 3 clusters Score -1623919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1623937.500000 Penalty: 3155.047119
	Iteration 13Q: 3 clusters Score -1623938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1623959.000000 Penalty: 3155.047119
	Iteration 14Q: 3 clusters Score -1623959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1623963.625000 Penalty: 3155.047119
	Iteration 15Q: 3 clusters Score -1623964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1623968.750000 Penalty: 3155.047119
	Iteration 16Q: 3 clusters Score -1623969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1623976.875000 Penalty: 3155.047119
	Iteration 17Q: 3 clusters Score -1623977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1623992.250000 Penalty: 3155.047119
	Iteration 18Q: 3 clusters Score -1623992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1624007.750000 Penalty: 3155.047119
	Iteration 19Q: 3 clusters Score -1624008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1624032.625000 Penalty: 3155.047119
	Iteration 20F: 3 clusters Score -1624033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1624065.250000 Penalty: 3155.047119
	Iteration 21Q: 3 clusters Score -1624065 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1624122.250000 Penalty: 3155.047119
	Iteration 22Q: 3 clusters Score -1624122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1624190.375000 Penalty: 3155.047119
	Iteration 23Q: 3 clusters Score -1624190 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1624306.375000 Penalty: 3155.047119
	Iteration 24Q: 3 clusters Score -1624306 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1624448.125000 Penalty: 3155.047119
	Iteration 25Q: 3 clusters Score -1624448 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1624580.125000 Penalty: 3155.047119
	Iteration 26Q: 3 clusters Score -1624580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1624688.875000 Penalty: 3155.047119
	Iteration 27Q: 3 clusters Score -1624689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1624771.375000 Penalty: 3155.047119
	Iteration 28Q: 3 clusters Score -1624771 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1624822.875000 Penalty: 3155.047119
	Iteration 29Q: 3 clusters Score -1624823 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1624868.125000 Penalty: 3155.047119
	Iteration 30Q: 3 clusters Score -1624868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1624884.125000 Penalty: 3155.047119
	Iteration 31Q: 3 clusters Score -1624884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1624900.000000 Penalty: 3155.047119
	Iteration 32Q: 3 clusters Score -1624900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1624915.250000 Penalty: 3155.047119
	Iteration 33Q: 3 clusters Score -1624915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1624923.250000 Penalty: 3155.047119
	Iteration 34Q: 3 clusters Score -1624923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1624921.750000 Penalty: 3155.047119
	Iteration 35Q: 3 clusters Score -1624922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1624929.125000 Penalty: 3155.047119
	Iteration 36Q: 3 clusters Score -1624929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1624937.750000 Penalty: 3155.047119
	Iteration 37Q: 3 clusters Score -1624938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1624940.625000 Penalty: 3155.047119
	Iteration 38Q: 3 clusters Score -1624941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1624946.500000 Penalty: 3155.047119
	Iteration 39Q: 3 clusters Score -1624946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1624950.500000 Penalty: 3155.047119
	Iteration 40F: 3 clusters Score -1624950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1624948.125000 Penalty: 3155.047119
	Iteration 41Q: 3 clusters Score -1624948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1624946.000000 Penalty: 3155.047119
	Iteration 42Q: 3 clusters Score -1624946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1624947.375000 Penalty: 3155.047119
	Iteration 43Q: 3 clusters Score -1624947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1624946.375000 Penalty: 3155.047119
	Iteration 44Q: 3 clusters Score -1624946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1624946.875000 Penalty: 3155.047119
	Iteration 45Q: 3 clusters Score -1624947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1624949.000000 Penalty: 3155.047119
	Iteration 46Q: 3 clusters Score -1624949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1624949.000000 Penalty: 3155.047119
	Iteration 47F: 3 clusters Score -1624949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 8300 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Mstep: Class 42 contains 2582 members 
Mstep: Class 43 contains 8146 members 
Entering Unmasked Estep 
Score: -154020512.000000 Penalty: 99531.296875
Splitting cluster 27 changes total score from -154017808.000000 to -154020512.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (185454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185454 members 
Entering Unmasked Estep 
Score: -19337390.000000 Penalty: 1971.216309
	Iteration 0F: 2 clusters Score -1.933739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 92635 members 
Entering Unmasked Estep 
Score: -19219388.000000 Penalty: 3942.432617
	Iteration 0F: 3 clusters Score -1.921939e+07 nChanged 89729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -19272468.000000 Penalty: 3942.432617
	Iteration 1F: 3 clusters Score -1.927247e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96597 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -19273498.000000 Penalty: 3942.432617
	Iteration 2Q: 3 clusters Score -1.92735e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99013 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -19274836.000000 Penalty: 3942.432617
	Iteration 3Q: 3 clusters Score -1.927484e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -19276684.000000 Penalty: 3942.432617
	Iteration 4Q: 3 clusters Score -1.927668e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -19279146.000000 Penalty: 3942.432617
	Iteration 5Q: 3 clusters Score -1.927915e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -19283464.000000 Penalty: 3942.432617
	Iteration 6Q: 3 clusters Score -1.928346e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -19290982.000000 Penalty: 3942.432617
	Iteration 7F: 3 clusters Score -1.929098e+07 nChanged 14820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -19302722.000000 Penalty: 3942.432617
	Iteration 8F: 3 clusters Score -1.930272e+07 nChanged 15769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -19315892.000000 Penalty: 3942.432617
	Iteration 9F: 3 clusters Score -1.931589e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -19326046.000000 Penalty: 3942.432617
	Iteration 10F: 3 clusters Score -1.932605e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179161 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -19331670.000000 Penalty: 3942.432617
	Iteration 11Q: 3 clusters Score -1.933167e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182713 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -19334254.000000 Penalty: 3942.432617
	Iteration 12Q: 3 clusters Score -1.933425e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184082 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19335166.000000 Penalty: 3942.432617
	Iteration 13Q: 3 clusters Score -1.933517e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184573 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19335508.000000 Penalty: 3942.432617
	Iteration 14Q: 3 clusters Score -1.933551e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184733 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19335686.000000 Penalty: 3942.432617
	Iteration 15Q: 3 clusters Score -1.933569e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184786 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -19335780.000000 Penalty: 3942.432617
	Iteration 16Q: 3 clusters Score -1.933578e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184820 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19335876.000000 Penalty: 3942.432617
	Iteration 17Q: 3 clusters Score -1.933588e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -19335976.000000 Penalty: 3942.432617
	Iteration 18Q: 3 clusters Score -1.933598e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19336064.000000 Penalty: 3942.432617
	Iteration 19Q: 3 clusters Score -1.933606e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -19336132.000000 Penalty: 3942.432617
	Iteration 20F: 3 clusters Score -1.933613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19336156.000000 Penalty: 3942.432617
	Iteration 21Q: 3 clusters Score -1.933616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -19336166.000000 Penalty: 3942.432617
	Iteration 22Q: 3 clusters Score -1.933617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184837 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19336162.000000 Penalty: 3942.432617
	Iteration 23Q: 3 clusters Score -1.933616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184835 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -19336180.000000 Penalty: 3942.432617
	Iteration 24Q: 3 clusters Score -1.933618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -19336208.000000 Penalty: 3942.432617
	Iteration 25Q: 3 clusters Score -1.933621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19336188.000000 Penalty: 3942.432617
	Iteration 26Q: 3 clusters Score -1.933619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19336198.000000 Penalty: 3942.432617
	Iteration 27Q: 3 clusters Score -1.93362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19336200.000000 Penalty: 3942.432617
	Iteration 28Q: 3 clusters Score -1.93362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184830 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -19336204.000000 Penalty: 3942.432617
	Iteration 29Q: 3 clusters Score -1.93362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184833 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -19336200.000000 Penalty: 3942.432617
	Iteration 30Q: 3 clusters Score -1.93362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -19336198.000000 Penalty: 3942.432617
	Iteration 31Q: 3 clusters Score -1.93362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184830 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -19336202.000000 Penalty: 3942.432617
	Iteration 32Q: 3 clusters Score -1.93362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184830 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -19336198.000000 Penalty: 3942.432617
	Iteration 33Q: 3 clusters Score -1.93362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184833 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -19336198.000000 Penalty: 3942.432617
	Iteration 34Q: 3 clusters Score -1.93362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -19336204.000000 Penalty: 3942.432617
	Iteration 35Q: 3 clusters Score -1.93362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -19336200.000000 Penalty: 3942.432617
	Iteration 36Q: 3 clusters Score -1.93362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -19336208.000000 Penalty: 3942.432617
	Iteration 37Q: 3 clusters Score -1.933621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -19336208.000000 Penalty: 3942.432617
	Iteration 38F: 3 clusters Score -1.933621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -1076002.875000 Penalty: 1507.811523
	Iteration 0F: 2 clusters Score -1076003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1068344.375000 Penalty: 3015.623047
	Iteration 0F: 3 clusters Score -1068344 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1070962.500000 Penalty: 3015.623047
	Iteration 1F: 3 clusters Score -1070962 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1071543.000000 Penalty: 3015.623047
	Iteration 2F: 3 clusters Score -1071543 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1072225.750000 Penalty: 3015.623047
	Iteration 3F: 3 clusters Score -1072226 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1073085.625000 Penalty: 3015.623047
	Iteration 4F: 3 clusters Score -1073086 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1074073.375000 Penalty: 3015.623047
	Iteration 5F: 3 clusters Score -1074073 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1074752.625000 Penalty: 3015.623047
	Iteration 6F: 3 clusters Score -1074753 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1075080.625000 Penalty: 3015.623047
	Iteration 7Q: 3 clusters Score -1075081 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1075264.625000 Penalty: 3015.623047
	Iteration 8Q: 3 clusters Score -1075265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1075371.500000 Penalty: 3015.623047
	Iteration 9Q: 3 clusters Score -1075372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1075450.500000 Penalty: 3015.623047
	Iteration 10Q: 3 clusters Score -1075450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1075491.125000 Penalty: 3015.623047
	Iteration 11Q: 3 clusters Score -1075491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1075521.250000 Penalty: 3015.623047
	Iteration 12Q: 3 clusters Score -1075521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1075543.750000 Penalty: 3015.623047
	Iteration 13Q: 3 clusters Score -1075544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1075573.125000 Penalty: 3015.623047
	Iteration 14Q: 3 clusters Score -1075573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1075598.375000 Penalty: 3015.623047
	Iteration 15Q: 3 clusters Score -1075598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1075614.750000 Penalty: 3015.623047
	Iteration 16Q: 3 clusters Score -1075615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1075634.125000 Penalty: 3015.623047
	Iteration 17Q: 3 clusters Score -1075634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1075655.000000 Penalty: 3015.623047
	Iteration 18Q: 3 clusters Score -1075655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1075672.625000 Penalty: 3015.623047
	Iteration 19Q: 3 clusters Score -1075673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1075690.250000 Penalty: 3015.623047
	Iteration 20F: 3 clusters Score -1075690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1075703.125000 Penalty: 3015.623047
	Iteration 21Q: 3 clusters Score -1075703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1075712.250000 Penalty: 3015.623047
	Iteration 22Q: 3 clusters Score -1075712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1075717.500000 Penalty: 3015.623047
	Iteration 23Q: 3 clusters Score -1075718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1075721.250000 Penalty: 3015.623047
	Iteration 24Q: 3 clusters Score -1075721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1075726.000000 Penalty: 3015.623047
	Iteration 25Q: 3 clusters Score -1075726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1075729.250000 Penalty: 3015.623047
	Iteration 26Q: 3 clusters Score -1075729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1075730.875000 Penalty: 3015.623047
	Iteration 27Q: 3 clusters Score -1075731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1075738.000000 Penalty: 3015.623047
	Iteration 28Q: 3 clusters Score -1075738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1075742.250000 Penalty: 3015.623047
	Iteration 29Q: 3 clusters Score -1075742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1075742.500000 Penalty: 3015.623047
	Iteration 30Q: 3 clusters Score -1075742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1075749.750000 Penalty: 3015.623047
	Iteration 31Q: 3 clusters Score -1075750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1075756.375000 Penalty: 3015.623047
	Iteration 32Q: 3 clusters Score -1075756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1075757.625000 Penalty: 3015.623047
	Iteration 33Q: 3 clusters Score -1075758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1075759.750000 Penalty: 3015.623047
	Iteration 34Q: 3 clusters Score -1075760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1075765.000000 Penalty: 3015.623047
	Iteration 35Q: 3 clusters Score -1075765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1075767.500000 Penalty: 3015.623047
	Iteration 36Q: 3 clusters Score -1075768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1075765.500000 Penalty: 3015.623047
	Iteration 37Q: 3 clusters Score -1075766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1075765.500000 Penalty: 3015.623047
	Iteration 38Q: 3 clusters Score -1075766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1075768.750000 Penalty: 3015.623047
	Iteration 39Q: 3 clusters Score -1075769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1075767.750000 Penalty: 3015.623047
	Iteration 40F: 3 clusters Score -1075768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1075766.500000 Penalty: 3015.623047
	Iteration 41Q: 3 clusters Score -1075766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1075767.875000 Penalty: 3015.623047
	Iteration 42Q: 3 clusters Score -1075768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1075768.375000 Penalty: 3015.623047
	Iteration 43Q: 3 clusters Score -1075768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1075769.250000 Penalty: 3015.623047
	Iteration 44Q: 3 clusters Score -1075769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1075769.875000 Penalty: 3015.623047
	Iteration 45Q: 3 clusters Score -1075770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1075771.750000 Penalty: 3015.623047
	Iteration 46Q: 3 clusters Score -1075772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1075771.000000 Penalty: 3015.623047
	Iteration 47Q: 3 clusters Score -1075771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1075771.375000 Penalty: 3015.623047
	Iteration 48Q: 3 clusters Score -1075771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1075770.250000 Penalty: 3015.623047
	Iteration 49Q: 3 clusters Score -1075770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1075770.250000 Penalty: 3015.623047
	Iteration 50F: 3 clusters Score -1075770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Entering Unmasked Estep 
Score: -2905324.500000 Penalty: 1678.809814
	Iteration 0F: 2 clusters Score -2905324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2884656.750000 Penalty: 3357.619629
	Iteration 0F: 3 clusters Score -2884657 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2892826.500000 Penalty: 3357.619629
	Iteration 1F: 3 clusters Score -2892826 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2893663.000000 Penalty: 3357.619629
	Iteration 2F: 3 clusters Score -2893663 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2894736.500000 Penalty: 3357.619629
	Iteration 3F: 3 clusters Score -2894736 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2896073.000000 Penalty: 3357.619629
	Iteration 4F: 3 clusters Score -2896073 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2897739.250000 Penalty: 3357.619629
	Iteration 5F: 3 clusters Score -2897739 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2899609.000000 Penalty: 3357.619629
	Iteration 6F: 3 clusters Score -2899609 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2901102.250000 Penalty: 3357.619629
	Iteration 7F: 3 clusters Score -2901102 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -2902141.000000 Penalty: 3357.619629
	Iteration 8Q: 3 clusters Score -2902141 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2902838.250000 Penalty: 3357.619629
	Iteration 9Q: 3 clusters Score -2902838 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -2903226.750000 Penalty: 3357.619629
	Iteration 10Q: 3 clusters Score -2903227 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -2903498.500000 Penalty: 3357.619629
	Iteration 11Q: 3 clusters Score -2903498 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2903689.500000 Penalty: 3357.619629
	Iteration 12Q: 3 clusters Score -2903690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2903821.500000 Penalty: 3357.619629
	Iteration 13Q: 3 clusters Score -2903822 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -2903927.250000 Penalty: 3357.619629
	Iteration 14Q: 3 clusters Score -2903927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -2904029.750000 Penalty: 3357.619629
	Iteration 15Q: 3 clusters Score -2904030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -2904109.250000 Penalty: 3357.619629
	Iteration 16Q: 3 clusters Score -2904109 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -2904178.000000 Penalty: 3357.619629
	Iteration 17Q: 3 clusters Score -2904178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -2904246.000000 Penalty: 3357.619629
	Iteration 18Q: 3 clusters Score -2904246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -2904290.000000 Penalty: 3357.619629
	Iteration 19Q: 3 clusters Score -2904290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -2904323.250000 Penalty: 3357.619629
	Iteration 20F: 3 clusters Score -2904323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -2904361.000000 Penalty: 3357.619629
	Iteration 21Q: 3 clusters Score -2904361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -2904382.000000 Penalty: 3357.619629
	Iteration 22Q: 3 clusters Score -2904382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -2904402.500000 Penalty: 3357.619629
	Iteration 23Q: 3 clusters Score -2904402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -2904439.250000 Penalty: 3357.619629
	Iteration 24Q: 3 clusters Score -2904439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -2904461.000000 Penalty: 3357.619629
	Iteration 25Q: 3 clusters Score -2904461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -2904471.500000 Penalty: 3357.619629
	Iteration 26Q: 3 clusters Score -2904472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -2904481.250000 Penalty: 3357.619629
	Iteration 27Q: 3 clusters Score -2904481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -2904489.250000 Penalty: 3357.619629
	Iteration 28Q: 3 clusters Score -2904489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2904502.500000 Penalty: 3357.619629
	Iteration 29Q: 3 clusters Score -2904502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -2904501.500000 Penalty: 3357.619629
	Iteration 30Q: 3 clusters Score -2904502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -2904509.000000 Penalty: 3357.619629
	Iteration 31Q: 3 clusters Score -2904509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -2904513.000000 Penalty: 3357.619629
	Iteration 32Q: 3 clusters Score -2904513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -2904512.000000 Penalty: 3357.619629
	Iteration 33Q: 3 clusters Score -2904512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -2904516.500000 Penalty: 3357.619629
	Iteration 34Q: 3 clusters Score -2904516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -2904519.000000 Penalty: 3357.619629
	Iteration 35Q: 3 clusters Score -2904519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2904517.000000 Penalty: 3357.619629
	Iteration 36Q: 3 clusters Score -2904517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -2904518.500000 Penalty: 3357.619629
	Iteration 37Q: 3 clusters Score -2904518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2904518.000000 Penalty: 3357.619629
	Iteration 38Q: 3 clusters Score -2904518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2904520.750000 Penalty: 3357.619629
	Iteration 39Q: 3 clusters Score -2904521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -2904520.250000 Penalty: 3357.619629
	Iteration 40F: 3 clusters Score -2904520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2904516.500000 Penalty: 3357.619629
	Iteration 41Q: 3 clusters Score -2904516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2904516.500000 Penalty: 3357.619629
	Iteration 42F: 3 clusters Score -2904516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Entering Unmasked Estep 
Score: -1169634.000000 Penalty: 1525.425049
	Iteration 0F: 2 clusters Score -1169634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1161361.250000 Penalty: 3050.850098
	Iteration 0F: 3 clusters Score -1161361 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1164680.000000 Penalty: 3050.850098
	Iteration 1F: 3 clusters Score -1164680 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1166061.500000 Penalty: 3050.850098
	Iteration 2F: 3 clusters Score -1166062 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1167676.250000 Penalty: 3050.850098
	Iteration 3F: 3 clusters Score -1167676 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1168949.375000 Penalty: 3050.850098
	Iteration 4F: 3 clusters Score -1168949 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1169580.875000 Penalty: 3050.850098
	Iteration 5F: 3 clusters Score -1169581 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1169819.250000 Penalty: 3050.850098
	Iteration 6Q: 3 clusters Score -1169819 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1169916.000000 Penalty: 3050.850098
	Iteration 7Q: 3 clusters Score -1169916 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1169985.250000 Penalty: 3050.850098
	Iteration 8Q: 3 clusters Score -1169985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1170035.375000 Penalty: 3050.850098
	Iteration 9Q: 3 clusters Score -1170035 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1170078.250000 Penalty: 3050.850098
	Iteration 10Q: 3 clusters Score -1170078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1170112.500000 Penalty: 3050.850098
	Iteration 11Q: 3 clusters Score -1170112 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1170150.625000 Penalty: 3050.850098
	Iteration 12Q: 3 clusters Score -1170151 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1170185.750000 Penalty: 3050.850098
	Iteration 13Q: 3 clusters Score -1170186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1170213.375000 Penalty: 3050.850098
	Iteration 14Q: 3 clusters Score -1170213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1170242.375000 Penalty: 3050.850098
	Iteration 15Q: 3 clusters Score -1170242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1170257.625000 Penalty: 3050.850098
	Iteration 16Q: 3 clusters Score -1170258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1170274.625000 Penalty: 3050.850098
	Iteration 17Q: 3 clusters Score -1170275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1170288.000000 Penalty: 3050.850098
	Iteration 18Q: 3 clusters Score -1170288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1170298.375000 Penalty: 3050.850098
	Iteration 19Q: 3 clusters Score -1170298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1170307.500000 Penalty: 3050.850098
	Iteration 20F: 3 clusters Score -1170308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1170311.125000 Penalty: 3050.850098
	Iteration 21Q: 3 clusters Score -1170311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1170315.375000 Penalty: 3050.850098
	Iteration 22Q: 3 clusters Score -1170315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1170318.375000 Penalty: 3050.850098
	Iteration 23Q: 3 clusters Score -1170318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1170321.500000 Penalty: 3050.850098
	Iteration 24Q: 3 clusters Score -1170322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1170324.750000 Penalty: 3050.850098
	Iteration 25Q: 3 clusters Score -1170325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1170330.625000 Penalty: 3050.850098
	Iteration 26Q: 3 clusters Score -1170331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1170329.875000 Penalty: 3050.850098
	Iteration 27Q: 3 clusters Score -1170330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1170335.500000 Penalty: 3050.850098
	Iteration 28Q: 3 clusters Score -1170336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1170337.875000 Penalty: 3050.850098
	Iteration 29Q: 3 clusters Score -1170338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1170350.875000 Penalty: 3050.850098
	Iteration 30Q: 3 clusters Score -1170351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1170371.000000 Penalty: 3050.850098
	Iteration 31Q: 3 clusters Score -1170371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1170396.875000 Penalty: 3050.850098
	Iteration 32Q: 3 clusters Score -1170397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1170441.375000 Penalty: 3050.850098
	Iteration 33Q: 3 clusters Score -1170441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1170483.125000 Penalty: 3050.850098
	Iteration 34Q: 3 clusters Score -1170483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1170564.250000 Penalty: 3050.850098
	Iteration 35Q: 3 clusters Score -1170564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1170668.875000 Penalty: 3050.850098
	Iteration 36Q: 3 clusters Score -1170669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1170748.375000 Penalty: 3050.850098
	Iteration 37Q: 3 clusters Score -1170748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1170774.500000 Penalty: 3050.850098
	Iteration 38Q: 3 clusters Score -1170774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1170795.000000 Penalty: 3050.850098
	Iteration 39Q: 3 clusters Score -1170795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1170818.375000 Penalty: 3050.850098
	Iteration 40F: 3 clusters Score -1170818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1170844.500000 Penalty: 3050.850098
	Iteration 41Q: 3 clusters Score -1170844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1170869.375000 Penalty: 3050.850098
	Iteration 42Q: 3 clusters Score -1170869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1170897.875000 Penalty: 3050.850098
	Iteration 43Q: 3 clusters Score -1170898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1170917.625000 Penalty: 3050.850098
	Iteration 44Q: 3 clusters Score -1170918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1170940.125000 Penalty: 3050.850098
	Iteration 45Q: 3 clusters Score -1170940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1170957.750000 Penalty: 3050.850098
	Iteration 46Q: 3 clusters Score -1170958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1170984.125000 Penalty: 3050.850098
	Iteration 47Q: 3 clusters Score -1170984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1171004.375000 Penalty: 3050.850098
	Iteration 48Q: 3 clusters Score -1171004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1171023.500000 Penalty: 3050.850098
	Iteration 49Q: 3 clusters Score -1171024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1171048.875000 Penalty: 3050.850098
	Iteration 50Q: 3 clusters Score -1171049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1171067.875000 Penalty: 3050.850098
	Iteration 51Q: 3 clusters Score -1171068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1171084.750000 Penalty: 3050.850098
	Iteration 52Q: 3 clusters Score -1171085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1171101.875000 Penalty: 3050.850098
	Iteration 53Q: 3 clusters Score -1171102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1171114.875000 Penalty: 3050.850098
	Iteration 54Q: 3 clusters Score -1171115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1171123.500000 Penalty: 3050.850098
	Iteration 55Q: 3 clusters Score -1171124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1171135.000000 Penalty: 3050.850098
	Iteration 56Q: 3 clusters Score -1171135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1171146.750000 Penalty: 3050.850098
	Iteration 57Q: 3 clusters Score -1171147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1171160.375000 Penalty: 3050.850098
	Iteration 58Q: 3 clusters Score -1171160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1171169.875000 Penalty: 3050.850098
	Iteration 59Q: 3 clusters Score -1171170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1171181.250000 Penalty: 3050.850098
	Iteration 60F: 3 clusters Score -1171181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1171190.875000 Penalty: 3050.850098
	Iteration 61Q: 3 clusters Score -1171191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1171202.250000 Penalty: 3050.850098
	Iteration 62Q: 3 clusters Score -1171202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1171212.000000 Penalty: 3050.850098
	Iteration 63Q: 3 clusters Score -1171212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1171218.750000 Penalty: 3050.850098
	Iteration 64Q: 3 clusters Score -1171219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1171229.000000 Penalty: 3050.850098
	Iteration 65Q: 3 clusters Score -1171229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1171233.750000 Penalty: 3050.850098
	Iteration 66Q: 3 clusters Score -1171234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1171237.125000 Penalty: 3050.850098
	Iteration 67Q: 3 clusters Score -1171237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1171237.875000 Penalty: 3050.850098
	Iteration 68Q: 3 clusters Score -1171238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1171243.750000 Penalty: 3050.850098
	Iteration 69Q: 3 clusters Score -1171244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1171245.500000 Penalty: 3050.850098
	Iteration 70Q: 3 clusters Score -1171246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1171247.500000 Penalty: 3050.850098
	Iteration 71Q: 3 clusters Score -1171248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1171247.125000 Penalty: 3050.850098
	Iteration 72Q: 3 clusters Score -1171247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1171250.375000 Penalty: 3050.850098
	Iteration 73Q: 3 clusters Score -1171250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1171248.625000 Penalty: 3050.850098
	Iteration 74Q: 3 clusters Score -1171249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1171248.500000 Penalty: 3050.850098
	Iteration 75Q: 3 clusters Score -1171248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1171250.125000 Penalty: 3050.850098
	Iteration 76Q: 3 clusters Score -1171250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1171251.375000 Penalty: 3050.850098
	Iteration 77Q: 3 clusters Score -1171251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1171255.750000 Penalty: 3050.850098
	Iteration 78Q: 3 clusters Score -1171256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1171255.250000 Penalty: 3050.850098
	Iteration 79Q: 3 clusters Score -1171255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1171256.000000 Penalty: 3050.850098
	Iteration 80F: 3 clusters Score -1171256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1171260.500000 Penalty: 3050.850098
	Iteration 81Q: 3 clusters Score -1171260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1171259.250000 Penalty: 3050.850098
	Iteration 82Q: 3 clusters Score -1171259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1171262.250000 Penalty: 3050.850098
	Iteration 83Q: 3 clusters Score -1171262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1171261.375000 Penalty: 3050.850098
	Iteration 84Q: 3 clusters Score -1171261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1171264.625000 Penalty: 3050.850098
	Iteration 85Q: 3 clusters Score -1171265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1171267.625000 Penalty: 3050.850098
	Iteration 86Q: 3 clusters Score -1171268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1171264.625000 Penalty: 3050.850098
	Iteration 87Q: 3 clusters Score -1171265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1171264.750000 Penalty: 3050.850098
	Iteration 88Q: 3 clusters Score -1171265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1171264.750000 Penalty: 3050.850098
	Iteration 89F: 3 clusters Score -1171265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 8300 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 8227 members 
Mstep: Class 32 contains 35867 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Mstep: Class 42 contains 2582 members 
Mstep: Class 43 contains 8146 members 
Mstep: Class 44 contains 3708 members 
Entering Unmasked Estep 
Score: -154020976.000000 Penalty: 101845.984375
Splitting cluster 31 changes total score from -154017808.000000 to -154020976.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (35867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Entering Unmasked Estep 
Score: -3627938.500000 Penalty: 1704.230591
	Iteration 0F: 2 clusters Score -3627938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3603936.750000 Penalty: 3408.461182
	Iteration 0F: 3 clusters Score -3603937 nChanged 16733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3614286.000000 Penalty: 3408.461182
	Iteration 1F: 3 clusters Score -3614286 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3615955.250000 Penalty: 3408.461182
	Iteration 2F: 3 clusters Score -3615955 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3618215.750000 Penalty: 3408.461182
	Iteration 3F: 3 clusters Score -3618216 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3620616.500000 Penalty: 3408.461182
	Iteration 4F: 3 clusters Score -3620616 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3622413.250000 Penalty: 3408.461182
	Iteration 5F: 3 clusters Score -3622413 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3623792.750000 Penalty: 3408.461182
	Iteration 6F: 3 clusters Score -3623793 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3624952.500000 Penalty: 3408.461182
	Iteration 7Q: 3 clusters Score -3624952 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3626001.500000 Penalty: 3408.461182
	Iteration 8Q: 3 clusters Score -3626002 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3626634.250000 Penalty: 3408.461182
	Iteration 9Q: 3 clusters Score -3626634 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3626943.000000 Penalty: 3408.461182
	Iteration 10Q: 3 clusters Score -3626943 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3627099.250000 Penalty: 3408.461182
	Iteration 11Q: 3 clusters Score -3627099 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3627185.250000 Penalty: 3408.461182
	Iteration 12Q: 3 clusters Score -3627185 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3627260.250000 Penalty: 3408.461182
	Iteration 13Q: 3 clusters Score -3627260 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -3627314.500000 Penalty: 3408.461182
	Iteration 14Q: 3 clusters Score -3627314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3627372.250000 Penalty: 3408.461182
	Iteration 15Q: 3 clusters Score -3627372 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3627433.500000 Penalty: 3408.461182
	Iteration 16Q: 3 clusters Score -3627434 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3627521.500000 Penalty: 3408.461182
	Iteration 17Q: 3 clusters Score -3627522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3627599.000000 Penalty: 3408.461182
	Iteration 18Q: 3 clusters Score -3627599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3627666.250000 Penalty: 3408.461182
	Iteration 19Q: 3 clusters Score -3627666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -3627765.250000 Penalty: 3408.461182
	Iteration 20F: 3 clusters Score -3627765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3627853.750000 Penalty: 3408.461182
	Iteration 21Q: 3 clusters Score -3627854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3627923.500000 Penalty: 3408.461182
	Iteration 22Q: 3 clusters Score -3627924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3627958.750000 Penalty: 3408.461182
	Iteration 23Q: 3 clusters Score -3627959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3627979.500000 Penalty: 3408.461182
	Iteration 24Q: 3 clusters Score -3627980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3627988.750000 Penalty: 3408.461182
	Iteration 25Q: 3 clusters Score -3627989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3628000.500000 Penalty: 3408.461182
	Iteration 26Q: 3 clusters Score -3628000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3628007.500000 Penalty: 3408.461182
	Iteration 27Q: 3 clusters Score -3628008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3628012.750000 Penalty: 3408.461182
	Iteration 28Q: 3 clusters Score -3628013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3628017.750000 Penalty: 3408.461182
	Iteration 29Q: 3 clusters Score -3628018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3628031.500000 Penalty: 3408.461182
	Iteration 30Q: 3 clusters Score -3628032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3628029.000000 Penalty: 3408.461182
	Iteration 31Q: 3 clusters Score -3628029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3628024.000000 Penalty: 3408.461182
	Iteration 32Q: 3 clusters Score -3628024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -3628038.500000 Penalty: 3408.461182
	Iteration 33Q: 3 clusters Score -3628038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -3628042.000000 Penalty: 3408.461182
	Iteration 34Q: 3 clusters Score -3628042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3628046.000000 Penalty: 3408.461182
	Iteration 35Q: 3 clusters Score -3628046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3628048.750000 Penalty: 3408.461182
	Iteration 36Q: 3 clusters Score -3628049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3628054.000000 Penalty: 3408.461182
	Iteration 37Q: 3 clusters Score -3628054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3628054.750000 Penalty: 3408.461182
	Iteration 38Q: 3 clusters Score -3628055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3628059.250000 Penalty: 3408.461182
	Iteration 39Q: 3 clusters Score -3628059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -3628050.750000 Penalty: 3408.461182
	Iteration 40F: 3 clusters Score -3628051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3628052.000000 Penalty: 3408.461182
	Iteration 41Q: 3 clusters Score -3628052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3628052.000000 Penalty: 3408.461182
	Iteration 42Q: 3 clusters Score -3628052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3628051.750000 Penalty: 3408.461182
	Iteration 43Q: 3 clusters Score -3628052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3628048.000000 Penalty: 3408.461182
	Iteration 44Q: 3 clusters Score -3628048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3628046.250000 Penalty: 3408.461182
	Iteration 45Q: 3 clusters Score -3628046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3628045.250000 Penalty: 3408.461182
	Iteration 46Q: 3 clusters Score -3628045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3628047.000000 Penalty: 3408.461182
	Iteration 47Q: 3 clusters Score -3628047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3628043.250000 Penalty: 3408.461182
	Iteration 48Q: 3 clusters Score -3628043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3628045.750000 Penalty: 3408.461182
	Iteration 49Q: 3 clusters Score -3628046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3628045.000000 Penalty: 3408.461182
	Iteration 50Q: 3 clusters Score -3628045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3628049.250000 Penalty: 3408.461182
	Iteration 51Q: 3 clusters Score -3628049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3628050.000000 Penalty: 3408.461182
	Iteration 52Q: 3 clusters Score -3628050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3628051.750000 Penalty: 3408.461182
	Iteration 53Q: 3 clusters Score -3628052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3628054.750000 Penalty: 3408.461182
	Iteration 54Q: 3 clusters Score -3628055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3628059.750000 Penalty: 3408.461182
	Iteration 55Q: 3 clusters Score -3628060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3628063.750000 Penalty: 3408.461182
	Iteration 56Q: 3 clusters Score -3628064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3628061.500000 Penalty: 3408.461182
	Iteration 57Q: 3 clusters Score -3628062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3628059.250000 Penalty: 3408.461182
	Iteration 58Q: 3 clusters Score -3628059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3628059.250000 Penalty: 3408.461182
	Iteration 59F: 3 clusters Score -3628059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 8300 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 8227 members 
Mstep: Class 32 contains 3826 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 7895 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Mstep: Class 42 contains 2582 members 
Mstep: Class 43 contains 8146 members 
Mstep: Class 44 contains 3708 members 
Mstep: Class 45 contains 32041 members 
Entering Unmasked Estep 
Score: -154020256.000000 Penalty: 104160.664062
Splitting cluster 32 changes total score from -154017808.000000 to -154020256.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (30574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Entering Unmasked Estep 
Score: -3269662.250000 Penalty: 1678.284668
	Iteration 0F: 2 clusters Score -3269662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3249148.750000 Penalty: 3356.569336
	Iteration 0F: 3 clusters Score -3249149 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3256813.250000 Penalty: 3356.569336
	Iteration 1F: 3 clusters Score -3256813 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3257261.250000 Penalty: 3356.569336
	Iteration 2Q: 3 clusters Score -3257261 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3257751.750000 Penalty: 3356.569336
	Iteration 3Q: 3 clusters Score -3257752 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3258274.000000 Penalty: 3356.569336
	Iteration 4Q: 3 clusters Score -3258274 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3258852.750000 Penalty: 3356.569336
	Iteration 5Q: 3 clusters Score -3258853 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3259622.750000 Penalty: 3356.569336
	Iteration 6Q: 3 clusters Score -3259623 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3260558.750000 Penalty: 3356.569336
	Iteration 7F: 3 clusters Score -3260559 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3261673.750000 Penalty: 3356.569336
	Iteration 8F: 3 clusters Score -3261674 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3263037.250000 Penalty: 3356.569336
	Iteration 9F: 3 clusters Score -3263037 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3264322.000000 Penalty: 3356.569336
	Iteration 10F: 3 clusters Score -3264322 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3265507.000000 Penalty: 3356.569336
	Iteration 11Q: 3 clusters Score -3265507 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3266419.500000 Penalty: 3356.569336
	Iteration 12Q: 3 clusters Score -3266420 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3267046.000000 Penalty: 3356.569336
	Iteration 13Q: 3 clusters Score -3267046 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3267468.750000 Penalty: 3356.569336
	Iteration 14Q: 3 clusters Score -3267469 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3267689.250000 Penalty: 3356.569336
	Iteration 15Q: 3 clusters Score -3267689 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3267833.500000 Penalty: 3356.569336
	Iteration 16Q: 3 clusters Score -3267834 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3267954.250000 Penalty: 3356.569336
	Iteration 17Q: 3 clusters Score -3267954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3268046.500000 Penalty: 3356.569336
	Iteration 18Q: 3 clusters Score -3268046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3268101.500000 Penalty: 3356.569336
	Iteration 19Q: 3 clusters Score -3268102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3268127.750000 Penalty: 3356.569336
	Iteration 20F: 3 clusters Score -3268128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3268146.500000 Penalty: 3356.569336
	Iteration 21Q: 3 clusters Score -3268146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3268159.500000 Penalty: 3356.569336
	Iteration 22Q: 3 clusters Score -3268160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3268175.500000 Penalty: 3356.569336
	Iteration 23Q: 3 clusters Score -3268176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -3268184.000000 Penalty: 3356.569336
	Iteration 24Q: 3 clusters Score -3268184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3268195.500000 Penalty: 3356.569336
	Iteration 25Q: 3 clusters Score -3268196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3268206.250000 Penalty: 3356.569336
	Iteration 26Q: 3 clusters Score -3268206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3268214.000000 Penalty: 3356.569336
	Iteration 27Q: 3 clusters Score -3268214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3268223.000000 Penalty: 3356.569336
	Iteration 28Q: 3 clusters Score -3268223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3268234.750000 Penalty: 3356.569336
	Iteration 29Q: 3 clusters Score -3268235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -3268237.250000 Penalty: 3356.569336
	Iteration 30Q: 3 clusters Score -3268237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3268238.250000 Penalty: 3356.569336
	Iteration 31Q: 3 clusters Score -3268238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3268240.000000 Penalty: 3356.569336
	Iteration 32Q: 3 clusters Score -3268240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -3268240.500000 Penalty: 3356.569336
	Iteration 33Q: 3 clusters Score -3268240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3268240.000000 Penalty: 3356.569336
	Iteration 34Q: 3 clusters Score -3268240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3268243.000000 Penalty: 3356.569336
	Iteration 35Q: 3 clusters Score -3268243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3268249.000000 Penalty: 3356.569336
	Iteration 36Q: 3 clusters Score -3268249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3268250.000000 Penalty: 3356.569336
	Iteration 37Q: 3 clusters Score -3268250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3268250.000000 Penalty: 3356.569336
	Iteration 38F: 3 clusters Score -3268250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -395217.375000 Penalty: 1345.903564
	Iteration 0F: 2 clusters Score -395217.4 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 2016 members 
Entering Unmasked Estep 
Score: -391915.625000 Penalty: 2691.807129
	Iteration 0F: 3 clusters Score -391915.6 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -392847.156250 Penalty: 2691.807129
	Iteration 1F: 3 clusters Score -392847.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -393014.937500 Penalty: 2691.807129
	Iteration 2F: 3 clusters Score -393014.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -393130.562500 Penalty: 2691.807129
	Iteration 3F: 3 clusters Score -393130.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -393229.843750 Penalty: 2691.807129
	Iteration 4Q: 3 clusters Score -393229.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -393311.937500 Penalty: 2691.807129
	Iteration 5Q: 3 clusters Score -393311.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -393371.687500 Penalty: 2691.807129
	Iteration 6Q: 3 clusters Score -393371.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -393434.406250 Penalty: 2691.807129
	Iteration 7Q: 3 clusters Score -393434.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -393491.781250 Penalty: 2691.807129
	Iteration 8Q: 3 clusters Score -393491.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -393529.281250 Penalty: 2691.807129
	Iteration 9Q: 3 clusters Score -393529.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -393561.187500 Penalty: 2691.807129
	Iteration 10Q: 3 clusters Score -393561.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -393589.468750 Penalty: 2691.807129
	Iteration 11Q: 3 clusters Score -393589.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -393617.562500 Penalty: 2691.807129
	Iteration 12Q: 3 clusters Score -393617.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -393650.843750 Penalty: 2691.807129
	Iteration 13Q: 3 clusters Score -393650.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -393685.718750 Penalty: 2691.807129
	Iteration 14Q: 3 clusters Score -393685.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -393724.468750 Penalty: 2691.807129
	Iteration 15Q: 3 clusters Score -393724.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -393772.593750 Penalty: 2691.807129
	Iteration 16Q: 3 clusters Score -393772.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -393835.156250 Penalty: 2691.807129
	Iteration 17Q: 3 clusters Score -393835.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -393907.687500 Penalty: 2691.807129
	Iteration 18Q: 3 clusters Score -393907.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -393958.781250 Penalty: 2691.807129
	Iteration 19Q: 3 clusters Score -393958.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -393987.906250 Penalty: 2691.807129
	Iteration 20F: 3 clusters Score -393987.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -394008.312500 Penalty: 2691.807129
	Iteration 21Q: 3 clusters Score -394008.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -394023.093750 Penalty: 2691.807129
	Iteration 22Q: 3 clusters Score -394023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -394030.468750 Penalty: 2691.807129
	Iteration 23Q: 3 clusters Score -394030.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -394038.093750 Penalty: 2691.807129
	Iteration 24Q: 3 clusters Score -394038.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -394048.593750 Penalty: 2691.807129
	Iteration 25Q: 3 clusters Score -394048.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -394058.625000 Penalty: 2691.807129
	Iteration 26Q: 3 clusters Score -394058.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -394064.375000 Penalty: 2691.807129
	Iteration 27Q: 3 clusters Score -394064.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -394070.750000 Penalty: 2691.807129
	Iteration 28Q: 3 clusters Score -394070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -394073.312500 Penalty: 2691.807129
	Iteration 29Q: 3 clusters Score -394073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -394074.750000 Penalty: 2691.807129
	Iteration 30Q: 3 clusters Score -394074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -394077.000000 Penalty: 2691.807129
	Iteration 31Q: 3 clusters Score -394077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -394077.593750 Penalty: 2691.807129
	Iteration 32Q: 3 clusters Score -394077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -394078.312500 Penalty: 2691.807129
	Iteration 33Q: 3 clusters Score -394078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -394080.937500 Penalty: 2691.807129
	Iteration 34Q: 3 clusters Score -394080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -394083.687500 Penalty: 2691.807129
	Iteration 35Q: 3 clusters Score -394083.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -394088.500000 Penalty: 2691.807129
	Iteration 36Q: 3 clusters Score -394088.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -394093.812500 Penalty: 2691.807129
	Iteration 37Q: 3 clusters Score -394093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -394096.531250 Penalty: 2691.807129
	Iteration 38Q: 3 clusters Score -394096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -394102.187500 Penalty: 2691.807129
	Iteration 39Q: 3 clusters Score -394102.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -394105.437500 Penalty: 2691.807129
	Iteration 40F: 3 clusters Score -394105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -394106.750000 Penalty: 2691.807129
	Iteration 41Q: 3 clusters Score -394106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -394109.375000 Penalty: 2691.807129
	Iteration 42Q: 3 clusters Score -394109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -394111.937500 Penalty: 2691.807129
	Iteration 43Q: 3 clusters Score -394111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -394113.750000 Penalty: 2691.807129
	Iteration 44Q: 3 clusters Score -394113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -394115.156250 Penalty: 2691.807129
	Iteration 45Q: 3 clusters Score -394115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -394116.875000 Penalty: 2691.807129
	Iteration 46Q: 3 clusters Score -394116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -394118.781250 Penalty: 2691.807129
	Iteration 47Q: 3 clusters Score -394118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -394120.125000 Penalty: 2691.807129
	Iteration 48Q: 3 clusters Score -394120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -394122.937500 Penalty: 2691.807129
	Iteration 49Q: 3 clusters Score -394122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -394123.656250 Penalty: 2691.807129
	Iteration 50Q: 3 clusters Score -394123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -394125.875000 Penalty: 2691.807129
	Iteration 51Q: 3 clusters Score -394125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -394126.218750 Penalty: 2691.807129
	Iteration 52Q: 3 clusters Score -394126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -394126.937500 Penalty: 2691.807129
	Iteration 53Q: 3 clusters Score -394126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -394128.000000 Penalty: 2691.807129
	Iteration 54Q: 3 clusters Score -394128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -394127.718750 Penalty: 2691.807129
	Iteration 55Q: 3 clusters Score -394127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -394128.625000 Penalty: 2691.807129
	Iteration 56Q: 3 clusters Score -394128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -394129.781250 Penalty: 2691.807129
	Iteration 57Q: 3 clusters Score -394129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -394130.750000 Penalty: 2691.807129
	Iteration 58Q: 3 clusters Score -394130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -394132.343750 Penalty: 2691.807129
	Iteration 59Q: 3 clusters Score -394132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -394133.656250 Penalty: 2691.807129
	Iteration 60F: 3 clusters Score -394133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -394133.781250 Penalty: 2691.807129
	Iteration 61Q: 3 clusters Score -394133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -394134.187500 Penalty: 2691.807129
	Iteration 62Q: 3 clusters Score -394134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -394134.593750 Penalty: 2691.807129
	Iteration 63Q: 3 clusters Score -394134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -394139.343750 Penalty: 2691.807129
	Iteration 64Q: 3 clusters Score -394139.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -394143.187500 Penalty: 2691.807129
	Iteration 65Q: 3 clusters Score -394143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -394145.531250 Penalty: 2691.807129
	Iteration 66Q: 3 clusters Score -394145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -394146.781250 Penalty: 2691.807129
	Iteration 67Q: 3 clusters Score -394146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -394147.531250 Penalty: 2691.807129
	Iteration 68Q: 3 clusters Score -394147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -394148.468750 Penalty: 2691.807129
	Iteration 69Q: 3 clusters Score -394148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -394148.468750 Penalty: 2691.807129
	Iteration 70F: 3 clusters Score -394148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Entering Unmasked Estep 
Score: -762943.187500 Penalty: 1458.272461
	Iteration 0F: 2 clusters Score -762943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -757249.562500 Penalty: 2916.544922
	Iteration 0F: 3 clusters Score -757249.6 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -760105.875000 Penalty: 2916.544922
	Iteration 1F: 3 clusters Score -760105.9 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -761445.437500 Penalty: 2916.544922
	Iteration 2F: 3 clusters Score -761445.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -762357.187500 Penalty: 2916.544922
	Iteration 3F: 3 clusters Score -762357.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -762933.687500 Penalty: 2916.544922
	Iteration 4F: 3 clusters Score -762933.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -763283.562500 Penalty: 2916.544922
	Iteration 5F: 3 clusters Score -763283.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -763548.937500 Penalty: 2916.544922
	Iteration 6Q: 3 clusters Score -763548.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -763758.187500 Penalty: 2916.544922
	Iteration 7Q: 3 clusters Score -763758.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -763930.187500 Penalty: 2916.544922
	Iteration 8Q: 3 clusters Score -763930.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -764107.875000 Penalty: 2916.544922
	Iteration 9Q: 3 clusters Score -764107.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -764287.562500 Penalty: 2916.544922
	Iteration 10Q: 3 clusters Score -764287.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -764402.875000 Penalty: 2916.544922
	Iteration 11Q: 3 clusters Score -764402.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -764454.437500 Penalty: 2916.544922
	Iteration 12Q: 3 clusters Score -764454.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -764477.687500 Penalty: 2916.544922
	Iteration 13Q: 3 clusters Score -764477.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -764488.750000 Penalty: 2916.544922
	Iteration 14Q: 3 clusters Score -764488.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -764496.375000 Penalty: 2916.544922
	Iteration 15Q: 3 clusters Score -764496.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -764501.437500 Penalty: 2916.544922
	Iteration 16Q: 3 clusters Score -764501.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -764505.000000 Penalty: 2916.544922
	Iteration 17Q: 3 clusters Score -764505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -764507.500000 Penalty: 2916.544922
	Iteration 18Q: 3 clusters Score -764507.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -764509.687500 Penalty: 2916.544922
	Iteration 19Q: 3 clusters Score -764509.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -764510.312500 Penalty: 2916.544922
	Iteration 20F: 3 clusters Score -764510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -764512.000000 Penalty: 2916.544922
	Iteration 21Q: 3 clusters Score -764512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -764512.312500 Penalty: 2916.544922
	Iteration 22Q: 3 clusters Score -764512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -764511.125000 Penalty: 2916.544922
	Iteration 23Q: 3 clusters Score -764511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -764511.062500 Penalty: 2916.544922
	Iteration 24Q: 3 clusters Score -764511.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -764514.687500 Penalty: 2916.544922
	Iteration 25Q: 3 clusters Score -764514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -764514.437500 Penalty: 2916.544922
	Iteration 26Q: 3 clusters Score -764514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -764515.000000 Penalty: 2916.544922
	Iteration 27Q: 3 clusters Score -764515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -764515.125000 Penalty: 2916.544922
	Iteration 28Q: 3 clusters Score -764515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -764515.250000 Penalty: 2916.544922
	Iteration 29Q: 3 clusters Score -764515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -764518.312500 Penalty: 2916.544922
	Iteration 30Q: 3 clusters Score -764518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -764516.625000 Penalty: 2916.544922
	Iteration 31Q: 3 clusters Score -764516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -764516.875000 Penalty: 2916.544922
	Iteration 32Q: 3 clusters Score -764516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -764516.875000 Penalty: 2916.544922
	Iteration 33Q: 3 clusters Score -764516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -764518.125000 Penalty: 2916.544922
	Iteration 34Q: 3 clusters Score -764518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -764518.500000 Penalty: 2916.544922
	Iteration 35Q: 3 clusters Score -764518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -764519.625000 Penalty: 2916.544922
	Iteration 36Q: 3 clusters Score -764519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -764521.937500 Penalty: 2916.544922
	Iteration 37Q: 3 clusters Score -764521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -764521.312500 Penalty: 2916.544922
	Iteration 38Q: 3 clusters Score -764521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -764522.687500 Penalty: 2916.544922
	Iteration 39Q: 3 clusters Score -764522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -764523.187500 Penalty: 2916.544922
	Iteration 40F: 3 clusters Score -764523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 8300 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 8227 members 
Mstep: Class 32 contains 3826 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 4986 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Mstep: Class 42 contains 2582 members 
Mstep: Class 43 contains 8146 members 
Mstep: Class 44 contains 3708 members 
Mstep: Class 45 contains 32041 members 
Mstep: Class 46 contains 2909 members 
Entering Unmasked Estep 
Score: -154020560.000000 Penalty: 106475.343750
Splitting cluster 35 changes total score from -154017808.000000 to -154020560.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 36 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -597935.937500 Penalty: 1422.679321
	Iteration 0F: 2 clusters Score -597935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -593197.937500 Penalty: 2845.358643
	Iteration 0F: 3 clusters Score -593197.9 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -595898.625000 Penalty: 2845.358643
	Iteration 1F: 3 clusters Score -595898.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -598234.062500 Penalty: 2845.358643
	Iteration 2F: 3 clusters Score -598234.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -600687.812500 Penalty: 2845.358643
	Iteration 3F: 3 clusters Score -600687.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -601384.750000 Penalty: 2845.358643
	Iteration 4F: 3 clusters Score -601384.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -601577.812500 Penalty: 2845.358643
	Iteration 5Q: 3 clusters Score -601577.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -601646.000000 Penalty: 2845.358643
	Iteration 6Q: 3 clusters Score -601646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -601679.625000 Penalty: 2845.358643
	Iteration 7Q: 3 clusters Score -601679.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -601698.125000 Penalty: 2845.358643
	Iteration 8Q: 3 clusters Score -601698.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -601706.875000 Penalty: 2845.358643
	Iteration 9Q: 3 clusters Score -601706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -601710.000000 Penalty: 2845.358643
	Iteration 10Q: 3 clusters Score -601710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -601711.625000 Penalty: 2845.358643
	Iteration 11Q: 3 clusters Score -601711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -601711.437500 Penalty: 2845.358643
	Iteration 12Q: 3 clusters Score -601711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -601712.500000 Penalty: 2845.358643
	Iteration 13Q: 3 clusters Score -601712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -601712.187500 Penalty: 2845.358643
	Iteration 14Q: 3 clusters Score -601712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -601712.187500 Penalty: 2845.358643
	Iteration 15F: 3 clusters Score -601712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 8300 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 8227 members 
Mstep: Class 32 contains 3826 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 4986 members 
Mstep: Class 36 contains 4231 members 
Mstep: Class 37 contains 4960 members 
Mstep: Class 38 contains 15665 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 2778 members 
Mstep: Class 41 contains 12235 members 
Mstep: Class 42 contains 2582 members 
Mstep: Class 43 contains 8146 members 
Mstep: Class 44 contains 3708 members 
Mstep: Class 45 contains 32041 members 
Mstep: Class 46 contains 2909 members 
Mstep: Class 47 contains 2111 members 
Entering Unmasked Estep 
Score: -154023616.000000 Penalty: 108790.023438
Splitting cluster 36 changes total score from -154017808.000000 to -154023616.000000
So it's getting split into cluster 47.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 10806 members 
Mstep: Class 6 contains 8127 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 80576 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 11 contains 27336 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 32238 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 66561 members 
Mstep: Class 19 contains 169902 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 107423 members 
Mstep: Class 22 contains 101552 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 38889 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 17565 members 
Mstep: Class 27 contains 8300 members 
Mstep: Class 28 contains 185454 members 
Mstep: Class 29 contains 10709 members 
Mstep: Class 30 contains 30673 members 
Mstep: Class 31 contains 8227 members 
Mstep: Class 32 contains 3826 members 
Mstep: Class 33 contains 30574 members 
Mstep: Class 34 contains 3954 members 
Mstep: Class 35 contains 4986 members 
Mstep: Class 36 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154031472.000000 Penalty: 108790.023438
Iteration 79Q: 48 clusters Score -1.540315e+08 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 12888 members 
Mstep: Class 5 contains 10851 members 
Mstep: Class 6 contains 8189 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 80616 members 
Mstep: Class 9 contains 4378 members 
Mstep: Class 10 contains 70849 members 
Mstep: Class 11 contains 27178 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 9213 members 
Mstep: Class 15 contains 33072 members 
Mstep: Class 16 contains 32535 members 
Mstep: Class 17 contains 128884 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 170001 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 107117 members 
Mstep: Class 22 contains 101624 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 38763 members 
Mstep: Class 25 contains 155639 members 
Mstep: Class 26 contains 17446 members 
Mstep: Class 27 contains 8718 members 
Mstep: Class 28 contains 185320 members 
Mstep: Class 29 contains 10691 members 
Mstep: Class 30 contains 30914 members 
Mstep: Class 31 contains 8444 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 30234 members 
Mstep: Class 34 contains 3898 members 
Mstep: Class 35 contains 5026 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 4671 members 
Mstep: Class 38 contains 15031 members 
Mstep: Class 39 contains 7603 members 
Mstep: Class 40 contains 2739 members 
Mstep: Class 41 contains 11968 members 
Mstep: Class 42 contains 2361 members 
Mstep: Class 43 contains 7863 members 
Mstep: Class 44 contains 3675 members 
Mstep: Class 45 contains 31000 members 
Mstep: Class 46 contains 2889 members 
Mstep: Class 47 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154038080.000000 Penalty: 108790.023438
Iteration 80F: 48 clusters Score -1.540381e+08 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 12788 members 
Mstep: Class 5 contains 10848 members 
Mstep: Class 6 contains 8194 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 80638 members 
Mstep: Class 9 contains 4412 members 
Mstep: Class 10 contains 70890 members 
Mstep: Class 11 contains 27045 members 
Mstep: Class 12 contains 3654 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 14 contains 9191 members 
Mstep: Class 15 contains 32976 members 
Mstep: Class 16 contains 32370 members 
Mstep: Class 17 contains 128936 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 170088 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 21 contains 106396 members 
Mstep: Class 22 contains 101710 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 38586 members 
Mstep: Class 25 contains 155282 members 
Mstep: Class 26 contains 17310 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 185208 members 
Mstep: Class 29 contains 10604 members 
Mstep: Class 30 contains 30780 members 
Mstep: Class 31 contains 8421 members 
Mstep: Class 32 contains 4668 members 
Mstep: Class 33 contains 30087 members 
Mstep: Class 34 contains 3863 members 
Mstep: Class 35 contains 4991 members 
Mstep: Class 36 contains 4370 members 
Mstep: Class 37 contains 4845 members 
Mstep: Class 38 contains 15351 members 
Mstep: Class 39 contains 7729 members 
Mstep: Class 40 contains 3136 members 
Mstep: Class 41 contains 12556 members 
Mstep: Class 42 contains 2572 members 
Mstep: Class 43 contains 7859 members 
Mstep: Class 44 contains 3733 members 
Mstep: Class 45 contains 30889 members 
Mstep: Class 46 contains 2988 members 
Mstep: Class 47 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154040128.000000 Penalty: 108790.023438
Iteration 81Q: 48 clusters Score -1.540401e+08 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 12770 members 
Mstep: Class 5 contains 10845 members 
Mstep: Class 6 contains 8221 members 
Mstep: Class 7 contains 14323 members 
Mstep: Class 8 contains 80648 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 70919 members 
Mstep: Class 11 contains 26967 members 
Mstep: Class 12 contains 3640 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 32883 members 
Mstep: Class 16 contains 32260 members 
Mstep: Class 17 contains 128962 members 
Mstep: Class 18 contains 66633 members 
Mstep: Class 19 contains 170113 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 105771 members 
Mstep: Class 22 contains 101786 members 
Mstep: Class 23 contains 1931 members 
Mstep: Class 24 contains 38522 members 
Mstep: Class 25 contains 155136 members 
Mstep: Class 26 contains 17168 members 
Mstep: Class 27 contains 8682 members 
Mstep: Class 28 contains 185097 members 
Mstep: Class 29 contains 10556 members 
Mstep: Class 30 contains 30660 members 
Mstep: Class 31 contains 8338 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 30019 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 4964 members 
Mstep: Class 36 contains 4317 members 
Mstep: Class 37 contains 4890 members 
Mstep: Class 38 contains 15496 members 
Mstep: Class 39 contains 7863 members 
Mstep: Class 40 contains 3374 members 
Mstep: Class 41 contains 13056 members 
Mstep: Class 42 contains 2686 members 
Mstep: Class 43 contains 7866 members 
Mstep: Class 44 contains 3804 members 
Mstep: Class 45 contains 30732 members 
Mstep: Class 46 contains 3075 members 
Mstep: Class 47 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154042032.000000 Penalty: 108790.023438
Iteration 82Q: 48 clusters Score -1.54042e+08 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 10866 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 14379 members 
Mstep: Class 8 contains 80653 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 70910 members 
Mstep: Class 11 contains 26917 members 
Mstep: Class 12 contains 3628 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 9161 members 
Mstep: Class 15 contains 32802 members 
Mstep: Class 16 contains 32172 members 
Mstep: Class 17 contains 128988 members 
Mstep: Class 18 contains 66653 members 
Mstep: Class 19 contains 170101 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 105246 members 
Mstep: Class 22 contains 101841 members 
Mstep: Class 23 contains 1932 members 
Mstep: Class 24 contains 38484 members 
Mstep: Class 25 contains 155066 members 
Mstep: Class 26 contains 17050 members 
Mstep: Class 27 contains 8649 members 
Mstep: Class 28 contains 185000 members 
Mstep: Class 29 contains 10538 members 
Mstep: Class 30 contains 30619 members 
Mstep: Class 31 contains 8248 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 29944 members 
Mstep: Class 34 contains 3767 members 
Mstep: Class 35 contains 4945 members 
Mstep: Class 36 contains 4260 members 
Mstep: Class 37 contains 4908 members 
Mstep: Class 38 contains 15570 members 
Mstep: Class 39 contains 8000 members 
Mstep: Class 40 contains 3553 members 
Mstep: Class 41 contains 13554 members 
Mstep: Class 42 contains 2755 members 
Mstep: Class 43 contains 7891 members 
Mstep: Class 44 contains 3872 members 
Mstep: Class 45 contains 30561 members 
Mstep: Class 46 contains 3143 members 
Mstep: Class 47 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154042944.000000 Penalty: 108790.023438
Iteration 83Q: 48 clusters Score -1.540429e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 12760 members 
Mstep: Class 5 contains 10908 members 
Mstep: Class 6 contains 8240 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 80654 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 70904 members 
Mstep: Class 11 contains 26877 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 3856 members 
Mstep: Class 14 contains 9127 members 
Mstep: Class 15 contains 32729 members 
Mstep: Class 16 contains 32097 members 
Mstep: Class 17 contains 129002 members 
Mstep: Class 18 contains 66660 members 
Mstep: Class 19 contains 170041 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 104721 members 
Mstep: Class 22 contains 101928 members 
Mstep: Class 23 contains 1910 members 
Mstep: Class 24 contains 38450 members 
Mstep: Class 25 contains 155037 members 
Mstep: Class 26 contains 16927 members 
Mstep: Class 27 contains 8608 members 
Mstep: Class 28 contains 184987 members 
Mstep: Class 29 contains 10533 members 
Mstep: Class 30 contains 30563 members 
Mstep: Class 31 contains 8179 members 
Mstep: Class 32 contains 5390 members 
Mstep: Class 33 contains 29843 members 
Mstep: Class 34 contains 3726 members 
Mstep: Class 35 contains 4936 members 
Mstep: Class 36 contains 4214 members 
Mstep: Class 37 contains 4913 members 
Mstep: Class 38 contains 15610 members 
Mstep: Class 39 contains 8160 members 
Mstep: Class 40 contains 3691 members 
Mstep: Class 41 contains 14052 members 
Mstep: Class 42 contains 2825 members 
Mstep: Class 43 contains 7919 members 
Mstep: Class 44 contains 3946 members 
Mstep: Class 45 contains 30401 members 
Mstep: Class 46 contains 3202 members 
Mstep: Class 47 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154044336.000000 Penalty: 108790.023438
Iteration 84Q: 48 clusters Score -1.540443e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 12766 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 8237 members 
Mstep: Class 7 contains 14469 members 
Mstep: Class 8 contains 80654 members 
Mstep: Class 9 contains 4586 members 
Mstep: Class 10 contains 70920 members 
Mstep: Class 11 contains 26866 members 
Mstep: Class 12 contains 3605 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 32650 members 
Mstep: Class 16 contains 31997 members 
Mstep: Class 17 contains 129034 members 
Mstep: Class 18 contains 66654 members 
Mstep: Class 19 contains 169958 members 
Mstep: Class 20 contains 2070 members 
Mstep: Class 21 contains 104217 members 
Mstep: Class 22 contains 101959 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 38424 members 
Mstep: Class 25 contains 155049 members 
Mstep: Class 26 contains 16830 members 
Mstep: Class 27 contains 8554 members 
Mstep: Class 28 contains 185050 members 
Mstep: Class 29 contains 10542 members 
Mstep: Class 30 contains 30528 members 
Mstep: Class 31 contains 8109 members 
Mstep: Class 32 contains 5604 members 
Mstep: Class 33 contains 29750 members 
Mstep: Class 34 contains 3678 members 
Mstep: Class 35 contains 4920 members 
Mstep: Class 36 contains 4183 members 
Mstep: Class 37 contains 4910 members 
Mstep: Class 38 contains 15624 members 
Mstep: Class 39 contains 8348 members 
Mstep: Class 40 contains 3786 members 
Mstep: Class 41 contains 14523 members 
Mstep: Class 42 contains 2870 members 
Mstep: Class 43 contains 7956 members 
Mstep: Class 44 contains 4013 members 
Mstep: Class 45 contains 30230 members 
Mstep: Class 46 contains 3263 members 
Mstep: Class 47 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154044992.000000 Penalty: 108790.023438
Iteration 85Q: 48 clusters Score -1.54045e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 10984 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 14508 members 
Mstep: Class 8 contains 80659 members 
Mstep: Class 9 contains 4601 members 
Mstep: Class 10 contains 70930 members 
Mstep: Class 11 contains 26873 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 9077 members 
Mstep: Class 15 contains 32577 members 
Mstep: Class 16 contains 31893 members 
Mstep: Class 17 contains 129104 members 
Mstep: Class 18 contains 66673 members 
Mstep: Class 19 contains 169851 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 103707 members 
Mstep: Class 22 contains 102016 members 
Mstep: Class 23 contains 1889 members 
Mstep: Class 24 contains 38432 members 
Mstep: Class 25 contains 155098 members 
Mstep: Class 26 contains 16719 members 
Mstep: Class 27 contains 8494 members 
Mstep: Class 28 contains 185111 members 
Mstep: Class 29 contains 10562 members 
Mstep: Class 30 contains 30471 members 
Mstep: Class 31 contains 8032 members 
Mstep: Class 32 contains 5801 members 
Mstep: Class 33 contains 29653 members 
Mstep: Class 34 contains 3631 members 
Mstep: Class 35 contains 4910 members 
Mstep: Class 36 contains 4145 members 
Mstep: Class 37 contains 4911 members 
Mstep: Class 38 contains 15613 members 
Mstep: Class 39 contains 8539 members 
Mstep: Class 40 contains 3901 members 
Mstep: Class 41 contains 14991 members 
Mstep: Class 42 contains 2896 members 
Mstep: Class 43 contains 7975 members 
Mstep: Class 44 contains 4069 members 
Mstep: Class 45 contains 30052 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154045424.000000 Penalty: 108790.023438
Iteration 86Q: 48 clusters Score -1.540454e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 12815 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 8232 members 
Mstep: Class 7 contains 14515 members 
Mstep: Class 8 contains 80657 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 70925 members 
Mstep: Class 11 contains 26897 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 9060 members 
Mstep: Class 15 contains 32512 members 
Mstep: Class 16 contains 31820 members 
Mstep: Class 17 contains 129189 members 
Mstep: Class 18 contains 66684 members 
Mstep: Class 19 contains 169744 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 103214 members 
Mstep: Class 22 contains 102049 members 
Mstep: Class 23 contains 1883 members 
Mstep: Class 24 contains 38436 members 
Mstep: Class 25 contains 155124 members 
Mstep: Class 26 contains 16626 members 
Mstep: Class 27 contains 8450 members 
Mstep: Class 28 contains 185171 members 
Mstep: Class 29 contains 10579 members 
Mstep: Class 30 contains 30420 members 
Mstep: Class 31 contains 7958 members 
Mstep: Class 32 contains 5958 members 
Mstep: Class 33 contains 29537 members 
Mstep: Class 34 contains 3613 members 
Mstep: Class 35 contains 4912 members 
Mstep: Class 36 contains 4131 members 
Mstep: Class 37 contains 4899 members 
Mstep: Class 38 contains 15606 members 
Mstep: Class 39 contains 8729 members 
Mstep: Class 40 contains 4010 members 
Mstep: Class 41 contains 15428 members 
Mstep: Class 42 contains 2905 members 
Mstep: Class 43 contains 7998 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 29895 members 
Mstep: Class 46 contains 3330 members 
Mstep: Class 47 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154046336.000000 Penalty: 108790.023438
Iteration 87Q: 48 clusters Score -1.540463e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 12827 members 
Mstep: Class 5 contains 11038 members 
Mstep: Class 6 contains 8227 members 
Mstep: Class 7 contains 14536 members 
Mstep: Class 8 contains 80656 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 70912 members 
Mstep: Class 11 contains 26940 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 32455 members 
Mstep: Class 16 contains 31736 members 
Mstep: Class 17 contains 129251 members 
Mstep: Class 18 contains 66682 members 
Mstep: Class 19 contains 169663 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 102759 members 
Mstep: Class 22 contains 102063 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 38447 members 
Mstep: Class 25 contains 155157 members 
Mstep: Class 26 contains 16536 members 
Mstep: Class 27 contains 8408 members 
Mstep: Class 28 contains 185229 members 
Mstep: Class 29 contains 10578 members 
Mstep: Class 30 contains 30356 members 
Mstep: Class 31 contains 7894 members 
Mstep: Class 32 contains 6097 members 
Mstep: Class 33 contains 29446 members 
Mstep: Class 34 contains 3604 members 
Mstep: Class 35 contains 4914 members 
Mstep: Class 36 contains 4131 members 
Mstep: Class 37 contains 4891 members 
Mstep: Class 38 contains 15591 members 
Mstep: Class 39 contains 8897 members 
Mstep: Class 40 contains 4127 members 
Mstep: Class 41 contains 15831 members 
Mstep: Class 42 contains 2912 members 
Mstep: Class 43 contains 8017 members 
Mstep: Class 44 contains 4174 members 
Mstep: Class 45 contains 29783 members 
Mstep: Class 46 contains 3350 members 
Mstep: Class 47 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154046752.000000 Penalty: 108790.023438
Iteration 88Q: 48 clusters Score -1.540468e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 12819 members 
Mstep: Class 5 contains 11073 members 
Mstep: Class 6 contains 8231 members 
Mstep: Class 7 contains 14550 members 
Mstep: Class 8 contains 80645 members 
Mstep: Class 9 contains 4687 members 
Mstep: Class 10 contains 70915 members 
Mstep: Class 11 contains 26974 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 9056 members 
Mstep: Class 15 contains 32412 members 
Mstep: Class 16 contains 31694 members 
Mstep: Class 17 contains 129313 members 
Mstep: Class 18 contains 66669 members 
Mstep: Class 19 contains 169605 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 102394 members 
Mstep: Class 22 contains 102074 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 38437 members 
Mstep: Class 25 contains 155177 members 
Mstep: Class 26 contains 16449 members 
Mstep: Class 27 contains 8365 members 
Mstep: Class 28 contains 185287 members 
Mstep: Class 29 contains 10576 members 
Mstep: Class 30 contains 30299 members 
Mstep: Class 31 contains 7851 members 
Mstep: Class 32 contains 6239 members 
Mstep: Class 33 contains 29338 members 
Mstep: Class 34 contains 3592 members 
Mstep: Class 35 contains 4910 members 
Mstep: Class 36 contains 4126 members 
Mstep: Class 37 contains 4866 members 
Mstep: Class 38 contains 15566 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 4238 members 
Mstep: Class 41 contains 16174 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 8049 members 
Mstep: Class 44 contains 4209 members 
Mstep: Class 45 contains 29656 members 
Mstep: Class 46 contains 3374 members 
Mstep: Class 47 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154046704.000000 Penalty: 108790.023438
Iteration 89Q: 48 clusters Score -1.540467e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 12807 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 8232 members 
Mstep: Class 7 contains 14565 members 
Mstep: Class 8 contains 80643 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 10 contains 70896 members 
Mstep: Class 11 contains 27019 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 32362 members 
Mstep: Class 16 contains 31689 members 
Mstep: Class 17 contains 129346 members 
Mstep: Class 18 contains 66656 members 
Mstep: Class 19 contains 169565 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 102061 members 
Mstep: Class 22 contains 102081 members 
Mstep: Class 23 contains 1869 members 
Mstep: Class 24 contains 38429 members 
Mstep: Class 25 contains 155188 members 
Mstep: Class 26 contains 16367 members 
Mstep: Class 27 contains 8324 members 
Mstep: Class 28 contains 185377 members 
Mstep: Class 29 contains 10557 members 
Mstep: Class 30 contains 30246 members 
Mstep: Class 31 contains 7812 members 
Mstep: Class 32 contains 6365 members 
Mstep: Class 33 contains 29201 members 
Mstep: Class 34 contains 3583 members 
Mstep: Class 35 contains 4912 members 
Mstep: Class 36 contains 4125 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 15557 members 
Mstep: Class 39 contains 9165 members 
Mstep: Class 40 contains 4363 members 
Mstep: Class 41 contains 16470 members 
Mstep: Class 42 contains 2929 members 
Mstep: Class 43 contains 8052 members 
Mstep: Class 44 contains 4246 members 
Mstep: Class 45 contains 29540 members 
Mstep: Class 46 contains 3383 members 
Mstep: Class 47 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154046912.000000 Penalty: 108790.023438
Iteration 90Q: 48 clusters Score -1.540469e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 12809 members 
Mstep: Class 5 contains 11132 members 
Mstep: Class 6 contains 8231 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 80648 members 
Mstep: Class 9 contains 4735 members 
Mstep: Class 10 contains 70881 members 
Mstep: Class 11 contains 27058 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 9077 members 
Mstep: Class 15 contains 32335 members 
Mstep: Class 16 contains 31683 members 
Mstep: Class 17 contains 129360 members 
Mstep: Class 18 contains 66643 members 
Mstep: Class 19 contains 169555 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 101777 members 
Mstep: Class 22 contains 102088 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 38414 members 
Mstep: Class 25 contains 155212 members 
Mstep: Class 26 contains 16284 members 
Mstep: Class 27 contains 8283 members 
Mstep: Class 28 contains 185434 members 
Mstep: Class 29 contains 10541 members 
Mstep: Class 30 contains 30184 members 
Mstep: Class 31 contains 7764 members 
Mstep: Class 32 contains 6497 members 
Mstep: Class 33 contains 29089 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 4916 members 
Mstep: Class 36 contains 4123 members 
Mstep: Class 37 contains 4826 members 
Mstep: Class 38 contains 15544 members 
Mstep: Class 39 contains 9307 members 
Mstep: Class 40 contains 4463 members 
Mstep: Class 41 contains 16710 members 
Mstep: Class 42 contains 2939 members 
Mstep: Class 43 contains 8067 members 
Mstep: Class 44 contains 4288 members 
Mstep: Class 45 contains 29423 members 
Mstep: Class 46 contains 3387 members 
Mstep: Class 47 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154046768.000000 Penalty: 108790.023438
Iteration 91Q: 48 clusters Score -1.540468e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 7477 members 
Mstep: Class 4 contains 12803 members 
Mstep: Class 5 contains 11161 members 
Mstep: Class 6 contains 8247 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 80649 members 
Mstep: Class 9 contains 4746 members 
Mstep: Class 10 contains 70861 members 
Mstep: Class 11 contains 27092 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 9071 members 
Mstep: Class 15 contains 32307 members 
Mstep: Class 16 contains 31692 members 
Mstep: Class 17 contains 129388 members 
Mstep: Class 18 contains 66638 members 
Mstep: Class 19 contains 169547 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 21 contains 101536 members 
Mstep: Class 22 contains 102089 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 38407 members 
Mstep: Class 25 contains 155219 members 
Mstep: Class 26 contains 16206 members 
Mstep: Class 27 contains 8239 members 
Mstep: Class 28 contains 185489 members 
Mstep: Class 29 contains 10522 members 
Mstep: Class 30 contains 30154 members 
Mstep: Class 31 contains 7706 members 
Mstep: Class 32 contains 6612 members 
Mstep: Class 33 contains 28948 members 
Mstep: Class 34 contains 3553 members 
Mstep: Class 35 contains 4917 members 
Mstep: Class 36 contains 4124 members 
Mstep: Class 37 contains 4807 members 
Mstep: Class 38 contains 15541 members 
Mstep: Class 39 contains 9451 members 
Mstep: Class 40 contains 4540 members 
Mstep: Class 41 contains 16923 members 
Mstep: Class 42 contains 2947 members 
Mstep: Class 43 contains 8091 members 
Mstep: Class 44 contains 4341 members 
Mstep: Class 45 contains 29310 members 
Mstep: Class 46 contains 3395 members 
Mstep: Class 47 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047312.000000 Penalty: 108790.023438
Iteration 92Q: 48 clusters Score -1.540473e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 12793 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 8254 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 80665 members 
Mstep: Class 9 contains 4760 members 
Mstep: Class 10 contains 70852 members 
Mstep: Class 11 contains 27137 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 9073 members 
Mstep: Class 15 contains 32287 members 
Mstep: Class 16 contains 31709 members 
Mstep: Class 17 contains 129428 members 
Mstep: Class 18 contains 66641 members 
Mstep: Class 19 contains 169532 members 
Mstep: Class 20 contains 1871 members 
Mstep: Class 21 contains 101316 members 
Mstep: Class 22 contains 102096 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38379 members 
Mstep: Class 25 contains 155215 members 
Mstep: Class 26 contains 16136 members 
Mstep: Class 27 contains 8215 members 
Mstep: Class 28 contains 185536 members 
Mstep: Class 29 contains 10500 members 
Mstep: Class 30 contains 30108 members 
Mstep: Class 31 contains 7656 members 
Mstep: Class 32 contains 6738 members 
Mstep: Class 33 contains 28806 members 
Mstep: Class 34 contains 3537 members 
Mstep: Class 35 contains 4916 members 
Mstep: Class 36 contains 4128 members 
Mstep: Class 37 contains 4787 members 
Mstep: Class 38 contains 15525 members 
Mstep: Class 39 contains 9581 members 
Mstep: Class 40 contains 4623 members 
Mstep: Class 41 contains 17107 members 
Mstep: Class 42 contains 2945 members 
Mstep: Class 43 contains 8094 members 
Mstep: Class 44 contains 4396 members 
Mstep: Class 45 contains 29184 members 
Mstep: Class 46 contains 3399 members 
Mstep: Class 47 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047360.000000 Penalty: 108790.023438
Iteration 93Q: 48 clusters Score -1.540474e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 12777 members 
Mstep: Class 5 contains 11232 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 14609 members 
Mstep: Class 8 contains 80677 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 70838 members 
Mstep: Class 11 contains 27190 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 32264 members 
Mstep: Class 16 contains 31754 members 
Mstep: Class 17 contains 129458 members 
Mstep: Class 18 contains 66641 members 
Mstep: Class 19 contains 169505 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 101116 members 
Mstep: Class 22 contains 102114 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38360 members 
Mstep: Class 25 contains 155235 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 8204 members 
Mstep: Class 28 contains 185559 members 
Mstep: Class 29 contains 10479 members 
Mstep: Class 30 contains 30056 members 
Mstep: Class 31 contains 7596 members 
Mstep: Class 32 contains 6853 members 
Mstep: Class 33 contains 28659 members 
Mstep: Class 34 contains 3529 members 
Mstep: Class 35 contains 4914 members 
Mstep: Class 36 contains 4133 members 
Mstep: Class 37 contains 4767 members 
Mstep: Class 38 contains 15514 members 
Mstep: Class 39 contains 9690 members 
Mstep: Class 40 contains 4668 members 
Mstep: Class 41 contains 17285 members 
Mstep: Class 42 contains 2943 members 
Mstep: Class 43 contains 8100 members 
Mstep: Class 44 contains 4460 members 
Mstep: Class 45 contains 29087 members 
Mstep: Class 46 contains 3405 members 
Mstep: Class 47 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047296.000000 Penalty: 108790.023438
Iteration 94Q: 48 clusters Score -1.540473e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 12771 members 
Mstep: Class 5 contains 11249 members 
Mstep: Class 6 contains 8283 members 
Mstep: Class 7 contains 14615 members 
Mstep: Class 8 contains 80679 members 
Mstep: Class 9 contains 4777 members 
Mstep: Class 10 contains 70827 members 
Mstep: Class 11 contains 27224 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 9077 members 
Mstep: Class 15 contains 32242 members 
Mstep: Class 16 contains 31789 members 
Mstep: Class 17 contains 129477 members 
Mstep: Class 18 contains 66645 members 
Mstep: Class 19 contains 169473 members 
Mstep: Class 20 contains 1855 members 
Mstep: Class 21 contains 100926 members 
Mstep: Class 22 contains 102133 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38352 members 
Mstep: Class 25 contains 155252 members 
Mstep: Class 26 contains 15996 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 185573 members 
Mstep: Class 29 contains 10453 members 
Mstep: Class 30 contains 30020 members 
Mstep: Class 31 contains 7527 members 
Mstep: Class 32 contains 6977 members 
Mstep: Class 33 contains 28532 members 
Mstep: Class 34 contains 3528 members 
Mstep: Class 35 contains 4924 members 
Mstep: Class 36 contains 4138 members 
Mstep: Class 37 contains 4734 members 
Mstep: Class 38 contains 15506 members 
Mstep: Class 39 contains 9803 members 
Mstep: Class 40 contains 4714 members 
Mstep: Class 41 contains 17459 members 
Mstep: Class 42 contains 2943 members 
Mstep: Class 43 contains 8122 members 
Mstep: Class 44 contains 4530 members 
Mstep: Class 45 contains 28999 members 
Mstep: Class 46 contains 3410 members 
Mstep: Class 47 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047392.000000 Penalty: 108790.023438
Iteration 95Q: 48 clusters Score -1.540474e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7479 members 
Mstep: Class 4 contains 12761 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 80689 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 70820 members 
Mstep: Class 11 contains 27276 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 9086 members 
Mstep: Class 15 contains 32219 members 
Mstep: Class 16 contains 31809 members 
Mstep: Class 17 contains 129511 members 
Mstep: Class 18 contains 66638 members 
Mstep: Class 19 contains 169438 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 100734 members 
Mstep: Class 22 contains 102140 members 
Mstep: Class 23 contains 1868 members 
Mstep: Class 24 contains 38334 members 
Mstep: Class 25 contains 155289 members 
Mstep: Class 26 contains 15948 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 185612 members 
Mstep: Class 29 contains 10426 members 
Mstep: Class 30 contains 29991 members 
Mstep: Class 31 contains 7447 members 
Mstep: Class 32 contains 7099 members 
Mstep: Class 33 contains 28398 members 
Mstep: Class 34 contains 3522 members 
Mstep: Class 35 contains 4930 members 
Mstep: Class 36 contains 4141 members 
Mstep: Class 37 contains 4717 members 
Mstep: Class 38 contains 15505 members 
Mstep: Class 39 contains 9915 members 
Mstep: Class 40 contains 4752 members 
Mstep: Class 41 contains 17612 members 
Mstep: Class 42 contains 2946 members 
Mstep: Class 43 contains 8136 members 
Mstep: Class 44 contains 4612 members 
Mstep: Class 45 contains 28911 members 
Mstep: Class 46 contains 3415 members 
Mstep: Class 47 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047456.000000 Penalty: 108790.023438
Iteration 96Q: 48 clusters Score -1.540475e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 14615 members 
Mstep: Class 8 contains 80695 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 70814 members 
Mstep: Class 11 contains 27299 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 32195 members 
Mstep: Class 16 contains 31868 members 
Mstep: Class 17 contains 129518 members 
Mstep: Class 18 contains 66622 members 
Mstep: Class 19 contains 169425 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 100583 members 
Mstep: Class 22 contains 102148 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 38314 members 
Mstep: Class 25 contains 155318 members 
Mstep: Class 26 contains 15898 members 
Mstep: Class 27 contains 8144 members 
Mstep: Class 28 contains 185661 members 
Mstep: Class 29 contains 10416 members 
Mstep: Class 30 contains 29955 members 
Mstep: Class 31 contains 7397 members 
Mstep: Class 32 contains 7224 members 
Mstep: Class 33 contains 28259 members 
Mstep: Class 34 contains 3513 members 
Mstep: Class 35 contains 4934 members 
Mstep: Class 36 contains 4131 members 
Mstep: Class 37 contains 4701 members 
Mstep: Class 38 contains 15491 members 
Mstep: Class 39 contains 10013 members 
Mstep: Class 40 contains 4813 members 
Mstep: Class 41 contains 17752 members 
Mstep: Class 42 contains 2942 members 
Mstep: Class 43 contains 8134 members 
Mstep: Class 44 contains 4677 members 
Mstep: Class 45 contains 28816 members 
Mstep: Class 46 contains 3417 members 
Mstep: Class 47 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047392.000000 Penalty: 108790.023438
Iteration 97Q: 48 clusters Score -1.540474e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 14617 members 
Mstep: Class 8 contains 80693 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 70797 members 
Mstep: Class 11 contains 27320 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 32164 members 
Mstep: Class 16 contains 31928 members 
Mstep: Class 17 contains 129542 members 
Mstep: Class 18 contains 66622 members 
Mstep: Class 19 contains 169407 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 100442 members 
Mstep: Class 22 contains 102159 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 38295 members 
Mstep: Class 25 contains 155333 members 
Mstep: Class 26 contains 15851 members 
Mstep: Class 27 contains 8116 members 
Mstep: Class 28 contains 185713 members 
Mstep: Class 29 contains 10407 members 
Mstep: Class 30 contains 29948 members 
Mstep: Class 31 contains 7341 members 
Mstep: Class 32 contains 7350 members 
Mstep: Class 33 contains 28111 members 
Mstep: Class 34 contains 3514 members 
Mstep: Class 35 contains 4941 members 
Mstep: Class 36 contains 4126 members 
Mstep: Class 37 contains 4697 members 
Mstep: Class 38 contains 15480 members 
Mstep: Class 39 contains 10098 members 
Mstep: Class 40 contains 4865 members 
Mstep: Class 41 contains 17889 members 
Mstep: Class 42 contains 2929 members 
Mstep: Class 43 contains 8141 members 
Mstep: Class 44 contains 4740 members 
Mstep: Class 45 contains 28716 members 
Mstep: Class 46 contains 3420 members 
Mstep: Class 47 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047168.000000 Penalty: 108790.023438
Iteration 98Q: 48 clusters Score -1.540472e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 11351 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 14615 members 
Mstep: Class 8 contains 80689 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 70790 members 
Mstep: Class 11 contains 27350 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 32133 members 
Mstep: Class 16 contains 32014 members 
Mstep: Class 17 contains 129553 members 
Mstep: Class 18 contains 66624 members 
Mstep: Class 19 contains 169384 members 
Mstep: Class 20 contains 1818 members 
Mstep: Class 21 contains 100301 members 
Mstep: Class 22 contains 102164 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 38269 members 
Mstep: Class 25 contains 155335 members 
Mstep: Class 26 contains 15808 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 185773 members 
Mstep: Class 29 contains 10394 members 
Mstep: Class 30 contains 29941 members 
Mstep: Class 31 contains 7301 members 
Mstep: Class 32 contains 7465 members 
Mstep: Class 33 contains 27953 members 
Mstep: Class 34 contains 3510 members 
Mstep: Class 35 contains 4947 members 
Mstep: Class 36 contains 4124 members 
Mstep: Class 37 contains 4689 members 
Mstep: Class 38 contains 15481 members 
Mstep: Class 39 contains 10171 members 
Mstep: Class 40 contains 4923 members 
Mstep: Class 41 contains 18020 members 
Mstep: Class 42 contains 2922 members 
Mstep: Class 43 contains 8141 members 
Mstep: Class 44 contains 4794 members 
Mstep: Class 45 contains 28620 members 
Mstep: Class 46 contains 3418 members 
Mstep: Class 47 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047136.000000 Penalty: 108790.023438
Iteration 99Q: 48 clusters Score -1.540471e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 12720 members 
Mstep: Class 5 contains 11382 members 
Mstep: Class 6 contains 8318 members 
Mstep: Class 7 contains 14611 members 
Mstep: Class 8 contains 80689 members 
Mstep: Class 9 contains 4820 members 
Mstep: Class 10 contains 70794 members 
Mstep: Class 11 contains 27364 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 32110 members 
Mstep: Class 16 contains 32099 members 
Mstep: Class 17 contains 129574 members 
Mstep: Class 18 contains 66626 members 
Mstep: Class 19 contains 169373 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 100175 members 
Mstep: Class 22 contains 102184 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 38243 members 
Mstep: Class 25 contains 155332 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 8072 members 
Mstep: Class 28 contains 185808 members 
Mstep: Class 29 contains 10381 members 
Mstep: Class 30 contains 29944 members 
Mstep: Class 31 contains 7270 members 
Mstep: Class 32 contains 7563 members 
Mstep: Class 33 contains 27795 members 
Mstep: Class 34 contains 3507 members 
Mstep: Class 35 contains 4956 members 
Mstep: Class 36 contains 4129 members 
Mstep: Class 37 contains 4682 members 
Mstep: Class 38 contains 15471 members 
Mstep: Class 39 contains 10240 members 
Mstep: Class 40 contains 4974 members 
Mstep: Class 41 contains 18142 members 
Mstep: Class 42 contains 2907 members 
Mstep: Class 43 contains 8130 members 
Mstep: Class 44 contains 4837 members 
Mstep: Class 45 contains 28543 members 
Mstep: Class 46 contains 3418 members 
Mstep: Class 47 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047472.000000 Penalty: 108790.023438
Iteration 100F: 48 clusters Score -1.540475e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7434 members 
Mstep: Class 4 contains 12711 members 
Mstep: Class 5 contains 11410 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 8 contains 80696 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 70793 members 
Mstep: Class 11 contains 27373 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 32100 members 
Mstep: Class 16 contains 32198 members 
Mstep: Class 17 contains 129594 members 
Mstep: Class 18 contains 66622 members 
Mstep: Class 19 contains 169350 members 
Mstep: Class 20 contains 1817 members 
Mstep: Class 21 contains 100070 members 
Mstep: Class 22 contains 102193 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 38215 members 
Mstep: Class 25 contains 155334 members 
Mstep: Class 26 contains 15711 members 
Mstep: Class 27 contains 8063 members 
Mstep: Class 28 contains 185818 members 
Mstep: Class 29 contains 10372 members 
Mstep: Class 30 contains 29927 members 
Mstep: Class 31 contains 7250 members 
Mstep: Class 32 contains 7644 members 
Mstep: Class 33 contains 27621 members 
Mstep: Class 34 contains 3506 members 
Mstep: Class 35 contains 4963 members 
Mstep: Class 36 contains 4135 members 
Mstep: Class 37 contains 4675 members 
Mstep: Class 38 contains 15470 members 
Mstep: Class 39 contains 10307 members 
Mstep: Class 40 contains 4982 members 
Mstep: Class 41 contains 18258 members 
Mstep: Class 42 contains 2898 members 
Mstep: Class 43 contains 8127 members 
Mstep: Class 44 contains 4868 members 
Mstep: Class 45 contains 28463 members 
Mstep: Class 46 contains 3454 members 
Mstep: Class 47 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154047856.000000 Penalty: 108790.023438
Iteration 101Q: 48 clusters Score -1.540479e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 11438 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 14616 members 
Mstep: Class 8 contains 80711 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27377 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 4795 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 32086 members 
Mstep: Class 16 contains 32335 members 
Mstep: Class 17 contains 129640 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 169318 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 99976 members 
Mstep: Class 22 contains 102184 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38195 members 
Mstep: Class 25 contains 155344 members 
Mstep: Class 26 contains 15674 members 
Mstep: Class 27 contains 8028 members 
Mstep: Class 28 contains 185856 members 
Mstep: Class 29 contains 10359 members 
Mstep: Class 30 contains 29907 members 
Mstep: Class 31 contains 7216 members 
Mstep: Class 32 contains 7717 members 
Mstep: Class 33 contains 27409 members 
Mstep: Class 34 contains 3509 members 
Mstep: Class 35 contains 4972 members 
Mstep: Class 36 contains 4138 members 
Mstep: Class 37 contains 4677 members 
Mstep: Class 38 contains 15466 members 
Mstep: Class 39 contains 10351 members 
Mstep: Class 40 contains 5028 members 
Mstep: Class 41 contains 18347 members 
Mstep: Class 42 contains 2896 members 
Mstep: Class 43 contains 8125 members 
Mstep: Class 44 contains 4901 members 
Mstep: Class 45 contains 28398 members 
Mstep: Class 46 contains 3476 members 
Mstep: Class 47 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154048240.000000 Penalty: 108790.023438
Iteration 102Q: 48 clusters Score -1.540482e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 12695 members 
Mstep: Class 5 contains 11473 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 14618 members 
Mstep: Class 8 contains 80728 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 70785 members 
Mstep: Class 11 contains 27383 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 32469 members 
Mstep: Class 17 contains 129680 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 169294 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 99893 members 
Mstep: Class 22 contains 102178 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38170 members 
Mstep: Class 25 contains 155348 members 
Mstep: Class 26 contains 15645 members 
Mstep: Class 27 contains 8000 members 
Mstep: Class 28 contains 185880 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 29872 members 
Mstep: Class 31 contains 7190 members 
Mstep: Class 32 contains 7777 members 
Mstep: Class 33 contains 27219 members 
Mstep: Class 34 contains 3509 members 
Mstep: Class 35 contains 4983 members 
Mstep: Class 36 contains 4147 members 
Mstep: Class 37 contains 4681 members 
Mstep: Class 38 contains 15463 members 
Mstep: Class 39 contains 10394 members 
Mstep: Class 40 contains 5104 members 
Mstep: Class 41 contains 18429 members 
Mstep: Class 42 contains 2895 members 
Mstep: Class 43 contains 8115 members 
Mstep: Class 44 contains 4930 members 
Mstep: Class 45 contains 28332 members 
Mstep: Class 46 contains 3493 members 
Mstep: Class 47 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154048208.000000 Penalty: 108790.023438
Iteration 103Q: 48 clusters Score -1.540482e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7434 members 
Mstep: Class 4 contains 12687 members 
Mstep: Class 5 contains 11498 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 14618 members 
Mstep: Class 8 contains 80748 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 70778 members 
Mstep: Class 11 contains 27397 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 4832 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 32056 members 
Mstep: Class 16 contains 32575 members 
Mstep: Class 17 contains 129729 members 
Mstep: Class 18 contains 66602 members 
Mstep: Class 19 contains 169280 members 
Mstep: Class 20 contains 1807 members 
Mstep: Class 21 contains 99814 members 
Mstep: Class 22 contains 102181 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 38146 members 
Mstep: Class 25 contains 155337 members 
Mstep: Class 26 contains 15613 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 185892 members 
Mstep: Class 29 contains 10353 members 
Mstep: Class 30 contains 29849 members 
Mstep: Class 31 contains 7172 members 
Mstep: Class 32 contains 7834 members 
Mstep: Class 33 contains 27043 members 
Mstep: Class 34 contains 3504 members 
Mstep: Class 35 contains 5000 members 
Mstep: Class 36 contains 4159 members 
Mstep: Class 37 contains 4681 members 
Mstep: Class 38 contains 15463 members 
Mstep: Class 39 contains 10439 members 
Mstep: Class 40 contains 5163 members 
Mstep: Class 41 contains 18494 members 
Mstep: Class 42 contains 2892 members 
Mstep: Class 43 contains 8111 members 
Mstep: Class 44 contains 4961 members 
Mstep: Class 45 contains 28268 members 
Mstep: Class 46 contains 3502 members 
Mstep: Class 47 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154048688.000000 Penalty: 108790.023438
Iteration 104Q: 48 clusters Score -1.540487e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 11517 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 14609 members 
Mstep: Class 8 contains 80755 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 70785 members 
Mstep: Class 11 contains 27401 members 
Mstep: Class 12 contains 3566 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 32049 members 
Mstep: Class 16 contains 32684 members 
Mstep: Class 17 contains 129764 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 169261 members 
Mstep: Class 20 contains 1791 members 
Mstep: Class 21 contains 99745 members 
Mstep: Class 22 contains 102204 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 155355 members 
Mstep: Class 26 contains 15579 members 
Mstep: Class 27 contains 7973 members 
Mstep: Class 28 contains 185882 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 29826 members 
Mstep: Class 31 contains 7162 members 
Mstep: Class 32 contains 7884 members 
Mstep: Class 33 contains 26875 members 
Mstep: Class 34 contains 3491 members 
Mstep: Class 35 contains 5017 members 
Mstep: Class 36 contains 4167 members 
Mstep: Class 37 contains 4689 members 
Mstep: Class 38 contains 15459 members 
Mstep: Class 39 contains 10492 members 
Mstep: Class 40 contains 5214 members 
Mstep: Class 41 contains 18549 members 
Mstep: Class 42 contains 2894 members 
Mstep: Class 43 contains 8106 members 
Mstep: Class 44 contains 4997 members 
Mstep: Class 45 contains 28209 members 
Mstep: Class 46 contains 3506 members 
Mstep: Class 47 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049008.000000 Penalty: 108790.023438
Iteration 105Q: 48 clusters Score -1.54049e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 7436 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 11531 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 80759 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 70791 members 
Mstep: Class 11 contains 27401 members 
Mstep: Class 12 contains 3566 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 32045 members 
Mstep: Class 16 contains 32797 members 
Mstep: Class 17 contains 129812 members 
Mstep: Class 18 contains 66589 members 
Mstep: Class 19 contains 169235 members 
Mstep: Class 20 contains 1776 members 
Mstep: Class 21 contains 99691 members 
Mstep: Class 22 contains 102212 members 
Mstep: Class 23 contains 1865 members 
Mstep: Class 24 contains 38079 members 
Mstep: Class 25 contains 155378 members 
Mstep: Class 26 contains 15550 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 185877 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 29798 members 
Mstep: Class 31 contains 7155 members 
Mstep: Class 32 contains 7918 members 
Mstep: Class 33 contains 26699 members 
Mstep: Class 34 contains 3486 members 
Mstep: Class 35 contains 5039 members 
Mstep: Class 36 contains 4171 members 
Mstep: Class 37 contains 4698 members 
Mstep: Class 38 contains 15454 members 
Mstep: Class 39 contains 10526 members 
Mstep: Class 40 contains 5252 members 
Mstep: Class 41 contains 18594 members 
Mstep: Class 42 contains 2898 members 
Mstep: Class 43 contains 8094 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 28161 members 
Mstep: Class 46 contains 3503 members 
Mstep: Class 47 contains 1896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049344.000000 Penalty: 108790.023438
Iteration 106Q: 48 clusters Score -1.540493e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 12661 members 
Mstep: Class 5 contains 11546 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 14607 members 
Mstep: Class 8 contains 80767 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 70783 members 
Mstep: Class 11 contains 27393 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 32041 members 
Mstep: Class 16 contains 32943 members 
Mstep: Class 17 contains 129856 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169203 members 
Mstep: Class 20 contains 1770 members 
Mstep: Class 21 contains 99646 members 
Mstep: Class 22 contains 102223 members 
Mstep: Class 23 contains 1864 members 
Mstep: Class 24 contains 38057 members 
Mstep: Class 25 contains 155412 members 
Mstep: Class 26 contains 15520 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 185869 members 
Mstep: Class 29 contains 10337 members 
Mstep: Class 30 contains 29772 members 
Mstep: Class 31 contains 7143 members 
Mstep: Class 32 contains 7967 members 
Mstep: Class 33 contains 26486 members 
Mstep: Class 34 contains 3486 members 
Mstep: Class 35 contains 5081 members 
Mstep: Class 36 contains 4176 members 
Mstep: Class 37 contains 4703 members 
Mstep: Class 38 contains 15445 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 5291 members 
Mstep: Class 41 contains 18635 members 
Mstep: Class 42 contains 2898 members 
Mstep: Class 43 contains 8086 members 
Mstep: Class 44 contains 5063 members 
Mstep: Class 45 contains 28124 members 
Mstep: Class 46 contains 3477 members 
Mstep: Class 47 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049360.000000 Penalty: 108790.023438
Iteration 107Q: 48 clusters Score -1.540494e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 14603 members 
Mstep: Class 8 contains 80782 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 70779 members 
Mstep: Class 11 contains 27387 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 9085 members 
Mstep: Class 15 contains 32040 members 
Mstep: Class 16 contains 33136 members 
Mstep: Class 17 contains 129883 members 
Mstep: Class 18 contains 66597 members 
Mstep: Class 19 contains 169166 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 99618 members 
Mstep: Class 22 contains 102242 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 38025 members 
Mstep: Class 25 contains 155452 members 
Mstep: Class 26 contains 15488 members 
Mstep: Class 27 contains 7945 members 
Mstep: Class 28 contains 185859 members 
Mstep: Class 29 contains 10333 members 
Mstep: Class 30 contains 29743 members 
Mstep: Class 31 contains 7145 members 
Mstep: Class 32 contains 7985 members 
Mstep: Class 33 contains 26262 members 
Mstep: Class 34 contains 3487 members 
Mstep: Class 35 contains 5114 members 
Mstep: Class 36 contains 4181 members 
Mstep: Class 37 contains 4708 members 
Mstep: Class 38 contains 15433 members 
Mstep: Class 39 contains 10602 members 
Mstep: Class 40 contains 5322 members 
Mstep: Class 41 contains 18666 members 
Mstep: Class 42 contains 2895 members 
Mstep: Class 43 contains 8084 members 
Mstep: Class 44 contains 5092 members 
Mstep: Class 45 contains 28102 members 
Mstep: Class 46 contains 3453 members 
Mstep: Class 47 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049808.000000 Penalty: 108790.023438
Iteration 108Q: 48 clusters Score -1.540498e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 11556 members 
Mstep: Class 6 contains 8372 members 
Mstep: Class 7 contains 14597 members 
Mstep: Class 8 contains 80792 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 70787 members 
Mstep: Class 11 contains 27386 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 9085 members 
Mstep: Class 15 contains 32033 members 
Mstep: Class 16 contains 33336 members 
Mstep: Class 17 contains 129933 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 169139 members 
Mstep: Class 20 contains 1760 members 
Mstep: Class 21 contains 99579 members 
Mstep: Class 22 contains 102264 members 
Mstep: Class 23 contains 1862 members 
Mstep: Class 24 contains 37998 members 
Mstep: Class 25 contains 155485 members 
Mstep: Class 26 contains 15458 members 
Mstep: Class 27 contains 7932 members 
Mstep: Class 28 contains 185848 members 
Mstep: Class 29 contains 10329 members 
Mstep: Class 30 contains 29706 members 
Mstep: Class 31 contains 7142 members 
Mstep: Class 32 contains 8006 members 
Mstep: Class 33 contains 26020 members 
Mstep: Class 34 contains 3492 members 
Mstep: Class 35 contains 5136 members 
Mstep: Class 36 contains 4179 members 
Mstep: Class 37 contains 4704 members 
Mstep: Class 38 contains 15423 members 
Mstep: Class 39 contains 10638 members 
Mstep: Class 40 contains 5363 members 
Mstep: Class 41 contains 18709 members 
Mstep: Class 42 contains 2894 members 
Mstep: Class 43 contains 8077 members 
Mstep: Class 44 contains 5122 members 
Mstep: Class 45 contains 28091 members 
Mstep: Class 46 contains 3427 members 
Mstep: Class 47 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049680.000000 Penalty: 108790.023438
Iteration 109Q: 48 clusters Score -1.540497e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 11556 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 14589 members 
Mstep: Class 8 contains 80805 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 70781 members 
Mstep: Class 11 contains 27385 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 32029 members 
Mstep: Class 16 contains 33527 members 
Mstep: Class 17 contains 129966 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 169110 members 
Mstep: Class 20 contains 1760 members 
Mstep: Class 21 contains 99541 members 
Mstep: Class 22 contains 102277 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37982 members 
Mstep: Class 25 contains 155515 members 
Mstep: Class 26 contains 15430 members 
Mstep: Class 27 contains 7927 members 
Mstep: Class 28 contains 185839 members 
Mstep: Class 29 contains 10327 members 
Mstep: Class 30 contains 29681 members 
Mstep: Class 31 contains 7140 members 
Mstep: Class 32 contains 8019 members 
Mstep: Class 33 contains 25801 members 
Mstep: Class 34 contains 3494 members 
Mstep: Class 35 contains 5158 members 
Mstep: Class 36 contains 4185 members 
Mstep: Class 37 contains 4705 members 
Mstep: Class 38 contains 15419 members 
Mstep: Class 39 contains 10665 members 
Mstep: Class 40 contains 5394 members 
Mstep: Class 41 contains 18749 members 
Mstep: Class 42 contains 2896 members 
Mstep: Class 43 contains 8069 members 
Mstep: Class 44 contains 5151 members 
Mstep: Class 45 contains 28077 members 
Mstep: Class 46 contains 3402 members 
Mstep: Class 47 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049632.000000 Penalty: 108790.023438
Iteration 110Q: 48 clusters Score -1.540496e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 12622 members 
Mstep: Class 5 contains 11558 members 
Mstep: Class 6 contains 8368 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 80823 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 70791 members 
Mstep: Class 11 contains 27393 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 9095 members 
Mstep: Class 15 contains 32026 members 
Mstep: Class 16 contains 33756 members 
Mstep: Class 17 contains 129976 members 
Mstep: Class 18 contains 66604 members 
Mstep: Class 19 contains 169082 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 99514 members 
Mstep: Class 22 contains 102274 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37960 members 
Mstep: Class 25 contains 155540 members 
Mstep: Class 26 contains 15395 members 
Mstep: Class 27 contains 7914 members 
Mstep: Class 28 contains 185837 members 
Mstep: Class 29 contains 10324 members 
Mstep: Class 30 contains 29648 members 
Mstep: Class 31 contains 7134 members 
Mstep: Class 32 contains 8018 members 
Mstep: Class 33 contains 25545 members 
Mstep: Class 34 contains 3496 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 4194 members 
Mstep: Class 37 contains 4701 members 
Mstep: Class 38 contains 15415 members 
Mstep: Class 39 contains 10689 members 
Mstep: Class 40 contains 5428 members 
Mstep: Class 41 contains 18777 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 8066 members 
Mstep: Class 44 contains 5178 members 
Mstep: Class 45 contains 28081 members 
Mstep: Class 46 contains 3383 members 
Mstep: Class 47 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049776.000000 Penalty: 108790.023438
Iteration 111Q: 48 clusters Score -1.540498e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 11561 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 14584 members 
Mstep: Class 8 contains 80838 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 70794 members 
Mstep: Class 11 contains 27396 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 32026 members 
Mstep: Class 16 contains 34000 members 
Mstep: Class 17 contains 129983 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 169059 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 99492 members 
Mstep: Class 22 contains 102289 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37938 members 
Mstep: Class 25 contains 155546 members 
Mstep: Class 26 contains 15357 members 
Mstep: Class 27 contains 7897 members 
Mstep: Class 28 contains 185854 members 
Mstep: Class 29 contains 10319 members 
Mstep: Class 30 contains 29617 members 
Mstep: Class 31 contains 7136 members 
Mstep: Class 32 contains 8013 members 
Mstep: Class 33 contains 25275 members 
Mstep: Class 34 contains 3502 members 
Mstep: Class 35 contains 5198 members 
Mstep: Class 36 contains 4212 members 
Mstep: Class 37 contains 4708 members 
Mstep: Class 38 contains 15417 members 
Mstep: Class 39 contains 10698 members 
Mstep: Class 40 contains 5451 members 
Mstep: Class 41 contains 18793 members 
Mstep: Class 42 contains 2908 members 
Mstep: Class 43 contains 8065 members 
Mstep: Class 44 contains 5194 members 
Mstep: Class 45 contains 28112 members 
Mstep: Class 46 contains 3368 members 
Mstep: Class 47 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049744.000000 Penalty: 108790.023438
Iteration 112Q: 48 clusters Score -1.540497e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 11563 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 80849 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 70793 members 
Mstep: Class 11 contains 27400 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 32020 members 
Mstep: Class 16 contains 34250 members 
Mstep: Class 17 contains 129987 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 99467 members 
Mstep: Class 22 contains 102311 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 37919 members 
Mstep: Class 25 contains 155549 members 
Mstep: Class 26 contains 15332 members 
Mstep: Class 27 contains 7888 members 
Mstep: Class 28 contains 185866 members 
Mstep: Class 29 contains 10312 members 
Mstep: Class 30 contains 29584 members 
Mstep: Class 31 contains 7148 members 
Mstep: Class 32 contains 7998 members 
Mstep: Class 33 contains 25011 members 
Mstep: Class 34 contains 3498 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 4224 members 
Mstep: Class 37 contains 4718 members 
Mstep: Class 38 contains 15418 members 
Mstep: Class 39 contains 10709 members 
Mstep: Class 40 contains 5483 members 
Mstep: Class 41 contains 18807 members 
Mstep: Class 42 contains 2912 members 
Mstep: Class 43 contains 8053 members 
Mstep: Class 44 contains 5202 members 
Mstep: Class 45 contains 28153 members 
Mstep: Class 46 contains 3369 members 
Mstep: Class 47 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154049968.000000 Penalty: 108790.023438
Iteration 113Q: 48 clusters Score -1.5405e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 12601 members 
Mstep: Class 5 contains 11564 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 14573 members 
Mstep: Class 8 contains 80859 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 70796 members 
Mstep: Class 11 contains 27405 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 9098 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 34506 members 
Mstep: Class 17 contains 129968 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169055 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 99444 members 
Mstep: Class 22 contains 102325 members 
Mstep: Class 23 contains 1860 members 
Mstep: Class 24 contains 37897 members 
Mstep: Class 25 contains 155549 members 
Mstep: Class 26 contains 15311 members 
Mstep: Class 27 contains 7882 members 
Mstep: Class 28 contains 185867 members 
Mstep: Class 29 contains 10303 members 
Mstep: Class 30 contains 29546 members 
Mstep: Class 31 contains 7161 members 
Mstep: Class 32 contains 8001 members 
Mstep: Class 33 contains 24746 members 
Mstep: Class 34 contains 3489 members 
Mstep: Class 35 contains 5228 members 
Mstep: Class 36 contains 4229 members 
Mstep: Class 37 contains 4719 members 
Mstep: Class 38 contains 15413 members 
Mstep: Class 39 contains 10720 members 
Mstep: Class 40 contains 5514 members 
Mstep: Class 41 contains 18822 members 
Mstep: Class 42 contains 2918 members 
Mstep: Class 43 contains 8038 members 
Mstep: Class 44 contains 5207 members 
Mstep: Class 45 contains 28215 members 
Mstep: Class 46 contains 3363 members 
Mstep: Class 47 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050336.000000 Penalty: 108790.023438
Iteration 114Q: 48 clusters Score -1.540503e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 11565 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 14570 members 
Mstep: Class 8 contains 80863 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 70796 members 
Mstep: Class 11 contains 27398 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 9101 members 
Mstep: Class 15 contains 32016 members 
Mstep: Class 16 contains 34773 members 
Mstep: Class 17 contains 129927 members 
Mstep: Class 18 contains 66586 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 99435 members 
Mstep: Class 22 contains 102327 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37870 members 
Mstep: Class 25 contains 155558 members 
Mstep: Class 26 contains 15297 members 
Mstep: Class 27 contains 7876 members 
Mstep: Class 28 contains 185884 members 
Mstep: Class 29 contains 10299 members 
Mstep: Class 30 contains 29517 members 
Mstep: Class 31 contains 7177 members 
Mstep: Class 32 contains 8013 members 
Mstep: Class 33 contains 24470 members 
Mstep: Class 34 contains 3486 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 4234 members 
Mstep: Class 37 contains 4726 members 
Mstep: Class 38 contains 15410 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 5522 members 
Mstep: Class 41 contains 18834 members 
Mstep: Class 42 contains 2928 members 
Mstep: Class 43 contains 8025 members 
Mstep: Class 44 contains 5210 members 
Mstep: Class 45 contains 28248 members 
Mstep: Class 46 contains 3365 members 
Mstep: Class 47 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050384.000000 Penalty: 108790.023438
Iteration 115Q: 48 clusters Score -1.540504e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 11562 members 
Mstep: Class 6 contains 8369 members 
Mstep: Class 7 contains 14557 members 
Mstep: Class 8 contains 80873 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 70792 members 
Mstep: Class 11 contains 27394 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 9099 members 
Mstep: Class 15 contains 32016 members 
Mstep: Class 16 contains 35037 members 
Mstep: Class 17 contains 129894 members 
Mstep: Class 18 contains 66589 members 
Mstep: Class 19 contains 169042 members 
Mstep: Class 20 contains 1752 members 
Mstep: Class 21 contains 99428 members 
Mstep: Class 22 contains 102331 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37856 members 
Mstep: Class 25 contains 155562 members 
Mstep: Class 26 contains 15281 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 185904 members 
Mstep: Class 29 contains 10295 members 
Mstep: Class 30 contains 29485 members 
Mstep: Class 31 contains 7179 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 24165 members 
Mstep: Class 34 contains 3485 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 36 contains 4242 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 15413 members 
Mstep: Class 39 contains 10744 members 
Mstep: Class 40 contains 5548 members 
Mstep: Class 41 contains 18845 members 
Mstep: Class 42 contains 2937 members 
Mstep: Class 43 contains 8013 members 
Mstep: Class 44 contains 5215 members 
Mstep: Class 45 contains 28303 members 
Mstep: Class 46 contains 3352 members 
Mstep: Class 47 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050288.000000 Penalty: 108790.023438
Iteration 116Q: 48 clusters Score -1.540503e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 12594 members 
Mstep: Class 5 contains 11567 members 
Mstep: Class 6 contains 8366 members 
Mstep: Class 7 contains 14532 members 
Mstep: Class 8 contains 80886 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 70789 members 
Mstep: Class 11 contains 27376 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 9100 members 
Mstep: Class 15 contains 32017 members 
Mstep: Class 16 contains 35305 members 
Mstep: Class 17 contains 129851 members 
Mstep: Class 18 contains 66592 members 
Mstep: Class 19 contains 169044 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 99415 members 
Mstep: Class 22 contains 102336 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155561 members 
Mstep: Class 26 contains 15263 members 
Mstep: Class 27 contains 7863 members 
Mstep: Class 28 contains 185902 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 29463 members 
Mstep: Class 31 contains 7188 members 
Mstep: Class 32 contains 8083 members 
Mstep: Class 33 contains 23887 members 
Mstep: Class 34 contains 3484 members 
Mstep: Class 35 contains 5319 members 
Mstep: Class 36 contains 4258 members 
Mstep: Class 37 contains 4736 members 
Mstep: Class 38 contains 15417 members 
Mstep: Class 39 contains 10758 members 
Mstep: Class 40 contains 5569 members 
Mstep: Class 41 contains 18860 members 
Mstep: Class 42 contains 2945 members 
Mstep: Class 43 contains 7999 members 
Mstep: Class 44 contains 5220 members 
Mstep: Class 45 contains 28356 members 
Mstep: Class 46 contains 3332 members 
Mstep: Class 47 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050784.000000 Penalty: 108790.023438
Iteration 117Q: 48 clusters Score -1.540508e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7226 members 
Mstep: Class 4 contains 12586 members 
Mstep: Class 5 contains 11569 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14516 members 
Mstep: Class 8 contains 80893 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 70787 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 9100 members 
Mstep: Class 15 contains 32016 members 
Mstep: Class 16 contains 35568 members 
Mstep: Class 17 contains 129811 members 
Mstep: Class 18 contains 66592 members 
Mstep: Class 19 contains 169041 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 99416 members 
Mstep: Class 22 contains 102332 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155573 members 
Mstep: Class 26 contains 15254 members 
Mstep: Class 27 contains 7863 members 
Mstep: Class 28 contains 185912 members 
Mstep: Class 29 contains 10281 members 
Mstep: Class 30 contains 29440 members 
Mstep: Class 31 contains 7192 members 
Mstep: Class 32 contains 8116 members 
Mstep: Class 33 contains 23602 members 
Mstep: Class 34 contains 3476 members 
Mstep: Class 35 contains 5347 members 
Mstep: Class 36 contains 4279 members 
Mstep: Class 37 contains 4743 members 
Mstep: Class 38 contains 15416 members 
Mstep: Class 39 contains 10765 members 
Mstep: Class 40 contains 5595 members 
Mstep: Class 41 contains 18874 members 
Mstep: Class 42 contains 2950 members 
Mstep: Class 43 contains 7985 members 
Mstep: Class 44 contains 5222 members 
Mstep: Class 45 contains 28422 members 
Mstep: Class 46 contains 3306 members 
Mstep: Class 47 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154050768.000000 Penalty: 108790.023438
Iteration 118Q: 48 clusters Score -1.540508e+08 nChanged 1317
Entering ConstructFrom: 
Score: -154050768.000000 Penalty: 108790.023438
Entering ConstructFrom: 
Trying to split cluster 1 (33962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Entering Unmasked Estep 
Score: -3488805.500000 Penalty: 1695.362183
	Iteration 0F: 2 clusters Score -3488806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3465892.500000 Penalty: 3390.724365
	Iteration 0F: 3 clusters Score -3465892 nChanged 15791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3475467.750000 Penalty: 3390.724365
	Iteration 1F: 3 clusters Score -3475468 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3476828.750000 Penalty: 3390.724365
	Iteration 2F: 3 clusters Score -3476829 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3478775.250000 Penalty: 3390.724365
	Iteration 3F: 3 clusters Score -3478775 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3481130.500000 Penalty: 3390.724365
	Iteration 4F: 3 clusters Score -3481130 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3483171.000000 Penalty: 3390.724365
	Iteration 5F: 3 clusters Score -3483171 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3484541.000000 Penalty: 3390.724365
	Iteration 6F: 3 clusters Score -3484541 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3485393.750000 Penalty: 3390.724365
	Iteration 7Q: 3 clusters Score -3485394 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3486008.250000 Penalty: 3390.724365
	Iteration 8Q: 3 clusters Score -3486008 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3486499.250000 Penalty: 3390.724365
	Iteration 9Q: 3 clusters Score -3486499 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3486856.750000 Penalty: 3390.724365
	Iteration 10Q: 3 clusters Score -3486857 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3487103.250000 Penalty: 3390.724365
	Iteration 11Q: 3 clusters Score -3487103 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3487286.500000 Penalty: 3390.724365
	Iteration 12Q: 3 clusters Score -3487286 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3487406.750000 Penalty: 3390.724365
	Iteration 13Q: 3 clusters Score -3487407 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3487502.000000 Penalty: 3390.724365
	Iteration 14Q: 3 clusters Score -3487502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3487579.250000 Penalty: 3390.724365
	Iteration 15Q: 3 clusters Score -3487579 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3487633.750000 Penalty: 3390.724365
	Iteration 16Q: 3 clusters Score -3487634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3487667.500000 Penalty: 3390.724365
	Iteration 17Q: 3 clusters Score -3487668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3487689.250000 Penalty: 3390.724365
	Iteration 18Q: 3 clusters Score -3487689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3487704.500000 Penalty: 3390.724365
	Iteration 19Q: 3 clusters Score -3487704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3487712.750000 Penalty: 3390.724365
	Iteration 20F: 3 clusters Score -3487713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3487720.000000 Penalty: 3390.724365
	Iteration 21Q: 3 clusters Score -3487720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3487721.000000 Penalty: 3390.724365
	Iteration 22Q: 3 clusters Score -3487721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3487725.500000 Penalty: 3390.724365
	Iteration 23Q: 3 clusters Score -3487726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3487728.500000 Penalty: 3390.724365
	Iteration 24Q: 3 clusters Score -3487728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3487727.500000 Penalty: 3390.724365
	Iteration 25Q: 3 clusters Score -3487728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3487727.500000 Penalty: 3390.724365
	Iteration 26Q: 3 clusters Score -3487728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3487726.250000 Penalty: 3390.724365
	Iteration 27Q: 3 clusters Score -3487726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3487726.250000 Penalty: 3390.724365
	Iteration 28F: 3 clusters Score -3487726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -773112.625000 Penalty: 1444.691650
	Iteration 0F: 2 clusters Score -773112.6 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 3606 members 
Entering Unmasked Estep 
Score: -767715.187500 Penalty: 2889.383301
	Iteration 0F: 3 clusters Score -767715.2 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -769432.937500 Penalty: 2889.383301
	Iteration 1F: 3 clusters Score -769432.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -769733.187500 Penalty: 2889.383301
	Iteration 2F: 3 clusters Score -769733.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -769976.750000 Penalty: 2889.383301
	Iteration 3F: 3 clusters Score -769976.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -770227.312500 Penalty: 2889.383301
	Iteration 4F: 3 clusters Score -770227.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -770488.125000 Penalty: 2889.383301
	Iteration 5F: 3 clusters Score -770488.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -770769.875000 Penalty: 2889.383301
	Iteration 6F: 3 clusters Score -770769.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -771063.187500 Penalty: 2889.383301
	Iteration 7F: 3 clusters Score -771063.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -771327.375000 Penalty: 2889.383301
	Iteration 8Q: 3 clusters Score -771327.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -771583.062500 Penalty: 2889.383301
	Iteration 9Q: 3 clusters Score -771583.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -771781.687500 Penalty: 2889.383301
	Iteration 10Q: 3 clusters Score -771781.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -771916.562500 Penalty: 2889.383301
	Iteration 11Q: 3 clusters Score -771916.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -771999.312500 Penalty: 2889.383301
	Iteration 12Q: 3 clusters Score -771999.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -772047.750000 Penalty: 2889.383301
	Iteration 13Q: 3 clusters Score -772047.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -772074.875000 Penalty: 2889.383301
	Iteration 14Q: 3 clusters Score -772074.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -772099.687500 Penalty: 2889.383301
	Iteration 15Q: 3 clusters Score -772099.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -772118.875000 Penalty: 2889.383301
	Iteration 16Q: 3 clusters Score -772118.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -772133.875000 Penalty: 2889.383301
	Iteration 17Q: 3 clusters Score -772133.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -772147.562500 Penalty: 2889.383301
	Iteration 18Q: 3 clusters Score -772147.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -772157.062500 Penalty: 2889.383301
	Iteration 19Q: 3 clusters Score -772157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -772170.562500 Penalty: 2889.383301
	Iteration 20F: 3 clusters Score -772170.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -772177.812500 Penalty: 2889.383301
	Iteration 21Q: 3 clusters Score -772177.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -772184.875000 Penalty: 2889.383301
	Iteration 22Q: 3 clusters Score -772184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -772192.062500 Penalty: 2889.383301
	Iteration 23Q: 3 clusters Score -772192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -772196.000000 Penalty: 2889.383301
	Iteration 24Q: 3 clusters Score -772196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -772197.812500 Penalty: 2889.383301
	Iteration 25Q: 3 clusters Score -772197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -772198.250000 Penalty: 2889.383301
	Iteration 26Q: 3 clusters Score -772198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -772199.312500 Penalty: 2889.383301
	Iteration 27Q: 3 clusters Score -772199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -772201.000000 Penalty: 2889.383301
	Iteration 28Q: 3 clusters Score -772201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -772201.250000 Penalty: 2889.383301
	Iteration 29Q: 3 clusters Score -772201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -772202.187500 Penalty: 2889.383301
	Iteration 30Q: 3 clusters Score -772202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -772202.625000 Penalty: 2889.383301
	Iteration 31Q: 3 clusters Score -772202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -772202.625000 Penalty: 2889.383301
	Iteration 32Q: 3 clusters Score -772202.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -772202.625000 Penalty: 2889.383301
	Iteration 33F: 3 clusters Score -772202.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Entering Unmasked Estep 
Score: -691912.625000 Penalty: 1442.665283
	Iteration 0F: 2 clusters Score -691912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -686549.812500 Penalty: 2885.330566
	Iteration 0F: 3 clusters Score -686549.8 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -688387.125000 Penalty: 2885.330566
	Iteration 1F: 3 clusters Score -688387.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -688922.187500 Penalty: 2885.330566
	Iteration 2F: 3 clusters Score -688922.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -689353.125000 Penalty: 2885.330566
	Iteration 3F: 3 clusters Score -689353.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -689733.125000 Penalty: 2885.330566
	Iteration 4F: 3 clusters Score -689733.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -690102.625000 Penalty: 2885.330566
	Iteration 5F: 3 clusters Score -690102.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -690422.125000 Penalty: 2885.330566
	Iteration 6F: 3 clusters Score -690422.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -690724.375000 Penalty: 2885.330566
	Iteration 7F: 3 clusters Score -690724.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -690986.687500 Penalty: 2885.330566
	Iteration 8Q: 3 clusters Score -690986.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -691169.687500 Penalty: 2885.330566
	Iteration 9Q: 3 clusters Score -691169.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -691297.562500 Penalty: 2885.330566
	Iteration 10Q: 3 clusters Score -691297.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -691383.937500 Penalty: 2885.330566
	Iteration 11Q: 3 clusters Score -691383.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -691427.125000 Penalty: 2885.330566
	Iteration 12Q: 3 clusters Score -691427.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -691452.000000 Penalty: 2885.330566
	Iteration 13Q: 3 clusters Score -691452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -691467.687500 Penalty: 2885.330566
	Iteration 14Q: 3 clusters Score -691467.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -691477.500000 Penalty: 2885.330566
	Iteration 15Q: 3 clusters Score -691477.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -691485.812500 Penalty: 2885.330566
	Iteration 16Q: 3 clusters Score -691485.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -691494.562500 Penalty: 2885.330566
	Iteration 17Q: 3 clusters Score -691494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -691501.312500 Penalty: 2885.330566
	Iteration 18Q: 3 clusters Score -691501.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -691513.250000 Penalty: 2885.330566
	Iteration 19Q: 3 clusters Score -691513.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -691525.625000 Penalty: 2885.330566
	Iteration 20F: 3 clusters Score -691525.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -691536.437500 Penalty: 2885.330566
	Iteration 21Q: 3 clusters Score -691536.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -691549.625000 Penalty: 2885.330566
	Iteration 22Q: 3 clusters Score -691549.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -691565.562500 Penalty: 2885.330566
	Iteration 23Q: 3 clusters Score -691565.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -691581.437500 Penalty: 2885.330566
	Iteration 24Q: 3 clusters Score -691581.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -691597.437500 Penalty: 2885.330566
	Iteration 25Q: 3 clusters Score -691597.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -691611.062500 Penalty: 2885.330566
	Iteration 26Q: 3 clusters Score -691611.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -691624.000000 Penalty: 2885.330566
	Iteration 27Q: 3 clusters Score -691624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -691638.000000 Penalty: 2885.330566
	Iteration 28Q: 3 clusters Score -691638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -691652.437500 Penalty: 2885.330566
	Iteration 29Q: 3 clusters Score -691652.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -691660.875000 Penalty: 2885.330566
	Iteration 30Q: 3 clusters Score -691660.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -691668.875000 Penalty: 2885.330566
	Iteration 31Q: 3 clusters Score -691668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -691675.812500 Penalty: 2885.330566
	Iteration 32Q: 3 clusters Score -691675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -691679.062500 Penalty: 2885.330566
	Iteration 33Q: 3 clusters Score -691679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -691679.312500 Penalty: 2885.330566
	Iteration 34Q: 3 clusters Score -691679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -691678.937500 Penalty: 2885.330566
	Iteration 35Q: 3 clusters Score -691678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -691680.125000 Penalty: 2885.330566
	Iteration 36Q: 3 clusters Score -691680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -691681.812500 Penalty: 2885.330566
	Iteration 37Q: 3 clusters Score -691681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -691684.000000 Penalty: 2885.330566
	Iteration 38Q: 3 clusters Score -691684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -691687.312500 Penalty: 2885.330566
	Iteration 39Q: 3 clusters Score -691687.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -691690.812500 Penalty: 2885.330566
	Iteration 40F: 3 clusters Score -691690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -691691.250000 Penalty: 2885.330566
	Iteration 41Q: 3 clusters Score -691691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -691693.625000 Penalty: 2885.330566
	Iteration 42Q: 3 clusters Score -691693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -691694.437500 Penalty: 2885.330566
	Iteration 43Q: 3 clusters Score -691694.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -691696.437500 Penalty: 2885.330566
	Iteration 44Q: 3 clusters Score -691696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -691700.937500 Penalty: 2885.330566
	Iteration 45Q: 3 clusters Score -691700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -691707.375000 Penalty: 2885.330566
	Iteration 46Q: 3 clusters Score -691707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -691712.187500 Penalty: 2885.330566
	Iteration 47Q: 3 clusters Score -691712.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -691714.375000 Penalty: 2885.330566
	Iteration 48Q: 3 clusters Score -691714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -691715.437500 Penalty: 2885.330566
	Iteration 49Q: 3 clusters Score -691715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -691716.937500 Penalty: 2885.330566
	Iteration 50Q: 3 clusters Score -691716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -691717.187500 Penalty: 2885.330566
	Iteration 51Q: 3 clusters Score -691717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -691717.187500 Penalty: 2885.330566
	Iteration 52F: 3 clusters Score -691717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -1213388.500000 Penalty: 1534.093994
	Iteration 0F: 2 clusters Score -1213388 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 6281 members 
Entering Unmasked Estep 
Score: -1204567.500000 Penalty: 3068.187988
	Iteration 0F: 3 clusters Score -1204568 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1207510.750000 Penalty: 3068.187988
	Iteration 1F: 3 clusters Score -1207511 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1207886.250000 Penalty: 3068.187988
	Iteration 2F: 3 clusters Score -1207886 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1208285.625000 Penalty: 3068.187988
	Iteration 3F: 3 clusters Score -1208286 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1208665.125000 Penalty: 3068.187988
	Iteration 4F: 3 clusters Score -1208665 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1209060.000000 Penalty: 3068.187988
	Iteration 5F: 3 clusters Score -1209060 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1209410.250000 Penalty: 3068.187988
	Iteration 6F: 3 clusters Score -1209410 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1209784.250000 Penalty: 3068.187988
	Iteration 7F: 3 clusters Score -1209784 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1210200.500000 Penalty: 3068.187988
	Iteration 8Q: 3 clusters Score -1210200 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1210578.750000 Penalty: 3068.187988
	Iteration 9Q: 3 clusters Score -1210579 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1210959.875000 Penalty: 3068.187988
	Iteration 10Q: 3 clusters Score -1210960 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1211326.625000 Penalty: 3068.187988
	Iteration 11Q: 3 clusters Score -1211327 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1211640.750000 Penalty: 3068.187988
	Iteration 12Q: 3 clusters Score -1211641 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1211912.250000 Penalty: 3068.187988
	Iteration 13Q: 3 clusters Score -1211912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1212128.000000 Penalty: 3068.187988
	Iteration 14Q: 3 clusters Score -1212128 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1212292.125000 Penalty: 3068.187988
	Iteration 15Q: 3 clusters Score -1212292 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1212412.750000 Penalty: 3068.187988
	Iteration 16Q: 3 clusters Score -1212413 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1212493.875000 Penalty: 3068.187988
	Iteration 17Q: 3 clusters Score -1212494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1212547.375000 Penalty: 3068.187988
	Iteration 18Q: 3 clusters Score -1212547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1212578.750000 Penalty: 3068.187988
	Iteration 19Q: 3 clusters Score -1212579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1212606.375000 Penalty: 3068.187988
	Iteration 20F: 3 clusters Score -1212606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1212623.750000 Penalty: 3068.187988
	Iteration 21Q: 3 clusters Score -1212624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1212639.875000 Penalty: 3068.187988
	Iteration 22Q: 3 clusters Score -1212640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1212650.250000 Penalty: 3068.187988
	Iteration 23Q: 3 clusters Score -1212650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1212658.750000 Penalty: 3068.187988
	Iteration 24Q: 3 clusters Score -1212659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1212667.250000 Penalty: 3068.187988
	Iteration 25Q: 3 clusters Score -1212667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1212674.625000 Penalty: 3068.187988
	Iteration 26Q: 3 clusters Score -1212675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1212684.125000 Penalty: 3068.187988
	Iteration 27Q: 3 clusters Score -1212684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1212692.375000 Penalty: 3068.187988
	Iteration 28Q: 3 clusters Score -1212692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1212698.500000 Penalty: 3068.187988
	Iteration 29Q: 3 clusters Score -1212698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1212699.000000 Penalty: 3068.187988
	Iteration 30Q: 3 clusters Score -1212699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1212709.500000 Penalty: 3068.187988
	Iteration 31Q: 3 clusters Score -1212710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1212711.875000 Penalty: 3068.187988
	Iteration 32Q: 3 clusters Score -1212712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1212713.500000 Penalty: 3068.187988
	Iteration 33Q: 3 clusters Score -1212714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1212713.625000 Penalty: 3068.187988
	Iteration 34Q: 3 clusters Score -1212714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1212714.500000 Penalty: 3068.187988
	Iteration 35Q: 3 clusters Score -1212714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1212715.500000 Penalty: 3068.187988
	Iteration 36Q: 3 clusters Score -1212716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1212716.875000 Penalty: 3068.187988
	Iteration 37Q: 3 clusters Score -1212717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1212716.750000 Penalty: 3068.187988
	Iteration 38Q: 3 clusters Score -1212717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1212718.375000 Penalty: 3068.187988
	Iteration 39Q: 3 clusters Score -1212718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1212720.125000 Penalty: 3068.187988
	Iteration 40F: 3 clusters Score -1212720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1212719.375000 Penalty: 3068.187988
	Iteration 41Q: 3 clusters Score -1212719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1212719.375000 Penalty: 3068.187988
	Iteration 42F: 3 clusters Score -1212719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Entering Unmasked Estep 
Score: -1199862.375000 Penalty: 1520.419922
	Iteration 0F: 2 clusters Score -1199862 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 5885 members 
Entering Unmasked Estep 
Score: -1191712.000000 Penalty: 3040.839844
	Iteration 0F: 3 clusters Score -1191712 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1194569.250000 Penalty: 3040.839844
	Iteration 1F: 3 clusters Score -1194569 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1195039.875000 Penalty: 3040.839844
	Iteration 2F: 3 clusters Score -1195040 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1195636.625000 Penalty: 3040.839844
	Iteration 3F: 3 clusters Score -1195637 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1196375.250000 Penalty: 3040.839844
	Iteration 4F: 3 clusters Score -1196375 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1197209.875000 Penalty: 3040.839844
	Iteration 5F: 3 clusters Score -1197210 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1197857.375000 Penalty: 3040.839844
	Iteration 6F: 3 clusters Score -1197857 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1198291.125000 Penalty: 3040.839844
	Iteration 7F: 3 clusters Score -1198291 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1198541.500000 Penalty: 3040.839844
	Iteration 8Q: 3 clusters Score -1198542 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1198709.375000 Penalty: 3040.839844
	Iteration 9Q: 3 clusters Score -1198709 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1198812.500000 Penalty: 3040.839844
	Iteration 10Q: 3 clusters Score -1198812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1198878.125000 Penalty: 3040.839844
	Iteration 11Q: 3 clusters Score -1198878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1198912.375000 Penalty: 3040.839844
	Iteration 12Q: 3 clusters Score -1198912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1198935.500000 Penalty: 3040.839844
	Iteration 13Q: 3 clusters Score -1198936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1198951.125000 Penalty: 3040.839844
	Iteration 14Q: 3 clusters Score -1198951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1198978.625000 Penalty: 3040.839844
	Iteration 15Q: 3 clusters Score -1198979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1199012.000000 Penalty: 3040.839844
	Iteration 16Q: 3 clusters Score -1199012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1199037.875000 Penalty: 3040.839844
	Iteration 17Q: 3 clusters Score -1199038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1199076.000000 Penalty: 3040.839844
	Iteration 18Q: 3 clusters Score -1199076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1199108.375000 Penalty: 3040.839844
	Iteration 19Q: 3 clusters Score -1199108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1199128.625000 Penalty: 3040.839844
	Iteration 20F: 3 clusters Score -1199129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1199142.625000 Penalty: 3040.839844
	Iteration 21Q: 3 clusters Score -1199143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1199160.250000 Penalty: 3040.839844
	Iteration 22Q: 3 clusters Score -1199160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1199164.250000 Penalty: 3040.839844
	Iteration 23Q: 3 clusters Score -1199164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1199172.875000 Penalty: 3040.839844
	Iteration 24Q: 3 clusters Score -1199173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1199178.750000 Penalty: 3040.839844
	Iteration 25Q: 3 clusters Score -1199179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1199182.500000 Penalty: 3040.839844
	Iteration 26Q: 3 clusters Score -1199182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1199181.375000 Penalty: 3040.839844
	Iteration 27Q: 3 clusters Score -1199181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1199182.000000 Penalty: 3040.839844
	Iteration 28Q: 3 clusters Score -1199182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1199183.000000 Penalty: 3040.839844
	Iteration 29Q: 3 clusters Score -1199183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1199183.000000 Penalty: 3040.839844
	Iteration 30F: 3 clusters Score -1199183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -808547.687500 Penalty: 1467.708252
	Iteration 0F: 2 clusters Score -808547.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -802422.812500 Penalty: 2935.416504
	Iteration 0F: 3 clusters Score -802422.8 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -804509.000000 Penalty: 2935.416504
	Iteration 1F: 3 clusters Score -804509 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -804944.000000 Penalty: 2935.416504
	Iteration 2F: 3 clusters Score -804944 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -805310.437500 Penalty: 2935.416504
	Iteration 3F: 3 clusters Score -805310.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -805663.437500 Penalty: 2935.416504
	Iteration 4F: 3 clusters Score -805663.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -805997.937500 Penalty: 2935.416504
	Iteration 5F: 3 clusters Score -805997.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -806291.437500 Penalty: 2935.416504
	Iteration 6F: 3 clusters Score -806291.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -806554.250000 Penalty: 2935.416504
	Iteration 7F: 3 clusters Score -806554.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -806791.437500 Penalty: 2935.416504
	Iteration 8Q: 3 clusters Score -806791.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -807020.750000 Penalty: 2935.416504
	Iteration 9Q: 3 clusters Score -807020.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -807220.875000 Penalty: 2935.416504
	Iteration 10Q: 3 clusters Score -807220.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -807395.500000 Penalty: 2935.416504
	Iteration 11Q: 3 clusters Score -807395.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -807532.937500 Penalty: 2935.416504
	Iteration 12Q: 3 clusters Score -807532.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -807645.062500 Penalty: 2935.416504
	Iteration 13Q: 3 clusters Score -807645.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -807734.375000 Penalty: 2935.416504
	Iteration 14Q: 3 clusters Score -807734.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -807788.250000 Penalty: 2935.416504
	Iteration 15Q: 3 clusters Score -807788.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -807839.562500 Penalty: 2935.416504
	Iteration 16Q: 3 clusters Score -807839.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -807893.437500 Penalty: 2935.416504
	Iteration 17Q: 3 clusters Score -807893.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -807942.000000 Penalty: 2935.416504
	Iteration 18Q: 3 clusters Score -807942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -807985.937500 Penalty: 2935.416504
	Iteration 19Q: 3 clusters Score -807985.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -808013.375000 Penalty: 2935.416504
	Iteration 20F: 3 clusters Score -808013.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -808029.500000 Penalty: 2935.416504
	Iteration 21Q: 3 clusters Score -808029.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -808051.562500 Penalty: 2935.416504
	Iteration 22Q: 3 clusters Score -808051.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -808071.312500 Penalty: 2935.416504
	Iteration 23Q: 3 clusters Score -808071.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -808082.937500 Penalty: 2935.416504
	Iteration 24Q: 3 clusters Score -808082.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -808100.750000 Penalty: 2935.416504
	Iteration 25Q: 3 clusters Score -808100.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -808109.125000 Penalty: 2935.416504
	Iteration 26Q: 3 clusters Score -808109.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -808121.187500 Penalty: 2935.416504
	Iteration 27Q: 3 clusters Score -808121.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -808134.937500 Penalty: 2935.416504
	Iteration 28Q: 3 clusters Score -808134.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -808143.937500 Penalty: 2935.416504
	Iteration 29Q: 3 clusters Score -808143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -808153.562500 Penalty: 2935.416504
	Iteration 30Q: 3 clusters Score -808153.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -808161.875000 Penalty: 2935.416504
	Iteration 31Q: 3 clusters Score -808161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -808169.375000 Penalty: 2935.416504
	Iteration 32Q: 3 clusters Score -808169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -808174.875000 Penalty: 2935.416504
	Iteration 33Q: 3 clusters Score -808174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -808180.250000 Penalty: 2935.416504
	Iteration 34Q: 3 clusters Score -808180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -808185.312500 Penalty: 2935.416504
	Iteration 35Q: 3 clusters Score -808185.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -808190.375000 Penalty: 2935.416504
	Iteration 36Q: 3 clusters Score -808190.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -808200.437500 Penalty: 2935.416504
	Iteration 37Q: 3 clusters Score -808200.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -808209.437500 Penalty: 2935.416504
	Iteration 38Q: 3 clusters Score -808209.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -808210.937500 Penalty: 2935.416504
	Iteration 39Q: 3 clusters Score -808210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -808214.687500 Penalty: 2935.416504
	Iteration 40F: 3 clusters Score -808214.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -808217.937500 Penalty: 2935.416504
	Iteration 41Q: 3 clusters Score -808217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -808219.437500 Penalty: 2935.416504
	Iteration 42Q: 3 clusters Score -808219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -808223.062500 Penalty: 2935.416504
	Iteration 43Q: 3 clusters Score -808223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -808223.375000 Penalty: 2935.416504
	Iteration 44Q: 3 clusters Score -808223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -808224.062500 Penalty: 2935.416504
	Iteration 45Q: 3 clusters Score -808224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -808227.125000 Penalty: 2935.416504
	Iteration 46Q: 3 clusters Score -808227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -808229.750000 Penalty: 2935.416504
	Iteration 47Q: 3 clusters Score -808229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -808231.500000 Penalty: 2935.416504
	Iteration 48Q: 3 clusters Score -808231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -808235.000000 Penalty: 2935.416504
	Iteration 49Q: 3 clusters Score -808235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -808237.937500 Penalty: 2935.416504
	Iteration 50Q: 3 clusters Score -808237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -808240.250000 Penalty: 2935.416504
	Iteration 51Q: 3 clusters Score -808240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -808241.937500 Penalty: 2935.416504
	Iteration 52Q: 3 clusters Score -808241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -808241.375000 Penalty: 2935.416504
	Iteration 53Q: 3 clusters Score -808241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -808243.937500 Penalty: 2935.416504
	Iteration 54Q: 3 clusters Score -808243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -808246.437500 Penalty: 2935.416504
	Iteration 55Q: 3 clusters Score -808246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -808245.062500 Penalty: 2935.416504
	Iteration 56Q: 3 clusters Score -808245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -808247.187500 Penalty: 2935.416504
	Iteration 57Q: 3 clusters Score -808247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -808247.187500 Penalty: 2935.416504
	Iteration 58F: 3 clusters Score -808247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Entering Unmasked Estep 
Score: -1484483.750000 Penalty: 1557.036987
	Iteration 0F: 2 clusters Score -1484484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1474526.375000 Penalty: 3114.073975
	Iteration 0F: 3 clusters Score -1474526 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1477958.625000 Penalty: 3114.073975
	Iteration 1F: 3 clusters Score -1477959 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1478279.000000 Penalty: 3114.073975
	Iteration 2F: 3 clusters Score -1478279 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1478548.625000 Penalty: 3114.073975
	Iteration 3Q: 3 clusters Score -1478549 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1478788.625000 Penalty: 3114.073975
	Iteration 4Q: 3 clusters Score -1478789 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1479046.125000 Penalty: 3114.073975
	Iteration 5Q: 3 clusters Score -1479046 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1479327.250000 Penalty: 3114.073975
	Iteration 6Q: 3 clusters Score -1479327 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1479627.125000 Penalty: 3114.073975
	Iteration 7Q: 3 clusters Score -1479627 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1479939.875000 Penalty: 3114.073975
	Iteration 8Q: 3 clusters Score -1479940 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1480336.875000 Penalty: 3114.073975
	Iteration 9Q: 3 clusters Score -1480337 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1480802.000000 Penalty: 3114.073975
	Iteration 10Q: 3 clusters Score -1480802 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1481259.375000 Penalty: 3114.073975
	Iteration 11Q: 3 clusters Score -1481259 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1481629.750000 Penalty: 3114.073975
	Iteration 12Q: 3 clusters Score -1481630 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1481958.625000 Penalty: 3114.073975
	Iteration 13Q: 3 clusters Score -1481959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1482219.625000 Penalty: 3114.073975
	Iteration 14Q: 3 clusters Score -1482220 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1482455.250000 Penalty: 3114.073975
	Iteration 15Q: 3 clusters Score -1482455 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1482644.250000 Penalty: 3114.073975
	Iteration 16Q: 3 clusters Score -1482644 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1482793.000000 Penalty: 3114.073975
	Iteration 17Q: 3 clusters Score -1482793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1482883.625000 Penalty: 3114.073975
	Iteration 18Q: 3 clusters Score -1482884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1482980.750000 Penalty: 3114.073975
	Iteration 19Q: 3 clusters Score -1482981 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1483073.750000 Penalty: 3114.073975
	Iteration 20F: 3 clusters Score -1483074 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1483152.250000 Penalty: 3114.073975
	Iteration 21Q: 3 clusters Score -1483152 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1483217.750000 Penalty: 3114.073975
	Iteration 22Q: 3 clusters Score -1483218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1483260.250000 Penalty: 3114.073975
	Iteration 23Q: 3 clusters Score -1483260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1483290.875000 Penalty: 3114.073975
	Iteration 24Q: 3 clusters Score -1483291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1483323.000000 Penalty: 3114.073975
	Iteration 25Q: 3 clusters Score -1483323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1483337.125000 Penalty: 3114.073975
	Iteration 26Q: 3 clusters Score -1483337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1483345.375000 Penalty: 3114.073975
	Iteration 27Q: 3 clusters Score -1483345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1483347.500000 Penalty: 3114.073975
	Iteration 28Q: 3 clusters Score -1483348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1483354.000000 Penalty: 3114.073975
	Iteration 29Q: 3 clusters Score -1483354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1483358.250000 Penalty: 3114.073975
	Iteration 30Q: 3 clusters Score -1483358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1483361.875000 Penalty: 3114.073975
	Iteration 31Q: 3 clusters Score -1483362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1483362.375000 Penalty: 3114.073975
	Iteration 32Q: 3 clusters Score -1483362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1483363.125000 Penalty: 3114.073975
	Iteration 33Q: 3 clusters Score -1483363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1483362.500000 Penalty: 3114.073975
	Iteration 34Q: 3 clusters Score -1483362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1483361.500000 Penalty: 3114.073975
	Iteration 35Q: 3 clusters Score -1483362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1483368.000000 Penalty: 3114.073975
	Iteration 36Q: 3 clusters Score -1483368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1483367.125000 Penalty: 3114.073975
	Iteration 37Q: 3 clusters Score -1483367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1483369.750000 Penalty: 3114.073975
	Iteration 38Q: 3 clusters Score -1483370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1483368.250000 Penalty: 3114.073975
	Iteration 39Q: 3 clusters Score -1483368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1483367.125000 Penalty: 3114.073975
	Iteration 40F: 3 clusters Score -1483367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1483369.625000 Penalty: 3114.073975
	Iteration 41Q: 3 clusters Score -1483370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1483366.500000 Penalty: 3114.073975
	Iteration 42Q: 3 clusters Score -1483366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1483368.500000 Penalty: 3114.073975
	Iteration 43Q: 3 clusters Score -1483368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1483366.500000 Penalty: 3114.073975
	Iteration 44Q: 3 clusters Score -1483366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1483367.375000 Penalty: 3114.073975
	Iteration 45Q: 3 clusters Score -1483367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1483367.000000 Penalty: 3114.073975
	Iteration 46Q: 3 clusters Score -1483367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1483367.000000 Penalty: 3114.073975
	Iteration 47F: 3 clusters Score -1483367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80897 members 
Entering Unmasked Estep 
Score: -8477037.000000 Penalty: 1836.401489
	Iteration 0F: 2 clusters Score -8477037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8422795.000000 Penalty: 3672.802979
	Iteration 0F: 3 clusters Score -8422795 nChanged 38494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8445766.000000 Penalty: 3672.802979
	Iteration 1F: 3 clusters Score -8445766 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8447258.000000 Penalty: 3672.802979
	Iteration 2Q: 3 clusters Score -8447258 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8448975.000000 Penalty: 3672.802979
	Iteration 3F: 3 clusters Score -8448975 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8450982.000000 Penalty: 3672.802979
	Iteration 4F: 3 clusters Score -8450982 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8452893.000000 Penalty: 3672.802979
	Iteration 5F: 3 clusters Score -8452893 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8454867.000000 Penalty: 3672.802979
	Iteration 6F: 3 clusters Score -8454867 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8456702.000000 Penalty: 3672.802979
	Iteration 7Q: 3 clusters Score -8456702 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -8458694.000000 Penalty: 3672.802979
	Iteration 8Q: 3 clusters Score -8458694 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -8460880.000000 Penalty: 3672.802979
	Iteration 9Q: 3 clusters Score -8460880 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -8462744.000000 Penalty: 3672.802979
	Iteration 10Q: 3 clusters Score -8462744 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -8463851.000000 Penalty: 3672.802979
	Iteration 11Q: 3 clusters Score -8463851 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -8464358.000000 Penalty: 3672.802979
	Iteration 12Q: 3 clusters Score -8464358 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -8464740.000000 Penalty: 3672.802979
	Iteration 13Q: 3 clusters Score -8464740 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -8464995.000000 Penalty: 3672.802979
	Iteration 14Q: 3 clusters Score -8464995 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -8465265.000000 Penalty: 3672.802979
	Iteration 15Q: 3 clusters Score -8465265 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8465536.000000 Penalty: 3672.802979
	Iteration 16Q: 3 clusters Score -8465536 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -8465867.000000 Penalty: 3672.802979
	Iteration 17Q: 3 clusters Score -8465867 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -8466164.000000 Penalty: 3672.802979
	Iteration 18Q: 3 clusters Score -8466164 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8466555.000000 Penalty: 3672.802979
	Iteration 19Q: 3 clusters Score -8466555 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8466960.000000 Penalty: 3672.802979
	Iteration 20F: 3 clusters Score -8466960 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -8467411.000000 Penalty: 3672.802979
	Iteration 21Q: 3 clusters Score -8467411 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -8467957.000000 Penalty: 3672.802979
	Iteration 22Q: 3 clusters Score -8467957 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8468616.000000 Penalty: 3672.802979
	Iteration 23Q: 3 clusters Score -8468616 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -8469363.000000 Penalty: 3672.802979
	Iteration 24Q: 3 clusters Score -8469363 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -8470151.000000 Penalty: 3672.802979
	Iteration 25Q: 3 clusters Score -8470151 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -8470955.000000 Penalty: 3672.802979
	Iteration 26Q: 3 clusters Score -8470955 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -8471831.000000 Penalty: 3672.802979
	Iteration 27Q: 3 clusters Score -8471831 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -8472588.000000 Penalty: 3672.802979
	Iteration 28Q: 3 clusters Score -8472588 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -8473325.000000 Penalty: 3672.802979
	Iteration 29Q: 3 clusters Score -8473325 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -8474007.000000 Penalty: 3672.802979
	Iteration 30Q: 3 clusters Score -8474007 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -8474483.000000 Penalty: 3672.802979
	Iteration 31Q: 3 clusters Score -8474483 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -8474859.000000 Penalty: 3672.802979
	Iteration 32Q: 3 clusters Score -8474859 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -8475190.000000 Penalty: 3672.802979
	Iteration 33Q: 3 clusters Score -8475190 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -8475435.000000 Penalty: 3672.802979
	Iteration 34Q: 3 clusters Score -8475435 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -8475589.000000 Penalty: 3672.802979
	Iteration 35Q: 3 clusters Score -8475589 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -8475702.000000 Penalty: 3672.802979
	Iteration 36Q: 3 clusters Score -8475702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -8475784.000000 Penalty: 3672.802979
	Iteration 37Q: 3 clusters Score -8475784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -8475824.000000 Penalty: 3672.802979
	Iteration 38Q: 3 clusters Score -8475824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -8475842.000000 Penalty: 3672.802979
	Iteration 39Q: 3 clusters Score -8475842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -8475855.000000 Penalty: 3672.802979
	Iteration 40F: 3 clusters Score -8475855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -8475871.000000 Penalty: 3672.802979
	Iteration 41Q: 3 clusters Score -8475871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -8475887.000000 Penalty: 3672.802979
	Iteration 42Q: 3 clusters Score -8475887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -8475891.000000 Penalty: 3672.802979
	Iteration 43Q: 3 clusters Score -8475891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -8475894.000000 Penalty: 3672.802979
	Iteration 44Q: 3 clusters Score -8475894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -8475886.000000 Penalty: 3672.802979
	Iteration 45Q: 3 clusters Score -8475886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -8475891.000000 Penalty: 3672.802979
	Iteration 46Q: 3 clusters Score -8475891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -8475890.000000 Penalty: 3672.802979
	Iteration 47Q: 3 clusters Score -8475890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -8475889.000000 Penalty: 3672.802979
	Iteration 48Q: 3 clusters Score -8475889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -8475893.000000 Penalty: 3672.802979
	Iteration 49Q: 3 clusters Score -8475893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -8475894.000000 Penalty: 3672.802979
	Iteration 50Q: 3 clusters Score -8475894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -8475892.000000 Penalty: 3672.802979
	Iteration 51Q: 3 clusters Score -8475892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -8475904.000000 Penalty: 3672.802979
	Iteration 52Q: 3 clusters Score -8475904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -8475900.000000 Penalty: 3672.802979
	Iteration 53Q: 3 clusters Score -8475900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -8475900.000000 Penalty: 3672.802979
	Iteration 54Q: 3 clusters Score -8475900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -8475900.000000 Penalty: 3672.802979
	Iteration 55Q: 3 clusters Score -8475900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -8475891.000000 Penalty: 3672.802979
	Iteration 56Q: 3 clusters Score -8475891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -8475885.000000 Penalty: 3672.802979
	Iteration 57Q: 3 clusters Score -8475885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -8475891.000000 Penalty: 3672.802979
	Iteration 58Q: 3 clusters Score -8475891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -8475888.000000 Penalty: 3672.802979
	Iteration 59Q: 3 clusters Score -8475888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -8475894.000000 Penalty: 3672.802979
	Iteration 60F: 3 clusters Score -8475894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -8475892.000000 Penalty: 3672.802979
	Iteration 61Q: 3 clusters Score -8475892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -8475890.000000 Penalty: 3672.802979
	Iteration 62Q: 3 clusters Score -8475890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -8475896.000000 Penalty: 3672.802979
	Iteration 63Q: 3 clusters Score -8475896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -8475897.000000 Penalty: 3672.802979
	Iteration 64Q: 3 clusters Score -8475897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -8475898.000000 Penalty: 3672.802979
	Iteration 65Q: 3 clusters Score -8475898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -8475899.000000 Penalty: 3672.802979
	Iteration 66Q: 3 clusters Score -8475899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -8475903.000000 Penalty: 3672.802979
	Iteration 67Q: 3 clusters Score -8475903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -8475906.000000 Penalty: 3672.802979
	Iteration 68Q: 3 clusters Score -8475906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -8475910.000000 Penalty: 3672.802979
	Iteration 69Q: 3 clusters Score -8475910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -8475918.000000 Penalty: 3672.802979
	Iteration 70Q: 3 clusters Score -8475918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -8475928.000000 Penalty: 3672.802979
	Iteration 71Q: 3 clusters Score -8475928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -8475927.000000 Penalty: 3672.802979
	Iteration 72Q: 3 clusters Score -8475927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -8475925.000000 Penalty: 3672.802979
	Iteration 73Q: 3 clusters Score -8475925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -8475924.000000 Penalty: 3672.802979
	Iteration 74Q: 3 clusters Score -8475924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -8475923.000000 Penalty: 3672.802979
	Iteration 75Q: 3 clusters Score -8475923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -8475916.000000 Penalty: 3672.802979
	Iteration 76Q: 3 clusters Score -8475916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -8475918.000000 Penalty: 3672.802979
	Iteration 77Q: 3 clusters Score -8475918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -8475921.000000 Penalty: 3672.802979
	Iteration 78Q: 3 clusters Score -8475921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -8475917.000000 Penalty: 3672.802979
	Iteration 79Q: 3 clusters Score -8475917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -8475915.000000 Penalty: 3672.802979
	Iteration 80F: 3 clusters Score -8475915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -8475921.000000 Penalty: 3672.802979
	Iteration 81Q: 3 clusters Score -8475921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -8475920.000000 Penalty: 3672.802979
	Iteration 82Q: 3 clusters Score -8475920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -8475918.000000 Penalty: 3672.802979
	Iteration 83Q: 3 clusters Score -8475918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -8475913.000000 Penalty: 3672.802979
	Iteration 84Q: 3 clusters Score -8475913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -8475921.000000 Penalty: 3672.802979
	Iteration 85Q: 3 clusters Score -8475921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -8475925.000000 Penalty: 3672.802979
	Iteration 86Q: 3 clusters Score -8475925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -8475929.000000 Penalty: 3672.802979
	Iteration 87Q: 3 clusters Score -8475929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -8475918.000000 Penalty: 3672.802979
	Iteration 88Q: 3 clusters Score -8475918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -8475922.000000 Penalty: 3672.802979
	Iteration 89Q: 3 clusters Score -8475922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -8475923.000000 Penalty: 3672.802979
	Iteration 90Q: 3 clusters Score -8475923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -8475923.000000 Penalty: 3672.802979
	Iteration 91F: 3 clusters Score -8475923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Entering Unmasked Estep 
Score: -479483.781250 Penalty: 1389.791138
	Iteration 0F: 2 clusters Score -479483.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -475440.781250 Penalty: 2779.582275
	Iteration 0F: 3 clusters Score -475440.8 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -477044.625000 Penalty: 2779.582275
	Iteration 1F: 3 clusters Score -477044.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -477895.031250 Penalty: 2779.582275
	Iteration 2F: 3 clusters Score -477895 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -478663.375000 Penalty: 2779.582275
	Iteration 3F: 3 clusters Score -478663.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -479041.187500 Penalty: 2779.582275
	Iteration 4F: 3 clusters Score -479041.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -479212.937500 Penalty: 2779.582275
	Iteration 5Q: 3 clusters Score -479212.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -479294.187500 Penalty: 2779.582275
	Iteration 6Q: 3 clusters Score -479294.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -479341.343750 Penalty: 2779.582275
	Iteration 7Q: 3 clusters Score -479341.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -479365.500000 Penalty: 2779.582275
	Iteration 8Q: 3 clusters Score -479365.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -479378.750000 Penalty: 2779.582275
	Iteration 9Q: 3 clusters Score -479378.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -479386.093750 Penalty: 2779.582275
	Iteration 10Q: 3 clusters Score -479386.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -479392.968750 Penalty: 2779.582275
	Iteration 11Q: 3 clusters Score -479393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -479396.250000 Penalty: 2779.582275
	Iteration 12Q: 3 clusters Score -479396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -479400.656250 Penalty: 2779.582275
	Iteration 13Q: 3 clusters Score -479400.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -479405.750000 Penalty: 2779.582275
	Iteration 14Q: 3 clusters Score -479405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -479407.500000 Penalty: 2779.582275
	Iteration 15Q: 3 clusters Score -479407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -479407.781250 Penalty: 2779.582275
	Iteration 16Q: 3 clusters Score -479407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -479407.312500 Penalty: 2779.582275
	Iteration 17Q: 3 clusters Score -479407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -479407.750000 Penalty: 2779.582275
	Iteration 18Q: 3 clusters Score -479407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -479407.750000 Penalty: 2779.582275
	Iteration 19F: 3 clusters Score -479407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Entering Unmasked Estep 
Score: -7416265.000000 Penalty: 1814.709839
	Iteration 0F: 2 clusters Score -7416265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -7368727.000000 Penalty: 3629.419678
	Iteration 0F: 3 clusters Score -7368727 nChanged 33686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -7388615.500000 Penalty: 3629.419678
	Iteration 1F: 3 clusters Score -7388616 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -7389646.000000 Penalty: 3629.419678
	Iteration 2Q: 3 clusters Score -7389646 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -7390986.000000 Penalty: 3629.419678
	Iteration 3Q: 3 clusters Score -7390986 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7392622.000000 Penalty: 3629.419678
	Iteration 4F: 3 clusters Score -7392622 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -7394715.500000 Penalty: 3629.419678
	Iteration 5F: 3 clusters Score -7394716 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -7397347.000000 Penalty: 3629.419678
	Iteration 6F: 3 clusters Score -7397347 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -7400275.500000 Penalty: 3629.419678
	Iteration 7F: 3 clusters Score -7400276 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -7402887.000000 Penalty: 3629.419678
	Iteration 8F: 3 clusters Score -7402887 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7404720.000000 Penalty: 3629.419678
	Iteration 9Q: 3 clusters Score -7404720 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7405755.500000 Penalty: 3629.419678
	Iteration 10Q: 3 clusters Score -7405756 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -7406498.000000 Penalty: 3629.419678
	Iteration 11Q: 3 clusters Score -7406498 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -7407197.000000 Penalty: 3629.419678
	Iteration 12Q: 3 clusters Score -7407197 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -7407791.000000 Penalty: 3629.419678
	Iteration 13Q: 3 clusters Score -7407791 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -7408349.500000 Penalty: 3629.419678
	Iteration 14Q: 3 clusters Score -7408350 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -7408903.000000 Penalty: 3629.419678
	Iteration 15Q: 3 clusters Score -7408903 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -7409552.500000 Penalty: 3629.419678
	Iteration 16Q: 3 clusters Score -7409552 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -7410062.000000 Penalty: 3629.419678
	Iteration 17Q: 3 clusters Score -7410062 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -7410583.000000 Penalty: 3629.419678
	Iteration 18Q: 3 clusters Score -7410583 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -7411157.500000 Penalty: 3629.419678
	Iteration 19Q: 3 clusters Score -7411158 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7411652.500000 Penalty: 3629.419678
	Iteration 20F: 3 clusters Score -7411652 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -7412103.500000 Penalty: 3629.419678
	Iteration 21Q: 3 clusters Score -7412104 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7412490.500000 Penalty: 3629.419678
	Iteration 22Q: 3 clusters Score -7412490 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7412854.500000 Penalty: 3629.419678
	Iteration 23Q: 3 clusters Score -7412854 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7413207.000000 Penalty: 3629.419678
	Iteration 24Q: 3 clusters Score -7413207 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7413517.000000 Penalty: 3629.419678
	Iteration 25Q: 3 clusters Score -7413517 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7413740.500000 Penalty: 3629.419678
	Iteration 26Q: 3 clusters Score -7413740 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7413935.500000 Penalty: 3629.419678
	Iteration 27Q: 3 clusters Score -7413936 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7414069.500000 Penalty: 3629.419678
	Iteration 28Q: 3 clusters Score -7414070 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7414197.000000 Penalty: 3629.419678
	Iteration 29Q: 3 clusters Score -7414197 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7414308.500000 Penalty: 3629.419678
	Iteration 30Q: 3 clusters Score -7414308 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7414401.500000 Penalty: 3629.419678
	Iteration 31Q: 3 clusters Score -7414402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7414496.500000 Penalty: 3629.419678
	Iteration 32Q: 3 clusters Score -7414496 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7414538.000000 Penalty: 3629.419678
	Iteration 33Q: 3 clusters Score -7414538 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7414611.000000 Penalty: 3629.419678
	Iteration 34Q: 3 clusters Score -7414611 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7414654.000000 Penalty: 3629.419678
	Iteration 35Q: 3 clusters Score -7414654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7414716.000000 Penalty: 3629.419678
	Iteration 36Q: 3 clusters Score -7414716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7414759.500000 Penalty: 3629.419678
	Iteration 37Q: 3 clusters Score -7414760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7414804.500000 Penalty: 3629.419678
	Iteration 38Q: 3 clusters Score -7414804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7414822.000000 Penalty: 3629.419678
	Iteration 39Q: 3 clusters Score -7414822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7414846.000000 Penalty: 3629.419678
	Iteration 40F: 3 clusters Score -7414846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7414872.500000 Penalty: 3629.419678
	Iteration 41Q: 3 clusters Score -7414872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7414896.500000 Penalty: 3629.419678
	Iteration 42Q: 3 clusters Score -7414896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7414901.000000 Penalty: 3629.419678
	Iteration 43Q: 3 clusters Score -7414901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7414904.500000 Penalty: 3629.419678
	Iteration 44Q: 3 clusters Score -7414904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7414906.500000 Penalty: 3629.419678
	Iteration 45Q: 3 clusters Score -7414906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7414907.500000 Penalty: 3629.419678
	Iteration 46Q: 3 clusters Score -7414908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7414902.500000 Penalty: 3629.419678
	Iteration 47Q: 3 clusters Score -7414902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7414901.500000 Penalty: 3629.419678
	Iteration 48Q: 3 clusters Score -7414902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7414902.500000 Penalty: 3629.419678
	Iteration 49Q: 3 clusters Score -7414902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7414905.000000 Penalty: 3629.419678
	Iteration 50Q: 3 clusters Score -7414905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7414905.000000 Penalty: 3629.419678
	Iteration 51F: 3 clusters Score -7414905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Entering Unmasked Estep 
Score: -2840988.750000 Penalty: 1660.069702
	Iteration 0F: 2 clusters Score -2840989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2822354.000000 Penalty: 3320.139404
	Iteration 0F: 3 clusters Score -2822354 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2829446.750000 Penalty: 3320.139404
	Iteration 1F: 3 clusters Score -2829447 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2829966.500000 Penalty: 3320.139404
	Iteration 2Q: 3 clusters Score -2829966 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2830533.000000 Penalty: 3320.139404
	Iteration 3F: 3 clusters Score -2830533 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2831171.500000 Penalty: 3320.139404
	Iteration 4F: 3 clusters Score -2831172 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2831915.250000 Penalty: 3320.139404
	Iteration 5F: 3 clusters Score -2831915 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2832663.000000 Penalty: 3320.139404
	Iteration 6F: 3 clusters Score -2832663 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2833368.500000 Penalty: 3320.139404
	Iteration 7F: 3 clusters Score -2833368 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2834051.000000 Penalty: 3320.139404
	Iteration 8Q: 3 clusters Score -2834051 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2834778.250000 Penalty: 3320.139404
	Iteration 9Q: 3 clusters Score -2834778 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2835589.500000 Penalty: 3320.139404
	Iteration 10Q: 3 clusters Score -2835590 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2836437.500000 Penalty: 3320.139404
	Iteration 11Q: 3 clusters Score -2836438 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2837228.250000 Penalty: 3320.139404
	Iteration 12Q: 3 clusters Score -2837228 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2837934.250000 Penalty: 3320.139404
	Iteration 13Q: 3 clusters Score -2837934 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2838475.250000 Penalty: 3320.139404
	Iteration 14Q: 3 clusters Score -2838475 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2838836.500000 Penalty: 3320.139404
	Iteration 15Q: 3 clusters Score -2838836 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2839084.250000 Penalty: 3320.139404
	Iteration 16Q: 3 clusters Score -2839084 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2839280.750000 Penalty: 3320.139404
	Iteration 17Q: 3 clusters Score -2839281 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -2839430.500000 Penalty: 3320.139404
	Iteration 18Q: 3 clusters Score -2839430 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2839570.000000 Penalty: 3320.139404
	Iteration 19Q: 3 clusters Score -2839570 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -2839671.250000 Penalty: 3320.139404
	Iteration 20F: 3 clusters Score -2839671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2839746.000000 Penalty: 3320.139404
	Iteration 21Q: 3 clusters Score -2839746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2839785.500000 Penalty: 3320.139404
	Iteration 22Q: 3 clusters Score -2839786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2839813.250000 Penalty: 3320.139404
	Iteration 23Q: 3 clusters Score -2839813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2839838.750000 Penalty: 3320.139404
	Iteration 24Q: 3 clusters Score -2839839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -2839857.250000 Penalty: 3320.139404
	Iteration 25Q: 3 clusters Score -2839857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -2839870.250000 Penalty: 3320.139404
	Iteration 26Q: 3 clusters Score -2839870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2839877.750000 Penalty: 3320.139404
	Iteration 27Q: 3 clusters Score -2839878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2839876.250000 Penalty: 3320.139404
	Iteration 28Q: 3 clusters Score -2839876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2839877.000000 Penalty: 3320.139404
	Iteration 29Q: 3 clusters Score -2839877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2839880.500000 Penalty: 3320.139404
	Iteration 30Q: 3 clusters Score -2839880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2839886.500000 Penalty: 3320.139404
	Iteration 31Q: 3 clusters Score -2839886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2839888.500000 Penalty: 3320.139404
	Iteration 32Q: 3 clusters Score -2839888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2839889.250000 Penalty: 3320.139404
	Iteration 33Q: 3 clusters Score -2839889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2839888.500000 Penalty: 3320.139404
	Iteration 34Q: 3 clusters Score -2839888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2839891.250000 Penalty: 3320.139404
	Iteration 35Q: 3 clusters Score -2839891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2839890.500000 Penalty: 3320.139404
	Iteration 36Q: 3 clusters Score -2839890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2839890.500000 Penalty: 3320.139404
	Iteration 37F: 3 clusters Score -2839890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -341304.500000 Penalty: 1328.800659
	Iteration 0F: 2 clusters Score -341304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -338313.750000 Penalty: 2657.601318
	Iteration 0F: 3 clusters Score -338313.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -339304.125000 Penalty: 2657.601318
	Iteration 1F: 3 clusters Score -339304.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -339615.781250 Penalty: 2657.601318
	Iteration 2F: 3 clusters Score -339615.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -339883.531250 Penalty: 2657.601318
	Iteration 3F: 3 clusters Score -339883.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340093.781250 Penalty: 2657.601318
	Iteration 4F: 3 clusters Score -340093.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -340237.406250 Penalty: 2657.601318
	Iteration 5Q: 3 clusters Score -340237.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -340324.156250 Penalty: 2657.601318
	Iteration 6Q: 3 clusters Score -340324.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -340381.156250 Penalty: 2657.601318
	Iteration 7Q: 3 clusters Score -340381.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -340436.625000 Penalty: 2657.601318
	Iteration 8Q: 3 clusters Score -340436.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -340481.250000 Penalty: 2657.601318
	Iteration 9Q: 3 clusters Score -340481.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -340522.250000 Penalty: 2657.601318
	Iteration 10Q: 3 clusters Score -340522.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340566.406250 Penalty: 2657.601318
	Iteration 11Q: 3 clusters Score -340566.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -340587.031250 Penalty: 2657.601318
	Iteration 12Q: 3 clusters Score -340587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -340607.031250 Penalty: 2657.601318
	Iteration 13Q: 3 clusters Score -340607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -340624.875000 Penalty: 2657.601318
	Iteration 14Q: 3 clusters Score -340624.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -340640.500000 Penalty: 2657.601318
	Iteration 15Q: 3 clusters Score -340640.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -340654.718750 Penalty: 2657.601318
	Iteration 16Q: 3 clusters Score -340654.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -340667.968750 Penalty: 2657.601318
	Iteration 17Q: 3 clusters Score -340668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -340674.031250 Penalty: 2657.601318
	Iteration 18Q: 3 clusters Score -340674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -340678.687500 Penalty: 2657.601318
	Iteration 19Q: 3 clusters Score -340678.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -340683.343750 Penalty: 2657.601318
	Iteration 20F: 3 clusters Score -340683.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -340686.562500 Penalty: 2657.601318
	Iteration 21Q: 3 clusters Score -340686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -340690.312500 Penalty: 2657.601318
	Iteration 22Q: 3 clusters Score -340690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -340693.468750 Penalty: 2657.601318
	Iteration 23Q: 3 clusters Score -340693.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -340695.375000 Penalty: 2657.601318
	Iteration 24Q: 3 clusters Score -340695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -340697.781250 Penalty: 2657.601318
	Iteration 25Q: 3 clusters Score -340697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -340698.250000 Penalty: 2657.601318
	Iteration 26Q: 3 clusters Score -340698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -340698.781250 Penalty: 2657.601318
	Iteration 27Q: 3 clusters Score -340698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -340699.218750 Penalty: 2657.601318
	Iteration 28Q: 3 clusters Score -340699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -340699.218750 Penalty: 2657.601318
	Iteration 29F: 3 clusters Score -340699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -508103.125000 Penalty: 1388.499756
	Iteration 0F: 2 clusters Score -508103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -504104.281250 Penalty: 2776.999512
	Iteration 0F: 3 clusters Score -504104.3 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -505394.250000 Penalty: 2776.999512
	Iteration 1F: 3 clusters Score -505394.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -505729.187500 Penalty: 2776.999512
	Iteration 2F: 3 clusters Score -505729.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -505985.531250 Penalty: 2776.999512
	Iteration 3F: 3 clusters Score -505985.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -506196.312500 Penalty: 2776.999512
	Iteration 4F: 3 clusters Score -506196.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -506395.562500 Penalty: 2776.999512
	Iteration 5Q: 3 clusters Score -506395.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -506551.843750 Penalty: 2776.999512
	Iteration 6Q: 3 clusters Score -506551.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -506661.187500 Penalty: 2776.999512
	Iteration 7Q: 3 clusters Score -506661.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -506752.343750 Penalty: 2776.999512
	Iteration 8Q: 3 clusters Score -506752.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -506861.187500 Penalty: 2776.999512
	Iteration 9Q: 3 clusters Score -506861.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -506983.218750 Penalty: 2776.999512
	Iteration 10Q: 3 clusters Score -506983.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -507104.093750 Penalty: 2776.999512
	Iteration 11Q: 3 clusters Score -507104.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -507225.125000 Penalty: 2776.999512
	Iteration 12Q: 3 clusters Score -507225.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -507338.406250 Penalty: 2776.999512
	Iteration 13Q: 3 clusters Score -507338.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -507385.937500 Penalty: 2776.999512
	Iteration 14Q: 3 clusters Score -507385.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -507408.656250 Penalty: 2776.999512
	Iteration 15Q: 3 clusters Score -507408.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -507419.968750 Penalty: 2776.999512
	Iteration 16Q: 3 clusters Score -507420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -507428.531250 Penalty: 2776.999512
	Iteration 17Q: 3 clusters Score -507428.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -507431.468750 Penalty: 2776.999512
	Iteration 18Q: 3 clusters Score -507431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -507432.468750 Penalty: 2776.999512
	Iteration 19Q: 3 clusters Score -507432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -507432.750000 Penalty: 2776.999512
	Iteration 20F: 3 clusters Score -507432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -507433.593750 Penalty: 2776.999512
	Iteration 21Q: 3 clusters Score -507433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -507433.593750 Penalty: 2776.999512
	Iteration 22F: 3 clusters Score -507433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -952760.625000 Penalty: 1481.247559
	Iteration 0F: 2 clusters Score -952760.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -946168.000000 Penalty: 2962.495117
	Iteration 0F: 3 clusters Score -946168 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -948243.062500 Penalty: 2962.495117
	Iteration 1F: 3 clusters Score -948243.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -948472.687500 Penalty: 2962.495117
	Iteration 2F: 3 clusters Score -948472.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -948680.375000 Penalty: 2962.495117
	Iteration 3F: 3 clusters Score -948680.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -948877.687500 Penalty: 2962.495117
	Iteration 4Q: 3 clusters Score -948877.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -949083.625000 Penalty: 2962.495117
	Iteration 5Q: 3 clusters Score -949083.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -949320.500000 Penalty: 2962.495117
	Iteration 6Q: 3 clusters Score -949320.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -949615.750000 Penalty: 2962.495117
	Iteration 7Q: 3 clusters Score -949615.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -949946.937500 Penalty: 2962.495117
	Iteration 8F: 3 clusters Score -949946.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -950272.562500 Penalty: 2962.495117
	Iteration 9F: 3 clusters Score -950272.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -950527.125000 Penalty: 2962.495117
	Iteration 10Q: 3 clusters Score -950527.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -950758.000000 Penalty: 2962.495117
	Iteration 11Q: 3 clusters Score -950758 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -950955.125000 Penalty: 2962.495117
	Iteration 12Q: 3 clusters Score -950955.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -951130.812500 Penalty: 2962.495117
	Iteration 13Q: 3 clusters Score -951130.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -951293.437500 Penalty: 2962.495117
	Iteration 14Q: 3 clusters Score -951293.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -951424.187500 Penalty: 2962.495117
	Iteration 15Q: 3 clusters Score -951424.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -951532.437500 Penalty: 2962.495117
	Iteration 16Q: 3 clusters Score -951532.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -951595.625000 Penalty: 2962.495117
	Iteration 17Q: 3 clusters Score -951595.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -951630.500000 Penalty: 2962.495117
	Iteration 18Q: 3 clusters Score -951630.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -951652.062500 Penalty: 2962.495117
	Iteration 19Q: 3 clusters Score -951652.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -951671.250000 Penalty: 2962.495117
	Iteration 20F: 3 clusters Score -951671.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -951681.625000 Penalty: 2962.495117
	Iteration 21Q: 3 clusters Score -951681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -951689.687500 Penalty: 2962.495117
	Iteration 22Q: 3 clusters Score -951689.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -951695.187500 Penalty: 2962.495117
	Iteration 23Q: 3 clusters Score -951695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -951701.687500 Penalty: 2962.495117
	Iteration 24Q: 3 clusters Score -951701.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -951701.312500 Penalty: 2962.495117
	Iteration 25Q: 3 clusters Score -951701.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -951704.625000 Penalty: 2962.495117
	Iteration 26Q: 3 clusters Score -951704.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -951708.812500 Penalty: 2962.495117
	Iteration 27Q: 3 clusters Score -951708.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -951715.687500 Penalty: 2962.495117
	Iteration 28Q: 3 clusters Score -951715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -951716.375000 Penalty: 2962.495117
	Iteration 29Q: 3 clusters Score -951716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -951716.000000 Penalty: 2962.495117
	Iteration 30Q: 3 clusters Score -951716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -951718.500000 Penalty: 2962.495117
	Iteration 31Q: 3 clusters Score -951718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -951722.500000 Penalty: 2962.495117
	Iteration 32Q: 3 clusters Score -951722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -951722.562500 Penalty: 2962.495117
	Iteration 33Q: 3 clusters Score -951722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -951722.687500 Penalty: 2962.495117
	Iteration 34Q: 3 clusters Score -951722.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -951725.937500 Penalty: 2962.495117
	Iteration 35Q: 3 clusters Score -951725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -951727.250000 Penalty: 2962.495117
	Iteration 36Q: 3 clusters Score -951727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -951727.562500 Penalty: 2962.495117
	Iteration 37Q: 3 clusters Score -951727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -951727.875000 Penalty: 2962.495117
	Iteration 38Q: 3 clusters Score -951727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -951728.437500 Penalty: 2962.495117
	Iteration 39Q: 3 clusters Score -951728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -951728.062500 Penalty: 2962.495117
	Iteration 40F: 3 clusters Score -951728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -951728.187500 Penalty: 2962.495117
	Iteration 41Q: 3 clusters Score -951728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -951727.687500 Penalty: 2962.495117
	Iteration 42Q: 3 clusters Score -951727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -951729.187500 Penalty: 2962.495117
	Iteration 43Q: 3 clusters Score -951729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -951730.062500 Penalty: 2962.495117
	Iteration 44Q: 3 clusters Score -951730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -951730.062500 Penalty: 2962.495117
	Iteration 45F: 3 clusters Score -951730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Entering Unmasked Estep 
Score: -3255092.250000 Penalty: 1685.763428
	Iteration 0F: 2 clusters Score -3255092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3233525.500000 Penalty: 3371.526855
	Iteration 0F: 3 clusters Score -3233526 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3241849.500000 Penalty: 3371.526855
	Iteration 1F: 3 clusters Score -3241850 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3242341.750000 Penalty: 3371.526855
	Iteration 2Q: 3 clusters Score -3242342 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3242915.250000 Penalty: 3371.526855
	Iteration 3Q: 3 clusters Score -3242915 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3243547.750000 Penalty: 3371.526855
	Iteration 4Q: 3 clusters Score -3243548 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3244382.500000 Penalty: 3371.526855
	Iteration 5F: 3 clusters Score -3244382 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3245604.750000 Penalty: 3371.526855
	Iteration 6F: 3 clusters Score -3245605 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3247208.500000 Penalty: 3371.526855
	Iteration 7F: 3 clusters Score -3247208 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3248996.500000 Penalty: 3371.526855
	Iteration 8F: 3 clusters Score -3248996 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3250759.750000 Penalty: 3371.526855
	Iteration 9F: 3 clusters Score -3250760 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3252054.500000 Penalty: 3371.526855
	Iteration 10Q: 3 clusters Score -3252054 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3252780.750000 Penalty: 3371.526855
	Iteration 11Q: 3 clusters Score -3252781 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3253163.500000 Penalty: 3371.526855
	Iteration 12Q: 3 clusters Score -3253164 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3253416.750000 Penalty: 3371.526855
	Iteration 13Q: 3 clusters Score -3253417 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3253585.750000 Penalty: 3371.526855
	Iteration 14Q: 3 clusters Score -3253586 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3253719.250000 Penalty: 3371.526855
	Iteration 15Q: 3 clusters Score -3253719 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3253812.750000 Penalty: 3371.526855
	Iteration 16Q: 3 clusters Score -3253813 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3253876.750000 Penalty: 3371.526855
	Iteration 17Q: 3 clusters Score -3253877 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3253933.500000 Penalty: 3371.526855
	Iteration 18Q: 3 clusters Score -3253934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3253965.000000 Penalty: 3371.526855
	Iteration 19Q: 3 clusters Score -3253965 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3253997.750000 Penalty: 3371.526855
	Iteration 20F: 3 clusters Score -3253998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3254028.750000 Penalty: 3371.526855
	Iteration 21Q: 3 clusters Score -3254029 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3254041.750000 Penalty: 3371.526855
	Iteration 22Q: 3 clusters Score -3254042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3254064.000000 Penalty: 3371.526855
	Iteration 23Q: 3 clusters Score -3254064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3254060.250000 Penalty: 3371.526855
	Iteration 24Q: 3 clusters Score -3254060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3254078.500000 Penalty: 3371.526855
	Iteration 25Q: 3 clusters Score -3254078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3254091.250000 Penalty: 3371.526855
	Iteration 26Q: 3 clusters Score -3254091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3254106.250000 Penalty: 3371.526855
	Iteration 27Q: 3 clusters Score -3254106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3254114.250000 Penalty: 3371.526855
	Iteration 28Q: 3 clusters Score -3254114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3254112.000000 Penalty: 3371.526855
	Iteration 29Q: 3 clusters Score -3254112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3254108.500000 Penalty: 3371.526855
	Iteration 30Q: 3 clusters Score -3254108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3254114.000000 Penalty: 3371.526855
	Iteration 31Q: 3 clusters Score -3254114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3254116.000000 Penalty: 3371.526855
	Iteration 32Q: 3 clusters Score -3254116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3254123.500000 Penalty: 3371.526855
	Iteration 33Q: 3 clusters Score -3254124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3254128.750000 Penalty: 3371.526855
	Iteration 34Q: 3 clusters Score -3254129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3254142.250000 Penalty: 3371.526855
	Iteration 35Q: 3 clusters Score -3254142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3254153.250000 Penalty: 3371.526855
	Iteration 36Q: 3 clusters Score -3254153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3254152.000000 Penalty: 3371.526855
	Iteration 37Q: 3 clusters Score -3254152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3254161.500000 Penalty: 3371.526855
	Iteration 38Q: 3 clusters Score -3254162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3254165.250000 Penalty: 3371.526855
	Iteration 39Q: 3 clusters Score -3254165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3254176.250000 Penalty: 3371.526855
	Iteration 40F: 3 clusters Score -3254176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3254188.500000 Penalty: 3371.526855
	Iteration 41Q: 3 clusters Score -3254188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3254187.750000 Penalty: 3371.526855
	Iteration 42Q: 3 clusters Score -3254188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3254182.750000 Penalty: 3371.526855
	Iteration 43Q: 3 clusters Score -3254183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3254197.000000 Penalty: 3371.526855
	Iteration 44Q: 3 clusters Score -3254197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3254203.500000 Penalty: 3371.526855
	Iteration 45Q: 3 clusters Score -3254204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3254208.000000 Penalty: 3371.526855
	Iteration 46Q: 3 clusters Score -3254208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3254214.500000 Penalty: 3371.526855
	Iteration 47Q: 3 clusters Score -3254214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3254223.500000 Penalty: 3371.526855
	Iteration 48Q: 3 clusters Score -3254224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3254227.250000 Penalty: 3371.526855
	Iteration 49Q: 3 clusters Score -3254227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3254224.250000 Penalty: 3371.526855
	Iteration 50Q: 3 clusters Score -3254224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3254223.250000 Penalty: 3371.526855
	Iteration 51Q: 3 clusters Score -3254223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3254223.000000 Penalty: 3371.526855
	Iteration 52Q: 3 clusters Score -3254223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3254222.250000 Penalty: 3371.526855
	Iteration 53Q: 3 clusters Score -3254222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3254232.250000 Penalty: 3371.526855
	Iteration 54Q: 3 clusters Score -3254232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3254238.500000 Penalty: 3371.526855
	Iteration 55Q: 3 clusters Score -3254238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3254242.000000 Penalty: 3371.526855
	Iteration 56Q: 3 clusters Score -3254242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3254244.500000 Penalty: 3371.526855
	Iteration 57Q: 3 clusters Score -3254244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3254247.250000 Penalty: 3371.526855
	Iteration 58Q: 3 clusters Score -3254247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3254250.250000 Penalty: 3371.526855
	Iteration 59Q: 3 clusters Score -3254250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3254248.500000 Penalty: 3371.526855
	Iteration 60F: 3 clusters Score -3254248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3254247.750000 Penalty: 3371.526855
	Iteration 61Q: 3 clusters Score -3254248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3254254.500000 Penalty: 3371.526855
	Iteration 62Q: 3 clusters Score -3254254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3254260.000000 Penalty: 3371.526855
	Iteration 63Q: 3 clusters Score -3254260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3254254.000000 Penalty: 3371.526855
	Iteration 64Q: 3 clusters Score -3254254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3254257.750000 Penalty: 3371.526855
	Iteration 65Q: 3 clusters Score -3254258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3254258.500000 Penalty: 3371.526855
	Iteration 66Q: 3 clusters Score -3254258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3254263.250000 Penalty: 3371.526855
	Iteration 67Q: 3 clusters Score -3254263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3254263.000000 Penalty: 3371.526855
	Iteration 68Q: 3 clusters Score -3254263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3254262.000000 Penalty: 3371.526855
	Iteration 69Q: 3 clusters Score -3254262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3254270.000000 Penalty: 3371.526855
	Iteration 70Q: 3 clusters Score -3254270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3254272.750000 Penalty: 3371.526855
	Iteration 71Q: 3 clusters Score -3254273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3254273.250000 Penalty: 3371.526855
	Iteration 72Q: 3 clusters Score -3254273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3254274.500000 Penalty: 3371.526855
	Iteration 73Q: 3 clusters Score -3254274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3254272.750000 Penalty: 3371.526855
	Iteration 74Q: 3 clusters Score -3254273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3254275.750000 Penalty: 3371.526855
	Iteration 75Q: 3 clusters Score -3254276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3254277.500000 Penalty: 3371.526855
	Iteration 76Q: 3 clusters Score -3254278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3254281.000000 Penalty: 3371.526855
	Iteration 77Q: 3 clusters Score -3254281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3254281.250000 Penalty: 3371.526855
	Iteration 78Q: 3 clusters Score -3254281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3254283.000000 Penalty: 3371.526855
	Iteration 79Q: 3 clusters Score -3254283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3254282.000000 Penalty: 3371.526855
	Iteration 80F: 3 clusters Score -3254282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3254278.000000 Penalty: 3371.526855
	Iteration 81Q: 3 clusters Score -3254278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3254278.500000 Penalty: 3371.526855
	Iteration 82Q: 3 clusters Score -3254278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3254282.750000 Penalty: 3371.526855
	Iteration 83Q: 3 clusters Score -3254283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3254280.500000 Penalty: 3371.526855
	Iteration 84Q: 3 clusters Score -3254280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3254286.750000 Penalty: 3371.526855
	Iteration 85Q: 3 clusters Score -3254287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3254283.500000 Penalty: 3371.526855
	Iteration 86Q: 3 clusters Score -3254284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3254283.500000 Penalty: 3371.526855
	Iteration 87Q: 3 clusters Score -3254284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3254281.250000 Penalty: 3371.526855
	Iteration 88Q: 3 clusters Score -3254281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3254280.750000 Penalty: 3371.526855
	Iteration 89Q: 3 clusters Score -3254281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3254280.750000 Penalty: 3371.526855
	Iteration 90F: 3 clusters Score -3254281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Entering Unmasked Estep 
Score: -3685435.750000 Penalty: 1704.053711
	Iteration 0F: 2 clusters Score -3685436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3661372.250000 Penalty: 3408.107422
	Iteration 0F: 3 clusters Score -3661372 nChanged 16598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3670859.500000 Penalty: 3408.107422
	Iteration 1F: 3 clusters Score -3670860 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3672176.000000 Penalty: 3408.107422
	Iteration 2F: 3 clusters Score -3672176 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3673943.250000 Penalty: 3408.107422
	Iteration 3F: 3 clusters Score -3673943 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3675841.500000 Penalty: 3408.107422
	Iteration 4F: 3 clusters Score -3675842 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3677892.500000 Penalty: 3408.107422
	Iteration 5F: 3 clusters Score -3677892 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3679704.500000 Penalty: 3408.107422
	Iteration 6F: 3 clusters Score -3679704 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3681061.250000 Penalty: 3408.107422
	Iteration 7F: 3 clusters Score -3681061 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3682047.000000 Penalty: 3408.107422
	Iteration 8Q: 3 clusters Score -3682047 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3682841.500000 Penalty: 3408.107422
	Iteration 9Q: 3 clusters Score -3682842 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3683480.250000 Penalty: 3408.107422
	Iteration 10Q: 3 clusters Score -3683480 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3684081.250000 Penalty: 3408.107422
	Iteration 11Q: 3 clusters Score -3684081 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3684521.250000 Penalty: 3408.107422
	Iteration 12Q: 3 clusters Score -3684521 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3684817.000000 Penalty: 3408.107422
	Iteration 13Q: 3 clusters Score -3684817 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3685034.250000 Penalty: 3408.107422
	Iteration 14Q: 3 clusters Score -3685034 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3685213.000000 Penalty: 3408.107422
	Iteration 15Q: 3 clusters Score -3685213 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3685388.750000 Penalty: 3408.107422
	Iteration 16Q: 3 clusters Score -3685389 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3685520.500000 Penalty: 3408.107422
	Iteration 17Q: 3 clusters Score -3685520 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3685600.000000 Penalty: 3408.107422
	Iteration 18Q: 3 clusters Score -3685600 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3685678.000000 Penalty: 3408.107422
	Iteration 19Q: 3 clusters Score -3685678 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3685747.250000 Penalty: 3408.107422
	Iteration 20F: 3 clusters Score -3685747 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3685801.500000 Penalty: 3408.107422
	Iteration 21Q: 3 clusters Score -3685802 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3685849.500000 Penalty: 3408.107422
	Iteration 22Q: 3 clusters Score -3685850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3685889.250000 Penalty: 3408.107422
	Iteration 23Q: 3 clusters Score -3685889 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3685942.250000 Penalty: 3408.107422
	Iteration 24Q: 3 clusters Score -3685942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3685974.500000 Penalty: 3408.107422
	Iteration 25Q: 3 clusters Score -3685974 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3686006.250000 Penalty: 3408.107422
	Iteration 26Q: 3 clusters Score -3686006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3686029.250000 Penalty: 3408.107422
	Iteration 27Q: 3 clusters Score -3686029 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3686033.000000 Penalty: 3408.107422
	Iteration 28Q: 3 clusters Score -3686033 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3686066.250000 Penalty: 3408.107422
	Iteration 29Q: 3 clusters Score -3686066 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3686070.250000 Penalty: 3408.107422
	Iteration 30Q: 3 clusters Score -3686070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3686084.250000 Penalty: 3408.107422
	Iteration 31Q: 3 clusters Score -3686084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3686106.500000 Penalty: 3408.107422
	Iteration 32Q: 3 clusters Score -3686106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3686115.250000 Penalty: 3408.107422
	Iteration 33Q: 3 clusters Score -3686115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3686143.000000 Penalty: 3408.107422
	Iteration 34Q: 3 clusters Score -3686143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3686141.500000 Penalty: 3408.107422
	Iteration 35Q: 3 clusters Score -3686142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3686148.250000 Penalty: 3408.107422
	Iteration 36Q: 3 clusters Score -3686148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3686157.250000 Penalty: 3408.107422
	Iteration 37Q: 3 clusters Score -3686157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3686151.500000 Penalty: 3408.107422
	Iteration 38Q: 3 clusters Score -3686152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3686158.750000 Penalty: 3408.107422
	Iteration 39Q: 3 clusters Score -3686159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3686175.500000 Penalty: 3408.107422
	Iteration 40F: 3 clusters Score -3686176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3686182.000000 Penalty: 3408.107422
	Iteration 41Q: 3 clusters Score -3686182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3686201.250000 Penalty: 3408.107422
	Iteration 42Q: 3 clusters Score -3686201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3686197.500000 Penalty: 3408.107422
	Iteration 43Q: 3 clusters Score -3686198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3686202.000000 Penalty: 3408.107422
	Iteration 44Q: 3 clusters Score -3686202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3686205.750000 Penalty: 3408.107422
	Iteration 45Q: 3 clusters Score -3686206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3686210.000000 Penalty: 3408.107422
	Iteration 46Q: 3 clusters Score -3686210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3686205.750000 Penalty: 3408.107422
	Iteration 47Q: 3 clusters Score -3686206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3686206.750000 Penalty: 3408.107422
	Iteration 48Q: 3 clusters Score -3686207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3686211.250000 Penalty: 3408.107422
	Iteration 49Q: 3 clusters Score -3686211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3686220.250000 Penalty: 3408.107422
	Iteration 50Q: 3 clusters Score -3686220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3686218.500000 Penalty: 3408.107422
	Iteration 51Q: 3 clusters Score -3686218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3686222.000000 Penalty: 3408.107422
	Iteration 52Q: 3 clusters Score -3686222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3686216.000000 Penalty: 3408.107422
	Iteration 53Q: 3 clusters Score -3686216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3686213.500000 Penalty: 3408.107422
	Iteration 54Q: 3 clusters Score -3686214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3686207.250000 Penalty: 3408.107422
	Iteration 55Q: 3 clusters Score -3686207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3686212.750000 Penalty: 3408.107422
	Iteration 56Q: 3 clusters Score -3686213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3686222.250000 Penalty: 3408.107422
	Iteration 57Q: 3 clusters Score -3686222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3686217.500000 Penalty: 3408.107422
	Iteration 58Q: 3 clusters Score -3686218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3686221.750000 Penalty: 3408.107422
	Iteration 59Q: 3 clusters Score -3686222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3686220.500000 Penalty: 3408.107422
	Iteration 60F: 3 clusters Score -3686220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3686224.750000 Penalty: 3408.107422
	Iteration 61Q: 3 clusters Score -3686225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3686229.250000 Penalty: 3408.107422
	Iteration 62Q: 3 clusters Score -3686229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3686226.500000 Penalty: 3408.107422
	Iteration 63Q: 3 clusters Score -3686226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3686227.750000 Penalty: 3408.107422
	Iteration 64Q: 3 clusters Score -3686228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3686236.000000 Penalty: 3408.107422
	Iteration 65Q: 3 clusters Score -3686236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3686236.000000 Penalty: 3408.107422
	Iteration 66F: 3 clusters Score -3686236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Entering Unmasked Estep 
Score: -154050864.000000 Penalty: 111104.703125
Splitting cluster 16 changes total score from -154050768.000000 to -154050864.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (129796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Entering Unmasked Estep 
Score: -13532454.000000 Penalty: 1913.229370
	Iteration 0F: 2 clusters Score -1.353245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -13445538.000000 Penalty: 3826.458740
	Iteration 0F: 3 clusters Score -1.344554e+07 nChanged 62554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -13482467.000000 Penalty: 3826.458740
	Iteration 1F: 3 clusters Score -1.348247e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -13484492.000000 Penalty: 3826.458740
	Iteration 2Q: 3 clusters Score -1.348449e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -13487978.000000 Penalty: 3826.458740
	Iteration 3Q: 3 clusters Score -1.348798e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -13493863.000000 Penalty: 3826.458740
	Iteration 4F: 3 clusters Score -1.349386e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -13502562.000000 Penalty: 3826.458740
	Iteration 5F: 3 clusters Score -1.350256e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -13512662.000000 Penalty: 3826.458740
	Iteration 6F: 3 clusters Score -1.351266e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119268 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -13521371.000000 Penalty: 3826.458740
	Iteration 7F: 3 clusters Score -1.352137e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -13526806.000000 Penalty: 3826.458740
	Iteration 8Q: 3 clusters Score -1.352681e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127604 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -13529251.000000 Penalty: 3826.458740
	Iteration 9Q: 3 clusters Score -1.352925e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13530118.000000 Penalty: 3826.458740
	Iteration 10Q: 3 clusters Score -1.353012e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13530513.000000 Penalty: 3826.458740
	Iteration 11Q: 3 clusters Score -1.353051e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13530658.000000 Penalty: 3826.458740
	Iteration 12Q: 3 clusters Score -1.353066e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13530750.000000 Penalty: 3826.458740
	Iteration 13Q: 3 clusters Score -1.353075e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13530779.000000 Penalty: 3826.458740
	Iteration 14Q: 3 clusters Score -1.353078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13530804.000000 Penalty: 3826.458740
	Iteration 15Q: 3 clusters Score -1.35308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129314 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -13530828.000000 Penalty: 3826.458740
	Iteration 16Q: 3 clusters Score -1.353083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13530855.000000 Penalty: 3826.458740
	Iteration 17Q: 3 clusters Score -1.353086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13530866.000000 Penalty: 3826.458740
	Iteration 18Q: 3 clusters Score -1.353087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129332 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13530879.000000 Penalty: 3826.458740
	Iteration 19Q: 3 clusters Score -1.353088e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13530898.000000 Penalty: 3826.458740
	Iteration 20F: 3 clusters Score -1.35309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13530902.000000 Penalty: 3826.458740
	Iteration 21Q: 3 clusters Score -1.35309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13530896.000000 Penalty: 3826.458740
	Iteration 22Q: 3 clusters Score -1.35309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13530907.000000 Penalty: 3826.458740
	Iteration 23Q: 3 clusters Score -1.353091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13530909.000000 Penalty: 3826.458740
	Iteration 24Q: 3 clusters Score -1.353091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13530913.000000 Penalty: 3826.458740
	Iteration 25Q: 3 clusters Score -1.353091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13530921.000000 Penalty: 3826.458740
	Iteration 26Q: 3 clusters Score -1.353092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13530921.000000 Penalty: 3826.458740
	Iteration 27Q: 3 clusters Score -1.353092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129344 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13530925.000000 Penalty: 3826.458740
	Iteration 28Q: 3 clusters Score -1.353092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13530922.000000 Penalty: 3826.458740
	Iteration 29Q: 3 clusters Score -1.353092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13530924.000000 Penalty: 3826.458740
	Iteration 30Q: 3 clusters Score -1.353092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13530920.000000 Penalty: 3826.458740
	Iteration 31Q: 3 clusters Score -1.353092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -13530921.000000 Penalty: 3826.458740
	Iteration 32Q: 3 clusters Score -1.353092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13530920.000000 Penalty: 3826.458740
	Iteration 33Q: 3 clusters Score -1.353092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13530920.000000 Penalty: 3826.458740
	Iteration 34F: 3 clusters Score -1.353092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Entering Unmasked Estep 
Score: -7049897.000000 Penalty: 1804.782593
	Iteration 0F: 2 clusters Score -7049897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -7005355.500000 Penalty: 3609.565186
	Iteration 0F: 3 clusters Score -7005356 nChanged 31450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -7023543.000000 Penalty: 3609.565186
	Iteration 1F: 3 clusters Score -7023543 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -7024151.000000 Penalty: 3609.565186
	Iteration 2Q: 3 clusters Score -7024151 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -7024929.000000 Penalty: 3609.565186
	Iteration 3Q: 3 clusters Score -7024929 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7025861.000000 Penalty: 3609.565186
	Iteration 4Q: 3 clusters Score -7025861 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -7026963.000000 Penalty: 3609.565186
	Iteration 5Q: 3 clusters Score -7026963 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7028324.000000 Penalty: 3609.565186
	Iteration 6Q: 3 clusters Score -7028324 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -7029803.000000 Penalty: 3609.565186
	Iteration 7Q: 3 clusters Score -7029803 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -7031608.500000 Penalty: 3609.565186
	Iteration 8Q: 3 clusters Score -7031608 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -7033708.000000 Penalty: 3609.565186
	Iteration 9F: 3 clusters Score -7033708 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -7035885.500000 Penalty: 3609.565186
	Iteration 10F: 3 clusters Score -7035886 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7037667.500000 Penalty: 3609.565186
	Iteration 11Q: 3 clusters Score -7037668 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -7038626.000000 Penalty: 3609.565186
	Iteration 12Q: 3 clusters Score -7038626 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -7039128.500000 Penalty: 3609.565186
	Iteration 13Q: 3 clusters Score -7039128 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -7039502.500000 Penalty: 3609.565186
	Iteration 14Q: 3 clusters Score -7039502 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -7039866.000000 Penalty: 3609.565186
	Iteration 15Q: 3 clusters Score -7039866 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -7040255.500000 Penalty: 3609.565186
	Iteration 16Q: 3 clusters Score -7040256 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -7040657.500000 Penalty: 3609.565186
	Iteration 17Q: 3 clusters Score -7040658 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -7041131.500000 Penalty: 3609.565186
	Iteration 18Q: 3 clusters Score -7041132 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -7041616.000000 Penalty: 3609.565186
	Iteration 19Q: 3 clusters Score -7041616 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -7042198.000000 Penalty: 3609.565186
	Iteration 20F: 3 clusters Score -7042198 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -7042821.500000 Penalty: 3609.565186
	Iteration 21Q: 3 clusters Score -7042822 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -7043534.000000 Penalty: 3609.565186
	Iteration 22Q: 3 clusters Score -7043534 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7044281.500000 Penalty: 3609.565186
	Iteration 23Q: 3 clusters Score -7044282 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -7045124.500000 Penalty: 3609.565186
	Iteration 24Q: 3 clusters Score -7045124 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -7045943.500000 Penalty: 3609.565186
	Iteration 25Q: 3 clusters Score -7045944 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -7046709.500000 Penalty: 3609.565186
	Iteration 26Q: 3 clusters Score -7046710 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -7047178.500000 Penalty: 3609.565186
	Iteration 27Q: 3 clusters Score -7047178 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7047540.500000 Penalty: 3609.565186
	Iteration 28Q: 3 clusters Score -7047540 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7047754.500000 Penalty: 3609.565186
	Iteration 29Q: 3 clusters Score -7047754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -7047926.000000 Penalty: 3609.565186
	Iteration 30Q: 3 clusters Score -7047926 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7048007.500000 Penalty: 3609.565186
	Iteration 31Q: 3 clusters Score -7048008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7048068.500000 Penalty: 3609.565186
	Iteration 32Q: 3 clusters Score -7048068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7048108.000000 Penalty: 3609.565186
	Iteration 33Q: 3 clusters Score -7048108 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -7048134.000000 Penalty: 3609.565186
	Iteration 34Q: 3 clusters Score -7048134 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7048155.500000 Penalty: 3609.565186
	Iteration 35Q: 3 clusters Score -7048156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7048180.500000 Penalty: 3609.565186
	Iteration 36Q: 3 clusters Score -7048180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7048193.000000 Penalty: 3609.565186
	Iteration 37Q: 3 clusters Score -7048193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7048210.000000 Penalty: 3609.565186
	Iteration 38Q: 3 clusters Score -7048210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7048245.500000 Penalty: 3609.565186
	Iteration 39Q: 3 clusters Score -7048246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7048248.000000 Penalty: 3609.565186
	Iteration 40F: 3 clusters Score -7048248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7048269.500000 Penalty: 3609.565186
	Iteration 41Q: 3 clusters Score -7048270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7048263.000000 Penalty: 3609.565186
	Iteration 42Q: 3 clusters Score -7048263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7048285.500000 Penalty: 3609.565186
	Iteration 43Q: 3 clusters Score -7048286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7048279.000000 Penalty: 3609.565186
	Iteration 44Q: 3 clusters Score -7048279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7048285.000000 Penalty: 3609.565186
	Iteration 45Q: 3 clusters Score -7048285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7048295.500000 Penalty: 3609.565186
	Iteration 46Q: 3 clusters Score -7048296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7048298.000000 Penalty: 3609.565186
	Iteration 47Q: 3 clusters Score -7048298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7048307.000000 Penalty: 3609.565186
	Iteration 48Q: 3 clusters Score -7048307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7048306.000000 Penalty: 3609.565186
	Iteration 49Q: 3 clusters Score -7048306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7048315.500000 Penalty: 3609.565186
	Iteration 50Q: 3 clusters Score -7048316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 51Q: 3 clusters Score -7048312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7048305.000000 Penalty: 3609.565186
	Iteration 52Q: 3 clusters Score -7048305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7048297.000000 Penalty: 3609.565186
	Iteration 53Q: 3 clusters Score -7048297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7048305.500000 Penalty: 3609.565186
	Iteration 54Q: 3 clusters Score -7048306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7048306.000000 Penalty: 3609.565186
	Iteration 55Q: 3 clusters Score -7048306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 56Q: 3 clusters Score -7048312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7048316.500000 Penalty: 3609.565186
	Iteration 57Q: 3 clusters Score -7048316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7048314.500000 Penalty: 3609.565186
	Iteration 58Q: 3 clusters Score -7048314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7048317.500000 Penalty: 3609.565186
	Iteration 59Q: 3 clusters Score -7048318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7048320.000000 Penalty: 3609.565186
	Iteration 60F: 3 clusters Score -7048320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7048318.000000 Penalty: 3609.565186
	Iteration 61Q: 3 clusters Score -7048318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7048310.500000 Penalty: 3609.565186
	Iteration 62Q: 3 clusters Score -7048310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7048314.000000 Penalty: 3609.565186
	Iteration 63Q: 3 clusters Score -7048314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7048313.500000 Penalty: 3609.565186
	Iteration 64Q: 3 clusters Score -7048314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7048311.000000 Penalty: 3609.565186
	Iteration 65Q: 3 clusters Score -7048311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7048313.000000 Penalty: 3609.565186
	Iteration 66Q: 3 clusters Score -7048313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7048310.500000 Penalty: 3609.565186
	Iteration 67Q: 3 clusters Score -7048310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7048309.500000 Penalty: 3609.565186
	Iteration 68Q: 3 clusters Score -7048310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7048310.500000 Penalty: 3609.565186
	Iteration 69Q: 3 clusters Score -7048310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7048309.000000 Penalty: 3609.565186
	Iteration 70Q: 3 clusters Score -7048309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7048309.500000 Penalty: 3609.565186
	Iteration 71Q: 3 clusters Score -7048310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 72Q: 3 clusters Score -7048312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7048309.000000 Penalty: 3609.565186
	Iteration 73Q: 3 clusters Score -7048309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 74Q: 3 clusters Score -7048312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 75Q: 3 clusters Score -7048312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7048320.500000 Penalty: 3609.565186
	Iteration 76Q: 3 clusters Score -7048320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7048319.000000 Penalty: 3609.565186
	Iteration 77Q: 3 clusters Score -7048319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7048311.000000 Penalty: 3609.565186
	Iteration 78Q: 3 clusters Score -7048311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7048316.500000 Penalty: 3609.565186
	Iteration 79Q: 3 clusters Score -7048316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7048312.500000 Penalty: 3609.565186
	Iteration 80F: 3 clusters Score -7048312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7048312.500000 Penalty: 3609.565186
	Iteration 81Q: 3 clusters Score -7048312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7048315.000000 Penalty: 3609.565186
	Iteration 82Q: 3 clusters Score -7048315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7048317.500000 Penalty: 3609.565186
	Iteration 83Q: 3 clusters Score -7048318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7048315.500000 Penalty: 3609.565186
	Iteration 84Q: 3 clusters Score -7048316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7048313.000000 Penalty: 3609.565186
	Iteration 85Q: 3 clusters Score -7048313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7048316.000000 Penalty: 3609.565186
	Iteration 86Q: 3 clusters Score -7048316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 87Q: 3 clusters Score -7048312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7048311.500000 Penalty: 3609.565186
	Iteration 88F: 3 clusters Score -7048312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Entering Unmasked Estep 
Score: -17751978.000000 Penalty: 1956.164062
	Iteration 0F: 2 clusters Score -1.775198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -17654272.000000 Penalty: 3912.328125
	Iteration 0F: 3 clusters Score -1.765427e+07 nChanged 81886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -17702090.000000 Penalty: 3912.328125
	Iteration 1F: 3 clusters Score -1.770209e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -17703246.000000 Penalty: 3912.328125
	Iteration 2Q: 3 clusters Score -1.770325e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -17705410.000000 Penalty: 3912.328125
	Iteration 3Q: 3 clusters Score -1.770541e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 101614 members 
Entering Unmasked Estep 
Score: -17708956.000000 Penalty: 3912.328125
	Iteration 4Q: 3 clusters Score -1.770896e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -17713800.000000 Penalty: 3912.328125
	Iteration 5F: 3 clusters Score -1.77138e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -17720628.000000 Penalty: 3912.328125
	Iteration 6F: 3 clusters Score -1.772063e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -17729106.000000 Penalty: 3912.328125
	Iteration 7F: 3 clusters Score -1.772911e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 140198 members 
Entering Unmasked Estep 
Score: -17738130.000000 Penalty: 3912.328125
	Iteration 8F: 3 clusters Score -1.773813e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -17744632.000000 Penalty: 3912.328125
	Iteration 9F: 3 clusters Score -1.774463e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -17747190.000000 Penalty: 3912.328125
	Iteration 10Q: 3 clusters Score -1.774719e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -17749194.000000 Penalty: 3912.328125
	Iteration 11Q: 3 clusters Score -1.774919e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -17750302.000000 Penalty: 3912.328125
	Iteration 12Q: 3 clusters Score -1.77503e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 162126 members 
Entering Unmasked Estep 
Score: -17750866.000000 Penalty: 3912.328125
	Iteration 13Q: 3 clusters Score -1.775087e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -17751150.000000 Penalty: 3912.328125
	Iteration 14Q: 3 clusters Score -1.775115e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -17751272.000000 Penalty: 3912.328125
	Iteration 15Q: 3 clusters Score -1.775127e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -17751380.000000 Penalty: 3912.328125
	Iteration 16Q: 3 clusters Score -1.775138e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -17751428.000000 Penalty: 3912.328125
	Iteration 17Q: 3 clusters Score -1.775143e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -17751480.000000 Penalty: 3912.328125
	Iteration 18Q: 3 clusters Score -1.775148e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -17751430.000000 Penalty: 3912.328125
	Iteration 19Q: 3 clusters Score -1.775143e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 165870 members 
Entering Unmasked Estep 
Score: -17751354.000000 Penalty: 3912.328125
	Iteration 20F: 3 clusters Score -1.775135e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -17751362.000000 Penalty: 3912.328125
	Iteration 21Q: 3 clusters Score -1.775136e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -17751330.000000 Penalty: 3912.328125
	Iteration 22Q: 3 clusters Score -1.775133e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -17751262.000000 Penalty: 3912.328125
	Iteration 23Q: 3 clusters Score -1.775126e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -17751224.000000 Penalty: 3912.328125
	Iteration 24Q: 3 clusters Score -1.775122e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 166706 members 
Entering Unmasked Estep 
Score: -17751228.000000 Penalty: 3912.328125
	Iteration 25Q: 3 clusters Score -1.775123e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 166806 members 
Entering Unmasked Estep 
Score: -17751196.000000 Penalty: 3912.328125
	Iteration 26Q: 3 clusters Score -1.77512e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -17751184.000000 Penalty: 3912.328125
	Iteration 27Q: 3 clusters Score -1.775118e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -17751152.000000 Penalty: 3912.328125
	Iteration 28Q: 3 clusters Score -1.775115e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 167049 members 
Entering Unmasked Estep 
Score: -17751160.000000 Penalty: 3912.328125
	Iteration 29Q: 3 clusters Score -1.775116e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -17751166.000000 Penalty: 3912.328125
	Iteration 30Q: 3 clusters Score -1.775117e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -17751190.000000 Penalty: 3912.328125
	Iteration 31Q: 3 clusters Score -1.775119e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -17751174.000000 Penalty: 3912.328125
	Iteration 32Q: 3 clusters Score -1.775117e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -17751164.000000 Penalty: 3912.328125
	Iteration 33Q: 3 clusters Score -1.775116e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 167351 members 
Entering Unmasked Estep 
Score: -17751132.000000 Penalty: 3912.328125
	Iteration 34Q: 3 clusters Score -1.775113e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 167392 members 
Entering Unmasked Estep 
Score: -17751130.000000 Penalty: 3912.328125
	Iteration 35Q: 3 clusters Score -1.775113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 167422 members 
Entering Unmasked Estep 
Score: -17751118.000000 Penalty: 3912.328125
	Iteration 36Q: 3 clusters Score -1.775112e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 167452 members 
Entering Unmasked Estep 
Score: -17751124.000000 Penalty: 3912.328125
	Iteration 37Q: 3 clusters Score -1.775112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -17751122.000000 Penalty: 3912.328125
	Iteration 38Q: 3 clusters Score -1.775112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 167498 members 
Entering Unmasked Estep 
Score: -17751124.000000 Penalty: 3912.328125
	Iteration 39Q: 3 clusters Score -1.775112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 167528 members 
Entering Unmasked Estep 
Score: -17751110.000000 Penalty: 3912.328125
	Iteration 40F: 3 clusters Score -1.775111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -17751116.000000 Penalty: 3912.328125
	Iteration 41Q: 3 clusters Score -1.775112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -17751130.000000 Penalty: 3912.328125
	Iteration 42Q: 3 clusters Score -1.775113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -17751110.000000 Penalty: 3912.328125
	Iteration 43Q: 3 clusters Score -1.775111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 167604 members 
Entering Unmasked Estep 
Score: -17751108.000000 Penalty: 3912.328125
	Iteration 44Q: 3 clusters Score -1.775111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 167619 members 
Entering Unmasked Estep 
Score: -17751114.000000 Penalty: 3912.328125
	Iteration 45Q: 3 clusters Score -1.775111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -17751092.000000 Penalty: 3912.328125
	Iteration 46Q: 3 clusters Score -1.775109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 167642 members 
Entering Unmasked Estep 
Score: -17751098.000000 Penalty: 3912.328125
	Iteration 47Q: 3 clusters Score -1.77511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -17751112.000000 Penalty: 3912.328125
	Iteration 48Q: 3 clusters Score -1.775111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -17751108.000000 Penalty: 3912.328125
	Iteration 49Q: 3 clusters Score -1.775111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -17751106.000000 Penalty: 3912.328125
	Iteration 50Q: 3 clusters Score -1.775111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 167679 members 
Entering Unmasked Estep 
Score: -17751118.000000 Penalty: 3912.328125
	Iteration 51Q: 3 clusters Score -1.775112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -17751126.000000 Penalty: 3912.328125
	Iteration 52Q: 3 clusters Score -1.775113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -17751120.000000 Penalty: 3912.328125
	Iteration 53Q: 3 clusters Score -1.775112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -17751106.000000 Penalty: 3912.328125
	Iteration 54Q: 3 clusters Score -1.775111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -17751112.000000 Penalty: 3912.328125
	Iteration 55Q: 3 clusters Score -1.775111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 167697 members 
Entering Unmasked Estep 
Score: -17751098.000000 Penalty: 3912.328125
	Iteration 56Q: 3 clusters Score -1.77511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 167705 members 
Entering Unmasked Estep 
Score: -17751106.000000 Penalty: 3912.328125
	Iteration 57Q: 3 clusters Score -1.775111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -17751106.000000 Penalty: 3912.328125
	Iteration 58Q: 3 clusters Score -1.775111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 167715 members 
Entering Unmasked Estep 
Score: -17751098.000000 Penalty: 3912.328125
	Iteration 59Q: 3 clusters Score -1.77511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 167718 members 
Entering Unmasked Estep 
Score: -17751106.000000 Penalty: 3912.328125
	Iteration 60F: 3 clusters Score -1.775111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -17751100.000000 Penalty: 3912.328125
	Iteration 61Q: 3 clusters Score -1.77511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -17751100.000000 Penalty: 3912.328125
	Iteration 62Q: 3 clusters Score -1.77511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -17751090.000000 Penalty: 3912.328125
	Iteration 63Q: 3 clusters Score -1.775109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -17751080.000000 Penalty: 3912.328125
	Iteration 64Q: 3 clusters Score -1.775108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 167742 members 
Entering Unmasked Estep 
Score: -17751072.000000 Penalty: 3912.328125
	Iteration 65Q: 3 clusters Score -1.775107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -17751090.000000 Penalty: 3912.328125
	Iteration 66Q: 3 clusters Score -1.775109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -17751088.000000 Penalty: 3912.328125
	Iteration 67Q: 3 clusters Score -1.775109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -17751088.000000 Penalty: 3912.328125
	Iteration 68F: 3 clusters Score -1.775109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -145759.187500 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -145759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -143861.140625 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -143861.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -144577.437500 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -144577.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -144945.593750 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -144945.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145149.250000 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -145149.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -145314.156250 Penalty: 2425.779541
	Iteration 4F: 3 clusters Score -145314.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -145430.437500 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -145430.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -145532.484375 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -145532.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -145624.312500 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -145624.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -145671.218750 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -145671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -145697.468750 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -145697.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -145711.500000 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -145711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -145715.843750 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -145715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -145716.875000 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -145716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -145717.390625 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -145717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -145720.203125 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -145720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -145720.687500 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -145720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -145721.593750 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -145721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -145721.781250 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -145721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -145721.875000 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -145721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -145721.875000 Penalty: 2425.779541
	Iteration 19F: 3 clusters Score -145721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Entering Unmasked Estep 
Score: -10403673.000000 Penalty: 1869.875732
	Iteration 0F: 2 clusters Score -1.040367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -10337607.000000 Penalty: 3739.751465
	Iteration 0F: 3 clusters Score -1.033761e+07 nChanged 47681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -10365963.000000 Penalty: 3739.751465
	Iteration 1F: 3 clusters Score -1.036596e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -10367931.000000 Penalty: 3739.751465
	Iteration 2Q: 3 clusters Score -1.036793e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -10371970.000000 Penalty: 3739.751465
	Iteration 3F: 3 clusters Score -1.037197e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -10378325.000000 Penalty: 3739.751465
	Iteration 4F: 3 clusters Score -1.037832e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -10386318.000000 Penalty: 3739.751465
	Iteration 5F: 3 clusters Score -1.038632e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -10393403.000000 Penalty: 3739.751465
	Iteration 6F: 3 clusters Score -1.03934e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -10397894.000000 Penalty: 3739.751465
	Iteration 7Q: 3 clusters Score -1.039789e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10400225.000000 Penalty: 3739.751465
	Iteration 8Q: 3 clusters Score -1.040022e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10401263.000000 Penalty: 3739.751465
	Iteration 9Q: 3 clusters Score -1.040126e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10401685.000000 Penalty: 3739.751465
	Iteration 10Q: 3 clusters Score -1.040168e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10401800.000000 Penalty: 3739.751465
	Iteration 11Q: 3 clusters Score -1.04018e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10401880.000000 Penalty: 3739.751465
	Iteration 12Q: 3 clusters Score -1.040188e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10401954.000000 Penalty: 3739.751465
	Iteration 13Q: 3 clusters Score -1.040195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10401985.000000 Penalty: 3739.751465
	Iteration 14Q: 3 clusters Score -1.040198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99163 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10402018.000000 Penalty: 3739.751465
	Iteration 15Q: 3 clusters Score -1.040202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10402039.000000 Penalty: 3739.751465
	Iteration 16Q: 3 clusters Score -1.040204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10402042.000000 Penalty: 3739.751465
	Iteration 17Q: 3 clusters Score -1.040204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10402044.000000 Penalty: 3739.751465
	Iteration 18Q: 3 clusters Score -1.040204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10402050.000000 Penalty: 3739.751465
	Iteration 19Q: 3 clusters Score -1.040205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10402059.000000 Penalty: 3739.751465
	Iteration 20F: 3 clusters Score -1.040206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10402062.000000 Penalty: 3739.751465
	Iteration 21Q: 3 clusters Score -1.040206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10402066.000000 Penalty: 3739.751465
	Iteration 22Q: 3 clusters Score -1.040207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10402066.000000 Penalty: 3739.751465
	Iteration 23Q: 3 clusters Score -1.040207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10402063.000000 Penalty: 3739.751465
	Iteration 24Q: 3 clusters Score -1.040206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10402084.000000 Penalty: 3739.751465
	Iteration 25Q: 3 clusters Score -1.040208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10402084.000000 Penalty: 3739.751465
	Iteration 26F: 3 clusters Score -1.040208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Entering Unmasked Estep 
Score: -10748366.000000 Penalty: 1874.593262
	Iteration 0F: 2 clusters Score -1.074837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -10679977.000000 Penalty: 3749.186523
	Iteration 0F: 3 clusters Score -1.067998e+07 nChanged 48922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -10708425.000000 Penalty: 3749.186523
	Iteration 1F: 3 clusters Score -1.070842e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -10709489.000000 Penalty: 3749.186523
	Iteration 2Q: 3 clusters Score -1.070949e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -10711261.000000 Penalty: 3749.186523
	Iteration 3Q: 3 clusters Score -1.071126e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -10714282.000000 Penalty: 3749.186523
	Iteration 4F: 3 clusters Score -1.071428e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -10719583.000000 Penalty: 3749.186523
	Iteration 5F: 3 clusters Score -1.071958e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -10727230.000000 Penalty: 3749.186523
	Iteration 6F: 3 clusters Score -1.072723e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -10735733.000000 Penalty: 3749.186523
	Iteration 7F: 3 clusters Score -1.073573e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96006 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -10741922.000000 Penalty: 3749.186523
	Iteration 8F: 3 clusters Score -1.074192e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -10745227.000000 Penalty: 3749.186523
	Iteration 9Q: 3 clusters Score -1.074523e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10746423.000000 Penalty: 3749.186523
	Iteration 10Q: 3 clusters Score -1.074642e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10746801.000000 Penalty: 3749.186523
	Iteration 11Q: 3 clusters Score -1.07468e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10746987.000000 Penalty: 3749.186523
	Iteration 12Q: 3 clusters Score -1.074699e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10747066.000000 Penalty: 3749.186523
	Iteration 13Q: 3 clusters Score -1.074707e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10747136.000000 Penalty: 3749.186523
	Iteration 14Q: 3 clusters Score -1.074714e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10747158.000000 Penalty: 3749.186523
	Iteration 15Q: 3 clusters Score -1.074716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10747193.000000 Penalty: 3749.186523
	Iteration 16Q: 3 clusters Score -1.074719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10747201.000000 Penalty: 3749.186523
	Iteration 17Q: 3 clusters Score -1.07472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10747214.000000 Penalty: 3749.186523
	Iteration 18Q: 3 clusters Score -1.074721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10747214.000000 Penalty: 3749.186523
	Iteration 19Q: 3 clusters Score -1.074721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10747210.000000 Penalty: 3749.186523
	Iteration 20F: 3 clusters Score -1.074721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10747217.000000 Penalty: 3749.186523
	Iteration 21Q: 3 clusters Score -1.074722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10747218.000000 Penalty: 3749.186523
	Iteration 22Q: 3 clusters Score -1.074722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10747228.000000 Penalty: 3749.186523
	Iteration 23Q: 3 clusters Score -1.074723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10747235.000000 Penalty: 3749.186523
	Iteration 24Q: 3 clusters Score -1.074724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10747232.000000 Penalty: 3749.186523
	Iteration 25Q: 3 clusters Score -1.074723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10747237.000000 Penalty: 3749.186523
	Iteration 26Q: 3 clusters Score -1.074724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10747236.000000 Penalty: 3749.186523
	Iteration 27Q: 3 clusters Score -1.074724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10747244.000000 Penalty: 3749.186523
	Iteration 28Q: 3 clusters Score -1.074724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10747249.000000 Penalty: 3749.186523
	Iteration 29Q: 3 clusters Score -1.074725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10747249.000000 Penalty: 3749.186523
	Iteration 30F: 3 clusters Score -1.074725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -163199.921875 Penalty: 1223.091675
	Iteration 0F: 2 clusters Score -163199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161279.046875 Penalty: 2446.183350
	Iteration 0F: 3 clusters Score -161279 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -161934.453125 Penalty: 2446.183350
	Iteration 1F: 3 clusters Score -161934.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -162216.781250 Penalty: 2446.183350
	Iteration 2F: 3 clusters Score -162216.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -162419.937500 Penalty: 2446.183350
	Iteration 3F: 3 clusters Score -162419.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -162564.625000 Penalty: 2446.183350
	Iteration 4F: 3 clusters Score -162564.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162707.578125 Penalty: 2446.183350
	Iteration 5Q: 3 clusters Score -162707.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -162837.390625 Penalty: 2446.183350
	Iteration 6Q: 3 clusters Score -162837.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -162945.921875 Penalty: 2446.183350
	Iteration 7Q: 3 clusters Score -162945.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -163020.703125 Penalty: 2446.183350
	Iteration 8Q: 3 clusters Score -163020.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163068.765625 Penalty: 2446.183350
	Iteration 9Q: 3 clusters Score -163068.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -163104.062500 Penalty: 2446.183350
	Iteration 10Q: 3 clusters Score -163104.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -163143.343750 Penalty: 2446.183350
	Iteration 11Q: 3 clusters Score -163143.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -163172.921875 Penalty: 2446.183350
	Iteration 12Q: 3 clusters Score -163172.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -163192.031250 Penalty: 2446.183350
	Iteration 13Q: 3 clusters Score -163192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -163201.125000 Penalty: 2446.183350
	Iteration 14Q: 3 clusters Score -163201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -163206.812500 Penalty: 2446.183350
	Iteration 15Q: 3 clusters Score -163206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -163215.203125 Penalty: 2446.183350
	Iteration 16Q: 3 clusters Score -163215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -163222.234375 Penalty: 2446.183350
	Iteration 17Q: 3 clusters Score -163222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -163226.781250 Penalty: 2446.183350
	Iteration 18Q: 3 clusters Score -163226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -163230.062500 Penalty: 2446.183350
	Iteration 19Q: 3 clusters Score -163230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -163233.156250 Penalty: 2446.183350
	Iteration 20F: 3 clusters Score -163233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -163243.921875 Penalty: 2446.183350
	Iteration 21Q: 3 clusters Score -163243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -163248.718750 Penalty: 2446.183350
	Iteration 22Q: 3 clusters Score -163248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -163253.046875 Penalty: 2446.183350
	Iteration 23Q: 3 clusters Score -163253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -163259.109375 Penalty: 2446.183350
	Iteration 24Q: 3 clusters Score -163259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -163261.062500 Penalty: 2446.183350
	Iteration 25Q: 3 clusters Score -163261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -163262.640625 Penalty: 2446.183350
	Iteration 26Q: 3 clusters Score -163262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -163262.875000 Penalty: 2446.183350
	Iteration 27Q: 3 clusters Score -163262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -163262.875000 Penalty: 2446.183350
	Iteration 28F: 3 clusters Score -163262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 1079 members 
Entering Unmasked Estep 
Score: -154049872.000000 Penalty: 113419.390625
Splitting cluster 23 changes total score from -154050768.000000 to -154049872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (37808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Entering Unmasked Estep 
Score: -3931250.000000 Penalty: 1712.794800
	Iteration 0F: 2 clusters Score -3931250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3905886.000000 Penalty: 3425.589600
	Iteration 0F: 3 clusters Score -3905886 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3915986.000000 Penalty: 3425.589600
	Iteration 1F: 3 clusters Score -3915986 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3916600.750000 Penalty: 3425.589600
	Iteration 2Q: 3 clusters Score -3916601 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3917323.000000 Penalty: 3425.589600
	Iteration 3Q: 3 clusters Score -3917323 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3918199.250000 Penalty: 3425.589600
	Iteration 4Q: 3 clusters Score -3918199 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3919379.000000 Penalty: 3425.589600
	Iteration 5F: 3 clusters Score -3919379 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3920960.000000 Penalty: 3425.589600
	Iteration 6F: 3 clusters Score -3920960 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3922905.250000 Penalty: 3425.589600
	Iteration 7F: 3 clusters Score -3922905 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3924953.000000 Penalty: 3425.589600
	Iteration 8F: 3 clusters Score -3924953 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3926319.750000 Penalty: 3425.589600
	Iteration 9F: 3 clusters Score -3926320 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3927009.000000 Penalty: 3425.589600
	Iteration 10Q: 3 clusters Score -3927009 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3927388.750000 Penalty: 3425.589600
	Iteration 11Q: 3 clusters Score -3927389 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3927688.500000 Penalty: 3425.589600
	Iteration 12Q: 3 clusters Score -3927688 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3927923.500000 Penalty: 3425.589600
	Iteration 13Q: 3 clusters Score -3927924 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3928115.750000 Penalty: 3425.589600
	Iteration 14Q: 3 clusters Score -3928116 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3928266.750000 Penalty: 3425.589600
	Iteration 15Q: 3 clusters Score -3928267 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3928393.500000 Penalty: 3425.589600
	Iteration 16Q: 3 clusters Score -3928394 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3928468.250000 Penalty: 3425.589600
	Iteration 17Q: 3 clusters Score -3928468 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3928538.750000 Penalty: 3425.589600
	Iteration 18Q: 3 clusters Score -3928539 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3928591.750000 Penalty: 3425.589600
	Iteration 19Q: 3 clusters Score -3928592 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3928645.750000 Penalty: 3425.589600
	Iteration 20F: 3 clusters Score -3928646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3928698.250000 Penalty: 3425.589600
	Iteration 21Q: 3 clusters Score -3928698 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3928756.500000 Penalty: 3425.589600
	Iteration 22Q: 3 clusters Score -3928756 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3928810.000000 Penalty: 3425.589600
	Iteration 23Q: 3 clusters Score -3928810 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3928856.000000 Penalty: 3425.589600
	Iteration 24Q: 3 clusters Score -3928856 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3928912.500000 Penalty: 3425.589600
	Iteration 25Q: 3 clusters Score -3928912 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3928947.750000 Penalty: 3425.589600
	Iteration 26Q: 3 clusters Score -3928948 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3928982.750000 Penalty: 3425.589600
	Iteration 27Q: 3 clusters Score -3928983 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3929013.500000 Penalty: 3425.589600
	Iteration 28Q: 3 clusters Score -3929014 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3929048.500000 Penalty: 3425.589600
	Iteration 29Q: 3 clusters Score -3929048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3929068.000000 Penalty: 3425.589600
	Iteration 30Q: 3 clusters Score -3929068 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3929105.750000 Penalty: 3425.589600
	Iteration 31Q: 3 clusters Score -3929106 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3929150.500000 Penalty: 3425.589600
	Iteration 32Q: 3 clusters Score -3929150 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3929215.750000 Penalty: 3425.589600
	Iteration 33Q: 3 clusters Score -3929216 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -3929232.250000 Penalty: 3425.589600
	Iteration 34Q: 3 clusters Score -3929232 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3929244.250000 Penalty: 3425.589600
	Iteration 35Q: 3 clusters Score -3929244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -3929260.750000 Penalty: 3425.589600
	Iteration 36Q: 3 clusters Score -3929261 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -3929284.250000 Penalty: 3425.589600
	Iteration 37Q: 3 clusters Score -3929284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3929314.750000 Penalty: 3425.589600
	Iteration 38Q: 3 clusters Score -3929315 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -3929325.500000 Penalty: 3425.589600
	Iteration 39Q: 3 clusters Score -3929326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3929358.750000 Penalty: 3425.589600
	Iteration 40F: 3 clusters Score -3929359 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3929375.250000 Penalty: 3425.589600
	Iteration 41Q: 3 clusters Score -3929375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3929389.000000 Penalty: 3425.589600
	Iteration 42Q: 3 clusters Score -3929389 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3929418.250000 Penalty: 3425.589600
	Iteration 43Q: 3 clusters Score -3929418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3929425.250000 Penalty: 3425.589600
	Iteration 44Q: 3 clusters Score -3929425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -3929440.500000 Penalty: 3425.589600
	Iteration 45Q: 3 clusters Score -3929440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3929441.000000 Penalty: 3425.589600
	Iteration 46Q: 3 clusters Score -3929441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -3929448.750000 Penalty: 3425.589600
	Iteration 47Q: 3 clusters Score -3929449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -3929461.750000 Penalty: 3425.589600
	Iteration 48Q: 3 clusters Score -3929462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3929482.000000 Penalty: 3425.589600
	Iteration 49Q: 3 clusters Score -3929482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3929490.000000 Penalty: 3425.589600
	Iteration 50Q: 3 clusters Score -3929490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3929510.250000 Penalty: 3425.589600
	Iteration 51Q: 3 clusters Score -3929510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3929512.500000 Penalty: 3425.589600
	Iteration 52Q: 3 clusters Score -3929512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -3929520.750000 Penalty: 3425.589600
	Iteration 53Q: 3 clusters Score -3929521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3929535.000000 Penalty: 3425.589600
	Iteration 54Q: 3 clusters Score -3929535 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3929549.250000 Penalty: 3425.589600
	Iteration 55Q: 3 clusters Score -3929549 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -3929554.750000 Penalty: 3425.589600
	Iteration 56Q: 3 clusters Score -3929555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3929579.500000 Penalty: 3425.589600
	Iteration 57Q: 3 clusters Score -3929580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -3929591.000000 Penalty: 3425.589600
	Iteration 58Q: 3 clusters Score -3929591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -3929595.250000 Penalty: 3425.589600
	Iteration 59Q: 3 clusters Score -3929595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -3929606.250000 Penalty: 3425.589600
	Iteration 60F: 3 clusters Score -3929606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3929620.000000 Penalty: 3425.589600
	Iteration 61Q: 3 clusters Score -3929620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -3929632.500000 Penalty: 3425.589600
	Iteration 62Q: 3 clusters Score -3929632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -3929650.500000 Penalty: 3425.589600
	Iteration 63Q: 3 clusters Score -3929650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3929673.000000 Penalty: 3425.589600
	Iteration 64Q: 3 clusters Score -3929673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -3929683.500000 Penalty: 3425.589600
	Iteration 65Q: 3 clusters Score -3929684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3929702.250000 Penalty: 3425.589600
	Iteration 66Q: 3 clusters Score -3929702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3929710.750000 Penalty: 3425.589600
	Iteration 67Q: 3 clusters Score -3929711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -3929715.500000 Penalty: 3425.589600
	Iteration 68Q: 3 clusters Score -3929716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -3929719.000000 Penalty: 3425.589600
	Iteration 69Q: 3 clusters Score -3929719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -3929727.500000 Penalty: 3425.589600
	Iteration 70Q: 3 clusters Score -3929728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3929718.500000 Penalty: 3425.589600
	Iteration 71Q: 3 clusters Score -3929718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -3929726.500000 Penalty: 3425.589600
	Iteration 72Q: 3 clusters Score -3929726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -3929725.500000 Penalty: 3425.589600
	Iteration 73Q: 3 clusters Score -3929726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3929727.500000 Penalty: 3425.589600
	Iteration 74Q: 3 clusters Score -3929728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -3929728.500000 Penalty: 3425.589600
	Iteration 75Q: 3 clusters Score -3929728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3929741.000000 Penalty: 3425.589600
	Iteration 76Q: 3 clusters Score -3929741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3929737.250000 Penalty: 3425.589600
	Iteration 77Q: 3 clusters Score -3929737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -3929744.000000 Penalty: 3425.589600
	Iteration 78Q: 3 clusters Score -3929744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -3929745.250000 Penalty: 3425.589600
	Iteration 79Q: 3 clusters Score -3929745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -3929751.250000 Penalty: 3425.589600
	Iteration 80F: 3 clusters Score -3929751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3929755.000000 Penalty: 3425.589600
	Iteration 81Q: 3 clusters Score -3929755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -3929757.750000 Penalty: 3425.589600
	Iteration 82Q: 3 clusters Score -3929758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -3929757.250000 Penalty: 3425.589600
	Iteration 83Q: 3 clusters Score -3929757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -3929752.500000 Penalty: 3425.589600
	Iteration 84Q: 3 clusters Score -3929752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3929752.750000 Penalty: 3425.589600
	Iteration 85Q: 3 clusters Score -3929753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -3929755.000000 Penalty: 3425.589600
	Iteration 86Q: 3 clusters Score -3929755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -3929758.250000 Penalty: 3425.589600
	Iteration 87Q: 3 clusters Score -3929758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -3929753.500000 Penalty: 3425.589600
	Iteration 88Q: 3 clusters Score -3929754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -3929755.250000 Penalty: 3425.589600
	Iteration 89Q: 3 clusters Score -3929755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -3929754.750000 Penalty: 3425.589600
	Iteration 90Q: 3 clusters Score -3929755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -3929757.500000 Penalty: 3425.589600
	Iteration 91Q: 3 clusters Score -3929758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -3929762.500000 Penalty: 3425.589600
	Iteration 92Q: 3 clusters Score -3929762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -3929761.500000 Penalty: 3425.589600
	Iteration 93Q: 3 clusters Score -3929762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -3929765.000000 Penalty: 3425.589600
	Iteration 94Q: 3 clusters Score -3929765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -3929766.000000 Penalty: 3425.589600
	Iteration 95Q: 3 clusters Score -3929766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3929764.250000 Penalty: 3425.589600
	Iteration 96Q: 3 clusters Score -3929764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -3929764.250000 Penalty: 3425.589600
	Iteration 97F: 3 clusters Score -3929764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Entering Unmasked Estep 
Score: -16183392.000000 Penalty: 1942.661133
	Iteration 0F: 2 clusters Score -1.618339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -16082141.000000 Penalty: 3885.322266
	Iteration 0F: 3 clusters Score -1.608214e+07 nChanged 75093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -16126991.000000 Penalty: 3885.322266
	Iteration 1F: 3 clusters Score -1.612699e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -16128850.000000 Penalty: 3885.322266
	Iteration 2Q: 3 clusters Score -1.612885e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -16131756.000000 Penalty: 3885.322266
	Iteration 3Q: 3 clusters Score -1.613176e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -16136312.000000 Penalty: 3885.322266
	Iteration 4Q: 3 clusters Score -1.613631e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -16142845.000000 Penalty: 3885.322266
	Iteration 5F: 3 clusters Score -1.614284e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -16150793.000000 Penalty: 3885.322266
	Iteration 6F: 3 clusters Score -1.615079e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -16157986.000000 Penalty: 3885.322266
	Iteration 7F: 3 clusters Score -1.615799e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -16162645.000000 Penalty: 3885.322266
	Iteration 8F: 3 clusters Score -1.616264e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -16164790.000000 Penalty: 3885.322266
	Iteration 9Q: 3 clusters Score -1.616479e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106055 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -16165714.000000 Penalty: 3885.322266
	Iteration 10Q: 3 clusters Score -1.616571e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -16166498.000000 Penalty: 3885.322266
	Iteration 11Q: 3 clusters Score -1.61665e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109822 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -16167113.000000 Penalty: 3885.322266
	Iteration 12Q: 3 clusters Score -1.616711e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -16167741.000000 Penalty: 3885.322266
	Iteration 13Q: 3 clusters Score -1.616774e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -16168433.000000 Penalty: 3885.322266
	Iteration 14Q: 3 clusters Score -1.616843e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115645 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -16169053.000000 Penalty: 3885.322266
	Iteration 15Q: 3 clusters Score -1.616905e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -16169671.000000 Penalty: 3885.322266
	Iteration 16Q: 3 clusters Score -1.616967e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119901 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -16170359.000000 Penalty: 3885.322266
	Iteration 17Q: 3 clusters Score -1.617036e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -16171015.000000 Penalty: 3885.322266
	Iteration 18Q: 3 clusters Score -1.617102e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -16171874.000000 Penalty: 3885.322266
	Iteration 19Q: 3 clusters Score -1.617187e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -16172746.000000 Penalty: 3885.322266
	Iteration 20F: 3 clusters Score -1.617275e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -16173673.000000 Penalty: 3885.322266
	Iteration 21Q: 3 clusters Score -1.617367e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -16174627.000000 Penalty: 3885.322266
	Iteration 22Q: 3 clusters Score -1.617463e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -16175529.000000 Penalty: 3885.322266
	Iteration 23Q: 3 clusters Score -1.617553e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -16176473.000000 Penalty: 3885.322266
	Iteration 24Q: 3 clusters Score -1.617647e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139783 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -16177491.000000 Penalty: 3885.322266
	Iteration 25Q: 3 clusters Score -1.617749e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -16178630.000000 Penalty: 3885.322266
	Iteration 26Q: 3 clusters Score -1.617863e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144188 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -16179367.000000 Penalty: 3885.322266
	Iteration 27Q: 3 clusters Score -1.617937e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -16179957.000000 Penalty: 3885.322266
	Iteration 28Q: 3 clusters Score -1.617996e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -16180442.000000 Penalty: 3885.322266
	Iteration 29Q: 3 clusters Score -1.618044e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149134 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -16180875.000000 Penalty: 3885.322266
	Iteration 30Q: 3 clusters Score -1.618088e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -16181086.000000 Penalty: 3885.322266
	Iteration 31Q: 3 clusters Score -1.618109e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -16181283.000000 Penalty: 3885.322266
	Iteration 32Q: 3 clusters Score -1.618128e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151776 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -16181382.000000 Penalty: 3885.322266
	Iteration 33Q: 3 clusters Score -1.618138e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152316 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -16181546.000000 Penalty: 3885.322266
	Iteration 34Q: 3 clusters Score -1.618155e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -16181609.000000 Penalty: 3885.322266
	Iteration 35Q: 3 clusters Score -1.618161e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -16181729.000000 Penalty: 3885.322266
	Iteration 36Q: 3 clusters Score -1.618173e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153290 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -16181805.000000 Penalty: 3885.322266
	Iteration 37Q: 3 clusters Score -1.61818e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -16181860.000000 Penalty: 3885.322266
	Iteration 38Q: 3 clusters Score -1.618186e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16181892.000000 Penalty: 3885.322266
	Iteration 39Q: 3 clusters Score -1.618189e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -16181951.000000 Penalty: 3885.322266
	Iteration 40F: 3 clusters Score -1.618195e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153925 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16181994.000000 Penalty: 3885.322266
	Iteration 41Q: 3 clusters Score -1.618199e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -16182047.000000 Penalty: 3885.322266
	Iteration 42Q: 3 clusters Score -1.618205e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16182091.000000 Penalty: 3885.322266
	Iteration 43Q: 3 clusters Score -1.618209e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16182099.000000 Penalty: 3885.322266
	Iteration 44Q: 3 clusters Score -1.61821e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16182117.000000 Penalty: 3885.322266
	Iteration 45Q: 3 clusters Score -1.618212e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -16182112.000000 Penalty: 3885.322266
	Iteration 46Q: 3 clusters Score -1.618211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -16182130.000000 Penalty: 3885.322266
	Iteration 47Q: 3 clusters Score -1.618213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154264 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16182122.000000 Penalty: 3885.322266
	Iteration 48Q: 3 clusters Score -1.618212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16182132.000000 Penalty: 3885.322266
	Iteration 49Q: 3 clusters Score -1.618213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16182147.000000 Penalty: 3885.322266
	Iteration 50Q: 3 clusters Score -1.618215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154320 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16182146.000000 Penalty: 3885.322266
	Iteration 51Q: 3 clusters Score -1.618215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -16182155.000000 Penalty: 3885.322266
	Iteration 52Q: 3 clusters Score -1.618216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -16182143.000000 Penalty: 3885.322266
	Iteration 53Q: 3 clusters Score -1.618214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154351 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -16182154.000000 Penalty: 3885.322266
	Iteration 54Q: 3 clusters Score -1.618215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -16182159.000000 Penalty: 3885.322266
	Iteration 55Q: 3 clusters Score -1.618216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16182157.000000 Penalty: 3885.322266
	Iteration 56Q: 3 clusters Score -1.618216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154363 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -16182159.000000 Penalty: 3885.322266
	Iteration 57Q: 3 clusters Score -1.618216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16182157.000000 Penalty: 3885.322266
	Iteration 58Q: 3 clusters Score -1.618216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16182151.000000 Penalty: 3885.322266
	Iteration 59Q: 3 clusters Score -1.618215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16182146.000000 Penalty: 3885.322266
	Iteration 60F: 3 clusters Score -1.618215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16182140.000000 Penalty: 3885.322266
	Iteration 61Q: 3 clusters Score -1.618214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16182158.000000 Penalty: 3885.322266
	Iteration 62Q: 3 clusters Score -1.618216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16182162.000000 Penalty: 3885.322266
	Iteration 63Q: 3 clusters Score -1.618216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -16182164.000000 Penalty: 3885.322266
	Iteration 64Q: 3 clusters Score -1.618216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16182178.000000 Penalty: 3885.322266
	Iteration 65Q: 3 clusters Score -1.618218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16182178.000000 Penalty: 3885.322266
	Iteration 66Q: 3 clusters Score -1.618218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16182186.000000 Penalty: 3885.322266
	Iteration 67Q: 3 clusters Score -1.618219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16182178.000000 Penalty: 3885.322266
	Iteration 68Q: 3 clusters Score -1.618218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16182198.000000 Penalty: 3885.322266
	Iteration 69Q: 3 clusters Score -1.61822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16182190.000000 Penalty: 3885.322266
	Iteration 70Q: 3 clusters Score -1.618219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16182186.000000 Penalty: 3885.322266
	Iteration 71Q: 3 clusters Score -1.618219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -16182194.000000 Penalty: 3885.322266
	Iteration 72Q: 3 clusters Score -1.618219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16182188.000000 Penalty: 3885.322266
	Iteration 73Q: 3 clusters Score -1.618219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -16182184.000000 Penalty: 3885.322266
	Iteration 74Q: 3 clusters Score -1.618218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16182198.000000 Penalty: 3885.322266
	Iteration 75Q: 3 clusters Score -1.61822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16182204.000000 Penalty: 3885.322266
	Iteration 76Q: 3 clusters Score -1.61822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16182210.000000 Penalty: 3885.322266
	Iteration 77Q: 3 clusters Score -1.618221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16182204.000000 Penalty: 3885.322266
	Iteration 78Q: 3 clusters Score -1.61822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154467 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16182204.000000 Penalty: 3885.322266
	Iteration 79Q: 3 clusters Score -1.61822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154474 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16182211.000000 Penalty: 3885.322266
	Iteration 80F: 3 clusters Score -1.618221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16182203.000000 Penalty: 3885.322266
	Iteration 81Q: 3 clusters Score -1.61822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16182211.000000 Penalty: 3885.322266
	Iteration 82Q: 3 clusters Score -1.618221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16182212.000000 Penalty: 3885.322266
	Iteration 83Q: 3 clusters Score -1.618221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16182216.000000 Penalty: 3885.322266
	Iteration 84Q: 3 clusters Score -1.618222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16182222.000000 Penalty: 3885.322266
	Iteration 85Q: 3 clusters Score -1.618222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16182216.000000 Penalty: 3885.322266
	Iteration 86Q: 3 clusters Score -1.618222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16182220.000000 Penalty: 3885.322266
	Iteration 87Q: 3 clusters Score -1.618222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16182220.000000 Penalty: 3885.322266
	Iteration 88F: 3 clusters Score -1.618222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Entering Unmasked Estep 
Score: -1596023.000000 Penalty: 1565.211792
	Iteration 0F: 2 clusters Score -1596023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1585436.125000 Penalty: 3130.423584
	Iteration 0F: 3 clusters Score -1585436 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1589337.875000 Penalty: 3130.423584
	Iteration 1F: 3 clusters Score -1589338 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1589850.250000 Penalty: 3130.423584
	Iteration 2F: 3 clusters Score -1589850 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1590272.125000 Penalty: 3130.423584
	Iteration 3F: 3 clusters Score -1590272 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1590658.250000 Penalty: 3130.423584
	Iteration 4F: 3 clusters Score -1590658 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1591090.625000 Penalty: 3130.423584
	Iteration 5F: 3 clusters Score -1591091 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1591607.125000 Penalty: 3130.423584
	Iteration 6F: 3 clusters Score -1591607 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1592181.375000 Penalty: 3130.423584
	Iteration 7F: 3 clusters Score -1592181 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1592752.000000 Penalty: 3130.423584
	Iteration 8Q: 3 clusters Score -1592752 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1593122.875000 Penalty: 3130.423584
	Iteration 9Q: 3 clusters Score -1593123 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1593328.500000 Penalty: 3130.423584
	Iteration 10Q: 3 clusters Score -1593328 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1593438.625000 Penalty: 3130.423584
	Iteration 11Q: 3 clusters Score -1593439 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1593488.750000 Penalty: 3130.423584
	Iteration 12Q: 3 clusters Score -1593489 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1593545.750000 Penalty: 3130.423584
	Iteration 13Q: 3 clusters Score -1593546 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1593609.500000 Penalty: 3130.423584
	Iteration 14Q: 3 clusters Score -1593610 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1593671.625000 Penalty: 3130.423584
	Iteration 15Q: 3 clusters Score -1593672 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1593720.875000 Penalty: 3130.423584
	Iteration 16Q: 3 clusters Score -1593721 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1593751.000000 Penalty: 3130.423584
	Iteration 17Q: 3 clusters Score -1593751 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1593786.500000 Penalty: 3130.423584
	Iteration 18Q: 3 clusters Score -1593786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1593832.125000 Penalty: 3130.423584
	Iteration 19Q: 3 clusters Score -1593832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1593869.250000 Penalty: 3130.423584
	Iteration 20F: 3 clusters Score -1593869 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1593914.625000 Penalty: 3130.423584
	Iteration 21Q: 3 clusters Score -1593915 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1593959.125000 Penalty: 3130.423584
	Iteration 22Q: 3 clusters Score -1593959 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1594010.875000 Penalty: 3130.423584
	Iteration 23Q: 3 clusters Score -1594011 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1594061.625000 Penalty: 3130.423584
	Iteration 24Q: 3 clusters Score -1594062 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1594128.750000 Penalty: 3130.423584
	Iteration 25Q: 3 clusters Score -1594129 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1594203.625000 Penalty: 3130.423584
	Iteration 26Q: 3 clusters Score -1594204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1594287.250000 Penalty: 3130.423584
	Iteration 27Q: 3 clusters Score -1594287 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1594355.000000 Penalty: 3130.423584
	Iteration 28Q: 3 clusters Score -1594355 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1594433.125000 Penalty: 3130.423584
	Iteration 29Q: 3 clusters Score -1594433 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1594517.875000 Penalty: 3130.423584
	Iteration 30Q: 3 clusters Score -1594518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1594607.625000 Penalty: 3130.423584
	Iteration 31Q: 3 clusters Score -1594608 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1594701.250000 Penalty: 3130.423584
	Iteration 32Q: 3 clusters Score -1594701 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1594807.375000 Penalty: 3130.423584
	Iteration 33Q: 3 clusters Score -1594807 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1594901.125000 Penalty: 3130.423584
	Iteration 34Q: 3 clusters Score -1594901 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1595028.625000 Penalty: 3130.423584
	Iteration 35Q: 3 clusters Score -1595029 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1595149.750000 Penalty: 3130.423584
	Iteration 36Q: 3 clusters Score -1595150 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1595241.625000 Penalty: 3130.423584
	Iteration 37Q: 3 clusters Score -1595242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1595292.750000 Penalty: 3130.423584
	Iteration 38Q: 3 clusters Score -1595293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1595327.375000 Penalty: 3130.423584
	Iteration 39Q: 3 clusters Score -1595327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1595367.625000 Penalty: 3130.423584
	Iteration 40F: 3 clusters Score -1595368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1595392.750000 Penalty: 3130.423584
	Iteration 41Q: 3 clusters Score -1595393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1595411.125000 Penalty: 3130.423584
	Iteration 42Q: 3 clusters Score -1595411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1595413.250000 Penalty: 3130.423584
	Iteration 43Q: 3 clusters Score -1595413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1595420.625000 Penalty: 3130.423584
	Iteration 44Q: 3 clusters Score -1595421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1595420.500000 Penalty: 3130.423584
	Iteration 45Q: 3 clusters Score -1595420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1595421.375000 Penalty: 3130.423584
	Iteration 46Q: 3 clusters Score -1595421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1595421.750000 Penalty: 3130.423584
	Iteration 47Q: 3 clusters Score -1595422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1595424.250000 Penalty: 3130.423584
	Iteration 48Q: 3 clusters Score -1595424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1595426.000000 Penalty: 3130.423584
	Iteration 49Q: 3 clusters Score -1595426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1595427.875000 Penalty: 3130.423584
	Iteration 50Q: 3 clusters Score -1595428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1595429.750000 Penalty: 3130.423584
	Iteration 51Q: 3 clusters Score -1595430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1595429.750000 Penalty: 3130.423584
	Iteration 52F: 3 clusters Score -1595430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -783881.250000 Penalty: 1457.571289
	Iteration 0F: 2 clusters Score -783881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -778087.812500 Penalty: 2915.142578
	Iteration 0F: 3 clusters Score -778087.8 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -779967.562500 Penalty: 2915.142578
	Iteration 1F: 3 clusters Score -779967.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -780295.250000 Penalty: 2915.142578
	Iteration 2F: 3 clusters Score -780295.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -780551.687500 Penalty: 2915.142578
	Iteration 3F: 3 clusters Score -780551.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -780784.500000 Penalty: 2915.142578
	Iteration 4F: 3 clusters Score -780784.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -781125.875000 Penalty: 2915.142578
	Iteration 5F: 3 clusters Score -781125.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -781626.562500 Penalty: 2915.142578
	Iteration 6F: 3 clusters Score -781626.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -782202.312500 Penalty: 2915.142578
	Iteration 7F: 3 clusters Score -782202.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -782763.687500 Penalty: 2915.142578
	Iteration 8F: 3 clusters Score -782763.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -783234.562500 Penalty: 2915.142578
	Iteration 9F: 3 clusters Score -783234.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -783524.500000 Penalty: 2915.142578
	Iteration 10Q: 3 clusters Score -783524.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -783672.625000 Penalty: 2915.142578
	Iteration 11Q: 3 clusters Score -783672.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -783765.125000 Penalty: 2915.142578
	Iteration 12Q: 3 clusters Score -783765.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -783816.875000 Penalty: 2915.142578
	Iteration 13Q: 3 clusters Score -783816.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -783838.937500 Penalty: 2915.142578
	Iteration 14Q: 3 clusters Score -783838.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -783853.062500 Penalty: 2915.142578
	Iteration 15Q: 3 clusters Score -783853.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -783861.625000 Penalty: 2915.142578
	Iteration 16Q: 3 clusters Score -783861.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -783869.437500 Penalty: 2915.142578
	Iteration 17Q: 3 clusters Score -783869.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -783876.812500 Penalty: 2915.142578
	Iteration 18Q: 3 clusters Score -783876.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -783881.062500 Penalty: 2915.142578
	Iteration 19Q: 3 clusters Score -783881.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -783885.812500 Penalty: 2915.142578
	Iteration 20F: 3 clusters Score -783885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -783887.875000 Penalty: 2915.142578
	Iteration 21Q: 3 clusters Score -783887.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -783889.562500 Penalty: 2915.142578
	Iteration 22Q: 3 clusters Score -783889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -783891.062500 Penalty: 2915.142578
	Iteration 23Q: 3 clusters Score -783891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -783892.375000 Penalty: 2915.142578
	Iteration 24Q: 3 clusters Score -783892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -783894.812500 Penalty: 2915.142578
	Iteration 25Q: 3 clusters Score -783894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -783892.937500 Penalty: 2915.142578
	Iteration 26Q: 3 clusters Score -783892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -783895.500000 Penalty: 2915.142578
	Iteration 27Q: 3 clusters Score -783895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -783895.500000 Penalty: 2915.142578
	Iteration 28Q: 3 clusters Score -783895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -783895.500000 Penalty: 2915.142578
	Iteration 29F: 3 clusters Score -783895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 5139 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 2722 members 
Entering Unmasked Estep 
Score: -154049104.000000 Penalty: 113419.390625
Splitting cluster 27 changes total score from -154050768.000000 to -154049104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (185920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185920 members 
Entering Unmasked Estep 
Score: -19381590.000000 Penalty: 1971.624146
	Iteration 0F: 2 clusters Score -1.938159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -19263126.000000 Penalty: 3943.248291
	Iteration 0F: 3 clusters Score -1.926313e+07 nChanged 90095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -19316134.000000 Penalty: 3943.248291
	Iteration 1F: 3 clusters Score -1.931613e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -19317884.000000 Penalty: 3943.248291
	Iteration 2Q: 3 clusters Score -1.931788e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -19320874.000000 Penalty: 3943.248291
	Iteration 3Q: 3 clusters Score -1.932087e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -19326906.000000 Penalty: 3943.248291
	Iteration 4F: 3 clusters Score -1.932691e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -19338192.000000 Penalty: 3943.248291
	Iteration 5F: 3 clusters Score -1.933819e+07 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -19354714.000000 Penalty: 3943.248291
	Iteration 6F: 3 clusters Score -1.935471e+07 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -19369526.000000 Penalty: 3943.248291
	Iteration 7F: 3 clusters Score -1.936953e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -19377044.000000 Penalty: 3943.248291
	Iteration 8Q: 3 clusters Score -1.937704e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185147 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19379120.000000 Penalty: 3943.248291
	Iteration 9Q: 3 clusters Score -1.937912e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19379624.000000 Penalty: 3943.248291
	Iteration 10Q: 3 clusters Score -1.937962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185801 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19379732.000000 Penalty: 3943.248291
	Iteration 11Q: 3 clusters Score -1.937973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185808 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19379752.000000 Penalty: 3943.248291
	Iteration 12Q: 3 clusters Score -1.937975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185808 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19379778.000000 Penalty: 3943.248291
	Iteration 13Q: 3 clusters Score -1.937978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19379786.000000 Penalty: 3943.248291
	Iteration 14Q: 3 clusters Score -1.937979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185809 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19379814.000000 Penalty: 3943.248291
	Iteration 15Q: 3 clusters Score -1.937981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185812 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19379838.000000 Penalty: 3943.248291
	Iteration 16Q: 3 clusters Score -1.937984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185813 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19379842.000000 Penalty: 3943.248291
	Iteration 17Q: 3 clusters Score -1.937984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19379856.000000 Penalty: 3943.248291
	Iteration 18Q: 3 clusters Score -1.937986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19379856.000000 Penalty: 3943.248291
	Iteration 19F: 3 clusters Score -1.937986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1031129.750000 Penalty: 1501.151855
	Iteration 0F: 2 clusters Score -1031130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1023731.187500 Penalty: 3002.303711
	Iteration 0F: 3 clusters Score -1023731 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1026321.437500 Penalty: 3002.303711
	Iteration 1F: 3 clusters Score -1026321 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1026832.687500 Penalty: 3002.303711
	Iteration 2F: 3 clusters Score -1026833 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1027494.375000 Penalty: 3002.303711
	Iteration 3F: 3 clusters Score -1027494 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1028262.750000 Penalty: 3002.303711
	Iteration 4F: 3 clusters Score -1028263 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1029126.125000 Penalty: 3002.303711
	Iteration 5F: 3 clusters Score -1029126 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1030109.687500 Penalty: 3002.303711
	Iteration 6F: 3 clusters Score -1030110 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1030927.875000 Penalty: 3002.303711
	Iteration 7F: 3 clusters Score -1030928 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1031387.437500 Penalty: 3002.303711
	Iteration 8Q: 3 clusters Score -1031387 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1031610.437500 Penalty: 3002.303711
	Iteration 9Q: 3 clusters Score -1031610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1031681.187500 Penalty: 3002.303711
	Iteration 10Q: 3 clusters Score -1031681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1031705.562500 Penalty: 3002.303711
	Iteration 11Q: 3 clusters Score -1031706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1031719.312500 Penalty: 3002.303711
	Iteration 12Q: 3 clusters Score -1031719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1031727.437500 Penalty: 3002.303711
	Iteration 13Q: 3 clusters Score -1031727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1031738.000000 Penalty: 3002.303711
	Iteration 14Q: 3 clusters Score -1031738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1031739.750000 Penalty: 3002.303711
	Iteration 15Q: 3 clusters Score -1031740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1031740.562500 Penalty: 3002.303711
	Iteration 16Q: 3 clusters Score -1031741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1031742.187500 Penalty: 3002.303711
	Iteration 17Q: 3 clusters Score -1031742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1031741.750000 Penalty: 3002.303711
	Iteration 18Q: 3 clusters Score -1031742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1031738.875000 Penalty: 3002.303711
	Iteration 19Q: 3 clusters Score -1031739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1031742.812500 Penalty: 3002.303711
	Iteration 20F: 3 clusters Score -1031743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1031743.187500 Penalty: 3002.303711
	Iteration 21Q: 3 clusters Score -1031743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1031742.875000 Penalty: 3002.303711
	Iteration 22Q: 3 clusters Score -1031743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1031746.250000 Penalty: 3002.303711
	Iteration 23Q: 3 clusters Score -1031746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1031746.812500 Penalty: 3002.303711
	Iteration 24Q: 3 clusters Score -1031747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1031748.500000 Penalty: 3002.303711
	Iteration 25Q: 3 clusters Score -1031748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1031748.312500 Penalty: 3002.303711
	Iteration 26Q: 3 clusters Score -1031748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1031749.937500 Penalty: 3002.303711
	Iteration 27Q: 3 clusters Score -1031750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1031751.312500 Penalty: 3002.303711
	Iteration 28Q: 3 clusters Score -1031751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1031754.125000 Penalty: 3002.303711
	Iteration 29Q: 3 clusters Score -1031754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1031755.500000 Penalty: 3002.303711
	Iteration 30Q: 3 clusters Score -1031756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1031760.937500 Penalty: 3002.303711
	Iteration 31Q: 3 clusters Score -1031761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1031768.375000 Penalty: 3002.303711
	Iteration 32Q: 3 clusters Score -1031768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1031776.625000 Penalty: 3002.303711
	Iteration 33Q: 3 clusters Score -1031777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1031788.312500 Penalty: 3002.303711
	Iteration 34Q: 3 clusters Score -1031788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1031813.125000 Penalty: 3002.303711
	Iteration 35Q: 3 clusters Score -1031813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1031855.812500 Penalty: 3002.303711
	Iteration 36Q: 3 clusters Score -1031856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1031906.750000 Penalty: 3002.303711
	Iteration 37Q: 3 clusters Score -1031907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1031936.875000 Penalty: 3002.303711
	Iteration 38Q: 3 clusters Score -1031937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1031947.312500 Penalty: 3002.303711
	Iteration 39Q: 3 clusters Score -1031947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1031958.250000 Penalty: 3002.303711
	Iteration 40F: 3 clusters Score -1031958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1031962.437500 Penalty: 3002.303711
	Iteration 41Q: 3 clusters Score -1031962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1031961.687500 Penalty: 3002.303711
	Iteration 42Q: 3 clusters Score -1031962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1031961.250000 Penalty: 3002.303711
	Iteration 43Q: 3 clusters Score -1031961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1031961.250000 Penalty: 3002.303711
	Iteration 44Q: 3 clusters Score -1031961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1031961.437500 Penalty: 3002.303711
	Iteration 45Q: 3 clusters Score -1031961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1031961.437500 Penalty: 3002.303711
	Iteration 46F: 3 clusters Score -1031961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 8228 members 
Entering Unmasked Estep 
Score: -154050416.000000 Penalty: 113419.390625
Splitting cluster 29 changes total score from -154050768.000000 to -154050416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (29429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Entering Unmasked Estep 
Score: -2788403.000000 Penalty: 1672.082031
	Iteration 0F: 2 clusters Score -2788403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2768586.500000 Penalty: 3344.164062
	Iteration 0F: 3 clusters Score -2768586 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2776883.750000 Penalty: 3344.164062
	Iteration 1F: 3 clusters Score -2776884 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2777941.000000 Penalty: 3344.164062
	Iteration 2F: 3 clusters Score -2777941 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2778981.500000 Penalty: 3344.164062
	Iteration 3F: 3 clusters Score -2778982 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2779923.250000 Penalty: 3344.164062
	Iteration 4F: 3 clusters Score -2779923 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2780761.000000 Penalty: 3344.164062
	Iteration 5F: 3 clusters Score -2780761 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2781443.500000 Penalty: 3344.164062
	Iteration 6Q: 3 clusters Score -2781444 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2782042.750000 Penalty: 3344.164062
	Iteration 7Q: 3 clusters Score -2782043 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2782698.500000 Penalty: 3344.164062
	Iteration 8Q: 3 clusters Score -2782698 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2783410.750000 Penalty: 3344.164062
	Iteration 9Q: 3 clusters Score -2783411 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2784164.000000 Penalty: 3344.164062
	Iteration 10Q: 3 clusters Score -2784164 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2784895.000000 Penalty: 3344.164062
	Iteration 11Q: 3 clusters Score -2784895 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2785452.500000 Penalty: 3344.164062
	Iteration 12Q: 3 clusters Score -2785452 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2785901.250000 Penalty: 3344.164062
	Iteration 13Q: 3 clusters Score -2785901 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2786213.000000 Penalty: 3344.164062
	Iteration 14Q: 3 clusters Score -2786213 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2786463.750000 Penalty: 3344.164062
	Iteration 15Q: 3 clusters Score -2786464 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2786683.250000 Penalty: 3344.164062
	Iteration 16Q: 3 clusters Score -2786683 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -2786873.500000 Penalty: 3344.164062
	Iteration 17Q: 3 clusters Score -2786874 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2786989.000000 Penalty: 3344.164062
	Iteration 18Q: 3 clusters Score -2786989 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -2787079.250000 Penalty: 3344.164062
	Iteration 19Q: 3 clusters Score -2787079 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2787149.000000 Penalty: 3344.164062
	Iteration 20F: 3 clusters Score -2787149 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2787197.250000 Penalty: 3344.164062
	Iteration 21Q: 3 clusters Score -2787197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2787229.500000 Penalty: 3344.164062
	Iteration 22Q: 3 clusters Score -2787230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2787248.250000 Penalty: 3344.164062
	Iteration 23Q: 3 clusters Score -2787248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2787272.000000 Penalty: 3344.164062
	Iteration 24Q: 3 clusters Score -2787272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2787286.000000 Penalty: 3344.164062
	Iteration 25Q: 3 clusters Score -2787286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2787298.000000 Penalty: 3344.164062
	Iteration 26Q: 3 clusters Score -2787298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2787306.000000 Penalty: 3344.164062
	Iteration 27Q: 3 clusters Score -2787306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2787313.750000 Penalty: 3344.164062
	Iteration 28Q: 3 clusters Score -2787314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2787325.000000 Penalty: 3344.164062
	Iteration 29Q: 3 clusters Score -2787325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -2787333.750000 Penalty: 3344.164062
	Iteration 30Q: 3 clusters Score -2787334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2787338.000000 Penalty: 3344.164062
	Iteration 31Q: 3 clusters Score -2787338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2787341.250000 Penalty: 3344.164062
	Iteration 32Q: 3 clusters Score -2787341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -2787352.000000 Penalty: 3344.164062
	Iteration 33Q: 3 clusters Score -2787352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2787354.000000 Penalty: 3344.164062
	Iteration 34Q: 3 clusters Score -2787354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2787366.000000 Penalty: 3344.164062
	Iteration 35Q: 3 clusters Score -2787366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2787371.250000 Penalty: 3344.164062
	Iteration 36Q: 3 clusters Score -2787371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2787390.000000 Penalty: 3344.164062
	Iteration 37Q: 3 clusters Score -2787390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2787397.250000 Penalty: 3344.164062
	Iteration 38Q: 3 clusters Score -2787397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2787401.250000 Penalty: 3344.164062
	Iteration 39Q: 3 clusters Score -2787401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2787413.500000 Penalty: 3344.164062
	Iteration 40F: 3 clusters Score -2787414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -2787418.500000 Penalty: 3344.164062
	Iteration 41Q: 3 clusters Score -2787418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2787422.000000 Penalty: 3344.164062
	Iteration 42Q: 3 clusters Score -2787422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2787430.000000 Penalty: 3344.164062
	Iteration 43Q: 3 clusters Score -2787430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2787427.250000 Penalty: 3344.164062
	Iteration 44Q: 3 clusters Score -2787427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2787427.250000 Penalty: 3344.164062
	Iteration 45Q: 3 clusters Score -2787427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -2787426.750000 Penalty: 3344.164062
	Iteration 46Q: 3 clusters Score -2787427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2787433.500000 Penalty: 3344.164062
	Iteration 47Q: 3 clusters Score -2787434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2787433.750000 Penalty: 3344.164062
	Iteration 48Q: 3 clusters Score -2787434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2787437.000000 Penalty: 3344.164062
	Iteration 49Q: 3 clusters Score -2787437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2787441.500000 Penalty: 3344.164062
	Iteration 50Q: 3 clusters Score -2787442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2787445.250000 Penalty: 3344.164062
	Iteration 51Q: 3 clusters Score -2787445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2787442.000000 Penalty: 3344.164062
	Iteration 52Q: 3 clusters Score -2787442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2787443.750000 Penalty: 3344.164062
	Iteration 53Q: 3 clusters Score -2787444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -2787445.500000 Penalty: 3344.164062
	Iteration 54Q: 3 clusters Score -2787446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2787450.250000 Penalty: 3344.164062
	Iteration 55Q: 3 clusters Score -2787450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -2787456.000000 Penalty: 3344.164062
	Iteration 56Q: 3 clusters Score -2787456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2787454.250000 Penalty: 3344.164062
	Iteration 57Q: 3 clusters Score -2787454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -2787454.500000 Penalty: 3344.164062
	Iteration 58Q: 3 clusters Score -2787454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -2787458.500000 Penalty: 3344.164062
	Iteration 59Q: 3 clusters Score -2787458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -2787455.250000 Penalty: 3344.164062
	Iteration 60F: 3 clusters Score -2787455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2787456.000000 Penalty: 3344.164062
	Iteration 61Q: 3 clusters Score -2787456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2787459.000000 Penalty: 3344.164062
	Iteration 62Q: 3 clusters Score -2787459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -2787459.500000 Penalty: 3344.164062
	Iteration 63Q: 3 clusters Score -2787460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -2787458.750000 Penalty: 3344.164062
	Iteration 64Q: 3 clusters Score -2787459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -2787458.750000 Penalty: 3344.164062
	Iteration 65F: 3 clusters Score -2787459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Entering Unmasked Estep 
Score: -723254.125000 Penalty: 1443.185547
	Iteration 0F: 2 clusters Score -723254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -717978.562500 Penalty: 2886.371094
	Iteration 0F: 3 clusters Score -717978.6 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -719707.312500 Penalty: 2886.371094
	Iteration 1F: 3 clusters Score -719707.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -720049.875000 Penalty: 2886.371094
	Iteration 2F: 3 clusters Score -720049.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -720344.500000 Penalty: 2886.371094
	Iteration 3F: 3 clusters Score -720344.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -720582.812500 Penalty: 2886.371094
	Iteration 4F: 3 clusters Score -720582.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -720764.937500 Penalty: 2886.371094
	Iteration 5Q: 3 clusters Score -720764.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -720924.812500 Penalty: 2886.371094
	Iteration 6Q: 3 clusters Score -720924.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -721069.625000 Penalty: 2886.371094
	Iteration 7Q: 3 clusters Score -721069.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -721229.937500 Penalty: 2886.371094
	Iteration 8Q: 3 clusters Score -721229.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -721369.687500 Penalty: 2886.371094
	Iteration 9Q: 3 clusters Score -721369.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -721511.375000 Penalty: 2886.371094
	Iteration 10Q: 3 clusters Score -721511.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -721628.687500 Penalty: 2886.371094
	Iteration 11Q: 3 clusters Score -721628.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -721727.312500 Penalty: 2886.371094
	Iteration 12Q: 3 clusters Score -721727.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -721843.375000 Penalty: 2886.371094
	Iteration 13Q: 3 clusters Score -721843.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -721972.250000 Penalty: 2886.371094
	Iteration 14Q: 3 clusters Score -721972.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -722092.250000 Penalty: 2886.371094
	Iteration 15Q: 3 clusters Score -722092.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -722215.500000 Penalty: 2886.371094
	Iteration 16Q: 3 clusters Score -722215.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -722330.312500 Penalty: 2886.371094
	Iteration 17Q: 3 clusters Score -722330.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -722413.250000 Penalty: 2886.371094
	Iteration 18Q: 3 clusters Score -722413.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -722465.375000 Penalty: 2886.371094
	Iteration 19Q: 3 clusters Score -722465.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -722495.437500 Penalty: 2886.371094
	Iteration 20F: 3 clusters Score -722495.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -722514.437500 Penalty: 2886.371094
	Iteration 21Q: 3 clusters Score -722514.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -722524.687500 Penalty: 2886.371094
	Iteration 22Q: 3 clusters Score -722524.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -722533.062500 Penalty: 2886.371094
	Iteration 23Q: 3 clusters Score -722533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -722533.750000 Penalty: 2886.371094
	Iteration 24Q: 3 clusters Score -722533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -722535.812500 Penalty: 2886.371094
	Iteration 25Q: 3 clusters Score -722535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -722538.625000 Penalty: 2886.371094
	Iteration 26Q: 3 clusters Score -722538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -722539.875000 Penalty: 2886.371094
	Iteration 27Q: 3 clusters Score -722539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -722540.500000 Penalty: 2886.371094
	Iteration 28Q: 3 clusters Score -722540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -722541.312500 Penalty: 2886.371094
	Iteration 29Q: 3 clusters Score -722541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -722540.187500 Penalty: 2886.371094
	Iteration 30Q: 3 clusters Score -722540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -722541.312500 Penalty: 2886.371094
	Iteration 31Q: 3 clusters Score -722541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -722541.875000 Penalty: 2886.371094
	Iteration 32Q: 3 clusters Score -722541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -722541.687500 Penalty: 2886.371094
	Iteration 33Q: 3 clusters Score -722541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -722541.687500 Penalty: 2886.371094
	Iteration 34F: 3 clusters Score -722541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -822973.937500 Penalty: 1463.358398
	Iteration 0F: 2 clusters Score -822973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -817116.875000 Penalty: 2926.716797
	Iteration 0F: 3 clusters Score -817116.9 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -818883.312500 Penalty: 2926.716797
	Iteration 1F: 3 clusters Score -818883.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -819134.625000 Penalty: 2926.716797
	Iteration 2F: 3 clusters Score -819134.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -819375.000000 Penalty: 2926.716797
	Iteration 3F: 3 clusters Score -819375 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -819653.625000 Penalty: 2926.716797
	Iteration 4F: 3 clusters Score -819653.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -820043.937500 Penalty: 2926.716797
	Iteration 5F: 3 clusters Score -820043.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -820425.500000 Penalty: 2926.716797
	Iteration 6F: 3 clusters Score -820425.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -820742.250000 Penalty: 2926.716797
	Iteration 7F: 3 clusters Score -820742.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -821033.187500 Penalty: 2926.716797
	Iteration 8F: 3 clusters Score -821033.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -821273.937500 Penalty: 2926.716797
	Iteration 9Q: 3 clusters Score -821273.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -821457.062500 Penalty: 2926.716797
	Iteration 10Q: 3 clusters Score -821457.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -821578.062500 Penalty: 2926.716797
	Iteration 11Q: 3 clusters Score -821578.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -821645.000000 Penalty: 2926.716797
	Iteration 12Q: 3 clusters Score -821645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -821697.125000 Penalty: 2926.716797
	Iteration 13Q: 3 clusters Score -821697.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -821723.937500 Penalty: 2926.716797
	Iteration 14Q: 3 clusters Score -821723.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -821747.812500 Penalty: 2926.716797
	Iteration 15Q: 3 clusters Score -821747.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -821768.312500 Penalty: 2926.716797
	Iteration 16Q: 3 clusters Score -821768.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -821785.375000 Penalty: 2926.716797
	Iteration 17Q: 3 clusters Score -821785.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -821801.937500 Penalty: 2926.716797
	Iteration 18Q: 3 clusters Score -821801.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -821815.062500 Penalty: 2926.716797
	Iteration 19Q: 3 clusters Score -821815.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -821826.500000 Penalty: 2926.716797
	Iteration 20F: 3 clusters Score -821826.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -821837.937500 Penalty: 2926.716797
	Iteration 21Q: 3 clusters Score -821837.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -821846.812500 Penalty: 2926.716797
	Iteration 22Q: 3 clusters Score -821846.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -821862.937500 Penalty: 2926.716797
	Iteration 23Q: 3 clusters Score -821862.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -821875.250000 Penalty: 2926.716797
	Iteration 24Q: 3 clusters Score -821875.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -821891.937500 Penalty: 2926.716797
	Iteration 25Q: 3 clusters Score -821891.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -821912.625000 Penalty: 2926.716797
	Iteration 26Q: 3 clusters Score -821912.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -821930.500000 Penalty: 2926.716797
	Iteration 27Q: 3 clusters Score -821930.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -821954.875000 Penalty: 2926.716797
	Iteration 28Q: 3 clusters Score -821954.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -821972.312500 Penalty: 2926.716797
	Iteration 29Q: 3 clusters Score -821972.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -821993.875000 Penalty: 2926.716797
	Iteration 30Q: 3 clusters Score -821993.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -822014.062500 Penalty: 2926.716797
	Iteration 31Q: 3 clusters Score -822014.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -822026.250000 Penalty: 2926.716797
	Iteration 32Q: 3 clusters Score -822026.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -822034.000000 Penalty: 2926.716797
	Iteration 33Q: 3 clusters Score -822034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -822046.187500 Penalty: 2926.716797
	Iteration 34Q: 3 clusters Score -822046.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -822053.687500 Penalty: 2926.716797
	Iteration 35Q: 3 clusters Score -822053.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -822056.375000 Penalty: 2926.716797
	Iteration 36Q: 3 clusters Score -822056.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -822060.625000 Penalty: 2926.716797
	Iteration 37Q: 3 clusters Score -822060.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -822064.062500 Penalty: 2926.716797
	Iteration 38Q: 3 clusters Score -822064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -822067.750000 Penalty: 2926.716797
	Iteration 39Q: 3 clusters Score -822067.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -822071.187500 Penalty: 2926.716797
	Iteration 40F: 3 clusters Score -822071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -822074.437500 Penalty: 2926.716797
	Iteration 41Q: 3 clusters Score -822074.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -822077.937500 Penalty: 2926.716797
	Iteration 42Q: 3 clusters Score -822077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -822077.250000 Penalty: 2926.716797
	Iteration 43Q: 3 clusters Score -822077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -822077.687500 Penalty: 2926.716797
	Iteration 44Q: 3 clusters Score -822077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -822080.187500 Penalty: 2926.716797
	Iteration 45Q: 3 clusters Score -822080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -822079.875000 Penalty: 2926.716797
	Iteration 46Q: 3 clusters Score -822079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -822078.187500 Penalty: 2926.716797
	Iteration 47Q: 3 clusters Score -822078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -822078.687500 Penalty: 2926.716797
	Iteration 48Q: 3 clusters Score -822078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -822080.562500 Penalty: 2926.716797
	Iteration 49Q: 3 clusters Score -822080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -822081.812500 Penalty: 2926.716797
	Iteration 50Q: 3 clusters Score -822081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -822079.875000 Penalty: 2926.716797
	Iteration 51Q: 3 clusters Score -822079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -822079.875000 Penalty: 2926.716797
	Iteration 52F: 3 clusters Score -822079.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Entering Unmasked Estep 
Score: -2505263.750000 Penalty: 1634.154785
	Iteration 0F: 2 clusters Score -2505264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2489368.000000 Penalty: 3268.309570
	Iteration 0F: 3 clusters Score -2489368 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2495395.250000 Penalty: 3268.309570
	Iteration 1F: 3 clusters Score -2495395 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2495968.500000 Penalty: 3268.309570
	Iteration 2F: 3 clusters Score -2495968 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2496600.750000 Penalty: 3268.309570
	Iteration 3F: 3 clusters Score -2496601 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2497317.750000 Penalty: 3268.309570
	Iteration 4F: 3 clusters Score -2497318 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2498137.500000 Penalty: 3268.309570
	Iteration 5F: 3 clusters Score -2498138 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2499026.000000 Penalty: 3268.309570
	Iteration 6F: 3 clusters Score -2499026 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2500025.250000 Penalty: 3268.309570
	Iteration 7F: 3 clusters Score -2500025 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2500952.000000 Penalty: 3268.309570
	Iteration 8F: 3 clusters Score -2500952 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2501547.250000 Penalty: 3268.309570
	Iteration 9Q: 3 clusters Score -2501547 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2501812.500000 Penalty: 3268.309570
	Iteration 10Q: 3 clusters Score -2501812 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2501946.500000 Penalty: 3268.309570
	Iteration 11Q: 3 clusters Score -2501946 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2502034.000000 Penalty: 3268.309570
	Iteration 12Q: 3 clusters Score -2502034 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2502100.000000 Penalty: 3268.309570
	Iteration 13Q: 3 clusters Score -2502100 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2502155.250000 Penalty: 3268.309570
	Iteration 14Q: 3 clusters Score -2502155 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2502207.000000 Penalty: 3268.309570
	Iteration 15Q: 3 clusters Score -2502207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2502259.500000 Penalty: 3268.309570
	Iteration 16Q: 3 clusters Score -2502260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2502298.000000 Penalty: 3268.309570
	Iteration 17Q: 3 clusters Score -2502298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2502347.000000 Penalty: 3268.309570
	Iteration 18Q: 3 clusters Score -2502347 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2502389.500000 Penalty: 3268.309570
	Iteration 19Q: 3 clusters Score -2502390 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2502412.000000 Penalty: 3268.309570
	Iteration 20F: 3 clusters Score -2502412 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2502446 nChanged 139
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Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2502488 nChanged 108
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Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2502511 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2502734 nChanged 93
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Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 5711 members 
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Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 5574 members 
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Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 5403 members 
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Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 5249 members 
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Mstep: Class 1 contains 18189 members 
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Mstep: Class 2 contains 4975 members 
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Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 4840 members 
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Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 4700 members 
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Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 4569 members 
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Mstep: Class 1 contains 18872 members 
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Mstep: Class 1 contains 19722 members 
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Mstep: Class 1 contains 19830 members 
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Mstep: Class 1 contains 19921 members 
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Mstep: Class 1 contains 20127 members 
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Mstep: Class 1 contains 20229 members 
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Mstep: Class 1 contains 20326 members 
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Mstep: Class 1 contains 20499 members 
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	Iteration 74Q: 3 clusters Score -2503629 nChanged 51
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	Iteration 78Q: 3 clusters Score -2503671 nChanged 35
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	Iteration 79Q: 3 clusters Score -2503678 nChanged 35
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Mstep: Class 1 contains 21158 members 
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	Iteration 80F: 3 clusters Score -2503687 nChanged 36
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Mstep: Class 1 contains 21192 members 
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	Iteration 81Q: 3 clusters Score -2503697 nChanged 40
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Mstep: Class 1 contains 21232 members 
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	Iteration 82Q: 3 clusters Score -2503706 nChanged 43
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	Iteration 83Q: 3 clusters Score -2503710 nChanged 36
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	Iteration 84Q: 3 clusters Score -2503712 nChanged 23
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	Iteration 85Q: 3 clusters Score -2503718 nChanged 20
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	Iteration 87Q: 3 clusters Score -2503722 nChanged 25
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	Iteration 89Q: 3 clusters Score -2503738 nChanged 26
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	Iteration 93Q: 3 clusters Score -2503752 nChanged 15
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	Iteration 94Q: 3 clusters Score -2503755 nChanged 8
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	Iteration 96Q: 3 clusters Score -2503756 nChanged 9
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	Iteration 97Q: 3 clusters Score -2503756 nChanged 9
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	Iteration 98Q: 3 clusters Score -2503759 nChanged 2
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	Iteration 99Q: 3 clusters Score -2503762 nChanged 2
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	Iteration 100F: 3 clusters Score -2503762 nChanged 3
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	Iteration 101Q: 3 clusters Score -2503764 nChanged 3
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	Iteration 102Q: 3 clusters Score -2503762 nChanged 5
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	Iteration 103Q: 3 clusters Score -2503764 nChanged 5
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2503761 nChanged 4
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2503766 nChanged 3
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	Iteration 106Q: 3 clusters Score -2503764 nChanged 4
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	Iteration 107Q: 3 clusters Score -2503767 nChanged 5
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	Iteration 108Q: 3 clusters Score -2503767 nChanged 6
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2503768 nChanged 5
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	Iteration 110Q: 3 clusters Score -2503766 nChanged 4
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2503769 nChanged 2
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2503770 nChanged 2
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Entering Unmasked Estep 
Score: -2503768.000000 Penalty: 3268.309570
	Iteration 113Q: 3 clusters Score -2503768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2503766.750000 Penalty: 3268.309570
	Iteration 114Q: 3 clusters Score -2503767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2503766.750000 Penalty: 3268.309570
	Iteration 115F: 3 clusters Score -2503767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -346635.968750 Penalty: 1324.825806
	Iteration 0F: 2 clusters Score -346636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -343639.687500 Penalty: 2649.651611
	Iteration 0F: 3 clusters Score -343639.7 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -344445.125000 Penalty: 2649.651611
	Iteration 1F: 3 clusters Score -344445.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -344648.468750 Penalty: 2649.651611
	Iteration 2F: 3 clusters Score -344648.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -344839.875000 Penalty: 2649.651611
	Iteration 3F: 3 clusters Score -344839.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -344988.562500 Penalty: 2649.651611
	Iteration 4F: 3 clusters Score -344988.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -345120.500000 Penalty: 2649.651611
	Iteration 5Q: 3 clusters Score -345120.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -345234.718750 Penalty: 2649.651611
	Iteration 6Q: 3 clusters Score -345234.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -345340.375000 Penalty: 2649.651611
	Iteration 7Q: 3 clusters Score -345340.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -345422.468750 Penalty: 2649.651611
	Iteration 8Q: 3 clusters Score -345422.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -345484.625000 Penalty: 2649.651611
	Iteration 9Q: 3 clusters Score -345484.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -345516.718750 Penalty: 2649.651611
	Iteration 10Q: 3 clusters Score -345516.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -345543.375000 Penalty: 2649.651611
	Iteration 11Q: 3 clusters Score -345543.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -345565.875000 Penalty: 2649.651611
	Iteration 12Q: 3 clusters Score -345565.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -345587.750000 Penalty: 2649.651611
	Iteration 13Q: 3 clusters Score -345587.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -345604.312500 Penalty: 2649.651611
	Iteration 14Q: 3 clusters Score -345604.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -345618.468750 Penalty: 2649.651611
	Iteration 15Q: 3 clusters Score -345618.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -345632.781250 Penalty: 2649.651611
	Iteration 16Q: 3 clusters Score -345632.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -345642.500000 Penalty: 2649.651611
	Iteration 17Q: 3 clusters Score -345642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -345652.406250 Penalty: 2649.651611
	Iteration 18Q: 3 clusters Score -345652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -345657.687500 Penalty: 2649.651611
	Iteration 19Q: 3 clusters Score -345657.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -345661.250000 Penalty: 2649.651611
	Iteration 20F: 3 clusters Score -345661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -345663.000000 Penalty: 2649.651611
	Iteration 21Q: 3 clusters Score -345663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -345666.062500 Penalty: 2649.651611
	Iteration 22Q: 3 clusters Score -345666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -345668.250000 Penalty: 2649.651611
	Iteration 23Q: 3 clusters Score -345668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -345668.312500 Penalty: 2649.651611
	Iteration 24Q: 3 clusters Score -345668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -345669.468750 Penalty: 2649.651611
	Iteration 25Q: 3 clusters Score -345669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -345669.781250 Penalty: 2649.651611
	Iteration 26Q: 3 clusters Score -345669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -345670.343750 Penalty: 2649.651611
	Iteration 27Q: 3 clusters Score -345670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -345670.062500 Penalty: 2649.651611
	Iteration 28Q: 3 clusters Score -345670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -345671.437500 Penalty: 2649.651611
	Iteration 29Q: 3 clusters Score -345671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -345670.968750 Penalty: 2649.651611
	Iteration 30Q: 3 clusters Score -345671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -345672.437500 Penalty: 2649.651611
	Iteration 31Q: 3 clusters Score -345672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -345673.187500 Penalty: 2649.651611
	Iteration 32Q: 3 clusters Score -345673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -345673.562500 Penalty: 2649.651611
	Iteration 33Q: 3 clusters Score -345673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -345673.437500 Penalty: 2649.651611
	Iteration 34Q: 3 clusters Score -345673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -345673.843750 Penalty: 2649.651611
	Iteration 35Q: 3 clusters Score -345673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -345673.843750 Penalty: 2649.651611
	Iteration 36F: 3 clusters Score -345673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Entering Unmasked Estep 
Score: -524800.500000 Penalty: 1395.553955
	Iteration 0F: 2 clusters Score -524800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -520626.812500 Penalty: 2791.107910
	Iteration 0F: 3 clusters Score -520626.8 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -521943.000000 Penalty: 2791.107910
	Iteration 1F: 3 clusters Score -521943 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -522348.406250 Penalty: 2791.107910
	Iteration 2F: 3 clusters Score -522348.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -522792.625000 Penalty: 2791.107910
	Iteration 3F: 3 clusters Score -522792.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -523146.031250 Penalty: 2791.107910
	Iteration 4F: 3 clusters Score -523146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -523406.687500 Penalty: 2791.107910
	Iteration 5F: 3 clusters Score -523406.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -523732.656250 Penalty: 2791.107910
	Iteration 6Q: 3 clusters Score -523732.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -524224.468750 Penalty: 2791.107910
	Iteration 7F: 3 clusters Score -524224.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -524597.187500 Penalty: 2791.107910
	Iteration 8F: 3 clusters Score -524597.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -524808.562500 Penalty: 2791.107910
	Iteration 9Q: 3 clusters Score -524808.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -524945.000000 Penalty: 2791.107910
	Iteration 10Q: 3 clusters Score -524945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -525051.000000 Penalty: 2791.107910
	Iteration 11Q: 3 clusters Score -525051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -525158.625000 Penalty: 2791.107910
	Iteration 12Q: 3 clusters Score -525158.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -525306.375000 Penalty: 2791.107910
	Iteration 13Q: 3 clusters Score -525306.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -525504.562500 Penalty: 2791.107910
	Iteration 14Q: 3 clusters Score -525504.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -525681.875000 Penalty: 2791.107910
	Iteration 15Q: 3 clusters Score -525681.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -525827.187500 Penalty: 2791.107910
	Iteration 16Q: 3 clusters Score -525827.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -526002.437500 Penalty: 2791.107910
	Iteration 17Q: 3 clusters Score -526002.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -526157.812500 Penalty: 2791.107910
	Iteration 18Q: 3 clusters Score -526157.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -526268.312500 Penalty: 2791.107910
	Iteration 19Q: 3 clusters Score -526268.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -526345.625000 Penalty: 2791.107910
	Iteration 20F: 3 clusters Score -526345.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -526382.500000 Penalty: 2791.107910
	Iteration 21Q: 3 clusters Score -526382.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -526405.187500 Penalty: 2791.107910
	Iteration 22Q: 3 clusters Score -526405.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -526413.937500 Penalty: 2791.107910
	Iteration 23Q: 3 clusters Score -526413.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -526419.312500 Penalty: 2791.107910
	Iteration 24Q: 3 clusters Score -526419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -526420.562500 Penalty: 2791.107910
	Iteration 25Q: 3 clusters Score -526420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -526421.875000 Penalty: 2791.107910
	Iteration 26Q: 3 clusters Score -526421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -526421.625000 Penalty: 2791.107910
	Iteration 27Q: 3 clusters Score -526421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -526422.812500 Penalty: 2791.107910
	Iteration 28Q: 3 clusters Score -526422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -526422.812500 Penalty: 2791.107910
	Iteration 29F: 3 clusters Score -526422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 2207 members 
Entering Unmasked Estep 
Score: -154051152.000000 Penalty: 113419.390625
Splitting cluster 35 changes total score from -154050768.000000 to -154051152.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 36 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -419969.312500 Penalty: 1359.497314
	Iteration 0F: 2 clusters Score -419969.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -416458.406250 Penalty: 2718.994629
	Iteration 0F: 3 clusters Score -416458.4 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -417397.343750 Penalty: 2718.994629
	Iteration 1F: 3 clusters Score -417397.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -417576.812500 Penalty: 2718.994629
	Iteration 2F: 3 clusters Score -417576.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -417737.906250 Penalty: 2718.994629
	Iteration 3F: 3 clusters Score -417737.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -417919.812500 Penalty: 2718.994629
	Iteration 4F: 3 clusters Score -417919.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -418080.093750 Penalty: 2718.994629
	Iteration 5Q: 3 clusters Score -418080.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -418229.125000 Penalty: 2718.994629
	Iteration 6Q: 3 clusters Score -418229.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -418348.937500 Penalty: 2718.994629
	Iteration 7Q: 3 clusters Score -418348.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -418459.437500 Penalty: 2718.994629
	Iteration 8Q: 3 clusters Score -418459.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -418588.062500 Penalty: 2718.994629
	Iteration 9Q: 3 clusters Score -418588.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -418682.593750 Penalty: 2718.994629
	Iteration 10Q: 3 clusters Score -418682.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -418743.562500 Penalty: 2718.994629
	Iteration 11Q: 3 clusters Score -418743.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -418787.281250 Penalty: 2718.994629
	Iteration 12Q: 3 clusters Score -418787.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -418820.031250 Penalty: 2718.994629
	Iteration 13Q: 3 clusters Score -418820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -418846.468750 Penalty: 2718.994629
	Iteration 14Q: 3 clusters Score -418846.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -418866.250000 Penalty: 2718.994629
	Iteration 15Q: 3 clusters Score -418866.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -418883.968750 Penalty: 2718.994629
	Iteration 16Q: 3 clusters Score -418884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -418896.718750 Penalty: 2718.994629
	Iteration 17Q: 3 clusters Score -418896.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -418908.187500 Penalty: 2718.994629
	Iteration 18Q: 3 clusters Score -418908.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -418918.562500 Penalty: 2718.994629
	Iteration 19Q: 3 clusters Score -418918.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -418929.781250 Penalty: 2718.994629
	Iteration 20F: 3 clusters Score -418929.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -418948.312500 Penalty: 2718.994629
	Iteration 21Q: 3 clusters Score -418948.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -418963.187500 Penalty: 2718.994629
	Iteration 22Q: 3 clusters Score -418963.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -418977.375000 Penalty: 2718.994629
	Iteration 23Q: 3 clusters Score -418977.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -418995.218750 Penalty: 2718.994629
	Iteration 24Q: 3 clusters Score -418995.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -419029.468750 Penalty: 2718.994629
	Iteration 25Q: 3 clusters Score -419029.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -419095.531250 Penalty: 2718.994629
	Iteration 26Q: 3 clusters Score -419095.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -419246.843750 Penalty: 2718.994629
	Iteration 27Q: 3 clusters Score -419246.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -419420.906250 Penalty: 2718.994629
	Iteration 28Q: 3 clusters Score -419420.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -419512.343750 Penalty: 2718.994629
	Iteration 29Q: 3 clusters Score -419512.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -419555.687500 Penalty: 2718.994629
	Iteration 30Q: 3 clusters Score -419555.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -419573.531250 Penalty: 2718.994629
	Iteration 31Q: 3 clusters Score -419573.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -419585.000000 Penalty: 2718.994629
	Iteration 32Q: 3 clusters Score -419585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -419590.312500 Penalty: 2718.994629
	Iteration 33Q: 3 clusters Score -419590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -419593.437500 Penalty: 2718.994629
	Iteration 34Q: 3 clusters Score -419593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -419596.406250 Penalty: 2718.994629
	Iteration 35Q: 3 clusters Score -419596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -419601.718750 Penalty: 2718.994629
	Iteration 36Q: 3 clusters Score -419601.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -419607.937500 Penalty: 2718.994629
	Iteration 37Q: 3 clusters Score -419607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -419614.687500 Penalty: 2718.994629
	Iteration 38Q: 3 clusters Score -419614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -419615.656250 Penalty: 2718.994629
	Iteration 39Q: 3 clusters Score -419615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -419616.093750 Penalty: 2718.994629
	Iteration 40F: 3 clusters Score -419616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -438220.593750 Penalty: 1375.708618
	Iteration 0F: 2 clusters Score -438220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -434553.562500 Penalty: 2751.417236
	Iteration 0F: 3 clusters Score -434553.6 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -436023.593750 Penalty: 2751.417236
	Iteration 1F: 3 clusters Score -436023.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -436565.093750 Penalty: 2751.417236
	Iteration 2F: 3 clusters Score -436565.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -437046.625000 Penalty: 2751.417236
	Iteration 3F: 3 clusters Score -437046.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -437369.156250 Penalty: 2751.417236
	Iteration 4F: 3 clusters Score -437369.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -437601.750000 Penalty: 2751.417236
	Iteration 5F: 3 clusters Score -437601.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -437810.906250 Penalty: 2751.417236
	Iteration 6Q: 3 clusters Score -437810.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -437960.125000 Penalty: 2751.417236
	Iteration 7Q: 3 clusters Score -437960.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -438053.062500 Penalty: 2751.417236
	Iteration 8Q: 3 clusters Score -438053.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -438097.812500 Penalty: 2751.417236
	Iteration 9Q: 3 clusters Score -438097.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -438122.187500 Penalty: 2751.417236
	Iteration 10Q: 3 clusters Score -438122.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -438134.187500 Penalty: 2751.417236
	Iteration 11Q: 3 clusters Score -438134.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -438143.062500 Penalty: 2751.417236
	Iteration 12Q: 3 clusters Score -438143.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -438148.625000 Penalty: 2751.417236
	Iteration 13Q: 3 clusters Score -438148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -438152.687500 Penalty: 2751.417236
	Iteration 14Q: 3 clusters Score -438152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -438154.875000 Penalty: 2751.417236
	Iteration 15Q: 3 clusters Score -438154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -438154.031250 Penalty: 2751.417236
	Iteration 16Q: 3 clusters Score -438154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -438155.062500 Penalty: 2751.417236
	Iteration 17Q: 3 clusters Score -438155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -438156.156250 Penalty: 2751.417236
	Iteration 18Q: 3 clusters Score -438156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -438156.812500 Penalty: 2751.417236
	Iteration 19Q: 3 clusters Score -438156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -438158.406250 Penalty: 2751.417236
	Iteration 20F: 3 clusters Score -438158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -438161.250000 Penalty: 2751.417236
	Iteration 21Q: 3 clusters Score -438161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -438162.187500 Penalty: 2751.417236
	Iteration 22Q: 3 clusters Score -438162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -438163.000000 Penalty: 2751.417236
	Iteration 23Q: 3 clusters Score -438163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -438163.093750 Penalty: 2751.417236
	Iteration 24Q: 3 clusters Score -438163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -438163.718750 Penalty: 2751.417236
	Iteration 25Q: 3 clusters Score -438163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -438163.968750 Penalty: 2751.417236
	Iteration 26Q: 3 clusters Score -438164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -438164.500000 Penalty: 2751.417236
	Iteration 27Q: 3 clusters Score -438164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -438164.500000 Penalty: 2751.417236
	Iteration 28F: 3 clusters Score -438164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Entering Unmasked Estep 
Score: -1566359.125000 Penalty: 1566.960938
	Iteration 0F: 2 clusters Score -1566359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1555688.250000 Penalty: 3133.921875
	Iteration 0F: 3 clusters Score -1555688 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1559625.500000 Penalty: 3133.921875
	Iteration 1F: 3 clusters Score -1559626 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1560000.125000 Penalty: 3133.921875
	Iteration 2F: 3 clusters Score -1560000 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1560339.375000 Penalty: 3133.921875
	Iteration 3F: 3 clusters Score -1560339 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1560771.875000 Penalty: 3133.921875
	Iteration 4F: 3 clusters Score -1560772 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1561316.875000 Penalty: 3133.921875
	Iteration 5F: 3 clusters Score -1561317 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1562034.500000 Penalty: 3133.921875
	Iteration 6F: 3 clusters Score -1562034 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1562893.125000 Penalty: 3133.921875
	Iteration 7F: 3 clusters Score -1562893 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1563653.125000 Penalty: 3133.921875
	Iteration 8F: 3 clusters Score -1563653 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1564210.750000 Penalty: 3133.921875
	Iteration 9Q: 3 clusters Score -1564211 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1564579.500000 Penalty: 3133.921875
	Iteration 10Q: 3 clusters Score -1564580 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1564816.500000 Penalty: 3133.921875
	Iteration 11Q: 3 clusters Score -1564816 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1564965.875000 Penalty: 3133.921875
	Iteration 12Q: 3 clusters Score -1564966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1565037.625000 Penalty: 3133.921875
	Iteration 13Q: 3 clusters Score -1565038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1565079.875000 Penalty: 3133.921875
	Iteration 14Q: 3 clusters Score -1565080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1565115.875000 Penalty: 3133.921875
	Iteration 15Q: 3 clusters Score -1565116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1565143.500000 Penalty: 3133.921875
	Iteration 16Q: 3 clusters Score -1565144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1565173.125000 Penalty: 3133.921875
	Iteration 17Q: 3 clusters Score -1565173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1565185.750000 Penalty: 3133.921875
	Iteration 18Q: 3 clusters Score -1565186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1565195.875000 Penalty: 3133.921875
	Iteration 19Q: 3 clusters Score -1565196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1565201.625000 Penalty: 3133.921875
	Iteration 20F: 3 clusters Score -1565202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1565212.500000 Penalty: 3133.921875
	Iteration 21Q: 3 clusters Score -1565212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1565218.625000 Penalty: 3133.921875
	Iteration 22Q: 3 clusters Score -1565219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1565220.375000 Penalty: 3133.921875
	Iteration 23Q: 3 clusters Score -1565220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1565226.875000 Penalty: 3133.921875
	Iteration 24Q: 3 clusters Score -1565227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1565226.875000 Penalty: 3133.921875
	Iteration 25Q: 3 clusters Score -1565227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1565231.125000 Penalty: 3133.921875
	Iteration 26Q: 3 clusters Score -1565231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1565233.875000 Penalty: 3133.921875
	Iteration 27Q: 3 clusters Score -1565234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1565236.000000 Penalty: 3133.921875
	Iteration 28Q: 3 clusters Score -1565236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1565237.250000 Penalty: 3133.921875
	Iteration 29Q: 3 clusters Score -1565237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1565238.750000 Penalty: 3133.921875
	Iteration 30Q: 3 clusters Score -1565239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1565237.000000 Penalty: 3133.921875
	Iteration 31Q: 3 clusters Score -1565237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1565240.375000 Penalty: 3133.921875
	Iteration 32Q: 3 clusters Score -1565240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1565240.375000 Penalty: 3133.921875
	Iteration 33F: 3 clusters Score -1565240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Entering Unmasked Estep 
Score: -1093703.750000 Penalty: 1508.779785
	Iteration 0F: 2 clusters Score -1093704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1086128.250000 Penalty: 3017.559570
	Iteration 0F: 3 clusters Score -1086128 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1088724.500000 Penalty: 3017.559570
	Iteration 1F: 3 clusters Score -1088724 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1089098.125000 Penalty: 3017.559570
	Iteration 2F: 3 clusters Score -1089098 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1089452.625000 Penalty: 3017.559570
	Iteration 3F: 3 clusters Score -1089453 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1089914.375000 Penalty: 3017.559570
	Iteration 4F: 3 clusters Score -1089914 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1090614.500000 Penalty: 3017.559570
	Iteration 5F: 3 clusters Score -1090614 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1091457.125000 Penalty: 3017.559570
	Iteration 6F: 3 clusters Score -1091457 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1092144.500000 Penalty: 3017.559570
	Iteration 7F: 3 clusters Score -1092144 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1092586.375000 Penalty: 3017.559570
	Iteration 8Q: 3 clusters Score -1092586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1092783.750000 Penalty: 3017.559570
	Iteration 9Q: 3 clusters Score -1092784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1092869.250000 Penalty: 3017.559570
	Iteration 10Q: 3 clusters Score -1092869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1092907.625000 Penalty: 3017.559570
	Iteration 11Q: 3 clusters Score -1092908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1092932.500000 Penalty: 3017.559570
	Iteration 12Q: 3 clusters Score -1092932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1092952.875000 Penalty: 3017.559570
	Iteration 13Q: 3 clusters Score -1092953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1092963.375000 Penalty: 3017.559570
	Iteration 14Q: 3 clusters Score -1092963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1092971.500000 Penalty: 3017.559570
	Iteration 15Q: 3 clusters Score -1092972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1092974.125000 Penalty: 3017.559570
	Iteration 16Q: 3 clusters Score -1092974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1092979.375000 Penalty: 3017.559570
	Iteration 17Q: 3 clusters Score -1092979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1092981.000000 Penalty: 3017.559570
	Iteration 18Q: 3 clusters Score -1092981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1092982.875000 Penalty: 3017.559570
	Iteration 19Q: 3 clusters Score -1092983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1092983.625000 Penalty: 3017.559570
	Iteration 20F: 3 clusters Score -1092984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1092987.000000 Penalty: 3017.559570
	Iteration 21Q: 3 clusters Score -1092987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1092987.000000 Penalty: 3017.559570
	Iteration 22Q: 3 clusters Score -1092987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1092987.000000 Penalty: 3017.559570
	Iteration 23F: 3 clusters Score -1092987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -533064.750000 Penalty: 1402.807739
	Iteration 0F: 2 clusters Score -533064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -528705.875000 Penalty: 2805.615479
	Iteration 0F: 3 clusters Score -528705.9 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -530099.125000 Penalty: 2805.615479
	Iteration 1F: 3 clusters Score -530099.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -530419.062500 Penalty: 2805.615479
	Iteration 2F: 3 clusters Score -530419.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530777.625000 Penalty: 2805.615479
	Iteration 3F: 3 clusters Score -530777.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -531192.625000 Penalty: 2805.615479
	Iteration 4F: 3 clusters Score -531192.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -531576.437500 Penalty: 2805.615479
	Iteration 5F: 3 clusters Score -531576.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -531861.312500 Penalty: 2805.615479
	Iteration 6F: 3 clusters Score -531861.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -532054.875000 Penalty: 2805.615479
	Iteration 7Q: 3 clusters Score -532054.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -532197.375000 Penalty: 2805.615479
	Iteration 8Q: 3 clusters Score -532197.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -532322.187500 Penalty: 2805.615479
	Iteration 9Q: 3 clusters Score -532322.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -532415.687500 Penalty: 2805.615479
	Iteration 10Q: 3 clusters Score -532415.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -532518.437500 Penalty: 2805.615479
	Iteration 11Q: 3 clusters Score -532518.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -532618.687500 Penalty: 2805.615479
	Iteration 12Q: 3 clusters Score -532618.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -532740.000000 Penalty: 2805.615479
	Iteration 13Q: 3 clusters Score -532740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -532815.812500 Penalty: 2805.615479
	Iteration 14Q: 3 clusters Score -532815.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -532868.562500 Penalty: 2805.615479
	Iteration 15Q: 3 clusters Score -532868.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -532906.187500 Penalty: 2805.615479
	Iteration 16Q: 3 clusters Score -532906.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -532936.437500 Penalty: 2805.615479
	Iteration 17Q: 3 clusters Score -532936.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -532961.875000 Penalty: 2805.615479
	Iteration 18Q: 3 clusters Score -532961.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -532987.250000 Penalty: 2805.615479
	Iteration 19Q: 3 clusters Score -532987.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -533009.437500 Penalty: 2805.615479
	Iteration 20F: 3 clusters Score -533009.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -533027.312500 Penalty: 2805.615479
	Iteration 21Q: 3 clusters Score -533027.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -533042.812500 Penalty: 2805.615479
	Iteration 22Q: 3 clusters Score -533042.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -533053.125000 Penalty: 2805.615479
	Iteration 23Q: 3 clusters Score -533053.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -533058.562500 Penalty: 2805.615479
	Iteration 24Q: 3 clusters Score -533058.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -533061.937500 Penalty: 2805.615479
	Iteration 25Q: 3 clusters Score -533061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -533065.937500 Penalty: 2805.615479
	Iteration 26Q: 3 clusters Score -533065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -533067.437500 Penalty: 2805.615479
	Iteration 27Q: 3 clusters Score -533067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -533068.625000 Penalty: 2805.615479
	Iteration 28Q: 3 clusters Score -533068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -533069.375000 Penalty: 2805.615479
	Iteration 29Q: 3 clusters Score -533069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -533070.500000 Penalty: 2805.615479
	Iteration 30Q: 3 clusters Score -533070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -533070.375000 Penalty: 2805.615479
	Iteration 31Q: 3 clusters Score -533070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -533073.375000 Penalty: 2805.615479
	Iteration 32Q: 3 clusters Score -533073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -533073.812500 Penalty: 2805.615479
	Iteration 33Q: 3 clusters Score -533073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -533073.937500 Penalty: 2805.615479
	Iteration 34Q: 3 clusters Score -533073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -533073.937500 Penalty: 2805.615479
	Iteration 35F: 3 clusters Score -533073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 2207 members 
Mstep: Class 50 contains 3274 members 
Entering Unmasked Estep 
Score: -154050160.000000 Penalty: 115734.070312
Splitting cluster 40 changes total score from -154050768.000000 to -154050160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (18891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Entering Unmasked Estep 
Score: -1988672.875000 Penalty: 1600.046753
	Iteration 0F: 2 clusters Score -1988673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1975782.375000 Penalty: 3200.093506
	Iteration 0F: 3 clusters Score -1975782 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1980301.625000 Penalty: 3200.093506
	Iteration 1F: 3 clusters Score -1980302 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1980618.500000 Penalty: 3200.093506
	Iteration 2F: 3 clusters Score -1980618 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1980926.000000 Penalty: 3200.093506
	Iteration 3Q: 3 clusters Score -1980926 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1981260.875000 Penalty: 3200.093506
	Iteration 4Q: 3 clusters Score -1981261 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1981608.250000 Penalty: 3200.093506
	Iteration 5Q: 3 clusters Score -1981608 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1982024.625000 Penalty: 3200.093506
	Iteration 6Q: 3 clusters Score -1982025 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1982554.375000 Penalty: 3200.093506
	Iteration 7Q: 3 clusters Score -1982554 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1983214.750000 Penalty: 3200.093506
	Iteration 8F: 3 clusters Score -1983215 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1984085.500000 Penalty: 3200.093506
	Iteration 9F: 3 clusters Score -1984086 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1984982.125000 Penalty: 3200.093506
	Iteration 10F: 3 clusters Score -1984982 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1985833.625000 Penalty: 3200.093506
	Iteration 11F: 3 clusters Score -1985834 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1986480.750000 Penalty: 3200.093506
	Iteration 12Q: 3 clusters Score -1986481 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1986841.875000 Penalty: 3200.093506
	Iteration 13Q: 3 clusters Score -1986842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1987039.000000 Penalty: 3200.093506
	Iteration 14Q: 3 clusters Score -1987039 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1987129.250000 Penalty: 3200.093506
	Iteration 15Q: 3 clusters Score -1987129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1987177.125000 Penalty: 3200.093506
	Iteration 16Q: 3 clusters Score -1987177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1987198.750000 Penalty: 3200.093506
	Iteration 17Q: 3 clusters Score -1987199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -1987217.625000 Penalty: 3200.093506
	Iteration 18Q: 3 clusters Score -1987218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1987225.625000 Penalty: 3200.093506
	Iteration 19Q: 3 clusters Score -1987226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1987234.000000 Penalty: 3200.093506
	Iteration 20F: 3 clusters Score -1987234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -1987239.625000 Penalty: 3200.093506
	Iteration 21Q: 3 clusters Score -1987240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1987247.750000 Penalty: 3200.093506
	Iteration 22Q: 3 clusters Score -1987248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1987252.375000 Penalty: 3200.093506
	Iteration 23Q: 3 clusters Score -1987252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1987254.875000 Penalty: 3200.093506
	Iteration 24Q: 3 clusters Score -1987255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1987259.375000 Penalty: 3200.093506
	Iteration 25Q: 3 clusters Score -1987259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1987266.875000 Penalty: 3200.093506
	Iteration 26Q: 3 clusters Score -1987267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1987269.375000 Penalty: 3200.093506
	Iteration 27Q: 3 clusters Score -1987269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1987271.500000 Penalty: 3200.093506
	Iteration 28Q: 3 clusters Score -1987272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1987271.500000 Penalty: 3200.093506
	Iteration 29F: 3 clusters Score -1987272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -257081.625000 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -257081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -254426.968750 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -254427 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -255387.796875 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -255387.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -255755.078125 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -255755.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -256031.015625 Penalty: 2597.597168
	Iteration 3F: 3 clusters Score -256031 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -256246.593750 Penalty: 2597.597168
	Iteration 4F: 3 clusters Score -256246.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -256388.562500 Penalty: 2597.597168
	Iteration 5Q: 3 clusters Score -256388.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -256470.671875 Penalty: 2597.597168
	Iteration 6Q: 3 clusters Score -256470.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -256525.046875 Penalty: 2597.597168
	Iteration 7Q: 3 clusters Score -256525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -256553.171875 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -256553.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -256566.718750 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -256566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256575.625000 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -256575.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -256585.359375 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -256585.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -256589.812500 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -256589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -256594.343750 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -256594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256598.593750 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -256598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256602.906250 Penalty: 2597.597168
	Iteration 15Q: 3 clusters Score -256602.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -256606.968750 Penalty: 2597.597168
	Iteration 16Q: 3 clusters Score -256607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -256608.437500 Penalty: 2597.597168
	Iteration 17Q: 3 clusters Score -256608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -256610.062500 Penalty: 2597.597168
	Iteration 18Q: 3 clusters Score -256610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -256610.875000 Penalty: 2597.597168
	Iteration 19Q: 3 clusters Score -256610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -256612.046875 Penalty: 2597.597168
	Iteration 20F: 3 clusters Score -256612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -256613.984375 Penalty: 2597.597168
	Iteration 21Q: 3 clusters Score -256614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -256615.906250 Penalty: 2597.597168
	Iteration 22Q: 3 clusters Score -256615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -256618.093750 Penalty: 2597.597168
	Iteration 23Q: 3 clusters Score -256618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -256619.203125 Penalty: 2597.597168
	Iteration 24Q: 3 clusters Score -256619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -256619.828125 Penalty: 2597.597168
	Iteration 25Q: 3 clusters Score -256619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -256620.062500 Penalty: 2597.597168
	Iteration 26Q: 3 clusters Score -256620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -256620.062500 Penalty: 2597.597168
	Iteration 27F: 3 clusters Score -256620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -800065.125000 Penalty: 1459.971924
	Iteration 0F: 2 clusters Score -800065.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -794162.562500 Penalty: 2919.943848
	Iteration 0F: 3 clusters Score -794162.6 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -796166.437500 Penalty: 2919.943848
	Iteration 1F: 3 clusters Score -796166.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -796699.125000 Penalty: 2919.943848
	Iteration 2F: 3 clusters Score -796699.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -797393.687500 Penalty: 2919.943848
	Iteration 3F: 3 clusters Score -797393.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -798184.937500 Penalty: 2919.943848
	Iteration 4F: 3 clusters Score -798184.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -798821.750000 Penalty: 2919.943848
	Iteration 5F: 3 clusters Score -798821.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -799202.187500 Penalty: 2919.943848
	Iteration 6F: 3 clusters Score -799202.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -799424.687500 Penalty: 2919.943848
	Iteration 7Q: 3 clusters Score -799424.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -799555.062500 Penalty: 2919.943848
	Iteration 8Q: 3 clusters Score -799555.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -799630.437500 Penalty: 2919.943848
	Iteration 9Q: 3 clusters Score -799630.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -799672.437500 Penalty: 2919.943848
	Iteration 10Q: 3 clusters Score -799672.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -799705.687500 Penalty: 2919.943848
	Iteration 11Q: 3 clusters Score -799705.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -799734.000000 Penalty: 2919.943848
	Iteration 12Q: 3 clusters Score -799734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -799756.125000 Penalty: 2919.943848
	Iteration 13Q: 3 clusters Score -799756.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -799776.125000 Penalty: 2919.943848
	Iteration 14Q: 3 clusters Score -799776.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -799801.625000 Penalty: 2919.943848
	Iteration 15Q: 3 clusters Score -799801.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -799818.687500 Penalty: 2919.943848
	Iteration 16Q: 3 clusters Score -799818.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -799837.375000 Penalty: 2919.943848
	Iteration 17Q: 3 clusters Score -799837.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -799868.000000 Penalty: 2919.943848
	Iteration 18Q: 3 clusters Score -799868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -799913.875000 Penalty: 2919.943848
	Iteration 19Q: 3 clusters Score -799913.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -800020.875000 Penalty: 2919.943848
	Iteration 20F: 3 clusters Score -800020.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -800157.437500 Penalty: 2919.943848
	Iteration 21Q: 3 clusters Score -800157.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -800342.125000 Penalty: 2919.943848
	Iteration 22Q: 3 clusters Score -800342.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -800509.000000 Penalty: 2919.943848
	Iteration 23Q: 3 clusters Score -800509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -800606.125000 Penalty: 2919.943848
	Iteration 24Q: 3 clusters Score -800606.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -800648.375000 Penalty: 2919.943848
	Iteration 25Q: 3 clusters Score -800648.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -800663.187500 Penalty: 2919.943848
	Iteration 26Q: 3 clusters Score -800663.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -800673.312500 Penalty: 2919.943848
	Iteration 27Q: 3 clusters Score -800673.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -800679.500000 Penalty: 2919.943848
	Iteration 28Q: 3 clusters Score -800679.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -800684.687500 Penalty: 2919.943848
	Iteration 29Q: 3 clusters Score -800684.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -800689.125000 Penalty: 2919.943848
	Iteration 30Q: 3 clusters Score -800689.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -800692.312500 Penalty: 2919.943848
	Iteration 31Q: 3 clusters Score -800692.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -800693.750000 Penalty: 2919.943848
	Iteration 32Q: 3 clusters Score -800693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -800697.062500 Penalty: 2919.943848
	Iteration 33Q: 3 clusters Score -800697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -800698.812500 Penalty: 2919.943848
	Iteration 34Q: 3 clusters Score -800698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -800700.250000 Penalty: 2919.943848
	Iteration 35Q: 3 clusters Score -800700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -800701.062500 Penalty: 2919.943848
	Iteration 36Q: 3 clusters Score -800701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -800700.687500 Penalty: 2919.943848
	Iteration 37Q: 3 clusters Score -800700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -800702.125000 Penalty: 2919.943848
	Iteration 38Q: 3 clusters Score -800702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -800704.500000 Penalty: 2919.943848
	Iteration 39Q: 3 clusters Score -800704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -800705.875000 Penalty: 2919.943848
	Iteration 40F: 3 clusters Score -800705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 2207 members 
Mstep: Class 50 contains 2183 members 
Entering Unmasked Estep 
Score: -154050464.000000 Penalty: 115734.070312
Splitting cluster 43 changes total score from -154050768.000000 to -154050464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -516381.750000 Penalty: 1391.289917
	Iteration 0F: 2 clusters Score -516381.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -512237.187500 Penalty: 2782.579834
	Iteration 0F: 3 clusters Score -512237.2 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -513476.781250 Penalty: 2782.579834
	Iteration 1F: 3 clusters Score -513476.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -513739.406250 Penalty: 2782.579834
	Iteration 2F: 3 clusters Score -513739.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -513989.343750 Penalty: 2782.579834
	Iteration 3F: 3 clusters Score -513989.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -514283.781250 Penalty: 2782.579834
	Iteration 4F: 3 clusters Score -514283.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -514569.093750 Penalty: 2782.579834
	Iteration 5F: 3 clusters Score -514569.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -514835.906250 Penalty: 2782.579834
	Iteration 6F: 3 clusters Score -514835.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -515076.562500 Penalty: 2782.579834
	Iteration 7F: 3 clusters Score -515076.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -515265.000000 Penalty: 2782.579834
	Iteration 8Q: 3 clusters Score -515265 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -515415.375000 Penalty: 2782.579834
	Iteration 9Q: 3 clusters Score -515415.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -515527.250000 Penalty: 2782.579834
	Iteration 10Q: 3 clusters Score -515527.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -515601.375000 Penalty: 2782.579834
	Iteration 11Q: 3 clusters Score -515601.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -515650.843750 Penalty: 2782.579834
	Iteration 12Q: 3 clusters Score -515650.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -515685.250000 Penalty: 2782.579834
	Iteration 13Q: 3 clusters Score -515685.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -515701.593750 Penalty: 2782.579834
	Iteration 14Q: 3 clusters Score -515701.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -515712.968750 Penalty: 2782.579834
	Iteration 15Q: 3 clusters Score -515713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -515717.625000 Penalty: 2782.579834
	Iteration 16Q: 3 clusters Score -515717.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -515724.187500 Penalty: 2782.579834
	Iteration 17Q: 3 clusters Score -515724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -515728.468750 Penalty: 2782.579834
	Iteration 18Q: 3 clusters Score -515728.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -515733.218750 Penalty: 2782.579834
	Iteration 19Q: 3 clusters Score -515733.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -515736.937500 Penalty: 2782.579834
	Iteration 20F: 3 clusters Score -515736.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -515739.406250 Penalty: 2782.579834
	Iteration 21Q: 3 clusters Score -515739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -515739.812500 Penalty: 2782.579834
	Iteration 22Q: 3 clusters Score -515739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -515741.125000 Penalty: 2782.579834
	Iteration 23Q: 3 clusters Score -515741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -515740.562500 Penalty: 2782.579834
	Iteration 24Q: 3 clusters Score -515740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -515740.562500 Penalty: 2782.579834
	Iteration 25F: 3 clusters Score -515740.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (28486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Entering Unmasked Estep 
Score: -2902930.250000 Penalty: 1666.789795
	Iteration 0F: 2 clusters Score -2902930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2883782.250000 Penalty: 3333.579590
	Iteration 0F: 3 clusters Score -2883782 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2891072.500000 Penalty: 3333.579590
	Iteration 1F: 3 clusters Score -2891072 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2891701.750000 Penalty: 3333.579590
	Iteration 2F: 3 clusters Score -2891702 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2892474.000000 Penalty: 3333.579590
	Iteration 3F: 3 clusters Score -2892474 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2893364.750000 Penalty: 3333.579590
	Iteration 4F: 3 clusters Score -2893365 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2894408.000000 Penalty: 3333.579590
	Iteration 5F: 3 clusters Score -2894408 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2895525.500000 Penalty: 3333.579590
	Iteration 6F: 3 clusters Score -2895526 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2896502.750000 Penalty: 3333.579590
	Iteration 7F: 3 clusters Score -2896503 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2897257.500000 Penalty: 3333.579590
	Iteration 8Q: 3 clusters Score -2897258 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2897878.250000 Penalty: 3333.579590
	Iteration 9Q: 3 clusters Score -2897878 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2898462.000000 Penalty: 3333.579590
	Iteration 10Q: 3 clusters Score -2898462 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2899006.000000 Penalty: 3333.579590
	Iteration 11Q: 3 clusters Score -2899006 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2899538.750000 Penalty: 3333.579590
	Iteration 12Q: 3 clusters Score -2899539 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2899982.750000 Penalty: 3333.579590
	Iteration 13Q: 3 clusters Score -2899983 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2900329.000000 Penalty: 3333.579590
	Iteration 14Q: 3 clusters Score -2900329 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2900577.500000 Penalty: 3333.579590
	Iteration 15Q: 3 clusters Score -2900578 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2900732.250000 Penalty: 3333.579590
	Iteration 16Q: 3 clusters Score -2900732 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2900851.250000 Penalty: 3333.579590
	Iteration 17Q: 3 clusters Score -2900851 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2900933.750000 Penalty: 3333.579590
	Iteration 18Q: 3 clusters Score -2900934 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2900978.500000 Penalty: 3333.579590
	Iteration 19Q: 3 clusters Score -2900978 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2901029.250000 Penalty: 3333.579590
	Iteration 20F: 3 clusters Score -2901029 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2901050.250000 Penalty: 3333.579590
	Iteration 21Q: 3 clusters Score -2901050 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2901074.250000 Penalty: 3333.579590
	Iteration 22Q: 3 clusters Score -2901074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2901106.000000 Penalty: 3333.579590
	Iteration 23Q: 3 clusters Score -2901106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2901132.750000 Penalty: 3333.579590
	Iteration 24Q: 3 clusters Score -2901133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2901139.750000 Penalty: 3333.579590
	Iteration 25Q: 3 clusters Score -2901140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2901151.250000 Penalty: 3333.579590
	Iteration 26Q: 3 clusters Score -2901151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2901159.250000 Penalty: 3333.579590
	Iteration 27Q: 3 clusters Score -2901159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2901165.250000 Penalty: 3333.579590
	Iteration 28Q: 3 clusters Score -2901165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2901169.750000 Penalty: 3333.579590
	Iteration 29Q: 3 clusters Score -2901170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2901186.750000 Penalty: 3333.579590
	Iteration 30Q: 3 clusters Score -2901187 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2901211.000000 Penalty: 3333.579590
	Iteration 31Q: 3 clusters Score -2901211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2901237.500000 Penalty: 3333.579590
	Iteration 32Q: 3 clusters Score -2901238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2901262.500000 Penalty: 3333.579590
	Iteration 33Q: 3 clusters Score -2901262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2901280.750000 Penalty: 3333.579590
	Iteration 34Q: 3 clusters Score -2901281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2901292.500000 Penalty: 3333.579590
	Iteration 35Q: 3 clusters Score -2901292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2901312.250000 Penalty: 3333.579590
	Iteration 36Q: 3 clusters Score -2901312 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2901329.750000 Penalty: 3333.579590
	Iteration 37Q: 3 clusters Score -2901330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2901360.750000 Penalty: 3333.579590
	Iteration 38Q: 3 clusters Score -2901361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2901380.000000 Penalty: 3333.579590
	Iteration 39Q: 3 clusters Score -2901380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2901398.000000 Penalty: 3333.579590
	Iteration 40F: 3 clusters Score -2901398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2901416.750000 Penalty: 3333.579590
	Iteration 41Q: 3 clusters Score -2901417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2901437.750000 Penalty: 3333.579590
	Iteration 42Q: 3 clusters Score -2901438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2901455.000000 Penalty: 3333.579590
	Iteration 43Q: 3 clusters Score -2901455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2901471.750000 Penalty: 3333.579590
	Iteration 44Q: 3 clusters Score -2901472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2901495.000000 Penalty: 3333.579590
	Iteration 45Q: 3 clusters Score -2901495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2901512.250000 Penalty: 3333.579590
	Iteration 46Q: 3 clusters Score -2901512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2901520.750000 Penalty: 3333.579590
	Iteration 47Q: 3 clusters Score -2901521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2901535.500000 Penalty: 3333.579590
	Iteration 48Q: 3 clusters Score -2901536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2901577.250000 Penalty: 3333.579590
	Iteration 49Q: 3 clusters Score -2901577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2901616.750000 Penalty: 3333.579590
	Iteration 50Q: 3 clusters Score -2901617 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2901637.750000 Penalty: 3333.579590
	Iteration 51Q: 3 clusters Score -2901638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2901672.000000 Penalty: 3333.579590
	Iteration 52Q: 3 clusters Score -2901672 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2901696.000000 Penalty: 3333.579590
	Iteration 53Q: 3 clusters Score -2901696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2901724.250000 Penalty: 3333.579590
	Iteration 54Q: 3 clusters Score -2901724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2901755.250000 Penalty: 3333.579590
	Iteration 55Q: 3 clusters Score -2901755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2901787.750000 Penalty: 3333.579590
	Iteration 56Q: 3 clusters Score -2901788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2901801.000000 Penalty: 3333.579590
	Iteration 57Q: 3 clusters Score -2901801 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2901833.000000 Penalty: 3333.579590
	Iteration 58Q: 3 clusters Score -2901833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2901872.750000 Penalty: 3333.579590
	Iteration 59Q: 3 clusters Score -2901873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2901936.250000 Penalty: 3333.579590
	Iteration 60F: 3 clusters Score -2901936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2901999.000000 Penalty: 3333.579590
	Iteration 61Q: 3 clusters Score -2901999 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2902070.500000 Penalty: 3333.579590
	Iteration 62Q: 3 clusters Score -2902070 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2902135.250000 Penalty: 3333.579590
	Iteration 63Q: 3 clusters Score -2902135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2902160.750000 Penalty: 3333.579590
	Iteration 64Q: 3 clusters Score -2902161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2902175.250000 Penalty: 3333.579590
	Iteration 65Q: 3 clusters Score -2902175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2902197.750000 Penalty: 3333.579590
	Iteration 66Q: 3 clusters Score -2902198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2902216.750000 Penalty: 3333.579590
	Iteration 67Q: 3 clusters Score -2902217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2902217.250000 Penalty: 3333.579590
	Iteration 68Q: 3 clusters Score -2902217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2902227.000000 Penalty: 3333.579590
	Iteration 69Q: 3 clusters Score -2902227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2902231.250000 Penalty: 3333.579590
	Iteration 70Q: 3 clusters Score -2902231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2902234.250000 Penalty: 3333.579590
	Iteration 71Q: 3 clusters Score -2902234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2902228.750000 Penalty: 3333.579590
	Iteration 72Q: 3 clusters Score -2902229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2902228.250000 Penalty: 3333.579590
	Iteration 73Q: 3 clusters Score -2902228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2902230.500000 Penalty: 3333.579590
	Iteration 74Q: 3 clusters Score -2902230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2902230.250000 Penalty: 3333.579590
	Iteration 75Q: 3 clusters Score -2902230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2902230.250000 Penalty: 3333.579590
	Iteration 76F: 3 clusters Score -2902230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -316490.031250 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -316490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -313613.406250 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -313613.4 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -314563.531250 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -314563.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -314979.718750 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -314979.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -315374.687500 Penalty: 2632.749512
	Iteration 3F: 3 clusters Score -315374.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -315636.562500 Penalty: 2632.749512
	Iteration 4F: 3 clusters Score -315636.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -315783.906250 Penalty: 2632.749512
	Iteration 5Q: 3 clusters Score -315783.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -315907.906250 Penalty: 2632.749512
	Iteration 6Q: 3 clusters Score -315907.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -315999.593750 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -315999.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -316065.968750 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -316066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -316116.875000 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -316116.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -316174.562500 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -316174.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -316235.125000 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -316235.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -316285.500000 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -316285.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -316335.562500 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -316335.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -316377.093750 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -316377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -316422.937500 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -316422.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -316459.281250 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -316459.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -316474.625000 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -316474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -316486.062500 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -316486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -316492.750000 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -316492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -316497.812500 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -316497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -316502.937500 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -316502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -316505.812500 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -316505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -316507.000000 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -316507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -316508.843750 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -316508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -316510.000000 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -316510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -316510.000000 Penalty: 2632.749512
	Iteration 26F: 3 clusters Score -316510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 1916 members 
Mstep: Class 48 contains 5294 members 
Mstep: Class 49 contains 2207 members 
Mstep: Class 50 contains 1375 members 
Entering Unmasked Estep 
Score: -154050208.000000 Penalty: 115734.070312
Splitting cluster 46 changes total score from -154050768.000000 to -154050208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -174643.218750 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -174643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -172603.734375 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -172603.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -173065.218750 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -173065.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -173196.281250 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -173196.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173272.203125 Penalty: 2456.348389
	Iteration 3F: 3 clusters Score -173272.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -173334.343750 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -173334.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -173385.656250 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -173385.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173424.765625 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -173424.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -173461.859375 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -173461.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -173489.171875 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -173489.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -173504.984375 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -173505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -173519.296875 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -173519.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -173534.187500 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -173534.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -173542.781250 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -173542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -173546.375000 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -173546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173550.515625 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -173550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -173553.062500 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -173553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173554.906250 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -173554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173558.937500 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -173558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -173560.125000 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -173560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -173562.375000 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -173562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -173564.328125 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -173564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -173565.421875 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -173565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -173565.468750 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -173565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -173566.953125 Penalty: 2456.348389
	Iteration 23Q: 3 clusters Score -173567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -173567.390625 Penalty: 2456.348389
	Iteration 24Q: 3 clusters Score -173567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -173567.390625 Penalty: 2456.348389
	Iteration 25F: 3 clusters Score -173567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 14498 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 70788 members 
Mstep: Class 11 contains 27332 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 9094 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 30534 members 
Mstep: Class 17 contains 129796 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169047 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 99402 members 
Mstep: Class 22 contains 102330 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155568 members 
Mstep: Class 26 contains 15246 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 185920 members 
Mstep: Class 29 contains 10279 members 
Mstep: Class 30 contains 29429 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 8146 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 3473 members 
Mstep: Class 35 contains 3160 members 
Mstep: Class 36 contains 4299 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 18891 members 
Mstep: Class 42 contains 2959 members 
Mstep: Class 43 contains 7978 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28486 members 
Mstep: Class 46 contains 3297 members 
Mstep: Class 47 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154052480.000000 Penalty: 113419.390625
Iteration 119Q: 50 clusters Score -1.540525e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7120 members 
Mstep: Class 4 contains 12579 members 
Mstep: Class 5 contains 11570 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 14495 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 70801 members 
Mstep: Class 11 contains 27320 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 9100 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 31300 members 
Mstep: Class 17 contains 129589 members 
Mstep: Class 18 contains 66588 members 
Mstep: Class 19 contains 169052 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 99387 members 
Mstep: Class 22 contains 102332 members 
Mstep: Class 23 contains 1856 members 
Mstep: Class 24 contains 37799 members 
Mstep: Class 25 contains 155563 members 
Mstep: Class 26 contains 15237 members 
Mstep: Class 27 contains 7859 members 
Mstep: Class 28 contains 185921 members 
Mstep: Class 29 contains 10274 members 
Mstep: Class 30 contains 29370 members 
Mstep: Class 31 contains 7203 members 
Mstep: Class 32 contains 8185 members 
Mstep: Class 33 contains 22569 members 
Mstep: Class 34 contains 3474 members 
Mstep: Class 35 contains 3285 members 
Mstep: Class 36 contains 4315 members 
Mstep: Class 37 contains 4801 members 
Mstep: Class 38 contains 15400 members 
Mstep: Class 39 contains 10949 members 
Mstep: Class 40 contains 5650 members 
Mstep: Class 41 contains 18902 members 
Mstep: Class 42 contains 2969 members 
Mstep: Class 43 contains 7973 members 
Mstep: Class 44 contains 5231 members 
Mstep: Class 45 contains 28585 members 
Mstep: Class 46 contains 3186 members 
Mstep: Class 47 contains 1917 members 
Mstep: Class 48 contains 5195 members 
Mstep: Class 49 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154054656.000000 Penalty: 113419.390625
Iteration 120F: 50 clusters Score -1.540547e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7066 members 
Mstep: Class 4 contains 12574 members 
Mstep: Class 5 contains 11574 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 14458 members 
Mstep: Class 8 contains 80899 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 70781 members 
Mstep: Class 11 contains 27311 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 9104 members 
Mstep: Class 15 contains 32012 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 129340 members 
Mstep: Class 18 contains 66588 members 
Mstep: Class 19 contains 169058 members 
Mstep: Class 20 contains 1706 members 
Mstep: Class 21 contains 99394 members 
Mstep: Class 22 contains 102322 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37789 members 
Mstep: Class 25 contains 155556 members 
Mstep: Class 26 contains 15226 members 
Mstep: Class 27 contains 7856 members 
Mstep: Class 28 contains 185924 members 
Mstep: Class 29 contains 10269 members 
Mstep: Class 30 contains 29326 members 
Mstep: Class 31 contains 7205 members 
Mstep: Class 32 contains 8234 members 
Mstep: Class 33 contains 21949 members 
Mstep: Class 34 contains 3472 members 
Mstep: Class 35 contains 3351 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 4641 members 
Mstep: Class 38 contains 15402 members 
Mstep: Class 39 contains 10880 members 
Mstep: Class 40 contains 5622 members 
Mstep: Class 41 contains 18912 members 
Mstep: Class 42 contains 3000 members 
Mstep: Class 43 contains 7975 members 
Mstep: Class 44 contains 5231 members 
Mstep: Class 45 contains 28669 members 
Mstep: Class 46 contains 3112 members 
Mstep: Class 47 contains 1918 members 
Mstep: Class 48 contains 5598 members 
Mstep: Class 49 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154055968.000000 Penalty: 113419.390625
Iteration 121Q: 50 clusters Score -1.54056e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 12569 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 14417 members 
Mstep: Class 8 contains 80902 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 70768 members 
Mstep: Class 11 contains 27310 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 9103 members 
Mstep: Class 15 contains 32007 members 
Mstep: Class 16 contains 32544 members 
Mstep: Class 17 contains 129113 members 
Mstep: Class 18 contains 66584 members 
Mstep: Class 19 contains 169059 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 99399 members 
Mstep: Class 22 contains 102314 members 
Mstep: Class 23 contains 1858 members 
Mstep: Class 24 contains 37786 members 
Mstep: Class 25 contains 155557 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 185929 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 29305 members 
Mstep: Class 31 contains 7210 members 
Mstep: Class 32 contains 8272 members 
Mstep: Class 33 contains 21438 members 
Mstep: Class 34 contains 3468 members 
Mstep: Class 35 contains 3401 members 
Mstep: Class 36 contains 4357 members 
Mstep: Class 37 contains 4572 members 
Mstep: Class 38 contains 15398 members 
Mstep: Class 39 contains 10824 members 
Mstep: Class 40 contains 5602 members 
Mstep: Class 41 contains 18923 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 7973 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 28765 members 
Mstep: Class 46 contains 3056 members 
Mstep: Class 47 contains 1919 members 
Mstep: Class 48 contains 5855 members 
Mstep: Class 49 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154057024.000000 Penalty: 113419.390625
Iteration 122Q: 50 clusters Score -1.54057e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 12576 members 
Mstep: Class 5 contains 11578 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 14399 members 
Mstep: Class 8 contains 80900 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 70745 members 
Mstep: Class 11 contains 27309 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 9106 members 
Mstep: Class 15 contains 32003 members 
Mstep: Class 16 contains 33059 members 
Mstep: Class 17 contains 128882 members 
Mstep: Class 18 contains 66569 members 
Mstep: Class 19 contains 169068 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 99408 members 
Mstep: Class 22 contains 102303 members 
Mstep: Class 23 contains 1858 members 
Mstep: Class 24 contains 37784 members 
Mstep: Class 25 contains 155547 members 
Mstep: Class 26 contains 15203 members 
Mstep: Class 27 contains 7876 members 
Mstep: Class 28 contains 185921 members 
Mstep: Class 29 contains 10268 members 
Mstep: Class 30 contains 29324 members 
Mstep: Class 31 contains 7209 members 
Mstep: Class 32 contains 8330 members 
Mstep: Class 33 contains 20982 members 
Mstep: Class 34 contains 3465 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 4360 members 
Mstep: Class 37 contains 4502 members 
Mstep: Class 38 contains 15401 members 
Mstep: Class 39 contains 10802 members 
Mstep: Class 40 contains 5601 members 
Mstep: Class 41 contains 18936 members 
Mstep: Class 42 contains 3037 members 
Mstep: Class 43 contains 7962 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28826 members 
Mstep: Class 46 contains 3027 members 
Mstep: Class 47 contains 1921 members 
Mstep: Class 48 contains 6067 members 
Mstep: Class 49 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058400.000000 Penalty: 113419.390625
Iteration 123Q: 50 clusters Score -1.540584e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 11585 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 14373 members 
Mstep: Class 8 contains 80894 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 70728 members 
Mstep: Class 11 contains 27315 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 9109 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 33503 members 
Mstep: Class 17 contains 128661 members 
Mstep: Class 18 contains 66558 members 
Mstep: Class 19 contains 169077 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 99428 members 
Mstep: Class 22 contains 102294 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37767 members 
Mstep: Class 25 contains 155531 members 
Mstep: Class 26 contains 15193 members 
Mstep: Class 27 contains 7898 members 
Mstep: Class 28 contains 185935 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 29324 members 
Mstep: Class 31 contains 7219 members 
Mstep: Class 32 contains 8383 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 3464 members 
Mstep: Class 35 contains 3425 members 
Mstep: Class 36 contains 4365 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 15404 members 
Mstep: Class 39 contains 10787 members 
Mstep: Class 40 contains 5609 members 
Mstep: Class 41 contains 18943 members 
Mstep: Class 42 contains 3050 members 
Mstep: Class 43 contains 7954 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 28897 members 
Mstep: Class 46 contains 2990 members 
Mstep: Class 47 contains 1922 members 
Mstep: Class 48 contains 6260 members 
Mstep: Class 49 contains 2514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154058768.000000 Penalty: 113419.390625
Iteration 124Q: 50 clusters Score -1.540588e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 12593 members 
Mstep: Class 5 contains 11589 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 80908 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 70712 members 
Mstep: Class 11 contains 27319 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 31979 members 
Mstep: Class 16 contains 33918 members 
Mstep: Class 17 contains 128456 members 
Mstep: Class 18 contains 66557 members 
Mstep: Class 19 contains 169081 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 99443 members 
Mstep: Class 22 contains 102271 members 
Mstep: Class 23 contains 1859 members 
Mstep: Class 24 contains 37754 members 
Mstep: Class 25 contains 155527 members 
Mstep: Class 26 contains 15185 members 
Mstep: Class 27 contains 7913 members 
Mstep: Class 28 contains 185927 members 
Mstep: Class 29 contains 10260 members 
Mstep: Class 30 contains 29315 members 
Mstep: Class 31 contains 7231 members 
Mstep: Class 32 contains 8441 members 
Mstep: Class 33 contains 20185 members 
Mstep: Class 34 contains 3463 members 
Mstep: Class 35 contains 3436 members 
Mstep: Class 36 contains 4372 members 
Mstep: Class 37 contains 4392 members 
Mstep: Class 38 contains 15395 members 
Mstep: Class 39 contains 10781 members 
Mstep: Class 40 contains 5622 members 
Mstep: Class 41 contains 18949 members 
Mstep: Class 42 contains 3061 members 
Mstep: Class 43 contains 7947 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 28977 members 
Mstep: Class 46 contains 2967 members 
Mstep: Class 47 contains 1927 members 
Mstep: Class 48 contains 6417 members 
Mstep: Class 49 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059328.000000 Penalty: 113419.390625
Iteration 125Q: 50 clusters Score -1.540593e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 12598 members 
Mstep: Class 5 contains 11599 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 80912 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 70717 members 
Mstep: Class 11 contains 27325 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 31967 members 
Mstep: Class 16 contains 34271 members 
Mstep: Class 17 contains 128275 members 
Mstep: Class 18 contains 66547 members 
Mstep: Class 19 contains 169081 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 99450 members 
Mstep: Class 22 contains 102255 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37753 members 
Mstep: Class 25 contains 155501 members 
Mstep: Class 26 contains 15177 members 
Mstep: Class 27 contains 7917 members 
Mstep: Class 28 contains 185932 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 29306 members 
Mstep: Class 31 contains 7234 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 19860 members 
Mstep: Class 34 contains 3462 members 
Mstep: Class 35 contains 3443 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 4352 members 
Mstep: Class 38 contains 15394 members 
Mstep: Class 39 contains 10771 members 
Mstep: Class 40 contains 5651 members 
Mstep: Class 41 contains 18959 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 7941 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29065 members 
Mstep: Class 46 contains 2937 members 
Mstep: Class 47 contains 1928 members 
Mstep: Class 48 contains 6559 members 
Mstep: Class 49 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154059856.000000 Penalty: 113419.390625
Iteration 126Q: 50 clusters Score -1.540599e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 11616 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 80929 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 70709 members 
Mstep: Class 11 contains 27330 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 9101 members 
Mstep: Class 15 contains 31955 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 128097 members 
Mstep: Class 18 contains 66542 members 
Mstep: Class 19 contains 169077 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 99444 members 
Mstep: Class 22 contains 102251 members 
Mstep: Class 23 contains 1857 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155467 members 
Mstep: Class 26 contains 15167 members 
Mstep: Class 27 contains 7907 members 
Mstep: Class 28 contains 185948 members 
Mstep: Class 29 contains 10250 members 
Mstep: Class 30 contains 29312 members 
Mstep: Class 31 contains 7244 members 
Mstep: Class 32 contains 8587 members 
Mstep: Class 33 contains 19603 members 
Mstep: Class 34 contains 3462 members 
Mstep: Class 35 contains 3443 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 4337 members 
Mstep: Class 38 contains 15385 members 
Mstep: Class 39 contains 10771 members 
Mstep: Class 40 contains 5671 members 
Mstep: Class 41 contains 18965 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 7938 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29114 members 
Mstep: Class 46 contains 2920 members 
Mstep: Class 47 contains 1929 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060320.000000 Penalty: 113419.390625
Iteration 127Q: 50 clusters Score -1.540603e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 6743 members 
Mstep: Class 4 contains 12595 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 14273 members 
Mstep: Class 8 contains 80934 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 70702 members 
Mstep: Class 11 contains 27334 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 31940 members 
Mstep: Class 16 contains 34783 members 
Mstep: Class 17 contains 127945 members 
Mstep: Class 18 contains 66542 members 
Mstep: Class 19 contains 169081 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99439 members 
Mstep: Class 22 contains 102244 members 
Mstep: Class 23 contains 1861 members 
Mstep: Class 24 contains 37757 members 
Mstep: Class 25 contains 155454 members 
Mstep: Class 26 contains 15161 members 
Mstep: Class 27 contains 7907 members 
Mstep: Class 28 contains 185962 members 
Mstep: Class 29 contains 10248 members 
Mstep: Class 30 contains 29308 members 
Mstep: Class 31 contains 7249 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 19385 members 
Mstep: Class 34 contains 3463 members 
Mstep: Class 35 contains 3444 members 
Mstep: Class 36 contains 4390 members 
Mstep: Class 37 contains 4308 members 
Mstep: Class 38 contains 15382 members 
Mstep: Class 39 contains 10780 members 
Mstep: Class 40 contains 5687 members 
Mstep: Class 41 contains 18966 members 
Mstep: Class 42 contains 3088 members 
Mstep: Class 43 contains 7927 members 
Mstep: Class 44 contains 5234 members 
Mstep: Class 45 contains 29138 members 
Mstep: Class 46 contains 2911 members 
Mstep: Class 47 contains 1933 members 
Mstep: Class 48 contains 6794 members 
Mstep: Class 49 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154060832.000000 Penalty: 113419.390625
Iteration 128Q: 50 clusters Score -1.540608e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 12595 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 14267 members 
Mstep: Class 8 contains 80927 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 70690 members 
Mstep: Class 11 contains 27342 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 5274 members 
Mstep: Class 14 contains 9093 members 
Mstep: Class 15 contains 31923 members 
Mstep: Class 16 contains 34984 members 
Mstep: Class 17 contains 127820 members 
Mstep: Class 18 contains 66536 members 
Mstep: Class 19 contains 169086 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99438 members 
Mstep: Class 22 contains 102236 members 
Mstep: Class 23 contains 1860 members 
Mstep: Class 24 contains 37761 members 
Mstep: Class 25 contains 155437 members 
Mstep: Class 26 contains 15154 members 
Mstep: Class 27 contains 7911 members 
Mstep: Class 28 contains 185980 members 
Mstep: Class 29 contains 10241 members 
Mstep: Class 30 contains 29329 members 
Mstep: Class 31 contains 7256 members 
Mstep: Class 32 contains 8708 members 
Mstep: Class 33 contains 19182 members 
Mstep: Class 34 contains 3462 members 
Mstep: Class 35 contains 3440 members 
Mstep: Class 36 contains 4395 members 
Mstep: Class 37 contains 4270 members 
Mstep: Class 38 contains 15381 members 
Mstep: Class 39 contains 10782 members 
Mstep: Class 40 contains 5696 members 
Mstep: Class 41 contains 18972 members 
Mstep: Class 42 contains 3098 members 
Mstep: Class 43 contains 7926 members 
Mstep: Class 44 contains 5236 members 
Mstep: Class 45 contains 29147 members 
Mstep: Class 46 contains 2902 members 
Mstep: Class 47 contains 1938 members 
Mstep: Class 48 contains 6899 members 
Mstep: Class 49 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061088.000000 Penalty: 113419.390625
Iteration 129Q: 50 clusters Score -1.540611e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 12595 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 14252 members 
Mstep: Class 8 contains 80925 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 70675 members 
Mstep: Class 11 contains 27349 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 5283 members 
Mstep: Class 14 contains 9090 members 
Mstep: Class 15 contains 31905 members 
Mstep: Class 16 contains 35160 members 
Mstep: Class 17 contains 127719 members 
Mstep: Class 18 contains 66538 members 
Mstep: Class 19 contains 169107 members 
Mstep: Class 20 contains 1609 members 
Mstep: Class 21 contains 99435 members 
Mstep: Class 22 contains 102232 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 37763 members 
Mstep: Class 25 contains 155425 members 
Mstep: Class 26 contains 15143 members 
Mstep: Class 27 contains 7931 members 
Mstep: Class 28 contains 186000 members 
Mstep: Class 29 contains 10237 members 
Mstep: Class 30 contains 29349 members 
Mstep: Class 31 contains 7258 members 
Mstep: Class 32 contains 8769 members 
Mstep: Class 33 contains 19000 members 
Mstep: Class 34 contains 3460 members 
Mstep: Class 35 contains 3438 members 
Mstep: Class 36 contains 4396 members 
Mstep: Class 37 contains 4203 members 
Mstep: Class 38 contains 15384 members 
Mstep: Class 39 contains 10788 members 
Mstep: Class 40 contains 5702 members 
Mstep: Class 41 contains 18972 members 
Mstep: Class 42 contains 3102 members 
Mstep: Class 43 contains 7935 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29173 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 1940 members 
Mstep: Class 48 contains 6986 members 
Mstep: Class 49 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061440.000000 Penalty: 113419.390625
Iteration 130Q: 50 clusters Score -1.540614e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 11634 members 
Mstep: Class 6 contains 8296 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 80922 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 70671 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 9088 members 
Mstep: Class 15 contains 31895 members 
Mstep: Class 16 contains 35328 members 
Mstep: Class 17 contains 127621 members 
Mstep: Class 18 contains 66542 members 
Mstep: Class 19 contains 169105 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99441 members 
Mstep: Class 22 contains 102218 members 
Mstep: Class 23 contains 1868 members 
Mstep: Class 24 contains 37764 members 
Mstep: Class 25 contains 155418 members 
Mstep: Class 26 contains 15135 members 
Mstep: Class 27 contains 7946 members 
Mstep: Class 28 contains 186016 members 
Mstep: Class 29 contains 10237 members 
Mstep: Class 30 contains 29363 members 
Mstep: Class 31 contains 7262 members 
Mstep: Class 32 contains 8844 members 
Mstep: Class 33 contains 18845 members 
Mstep: Class 34 contains 3464 members 
Mstep: Class 35 contains 3440 members 
Mstep: Class 36 contains 4391 members 
Mstep: Class 37 contains 4142 members 
Mstep: Class 38 contains 15386 members 
Mstep: Class 39 contains 10785 members 
Mstep: Class 40 contains 5711 members 
Mstep: Class 41 contains 18975 members 
Mstep: Class 42 contains 3098 members 
Mstep: Class 43 contains 7926 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29191 members 
Mstep: Class 46 contains 2882 members 
Mstep: Class 47 contains 1941 members 
Mstep: Class 48 contains 7060 members 
Mstep: Class 49 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061488.000000 Penalty: 113419.390625
Iteration 131Q: 50 clusters Score -1.540615e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 11636 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 14238 members 
Mstep: Class 8 contains 80915 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 11 contains 27364 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9085 members 
Mstep: Class 15 contains 31882 members 
Mstep: Class 16 contains 35484 members 
Mstep: Class 17 contains 127559 members 
Mstep: Class 18 contains 66547 members 
Mstep: Class 19 contains 169105 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 99442 members 
Mstep: Class 22 contains 102196 members 
Mstep: Class 23 contains 1867 members 
Mstep: Class 24 contains 37764 members 
Mstep: Class 25 contains 155418 members 
Mstep: Class 26 contains 15130 members 
Mstep: Class 27 contains 7946 members 
Mstep: Class 28 contains 186034 members 
Mstep: Class 29 contains 10236 members 
Mstep: Class 30 contains 29379 members 
Mstep: Class 31 contains 7266 members 
Mstep: Class 32 contains 8924 members 
Mstep: Class 33 contains 18713 members 
Mstep: Class 34 contains 3467 members 
Mstep: Class 35 contains 3446 members 
Mstep: Class 36 contains 4392 members 
Mstep: Class 37 contains 4090 members 
Mstep: Class 38 contains 15385 members 
Mstep: Class 39 contains 10780 members 
Mstep: Class 40 contains 5735 members 
Mstep: Class 41 contains 18976 members 
Mstep: Class 42 contains 3097 members 
Mstep: Class 43 contains 7915 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29184 members 
Mstep: Class 46 contains 2881 members 
Mstep: Class 47 contains 1944 members 
Mstep: Class 48 contains 7120 members 
Mstep: Class 49 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061664.000000 Penalty: 113419.390625
Iteration 132Q: 50 clusters Score -1.540617e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 12603 members 
Mstep: Class 5 contains 11635 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 80908 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 70656 members 
Mstep: Class 11 contains 27370 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 31867 members 
Mstep: Class 16 contains 35621 members 
Mstep: Class 17 contains 127503 members 
Mstep: Class 18 contains 66552 members 
Mstep: Class 19 contains 169110 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 99444 members 
Mstep: Class 22 contains 102176 members 
Mstep: Class 23 contains 1869 members 
Mstep: Class 24 contains 37762 members 
Mstep: Class 25 contains 155420 members 
Mstep: Class 26 contains 15119 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 186069 members 
Mstep: Class 29 contains 10236 members 
Mstep: Class 30 contains 29395 members 
Mstep: Class 31 contains 7267 members 
Mstep: Class 32 contains 8991 members 
Mstep: Class 33 contains 18581 members 
Mstep: Class 34 contains 3467 members 
Mstep: Class 35 contains 3447 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 4074 members 
Mstep: Class 38 contains 15392 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5757 members 
Mstep: Class 41 contains 18976 members 
Mstep: Class 42 contains 3093 members 
Mstep: Class 43 contains 7902 members 
Mstep: Class 44 contains 5236 members 
Mstep: Class 45 contains 29186 members 
Mstep: Class 46 contains 2888 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 7169 members 
Mstep: Class 49 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154061792.000000 Penalty: 113419.390625
Iteration 133Q: 50 clusters Score -1.540618e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 6415 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 11638 members 
Mstep: Class 6 contains 8281 members 
Mstep: Class 7 contains 14216 members 
Mstep: Class 8 contains 80898 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 70649 members 
Mstep: Class 11 contains 27376 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 31862 members 
Mstep: Class 16 contains 35739 members 
Mstep: Class 17 contains 127450 members 
Mstep: Class 18 contains 66555 members 
Mstep: Class 19 contains 169118 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99444 members 
Mstep: Class 22 contains 102168 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 37757 members 
Mstep: Class 25 contains 155416 members 
Mstep: Class 26 contains 15111 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 186087 members 
Mstep: Class 29 contains 10232 members 
Mstep: Class 30 contains 29422 members 
Mstep: Class 31 contains 7270 members 
Mstep: Class 32 contains 9066 members 
Mstep: Class 33 contains 18470 members 
Mstep: Class 34 contains 3466 members 
Mstep: Class 35 contains 3449 members 
Mstep: Class 36 contains 4381 members 
Mstep: Class 37 contains 4049 members 
Mstep: Class 38 contains 15390 members 
Mstep: Class 39 contains 10758 members 
Mstep: Class 40 contains 5768 members 
Mstep: Class 41 contains 18981 members 
Mstep: Class 42 contains 3085 members 
Mstep: Class 43 contains 7897 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29179 members 
Mstep: Class 46 contains 2894 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 7217 members 
Mstep: Class 49 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062080.000000 Penalty: 113419.390625
Iteration 134Q: 50 clusters Score -1.540621e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 14204 members 
Mstep: Class 8 contains 80889 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 70641 members 
Mstep: Class 11 contains 27383 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 31855 members 
Mstep: Class 16 contains 35863 members 
Mstep: Class 17 contains 127384 members 
Mstep: Class 18 contains 66560 members 
Mstep: Class 19 contains 169120 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 21 contains 99444 members 
Mstep: Class 22 contains 102145 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 37757 members 
Mstep: Class 25 contains 155410 members 
Mstep: Class 26 contains 15105 members 
Mstep: Class 27 contains 7953 members 
Mstep: Class 28 contains 186121 members 
Mstep: Class 29 contains 10228 members 
Mstep: Class 30 contains 29455 members 
Mstep: Class 31 contains 7272 members 
Mstep: Class 32 contains 9130 members 
Mstep: Class 33 contains 18364 members 
Mstep: Class 34 contains 3460 members 
Mstep: Class 35 contains 3450 members 
Mstep: Class 36 contains 4380 members 
Mstep: Class 37 contains 4022 members 
Mstep: Class 38 contains 15392 members 
Mstep: Class 39 contains 10747 members 
Mstep: Class 40 contains 5788 members 
Mstep: Class 41 contains 18981 members 
Mstep: Class 42 contains 3085 members 
Mstep: Class 43 contains 7884 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29184 members 
Mstep: Class 46 contains 2895 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 7260 members 
Mstep: Class 49 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062176.000000 Penalty: 113419.390625
Iteration 135Q: 50 clusters Score -1.540622e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 6337 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 11653 members 
Mstep: Class 6 contains 8267 members 
Mstep: Class 7 contains 14197 members 
Mstep: Class 8 contains 80891 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 70637 members 
Mstep: Class 11 contains 27397 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 31857 members 
Mstep: Class 16 contains 35989 members 
Mstep: Class 17 contains 127294 members 
Mstep: Class 18 contains 66564 members 
Mstep: Class 19 contains 169121 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99449 members 
Mstep: Class 22 contains 102125 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 37759 members 
Mstep: Class 25 contains 155413 members 
Mstep: Class 26 contains 15103 members 
Mstep: Class 27 contains 7946 members 
Mstep: Class 28 contains 186160 members 
Mstep: Class 29 contains 10224 members 
Mstep: Class 30 contains 29469 members 
Mstep: Class 31 contains 7275 members 
Mstep: Class 32 contains 9192 members 
Mstep: Class 33 contains 18265 members 
Mstep: Class 34 contains 3452 members 
Mstep: Class 35 contains 3446 members 
Mstep: Class 36 contains 4376 members 
Mstep: Class 37 contains 3995 members 
Mstep: Class 38 contains 15393 members 
Mstep: Class 39 contains 10742 members 
Mstep: Class 40 contains 5805 members 
Mstep: Class 41 contains 18982 members 
Mstep: Class 42 contains 3081 members 
Mstep: Class 43 contains 7878 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29182 members 
Mstep: Class 46 contains 2902 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 7298 members 
Mstep: Class 49 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062384.000000 Penalty: 113419.390625
Iteration 136Q: 50 clusters Score -1.540624e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 6293 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 11658 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 14191 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 70635 members 
Mstep: Class 11 contains 27407 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 31847 members 
Mstep: Class 16 contains 36102 members 
Mstep: Class 17 contains 127236 members 
Mstep: Class 18 contains 66567 members 
Mstep: Class 19 contains 169123 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 99450 members 
Mstep: Class 22 contains 102112 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 37760 members 
Mstep: Class 25 contains 155419 members 
Mstep: Class 26 contains 15094 members 
Mstep: Class 27 contains 7920 members 
Mstep: Class 28 contains 186195 members 
Mstep: Class 29 contains 10221 members 
Mstep: Class 30 contains 29479 members 
Mstep: Class 31 contains 7276 members 
Mstep: Class 32 contains 9253 members 
Mstep: Class 33 contains 18160 members 
Mstep: Class 34 contains 3448 members 
Mstep: Class 35 contains 3448 members 
Mstep: Class 36 contains 4374 members 
Mstep: Class 37 contains 3978 members 
Mstep: Class 38 contains 15394 members 
Mstep: Class 39 contains 10735 members 
Mstep: Class 40 contains 5834 members 
Mstep: Class 41 contains 18985 members 
Mstep: Class 42 contains 3076 members 
Mstep: Class 43 contains 7868 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29165 members 
Mstep: Class 46 contains 2907 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 7327 members 
Mstep: Class 49 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062320.000000 Penalty: 113419.390625
Iteration 137Q: 50 clusters Score -1.540623e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 3 contains 6260 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 11662 members 
Mstep: Class 6 contains 8255 members 
Mstep: Class 7 contains 14196 members 
Mstep: Class 8 contains 80892 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 70626 members 
Mstep: Class 11 contains 27409 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 9088 members 
Mstep: Class 15 contains 31837 members 
Mstep: Class 16 contains 36189 members 
Mstep: Class 17 contains 127185 members 
Mstep: Class 18 contains 66569 members 
Mstep: Class 19 contains 169134 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 21 contains 99454 members 
Mstep: Class 22 contains 102095 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 37758 members 
Mstep: Class 25 contains 155414 members 
Mstep: Class 26 contains 15086 members 
Mstep: Class 27 contains 7904 members 
Mstep: Class 28 contains 186234 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 29491 members 
Mstep: Class 31 contains 7279 members 
Mstep: Class 32 contains 9308 members 
Mstep: Class 33 contains 18071 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 3450 members 
Mstep: Class 36 contains 4373 members 
Mstep: Class 37 contains 3975 members 
Mstep: Class 38 contains 15385 members 
Mstep: Class 39 contains 10731 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 18987 members 
Mstep: Class 42 contains 3085 members 
Mstep: Class 43 contains 7858 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29156 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 7355 members 
Mstep: Class 49 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062560.000000 Penalty: 113419.390625
Iteration 138Q: 50 clusters Score -1.540626e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 12624 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 80891 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 70610 members 
Mstep: Class 11 contains 27412 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 9086 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 36284 members 
Mstep: Class 17 contains 127133 members 
Mstep: Class 18 contains 66579 members 
Mstep: Class 19 contains 169136 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99450 members 
Mstep: Class 22 contains 102091 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 37750 members 
Mstep: Class 25 contains 155408 members 
Mstep: Class 26 contains 15078 members 
Mstep: Class 27 contains 7888 members 
Mstep: Class 28 contains 186269 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 29512 members 
Mstep: Class 31 contains 7280 members 
Mstep: Class 32 contains 9374 members 
Mstep: Class 33 contains 17981 members 
Mstep: Class 34 contains 3441 members 
Mstep: Class 35 contains 3450 members 
Mstep: Class 36 contains 4370 members 
Mstep: Class 37 contains 3968 members 
Mstep: Class 38 contains 15382 members 
Mstep: Class 39 contains 10728 members 
Mstep: Class 40 contains 5881 members 
Mstep: Class 41 contains 18987 members 
Mstep: Class 42 contains 3085 members 
Mstep: Class 43 contains 7838 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29146 members 
Mstep: Class 46 contains 2927 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 7380 members 
Mstep: Class 49 contains 2834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062336.000000 Penalty: 113419.390625
Iteration 139Q: 50 clusters Score -1.540623e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 11663 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 80905 members 
Mstep: Class 9 contains 5692 members 
Mstep: Class 10 contains 70605 members 
Mstep: Class 11 contains 27412 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 31823 members 
Mstep: Class 16 contains 36391 members 
Mstep: Class 17 contains 127091 members 
Mstep: Class 18 contains 66580 members 
Mstep: Class 19 contains 169134 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 99453 members 
Mstep: Class 22 contains 102078 members 
Mstep: Class 23 contains 1870 members 
Mstep: Class 24 contains 37748 members 
Mstep: Class 25 contains 155403 members 
Mstep: Class 26 contains 15074 members 
Mstep: Class 27 contains 7876 members 
Mstep: Class 28 contains 186300 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 29533 members 
Mstep: Class 31 contains 7280 members 
Mstep: Class 32 contains 9415 members 
Mstep: Class 33 contains 17876 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3450 members 
Mstep: Class 36 contains 4370 members 
Mstep: Class 37 contains 3956 members 
Mstep: Class 38 contains 15385 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 5906 members 
Mstep: Class 41 contains 18986 members 
Mstep: Class 42 contains 3090 members 
Mstep: Class 43 contains 7816 members 
Mstep: Class 44 contains 5236 members 
Mstep: Class 45 contains 29135 members 
Mstep: Class 46 contains 2938 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 7401 members 
Mstep: Class 49 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062544.000000 Penalty: 113419.390625
Iteration 140F: 50 clusters Score -1.540625e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 12641 members 
Mstep: Class 5 contains 11662 members 
Mstep: Class 6 contains 8236 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 80915 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 70596 members 
Mstep: Class 11 contains 27415 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 31814 members 
Mstep: Class 16 contains 36486 members 
Mstep: Class 17 contains 127048 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169138 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 99453 members 
Mstep: Class 22 contains 102078 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 37745 members 
Mstep: Class 25 contains 155403 members 
Mstep: Class 26 contains 15068 members 
Mstep: Class 27 contains 7873 members 
Mstep: Class 28 contains 186326 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 29560 members 
Mstep: Class 31 contains 7284 members 
Mstep: Class 32 contains 9460 members 
Mstep: Class 33 contains 17791 members 
Mstep: Class 34 contains 3442 members 
Mstep: Class 35 contains 3448 members 
Mstep: Class 36 contains 4374 members 
Mstep: Class 37 contains 3946 members 
Mstep: Class 38 contains 15381 members 
Mstep: Class 39 contains 10722 members 
Mstep: Class 40 contains 5924 members 
Mstep: Class 41 contains 18989 members 
Mstep: Class 42 contains 3097 members 
Mstep: Class 43 contains 7806 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29129 members 
Mstep: Class 46 contains 2944 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 7424 members 
Mstep: Class 49 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062672.000000 Penalty: 113419.390625
Iteration 141Q: 50 clusters Score -1.540627e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 11661 members 
Mstep: Class 6 contains 8232 members 
Mstep: Class 7 contains 14185 members 
Mstep: Class 8 contains 80929 members 
Mstep: Class 9 contains 5733 members 
Mstep: Class 10 contains 70584 members 
Mstep: Class 11 contains 27420 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 36602 members 
Mstep: Class 17 contains 127011 members 
Mstep: Class 18 contains 66572 members 
Mstep: Class 19 contains 169138 members 
Mstep: Class 20 contains 1579 members 
Mstep: Class 21 contains 99453 members 
Mstep: Class 22 contains 102085 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 37743 members 
Mstep: Class 25 contains 155399 members 
Mstep: Class 26 contains 15056 members 
Mstep: Class 27 contains 7865 members 
Mstep: Class 28 contains 186348 members 
Mstep: Class 29 contains 10217 members 
Mstep: Class 30 contains 29588 members 
Mstep: Class 31 contains 7289 members 
Mstep: Class 32 contains 9514 members 
Mstep: Class 33 contains 17688 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3443 members 
Mstep: Class 36 contains 4374 members 
Mstep: Class 37 contains 3946 members 
Mstep: Class 38 contains 15374 members 
Mstep: Class 39 contains 10717 members 
Mstep: Class 40 contains 5944 members 
Mstep: Class 41 contains 18992 members 
Mstep: Class 42 contains 3097 members 
Mstep: Class 43 contains 7796 members 
Mstep: Class 44 contains 5237 members 
Mstep: Class 45 contains 29123 members 
Mstep: Class 46 contains 2947 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 7445 members 
Mstep: Class 49 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062832.000000 Penalty: 113419.390625
Iteration 142Q: 50 clusters Score -1.540628e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 11663 members 
Mstep: Class 6 contains 8232 members 
Mstep: Class 7 contains 14191 members 
Mstep: Class 8 contains 80923 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 70574 members 
Mstep: Class 11 contains 27421 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 31793 members 
Mstep: Class 16 contains 36709 members 
Mstep: Class 17 contains 126956 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 169145 members 
Mstep: Class 20 contains 1578 members 
Mstep: Class 21 contains 99449 members 
Mstep: Class 22 contains 102071 members 
Mstep: Class 23 contains 1875 members 
Mstep: Class 24 contains 37742 members 
Mstep: Class 25 contains 155405 members 
Mstep: Class 26 contains 15047 members 
Mstep: Class 27 contains 7855 members 
Mstep: Class 28 contains 186377 members 
Mstep: Class 29 contains 10212 members 
Mstep: Class 30 contains 29614 members 
Mstep: Class 31 contains 7293 members 
Mstep: Class 32 contains 9569 members 
Mstep: Class 33 contains 17600 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3439 members 
Mstep: Class 36 contains 4377 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 15372 members 
Mstep: Class 39 contains 10711 members 
Mstep: Class 40 contains 5959 members 
Mstep: Class 41 contains 18992 members 
Mstep: Class 42 contains 3099 members 
Mstep: Class 43 contains 7784 members 
Mstep: Class 44 contains 5236 members 
Mstep: Class 45 contains 29115 members 
Mstep: Class 46 contains 2950 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 7468 members 
Mstep: Class 49 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062784.000000 Penalty: 113419.390625
Iteration 143Q: 50 clusters Score -1.540628e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 6063 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 8221 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 80925 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 70569 members 
Mstep: Class 11 contains 27426 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 31781 members 
Mstep: Class 16 contains 36800 members 
Mstep: Class 17 contains 126910 members 
Mstep: Class 18 contains 66571 members 
Mstep: Class 19 contains 169149 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 99444 members 
Mstep: Class 22 contains 102058 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 37740 members 
Mstep: Class 25 contains 155404 members 
Mstep: Class 26 contains 15040 members 
Mstep: Class 27 contains 7847 members 
Mstep: Class 28 contains 186404 members 
Mstep: Class 29 contains 10209 members 
Mstep: Class 30 contains 29657 members 
Mstep: Class 31 contains 7299 members 
Mstep: Class 32 contains 9617 members 
Mstep: Class 33 contains 17516 members 
Mstep: Class 34 contains 3437 members 
Mstep: Class 35 contains 3438 members 
Mstep: Class 36 contains 4379 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 15372 members 
Mstep: Class 39 contains 10695 members 
Mstep: Class 40 contains 5962 members 
Mstep: Class 41 contains 18994 members 
Mstep: Class 42 contains 3100 members 
Mstep: Class 43 contains 7776 members 
Mstep: Class 44 contains 5236 members 
Mstep: Class 45 contains 29111 members 
Mstep: Class 46 contains 2954 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 7495 members 
Mstep: Class 49 contains 2875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062720.000000 Penalty: 113419.390625
Iteration 144Q: 50 clusters Score -1.540627e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 6025 members 
Mstep: Class 4 contains 12661 members 
Mstep: Class 5 contains 11660 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 8 contains 80920 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 70568 members 
Mstep: Class 11 contains 27431 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 31778 members 
Mstep: Class 16 contains 36900 members 
Mstep: Class 17 contains 126850 members 
Mstep: Class 18 contains 66568 members 
Mstep: Class 19 contains 169165 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 99437 members 
Mstep: Class 22 contains 102052 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 37734 members 
Mstep: Class 25 contains 155395 members 
Mstep: Class 26 contains 15032 members 
Mstep: Class 27 contains 7842 members 
Mstep: Class 28 contains 186426 members 
Mstep: Class 29 contains 10205 members 
Mstep: Class 30 contains 29702 members 
Mstep: Class 31 contains 7302 members 
Mstep: Class 32 contains 9674 members 
Mstep: Class 33 contains 17446 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3440 members 
Mstep: Class 36 contains 4380 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 15368 members 
Mstep: Class 39 contains 10680 members 
Mstep: Class 40 contains 5966 members 
Mstep: Class 41 contains 18995 members 
Mstep: Class 42 contains 3106 members 
Mstep: Class 43 contains 7768 members 
Mstep: Class 44 contains 5234 members 
Mstep: Class 45 contains 29111 members 
Mstep: Class 46 contains 2954 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 7522 members 
Mstep: Class 49 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062576.000000 Penalty: 113419.390625
Iteration 145Q: 50 clusters Score -1.540626e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5993 members 
Mstep: Class 4 contains 12672 members 
Mstep: Class 5 contains 11661 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 14194 members 
Mstep: Class 8 contains 80923 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 70558 members 
Mstep: Class 11 contains 27439 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 31768 members 
Mstep: Class 16 contains 36994 members 
Mstep: Class 17 contains 126796 members 
Mstep: Class 18 contains 66565 members 
Mstep: Class 19 contains 169173 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 99431 members 
Mstep: Class 22 contains 102053 members 
Mstep: Class 23 contains 1879 members 
Mstep: Class 24 contains 37735 members 
Mstep: Class 25 contains 155383 members 
Mstep: Class 26 contains 15026 members 
Mstep: Class 27 contains 7829 members 
Mstep: Class 28 contains 186440 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 29724 members 
Mstep: Class 31 contains 7305 members 
Mstep: Class 32 contains 9710 members 
Mstep: Class 33 contains 17373 members 
Mstep: Class 34 contains 3441 members 
Mstep: Class 35 contains 3439 members 
Mstep: Class 36 contains 4380 members 
Mstep: Class 37 contains 3943 members 
Mstep: Class 38 contains 15362 members 
Mstep: Class 39 contains 10669 members 
Mstep: Class 40 contains 5984 members 
Mstep: Class 41 contains 18997 members 
Mstep: Class 42 contains 3112 members 
Mstep: Class 43 contains 7766 members 
Mstep: Class 44 contains 5234 members 
Mstep: Class 45 contains 29112 members 
Mstep: Class 46 contains 2954 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 7551 members 
Mstep: Class 49 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062448.000000 Penalty: 113419.390625
Iteration 146Q: 50 clusters Score -1.540624e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5972 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 11663 members 
Mstep: Class 6 contains 8210 members 
Mstep: Class 7 contains 14197 members 
Mstep: Class 8 contains 80931 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 70553 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 31754 members 
Mstep: Class 16 contains 37052 members 
Mstep: Class 17 contains 126741 members 
Mstep: Class 18 contains 66568 members 
Mstep: Class 19 contains 169192 members 
Mstep: Class 20 contains 1561 members 
Mstep: Class 21 contains 99416 members 
Mstep: Class 22 contains 102051 members 
Mstep: Class 23 contains 1884 members 
Mstep: Class 24 contains 37738 members 
Mstep: Class 25 contains 155357 members 
Mstep: Class 26 contains 15020 members 
Mstep: Class 27 contains 7822 members 
Mstep: Class 28 contains 186464 members 
Mstep: Class 29 contains 10198 members 
Mstep: Class 30 contains 29738 members 
Mstep: Class 31 contains 7306 members 
Mstep: Class 32 contains 9753 members 
Mstep: Class 33 contains 17313 members 
Mstep: Class 34 contains 3441 members 
Mstep: Class 35 contains 3437 members 
Mstep: Class 36 contains 4384 members 
Mstep: Class 37 contains 3938 members 
Mstep: Class 38 contains 15355 members 
Mstep: Class 39 contains 10666 members 
Mstep: Class 40 contains 5996 members 
Mstep: Class 41 contains 18997 members 
Mstep: Class 42 contains 3117 members 
Mstep: Class 43 contains 7760 members 
Mstep: Class 44 contains 5234 members 
Mstep: Class 45 contains 29110 members 
Mstep: Class 46 contains 2953 members 
Mstep: Class 47 contains 1956 members 
Mstep: Class 48 contains 7581 members 
Mstep: Class 49 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062352.000000 Penalty: 113419.390625
Iteration 147Q: 50 clusters Score -1.540624e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 12692 members 
Mstep: Class 5 contains 11667 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 14200 members 
Mstep: Class 8 contains 80938 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 70542 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 31744 members 
Mstep: Class 16 contains 37116 members 
Mstep: Class 17 contains 126697 members 
Mstep: Class 18 contains 66567 members 
Mstep: Class 19 contains 169209 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 99408 members 
Mstep: Class 22 contains 102039 members 
Mstep: Class 23 contains 1887 members 
Mstep: Class 24 contains 37734 members 
Mstep: Class 25 contains 155338 members 
Mstep: Class 26 contains 15013 members 
Mstep: Class 27 contains 7815 members 
Mstep: Class 28 contains 186484 members 
Mstep: Class 29 contains 10196 members 
Mstep: Class 30 contains 29748 members 
Mstep: Class 31 contains 7310 members 
Mstep: Class 32 contains 9808 members 
Mstep: Class 33 contains 17252 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 3937 members 
Mstep: Class 38 contains 15348 members 
Mstep: Class 39 contains 10664 members 
Mstep: Class 40 contains 6012 members 
Mstep: Class 41 contains 18995 members 
Mstep: Class 42 contains 3120 members 
Mstep: Class 43 contains 7750 members 
Mstep: Class 44 contains 5234 members 
Mstep: Class 45 contains 29115 members 
Mstep: Class 46 contains 2954 members 
Mstep: Class 47 contains 1957 members 
Mstep: Class 48 contains 7596 members 
Mstep: Class 49 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062256.000000 Penalty: 113419.390625
Iteration 148Q: 50 clusters Score -1.540623e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 80946 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 70531 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 9085 members 
Mstep: Class 15 contains 31734 members 
Mstep: Class 16 contains 37182 members 
Mstep: Class 17 contains 126684 members 
Mstep: Class 18 contains 66568 members 
Mstep: Class 19 contains 169228 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 99404 members 
Mstep: Class 22 contains 102031 members 
Mstep: Class 23 contains 1887 members 
Mstep: Class 24 contains 37736 members 
Mstep: Class 25 contains 155320 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 7808 members 
Mstep: Class 28 contains 186494 members 
Mstep: Class 29 contains 10196 members 
Mstep: Class 30 contains 29768 members 
Mstep: Class 31 contains 7313 members 
Mstep: Class 32 contains 9837 members 
Mstep: Class 33 contains 17197 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 3433 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 15344 members 
Mstep: Class 39 contains 10662 members 
Mstep: Class 40 contains 6008 members 
Mstep: Class 41 contains 18994 members 
Mstep: Class 42 contains 3124 members 
Mstep: Class 43 contains 7747 members 
Mstep: Class 44 contains 5234 members 
Mstep: Class 45 contains 29109 members 
Mstep: Class 46 contains 2956 members 
Mstep: Class 47 contains 1957 members 
Mstep: Class 48 contains 7610 members 
Mstep: Class 49 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062464.000000 Penalty: 113419.390625
Iteration 149Q: 50 clusters Score -1.540625e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 11674 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 7 contains 14206 members 
Mstep: Class 8 contains 80956 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 10 contains 70524 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 9088 members 
Mstep: Class 15 contains 31727 members 
Mstep: Class 16 contains 37244 members 
Mstep: Class 17 contains 126674 members 
Mstep: Class 18 contains 66571 members 
Mstep: Class 19 contains 169238 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 99407 members 
Mstep: Class 22 contains 102023 members 
Mstep: Class 23 contains 1889 members 
Mstep: Class 24 contains 37738 members 
Mstep: Class 25 contains 155304 members 
Mstep: Class 26 contains 14994 members 
Mstep: Class 27 contains 7794 members 
Mstep: Class 28 contains 186492 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 29811 members 
Mstep: Class 31 contains 7314 members 
Mstep: Class 32 contains 9870 members 
Mstep: Class 33 contains 17138 members 
Mstep: Class 34 contains 3433 members 
Mstep: Class 35 contains 3431 members 
Mstep: Class 36 contains 4386 members 
Mstep: Class 37 contains 3928 members 
Mstep: Class 38 contains 15338 members 
Mstep: Class 39 contains 10662 members 
Mstep: Class 40 contains 5997 members 
Mstep: Class 41 contains 18998 members 
Mstep: Class 42 contains 3125 members 
Mstep: Class 43 contains 7752 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29104 members 
Mstep: Class 46 contains 2957 members 
Mstep: Class 47 contains 1958 members 
Mstep: Class 48 contains 7627 members 
Mstep: Class 49 contains 2897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062576.000000 Penalty: 113419.390625
Iteration 150Q: 50 clusters Score -1.540626e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 5892 members 
Mstep: Class 4 contains 12713 members 
Mstep: Class 5 contains 11675 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 14204 members 
Mstep: Class 8 contains 80967 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 70523 members 
Mstep: Class 11 contains 27462 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 9089 members 
Mstep: Class 15 contains 31717 members 
Mstep: Class 16 contains 37290 members 
Mstep: Class 17 contains 126646 members 
Mstep: Class 18 contains 66576 members 
Mstep: Class 19 contains 169247 members 
Mstep: Class 20 contains 1563 members 
Mstep: Class 21 contains 99404 members 
Mstep: Class 22 contains 102026 members 
Mstep: Class 23 contains 1890 members 
Mstep: Class 24 contains 37741 members 
Mstep: Class 25 contains 155286 members 
Mstep: Class 26 contains 14986 members 
Mstep: Class 27 contains 7779 members 
Mstep: Class 28 contains 186503 members 
Mstep: Class 29 contains 10196 members 
Mstep: Class 30 contains 29834 members 
Mstep: Class 31 contains 7314 members 
Mstep: Class 32 contains 9901 members 
Mstep: Class 33 contains 17096 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 3429 members 
Mstep: Class 36 contains 4386 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 15332 members 
Mstep: Class 39 contains 10664 members 
Mstep: Class 40 contains 5993 members 
Mstep: Class 41 contains 19000 members 
Mstep: Class 42 contains 3133 members 
Mstep: Class 43 contains 7755 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29102 members 
Mstep: Class 46 contains 2956 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7645 members 
Mstep: Class 49 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062576.000000 Penalty: 113419.390625
Iteration 151Q: 50 clusters Score -1.540626e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 12717 members 
Mstep: Class 5 contains 11676 members 
Mstep: Class 6 contains 8206 members 
Mstep: Class 7 contains 14210 members 
Mstep: Class 8 contains 80971 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 70516 members 
Mstep: Class 11 contains 27459 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 9089 members 
Mstep: Class 15 contains 31699 members 
Mstep: Class 16 contains 37348 members 
Mstep: Class 17 contains 126623 members 
Mstep: Class 18 contains 66579 members 
Mstep: Class 19 contains 169247 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 99404 members 
Mstep: Class 22 contains 102024 members 
Mstep: Class 23 contains 1891 members 
Mstep: Class 24 contains 37746 members 
Mstep: Class 25 contains 155275 members 
Mstep: Class 26 contains 14982 members 
Mstep: Class 27 contains 7764 members 
Mstep: Class 28 contains 186522 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 29857 members 
Mstep: Class 31 contains 7314 members 
Mstep: Class 32 contains 9932 members 
Mstep: Class 33 contains 17064 members 
Mstep: Class 34 contains 3434 members 
Mstep: Class 35 contains 3427 members 
Mstep: Class 36 contains 4386 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 15328 members 
Mstep: Class 39 contains 10659 members 
Mstep: Class 40 contains 5999 members 
Mstep: Class 41 contains 19003 members 
Mstep: Class 42 contains 3143 members 
Mstep: Class 43 contains 7749 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29101 members 
Mstep: Class 46 contains 2957 members 
Mstep: Class 47 contains 1958 members 
Mstep: Class 48 contains 7650 members 
Mstep: Class 49 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062464.000000 Penalty: 113419.390625
Iteration 152Q: 50 clusters Score -1.540625e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 7253 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 12722 members 
Mstep: Class 5 contains 11675 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 14217 members 
Mstep: Class 8 contains 80972 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 70510 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 31691 members 
Mstep: Class 16 contains 37403 members 
Mstep: Class 17 contains 126598 members 
Mstep: Class 18 contains 66576 members 
Mstep: Class 19 contains 169241 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 99404 members 
Mstep: Class 22 contains 102027 members 
Mstep: Class 23 contains 1893 members 
Mstep: Class 24 contains 37748 members 
Mstep: Class 25 contains 155268 members 
Mstep: Class 26 contains 14975 members 
Mstep: Class 27 contains 7748 members 
Mstep: Class 28 contains 186538 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 29886 members 
Mstep: Class 31 contains 7314 members 
Mstep: Class 32 contains 9962 members 
Mstep: Class 33 contains 17034 members 
Mstep: Class 34 contains 3437 members 
Mstep: Class 35 contains 3426 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 15322 members 
Mstep: Class 39 contains 10654 members 
Mstep: Class 40 contains 6023 members 
Mstep: Class 41 contains 19004 members 
Mstep: Class 42 contains 3151 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29105 members 
Mstep: Class 46 contains 2959 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7655 members 
Mstep: Class 49 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062496.000000 Penalty: 113419.390625
Iteration 153Q: 50 clusters Score -1.540625e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 5823 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 8203 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 80975 members 
Mstep: Class 9 contains 5947 members 
Mstep: Class 10 contains 70508 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 31682 members 
Mstep: Class 16 contains 37454 members 
Mstep: Class 17 contains 126585 members 
Mstep: Class 18 contains 66576 members 
Mstep: Class 19 contains 169239 members 
Mstep: Class 20 contains 1556 members 
Mstep: Class 21 contains 99409 members 
Mstep: Class 22 contains 102027 members 
Mstep: Class 23 contains 1897 members 
Mstep: Class 24 contains 37751 members 
Mstep: Class 25 contains 155269 members 
Mstep: Class 26 contains 14969 members 
Mstep: Class 27 contains 7735 members 
Mstep: Class 28 contains 186550 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 29901 members 
Mstep: Class 31 contains 7314 members 
Mstep: Class 32 contains 9987 members 
Mstep: Class 33 contains 16994 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3424 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 15317 members 
Mstep: Class 39 contains 10652 members 
Mstep: Class 40 contains 6062 members 
Mstep: Class 41 contains 19007 members 
Mstep: Class 42 contains 3154 members 
Mstep: Class 43 contains 7722 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29103 members 
Mstep: Class 46 contains 2960 members 
Mstep: Class 47 contains 1958 members 
Mstep: Class 48 contains 7658 members 
Mstep: Class 49 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062352.000000 Penalty: 113419.390625
Iteration 154Q: 50 clusters Score -1.540624e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5816 members 
Mstep: Class 4 contains 12734 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 8201 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 80983 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 70507 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 9076 members 
Mstep: Class 15 contains 31671 members 
Mstep: Class 16 contains 37509 members 
Mstep: Class 17 contains 126560 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169236 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 99401 members 
Mstep: Class 22 contains 102026 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 37751 members 
Mstep: Class 25 contains 155269 members 
Mstep: Class 26 contains 14966 members 
Mstep: Class 27 contains 7723 members 
Mstep: Class 28 contains 186568 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 29925 members 
Mstep: Class 31 contains 7312 members 
Mstep: Class 32 contains 10014 members 
Mstep: Class 33 contains 16951 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15309 members 
Mstep: Class 39 contains 10650 members 
Mstep: Class 40 contains 6084 members 
Mstep: Class 41 contains 19010 members 
Mstep: Class 42 contains 3155 members 
Mstep: Class 43 contains 7715 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29095 members 
Mstep: Class 46 contains 2960 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7663 members 
Mstep: Class 49 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062576.000000 Penalty: 113419.390625
Iteration 155Q: 50 clusters Score -1.540626e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5801 members 
Mstep: Class 4 contains 12738 members 
Mstep: Class 5 contains 11662 members 
Mstep: Class 6 contains 8195 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 80989 members 
Mstep: Class 9 contains 5976 members 
Mstep: Class 10 contains 70498 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 9073 members 
Mstep: Class 15 contains 31655 members 
Mstep: Class 16 contains 37557 members 
Mstep: Class 17 contains 126543 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 169238 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 99387 members 
Mstep: Class 22 contains 102025 members 
Mstep: Class 23 contains 1903 members 
Mstep: Class 24 contains 37753 members 
Mstep: Class 25 contains 155261 members 
Mstep: Class 26 contains 14964 members 
Mstep: Class 27 contains 7710 members 
Mstep: Class 28 contains 186594 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 29942 members 
Mstep: Class 31 contains 7313 members 
Mstep: Class 32 contains 10045 members 
Mstep: Class 33 contains 16920 members 
Mstep: Class 34 contains 3431 members 
Mstep: Class 35 contains 3416 members 
Mstep: Class 36 contains 4384 members 
Mstep: Class 37 contains 3918 members 
Mstep: Class 38 contains 15308 members 
Mstep: Class 39 contains 10650 members 
Mstep: Class 40 contains 6102 members 
Mstep: Class 41 contains 19015 members 
Mstep: Class 42 contains 3156 members 
Mstep: Class 43 contains 7713 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29075 members 
Mstep: Class 46 contains 2963 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7672 members 
Mstep: Class 49 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062480.000000 Penalty: 113419.390625
Iteration 156Q: 50 clusters Score -1.540625e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11661 members 
Mstep: Class 6 contains 8195 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 80994 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 70496 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9070 members 
Mstep: Class 15 contains 31635 members 
Mstep: Class 16 contains 37602 members 
Mstep: Class 17 contains 126523 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 169237 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 99378 members 
Mstep: Class 22 contains 102015 members 
Mstep: Class 23 contains 1905 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155244 members 
Mstep: Class 26 contains 14960 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 186624 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 29959 members 
Mstep: Class 31 contains 7313 members 
Mstep: Class 32 contains 10073 members 
Mstep: Class 33 contains 16889 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 4382 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15307 members 
Mstep: Class 39 contains 10645 members 
Mstep: Class 40 contains 6130 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3158 members 
Mstep: Class 43 contains 7705 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29061 members 
Mstep: Class 46 contains 2965 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7681 members 
Mstep: Class 49 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062848.000000 Penalty: 113419.390625
Iteration 157Q: 50 clusters Score -1.540628e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5790 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11656 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6005 members 
Mstep: Class 10 contains 70489 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 31614 members 
Mstep: Class 16 contains 37640 members 
Mstep: Class 17 contains 126504 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 169229 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 99378 members 
Mstep: Class 22 contains 102009 members 
Mstep: Class 23 contains 1908 members 
Mstep: Class 24 contains 37753 members 
Mstep: Class 25 contains 155238 members 
Mstep: Class 26 contains 14956 members 
Mstep: Class 27 contains 7672 members 
Mstep: Class 28 contains 186647 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 29980 members 
Mstep: Class 31 contains 7315 members 
Mstep: Class 32 contains 10097 members 
Mstep: Class 33 contains 16867 members 
Mstep: Class 34 contains 3442 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 4381 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 15303 members 
Mstep: Class 39 contains 10642 members 
Mstep: Class 40 contains 6167 members 
Mstep: Class 41 contains 19018 members 
Mstep: Class 42 contains 3160 members 
Mstep: Class 43 contains 7694 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29050 members 
Mstep: Class 46 contains 2965 members 
Mstep: Class 47 contains 1962 members 
Mstep: Class 48 contains 7688 members 
Mstep: Class 49 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062720.000000 Penalty: 113419.390625
Iteration 158Q: 50 clusters Score -1.540627e+08 nChanged 482
Entering ConstructFrom: 
Score: -154062720.000000 Penalty: 113419.390625
Entering ConstructFrom: 
Trying to split cluster 1 (32422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Entering Unmasked Estep 
Score: -3341410.250000 Penalty: 1687.821289
	Iteration 0F: 2 clusters Score -3341410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3319684.500000 Penalty: 3375.642578
	Iteration 0F: 3 clusters Score -3319684 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3327926.750000 Penalty: 3375.642578
	Iteration 1F: 3 clusters Score -3327927 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3328443.500000 Penalty: 3375.642578
	Iteration 2Q: 3 clusters Score -3328444 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3328999.750000 Penalty: 3375.642578
	Iteration 3Q: 3 clusters Score -3329000 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3329797.000000 Penalty: 3375.642578
	Iteration 4F: 3 clusters Score -3329797 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3330978.500000 Penalty: 3375.642578
	Iteration 5F: 3 clusters Score -3330978 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3332679.250000 Penalty: 3375.642578
	Iteration 6F: 3 clusters Score -3332679 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3334841.750000 Penalty: 3375.642578
	Iteration 7F: 3 clusters Score -3334842 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3336802.250000 Penalty: 3375.642578
	Iteration 8F: 3 clusters Score -3336802 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3338222.000000 Penalty: 3375.642578
	Iteration 9F: 3 clusters Score -3338222 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3339081.250000 Penalty: 3375.642578
	Iteration 10Q: 3 clusters Score -3339081 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3339548.000000 Penalty: 3375.642578
	Iteration 11Q: 3 clusters Score -3339548 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3339797.000000 Penalty: 3375.642578
	Iteration 12Q: 3 clusters Score -3339797 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3339928.500000 Penalty: 3375.642578
	Iteration 13Q: 3 clusters Score -3339928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3339998.500000 Penalty: 3375.642578
	Iteration 14Q: 3 clusters Score -3339998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3340064.250000 Penalty: 3375.642578
	Iteration 15Q: 3 clusters Score -3340064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3340114.250000 Penalty: 3375.642578
	Iteration 16Q: 3 clusters Score -3340114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -3340154.250000 Penalty: 3375.642578
	Iteration 17Q: 3 clusters Score -3340154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -3340174.000000 Penalty: 3375.642578
	Iteration 18Q: 3 clusters Score -3340174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -3340183.250000 Penalty: 3375.642578
	Iteration 19Q: 3 clusters Score -3340183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3340195.000000 Penalty: 3375.642578
	Iteration 20F: 3 clusters Score -3340195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -3340196.500000 Penalty: 3375.642578
	Iteration 21Q: 3 clusters Score -3340196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3340202.000000 Penalty: 3375.642578
	Iteration 22Q: 3 clusters Score -3340202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -3340208.750000 Penalty: 3375.642578
	Iteration 23Q: 3 clusters Score -3340209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3340209.000000 Penalty: 3375.642578
	Iteration 24Q: 3 clusters Score -3340209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -3340213.250000 Penalty: 3375.642578
	Iteration 25Q: 3 clusters Score -3340213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3340216.750000 Penalty: 3375.642578
	Iteration 26Q: 3 clusters Score -3340217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3340218.250000 Penalty: 3375.642578
	Iteration 27Q: 3 clusters Score -3340218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3340217.500000 Penalty: 3375.642578
	Iteration 28Q: 3 clusters Score -3340218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3340221.500000 Penalty: 3375.642578
	Iteration 29Q: 3 clusters Score -3340222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3340225.500000 Penalty: 3375.642578
	Iteration 30Q: 3 clusters Score -3340226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3340228.000000 Penalty: 3375.642578
	Iteration 31Q: 3 clusters Score -3340228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3340225.000000 Penalty: 3375.642578
	Iteration 32Q: 3 clusters Score -3340225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3340227.000000 Penalty: 3375.642578
	Iteration 33Q: 3 clusters Score -3340227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3340231.000000 Penalty: 3375.642578
	Iteration 34Q: 3 clusters Score -3340231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3340232.250000 Penalty: 3375.642578
	Iteration 35Q: 3 clusters Score -3340232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3340230.750000 Penalty: 3375.642578
	Iteration 36Q: 3 clusters Score -3340231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3340230.750000 Penalty: 3375.642578
	Iteration 37F: 3 clusters Score -3340231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -772032.500000 Penalty: 1444.422974
	Iteration 0F: 2 clusters Score -772032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -766679.250000 Penalty: 2888.845947
	Iteration 0F: 3 clusters Score -766679.2 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -768429.187500 Penalty: 2888.845947
	Iteration 1F: 3 clusters Score -768429.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -768742.250000 Penalty: 2888.845947
	Iteration 2F: 3 clusters Score -768742.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -769023.562500 Penalty: 2888.845947
	Iteration 3F: 3 clusters Score -769023.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -769325.062500 Penalty: 2888.845947
	Iteration 4F: 3 clusters Score -769325.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -769606.875000 Penalty: 2888.845947
	Iteration 5F: 3 clusters Score -769606.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -769846.625000 Penalty: 2888.845947
	Iteration 6Q: 3 clusters Score -769846.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -770074.375000 Penalty: 2888.845947
	Iteration 7Q: 3 clusters Score -770074.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -770286.500000 Penalty: 2888.845947
	Iteration 8Q: 3 clusters Score -770286.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -770472.812500 Penalty: 2888.845947
	Iteration 9Q: 3 clusters Score -770472.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -770621.687500 Penalty: 2888.845947
	Iteration 10Q: 3 clusters Score -770621.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -770723.062500 Penalty: 2888.845947
	Iteration 11Q: 3 clusters Score -770723.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -770794.750000 Penalty: 2888.845947
	Iteration 12Q: 3 clusters Score -770794.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -770840.937500 Penalty: 2888.845947
	Iteration 13Q: 3 clusters Score -770840.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -770877.875000 Penalty: 2888.845947
	Iteration 14Q: 3 clusters Score -770877.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -770909.187500 Penalty: 2888.845947
	Iteration 15Q: 3 clusters Score -770909.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -770928.187500 Penalty: 2888.845947
	Iteration 16Q: 3 clusters Score -770928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -770942.625000 Penalty: 2888.845947
	Iteration 17Q: 3 clusters Score -770942.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -770953.625000 Penalty: 2888.845947
	Iteration 18Q: 3 clusters Score -770953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -770962.687500 Penalty: 2888.845947
	Iteration 19Q: 3 clusters Score -770962.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -770972.375000 Penalty: 2888.845947
	Iteration 20F: 3 clusters Score -770972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -770978.687500 Penalty: 2888.845947
	Iteration 21Q: 3 clusters Score -770978.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -770980.375000 Penalty: 2888.845947
	Iteration 22Q: 3 clusters Score -770980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -770986.312500 Penalty: 2888.845947
	Iteration 23Q: 3 clusters Score -770986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -770986.625000 Penalty: 2888.845947
	Iteration 24Q: 3 clusters Score -770986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -770986.687500 Penalty: 2888.845947
	Iteration 25Q: 3 clusters Score -770986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -770986.125000 Penalty: 2888.845947
	Iteration 26Q: 3 clusters Score -770986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -770988.812500 Penalty: 2888.845947
	Iteration 27Q: 3 clusters Score -770988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -770991.500000 Penalty: 2888.845947
	Iteration 28Q: 3 clusters Score -770991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -770993.562500 Penalty: 2888.845947
	Iteration 29Q: 3 clusters Score -770993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -770995.750000 Penalty: 2888.845947
	Iteration 30Q: 3 clusters Score -770995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -770995.875000 Penalty: 2888.845947
	Iteration 31Q: 3 clusters Score -770995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -770995.875000 Penalty: 2888.845947
	Iteration 32F: 3 clusters Score -770995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -552962.625000 Penalty: 1407.544556
	Iteration 0F: 2 clusters Score -552962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -548547.125000 Penalty: 2815.089111
	Iteration 0F: 3 clusters Score -548547.1 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -550083.437500 Penalty: 2815.089111
	Iteration 1F: 3 clusters Score -550083.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -550603.375000 Penalty: 2815.089111
	Iteration 2F: 3 clusters Score -550603.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -551079.312500 Penalty: 2815.089111
	Iteration 3F: 3 clusters Score -551079.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -551455.062500 Penalty: 2815.089111
	Iteration 4F: 3 clusters Score -551455.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -551718.312500 Penalty: 2815.089111
	Iteration 5F: 3 clusters Score -551718.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -551896.562500 Penalty: 2815.089111
	Iteration 6Q: 3 clusters Score -551896.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -552019.000000 Penalty: 2815.089111
	Iteration 7Q: 3 clusters Score -552019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -552105.312500 Penalty: 2815.089111
	Iteration 8Q: 3 clusters Score -552105.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -552174.437500 Penalty: 2815.089111
	Iteration 9Q: 3 clusters Score -552174.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -552222.375000 Penalty: 2815.089111
	Iteration 10Q: 3 clusters Score -552222.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -552274.250000 Penalty: 2815.089111
	Iteration 11Q: 3 clusters Score -552274.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -552315.062500 Penalty: 2815.089111
	Iteration 12Q: 3 clusters Score -552315.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -552342.750000 Penalty: 2815.089111
	Iteration 13Q: 3 clusters Score -552342.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -552366.875000 Penalty: 2815.089111
	Iteration 14Q: 3 clusters Score -552366.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -552385.125000 Penalty: 2815.089111
	Iteration 15Q: 3 clusters Score -552385.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -552400.812500 Penalty: 2815.089111
	Iteration 16Q: 3 clusters Score -552400.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -552421.625000 Penalty: 2815.089111
	Iteration 17Q: 3 clusters Score -552421.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -552443.000000 Penalty: 2815.089111
	Iteration 18Q: 3 clusters Score -552443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -552456.812500 Penalty: 2815.089111
	Iteration 19Q: 3 clusters Score -552456.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -552474.250000 Penalty: 2815.089111
	Iteration 20F: 3 clusters Score -552474.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -552484.125000 Penalty: 2815.089111
	Iteration 21Q: 3 clusters Score -552484.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -552493.125000 Penalty: 2815.089111
	Iteration 22Q: 3 clusters Score -552493.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -552497.562500 Penalty: 2815.089111
	Iteration 23Q: 3 clusters Score -552497.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -552503.812500 Penalty: 2815.089111
	Iteration 24Q: 3 clusters Score -552503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -552506.937500 Penalty: 2815.089111
	Iteration 25Q: 3 clusters Score -552506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -552511.062500 Penalty: 2815.089111
	Iteration 26Q: 3 clusters Score -552511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -552514.000000 Penalty: 2815.089111
	Iteration 27Q: 3 clusters Score -552514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -552516.125000 Penalty: 2815.089111
	Iteration 28Q: 3 clusters Score -552516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -552518.312500 Penalty: 2815.089111
	Iteration 29Q: 3 clusters Score -552518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -552521.562500 Penalty: 2815.089111
	Iteration 30Q: 3 clusters Score -552521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -552521.687500 Penalty: 2815.089111
	Iteration 31Q: 3 clusters Score -552521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -552523.312500 Penalty: 2815.089111
	Iteration 32Q: 3 clusters Score -552523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -552527.562500 Penalty: 2815.089111
	Iteration 33Q: 3 clusters Score -552527.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -552530.562500 Penalty: 2815.089111
	Iteration 34Q: 3 clusters Score -552530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -552532.312500 Penalty: 2815.089111
	Iteration 35Q: 3 clusters Score -552532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -552532.625000 Penalty: 2815.089111
	Iteration 36Q: 3 clusters Score -552532.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -552533.187500 Penalty: 2815.089111
	Iteration 37Q: 3 clusters Score -552533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -552534.750000 Penalty: 2815.089111
	Iteration 38Q: 3 clusters Score -552534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -552534.625000 Penalty: 2815.089111
	Iteration 39Q: 3 clusters Score -552534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -552535.375000 Penalty: 2815.089111
	Iteration 40F: 3 clusters Score -552535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -552537.562500 Penalty: 2815.089111
	Iteration 41Q: 3 clusters Score -552537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -552537.562500 Penalty: 2815.089111
	Iteration 42Q: 3 clusters Score -552537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -552537.562500 Penalty: 2815.089111
	Iteration 43F: 3 clusters Score -552537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -1227606.500000 Penalty: 1536.018799
	Iteration 0F: 2 clusters Score -1227606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1218765.875000 Penalty: 3072.037598
	Iteration 0F: 3 clusters Score -1218766 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1222136.375000 Penalty: 3072.037598
	Iteration 1F: 3 clusters Score -1222136 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1222936.250000 Penalty: 3072.037598
	Iteration 2F: 3 clusters Score -1222936 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1223786.625000 Penalty: 3072.037598
	Iteration 3F: 3 clusters Score -1223787 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1224531.875000 Penalty: 3072.037598
	Iteration 4F: 3 clusters Score -1224532 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1225129.375000 Penalty: 3072.037598
	Iteration 5F: 3 clusters Score -1225129 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1225583.500000 Penalty: 3072.037598
	Iteration 6Q: 3 clusters Score -1225584 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1225893.000000 Penalty: 3072.037598
	Iteration 7Q: 3 clusters Score -1225893 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1226120.375000 Penalty: 3072.037598
	Iteration 8Q: 3 clusters Score -1226120 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1226260.500000 Penalty: 3072.037598
	Iteration 9Q: 3 clusters Score -1226260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1226331.125000 Penalty: 3072.037598
	Iteration 10Q: 3 clusters Score -1226331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1226380.625000 Penalty: 3072.037598
	Iteration 11Q: 3 clusters Score -1226381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1226415.750000 Penalty: 3072.037598
	Iteration 12Q: 3 clusters Score -1226416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1226451.000000 Penalty: 3072.037598
	Iteration 13Q: 3 clusters Score -1226451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1226480.500000 Penalty: 3072.037598
	Iteration 14Q: 3 clusters Score -1226480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1226509.125000 Penalty: 3072.037598
	Iteration 15Q: 3 clusters Score -1226509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1226529.625000 Penalty: 3072.037598
	Iteration 16Q: 3 clusters Score -1226530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1226548.750000 Penalty: 3072.037598
	Iteration 17Q: 3 clusters Score -1226549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1226567.000000 Penalty: 3072.037598
	Iteration 18Q: 3 clusters Score -1226567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1226578.375000 Penalty: 3072.037598
	Iteration 19Q: 3 clusters Score -1226578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1226582.250000 Penalty: 3072.037598
	Iteration 20F: 3 clusters Score -1226582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1226585.875000 Penalty: 3072.037598
	Iteration 21Q: 3 clusters Score -1226586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1226591.000000 Penalty: 3072.037598
	Iteration 22Q: 3 clusters Score -1226591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1226591.250000 Penalty: 3072.037598
	Iteration 23Q: 3 clusters Score -1226591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1226590.125000 Penalty: 3072.037598
	Iteration 24Q: 3 clusters Score -1226590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1226591.000000 Penalty: 3072.037598
	Iteration 25Q: 3 clusters Score -1226591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1226592.875000 Penalty: 3072.037598
	Iteration 26Q: 3 clusters Score -1226593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1226592.625000 Penalty: 3072.037598
	Iteration 27Q: 3 clusters Score -1226593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1226592.625000 Penalty: 3072.037598
	Iteration 28F: 3 clusters Score -1226593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Entering Unmasked Estep 
Score: -1210221.625000 Penalty: 1521.706665
	Iteration 0F: 2 clusters Score -1210222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1202054.375000 Penalty: 3043.413330
	Iteration 0F: 3 clusters Score -1202054 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1204829.625000 Penalty: 3043.413330
	Iteration 1F: 3 clusters Score -1204830 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1205151.500000 Penalty: 3043.413330
	Iteration 2F: 3 clusters Score -1205152 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1205477.125000 Penalty: 3043.413330
	Iteration 3F: 3 clusters Score -1205477 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1205853.375000 Penalty: 3043.413330
	Iteration 4F: 3 clusters Score -1205853 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1206282.750000 Penalty: 3043.413330
	Iteration 5F: 3 clusters Score -1206283 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1206753.750000 Penalty: 3043.413330
	Iteration 6F: 3 clusters Score -1206754 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1207149.250000 Penalty: 3043.413330
	Iteration 7F: 3 clusters Score -1207149 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1207458.000000 Penalty: 3043.413330
	Iteration 8F: 3 clusters Score -1207458 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1207679.375000 Penalty: 3043.413330
	Iteration 9Q: 3 clusters Score -1207679 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1207851.250000 Penalty: 3043.413330
	Iteration 10Q: 3 clusters Score -1207851 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1207973.500000 Penalty: 3043.413330
	Iteration 11Q: 3 clusters Score -1207974 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1208069.625000 Penalty: 3043.413330
	Iteration 12Q: 3 clusters Score -1208070 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1208137.625000 Penalty: 3043.413330
	Iteration 13Q: 3 clusters Score -1208138 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1208184.250000 Penalty: 3043.413330
	Iteration 14Q: 3 clusters Score -1208184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1208220.750000 Penalty: 3043.413330
	Iteration 15Q: 3 clusters Score -1208221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1208256.500000 Penalty: 3043.413330
	Iteration 16Q: 3 clusters Score -1208256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1208298.125000 Penalty: 3043.413330
	Iteration 17Q: 3 clusters Score -1208298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1208341.250000 Penalty: 3043.413330
	Iteration 18Q: 3 clusters Score -1208341 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1208387.125000 Penalty: 3043.413330
	Iteration 19Q: 3 clusters Score -1208387 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1208429.250000 Penalty: 3043.413330
	Iteration 20F: 3 clusters Score -1208429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1208471.875000 Penalty: 3043.413330
	Iteration 21Q: 3 clusters Score -1208472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1208509.875000 Penalty: 3043.413330
	Iteration 22Q: 3 clusters Score -1208510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1208571.750000 Penalty: 3043.413330
	Iteration 23Q: 3 clusters Score -1208572 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1208635.500000 Penalty: 3043.413330
	Iteration 24Q: 3 clusters Score -1208636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1208715.500000 Penalty: 3043.413330
	Iteration 25Q: 3 clusters Score -1208716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1208793.625000 Penalty: 3043.413330
	Iteration 26Q: 3 clusters Score -1208794 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1208875.250000 Penalty: 3043.413330
	Iteration 27Q: 3 clusters Score -1208875 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1208953.250000 Penalty: 3043.413330
	Iteration 28Q: 3 clusters Score -1208953 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1209015.875000 Penalty: 3043.413330
	Iteration 29Q: 3 clusters Score -1209016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1209076.250000 Penalty: 3043.413330
	Iteration 30Q: 3 clusters Score -1209076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1209121.625000 Penalty: 3043.413330
	Iteration 31Q: 3 clusters Score -1209122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1209157.250000 Penalty: 3043.413330
	Iteration 32Q: 3 clusters Score -1209157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1209180.625000 Penalty: 3043.413330
	Iteration 33Q: 3 clusters Score -1209181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1209201.750000 Penalty: 3043.413330
	Iteration 34Q: 3 clusters Score -1209202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1209222.500000 Penalty: 3043.413330
	Iteration 35Q: 3 clusters Score -1209222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1209243.500000 Penalty: 3043.413330
	Iteration 36Q: 3 clusters Score -1209244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1209256.750000 Penalty: 3043.413330
	Iteration 37Q: 3 clusters Score -1209257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1209271.250000 Penalty: 3043.413330
	Iteration 38Q: 3 clusters Score -1209271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1209286.375000 Penalty: 3043.413330
	Iteration 39Q: 3 clusters Score -1209286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1209294.125000 Penalty: 3043.413330
	Iteration 40F: 3 clusters Score -1209294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1209307.000000 Penalty: 3043.413330
	Iteration 41Q: 3 clusters Score -1209307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1209310.500000 Penalty: 3043.413330
	Iteration 42Q: 3 clusters Score -1209310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1209315.000000 Penalty: 3043.413330
	Iteration 43Q: 3 clusters Score -1209315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1209320.000000 Penalty: 3043.413330
	Iteration 44Q: 3 clusters Score -1209320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1209323.500000 Penalty: 3043.413330
	Iteration 45Q: 3 clusters Score -1209324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1209326.500000 Penalty: 3043.413330
	Iteration 46Q: 3 clusters Score -1209326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1209330.000000 Penalty: 3043.413330
	Iteration 47Q: 3 clusters Score -1209330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1209330.625000 Penalty: 3043.413330
	Iteration 48Q: 3 clusters Score -1209331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1209334.500000 Penalty: 3043.413330
	Iteration 49Q: 3 clusters Score -1209334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1209342.625000 Penalty: 3043.413330
	Iteration 50Q: 3 clusters Score -1209343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1209346.875000 Penalty: 3043.413330
	Iteration 51Q: 3 clusters Score -1209347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1209346.875000 Penalty: 3043.413330
	Iteration 52Q: 3 clusters Score -1209347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1209353.000000 Penalty: 3043.413330
	Iteration 53Q: 3 clusters Score -1209353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1209364.875000 Penalty: 3043.413330
	Iteration 54Q: 3 clusters Score -1209365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1209370.625000 Penalty: 3043.413330
	Iteration 55Q: 3 clusters Score -1209371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1209379.250000 Penalty: 3043.413330
	Iteration 56Q: 3 clusters Score -1209379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1209387.500000 Penalty: 3043.413330
	Iteration 57Q: 3 clusters Score -1209388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1209388.750000 Penalty: 3043.413330
	Iteration 58Q: 3 clusters Score -1209389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1209399.125000 Penalty: 3043.413330
	Iteration 59Q: 3 clusters Score -1209399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1209410.000000 Penalty: 3043.413330
	Iteration 60F: 3 clusters Score -1209410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1209412.250000 Penalty: 3043.413330
	Iteration 61Q: 3 clusters Score -1209412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1209423.375000 Penalty: 3043.413330
	Iteration 62Q: 3 clusters Score -1209423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1209431.125000 Penalty: 3043.413330
	Iteration 63Q: 3 clusters Score -1209431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1209432.875000 Penalty: 3043.413330
	Iteration 64Q: 3 clusters Score -1209433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1209435.125000 Penalty: 3043.413330
	Iteration 65Q: 3 clusters Score -1209435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1209436.875000 Penalty: 3043.413330
	Iteration 66Q: 3 clusters Score -1209437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1209440.000000 Penalty: 3043.413330
	Iteration 67Q: 3 clusters Score -1209440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1209441.375000 Penalty: 3043.413330
	Iteration 68Q: 3 clusters Score -1209441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1209440.625000 Penalty: 3043.413330
	Iteration 69Q: 3 clusters Score -1209441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1209440.000000 Penalty: 3043.413330
	Iteration 70Q: 3 clusters Score -1209440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1209440.750000 Penalty: 3043.413330
	Iteration 71Q: 3 clusters Score -1209441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1209441.250000 Penalty: 3043.413330
	Iteration 72Q: 3 clusters Score -1209441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1209442.500000 Penalty: 3043.413330
	Iteration 73Q: 3 clusters Score -1209442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1209445.375000 Penalty: 3043.413330
	Iteration 74Q: 3 clusters Score -1209445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1209446.500000 Penalty: 3043.413330
	Iteration 75Q: 3 clusters Score -1209446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1209443.375000 Penalty: 3043.413330
	Iteration 76Q: 3 clusters Score -1209443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1209444.750000 Penalty: 3043.413330
	Iteration 77Q: 3 clusters Score -1209445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1209444.625000 Penalty: 3043.413330
	Iteration 78Q: 3 clusters Score -1209445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1209446.125000 Penalty: 3043.413330
	Iteration 79Q: 3 clusters Score -1209446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1209446.250000 Penalty: 3043.413330
	Iteration 80F: 3 clusters Score -1209446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1209447.250000 Penalty: 3043.413330
	Iteration 81Q: 3 clusters Score -1209447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1209448.625000 Penalty: 3043.413330
	Iteration 82Q: 3 clusters Score -1209449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1209449.125000 Penalty: 3043.413330
	Iteration 83Q: 3 clusters Score -1209449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1209449.375000 Penalty: 3043.413330
	Iteration 84Q: 3 clusters Score -1209449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1209449.625000 Penalty: 3043.413330
	Iteration 85Q: 3 clusters Score -1209450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1209449.000000 Penalty: 3043.413330
	Iteration 86Q: 3 clusters Score -1209449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1209448.750000 Penalty: 3043.413330
	Iteration 87Q: 3 clusters Score -1209449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1209447.875000 Penalty: 3043.413330
	Iteration 88Q: 3 clusters Score -1209448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1209450.125000 Penalty: 3043.413330
	Iteration 89Q: 3 clusters Score -1209450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1209450.000000 Penalty: 3043.413330
	Iteration 90Q: 3 clusters Score -1209450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1209450.375000 Penalty: 3043.413330
	Iteration 91Q: 3 clusters Score -1209450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1209449.625000 Penalty: 3043.413330
	Iteration 92Q: 3 clusters Score -1209450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1209450.500000 Penalty: 3043.413330
	Iteration 93Q: 3 clusters Score -1209450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1209451.875000 Penalty: 3043.413330
	Iteration 94Q: 3 clusters Score -1209452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1209450.000000 Penalty: 3043.413330
	Iteration 95Q: 3 clusters Score -1209450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1209452.125000 Penalty: 3043.413330
	Iteration 96Q: 3 clusters Score -1209452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1209452.125000 Penalty: 3043.413330
	Iteration 97F: 3 clusters Score -1209452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -793404.750000 Penalty: 1464.432007
	Iteration 0F: 2 clusters Score -793404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -787414.437500 Penalty: 2928.864014
	Iteration 0F: 3 clusters Score -787414.4 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -789467.000000 Penalty: 2928.864014
	Iteration 1F: 3 clusters Score -789467 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -789922.187500 Penalty: 2928.864014
	Iteration 2F: 3 clusters Score -789922.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -790449.187500 Penalty: 2928.864014
	Iteration 3F: 3 clusters Score -790449.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -791011.250000 Penalty: 2928.864014
	Iteration 4F: 3 clusters Score -791011.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -791528.812500 Penalty: 2928.864014
	Iteration 5F: 3 clusters Score -791528.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -791902.250000 Penalty: 2928.864014
	Iteration 6F: 3 clusters Score -791902.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -792167.250000 Penalty: 2928.864014
	Iteration 7Q: 3 clusters Score -792167.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -792364.687500 Penalty: 2928.864014
	Iteration 8Q: 3 clusters Score -792364.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -792483.562500 Penalty: 2928.864014
	Iteration 9Q: 3 clusters Score -792483.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -792552.562500 Penalty: 2928.864014
	Iteration 10Q: 3 clusters Score -792552.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -792595.312500 Penalty: 2928.864014
	Iteration 11Q: 3 clusters Score -792595.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -792628.937500 Penalty: 2928.864014
	Iteration 12Q: 3 clusters Score -792628.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -792654.437500 Penalty: 2928.864014
	Iteration 13Q: 3 clusters Score -792654.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -792679.562500 Penalty: 2928.864014
	Iteration 14Q: 3 clusters Score -792679.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -792695.312500 Penalty: 2928.864014
	Iteration 15Q: 3 clusters Score -792695.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -792712.125000 Penalty: 2928.864014
	Iteration 16Q: 3 clusters Score -792712.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -792727.375000 Penalty: 2928.864014
	Iteration 17Q: 3 clusters Score -792727.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -792744.750000 Penalty: 2928.864014
	Iteration 18Q: 3 clusters Score -792744.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -792763.062500 Penalty: 2928.864014
	Iteration 19Q: 3 clusters Score -792763.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -792790.687500 Penalty: 2928.864014
	Iteration 20F: 3 clusters Score -792790.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -792820.312500 Penalty: 2928.864014
	Iteration 21Q: 3 clusters Score -792820.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -792843.187500 Penalty: 2928.864014
	Iteration 22Q: 3 clusters Score -792843.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -792874.062500 Penalty: 2928.864014
	Iteration 23Q: 3 clusters Score -792874.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -792901.750000 Penalty: 2928.864014
	Iteration 24Q: 3 clusters Score -792901.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -792922.312500 Penalty: 2928.864014
	Iteration 25Q: 3 clusters Score -792922.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -792945.875000 Penalty: 2928.864014
	Iteration 26Q: 3 clusters Score -792945.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -792962.250000 Penalty: 2928.864014
	Iteration 27Q: 3 clusters Score -792962.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -792982.937500 Penalty: 2928.864014
	Iteration 28Q: 3 clusters Score -792982.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -793001.687500 Penalty: 2928.864014
	Iteration 29Q: 3 clusters Score -793001.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -793016.312500 Penalty: 2928.864014
	Iteration 30Q: 3 clusters Score -793016.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -793028.625000 Penalty: 2928.864014
	Iteration 31Q: 3 clusters Score -793028.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -793042.562500 Penalty: 2928.864014
	Iteration 32Q: 3 clusters Score -793042.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -793047.250000 Penalty: 2928.864014
	Iteration 33Q: 3 clusters Score -793047.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -793053.312500 Penalty: 2928.864014
	Iteration 34Q: 3 clusters Score -793053.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -793059.187500 Penalty: 2928.864014
	Iteration 35Q: 3 clusters Score -793059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -793059.937500 Penalty: 2928.864014
	Iteration 36Q: 3 clusters Score -793059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -793059.125000 Penalty: 2928.864014
	Iteration 37Q: 3 clusters Score -793059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -793061.875000 Penalty: 2928.864014
	Iteration 38Q: 3 clusters Score -793061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -793060.687500 Penalty: 2928.864014
	Iteration 39Q: 3 clusters Score -793060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -793063.125000 Penalty: 2928.864014
	Iteration 40F: 3 clusters Score -793063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -793063.937500 Penalty: 2928.864014
	Iteration 41Q: 3 clusters Score -793063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -793063.937500 Penalty: 2928.864014
	Iteration 42Q: 3 clusters Score -793063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -793064.000000 Penalty: 2928.864014
	Iteration 43Q: 3 clusters Score -793064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -793063.937500 Penalty: 2928.864014
	Iteration 44Q: 3 clusters Score -793063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -793064.437500 Penalty: 2928.864014
	Iteration 45Q: 3 clusters Score -793064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -793064.687500 Penalty: 2928.864014
	Iteration 46Q: 3 clusters Score -793064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -793066.500000 Penalty: 2928.864014
	Iteration 47Q: 3 clusters Score -793066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -793067.250000 Penalty: 2928.864014
	Iteration 48Q: 3 clusters Score -793067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -793067.000000 Penalty: 2928.864014
	Iteration 49Q: 3 clusters Score -793067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -793067.625000 Penalty: 2928.864014
	Iteration 50Q: 3 clusters Score -793067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -793068.187500 Penalty: 2928.864014
	Iteration 51Q: 3 clusters Score -793068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -793070.375000 Penalty: 2928.864014
	Iteration 52Q: 3 clusters Score -793070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -793071.312500 Penalty: 2928.864014
	Iteration 53Q: 3 clusters Score -793071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -793074.062500 Penalty: 2928.864014
	Iteration 54Q: 3 clusters Score -793074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -793074.312500 Penalty: 2928.864014
	Iteration 55Q: 3 clusters Score -793074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -793074.312500 Penalty: 2928.864014
	Iteration 56F: 3 clusters Score -793074.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Entering Unmasked Estep 
Score: -1455772.875000 Penalty: 1553.982178
	Iteration 0F: 2 clusters Score -1455773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1445918.000000 Penalty: 3107.964355
	Iteration 0F: 3 clusters Score -1445918 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1449389.750000 Penalty: 3107.964355
	Iteration 1F: 3 clusters Score -1449390 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1449779.000000 Penalty: 3107.964355
	Iteration 2F: 3 clusters Score -1449779 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1450147.875000 Penalty: 3107.964355
	Iteration 3F: 3 clusters Score -1450148 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1450556.500000 Penalty: 3107.964355
	Iteration 4F: 3 clusters Score -1450556 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1451059.250000 Penalty: 3107.964355
	Iteration 5F: 3 clusters Score -1451059 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1451636.750000 Penalty: 3107.964355
	Iteration 6F: 3 clusters Score -1451637 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1452261.000000 Penalty: 3107.964355
	Iteration 7F: 3 clusters Score -1452261 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1452899.375000 Penalty: 3107.964355
	Iteration 8F: 3 clusters Score -1452899 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1453421.000000 Penalty: 3107.964355
	Iteration 9Q: 3 clusters Score -1453421 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1453881.125000 Penalty: 3107.964355
	Iteration 10Q: 3 clusters Score -1453881 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1454206.000000 Penalty: 3107.964355
	Iteration 11Q: 3 clusters Score -1454206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1454447.125000 Penalty: 3107.964355
	Iteration 12Q: 3 clusters Score -1454447 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1454608.375000 Penalty: 3107.964355
	Iteration 13Q: 3 clusters Score -1454608 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1454691.750000 Penalty: 3107.964355
	Iteration 14Q: 3 clusters Score -1454692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1454728.000000 Penalty: 3107.964355
	Iteration 15Q: 3 clusters Score -1454728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1454752.250000 Penalty: 3107.964355
	Iteration 16Q: 3 clusters Score -1454752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1454758.875000 Penalty: 3107.964355
	Iteration 17Q: 3 clusters Score -1454759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1454765.375000 Penalty: 3107.964355
	Iteration 18Q: 3 clusters Score -1454765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1454770.625000 Penalty: 3107.964355
	Iteration 19Q: 3 clusters Score -1454771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1454782.750000 Penalty: 3107.964355
	Iteration 20F: 3 clusters Score -1454783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1454788.375000 Penalty: 3107.964355
	Iteration 21Q: 3 clusters Score -1454788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1454793.375000 Penalty: 3107.964355
	Iteration 22Q: 3 clusters Score -1454793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1454793.875000 Penalty: 3107.964355
	Iteration 23Q: 3 clusters Score -1454794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1454804.000000 Penalty: 3107.964355
	Iteration 24Q: 3 clusters Score -1454804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1454803.000000 Penalty: 3107.964355
	Iteration 25Q: 3 clusters Score -1454803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1454799.875000 Penalty: 3107.964355
	Iteration 26Q: 3 clusters Score -1454800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1454804.125000 Penalty: 3107.964355
	Iteration 27Q: 3 clusters Score -1454804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1454808.500000 Penalty: 3107.964355
	Iteration 28Q: 3 clusters Score -1454808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1454810.500000 Penalty: 3107.964355
	Iteration 29Q: 3 clusters Score -1454810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1454811.625000 Penalty: 3107.964355
	Iteration 30Q: 3 clusters Score -1454812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1454811.250000 Penalty: 3107.964355
	Iteration 31Q: 3 clusters Score -1454811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1454811.375000 Penalty: 3107.964355
	Iteration 32Q: 3 clusters Score -1454811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1454813.750000 Penalty: 3107.964355
	Iteration 33Q: 3 clusters Score -1454814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1454813.875000 Penalty: 3107.964355
	Iteration 34Q: 3 clusters Score -1454814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1454815.750000 Penalty: 3107.964355
	Iteration 35Q: 3 clusters Score -1454816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1454818.625000 Penalty: 3107.964355
	Iteration 36Q: 3 clusters Score -1454819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1454818.500000 Penalty: 3107.964355
	Iteration 37Q: 3 clusters Score -1454818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1454819.375000 Penalty: 3107.964355
	Iteration 38Q: 3 clusters Score -1454819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1454819.625000 Penalty: 3107.964355
	Iteration 39Q: 3 clusters Score -1454820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1454820.250000 Penalty: 3107.964355
	Iteration 40F: 3 clusters Score -1454820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1454818.375000 Penalty: 3107.964355
	Iteration 41Q: 3 clusters Score -1454818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1454821.500000 Penalty: 3107.964355
	Iteration 42Q: 3 clusters Score -1454822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1454822.000000 Penalty: 3107.964355
	Iteration 43Q: 3 clusters Score -1454822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1454822.500000 Penalty: 3107.964355
	Iteration 44Q: 3 clusters Score -1454822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1454823.125000 Penalty: 3107.964355
	Iteration 45Q: 3 clusters Score -1454823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1454822.500000 Penalty: 3107.964355
	Iteration 46Q: 3 clusters Score -1454822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1454822.500000 Penalty: 3107.964355
	Iteration 47F: 3 clusters Score -1454822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Entering Unmasked Estep 
Score: -8488296.000000 Penalty: 1836.606201
	Iteration 0F: 2 clusters Score -8488296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -8434122.000000 Penalty: 3673.212402
	Iteration 0F: 3 clusters Score -8434122 nChanged 38519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8457100.000000 Penalty: 3673.212402
	Iteration 1F: 3 clusters Score -8457100 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8458262.000000 Penalty: 3673.212402
	Iteration 2Q: 3 clusters Score -8458262 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8459712.000000 Penalty: 3673.212402
	Iteration 3Q: 3 clusters Score -8459712 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -8461734.000000 Penalty: 3673.212402
	Iteration 4Q: 3 clusters Score -8461734 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -8464569.000000 Penalty: 3673.212402
	Iteration 5F: 3 clusters Score -8464569 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -8468230.000000 Penalty: 3673.212402
	Iteration 6F: 3 clusters Score -8468230 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -8472340.000000 Penalty: 3673.212402
	Iteration 7F: 3 clusters Score -8472340 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -8475777.000000 Penalty: 3673.212402
	Iteration 8F: 3 clusters Score -8475777 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -8478242.000000 Penalty: 3673.212402
	Iteration 9Q: 3 clusters Score -8478242 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -8480096.000000 Penalty: 3673.212402
	Iteration 10Q: 3 clusters Score -8480096 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -8481514.000000 Penalty: 3673.212402
	Iteration 11Q: 3 clusters Score -8481514 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -8482813.000000 Penalty: 3673.212402
	Iteration 12Q: 3 clusters Score -8482813 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -8483943.000000 Penalty: 3673.212402
	Iteration 13Q: 3 clusters Score -8483943 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -8484922.000000 Penalty: 3673.212402
	Iteration 14Q: 3 clusters Score -8484922 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -8485671.000000 Penalty: 3673.212402
	Iteration 15Q: 3 clusters Score -8485671 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -8486177.000000 Penalty: 3673.212402
	Iteration 16Q: 3 clusters Score -8486177 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -8486548.000000 Penalty: 3673.212402
	Iteration 17Q: 3 clusters Score -8486548 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -8486795.000000 Penalty: 3673.212402
	Iteration 18Q: 3 clusters Score -8486795 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -8486952.000000 Penalty: 3673.212402
	Iteration 19Q: 3 clusters Score -8486952 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -8487050.000000 Penalty: 3673.212402
	Iteration 20F: 3 clusters Score -8487050 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -8487095.000000 Penalty: 3673.212402
	Iteration 21Q: 3 clusters Score -8487095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -8487121.000000 Penalty: 3673.212402
	Iteration 22Q: 3 clusters Score -8487121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -8487146.000000 Penalty: 3673.212402
	Iteration 23Q: 3 clusters Score -8487146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -8487163.000000 Penalty: 3673.212402
	Iteration 24Q: 3 clusters Score -8487163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -8487167.000000 Penalty: 3673.212402
	Iteration 25Q: 3 clusters Score -8487167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -8487174.000000 Penalty: 3673.212402
	Iteration 26Q: 3 clusters Score -8487174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -8487179.000000 Penalty: 3673.212402
	Iteration 27Q: 3 clusters Score -8487179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8487181.000000 Penalty: 3673.212402
	Iteration 28Q: 3 clusters Score -8487181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -8487185.000000 Penalty: 3673.212402
	Iteration 29Q: 3 clusters Score -8487185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -8487173.000000 Penalty: 3673.212402
	Iteration 30Q: 3 clusters Score -8487173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -8487171.000000 Penalty: 3673.212402
	Iteration 31Q: 3 clusters Score -8487171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -8487163.000000 Penalty: 3673.212402
	Iteration 32Q: 3 clusters Score -8487163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -8487166.000000 Penalty: 3673.212402
	Iteration 33Q: 3 clusters Score -8487166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -8487171.000000 Penalty: 3673.212402
	Iteration 34Q: 3 clusters Score -8487171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 79785 members 
Entering Unmasked Estep 
Score: -8487173.000000 Penalty: 3673.212402
	Iteration 35Q: 3 clusters Score -8487173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -8487175.000000 Penalty: 3673.212402
	Iteration 36Q: 3 clusters Score -8487175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -8487177.000000 Penalty: 3673.212402
	Iteration 37Q: 3 clusters Score -8487177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -8487179.000000 Penalty: 3673.212402
	Iteration 38Q: 3 clusters Score -8487179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -8487176.000000 Penalty: 3673.212402
	Iteration 39Q: 3 clusters Score -8487176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -8487182.000000 Penalty: 3673.212402
	Iteration 40F: 3 clusters Score -8487182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -8487186.000000 Penalty: 3673.212402
	Iteration 41Q: 3 clusters Score -8487186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -8487195.000000 Penalty: 3673.212402
	Iteration 42Q: 3 clusters Score -8487195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -8487202.000000 Penalty: 3673.212402
	Iteration 43Q: 3 clusters Score -8487202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -8487205.000000 Penalty: 3673.212402
	Iteration 44Q: 3 clusters Score -8487205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -8487212.000000 Penalty: 3673.212402
	Iteration 45Q: 3 clusters Score -8487212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -8487217.000000 Penalty: 3673.212402
	Iteration 46Q: 3 clusters Score -8487217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -8487218.000000 Penalty: 3673.212402
	Iteration 47Q: 3 clusters Score -8487218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -8487221.000000 Penalty: 3673.212402
	Iteration 48Q: 3 clusters Score -8487221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -8487209.000000 Penalty: 3673.212402
	Iteration 49Q: 3 clusters Score -8487209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -8487209.000000 Penalty: 3673.212402
	Iteration 50Q: 3 clusters Score -8487209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -8487221.000000 Penalty: 3673.212402
	Iteration 51Q: 3 clusters Score -8487221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -8487221.000000 Penalty: 3673.212402
	Iteration 52F: 3 clusters Score -8487221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Entering Unmasked Estep 
Score: -565648.312500 Penalty: 1414.157837
	Iteration 0F: 2 clusters Score -565648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -561058.562500 Penalty: 2828.315674
	Iteration 0F: 3 clusters Score -561058.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -562884.375000 Penalty: 2828.315674
	Iteration 1F: 3 clusters Score -562884.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -563749.687500 Penalty: 2828.315674
	Iteration 2F: 3 clusters Score -563749.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -564438.437500 Penalty: 2828.315674
	Iteration 3F: 3 clusters Score -564438.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -564890.250000 Penalty: 2828.315674
	Iteration 4F: 3 clusters Score -564890.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -565141.500000 Penalty: 2828.315674
	Iteration 5F: 3 clusters Score -565141.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -565249.687500 Penalty: 2828.315674
	Iteration 6Q: 3 clusters Score -565249.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -565285.875000 Penalty: 2828.315674
	Iteration 7Q: 3 clusters Score -565285.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -565302.687500 Penalty: 2828.315674
	Iteration 8Q: 3 clusters Score -565302.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -565309.687500 Penalty: 2828.315674
	Iteration 9Q: 3 clusters Score -565309.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -565316.125000 Penalty: 2828.315674
	Iteration 10Q: 3 clusters Score -565316.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -565320.375000 Penalty: 2828.315674
	Iteration 11Q: 3 clusters Score -565320.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -565321.875000 Penalty: 2828.315674
	Iteration 12Q: 3 clusters Score -565321.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -565324.875000 Penalty: 2828.315674
	Iteration 13Q: 3 clusters Score -565324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -565326.250000 Penalty: 2828.315674
	Iteration 14Q: 3 clusters Score -565326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -565326.937500 Penalty: 2828.315674
	Iteration 15Q: 3 clusters Score -565326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -565326.125000 Penalty: 2828.315674
	Iteration 16Q: 3 clusters Score -565326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -565327.562500 Penalty: 2828.315674
	Iteration 17Q: 3 clusters Score -565327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -565327.000000 Penalty: 2828.315674
	Iteration 18Q: 3 clusters Score -565327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -565327.250000 Penalty: 2828.315674
	Iteration 19Q: 3 clusters Score -565327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -565327.937500 Penalty: 2828.315674
	Iteration 20F: 3 clusters Score -565327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -565329.250000 Penalty: 2828.315674
	Iteration 21Q: 3 clusters Score -565329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -565328.875000 Penalty: 2828.315674
	Iteration 22Q: 3 clusters Score -565328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -565328.750000 Penalty: 2828.315674
	Iteration 23Q: 3 clusters Score -565328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -565330.187500 Penalty: 2828.315674
	Iteration 24Q: 3 clusters Score -565330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -565330.187500 Penalty: 2828.315674
	Iteration 25F: 3 clusters Score -565330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Entering Unmasked Estep 
Score: -7384685.500000 Penalty: 1813.982666
	Iteration 0F: 2 clusters Score -7384686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -7337577.000000 Penalty: 3627.965332
	Iteration 0F: 3 clusters Score -7337577 nChanged 33433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -7357122.500000 Penalty: 3627.965332
	Iteration 1F: 3 clusters Score -7357122 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -7358231.500000 Penalty: 3627.965332
	Iteration 2Q: 3 clusters Score -7358232 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -7359572.000000 Penalty: 3627.965332
	Iteration 3Q: 3 clusters Score -7359572 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -7361121.000000 Penalty: 3627.965332
	Iteration 4F: 3 clusters Score -7361121 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7362547.000000 Penalty: 3627.965332
	Iteration 5F: 3 clusters Score -7362547 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7363851.500000 Penalty: 3627.965332
	Iteration 6Q: 3 clusters Score -7363852 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -7364850.000000 Penalty: 3627.965332
	Iteration 7Q: 3 clusters Score -7364850 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7365575.000000 Penalty: 3627.965332
	Iteration 8Q: 3 clusters Score -7365575 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -7366163.500000 Penalty: 3627.965332
	Iteration 9Q: 3 clusters Score -7366164 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -7366621.000000 Penalty: 3627.965332
	Iteration 10Q: 3 clusters Score -7366621 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -7367008.000000 Penalty: 3627.965332
	Iteration 11Q: 3 clusters Score -7367008 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -7367452.000000 Penalty: 3627.965332
	Iteration 12Q: 3 clusters Score -7367452 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -7368008.500000 Penalty: 3627.965332
	Iteration 13Q: 3 clusters Score -7368008 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -7368674.000000 Penalty: 3627.965332
	Iteration 14Q: 3 clusters Score -7368674 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -7369536.000000 Penalty: 3627.965332
	Iteration 15Q: 3 clusters Score -7369536 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -7370785.000000 Penalty: 3627.965332
	Iteration 16Q: 3 clusters Score -7370785 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -7372288.000000 Penalty: 3627.965332
	Iteration 17Q: 3 clusters Score -7372288 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -7373867.500000 Penalty: 3627.965332
	Iteration 18Q: 3 clusters Score -7373868 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -7375363.500000 Penalty: 3627.965332
	Iteration 19Q: 3 clusters Score -7375364 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7376469.000000 Penalty: 3627.965332
	Iteration 20F: 3 clusters Score -7376469 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -7377255.000000 Penalty: 3627.965332
	Iteration 21Q: 3 clusters Score -7377255 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -7377930.000000 Penalty: 3627.965332
	Iteration 22Q: 3 clusters Score -7377930 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -7378520.000000 Penalty: 3627.965332
	Iteration 23Q: 3 clusters Score -7378520 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -7379083.500000 Penalty: 3627.965332
	Iteration 24Q: 3 clusters Score -7379084 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -7379653.500000 Penalty: 3627.965332
	Iteration 25Q: 3 clusters Score -7379654 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -7380207.000000 Penalty: 3627.965332
	Iteration 26Q: 3 clusters Score -7380207 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -7380697.000000 Penalty: 3627.965332
	Iteration 27Q: 3 clusters Score -7380697 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7381141.000000 Penalty: 3627.965332
	Iteration 28Q: 3 clusters Score -7381141 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7381565.500000 Penalty: 3627.965332
	Iteration 29Q: 3 clusters Score -7381566 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7381914.000000 Penalty: 3627.965332
	Iteration 30Q: 3 clusters Score -7381914 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7382253.000000 Penalty: 3627.965332
	Iteration 31Q: 3 clusters Score -7382253 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7382503.500000 Penalty: 3627.965332
	Iteration 32Q: 3 clusters Score -7382504 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7382693.000000 Penalty: 3627.965332
	Iteration 33Q: 3 clusters Score -7382693 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7382826.500000 Penalty: 3627.965332
	Iteration 34Q: 3 clusters Score -7382826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7382913.500000 Penalty: 3627.965332
	Iteration 35Q: 3 clusters Score -7382914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7383032.500000 Penalty: 3627.965332
	Iteration 36Q: 3 clusters Score -7383032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7383083.500000 Penalty: 3627.965332
	Iteration 37Q: 3 clusters Score -7383084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7383119.500000 Penalty: 3627.965332
	Iteration 38Q: 3 clusters Score -7383120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7383137.000000 Penalty: 3627.965332
	Iteration 39Q: 3 clusters Score -7383137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7383136.000000 Penalty: 3627.965332
	Iteration 40F: 3 clusters Score -7383136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7383152.000000 Penalty: 3627.965332
	Iteration 41Q: 3 clusters Score -7383152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7383162.000000 Penalty: 3627.965332
	Iteration 42Q: 3 clusters Score -7383162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7383173.500000 Penalty: 3627.965332
	Iteration 43Q: 3 clusters Score -7383174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7383186.500000 Penalty: 3627.965332
	Iteration 44Q: 3 clusters Score -7383186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7383187.500000 Penalty: 3627.965332
	Iteration 45Q: 3 clusters Score -7383188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7383198.500000 Penalty: 3627.965332
	Iteration 46Q: 3 clusters Score -7383198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7383193.500000 Penalty: 3627.965332
	Iteration 47Q: 3 clusters Score -7383194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7383196.000000 Penalty: 3627.965332
	Iteration 48Q: 3 clusters Score -7383196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7383194.500000 Penalty: 3627.965332
	Iteration 49Q: 3 clusters Score -7383194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7383193.500000 Penalty: 3627.965332
	Iteration 50Q: 3 clusters Score -7383194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7383202.000000 Penalty: 3627.965332
	Iteration 51Q: 3 clusters Score -7383202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7383199.500000 Penalty: 3627.965332
	Iteration 52Q: 3 clusters Score -7383200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7383198.500000 Penalty: 3627.965332
	Iteration 53Q: 3 clusters Score -7383198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7383198.500000 Penalty: 3627.965332
	Iteration 54Q: 3 clusters Score -7383198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7383198.000000 Penalty: 3627.965332
	Iteration 55Q: 3 clusters Score -7383198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7383199.500000 Penalty: 3627.965332
	Iteration 56Q: 3 clusters Score -7383200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7383203.500000 Penalty: 3627.965332
	Iteration 57Q: 3 clusters Score -7383204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7383199.500000 Penalty: 3627.965332
	Iteration 58Q: 3 clusters Score -7383200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7383199.500000 Penalty: 3627.965332
	Iteration 59F: 3 clusters Score -7383200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Entering Unmasked Estep 
Score: -2852343.250000 Penalty: 1660.740112
	Iteration 0F: 2 clusters Score -2852343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2833651.500000 Penalty: 3321.480225
	Iteration 0F: 3 clusters Score -2833652 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2840804.750000 Penalty: 3321.480225
	Iteration 1F: 3 clusters Score -2840805 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2841469.000000 Penalty: 3321.480225
	Iteration 2F: 3 clusters Score -2841469 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2842297.750000 Penalty: 3321.480225
	Iteration 3F: 3 clusters Score -2842298 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2843386.750000 Penalty: 3321.480225
	Iteration 4F: 3 clusters Score -2843387 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2844535.500000 Penalty: 3321.480225
	Iteration 5F: 3 clusters Score -2844536 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2845739.750000 Penalty: 3321.480225
	Iteration 6F: 3 clusters Score -2845740 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2846989.500000 Penalty: 3321.480225
	Iteration 7F: 3 clusters Score -2846990 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2848073.500000 Penalty: 3321.480225
	Iteration 8F: 3 clusters Score -2848074 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2848785.500000 Penalty: 3321.480225
	Iteration 9Q: 3 clusters Score -2848786 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2849156.250000 Penalty: 3321.480225
	Iteration 10Q: 3 clusters Score -2849156 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2849385.000000 Penalty: 3321.480225
	Iteration 11Q: 3 clusters Score -2849385 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2849543.750000 Penalty: 3321.480225
	Iteration 12Q: 3 clusters Score -2849544 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2849648.750000 Penalty: 3321.480225
	Iteration 13Q: 3 clusters Score -2849649 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2849758.000000 Penalty: 3321.480225
	Iteration 14Q: 3 clusters Score -2849758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2849843.250000 Penalty: 3321.480225
	Iteration 15Q: 3 clusters Score -2849843 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2849915.000000 Penalty: 3321.480225
	Iteration 16Q: 3 clusters Score -2849915 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2849959.000000 Penalty: 3321.480225
	Iteration 17Q: 3 clusters Score -2849959 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2850002.250000 Penalty: 3321.480225
	Iteration 18Q: 3 clusters Score -2850002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2850040.250000 Penalty: 3321.480225
	Iteration 19Q: 3 clusters Score -2850040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2850075.000000 Penalty: 3321.480225
	Iteration 20F: 3 clusters Score -2850075 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2850099.500000 Penalty: 3321.480225
	Iteration 21Q: 3 clusters Score -2850100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2850124.750000 Penalty: 3321.480225
	Iteration 22Q: 3 clusters Score -2850125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2850148.000000 Penalty: 3321.480225
	Iteration 23Q: 3 clusters Score -2850148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2850176.250000 Penalty: 3321.480225
	Iteration 24Q: 3 clusters Score -2850176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2850198.500000 Penalty: 3321.480225
	Iteration 25Q: 3 clusters Score -2850198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2850205.750000 Penalty: 3321.480225
	Iteration 26Q: 3 clusters Score -2850206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2850217.000000 Penalty: 3321.480225
	Iteration 27Q: 3 clusters Score -2850217 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2850224.250000 Penalty: 3321.480225
	Iteration 28Q: 3 clusters Score -2850224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2850237.500000 Penalty: 3321.480225
	Iteration 29Q: 3 clusters Score -2850238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2850256.500000 Penalty: 3321.480225
	Iteration 30Q: 3 clusters Score -2850256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2850256.750000 Penalty: 3321.480225
	Iteration 31Q: 3 clusters Score -2850257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2850267.500000 Penalty: 3321.480225
	Iteration 32Q: 3 clusters Score -2850268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2850273.500000 Penalty: 3321.480225
	Iteration 33Q: 3 clusters Score -2850274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2850271.750000 Penalty: 3321.480225
	Iteration 34Q: 3 clusters Score -2850272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2850280.000000 Penalty: 3321.480225
	Iteration 35Q: 3 clusters Score -2850280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2850287.750000 Penalty: 3321.480225
	Iteration 36Q: 3 clusters Score -2850288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2850300.000000 Penalty: 3321.480225
	Iteration 37Q: 3 clusters Score -2850300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2850300.000000 Penalty: 3321.480225
	Iteration 38Q: 3 clusters Score -2850300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2850303.000000 Penalty: 3321.480225
	Iteration 39Q: 3 clusters Score -2850303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2850306.000000 Penalty: 3321.480225
	Iteration 40F: 3 clusters Score -2850306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2850303.500000 Penalty: 3321.480225
	Iteration 41Q: 3 clusters Score -2850304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2850303.000000 Penalty: 3321.480225
	Iteration 42Q: 3 clusters Score -2850303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2850304.500000 Penalty: 3321.480225
	Iteration 43Q: 3 clusters Score -2850304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2850314.250000 Penalty: 3321.480225
	Iteration 44Q: 3 clusters Score -2850314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2850313.250000 Penalty: 3321.480225
	Iteration 45Q: 3 clusters Score -2850313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2850317.750000 Penalty: 3321.480225
	Iteration 46Q: 3 clusters Score -2850318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2850315.500000 Penalty: 3321.480225
	Iteration 47Q: 3 clusters Score -2850316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2850319.500000 Penalty: 3321.480225
	Iteration 48Q: 3 clusters Score -2850320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2850315.750000 Penalty: 3321.480225
	Iteration 49Q: 3 clusters Score -2850316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2850331.000000 Penalty: 3321.480225
	Iteration 50Q: 3 clusters Score -2850331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2850327.500000 Penalty: 3321.480225
	Iteration 51Q: 3 clusters Score -2850328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2850332.750000 Penalty: 3321.480225
	Iteration 52Q: 3 clusters Score -2850333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2850335.500000 Penalty: 3321.480225
	Iteration 53Q: 3 clusters Score -2850336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2850334.750000 Penalty: 3321.480225
	Iteration 54Q: 3 clusters Score -2850335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2850357.250000 Penalty: 3321.480225
	Iteration 55Q: 3 clusters Score -2850357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2850352.750000 Penalty: 3321.480225
	Iteration 56Q: 3 clusters Score -2850353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2850364.500000 Penalty: 3321.480225
	Iteration 57Q: 3 clusters Score -2850364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2850368.750000 Penalty: 3321.480225
	Iteration 58Q: 3 clusters Score -2850369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2850377.000000 Penalty: 3321.480225
	Iteration 59Q: 3 clusters Score -2850377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2850387.500000 Penalty: 3321.480225
	Iteration 60F: 3 clusters Score -2850388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2850388.000000 Penalty: 3321.480225
	Iteration 61Q: 3 clusters Score -2850388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2850403.250000 Penalty: 3321.480225
	Iteration 62Q: 3 clusters Score -2850403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2850409.500000 Penalty: 3321.480225
	Iteration 63Q: 3 clusters Score -2850410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2850406.250000 Penalty: 3321.480225
	Iteration 64Q: 3 clusters Score -2850406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2850411.500000 Penalty: 3321.480225
	Iteration 65Q: 3 clusters Score -2850412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2850419.250000 Penalty: 3321.480225
	Iteration 66Q: 3 clusters Score -2850419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2850423.250000 Penalty: 3321.480225
	Iteration 67Q: 3 clusters Score -2850423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2850427.250000 Penalty: 3321.480225
	Iteration 68Q: 3 clusters Score -2850427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2850434.500000 Penalty: 3321.480225
	Iteration 69Q: 3 clusters Score -2850434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2850444.500000 Penalty: 3321.480225
	Iteration 70Q: 3 clusters Score -2850444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2850461.000000 Penalty: 3321.480225
	Iteration 71Q: 3 clusters Score -2850461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2850496.000000 Penalty: 3321.480225
	Iteration 72Q: 3 clusters Score -2850496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2850515.750000 Penalty: 3321.480225
	Iteration 73Q: 3 clusters Score -2850516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2850521.750000 Penalty: 3321.480225
	Iteration 74Q: 3 clusters Score -2850522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2850545.250000 Penalty: 3321.480225
	Iteration 75Q: 3 clusters Score -2850545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2850576.500000 Penalty: 3321.480225
	Iteration 76Q: 3 clusters Score -2850576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2850602.500000 Penalty: 3321.480225
	Iteration 77Q: 3 clusters Score -2850602 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2850641.250000 Penalty: 3321.480225
	Iteration 78Q: 3 clusters Score -2850641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2850670.750000 Penalty: 3321.480225
	Iteration 79Q: 3 clusters Score -2850671 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2850705.250000 Penalty: 3321.480225
	Iteration 80F: 3 clusters Score -2850705 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2850723.750000 Penalty: 3321.480225
	Iteration 81Q: 3 clusters Score -2850724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2850744.250000 Penalty: 3321.480225
	Iteration 82Q: 3 clusters Score -2850744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2850775.000000 Penalty: 3321.480225
	Iteration 83Q: 3 clusters Score -2850775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2850781.500000 Penalty: 3321.480225
	Iteration 84Q: 3 clusters Score -2850782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2850805.750000 Penalty: 3321.480225
	Iteration 85Q: 3 clusters Score -2850806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2850843.500000 Penalty: 3321.480225
	Iteration 86Q: 3 clusters Score -2850844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2850870.500000 Penalty: 3321.480225
	Iteration 87Q: 3 clusters Score -2850870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2850886.500000 Penalty: 3321.480225
	Iteration 88Q: 3 clusters Score -2850886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2850906.750000 Penalty: 3321.480225
	Iteration 89Q: 3 clusters Score -2850907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2850922.500000 Penalty: 3321.480225
	Iteration 90Q: 3 clusters Score -2850922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2850924.000000 Penalty: 3321.480225
	Iteration 91Q: 3 clusters Score -2850924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2850940.250000 Penalty: 3321.480225
	Iteration 92Q: 3 clusters Score -2850940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2850960.000000 Penalty: 3321.480225
	Iteration 93Q: 3 clusters Score -2850960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2850972.250000 Penalty: 3321.480225
	Iteration 94Q: 3 clusters Score -2850972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2850992.750000 Penalty: 3321.480225
	Iteration 95Q: 3 clusters Score -2850993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2851018.750000 Penalty: 3321.480225
	Iteration 96Q: 3 clusters Score -2851019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2851069.250000 Penalty: 3321.480225
	Iteration 97Q: 3 clusters Score -2851069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2851098.250000 Penalty: 3321.480225
	Iteration 98Q: 3 clusters Score -2851098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2851122.500000 Penalty: 3321.480225
	Iteration 99Q: 3 clusters Score -2851122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2851152.000000 Penalty: 3321.480225
	Iteration 100F: 3 clusters Score -2851152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2851172.000000 Penalty: 3321.480225
	Iteration 101Q: 3 clusters Score -2851172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2851212.000000 Penalty: 3321.480225
	Iteration 102Q: 3 clusters Score -2851212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2851249.250000 Penalty: 3321.480225
	Iteration 103Q: 3 clusters Score -2851249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2851284.250000 Penalty: 3321.480225
	Iteration 104Q: 3 clusters Score -2851284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2851308.250000 Penalty: 3321.480225
	Iteration 105Q: 3 clusters Score -2851308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2851331.250000 Penalty: 3321.480225
	Iteration 106Q: 3 clusters Score -2851331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2851349.250000 Penalty: 3321.480225
	Iteration 107Q: 3 clusters Score -2851349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2851367.250000 Penalty: 3321.480225
	Iteration 108Q: 3 clusters Score -2851367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2851384.500000 Penalty: 3321.480225
	Iteration 109Q: 3 clusters Score -2851384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2851407.500000 Penalty: 3321.480225
	Iteration 110Q: 3 clusters Score -2851408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2851424.750000 Penalty: 3321.480225
	Iteration 111Q: 3 clusters Score -2851425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2851428.750000 Penalty: 3321.480225
	Iteration 112Q: 3 clusters Score -2851429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2851430.750000 Penalty: 3321.480225
	Iteration 113Q: 3 clusters Score -2851431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2851434.250000 Penalty: 3321.480225
	Iteration 114Q: 3 clusters Score -2851434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2851442.250000 Penalty: 3321.480225
	Iteration 115Q: 3 clusters Score -2851442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2851437.750000 Penalty: 3321.480225
	Iteration 116Q: 3 clusters Score -2851438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2851447.250000 Penalty: 3321.480225
	Iteration 117Q: 3 clusters Score -2851447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2851450.750000 Penalty: 3321.480225
	Iteration 118Q: 3 clusters Score -2851451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2851458.750000 Penalty: 3321.480225
	Iteration 119Q: 3 clusters Score -2851459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2851458.000000 Penalty: 3321.480225
	Iteration 120F: 3 clusters Score -2851458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2851463.750000 Penalty: 3321.480225
	Iteration 121Q: 3 clusters Score -2851464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2851462.250000 Penalty: 3321.480225
	Iteration 122Q: 3 clusters Score -2851462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2851464.000000 Penalty: 3321.480225
	Iteration 123Q: 3 clusters Score -2851464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2851472.250000 Penalty: 3321.480225
	Iteration 124Q: 3 clusters Score -2851472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2851473.000000 Penalty: 3321.480225
	Iteration 125Q: 3 clusters Score -2851473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2851478.500000 Penalty: 3321.480225
	Iteration 126Q: 3 clusters Score -2851478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2851482.500000 Penalty: 3321.480225
	Iteration 127Q: 3 clusters Score -2851482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2851480.750000 Penalty: 3321.480225
	Iteration 128Q: 3 clusters Score -2851481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2851481.000000 Penalty: 3321.480225
	Iteration 129Q: 3 clusters Score -2851481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2851482.250000 Penalty: 3321.480225
	Iteration 130Q: 3 clusters Score -2851482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2851483.750000 Penalty: 3321.480225
	Iteration 131Q: 3 clusters Score -2851484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2851485.750000 Penalty: 3321.480225
	Iteration 132Q: 3 clusters Score -2851486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2851489.000000 Penalty: 3321.480225
	Iteration 133Q: 3 clusters Score -2851489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2851488.500000 Penalty: 3321.480225
	Iteration 134Q: 3 clusters Score -2851488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2851487.500000 Penalty: 3321.480225
	Iteration 135Q: 3 clusters Score -2851488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2851489.250000 Penalty: 3321.480225
	Iteration 136Q: 3 clusters Score -2851489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2851489.750000 Penalty: 3321.480225
	Iteration 137Q: 3 clusters Score -2851490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2851489.750000 Penalty: 3321.480225
	Iteration 138F: 3 clusters Score -2851490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -337748.031250 Penalty: 1327.148682
	Iteration 0F: 2 clusters Score -337748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -334642.031250 Penalty: 2654.297363
	Iteration 0F: 3 clusters Score -334642 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -335540.312500 Penalty: 2654.297363
	Iteration 1F: 3 clusters Score -335540.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -335758.625000 Penalty: 2654.297363
	Iteration 2F: 3 clusters Score -335758.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335947.406250 Penalty: 2654.297363
	Iteration 3F: 3 clusters Score -335947.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -336108.000000 Penalty: 2654.297363
	Iteration 4F: 3 clusters Score -336108 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336247.656250 Penalty: 2654.297363
	Iteration 5F: 3 clusters Score -336247.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336369.375000 Penalty: 2654.297363
	Iteration 6Q: 3 clusters Score -336369.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -336492.312500 Penalty: 2654.297363
	Iteration 7Q: 3 clusters Score -336492.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -336627.250000 Penalty: 2654.297363
	Iteration 8Q: 3 clusters Score -336627.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -336734.906250 Penalty: 2654.297363
	Iteration 9Q: 3 clusters Score -336734.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -336794.781250 Penalty: 2654.297363
	Iteration 10Q: 3 clusters Score -336794.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -336823.250000 Penalty: 2654.297363
	Iteration 11Q: 3 clusters Score -336823.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -336845.062500 Penalty: 2654.297363
	Iteration 12Q: 3 clusters Score -336845.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -336861.468750 Penalty: 2654.297363
	Iteration 13Q: 3 clusters Score -336861.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -336876.437500 Penalty: 2654.297363
	Iteration 14Q: 3 clusters Score -336876.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -336884.468750 Penalty: 2654.297363
	Iteration 15Q: 3 clusters Score -336884.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -336893.781250 Penalty: 2654.297363
	Iteration 16Q: 3 clusters Score -336893.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -336898.968750 Penalty: 2654.297363
	Iteration 17Q: 3 clusters Score -336899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -336903.625000 Penalty: 2654.297363
	Iteration 18Q: 3 clusters Score -336903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -336905.531250 Penalty: 2654.297363
	Iteration 19Q: 3 clusters Score -336905.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -336908.468750 Penalty: 2654.297363
	Iteration 20F: 3 clusters Score -336908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -336913.000000 Penalty: 2654.297363
	Iteration 21Q: 3 clusters Score -336913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -336914.750000 Penalty: 2654.297363
	Iteration 22Q: 3 clusters Score -336914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -336916.281250 Penalty: 2654.297363
	Iteration 23Q: 3 clusters Score -336916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -336918.687500 Penalty: 2654.297363
	Iteration 24Q: 3 clusters Score -336918.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -336922.687500 Penalty: 2654.297363
	Iteration 25Q: 3 clusters Score -336922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -336926.968750 Penalty: 2654.297363
	Iteration 26Q: 3 clusters Score -336927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -336929.125000 Penalty: 2654.297363
	Iteration 27Q: 3 clusters Score -336929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -336932.437500 Penalty: 2654.297363
	Iteration 28Q: 3 clusters Score -336932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -336933.031250 Penalty: 2654.297363
	Iteration 29Q: 3 clusters Score -336933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -336934.031250 Penalty: 2654.297363
	Iteration 30Q: 3 clusters Score -336934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -336934.437500 Penalty: 2654.297363
	Iteration 31Q: 3 clusters Score -336934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -336934.937500 Penalty: 2654.297363
	Iteration 32Q: 3 clusters Score -336934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -336934.687500 Penalty: 2654.297363
	Iteration 33Q: 3 clusters Score -336934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -336934.687500 Penalty: 2654.297363
	Iteration 34F: 3 clusters Score -336934.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -523760.187500 Penalty: 1393.880127
	Iteration 0F: 2 clusters Score -523760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -519578.656250 Penalty: 2787.760254
	Iteration 0F: 3 clusters Score -519578.7 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -520929.937500 Penalty: 2787.760254
	Iteration 1F: 3 clusters Score -520929.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -521265.937500 Penalty: 2787.760254
	Iteration 2F: 3 clusters Score -521265.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -521546.843750 Penalty: 2787.760254
	Iteration 3F: 3 clusters Score -521546.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -521777.000000 Penalty: 2787.760254
	Iteration 4F: 3 clusters Score -521777 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -521997.750000 Penalty: 2787.760254
	Iteration 5F: 3 clusters Score -521997.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -522176.625000 Penalty: 2787.760254
	Iteration 6Q: 3 clusters Score -522176.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -522297.156250 Penalty: 2787.760254
	Iteration 7Q: 3 clusters Score -522297.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -522376.718750 Penalty: 2787.760254
	Iteration 8Q: 3 clusters Score -522376.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -522429.750000 Penalty: 2787.760254
	Iteration 9Q: 3 clusters Score -522429.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -522477.031250 Penalty: 2787.760254
	Iteration 10Q: 3 clusters Score -522477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -522503.625000 Penalty: 2787.760254
	Iteration 11Q: 3 clusters Score -522503.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -522517.375000 Penalty: 2787.760254
	Iteration 12Q: 3 clusters Score -522517.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -522529.437500 Penalty: 2787.760254
	Iteration 13Q: 3 clusters Score -522529.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -522541.562500 Penalty: 2787.760254
	Iteration 14Q: 3 clusters Score -522541.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -522553.281250 Penalty: 2787.760254
	Iteration 15Q: 3 clusters Score -522553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -522565.406250 Penalty: 2787.760254
	Iteration 16Q: 3 clusters Score -522565.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -522579.062500 Penalty: 2787.760254
	Iteration 17Q: 3 clusters Score -522579.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -522594.093750 Penalty: 2787.760254
	Iteration 18Q: 3 clusters Score -522594.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -522616.500000 Penalty: 2787.760254
	Iteration 19Q: 3 clusters Score -522616.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -522631.875000 Penalty: 2787.760254
	Iteration 20F: 3 clusters Score -522631.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -522644.437500 Penalty: 2787.760254
	Iteration 21Q: 3 clusters Score -522644.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -522652.406250 Penalty: 2787.760254
	Iteration 22Q: 3 clusters Score -522652.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -522661.500000 Penalty: 2787.760254
	Iteration 23Q: 3 clusters Score -522661.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -522668.093750 Penalty: 2787.760254
	Iteration 24Q: 3 clusters Score -522668.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -522672.500000 Penalty: 2787.760254
	Iteration 25Q: 3 clusters Score -522672.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -522675.000000 Penalty: 2787.760254
	Iteration 26Q: 3 clusters Score -522675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -522680.656250 Penalty: 2787.760254
	Iteration 27Q: 3 clusters Score -522680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -522682.968750 Penalty: 2787.760254
	Iteration 28Q: 3 clusters Score -522683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -522686.906250 Penalty: 2787.760254
	Iteration 29Q: 3 clusters Score -522686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -522691.312500 Penalty: 2787.760254
	Iteration 30Q: 3 clusters Score -522691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -522694.343750 Penalty: 2787.760254
	Iteration 31Q: 3 clusters Score -522694.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -522701.437500 Penalty: 2787.760254
	Iteration 32Q: 3 clusters Score -522701.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -522707.281250 Penalty: 2787.760254
	Iteration 33Q: 3 clusters Score -522707.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -522713.750000 Penalty: 2787.760254
	Iteration 34Q: 3 clusters Score -522713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -522720.187500 Penalty: 2787.760254
	Iteration 35Q: 3 clusters Score -522720.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -522730.906250 Penalty: 2787.760254
	Iteration 36Q: 3 clusters Score -522730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -522742.968750 Penalty: 2787.760254
	Iteration 37Q: 3 clusters Score -522743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -522755.437500 Penalty: 2787.760254
	Iteration 38Q: 3 clusters Score -522755.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -522771.500000 Penalty: 2787.760254
	Iteration 39Q: 3 clusters Score -522771.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -522794.625000 Penalty: 2787.760254
	Iteration 40F: 3 clusters Score -522794.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -522827.781250 Penalty: 2787.760254
	Iteration 41Q: 3 clusters Score -522827.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -522867.250000 Penalty: 2787.760254
	Iteration 42Q: 3 clusters Score -522867.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -522908.937500 Penalty: 2787.760254
	Iteration 43Q: 3 clusters Score -522908.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -522971.500000 Penalty: 2787.760254
	Iteration 44Q: 3 clusters Score -522971.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -523023.187500 Penalty: 2787.760254
	Iteration 45Q: 3 clusters Score -523023.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -523048.656250 Penalty: 2787.760254
	Iteration 46Q: 3 clusters Score -523048.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -523067.343750 Penalty: 2787.760254
	Iteration 47Q: 3 clusters Score -523067.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -523078.625000 Penalty: 2787.760254
	Iteration 48Q: 3 clusters Score -523078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -523088.187500 Penalty: 2787.760254
	Iteration 49Q: 3 clusters Score -523088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -523093.218750 Penalty: 2787.760254
	Iteration 50Q: 3 clusters Score -523093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -523095.375000 Penalty: 2787.760254
	Iteration 51Q: 3 clusters Score -523095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -523096.468750 Penalty: 2787.760254
	Iteration 52Q: 3 clusters Score -523096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -523097.281250 Penalty: 2787.760254
	Iteration 53Q: 3 clusters Score -523097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -523097.281250 Penalty: 2787.760254
	Iteration 54F: 3 clusters Score -523097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Entering Unmasked Estep 
Score: -949527.062500 Penalty: 1480.674805
	Iteration 0F: 2 clusters Score -949527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -942978.687500 Penalty: 2961.349609
	Iteration 0F: 3 clusters Score -942978.7 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -945348.500000 Penalty: 2961.349609
	Iteration 1F: 3 clusters Score -945348.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -945997.375000 Penalty: 2961.349609
	Iteration 2F: 3 clusters Score -945997.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -946653.312500 Penalty: 2961.349609
	Iteration 3F: 3 clusters Score -946653.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -947195.500000 Penalty: 2961.349609
	Iteration 4F: 3 clusters Score -947195.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -947556.437500 Penalty: 2961.349609
	Iteration 5F: 3 clusters Score -947556.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -947795.812500 Penalty: 2961.349609
	Iteration 6Q: 3 clusters Score -947795.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -947977.000000 Penalty: 2961.349609
	Iteration 7Q: 3 clusters Score -947977 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -948093.937500 Penalty: 2961.349609
	Iteration 8Q: 3 clusters Score -948093.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -948161.937500 Penalty: 2961.349609
	Iteration 9Q: 3 clusters Score -948161.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -948207.687500 Penalty: 2961.349609
	Iteration 10Q: 3 clusters Score -948207.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -948242.000000 Penalty: 2961.349609
	Iteration 11Q: 3 clusters Score -948242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -948266.187500 Penalty: 2961.349609
	Iteration 12Q: 3 clusters Score -948266.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -948283.812500 Penalty: 2961.349609
	Iteration 13Q: 3 clusters Score -948283.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -948299.937500 Penalty: 2961.349609
	Iteration 14Q: 3 clusters Score -948299.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -948312.875000 Penalty: 2961.349609
	Iteration 15Q: 3 clusters Score -948312.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -948323.562500 Penalty: 2961.349609
	Iteration 16Q: 3 clusters Score -948323.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -948330.812500 Penalty: 2961.349609
	Iteration 17Q: 3 clusters Score -948330.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -948337.750000 Penalty: 2961.349609
	Iteration 18Q: 3 clusters Score -948337.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -948344.062500 Penalty: 2961.349609
	Iteration 19Q: 3 clusters Score -948344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -948350.437500 Penalty: 2961.349609
	Iteration 20F: 3 clusters Score -948350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -948356.125000 Penalty: 2961.349609
	Iteration 21Q: 3 clusters Score -948356.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -948358.187500 Penalty: 2961.349609
	Iteration 22Q: 3 clusters Score -948358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -948360.125000 Penalty: 2961.349609
	Iteration 23Q: 3 clusters Score -948360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -948363.250000 Penalty: 2961.349609
	Iteration 24Q: 3 clusters Score -948363.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -948366.312500 Penalty: 2961.349609
	Iteration 25Q: 3 clusters Score -948366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -948369.312500 Penalty: 2961.349609
	Iteration 26Q: 3 clusters Score -948369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -948369.125000 Penalty: 2961.349609
	Iteration 27Q: 3 clusters Score -948369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -948369.625000 Penalty: 2961.349609
	Iteration 28Q: 3 clusters Score -948369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -948369.250000 Penalty: 2961.349609
	Iteration 29Q: 3 clusters Score -948369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -948368.500000 Penalty: 2961.349609
	Iteration 30Q: 3 clusters Score -948368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -948370.500000 Penalty: 2961.349609
	Iteration 31Q: 3 clusters Score -948370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -948369.437500 Penalty: 2961.349609
	Iteration 32Q: 3 clusters Score -948369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -948369.562500 Penalty: 2961.349609
	Iteration 33Q: 3 clusters Score -948369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -948369.562500 Penalty: 2961.349609
	Iteration 34F: 3 clusters Score -948369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Entering Unmasked Estep 
Score: -3212493.500000 Penalty: 1683.668823
	Iteration 0F: 2 clusters Score -3212494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3191161.250000 Penalty: 3367.337646
	Iteration 0F: 3 clusters Score -3191161 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3199764.750000 Penalty: 3367.337646
	Iteration 1F: 3 clusters Score -3199765 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3200408.250000 Penalty: 3367.337646
	Iteration 2F: 3 clusters Score -3200408 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3201028.250000 Penalty: 3367.337646
	Iteration 3Q: 3 clusters Score -3201028 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3201706.500000 Penalty: 3367.337646
	Iteration 4Q: 3 clusters Score -3201706 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3202501.500000 Penalty: 3367.337646
	Iteration 5Q: 3 clusters Score -3202502 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3203541.750000 Penalty: 3367.337646
	Iteration 6F: 3 clusters Score -3203542 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3204661.750000 Penalty: 3367.337646
	Iteration 7F: 3 clusters Score -3204662 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3205792.500000 Penalty: 3367.337646
	Iteration 8F: 3 clusters Score -3205792 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3206723.500000 Penalty: 3367.337646
	Iteration 9F: 3 clusters Score -3206724 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3207386.500000 Penalty: 3367.337646
	Iteration 10Q: 3 clusters Score -3207386 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3207871.000000 Penalty: 3367.337646
	Iteration 11Q: 3 clusters Score -3207871 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3208249.000000 Penalty: 3367.337646
	Iteration 12Q: 3 clusters Score -3208249 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3208612.000000 Penalty: 3367.337646
	Iteration 13Q: 3 clusters Score -3208612 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3208978.000000 Penalty: 3367.337646
	Iteration 14Q: 3 clusters Score -3208978 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3209342.750000 Penalty: 3367.337646
	Iteration 15Q: 3 clusters Score -3209343 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3209755.000000 Penalty: 3367.337646
	Iteration 16Q: 3 clusters Score -3209755 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3210162.000000 Penalty: 3367.337646
	Iteration 17Q: 3 clusters Score -3210162 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3210463.000000 Penalty: 3367.337646
	Iteration 18Q: 3 clusters Score -3210463 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3210678.500000 Penalty: 3367.337646
	Iteration 19Q: 3 clusters Score -3210678 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3210846.000000 Penalty: 3367.337646
	Iteration 20F: 3 clusters Score -3210846 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3210963.500000 Penalty: 3367.337646
	Iteration 21Q: 3 clusters Score -3210964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3211032.000000 Penalty: 3367.337646
	Iteration 22Q: 3 clusters Score -3211032 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3211068.750000 Penalty: 3367.337646
	Iteration 23Q: 3 clusters Score -3211069 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3211116.000000 Penalty: 3367.337646
	Iteration 24Q: 3 clusters Score -3211116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3211147.000000 Penalty: 3367.337646
	Iteration 25Q: 3 clusters Score -3211147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3211193.500000 Penalty: 3367.337646
	Iteration 26Q: 3 clusters Score -3211194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3211296.000000 Penalty: 3367.337646
	Iteration 27Q: 3 clusters Score -3211296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3211391.000000 Penalty: 3367.337646
	Iteration 28Q: 3 clusters Score -3211391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3211434.250000 Penalty: 3367.337646
	Iteration 29Q: 3 clusters Score -3211434 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3211469.750000 Penalty: 3367.337646
	Iteration 30Q: 3 clusters Score -3211470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3211496.000000 Penalty: 3367.337646
	Iteration 31Q: 3 clusters Score -3211496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3211514.750000 Penalty: 3367.337646
	Iteration 32Q: 3 clusters Score -3211515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3211533.250000 Penalty: 3367.337646
	Iteration 33Q: 3 clusters Score -3211533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3211539.250000 Penalty: 3367.337646
	Iteration 34Q: 3 clusters Score -3211539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3211548.750000 Penalty: 3367.337646
	Iteration 35Q: 3 clusters Score -3211549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3211557.750000 Penalty: 3367.337646
	Iteration 36Q: 3 clusters Score -3211558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3211570.250000 Penalty: 3367.337646
	Iteration 37Q: 3 clusters Score -3211570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3211570.750000 Penalty: 3367.337646
	Iteration 38Q: 3 clusters Score -3211571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3211578.250000 Penalty: 3367.337646
	Iteration 39Q: 3 clusters Score -3211578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3211594.000000 Penalty: 3367.337646
	Iteration 40F: 3 clusters Score -3211594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3211598.250000 Penalty: 3367.337646
	Iteration 41Q: 3 clusters Score -3211598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3211603.750000 Penalty: 3367.337646
	Iteration 42Q: 3 clusters Score -3211604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3211606.750000 Penalty: 3367.337646
	Iteration 43Q: 3 clusters Score -3211607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3211609.500000 Penalty: 3367.337646
	Iteration 44Q: 3 clusters Score -3211610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3211616.750000 Penalty: 3367.337646
	Iteration 45Q: 3 clusters Score -3211617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3211625.750000 Penalty: 3367.337646
	Iteration 46Q: 3 clusters Score -3211626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3211629.250000 Penalty: 3367.337646
	Iteration 47Q: 3 clusters Score -3211629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3211633.750000 Penalty: 3367.337646
	Iteration 48Q: 3 clusters Score -3211634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3211638.750000 Penalty: 3367.337646
	Iteration 49Q: 3 clusters Score -3211639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3211647.000000 Penalty: 3367.337646
	Iteration 50Q: 3 clusters Score -3211647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3211648.250000 Penalty: 3367.337646
	Iteration 51Q: 3 clusters Score -3211648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3211651.000000 Penalty: 3367.337646
	Iteration 52Q: 3 clusters Score -3211651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3211651.000000 Penalty: 3367.337646
	Iteration 53Q: 3 clusters Score -3211651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3211653.750000 Penalty: 3367.337646
	Iteration 54Q: 3 clusters Score -3211654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3211650.750000 Penalty: 3367.337646
	Iteration 55Q: 3 clusters Score -3211651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3211651.750000 Penalty: 3367.337646
	Iteration 56Q: 3 clusters Score -3211652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3211653.250000 Penalty: 3367.337646
	Iteration 57Q: 3 clusters Score -3211653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3211660.000000 Penalty: 3367.337646
	Iteration 58Q: 3 clusters Score -3211660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3211659.250000 Penalty: 3367.337646
	Iteration 59Q: 3 clusters Score -3211659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3211664.250000 Penalty: 3367.337646
	Iteration 60F: 3 clusters Score -3211664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3211662.750000 Penalty: 3367.337646
	Iteration 61Q: 3 clusters Score -3211663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3211669.000000 Penalty: 3367.337646
	Iteration 62Q: 3 clusters Score -3211669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3211671.250000 Penalty: 3367.337646
	Iteration 63Q: 3 clusters Score -3211671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3211679.500000 Penalty: 3367.337646
	Iteration 64Q: 3 clusters Score -3211680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3211683.250000 Penalty: 3367.337646
	Iteration 65Q: 3 clusters Score -3211683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3211685.750000 Penalty: 3367.337646
	Iteration 66Q: 3 clusters Score -3211686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3211686.000000 Penalty: 3367.337646
	Iteration 67Q: 3 clusters Score -3211686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3211687.250000 Penalty: 3367.337646
	Iteration 68Q: 3 clusters Score -3211687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3211685.250000 Penalty: 3367.337646
	Iteration 69Q: 3 clusters Score -3211685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3211685.500000 Penalty: 3367.337646
	Iteration 70Q: 3 clusters Score -3211686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3211690.000000 Penalty: 3367.337646
	Iteration 71Q: 3 clusters Score -3211690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3211688.000000 Penalty: 3367.337646
	Iteration 72Q: 3 clusters Score -3211688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3211688.500000 Penalty: 3367.337646
	Iteration 73Q: 3 clusters Score -3211688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3211682.250000 Penalty: 3367.337646
	Iteration 74Q: 3 clusters Score -3211682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3211685.000000 Penalty: 3367.337646
	Iteration 75Q: 3 clusters Score -3211685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3211687.750000 Penalty: 3367.337646
	Iteration 76Q: 3 clusters Score -3211688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3211686.250000 Penalty: 3367.337646
	Iteration 77Q: 3 clusters Score -3211686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3211685.500000 Penalty: 3367.337646
	Iteration 78Q: 3 clusters Score -3211686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3211684.500000 Penalty: 3367.337646
	Iteration 79Q: 3 clusters Score -3211684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3211686.250000 Penalty: 3367.337646
	Iteration 80F: 3 clusters Score -3211686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3211685.750000 Penalty: 3367.337646
	Iteration 81Q: 3 clusters Score -3211686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3211688.750000 Penalty: 3367.337646
	Iteration 82Q: 3 clusters Score -3211689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3211687.750000 Penalty: 3367.337646
	Iteration 83Q: 3 clusters Score -3211688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3211685.250000 Penalty: 3367.337646
	Iteration 84Q: 3 clusters Score -3211685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3211687.500000 Penalty: 3367.337646
	Iteration 85Q: 3 clusters Score -3211688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3211688.000000 Penalty: 3367.337646
	Iteration 86Q: 3 clusters Score -3211688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3211688.000000 Penalty: 3367.337646
	Iteration 87F: 3 clusters Score -3211688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Entering Unmasked Estep 
Score: -3914499.000000 Penalty: 1712.222168
	Iteration 0F: 2 clusters Score -3914499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3889348.250000 Penalty: 3424.444336
	Iteration 0F: 3 clusters Score -3889348 nChanged 17333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3899096.250000 Penalty: 3424.444336
	Iteration 1F: 3 clusters Score -3899096 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3899732.000000 Penalty: 3424.444336
	Iteration 2Q: 3 clusters Score -3899732 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3900411.750000 Penalty: 3424.444336
	Iteration 3Q: 3 clusters Score -3900412 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3901289.500000 Penalty: 3424.444336
	Iteration 4Q: 3 clusters Score -3901290 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3902592.500000 Penalty: 3424.444336
	Iteration 5F: 3 clusters Score -3902592 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3904534.750000 Penalty: 3424.444336
	Iteration 6F: 3 clusters Score -3904535 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3906784.750000 Penalty: 3424.444336
	Iteration 7F: 3 clusters Score -3906785 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3908846.000000 Penalty: 3424.444336
	Iteration 8F: 3 clusters Score -3908846 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3910297.000000 Penalty: 3424.444336
	Iteration 9Q: 3 clusters Score -3910297 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3911206.250000 Penalty: 3424.444336
	Iteration 10Q: 3 clusters Score -3911206 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3911830.500000 Penalty: 3424.444336
	Iteration 11Q: 3 clusters Score -3911830 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3912249.000000 Penalty: 3424.444336
	Iteration 12Q: 3 clusters Score -3912249 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3912536.000000 Penalty: 3424.444336
	Iteration 13Q: 3 clusters Score -3912536 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3912729.750000 Penalty: 3424.444336
	Iteration 14Q: 3 clusters Score -3912730 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3912845.000000 Penalty: 3424.444336
	Iteration 15Q: 3 clusters Score -3912845 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3912940.000000 Penalty: 3424.444336
	Iteration 16Q: 3 clusters Score -3912940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3913005.000000 Penalty: 3424.444336
	Iteration 17Q: 3 clusters Score -3913005 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3913049.250000 Penalty: 3424.444336
	Iteration 18Q: 3 clusters Score -3913049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3913075.500000 Penalty: 3424.444336
	Iteration 19Q: 3 clusters Score -3913076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3913101.250000 Penalty: 3424.444336
	Iteration 20F: 3 clusters Score -3913101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3913133.500000 Penalty: 3424.444336
	Iteration 21Q: 3 clusters Score -3913134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3913139.000000 Penalty: 3424.444336
	Iteration 22Q: 3 clusters Score -3913139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3913157.250000 Penalty: 3424.444336
	Iteration 23Q: 3 clusters Score -3913157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3913163.250000 Penalty: 3424.444336
	Iteration 24Q: 3 clusters Score -3913163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3913174.750000 Penalty: 3424.444336
	Iteration 25Q: 3 clusters Score -3913175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3913184.750000 Penalty: 3424.444336
	Iteration 26Q: 3 clusters Score -3913185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3913185.500000 Penalty: 3424.444336
	Iteration 27Q: 3 clusters Score -3913186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3913195.000000 Penalty: 3424.444336
	Iteration 28Q: 3 clusters Score -3913195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3913192.250000 Penalty: 3424.444336
	Iteration 29Q: 3 clusters Score -3913192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3913202.750000 Penalty: 3424.444336
	Iteration 30Q: 3 clusters Score -3913203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3913205.500000 Penalty: 3424.444336
	Iteration 31Q: 3 clusters Score -3913206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3913213.500000 Penalty: 3424.444336
	Iteration 32Q: 3 clusters Score -3913214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3913210.500000 Penalty: 3424.444336
	Iteration 33Q: 3 clusters Score -3913210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3913219.750000 Penalty: 3424.444336
	Iteration 34Q: 3 clusters Score -3913220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3913226.250000 Penalty: 3424.444336
	Iteration 35Q: 3 clusters Score -3913226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3913234.250000 Penalty: 3424.444336
	Iteration 36Q: 3 clusters Score -3913234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3913235.750000 Penalty: 3424.444336
	Iteration 37Q: 3 clusters Score -3913236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3913242.000000 Penalty: 3424.444336
	Iteration 38Q: 3 clusters Score -3913242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3913244.500000 Penalty: 3424.444336
	Iteration 39Q: 3 clusters Score -3913244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3913247.000000 Penalty: 3424.444336
	Iteration 40F: 3 clusters Score -3913247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3913246.250000 Penalty: 3424.444336
	Iteration 41Q: 3 clusters Score -3913246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3913246.250000 Penalty: 3424.444336
	Iteration 42F: 3 clusters Score -3913246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (126492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Entering Unmasked Estep 
Score: -13197399.000000 Penalty: 1909.039307
	Iteration 0F: 2 clusters Score -1.31974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -13112694.000000 Penalty: 3818.078613
	Iteration 0F: 3 clusters Score -1.311269e+07 nChanged 60882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -13148649.000000 Penalty: 3818.078613
	Iteration 1F: 3 clusters Score -1.314865e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -13149617.000000 Penalty: 3818.078613
	Iteration 2Q: 3 clusters Score -1.314962e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -13150848.000000 Penalty: 3818.078613
	Iteration 3Q: 3 clusters Score -1.315085e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -13152553.000000 Penalty: 3818.078613
	Iteration 4Q: 3 clusters Score -1.315255e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -13155018.000000 Penalty: 3818.078613
	Iteration 5Q: 3 clusters Score -1.315502e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -13158802.000000 Penalty: 3818.078613
	Iteration 6F: 3 clusters Score -1.31588e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -13164089.000000 Penalty: 3818.078613
	Iteration 7F: 3 clusters Score -1.316409e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -13170684.000000 Penalty: 3818.078613
	Iteration 8F: 3 clusters Score -1.317068e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -13177999.000000 Penalty: 3818.078613
	Iteration 9F: 3 clusters Score -1.3178e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -13184528.000000 Penalty: 3818.078613
	Iteration 10F: 3 clusters Score -1.318453e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 118555 members 
Entering Unmasked Estep 
Score: -13189292.000000 Penalty: 3818.078613
	Iteration 11Q: 3 clusters Score -1.318929e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 122297 members 
Entering Unmasked Estep 
Score: -13192527.000000 Penalty: 3818.078613
	Iteration 12Q: 3 clusters Score -1.319253e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -13194237.000000 Penalty: 3818.078613
	Iteration 13Q: 3 clusters Score -1.319424e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -13195035.000000 Penalty: 3818.078613
	Iteration 14Q: 3 clusters Score -1.319504e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 125747 members 
Entering Unmasked Estep 
Score: -13195380.000000 Penalty: 3818.078613
	Iteration 15Q: 3 clusters Score -1.319538e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 125908 members 
Entering Unmasked Estep 
Score: -13195526.000000 Penalty: 3818.078613
	Iteration 16Q: 3 clusters Score -1.319553e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -13195617.000000 Penalty: 3818.078613
	Iteration 17Q: 3 clusters Score -1.319562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 126036 members 
Entering Unmasked Estep 
Score: -13195692.000000 Penalty: 3818.078613
	Iteration 18Q: 3 clusters Score -1.319569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -13195701.000000 Penalty: 3818.078613
	Iteration 19Q: 3 clusters Score -1.31957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 126075 members 
Entering Unmasked Estep 
Score: -13195732.000000 Penalty: 3818.078613
	Iteration 20F: 3 clusters Score -1.319573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -13195759.000000 Penalty: 3818.078613
	Iteration 21Q: 3 clusters Score -1.319576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -13195774.000000 Penalty: 3818.078613
	Iteration 22Q: 3 clusters Score -1.319577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 126094 members 
Entering Unmasked Estep 
Score: -13195774.000000 Penalty: 3818.078613
	Iteration 23Q: 3 clusters Score -1.319577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -13195785.000000 Penalty: 3818.078613
	Iteration 24Q: 3 clusters Score -1.319578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -13195789.000000 Penalty: 3818.078613
	Iteration 25Q: 3 clusters Score -1.319579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -13195785.000000 Penalty: 3818.078613
	Iteration 26Q: 3 clusters Score -1.319578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -13195785.000000 Penalty: 3818.078613
	Iteration 27Q: 3 clusters Score -1.319578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -13195792.000000 Penalty: 3818.078613
	Iteration 28Q: 3 clusters Score -1.319579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -13195804.000000 Penalty: 3818.078613
	Iteration 29Q: 3 clusters Score -1.31958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -13195798.000000 Penalty: 3818.078613
	Iteration 30Q: 3 clusters Score -1.31958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -13195805.000000 Penalty: 3818.078613
	Iteration 31Q: 3 clusters Score -1.31958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -13195806.000000 Penalty: 3818.078613
	Iteration 32Q: 3 clusters Score -1.319581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 126097 members 
Entering Unmasked Estep 
Score: -13195801.000000 Penalty: 3818.078613
	Iteration 33Q: 3 clusters Score -1.31958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -13195799.000000 Penalty: 3818.078613
	Iteration 34Q: 3 clusters Score -1.31958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -13195799.000000 Penalty: 3818.078613
	Iteration 35F: 3 clusters Score -1.31958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Entering Unmasked Estep 
Score: -7047940.000000 Penalty: 1804.736328
	Iteration 0F: 2 clusters Score -7047940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -7003425.000000 Penalty: 3609.472656
	Iteration 0F: 3 clusters Score -7003425 nChanged 31552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -7022243.500000 Penalty: 3609.472656
	Iteration 1F: 3 clusters Score -7022244 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -7023886.000000 Penalty: 3609.472656
	Iteration 2F: 3 clusters Score -7023886 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -7026269.500000 Penalty: 3609.472656
	Iteration 3F: 3 clusters Score -7026270 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7029090.500000 Penalty: 3609.472656
	Iteration 4F: 3 clusters Score -7029090 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -7032134.500000 Penalty: 3609.472656
	Iteration 5F: 3 clusters Score -7032134 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -7035186.000000 Penalty: 3609.472656
	Iteration 6F: 3 clusters Score -7035186 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -7037855.500000 Penalty: 3609.472656
	Iteration 7F: 3 clusters Score -7037856 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -7040165.000000 Penalty: 3609.472656
	Iteration 8Q: 3 clusters Score -7040165 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7042049.000000 Penalty: 3609.472656
	Iteration 9Q: 3 clusters Score -7042049 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7043448.000000 Penalty: 3609.472656
	Iteration 10Q: 3 clusters Score -7043448 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7044441.500000 Penalty: 3609.472656
	Iteration 11Q: 3 clusters Score -7044442 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7045203.000000 Penalty: 3609.472656
	Iteration 12Q: 3 clusters Score -7045203 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7045653.500000 Penalty: 3609.472656
	Iteration 13Q: 3 clusters Score -7045654 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7045905.500000 Penalty: 3609.472656
	Iteration 14Q: 3 clusters Score -7045906 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7046093.000000 Penalty: 3609.472656
	Iteration 15Q: 3 clusters Score -7046093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7046197.500000 Penalty: 3609.472656
	Iteration 16Q: 3 clusters Score -7046198 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7046274.000000 Penalty: 3609.472656
	Iteration 17Q: 3 clusters Score -7046274 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7046320.000000 Penalty: 3609.472656
	Iteration 18Q: 3 clusters Score -7046320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7046335.000000 Penalty: 3609.472656
	Iteration 19Q: 3 clusters Score -7046335 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7046362.000000 Penalty: 3609.472656
	Iteration 20F: 3 clusters Score -7046362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7046383.500000 Penalty: 3609.472656
	Iteration 21Q: 3 clusters Score -7046384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7046395.000000 Penalty: 3609.472656
	Iteration 22Q: 3 clusters Score -7046395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7046427.000000 Penalty: 3609.472656
	Iteration 23Q: 3 clusters Score -7046427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7046433.500000 Penalty: 3609.472656
	Iteration 24Q: 3 clusters Score -7046434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7046438.000000 Penalty: 3609.472656
	Iteration 25Q: 3 clusters Score -7046438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7046463.500000 Penalty: 3609.472656
	Iteration 26Q: 3 clusters Score -7046464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7046460.000000 Penalty: 3609.472656
	Iteration 27Q: 3 clusters Score -7046460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7046468.000000 Penalty: 3609.472656
	Iteration 28Q: 3 clusters Score -7046468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7046464.500000 Penalty: 3609.472656
	Iteration 29Q: 3 clusters Score -7046464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7046473.000000 Penalty: 3609.472656
	Iteration 30Q: 3 clusters Score -7046473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7046484.500000 Penalty: 3609.472656
	Iteration 31Q: 3 clusters Score -7046484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7046490.500000 Penalty: 3609.472656
	Iteration 32Q: 3 clusters Score -7046490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7046488.500000 Penalty: 3609.472656
	Iteration 33Q: 3 clusters Score -7046488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7046499.000000 Penalty: 3609.472656
	Iteration 34Q: 3 clusters Score -7046499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7046499.000000 Penalty: 3609.472656
	Iteration 35Q: 3 clusters Score -7046499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7046507.000000 Penalty: 3609.472656
	Iteration 36Q: 3 clusters Score -7046507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7046506.500000 Penalty: 3609.472656
	Iteration 37Q: 3 clusters Score -7046506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7046505.000000 Penalty: 3609.472656
	Iteration 38Q: 3 clusters Score -7046505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7046510.500000 Penalty: 3609.472656
	Iteration 39Q: 3 clusters Score -7046510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7046517.500000 Penalty: 3609.472656
	Iteration 40F: 3 clusters Score -7046518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7046514.000000 Penalty: 3609.472656
	Iteration 41Q: 3 clusters Score -7046514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7046509.500000 Penalty: 3609.472656
	Iteration 42Q: 3 clusters Score -7046510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7046512.000000 Penalty: 3609.472656
	Iteration 43Q: 3 clusters Score -7046512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7046522.500000 Penalty: 3609.472656
	Iteration 44Q: 3 clusters Score -7046522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7046517.000000 Penalty: 3609.472656
	Iteration 45Q: 3 clusters Score -7046517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7046519.000000 Penalty: 3609.472656
	Iteration 46Q: 3 clusters Score -7046519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7046515.500000 Penalty: 3609.472656
	Iteration 47Q: 3 clusters Score -7046516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7046511.000000 Penalty: 3609.472656
	Iteration 48Q: 3 clusters Score -7046511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7046517.500000 Penalty: 3609.472656
	Iteration 49Q: 3 clusters Score -7046518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7046519.000000 Penalty: 3609.472656
	Iteration 50Q: 3 clusters Score -7046519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7046515.000000 Penalty: 3609.472656
	Iteration 51Q: 3 clusters Score -7046515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7046515.000000 Penalty: 3609.472656
	Iteration 52F: 3 clusters Score -7046515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169226 members 
Entering Unmasked Estep 
Score: -17769020.000000 Penalty: 1956.335938
	Iteration 0F: 2 clusters Score -1.776902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -17671294.000000 Penalty: 3912.671875
	Iteration 0F: 3 clusters Score -1.767129e+07 nChanged 81938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -17719634.000000 Penalty: 3912.671875
	Iteration 1F: 3 clusters Score -1.771963e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -17720662.000000 Penalty: 3912.671875
	Iteration 2Q: 3 clusters Score -1.772066e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -17722332.000000 Penalty: 3912.671875
	Iteration 3Q: 3 clusters Score -1.772233e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -17724840.000000 Penalty: 3912.671875
	Iteration 4Q: 3 clusters Score -1.772484e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -17728162.000000 Penalty: 3912.671875
	Iteration 5Q: 3 clusters Score -1.772816e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -17733302.000000 Penalty: 3912.671875
	Iteration 6F: 3 clusters Score -1.77333e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -17740228.000000 Penalty: 3912.671875
	Iteration 7F: 3 clusters Score -1.774023e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -17748500.000000 Penalty: 3912.671875
	Iteration 8F: 3 clusters Score -1.77485e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -17755166.000000 Penalty: 3912.671875
	Iteration 9F: 3 clusters Score -1.775517e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -17758378.000000 Penalty: 3912.671875
	Iteration 10Q: 3 clusters Score -1.775838e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -17759542.000000 Penalty: 3912.671875
	Iteration 11Q: 3 clusters Score -1.775954e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -17760042.000000 Penalty: 3912.671875
	Iteration 12Q: 3 clusters Score -1.776004e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -17760536.000000 Penalty: 3912.671875
	Iteration 13Q: 3 clusters Score -1.776054e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -17760970.000000 Penalty: 3912.671875
	Iteration 14Q: 3 clusters Score -1.776097e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -17761352.000000 Penalty: 3912.671875
	Iteration 15Q: 3 clusters Score -1.776135e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -17761750.000000 Penalty: 3912.671875
	Iteration 16Q: 3 clusters Score -1.776175e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -17762036.000000 Penalty: 3912.671875
	Iteration 17Q: 3 clusters Score -1.776204e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -17762420.000000 Penalty: 3912.671875
	Iteration 18Q: 3 clusters Score -1.776242e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -17762756.000000 Penalty: 3912.671875
	Iteration 19Q: 3 clusters Score -1.776276e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -17762996.000000 Penalty: 3912.671875
	Iteration 20F: 3 clusters Score -1.7763e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97210 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -17763302.000000 Penalty: 3912.671875
	Iteration 21Q: 3 clusters Score -1.77633e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -17763636.000000 Penalty: 3912.671875
	Iteration 22Q: 3 clusters Score -1.776364e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -17764012.000000 Penalty: 3912.671875
	Iteration 23Q: 3 clusters Score -1.776401e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -17764370.000000 Penalty: 3912.671875
	Iteration 24Q: 3 clusters Score -1.776437e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -17764576.000000 Penalty: 3912.671875
	Iteration 25Q: 3 clusters Score -1.776458e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -17764832.000000 Penalty: 3912.671875
	Iteration 26Q: 3 clusters Score -1.776483e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -17765262.000000 Penalty: 3912.671875
	Iteration 27Q: 3 clusters Score -1.776526e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -17765526.000000 Penalty: 3912.671875
	Iteration 28Q: 3 clusters Score -1.776553e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -17765794.000000 Penalty: 3912.671875
	Iteration 29Q: 3 clusters Score -1.776579e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -17766004.000000 Penalty: 3912.671875
	Iteration 30Q: 3 clusters Score -1.7766e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -17766216.000000 Penalty: 3912.671875
	Iteration 31Q: 3 clusters Score -1.776622e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -17766376.000000 Penalty: 3912.671875
	Iteration 32Q: 3 clusters Score -1.776638e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -17766530.000000 Penalty: 3912.671875
	Iteration 33Q: 3 clusters Score -1.776653e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -17766692.000000 Penalty: 3912.671875
	Iteration 34Q: 3 clusters Score -1.776669e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -17766740.000000 Penalty: 3912.671875
	Iteration 35Q: 3 clusters Score -1.776674e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -17766756.000000 Penalty: 3912.671875
	Iteration 36Q: 3 clusters Score -1.776676e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -17766912.000000 Penalty: 3912.671875
	Iteration 37Q: 3 clusters Score -1.776691e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -17767012.000000 Penalty: 3912.671875
	Iteration 38Q: 3 clusters Score -1.776701e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -17767032.000000 Penalty: 3912.671875
	Iteration 39Q: 3 clusters Score -1.776703e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87238 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -17767152.000000 Penalty: 3912.671875
	Iteration 40F: 3 clusters Score -1.776715e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -17767160.000000 Penalty: 3912.671875
	Iteration 41Q: 3 clusters Score -1.776716e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -17767292.000000 Penalty: 3912.671875
	Iteration 42Q: 3 clusters Score -1.776729e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -17767328.000000 Penalty: 3912.671875
	Iteration 43Q: 3 clusters Score -1.776733e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84885 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -17767340.000000 Penalty: 3912.671875
	Iteration 44Q: 3 clusters Score -1.776734e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -17767432.000000 Penalty: 3912.671875
	Iteration 45Q: 3 clusters Score -1.776743e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -17767446.000000 Penalty: 3912.671875
	Iteration 46Q: 3 clusters Score -1.776745e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -17767458.000000 Penalty: 3912.671875
	Iteration 47Q: 3 clusters Score -1.776746e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -17767514.000000 Penalty: 3912.671875
	Iteration 48Q: 3 clusters Score -1.776751e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -17767500.000000 Penalty: 3912.671875
	Iteration 49Q: 3 clusters Score -1.77675e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -17767516.000000 Penalty: 3912.671875
	Iteration 50Q: 3 clusters Score -1.776752e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -17767602.000000 Penalty: 3912.671875
	Iteration 51Q: 3 clusters Score -1.77676e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -17767624.000000 Penalty: 3912.671875
	Iteration 52Q: 3 clusters Score -1.776762e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -17767672.000000 Penalty: 3912.671875
	Iteration 53Q: 3 clusters Score -1.776767e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77531 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -17767724.000000 Penalty: 3912.671875
	Iteration 54Q: 3 clusters Score -1.776772e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -17767774.000000 Penalty: 3912.671875
	Iteration 55Q: 3 clusters Score -1.776777e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -17767760.000000 Penalty: 3912.671875
	Iteration 56Q: 3 clusters Score -1.776776e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -17767774.000000 Penalty: 3912.671875
	Iteration 57Q: 3 clusters Score -1.776777e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -17767824.000000 Penalty: 3912.671875
	Iteration 58Q: 3 clusters Score -1.776782e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -17767928.000000 Penalty: 3912.671875
	Iteration 59Q: 3 clusters Score -1.776793e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -17767956.000000 Penalty: 3912.671875
	Iteration 60F: 3 clusters Score -1.776796e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -17768028.000000 Penalty: 3912.671875
	Iteration 61Q: 3 clusters Score -1.776803e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -17768134.000000 Penalty: 3912.671875
	Iteration 62Q: 3 clusters Score -1.776813e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -17768128.000000 Penalty: 3912.671875
	Iteration 63Q: 3 clusters Score -1.776813e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -17768270.000000 Penalty: 3912.671875
	Iteration 64Q: 3 clusters Score -1.776827e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 103640 members 
Entering Unmasked Estep 
Score: -17768360.000000 Penalty: 3912.671875
	Iteration 65Q: 3 clusters Score -1.776836e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -17768488.000000 Penalty: 3912.671875
	Iteration 66Q: 3 clusters Score -1.776849e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -17768672.000000 Penalty: 3912.671875
	Iteration 67Q: 3 clusters Score -1.776867e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -17768758.000000 Penalty: 3912.671875
	Iteration 68Q: 3 clusters Score -1.776876e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -17768948.000000 Penalty: 3912.671875
	Iteration 69Q: 3 clusters Score -1.776895e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -17769164.000000 Penalty: 3912.671875
	Iteration 70Q: 3 clusters Score -1.776916e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -17769386.000000 Penalty: 3912.671875
	Iteration 71Q: 3 clusters Score -1.776939e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -17769602.000000 Penalty: 3912.671875
	Iteration 72Q: 3 clusters Score -1.77696e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -17769786.000000 Penalty: 3912.671875
	Iteration 73Q: 3 clusters Score -1.776979e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -17770044.000000 Penalty: 3912.671875
	Iteration 74Q: 3 clusters Score -1.777004e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -17770352.000000 Penalty: 3912.671875
	Iteration 75Q: 3 clusters Score -1.777035e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 123887 members 
Entering Unmasked Estep 
Score: -17770672.000000 Penalty: 3912.671875
	Iteration 76Q: 3 clusters Score -1.777067e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -17771062.000000 Penalty: 3912.671875
	Iteration 77Q: 3 clusters Score -1.777106e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 128440 members 
Entering Unmasked Estep 
Score: -17771372.000000 Penalty: 3912.671875
	Iteration 78Q: 3 clusters Score -1.777137e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 130728 members 
Entering Unmasked Estep 
Score: -17771806.000000 Penalty: 3912.671875
	Iteration 79Q: 3 clusters Score -1.777181e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 133079 members 
Entering Unmasked Estep 
Score: -17772158.000000 Penalty: 3912.671875
	Iteration 80F: 3 clusters Score -1.777216e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -17772718.000000 Penalty: 3912.671875
	Iteration 81Q: 3 clusters Score -1.777272e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -17773042.000000 Penalty: 3912.671875
	Iteration 82Q: 3 clusters Score -1.777304e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -17773628.000000 Penalty: 3912.671875
	Iteration 83Q: 3 clusters Score -1.777363e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -17774080.000000 Penalty: 3912.671875
	Iteration 84Q: 3 clusters Score -1.777408e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -17774196.000000 Penalty: 3912.671875
	Iteration 85Q: 3 clusters Score -1.77742e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 146808 members 
Entering Unmasked Estep 
Score: -17774178.000000 Penalty: 3912.671875
	Iteration 86Q: 3 clusters Score -1.777418e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 149036 members 
Entering Unmasked Estep 
Score: -17773900.000000 Penalty: 3912.671875
	Iteration 87Q: 3 clusters Score -1.77739e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 151280 members 
Entering Unmasked Estep 
Score: -17773266.000000 Penalty: 3912.671875
	Iteration 88Q: 3 clusters Score -1.777327e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -17772786.000000 Penalty: 3912.671875
	Iteration 89Q: 3 clusters Score -1.777279e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -17772228.000000 Penalty: 3912.671875
	Iteration 90Q: 3 clusters Score -1.777223e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 157407 members 
Entering Unmasked Estep 
Score: -17771694.000000 Penalty: 3912.671875
	Iteration 91Q: 3 clusters Score -1.777169e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -17771194.000000 Penalty: 3912.671875
	Iteration 92Q: 3 clusters Score -1.777119e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -17770748.000000 Penalty: 3912.671875
	Iteration 93Q: 3 clusters Score -1.777075e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -17770436.000000 Penalty: 3912.671875
	Iteration 94Q: 3 clusters Score -1.777044e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 162726 members 
Entering Unmasked Estep 
Score: -17770140.000000 Penalty: 3912.671875
	Iteration 95Q: 3 clusters Score -1.777014e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 163588 members 
Entering Unmasked Estep 
Score: -17769876.000000 Penalty: 3912.671875
	Iteration 96Q: 3 clusters Score -1.776988e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 164283 members 
Entering Unmasked Estep 
Score: -17769666.000000 Penalty: 3912.671875
	Iteration 97Q: 3 clusters Score -1.776967e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -17769470.000000 Penalty: 3912.671875
	Iteration 98Q: 3 clusters Score -1.776947e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -17769388.000000 Penalty: 3912.671875
	Iteration 99Q: 3 clusters Score -1.776939e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -17769270.000000 Penalty: 3912.671875
	Iteration 100F: 3 clusters Score -1.776927e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 166078 members 
Entering Unmasked Estep 
Score: -17769146.000000 Penalty: 3912.671875
	Iteration 101Q: 3 clusters Score -1.776915e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -17768970.000000 Penalty: 3912.671875
	Iteration 102Q: 3 clusters Score -1.776897e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -17768848.000000 Penalty: 3912.671875
	Iteration 103Q: 3 clusters Score -1.776885e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 166916 members 
Entering Unmasked Estep 
Score: -17768748.000000 Penalty: 3912.671875
	Iteration 104Q: 3 clusters Score -1.776875e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 167115 members 
Entering Unmasked Estep 
Score: -17768664.000000 Penalty: 3912.671875
	Iteration 105Q: 3 clusters Score -1.776866e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -17768564.000000 Penalty: 3912.671875
	Iteration 106Q: 3 clusters Score -1.776856e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -17768508.000000 Penalty: 3912.671875
	Iteration 107Q: 3 clusters Score -1.776851e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 167552 members 
Entering Unmasked Estep 
Score: -17768444.000000 Penalty: 3912.671875
	Iteration 108Q: 3 clusters Score -1.776844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 167640 members 
Entering Unmasked Estep 
Score: -17768420.000000 Penalty: 3912.671875
	Iteration 109Q: 3 clusters Score -1.776842e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 167725 members 
Entering Unmasked Estep 
Score: -17768412.000000 Penalty: 3912.671875
	Iteration 110Q: 3 clusters Score -1.776841e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 167790 members 
Entering Unmasked Estep 
Score: -17768372.000000 Penalty: 3912.671875
	Iteration 111Q: 3 clusters Score -1.776837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -17768364.000000 Penalty: 3912.671875
	Iteration 112Q: 3 clusters Score -1.776836e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -17768350.000000 Penalty: 3912.671875
	Iteration 113Q: 3 clusters Score -1.776835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 167921 members 
Entering Unmasked Estep 
Score: -17768334.000000 Penalty: 3912.671875
	Iteration 114Q: 3 clusters Score -1.776833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -17768324.000000 Penalty: 3912.671875
	Iteration 115Q: 3 clusters Score -1.776832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -17768294.000000 Penalty: 3912.671875
	Iteration 116Q: 3 clusters Score -1.776829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 167991 members 
Entering Unmasked Estep 
Score: -17768290.000000 Penalty: 3912.671875
	Iteration 117Q: 3 clusters Score -1.776829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 168006 members 
Entering Unmasked Estep 
Score: -17768262.000000 Penalty: 3912.671875
	Iteration 118Q: 3 clusters Score -1.776826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 168023 members 
Entering Unmasked Estep 
Score: -17768242.000000 Penalty: 3912.671875
	Iteration 119Q: 3 clusters Score -1.776824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -17768252.000000 Penalty: 3912.671875
	Iteration 120F: 3 clusters Score -1.776825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -17768238.000000 Penalty: 3912.671875
	Iteration 121Q: 3 clusters Score -1.776824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 168069 members 
Entering Unmasked Estep 
Score: -17768218.000000 Penalty: 3912.671875
	Iteration 122Q: 3 clusters Score -1.776822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -17768204.000000 Penalty: 3912.671875
	Iteration 123Q: 3 clusters Score -1.77682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -17768214.000000 Penalty: 3912.671875
	Iteration 124Q: 3 clusters Score -1.776821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -17768190.000000 Penalty: 3912.671875
	Iteration 125Q: 3 clusters Score -1.776819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 168121 members 
Entering Unmasked Estep 
Score: -17768198.000000 Penalty: 3912.671875
	Iteration 126Q: 3 clusters Score -1.77682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -17768188.000000 Penalty: 3912.671875
	Iteration 127Q: 3 clusters Score -1.776819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -17768190.000000 Penalty: 3912.671875
	Iteration 128Q: 3 clusters Score -1.776819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -17768182.000000 Penalty: 3912.671875
	Iteration 129Q: 3 clusters Score -1.776818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168127 members 
Entering Unmasked Estep 
Score: -17768196.000000 Penalty: 3912.671875
	Iteration 130Q: 3 clusters Score -1.77682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168127 members 
Entering Unmasked Estep 
Score: -17768196.000000 Penalty: 3912.671875
	Iteration 131F: 3 clusters Score -1.77682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -128691.851562 Penalty: 1193.726685
	Iteration 0F: 2 clusters Score -128691.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -126899.453125 Penalty: 2387.453369
	Iteration 0F: 3 clusters Score -126899.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -127349.812500 Penalty: 2387.453369
	Iteration 1F: 3 clusters Score -127349.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -127576.289062 Penalty: 2387.453369
	Iteration 2F: 3 clusters Score -127576.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -127768.140625 Penalty: 2387.453369
	Iteration 3F: 3 clusters Score -127768.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -127962.390625 Penalty: 2387.453369
	Iteration 4F: 3 clusters Score -127962.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128141.156250 Penalty: 2387.453369
	Iteration 5F: 3 clusters Score -128141.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -128263.460938 Penalty: 2387.453369
	Iteration 6F: 3 clusters Score -128263.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128330.148438 Penalty: 2387.453369
	Iteration 7Q: 3 clusters Score -128330.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -128380.726562 Penalty: 2387.453369
	Iteration 8Q: 3 clusters Score -128380.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128419.445312 Penalty: 2387.453369
	Iteration 9Q: 3 clusters Score -128419.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128449.968750 Penalty: 2387.453369
	Iteration 10Q: 3 clusters Score -128450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128467.375000 Penalty: 2387.453369
	Iteration 11Q: 3 clusters Score -128467.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128487.281250 Penalty: 2387.453369
	Iteration 12Q: 3 clusters Score -128487.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128503.242188 Penalty: 2387.453369
	Iteration 13Q: 3 clusters Score -128503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128522.625000 Penalty: 2387.453369
	Iteration 14Q: 3 clusters Score -128522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -128530.046875 Penalty: 2387.453369
	Iteration 15Q: 3 clusters Score -128530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -128538.343750 Penalty: 2387.453369
	Iteration 16Q: 3 clusters Score -128538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -128547.453125 Penalty: 2387.453369
	Iteration 17Q: 3 clusters Score -128547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128555.015625 Penalty: 2387.453369
	Iteration 18Q: 3 clusters Score -128555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128559.718750 Penalty: 2387.453369
	Iteration 19Q: 3 clusters Score -128559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128562.859375 Penalty: 2387.453369
	Iteration 20F: 3 clusters Score -128562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128578.085938 Penalty: 2387.453369
	Iteration 21Q: 3 clusters Score -128578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128583.929688 Penalty: 2387.453369
	Iteration 22Q: 3 clusters Score -128583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128585.804688 Penalty: 2387.453369
	Iteration 23Q: 3 clusters Score -128585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128588.453125 Penalty: 2387.453369
	Iteration 24Q: 3 clusters Score -128588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128589.992188 Penalty: 2387.453369
	Iteration 25Q: 3 clusters Score -128590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128589.992188 Penalty: 2387.453369
	Iteration 26F: 3 clusters Score -128590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Entering Unmasked Estep 
Score: -10401319.000000 Penalty: 1869.834839
	Iteration 0F: 2 clusters Score -1.040132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -10334894.000000 Penalty: 3739.669678
	Iteration 0F: 3 clusters Score -1.033489e+07 nChanged 47613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -10362497.000000 Penalty: 3739.669678
	Iteration 1F: 3 clusters Score -1.03625e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -10363396.000000 Penalty: 3739.669678
	Iteration 2Q: 3 clusters Score -1.03634e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10364776.000000 Penalty: 3739.669678
	Iteration 3Q: 3 clusters Score -1.036478e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -10367346.000000 Penalty: 3739.669678
	Iteration 4F: 3 clusters Score -1.036735e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -10371634.000000 Penalty: 3739.669678
	Iteration 5F: 3 clusters Score -1.037163e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -10378343.000000 Penalty: 3739.669678
	Iteration 6F: 3 clusters Score -1.037834e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -10386353.000000 Penalty: 3739.669678
	Iteration 7F: 3 clusters Score -1.038635e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -10393263.000000 Penalty: 3739.669678
	Iteration 8F: 3 clusters Score -1.039326e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -10397110.000000 Penalty: 3739.669678
	Iteration 9Q: 3 clusters Score -1.039711e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -10398694.000000 Penalty: 3739.669678
	Iteration 10Q: 3 clusters Score -1.039869e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10399309.000000 Penalty: 3739.669678
	Iteration 11Q: 3 clusters Score -1.039931e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10399591.000000 Penalty: 3739.669678
	Iteration 12Q: 3 clusters Score -1.039959e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10399781.000000 Penalty: 3739.669678
	Iteration 13Q: 3 clusters Score -1.039978e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10399883.000000 Penalty: 3739.669678
	Iteration 14Q: 3 clusters Score -1.039988e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10399918.000000 Penalty: 3739.669678
	Iteration 15Q: 3 clusters Score -1.039992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10399936.000000 Penalty: 3739.669678
	Iteration 16Q: 3 clusters Score -1.039994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10399952.000000 Penalty: 3739.669678
	Iteration 17Q: 3 clusters Score -1.039995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10399951.000000 Penalty: 3739.669678
	Iteration 18Q: 3 clusters Score -1.039995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10399967.000000 Penalty: 3739.669678
	Iteration 19Q: 3 clusters Score -1.039997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10399963.000000 Penalty: 3739.669678
	Iteration 20F: 3 clusters Score -1.039996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10399979.000000 Penalty: 3739.669678
	Iteration 21Q: 3 clusters Score -1.039998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10399977.000000 Penalty: 3739.669678
	Iteration 22Q: 3 clusters Score -1.039998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10399985.000000 Penalty: 3739.669678
	Iteration 23Q: 3 clusters Score -1.039998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10399985.000000 Penalty: 3739.669678
	Iteration 24Q: 3 clusters Score -1.039998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10400000.000000 Penalty: 3739.669678
	Iteration 25Q: 3 clusters Score -1.04e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10399997.000000 Penalty: 3739.669678
	Iteration 26Q: 3 clusters Score -1.04e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10400008.000000 Penalty: 3739.669678
	Iteration 27Q: 3 clusters Score -1.040001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10400002.000000 Penalty: 3739.669678
	Iteration 28Q: 3 clusters Score -1.04e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10399999.000000 Penalty: 3739.669678
	Iteration 29Q: 3 clusters Score -1.04e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10400006.000000 Penalty: 3739.669678
	Iteration 30Q: 3 clusters Score -1.040001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10400016.000000 Penalty: 3739.669678
	Iteration 31Q: 3 clusters Score -1.040002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10400018.000000 Penalty: 3739.669678
	Iteration 32Q: 3 clusters Score -1.040002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10400027.000000 Penalty: 3739.669678
	Iteration 33Q: 3 clusters Score -1.040003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10400031.000000 Penalty: 3739.669678
	Iteration 34Q: 3 clusters Score -1.040003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10400023.000000 Penalty: 3739.669678
	Iteration 35Q: 3 clusters Score -1.040002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10400025.000000 Penalty: 3739.669678
	Iteration 36Q: 3 clusters Score -1.040002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10400030.000000 Penalty: 3739.669678
	Iteration 37Q: 3 clusters Score -1.040003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10400028.000000 Penalty: 3739.669678
	Iteration 38Q: 3 clusters Score -1.040003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10400025.000000 Penalty: 3739.669678
	Iteration 39Q: 3 clusters Score -1.040002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10400039.000000 Penalty: 3739.669678
	Iteration 40F: 3 clusters Score -1.040004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10400031.000000 Penalty: 3739.669678
	Iteration 41Q: 3 clusters Score -1.040003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10400037.000000 Penalty: 3739.669678
	Iteration 42Q: 3 clusters Score -1.040004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10400039.000000 Penalty: 3739.669678
	Iteration 43Q: 3 clusters Score -1.040004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10400033.000000 Penalty: 3739.669678
	Iteration 44Q: 3 clusters Score -1.040003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10400029.000000 Penalty: 3739.669678
	Iteration 45Q: 3 clusters Score -1.040003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10400029.000000 Penalty: 3739.669678
	Iteration 46Q: 3 clusters Score -1.040003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10400029.000000 Penalty: 3739.669678
	Iteration 47Q: 3 clusters Score -1.040003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10400039.000000 Penalty: 3739.669678
	Iteration 48Q: 3 clusters Score -1.040004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10400027.000000 Penalty: 3739.669678
	Iteration 49Q: 3 clusters Score -1.040003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10400026.000000 Penalty: 3739.669678
	Iteration 50Q: 3 clusters Score -1.040003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10400024.000000 Penalty: 3739.669678
	Iteration 51Q: 3 clusters Score -1.040002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10400024.000000 Penalty: 3739.669678
	Iteration 52Q: 3 clusters Score -1.040002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10400037.000000 Penalty: 3739.669678
	Iteration 53Q: 3 clusters Score -1.040004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10400034.000000 Penalty: 3739.669678
	Iteration 54Q: 3 clusters Score -1.040003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10400041.000000 Penalty: 3739.669678
	Iteration 55Q: 3 clusters Score -1.040004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10400041.000000 Penalty: 3739.669678
	Iteration 56Q: 3 clusters Score -1.040004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10400042.000000 Penalty: 3739.669678
	Iteration 57Q: 3 clusters Score -1.040004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10400039.000000 Penalty: 3739.669678
	Iteration 58Q: 3 clusters Score -1.040004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10400055.000000 Penalty: 3739.669678
	Iteration 59Q: 3 clusters Score -1.040006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10400047.000000 Penalty: 3739.669678
	Iteration 60F: 3 clusters Score -1.040005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10400044.000000 Penalty: 3739.669678
	Iteration 61Q: 3 clusters Score -1.040004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10400056.000000 Penalty: 3739.669678
	Iteration 62Q: 3 clusters Score -1.040006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10400052.000000 Penalty: 3739.669678
	Iteration 63Q: 3 clusters Score -1.040005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10400057.000000 Penalty: 3739.669678
	Iteration 64Q: 3 clusters Score -1.040006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10400057.000000 Penalty: 3739.669678
	Iteration 65Q: 3 clusters Score -1.040006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10400059.000000 Penalty: 3739.669678
	Iteration 66Q: 3 clusters Score -1.040006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10400052.000000 Penalty: 3739.669678
	Iteration 67Q: 3 clusters Score -1.040005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10400057.000000 Penalty: 3739.669678
	Iteration 68Q: 3 clusters Score -1.040006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10400060.000000 Penalty: 3739.669678
	Iteration 69Q: 3 clusters Score -1.040006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10400052.000000 Penalty: 3739.669678
	Iteration 70Q: 3 clusters Score -1.040005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10400060.000000 Penalty: 3739.669678
	Iteration 71Q: 3 clusters Score -1.040006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10400069.000000 Penalty: 3739.669678
	Iteration 72Q: 3 clusters Score -1.040007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10400069.000000 Penalty: 3739.669678
	Iteration 73F: 3 clusters Score -1.040007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Entering Unmasked Estep 
Score: -10715243.000000 Penalty: 1874.089111
	Iteration 0F: 2 clusters Score -1.071524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -10647349.000000 Penalty: 3748.178223
	Iteration 0F: 3 clusters Score -1.064735e+07 nChanged 48856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -10675712.000000 Penalty: 3748.178223
	Iteration 1F: 3 clusters Score -1.067571e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -10676920.000000 Penalty: 3748.178223
	Iteration 2Q: 3 clusters Score -1.067692e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -10678474.000000 Penalty: 3748.178223
	Iteration 3Q: 3 clusters Score -1.067847e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -10681220.000000 Penalty: 3748.178223
	Iteration 4F: 3 clusters Score -1.068122e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -10686090.000000 Penalty: 3748.178223
	Iteration 5F: 3 clusters Score -1.068609e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -10693186.000000 Penalty: 3748.178223
	Iteration 6F: 3 clusters Score -1.069319e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -10701135.000000 Penalty: 3748.178223
	Iteration 7F: 3 clusters Score -1.070114e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -10707256.000000 Penalty: 3748.178223
	Iteration 8F: 3 clusters Score -1.070726e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -10710732.000000 Penalty: 3748.178223
	Iteration 9Q: 3 clusters Score -1.071073e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -10712277.000000 Penalty: 3748.178223
	Iteration 10Q: 3 clusters Score -1.071228e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -10712961.000000 Penalty: 3748.178223
	Iteration 11Q: 3 clusters Score -1.071296e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -10713298.000000 Penalty: 3748.178223
	Iteration 12Q: 3 clusters Score -1.07133e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -10713440.000000 Penalty: 3748.178223
	Iteration 13Q: 3 clusters Score -1.071344e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -10713490.000000 Penalty: 3748.178223
	Iteration 14Q: 3 clusters Score -1.071349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -10713542.000000 Penalty: 3748.178223
	Iteration 15Q: 3 clusters Score -1.071354e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -10713562.000000 Penalty: 3748.178223
	Iteration 16Q: 3 clusters Score -1.071356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -10713599.000000 Penalty: 3748.178223
	Iteration 17Q: 3 clusters Score -1.07136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -10713642.000000 Penalty: 3748.178223
	Iteration 18Q: 3 clusters Score -1.071364e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -10713667.000000 Penalty: 3748.178223
	Iteration 19Q: 3 clusters Score -1.071367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -10713686.000000 Penalty: 3748.178223
	Iteration 20F: 3 clusters Score -1.071369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -10713698.000000 Penalty: 3748.178223
	Iteration 21Q: 3 clusters Score -1.07137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -10713711.000000 Penalty: 3748.178223
	Iteration 22Q: 3 clusters Score -1.071371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -10713733.000000 Penalty: 3748.178223
	Iteration 23Q: 3 clusters Score -1.071373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -10713743.000000 Penalty: 3748.178223
	Iteration 24Q: 3 clusters Score -1.071374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -10713746.000000 Penalty: 3748.178223
	Iteration 25Q: 3 clusters Score -1.071375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -10713762.000000 Penalty: 3748.178223
	Iteration 26Q: 3 clusters Score -1.071376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -10713763.000000 Penalty: 3748.178223
	Iteration 27Q: 3 clusters Score -1.071376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -10713778.000000 Penalty: 3748.178223
	Iteration 28Q: 3 clusters Score -1.071378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -10713777.000000 Penalty: 3748.178223
	Iteration 29Q: 3 clusters Score -1.071378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -10713781.000000 Penalty: 3748.178223
	Iteration 30Q: 3 clusters Score -1.071378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -10713772.000000 Penalty: 3748.178223
	Iteration 31Q: 3 clusters Score -1.071377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -10713775.000000 Penalty: 3748.178223
	Iteration 32Q: 3 clusters Score -1.071378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -10713777.000000 Penalty: 3748.178223
	Iteration 33Q: 3 clusters Score -1.071378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -10713777.000000 Penalty: 3748.178223
	Iteration 34Q: 3 clusters Score -1.071378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -10713777.000000 Penalty: 3748.178223
	Iteration 35F: 3 clusters Score -1.071378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -167703.718750 Penalty: 1227.409058
	Iteration 0F: 2 clusters Score -167703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -165712.062500 Penalty: 2454.818115
	Iteration 0F: 3 clusters Score -165712.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -166282.390625 Penalty: 2454.818115
	Iteration 1F: 3 clusters Score -166282.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -166517.796875 Penalty: 2454.818115
	Iteration 2F: 3 clusters Score -166517.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -166741.890625 Penalty: 2454.818115
	Iteration 3F: 3 clusters Score -166741.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -166948.546875 Penalty: 2454.818115
	Iteration 4F: 3 clusters Score -166948.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -167150.937500 Penalty: 2454.818115
	Iteration 5F: 3 clusters Score -167150.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -167367.062500 Penalty: 2454.818115
	Iteration 6F: 3 clusters Score -167367.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -167481.437500 Penalty: 2454.818115
	Iteration 7Q: 3 clusters Score -167481.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -167568.593750 Penalty: 2454.818115
	Iteration 8Q: 3 clusters Score -167568.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -167620.437500 Penalty: 2454.818115
	Iteration 9Q: 3 clusters Score -167620.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -167662.203125 Penalty: 2454.818115
	Iteration 10Q: 3 clusters Score -167662.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167708.421875 Penalty: 2454.818115
	Iteration 11Q: 3 clusters Score -167708.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -167736.421875 Penalty: 2454.818115
	Iteration 12Q: 3 clusters Score -167736.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -167757.000000 Penalty: 2454.818115
	Iteration 13Q: 3 clusters Score -167757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -167776.437500 Penalty: 2454.818115
	Iteration 14Q: 3 clusters Score -167776.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -167783.562500 Penalty: 2454.818115
	Iteration 15Q: 3 clusters Score -167783.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -167787.000000 Penalty: 2454.818115
	Iteration 16Q: 3 clusters Score -167787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -167789.625000 Penalty: 2454.818115
	Iteration 17Q: 3 clusters Score -167789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167794.812500 Penalty: 2454.818115
	Iteration 18Q: 3 clusters Score -167794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -167798.406250 Penalty: 2454.818115
	Iteration 19Q: 3 clusters Score -167798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167802.921875 Penalty: 2454.818115
	Iteration 20F: 3 clusters Score -167802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -167804.546875 Penalty: 2454.818115
	Iteration 21Q: 3 clusters Score -167804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167807.062500 Penalty: 2454.818115
	Iteration 22Q: 3 clusters Score -167807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167807.937500 Penalty: 2454.818115
	Iteration 23Q: 3 clusters Score -167807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167809.140625 Penalty: 2454.818115
	Iteration 24Q: 3 clusters Score -167809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167809.140625 Penalty: 2454.818115
	Iteration 25F: 3 clusters Score -167809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1028 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Mstep: Class 50 contains 879 members 
Entering Unmasked Estep 
Score: -154061632.000000 Penalty: 115734.070312
Splitting cluster 23 changes total score from -154062720.000000 to -154061632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (37755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Entering Unmasked Estep 
Score: -3925797.250000 Penalty: 1712.567017
	Iteration 0F: 2 clusters Score -3925797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3900444.000000 Penalty: 3425.134033
	Iteration 0F: 3 clusters Score -3900444 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3910112.750000 Penalty: 3425.134033
	Iteration 1F: 3 clusters Score -3910113 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3910686.500000 Penalty: 3425.134033
	Iteration 2Q: 3 clusters Score -3910686 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3911322.500000 Penalty: 3425.134033
	Iteration 3Q: 3 clusters Score -3911322 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3912082.750000 Penalty: 3425.134033
	Iteration 4Q: 3 clusters Score -3912083 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3912935.500000 Penalty: 3425.134033
	Iteration 5F: 3 clusters Score -3912936 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3914007.500000 Penalty: 3425.134033
	Iteration 6F: 3 clusters Score -3914008 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3915358.750000 Penalty: 3425.134033
	Iteration 7F: 3 clusters Score -3915359 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3917052.750000 Penalty: 3425.134033
	Iteration 8F: 3 clusters Score -3917053 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3918682.000000 Penalty: 3425.134033
	Iteration 9F: 3 clusters Score -3918682 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3919865.750000 Penalty: 3425.134033
	Iteration 10Q: 3 clusters Score -3919866 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3920498.500000 Penalty: 3425.134033
	Iteration 11Q: 3 clusters Score -3920498 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3920741.750000 Penalty: 3425.134033
	Iteration 12Q: 3 clusters Score -3920742 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3920917.750000 Penalty: 3425.134033
	Iteration 13Q: 3 clusters Score -3920918 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3921069.500000 Penalty: 3425.134033
	Iteration 14Q: 3 clusters Score -3921070 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3921189.500000 Penalty: 3425.134033
	Iteration 15Q: 3 clusters Score -3921190 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3921308.250000 Penalty: 3425.134033
	Iteration 16Q: 3 clusters Score -3921308 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3921427.500000 Penalty: 3425.134033
	Iteration 17Q: 3 clusters Score -3921428 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3921549.750000 Penalty: 3425.134033
	Iteration 18Q: 3 clusters Score -3921550 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3921693.000000 Penalty: 3425.134033
	Iteration 19Q: 3 clusters Score -3921693 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3921850.750000 Penalty: 3425.134033
	Iteration 20F: 3 clusters Score -3921851 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3922017.250000 Penalty: 3425.134033
	Iteration 21Q: 3 clusters Score -3922017 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3922182.500000 Penalty: 3425.134033
	Iteration 22Q: 3 clusters Score -3922182 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3922363.750000 Penalty: 3425.134033
	Iteration 23Q: 3 clusters Score -3922364 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3922560.750000 Penalty: 3425.134033
	Iteration 24Q: 3 clusters Score -3922561 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3922693.750000 Penalty: 3425.134033
	Iteration 25Q: 3 clusters Score -3922694 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3922837.000000 Penalty: 3425.134033
	Iteration 26Q: 3 clusters Score -3922837 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3922986.500000 Penalty: 3425.134033
	Iteration 27Q: 3 clusters Score -3922986 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -3923112.750000 Penalty: 3425.134033
	Iteration 28Q: 3 clusters Score -3923113 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -3923223.000000 Penalty: 3425.134033
	Iteration 29Q: 3 clusters Score -3923223 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -3923334.500000 Penalty: 3425.134033
	Iteration 30Q: 3 clusters Score -3923334 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -3923450.250000 Penalty: 3425.134033
	Iteration 31Q: 3 clusters Score -3923450 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3923551.000000 Penalty: 3425.134033
	Iteration 32Q: 3 clusters Score -3923551 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3923653.000000 Penalty: 3425.134033
	Iteration 33Q: 3 clusters Score -3923653 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3923751.750000 Penalty: 3425.134033
	Iteration 34Q: 3 clusters Score -3923752 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -3923844.500000 Penalty: 3425.134033
	Iteration 35Q: 3 clusters Score -3923844 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -3923958.750000 Penalty: 3425.134033
	Iteration 36Q: 3 clusters Score -3923959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -3924045.000000 Penalty: 3425.134033
	Iteration 37Q: 3 clusters Score -3924045 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -3924116.500000 Penalty: 3425.134033
	Iteration 38Q: 3 clusters Score -3924116 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -3924191.500000 Penalty: 3425.134033
	Iteration 39Q: 3 clusters Score -3924192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -3924253.000000 Penalty: 3425.134033
	Iteration 40F: 3 clusters Score -3924253 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -3924318.000000 Penalty: 3425.134033
	Iteration 41Q: 3 clusters Score -3924318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -3924369.750000 Penalty: 3425.134033
	Iteration 42Q: 3 clusters Score -3924370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -3924407.250000 Penalty: 3425.134033
	Iteration 43Q: 3 clusters Score -3924407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -3924448.500000 Penalty: 3425.134033
	Iteration 44Q: 3 clusters Score -3924448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3924478.250000 Penalty: 3425.134033
	Iteration 45Q: 3 clusters Score -3924478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -3924506.250000 Penalty: 3425.134033
	Iteration 46Q: 3 clusters Score -3924506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -3924522.750000 Penalty: 3425.134033
	Iteration 47Q: 3 clusters Score -3924523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3924542.000000 Penalty: 3425.134033
	Iteration 48Q: 3 clusters Score -3924542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -3924551.250000 Penalty: 3425.134033
	Iteration 49Q: 3 clusters Score -3924551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3924559.500000 Penalty: 3425.134033
	Iteration 50Q: 3 clusters Score -3924560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -3924574.250000 Penalty: 3425.134033
	Iteration 51Q: 3 clusters Score -3924574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -3924569.500000 Penalty: 3425.134033
	Iteration 52Q: 3 clusters Score -3924570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3924569.250000 Penalty: 3425.134033
	Iteration 53Q: 3 clusters Score -3924569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -3924581.000000 Penalty: 3425.134033
	Iteration 54Q: 3 clusters Score -3924581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -3924582.000000 Penalty: 3425.134033
	Iteration 55Q: 3 clusters Score -3924582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3924582.250000 Penalty: 3425.134033
	Iteration 56Q: 3 clusters Score -3924582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -3924583.000000 Penalty: 3425.134033
	Iteration 57Q: 3 clusters Score -3924583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -3924582.250000 Penalty: 3425.134033
	Iteration 58Q: 3 clusters Score -3924582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -3924584.500000 Penalty: 3425.134033
	Iteration 59Q: 3 clusters Score -3924584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -3924587.250000 Penalty: 3425.134033
	Iteration 60F: 3 clusters Score -3924587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Entering Unmasked Estep 
Score: -16150684.000000 Penalty: 1942.310913
	Iteration 0F: 2 clusters Score -1.615068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -16049465.000000 Penalty: 3884.621826
	Iteration 0F: 3 clusters Score -1.604946e+07 nChanged 74967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -16094980.000000 Penalty: 3884.621826
	Iteration 1F: 3 clusters Score -1.609498e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -16096673.000000 Penalty: 3884.621826
	Iteration 2Q: 3 clusters Score -1.609667e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -16098595.000000 Penalty: 3884.621826
	Iteration 3Q: 3 clusters Score -1.60986e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -16101016.000000 Penalty: 3884.621826
	Iteration 4Q: 3 clusters Score -1.610102e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -16104697.000000 Penalty: 3884.621826
	Iteration 5Q: 3 clusters Score -1.61047e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -16109433.000000 Penalty: 3884.621826
	Iteration 6F: 3 clusters Score -1.610943e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -16115823.000000 Penalty: 3884.621826
	Iteration 7F: 3 clusters Score -1.611582e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -16122908.000000 Penalty: 3884.621826
	Iteration 8F: 3 clusters Score -1.612291e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 103118 members 
Entering Unmasked Estep 
Score: -16128273.000000 Penalty: 3884.621826
	Iteration 9F: 3 clusters Score -1.612827e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -16131592.000000 Penalty: 3884.621826
	Iteration 10Q: 3 clusters Score -1.613159e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -16133444.000000 Penalty: 3884.621826
	Iteration 11Q: 3 clusters Score -1.613344e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -16135236.000000 Penalty: 3884.621826
	Iteration 12Q: 3 clusters Score -1.613524e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -16136889.000000 Penalty: 3884.621826
	Iteration 13Q: 3 clusters Score -1.613689e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -16138344.000000 Penalty: 3884.621826
	Iteration 14Q: 3 clusters Score -1.613834e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -16139600.000000 Penalty: 3884.621826
	Iteration 15Q: 3 clusters Score -1.61396e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -16140892.000000 Penalty: 3884.621826
	Iteration 16Q: 3 clusters Score -1.614089e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -16141990.000000 Penalty: 3884.621826
	Iteration 17Q: 3 clusters Score -1.614199e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -16142953.000000 Penalty: 3884.621826
	Iteration 18Q: 3 clusters Score -1.614295e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 118546 members 
Entering Unmasked Estep 
Score: -16143705.000000 Penalty: 3884.621826
	Iteration 19Q: 3 clusters Score -1.61437e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -16144330.000000 Penalty: 3884.621826
	Iteration 20F: 3 clusters Score -1.614433e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -16144844.000000 Penalty: 3884.621826
	Iteration 21Q: 3 clusters Score -1.614484e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 121345 members 
Entering Unmasked Estep 
Score: -16145163.000000 Penalty: 3884.621826
	Iteration 22Q: 3 clusters Score -1.614516e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -16145464.000000 Penalty: 3884.621826
	Iteration 23Q: 3 clusters Score -1.614546e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -16145746.000000 Penalty: 3884.621826
	Iteration 24Q: 3 clusters Score -1.614575e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -16145983.000000 Penalty: 3884.621826
	Iteration 25Q: 3 clusters Score -1.614598e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -16146186.000000 Penalty: 3884.621826
	Iteration 26Q: 3 clusters Score -1.614619e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 125251 members 
Entering Unmasked Estep 
Score: -16146323.000000 Penalty: 3884.621826
	Iteration 27Q: 3 clusters Score -1.614632e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -16146365.000000 Penalty: 3884.621826
	Iteration 28Q: 3 clusters Score -1.614636e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 126619 members 
Entering Unmasked Estep 
Score: -16146471.000000 Penalty: 3884.621826
	Iteration 29Q: 3 clusters Score -1.614647e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -16146577.000000 Penalty: 3884.621826
	Iteration 30Q: 3 clusters Score -1.614658e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -16146729.000000 Penalty: 3884.621826
	Iteration 31Q: 3 clusters Score -1.614673e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -16146816.000000 Penalty: 3884.621826
	Iteration 32Q: 3 clusters Score -1.614682e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 129189 members 
Entering Unmasked Estep 
Score: -16146988.000000 Penalty: 3884.621826
	Iteration 33Q: 3 clusters Score -1.614699e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 129839 members 
Entering Unmasked Estep 
Score: -16147168.000000 Penalty: 3884.621826
	Iteration 34Q: 3 clusters Score -1.614717e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 130418 members 
Entering Unmasked Estep 
Score: -16147238.000000 Penalty: 3884.621826
	Iteration 35Q: 3 clusters Score -1.614724e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 131004 members 
Entering Unmasked Estep 
Score: -16147354.000000 Penalty: 3884.621826
	Iteration 36Q: 3 clusters Score -1.614735e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -16147425.000000 Penalty: 3884.621826
	Iteration 37Q: 3 clusters Score -1.614742e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 132163 members 
Entering Unmasked Estep 
Score: -16147539.000000 Penalty: 3884.621826
	Iteration 38Q: 3 clusters Score -1.614754e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -16147584.000000 Penalty: 3884.621826
	Iteration 39Q: 3 clusters Score -1.614758e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -16147678.000000 Penalty: 3884.621826
	Iteration 40F: 3 clusters Score -1.614768e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -16147785.000000 Penalty: 3884.621826
	Iteration 41Q: 3 clusters Score -1.614778e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 134301 members 
Entering Unmasked Estep 
Score: -16147882.000000 Penalty: 3884.621826
	Iteration 42Q: 3 clusters Score -1.614788e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 134795 members 
Entering Unmasked Estep 
Score: -16148030.000000 Penalty: 3884.621826
	Iteration 43Q: 3 clusters Score -1.614803e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -16148138.000000 Penalty: 3884.621826
	Iteration 44Q: 3 clusters Score -1.614814e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 135806 members 
Entering Unmasked Estep 
Score: -16148210.000000 Penalty: 3884.621826
	Iteration 45Q: 3 clusters Score -1.614821e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -16148330.000000 Penalty: 3884.621826
	Iteration 46Q: 3 clusters Score -1.614833e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -16148444.000000 Penalty: 3884.621826
	Iteration 47Q: 3 clusters Score -1.614844e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -16148532.000000 Penalty: 3884.621826
	Iteration 48Q: 3 clusters Score -1.614853e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 137864 members 
Entering Unmasked Estep 
Score: -16148618.000000 Penalty: 3884.621826
	Iteration 49Q: 3 clusters Score -1.614862e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 138388 members 
Entering Unmasked Estep 
Score: -16148735.000000 Penalty: 3884.621826
	Iteration 50Q: 3 clusters Score -1.614874e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -16148823.000000 Penalty: 3884.621826
	Iteration 51Q: 3 clusters Score -1.614882e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 139387 members 
Entering Unmasked Estep 
Score: -16148926.000000 Penalty: 3884.621826
	Iteration 52Q: 3 clusters Score -1.614893e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 139859 members 
Entering Unmasked Estep 
Score: -16149006.000000 Penalty: 3884.621826
	Iteration 53Q: 3 clusters Score -1.614901e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 140314 members 
Entering Unmasked Estep 
Score: -16149112.000000 Penalty: 3884.621826
	Iteration 54Q: 3 clusters Score -1.614911e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -16149223.000000 Penalty: 3884.621826
	Iteration 55Q: 3 clusters Score -1.614922e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -16149294.000000 Penalty: 3884.621826
	Iteration 56Q: 3 clusters Score -1.614929e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 141444 members 
Entering Unmasked Estep 
Score: -16149333.000000 Penalty: 3884.621826
	Iteration 57Q: 3 clusters Score -1.614933e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -16149385.000000 Penalty: 3884.621826
	Iteration 58Q: 3 clusters Score -1.614938e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -16149412.000000 Penalty: 3884.621826
	Iteration 59Q: 3 clusters Score -1.614941e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 142510 members 
Entering Unmasked Estep 
Score: -16149502.000000 Penalty: 3884.621826
	Iteration 60F: 3 clusters Score -1.61495e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 142822 members 
Entering Unmasked Estep 
Score: -16149539.000000 Penalty: 3884.621826
	Iteration 61Q: 3 clusters Score -1.614954e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 143126 members 
Entering Unmasked Estep 
Score: -16149590.000000 Penalty: 3884.621826
	Iteration 62Q: 3 clusters Score -1.614959e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -16149649.000000 Penalty: 3884.621826
	Iteration 63Q: 3 clusters Score -1.614965e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -16149659.000000 Penalty: 3884.621826
	Iteration 64Q: 3 clusters Score -1.614966e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -16149708.000000 Penalty: 3884.621826
	Iteration 65Q: 3 clusters Score -1.614971e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -16149674.000000 Penalty: 3884.621826
	Iteration 66Q: 3 clusters Score -1.614967e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 144560 members 
Entering Unmasked Estep 
Score: -16149718.000000 Penalty: 3884.621826
	Iteration 67Q: 3 clusters Score -1.614972e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -16149746.000000 Penalty: 3884.621826
	Iteration 68Q: 3 clusters Score -1.614975e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -16149783.000000 Penalty: 3884.621826
	Iteration 69Q: 3 clusters Score -1.614978e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 145312 members 
Entering Unmasked Estep 
Score: -16149824.000000 Penalty: 3884.621826
	Iteration 70Q: 3 clusters Score -1.614982e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 145541 members 
Entering Unmasked Estep 
Score: -16149870.000000 Penalty: 3884.621826
	Iteration 71Q: 3 clusters Score -1.614987e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 145785 members 
Entering Unmasked Estep 
Score: -16149829.000000 Penalty: 3884.621826
	Iteration 72Q: 3 clusters Score -1.614983e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 145994 members 
Entering Unmasked Estep 
Score: -16149827.000000 Penalty: 3884.621826
	Iteration 73Q: 3 clusters Score -1.614983e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
Score: -16149876.000000 Penalty: 3884.621826
	Iteration 74Q: 3 clusters Score -1.614988e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -16149849.000000 Penalty: 3884.621826
	Iteration 75Q: 3 clusters Score -1.614985e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -16149818.000000 Penalty: 3884.621826
	Iteration 76Q: 3 clusters Score -1.614982e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -16149836.000000 Penalty: 3884.621826
	Iteration 77Q: 3 clusters Score -1.614984e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -16149871.000000 Penalty: 3884.621826
	Iteration 78Q: 3 clusters Score -1.614987e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 147276 members 
Entering Unmasked Estep 
Score: -16149856.000000 Penalty: 3884.621826
	Iteration 79Q: 3 clusters Score -1.614986e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -16149890.000000 Penalty: 3884.621826
	Iteration 80F: 3 clusters Score -1.614989e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -16149940.000000 Penalty: 3884.621826
	Iteration 81Q: 3 clusters Score -1.614994e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -16149981.000000 Penalty: 3884.621826
	Iteration 82Q: 3 clusters Score -1.614998e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 148045 members 
Entering Unmasked Estep 
Score: -16149989.000000 Penalty: 3884.621826
	Iteration 83Q: 3 clusters Score -1.614999e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -16150000.000000 Penalty: 3884.621826
	Iteration 84Q: 3 clusters Score -1.615e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -16150005.000000 Penalty: 3884.621826
	Iteration 85Q: 3 clusters Score -1.615e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -16150029.000000 Penalty: 3884.621826
	Iteration 86Q: 3 clusters Score -1.615003e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -16149978.000000 Penalty: 3884.621826
	Iteration 87Q: 3 clusters Score -1.614998e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 148870 members 
Entering Unmasked Estep 
Score: -16149959.000000 Penalty: 3884.621826
	Iteration 88Q: 3 clusters Score -1.614996e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -16149932.000000 Penalty: 3884.621826
	Iteration 89Q: 3 clusters Score -1.614993e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 149163 members 
Entering Unmasked Estep 
Score: -16149964.000000 Penalty: 3884.621826
	Iteration 90Q: 3 clusters Score -1.614996e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 149304 members 
Entering Unmasked Estep 
Score: -16149975.000000 Penalty: 3884.621826
	Iteration 91Q: 3 clusters Score -1.614998e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 149435 members 
Entering Unmasked Estep 
Score: -16149987.000000 Penalty: 3884.621826
	Iteration 92Q: 3 clusters Score -1.614999e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -16149949.000000 Penalty: 3884.621826
	Iteration 93Q: 3 clusters Score -1.614995e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -16149953.000000 Penalty: 3884.621826
	Iteration 94Q: 3 clusters Score -1.614995e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 149789 members 
Entering Unmasked Estep 
Score: -16149921.000000 Penalty: 3884.621826
	Iteration 95Q: 3 clusters Score -1.614992e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 149882 members 
Entering Unmasked Estep 
Score: -16149894.000000 Penalty: 3884.621826
	Iteration 96Q: 3 clusters Score -1.614989e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -16149914.000000 Penalty: 3884.621826
	Iteration 97Q: 3 clusters Score -1.614991e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 150073 members 
Entering Unmasked Estep 
Score: -16149895.000000 Penalty: 3884.621826
	Iteration 98Q: 3 clusters Score -1.61499e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -16149876.000000 Penalty: 3884.621826
	Iteration 99Q: 3 clusters Score -1.614988e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -16149856.000000 Penalty: 3884.621826
	Iteration 100F: 3 clusters Score -1.614986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -16149833.000000 Penalty: 3884.621826
	Iteration 101Q: 3 clusters Score -1.614983e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 150454 members 
Entering Unmasked Estep 
Score: -16149839.000000 Penalty: 3884.621826
	Iteration 102Q: 3 clusters Score -1.614984e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -16149869.000000 Penalty: 3884.621826
	Iteration 103Q: 3 clusters Score -1.614987e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -16149885.000000 Penalty: 3884.621826
	Iteration 104Q: 3 clusters Score -1.614988e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -16149871.000000 Penalty: 3884.621826
	Iteration 105Q: 3 clusters Score -1.614987e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -16149865.000000 Penalty: 3884.621826
	Iteration 106Q: 3 clusters Score -1.614986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -16149889.000000 Penalty: 3884.621826
	Iteration 107Q: 3 clusters Score -1.614989e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -16149894.000000 Penalty: 3884.621826
	Iteration 108Q: 3 clusters Score -1.614989e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 151235 members 
Entering Unmasked Estep 
Score: -16149898.000000 Penalty: 3884.621826
	Iteration 109Q: 3 clusters Score -1.61499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -16149879.000000 Penalty: 3884.621826
	Iteration 110Q: 3 clusters Score -1.614988e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 151442 members 
Entering Unmasked Estep 
Score: -16149868.000000 Penalty: 3884.621826
	Iteration 111Q: 3 clusters Score -1.614987e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -16149852.000000 Penalty: 3884.621826
	Iteration 112Q: 3 clusters Score -1.614985e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -16149838.000000 Penalty: 3884.621826
	Iteration 113Q: 3 clusters Score -1.614984e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 151733 members 
Entering Unmasked Estep 
Score: -16149828.000000 Penalty: 3884.621826
	Iteration 114Q: 3 clusters Score -1.614983e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 151826 members 
Entering Unmasked Estep 
Score: -16149837.000000 Penalty: 3884.621826
	Iteration 115Q: 3 clusters Score -1.614984e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 151916 members 
Entering Unmasked Estep 
Score: -16149824.000000 Penalty: 3884.621826
	Iteration 116Q: 3 clusters Score -1.614982e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 152000 members 
Entering Unmasked Estep 
Score: -16149807.000000 Penalty: 3884.621826
	Iteration 117Q: 3 clusters Score -1.614981e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 152074 members 
Entering Unmasked Estep 
Score: -16149804.000000 Penalty: 3884.621826
	Iteration 118Q: 3 clusters Score -1.61498e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -16149773.000000 Penalty: 3884.621826
	Iteration 119Q: 3 clusters Score -1.614977e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -16149775.000000 Penalty: 3884.621826
	Iteration 120F: 3 clusters Score -1.614978e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 152267 members 
Entering Unmasked Estep 
Score: -16149770.000000 Penalty: 3884.621826
	Iteration 121Q: 3 clusters Score -1.614977e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -16149786.000000 Penalty: 3884.621826
	Iteration 122Q: 3 clusters Score -1.614979e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -16149749.000000 Penalty: 3884.621826
	Iteration 123Q: 3 clusters Score -1.614975e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -16149740.000000 Penalty: 3884.621826
	Iteration 124Q: 3 clusters Score -1.614974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -16149760.000000 Penalty: 3884.621826
	Iteration 125Q: 3 clusters Score -1.614976e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 152570 members 
Entering Unmasked Estep 
Score: -16149766.000000 Penalty: 3884.621826
	Iteration 126Q: 3 clusters Score -1.614977e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -16149751.000000 Penalty: 3884.621826
	Iteration 127Q: 3 clusters Score -1.614975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 152690 members 
Entering Unmasked Estep 
Score: -16149763.000000 Penalty: 3884.621826
	Iteration 128Q: 3 clusters Score -1.614976e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 152760 members 
Entering Unmasked Estep 
Score: -16149731.000000 Penalty: 3884.621826
	Iteration 129Q: 3 clusters Score -1.614973e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 152822 members 
Entering Unmasked Estep 
Score: -16149744.000000 Penalty: 3884.621826
	Iteration 130Q: 3 clusters Score -1.614974e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -16149722.000000 Penalty: 3884.621826
	Iteration 131Q: 3 clusters Score -1.614972e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -16149716.000000 Penalty: 3884.621826
	Iteration 132Q: 3 clusters Score -1.614972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -16149684.000000 Penalty: 3884.621826
	Iteration 133Q: 3 clusters Score -1.614968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -16149674.000000 Penalty: 3884.621826
	Iteration 134Q: 3 clusters Score -1.614967e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 153056 members 
Entering Unmasked Estep 
Score: -16149693.000000 Penalty: 3884.621826
	Iteration 135Q: 3 clusters Score -1.614969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -16149701.000000 Penalty: 3884.621826
	Iteration 136Q: 3 clusters Score -1.61497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -16149688.000000 Penalty: 3884.621826
	Iteration 137Q: 3 clusters Score -1.614969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -16149692.000000 Penalty: 3884.621826
	Iteration 138Q: 3 clusters Score -1.614969e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -16149677.000000 Penalty: 3884.621826
	Iteration 139Q: 3 clusters Score -1.614968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -16149657.000000 Penalty: 3884.621826
	Iteration 140F: 3 clusters Score -1.614966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -16149645.000000 Penalty: 3884.621826
	Iteration 141Q: 3 clusters Score -1.614964e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 153355 members 
Entering Unmasked Estep 
Score: -16149647.000000 Penalty: 3884.621826
	Iteration 142Q: 3 clusters Score -1.614965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 153390 members 
Entering Unmasked Estep 
Score: -16149651.000000 Penalty: 3884.621826
	Iteration 143Q: 3 clusters Score -1.614965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -16149645.000000 Penalty: 3884.621826
	Iteration 144Q: 3 clusters Score -1.614964e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -16149648.000000 Penalty: 3884.621826
	Iteration 145Q: 3 clusters Score -1.614965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -16149639.000000 Penalty: 3884.621826
	Iteration 146Q: 3 clusters Score -1.614964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -16149636.000000 Penalty: 3884.621826
	Iteration 147Q: 3 clusters Score -1.614964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -16149659.000000 Penalty: 3884.621826
	Iteration 148Q: 3 clusters Score -1.614966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -16149640.000000 Penalty: 3884.621826
	Iteration 149Q: 3 clusters Score -1.614964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -16149642.000000 Penalty: 3884.621826
	Iteration 150Q: 3 clusters Score -1.614964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 153544 members 
Entering Unmasked Estep 
Score: -16149647.000000 Penalty: 3884.621826
	Iteration 151Q: 3 clusters Score -1.614965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -16149619.000000 Penalty: 3884.621826
	Iteration 152Q: 3 clusters Score -1.614962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 153570 members 
Entering Unmasked Estep 
Score: -16149621.000000 Penalty: 3884.621826
	Iteration 153Q: 3 clusters Score -1.614962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -16149615.000000 Penalty: 3884.621826
	Iteration 154Q: 3 clusters Score -1.614962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 153589 members 
Entering Unmasked Estep 
Score: -16149622.000000 Penalty: 3884.621826
	Iteration 155Q: 3 clusters Score -1.614962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -16149632.000000 Penalty: 3884.621826
	Iteration 156Q: 3 clusters Score -1.614963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 153608 members 
Entering Unmasked Estep 
Score: -16149630.000000 Penalty: 3884.621826
	Iteration 157Q: 3 clusters Score -1.614963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -16149630.000000 Penalty: 3884.621826
	Iteration 158Q: 3 clusters Score -1.614963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 153620 members 
Entering Unmasked Estep 
Score: -16149635.000000 Penalty: 3884.621826
	Iteration 159Q: 3 clusters Score -1.614964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -16149638.000000 Penalty: 3884.621826
	Iteration 160F: 3 clusters Score -1.614964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 153638 members 
Entering Unmasked Estep 
Score: -16149641.000000 Penalty: 3884.621826
	Iteration 161Q: 3 clusters Score -1.614964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -16149642.000000 Penalty: 3884.621826
	Iteration 162Q: 3 clusters Score -1.614964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -16149638.000000 Penalty: 3884.621826
	Iteration 163Q: 3 clusters Score -1.614964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 153677 members 
Entering Unmasked Estep 
Score: -16149656.000000 Penalty: 3884.621826
	Iteration 164Q: 3 clusters Score -1.614966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -16149659.000000 Penalty: 3884.621826
	Iteration 165Q: 3 clusters Score -1.614966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 153697 members 
Entering Unmasked Estep 
Score: -16149653.000000 Penalty: 3884.621826
	Iteration 166Q: 3 clusters Score -1.614965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -16149651.000000 Penalty: 3884.621826
	Iteration 167Q: 3 clusters Score -1.614965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 153705 members 
Entering Unmasked Estep 
Score: -16149646.000000 Penalty: 3884.621826
	Iteration 168Q: 3 clusters Score -1.614965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 153708 members 
Entering Unmasked Estep 
Score: -16149643.000000 Penalty: 3884.621826
	Iteration 169Q: 3 clusters Score -1.614964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 153709 members 
Entering Unmasked Estep 
Score: -16149646.000000 Penalty: 3884.621826
	Iteration 170Q: 3 clusters Score -1.614965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 153709 members 
Entering Unmasked Estep 
Score: -16149646.000000 Penalty: 3884.621826
	Iteration 171F: 3 clusters Score -1.614965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Entering Unmasked Estep 
Score: -1565038.375000 Penalty: 1562.004028
	Iteration 0F: 2 clusters Score -1565038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1554688.250000 Penalty: 3124.008057
	Iteration 0F: 3 clusters Score -1554688 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1558424.875000 Penalty: 3124.008057
	Iteration 1F: 3 clusters Score -1558425 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1558872.000000 Penalty: 3124.008057
	Iteration 2F: 3 clusters Score -1558872 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1559399.750000 Penalty: 3124.008057
	Iteration 3F: 3 clusters Score -1559400 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1560047.375000 Penalty: 3124.008057
	Iteration 4F: 3 clusters Score -1560047 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1560748.375000 Penalty: 3124.008057
	Iteration 5F: 3 clusters Score -1560748 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1561477.125000 Penalty: 3124.008057
	Iteration 6F: 3 clusters Score -1561477 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1562146.375000 Penalty: 3124.008057
	Iteration 7F: 3 clusters Score -1562146 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1562618.375000 Penalty: 3124.008057
	Iteration 8Q: 3 clusters Score -1562618 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1562879.000000 Penalty: 3124.008057
	Iteration 9Q: 3 clusters Score -1562879 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1563055.375000 Penalty: 3124.008057
	Iteration 10Q: 3 clusters Score -1563055 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1563192.375000 Penalty: 3124.008057
	Iteration 11Q: 3 clusters Score -1563192 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1563314.125000 Penalty: 3124.008057
	Iteration 12Q: 3 clusters Score -1563314 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1563438.625000 Penalty: 3124.008057
	Iteration 13Q: 3 clusters Score -1563439 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1563557.625000 Penalty: 3124.008057
	Iteration 14Q: 3 clusters Score -1563558 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1563665.625000 Penalty: 3124.008057
	Iteration 15Q: 3 clusters Score -1563666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1563774.500000 Penalty: 3124.008057
	Iteration 16Q: 3 clusters Score -1563774 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1563910.000000 Penalty: 3124.008057
	Iteration 17Q: 3 clusters Score -1563910 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1564049.375000 Penalty: 3124.008057
	Iteration 18Q: 3 clusters Score -1564049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1564179.750000 Penalty: 3124.008057
	Iteration 19Q: 3 clusters Score -1564180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1564287.000000 Penalty: 3124.008057
	Iteration 20F: 3 clusters Score -1564287 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1564343.500000 Penalty: 3124.008057
	Iteration 21Q: 3 clusters Score -1564344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1564373.750000 Penalty: 3124.008057
	Iteration 22Q: 3 clusters Score -1564374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1564396.250000 Penalty: 3124.008057
	Iteration 23Q: 3 clusters Score -1564396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1564412.250000 Penalty: 3124.008057
	Iteration 24Q: 3 clusters Score -1564412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1564423.375000 Penalty: 3124.008057
	Iteration 25Q: 3 clusters Score -1564423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1564427.125000 Penalty: 3124.008057
	Iteration 26Q: 3 clusters Score -1564427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1564435.625000 Penalty: 3124.008057
	Iteration 27Q: 3 clusters Score -1564436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1564436.250000 Penalty: 3124.008057
	Iteration 28Q: 3 clusters Score -1564436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1564440.625000 Penalty: 3124.008057
	Iteration 29Q: 3 clusters Score -1564441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1564439.750000 Penalty: 3124.008057
	Iteration 30Q: 3 clusters Score -1564440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1564437.500000 Penalty: 3124.008057
	Iteration 31Q: 3 clusters Score -1564438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1564438.875000 Penalty: 3124.008057
	Iteration 32Q: 3 clusters Score -1564439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1564439.500000 Penalty: 3124.008057
	Iteration 33Q: 3 clusters Score -1564440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1564439.625000 Penalty: 3124.008057
	Iteration 34Q: 3 clusters Score -1564440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1564441.500000 Penalty: 3124.008057
	Iteration 35Q: 3 clusters Score -1564442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1564443.000000 Penalty: 3124.008057
	Iteration 36Q: 3 clusters Score -1564443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1564444.375000 Penalty: 3124.008057
	Iteration 37Q: 3 clusters Score -1564444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1564442.000000 Penalty: 3124.008057
	Iteration 38Q: 3 clusters Score -1564442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1564446.750000 Penalty: 3124.008057
	Iteration 39Q: 3 clusters Score -1564447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1564445.375000 Penalty: 3124.008057
	Iteration 40F: 3 clusters Score -1564445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1564445.375000 Penalty: 3124.008057
	Iteration 41Q: 3 clusters Score -1564445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1564448.000000 Penalty: 3124.008057
	Iteration 42Q: 3 clusters Score -1564448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1564447.375000 Penalty: 3124.008057
	Iteration 43Q: 3 clusters Score -1564447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1564447.375000 Penalty: 3124.008057
	Iteration 44F: 3 clusters Score -1564447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Entering Unmasked Estep 
Score: -760382.562500 Penalty: 1453.171143
	Iteration 0F: 2 clusters Score -760382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -754799.875000 Penalty: 2906.342285
	Iteration 0F: 3 clusters Score -754799.9 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -756736.687500 Penalty: 2906.342285
	Iteration 1F: 3 clusters Score -756736.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -757208.437500 Penalty: 2906.342285
	Iteration 2F: 3 clusters Score -757208.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -757850.187500 Penalty: 2906.342285
	Iteration 3F: 3 clusters Score -757850.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -758660.750000 Penalty: 2906.342285
	Iteration 4F: 3 clusters Score -758660.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -759411.812500 Penalty: 2906.342285
	Iteration 5F: 3 clusters Score -759411.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -759868.125000 Penalty: 2906.342285
	Iteration 6F: 3 clusters Score -759868.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -760147.250000 Penalty: 2906.342285
	Iteration 7Q: 3 clusters Score -760147.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -760291.687500 Penalty: 2906.342285
	Iteration 8Q: 3 clusters Score -760291.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -760373.375000 Penalty: 2906.342285
	Iteration 9Q: 3 clusters Score -760373.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -760429.625000 Penalty: 2906.342285
	Iteration 10Q: 3 clusters Score -760429.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -760472.875000 Penalty: 2906.342285
	Iteration 11Q: 3 clusters Score -760472.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -760497.312500 Penalty: 2906.342285
	Iteration 12Q: 3 clusters Score -760497.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -760515.187500 Penalty: 2906.342285
	Iteration 13Q: 3 clusters Score -760515.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -760526.062500 Penalty: 2906.342285
	Iteration 14Q: 3 clusters Score -760526.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -760535.250000 Penalty: 2906.342285
	Iteration 15Q: 3 clusters Score -760535.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -760536.625000 Penalty: 2906.342285
	Iteration 16Q: 3 clusters Score -760536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -760539.000000 Penalty: 2906.342285
	Iteration 17Q: 3 clusters Score -760539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -760541.062500 Penalty: 2906.342285
	Iteration 18Q: 3 clusters Score -760541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -760546.750000 Penalty: 2906.342285
	Iteration 19Q: 3 clusters Score -760546.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -760552.437500 Penalty: 2906.342285
	Iteration 20F: 3 clusters Score -760552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -760552.687500 Penalty: 2906.342285
	Iteration 21Q: 3 clusters Score -760552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -760552.125000 Penalty: 2906.342285
	Iteration 22Q: 3 clusters Score -760552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -760552.937500 Penalty: 2906.342285
	Iteration 23Q: 3 clusters Score -760552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -760555.187500 Penalty: 2906.342285
	Iteration 24Q: 3 clusters Score -760555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -760554.750000 Penalty: 2906.342285
	Iteration 25Q: 3 clusters Score -760554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -760555.625000 Penalty: 2906.342285
	Iteration 26Q: 3 clusters Score -760555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -760554.937500 Penalty: 2906.342285
	Iteration 27Q: 3 clusters Score -760554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -760556.125000 Penalty: 2906.342285
	Iteration 28Q: 3 clusters Score -760556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -760556.125000 Penalty: 2906.342285
	Iteration 29F: 3 clusters Score -760556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 4485 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Mstep: Class 50 contains 3166 members 
Entering Unmasked Estep 
Score: -154061232.000000 Penalty: 115734.070312
Splitting cluster 27 changes total score from -154062720.000000 to -154061232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (186657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186657 members 
Entering Unmasked Estep 
Score: -19454874.000000 Penalty: 1972.266968
	Iteration 0F: 2 clusters Score -1.945487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -19336140.000000 Penalty: 3944.533936
	Iteration 0F: 3 clusters Score -1.933614e+07 nChanged 90357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -19389580.000000 Penalty: 3944.533936
	Iteration 1F: 3 clusters Score -1.938958e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -19390892.000000 Penalty: 3944.533936
	Iteration 2Q: 3 clusters Score -1.939089e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -19392704.000000 Penalty: 3944.533936
	Iteration 3Q: 3 clusters Score -1.93927e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -19395446.000000 Penalty: 3944.533936
	Iteration 4Q: 3 clusters Score -1.939545e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -19399606.000000 Penalty: 3944.533936
	Iteration 5Q: 3 clusters Score -1.939961e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 116523 members 
Entering Unmasked Estep 
Score: -19405812.000000 Penalty: 3944.533936
	Iteration 6F: 3 clusters Score -1.940581e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 124921 members 
Entering Unmasked Estep 
Score: -19414140.000000 Penalty: 3944.533936
	Iteration 7F: 3 clusters Score -1.941414e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 133116 members 
Entering Unmasked Estep 
Score: -19422944.000000 Penalty: 3944.533936
	Iteration 8F: 3 clusters Score -1.942294e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 139901 members 
Entering Unmasked Estep 
Score: -19430076.000000 Penalty: 3944.533936
	Iteration 9F: 3 clusters Score -1.943008e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -19434272.000000 Penalty: 3944.533936
	Iteration 10Q: 3 clusters Score -1.943427e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 149438 members 
Entering Unmasked Estep 
Score: -19436908.000000 Penalty: 3944.533936
	Iteration 11Q: 3 clusters Score -1.943691e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 153264 members 
Entering Unmasked Estep 
Score: -19438422.000000 Penalty: 3944.533936
	Iteration 12Q: 3 clusters Score -1.943842e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -19439396.000000 Penalty: 3944.533936
	Iteration 13Q: 3 clusters Score -1.94394e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 159231 members 
Entering Unmasked Estep 
Score: -19440256.000000 Penalty: 3944.533936
	Iteration 14Q: 3 clusters Score -1.944026e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 161805 members 
Entering Unmasked Estep 
Score: -19441080.000000 Penalty: 3944.533936
	Iteration 15Q: 3 clusters Score -1.944108e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -19441940.000000 Penalty: 3944.533936
	Iteration 16Q: 3 clusters Score -1.944194e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 166350 members 
Entering Unmasked Estep 
Score: -19442602.000000 Penalty: 3944.533936
	Iteration 17Q: 3 clusters Score -1.94426e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -19443624.000000 Penalty: 3944.533936
	Iteration 18Q: 3 clusters Score -1.944362e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 170442 members 
Entering Unmasked Estep 
Score: -19444456.000000 Penalty: 3944.533936
	Iteration 19Q: 3 clusters Score -1.944446e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 172336 members 
Entering Unmasked Estep 
Score: -19445388.000000 Penalty: 3944.533936
	Iteration 20F: 3 clusters Score -1.944539e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 174070 members 
Entering Unmasked Estep 
Score: -19446122.000000 Penalty: 3944.533936
	Iteration 21Q: 3 clusters Score -1.944612e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -19446852.000000 Penalty: 3944.533936
	Iteration 22Q: 3 clusters Score -1.944685e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 177158 members 
Entering Unmasked Estep 
Score: -19447548.000000 Penalty: 3944.533936
	Iteration 23Q: 3 clusters Score -1.944755e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 178471 members 
Entering Unmasked Estep 
Score: -19448254.000000 Penalty: 3944.533936
	Iteration 24Q: 3 clusters Score -1.944825e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 179686 members 
Entering Unmasked Estep 
Score: -19448986.000000 Penalty: 3944.533936
	Iteration 25Q: 3 clusters Score -1.944899e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 180729 members 
Entering Unmasked Estep 
Score: -19449644.000000 Penalty: 3944.533936
	Iteration 26Q: 3 clusters Score -1.944964e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -19450220.000000 Penalty: 3944.533936
	Iteration 27Q: 3 clusters Score -1.945022e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 182448 members 
Entering Unmasked Estep 
Score: -19450780.000000 Penalty: 3944.533936
	Iteration 28Q: 3 clusters Score -1.945078e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 183123 members 
Entering Unmasked Estep 
Score: -19451326.000000 Penalty: 3944.533936
	Iteration 29Q: 3 clusters Score -1.945133e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 183663 members 
Entering Unmasked Estep 
Score: -19451634.000000 Penalty: 3944.533936
	Iteration 30Q: 3 clusters Score -1.945163e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 184110 members 
Entering Unmasked Estep 
Score: -19451974.000000 Penalty: 3944.533936
	Iteration 31Q: 3 clusters Score -1.945197e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 184460 members 
Entering Unmasked Estep 
Score: -19452168.000000 Penalty: 3944.533936
	Iteration 32Q: 3 clusters Score -1.945217e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 184716 members 
Entering Unmasked Estep 
Score: -19452390.000000 Penalty: 3944.533936
	Iteration 33Q: 3 clusters Score -1.945239e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 184914 members 
Entering Unmasked Estep 
Score: -19452528.000000 Penalty: 3944.533936
	Iteration 34Q: 3 clusters Score -1.945253e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 185080 members 
Entering Unmasked Estep 
Score: -19452642.000000 Penalty: 3944.533936
	Iteration 35Q: 3 clusters Score -1.945264e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -19452734.000000 Penalty: 3944.533936
	Iteration 36Q: 3 clusters Score -1.945273e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 185302 members 
Entering Unmasked Estep 
Score: -19452794.000000 Penalty: 3944.533936
	Iteration 37Q: 3 clusters Score -1.945279e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 185394 members 
Entering Unmasked Estep 
Score: -19452836.000000 Penalty: 3944.533936
	Iteration 38Q: 3 clusters Score -1.945284e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 185465 members 
Entering Unmasked Estep 
Score: -19452910.000000 Penalty: 3944.533936
	Iteration 39Q: 3 clusters Score -1.945291e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -19452940.000000 Penalty: 3944.533936
	Iteration 40F: 3 clusters Score -1.945294e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 185561 members 
Entering Unmasked Estep 
Score: -19452966.000000 Penalty: 3944.533936
	Iteration 41Q: 3 clusters Score -1.945297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 185598 members 
Entering Unmasked Estep 
Score: -19452986.000000 Penalty: 3944.533936
	Iteration 42Q: 3 clusters Score -1.945299e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 185627 members 
Entering Unmasked Estep 
Score: -19453010.000000 Penalty: 3944.533936
	Iteration 43Q: 3 clusters Score -1.945301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 185650 members 
Entering Unmasked Estep 
Score: -19453022.000000 Penalty: 3944.533936
	Iteration 44Q: 3 clusters Score -1.945302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 185669 members 
Entering Unmasked Estep 
Score: -19453028.000000 Penalty: 3944.533936
	Iteration 45Q: 3 clusters Score -1.945303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 185683 members 
Entering Unmasked Estep 
Score: -19453032.000000 Penalty: 3944.533936
	Iteration 46Q: 3 clusters Score -1.945303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 185697 members 
Entering Unmasked Estep 
Score: -19453044.000000 Penalty: 3944.533936
	Iteration 47Q: 3 clusters Score -1.945304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 185714 members 
Entering Unmasked Estep 
Score: -19453056.000000 Penalty: 3944.533936
	Iteration 48Q: 3 clusters Score -1.945306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 185721 members 
Entering Unmasked Estep 
Score: -19453070.000000 Penalty: 3944.533936
	Iteration 49Q: 3 clusters Score -1.945307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 185721 members 
Entering Unmasked Estep 
Score: -19453062.000000 Penalty: 3944.533936
	Iteration 50Q: 3 clusters Score -1.945306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 185722 members 
Entering Unmasked Estep 
Score: -19453066.000000 Penalty: 3944.533936
	Iteration 51Q: 3 clusters Score -1.945307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 185724 members 
Entering Unmasked Estep 
Score: -19453072.000000 Penalty: 3944.533936
	Iteration 52Q: 3 clusters Score -1.945307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 185724 members 
Entering Unmasked Estep 
Score: -19453070.000000 Penalty: 3944.533936
	Iteration 53Q: 3 clusters Score -1.945307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 185726 members 
Entering Unmasked Estep 
Score: -19453084.000000 Penalty: 3944.533936
	Iteration 54Q: 3 clusters Score -1.945308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 185729 members 
Entering Unmasked Estep 
Score: -19453076.000000 Penalty: 3944.533936
	Iteration 55Q: 3 clusters Score -1.945308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 185730 members 
Entering Unmasked Estep 
Score: -19453078.000000 Penalty: 3944.533936
	Iteration 56Q: 3 clusters Score -1.945308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -19453088.000000 Penalty: 3944.533936
	Iteration 57Q: 3 clusters Score -1.945309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 185734 members 
Entering Unmasked Estep 
Score: -19453072.000000 Penalty: 3944.533936
	Iteration 58Q: 3 clusters Score -1.945307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 185735 members 
Entering Unmasked Estep 
Score: -19453080.000000 Penalty: 3944.533936
	Iteration 59Q: 3 clusters Score -1.945308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 185736 members 
Entering Unmasked Estep 
Score: -19453072.000000 Penalty: 3944.533936
	Iteration 60F: 3 clusters Score -1.945307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Entering Unmasked Estep 
Score: -1023099.062500 Penalty: 1499.898193
	Iteration 0F: 2 clusters Score -1023099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1015775.437500 Penalty: 2999.796387
	Iteration 0F: 3 clusters Score -1015775 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1018365.062500 Penalty: 2999.796387
	Iteration 1F: 3 clusters Score -1018365 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1018757.375000 Penalty: 2999.796387
	Iteration 2F: 3 clusters Score -1018757 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1019163.625000 Penalty: 2999.796387
	Iteration 3F: 3 clusters Score -1019164 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1019621.875000 Penalty: 2999.796387
	Iteration 4F: 3 clusters Score -1019622 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1020108.250000 Penalty: 2999.796387
	Iteration 5F: 3 clusters Score -1020108 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1020537.625000 Penalty: 2999.796387
	Iteration 6F: 3 clusters Score -1020538 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1020883.687500 Penalty: 2999.796387
	Iteration 7F: 3 clusters Score -1020884 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1021153.625000 Penalty: 2999.796387
	Iteration 8Q: 3 clusters Score -1021154 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1021382.875000 Penalty: 2999.796387
	Iteration 9Q: 3 clusters Score -1021383 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1021644.000000 Penalty: 2999.796387
	Iteration 10Q: 3 clusters Score -1021644 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1021894.500000 Penalty: 2999.796387
	Iteration 11Q: 3 clusters Score -1021894 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1022080.000000 Penalty: 2999.796387
	Iteration 12Q: 3 clusters Score -1022080 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1022195.937500 Penalty: 2999.796387
	Iteration 13Q: 3 clusters Score -1022196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1022267.125000 Penalty: 2999.796387
	Iteration 14Q: 3 clusters Score -1022267 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1022317.375000 Penalty: 2999.796387
	Iteration 15Q: 3 clusters Score -1022317 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1022339.750000 Penalty: 2999.796387
	Iteration 16Q: 3 clusters Score -1022340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1022357.500000 Penalty: 2999.796387
	Iteration 17Q: 3 clusters Score -1022358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1022368.125000 Penalty: 2999.796387
	Iteration 18Q: 3 clusters Score -1022368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1022382.375000 Penalty: 2999.796387
	Iteration 19Q: 3 clusters Score -1022382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1022394.562500 Penalty: 2999.796387
	Iteration 20F: 3 clusters Score -1022395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1022407.687500 Penalty: 2999.796387
	Iteration 21Q: 3 clusters Score -1022408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1022418.937500 Penalty: 2999.796387
	Iteration 22Q: 3 clusters Score -1022419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1022428.562500 Penalty: 2999.796387
	Iteration 23Q: 3 clusters Score -1022429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1022440.500000 Penalty: 2999.796387
	Iteration 24Q: 3 clusters Score -1022440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1022453.437500 Penalty: 2999.796387
	Iteration 25Q: 3 clusters Score -1022453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1022464.500000 Penalty: 2999.796387
	Iteration 26Q: 3 clusters Score -1022464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1022483.687500 Penalty: 2999.796387
	Iteration 27Q: 3 clusters Score -1022484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1022499.312500 Penalty: 2999.796387
	Iteration 28Q: 3 clusters Score -1022499 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1022512.500000 Penalty: 2999.796387
	Iteration 29Q: 3 clusters Score -1022512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1022525.375000 Penalty: 2999.796387
	Iteration 30Q: 3 clusters Score -1022525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1022545.562500 Penalty: 2999.796387
	Iteration 31Q: 3 clusters Score -1022546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1022567.500000 Penalty: 2999.796387
	Iteration 32Q: 3 clusters Score -1022568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1022596.062500 Penalty: 2999.796387
	Iteration 33Q: 3 clusters Score -1022596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1022621.937500 Penalty: 2999.796387
	Iteration 34Q: 3 clusters Score -1022622 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1022651.812500 Penalty: 2999.796387
	Iteration 35Q: 3 clusters Score -1022652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1022687.500000 Penalty: 2999.796387
	Iteration 36Q: 3 clusters Score -1022688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1022728.000000 Penalty: 2999.796387
	Iteration 37Q: 3 clusters Score -1022728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1022766.625000 Penalty: 2999.796387
	Iteration 38Q: 3 clusters Score -1022767 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1022806.000000 Penalty: 2999.796387
	Iteration 39Q: 3 clusters Score -1022806 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1022863.312500 Penalty: 2999.796387
	Iteration 40F: 3 clusters Score -1022863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1022952.000000 Penalty: 2999.796387
	Iteration 41Q: 3 clusters Score -1022952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1023061.812500 Penalty: 2999.796387
	Iteration 42Q: 3 clusters Score -1023062 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1023200.000000 Penalty: 2999.796387
	Iteration 43Q: 3 clusters Score -1023200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1023368.750000 Penalty: 2999.796387
	Iteration 44Q: 3 clusters Score -1023369 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1023538.812500 Penalty: 2999.796387
	Iteration 45Q: 3 clusters Score -1023539 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1023686.875000 Penalty: 2999.796387
	Iteration 46Q: 3 clusters Score -1023687 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1023788.625000 Penalty: 2999.796387
	Iteration 47Q: 3 clusters Score -1023789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1023835.937500 Penalty: 2999.796387
	Iteration 48Q: 3 clusters Score -1023836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1023861.250000 Penalty: 2999.796387
	Iteration 49Q: 3 clusters Score -1023861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1023873.000000 Penalty: 2999.796387
	Iteration 50Q: 3 clusters Score -1023873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1023879.625000 Penalty: 2999.796387
	Iteration 51Q: 3 clusters Score -1023880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1023884.312500 Penalty: 2999.796387
	Iteration 52Q: 3 clusters Score -1023884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1023885.687500 Penalty: 2999.796387
	Iteration 53Q: 3 clusters Score -1023886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1023887.812500 Penalty: 2999.796387
	Iteration 54Q: 3 clusters Score -1023888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1023891.812500 Penalty: 2999.796387
	Iteration 55Q: 3 clusters Score -1023892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1023890.312500 Penalty: 2999.796387
	Iteration 56Q: 3 clusters Score -1023890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1023889.562500 Penalty: 2999.796387
	Iteration 57Q: 3 clusters Score -1023890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1023889.062500 Penalty: 2999.796387
	Iteration 58Q: 3 clusters Score -1023889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1023889.812500 Penalty: 2999.796387
	Iteration 59Q: 3 clusters Score -1023890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1023888.750000 Penalty: 2999.796387
	Iteration 60F: 3 clusters Score -1023889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1023889.875000 Penalty: 2999.796387
	Iteration 61Q: 3 clusters Score -1023890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1023890.437500 Penalty: 2999.796387
	Iteration 62Q: 3 clusters Score -1023890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1023891.750000 Penalty: 2999.796387
	Iteration 63Q: 3 clusters Score -1023892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1023892.312500 Penalty: 2999.796387
	Iteration 64Q: 3 clusters Score -1023892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1023893.250000 Penalty: 2999.796387
	Iteration 65Q: 3 clusters Score -1023893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1023892.500000 Penalty: 2999.796387
	Iteration 66Q: 3 clusters Score -1023892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1023892.500000 Penalty: 2999.796387
	Iteration 67F: 3 clusters Score -1023892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 2095 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Mstep: Class 50 contains 8105 members 
Entering Unmasked Estep 
Score: -154062080.000000 Penalty: 115734.070312
Splitting cluster 29 changes total score from -154062720.000000 to -154062080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (30010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Entering Unmasked Estep 
Score: -2844118.750000 Penalty: 1675.259033
	Iteration 0F: 2 clusters Score -2844119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2824064.500000 Penalty: 3350.518066
	Iteration 0F: 3 clusters Score -2824064 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2832682.500000 Penalty: 3350.518066
	Iteration 1F: 3 clusters Score -2832682 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2833892.500000 Penalty: 3350.518066
	Iteration 2F: 3 clusters Score -2833892 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2835059.500000 Penalty: 3350.518066
	Iteration 3F: 3 clusters Score -2835060 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2836161.250000 Penalty: 3350.518066
	Iteration 4F: 3 clusters Score -2836161 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2837147.250000 Penalty: 3350.518066
	Iteration 5F: 3 clusters Score -2837147 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2838086.000000 Penalty: 3350.518066
	Iteration 6F: 3 clusters Score -2838086 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2838876.500000 Penalty: 3350.518066
	Iteration 7Q: 3 clusters Score -2838876 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2839485.750000 Penalty: 3350.518066
	Iteration 8Q: 3 clusters Score -2839486 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2840020.500000 Penalty: 3350.518066
	Iteration 9Q: 3 clusters Score -2840020 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2840491.000000 Penalty: 3350.518066
	Iteration 10Q: 3 clusters Score -2840491 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2840893.000000 Penalty: 3350.518066
	Iteration 11Q: 3 clusters Score -2840893 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2841307.000000 Penalty: 3350.518066
	Iteration 12Q: 3 clusters Score -2841307 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2841661.000000 Penalty: 3350.518066
	Iteration 13Q: 3 clusters Score -2841661 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2841979.250000 Penalty: 3350.518066
	Iteration 14Q: 3 clusters Score -2841979 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -2842268.500000 Penalty: 3350.518066
	Iteration 15Q: 3 clusters Score -2842268 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2842480.750000 Penalty: 3350.518066
	Iteration 16Q: 3 clusters Score -2842481 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -2842676.250000 Penalty: 3350.518066
	Iteration 17Q: 3 clusters Score -2842676 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -2842805.000000 Penalty: 3350.518066
	Iteration 18Q: 3 clusters Score -2842805 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -2842919.000000 Penalty: 3350.518066
	Iteration 19Q: 3 clusters Score -2842919 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -2843023.250000 Penalty: 3350.518066
	Iteration 20F: 3 clusters Score -2843023 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -2843087.000000 Penalty: 3350.518066
	Iteration 21Q: 3 clusters Score -2843087 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -2843118.250000 Penalty: 3350.518066
	Iteration 22Q: 3 clusters Score -2843118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -2843148.250000 Penalty: 3350.518066
	Iteration 23Q: 3 clusters Score -2843148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -2843175.000000 Penalty: 3350.518066
	Iteration 24Q: 3 clusters Score -2843175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -2843190.250000 Penalty: 3350.518066
	Iteration 25Q: 3 clusters Score -2843190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -2843199.000000 Penalty: 3350.518066
	Iteration 26Q: 3 clusters Score -2843199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -2843208.250000 Penalty: 3350.518066
	Iteration 27Q: 3 clusters Score -2843208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2843207.750000 Penalty: 3350.518066
	Iteration 28Q: 3 clusters Score -2843208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -2843212.000000 Penalty: 3350.518066
	Iteration 29Q: 3 clusters Score -2843212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2843211.250000 Penalty: 3350.518066
	Iteration 30Q: 3 clusters Score -2843211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -2843210.000000 Penalty: 3350.518066
	Iteration 31Q: 3 clusters Score -2843210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2843211.500000 Penalty: 3350.518066
	Iteration 32Q: 3 clusters Score -2843212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2843210.500000 Penalty: 3350.518066
	Iteration 33Q: 3 clusters Score -2843210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2843211.000000 Penalty: 3350.518066
	Iteration 34Q: 3 clusters Score -2843211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -2843211.250000 Penalty: 3350.518066
	Iteration 35Q: 3 clusters Score -2843211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -2843211.250000 Penalty: 3350.518066
	Iteration 36F: 3 clusters Score -2843211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -735638.562500 Penalty: 1445.917847
	Iteration 0F: 2 clusters Score -735638.6 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 3664 members 
Entering Unmasked Estep 
Score: -730201.062500 Penalty: 2891.835693
	Iteration 0F: 3 clusters Score -730201.1 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -731984.687500 Penalty: 2891.835693
	Iteration 1F: 3 clusters Score -731984.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -732392.375000 Penalty: 2891.835693
	Iteration 2F: 3 clusters Score -732392.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -732774.812500 Penalty: 2891.835693
	Iteration 3F: 3 clusters Score -732774.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -733167.187500 Penalty: 2891.835693
	Iteration 4F: 3 clusters Score -733167.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -733586.250000 Penalty: 2891.835693
	Iteration 5F: 3 clusters Score -733586.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -734016.125000 Penalty: 2891.835693
	Iteration 6F: 3 clusters Score -734016.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -734393.437500 Penalty: 2891.835693
	Iteration 7F: 3 clusters Score -734393.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -734625.687500 Penalty: 2891.835693
	Iteration 8Q: 3 clusters Score -734625.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -734771.437500 Penalty: 2891.835693
	Iteration 9Q: 3 clusters Score -734771.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -734844.750000 Penalty: 2891.835693
	Iteration 10Q: 3 clusters Score -734844.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -734874.562500 Penalty: 2891.835693
	Iteration 11Q: 3 clusters Score -734874.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -734889.062500 Penalty: 2891.835693
	Iteration 12Q: 3 clusters Score -734889.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -734896.687500 Penalty: 2891.835693
	Iteration 13Q: 3 clusters Score -734896.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -734904.125000 Penalty: 2891.835693
	Iteration 14Q: 3 clusters Score -734904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -734905.375000 Penalty: 2891.835693
	Iteration 15Q: 3 clusters Score -734905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -734908.750000 Penalty: 2891.835693
	Iteration 16Q: 3 clusters Score -734908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -734910.812500 Penalty: 2891.835693
	Iteration 17Q: 3 clusters Score -734910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -734910.562500 Penalty: 2891.835693
	Iteration 18Q: 3 clusters Score -734910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -734910.000000 Penalty: 2891.835693
	Iteration 19Q: 3 clusters Score -734910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -734911.937500 Penalty: 2891.835693
	Iteration 20F: 3 clusters Score -734911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -734910.187500 Penalty: 2891.835693
	Iteration 21Q: 3 clusters Score -734910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -734910.437500 Penalty: 2891.835693
	Iteration 22Q: 3 clusters Score -734910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -734911.500000 Penalty: 2891.835693
	Iteration 23Q: 3 clusters Score -734911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -734912.562500 Penalty: 2891.835693
	Iteration 24Q: 3 clusters Score -734912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -734913.875000 Penalty: 2891.835693
	Iteration 25Q: 3 clusters Score -734913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -734914.812500 Penalty: 2891.835693
	Iteration 26Q: 3 clusters Score -734914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -734916.062500 Penalty: 2891.835693
	Iteration 27Q: 3 clusters Score -734916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -734917.000000 Penalty: 2891.835693
	Iteration 28Q: 3 clusters Score -734917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -734917.750000 Penalty: 2891.835693
	Iteration 29Q: 3 clusters Score -734917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -734919.312500 Penalty: 2891.835693
	Iteration 30Q: 3 clusters Score -734919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -734919.875000 Penalty: 2891.835693
	Iteration 31Q: 3 clusters Score -734919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -734918.937500 Penalty: 2891.835693
	Iteration 32Q: 3 clusters Score -734918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -734919.000000 Penalty: 2891.835693
	Iteration 33Q: 3 clusters Score -734919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -734920.062500 Penalty: 2891.835693
	Iteration 34Q: 3 clusters Score -734920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -734921.062500 Penalty: 2891.835693
	Iteration 35Q: 3 clusters Score -734921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -734920.125000 Penalty: 2891.835693
	Iteration 36Q: 3 clusters Score -734920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -734920.375000 Penalty: 2891.835693
	Iteration 37Q: 3 clusters Score -734920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -734921.125000 Penalty: 2891.835693
	Iteration 38Q: 3 clusters Score -734921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -734921.625000 Penalty: 2891.835693
	Iteration 39Q: 3 clusters Score -734921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -734921.625000 Penalty: 2891.835693
	Iteration 40F: 3 clusters Score -734921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Entering Unmasked Estep 
Score: -1022518.875000 Penalty: 1498.618774
	Iteration 0F: 2 clusters Score -1022519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1015199.937500 Penalty: 2997.237549
	Iteration 0F: 3 clusters Score -1015200 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1017566.750000 Penalty: 2997.237549
	Iteration 1F: 3 clusters Score -1017567 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1017861.312500 Penalty: 2997.237549
	Iteration 2F: 3 clusters Score -1017861 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1018118.750000 Penalty: 2997.237549
	Iteration 3F: 3 clusters Score -1018119 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1018357.687500 Penalty: 2997.237549
	Iteration 4F: 3 clusters Score -1018358 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1018615.125000 Penalty: 2997.237549
	Iteration 5Q: 3 clusters Score -1018615 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1018916.000000 Penalty: 2997.237549
	Iteration 6Q: 3 clusters Score -1018916 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1019259.000000 Penalty: 2997.237549
	Iteration 7F: 3 clusters Score -1019259 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1019618.312500 Penalty: 2997.237549
	Iteration 8F: 3 clusters Score -1019618 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1019989.000000 Penalty: 2997.237549
	Iteration 9Q: 3 clusters Score -1019989 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1020290.875000 Penalty: 2997.237549
	Iteration 10Q: 3 clusters Score -1020291 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1020525.812500 Penalty: 2997.237549
	Iteration 11Q: 3 clusters Score -1020526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1020715.312500 Penalty: 2997.237549
	Iteration 12Q: 3 clusters Score -1020715 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1020837.875000 Penalty: 2997.237549
	Iteration 13Q: 3 clusters Score -1020838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1020922.562500 Penalty: 2997.237549
	Iteration 14Q: 3 clusters Score -1020923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1020985.937500 Penalty: 2997.237549
	Iteration 15Q: 3 clusters Score -1020986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1021041.062500 Penalty: 2997.237549
	Iteration 16Q: 3 clusters Score -1021041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1021086.812500 Penalty: 2997.237549
	Iteration 17Q: 3 clusters Score -1021087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1021130.625000 Penalty: 2997.237549
	Iteration 18Q: 3 clusters Score -1021131 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1021168.500000 Penalty: 2997.237549
	Iteration 19Q: 3 clusters Score -1021168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1021191.250000 Penalty: 2997.237549
	Iteration 20F: 3 clusters Score -1021191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1021211.437500 Penalty: 2997.237549
	Iteration 21Q: 3 clusters Score -1021211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1021228.187500 Penalty: 2997.237549
	Iteration 22Q: 3 clusters Score -1021228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1021254.062500 Penalty: 2997.237549
	Iteration 23Q: 3 clusters Score -1021254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1021262.625000 Penalty: 2997.237549
	Iteration 24Q: 3 clusters Score -1021263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1021269.312500 Penalty: 2997.237549
	Iteration 25Q: 3 clusters Score -1021269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1021276.875000 Penalty: 2997.237549
	Iteration 26Q: 3 clusters Score -1021277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1021286.437500 Penalty: 2997.237549
	Iteration 27Q: 3 clusters Score -1021286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1021291.687500 Penalty: 2997.237549
	Iteration 28Q: 3 clusters Score -1021292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1021296.312500 Penalty: 2997.237549
	Iteration 29Q: 3 clusters Score -1021296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1021301.375000 Penalty: 2997.237549
	Iteration 30Q: 3 clusters Score -1021301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1021311.500000 Penalty: 2997.237549
	Iteration 31Q: 3 clusters Score -1021312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1021315.750000 Penalty: 2997.237549
	Iteration 32Q: 3 clusters Score -1021316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1021319.375000 Penalty: 2997.237549
	Iteration 33Q: 3 clusters Score -1021319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1021321.250000 Penalty: 2997.237549
	Iteration 34Q: 3 clusters Score -1021321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1021318.437500 Penalty: 2997.237549
	Iteration 35Q: 3 clusters Score -1021318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1021321.125000 Penalty: 2997.237549
	Iteration 36Q: 3 clusters Score -1021321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1021320.500000 Penalty: 2997.237549
	Iteration 37Q: 3 clusters Score -1021320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1021321.062500 Penalty: 2997.237549
	Iteration 38Q: 3 clusters Score -1021321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1021321.250000 Penalty: 2997.237549
	Iteration 39Q: 3 clusters Score -1021321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1021321.250000 Penalty: 2997.237549
	Iteration 40F: 3 clusters Score -1021321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -1821442.500000 Penalty: 1581.476807
	Iteration 0F: 2 clusters Score -1821442 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 8419 members 
Entering Unmasked Estep 
Score: -1809761.250000 Penalty: 3162.953613
	Iteration 0F: 3 clusters Score -1809761 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1813909.250000 Penalty: 3162.953613
	Iteration 1F: 3 clusters Score -1813909 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1814161.250000 Penalty: 3162.953613
	Iteration 2Q: 3 clusters Score -1814161 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1814365.000000 Penalty: 3162.953613
	Iteration 3Q: 3 clusters Score -1814365 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1814490.875000 Penalty: 3162.953613
	Iteration 4Q: 3 clusters Score -1814491 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1814597.500000 Penalty: 3162.953613
	Iteration 5Q: 3 clusters Score -1814598 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1814749.500000 Penalty: 3162.953613
	Iteration 6Q: 3 clusters Score -1814750 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1814915.750000 Penalty: 3162.953613
	Iteration 7Q: 3 clusters Score -1814916 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1815141.125000 Penalty: 3162.953613
	Iteration 8Q: 3 clusters Score -1815141 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1815431.500000 Penalty: 3162.953613
	Iteration 9Q: 3 clusters Score -1815432 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1815826.500000 Penalty: 3162.953613
	Iteration 10Q: 3 clusters Score -1815826 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1816306.750000 Penalty: 3162.953613
	Iteration 11Q: 3 clusters Score -1816307 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1816844.000000 Penalty: 3162.953613
	Iteration 12Q: 3 clusters Score -1816844 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1817385.250000 Penalty: 3162.953613
	Iteration 13Q: 3 clusters Score -1817385 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1817884.875000 Penalty: 3162.953613
	Iteration 14Q: 3 clusters Score -1817885 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1818330.375000 Penalty: 3162.953613
	Iteration 15Q: 3 clusters Score -1818330 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1818683.250000 Penalty: 3162.953613
	Iteration 16Q: 3 clusters Score -1818683 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1818933.375000 Penalty: 3162.953613
	Iteration 17Q: 3 clusters Score -1818933 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1819108.375000 Penalty: 3162.953613
	Iteration 18Q: 3 clusters Score -1819108 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1819221.375000 Penalty: 3162.953613
	Iteration 19Q: 3 clusters Score -1819221 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1819307.750000 Penalty: 3162.953613
	Iteration 20F: 3 clusters Score -1819308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1819384.125000 Penalty: 3162.953613
	Iteration 21Q: 3 clusters Score -1819384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1819474.000000 Penalty: 3162.953613
	Iteration 22Q: 3 clusters Score -1819474 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1819533.750000 Penalty: 3162.953613
	Iteration 23Q: 3 clusters Score -1819534 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1819596.125000 Penalty: 3162.953613
	Iteration 24Q: 3 clusters Score -1819596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1819650.375000 Penalty: 3162.953613
	Iteration 25Q: 3 clusters Score -1819650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1819691.500000 Penalty: 3162.953613
	Iteration 26Q: 3 clusters Score -1819692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1819731.375000 Penalty: 3162.953613
	Iteration 27Q: 3 clusters Score -1819731 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1819772.625000 Penalty: 3162.953613
	Iteration 28Q: 3 clusters Score -1819773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1819801.000000 Penalty: 3162.953613
	Iteration 29Q: 3 clusters Score -1819801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1819836.500000 Penalty: 3162.953613
	Iteration 30Q: 3 clusters Score -1819836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1819869.000000 Penalty: 3162.953613
	Iteration 31Q: 3 clusters Score -1819869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1819900.250000 Penalty: 3162.953613
	Iteration 32Q: 3 clusters Score -1819900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1819935.500000 Penalty: 3162.953613
	Iteration 33Q: 3 clusters Score -1819936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1819951.250000 Penalty: 3162.953613
	Iteration 34Q: 3 clusters Score -1819951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1819974.125000 Penalty: 3162.953613
	Iteration 35Q: 3 clusters Score -1819974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1819996.375000 Penalty: 3162.953613
	Iteration 36Q: 3 clusters Score -1819996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1820014.875000 Penalty: 3162.953613
	Iteration 37Q: 3 clusters Score -1820015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1820026.250000 Penalty: 3162.953613
	Iteration 38Q: 3 clusters Score -1820026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1820032.500000 Penalty: 3162.953613
	Iteration 39Q: 3 clusters Score -1820032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1820043.750000 Penalty: 3162.953613
	Iteration 40F: 3 clusters Score -1820044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1820056.625000 Penalty: 3162.953613
	Iteration 41Q: 3 clusters Score -1820057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1820058.000000 Penalty: 3162.953613
	Iteration 42Q: 3 clusters Score -1820058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1820065.250000 Penalty: 3162.953613
	Iteration 43Q: 3 clusters Score -1820065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1820076.000000 Penalty: 3162.953613
	Iteration 44Q: 3 clusters Score -1820076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1820086.125000 Penalty: 3162.953613
	Iteration 45Q: 3 clusters Score -1820086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1820094.625000 Penalty: 3162.953613
	Iteration 46Q: 3 clusters Score -1820095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1820093.250000 Penalty: 3162.953613
	Iteration 47Q: 3 clusters Score -1820093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1820100.250000 Penalty: 3162.953613
	Iteration 48Q: 3 clusters Score -1820100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1820101.250000 Penalty: 3162.953613
	Iteration 49Q: 3 clusters Score -1820101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1820101.625000 Penalty: 3162.953613
	Iteration 50Q: 3 clusters Score -1820102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1820101.500000 Penalty: 3162.953613
	Iteration 51Q: 3 clusters Score -1820102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1820101.500000 Penalty: 3162.953613
	Iteration 52F: 3 clusters Score -1820102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -342952.718750 Penalty: 1323.274292
	Iteration 0F: 2 clusters Score -342952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -339988.812500 Penalty: 2646.548584
	Iteration 0F: 3 clusters Score -339988.8 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -340706.343750 Penalty: 2646.548584
	Iteration 1F: 3 clusters Score -340706.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -340872.187500 Penalty: 2646.548584
	Iteration 2F: 3 clusters Score -340872.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -340991.875000 Penalty: 2646.548584
	Iteration 3F: 3 clusters Score -340991.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -341081.875000 Penalty: 2646.548584
	Iteration 4Q: 3 clusters Score -341081.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -341143.687500 Penalty: 2646.548584
	Iteration 5Q: 3 clusters Score -341143.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -341180.031250 Penalty: 2646.548584
	Iteration 6Q: 3 clusters Score -341180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -341209.875000 Penalty: 2646.548584
	Iteration 7Q: 3 clusters Score -341209.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -341240.406250 Penalty: 2646.548584
	Iteration 8Q: 3 clusters Score -341240.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -341260.281250 Penalty: 2646.548584
	Iteration 9Q: 3 clusters Score -341260.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -341282.250000 Penalty: 2646.548584
	Iteration 10Q: 3 clusters Score -341282.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341305.968750 Penalty: 2646.548584
	Iteration 11Q: 3 clusters Score -341306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -341332.531250 Penalty: 2646.548584
	Iteration 12Q: 3 clusters Score -341332.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -341362.937500 Penalty: 2646.548584
	Iteration 13Q: 3 clusters Score -341362.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -341401.687500 Penalty: 2646.548584
	Iteration 14Q: 3 clusters Score -341401.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -341444.281250 Penalty: 2646.548584
	Iteration 15Q: 3 clusters Score -341444.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -341477.000000 Penalty: 2646.548584
	Iteration 16Q: 3 clusters Score -341477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -341514.281250 Penalty: 2646.548584
	Iteration 17Q: 3 clusters Score -341514.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -341545.187500 Penalty: 2646.548584
	Iteration 18Q: 3 clusters Score -341545.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -341574.562500 Penalty: 2646.548584
	Iteration 19Q: 3 clusters Score -341574.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -341599.593750 Penalty: 2646.548584
	Iteration 20F: 3 clusters Score -341599.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -341623.687500 Penalty: 2646.548584
	Iteration 21Q: 3 clusters Score -341623.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -341660.968750 Penalty: 2646.548584
	Iteration 22Q: 3 clusters Score -341661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -341681.843750 Penalty: 2646.548584
	Iteration 23Q: 3 clusters Score -341681.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -341698.718750 Penalty: 2646.548584
	Iteration 24Q: 3 clusters Score -341698.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -341721.562500 Penalty: 2646.548584
	Iteration 25Q: 3 clusters Score -341721.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -341744.843750 Penalty: 2646.548584
	Iteration 26Q: 3 clusters Score -341744.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -341775.125000 Penalty: 2646.548584
	Iteration 27Q: 3 clusters Score -341775.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -341807.031250 Penalty: 2646.548584
	Iteration 28Q: 3 clusters Score -341807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -341831.593750 Penalty: 2646.548584
	Iteration 29Q: 3 clusters Score -341831.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -341848.656250 Penalty: 2646.548584
	Iteration 30Q: 3 clusters Score -341848.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -341867.281250 Penalty: 2646.548584
	Iteration 31Q: 3 clusters Score -341867.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -341888.968750 Penalty: 2646.548584
	Iteration 32Q: 3 clusters Score -341889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -341904.750000 Penalty: 2646.548584
	Iteration 33Q: 3 clusters Score -341904.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -341915.718750 Penalty: 2646.548584
	Iteration 34Q: 3 clusters Score -341915.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -341926.093750 Penalty: 2646.548584
	Iteration 35Q: 3 clusters Score -341926.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -341933.781250 Penalty: 2646.548584
	Iteration 36Q: 3 clusters Score -341933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -341936.750000 Penalty: 2646.548584
	Iteration 37Q: 3 clusters Score -341936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -341939.812500 Penalty: 2646.548584
	Iteration 38Q: 3 clusters Score -341939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -341945.875000 Penalty: 2646.548584
	Iteration 39Q: 3 clusters Score -341945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -341949.656250 Penalty: 2646.548584
	Iteration 40F: 3 clusters Score -341949.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -341954.312500 Penalty: 2646.548584
	Iteration 41Q: 3 clusters Score -341954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -341957.781250 Penalty: 2646.548584
	Iteration 42Q: 3 clusters Score -341957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -341960.406250 Penalty: 2646.548584
	Iteration 43Q: 3 clusters Score -341960.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -341962.437500 Penalty: 2646.548584
	Iteration 44Q: 3 clusters Score -341962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -341964.500000 Penalty: 2646.548584
	Iteration 45Q: 3 clusters Score -341964.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -341970.437500 Penalty: 2646.548584
	Iteration 46Q: 3 clusters Score -341970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -341976.375000 Penalty: 2646.548584
	Iteration 47Q: 3 clusters Score -341976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341979.250000 Penalty: 2646.548584
	Iteration 48Q: 3 clusters Score -341979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -341981.656250 Penalty: 2646.548584
	Iteration 49Q: 3 clusters Score -341981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -341983.312500 Penalty: 2646.548584
	Iteration 50Q: 3 clusters Score -341983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -341984.437500 Penalty: 2646.548584
	Iteration 51Q: 3 clusters Score -341984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -341986.187500 Penalty: 2646.548584
	Iteration 52Q: 3 clusters Score -341986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -341987.437500 Penalty: 2646.548584
	Iteration 53Q: 3 clusters Score -341987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -341987.062500 Penalty: 2646.548584
	Iteration 54Q: 3 clusters Score -341987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -341988.000000 Penalty: 2646.548584
	Iteration 55Q: 3 clusters Score -341988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -341988.500000 Penalty: 2646.548584
	Iteration 56Q: 3 clusters Score -341988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -341988.500000 Penalty: 2646.548584
	Iteration 57F: 3 clusters Score -341988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -336384.625000 Penalty: 1321.182495
	Iteration 0F: 2 clusters Score -336384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -333441.187500 Penalty: 2642.364990
	Iteration 0F: 3 clusters Score -333441.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -334278.218750 Penalty: 2642.364990
	Iteration 1F: 3 clusters Score -334278.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -334659.218750 Penalty: 2642.364990
	Iteration 2F: 3 clusters Score -334659.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -335075.718750 Penalty: 2642.364990
	Iteration 3F: 3 clusters Score -335075.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -335434.312500 Penalty: 2642.364990
	Iteration 4F: 3 clusters Score -335434.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -335706.250000 Penalty: 2642.364990
	Iteration 5F: 3 clusters Score -335706.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -335973.750000 Penalty: 2642.364990
	Iteration 6F: 3 clusters Score -335973.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -336204.812500 Penalty: 2642.364990
	Iteration 7F: 3 clusters Score -336204.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -336359.437500 Penalty: 2642.364990
	Iteration 8Q: 3 clusters Score -336359.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -336474.968750 Penalty: 2642.364990
	Iteration 9Q: 3 clusters Score -336475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -336591.500000 Penalty: 2642.364990
	Iteration 10Q: 3 clusters Score -336591.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -336665.093750 Penalty: 2642.364990
	Iteration 11Q: 3 clusters Score -336665.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -336715.968750 Penalty: 2642.364990
	Iteration 12Q: 3 clusters Score -336716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -336744.593750 Penalty: 2642.364990
	Iteration 13Q: 3 clusters Score -336744.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -336757.000000 Penalty: 2642.364990
	Iteration 14Q: 3 clusters Score -336757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -336763.468750 Penalty: 2642.364990
	Iteration 15Q: 3 clusters Score -336763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -336767.750000 Penalty: 2642.364990
	Iteration 16Q: 3 clusters Score -336767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -336770.343750 Penalty: 2642.364990
	Iteration 17Q: 3 clusters Score -336770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -336770.000000 Penalty: 2642.364990
	Iteration 18Q: 3 clusters Score -336770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -336770.000000 Penalty: 2642.364990
	Iteration 19F: 3 clusters Score -336770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Mstep: Class 50 contains 2568 members 
Entering Unmasked Estep 
Score: -154061696.000000 Penalty: 115734.070312
Splitting cluster 35 changes total score from -154062720.000000 to -154061696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -427651.093750 Penalty: 1362.456421
	Iteration 0F: 2 clusters Score -427651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -424091.750000 Penalty: 2724.912842
	Iteration 0F: 3 clusters Score -424091.8 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -425216.312500 Penalty: 2724.912842
	Iteration 1F: 3 clusters Score -425216.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -425558.781250 Penalty: 2724.912842
	Iteration 2F: 3 clusters Score -425558.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -425802.593750 Penalty: 2724.912842
	Iteration 3F: 3 clusters Score -425802.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -425985.906250 Penalty: 2724.912842
	Iteration 4F: 3 clusters Score -425985.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -426150.562500 Penalty: 2724.912842
	Iteration 5Q: 3 clusters Score -426150.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -426320.437500 Penalty: 2724.912842
	Iteration 6Q: 3 clusters Score -426320.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -426512.843750 Penalty: 2724.912842
	Iteration 7Q: 3 clusters Score -426512.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -426680.875000 Penalty: 2724.912842
	Iteration 8Q: 3 clusters Score -426680.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -426792.343750 Penalty: 2724.912842
	Iteration 9Q: 3 clusters Score -426792.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -426877.187500 Penalty: 2724.912842
	Iteration 10Q: 3 clusters Score -426877.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -426927.531250 Penalty: 2724.912842
	Iteration 11Q: 3 clusters Score -426927.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -426963.000000 Penalty: 2724.912842
	Iteration 12Q: 3 clusters Score -426963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -426981.718750 Penalty: 2724.912842
	Iteration 13Q: 3 clusters Score -426981.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -426988.343750 Penalty: 2724.912842
	Iteration 14Q: 3 clusters Score -426988.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -426994.375000 Penalty: 2724.912842
	Iteration 15Q: 3 clusters Score -426994.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -426999.156250 Penalty: 2724.912842
	Iteration 16Q: 3 clusters Score -426999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -427005.187500 Penalty: 2724.912842
	Iteration 17Q: 3 clusters Score -427005.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -427009.843750 Penalty: 2724.912842
	Iteration 18Q: 3 clusters Score -427009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -427013.250000 Penalty: 2724.912842
	Iteration 19Q: 3 clusters Score -427013.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -427016.843750 Penalty: 2724.912842
	Iteration 20F: 3 clusters Score -427016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -427017.937500 Penalty: 2724.912842
	Iteration 21Q: 3 clusters Score -427017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -427020.531250 Penalty: 2724.912842
	Iteration 22Q: 3 clusters Score -427020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -427021.250000 Penalty: 2724.912842
	Iteration 23Q: 3 clusters Score -427021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -427021.906250 Penalty: 2724.912842
	Iteration 24Q: 3 clusters Score -427021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -427022.625000 Penalty: 2724.912842
	Iteration 25Q: 3 clusters Score -427022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -427024.312500 Penalty: 2724.912842
	Iteration 26Q: 3 clusters Score -427024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -427025.750000 Penalty: 2724.912842
	Iteration 27Q: 3 clusters Score -427025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -427026.687500 Penalty: 2724.912842
	Iteration 28Q: 3 clusters Score -427026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -427029.500000 Penalty: 2724.912842
	Iteration 29Q: 3 clusters Score -427029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -427030.625000 Penalty: 2724.912842
	Iteration 30Q: 3 clusters Score -427030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -427033.625000 Penalty: 2724.912842
	Iteration 31Q: 3 clusters Score -427033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -427038.531250 Penalty: 2724.912842
	Iteration 32Q: 3 clusters Score -427038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -427039.656250 Penalty: 2724.912842
	Iteration 33Q: 3 clusters Score -427039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -427041.593750 Penalty: 2724.912842
	Iteration 34Q: 3 clusters Score -427041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -427041.218750 Penalty: 2724.912842
	Iteration 35Q: 3 clusters Score -427041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -427042.468750 Penalty: 2724.912842
	Iteration 36Q: 3 clusters Score -427042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427043.843750 Penalty: 2724.912842
	Iteration 37Q: 3 clusters Score -427043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427043.843750 Penalty: 2724.912842
	Iteration 38F: 3 clusters Score -427043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -355073.000000 Penalty: 1344.541626
	Iteration 0F: 2 clusters Score -355073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -351785.906250 Penalty: 2689.083252
	Iteration 0F: 3 clusters Score -351785.9 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352889.562500 Penalty: 2689.083252
	Iteration 1F: 3 clusters Score -352889.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -353309.406250 Penalty: 2689.083252
	Iteration 2F: 3 clusters Score -353309.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -353748.937500 Penalty: 2689.083252
	Iteration 3F: 3 clusters Score -353748.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -354062.406250 Penalty: 2689.083252
	Iteration 4F: 3 clusters Score -354062.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -354284.250000 Penalty: 2689.083252
	Iteration 5F: 3 clusters Score -354284.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -354432.906250 Penalty: 2689.083252
	Iteration 6Q: 3 clusters Score -354432.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -354528.093750 Penalty: 2689.083252
	Iteration 7Q: 3 clusters Score -354528.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -354600.000000 Penalty: 2689.083252
	Iteration 8Q: 3 clusters Score -354600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -354665.843750 Penalty: 2689.083252
	Iteration 9Q: 3 clusters Score -354665.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -354741.687500 Penalty: 2689.083252
	Iteration 10Q: 3 clusters Score -354741.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -354821.562500 Penalty: 2689.083252
	Iteration 11Q: 3 clusters Score -354821.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -354903.750000 Penalty: 2689.083252
	Iteration 12Q: 3 clusters Score -354903.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -354968.843750 Penalty: 2689.083252
	Iteration 13Q: 3 clusters Score -354968.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -355018.343750 Penalty: 2689.083252
	Iteration 14Q: 3 clusters Score -355018.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -355094.250000 Penalty: 2689.083252
	Iteration 15Q: 3 clusters Score -355094.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -355177.781250 Penalty: 2689.083252
	Iteration 16Q: 3 clusters Score -355177.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -355244.500000 Penalty: 2689.083252
	Iteration 17Q: 3 clusters Score -355244.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -355286.625000 Penalty: 2689.083252
	Iteration 18Q: 3 clusters Score -355286.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -355317.531250 Penalty: 2689.083252
	Iteration 19Q: 3 clusters Score -355317.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -355348.781250 Penalty: 2689.083252
	Iteration 20F: 3 clusters Score -355348.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -355379.125000 Penalty: 2689.083252
	Iteration 21Q: 3 clusters Score -355379.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -355393.625000 Penalty: 2689.083252
	Iteration 22Q: 3 clusters Score -355393.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -355400.750000 Penalty: 2689.083252
	Iteration 23Q: 3 clusters Score -355400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -355403.437500 Penalty: 2689.083252
	Iteration 24Q: 3 clusters Score -355403.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -355408.218750 Penalty: 2689.083252
	Iteration 25Q: 3 clusters Score -355408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -355413.187500 Penalty: 2689.083252
	Iteration 26Q: 3 clusters Score -355413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -355416.343750 Penalty: 2689.083252
	Iteration 27Q: 3 clusters Score -355416.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -355416.812500 Penalty: 2689.083252
	Iteration 28Q: 3 clusters Score -355416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -355418.406250 Penalty: 2689.083252
	Iteration 29Q: 3 clusters Score -355418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -355420.000000 Penalty: 2689.083252
	Iteration 30Q: 3 clusters Score -355420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -355422.843750 Penalty: 2689.083252
	Iteration 31Q: 3 clusters Score -355422.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -355431.281250 Penalty: 2689.083252
	Iteration 32Q: 3 clusters Score -355431.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -355437.437500 Penalty: 2689.083252
	Iteration 33Q: 3 clusters Score -355437.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -355441.656250 Penalty: 2689.083252
	Iteration 34Q: 3 clusters Score -355441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -355447.156250 Penalty: 2689.083252
	Iteration 35Q: 3 clusters Score -355447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -355452.000000 Penalty: 2689.083252
	Iteration 36Q: 3 clusters Score -355452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -355457.812500 Penalty: 2689.083252
	Iteration 37Q: 3 clusters Score -355457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -355462.312500 Penalty: 2689.083252
	Iteration 38Q: 3 clusters Score -355462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -355464.468750 Penalty: 2689.083252
	Iteration 39Q: 3 clusters Score -355464.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -355467.218750 Penalty: 2689.083252
	Iteration 40F: 3 clusters Score -355467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -355470.906250 Penalty: 2689.083252
	Iteration 41Q: 3 clusters Score -355470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -355473.312500 Penalty: 2689.083252
	Iteration 42Q: 3 clusters Score -355473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -355477.156250 Penalty: 2689.083252
	Iteration 43Q: 3 clusters Score -355477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -355479.531250 Penalty: 2689.083252
	Iteration 44Q: 3 clusters Score -355479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -355481.468750 Penalty: 2689.083252
	Iteration 45Q: 3 clusters Score -355481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -355483.687500 Penalty: 2689.083252
	Iteration 46Q: 3 clusters Score -355483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -355483.937500 Penalty: 2689.083252
	Iteration 47Q: 3 clusters Score -355483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -355484.062500 Penalty: 2689.083252
	Iteration 48Q: 3 clusters Score -355484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -355484.781250 Penalty: 2689.083252
	Iteration 49Q: 3 clusters Score -355484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -355485.031250 Penalty: 2689.083252
	Iteration 50Q: 3 clusters Score -355485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -355485.656250 Penalty: 2689.083252
	Iteration 51Q: 3 clusters Score -355485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -355485.656250 Penalty: 2689.083252
	Iteration 52Q: 3 clusters Score -355485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -355485.656250 Penalty: 2689.083252
	Iteration 53F: 3 clusters Score -355485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 2348 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Mstep: Class 50 contains 1573 members 
Entering Unmasked Estep 
Score: -154062032.000000 Penalty: 115734.070312
Splitting cluster 37 changes total score from -154062720.000000 to -154062032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (15298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Entering Unmasked Estep 
Score: -1555389.375000 Penalty: 1565.765015
	Iteration 0F: 2 clusters Score -1555389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1544888.000000 Penalty: 3131.530029
	Iteration 0F: 3 clusters Score -1544888 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1548769.750000 Penalty: 3131.530029
	Iteration 1F: 3 clusters Score -1548770 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1549279.875000 Penalty: 3131.530029
	Iteration 2F: 3 clusters Score -1549280 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1549805.500000 Penalty: 3131.530029
	Iteration 3F: 3 clusters Score -1549806 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1550393.375000 Penalty: 3131.530029
	Iteration 4F: 3 clusters Score -1550393 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1550995.500000 Penalty: 3131.530029
	Iteration 5F: 3 clusters Score -1550996 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1551565.750000 Penalty: 3131.530029
	Iteration 6F: 3 clusters Score -1551566 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1552030.750000 Penalty: 3131.530029
	Iteration 7F: 3 clusters Score -1552031 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1552400.625000 Penalty: 3131.530029
	Iteration 8Q: 3 clusters Score -1552401 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1552714.750000 Penalty: 3131.530029
	Iteration 9Q: 3 clusters Score -1552715 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1552986.625000 Penalty: 3131.530029
	Iteration 10Q: 3 clusters Score -1552987 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1553223.125000 Penalty: 3131.530029
	Iteration 11Q: 3 clusters Score -1553223 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1553435.375000 Penalty: 3131.530029
	Iteration 12Q: 3 clusters Score -1553435 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1553600.250000 Penalty: 3131.530029
	Iteration 13Q: 3 clusters Score -1553600 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1553749.875000 Penalty: 3131.530029
	Iteration 14Q: 3 clusters Score -1553750 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1553883.125000 Penalty: 3131.530029
	Iteration 15Q: 3 clusters Score -1553883 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1553992.500000 Penalty: 3131.530029
	Iteration 16Q: 3 clusters Score -1553992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1554056.375000 Penalty: 3131.530029
	Iteration 17Q: 3 clusters Score -1554056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1554113.750000 Penalty: 3131.530029
	Iteration 18Q: 3 clusters Score -1554114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1554151.625000 Penalty: 3131.530029
	Iteration 19Q: 3 clusters Score -1554152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1554172.000000 Penalty: 3131.530029
	Iteration 20F: 3 clusters Score -1554172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1554192.375000 Penalty: 3131.530029
	Iteration 21Q: 3 clusters Score -1554192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1554212.250000 Penalty: 3131.530029
	Iteration 22Q: 3 clusters Score -1554212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1554230.625000 Penalty: 3131.530029
	Iteration 23Q: 3 clusters Score -1554231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1554247.250000 Penalty: 3131.530029
	Iteration 24Q: 3 clusters Score -1554247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1554254.500000 Penalty: 3131.530029
	Iteration 25Q: 3 clusters Score -1554254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1554263.500000 Penalty: 3131.530029
	Iteration 26Q: 3 clusters Score -1554264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1554268.750000 Penalty: 3131.530029
	Iteration 27Q: 3 clusters Score -1554269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1554268.125000 Penalty: 3131.530029
	Iteration 28Q: 3 clusters Score -1554268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1554270.375000 Penalty: 3131.530029
	Iteration 29Q: 3 clusters Score -1554270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1554269.750000 Penalty: 3131.530029
	Iteration 30Q: 3 clusters Score -1554270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1554275.125000 Penalty: 3131.530029
	Iteration 31Q: 3 clusters Score -1554275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1554272.750000 Penalty: 3131.530029
	Iteration 32Q: 3 clusters Score -1554273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1554275.250000 Penalty: 3131.530029
	Iteration 33Q: 3 clusters Score -1554275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1554277.875000 Penalty: 3131.530029
	Iteration 34Q: 3 clusters Score -1554278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1554275.250000 Penalty: 3131.530029
	Iteration 35Q: 3 clusters Score -1554275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1554278.125000 Penalty: 3131.530029
	Iteration 36Q: 3 clusters Score -1554278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1554278.625000 Penalty: 3131.530029
	Iteration 37Q: 3 clusters Score -1554279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1554278.625000 Penalty: 3131.530029
	Iteration 38F: 3 clusters Score -1554279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Entering Unmasked Estep 
Score: -1081809.375000 Penalty: 1506.761108
	Iteration 0F: 2 clusters Score -1081809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1074174.375000 Penalty: 3013.522217
	Iteration 0F: 3 clusters Score -1074174 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1076709.875000 Penalty: 3013.522217
	Iteration 1F: 3 clusters Score -1076710 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1076960.375000 Penalty: 3013.522217
	Iteration 2F: 3 clusters Score -1076960 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1077194.875000 Penalty: 3013.522217
	Iteration 3F: 3 clusters Score -1077195 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1077447.500000 Penalty: 3013.522217
	Iteration 4Q: 3 clusters Score -1077448 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1077760.125000 Penalty: 3013.522217
	Iteration 5F: 3 clusters Score -1077760 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1078178.125000 Penalty: 3013.522217
	Iteration 6F: 3 clusters Score -1078178 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1078782.625000 Penalty: 3013.522217
	Iteration 7F: 3 clusters Score -1078783 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1079431.000000 Penalty: 3013.522217
	Iteration 8F: 3 clusters Score -1079431 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1079923.000000 Penalty: 3013.522217
	Iteration 9F: 3 clusters Score -1079923 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1080213.750000 Penalty: 3013.522217
	Iteration 10Q: 3 clusters Score -1080214 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1080402.125000 Penalty: 3013.522217
	Iteration 11Q: 3 clusters Score -1080402 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1080541.500000 Penalty: 3013.522217
	Iteration 12Q: 3 clusters Score -1080542 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1080641.500000 Penalty: 3013.522217
	Iteration 13Q: 3 clusters Score -1080642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1080703.750000 Penalty: 3013.522217
	Iteration 14Q: 3 clusters Score -1080704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1080741.250000 Penalty: 3013.522217
	Iteration 15Q: 3 clusters Score -1080741 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1080775.000000 Penalty: 3013.522217
	Iteration 16Q: 3 clusters Score -1080775 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1080803.875000 Penalty: 3013.522217
	Iteration 17Q: 3 clusters Score -1080804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1080817.125000 Penalty: 3013.522217
	Iteration 18Q: 3 clusters Score -1080817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1080828.000000 Penalty: 3013.522217
	Iteration 19Q: 3 clusters Score -1080828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1080838.750000 Penalty: 3013.522217
	Iteration 20F: 3 clusters Score -1080839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1080846.750000 Penalty: 3013.522217
	Iteration 21Q: 3 clusters Score -1080847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1080854.750000 Penalty: 3013.522217
	Iteration 22Q: 3 clusters Score -1080855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1080859.375000 Penalty: 3013.522217
	Iteration 23Q: 3 clusters Score -1080859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1080865.625000 Penalty: 3013.522217
	Iteration 24Q: 3 clusters Score -1080866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1080868.875000 Penalty: 3013.522217
	Iteration 25Q: 3 clusters Score -1080869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1080872.625000 Penalty: 3013.522217
	Iteration 26Q: 3 clusters Score -1080873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1080876.000000 Penalty: 3013.522217
	Iteration 27Q: 3 clusters Score -1080876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1080878.875000 Penalty: 3013.522217
	Iteration 28Q: 3 clusters Score -1080879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1080881.375000 Penalty: 3013.522217
	Iteration 29Q: 3 clusters Score -1080881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1080886.000000 Penalty: 3013.522217
	Iteration 30Q: 3 clusters Score -1080886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1080889.625000 Penalty: 3013.522217
	Iteration 31Q: 3 clusters Score -1080890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1080895.125000 Penalty: 3013.522217
	Iteration 32Q: 3 clusters Score -1080895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1080894.625000 Penalty: 3013.522217
	Iteration 33Q: 3 clusters Score -1080895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1080899.500000 Penalty: 3013.522217
	Iteration 34Q: 3 clusters Score -1080900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1080901.500000 Penalty: 3013.522217
	Iteration 35Q: 3 clusters Score -1080902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1080902.875000 Penalty: 3013.522217
	Iteration 36Q: 3 clusters Score -1080903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1080905.750000 Penalty: 3013.522217
	Iteration 37Q: 3 clusters Score -1080906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1080906.125000 Penalty: 3013.522217
	Iteration 38Q: 3 clusters Score -1080906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1080906.000000 Penalty: 3013.522217
	Iteration 39Q: 3 clusters Score -1080906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1080905.500000 Penalty: 3013.522217
	Iteration 40F: 3 clusters Score -1080906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1080906.750000 Penalty: 3013.522217
	Iteration 41Q: 3 clusters Score -1080907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1080906.125000 Penalty: 3013.522217
	Iteration 42Q: 3 clusters Score -1080906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1080906.500000 Penalty: 3013.522217
	Iteration 43Q: 3 clusters Score -1080906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1080908.250000 Penalty: 3013.522217
	Iteration 44Q: 3 clusters Score -1080908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1080910.375000 Penalty: 3013.522217
	Iteration 45Q: 3 clusters Score -1080910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1080911.375000 Penalty: 3013.522217
	Iteration 46Q: 3 clusters Score -1080911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1080912.125000 Penalty: 3013.522217
	Iteration 47Q: 3 clusters Score -1080912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1080911.750000 Penalty: 3013.522217
	Iteration 48Q: 3 clusters Score -1080912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1080912.375000 Penalty: 3013.522217
	Iteration 49Q: 3 clusters Score -1080912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1080913.250000 Penalty: 3013.522217
	Iteration 50Q: 3 clusters Score -1080913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1080912.875000 Penalty: 3013.522217
	Iteration 51Q: 3 clusters Score -1080913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1080913.875000 Penalty: 3013.522217
	Iteration 52Q: 3 clusters Score -1080914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1080916.250000 Penalty: 3013.522217
	Iteration 53Q: 3 clusters Score -1080916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1080916.875000 Penalty: 3013.522217
	Iteration 54Q: 3 clusters Score -1080917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1080917.500000 Penalty: 3013.522217
	Iteration 55Q: 3 clusters Score -1080918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1080917.375000 Penalty: 3013.522217
	Iteration 56Q: 3 clusters Score -1080917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1080918.750000 Penalty: 3013.522217
	Iteration 57Q: 3 clusters Score -1080919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1080918.750000 Penalty: 3013.522217
	Iteration 58F: 3 clusters Score -1080919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -593990.250000 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -593990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -589204.937500 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -589204.9 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -590797.250000 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -590797.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -591156.625000 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -591156.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -591449.750000 Penalty: 2837.264404
	Iteration 3F: 3 clusters Score -591449.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -591650.312500 Penalty: 2837.264404
	Iteration 4F: 3 clusters Score -591650.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -591799.937500 Penalty: 2837.264404
	Iteration 5Q: 3 clusters Score -591799.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -591914.062500 Penalty: 2837.264404
	Iteration 6Q: 3 clusters Score -591914.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -592008.875000 Penalty: 2837.264404
	Iteration 7Q: 3 clusters Score -592008.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -592119.000000 Penalty: 2837.264404
	Iteration 8Q: 3 clusters Score -592119 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -592248.375000 Penalty: 2837.264404
	Iteration 9Q: 3 clusters Score -592248.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -592353.750000 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -592353.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -592491.125000 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -592491.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -592655.125000 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -592655.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -592840.500000 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -592840.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -593039.562500 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -593039.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -593205.062500 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -593205.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -593315.812500 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -593315.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -593371.375000 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -593371.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -593409.562500 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -593409.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -593434.562500 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -593434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -593451.250000 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -593451.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -593463.687500 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -593463.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -593477.625000 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -593477.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -593495.250000 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -593495.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -593510.125000 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -593510.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -593525.750000 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -593525.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -593534.062500 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -593534.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -593546.375000 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -593546.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -593561.375000 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -593561.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -593572.125000 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -593572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -593583.062500 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -593583.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -593597.687500 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -593597.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -593616.000000 Penalty: 2837.264404
	Iteration 32Q: 3 clusters Score -593616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -593630.187500 Penalty: 2837.264404
	Iteration 33Q: 3 clusters Score -593630.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -593639.000000 Penalty: 2837.264404
	Iteration 34Q: 3 clusters Score -593639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -593649.062500 Penalty: 2837.264404
	Iteration 35Q: 3 clusters Score -593649.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -593654.812500 Penalty: 2837.264404
	Iteration 36Q: 3 clusters Score -593654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -593657.937500 Penalty: 2837.264404
	Iteration 37Q: 3 clusters Score -593657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -593660.812500 Penalty: 2837.264404
	Iteration 38Q: 3 clusters Score -593660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -593661.437500 Penalty: 2837.264404
	Iteration 39Q: 3 clusters Score -593661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -593663.062500 Penalty: 2837.264404
	Iteration 40F: 3 clusters Score -593663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -593665.062500 Penalty: 2837.264404
	Iteration 41Q: 3 clusters Score -593665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -593665.937500 Penalty: 2837.264404
	Iteration 42Q: 3 clusters Score -593665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -593667.750000 Penalty: 2837.264404
	Iteration 43Q: 3 clusters Score -593667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -593669.562500 Penalty: 2837.264404
	Iteration 44Q: 3 clusters Score -593669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -593670.625000 Penalty: 2837.264404
	Iteration 45Q: 3 clusters Score -593670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -593673.312500 Penalty: 2837.264404
	Iteration 46Q: 3 clusters Score -593673.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -593674.625000 Penalty: 2837.264404
	Iteration 47Q: 3 clusters Score -593674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -593674.375000 Penalty: 2837.264404
	Iteration 48Q: 3 clusters Score -593674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -593675.500000 Penalty: 2837.264404
	Iteration 49Q: 3 clusters Score -593675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -593676.437500 Penalty: 2837.264404
	Iteration 50Q: 3 clusters Score -593676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -593676.062500 Penalty: 2837.264404
	Iteration 51Q: 3 clusters Score -593676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -593677.375000 Penalty: 2837.264404
	Iteration 52Q: 3 clusters Score -593677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -593676.875000 Penalty: 2837.264404
	Iteration 53Q: 3 clusters Score -593676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -593676.875000 Penalty: 2837.264404
	Iteration 54F: 3 clusters Score -593676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Entering Unmasked Estep 
Score: -2001808.250000 Penalty: 1601.143921
	Iteration 0F: 2 clusters Score -2001808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1988783.000000 Penalty: 3202.287842
	Iteration 0F: 3 clusters Score -1988783 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1993312.000000 Penalty: 3202.287842
	Iteration 1F: 3 clusters Score -1993312 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1993519.250000 Penalty: 3202.287842
	Iteration 2Q: 3 clusters Score -1993519 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1993705.500000 Penalty: 3202.287842
	Iteration 3Q: 3 clusters Score -1993706 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1993863.750000 Penalty: 3202.287842
	Iteration 4Q: 3 clusters Score -1993864 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1993993.125000 Penalty: 3202.287842
	Iteration 5Q: 3 clusters Score -1993993 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1994108.750000 Penalty: 3202.287842
	Iteration 6Q: 3 clusters Score -1994109 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1994219.375000 Penalty: 3202.287842
	Iteration 7Q: 3 clusters Score -1994219 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1994314.000000 Penalty: 3202.287842
	Iteration 8Q: 3 clusters Score -1994314 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1994402.000000 Penalty: 3202.287842
	Iteration 9Q: 3 clusters Score -1994402 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1994513.000000 Penalty: 3202.287842
	Iteration 10Q: 3 clusters Score -1994513 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1994616.750000 Penalty: 3202.287842
	Iteration 11Q: 3 clusters Score -1994617 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1994756.500000 Penalty: 3202.287842
	Iteration 12Q: 3 clusters Score -1994756 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1994905.125000 Penalty: 3202.287842
	Iteration 13Q: 3 clusters Score -1994905 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1995075.125000 Penalty: 3202.287842
	Iteration 14Q: 3 clusters Score -1995075 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1995326.000000 Penalty: 3202.287842
	Iteration 15Q: 3 clusters Score -1995326 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1995729.125000 Penalty: 3202.287842
	Iteration 16Q: 3 clusters Score -1995729 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1996261.500000 Penalty: 3202.287842
	Iteration 17Q: 3 clusters Score -1996262 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1996872.125000 Penalty: 3202.287842
	Iteration 18Q: 3 clusters Score -1996872 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1997481.750000 Penalty: 3202.287842
	Iteration 19Q: 3 clusters Score -1997482 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1998001.750000 Penalty: 3202.287842
	Iteration 20F: 3 clusters Score -1998002 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1998461.000000 Penalty: 3202.287842
	Iteration 21Q: 3 clusters Score -1998461 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1998803.250000 Penalty: 3202.287842
	Iteration 22Q: 3 clusters Score -1998803 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1999044.250000 Penalty: 3202.287842
	Iteration 23Q: 3 clusters Score -1999044 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1999230.000000 Penalty: 3202.287842
	Iteration 24Q: 3 clusters Score -1999230 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1999387.125000 Penalty: 3202.287842
	Iteration 25Q: 3 clusters Score -1999387 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1999523.625000 Penalty: 3202.287842
	Iteration 26Q: 3 clusters Score -1999524 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1999662.125000 Penalty: 3202.287842
	Iteration 27Q: 3 clusters Score -1999662 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1999768.000000 Penalty: 3202.287842
	Iteration 28Q: 3 clusters Score -1999768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1999865.375000 Penalty: 3202.287842
	Iteration 29Q: 3 clusters Score -1999865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1999943.875000 Penalty: 3202.287842
	Iteration 30Q: 3 clusters Score -1999944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2000010.125000 Penalty: 3202.287842
	Iteration 31Q: 3 clusters Score -2000010 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2000073.750000 Penalty: 3202.287842
	Iteration 32Q: 3 clusters Score -2000074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2000131.500000 Penalty: 3202.287842
	Iteration 33Q: 3 clusters Score -2000132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2000177.000000 Penalty: 3202.287842
	Iteration 34Q: 3 clusters Score -2000177 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2000225.250000 Penalty: 3202.287842
	Iteration 35Q: 3 clusters Score -2000225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2000261.000000 Penalty: 3202.287842
	Iteration 36Q: 3 clusters Score -2000261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2000283.250000 Penalty: 3202.287842
	Iteration 37Q: 3 clusters Score -2000283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2000311.750000 Penalty: 3202.287842
	Iteration 38Q: 3 clusters Score -2000312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2000325.500000 Penalty: 3202.287842
	Iteration 39Q: 3 clusters Score -2000326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2000342.750000 Penalty: 3202.287842
	Iteration 40F: 3 clusters Score -2000343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2000358.625000 Penalty: 3202.287842
	Iteration 41Q: 3 clusters Score -2000359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2000364.250000 Penalty: 3202.287842
	Iteration 42Q: 3 clusters Score -2000364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2000374.250000 Penalty: 3202.287842
	Iteration 43Q: 3 clusters Score -2000374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2000378.750000 Penalty: 3202.287842
	Iteration 44Q: 3 clusters Score -2000379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2000384.250000 Penalty: 3202.287842
	Iteration 45Q: 3 clusters Score -2000384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2000392.375000 Penalty: 3202.287842
	Iteration 46Q: 3 clusters Score -2000392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2000395.750000 Penalty: 3202.287842
	Iteration 47Q: 3 clusters Score -2000396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2000403.125000 Penalty: 3202.287842
	Iteration 48Q: 3 clusters Score -2000403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2000407.750000 Penalty: 3202.287842
	Iteration 49Q: 3 clusters Score -2000408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2000411.625000 Penalty: 3202.287842
	Iteration 50Q: 3 clusters Score -2000412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2000423.125000 Penalty: 3202.287842
	Iteration 51Q: 3 clusters Score -2000423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2000426.375000 Penalty: 3202.287842
	Iteration 52Q: 3 clusters Score -2000426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2000428.250000 Penalty: 3202.287842
	Iteration 53Q: 3 clusters Score -2000428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2000434.000000 Penalty: 3202.287842
	Iteration 54Q: 3 clusters Score -2000434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2000438.500000 Penalty: 3202.287842
	Iteration 55Q: 3 clusters Score -2000438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2000444.250000 Penalty: 3202.287842
	Iteration 56Q: 3 clusters Score -2000444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2000446.250000 Penalty: 3202.287842
	Iteration 57Q: 3 clusters Score -2000446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2000453.625000 Penalty: 3202.287842
	Iteration 58Q: 3 clusters Score -2000454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2000457.625000 Penalty: 3202.287842
	Iteration 59Q: 3 clusters Score -2000458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2000459.125000 Penalty: 3202.287842
	Iteration 60F: 3 clusters Score -2000459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2000458.750000 Penalty: 3202.287842
	Iteration 61Q: 3 clusters Score -2000459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2000461.625000 Penalty: 3202.287842
	Iteration 62Q: 3 clusters Score -2000462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2000463.000000 Penalty: 3202.287842
	Iteration 63Q: 3 clusters Score -2000463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2000464.750000 Penalty: 3202.287842
	Iteration 64Q: 3 clusters Score -2000465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2000468.125000 Penalty: 3202.287842
	Iteration 65Q: 3 clusters Score -2000468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2000467.125000 Penalty: 3202.287842
	Iteration 66Q: 3 clusters Score -2000467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2000469.125000 Penalty: 3202.287842
	Iteration 67Q: 3 clusters Score -2000469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2000467.875000 Penalty: 3202.287842
	Iteration 68Q: 3 clusters Score -2000468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2000470.625000 Penalty: 3202.287842
	Iteration 69Q: 3 clusters Score -2000471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2000472.875000 Penalty: 3202.287842
	Iteration 70Q: 3 clusters Score -2000473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2000473.125000 Penalty: 3202.287842
	Iteration 71Q: 3 clusters Score -2000473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2000479.250000 Penalty: 3202.287842
	Iteration 72Q: 3 clusters Score -2000479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2000481.625000 Penalty: 3202.287842
	Iteration 73Q: 3 clusters Score -2000482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2000481.625000 Penalty: 3202.287842
	Iteration 74Q: 3 clusters Score -2000482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2000482.500000 Penalty: 3202.287842
	Iteration 75Q: 3 clusters Score -2000482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2000482.500000 Penalty: 3202.287842
	Iteration 76F: 3 clusters Score -2000482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -276208.187500 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -276208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -273370.281250 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -273370.3 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -274445.468750 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -274445.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -274914.781250 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -274914.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -275286.125000 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -275286.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -275564.593750 Penalty: 2619.983398
	Iteration 4F: 3 clusters Score -275564.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -275733.531250 Penalty: 2619.983398
	Iteration 5F: 3 clusters Score -275733.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -275813.968750 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -275814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -275850.281250 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -275850.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -275873.718750 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -275873.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275883.593750 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -275883.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -275893.687500 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -275893.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -275901.812500 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -275901.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -275912.187500 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -275912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -275918.812500 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -275918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -275925.156250 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -275925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -275929.468750 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -275929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -275934.625000 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -275934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -275941.843750 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -275941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -275946.250000 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -275946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -275949.062500 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -275949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -275955.656250 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -275955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -275959.625000 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -275959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -275962.687500 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -275962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -275964.156250 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -275964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -275964.687500 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -275964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -275964.875000 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -275964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -275965.250000 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -275965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -275965.250000 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -275965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -275965.250000 Penalty: 2619.983398
	Iteration 28F: 3 clusters Score -275965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -772583.812500 Penalty: 1453.912842
	Iteration 0F: 2 clusters Score -772583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -766949.687500 Penalty: 2907.825684
	Iteration 0F: 3 clusters Score -766949.7 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -768731.375000 Penalty: 2907.825684
	Iteration 1F: 3 clusters Score -768731.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -769036.000000 Penalty: 2907.825684
	Iteration 2F: 3 clusters Score -769036 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -769313.437500 Penalty: 2907.825684
	Iteration 3F: 3 clusters Score -769313.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -769608.250000 Penalty: 2907.825684
	Iteration 4F: 3 clusters Score -769608.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -769957.812500 Penalty: 2907.825684
	Iteration 5F: 3 clusters Score -769957.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -770337.375000 Penalty: 2907.825684
	Iteration 6F: 3 clusters Score -770337.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -770718.125000 Penalty: 2907.825684
	Iteration 7F: 3 clusters Score -770718.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -771061.062500 Penalty: 2907.825684
	Iteration 8Q: 3 clusters Score -771061.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -771351.000000 Penalty: 2907.825684
	Iteration 9Q: 3 clusters Score -771351 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -771640.562500 Penalty: 2907.825684
	Iteration 10Q: 3 clusters Score -771640.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -771843.062500 Penalty: 2907.825684
	Iteration 11Q: 3 clusters Score -771843.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -771959.937500 Penalty: 2907.825684
	Iteration 12Q: 3 clusters Score -771959.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -772037.750000 Penalty: 2907.825684
	Iteration 13Q: 3 clusters Score -772037.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -772082.312500 Penalty: 2907.825684
	Iteration 14Q: 3 clusters Score -772082.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -772107.437500 Penalty: 2907.825684
	Iteration 15Q: 3 clusters Score -772107.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -772115.500000 Penalty: 2907.825684
	Iteration 16Q: 3 clusters Score -772115.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -772117.750000 Penalty: 2907.825684
	Iteration 17Q: 3 clusters Score -772117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -772119.000000 Penalty: 2907.825684
	Iteration 18Q: 3 clusters Score -772119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -772120.562500 Penalty: 2907.825684
	Iteration 19Q: 3 clusters Score -772120.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -772122.187500 Penalty: 2907.825684
	Iteration 20F: 3 clusters Score -772122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -772123.625000 Penalty: 2907.825684
	Iteration 21Q: 3 clusters Score -772123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -772125.187500 Penalty: 2907.825684
	Iteration 22Q: 3 clusters Score -772125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -772125.625000 Penalty: 2907.825684
	Iteration 23Q: 3 clusters Score -772125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -772128.625000 Penalty: 2907.825684
	Iteration 24Q: 3 clusters Score -772128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -772127.687500 Penalty: 2907.825684
	Iteration 25Q: 3 clusters Score -772127.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -772128.625000 Penalty: 2907.825684
	Iteration 26Q: 3 clusters Score -772128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -772129.562500 Penalty: 2907.825684
	Iteration 27Q: 3 clusters Score -772129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -772131.125000 Penalty: 2907.825684
	Iteration 28Q: 3 clusters Score -772131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -772133.500000 Penalty: 2907.825684
	Iteration 29Q: 3 clusters Score -772133.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -772134.812500 Penalty: 2907.825684
	Iteration 30Q: 3 clusters Score -772134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -772137.125000 Penalty: 2907.825684
	Iteration 31Q: 3 clusters Score -772137.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -772137.312500 Penalty: 2907.825684
	Iteration 32Q: 3 clusters Score -772137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -772137.750000 Penalty: 2907.825684
	Iteration 33Q: 3 clusters Score -772137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -772140.562500 Penalty: 2907.825684
	Iteration 34Q: 3 clusters Score -772140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -772142.750000 Penalty: 2907.825684
	Iteration 35Q: 3 clusters Score -772142.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -772143.937500 Penalty: 2907.825684
	Iteration 36Q: 3 clusters Score -772143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -772146.062500 Penalty: 2907.825684
	Iteration 37Q: 3 clusters Score -772146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -772146.750000 Penalty: 2907.825684
	Iteration 38Q: 3 clusters Score -772146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -772146.312500 Penalty: 2907.825684
	Iteration 39Q: 3 clusters Score -772146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -772147.000000 Penalty: 2907.825684
	Iteration 40F: 3 clusters Score -772147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -517167.687500 Penalty: 1391.445312
	Iteration 0F: 2 clusters Score -517167.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -513085.281250 Penalty: 2782.890625
	Iteration 0F: 3 clusters Score -513085.3 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -514308.281250 Penalty: 2782.890625
	Iteration 1F: 3 clusters Score -514308.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -514656.625000 Penalty: 2782.890625
	Iteration 2F: 3 clusters Score -514656.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -515028.562500 Penalty: 2782.890625
	Iteration 3F: 3 clusters Score -515028.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -515496.750000 Penalty: 2782.890625
	Iteration 4F: 3 clusters Score -515496.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -515943.281250 Penalty: 2782.890625
	Iteration 5F: 3 clusters Score -515943.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -516233.343750 Penalty: 2782.890625
	Iteration 6F: 3 clusters Score -516233.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -516369.343750 Penalty: 2782.890625
	Iteration 7Q: 3 clusters Score -516369.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -516450.656250 Penalty: 2782.890625
	Iteration 8Q: 3 clusters Score -516450.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -516494.343750 Penalty: 2782.890625
	Iteration 9Q: 3 clusters Score -516494.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -516527.750000 Penalty: 2782.890625
	Iteration 10Q: 3 clusters Score -516527.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -516548.812500 Penalty: 2782.890625
	Iteration 11Q: 3 clusters Score -516548.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -516562.718750 Penalty: 2782.890625
	Iteration 12Q: 3 clusters Score -516562.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -516572.718750 Penalty: 2782.890625
	Iteration 13Q: 3 clusters Score -516572.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -516577.062500 Penalty: 2782.890625
	Iteration 14Q: 3 clusters Score -516577.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -516581.312500 Penalty: 2782.890625
	Iteration 15Q: 3 clusters Score -516581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -516583.187500 Penalty: 2782.890625
	Iteration 16Q: 3 clusters Score -516583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -516585.281250 Penalty: 2782.890625
	Iteration 17Q: 3 clusters Score -516585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -516585.500000 Penalty: 2782.890625
	Iteration 18Q: 3 clusters Score -516585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -516586.625000 Penalty: 2782.890625
	Iteration 19Q: 3 clusters Score -516586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -516586.718750 Penalty: 2782.890625
	Iteration 20F: 3 clusters Score -516586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -516586.750000 Penalty: 2782.890625
	Iteration 21Q: 3 clusters Score -516586.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -516586.750000 Penalty: 2782.890625
	Iteration 22F: 3 clusters Score -516586.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (29038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Entering Unmasked Estep 
Score: -2960808.500000 Penalty: 1669.908569
	Iteration 0F: 2 clusters Score -2960808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2941412.750000 Penalty: 3339.817139
	Iteration 0F: 3 clusters Score -2941413 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2949105.500000 Penalty: 3339.817139
	Iteration 1F: 3 clusters Score -2949106 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2949976.000000 Penalty: 3339.817139
	Iteration 2F: 3 clusters Score -2949976 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2951056.750000 Penalty: 3339.817139
	Iteration 3F: 3 clusters Score -2951057 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2952328.250000 Penalty: 3339.817139
	Iteration 4F: 3 clusters Score -2952328 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2953699.000000 Penalty: 3339.817139
	Iteration 5F: 3 clusters Score -2953699 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2955024.750000 Penalty: 3339.817139
	Iteration 6F: 3 clusters Score -2955025 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2956181.000000 Penalty: 3339.817139
	Iteration 7Q: 3 clusters Score -2956181 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2956995.500000 Penalty: 3339.817139
	Iteration 8Q: 3 clusters Score -2956996 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2957598.000000 Penalty: 3339.817139
	Iteration 9Q: 3 clusters Score -2957598 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2958002.500000 Penalty: 3339.817139
	Iteration 10Q: 3 clusters Score -2958002 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2958297.250000 Penalty: 3339.817139
	Iteration 11Q: 3 clusters Score -2958297 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2958521.500000 Penalty: 3339.817139
	Iteration 12Q: 3 clusters Score -2958522 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2958734.500000 Penalty: 3339.817139
	Iteration 13Q: 3 clusters Score -2958734 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2958912.000000 Penalty: 3339.817139
	Iteration 14Q: 3 clusters Score -2958912 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -2959041.250000 Penalty: 3339.817139
	Iteration 15Q: 3 clusters Score -2959041 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -2959110.250000 Penalty: 3339.817139
	Iteration 16Q: 3 clusters Score -2959110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2959174.000000 Penalty: 3339.817139
	Iteration 17Q: 3 clusters Score -2959174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2959207.000000 Penalty: 3339.817139
	Iteration 18Q: 3 clusters Score -2959207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -2959249.250000 Penalty: 3339.817139
	Iteration 19Q: 3 clusters Score -2959249 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2959282.750000 Penalty: 3339.817139
	Iteration 20F: 3 clusters Score -2959283 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2959312.500000 Penalty: 3339.817139
	Iteration 21Q: 3 clusters Score -2959312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2959337.000000 Penalty: 3339.817139
	Iteration 22Q: 3 clusters Score -2959337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2959353.000000 Penalty: 3339.817139
	Iteration 23Q: 3 clusters Score -2959353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -2959371.750000 Penalty: 3339.817139
	Iteration 24Q: 3 clusters Score -2959372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -2959380.250000 Penalty: 3339.817139
	Iteration 25Q: 3 clusters Score -2959380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2959391.500000 Penalty: 3339.817139
	Iteration 26Q: 3 clusters Score -2959392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -2959418.000000 Penalty: 3339.817139
	Iteration 27Q: 3 clusters Score -2959418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -2959422.000000 Penalty: 3339.817139
	Iteration 28Q: 3 clusters Score -2959422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -2959438.500000 Penalty: 3339.817139
	Iteration 29Q: 3 clusters Score -2959438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -2959445.250000 Penalty: 3339.817139
	Iteration 30Q: 3 clusters Score -2959445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2959457.000000 Penalty: 3339.817139
	Iteration 31Q: 3 clusters Score -2959457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -2959464.500000 Penalty: 3339.817139
	Iteration 32Q: 3 clusters Score -2959464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2959478.000000 Penalty: 3339.817139
	Iteration 33Q: 3 clusters Score -2959478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -2959486.250000 Penalty: 3339.817139
	Iteration 34Q: 3 clusters Score -2959486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2959487.500000 Penalty: 3339.817139
	Iteration 35Q: 3 clusters Score -2959488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2959491.750000 Penalty: 3339.817139
	Iteration 36Q: 3 clusters Score -2959492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2959494.000000 Penalty: 3339.817139
	Iteration 37Q: 3 clusters Score -2959494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2959492.500000 Penalty: 3339.817139
	Iteration 38Q: 3 clusters Score -2959492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -2959495.750000 Penalty: 3339.817139
	Iteration 39Q: 3 clusters Score -2959496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2959504.750000 Penalty: 3339.817139
	Iteration 40F: 3 clusters Score -2959505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2959510.500000 Penalty: 3339.817139
	Iteration 41Q: 3 clusters Score -2959510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2959511.250000 Penalty: 3339.817139
	Iteration 42Q: 3 clusters Score -2959511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2959509.250000 Penalty: 3339.817139
	Iteration 43Q: 3 clusters Score -2959509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2959510.750000 Penalty: 3339.817139
	Iteration 44Q: 3 clusters Score -2959511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2959513.000000 Penalty: 3339.817139
	Iteration 45Q: 3 clusters Score -2959513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2959516.000000 Penalty: 3339.817139
	Iteration 46Q: 3 clusters Score -2959516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -2959526.250000 Penalty: 3339.817139
	Iteration 47Q: 3 clusters Score -2959526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -2959526.250000 Penalty: 3339.817139
	Iteration 48Q: 3 clusters Score -2959526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -2959527.000000 Penalty: 3339.817139
	Iteration 49Q: 3 clusters Score -2959527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -2959529.750000 Penalty: 3339.817139
	Iteration 50Q: 3 clusters Score -2959530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -2959533.500000 Penalty: 3339.817139
	Iteration 51Q: 3 clusters Score -2959534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -2959541.000000 Penalty: 3339.817139
	Iteration 52Q: 3 clusters Score -2959541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -2959540.750000 Penalty: 3339.817139
	Iteration 53Q: 3 clusters Score -2959541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2959542.250000 Penalty: 3339.817139
	Iteration 54Q: 3 clusters Score -2959542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2959542.250000 Penalty: 3339.817139
	Iteration 55F: 3 clusters Score -2959542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -284392.593750 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -284392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -281756.093750 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -281756.1 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -282556.531250 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -282556.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -282834.750000 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -282834.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -283105.281250 Penalty: 2598.584229
	Iteration 3F: 3 clusters Score -283105.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -283437.187500 Penalty: 2598.584229
	Iteration 4F: 3 clusters Score -283437.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -283746.156250 Penalty: 2598.584229
	Iteration 5F: 3 clusters Score -283746.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284007.750000 Penalty: 2598.584229
	Iteration 6F: 3 clusters Score -284007.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -284183.281250 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -284183.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -284275.562500 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -284275.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -284317.187500 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -284317.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -284343.343750 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -284343.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -284359.031250 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -284359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -284370.312500 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -284370.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -284383.468750 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -284383.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -284395.312500 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -284395.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -284401.156250 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -284401.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -284406.531250 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -284406.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -284412.906250 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -284412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -284418.937500 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -284418.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -284422.468750 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -284422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -284423.437500 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -284423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 1447 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Mstep: Class 50 contains 1521 members 
Entering Unmasked Estep 
Score: -154061456.000000 Penalty: 115734.070312
Splitting cluster 46 changes total score from -154062720.000000 to -154061456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -178889.312500 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -178889.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -176877.500000 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -176877.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -177365.843750 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -177365.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177502.734375 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -177502.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -177595.046875 Penalty: 2464.389893
	Iteration 3F: 3 clusters Score -177595 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -177662.750000 Penalty: 2464.389893
	Iteration 4Q: 3 clusters Score -177662.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -177718.546875 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -177718.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177769.468750 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -177769.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177811.000000 Penalty: 2464.389893
	Iteration 7Q: 3 clusters Score -177811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177838.734375 Penalty: 2464.389893
	Iteration 8Q: 3 clusters Score -177838.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -177854.718750 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -177854.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177863.671875 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -177863.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177867.875000 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -177867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177873.046875 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -177873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -177878.953125 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -177879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -177886.046875 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -177886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -177890.031250 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -177890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177895.546875 Penalty: 2464.389893
	Iteration 16Q: 3 clusters Score -177895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -177898.171875 Penalty: 2464.389893
	Iteration 17Q: 3 clusters Score -177898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177906.812500 Penalty: 2464.389893
	Iteration 18Q: 3 clusters Score -177906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177910.406250 Penalty: 2464.389893
	Iteration 19Q: 3 clusters Score -177910.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177913.453125 Penalty: 2464.389893
	Iteration 20F: 3 clusters Score -177913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177918.625000 Penalty: 2464.389893
	Iteration 21Q: 3 clusters Score -177918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177922.000000 Penalty: 2464.389893
	Iteration 22Q: 3 clusters Score -177922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177924.375000 Penalty: 2464.389893
	Iteration 23Q: 3 clusters Score -177924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -177926.828125 Penalty: 2464.389893
	Iteration 24Q: 3 clusters Score -177926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177931.796875 Penalty: 2464.389893
	Iteration 25Q: 3 clusters Score -177931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177936.531250 Penalty: 2464.389893
	Iteration 26Q: 3 clusters Score -177936.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177937.921875 Penalty: 2464.389893
	Iteration 27Q: 3 clusters Score -177937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177939.359375 Penalty: 2464.389893
	Iteration 28Q: 3 clusters Score -177939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177939.656250 Penalty: 2464.389893
	Iteration 29Q: 3 clusters Score -177939.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177939.656250 Penalty: 2464.389893
	Iteration 30F: 3 clusters Score -177939.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Entering Unmasked Estep 
Score: -790909.312500 Penalty: 1454.081909
	Iteration 0F: 2 clusters Score -790909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -785257.562500 Penalty: 2908.163818
	Iteration 0F: 3 clusters Score -785257.6 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -787070.375000 Penalty: 2908.163818
	Iteration 1F: 3 clusters Score -787070.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -787365.625000 Penalty: 2908.163818
	Iteration 2F: 3 clusters Score -787365.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -787631.375000 Penalty: 2908.163818
	Iteration 3F: 3 clusters Score -787631.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -787882.062500 Penalty: 2908.163818
	Iteration 4F: 3 clusters Score -787882.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -788140.125000 Penalty: 2908.163818
	Iteration 5F: 3 clusters Score -788140.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -788386.250000 Penalty: 2908.163818
	Iteration 6Q: 3 clusters Score -788386.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -788608.312500 Penalty: 2908.163818
	Iteration 7Q: 3 clusters Score -788608.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -788787.000000 Penalty: 2908.163818
	Iteration 8Q: 3 clusters Score -788787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -788921.375000 Penalty: 2908.163818
	Iteration 9Q: 3 clusters Score -788921.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -789029.937500 Penalty: 2908.163818
	Iteration 10Q: 3 clusters Score -789029.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -789115.000000 Penalty: 2908.163818
	Iteration 11Q: 3 clusters Score -789115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -789192.437500 Penalty: 2908.163818
	Iteration 12Q: 3 clusters Score -789192.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -789288.312500 Penalty: 2908.163818
	Iteration 13Q: 3 clusters Score -789288.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -789416.937500 Penalty: 2908.163818
	Iteration 14Q: 3 clusters Score -789416.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -789549.562500 Penalty: 2908.163818
	Iteration 15Q: 3 clusters Score -789549.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -789660.750000 Penalty: 2908.163818
	Iteration 16Q: 3 clusters Score -789660.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -789716.687500 Penalty: 2908.163818
	Iteration 17Q: 3 clusters Score -789716.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -789747.375000 Penalty: 2908.163818
	Iteration 18Q: 3 clusters Score -789747.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -789765.750000 Penalty: 2908.163818
	Iteration 19Q: 3 clusters Score -789765.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -789778.375000 Penalty: 2908.163818
	Iteration 20F: 3 clusters Score -789778.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -789790.562500 Penalty: 2908.163818
	Iteration 21Q: 3 clusters Score -789790.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -789796.125000 Penalty: 2908.163818
	Iteration 22Q: 3 clusters Score -789796.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -789800.250000 Penalty: 2908.163818
	Iteration 23Q: 3 clusters Score -789800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -789801.750000 Penalty: 2908.163818
	Iteration 24Q: 3 clusters Score -789801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -789802.437500 Penalty: 2908.163818
	Iteration 25Q: 3 clusters Score -789802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -789806.625000 Penalty: 2908.163818
	Iteration 26Q: 3 clusters Score -789806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -789805.062500 Penalty: 2908.163818
	Iteration 27Q: 3 clusters Score -789805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -789805.375000 Penalty: 2908.163818
	Iteration 28Q: 3 clusters Score -789805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -789808.062500 Penalty: 2908.163818
	Iteration 29Q: 3 clusters Score -789808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -789806.062500 Penalty: 2908.163818
	Iteration 30Q: 3 clusters Score -789806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -789810.000000 Penalty: 2908.163818
	Iteration 31Q: 3 clusters Score -789810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -789810.500000 Penalty: 2908.163818
	Iteration 32Q: 3 clusters Score -789810.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -789811.125000 Penalty: 2908.163818
	Iteration 33Q: 3 clusters Score -789811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -789814.187500 Penalty: 2908.163818
	Iteration 34Q: 3 clusters Score -789814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -789812.812500 Penalty: 2908.163818
	Iteration 35Q: 3 clusters Score -789812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -789814.375000 Penalty: 2908.163818
	Iteration 36Q: 3 clusters Score -789814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -789816.687500 Penalty: 2908.163818
	Iteration 37Q: 3 clusters Score -789816.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -789817.625000 Penalty: 2908.163818
	Iteration 38Q: 3 clusters Score -789817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -789820.375000 Penalty: 2908.163818
	Iteration 39Q: 3 clusters Score -789820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -789819.812500 Penalty: 2908.163818
	Iteration 40F: 3 clusters Score -789819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -789822.437500 Penalty: 2908.163818
	Iteration 41Q: 3 clusters Score -789822.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -789826.437500 Penalty: 2908.163818
	Iteration 42Q: 3 clusters Score -789826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -789828.250000 Penalty: 2908.163818
	Iteration 43Q: 3 clusters Score -789828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -789828.875000 Penalty: 2908.163818
	Iteration 44Q: 3 clusters Score -789828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -789830.187500 Penalty: 2908.163818
	Iteration 45Q: 3 clusters Score -789830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -789831.562500 Penalty: 2908.163818
	Iteration 46Q: 3 clusters Score -789831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -789832.562500 Penalty: 2908.163818
	Iteration 47Q: 3 clusters Score -789832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -789832.125000 Penalty: 2908.163818
	Iteration 48Q: 3 clusters Score -789832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -789832.125000 Penalty: 2908.163818
	Iteration 49F: 3 clusters Score -789832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -285298.250000 Penalty: 1296.308350
	Iteration 0F: 2 clusters Score -285298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -282647.937500 Penalty: 2592.616699
	Iteration 0F: 3 clusters Score -282647.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -283397.687500 Penalty: 2592.616699
	Iteration 1F: 3 clusters Score -283397.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283643.468750 Penalty: 2592.616699
	Iteration 2F: 3 clusters Score -283643.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -283867.562500 Penalty: 2592.616699
	Iteration 3F: 3 clusters Score -283867.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284055.593750 Penalty: 2592.616699
	Iteration 4F: 3 clusters Score -284055.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -284184.000000 Penalty: 2592.616699
	Iteration 5Q: 3 clusters Score -284184 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -284281.218750 Penalty: 2592.616699
	Iteration 6Q: 3 clusters Score -284281.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -284380.468750 Penalty: 2592.616699
	Iteration 7Q: 3 clusters Score -284380.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284485.000000 Penalty: 2592.616699
	Iteration 8Q: 3 clusters Score -284485 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -284599.375000 Penalty: 2592.616699
	Iteration 9Q: 3 clusters Score -284599.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284692.250000 Penalty: 2592.616699
	Iteration 10Q: 3 clusters Score -284692.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -284779.906250 Penalty: 2592.616699
	Iteration 11Q: 3 clusters Score -284779.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -284870.187500 Penalty: 2592.616699
	Iteration 12Q: 3 clusters Score -284870.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284925.250000 Penalty: 2592.616699
	Iteration 13Q: 3 clusters Score -284925.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284963.906250 Penalty: 2592.616699
	Iteration 14Q: 3 clusters Score -284963.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284997.000000 Penalty: 2592.616699
	Iteration 15Q: 3 clusters Score -284997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -285014.843750 Penalty: 2592.616699
	Iteration 16Q: 3 clusters Score -285014.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -285026.093750 Penalty: 2592.616699
	Iteration 17Q: 3 clusters Score -285026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285031.781250 Penalty: 2592.616699
	Iteration 18Q: 3 clusters Score -285031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -285034.968750 Penalty: 2592.616699
	Iteration 19Q: 3 clusters Score -285035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -285035.687500 Penalty: 2592.616699
	Iteration 20F: 3 clusters Score -285035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -285035.906250 Penalty: 2592.616699
	Iteration 21Q: 3 clusters Score -285035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -285037.062500 Penalty: 2592.616699
	Iteration 22Q: 3 clusters Score -285037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -285036.218750 Penalty: 2592.616699
	Iteration 23Q: 3 clusters Score -285036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -285036.312500 Penalty: 2592.616699
	Iteration 24Q: 3 clusters Score -285036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -285036.312500 Penalty: 2592.616699
	Iteration 25F: 3 clusters Score -285036.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 80999 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 70472 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 31604 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 66574 members 
Mstep: Class 19 contains 169226 members 
Mstep: Class 20 contains 1550 members 
Mstep: Class 21 contains 99377 members 
Mstep: Class 22 contains 102013 members 
Mstep: Class 23 contains 1907 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155233 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 186657 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30010 members 
Mstep: Class 31 contains 7317 members 
Mstep: Class 32 contains 10120 members 
Mstep: Class 33 contains 16851 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 4378 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 15298 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 19019 members 
Mstep: Class 42 contains 3170 members 
Mstep: Class 43 contains 7686 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29038 members 
Mstep: Class 46 contains 2968 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7694 members 
Mstep: Class 49 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062656.000000 Penalty: 113419.390625
Iteration 159Q: 50 clusters Score -1.540627e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 12741 members 
Mstep: Class 5 contains 11667 members 
Mstep: Class 6 contains 8202 members 
Mstep: Class 7 contains 14229 members 
Mstep: Class 8 contains 81008 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 70463 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 31590 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 126472 members 
Mstep: Class 18 contains 66575 members 
Mstep: Class 19 contains 169222 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 99376 members 
Mstep: Class 22 contains 102019 members 
Mstep: Class 23 contains 1908 members 
Mstep: Class 24 contains 37756 members 
Mstep: Class 25 contains 155231 members 
Mstep: Class 26 contains 14943 members 
Mstep: Class 27 contains 7642 members 
Mstep: Class 28 contains 186667 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 30044 members 
Mstep: Class 31 contains 7319 members 
Mstep: Class 32 contains 10146 members 
Mstep: Class 33 contains 16830 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3388 members 
Mstep: Class 36 contains 4377 members 
Mstep: Class 37 contains 3915 members 
Mstep: Class 38 contains 15289 members 
Mstep: Class 39 contains 10639 members 
Mstep: Class 40 contains 6200 members 
Mstep: Class 41 contains 19020 members 
Mstep: Class 42 contains 3172 members 
Mstep: Class 43 contains 7670 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29031 members 
Mstep: Class 46 contains 2974 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7695 members 
Mstep: Class 49 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062720.000000 Penalty: 113419.390625
Iteration 160F: 50 clusters Score -1.540627e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5772 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 11672 members 
Mstep: Class 6 contains 8201 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 81022 members 
Mstep: Class 9 contains 6030 members 
Mstep: Class 10 contains 70451 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 31582 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 126443 members 
Mstep: Class 18 contains 66580 members 
Mstep: Class 19 contains 169231 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 99372 members 
Mstep: Class 22 contains 102020 members 
Mstep: Class 23 contains 1908 members 
Mstep: Class 24 contains 37755 members 
Mstep: Class 25 contains 155218 members 
Mstep: Class 26 contains 14939 members 
Mstep: Class 27 contains 7619 members 
Mstep: Class 28 contains 186683 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 30064 members 
Mstep: Class 31 contains 7318 members 
Mstep: Class 32 contains 10161 members 
Mstep: Class 33 contains 16814 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 4376 members 
Mstep: Class 37 contains 3911 members 
Mstep: Class 38 contains 15280 members 
Mstep: Class 39 contains 10641 members 
Mstep: Class 40 contains 6223 members 
Mstep: Class 41 contains 19022 members 
Mstep: Class 42 contains 3176 members 
Mstep: Class 43 contains 7660 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29032 members 
Mstep: Class 46 contains 2977 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7696 members 
Mstep: Class 49 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062656.000000 Penalty: 113419.390625
Iteration 161Q: 50 clusters Score -1.540627e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5770 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 8194 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 81031 members 
Mstep: Class 9 contains 6035 members 
Mstep: Class 10 contains 70443 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5318 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 15 contains 31571 members 
Mstep: Class 16 contains 37791 members 
Mstep: Class 17 contains 126417 members 
Mstep: Class 18 contains 66582 members 
Mstep: Class 19 contains 169242 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 99371 members 
Mstep: Class 22 contains 102017 members 
Mstep: Class 23 contains 1909 members 
Mstep: Class 24 contains 37754 members 
Mstep: Class 25 contains 155207 members 
Mstep: Class 26 contains 14937 members 
Mstep: Class 27 contains 7597 members 
Mstep: Class 28 contains 186711 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 30087 members 
Mstep: Class 31 contains 7319 members 
Mstep: Class 32 contains 10178 members 
Mstep: Class 33 contains 16800 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3379 members 
Mstep: Class 36 contains 4375 members 
Mstep: Class 37 contains 3906 members 
Mstep: Class 38 contains 15274 members 
Mstep: Class 39 contains 10642 members 
Mstep: Class 40 contains 6252 members 
Mstep: Class 41 contains 19022 members 
Mstep: Class 42 contains 3181 members 
Mstep: Class 43 contains 7644 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29026 members 
Mstep: Class 46 contains 2980 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7696 members 
Mstep: Class 49 contains 2924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063008.000000 Penalty: 113419.390625
Iteration 162Q: 50 clusters Score -1.54063e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 11677 members 
Mstep: Class 6 contains 8192 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 81038 members 
Mstep: Class 9 contains 6037 members 
Mstep: Class 10 contains 70437 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 9050 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 37824 members 
Mstep: Class 17 contains 126402 members 
Mstep: Class 18 contains 66582 members 
Mstep: Class 19 contains 169243 members 
Mstep: Class 20 contains 1540 members 
Mstep: Class 21 contains 99371 members 
Mstep: Class 22 contains 102014 members 
Mstep: Class 23 contains 1911 members 
Mstep: Class 24 contains 37750 members 
Mstep: Class 25 contains 155198 members 
Mstep: Class 26 contains 14938 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 186729 members 
Mstep: Class 29 contains 10198 members 
Mstep: Class 30 contains 30108 members 
Mstep: Class 31 contains 7322 members 
Mstep: Class 32 contains 10200 members 
Mstep: Class 33 contains 16785 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 4372 members 
Mstep: Class 37 contains 3896 members 
Mstep: Class 38 contains 15266 members 
Mstep: Class 39 contains 10641 members 
Mstep: Class 40 contains 6293 members 
Mstep: Class 41 contains 19022 members 
Mstep: Class 42 contains 3186 members 
Mstep: Class 43 contains 7622 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29025 members 
Mstep: Class 46 contains 2981 members 
Mstep: Class 47 contains 1965 members 
Mstep: Class 48 contains 7696 members 
Mstep: Class 49 contains 2924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062704.000000 Penalty: 113419.390625
Iteration 163Q: 50 clusters Score -1.540627e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 12750 members 
Mstep: Class 5 contains 11682 members 
Mstep: Class 6 contains 8188 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 81042 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 70427 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 15 contains 31550 members 
Mstep: Class 16 contains 37849 members 
Mstep: Class 17 contains 126388 members 
Mstep: Class 18 contains 66583 members 
Mstep: Class 19 contains 169247 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 99372 members 
Mstep: Class 22 contains 102017 members 
Mstep: Class 23 contains 1912 members 
Mstep: Class 24 contains 37750 members 
Mstep: Class 25 contains 155196 members 
Mstep: Class 26 contains 14935 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 186749 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 30125 members 
Mstep: Class 31 contains 7325 members 
Mstep: Class 32 contains 10215 members 
Mstep: Class 33 contains 16772 members 
Mstep: Class 34 contains 3435 members 
Mstep: Class 35 contains 3379 members 
Mstep: Class 36 contains 4371 members 
Mstep: Class 37 contains 3895 members 
Mstep: Class 38 contains 15262 members 
Mstep: Class 39 contains 10640 members 
Mstep: Class 40 contains 6333 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3190 members 
Mstep: Class 43 contains 7594 members 
Mstep: Class 44 contains 5233 members 
Mstep: Class 45 contains 29021 members 
Mstep: Class 46 contains 2987 members 
Mstep: Class 47 contains 1965 members 
Mstep: Class 48 contains 7698 members 
Mstep: Class 49 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062752.000000 Penalty: 113419.390625
Iteration 164Q: 50 clusters Score -1.540628e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 14222 members 
Mstep: Class 8 contains 81050 members 
Mstep: Class 9 contains 6058 members 
Mstep: Class 10 contains 70415 members 
Mstep: Class 11 contains 27450 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5313 members 
Mstep: Class 14 contains 9045 members 
Mstep: Class 15 contains 31546 members 
Mstep: Class 16 contains 37881 members 
Mstep: Class 17 contains 126373 members 
Mstep: Class 18 contains 66586 members 
Mstep: Class 19 contains 169251 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 99370 members 
Mstep: Class 22 contains 102019 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 37752 members 
Mstep: Class 25 contains 155194 members 
Mstep: Class 26 contains 14932 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 186754 members 
Mstep: Class 29 contains 10194 members 
Mstep: Class 30 contains 30140 members 
Mstep: Class 31 contains 7328 members 
Mstep: Class 32 contains 10223 members 
Mstep: Class 33 contains 16760 members 
Mstep: Class 34 contains 3434 members 
Mstep: Class 35 contains 3376 members 
Mstep: Class 36 contains 4369 members 
Mstep: Class 37 contains 3891 members 
Mstep: Class 38 contains 15259 members 
Mstep: Class 39 contains 10638 members 
Mstep: Class 40 contains 6355 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3190 members 
Mstep: Class 43 contains 7580 members 
Mstep: Class 44 contains 5232 members 
Mstep: Class 45 contains 29022 members 
Mstep: Class 46 contains 2992 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7700 members 
Mstep: Class 49 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063072.000000 Penalty: 113419.390625
Iteration 165Q: 50 clusters Score -1.540631e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5753 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 11693 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 14216 members 
Mstep: Class 8 contains 81056 members 
Mstep: Class 9 contains 6070 members 
Mstep: Class 10 contains 70406 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9042 members 
Mstep: Class 15 contains 31542 members 
Mstep: Class 16 contains 37920 members 
Mstep: Class 17 contains 126356 members 
Mstep: Class 18 contains 66588 members 
Mstep: Class 19 contains 169254 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 99374 members 
Mstep: Class 22 contains 102015 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 37749 members 
Mstep: Class 25 contains 155192 members 
Mstep: Class 26 contains 14930 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 186765 members 
Mstep: Class 29 contains 10193 members 
Mstep: Class 30 contains 30146 members 
Mstep: Class 31 contains 7331 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 16746 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3374 members 
Mstep: Class 36 contains 4367 members 
Mstep: Class 37 contains 3890 members 
Mstep: Class 38 contains 15262 members 
Mstep: Class 39 contains 10637 members 
Mstep: Class 40 contains 6377 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3192 members 
Mstep: Class 43 contains 7560 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29022 members 
Mstep: Class 46 contains 2993 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7701 members 
Mstep: Class 49 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063072.000000 Penalty: 113419.390625
Iteration 166Q: 50 clusters Score -1.540631e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 11693 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 14213 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6080 members 
Mstep: Class 10 contains 70393 members 
Mstep: Class 11 contains 27449 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 31537 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 126339 members 
Mstep: Class 18 contains 66593 members 
Mstep: Class 19 contains 169252 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 99379 members 
Mstep: Class 22 contains 102012 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 37748 members 
Mstep: Class 25 contains 155193 members 
Mstep: Class 26 contains 14927 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 186779 members 
Mstep: Class 29 contains 10193 members 
Mstep: Class 30 contains 30144 members 
Mstep: Class 31 contains 7333 members 
Mstep: Class 32 contains 10248 members 
Mstep: Class 33 contains 16727 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3369 members 
Mstep: Class 36 contains 4366 members 
Mstep: Class 37 contains 3885 members 
Mstep: Class 38 contains 15262 members 
Mstep: Class 39 contains 10634 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3196 members 
Mstep: Class 43 contains 7538 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 29015 members 
Mstep: Class 46 contains 2996 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7706 members 
Mstep: Class 49 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062800.000000 Penalty: 113419.390625
Iteration 167Q: 50 clusters Score -1.540628e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 12763 members 
Mstep: Class 5 contains 11692 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 14210 members 
Mstep: Class 8 contains 81067 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 70386 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 31533 members 
Mstep: Class 16 contains 38002 members 
Mstep: Class 17 contains 126315 members 
Mstep: Class 18 contains 66595 members 
Mstep: Class 19 contains 169251 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 99376 members 
Mstep: Class 22 contains 102003 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 37745 members 
Mstep: Class 25 contains 155197 members 
Mstep: Class 26 contains 14930 members 
Mstep: Class 27 contains 7496 members 
Mstep: Class 28 contains 186789 members 
Mstep: Class 29 contains 10193 members 
Mstep: Class 30 contains 30152 members 
Mstep: Class 31 contains 7337 members 
Mstep: Class 32 contains 10258 members 
Mstep: Class 33 contains 16714 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 4363 members 
Mstep: Class 37 contains 3879 members 
Mstep: Class 38 contains 15263 members 
Mstep: Class 39 contains 10634 members 
Mstep: Class 40 contains 6436 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 7518 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 29017 members 
Mstep: Class 46 contains 3001 members 
Mstep: Class 47 contains 1967 members 
Mstep: Class 48 contains 7709 members 
Mstep: Class 49 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062960.000000 Penalty: 113419.390625
Iteration 168Q: 50 clusters Score -1.54063e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5730 members 
Mstep: Class 4 contains 12772 members 
Mstep: Class 5 contains 11690 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 81062 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 70377 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 31528 members 
Mstep: Class 16 contains 38043 members 
Mstep: Class 17 contains 126295 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 169243 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 99367 members 
Mstep: Class 22 contains 102001 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 37744 members 
Mstep: Class 25 contains 155200 members 
Mstep: Class 26 contains 14929 members 
Mstep: Class 27 contains 7474 members 
Mstep: Class 28 contains 186809 members 
Mstep: Class 29 contains 10193 members 
Mstep: Class 30 contains 30157 members 
Mstep: Class 31 contains 7341 members 
Mstep: Class 32 contains 10281 members 
Mstep: Class 33 contains 16700 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 4358 members 
Mstep: Class 37 contains 3876 members 
Mstep: Class 38 contains 15261 members 
Mstep: Class 39 contains 10634 members 
Mstep: Class 40 contains 6463 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3201 members 
Mstep: Class 43 contains 7501 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 29016 members 
Mstep: Class 46 contains 3004 members 
Mstep: Class 47 contains 1965 members 
Mstep: Class 48 contains 7713 members 
Mstep: Class 49 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154062912.000000 Penalty: 113419.390625
Iteration 169Q: 50 clusters Score -1.540629e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 11687 members 
Mstep: Class 6 contains 8176 members 
Mstep: Class 7 contains 14212 members 
Mstep: Class 8 contains 81059 members 
Mstep: Class 9 contains 6107 members 
Mstep: Class 10 contains 70369 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 31523 members 
Mstep: Class 16 contains 38070 members 
Mstep: Class 17 contains 126280 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 169250 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 99359 members 
Mstep: Class 22 contains 102001 members 
Mstep: Class 23 contains 1914 members 
Mstep: Class 24 contains 37738 members 
Mstep: Class 25 contains 155194 members 
Mstep: Class 26 contains 14927 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 186815 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 30164 members 
Mstep: Class 31 contains 7347 members 
Mstep: Class 32 contains 10299 members 
Mstep: Class 33 contains 16689 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3348 members 
Mstep: Class 36 contains 4356 members 
Mstep: Class 37 contains 3874 members 
Mstep: Class 38 contains 15258 members 
Mstep: Class 39 contains 10632 members 
Mstep: Class 40 contains 6496 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3203 members 
Mstep: Class 43 contains 7487 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 29023 members 
Mstep: Class 46 contains 3007 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063312.000000 Penalty: 113419.390625
Iteration 170Q: 50 clusters Score -1.540633e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5711 members 
Mstep: Class 4 contains 12798 members 
Mstep: Class 5 contains 11683 members 
Mstep: Class 6 contains 8174 members 
Mstep: Class 7 contains 14212 members 
Mstep: Class 8 contains 81052 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 70366 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31515 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 126269 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 169252 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 99357 members 
Mstep: Class 22 contains 102000 members 
Mstep: Class 23 contains 1914 members 
Mstep: Class 24 contains 37739 members 
Mstep: Class 25 contains 155198 members 
Mstep: Class 26 contains 14925 members 
Mstep: Class 27 contains 7425 members 
Mstep: Class 28 contains 186824 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 30171 members 
Mstep: Class 31 contains 7350 members 
Mstep: Class 32 contains 10309 members 
Mstep: Class 33 contains 16684 members 
Mstep: Class 34 contains 3438 members 
Mstep: Class 35 contains 3339 members 
Mstep: Class 36 contains 4356 members 
Mstep: Class 37 contains 3869 members 
Mstep: Class 38 contains 15259 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 6522 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3206 members 
Mstep: Class 43 contains 7474 members 
Mstep: Class 44 contains 5231 members 
Mstep: Class 45 contains 29025 members 
Mstep: Class 46 contains 3010 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063200.000000 Penalty: 113419.390625
Iteration 171Q: 50 clusters Score -1.540632e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 4 contains 12812 members 
Mstep: Class 5 contains 11681 members 
Mstep: Class 6 contains 8171 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 81052 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 70350 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31510 members 
Mstep: Class 16 contains 38114 members 
Mstep: Class 17 contains 126256 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 169258 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 99344 members 
Mstep: Class 22 contains 101996 members 
Mstep: Class 23 contains 1916 members 
Mstep: Class 24 contains 37741 members 
Mstep: Class 25 contains 155204 members 
Mstep: Class 26 contains 14925 members 
Mstep: Class 27 contains 7405 members 
Mstep: Class 28 contains 186838 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 30178 members 
Mstep: Class 31 contains 7353 members 
Mstep: Class 32 contains 10324 members 
Mstep: Class 33 contains 16679 members 
Mstep: Class 34 contains 3435 members 
Mstep: Class 35 contains 3331 members 
Mstep: Class 36 contains 4354 members 
Mstep: Class 37 contains 3866 members 
Mstep: Class 38 contains 15256 members 
Mstep: Class 39 contains 10628 members 
Mstep: Class 40 contains 6545 members 
Mstep: Class 41 contains 19021 members 
Mstep: Class 42 contains 3208 members 
Mstep: Class 43 contains 7465 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29023 members 
Mstep: Class 46 contains 3013 members 
Mstep: Class 47 contains 1963 members 
Mstep: Class 48 contains 7719 members 
Mstep: Class 49 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063152.000000 Penalty: 113419.390625
Iteration 172Q: 50 clusters Score -1.540632e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5693 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 11677 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 81051 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 70346 members 
Mstep: Class 11 contains 27460 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 5312 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31496 members 
Mstep: Class 16 contains 38129 members 
Mstep: Class 17 contains 126234 members 
Mstep: Class 18 contains 66601 members 
Mstep: Class 19 contains 169258 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 99334 members 
Mstep: Class 22 contains 101992 members 
Mstep: Class 23 contains 1914 members 
Mstep: Class 24 contains 37744 members 
Mstep: Class 25 contains 155215 members 
Mstep: Class 26 contains 14924 members 
Mstep: Class 27 contains 7392 members 
Mstep: Class 28 contains 186863 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 30183 members 
Mstep: Class 31 contains 7358 members 
Mstep: Class 32 contains 10346 members 
Mstep: Class 33 contains 16676 members 
Mstep: Class 34 contains 3434 members 
Mstep: Class 35 contains 3327 members 
Mstep: Class 36 contains 4352 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 15254 members 
Mstep: Class 39 contains 10625 members 
Mstep: Class 40 contains 6560 members 
Mstep: Class 41 contains 19022 members 
Mstep: Class 42 contains 3215 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29024 members 
Mstep: Class 46 contains 3017 members 
Mstep: Class 47 contains 1964 members 
Mstep: Class 48 contains 7720 members 
Mstep: Class 49 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063152.000000 Penalty: 113419.390625
Iteration 173Q: 50 clusters Score -1.540632e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 12834 members 
Mstep: Class 5 contains 11670 members 
Mstep: Class 6 contains 8170 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 81050 members 
Mstep: Class 9 contains 6143 members 
Mstep: Class 10 contains 70342 members 
Mstep: Class 11 contains 27463 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31485 members 
Mstep: Class 16 contains 38139 members 
Mstep: Class 17 contains 126219 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 169260 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 99328 members 
Mstep: Class 22 contains 101986 members 
Mstep: Class 23 contains 1915 members 
Mstep: Class 24 contains 37741 members 
Mstep: Class 25 contains 155219 members 
Mstep: Class 26 contains 14926 members 
Mstep: Class 27 contains 7375 members 
Mstep: Class 28 contains 186880 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 30211 members 
Mstep: Class 31 contains 7360 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 16676 members 
Mstep: Class 34 contains 3433 members 
Mstep: Class 35 contains 3323 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 3854 members 
Mstep: Class 38 contains 15254 members 
Mstep: Class 39 contains 10625 members 
Mstep: Class 40 contains 6567 members 
Mstep: Class 41 contains 19022 members 
Mstep: Class 42 contains 3222 members 
Mstep: Class 43 contains 7444 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29018 members 
Mstep: Class 46 contains 3018 members 
Mstep: Class 47 contains 1963 members 
Mstep: Class 48 contains 7721 members 
Mstep: Class 49 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063088.000000 Penalty: 113419.390625
Iteration 174Q: 50 clusters Score -1.540631e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5682 members 
Mstep: Class 4 contains 12841 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 81048 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 70334 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31475 members 
Mstep: Class 16 contains 38149 members 
Mstep: Class 17 contains 126205 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 169267 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 99326 members 
Mstep: Class 22 contains 101986 members 
Mstep: Class 23 contains 1916 members 
Mstep: Class 24 contains 37744 members 
Mstep: Class 25 contains 155206 members 
Mstep: Class 26 contains 14926 members 
Mstep: Class 27 contains 7356 members 
Mstep: Class 28 contains 186895 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30231 members 
Mstep: Class 31 contains 7361 members 
Mstep: Class 32 contains 10398 members 
Mstep: Class 33 contains 16680 members 
Mstep: Class 34 contains 3431 members 
Mstep: Class 35 contains 3323 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 3848 members 
Mstep: Class 38 contains 15253 members 
Mstep: Class 39 contains 10623 members 
Mstep: Class 40 contains 6596 members 
Mstep: Class 41 contains 19024 members 
Mstep: Class 42 contains 3229 members 
Mstep: Class 43 contains 7425 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29012 members 
Mstep: Class 46 contains 3018 members 
Mstep: Class 47 contains 1962 members 
Mstep: Class 48 contains 7723 members 
Mstep: Class 49 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063120.000000 Penalty: 113419.390625
Iteration 175Q: 50 clusters Score -1.540631e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5677 members 
Mstep: Class 4 contains 12850 members 
Mstep: Class 5 contains 11664 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 81042 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 70325 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31470 members 
Mstep: Class 16 contains 38156 members 
Mstep: Class 17 contains 126208 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 169266 members 
Mstep: Class 20 contains 1532 members 
Mstep: Class 21 contains 99323 members 
Mstep: Class 22 contains 101986 members 
Mstep: Class 23 contains 1921 members 
Mstep: Class 24 contains 37744 members 
Mstep: Class 25 contains 155203 members 
Mstep: Class 26 contains 14926 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 186901 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30258 members 
Mstep: Class 31 contains 7364 members 
Mstep: Class 32 contains 10417 members 
Mstep: Class 33 contains 16681 members 
Mstep: Class 34 contains 3430 members 
Mstep: Class 35 contains 3321 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 3846 members 
Mstep: Class 38 contains 15253 members 
Mstep: Class 39 contains 10621 members 
Mstep: Class 40 contains 6624 members 
Mstep: Class 41 contains 19024 members 
Mstep: Class 42 contains 3234 members 
Mstep: Class 43 contains 7403 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29011 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7725 members 
Mstep: Class 49 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063168.000000 Penalty: 113419.390625
Iteration 176Q: 50 clusters Score -1.540632e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5673 members 
Mstep: Class 4 contains 12856 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 14199 members 
Mstep: Class 8 contains 81035 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 70315 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9032 members 
Mstep: Class 15 contains 31458 members 
Mstep: Class 16 contains 38159 members 
Mstep: Class 17 contains 126210 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169277 members 
Mstep: Class 20 contains 1530 members 
Mstep: Class 21 contains 99323 members 
Mstep: Class 22 contains 101983 members 
Mstep: Class 23 contains 1925 members 
Mstep: Class 24 contains 37743 members 
Mstep: Class 25 contains 155184 members 
Mstep: Class 26 contains 14923 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 186923 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30304 members 
Mstep: Class 31 contains 7369 members 
Mstep: Class 32 contains 10430 members 
Mstep: Class 33 contains 16678 members 
Mstep: Class 34 contains 3427 members 
Mstep: Class 35 contains 3322 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 3839 members 
Mstep: Class 38 contains 15249 members 
Mstep: Class 39 contains 10619 members 
Mstep: Class 40 contains 6665 members 
Mstep: Class 41 contains 19024 members 
Mstep: Class 42 contains 3237 members 
Mstep: Class 43 contains 7386 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 29004 members 
Mstep: Class 46 contains 3016 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7727 members 
Mstep: Class 49 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063136.000000 Penalty: 113419.390625
Iteration 177Q: 50 clusters Score -1.540631e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5674 members 
Mstep: Class 4 contains 12863 members 
Mstep: Class 5 contains 11667 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 7 contains 14196 members 
Mstep: Class 8 contains 81032 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 70315 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 31445 members 
Mstep: Class 16 contains 38162 members 
Mstep: Class 17 contains 126213 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 169281 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 99322 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 1928 members 
Mstep: Class 24 contains 37748 members 
Mstep: Class 25 contains 155168 members 
Mstep: Class 26 contains 14917 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 186943 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30347 members 
Mstep: Class 31 contains 7370 members 
Mstep: Class 32 contains 10441 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 3323 members 
Mstep: Class 36 contains 4349 members 
Mstep: Class 37 contains 3829 members 
Mstep: Class 38 contains 15243 members 
Mstep: Class 39 contains 10618 members 
Mstep: Class 40 contains 6695 members 
Mstep: Class 41 contains 19023 members 
Mstep: Class 42 contains 3241 members 
Mstep: Class 43 contains 7365 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28993 members 
Mstep: Class 46 contains 3018 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7730 members 
Mstep: Class 49 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063248.000000 Penalty: 113419.390625
Iteration 178Q: 50 clusters Score -1.540632e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5670 members 
Mstep: Class 4 contains 12881 members 
Mstep: Class 5 contains 11671 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 8 contains 81031 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 70313 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 31436 members 
Mstep: Class 16 contains 38175 members 
Mstep: Class 17 contains 126203 members 
Mstep: Class 18 contains 66604 members 
Mstep: Class 19 contains 169281 members 
Mstep: Class 20 contains 1530 members 
Mstep: Class 21 contains 99325 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 1931 members 
Mstep: Class 24 contains 37753 members 
Mstep: Class 25 contains 155156 members 
Mstep: Class 26 contains 14913 members 
Mstep: Class 27 contains 7206 members 
Mstep: Class 28 contains 186966 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30369 members 
Mstep: Class 31 contains 7372 members 
Mstep: Class 32 contains 10445 members 
Mstep: Class 33 contains 16673 members 
Mstep: Class 34 contains 3419 members 
Mstep: Class 35 contains 3320 members 
Mstep: Class 36 contains 4348 members 
Mstep: Class 37 contains 3820 members 
Mstep: Class 38 contains 15237 members 
Mstep: Class 39 contains 10618 members 
Mstep: Class 40 contains 6724 members 
Mstep: Class 41 contains 19023 members 
Mstep: Class 42 contains 3248 members 
Mstep: Class 43 contains 7342 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28992 members 
Mstep: Class 46 contains 3022 members 
Mstep: Class 47 contains 1957 members 
Mstep: Class 48 contains 7731 members 
Mstep: Class 49 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063296.000000 Penalty: 113419.390625
Iteration 179Q: 50 clusters Score -1.540633e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 12892 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 14184 members 
Mstep: Class 8 contains 81032 members 
Mstep: Class 9 contains 6178 members 
Mstep: Class 10 contains 70306 members 
Mstep: Class 11 contains 27465 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 31423 members 
Mstep: Class 16 contains 38179 members 
Mstep: Class 17 contains 126193 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 169270 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 99326 members 
Mstep: Class 22 contains 101989 members 
Mstep: Class 23 contains 1932 members 
Mstep: Class 24 contains 37756 members 
Mstep: Class 25 contains 155142 members 
Mstep: Class 26 contains 14909 members 
Mstep: Class 27 contains 7157 members 
Mstep: Class 28 contains 186988 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30429 members 
Mstep: Class 31 contains 7375 members 
Mstep: Class 32 contains 10451 members 
Mstep: Class 33 contains 16674 members 
Mstep: Class 34 contains 3420 members 
Mstep: Class 35 contains 3317 members 
Mstep: Class 36 contains 4346 members 
Mstep: Class 37 contains 3814 members 
Mstep: Class 38 contains 15237 members 
Mstep: Class 39 contains 10619 members 
Mstep: Class 40 contains 6765 members 
Mstep: Class 41 contains 19024 members 
Mstep: Class 42 contains 3251 members 
Mstep: Class 43 contains 7302 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28988 members 
Mstep: Class 46 contains 3031 members 
Mstep: Class 47 contains 1957 members 
Mstep: Class 48 contains 7734 members 
Mstep: Class 49 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063280.000000 Penalty: 113419.390625
Iteration 180F: 50 clusters Score -1.540633e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5670 members 
Mstep: Class 4 contains 12894 members 
Mstep: Class 5 contains 11671 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 14185 members 
Mstep: Class 8 contains 81026 members 
Mstep: Class 9 contains 6181 members 
Mstep: Class 10 contains 70300 members 
Mstep: Class 11 contains 27467 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 31408 members 
Mstep: Class 16 contains 38190 members 
Mstep: Class 17 contains 126171 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 169261 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 99327 members 
Mstep: Class 22 contains 101992 members 
Mstep: Class 23 contains 1937 members 
Mstep: Class 24 contains 37752 members 
Mstep: Class 25 contains 155140 members 
Mstep: Class 26 contains 14906 members 
Mstep: Class 27 contains 7085 members 
Mstep: Class 28 contains 187010 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30486 members 
Mstep: Class 31 contains 7377 members 
Mstep: Class 32 contains 10467 members 
Mstep: Class 33 contains 16670 members 
Mstep: Class 34 contains 3424 members 
Mstep: Class 35 contains 3306 members 
Mstep: Class 36 contains 4345 members 
Mstep: Class 37 contains 3809 members 
Mstep: Class 38 contains 15230 members 
Mstep: Class 39 contains 10620 members 
Mstep: Class 40 contains 6852 members 
Mstep: Class 41 contains 19026 members 
Mstep: Class 42 contains 3257 members 
Mstep: Class 43 contains 7256 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28982 members 
Mstep: Class 46 contains 3041 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7734 members 
Mstep: Class 49 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063712.000000 Penalty: 113419.390625
Iteration 181Q: 50 clusters Score -1.540637e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 12902 members 
Mstep: Class 5 contains 11663 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 14178 members 
Mstep: Class 8 contains 81022 members 
Mstep: Class 9 contains 6187 members 
Mstep: Class 10 contains 70289 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 31398 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 126158 members 
Mstep: Class 18 contains 66601 members 
Mstep: Class 19 contains 169252 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 99329 members 
Mstep: Class 22 contains 101990 members 
Mstep: Class 23 contains 1942 members 
Mstep: Class 24 contains 37752 members 
Mstep: Class 25 contains 155130 members 
Mstep: Class 26 contains 14907 members 
Mstep: Class 27 contains 7011 members 
Mstep: Class 28 contains 187027 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30540 members 
Mstep: Class 31 contains 7382 members 
Mstep: Class 32 contains 10481 members 
Mstep: Class 33 contains 16667 members 
Mstep: Class 34 contains 3428 members 
Mstep: Class 35 contains 3296 members 
Mstep: Class 36 contains 4344 members 
Mstep: Class 37 contains 3807 members 
Mstep: Class 38 contains 15227 members 
Mstep: Class 39 contains 10618 members 
Mstep: Class 40 contains 6946 members 
Mstep: Class 41 contains 19027 members 
Mstep: Class 42 contains 3265 members 
Mstep: Class 43 contains 7214 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28975 members 
Mstep: Class 46 contains 3056 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7734 members 
Mstep: Class 49 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063680.000000 Penalty: 113419.390625
Iteration 182Q: 50 clusters Score -1.540637e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5670 members 
Mstep: Class 4 contains 12905 members 
Mstep: Class 5 contains 11671 members 
Mstep: Class 6 contains 8155 members 
Mstep: Class 7 contains 14165 members 
Mstep: Class 8 contains 81029 members 
Mstep: Class 9 contains 6195 members 
Mstep: Class 10 contains 70274 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 31387 members 
Mstep: Class 16 contains 38205 members 
Mstep: Class 17 contains 126155 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169243 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 99332 members 
Mstep: Class 22 contains 101991 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 37759 members 
Mstep: Class 25 contains 155104 members 
Mstep: Class 26 contains 14907 members 
Mstep: Class 27 contains 6942 members 
Mstep: Class 28 contains 187052 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30610 members 
Mstep: Class 31 contains 7384 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 16668 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 3286 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 3800 members 
Mstep: Class 38 contains 15231 members 
Mstep: Class 39 contains 10617 members 
Mstep: Class 40 contains 7036 members 
Mstep: Class 41 contains 19027 members 
Mstep: Class 42 contains 3269 members 
Mstep: Class 43 contains 7163 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28955 members 
Mstep: Class 46 contains 3064 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7734 members 
Mstep: Class 49 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063792.000000 Penalty: 113419.390625
Iteration 183Q: 50 clusters Score -1.540638e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5669 members 
Mstep: Class 4 contains 12908 members 
Mstep: Class 5 contains 11670 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 7 contains 14157 members 
Mstep: Class 8 contains 81028 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 70262 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3510 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9029 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 16 contains 38209 members 
Mstep: Class 17 contains 126148 members 
Mstep: Class 18 contains 66601 members 
Mstep: Class 19 contains 169224 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 99339 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 1953 members 
Mstep: Class 24 contains 37768 members 
Mstep: Class 25 contains 155089 members 
Mstep: Class 26 contains 14908 members 
Mstep: Class 27 contains 6887 members 
Mstep: Class 28 contains 187078 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30672 members 
Mstep: Class 31 contains 7385 members 
Mstep: Class 32 contains 10507 members 
Mstep: Class 33 contains 16668 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 3276 members 
Mstep: Class 36 contains 4343 members 
Mstep: Class 37 contains 3801 members 
Mstep: Class 38 contains 15224 members 
Mstep: Class 39 contains 10616 members 
Mstep: Class 40 contains 7130 members 
Mstep: Class 41 contains 19029 members 
Mstep: Class 42 contains 3269 members 
Mstep: Class 43 contains 7107 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28942 members 
Mstep: Class 46 contains 3076 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7733 members 
Mstep: Class 49 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064064.000000 Penalty: 113419.390625
Iteration 184Q: 50 clusters Score -1.540641e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5668 members 
Mstep: Class 4 contains 12913 members 
Mstep: Class 5 contains 11677 members 
Mstep: Class 6 contains 8150 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 81029 members 
Mstep: Class 9 contains 6212 members 
Mstep: Class 10 contains 70274 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 16 contains 38213 members 
Mstep: Class 17 contains 126140 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 169217 members 
Mstep: Class 20 contains 1542 members 
Mstep: Class 21 contains 99344 members 
Mstep: Class 22 contains 101982 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 37775 members 
Mstep: Class 25 contains 155070 members 
Mstep: Class 26 contains 14906 members 
Mstep: Class 27 contains 6826 members 
Mstep: Class 28 contains 187078 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30727 members 
Mstep: Class 31 contains 7389 members 
Mstep: Class 32 contains 10511 members 
Mstep: Class 33 contains 16668 members 
Mstep: Class 34 contains 3430 members 
Mstep: Class 35 contains 3265 members 
Mstep: Class 36 contains 4341 members 
Mstep: Class 37 contains 3802 members 
Mstep: Class 38 contains 15218 members 
Mstep: Class 39 contains 10614 members 
Mstep: Class 40 contains 7221 members 
Mstep: Class 41 contains 19029 members 
Mstep: Class 42 contains 3273 members 
Mstep: Class 43 contains 7046 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28926 members 
Mstep: Class 46 contains 3090 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7732 members 
Mstep: Class 49 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064096.000000 Penalty: 113419.390625
Iteration 185Q: 50 clusters Score -1.540641e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5668 members 
Mstep: Class 4 contains 12919 members 
Mstep: Class 5 contains 11688 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 81026 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 70264 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31373 members 
Mstep: Class 16 contains 38214 members 
Mstep: Class 17 contains 126140 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 169218 members 
Mstep: Class 20 contains 1543 members 
Mstep: Class 21 contains 99345 members 
Mstep: Class 22 contains 101978 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 37783 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14904 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187086 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30768 members 
Mstep: Class 31 contains 7393 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 16669 members 
Mstep: Class 34 contains 3427 members 
Mstep: Class 35 contains 3257 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 3799 members 
Mstep: Class 38 contains 15215 members 
Mstep: Class 39 contains 10612 members 
Mstep: Class 40 contains 7340 members 
Mstep: Class 41 contains 19028 members 
Mstep: Class 42 contains 3275 members 
Mstep: Class 43 contains 6973 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28906 members 
Mstep: Class 46 contains 3100 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7734 members 
Mstep: Class 49 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063904.000000 Penalty: 113419.390625
Iteration 186Q: 50 clusters Score -1.540639e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5670 members 
Mstep: Class 4 contains 12926 members 
Mstep: Class 5 contains 11696 members 
Mstep: Class 6 contains 8151 members 
Mstep: Class 7 contains 14142 members 
Mstep: Class 8 contains 81024 members 
Mstep: Class 9 contains 6223 members 
Mstep: Class 10 contains 70247 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31365 members 
Mstep: Class 16 contains 38215 members 
Mstep: Class 17 contains 126136 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 169207 members 
Mstep: Class 20 contains 1545 members 
Mstep: Class 21 contains 99345 members 
Mstep: Class 22 contains 101977 members 
Mstep: Class 23 contains 1962 members 
Mstep: Class 24 contains 37790 members 
Mstep: Class 25 contains 155070 members 
Mstep: Class 26 contains 14904 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187090 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30815 members 
Mstep: Class 31 contains 7396 members 
Mstep: Class 32 contains 10515 members 
Mstep: Class 33 contains 16667 members 
Mstep: Class 34 contains 3425 members 
Mstep: Class 35 contains 3248 members 
Mstep: Class 36 contains 4341 members 
Mstep: Class 37 contains 3796 members 
Mstep: Class 38 contains 15209 members 
Mstep: Class 39 contains 10611 members 
Mstep: Class 40 contains 7459 members 
Mstep: Class 41 contains 19030 members 
Mstep: Class 42 contains 3275 members 
Mstep: Class 43 contains 6904 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 28881 members 
Mstep: Class 46 contains 3108 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7735 members 
Mstep: Class 49 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063808.000000 Penalty: 113419.390625
Iteration 187Q: 50 clusters Score -1.540638e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 12930 members 
Mstep: Class 5 contains 11711 members 
Mstep: Class 6 contains 8145 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 81023 members 
Mstep: Class 9 contains 6226 members 
Mstep: Class 10 contains 70238 members 
Mstep: Class 11 contains 27469 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31358 members 
Mstep: Class 16 contains 38228 members 
Mstep: Class 17 contains 126135 members 
Mstep: Class 18 contains 66606 members 
Mstep: Class 19 contains 169196 members 
Mstep: Class 20 contains 1555 members 
Mstep: Class 21 contains 99344 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 37797 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14904 members 
Mstep: Class 27 contains 6697 members 
Mstep: Class 28 contains 187105 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30855 members 
Mstep: Class 31 contains 7400 members 
Mstep: Class 32 contains 10519 members 
Mstep: Class 33 contains 16661 members 
Mstep: Class 34 contains 3421 members 
Mstep: Class 35 contains 3240 members 
Mstep: Class 36 contains 4340 members 
Mstep: Class 37 contains 3790 members 
Mstep: Class 38 contains 15199 members 
Mstep: Class 39 contains 10609 members 
Mstep: Class 40 contains 7581 members 
Mstep: Class 41 contains 19032 members 
Mstep: Class 42 contains 3277 members 
Mstep: Class 43 contains 6824 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 28856 members 
Mstep: Class 46 contains 3121 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7735 members 
Mstep: Class 49 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154063904.000000 Penalty: 113419.390625
Iteration 188Q: 50 clusters Score -1.540639e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5668 members 
Mstep: Class 4 contains 12933 members 
Mstep: Class 5 contains 11727 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 81027 members 
Mstep: Class 9 contains 6227 members 
Mstep: Class 10 contains 70230 members 
Mstep: Class 11 contains 27469 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31347 members 
Mstep: Class 16 contains 38239 members 
Mstep: Class 17 contains 126127 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 169191 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 99338 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 37801 members 
Mstep: Class 25 contains 155054 members 
Mstep: Class 26 contains 14904 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 187123 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30903 members 
Mstep: Class 31 contains 7403 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 16662 members 
Mstep: Class 34 contains 3418 members 
Mstep: Class 35 contains 3235 members 
Mstep: Class 36 contains 4336 members 
Mstep: Class 37 contains 3780 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 10608 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 19035 members 
Mstep: Class 42 contains 3284 members 
Mstep: Class 43 contains 6749 members 
Mstep: Class 44 contains 5229 members 
Mstep: Class 45 contains 28845 members 
Mstep: Class 46 contains 3140 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7733 members 
Mstep: Class 49 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064048.000000 Penalty: 113419.390625
Iteration 189Q: 50 clusters Score -1.54064e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5667 members 
Mstep: Class 4 contains 12934 members 
Mstep: Class 5 contains 11755 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 14128 members 
Mstep: Class 8 contains 81032 members 
Mstep: Class 9 contains 6232 members 
Mstep: Class 10 contains 70212 members 
Mstep: Class 11 contains 27468 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31338 members 
Mstep: Class 16 contains 38252 members 
Mstep: Class 17 contains 126120 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 169180 members 
Mstep: Class 20 contains 1556 members 
Mstep: Class 21 contains 99328 members 
Mstep: Class 22 contains 101961 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 37797 members 
Mstep: Class 25 contains 155052 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 6648 members 
Mstep: Class 28 contains 187145 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 30934 members 
Mstep: Class 31 contains 7406 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 16655 members 
Mstep: Class 34 contains 3418 members 
Mstep: Class 35 contains 3230 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15180 members 
Mstep: Class 39 contains 10607 members 
Mstep: Class 40 contains 7755 members 
Mstep: Class 41 contains 19037 members 
Mstep: Class 42 contains 3289 members 
Mstep: Class 43 contains 6682 members 
Mstep: Class 44 contains 5228 members 
Mstep: Class 45 contains 28827 members 
Mstep: Class 46 contains 3159 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7735 members 
Mstep: Class 49 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064128.000000 Penalty: 113419.390625
Iteration 190Q: 50 clusters Score -1.540641e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5668 members 
Mstep: Class 4 contains 12936 members 
Mstep: Class 5 contains 11765 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 14121 members 
Mstep: Class 8 contains 81031 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 70188 members 
Mstep: Class 11 contains 27469 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31327 members 
Mstep: Class 16 contains 38255 members 
Mstep: Class 17 contains 126120 members 
Mstep: Class 18 contains 66602 members 
Mstep: Class 19 contains 169174 members 
Mstep: Class 20 contains 1558 members 
Mstep: Class 21 contains 99323 members 
Mstep: Class 22 contains 101961 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 37801 members 
Mstep: Class 25 contains 155056 members 
Mstep: Class 26 contains 14900 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 187164 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 30970 members 
Mstep: Class 31 contains 7408 members 
Mstep: Class 32 contains 10533 members 
Mstep: Class 33 contains 16647 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 3228 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 15159 members 
Mstep: Class 39 contains 10608 members 
Mstep: Class 40 contains 7851 members 
Mstep: Class 41 contains 19037 members 
Mstep: Class 42 contains 3295 members 
Mstep: Class 43 contains 6602 members 
Mstep: Class 44 contains 5227 members 
Mstep: Class 45 contains 28807 members 
Mstep: Class 46 contains 3189 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7739 members 
Mstep: Class 49 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064160.000000 Penalty: 113419.390625
Iteration 191Q: 50 clusters Score -1.540642e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5662 members 
Mstep: Class 4 contains 12941 members 
Mstep: Class 5 contains 11764 members 
Mstep: Class 6 contains 8126 members 
Mstep: Class 7 contains 14115 members 
Mstep: Class 8 contains 81027 members 
Mstep: Class 9 contains 6248 members 
Mstep: Class 10 contains 70179 members 
Mstep: Class 11 contains 27466 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31320 members 
Mstep: Class 16 contains 38267 members 
Mstep: Class 17 contains 126104 members 
Mstep: Class 18 contains 66602 members 
Mstep: Class 19 contains 169157 members 
Mstep: Class 20 contains 1564 members 
Mstep: Class 21 contains 99319 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1977 members 
Mstep: Class 24 contains 37808 members 
Mstep: Class 25 contains 155064 members 
Mstep: Class 26 contains 14898 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 187192 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 31000 members 
Mstep: Class 31 contains 7414 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 16643 members 
Mstep: Class 34 contains 3426 members 
Mstep: Class 35 contains 3223 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15152 members 
Mstep: Class 39 contains 10606 members 
Mstep: Class 40 contains 7926 members 
Mstep: Class 41 contains 19038 members 
Mstep: Class 42 contains 3297 members 
Mstep: Class 43 contains 6527 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28793 members 
Mstep: Class 46 contains 3209 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7738 members 
Mstep: Class 49 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064416.000000 Penalty: 113419.390625
Iteration 192Q: 50 clusters Score -1.540644e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5660 members 
Mstep: Class 4 contains 12941 members 
Mstep: Class 5 contains 11761 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 81030 members 
Mstep: Class 9 contains 6260 members 
Mstep: Class 10 contains 70185 members 
Mstep: Class 11 contains 27463 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 9028 members 
Mstep: Class 15 contains 31314 members 
Mstep: Class 16 contains 38282 members 
Mstep: Class 17 contains 126077 members 
Mstep: Class 18 contains 66602 members 
Mstep: Class 19 contains 169136 members 
Mstep: Class 20 contains 1567 members 
Mstep: Class 21 contains 99316 members 
Mstep: Class 22 contains 101947 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 187202 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 31032 members 
Mstep: Class 31 contains 7417 members 
Mstep: Class 32 contains 10559 members 
Mstep: Class 33 contains 16633 members 
Mstep: Class 34 contains 3431 members 
Mstep: Class 35 contains 3222 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3741 members 
Mstep: Class 38 contains 15135 members 
Mstep: Class 39 contains 10603 members 
Mstep: Class 40 contains 8011 members 
Mstep: Class 41 contains 19040 members 
Mstep: Class 42 contains 3298 members 
Mstep: Class 43 contains 6450 members 
Mstep: Class 44 contains 5225 members 
Mstep: Class 45 contains 28776 members 
Mstep: Class 46 contains 3226 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7741 members 
Mstep: Class 49 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064400.000000 Penalty: 113419.390625
Iteration 193Q: 50 clusters Score -1.540644e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5658 members 
Mstep: Class 4 contains 12942 members 
Mstep: Class 5 contains 11757 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 14120 members 
Mstep: Class 8 contains 81034 members 
Mstep: Class 9 contains 6264 members 
Mstep: Class 10 contains 70184 members 
Mstep: Class 11 contains 27461 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 31305 members 
Mstep: Class 16 contains 38294 members 
Mstep: Class 17 contains 126064 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 169110 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 99315 members 
Mstep: Class 22 contains 101944 members 
Mstep: Class 23 contains 1980 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 155090 members 
Mstep: Class 26 contains 14894 members 
Mstep: Class 27 contains 6621 members 
Mstep: Class 28 contains 187218 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 31074 members 
Mstep: Class 31 contains 7417 members 
Mstep: Class 32 contains 10571 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3431 members 
Mstep: Class 35 contains 3220 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 15124 members 
Mstep: Class 39 contains 10598 members 
Mstep: Class 40 contains 8085 members 
Mstep: Class 41 contains 19041 members 
Mstep: Class 42 contains 3302 members 
Mstep: Class 43 contains 6383 members 
Mstep: Class 44 contains 5225 members 
Mstep: Class 45 contains 28760 members 
Mstep: Class 46 contains 3239 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7742 members 
Mstep: Class 49 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064608.000000 Penalty: 113419.390625
Iteration 194Q: 50 clusters Score -1.540646e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5652 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 11761 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 81032 members 
Mstep: Class 9 contains 6272 members 
Mstep: Class 10 contains 70181 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 31291 members 
Mstep: Class 16 contains 38307 members 
Mstep: Class 17 contains 126043 members 
Mstep: Class 18 contains 66596 members 
Mstep: Class 19 contains 169085 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 99315 members 
Mstep: Class 22 contains 101949 members 
Mstep: Class 23 contains 1982 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 155106 members 
Mstep: Class 26 contains 14890 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 187233 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 31117 members 
Mstep: Class 31 contains 7418 members 
Mstep: Class 32 contains 10575 members 
Mstep: Class 33 contains 16623 members 
Mstep: Class 34 contains 3436 members 
Mstep: Class 35 contains 3220 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 15117 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 8139 members 
Mstep: Class 41 contains 19041 members 
Mstep: Class 42 contains 3302 members 
Mstep: Class 43 contains 6307 members 
Mstep: Class 44 contains 5225 members 
Mstep: Class 45 contains 28743 members 
Mstep: Class 46 contains 3251 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064752.000000 Penalty: 113419.390625
Iteration 195Q: 50 clusters Score -1.540648e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5647 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 11759 members 
Mstep: Class 6 contains 8104 members 
Mstep: Class 7 contains 14136 members 
Mstep: Class 8 contains 81042 members 
Mstep: Class 9 contains 6275 members 
Mstep: Class 10 contains 70177 members 
Mstep: Class 11 contains 27460 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 31281 members 
Mstep: Class 16 contains 38313 members 
Mstep: Class 17 contains 126032 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 169071 members 
Mstep: Class 20 contains 1578 members 
Mstep: Class 21 contains 99307 members 
Mstep: Class 22 contains 101950 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155121 members 
Mstep: Class 26 contains 14887 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 187239 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 31134 members 
Mstep: Class 31 contains 7419 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 16630 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3218 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 15110 members 
Mstep: Class 39 contains 10594 members 
Mstep: Class 40 contains 8201 members 
Mstep: Class 41 contains 19046 members 
Mstep: Class 42 contains 3305 members 
Mstep: Class 43 contains 6233 members 
Mstep: Class 44 contains 5225 members 
Mstep: Class 45 contains 28729 members 
Mstep: Class 46 contains 3259 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7748 members 
Mstep: Class 49 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064704.000000 Penalty: 113419.390625
Iteration 196Q: 50 clusters Score -1.540647e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12948 members 
Mstep: Class 5 contains 11764 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 81048 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 10 contains 70175 members 
Mstep: Class 11 contains 27459 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 31275 members 
Mstep: Class 16 contains 38319 members 
Mstep: Class 17 contains 126016 members 
Mstep: Class 18 contains 66602 members 
Mstep: Class 19 contains 169065 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99303 members 
Mstep: Class 22 contains 101951 members 
Mstep: Class 23 contains 1989 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 155123 members 
Mstep: Class 26 contains 14881 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 187246 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31143 members 
Mstep: Class 31 contains 7421 members 
Mstep: Class 32 contains 10587 members 
Mstep: Class 33 contains 16631 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 15101 members 
Mstep: Class 39 contains 10593 members 
Mstep: Class 40 contains 8270 members 
Mstep: Class 41 contains 19048 members 
Mstep: Class 42 contains 3306 members 
Mstep: Class 43 contains 6165 members 
Mstep: Class 44 contains 5225 members 
Mstep: Class 45 contains 28708 members 
Mstep: Class 46 contains 3265 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064576.000000 Penalty: 113419.390625
Iteration 197Q: 50 clusters Score -1.540646e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 12951 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 81054 members 
Mstep: Class 9 contains 6283 members 
Mstep: Class 10 contains 70169 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 31273 members 
Mstep: Class 16 contains 38327 members 
Mstep: Class 17 contains 125998 members 
Mstep: Class 18 contains 66601 members 
Mstep: Class 19 contains 169061 members 
Mstep: Class 20 contains 1581 members 
Mstep: Class 21 contains 99304 members 
Mstep: Class 22 contains 101955 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155122 members 
Mstep: Class 26 contains 14877 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 187250 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31149 members 
Mstep: Class 31 contains 7421 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 16627 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3735 members 
Mstep: Class 38 contains 15100 members 
Mstep: Class 39 contains 10590 members 
Mstep: Class 40 contains 8314 members 
Mstep: Class 41 contains 19052 members 
Mstep: Class 42 contains 3310 members 
Mstep: Class 43 contains 6124 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28693 members 
Mstep: Class 46 contains 3271 members 
Mstep: Class 47 contains 1958 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064480.000000 Penalty: 113419.390625
Iteration 198Q: 50 clusters Score -1.540645e+08 nChanged 365
Entering ConstructFrom: 
Score: -154064480.000000 Penalty: 113419.390625
Entering ConstructFrom: 
Trying to split cluster 1 (31718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Entering Unmasked Estep 
Score: -3273255.000000 Penalty: 1684.253906
	Iteration 0F: 2 clusters Score -3273255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3252046.000000 Penalty: 3368.507812
	Iteration 0F: 3 clusters Score -3252046 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3260092.500000 Penalty: 3368.507812
	Iteration 1F: 3 clusters Score -3260092 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3260508.500000 Penalty: 3368.507812
	Iteration 2Q: 3 clusters Score -3260508 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3261010.250000 Penalty: 3368.507812
	Iteration 3Q: 3 clusters Score -3261010 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3261751.250000 Penalty: 3368.507812
	Iteration 4Q: 3 clusters Score -3261751 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3262873.250000 Penalty: 3368.507812
	Iteration 5F: 3 clusters Score -3262873 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3264560.250000 Penalty: 3368.507812
	Iteration 6F: 3 clusters Score -3264560 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3266520.750000 Penalty: 3368.507812
	Iteration 7F: 3 clusters Score -3266521 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3268292.500000 Penalty: 3368.507812
	Iteration 8F: 3 clusters Score -3268292 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3269639.250000 Penalty: 3368.507812
	Iteration 9F: 3 clusters Score -3269639 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3270584.250000 Penalty: 3368.507812
	Iteration 10Q: 3 clusters Score -3270584 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3271163.750000 Penalty: 3368.507812
	Iteration 11Q: 3 clusters Score -3271164 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3271485.500000 Penalty: 3368.507812
	Iteration 12Q: 3 clusters Score -3271486 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3271665.750000 Penalty: 3368.507812
	Iteration 13Q: 3 clusters Score -3271666 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3271763.500000 Penalty: 3368.507812
	Iteration 14Q: 3 clusters Score -3271764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3271816.250000 Penalty: 3368.507812
	Iteration 15Q: 3 clusters Score -3271816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3271860.500000 Penalty: 3368.507812
	Iteration 16Q: 3 clusters Score -3271860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3271890.500000 Penalty: 3368.507812
	Iteration 17Q: 3 clusters Score -3271890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3271911.500000 Penalty: 3368.507812
	Iteration 18Q: 3 clusters Score -3271912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3271932.750000 Penalty: 3368.507812
	Iteration 19Q: 3 clusters Score -3271933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3271946.250000 Penalty: 3368.507812
	Iteration 20F: 3 clusters Score -3271946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -3271954.750000 Penalty: 3368.507812
	Iteration 21Q: 3 clusters Score -3271955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3271964.000000 Penalty: 3368.507812
	Iteration 22Q: 3 clusters Score -3271964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3271972.750000 Penalty: 3368.507812
	Iteration 23Q: 3 clusters Score -3271973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3271977.250000 Penalty: 3368.507812
	Iteration 24Q: 3 clusters Score -3271977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3271986.000000 Penalty: 3368.507812
	Iteration 25Q: 3 clusters Score -3271986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3271989.250000 Penalty: 3368.507812
	Iteration 26Q: 3 clusters Score -3271989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3271991.000000 Penalty: 3368.507812
	Iteration 27Q: 3 clusters Score -3271991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3271993.750000 Penalty: 3368.507812
	Iteration 28Q: 3 clusters Score -3271994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3271993.500000 Penalty: 3368.507812
	Iteration 29Q: 3 clusters Score -3271994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3271993.500000 Penalty: 3368.507812
	Iteration 30F: 3 clusters Score -3271994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -772028.437500 Penalty: 1444.422974
	Iteration 0F: 2 clusters Score -772028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -766589.750000 Penalty: 2888.845947
	Iteration 0F: 3 clusters Score -766589.8 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -768261.187500 Penalty: 2888.845947
	Iteration 1F: 3 clusters Score -768261.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -768496.687500 Penalty: 2888.845947
	Iteration 2F: 3 clusters Score -768496.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -768699.000000 Penalty: 2888.845947
	Iteration 3F: 3 clusters Score -768699 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -768918.625000 Penalty: 2888.845947
	Iteration 4F: 3 clusters Score -768918.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -769180.312500 Penalty: 2888.845947
	Iteration 5F: 3 clusters Score -769180.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -769435.625000 Penalty: 2888.845947
	Iteration 6F: 3 clusters Score -769435.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -769738.812500 Penalty: 2888.845947
	Iteration 7F: 3 clusters Score -769738.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -770067.000000 Penalty: 2888.845947
	Iteration 8F: 3 clusters Score -770067 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -770364.375000 Penalty: 2888.845947
	Iteration 9F: 3 clusters Score -770364.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -770603.500000 Penalty: 2888.845947
	Iteration 10Q: 3 clusters Score -770603.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -770759.062500 Penalty: 2888.845947
	Iteration 11Q: 3 clusters Score -770759.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -770873.750000 Penalty: 2888.845947
	Iteration 12Q: 3 clusters Score -770873.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -770969.187500 Penalty: 2888.845947
	Iteration 13Q: 3 clusters Score -770969.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -771027.312500 Penalty: 2888.845947
	Iteration 14Q: 3 clusters Score -771027.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -771062.250000 Penalty: 2888.845947
	Iteration 15Q: 3 clusters Score -771062.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -771087.500000 Penalty: 2888.845947
	Iteration 16Q: 3 clusters Score -771087.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -771111.000000 Penalty: 2888.845947
	Iteration 17Q: 3 clusters Score -771111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -771142.937500 Penalty: 2888.845947
	Iteration 18Q: 3 clusters Score -771142.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -771175.812500 Penalty: 2888.845947
	Iteration 19Q: 3 clusters Score -771175.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -771208.187500 Penalty: 2888.845947
	Iteration 20F: 3 clusters Score -771208.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -771246.875000 Penalty: 2888.845947
	Iteration 21Q: 3 clusters Score -771246.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -771279.687500 Penalty: 2888.845947
	Iteration 22Q: 3 clusters Score -771279.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -771316.000000 Penalty: 2888.845947
	Iteration 23Q: 3 clusters Score -771316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -771343.562500 Penalty: 2888.845947
	Iteration 24Q: 3 clusters Score -771343.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -771362.375000 Penalty: 2888.845947
	Iteration 25Q: 3 clusters Score -771362.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -771372.125000 Penalty: 2888.845947
	Iteration 26Q: 3 clusters Score -771372.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -771381.937500 Penalty: 2888.845947
	Iteration 27Q: 3 clusters Score -771381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -771388.562500 Penalty: 2888.845947
	Iteration 28Q: 3 clusters Score -771388.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -771397.500000 Penalty: 2888.845947
	Iteration 29Q: 3 clusters Score -771397.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -771406.750000 Penalty: 2888.845947
	Iteration 30Q: 3 clusters Score -771406.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -771418.187500 Penalty: 2888.845947
	Iteration 31Q: 3 clusters Score -771418.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -771432.812500 Penalty: 2888.845947
	Iteration 32Q: 3 clusters Score -771432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -771440.000000 Penalty: 2888.845947
	Iteration 33Q: 3 clusters Score -771440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -771443.187500 Penalty: 2888.845947
	Iteration 34Q: 3 clusters Score -771443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -771444.250000 Penalty: 2888.845947
	Iteration 35Q: 3 clusters Score -771444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -771446.625000 Penalty: 2888.845947
	Iteration 36Q: 3 clusters Score -771446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -771448.937500 Penalty: 2888.845947
	Iteration 37Q: 3 clusters Score -771448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -771449.125000 Penalty: 2888.845947
	Iteration 38Q: 3 clusters Score -771449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -771452.125000 Penalty: 2888.845947
	Iteration 39Q: 3 clusters Score -771452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -771452.875000 Penalty: 2888.845947
	Iteration 40F: 3 clusters Score -771452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -771452.625000 Penalty: 2888.845947
	Iteration 41Q: 3 clusters Score -771452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -771452.625000 Penalty: 2888.845947
	Iteration 42F: 3 clusters Score -771452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -539855.187500 Penalty: 1403.932983
	Iteration 0F: 2 clusters Score -539855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -535458.062500 Penalty: 2807.865967
	Iteration 0F: 3 clusters Score -535458.1 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -536844.500000 Penalty: 2807.865967
	Iteration 1F: 3 clusters Score -536844.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -537129.937500 Penalty: 2807.865967
	Iteration 2F: 3 clusters Score -537129.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -537378.125000 Penalty: 2807.865967
	Iteration 3F: 3 clusters Score -537378.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -537630.812500 Penalty: 2807.865967
	Iteration 4F: 3 clusters Score -537630.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -537838.812500 Penalty: 2807.865967
	Iteration 5F: 3 clusters Score -537838.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -538043.937500 Penalty: 2807.865967
	Iteration 6Q: 3 clusters Score -538043.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -538250.187500 Penalty: 2807.865967
	Iteration 7Q: 3 clusters Score -538250.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -538437.937500 Penalty: 2807.865967
	Iteration 8Q: 3 clusters Score -538437.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -538607.000000 Penalty: 2807.865967
	Iteration 9Q: 3 clusters Score -538607 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -538729.250000 Penalty: 2807.865967
	Iteration 10Q: 3 clusters Score -538729.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -538806.625000 Penalty: 2807.865967
	Iteration 11Q: 3 clusters Score -538806.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -538868.812500 Penalty: 2807.865967
	Iteration 12Q: 3 clusters Score -538868.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -538915.250000 Penalty: 2807.865967
	Iteration 13Q: 3 clusters Score -538915.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -538953.562500 Penalty: 2807.865967
	Iteration 14Q: 3 clusters Score -538953.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -538982.062500 Penalty: 2807.865967
	Iteration 15Q: 3 clusters Score -538982.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -539000.437500 Penalty: 2807.865967
	Iteration 16Q: 3 clusters Score -539000.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -539012.062500 Penalty: 2807.865967
	Iteration 17Q: 3 clusters Score -539012.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -539022.312500 Penalty: 2807.865967
	Iteration 18Q: 3 clusters Score -539022.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -539030.625000 Penalty: 2807.865967
	Iteration 19Q: 3 clusters Score -539030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -539038.875000 Penalty: 2807.865967
	Iteration 20F: 3 clusters Score -539038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -539046.187500 Penalty: 2807.865967
	Iteration 21Q: 3 clusters Score -539046.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -539048.937500 Penalty: 2807.865967
	Iteration 22Q: 3 clusters Score -539048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -539051.250000 Penalty: 2807.865967
	Iteration 23Q: 3 clusters Score -539051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -539054.625000 Penalty: 2807.865967
	Iteration 24Q: 3 clusters Score -539054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -539056.250000 Penalty: 2807.865967
	Iteration 25Q: 3 clusters Score -539056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -539056.875000 Penalty: 2807.865967
	Iteration 26Q: 3 clusters Score -539056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -539058.687500 Penalty: 2807.865967
	Iteration 27Q: 3 clusters Score -539058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -539059.312500 Penalty: 2807.865967
	Iteration 28Q: 3 clusters Score -539059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -539059.437500 Penalty: 2807.865967
	Iteration 29Q: 3 clusters Score -539059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -539061.500000 Penalty: 2807.865967
	Iteration 30Q: 3 clusters Score -539061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -539065.062500 Penalty: 2807.865967
	Iteration 31Q: 3 clusters Score -539065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -539066.000000 Penalty: 2807.865967
	Iteration 32Q: 3 clusters Score -539066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -539066.375000 Penalty: 2807.865967
	Iteration 33Q: 3 clusters Score -539066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -539067.125000 Penalty: 2807.865967
	Iteration 34Q: 3 clusters Score -539067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -539067.437500 Penalty: 2807.865967
	Iteration 35Q: 3 clusters Score -539067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -539068.937500 Penalty: 2807.865967
	Iteration 36Q: 3 clusters Score -539068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -539070.687500 Penalty: 2807.865967
	Iteration 37Q: 3 clusters Score -539070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -539070.875000 Penalty: 2807.865967
	Iteration 38Q: 3 clusters Score -539070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -539071.125000 Penalty: 2807.865967
	Iteration 39Q: 3 clusters Score -539071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -539071.625000 Penalty: 2807.865967
	Iteration 40F: 3 clusters Score -539071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -539071.312500 Penalty: 2807.865967
	Iteration 41Q: 3 clusters Score -539071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -539072.687500 Penalty: 2807.865967
	Iteration 42Q: 3 clusters Score -539072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -539071.687500 Penalty: 2807.865967
	Iteration 43Q: 3 clusters Score -539071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -539072.750000 Penalty: 2807.865967
	Iteration 44Q: 3 clusters Score -539072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -539072.750000 Penalty: 2807.865967
	Iteration 45F: 3 clusters Score -539072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Entering Unmasked Estep 
Score: -1248042.375000 Penalty: 1538.725952
	Iteration 0F: 2 clusters Score -1248042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1238978.250000 Penalty: 3077.451904
	Iteration 0F: 3 clusters Score -1238978 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1242148.500000 Penalty: 3077.451904
	Iteration 1F: 3 clusters Score -1242148 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1242595.125000 Penalty: 3077.451904
	Iteration 2F: 3 clusters Score -1242595 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1243065.500000 Penalty: 3077.451904
	Iteration 3F: 3 clusters Score -1243066 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1243560.125000 Penalty: 3077.451904
	Iteration 4F: 3 clusters Score -1243560 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1244053.750000 Penalty: 3077.451904
	Iteration 5F: 3 clusters Score -1244054 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1244435.875000 Penalty: 3077.451904
	Iteration 6F: 3 clusters Score -1244436 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1244683.625000 Penalty: 3077.451904
	Iteration 7Q: 3 clusters Score -1244684 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1244870.250000 Penalty: 3077.451904
	Iteration 8Q: 3 clusters Score -1244870 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1245011.250000 Penalty: 3077.451904
	Iteration 9Q: 3 clusters Score -1245011 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1245129.875000 Penalty: 3077.451904
	Iteration 10Q: 3 clusters Score -1245130 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1245246.250000 Penalty: 3077.451904
	Iteration 11Q: 3 clusters Score -1245246 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1245353.375000 Penalty: 3077.451904
	Iteration 12Q: 3 clusters Score -1245353 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1245458.000000 Penalty: 3077.451904
	Iteration 13Q: 3 clusters Score -1245458 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1245571.375000 Penalty: 3077.451904
	Iteration 14Q: 3 clusters Score -1245571 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1245708.250000 Penalty: 3077.451904
	Iteration 15Q: 3 clusters Score -1245708 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1245869.125000 Penalty: 3077.451904
	Iteration 16Q: 3 clusters Score -1245869 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1246032.750000 Penalty: 3077.451904
	Iteration 17Q: 3 clusters Score -1246033 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1246178.875000 Penalty: 3077.451904
	Iteration 18Q: 3 clusters Score -1246179 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1246302.125000 Penalty: 3077.451904
	Iteration 19Q: 3 clusters Score -1246302 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1246432.625000 Penalty: 3077.451904
	Iteration 20F: 3 clusters Score -1246433 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1246592.625000 Penalty: 3077.451904
	Iteration 21Q: 3 clusters Score -1246593 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1246743.375000 Penalty: 3077.451904
	Iteration 22Q: 3 clusters Score -1246743 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1246887.375000 Penalty: 3077.451904
	Iteration 23Q: 3 clusters Score -1246887 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1247013.125000 Penalty: 3077.451904
	Iteration 24Q: 3 clusters Score -1247013 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1247112.625000 Penalty: 3077.451904
	Iteration 25Q: 3 clusters Score -1247113 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1247198.000000 Penalty: 3077.451904
	Iteration 26Q: 3 clusters Score -1247198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1247255.625000 Penalty: 3077.451904
	Iteration 27Q: 3 clusters Score -1247256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1247301.500000 Penalty: 3077.451904
	Iteration 28Q: 3 clusters Score -1247302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1247328.000000 Penalty: 3077.451904
	Iteration 29Q: 3 clusters Score -1247328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1247343.750000 Penalty: 3077.451904
	Iteration 30Q: 3 clusters Score -1247344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1247355.875000 Penalty: 3077.451904
	Iteration 31Q: 3 clusters Score -1247356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1247366.625000 Penalty: 3077.451904
	Iteration 32Q: 3 clusters Score -1247367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1247373.250000 Penalty: 3077.451904
	Iteration 33Q: 3 clusters Score -1247373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1247377.000000 Penalty: 3077.451904
	Iteration 34Q: 3 clusters Score -1247377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1247379.250000 Penalty: 3077.451904
	Iteration 35Q: 3 clusters Score -1247379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1247384.000000 Penalty: 3077.451904
	Iteration 36Q: 3 clusters Score -1247384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1247388.875000 Penalty: 3077.451904
	Iteration 37Q: 3 clusters Score -1247389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1247391.875000 Penalty: 3077.451904
	Iteration 38Q: 3 clusters Score -1247392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1247394.000000 Penalty: 3077.451904
	Iteration 39Q: 3 clusters Score -1247394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1247394.000000 Penalty: 3077.451904
	Iteration 40F: 3 clusters Score -1247394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1247393.750000 Penalty: 3077.451904
	Iteration 41Q: 3 clusters Score -1247394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1247392.875000 Penalty: 3077.451904
	Iteration 42Q: 3 clusters Score -1247393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1247394.625000 Penalty: 3077.451904
	Iteration 43Q: 3 clusters Score -1247395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1247394.625000 Penalty: 3077.451904
	Iteration 44F: 3 clusters Score -1247395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Entering Unmasked Estep 
Score: -1223154.500000 Penalty: 1523.204102
	Iteration 0F: 2 clusters Score -1223154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1214831.625000 Penalty: 3046.408203
	Iteration 0F: 3 clusters Score -1214832 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1217607.375000 Penalty: 3046.408203
	Iteration 1F: 3 clusters Score -1217607 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1217866.750000 Penalty: 3046.408203
	Iteration 2F: 3 clusters Score -1217867 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1218112.000000 Penalty: 3046.408203
	Iteration 3Q: 3 clusters Score -1218112 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1218377.250000 Penalty: 3046.408203
	Iteration 4Q: 3 clusters Score -1218377 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1218662.500000 Penalty: 3046.408203
	Iteration 5Q: 3 clusters Score -1218662 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1219042.750000 Penalty: 3046.408203
	Iteration 6F: 3 clusters Score -1219043 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1219514.000000 Penalty: 3046.408203
	Iteration 7F: 3 clusters Score -1219514 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1220110.625000 Penalty: 3046.408203
	Iteration 8F: 3 clusters Score -1220111 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1220726.375000 Penalty: 3046.408203
	Iteration 9F: 3 clusters Score -1220726 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1221202.750000 Penalty: 3046.408203
	Iteration 10F: 3 clusters Score -1221203 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1221546.000000 Penalty: 3046.408203
	Iteration 11Q: 3 clusters Score -1221546 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1221751.125000 Penalty: 3046.408203
	Iteration 12Q: 3 clusters Score -1221751 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1221884.250000 Penalty: 3046.408203
	Iteration 13Q: 3 clusters Score -1221884 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1221979.125000 Penalty: 3046.408203
	Iteration 14Q: 3 clusters Score -1221979 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1222068.750000 Penalty: 3046.408203
	Iteration 15Q: 3 clusters Score -1222069 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1222130.375000 Penalty: 3046.408203
	Iteration 16Q: 3 clusters Score -1222130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1222173.500000 Penalty: 3046.408203
	Iteration 17Q: 3 clusters Score -1222174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1222209.375000 Penalty: 3046.408203
	Iteration 18Q: 3 clusters Score -1222209 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1222233.875000 Penalty: 3046.408203
	Iteration 19Q: 3 clusters Score -1222234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1222257.000000 Penalty: 3046.408203
	Iteration 20F: 3 clusters Score -1222257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1222267.375000 Penalty: 3046.408203
	Iteration 21Q: 3 clusters Score -1222267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1222286.750000 Penalty: 3046.408203
	Iteration 22Q: 3 clusters Score -1222287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1222301.000000 Penalty: 3046.408203
	Iteration 23Q: 3 clusters Score -1222301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1222309.875000 Penalty: 3046.408203
	Iteration 24Q: 3 clusters Score -1222310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1222313.875000 Penalty: 3046.408203
	Iteration 25Q: 3 clusters Score -1222314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1222320.625000 Penalty: 3046.408203
	Iteration 26Q: 3 clusters Score -1222321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1222327.125000 Penalty: 3046.408203
	Iteration 27Q: 3 clusters Score -1222327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1222338.750000 Penalty: 3046.408203
	Iteration 28Q: 3 clusters Score -1222339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1222347.500000 Penalty: 3046.408203
	Iteration 29Q: 3 clusters Score -1222348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1222353.000000 Penalty: 3046.408203
	Iteration 30Q: 3 clusters Score -1222353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1222355.000000 Penalty: 3046.408203
	Iteration 31Q: 3 clusters Score -1222355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1222361.500000 Penalty: 3046.408203
	Iteration 32Q: 3 clusters Score -1222362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1222365.000000 Penalty: 3046.408203
	Iteration 33Q: 3 clusters Score -1222365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1222370.375000 Penalty: 3046.408203
	Iteration 34Q: 3 clusters Score -1222370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1222378.250000 Penalty: 3046.408203
	Iteration 35Q: 3 clusters Score -1222378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1222379.375000 Penalty: 3046.408203
	Iteration 36Q: 3 clusters Score -1222379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1222386.250000 Penalty: 3046.408203
	Iteration 37Q: 3 clusters Score -1222386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1222387.875000 Penalty: 3046.408203
	Iteration 38Q: 3 clusters Score -1222388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1222393.000000 Penalty: 3046.408203
	Iteration 39Q: 3 clusters Score -1222393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1222393.250000 Penalty: 3046.408203
	Iteration 40F: 3 clusters Score -1222393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1222394.625000 Penalty: 3046.408203
	Iteration 41Q: 3 clusters Score -1222395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1222399.375000 Penalty: 3046.408203
	Iteration 42Q: 3 clusters Score -1222399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1222400.750000 Penalty: 3046.408203
	Iteration 43Q: 3 clusters Score -1222401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1222403.375000 Penalty: 3046.408203
	Iteration 44Q: 3 clusters Score -1222403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1222410.000000 Penalty: 3046.408203
	Iteration 45Q: 3 clusters Score -1222410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1222410.375000 Penalty: 3046.408203
	Iteration 46Q: 3 clusters Score -1222410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1222412.000000 Penalty: 3046.408203
	Iteration 47Q: 3 clusters Score -1222412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1222415.750000 Penalty: 3046.408203
	Iteration 48Q: 3 clusters Score -1222416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1222415.375000 Penalty: 3046.408203
	Iteration 49Q: 3 clusters Score -1222415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1222417.250000 Penalty: 3046.408203
	Iteration 50Q: 3 clusters Score -1222417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1222420.500000 Penalty: 3046.408203
	Iteration 51Q: 3 clusters Score -1222420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1222418.500000 Penalty: 3046.408203
	Iteration 52Q: 3 clusters Score -1222418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1222419.125000 Penalty: 3046.408203
	Iteration 53Q: 3 clusters Score -1222419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1222418.375000 Penalty: 3046.408203
	Iteration 54Q: 3 clusters Score -1222418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1222419.000000 Penalty: 3046.408203
	Iteration 55Q: 3 clusters Score -1222419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1222419.500000 Penalty: 3046.408203
	Iteration 56Q: 3 clusters Score -1222420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1222420.250000 Penalty: 3046.408203
	Iteration 57Q: 3 clusters Score -1222420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1222418.125000 Penalty: 3046.408203
	Iteration 58Q: 3 clusters Score -1222418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1222418.875000 Penalty: 3046.408203
	Iteration 59Q: 3 clusters Score -1222419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1222420.750000 Penalty: 3046.408203
	Iteration 60F: 3 clusters Score -1222421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1222421.750000 Penalty: 3046.408203
	Iteration 61Q: 3 clusters Score -1222422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1222421.750000 Penalty: 3046.408203
	Iteration 62F: 3 clusters Score -1222422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Entering Unmasked Estep 
Score: -783572.562500 Penalty: 1462.337769
	Iteration 0F: 2 clusters Score -783572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -777669.562500 Penalty: 2924.675537
	Iteration 0F: 3 clusters Score -777669.6 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -779581.375000 Penalty: 2924.675537
	Iteration 1F: 3 clusters Score -779581.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -779950.187500 Penalty: 2924.675537
	Iteration 2F: 3 clusters Score -779950.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -780368.125000 Penalty: 2924.675537
	Iteration 3F: 3 clusters Score -780368.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -780810.125000 Penalty: 2924.675537
	Iteration 4F: 3 clusters Score -780810.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -781280.125000 Penalty: 2924.675537
	Iteration 5F: 3 clusters Score -781280.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -781672.750000 Penalty: 2924.675537
	Iteration 6F: 3 clusters Score -781672.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -781981.937500 Penalty: 2924.675537
	Iteration 7F: 3 clusters Score -781981.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -782226.812500 Penalty: 2924.675537
	Iteration 8Q: 3 clusters Score -782226.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -782451.437500 Penalty: 2924.675537
	Iteration 9Q: 3 clusters Score -782451.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -782625.687500 Penalty: 2924.675537
	Iteration 10Q: 3 clusters Score -782625.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -782780.812500 Penalty: 2924.675537
	Iteration 11Q: 3 clusters Score -782780.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -782885.000000 Penalty: 2924.675537
	Iteration 12Q: 3 clusters Score -782885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -782968.562500 Penalty: 2924.675537
	Iteration 13Q: 3 clusters Score -782968.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -783024.312500 Penalty: 2924.675537
	Iteration 14Q: 3 clusters Score -783024.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -783053.500000 Penalty: 2924.675537
	Iteration 15Q: 3 clusters Score -783053.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -783074.375000 Penalty: 2924.675537
	Iteration 16Q: 3 clusters Score -783074.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -783093.375000 Penalty: 2924.675537
	Iteration 17Q: 3 clusters Score -783093.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -783108.000000 Penalty: 2924.675537
	Iteration 18Q: 3 clusters Score -783108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -783121.312500 Penalty: 2924.675537
	Iteration 19Q: 3 clusters Score -783121.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -783130.312500 Penalty: 2924.675537
	Iteration 20F: 3 clusters Score -783130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -783131.437500 Penalty: 2924.675537
	Iteration 21Q: 3 clusters Score -783131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -783137.625000 Penalty: 2924.675537
	Iteration 22Q: 3 clusters Score -783137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -783138.500000 Penalty: 2924.675537
	Iteration 23Q: 3 clusters Score -783138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -783142.937500 Penalty: 2924.675537
	Iteration 24Q: 3 clusters Score -783142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -783144.125000 Penalty: 2924.675537
	Iteration 25Q: 3 clusters Score -783144.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -783149.812500 Penalty: 2924.675537
	Iteration 26Q: 3 clusters Score -783149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -783161.375000 Penalty: 2924.675537
	Iteration 27Q: 3 clusters Score -783161.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -783162.875000 Penalty: 2924.675537
	Iteration 28Q: 3 clusters Score -783162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -783167.937500 Penalty: 2924.675537
	Iteration 29Q: 3 clusters Score -783167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -783169.687500 Penalty: 2924.675537
	Iteration 30Q: 3 clusters Score -783169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -783172.687500 Penalty: 2924.675537
	Iteration 31Q: 3 clusters Score -783172.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -783176.875000 Penalty: 2924.675537
	Iteration 32Q: 3 clusters Score -783176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -783184.750000 Penalty: 2924.675537
	Iteration 33Q: 3 clusters Score -783184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -783188.187500 Penalty: 2924.675537
	Iteration 34Q: 3 clusters Score -783188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -783192.750000 Penalty: 2924.675537
	Iteration 35Q: 3 clusters Score -783192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -783195.437500 Penalty: 2924.675537
	Iteration 36Q: 3 clusters Score -783195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -783199.562500 Penalty: 2924.675537
	Iteration 37Q: 3 clusters Score -783199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -783201.312500 Penalty: 2924.675537
	Iteration 38Q: 3 clusters Score -783201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -783201.750000 Penalty: 2924.675537
	Iteration 39Q: 3 clusters Score -783201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -783201.937500 Penalty: 2924.675537
	Iteration 40F: 3 clusters Score -783201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -783202.750000 Penalty: 2924.675537
	Iteration 41Q: 3 clusters Score -783202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -783202.750000 Penalty: 2924.675537
	Iteration 42F: 3 clusters Score -783202.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Entering Unmasked Estep 
Score: -1448332.750000 Penalty: 1553.054321
	Iteration 0F: 2 clusters Score -1448333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1438478.875000 Penalty: 3106.108643
	Iteration 0F: 3 clusters Score -1438479 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1442089.500000 Penalty: 3106.108643
	Iteration 1F: 3 clusters Score -1442090 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1442468.125000 Penalty: 3106.108643
	Iteration 2F: 3 clusters Score -1442468 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1442854.750000 Penalty: 3106.108643
	Iteration 3F: 3 clusters Score -1442855 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1443205.875000 Penalty: 3106.108643
	Iteration 4F: 3 clusters Score -1443206 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1443520.625000 Penalty: 3106.108643
	Iteration 5Q: 3 clusters Score -1443521 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1443795.625000 Penalty: 3106.108643
	Iteration 6Q: 3 clusters Score -1443796 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1444091.500000 Penalty: 3106.108643
	Iteration 7Q: 3 clusters Score -1444092 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1444384.375000 Penalty: 3106.108643
	Iteration 8Q: 3 clusters Score -1444384 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1444660.375000 Penalty: 3106.108643
	Iteration 9Q: 3 clusters Score -1444660 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1444914.500000 Penalty: 3106.108643
	Iteration 10Q: 3 clusters Score -1444914 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1445156.750000 Penalty: 3106.108643
	Iteration 11Q: 3 clusters Score -1445157 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1445370.625000 Penalty: 3106.108643
	Iteration 12Q: 3 clusters Score -1445371 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1445602.375000 Penalty: 3106.108643
	Iteration 13Q: 3 clusters Score -1445602 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1445827.375000 Penalty: 3106.108643
	Iteration 14Q: 3 clusters Score -1445827 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1446046.625000 Penalty: 3106.108643
	Iteration 15Q: 3 clusters Score -1446047 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1446270.750000 Penalty: 3106.108643
	Iteration 16Q: 3 clusters Score -1446271 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1446494.000000 Penalty: 3106.108643
	Iteration 17Q: 3 clusters Score -1446494 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1446699.125000 Penalty: 3106.108643
	Iteration 18Q: 3 clusters Score -1446699 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1446878.750000 Penalty: 3106.108643
	Iteration 19Q: 3 clusters Score -1446879 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1447029.125000 Penalty: 3106.108643
	Iteration 20F: 3 clusters Score -1447029 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1447145.250000 Penalty: 3106.108643
	Iteration 21Q: 3 clusters Score -1447145 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1447221.375000 Penalty: 3106.108643
	Iteration 22Q: 3 clusters Score -1447221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1447264.625000 Penalty: 3106.108643
	Iteration 23Q: 3 clusters Score -1447265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1447285.250000 Penalty: 3106.108643
	Iteration 24Q: 3 clusters Score -1447285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1447302.875000 Penalty: 3106.108643
	Iteration 25Q: 3 clusters Score -1447303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1447314.875000 Penalty: 3106.108643
	Iteration 26Q: 3 clusters Score -1447315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1447325.625000 Penalty: 3106.108643
	Iteration 27Q: 3 clusters Score -1447326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1447339.250000 Penalty: 3106.108643
	Iteration 28Q: 3 clusters Score -1447339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1447336.625000 Penalty: 3106.108643
	Iteration 29Q: 3 clusters Score -1447337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1447341.375000 Penalty: 3106.108643
	Iteration 30Q: 3 clusters Score -1447341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1447348.250000 Penalty: 3106.108643
	Iteration 31Q: 3 clusters Score -1447348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1447348.875000 Penalty: 3106.108643
	Iteration 32Q: 3 clusters Score -1447349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1447348.125000 Penalty: 3106.108643
	Iteration 33Q: 3 clusters Score -1447348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1447350.875000 Penalty: 3106.108643
	Iteration 34Q: 3 clusters Score -1447351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1447348.875000 Penalty: 3106.108643
	Iteration 35Q: 3 clusters Score -1447349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1447349.250000 Penalty: 3106.108643
	Iteration 36Q: 3 clusters Score -1447349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1447348.875000 Penalty: 3106.108643
	Iteration 37Q: 3 clusters Score -1447349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1447349.500000 Penalty: 3106.108643
	Iteration 38Q: 3 clusters Score -1447350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1447349.500000 Penalty: 3106.108643
	Iteration 39F: 3 clusters Score -1447350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Entering Unmasked Estep 
Score: -8495359.000000 Penalty: 1836.730591
	Iteration 0F: 2 clusters Score -8495359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -8441167.000000 Penalty: 3673.461182
	Iteration 0F: 3 clusters Score -8441167 nChanged 38587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -8463529.000000 Penalty: 3673.461182
	Iteration 1F: 3 clusters Score -8463529 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8464501.000000 Penalty: 3673.461182
	Iteration 2Q: 3 clusters Score -8464501 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -8466001.000000 Penalty: 3673.461182
	Iteration 3Q: 3 clusters Score -8466001 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -8468191.000000 Penalty: 3673.461182
	Iteration 4F: 3 clusters Score -8468191 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -8471342.000000 Penalty: 3673.461182
	Iteration 5F: 3 clusters Score -8471342 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -8475470.000000 Penalty: 3673.461182
	Iteration 6F: 3 clusters Score -8475470 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8479702.000000 Penalty: 3673.461182
	Iteration 7F: 3 clusters Score -8479702 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -8482684.000000 Penalty: 3673.461182
	Iteration 8F: 3 clusters Score -8482684 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -8484598.000000 Penalty: 3673.461182
	Iteration 9Q: 3 clusters Score -8484598 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -8485830.000000 Penalty: 3673.461182
	Iteration 10Q: 3 clusters Score -8485830 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -8486715.000000 Penalty: 3673.461182
	Iteration 11Q: 3 clusters Score -8486715 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -8487438.000000 Penalty: 3673.461182
	Iteration 12Q: 3 clusters Score -8487438 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8488171.000000 Penalty: 3673.461182
	Iteration 13Q: 3 clusters Score -8488171 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -8488913.000000 Penalty: 3673.461182
	Iteration 14Q: 3 clusters Score -8488913 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -8489655.000000 Penalty: 3673.461182
	Iteration 15Q: 3 clusters Score -8489655 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8490429.000000 Penalty: 3673.461182
	Iteration 16Q: 3 clusters Score -8490429 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -8491089.000000 Penalty: 3673.461182
	Iteration 17Q: 3 clusters Score -8491089 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -8491694.000000 Penalty: 3673.461182
	Iteration 18Q: 3 clusters Score -8491694 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8492210.000000 Penalty: 3673.461182
	Iteration 19Q: 3 clusters Score -8492210 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8492592.000000 Penalty: 3673.461182
	Iteration 20F: 3 clusters Score -8492592 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8492938.000000 Penalty: 3673.461182
	Iteration 21Q: 3 clusters Score -8492938 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8493152.000000 Penalty: 3673.461182
	Iteration 22Q: 3 clusters Score -8493152 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8493314.000000 Penalty: 3673.461182
	Iteration 23Q: 3 clusters Score -8493314 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8493398.000000 Penalty: 3673.461182
	Iteration 24Q: 3 clusters Score -8493398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8493507.000000 Penalty: 3673.461182
	Iteration 25Q: 3 clusters Score -8493507 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8493574.000000 Penalty: 3673.461182
	Iteration 26Q: 3 clusters Score -8493574 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8493611.000000 Penalty: 3673.461182
	Iteration 27Q: 3 clusters Score -8493611 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8493655.000000 Penalty: 3673.461182
	Iteration 28Q: 3 clusters Score -8493655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8493702.000000 Penalty: 3673.461182
	Iteration 29Q: 3 clusters Score -8493702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8493727.000000 Penalty: 3673.461182
	Iteration 30Q: 3 clusters Score -8493727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8493751.000000 Penalty: 3673.461182
	Iteration 31Q: 3 clusters Score -8493751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8493760.000000 Penalty: 3673.461182
	Iteration 32Q: 3 clusters Score -8493760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8493785.000000 Penalty: 3673.461182
	Iteration 33Q: 3 clusters Score -8493785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8493801.000000 Penalty: 3673.461182
	Iteration 34Q: 3 clusters Score -8493801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8493795.000000 Penalty: 3673.461182
	Iteration 35Q: 3 clusters Score -8493795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8493799.000000 Penalty: 3673.461182
	Iteration 36Q: 3 clusters Score -8493799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8493799.000000 Penalty: 3673.461182
	Iteration 37Q: 3 clusters Score -8493799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8493807.000000 Penalty: 3673.461182
	Iteration 38Q: 3 clusters Score -8493807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8493820.000000 Penalty: 3673.461182
	Iteration 39Q: 3 clusters Score -8493820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8493835.000000 Penalty: 3673.461182
	Iteration 40F: 3 clusters Score -8493835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8493834.000000 Penalty: 3673.461182
	Iteration 41Q: 3 clusters Score -8493834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8493840.000000 Penalty: 3673.461182
	Iteration 42Q: 3 clusters Score -8493840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8493859.000000 Penalty: 3673.461182
	Iteration 43Q: 3 clusters Score -8493859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8493856.000000 Penalty: 3673.461182
	Iteration 44Q: 3 clusters Score -8493856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8493851.000000 Penalty: 3673.461182
	Iteration 45Q: 3 clusters Score -8493851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8493856.000000 Penalty: 3673.461182
	Iteration 46Q: 3 clusters Score -8493856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8493857.000000 Penalty: 3673.461182
	Iteration 47Q: 3 clusters Score -8493857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8493851.000000 Penalty: 3673.461182
	Iteration 48Q: 3 clusters Score -8493851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8493847.000000 Penalty: 3673.461182
	Iteration 49Q: 3 clusters Score -8493847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8493850.000000 Penalty: 3673.461182
	Iteration 50Q: 3 clusters Score -8493850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8493852.000000 Penalty: 3673.461182
	Iteration 51Q: 3 clusters Score -8493852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8493848.000000 Penalty: 3673.461182
	Iteration 52Q: 3 clusters Score -8493848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8493855.000000 Penalty: 3673.461182
	Iteration 53Q: 3 clusters Score -8493855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8493855.000000 Penalty: 3673.461182
	Iteration 54Q: 3 clusters Score -8493855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8493852.000000 Penalty: 3673.461182
	Iteration 55Q: 3 clusters Score -8493852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8493852.000000 Penalty: 3673.461182
	Iteration 56F: 3 clusters Score -8493852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -591806.937500 Penalty: 1421.263916
	Iteration 0F: 2 clusters Score -591806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -587024.562500 Penalty: 2842.527832
	Iteration 0F: 3 clusters Score -587024.6 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -588565.062500 Penalty: 2842.527832
	Iteration 1F: 3 clusters Score -588565.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -588895.562500 Penalty: 2842.527832
	Iteration 2F: 3 clusters Score -588895.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -589203.062500 Penalty: 2842.527832
	Iteration 3F: 3 clusters Score -589203.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -589567.375000 Penalty: 2842.527832
	Iteration 4F: 3 clusters Score -589567.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -589896.187500 Penalty: 2842.527832
	Iteration 5F: 3 clusters Score -589896.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -590152.250000 Penalty: 2842.527832
	Iteration 6F: 3 clusters Score -590152.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -590326.312500 Penalty: 2842.527832
	Iteration 7Q: 3 clusters Score -590326.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -590479.312500 Penalty: 2842.527832
	Iteration 8Q: 3 clusters Score -590479.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -590606.125000 Penalty: 2842.527832
	Iteration 9Q: 3 clusters Score -590606.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -590702.937500 Penalty: 2842.527832
	Iteration 10Q: 3 clusters Score -590702.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -590774.500000 Penalty: 2842.527832
	Iteration 11Q: 3 clusters Score -590774.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -590844.187500 Penalty: 2842.527832
	Iteration 12Q: 3 clusters Score -590844.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -590900.500000 Penalty: 2842.527832
	Iteration 13Q: 3 clusters Score -590900.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -590971.312500 Penalty: 2842.527832
	Iteration 14Q: 3 clusters Score -590971.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -591032.312500 Penalty: 2842.527832
	Iteration 15Q: 3 clusters Score -591032.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -591092.187500 Penalty: 2842.527832
	Iteration 16Q: 3 clusters Score -591092.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -591132.437500 Penalty: 2842.527832
	Iteration 17Q: 3 clusters Score -591132.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -591167.937500 Penalty: 2842.527832
	Iteration 18Q: 3 clusters Score -591167.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -591188.625000 Penalty: 2842.527832
	Iteration 19Q: 3 clusters Score -591188.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -591204.562500 Penalty: 2842.527832
	Iteration 20F: 3 clusters Score -591204.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -591219.250000 Penalty: 2842.527832
	Iteration 21Q: 3 clusters Score -591219.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -591230.625000 Penalty: 2842.527832
	Iteration 22Q: 3 clusters Score -591230.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -591237.437500 Penalty: 2842.527832
	Iteration 23Q: 3 clusters Score -591237.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -591244.000000 Penalty: 2842.527832
	Iteration 24Q: 3 clusters Score -591244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -591246.250000 Penalty: 2842.527832
	Iteration 25Q: 3 clusters Score -591246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -591252.187500 Penalty: 2842.527832
	Iteration 26Q: 3 clusters Score -591252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -591259.750000 Penalty: 2842.527832
	Iteration 27Q: 3 clusters Score -591259.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -591267.000000 Penalty: 2842.527832
	Iteration 28Q: 3 clusters Score -591267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -591271.687500 Penalty: 2842.527832
	Iteration 29Q: 3 clusters Score -591271.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -591274.500000 Penalty: 2842.527832
	Iteration 30Q: 3 clusters Score -591274.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -591279.500000 Penalty: 2842.527832
	Iteration 31Q: 3 clusters Score -591279.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -591282.937500 Penalty: 2842.527832
	Iteration 32Q: 3 clusters Score -591282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -591287.562500 Penalty: 2842.527832
	Iteration 33Q: 3 clusters Score -591287.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -591293.875000 Penalty: 2842.527832
	Iteration 34Q: 3 clusters Score -591293.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -591296.312500 Penalty: 2842.527832
	Iteration 35Q: 3 clusters Score -591296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -591298.062500 Penalty: 2842.527832
	Iteration 36Q: 3 clusters Score -591298.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -591299.625000 Penalty: 2842.527832
	Iteration 37Q: 3 clusters Score -591299.6 nChanged 15
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: -591302.250000 Penalty: 2842.527832
	Iteration 38Q: 3 clusters Score -591302.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -591305.812500 Penalty: 2842.527832
	Iteration 39Q: 3 clusters Score -591305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -591307.062500 Penalty: 2842.527832
	Iteration 40F: 3 clusters Score -591307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -591310.875000 Penalty: 2842.527832
	Iteration 41Q: 3 clusters Score -591310.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -591311.187500 Penalty: 2842.527832
	Iteration 42Q: 3 clusters Score -591311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -591313.250000 Penalty: 2842.527832
	Iteration 43Q: 3 clusters Score -591313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -591314.062500 Penalty: 2842.527832
	Iteration 44Q: 3 clusters Score -591314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -591315.437500 Penalty: 2842.527832
	Iteration 45Q: 3 clusters Score -591315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -591315.750000 Penalty: 2842.527832
	Iteration 46Q: 3 clusters Score -591315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -591315.437500 Penalty: 2842.527832
	Iteration 47Q: 3 clusters Score -591315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -591316.625000 Penalty: 2842.527832
	Iteration 48Q: 3 clusters Score -591316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -591317.187500 Penalty: 2842.527832
	Iteration 49Q: 3 clusters Score -591317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -591317.187500 Penalty: 2842.527832
	Iteration 50Q: 3 clusters Score -591317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -591317.312500 Penalty: 2842.527832
	Iteration 51Q: 3 clusters Score -591317.3 nChanged 2
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: -591316.000000 Penalty: 2842.527832
	Iteration 52Q: 3 clusters Score -591316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -591317.312500 Penalty: 2842.527832
	Iteration 53Q: 3 clusters Score -591317.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -591318.125000 Penalty: 2842.527832
	Iteration 54Q: 3 clusters Score -591318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -591317.812500 Penalty: 2842.527832
	Iteration 55Q: 3 clusters Score -591317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -591318.687500 Penalty: 2842.527832
	Iteration 56Q: 3 clusters Score -591318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -591319.187500 Penalty: 2842.527832
	Iteration 57Q: 3 clusters Score -591319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -591317.750000 Penalty: 2842.527832
	Iteration 58Q: 3 clusters Score -591317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -591319.375000 Penalty: 2842.527832
	Iteration 59Q: 3 clusters Score -591319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -591319.375000 Penalty: 2842.527832
	Iteration 60F: 3 clusters Score -591319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Entering Unmasked Estep 
Score: -7353495.500000 Penalty: 1813.273193
	Iteration 0F: 2 clusters Score -7353496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -7306563.500000 Penalty: 3626.546387
	Iteration 0F: 3 clusters Score -7306564 nChanged 33364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -7325960.000000 Penalty: 3626.546387
	Iteration 1F: 3 clusters Score -7325960 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -7326838.500000 Penalty: 3626.546387
	Iteration 2Q: 3 clusters Score -7326838 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -7327815.500000 Penalty: 3626.546387
	Iteration 3Q: 3 clusters Score -7327816 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -7329075.000000 Penalty: 3626.546387
	Iteration 4Q: 3 clusters Score -7329075 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -7330800.000000 Penalty: 3626.546387
	Iteration 5Q: 3 clusters Score -7330800 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -7333172.500000 Penalty: 3626.546387
	Iteration 6F: 3 clusters Score -7333172 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7336455.000000 Penalty: 3626.546387
	Iteration 7F: 3 clusters Score -7336455 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -7339716.000000 Penalty: 3626.546387
	Iteration 8F: 3 clusters Score -7339716 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -7341904.000000 Penalty: 3626.546387
	Iteration 9F: 3 clusters Score -7341904 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -7342845.500000 Penalty: 3626.546387
	Iteration 10Q: 3 clusters Score -7342846 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7343228.000000 Penalty: 3626.546387
	Iteration 11Q: 3 clusters Score -7343228 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -7343469.000000 Penalty: 3626.546387
	Iteration 12Q: 3 clusters Score -7343469 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -7343690.500000 Penalty: 3626.546387
	Iteration 13Q: 3 clusters Score -7343690 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -7343882.000000 Penalty: 3626.546387
	Iteration 14Q: 3 clusters Score -7343882 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -7344058.000000 Penalty: 3626.546387
	Iteration 15Q: 3 clusters Score -7344058 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -7344251.500000 Penalty: 3626.546387
	Iteration 16Q: 3 clusters Score -7344252 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7344432.000000 Penalty: 3626.546387
	Iteration 17Q: 3 clusters Score -7344432 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -7344655.000000 Penalty: 3626.546387
	Iteration 18Q: 3 clusters Score -7344655 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -7344882.500000 Penalty: 3626.546387
	Iteration 19Q: 3 clusters Score -7344882 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -7345124.000000 Penalty: 3626.546387
	Iteration 20F: 3 clusters Score -7345124 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7345348.500000 Penalty: 3626.546387
	Iteration 21Q: 3 clusters Score -7345348 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -7345573.000000 Penalty: 3626.546387
	Iteration 22Q: 3 clusters Score -7345573 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -7345772.500000 Penalty: 3626.546387
	Iteration 23Q: 3 clusters Score -7345772 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -7345962.000000 Penalty: 3626.546387
	Iteration 24Q: 3 clusters Score -7345962 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7346154.500000 Penalty: 3626.546387
	Iteration 25Q: 3 clusters Score -7346154 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -7346378.000000 Penalty: 3626.546387
	Iteration 26Q: 3 clusters Score -7346378 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -7346582.500000 Penalty: 3626.546387
	Iteration 27Q: 3 clusters Score -7346582 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7346804.000000 Penalty: 3626.546387
	Iteration 28Q: 3 clusters Score -7346804 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -7347044.500000 Penalty: 3626.546387
	Iteration 29Q: 3 clusters Score -7347044 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -7347302.000000 Penalty: 3626.546387
	Iteration 30Q: 3 clusters Score -7347302 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -7347488.000000 Penalty: 3626.546387
	Iteration 31Q: 3 clusters Score -7347488 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -7347738.000000 Penalty: 3626.546387
	Iteration 32Q: 3 clusters Score -7347738 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7347992.000000 Penalty: 3626.546387
	Iteration 33Q: 3 clusters Score -7347992 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -7348208.500000 Penalty: 3626.546387
	Iteration 34Q: 3 clusters Score -7348208 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -7348418.500000 Penalty: 3626.546387
	Iteration 35Q: 3 clusters Score -7348418 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -7348730.000000 Penalty: 3626.546387
	Iteration 36Q: 3 clusters Score -7348730 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -7349065.500000 Penalty: 3626.546387
	Iteration 37Q: 3 clusters Score -7349066 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -7349344.500000 Penalty: 3626.546387
	Iteration 38Q: 3 clusters Score -7349344 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7349635.500000 Penalty: 3626.546387
	Iteration 39Q: 3 clusters Score -7349636 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -7349897.500000 Penalty: 3626.546387
	Iteration 40F: 3 clusters Score -7349898 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -7350164.500000 Penalty: 3626.546387
	Iteration 41Q: 3 clusters Score -7350164 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7350387.500000 Penalty: 3626.546387
	Iteration 42Q: 3 clusters Score -7350388 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7350603.500000 Penalty: 3626.546387
	Iteration 43Q: 3 clusters Score -7350604 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7350785.000000 Penalty: 3626.546387
	Iteration 44Q: 3 clusters Score -7350785 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7350963.500000 Penalty: 3626.546387
	Iteration 45Q: 3 clusters Score -7350964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7351125.000000 Penalty: 3626.546387
	Iteration 46Q: 3 clusters Score -7351125 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7351259.500000 Penalty: 3626.546387
	Iteration 47Q: 3 clusters Score -7351260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7351356.000000 Penalty: 3626.546387
	Iteration 48Q: 3 clusters Score -7351356 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7351486.000000 Penalty: 3626.546387
	Iteration 49Q: 3 clusters Score -7351486 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7351553.000000 Penalty: 3626.546387
	Iteration 50Q: 3 clusters Score -7351553 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7351613.500000 Penalty: 3626.546387
	Iteration 51Q: 3 clusters Score -7351614 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7351678.500000 Penalty: 3626.546387
	Iteration 52Q: 3 clusters Score -7351678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7351714.000000 Penalty: 3626.546387
	Iteration 53Q: 3 clusters Score -7351714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7351757.000000 Penalty: 3626.546387
	Iteration 54Q: 3 clusters Score -7351757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7351782.500000 Penalty: 3626.546387
	Iteration 55Q: 3 clusters Score -7351782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7351816.000000 Penalty: 3626.546387
	Iteration 56Q: 3 clusters Score -7351816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7351851.000000 Penalty: 3626.546387
	Iteration 57Q: 3 clusters Score -7351851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7351870.000000 Penalty: 3626.546387
	Iteration 58Q: 3 clusters Score -7351870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7351906.500000 Penalty: 3626.546387
	Iteration 59Q: 3 clusters Score -7351906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7351932.000000 Penalty: 3626.546387
	Iteration 60F: 3 clusters Score -7351932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7351937.500000 Penalty: 3626.546387
	Iteration 61Q: 3 clusters Score -7351938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7351956.500000 Penalty: 3626.546387
	Iteration 62Q: 3 clusters Score -7351956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7351969.000000 Penalty: 3626.546387
	Iteration 63Q: 3 clusters Score -7351969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7351984.500000 Penalty: 3626.546387
	Iteration 64Q: 3 clusters Score -7351984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7351987.000000 Penalty: 3626.546387
	Iteration 65Q: 3 clusters Score -7351987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7352003.000000 Penalty: 3626.546387
	Iteration 66Q: 3 clusters Score -7352003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7352012.000000 Penalty: 3626.546387
	Iteration 67Q: 3 clusters Score -7352012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7352022.000000 Penalty: 3626.546387
	Iteration 68Q: 3 clusters Score -7352022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7352055.000000 Penalty: 3626.546387
	Iteration 69Q: 3 clusters Score -7352055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7352060.000000 Penalty: 3626.546387
	Iteration 70Q: 3 clusters Score -7352060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7352065.500000 Penalty: 3626.546387
	Iteration 71Q: 3 clusters Score -7352066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7352081.500000 Penalty: 3626.546387
	Iteration 72Q: 3 clusters Score -7352082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7352094.000000 Penalty: 3626.546387
	Iteration 73Q: 3 clusters Score -7352094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7352099.000000 Penalty: 3626.546387
	Iteration 74Q: 3 clusters Score -7352099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7352097.000000 Penalty: 3626.546387
	Iteration 75Q: 3 clusters Score -7352097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7352101.000000 Penalty: 3626.546387
	Iteration 76Q: 3 clusters Score -7352101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7352101.500000 Penalty: 3626.546387
	Iteration 77Q: 3 clusters Score -7352102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7352104.500000 Penalty: 3626.546387
	Iteration 78Q: 3 clusters Score -7352104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7352104.000000 Penalty: 3626.546387
	Iteration 79Q: 3 clusters Score -7352104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7352104.000000 Penalty: 3626.546387
	Iteration 80F: 3 clusters Score -7352104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Entering Unmasked Estep 
Score: -2853305.750000 Penalty: 1660.799316
	Iteration 0F: 2 clusters Score -2853306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2834841.250000 Penalty: 3321.598633
	Iteration 0F: 3 clusters Score -2834841 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2841831.500000 Penalty: 3321.598633
	Iteration 1F: 3 clusters Score -2841832 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2842350.250000 Penalty: 3321.598633
	Iteration 2F: 3 clusters Score -2842350 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2842936.500000 Penalty: 3321.598633
	Iteration 3Q: 3 clusters Score -2842936 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2843592.750000 Penalty: 3321.598633
	Iteration 4F: 3 clusters Score -2843593 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2844331.000000 Penalty: 3321.598633
	Iteration 5F: 3 clusters Score -2844331 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2845134.750000 Penalty: 3321.598633
	Iteration 6F: 3 clusters Score -2845135 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2845977.500000 Penalty: 3321.598633
	Iteration 7F: 3 clusters Score -2845978 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2846881.000000 Penalty: 3321.598633
	Iteration 8F: 3 clusters Score -2846881 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2847758.750000 Penalty: 3321.598633
	Iteration 9Q: 3 clusters Score -2847759 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2848439.000000 Penalty: 3321.598633
	Iteration 10Q: 3 clusters Score -2848439 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2848979.500000 Penalty: 3321.598633
	Iteration 11Q: 3 clusters Score -2848980 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2849396.000000 Penalty: 3321.598633
	Iteration 12Q: 3 clusters Score -2849396 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2849723.750000 Penalty: 3321.598633
	Iteration 13Q: 3 clusters Score -2849724 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2849967.500000 Penalty: 3321.598633
	Iteration 14Q: 3 clusters Score -2849968 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2850219.500000 Penalty: 3321.598633
	Iteration 15Q: 3 clusters Score -2850220 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2850431.500000 Penalty: 3321.598633
	Iteration 16Q: 3 clusters Score -2850432 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2850594.250000 Penalty: 3321.598633
	Iteration 17Q: 3 clusters Score -2850594 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2850728.500000 Penalty: 3321.598633
	Iteration 18Q: 3 clusters Score -2850728 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2850875.500000 Penalty: 3321.598633
	Iteration 19Q: 3 clusters Score -2850876 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2851008.500000 Penalty: 3321.598633
	Iteration 20F: 3 clusters Score -2851008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2851108.250000 Penalty: 3321.598633
	Iteration 21Q: 3 clusters Score -2851108 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2851209.750000 Penalty: 3321.598633
	Iteration 22Q: 3 clusters Score -2851210 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2851294.500000 Penalty: 3321.598633
	Iteration 23Q: 3 clusters Score -2851294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2851381.750000 Penalty: 3321.598633
	Iteration 24Q: 3 clusters Score -2851382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2851457.000000 Penalty: 3321.598633
	Iteration 25Q: 3 clusters Score -2851457 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2851522.000000 Penalty: 3321.598633
	Iteration 26Q: 3 clusters Score -2851522 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2851563.250000 Penalty: 3321.598633
	Iteration 27Q: 3 clusters Score -2851563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2851611.250000 Penalty: 3321.598633
	Iteration 28Q: 3 clusters Score -2851611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2851647.750000 Penalty: 3321.598633
	Iteration 29Q: 3 clusters Score -2851648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2851684.750000 Penalty: 3321.598633
	Iteration 30Q: 3 clusters Score -2851685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2851717.000000 Penalty: 3321.598633
	Iteration 31Q: 3 clusters Score -2851717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2851756.750000 Penalty: 3321.598633
	Iteration 32Q: 3 clusters Score -2851757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2851787.500000 Penalty: 3321.598633
	Iteration 33Q: 3 clusters Score -2851788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2851821.250000 Penalty: 3321.598633
	Iteration 34Q: 3 clusters Score -2851821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2851863.000000 Penalty: 3321.598633
	Iteration 35Q: 3 clusters Score -2851863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2851924.250000 Penalty: 3321.598633
	Iteration 36Q: 3 clusters Score -2851924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2851975.500000 Penalty: 3321.598633
	Iteration 37Q: 3 clusters Score -2851976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2852016.000000 Penalty: 3321.598633
	Iteration 38Q: 3 clusters Score -2852016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2852048.500000 Penalty: 3321.598633
	Iteration 39Q: 3 clusters Score -2852048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2852101.000000 Penalty: 3321.598633
	Iteration 40F: 3 clusters Score -2852101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -2852156.500000 Penalty: 3321.598633
	Iteration 41Q: 3 clusters Score -2852156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -2852216.500000 Penalty: 3321.598633
	Iteration 42Q: 3 clusters Score -2852216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2852271.000000 Penalty: 3321.598633
	Iteration 43Q: 3 clusters Score -2852271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2852311.750000 Penalty: 3321.598633
	Iteration 44Q: 3 clusters Score -2852312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2852338.750000 Penalty: 3321.598633
	Iteration 45Q: 3 clusters Score -2852339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2852363.750000 Penalty: 3321.598633
	Iteration 46Q: 3 clusters Score -2852364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2852377.250000 Penalty: 3321.598633
	Iteration 47Q: 3 clusters Score -2852377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2852392.500000 Penalty: 3321.598633
	Iteration 48Q: 3 clusters Score -2852392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -2852398.000000 Penalty: 3321.598633
	Iteration 49Q: 3 clusters Score -2852398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2852405.750000 Penalty: 3321.598633
	Iteration 50Q: 3 clusters Score -2852406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2852411.000000 Penalty: 3321.598633
	Iteration 51Q: 3 clusters Score -2852411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2852414.000000 Penalty: 3321.598633
	Iteration 52Q: 3 clusters Score -2852414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2852422.750000 Penalty: 3321.598633
	Iteration 53Q: 3 clusters Score -2852423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2852425.000000 Penalty: 3321.598633
	Iteration 54Q: 3 clusters Score -2852425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -2852424.250000 Penalty: 3321.598633
	Iteration 55Q: 3 clusters Score -2852424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2852428.250000 Penalty: 3321.598633
	Iteration 56Q: 3 clusters Score -2852428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2852427.250000 Penalty: 3321.598633
	Iteration 57Q: 3 clusters Score -2852427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2852429.750000 Penalty: 3321.598633
	Iteration 58Q: 3 clusters Score -2852430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2852431.500000 Penalty: 3321.598633
	Iteration 59Q: 3 clusters Score -2852432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2852431.500000 Penalty: 3321.598633
	Iteration 60F: 3 clusters Score -2852432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -336006.500000 Penalty: 1326.316162
	Iteration 0F: 2 clusters Score -336006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -332959.031250 Penalty: 2652.632324
	Iteration 0F: 3 clusters Score -332959 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -333852.375000 Penalty: 2652.632324
	Iteration 1F: 3 clusters Score -333852.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -334077.125000 Penalty: 2652.632324
	Iteration 2F: 3 clusters Score -334077.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -334251.343750 Penalty: 2652.632324
	Iteration 3F: 3 clusters Score -334251.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -334403.625000 Penalty: 2652.632324
	Iteration 4F: 3 clusters Score -334403.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -334521.031250 Penalty: 2652.632324
	Iteration 5Q: 3 clusters Score -334521 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -334617.468750 Penalty: 2652.632324
	Iteration 6Q: 3 clusters Score -334617.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -334696.437500 Penalty: 2652.632324
	Iteration 7Q: 3 clusters Score -334696.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -334752.593750 Penalty: 2652.632324
	Iteration 8Q: 3 clusters Score -334752.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -334800.718750 Penalty: 2652.632324
	Iteration 9Q: 3 clusters Score -334800.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -334841.187500 Penalty: 2652.632324
	Iteration 10Q: 3 clusters Score -334841.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -334867.250000 Penalty: 2652.632324
	Iteration 11Q: 3 clusters Score -334867.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -334887.875000 Penalty: 2652.632324
	Iteration 12Q: 3 clusters Score -334887.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -334903.156250 Penalty: 2652.632324
	Iteration 13Q: 3 clusters Score -334903.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -334915.937500 Penalty: 2652.632324
	Iteration 14Q: 3 clusters Score -334915.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -334924.500000 Penalty: 2652.632324
	Iteration 15Q: 3 clusters Score -334924.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -334933.531250 Penalty: 2652.632324
	Iteration 16Q: 3 clusters Score -334933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -334938.343750 Penalty: 2652.632324
	Iteration 17Q: 3 clusters Score -334938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -334945.843750 Penalty: 2652.632324
	Iteration 18Q: 3 clusters Score -334945.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -334951.093750 Penalty: 2652.632324
	Iteration 19Q: 3 clusters Score -334951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -334957.437500 Penalty: 2652.632324
	Iteration 20F: 3 clusters Score -334957.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -334962.593750 Penalty: 2652.632324
	Iteration 21Q: 3 clusters Score -334962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -334970.812500 Penalty: 2652.632324
	Iteration 22Q: 3 clusters Score -334970.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -334982.937500 Penalty: 2652.632324
	Iteration 23Q: 3 clusters Score -334982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -334993.093750 Penalty: 2652.632324
	Iteration 24Q: 3 clusters Score -334993.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -335006.812500 Penalty: 2652.632324
	Iteration 25Q: 3 clusters Score -335006.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -335019.656250 Penalty: 2652.632324
	Iteration 26Q: 3 clusters Score -335019.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -335029.500000 Penalty: 2652.632324
	Iteration 27Q: 3 clusters Score -335029.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -335038.750000 Penalty: 2652.632324
	Iteration 28Q: 3 clusters Score -335038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -335045.937500 Penalty: 2652.632324
	Iteration 29Q: 3 clusters Score -335045.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -335055.593750 Penalty: 2652.632324
	Iteration 30Q: 3 clusters Score -335055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -335064.406250 Penalty: 2652.632324
	Iteration 31Q: 3 clusters Score -335064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -335071.156250 Penalty: 2652.632324
	Iteration 32Q: 3 clusters Score -335071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -335078.031250 Penalty: 2652.632324
	Iteration 33Q: 3 clusters Score -335078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -335084.250000 Penalty: 2652.632324
	Iteration 34Q: 3 clusters Score -335084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -335089.656250 Penalty: 2652.632324
	Iteration 35Q: 3 clusters Score -335089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -335095.687500 Penalty: 2652.632324
	Iteration 36Q: 3 clusters Score -335095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -335103.156250 Penalty: 2652.632324
	Iteration 37Q: 3 clusters Score -335103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -335113.187500 Penalty: 2652.632324
	Iteration 38Q: 3 clusters Score -335113.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -335121.968750 Penalty: 2652.632324
	Iteration 39Q: 3 clusters Score -335122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -335133.937500 Penalty: 2652.632324
	Iteration 40F: 3 clusters Score -335133.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -335152.093750 Penalty: 2652.632324
	Iteration 41Q: 3 clusters Score -335152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -335178.468750 Penalty: 2652.632324
	Iteration 42Q: 3 clusters Score -335178.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -335202.343750 Penalty: 2652.632324
	Iteration 43Q: 3 clusters Score -335202.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -335228.000000 Penalty: 2652.632324
	Iteration 44Q: 3 clusters Score -335228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -335244.625000 Penalty: 2652.632324
	Iteration 45Q: 3 clusters Score -335244.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -335270.375000 Penalty: 2652.632324
	Iteration 46Q: 3 clusters Score -335270.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -335301.031250 Penalty: 2652.632324
	Iteration 47Q: 3 clusters Score -335301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -335337.843750 Penalty: 2652.632324
	Iteration 48Q: 3 clusters Score -335337.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -335376.250000 Penalty: 2652.632324
	Iteration 49Q: 3 clusters Score -335376.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -335423.625000 Penalty: 2652.632324
	Iteration 50Q: 3 clusters Score -335423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -335487.718750 Penalty: 2652.632324
	Iteration 51Q: 3 clusters Score -335487.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -335537.062500 Penalty: 2652.632324
	Iteration 52Q: 3 clusters Score -335537.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -335587.625000 Penalty: 2652.632324
	Iteration 53Q: 3 clusters Score -335587.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -335627.687500 Penalty: 2652.632324
	Iteration 54Q: 3 clusters Score -335627.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -335648.156250 Penalty: 2652.632324
	Iteration 55Q: 3 clusters Score -335648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -335654.156250 Penalty: 2652.632324
	Iteration 56Q: 3 clusters Score -335654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -335655.406250 Penalty: 2652.632324
	Iteration 57Q: 3 clusters Score -335655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -335655.156250 Penalty: 2652.632324
	Iteration 58Q: 3 clusters Score -335655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -335656.406250 Penalty: 2652.632324
	Iteration 59Q: 3 clusters Score -335656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -335658.000000 Penalty: 2652.632324
	Iteration 60F: 3 clusters Score -335658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -335657.718750 Penalty: 2652.632324
	Iteration 61Q: 3 clusters Score -335657.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -335657.718750 Penalty: 2652.632324
	Iteration 62F: 3 clusters Score -335657.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -522662.187500 Penalty: 1393.604492
	Iteration 0F: 2 clusters Score -522662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -518537.093750 Penalty: 2787.208984
	Iteration 0F: 3 clusters Score -518537.1 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -519679.281250 Penalty: 2787.208984
	Iteration 1F: 3 clusters Score -519679.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -519939.875000 Penalty: 2787.208984
	Iteration 2F: 3 clusters Score -519939.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -520152.000000 Penalty: 2787.208984
	Iteration 3F: 3 clusters Score -520152 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -520366.312500 Penalty: 2787.208984
	Iteration 4F: 3 clusters Score -520366.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -520629.687500 Penalty: 2787.208984
	Iteration 5F: 3 clusters Score -520629.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -520868.656250 Penalty: 2787.208984
	Iteration 6F: 3 clusters Score -520868.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -521090.906250 Penalty: 2787.208984
	Iteration 7F: 3 clusters Score -521090.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -521331.062500 Penalty: 2787.208984
	Iteration 8F: 3 clusters Score -521331.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -521551.906250 Penalty: 2787.208984
	Iteration 9Q: 3 clusters Score -521551.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -521769.843750 Penalty: 2787.208984
	Iteration 10Q: 3 clusters Score -521769.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -521927.000000 Penalty: 2787.208984
	Iteration 11Q: 3 clusters Score -521927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -522020.187500 Penalty: 2787.208984
	Iteration 12Q: 3 clusters Score -522020.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -522078.593750 Penalty: 2787.208984
	Iteration 13Q: 3 clusters Score -522078.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -522125.093750 Penalty: 2787.208984
	Iteration 14Q: 3 clusters Score -522125.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -522157.187500 Penalty: 2787.208984
	Iteration 15Q: 3 clusters Score -522157.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -522180.718750 Penalty: 2787.208984
	Iteration 16Q: 3 clusters Score -522180.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -522200.531250 Penalty: 2787.208984
	Iteration 17Q: 3 clusters Score -522200.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -522212.593750 Penalty: 2787.208984
	Iteration 18Q: 3 clusters Score -522212.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -522219.593750 Penalty: 2787.208984
	Iteration 19Q: 3 clusters Score -522219.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -522225.437500 Penalty: 2787.208984
	Iteration 20F: 3 clusters Score -522225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -522229.281250 Penalty: 2787.208984
	Iteration 21Q: 3 clusters Score -522229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -522231.125000 Penalty: 2787.208984
	Iteration 22Q: 3 clusters Score -522231.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -522232.812500 Penalty: 2787.208984
	Iteration 23Q: 3 clusters Score -522232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -522233.812500 Penalty: 2787.208984
	Iteration 24Q: 3 clusters Score -522233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -522235.281250 Penalty: 2787.208984
	Iteration 25Q: 3 clusters Score -522235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -522238.875000 Penalty: 2787.208984
	Iteration 26Q: 3 clusters Score -522238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -522240.593750 Penalty: 2787.208984
	Iteration 27Q: 3 clusters Score -522240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -522249.687500 Penalty: 2787.208984
	Iteration 28Q: 3 clusters Score -522249.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -522262.937500 Penalty: 2787.208984
	Iteration 29Q: 3 clusters Score -522262.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -522279.500000 Penalty: 2787.208984
	Iteration 30Q: 3 clusters Score -522279.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -522304.187500 Penalty: 2787.208984
	Iteration 31Q: 3 clusters Score -522304.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -522340.500000 Penalty: 2787.208984
	Iteration 32Q: 3 clusters Score -522340.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -522393.000000 Penalty: 2787.208984
	Iteration 33Q: 3 clusters Score -522393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -522467.937500 Penalty: 2787.208984
	Iteration 34Q: 3 clusters Score -522467.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -522514.312500 Penalty: 2787.208984
	Iteration 35Q: 3 clusters Score -522514.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -522526.343750 Penalty: 2787.208984
	Iteration 36Q: 3 clusters Score -522526.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -522529.500000 Penalty: 2787.208984
	Iteration 37Q: 3 clusters Score -522529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -522531.531250 Penalty: 2787.208984
	Iteration 38Q: 3 clusters Score -522531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -522532.468750 Penalty: 2787.208984
	Iteration 39Q: 3 clusters Score -522532.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -522534.718750 Penalty: 2787.208984
	Iteration 40F: 3 clusters Score -522534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -522535.312500 Penalty: 2787.208984
	Iteration 41Q: 3 clusters Score -522535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -522535.781250 Penalty: 2787.208984
	Iteration 42Q: 3 clusters Score -522535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -522535.687500 Penalty: 2787.208984
	Iteration 43Q: 3 clusters Score -522535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -522536.500000 Penalty: 2787.208984
	Iteration 44Q: 3 clusters Score -522536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -522536.031250 Penalty: 2787.208984
	Iteration 45Q: 3 clusters Score -522536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -522536.031250 Penalty: 2787.208984
	Iteration 46F: 3 clusters Score -522536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Entering Unmasked Estep 
Score: -946766.375000 Penalty: 1480.189941
	Iteration 0F: 2 clusters Score -946766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -940187.812500 Penalty: 2960.379883
	Iteration 0F: 3 clusters Score -940187.8 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -942310.500000 Penalty: 2960.379883
	Iteration 1F: 3 clusters Score -942310.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -942597.312500 Penalty: 2960.379883
	Iteration 2F: 3 clusters Score -942597.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -942819.312500 Penalty: 2960.379883
	Iteration 3F: 3 clusters Score -942819.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -943017.750000 Penalty: 2960.379883
	Iteration 4Q: 3 clusters Score -943017.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -943253.500000 Penalty: 2960.379883
	Iteration 5Q: 3 clusters Score -943253.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -943514.312500 Penalty: 2960.379883
	Iteration 6Q: 3 clusters Score -943514.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -943790.437500 Penalty: 2960.379883
	Iteration 7Q: 3 clusters Score -943790.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -944113.750000 Penalty: 2960.379883
	Iteration 8Q: 3 clusters Score -944113.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -944452.500000 Penalty: 2960.379883
	Iteration 9F: 3 clusters Score -944452.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -944727.812500 Penalty: 2960.379883
	Iteration 10Q: 3 clusters Score -944727.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -944928.562500 Penalty: 2960.379883
	Iteration 11Q: 3 clusters Score -944928.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -945051.625000 Penalty: 2960.379883
	Iteration 12Q: 3 clusters Score -945051.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -945126.375000 Penalty: 2960.379883
	Iteration 13Q: 3 clusters Score -945126.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -945185.500000 Penalty: 2960.379883
	Iteration 14Q: 3 clusters Score -945185.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -945244.875000 Penalty: 2960.379883
	Iteration 15Q: 3 clusters Score -945244.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -945297.250000 Penalty: 2960.379883
	Iteration 16Q: 3 clusters Score -945297.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -945347.562500 Penalty: 2960.379883
	Iteration 17Q: 3 clusters Score -945347.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -945383.812500 Penalty: 2960.379883
	Iteration 18Q: 3 clusters Score -945383.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -945412.750000 Penalty: 2960.379883
	Iteration 19Q: 3 clusters Score -945412.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -945430.750000 Penalty: 2960.379883
	Iteration 20F: 3 clusters Score -945430.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -945447.625000 Penalty: 2960.379883
	Iteration 21Q: 3 clusters Score -945447.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -945459.875000 Penalty: 2960.379883
	Iteration 22Q: 3 clusters Score -945459.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -945474.625000 Penalty: 2960.379883
	Iteration 23Q: 3 clusters Score -945474.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -945481.250000 Penalty: 2960.379883
	Iteration 24Q: 3 clusters Score -945481.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -945489.312500 Penalty: 2960.379883
	Iteration 25Q: 3 clusters Score -945489.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -945492.312500 Penalty: 2960.379883
	Iteration 26Q: 3 clusters Score -945492.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -945497.062500 Penalty: 2960.379883
	Iteration 27Q: 3 clusters Score -945497.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -945499.437500 Penalty: 2960.379883
	Iteration 28Q: 3 clusters Score -945499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -945502.562500 Penalty: 2960.379883
	Iteration 29Q: 3 clusters Score -945502.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -945505.562500 Penalty: 2960.379883
	Iteration 30Q: 3 clusters Score -945505.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -945506.312500 Penalty: 2960.379883
	Iteration 31Q: 3 clusters Score -945506.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -945509.312500 Penalty: 2960.379883
	Iteration 32Q: 3 clusters Score -945509.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -945512.187500 Penalty: 2960.379883
	Iteration 33Q: 3 clusters Score -945512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -945512.625000 Penalty: 2960.379883
	Iteration 34Q: 3 clusters Score -945512.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -945514.187500 Penalty: 2960.379883
	Iteration 35Q: 3 clusters Score -945514.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -945519.125000 Penalty: 2960.379883
	Iteration 36Q: 3 clusters Score -945519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -945521.937500 Penalty: 2960.379883
	Iteration 37Q: 3 clusters Score -945521.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -945527.812500 Penalty: 2960.379883
	Iteration 38Q: 3 clusters Score -945527.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -945533.937500 Penalty: 2960.379883
	Iteration 39Q: 3 clusters Score -945533.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -945540.000000 Penalty: 2960.379883
	Iteration 40F: 3 clusters Score -945540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -945546.437500 Penalty: 2960.379883
	Iteration 41Q: 3 clusters Score -945546.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -945549.750000 Penalty: 2960.379883
	Iteration 42Q: 3 clusters Score -945549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -945551.750000 Penalty: 2960.379883
	Iteration 43Q: 3 clusters Score -945551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -945556.375000 Penalty: 2960.379883
	Iteration 44Q: 3 clusters Score -945556.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -945558.312500 Penalty: 2960.379883
	Iteration 45Q: 3 clusters Score -945558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -945559.750000 Penalty: 2960.379883
	Iteration 46Q: 3 clusters Score -945559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -945561.625000 Penalty: 2960.379883
	Iteration 47Q: 3 clusters Score -945561.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -945565.875000 Penalty: 2960.379883
	Iteration 48Q: 3 clusters Score -945565.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -945574.562500 Penalty: 2960.379883
	Iteration 49Q: 3 clusters Score -945574.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -945580.375000 Penalty: 2960.379883
	Iteration 50Q: 3 clusters Score -945580.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -945590.937500 Penalty: 2960.379883
	Iteration 51Q: 3 clusters Score -945590.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -945613.687500 Penalty: 2960.379883
	Iteration 52Q: 3 clusters Score -945613.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -945664.437500 Penalty: 2960.379883
	Iteration 53Q: 3 clusters Score -945664.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -945737.625000 Penalty: 2960.379883
	Iteration 54Q: 3 clusters Score -945737.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -945838.062500 Penalty: 2960.379883
	Iteration 55Q: 3 clusters Score -945838.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -945934.187500 Penalty: 2960.379883
	Iteration 56Q: 3 clusters Score -945934.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -945981.312500 Penalty: 2960.379883
	Iteration 57Q: 3 clusters Score -945981.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -946006.375000 Penalty: 2960.379883
	Iteration 58Q: 3 clusters Score -946006.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -946020.125000 Penalty: 2960.379883
	Iteration 59Q: 3 clusters Score -946020.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -946029.000000 Penalty: 2960.379883
	Iteration 60F: 3 clusters Score -946029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -946032.125000 Penalty: 2960.379883
	Iteration 61Q: 3 clusters Score -946032.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -946036.375000 Penalty: 2960.379883
	Iteration 62Q: 3 clusters Score -946036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -946037.812500 Penalty: 2960.379883
	Iteration 63Q: 3 clusters Score -946037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -946039.875000 Penalty: 2960.379883
	Iteration 64Q: 3 clusters Score -946039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -946042.625000 Penalty: 2960.379883
	Iteration 65Q: 3 clusters Score -946042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -946045.312500 Penalty: 2960.379883
	Iteration 66Q: 3 clusters Score -946045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -946043.812500 Penalty: 2960.379883
	Iteration 67Q: 3 clusters Score -946043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -946045.000000 Penalty: 2960.379883
	Iteration 68Q: 3 clusters Score -946045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -946043.312500 Penalty: 2960.379883
	Iteration 69Q: 3 clusters Score -946043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -946043.812500 Penalty: 2960.379883
	Iteration 70Q: 3 clusters Score -946043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -946045.937500 Penalty: 2960.379883
	Iteration 71Q: 3 clusters Score -946045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -946044.000000 Penalty: 2960.379883
	Iteration 72Q: 3 clusters Score -946044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -946045.500000 Penalty: 2960.379883
	Iteration 73Q: 3 clusters Score -946045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -946044.437500 Penalty: 2960.379883
	Iteration 74Q: 3 clusters Score -946044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -946045.625000 Penalty: 2960.379883
	Iteration 75Q: 3 clusters Score -946045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -946045.187500 Penalty: 2960.379883
	Iteration 76Q: 3 clusters Score -946045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -946045.187500 Penalty: 2960.379883
	Iteration 77F: 3 clusters Score -946045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Entering Unmasked Estep 
Score: -3177785.750000 Penalty: 1681.931885
	Iteration 0F: 2 clusters Score -3177786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3156803.000000 Penalty: 3363.863770
	Iteration 0F: 3 clusters Score -3156803 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3165428.250000 Penalty: 3363.863770
	Iteration 1F: 3 clusters Score -3165428 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3166159.750000 Penalty: 3363.863770
	Iteration 2F: 3 clusters Score -3166160 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3166877.750000 Penalty: 3363.863770
	Iteration 3F: 3 clusters Score -3166878 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3167751.250000 Penalty: 3363.863770
	Iteration 4F: 3 clusters Score -3167751 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3168841.250000 Penalty: 3363.863770
	Iteration 5F: 3 clusters Score -3168841 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3169998.250000 Penalty: 3363.863770
	Iteration 6F: 3 clusters Score -3169998 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3170898.500000 Penalty: 3363.863770
	Iteration 7Q: 3 clusters Score -3170898 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3171598.750000 Penalty: 3363.863770
	Iteration 8Q: 3 clusters Score -3171599 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3172041.500000 Penalty: 3363.863770
	Iteration 9Q: 3 clusters Score -3172042 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3172329.500000 Penalty: 3363.863770
	Iteration 10Q: 3 clusters Score -3172330 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3172563.250000 Penalty: 3363.863770
	Iteration 11Q: 3 clusters Score -3172563 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3172771.000000 Penalty: 3363.863770
	Iteration 12Q: 3 clusters Score -3172771 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3172967.750000 Penalty: 3363.863770
	Iteration 13Q: 3 clusters Score -3172968 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3173172.750000 Penalty: 3363.863770
	Iteration 14Q: 3 clusters Score -3173173 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3173366.250000 Penalty: 3363.863770
	Iteration 15Q: 3 clusters Score -3173366 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3173592.250000 Penalty: 3363.863770
	Iteration 16Q: 3 clusters Score -3173592 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3173840.250000 Penalty: 3363.863770
	Iteration 17Q: 3 clusters Score -3173840 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3174151.750000 Penalty: 3363.863770
	Iteration 18Q: 3 clusters Score -3174152 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3174461.750000 Penalty: 3363.863770
	Iteration 19Q: 3 clusters Score -3174462 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3174796.750000 Penalty: 3363.863770
	Iteration 20F: 3 clusters Score -3174797 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3175111.750000 Penalty: 3363.863770
	Iteration 21Q: 3 clusters Score -3175112 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3175444.000000 Penalty: 3363.863770
	Iteration 22Q: 3 clusters Score -3175444 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3175734.250000 Penalty: 3363.863770
	Iteration 23Q: 3 clusters Score -3175734 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3175954.000000 Penalty: 3363.863770
	Iteration 24Q: 3 clusters Score -3175954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3176152.500000 Penalty: 3363.863770
	Iteration 25Q: 3 clusters Score -3176152 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3176315.000000 Penalty: 3363.863770
	Iteration 26Q: 3 clusters Score -3176315 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3176454.000000 Penalty: 3363.863770
	Iteration 27Q: 3 clusters Score -3176454 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3176547.250000 Penalty: 3363.863770
	Iteration 28Q: 3 clusters Score -3176547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3176622.250000 Penalty: 3363.863770
	Iteration 29Q: 3 clusters Score -3176622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3176680.250000 Penalty: 3363.863770
	Iteration 30Q: 3 clusters Score -3176680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3176717.500000 Penalty: 3363.863770
	Iteration 31Q: 3 clusters Score -3176718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3176740.500000 Penalty: 3363.863770
	Iteration 32Q: 3 clusters Score -3176740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3176754.500000 Penalty: 3363.863770
	Iteration 33Q: 3 clusters Score -3176754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3176778.250000 Penalty: 3363.863770
	Iteration 34Q: 3 clusters Score -3176778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3176800.750000 Penalty: 3363.863770
	Iteration 35Q: 3 clusters Score -3176801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3176818.250000 Penalty: 3363.863770
	Iteration 36Q: 3 clusters Score -3176818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3176833.750000 Penalty: 3363.863770
	Iteration 37Q: 3 clusters Score -3176834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3176866.750000 Penalty: 3363.863770
	Iteration 38Q: 3 clusters Score -3176867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3176881.000000 Penalty: 3363.863770
	Iteration 39Q: 3 clusters Score -3176881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3176889.000000 Penalty: 3363.863770
	Iteration 40F: 3 clusters Score -3176889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3176904.750000 Penalty: 3363.863770
	Iteration 41Q: 3 clusters Score -3176905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3176915.250000 Penalty: 3363.863770
	Iteration 42Q: 3 clusters Score -3176915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3176918.500000 Penalty: 3363.863770
	Iteration 43Q: 3 clusters Score -3176918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3176933.500000 Penalty: 3363.863770
	Iteration 44Q: 3 clusters Score -3176934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3176943.500000 Penalty: 3363.863770
	Iteration 45Q: 3 clusters Score -3176944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3176950.750000 Penalty: 3363.863770
	Iteration 46Q: 3 clusters Score -3176951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3176953.000000 Penalty: 3363.863770
	Iteration 47Q: 3 clusters Score -3176953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3176954.750000 Penalty: 3363.863770
	Iteration 48Q: 3 clusters Score -3176955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3176957.500000 Penalty: 3363.863770
	Iteration 49Q: 3 clusters Score -3176958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3176956.250000 Penalty: 3363.863770
	Iteration 50Q: 3 clusters Score -3176956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3176955.000000 Penalty: 3363.863770
	Iteration 51Q: 3 clusters Score -3176955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3176957.000000 Penalty: 3363.863770
	Iteration 52Q: 3 clusters Score -3176957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3176958.500000 Penalty: 3363.863770
	Iteration 53Q: 3 clusters Score -3176958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -3176962.250000 Penalty: 3363.863770
	Iteration 54Q: 3 clusters Score -3176962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3176962.500000 Penalty: 3363.863770
	Iteration 55Q: 3 clusters Score -3176962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3176963.000000 Penalty: 3363.863770
	Iteration 56Q: 3 clusters Score -3176963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3176967.000000 Penalty: 3363.863770
	Iteration 57Q: 3 clusters Score -3176967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3176965.750000 Penalty: 3363.863770
	Iteration 58Q: 3 clusters Score -3176966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3176967.000000 Penalty: 3363.863770
	Iteration 59Q: 3 clusters Score -3176967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3176966.250000 Penalty: 3363.863770
	Iteration 60F: 3 clusters Score -3176966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Entering Unmasked Estep 
Score: -3982626.000000 Penalty: 1715.027344
	Iteration 0F: 2 clusters Score -3982626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3956862.250000 Penalty: 3430.054688
	Iteration 0F: 3 clusters Score -3956862 nChanged 17887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3967153.250000 Penalty: 3430.054688
	Iteration 1F: 3 clusters Score -3967153 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3967919.500000 Penalty: 3430.054688
	Iteration 2F: 3 clusters Score -3967920 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3969071.500000 Penalty: 3430.054688
	Iteration 3F: 3 clusters Score -3969072 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3970812.750000 Penalty: 3430.054688
	Iteration 4F: 3 clusters Score -3970813 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3973125.250000 Penalty: 3430.054688
	Iteration 5F: 3 clusters Score -3973125 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3975583.750000 Penalty: 3430.054688
	Iteration 6F: 3 clusters Score -3975584 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3977565.000000 Penalty: 3430.054688
	Iteration 7F: 3 clusters Score -3977565 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3978930.750000 Penalty: 3430.054688
	Iteration 8Q: 3 clusters Score -3978931 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3979853.750000 Penalty: 3430.054688
	Iteration 9Q: 3 clusters Score -3979854 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3980407.000000 Penalty: 3430.054688
	Iteration 10Q: 3 clusters Score -3980407 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3980721.000000 Penalty: 3430.054688
	Iteration 11Q: 3 clusters Score -3980721 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3980930.750000 Penalty: 3430.054688
	Iteration 12Q: 3 clusters Score -3980931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3981046.500000 Penalty: 3430.054688
	Iteration 13Q: 3 clusters Score -3981046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3981116.000000 Penalty: 3430.054688
	Iteration 14Q: 3 clusters Score -3981116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3981157.000000 Penalty: 3430.054688
	Iteration 15Q: 3 clusters Score -3981157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3981177.750000 Penalty: 3430.054688
	Iteration 16Q: 3 clusters Score -3981178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3981194.000000 Penalty: 3430.054688
	Iteration 17Q: 3 clusters Score -3981194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3981204.250000 Penalty: 3430.054688
	Iteration 18Q: 3 clusters Score -3981204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3981210.750000 Penalty: 3430.054688
	Iteration 19Q: 3 clusters Score -3981211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3981214.750000 Penalty: 3430.054688
	Iteration 20F: 3 clusters Score -3981215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3981222.500000 Penalty: 3430.054688
	Iteration 21Q: 3 clusters Score -3981222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3981228.500000 Penalty: 3430.054688
	Iteration 22Q: 3 clusters Score -3981228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3981237.500000 Penalty: 3430.054688
	Iteration 23Q: 3 clusters Score -3981238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3981240.750000 Penalty: 3430.054688
	Iteration 24Q: 3 clusters Score -3981241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3981240.500000 Penalty: 3430.054688
	Iteration 25Q: 3 clusters Score -3981240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3981239.250000 Penalty: 3430.054688
	Iteration 26Q: 3 clusters Score -3981239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3981244.250000 Penalty: 3430.054688
	Iteration 27Q: 3 clusters Score -3981244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3981244.750000 Penalty: 3430.054688
	Iteration 28Q: 3 clusters Score -3981245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3981247.500000 Penalty: 3430.054688
	Iteration 29Q: 3 clusters Score -3981248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3981257.000000 Penalty: 3430.054688
	Iteration 30Q: 3 clusters Score -3981257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3981260.250000 Penalty: 3430.054688
	Iteration 31Q: 3 clusters Score -3981260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3981260.250000 Penalty: 3430.054688
	Iteration 32F: 3 clusters Score -3981260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Entering Unmasked Estep 
Score: -13144682.000000 Penalty: 1908.393066
	Iteration 0F: 2 clusters Score -1.314468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -13060400.000000 Penalty: 3816.786133
	Iteration 0F: 3 clusters Score -1.30604e+07 nChanged 60432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -13095832.000000 Penalty: 3816.786133
	Iteration 1F: 3 clusters Score -1.309583e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -13097117.000000 Penalty: 3816.786133
	Iteration 2Q: 3 clusters Score -1.309712e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -13098669.000000 Penalty: 3816.786133
	Iteration 3Q: 3 clusters Score -1.309867e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -13100882.000000 Penalty: 3816.786133
	Iteration 4Q: 3 clusters Score -1.310088e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -13104091.000000 Penalty: 3816.786133
	Iteration 5F: 3 clusters Score -1.310409e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -13108144.000000 Penalty: 3816.786133
	Iteration 6F: 3 clusters Score -1.310814e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -13112816.000000 Penalty: 3816.786133
	Iteration 7F: 3 clusters Score -1.311282e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -13118041.000000 Penalty: 3816.786133
	Iteration 8F: 3 clusters Score -1.311804e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -13123690.000000 Penalty: 3816.786133
	Iteration 9F: 3 clusters Score -1.312369e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -13129339.000000 Penalty: 3816.786133
	Iteration 10F: 3 clusters Score -1.312934e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -13134467.000000 Penalty: 3816.786133
	Iteration 11Q: 3 clusters Score -1.313447e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -13138221.000000 Penalty: 3816.786133
	Iteration 12Q: 3 clusters Score -1.313822e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -13140658.000000 Penalty: 3816.786133
	Iteration 13Q: 3 clusters Score -1.314066e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -13141787.000000 Penalty: 3816.786133
	Iteration 14Q: 3 clusters Score -1.314179e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -13142369.000000 Penalty: 3816.786133
	Iteration 15Q: 3 clusters Score -1.314237e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -13142682.000000 Penalty: 3816.786133
	Iteration 16Q: 3 clusters Score -1.314268e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -13142809.000000 Penalty: 3816.786133
	Iteration 17Q: 3 clusters Score -1.314281e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -13142912.000000 Penalty: 3816.786133
	Iteration 18Q: 3 clusters Score -1.314291e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 125450 members 
Entering Unmasked Estep 
Score: -13142978.000000 Penalty: 3816.786133
	Iteration 19Q: 3 clusters Score -1.314298e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 125480 members 
Entering Unmasked Estep 
Score: -13143007.000000 Penalty: 3816.786133
	Iteration 20F: 3 clusters Score -1.314301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -13143055.000000 Penalty: 3816.786133
	Iteration 21Q: 3 clusters Score -1.314306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -13143044.000000 Penalty: 3816.786133
	Iteration 22Q: 3 clusters Score -1.314304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 125508 members 
Entering Unmasked Estep 
Score: -13143081.000000 Penalty: 3816.786133
	Iteration 23Q: 3 clusters Score -1.314308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -13143095.000000 Penalty: 3816.786133
	Iteration 24Q: 3 clusters Score -1.31431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -13143099.000000 Penalty: 3816.786133
	Iteration 25Q: 3 clusters Score -1.31431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -13143107.000000 Penalty: 3816.786133
	Iteration 26Q: 3 clusters Score -1.314311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -13143111.000000 Penalty: 3816.786133
	Iteration 27Q: 3 clusters Score -1.314311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 125516 members 
Entering Unmasked Estep 
Score: -13143107.000000 Penalty: 3816.786133
	Iteration 28Q: 3 clusters Score -1.314311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 125517 members 
Entering Unmasked Estep 
Score: -13143122.000000 Penalty: 3816.786133
	Iteration 29Q: 3 clusters Score -1.314312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -13143126.000000 Penalty: 3816.786133
	Iteration 30Q: 3 clusters Score -1.314313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 125522 members 
Entering Unmasked Estep 
Score: -13143120.000000 Penalty: 3816.786133
	Iteration 31Q: 3 clusters Score -1.314312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -13143119.000000 Penalty: 3816.786133
	Iteration 32Q: 3 clusters Score -1.314312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -13143128.000000 Penalty: 3816.786133
	Iteration 33Q: 3 clusters Score -1.314313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
Score: -13143121.000000 Penalty: 3816.786133
	Iteration 34Q: 3 clusters Score -1.314312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -13143123.000000 Penalty: 3816.786133
	Iteration 35Q: 3 clusters Score -1.314312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
Score: -13143129.000000 Penalty: 3816.786133
	Iteration 36Q: 3 clusters Score -1.314313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -13143135.000000 Penalty: 3816.786133
	Iteration 37Q: 3 clusters Score -1.314314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -13143143.000000 Penalty: 3816.786133
	Iteration 38Q: 3 clusters Score -1.314314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -13143143.000000 Penalty: 3816.786133
	Iteration 39F: 3 clusters Score -1.314314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Entering Unmasked Estep 
Score: -7050565.000000 Penalty: 1804.797363
	Iteration 0F: 2 clusters Score -7050565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -7006130.000000 Penalty: 3609.594727
	Iteration 0F: 3 clusters Score -7006130 nChanged 31335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -7024225.000000 Penalty: 3609.594727
	Iteration 1F: 3 clusters Score -7024225 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -7024857.500000 Penalty: 3609.594727
	Iteration 2Q: 3 clusters Score -7024858 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -7025612.500000 Penalty: 3609.594727
	Iteration 3Q: 3 clusters Score -7025612 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -7026456.500000 Penalty: 3609.594727
	Iteration 4Q: 3 clusters Score -7026456 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7027342.500000 Penalty: 3609.594727
	Iteration 5Q: 3 clusters Score -7027342 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -7028376.000000 Penalty: 3609.594727
	Iteration 6Q: 3 clusters Score -7028376 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -7029493.500000 Penalty: 3609.594727
	Iteration 7Q: 3 clusters Score -7029494 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -7030680.000000 Penalty: 3609.594727
	Iteration 8Q: 3 clusters Score -7030680 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -7031761.500000 Penalty: 3609.594727
	Iteration 9Q: 3 clusters Score -7031762 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -7032822.500000 Penalty: 3609.594727
	Iteration 10Q: 3 clusters Score -7032822 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -7033810.500000 Penalty: 3609.594727
	Iteration 11Q: 3 clusters Score -7033810 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -7034741.000000 Penalty: 3609.594727
	Iteration 12Q: 3 clusters Score -7034741 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7035611.500000 Penalty: 3609.594727
	Iteration 13Q: 3 clusters Score -7035612 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7036549.000000 Penalty: 3609.594727
	Iteration 14Q: 3 clusters Score -7036549 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -7037550.000000 Penalty: 3609.594727
	Iteration 15Q: 3 clusters Score -7037550 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -7038617.000000 Penalty: 3609.594727
	Iteration 16Q: 3 clusters Score -7038617 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -7039753.000000 Penalty: 3609.594727
	Iteration 17Q: 3 clusters Score -7039753 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -7040857.500000 Penalty: 3609.594727
	Iteration 18Q: 3 clusters Score -7040858 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -7041981.500000 Penalty: 3609.594727
	Iteration 19Q: 3 clusters Score -7041982 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -7042984.500000 Penalty: 3609.594727
	Iteration 20F: 3 clusters Score -7042984 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7043943.500000 Penalty: 3609.594727
	Iteration 21Q: 3 clusters Score -7043944 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7044662.000000 Penalty: 3609.594727
	Iteration 22Q: 3 clusters Score -7044662 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7045295.500000 Penalty: 3609.594727
	Iteration 23Q: 3 clusters Score -7045296 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -7045860.000000 Penalty: 3609.594727
	Iteration 24Q: 3 clusters Score -7045860 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7046374.000000 Penalty: 3609.594727
	Iteration 25Q: 3 clusters Score -7046374 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7046867.500000 Penalty: 3609.594727
	Iteration 26Q: 3 clusters Score -7046868 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -7047290.500000 Penalty: 3609.594727
	Iteration 27Q: 3 clusters Score -7047290 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -7047629.000000 Penalty: 3609.594727
	Iteration 28Q: 3 clusters Score -7047629 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -7047931.500000 Penalty: 3609.594727
	Iteration 29Q: 3 clusters Score -7047932 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -7048190.000000 Penalty: 3609.594727
	Iteration 30Q: 3 clusters Score -7048190 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -7048390.500000 Penalty: 3609.594727
	Iteration 31Q: 3 clusters Score -7048390 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7048550.500000 Penalty: 3609.594727
	Iteration 32Q: 3 clusters Score -7048550 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -7048677.500000 Penalty: 3609.594727
	Iteration 33Q: 3 clusters Score -7048678 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -7048738.500000 Penalty: 3609.594727
	Iteration 34Q: 3 clusters Score -7048738 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -7048793.000000 Penalty: 3609.594727
	Iteration 35Q: 3 clusters Score -7048793 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -7048839.000000 Penalty: 3609.594727
	Iteration 36Q: 3 clusters Score -7048839 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -7048886.000000 Penalty: 3609.594727
	Iteration 37Q: 3 clusters Score -7048886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -7048928.000000 Penalty: 3609.594727
	Iteration 38Q: 3 clusters Score -7048928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -7048969.500000 Penalty: 3609.594727
	Iteration 39Q: 3 clusters Score -7048970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -7048995.000000 Penalty: 3609.594727
	Iteration 40F: 3 clusters Score -7048995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -7049005.500000 Penalty: 3609.594727
	Iteration 41Q: 3 clusters Score -7049006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -7049017.500000 Penalty: 3609.594727
	Iteration 42Q: 3 clusters Score -7049018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -7049030.000000 Penalty: 3609.594727
	Iteration 43Q: 3 clusters Score -7049030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7049041.500000 Penalty: 3609.594727
	Iteration 44Q: 3 clusters Score -7049042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -7049065.500000 Penalty: 3609.594727
	Iteration 45Q: 3 clusters Score -7049066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -7049070.000000 Penalty: 3609.594727
	Iteration 46Q: 3 clusters Score -7049070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -7049092.500000 Penalty: 3609.594727
	Iteration 47Q: 3 clusters Score -7049092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -7049108.500000 Penalty: 3609.594727
	Iteration 48Q: 3 clusters Score -7049108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -7049114.500000 Penalty: 3609.594727
	Iteration 49Q: 3 clusters Score -7049114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -7049120.500000 Penalty: 3609.594727
	Iteration 50Q: 3 clusters Score -7049120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -7049125.500000 Penalty: 3609.594727
	Iteration 51Q: 3 clusters Score -7049126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -7049131.000000 Penalty: 3609.594727
	Iteration 52Q: 3 clusters Score -7049131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -7049146.500000 Penalty: 3609.594727
	Iteration 53Q: 3 clusters Score -7049146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -7049158.500000 Penalty: 3609.594727
	Iteration 54Q: 3 clusters Score -7049158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -7049162.000000 Penalty: 3609.594727
	Iteration 55Q: 3 clusters Score -7049162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -7049173.000000 Penalty: 3609.594727
	Iteration 56Q: 3 clusters Score -7049173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -7049174.500000 Penalty: 3609.594727
	Iteration 57Q: 3 clusters Score -7049174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -7049176.000000 Penalty: 3609.594727
	Iteration 58Q: 3 clusters Score -7049176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -7049171.500000 Penalty: 3609.594727
	Iteration 59Q: 3 clusters Score -7049172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -7049174.500000 Penalty: 3609.594727
	Iteration 60F: 3 clusters Score -7049174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169049 members 
Entering Unmasked Estep 
Score: -17749412.000000 Penalty: 1956.165894
	Iteration 0F: 2 clusters Score -1.774941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -17651828.000000 Penalty: 3912.331787
	Iteration 0F: 3 clusters Score -1.765183e+07 nChanged 81741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -17700100.000000 Penalty: 3912.331787
	Iteration 1F: 3 clusters Score -1.77001e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -17701382.000000 Penalty: 3912.331787
	Iteration 2Q: 3 clusters Score -1.770138e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -17702996.000000 Penalty: 3912.331787
	Iteration 3Q: 3 clusters Score -1.7703e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -17705854.000000 Penalty: 3912.331787
	Iteration 4Q: 3 clusters Score -1.770585e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 111547 members 
Entering Unmasked Estep 
Score: -17710868.000000 Penalty: 3912.331787
	Iteration 5F: 3 clusters Score -1.771087e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -17719344.000000 Penalty: 3912.331787
	Iteration 6F: 3 clusters Score -1.771934e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 137667 members 
Entering Unmasked Estep 
Score: -17730976.000000 Penalty: 3912.331787
	Iteration 7F: 3 clusters Score -1.773098e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -17740322.000000 Penalty: 3912.331787
	Iteration 8F: 3 clusters Score -1.774032e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -17744570.000000 Penalty: 3912.331787
	Iteration 9F: 3 clusters Score -1.774457e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 165287 members 
Entering Unmasked Estep 
Score: -17746430.000000 Penalty: 3912.331787
	Iteration 10Q: 3 clusters Score -1.774643e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -17747054.000000 Penalty: 3912.331787
	Iteration 11Q: 3 clusters Score -1.774705e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 168290 members 
Entering Unmasked Estep 
Score: -17747438.000000 Penalty: 3912.331787
	Iteration 12Q: 3 clusters Score -1.774744e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -17747552.000000 Penalty: 3912.331787
	Iteration 13Q: 3 clusters Score -1.774755e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 168650 members 
Entering Unmasked Estep 
Score: -17747636.000000 Penalty: 3912.331787
	Iteration 14Q: 3 clusters Score -1.774764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 168698 members 
Entering Unmasked Estep 
Score: -17747668.000000 Penalty: 3912.331787
	Iteration 15Q: 3 clusters Score -1.774767e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 168738 members 
Entering Unmasked Estep 
Score: -17747740.000000 Penalty: 3912.331787
	Iteration 16Q: 3 clusters Score -1.774774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -17747748.000000 Penalty: 3912.331787
	Iteration 17Q: 3 clusters Score -1.774775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 168755 members 
Entering Unmasked Estep 
Score: -17747754.000000 Penalty: 3912.331787
	Iteration 18Q: 3 clusters Score -1.774775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -17747768.000000 Penalty: 3912.331787
	Iteration 19Q: 3 clusters Score -1.774777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -17747766.000000 Penalty: 3912.331787
	Iteration 20F: 3 clusters Score -1.774777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 168760 members 
Entering Unmasked Estep 
Score: -17747780.000000 Penalty: 3912.331787
	Iteration 21Q: 3 clusters Score -1.774778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -17747774.000000 Penalty: 3912.331787
	Iteration 22Q: 3 clusters Score -1.774777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 168762 members 
Entering Unmasked Estep 
Score: -17747784.000000 Penalty: 3912.331787
	Iteration 23Q: 3 clusters Score -1.774778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 168764 members 
Entering Unmasked Estep 
Score: -17747776.000000 Penalty: 3912.331787
	Iteration 24Q: 3 clusters Score -1.774778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 168766 members 
Entering Unmasked Estep 
Score: -17747780.000000 Penalty: 3912.331787
	Iteration 25Q: 3 clusters Score -1.774778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 168768 members 
Entering Unmasked Estep 
Score: -17747786.000000 Penalty: 3912.331787
	Iteration 26Q: 3 clusters Score -1.774779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -17747790.000000 Penalty: 3912.331787
	Iteration 27Q: 3 clusters Score -1.774779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -17747790.000000 Penalty: 3912.331787
	Iteration 28F: 3 clusters Score -1.774779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -131160.656250 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -131160.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -129380.585938 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -129380.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -130028.789062 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -130028.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130397.570312 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -130397.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130623.914062 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -130623.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130798.562500 Penalty: 2393.683594
	Iteration 4F: 3 clusters Score -130798.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130888.000000 Penalty: 2393.683594
	Iteration 5F: 3 clusters Score -130888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -130920.007812 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -130920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -130940.531250 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -130940.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -130954.835938 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -130954.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130968.421875 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -130968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130975.414062 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -130975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -130981.289062 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -130981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130988.000000 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -130988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -130989.242188 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -130989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -130992.539062 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -130992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130994.460938 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -130994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130994.460938 Penalty: 2393.683594
	Iteration 16F: 3 clusters Score -130994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Entering Unmasked Estep 
Score: -10394382.000000 Penalty: 1869.712280
	Iteration 0F: 2 clusters Score -1.039438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -10328520.000000 Penalty: 3739.424561
	Iteration 0F: 3 clusters Score -1.032852e+07 nChanged 47418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -10355821.000000 Penalty: 3739.424561
	Iteration 1F: 3 clusters Score -1.035582e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -10356722.000000 Penalty: 3739.424561
	Iteration 2Q: 3 clusters Score -1.035672e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -10357760.000000 Penalty: 3739.424561
	Iteration 3Q: 3 clusters Score -1.035776e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -10358965.000000 Penalty: 3739.424561
	Iteration 4Q: 3 clusters Score -1.035896e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -10360348.000000 Penalty: 3739.424561
	Iteration 5Q: 3 clusters Score -1.036035e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -10361923.000000 Penalty: 3739.424561
	Iteration 6Q: 3 clusters Score -1.036192e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -10363516.000000 Penalty: 3739.424561
	Iteration 7Q: 3 clusters Score -1.036352e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -10365088.000000 Penalty: 3739.424561
	Iteration 8Q: 3 clusters Score -1.036509e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -10366513.000000 Penalty: 3739.424561
	Iteration 9Q: 3 clusters Score -1.036651e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -10367892.000000 Penalty: 3739.424561
	Iteration 10Q: 3 clusters Score -1.036789e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -10369262.000000 Penalty: 3739.424561
	Iteration 11Q: 3 clusters Score -1.036926e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -10370697.000000 Penalty: 3739.424561
	Iteration 12Q: 3 clusters Score -1.03707e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -10372277.000000 Penalty: 3739.424561
	Iteration 13Q: 3 clusters Score -1.037228e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -10373731.000000 Penalty: 3739.424561
	Iteration 14Q: 3 clusters Score -1.037373e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -10375496.000000 Penalty: 3739.424561
	Iteration 15Q: 3 clusters Score -1.03755e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -10377370.000000 Penalty: 3739.424561
	Iteration 16Q: 3 clusters Score -1.037737e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -10379696.000000 Penalty: 3739.424561
	Iteration 17Q: 3 clusters Score -1.03797e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -10382087.000000 Penalty: 3739.424561
	Iteration 18Q: 3 clusters Score -1.038209e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -10384590.000000 Penalty: 3739.424561
	Iteration 19Q: 3 clusters Score -1.038459e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -10386866.000000 Penalty: 3739.424561
	Iteration 20F: 3 clusters Score -1.038687e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -10388790.000000 Penalty: 3739.424561
	Iteration 21Q: 3 clusters Score -1.038879e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -10390152.000000 Penalty: 3739.424561
	Iteration 22Q: 3 clusters Score -1.039015e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -10391044.000000 Penalty: 3739.424561
	Iteration 23Q: 3 clusters Score -1.039104e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10391679.000000 Penalty: 3739.424561
	Iteration 24Q: 3 clusters Score -1.039168e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10392061.000000 Penalty: 3739.424561
	Iteration 25Q: 3 clusters Score -1.039206e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10392286.000000 Penalty: 3739.424561
	Iteration 26Q: 3 clusters Score -1.039229e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98156 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10392474.000000 Penalty: 3739.424561
	Iteration 27Q: 3 clusters Score -1.039247e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10392566.000000 Penalty: 3739.424561
	Iteration 28Q: 3 clusters Score -1.039257e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10392629.000000 Penalty: 3739.424561
	Iteration 29Q: 3 clusters Score -1.039263e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10392686.000000 Penalty: 3739.424561
	Iteration 30Q: 3 clusters Score -1.039269e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10392735.000000 Penalty: 3739.424561
	Iteration 31Q: 3 clusters Score -1.039274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10392752.000000 Penalty: 3739.424561
	Iteration 32Q: 3 clusters Score -1.039275e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10392791.000000 Penalty: 3739.424561
	Iteration 33Q: 3 clusters Score -1.039279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10392809.000000 Penalty: 3739.424561
	Iteration 34Q: 3 clusters Score -1.039281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10392813.000000 Penalty: 3739.424561
	Iteration 35Q: 3 clusters Score -1.039281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10392846.000000 Penalty: 3739.424561
	Iteration 36Q: 3 clusters Score -1.039285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10392851.000000 Penalty: 3739.424561
	Iteration 37Q: 3 clusters Score -1.039285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10392860.000000 Penalty: 3739.424561
	Iteration 38Q: 3 clusters Score -1.039286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10392868.000000 Penalty: 3739.424561
	Iteration 39Q: 3 clusters Score -1.039287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10392874.000000 Penalty: 3739.424561
	Iteration 40F: 3 clusters Score -1.039287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10392886.000000 Penalty: 3739.424561
	Iteration 41Q: 3 clusters Score -1.039289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10392890.000000 Penalty: 3739.424561
	Iteration 42Q: 3 clusters Score -1.039289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10392894.000000 Penalty: 3739.424561
	Iteration 43Q: 3 clusters Score -1.039289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10392898.000000 Penalty: 3739.424561
	Iteration 44Q: 3 clusters Score -1.03929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10392900.000000 Penalty: 3739.424561
	Iteration 45Q: 3 clusters Score -1.03929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10392898.000000 Penalty: 3739.424561
	Iteration 46Q: 3 clusters Score -1.03929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10392910.000000 Penalty: 3739.424561
	Iteration 47Q: 3 clusters Score -1.039291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10392900.000000 Penalty: 3739.424561
	Iteration 48Q: 3 clusters Score -1.03929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10392898.000000 Penalty: 3739.424561
	Iteration 49Q: 3 clusters Score -1.03929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10392895.000000 Penalty: 3739.424561
	Iteration 50Q: 3 clusters Score -1.03929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10392908.000000 Penalty: 3739.424561
	Iteration 51Q: 3 clusters Score -1.039291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10392901.000000 Penalty: 3739.424561
	Iteration 52Q: 3 clusters Score -1.03929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10392902.000000 Penalty: 3739.424561
	Iteration 53Q: 3 clusters Score -1.03929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10392906.000000 Penalty: 3739.424561
	Iteration 54Q: 3 clusters Score -1.039291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10392918.000000 Penalty: 3739.424561
	Iteration 55Q: 3 clusters Score -1.039292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10392913.000000 Penalty: 3739.424561
	Iteration 56Q: 3 clusters Score -1.039291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10392918.000000 Penalty: 3739.424561
	Iteration 57Q: 3 clusters Score -1.039292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10392915.000000 Penalty: 3739.424561
	Iteration 58Q: 3 clusters Score -1.039292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10392920.000000 Penalty: 3739.424561
	Iteration 59Q: 3 clusters Score -1.039292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10392926.000000 Penalty: 3739.424561
	Iteration 60F: 3 clusters Score -1.039293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10392925.000000 Penalty: 3739.424561
	Iteration 61Q: 3 clusters Score -1.039292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10392924.000000 Penalty: 3739.424561
	Iteration 62Q: 3 clusters Score -1.039292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10392924.000000 Penalty: 3739.424561
	Iteration 63F: 3 clusters Score -1.039292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Entering Unmasked Estep 
Score: -10709151.000000 Penalty: 1873.994995
	Iteration 0F: 2 clusters Score -1.070915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -10641460.000000 Penalty: 3747.989990
	Iteration 0F: 3 clusters Score -1.064146e+07 nChanged 48691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -10669904.000000 Penalty: 3747.989990
	Iteration 1F: 3 clusters Score -1.06699e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -10670940.000000 Penalty: 3747.989990
	Iteration 2Q: 3 clusters Score -1.067094e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -10672375.000000 Penalty: 3747.989990
	Iteration 3Q: 3 clusters Score -1.067238e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -10674605.000000 Penalty: 3747.989990
	Iteration 4Q: 3 clusters Score -1.06746e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -10678007.000000 Penalty: 3747.989990
	Iteration 5F: 3 clusters Score -1.067801e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -10682909.000000 Penalty: 3747.989990
	Iteration 6F: 3 clusters Score -1.068291e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -10689154.000000 Penalty: 3747.989990
	Iteration 7F: 3 clusters Score -1.068915e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -10695797.000000 Penalty: 3747.989990
	Iteration 8F: 3 clusters Score -1.06958e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -10701060.000000 Penalty: 3747.989990
	Iteration 9F: 3 clusters Score -1.070106e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -10704460.000000 Penalty: 3747.989990
	Iteration 10Q: 3 clusters Score -1.070446e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 99241 members 
Entering Unmasked Estep 
Score: -10706353.000000 Penalty: 3747.989990
	Iteration 11Q: 3 clusters Score -1.070635e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -10707213.000000 Penalty: 3747.989990
	Iteration 12Q: 3 clusters Score -1.070721e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -10707597.000000 Penalty: 3747.989990
	Iteration 13Q: 3 clusters Score -1.07076e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -10707799.000000 Penalty: 3747.989990
	Iteration 14Q: 3 clusters Score -1.07078e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -10707913.000000 Penalty: 3747.989990
	Iteration 15Q: 3 clusters Score -1.070791e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -10707978.000000 Penalty: 3747.989990
	Iteration 16Q: 3 clusters Score -1.070798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -10708013.000000 Penalty: 3747.989990
	Iteration 17Q: 3 clusters Score -1.070801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -10708034.000000 Penalty: 3747.989990
	Iteration 18Q: 3 clusters Score -1.070803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -10708058.000000 Penalty: 3747.989990
	Iteration 19Q: 3 clusters Score -1.070806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -10708066.000000 Penalty: 3747.989990
	Iteration 20F: 3 clusters Score -1.070807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -10708084.000000 Penalty: 3747.989990
	Iteration 21Q: 3 clusters Score -1.070808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -10708098.000000 Penalty: 3747.989990
	Iteration 22Q: 3 clusters Score -1.07081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -10708112.000000 Penalty: 3747.989990
	Iteration 23Q: 3 clusters Score -1.070811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -10708116.000000 Penalty: 3747.989990
	Iteration 24Q: 3 clusters Score -1.070812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -10708135.000000 Penalty: 3747.989990
	Iteration 25Q: 3 clusters Score -1.070814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -10708150.000000 Penalty: 3747.989990
	Iteration 26Q: 3 clusters Score -1.070815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -10708168.000000 Penalty: 3747.989990
	Iteration 27Q: 3 clusters Score -1.070817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -10708173.000000 Penalty: 3747.989990
	Iteration 28Q: 3 clusters Score -1.070817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -10708201.000000 Penalty: 3747.989990
	Iteration 29Q: 3 clusters Score -1.07082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -10708192.000000 Penalty: 3747.989990
	Iteration 30Q: 3 clusters Score -1.070819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -10708217.000000 Penalty: 3747.989990
	Iteration 31Q: 3 clusters Score -1.070822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -10708259.000000 Penalty: 3747.989990
	Iteration 32Q: 3 clusters Score -1.070826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -10708294.000000 Penalty: 3747.989990
	Iteration 33Q: 3 clusters Score -1.070829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -10708296.000000 Penalty: 3747.989990
	Iteration 34Q: 3 clusters Score -1.07083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -10708319.000000 Penalty: 3747.989990
	Iteration 35Q: 3 clusters Score -1.070832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -10708329.000000 Penalty: 3747.989990
	Iteration 36Q: 3 clusters Score -1.070833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -10708343.000000 Penalty: 3747.989990
	Iteration 37Q: 3 clusters Score -1.070834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -10708342.000000 Penalty: 3747.989990
	Iteration 38Q: 3 clusters Score -1.070834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -10708346.000000 Penalty: 3747.989990
	Iteration 39Q: 3 clusters Score -1.070835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -10708346.000000 Penalty: 3747.989990
	Iteration 40F: 3 clusters Score -1.070835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -10708352.000000 Penalty: 3747.989990
	Iteration 41Q: 3 clusters Score -1.070835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -10708365.000000 Penalty: 3747.989990
	Iteration 42Q: 3 clusters Score -1.070836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -10708370.000000 Penalty: 3747.989990
	Iteration 43Q: 3 clusters Score -1.070837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -10708373.000000 Penalty: 3747.989990
	Iteration 44Q: 3 clusters Score -1.070837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -10708382.000000 Penalty: 3747.989990
	Iteration 45Q: 3 clusters Score -1.070838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -10708391.000000 Penalty: 3747.989990
	Iteration 46Q: 3 clusters Score -1.070839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -10708387.000000 Penalty: 3747.989990
	Iteration 47Q: 3 clusters Score -1.070839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -10708381.000000 Penalty: 3747.989990
	Iteration 48Q: 3 clusters Score -1.070838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -10708381.000000 Penalty: 3747.989990
	Iteration 49F: 3 clusters Score -1.070838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -175687.187500 Penalty: 1234.658447
	Iteration 0F: 2 clusters Score -175687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -173629.968750 Penalty: 2469.316895
	Iteration 0F: 3 clusters Score -173630 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -174156.390625 Penalty: 2469.316895
	Iteration 1F: 3 clusters Score -174156.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -174335.562500 Penalty: 2469.316895
	Iteration 2F: 3 clusters Score -174335.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174461.656250 Penalty: 2469.316895
	Iteration 3F: 3 clusters Score -174461.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -174526.375000 Penalty: 2469.316895
	Iteration 4Q: 3 clusters Score -174526.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -174569.484375 Penalty: 2469.316895
	Iteration 5Q: 3 clusters Score -174569.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174620.718750 Penalty: 2469.316895
	Iteration 6Q: 3 clusters Score -174620.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -174664.812500 Penalty: 2469.316895
	Iteration 7Q: 3 clusters Score -174664.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174713.859375 Penalty: 2469.316895
	Iteration 8Q: 3 clusters Score -174713.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174746.000000 Penalty: 2469.316895
	Iteration 9Q: 3 clusters Score -174746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -174755.968750 Penalty: 2469.316895
	Iteration 10Q: 3 clusters Score -174756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174764.796875 Penalty: 2469.316895
	Iteration 11Q: 3 clusters Score -174764.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174771.234375 Penalty: 2469.316895
	Iteration 12Q: 3 clusters Score -174771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -174775.750000 Penalty: 2469.316895
	Iteration 13Q: 3 clusters Score -174775.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -174787.109375 Penalty: 2469.316895
	Iteration 14Q: 3 clusters Score -174787.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -174806.078125 Penalty: 2469.316895
	Iteration 15Q: 3 clusters Score -174806.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -174828.546875 Penalty: 2469.316895
	Iteration 16Q: 3 clusters Score -174828.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -174841.093750 Penalty: 2469.316895
	Iteration 17Q: 3 clusters Score -174841.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -174848.125000 Penalty: 2469.316895
	Iteration 18Q: 3 clusters Score -174848.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -174862.203125 Penalty: 2469.316895
	Iteration 19Q: 3 clusters Score -174862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -174867.187500 Penalty: 2469.316895
	Iteration 20F: 3 clusters Score -174867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -174873.203125 Penalty: 2469.316895
	Iteration 21Q: 3 clusters Score -174873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -174877.437500 Penalty: 2469.316895
	Iteration 22Q: 3 clusters Score -174877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -174885.140625 Penalty: 2469.316895
	Iteration 23Q: 3 clusters Score -174885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174891.140625 Penalty: 2469.316895
	Iteration 24Q: 3 clusters Score -174891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -174894.750000 Penalty: 2469.316895
	Iteration 25Q: 3 clusters Score -174894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -174896.703125 Penalty: 2469.316895
	Iteration 26Q: 3 clusters Score -174896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174898.984375 Penalty: 2469.316895
	Iteration 27Q: 3 clusters Score -174899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -174902.796875 Penalty: 2469.316895
	Iteration 28Q: 3 clusters Score -174902.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174907.765625 Penalty: 2469.316895
	Iteration 29Q: 3 clusters Score -174907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -174915.921875 Penalty: 2469.316895
	Iteration 30Q: 3 clusters Score -174915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -174919.265625 Penalty: 2469.316895
	Iteration 31Q: 3 clusters Score -174919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -174920.156250 Penalty: 2469.316895
	Iteration 32Q: 3 clusters Score -174920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -174922.750000 Penalty: 2469.316895
	Iteration 33Q: 3 clusters Score -174922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -174928.046875 Penalty: 2469.316895
	Iteration 34Q: 3 clusters Score -174928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -174932.640625 Penalty: 2469.316895
	Iteration 35Q: 3 clusters Score -174932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -174935.984375 Penalty: 2469.316895
	Iteration 36Q: 3 clusters Score -174936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174937.656250 Penalty: 2469.316895
	Iteration 37Q: 3 clusters Score -174937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -174941.921875 Penalty: 2469.316895
	Iteration 38Q: 3 clusters Score -174941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -174945.343750 Penalty: 2469.316895
	Iteration 39Q: 3 clusters Score -174945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -174950.578125 Penalty: 2469.316895
	Iteration 40F: 3 clusters Score -174950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -174957.000000 Penalty: 2469.316895
	Iteration 41Q: 3 clusters Score -174957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -174961.375000 Penalty: 2469.316895
	Iteration 42Q: 3 clusters Score -174961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -174965.218750 Penalty: 2469.316895
	Iteration 43Q: 3 clusters Score -174965.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -174971.281250 Penalty: 2469.316895
	Iteration 44Q: 3 clusters Score -174971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -174976.453125 Penalty: 2469.316895
	Iteration 45Q: 3 clusters Score -174976.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -174979.843750 Penalty: 2469.316895
	Iteration 46Q: 3 clusters Score -174979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -174982.828125 Penalty: 2469.316895
	Iteration 47Q: 3 clusters Score -174982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -174984.343750 Penalty: 2469.316895
	Iteration 48Q: 3 clusters Score -174984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -174984.687500 Penalty: 2469.316895
	Iteration 49Q: 3 clusters Score -174984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -174985.312500 Penalty: 2469.316895
	Iteration 50Q: 3 clusters Score -174985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -174985.750000 Penalty: 2469.316895
	Iteration 51Q: 3 clusters Score -174985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -174985.718750 Penalty: 2469.316895
	Iteration 52Q: 3 clusters Score -174985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -174985.718750 Penalty: 2469.316895
	Iteration 53F: 3 clusters Score -174985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Entering Unmasked Estep 
Score: -3931438.500000 Penalty: 1712.837891
	Iteration 0F: 2 clusters Score -3931438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3906236.250000 Penalty: 3425.675781
	Iteration 0F: 3 clusters Score -3906236 nChanged 17338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3915884.500000 Penalty: 3425.675781
	Iteration 1F: 3 clusters Score -3915884 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3916257.750000 Penalty: 3425.675781
	Iteration 2Q: 3 clusters Score -3916258 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3916642.500000 Penalty: 3425.675781
	Iteration 3Q: 3 clusters Score -3916642 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3917030.250000 Penalty: 3425.675781
	Iteration 4Q: 3 clusters Score -3917030 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3917489.750000 Penalty: 3425.675781
	Iteration 5Q: 3 clusters Score -3917490 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3918202.750000 Penalty: 3425.675781
	Iteration 6Q: 3 clusters Score -3918203 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3919353.250000 Penalty: 3425.675781
	Iteration 7F: 3 clusters Score -3919353 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3921084.750000 Penalty: 3425.675781
	Iteration 8F: 3 clusters Score -3921085 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3923359.500000 Penalty: 3425.675781
	Iteration 9F: 3 clusters Score -3923360 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -3925636.750000 Penalty: 3425.675781
	Iteration 10F: 3 clusters Score -3925637 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3927469.750000 Penalty: 3425.675781
	Iteration 11F: 3 clusters Score -3927470 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -3928639.000000 Penalty: 3425.675781
	Iteration 12Q: 3 clusters Score -3928639 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -3929305.750000 Penalty: 3425.675781
	Iteration 13Q: 3 clusters Score -3929306 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -3929625.250000 Penalty: 3425.675781
	Iteration 14Q: 3 clusters Score -3929625 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -3929773.000000 Penalty: 3425.675781
	Iteration 15Q: 3 clusters Score -3929773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -3929856.000000 Penalty: 3425.675781
	Iteration 16Q: 3 clusters Score -3929856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -3929903.000000 Penalty: 3425.675781
	Iteration 17Q: 3 clusters Score -3929903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -3929935.750000 Penalty: 3425.675781
	Iteration 18Q: 3 clusters Score -3929936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -3929957.500000 Penalty: 3425.675781
	Iteration 19Q: 3 clusters Score -3929958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -3929965.500000 Penalty: 3425.675781
	Iteration 20F: 3 clusters Score -3929966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -3929971.750000 Penalty: 3425.675781
	Iteration 21Q: 3 clusters Score -3929972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -3929976.250000 Penalty: 3425.675781
	Iteration 22Q: 3 clusters Score -3929976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -3929981.000000 Penalty: 3425.675781
	Iteration 23Q: 3 clusters Score -3929981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -3929978.000000 Penalty: 3425.675781
	Iteration 24Q: 3 clusters Score -3929978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -3929987.750000 Penalty: 3425.675781
	Iteration 25Q: 3 clusters Score -3929988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -3929988.750000 Penalty: 3425.675781
	Iteration 26Q: 3 clusters Score -3929989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -3929989.500000 Penalty: 3425.675781
	Iteration 27Q: 3 clusters Score -3929990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -3929989.500000 Penalty: 3425.675781
	Iteration 28F: 3 clusters Score -3929990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Entering Unmasked Estep 
Score: -16142395.000000 Penalty: 1942.201904
	Iteration 0F: 2 clusters Score -1.61424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -16041635.000000 Penalty: 3884.403809
	Iteration 0F: 3 clusters Score -1.604164e+07 nChanged 74976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -16085554.000000 Penalty: 3884.403809
	Iteration 1F: 3 clusters Score -1.608555e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -16086365.000000 Penalty: 3884.403809
	Iteration 2Q: 3 clusters Score -1.608636e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -16087429.000000 Penalty: 3884.403809
	Iteration 3Q: 3 clusters Score -1.608743e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -16088801.000000 Penalty: 3884.403809
	Iteration 4Q: 3 clusters Score -1.60888e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -16090494.000000 Penalty: 3884.403809
	Iteration 5Q: 3 clusters Score -1.609049e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -16092889.000000 Penalty: 3884.403809
	Iteration 6Q: 3 clusters Score -1.609289e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -16096138.000000 Penalty: 3884.403809
	Iteration 7Q: 3 clusters Score -1.609614e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -16100861.000000 Penalty: 3884.403809
	Iteration 8F: 3 clusters Score -1.610086e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -16107398.000000 Penalty: 3884.403809
	Iteration 9F: 3 clusters Score -1.61074e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -16115776.000000 Penalty: 3884.403809
	Iteration 10F: 3 clusters Score -1.611578e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125855 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -16124456.000000 Penalty: 3884.403809
	Iteration 11F: 3 clusters Score -1.612446e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -16130637.000000 Penalty: 3884.403809
	Iteration 12Q: 3 clusters Score -1.613064e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132459 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -16133728.000000 Penalty: 3884.403809
	Iteration 13Q: 3 clusters Score -1.613373e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134101 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -16135109.000000 Penalty: 3884.403809
	Iteration 14Q: 3 clusters Score -1.613511e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -16136074.000000 Penalty: 3884.403809
	Iteration 15Q: 3 clusters Score -1.613607e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136882 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -16136895.000000 Penalty: 3884.403809
	Iteration 16Q: 3 clusters Score -1.61369e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -16137661.000000 Penalty: 3884.403809
	Iteration 17Q: 3 clusters Score -1.613766e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139223 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -16138243.000000 Penalty: 3884.403809
	Iteration 18Q: 3 clusters Score -1.613824e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -16138877.000000 Penalty: 3884.403809
	Iteration 19Q: 3 clusters Score -1.613888e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141192 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -16139404.000000 Penalty: 3884.403809
	Iteration 20F: 3 clusters Score -1.61394e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -16139813.000000 Penalty: 3884.403809
	Iteration 21Q: 3 clusters Score -1.613981e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -16140123.000000 Penalty: 3884.403809
	Iteration 22Q: 3 clusters Score -1.614012e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143434 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -16140367.000000 Penalty: 3884.403809
	Iteration 23Q: 3 clusters Score -1.614037e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -16140591.000000 Penalty: 3884.403809
	Iteration 24Q: 3 clusters Score -1.614059e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144504 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -16140819.000000 Penalty: 3884.403809
	Iteration 25Q: 3 clusters Score -1.614082e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -16140902.000000 Penalty: 3884.403809
	Iteration 26Q: 3 clusters Score -1.61409e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -16141027.000000 Penalty: 3884.403809
	Iteration 27Q: 3 clusters Score -1.614103e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -16141075.000000 Penalty: 3884.403809
	Iteration 28Q: 3 clusters Score -1.614108e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -16141178.000000 Penalty: 3884.403809
	Iteration 29Q: 3 clusters Score -1.614118e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -16141322.000000 Penalty: 3884.403809
	Iteration 30Q: 3 clusters Score -1.614132e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -16141366.000000 Penalty: 3884.403809
	Iteration 31Q: 3 clusters Score -1.614137e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -16141406.000000 Penalty: 3884.403809
	Iteration 32Q: 3 clusters Score -1.614141e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -16141458.000000 Penalty: 3884.403809
	Iteration 33Q: 3 clusters Score -1.614146e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -16141470.000000 Penalty: 3884.403809
	Iteration 34Q: 3 clusters Score -1.614147e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -16141447.000000 Penalty: 3884.403809
	Iteration 35Q: 3 clusters Score -1.614145e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -16141465.000000 Penalty: 3884.403809
	Iteration 36Q: 3 clusters Score -1.614146e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148670 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -16141502.000000 Penalty: 3884.403809
	Iteration 37Q: 3 clusters Score -1.61415e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -16141509.000000 Penalty: 3884.403809
	Iteration 38Q: 3 clusters Score -1.614151e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149058 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -16141555.000000 Penalty: 3884.403809
	Iteration 39Q: 3 clusters Score -1.614156e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -16141554.000000 Penalty: 3884.403809
	Iteration 40F: 3 clusters Score -1.614155e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -16141536.000000 Penalty: 3884.403809
	Iteration 41Q: 3 clusters Score -1.614154e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -16141565.000000 Penalty: 3884.403809
	Iteration 42Q: 3 clusters Score -1.614156e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -16141537.000000 Penalty: 3884.403809
	Iteration 43Q: 3 clusters Score -1.614154e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149919 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -16141533.000000 Penalty: 3884.403809
	Iteration 44Q: 3 clusters Score -1.614153e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -16141544.000000 Penalty: 3884.403809
	Iteration 45Q: 3 clusters Score -1.614154e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -16141537.000000 Penalty: 3884.403809
	Iteration 46Q: 3 clusters Score -1.614154e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -16141524.000000 Penalty: 3884.403809
	Iteration 47Q: 3 clusters Score -1.614152e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150515 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -16141520.000000 Penalty: 3884.403809
	Iteration 48Q: 3 clusters Score -1.614152e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -16141533.000000 Penalty: 3884.403809
	Iteration 49Q: 3 clusters Score -1.614153e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150799 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -16141537.000000 Penalty: 3884.403809
	Iteration 50Q: 3 clusters Score -1.614154e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -16141519.000000 Penalty: 3884.403809
	Iteration 51Q: 3 clusters Score -1.614152e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -16141542.000000 Penalty: 3884.403809
	Iteration 52Q: 3 clusters Score -1.614154e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -16141525.000000 Penalty: 3884.403809
	Iteration 53Q: 3 clusters Score -1.614152e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151264 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -16141492.000000 Penalty: 3884.403809
	Iteration 54Q: 3 clusters Score -1.614149e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -16141512.000000 Penalty: 3884.403809
	Iteration 55Q: 3 clusters Score -1.614151e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -16141497.000000 Penalty: 3884.403809
	Iteration 56Q: 3 clusters Score -1.61415e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -16141466.000000 Penalty: 3884.403809
	Iteration 57Q: 3 clusters Score -1.614147e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -16141487.000000 Penalty: 3884.403809
	Iteration 58Q: 3 clusters Score -1.614149e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -16141505.000000 Penalty: 3884.403809
	Iteration 59Q: 3 clusters Score -1.61415e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151895 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -16141454.000000 Penalty: 3884.403809
	Iteration 60F: 3 clusters Score -1.614145e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -16141440.000000 Penalty: 3884.403809
	Iteration 61Q: 3 clusters Score -1.614144e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -16141437.000000 Penalty: 3884.403809
	Iteration 62Q: 3 clusters Score -1.614144e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -16141409.000000 Penalty: 3884.403809
	Iteration 63Q: 3 clusters Score -1.614141e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -16141408.000000 Penalty: 3884.403809
	Iteration 64Q: 3 clusters Score -1.614141e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -16141383.000000 Penalty: 3884.403809
	Iteration 65Q: 3 clusters Score -1.614138e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -16141390.000000 Penalty: 3884.403809
	Iteration 66Q: 3 clusters Score -1.614139e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16141376.000000 Penalty: 3884.403809
	Iteration 67Q: 3 clusters Score -1.614138e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -16141377.000000 Penalty: 3884.403809
	Iteration 68Q: 3 clusters Score -1.614138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -16141356.000000 Penalty: 3884.403809
	Iteration 69Q: 3 clusters Score -1.614136e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152786 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -16141350.000000 Penalty: 3884.403809
	Iteration 70Q: 3 clusters Score -1.614135e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -16141345.000000 Penalty: 3884.403809
	Iteration 71Q: 3 clusters Score -1.614134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -16141358.000000 Penalty: 3884.403809
	Iteration 72Q: 3 clusters Score -1.614136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -16141361.000000 Penalty: 3884.403809
	Iteration 73Q: 3 clusters Score -1.614136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152999 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -16141355.000000 Penalty: 3884.403809
	Iteration 74Q: 3 clusters Score -1.614136e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153040 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -16141358.000000 Penalty: 3884.403809
	Iteration 75Q: 3 clusters Score -1.614136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -16141346.000000 Penalty: 3884.403809
	Iteration 76Q: 3 clusters Score -1.614135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -16141328.000000 Penalty: 3884.403809
	Iteration 77Q: 3 clusters Score -1.614133e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153155 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -16141323.000000 Penalty: 3884.403809
	Iteration 78Q: 3 clusters Score -1.614132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153191 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -16141316.000000 Penalty: 3884.403809
	Iteration 79Q: 3 clusters Score -1.614132e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153230 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -16141316.000000 Penalty: 3884.403809
	Iteration 80F: 3 clusters Score -1.614132e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153260 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16141296.000000 Penalty: 3884.403809
	Iteration 81Q: 3 clusters Score -1.61413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16141302.000000 Penalty: 3884.403809
	Iteration 82Q: 3 clusters Score -1.61413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16141313.000000 Penalty: 3884.403809
	Iteration 83Q: 3 clusters Score -1.614131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -16141316.000000 Penalty: 3884.403809
	Iteration 84Q: 3 clusters Score -1.614132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16141292.000000 Penalty: 3884.403809
	Iteration 85Q: 3 clusters Score -1.614129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16141285.000000 Penalty: 3884.403809
	Iteration 86Q: 3 clusters Score -1.614128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16141279.000000 Penalty: 3884.403809
	Iteration 87Q: 3 clusters Score -1.614128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -16141283.000000 Penalty: 3884.403809
	Iteration 88Q: 3 clusters Score -1.614128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16141284.000000 Penalty: 3884.403809
	Iteration 89Q: 3 clusters Score -1.614128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153427 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -16141293.000000 Penalty: 3884.403809
	Iteration 90Q: 3 clusters Score -1.614129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -16141289.000000 Penalty: 3884.403809
	Iteration 91Q: 3 clusters Score -1.614129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -16141287.000000 Penalty: 3884.403809
	Iteration 92Q: 3 clusters Score -1.614129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -16141288.000000 Penalty: 3884.403809
	Iteration 93Q: 3 clusters Score -1.614129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16141266.000000 Penalty: 3884.403809
	Iteration 94Q: 3 clusters Score -1.614127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16141257.000000 Penalty: 3884.403809
	Iteration 95Q: 3 clusters Score -1.614126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16141265.000000 Penalty: 3884.403809
	Iteration 96Q: 3 clusters Score -1.614126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153482 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -16141258.000000 Penalty: 3884.403809
	Iteration 97Q: 3 clusters Score -1.614126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153491 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -16141260.000000 Penalty: 3884.403809
	Iteration 98Q: 3 clusters Score -1.614126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -16141269.000000 Penalty: 3884.403809
	Iteration 99Q: 3 clusters Score -1.614127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -16141265.000000 Penalty: 3884.403809
	Iteration 100F: 3 clusters Score -1.614126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153514 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16141269.000000 Penalty: 3884.403809
	Iteration 101Q: 3 clusters Score -1.614127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153523 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -16141263.000000 Penalty: 3884.403809
	Iteration 102Q: 3 clusters Score -1.614126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -16141267.000000 Penalty: 3884.403809
	Iteration 103Q: 3 clusters Score -1.614127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153534 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -16141265.000000 Penalty: 3884.403809
	Iteration 104Q: 3 clusters Score -1.614126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153539 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16141262.000000 Penalty: 3884.403809
	Iteration 105Q: 3 clusters Score -1.614126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16141263.000000 Penalty: 3884.403809
	Iteration 106Q: 3 clusters Score -1.614126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16141261.000000 Penalty: 3884.403809
	Iteration 107Q: 3 clusters Score -1.614126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -16141258.000000 Penalty: 3884.403809
	Iteration 108Q: 3 clusters Score -1.614126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153573 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16141263.000000 Penalty: 3884.403809
	Iteration 109Q: 3 clusters Score -1.614126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16141267.000000 Penalty: 3884.403809
	Iteration 110Q: 3 clusters Score -1.614127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153593 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -16141252.000000 Penalty: 3884.403809
	Iteration 111Q: 3 clusters Score -1.614125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16141255.000000 Penalty: 3884.403809
	Iteration 112Q: 3 clusters Score -1.614126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16141244.000000 Penalty: 3884.403809
	Iteration 113Q: 3 clusters Score -1.614124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153613 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -16141236.000000 Penalty: 3884.403809
	Iteration 114Q: 3 clusters Score -1.614124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -16141239.000000 Penalty: 3884.403809
	Iteration 115Q: 3 clusters Score -1.614124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -16141237.000000 Penalty: 3884.403809
	Iteration 116Q: 3 clusters Score -1.614124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16141234.000000 Penalty: 3884.403809
	Iteration 117Q: 3 clusters Score -1.614123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16141233.000000 Penalty: 3884.403809
	Iteration 118Q: 3 clusters Score -1.614123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16141252.000000 Penalty: 3884.403809
	Iteration 119Q: 3 clusters Score -1.614125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16141242.000000 Penalty: 3884.403809
	Iteration 120F: 3 clusters Score -1.614124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16141246.000000 Penalty: 3884.403809
	Iteration 121Q: 3 clusters Score -1.614125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -16141250.000000 Penalty: 3884.403809
	Iteration 122Q: 3 clusters Score -1.614125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16141237.000000 Penalty: 3884.403809
	Iteration 123Q: 3 clusters Score -1.614124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16141226.000000 Penalty: 3884.403809
	Iteration 124Q: 3 clusters Score -1.614123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16141235.000000 Penalty: 3884.403809
	Iteration 125Q: 3 clusters Score -1.614124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153734 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16141238.000000 Penalty: 3884.403809
	Iteration 126Q: 3 clusters Score -1.614124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -16141238.000000 Penalty: 3884.403809
	Iteration 127Q: 3 clusters Score -1.614124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16141229.000000 Penalty: 3884.403809
	Iteration 128Q: 3 clusters Score -1.614123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153774 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -16141222.000000 Penalty: 3884.403809
	Iteration 129Q: 3 clusters Score -1.614122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153780 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16141230.000000 Penalty: 3884.403809
	Iteration 130Q: 3 clusters Score -1.614123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -16141235.000000 Penalty: 3884.403809
	Iteration 131Q: 3 clusters Score -1.614124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16141226.000000 Penalty: 3884.403809
	Iteration 132Q: 3 clusters Score -1.614123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16141218.000000 Penalty: 3884.403809
	Iteration 133Q: 3 clusters Score -1.614122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153809 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16141213.000000 Penalty: 3884.403809
	Iteration 134Q: 3 clusters Score -1.614121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153816 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16141232.000000 Penalty: 3884.403809
	Iteration 135Q: 3 clusters Score -1.614123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153828 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16141222.000000 Penalty: 3884.403809
	Iteration 136Q: 3 clusters Score -1.614122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16141219.000000 Penalty: 3884.403809
	Iteration 137Q: 3 clusters Score -1.614122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16141224.000000 Penalty: 3884.403809
	Iteration 138Q: 3 clusters Score -1.614122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153850 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16141221.000000 Penalty: 3884.403809
	Iteration 139Q: 3 clusters Score -1.614122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153856 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16141220.000000 Penalty: 3884.403809
	Iteration 140F: 3 clusters Score -1.614122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16141223.000000 Penalty: 3884.403809
	Iteration 141Q: 3 clusters Score -1.614122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -16141218.000000 Penalty: 3884.403809
	Iteration 142Q: 3 clusters Score -1.614122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -16141211.000000 Penalty: 3884.403809
	Iteration 143Q: 3 clusters Score -1.614121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16141215.000000 Penalty: 3884.403809
	Iteration 144Q: 3 clusters Score -1.614122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -16141210.000000 Penalty: 3884.403809
	Iteration 145Q: 3 clusters Score -1.614121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16141224.000000 Penalty: 3884.403809
	Iteration 146Q: 3 clusters Score -1.614122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16141215.000000 Penalty: 3884.403809
	Iteration 147Q: 3 clusters Score -1.614122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -16141212.000000 Penalty: 3884.403809
	Iteration 148Q: 3 clusters Score -1.614121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16141219.000000 Penalty: 3884.403809
	Iteration 149Q: 3 clusters Score -1.614122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -16141222.000000 Penalty: 3884.403809
	Iteration 150Q: 3 clusters Score -1.614122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16141231.000000 Penalty: 3884.403809
	Iteration 151Q: 3 clusters Score -1.614123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16141229.000000 Penalty: 3884.403809
	Iteration 152Q: 3 clusters Score -1.614123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16141236.000000 Penalty: 3884.403809
	Iteration 153Q: 3 clusters Score -1.614124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153896 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -16141236.000000 Penalty: 3884.403809
	Iteration 154Q: 3 clusters Score -1.614124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153896 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -16141236.000000 Penalty: 3884.403809
	Iteration 155F: 3 clusters Score -1.614124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Entering Unmasked Estep 
Score: -1557525.625000 Penalty: 1561.208496
	Iteration 0F: 2 clusters Score -1557526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1547167.875000 Penalty: 3122.416992
	Iteration 0F: 3 clusters Score -1547168 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1550759.875000 Penalty: 3122.416992
	Iteration 1F: 3 clusters Score -1550760 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1551138.500000 Penalty: 3122.416992
	Iteration 2F: 3 clusters Score -1551138 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1551486.125000 Penalty: 3122.416992
	Iteration 3F: 3 clusters Score -1551486 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1551805.625000 Penalty: 3122.416992
	Iteration 4F: 3 clusters Score -1551806 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1552111.125000 Penalty: 3122.416992
	Iteration 5Q: 3 clusters Score -1552111 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1552400.375000 Penalty: 3122.416992
	Iteration 6Q: 3 clusters Score -1552400 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1552709.500000 Penalty: 3122.416992
	Iteration 7Q: 3 clusters Score -1552710 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1553059.375000 Penalty: 3122.416992
	Iteration 8Q: 3 clusters Score -1553059 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1553427.875000 Penalty: 3122.416992
	Iteration 9Q: 3 clusters Score -1553428 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1553859.250000 Penalty: 3122.416992
	Iteration 10Q: 3 clusters Score -1553859 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1554319.375000 Penalty: 3122.416992
	Iteration 11Q: 3 clusters Score -1554319 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1554692.125000 Penalty: 3122.416992
	Iteration 12Q: 3 clusters Score -1554692 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1554945.250000 Penalty: 3122.416992
	Iteration 13Q: 3 clusters Score -1554945 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1555125.000000 Penalty: 3122.416992
	Iteration 14Q: 3 clusters Score -1555125 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1555256.875000 Penalty: 3122.416992
	Iteration 15Q: 3 clusters Score -1555257 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1555360.750000 Penalty: 3122.416992
	Iteration 16Q: 3 clusters Score -1555361 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1555472.625000 Penalty: 3122.416992
	Iteration 17Q: 3 clusters Score -1555473 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1555623.625000 Penalty: 3122.416992
	Iteration 18Q: 3 clusters Score -1555624 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1555765.000000 Penalty: 3122.416992
	Iteration 19Q: 3 clusters Score -1555765 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1555910.000000 Penalty: 3122.416992
	Iteration 20F: 3 clusters Score -1555910 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1556047.875000 Penalty: 3122.416992
	Iteration 21Q: 3 clusters Score -1556048 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1556206.125000 Penalty: 3122.416992
	Iteration 22Q: 3 clusters Score -1556206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1556358.875000 Penalty: 3122.416992
	Iteration 23Q: 3 clusters Score -1556359 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1556479.875000 Penalty: 3122.416992
	Iteration 24Q: 3 clusters Score -1556480 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1556612.375000 Penalty: 3122.416992
	Iteration 25Q: 3 clusters Score -1556612 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1556707.250000 Penalty: 3122.416992
	Iteration 26Q: 3 clusters Score -1556707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1556758.250000 Penalty: 3122.416992
	Iteration 27Q: 3 clusters Score -1556758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1556797.125000 Penalty: 3122.416992
	Iteration 28Q: 3 clusters Score -1556797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1556824.250000 Penalty: 3122.416992
	Iteration 29Q: 3 clusters Score -1556824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1556851.500000 Penalty: 3122.416992
	Iteration 30Q: 3 clusters Score -1556852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1556863.375000 Penalty: 3122.416992
	Iteration 31Q: 3 clusters Score -1556863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1556868.125000 Penalty: 3122.416992
	Iteration 32Q: 3 clusters Score -1556868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1556872.125000 Penalty: 3122.416992
	Iteration 33Q: 3 clusters Score -1556872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1556879.500000 Penalty: 3122.416992
	Iteration 34Q: 3 clusters Score -1556880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1556885.500000 Penalty: 3122.416992
	Iteration 35Q: 3 clusters Score -1556886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1556892.000000 Penalty: 3122.416992
	Iteration 36Q: 3 clusters Score -1556892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1556897.250000 Penalty: 3122.416992
	Iteration 37Q: 3 clusters Score -1556897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1556905.500000 Penalty: 3122.416992
	Iteration 38Q: 3 clusters Score -1556906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1556910.500000 Penalty: 3122.416992
	Iteration 39Q: 3 clusters Score -1556910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1556922.000000 Penalty: 3122.416992
	Iteration 40F: 3 clusters Score -1556922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1556931.500000 Penalty: 3122.416992
	Iteration 41Q: 3 clusters Score -1556932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1556937.375000 Penalty: 3122.416992
	Iteration 42Q: 3 clusters Score -1556937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1556946.250000 Penalty: 3122.416992
	Iteration 43Q: 3 clusters Score -1556946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1556948.500000 Penalty: 3122.416992
	Iteration 44Q: 3 clusters Score -1556948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1556953.750000 Penalty: 3122.416992
	Iteration 45Q: 3 clusters Score -1556954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1556959.125000 Penalty: 3122.416992
	Iteration 46Q: 3 clusters Score -1556959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1556959.250000 Penalty: 3122.416992
	Iteration 47Q: 3 clusters Score -1556959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1556961.375000 Penalty: 3122.416992
	Iteration 48Q: 3 clusters Score -1556961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1556963.125000 Penalty: 3122.416992
	Iteration 49Q: 3 clusters Score -1556963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1556963.625000 Penalty: 3122.416992
	Iteration 50Q: 3 clusters Score -1556964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1556962.125000 Penalty: 3122.416992
	Iteration 51Q: 3 clusters Score -1556962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1556963.000000 Penalty: 3122.416992
	Iteration 52Q: 3 clusters Score -1556963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1556963.000000 Penalty: 3122.416992
	Iteration 53F: 3 clusters Score -1556963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -665331.562500 Penalty: 1431.165527
	Iteration 0F: 2 clusters Score -665331.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -660289.687500 Penalty: 2862.331055
	Iteration 0F: 3 clusters Score -660289.7 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -661833.500000 Penalty: 2862.331055
	Iteration 1F: 3 clusters Score -661833.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -662040.250000 Penalty: 2862.331055
	Iteration 2F: 3 clusters Score -662040.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -662211.687500 Penalty: 2862.331055
	Iteration 3Q: 3 clusters Score -662211.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -662411.375000 Penalty: 2862.331055
	Iteration 4Q: 3 clusters Score -662411.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -662691.500000 Penalty: 2862.331055
	Iteration 5Q: 3 clusters Score -662691.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -663100.625000 Penalty: 2862.331055
	Iteration 6F: 3 clusters Score -663100.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -663622.375000 Penalty: 2862.331055
	Iteration 7F: 3 clusters Score -663622.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -664082.750000 Penalty: 2862.331055
	Iteration 8F: 3 clusters Score -664082.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -664361.312500 Penalty: 2862.331055
	Iteration 9Q: 3 clusters Score -664361.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -664518.062500 Penalty: 2862.331055
	Iteration 10Q: 3 clusters Score -664518.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -664616.625000 Penalty: 2862.331055
	Iteration 11Q: 3 clusters Score -664616.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -664679.312500 Penalty: 2862.331055
	Iteration 12Q: 3 clusters Score -664679.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -664723.562500 Penalty: 2862.331055
	Iteration 13Q: 3 clusters Score -664723.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -664751.375000 Penalty: 2862.331055
	Iteration 14Q: 3 clusters Score -664751.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -664773.312500 Penalty: 2862.331055
	Iteration 15Q: 3 clusters Score -664773.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -664784.312500 Penalty: 2862.331055
	Iteration 16Q: 3 clusters Score -664784.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -664788.875000 Penalty: 2862.331055
	Iteration 17Q: 3 clusters Score -664788.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -664792.875000 Penalty: 2862.331055
	Iteration 18Q: 3 clusters Score -664792.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -664795.062500 Penalty: 2862.331055
	Iteration 19Q: 3 clusters Score -664795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -664795.812500 Penalty: 2862.331055
	Iteration 20F: 3 clusters Score -664795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -664797.750000 Penalty: 2862.331055
	Iteration 21Q: 3 clusters Score -664797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -664797.750000 Penalty: 2862.331055
	Iteration 22Q: 3 clusters Score -664797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -664799.312500 Penalty: 2862.331055
	Iteration 23Q: 3 clusters Score -664799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -664799.875000 Penalty: 2862.331055
	Iteration 24Q: 3 clusters Score -664799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -664801.812500 Penalty: 2862.331055
	Iteration 25Q: 3 clusters Score -664801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -664801.437500 Penalty: 2862.331055
	Iteration 26Q: 3 clusters Score -664801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -664800.687500 Penalty: 2862.331055
	Iteration 27Q: 3 clusters Score -664800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -664800.687500 Penalty: 2862.331055
	Iteration 28F: 3 clusters Score -664800.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (187258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187258 members 
Entering Unmasked Estep 
Score: -19514774.000000 Penalty: 1972.789429
	Iteration 0F: 2 clusters Score -1.951477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -19395422.000000 Penalty: 3945.578857
	Iteration 0F: 3 clusters Score -1.939542e+07 nChanged 91101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -19450310.000000 Penalty: 3945.578857
	Iteration 1F: 3 clusters Score -1.945031e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -19451650.000000 Penalty: 3945.578857
	Iteration 2Q: 3 clusters Score -1.945165e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -19453282.000000 Penalty: 3945.578857
	Iteration 3Q: 3 clusters Score -1.945328e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -19455590.000000 Penalty: 3945.578857
	Iteration 4Q: 3 clusters Score -1.945559e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -19458630.000000 Penalty: 3945.578857
	Iteration 5Q: 3 clusters Score -1.945863e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -19462890.000000 Penalty: 3945.578857
	Iteration 6Q: 3 clusters Score -1.946289e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -19468702.000000 Penalty: 3945.578857
	Iteration 7F: 3 clusters Score -1.94687e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105547 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -19475896.000000 Penalty: 3945.578857
	Iteration 8F: 3 clusters Score -1.94759e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -19482322.000000 Penalty: 3945.578857
	Iteration 9F: 3 clusters Score -1.948232e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -19486224.000000 Penalty: 3945.578857
	Iteration 10Q: 3 clusters Score -1.948622e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -19487748.000000 Penalty: 3945.578857
	Iteration 11Q: 3 clusters Score -1.948775e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -19488176.000000 Penalty: 3945.578857
	Iteration 12Q: 3 clusters Score -1.948818e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112314 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -19488520.000000 Penalty: 3945.578857
	Iteration 13Q: 3 clusters Score -1.948852e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113895 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -19488744.000000 Penalty: 3945.578857
	Iteration 14Q: 3 clusters Score -1.948874e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115637 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -19489188.000000 Penalty: 3945.578857
	Iteration 15Q: 3 clusters Score -1.948919e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117513 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -19489498.000000 Penalty: 3945.578857
	Iteration 16Q: 3 clusters Score -1.94895e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -19489790.000000 Penalty: 3945.578857
	Iteration 17Q: 3 clusters Score -1.948979e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -19490154.000000 Penalty: 3945.578857
	Iteration 18Q: 3 clusters Score -1.949015e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123480 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -19490596.000000 Penalty: 3945.578857
	Iteration 19Q: 3 clusters Score -1.94906e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -19491192.000000 Penalty: 3945.578857
	Iteration 20F: 3 clusters Score -1.949119e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -19491706.000000 Penalty: 3945.578857
	Iteration 21Q: 3 clusters Score -1.949171e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130953 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -19492400.000000 Penalty: 3945.578857
	Iteration 22Q: 3 clusters Score -1.94924e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133791 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -19493162.000000 Penalty: 3945.578857
	Iteration 23Q: 3 clusters Score -1.949316e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136825 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -19493900.000000 Penalty: 3945.578857
	Iteration 24Q: 3 clusters Score -1.94939e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140023 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -19494932.000000 Penalty: 3945.578857
	Iteration 25Q: 3 clusters Score -1.949493e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -19496228.000000 Penalty: 3945.578857
	Iteration 26Q: 3 clusters Score -1.949623e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -19497464.000000 Penalty: 3945.578857
	Iteration 27Q: 3 clusters Score -1.949746e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -19498676.000000 Penalty: 3945.578857
	Iteration 28Q: 3 clusters Score -1.949868e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -19500072.000000 Penalty: 3945.578857
	Iteration 29Q: 3 clusters Score -1.950007e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -19501190.000000 Penalty: 3945.578857
	Iteration 30Q: 3 clusters Score -1.950119e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -19502398.000000 Penalty: 3945.578857
	Iteration 31Q: 3 clusters Score -1.95024e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165871 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -19503722.000000 Penalty: 3945.578857
	Iteration 32Q: 3 clusters Score -1.950372e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -19505200.000000 Penalty: 3945.578857
	Iteration 33Q: 3 clusters Score -1.95052e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -19506536.000000 Penalty: 3945.578857
	Iteration 34Q: 3 clusters Score -1.950654e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -19507514.000000 Penalty: 3945.578857
	Iteration 35Q: 3 clusters Score -1.950751e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177359 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -19508458.000000 Penalty: 3945.578857
	Iteration 36Q: 3 clusters Score -1.950846e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -19509304.000000 Penalty: 3945.578857
	Iteration 37Q: 3 clusters Score -1.95093e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -19510014.000000 Penalty: 3945.578857
	Iteration 38Q: 3 clusters Score -1.951001e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182102 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -19510606.000000 Penalty: 3945.578857
	Iteration 39Q: 3 clusters Score -1.951061e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19511206.000000 Penalty: 3945.578857
	Iteration 40F: 3 clusters Score -1.951121e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183799 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -19511602.000000 Penalty: 3945.578857
	Iteration 41Q: 3 clusters Score -1.95116e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184387 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -19511896.000000 Penalty: 3945.578857
	Iteration 42Q: 3 clusters Score -1.95119e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184833 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19512116.000000 Penalty: 3945.578857
	Iteration 43Q: 3 clusters Score -1.951212e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19512292.000000 Penalty: 3945.578857
	Iteration 44Q: 3 clusters Score -1.951229e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185425 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19512410.000000 Penalty: 3945.578857
	Iteration 45Q: 3 clusters Score -1.951241e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185614 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -19512540.000000 Penalty: 3945.578857
	Iteration 46Q: 3 clusters Score -1.951254e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185766 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19512658.000000 Penalty: 3945.578857
	Iteration 47Q: 3 clusters Score -1.951266e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185878 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -19512694.000000 Penalty: 3945.578857
	Iteration 48Q: 3 clusters Score -1.951269e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185945 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19512724.000000 Penalty: 3945.578857
	Iteration 49Q: 3 clusters Score -1.951272e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185995 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19512744.000000 Penalty: 3945.578857
	Iteration 50Q: 3 clusters Score -1.951274e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19512782.000000 Penalty: 3945.578857
	Iteration 51Q: 3 clusters Score -1.951278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186068 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19512814.000000 Penalty: 3945.578857
	Iteration 52Q: 3 clusters Score -1.951281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186096 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19512826.000000 Penalty: 3945.578857
	Iteration 53Q: 3 clusters Score -1.951283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186118 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19512838.000000 Penalty: 3945.578857
	Iteration 54Q: 3 clusters Score -1.951284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186147 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19512852.000000 Penalty: 3945.578857
	Iteration 55Q: 3 clusters Score -1.951285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186171 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19512870.000000 Penalty: 3945.578857
	Iteration 56Q: 3 clusters Score -1.951287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186183 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -19512874.000000 Penalty: 3945.578857
	Iteration 57Q: 3 clusters Score -1.951287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186198 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19512882.000000 Penalty: 3945.578857
	Iteration 58Q: 3 clusters Score -1.951288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19512898.000000 Penalty: 3945.578857
	Iteration 59Q: 3 clusters Score -1.95129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186217 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19512924.000000 Penalty: 3945.578857
	Iteration 60F: 3 clusters Score -1.951292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186225 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19512920.000000 Penalty: 3945.578857
	Iteration 61Q: 3 clusters Score -1.951292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186234 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19512914.000000 Penalty: 3945.578857
	Iteration 62Q: 3 clusters Score -1.951291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186249 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19512924.000000 Penalty: 3945.578857
	Iteration 63Q: 3 clusters Score -1.951292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186256 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19512934.000000 Penalty: 3945.578857
	Iteration 64Q: 3 clusters Score -1.951293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186266 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19512940.000000 Penalty: 3945.578857
	Iteration 65Q: 3 clusters Score -1.951294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186276 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19512946.000000 Penalty: 3945.578857
	Iteration 66Q: 3 clusters Score -1.951295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19512958.000000 Penalty: 3945.578857
	Iteration 67Q: 3 clusters Score -1.951296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186289 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19512958.000000 Penalty: 3945.578857
	Iteration 68Q: 3 clusters Score -1.951296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19512960.000000 Penalty: 3945.578857
	Iteration 69Q: 3 clusters Score -1.951296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19512960.000000 Penalty: 3945.578857
	Iteration 70F: 3 clusters Score -1.951296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1021406.187500 Penalty: 1499.627075
	Iteration 0F: 2 clusters Score -1021406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1014060.687500 Penalty: 2999.254150
	Iteration 0F: 3 clusters Score -1014061 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1016501.562500 Penalty: 2999.254150
	Iteration 1F: 3 clusters Score -1016502 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1016842.687500 Penalty: 2999.254150
	Iteration 2F: 3 clusters Score -1016843 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1017215.062500 Penalty: 2999.254150
	Iteration 3F: 3 clusters Score -1017215 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1017744.437500 Penalty: 2999.254150
	Iteration 4F: 3 clusters Score -1017744 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1018364.562500 Penalty: 2999.254150
	Iteration 5F: 3 clusters Score -1018365 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1019058.187500 Penalty: 2999.254150
	Iteration 6F: 3 clusters Score -1019058 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1019710.375000 Penalty: 2999.254150
	Iteration 7F: 3 clusters Score -1019710 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1020273.437500 Penalty: 2999.254150
	Iteration 8F: 3 clusters Score -1020273 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1020779.250000 Penalty: 2999.254150
	Iteration 9Q: 3 clusters Score -1020779 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1021283.812500 Penalty: 2999.254150
	Iteration 10Q: 3 clusters Score -1021284 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1021827.750000 Penalty: 2999.254150
	Iteration 11Q: 3 clusters Score -1021828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1022017.500000 Penalty: 2999.254150
	Iteration 12Q: 3 clusters Score -1022018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1022059.937500 Penalty: 2999.254150
	Iteration 13Q: 3 clusters Score -1022060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1022077.812500 Penalty: 2999.254150
	Iteration 14Q: 3 clusters Score -1022078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1022088.875000 Penalty: 2999.254150
	Iteration 15Q: 3 clusters Score -1022089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1022107.500000 Penalty: 2999.254150
	Iteration 16Q: 3 clusters Score -1022108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1022119.562500 Penalty: 2999.254150
	Iteration 17Q: 3 clusters Score -1022120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1022127.875000 Penalty: 2999.254150
	Iteration 18Q: 3 clusters Score -1022128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1022136.312500 Penalty: 2999.254150
	Iteration 19Q: 3 clusters Score -1022136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1022141.562500 Penalty: 2999.254150
	Iteration 20F: 3 clusters Score -1022142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1022151.000000 Penalty: 2999.254150
	Iteration 21Q: 3 clusters Score -1022151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1022157.875000 Penalty: 2999.254150
	Iteration 22Q: 3 clusters Score -1022158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1022167.750000 Penalty: 2999.254150
	Iteration 23Q: 3 clusters Score -1022168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1022173.375000 Penalty: 2999.254150
	Iteration 24Q: 3 clusters Score -1022173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1022177.000000 Penalty: 2999.254150
	Iteration 25Q: 3 clusters Score -1022177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1022180.187500 Penalty: 2999.254150
	Iteration 26Q: 3 clusters Score -1022180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1022181.937500 Penalty: 2999.254150
	Iteration 27Q: 3 clusters Score -1022182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1022185.625000 Penalty: 2999.254150
	Iteration 28Q: 3 clusters Score -1022186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1022188.562500 Penalty: 2999.254150
	Iteration 29Q: 3 clusters Score -1022189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1022194.000000 Penalty: 2999.254150
	Iteration 30Q: 3 clusters Score -1022194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1022200.312500 Penalty: 2999.254150
	Iteration 31Q: 3 clusters Score -1022200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1022203.312500 Penalty: 2999.254150
	Iteration 32Q: 3 clusters Score -1022203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1022204.125000 Penalty: 2999.254150
	Iteration 33Q: 3 clusters Score -1022204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1022211.937500 Penalty: 2999.254150
	Iteration 34Q: 3 clusters Score -1022212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1022212.750000 Penalty: 2999.254150
	Iteration 35Q: 3 clusters Score -1022213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1022211.937500 Penalty: 2999.254150
	Iteration 36Q: 3 clusters Score -1022212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1022215.625000 Penalty: 2999.254150
	Iteration 37Q: 3 clusters Score -1022216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1022217.562500 Penalty: 2999.254150
	Iteration 38Q: 3 clusters Score -1022218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1022216.125000 Penalty: 2999.254150
	Iteration 39Q: 3 clusters Score -1022216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1022216.125000 Penalty: 2999.254150
	Iteration 40F: 3 clusters Score -1022216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1022216.562500 Penalty: 2999.254150
	Iteration 41Q: 3 clusters Score -1022217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1022216.562500 Penalty: 2999.254150
	Iteration 42F: 3 clusters Score -1022217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 38331 members 
Mstep: Class 17 contains 125990 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99302 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155129 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 187258 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 31161 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8343 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 3313 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28674 members 
Mstep: Class 46 contains 3277 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2915 members 
Mstep: Class 50 contains 8244 members 
Entering Unmasked Estep 
Score: -154063872.000000 Penalty: 115734.070312
Splitting cluster 29 changes total score from -154064480.000000 to -154063872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (31161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Entering Unmasked Estep 
Score: -2952714.250000 Penalty: 1681.375000
	Iteration 0F: 2 clusters Score -2952714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2931713.000000 Penalty: 3362.750000
	Iteration 0F: 3 clusters Score -2931713 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2939959.000000 Penalty: 3362.750000
	Iteration 1F: 3 clusters Score -2939959 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2940629.500000 Penalty: 3362.750000
	Iteration 2F: 3 clusters Score -2940630 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2941413.750000 Penalty: 3362.750000
	Iteration 3F: 3 clusters Score -2941414 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2942305.000000 Penalty: 3362.750000
	Iteration 4F: 3 clusters Score -2942305 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2943436.750000 Penalty: 3362.750000
	Iteration 5F: 3 clusters Score -2943437 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2944692.750000 Penalty: 3362.750000
	Iteration 6F: 3 clusters Score -2944693 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2945953.500000 Penalty: 3362.750000
	Iteration 7F: 3 clusters Score -2945954 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2947115.000000 Penalty: 3362.750000
	Iteration 8F: 3 clusters Score -2947115 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2948085.250000 Penalty: 3362.750000
	Iteration 9Q: 3 clusters Score -2948085 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -2948897.750000 Penalty: 3362.750000
	Iteration 10Q: 3 clusters Score -2948898 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2949479.500000 Penalty: 3362.750000
	Iteration 11Q: 3 clusters Score -2949480 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -2949992.500000 Penalty: 3362.750000
	Iteration 12Q: 3 clusters Score -2949992 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -2950398.250000 Penalty: 3362.750000
	Iteration 13Q: 3 clusters Score -2950398 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -2950670.000000 Penalty: 3362.750000
	Iteration 14Q: 3 clusters Score -2950670 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -2950886.000000 Penalty: 3362.750000
	Iteration 15Q: 3 clusters Score -2950886 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -2951064.500000 Penalty: 3362.750000
	Iteration 16Q: 3 clusters Score -2951064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -2951195.000000 Penalty: 3362.750000
	Iteration 17Q: 3 clusters Score -2951195 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -2951273.500000 Penalty: 3362.750000
	Iteration 18Q: 3 clusters Score -2951274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -2951331.250000 Penalty: 3362.750000
	Iteration 19Q: 3 clusters Score -2951331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -2951363.000000 Penalty: 3362.750000
	Iteration 20F: 3 clusters Score -2951363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -2951392.500000 Penalty: 3362.750000
	Iteration 21Q: 3 clusters Score -2951392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -2951420.500000 Penalty: 3362.750000
	Iteration 22Q: 3 clusters Score -2951420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -2951440.250000 Penalty: 3362.750000
	Iteration 23Q: 3 clusters Score -2951440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -2951457.000000 Penalty: 3362.750000
	Iteration 24Q: 3 clusters Score -2951457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -2951470.000000 Penalty: 3362.750000
	Iteration 25Q: 3 clusters Score -2951470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -2951473.250000 Penalty: 3362.750000
	Iteration 26Q: 3 clusters Score -2951473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -2951481.750000 Penalty: 3362.750000
	Iteration 27Q: 3 clusters Score -2951482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -2951482.500000 Penalty: 3362.750000
	Iteration 28Q: 3 clusters Score -2951482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2951483.250000 Penalty: 3362.750000
	Iteration 29Q: 3 clusters Score -2951483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -2951487.000000 Penalty: 3362.750000
	Iteration 30Q: 3 clusters Score -2951487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2951485.250000 Penalty: 3362.750000
	Iteration 31Q: 3 clusters Score -2951485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2951485.250000 Penalty: 3362.750000
	Iteration 32F: 3 clusters Score -2951485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Entering Unmasked Estep 
Score: -745963.250000 Penalty: 1448.255005
	Iteration 0F: 2 clusters Score -745963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -740457.125000 Penalty: 2896.510010
	Iteration 0F: 3 clusters Score -740457.1 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -742179.000000 Penalty: 2896.510010
	Iteration 1F: 3 clusters Score -742179 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -742455.375000 Penalty: 2896.510010
	Iteration 2F: 3 clusters Score -742455.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -742745.125000 Penalty: 2896.510010
	Iteration 3F: 3 clusters Score -742745.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -743050.375000 Penalty: 2896.510010
	Iteration 4F: 3 clusters Score -743050.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -743408.687500 Penalty: 2896.510010
	Iteration 5F: 3 clusters Score -743408.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -743876.062500 Penalty: 2896.510010
	Iteration 6F: 3 clusters Score -743876.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -744358.250000 Penalty: 2896.510010
	Iteration 7F: 3 clusters Score -744358.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -744693.062500 Penalty: 2896.510010
	Iteration 8F: 3 clusters Score -744693.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -744889.625000 Penalty: 2896.510010
	Iteration 9Q: 3 clusters Score -744889.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -745006.187500 Penalty: 2896.510010
	Iteration 10Q: 3 clusters Score -745006.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -745070.812500 Penalty: 2896.510010
	Iteration 11Q: 3 clusters Score -745070.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -745101.875000 Penalty: 2896.510010
	Iteration 12Q: 3 clusters Score -745101.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -745127.625000 Penalty: 2896.510010
	Iteration 13Q: 3 clusters Score -745127.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -745141.687500 Penalty: 2896.510010
	Iteration 14Q: 3 clusters Score -745141.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -745153.062500 Penalty: 2896.510010
	Iteration 15Q: 3 clusters Score -745153.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -745161.062500 Penalty: 2896.510010
	Iteration 16Q: 3 clusters Score -745161.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -745170.687500 Penalty: 2896.510010
	Iteration 17Q: 3 clusters Score -745170.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -745179.000000 Penalty: 2896.510010
	Iteration 18Q: 3 clusters Score -745179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -745184.312500 Penalty: 2896.510010
	Iteration 19Q: 3 clusters Score -745184.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -745191.000000 Penalty: 2896.510010
	Iteration 20F: 3 clusters Score -745191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -745196.187500 Penalty: 2896.510010
	Iteration 21Q: 3 clusters Score -745196.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -745203.500000 Penalty: 2896.510010
	Iteration 22Q: 3 clusters Score -745203.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -745208.062500 Penalty: 2896.510010
	Iteration 23Q: 3 clusters Score -745208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -745210.375000 Penalty: 2896.510010
	Iteration 24Q: 3 clusters Score -745210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -745212.062500 Penalty: 2896.510010
	Iteration 25Q: 3 clusters Score -745212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -745213.750000 Penalty: 2896.510010
	Iteration 26Q: 3 clusters Score -745213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -745213.312500 Penalty: 2896.510010
	Iteration 27Q: 3 clusters Score -745213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -745215.812500 Penalty: 2896.510010
	Iteration 28Q: 3 clusters Score -745215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -745216.750000 Penalty: 2896.510010
	Iteration 29Q: 3 clusters Score -745216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -745216.125000 Penalty: 2896.510010
	Iteration 30Q: 3 clusters Score -745216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -745215.500000 Penalty: 2896.510010
	Iteration 31Q: 3 clusters Score -745215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -745215.500000 Penalty: 2896.510010
	Iteration 32F: 3 clusters Score -745215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Entering Unmasked Estep 
Score: -1071088.375000 Penalty: 1506.317627
	Iteration 0F: 2 clusters Score -1071088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1063509.625000 Penalty: 3012.635254
	Iteration 0F: 3 clusters Score -1063510 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1066080.250000 Penalty: 3012.635254
	Iteration 1F: 3 clusters Score -1066080 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1066404.250000 Penalty: 3012.635254
	Iteration 2F: 3 clusters Score -1066404 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1066713.625000 Penalty: 3012.635254
	Iteration 3F: 3 clusters Score -1066714 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1067041.375000 Penalty: 3012.635254
	Iteration 4F: 3 clusters Score -1067041 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1067396.125000 Penalty: 3012.635254
	Iteration 5F: 3 clusters Score -1067396 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1067799.875000 Penalty: 3012.635254
	Iteration 6F: 3 clusters Score -1067800 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1068266.625000 Penalty: 3012.635254
	Iteration 7F: 3 clusters Score -1068267 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1068688.125000 Penalty: 3012.635254
	Iteration 8Q: 3 clusters Score -1068688 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1069010.125000 Penalty: 3012.635254
	Iteration 9Q: 3 clusters Score -1069010 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1069267.125000 Penalty: 3012.635254
	Iteration 10Q: 3 clusters Score -1069267 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1069469.875000 Penalty: 3012.635254
	Iteration 11Q: 3 clusters Score -1069470 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1069612.500000 Penalty: 3012.635254
	Iteration 12Q: 3 clusters Score -1069612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1069693.750000 Penalty: 3012.635254
	Iteration 13Q: 3 clusters Score -1069694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1069746.250000 Penalty: 3012.635254
	Iteration 14Q: 3 clusters Score -1069746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1069779.750000 Penalty: 3012.635254
	Iteration 15Q: 3 clusters Score -1069780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1069797.000000 Penalty: 3012.635254
	Iteration 16Q: 3 clusters Score -1069797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1069810.750000 Penalty: 3012.635254
	Iteration 17Q: 3 clusters Score -1069811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1069822.625000 Penalty: 3012.635254
	Iteration 18Q: 3 clusters Score -1069823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1069832.750000 Penalty: 3012.635254
	Iteration 19Q: 3 clusters Score -1069833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1069839.500000 Penalty: 3012.635254
	Iteration 20F: 3 clusters Score -1069840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1069842.875000 Penalty: 3012.635254
	Iteration 21Q: 3 clusters Score -1069843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1069848.000000 Penalty: 3012.635254
	Iteration 22Q: 3 clusters Score -1069848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1069851.750000 Penalty: 3012.635254
	Iteration 23Q: 3 clusters Score -1069852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1069856.125000 Penalty: 3012.635254
	Iteration 24Q: 3 clusters Score -1069856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1069860.125000 Penalty: 3012.635254
	Iteration 25Q: 3 clusters Score -1069860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1069862.125000 Penalty: 3012.635254
	Iteration 26Q: 3 clusters Score -1069862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1069861.750000 Penalty: 3012.635254
	Iteration 27Q: 3 clusters Score -1069862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1069863.875000 Penalty: 3012.635254
	Iteration 28Q: 3 clusters Score -1069864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1069869.375000 Penalty: 3012.635254
	Iteration 29Q: 3 clusters Score -1069869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1069867.875000 Penalty: 3012.635254
	Iteration 30Q: 3 clusters Score -1069868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1069865.875000 Penalty: 3012.635254
	Iteration 31Q: 3 clusters Score -1069866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1069867.375000 Penalty: 3012.635254
	Iteration 32Q: 3 clusters Score -1069867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1069867.375000 Penalty: 3012.635254
	Iteration 33F: 3 clusters Score -1069867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Entering Unmasked Estep 
Score: -1798110.125000 Penalty: 1579.292480
	Iteration 0F: 2 clusters Score -1798110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1786765.375000 Penalty: 3158.584961
	Iteration 0F: 3 clusters Score -1786765 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1790684.500000 Penalty: 3158.584961
	Iteration 1F: 3 clusters Score -1790684 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1791086.250000 Penalty: 3158.584961
	Iteration 2F: 3 clusters Score -1791086 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1791504.000000 Penalty: 3158.584961
	Iteration 3F: 3 clusters Score -1791504 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1791966.625000 Penalty: 3158.584961
	Iteration 4F: 3 clusters Score -1791967 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1792509.125000 Penalty: 3158.584961
	Iteration 5F: 3 clusters Score -1792509 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1793212.875000 Penalty: 3158.584961
	Iteration 6F: 3 clusters Score -1793213 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1794016.375000 Penalty: 3158.584961
	Iteration 7F: 3 clusters Score -1794016 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1794725.875000 Penalty: 3158.584961
	Iteration 8F: 3 clusters Score -1794726 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1795262.000000 Penalty: 3158.584961
	Iteration 9Q: 3 clusters Score -1795262 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1795622.125000 Penalty: 3158.584961
	Iteration 10Q: 3 clusters Score -1795622 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1795921.125000 Penalty: 3158.584961
	Iteration 11Q: 3 clusters Score -1795921 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1796114.375000 Penalty: 3158.584961
	Iteration 12Q: 3 clusters Score -1796114 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1796242.625000 Penalty: 3158.584961
	Iteration 13Q: 3 clusters Score -1796243 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1796341.125000 Penalty: 3158.584961
	Iteration 14Q: 3 clusters Score -1796341 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1796411.875000 Penalty: 3158.584961
	Iteration 15Q: 3 clusters Score -1796412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1796478.625000 Penalty: 3158.584961
	Iteration 16Q: 3 clusters Score -1796479 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1796541.000000 Penalty: 3158.584961
	Iteration 17Q: 3 clusters Score -1796541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1796582.500000 Penalty: 3158.584961
	Iteration 18Q: 3 clusters Score -1796582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1796617.875000 Penalty: 3158.584961
	Iteration 19Q: 3 clusters Score -1796618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1796652.000000 Penalty: 3158.584961
	Iteration 20F: 3 clusters Score -1796652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1796682.000000 Penalty: 3158.584961
	Iteration 21Q: 3 clusters Score -1796682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1796697.750000 Penalty: 3158.584961
	Iteration 22Q: 3 clusters Score -1796698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1796723.250000 Penalty: 3158.584961
	Iteration 23Q: 3 clusters Score -1796723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1796743.875000 Penalty: 3158.584961
	Iteration 24Q: 3 clusters Score -1796744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1796759.625000 Penalty: 3158.584961
	Iteration 25Q: 3 clusters Score -1796760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1796774.875000 Penalty: 3158.584961
	Iteration 26Q: 3 clusters Score -1796775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1796797.250000 Penalty: 3158.584961
	Iteration 27Q: 3 clusters Score -1796797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1796815.625000 Penalty: 3158.584961
	Iteration 28Q: 3 clusters Score -1796816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1796826.375000 Penalty: 3158.584961
	Iteration 29Q: 3 clusters Score -1796826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1796828.125000 Penalty: 3158.584961
	Iteration 30Q: 3 clusters Score -1796828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1796832.625000 Penalty: 3158.584961
	Iteration 31Q: 3 clusters Score -1796833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1796835.500000 Penalty: 3158.584961
	Iteration 32Q: 3 clusters Score -1796836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1796841.875000 Penalty: 3158.584961
	Iteration 33Q: 3 clusters Score -1796842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1796846.625000 Penalty: 3158.584961
	Iteration 34Q: 3 clusters Score -1796847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1796846.250000 Penalty: 3158.584961
	Iteration 35Q: 3 clusters Score -1796846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1796847.000000 Penalty: 3158.584961
	Iteration 36Q: 3 clusters Score -1796847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1796846.000000 Penalty: 3158.584961
	Iteration 37Q: 3 clusters Score -1796846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1796848.375000 Penalty: 3158.584961
	Iteration 38Q: 3 clusters Score -1796848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1796848.375000 Penalty: 3158.584961
	Iteration 39F: 3 clusters Score -1796848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -342789.187500 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -342789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -339778.437500 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -339778.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -340629.687500 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -340629.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -340813.750000 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -340813.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -340903.437500 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -340903.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -340974.406250 Penalty: 2646.454102
	Iteration 4Q: 3 clusters Score -340974.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -341027.468750 Penalty: 2646.454102
	Iteration 5Q: 3 clusters Score -341027.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -341065.281250 Penalty: 2646.454102
	Iteration 6Q: 3 clusters Score -341065.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -341095.000000 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -341095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -341128.468750 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -341128.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -341156.875000 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -341156.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -341177.000000 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -341177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341206.187500 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -341206.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -341238.343750 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -341238.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -341265.468750 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -341265.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -341295.406250 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -341295.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -341325.718750 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -341325.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -341351.843750 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -341351.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -341378.187500 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -341378.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -341405.625000 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -341405.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -341434.406250 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -341434.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -341464.156250 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -341464.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -341489.093750 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -341489.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -341515.281250 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -341515.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -341544.500000 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -341544.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -341567.625000 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -341567.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -341596.187500 Penalty: 2646.454102
	Iteration 25Q: 3 clusters Score -341596.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -341611.937500 Penalty: 2646.454102
	Iteration 26Q: 3 clusters Score -341611.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -341631.781250 Penalty: 2646.454102
	Iteration 27Q: 3 clusters Score -341631.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -341642.031250 Penalty: 2646.454102
	Iteration 28Q: 3 clusters Score -341642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -341651.968750 Penalty: 2646.454102
	Iteration 29Q: 3 clusters Score -341652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -341663.187500 Penalty: 2646.454102
	Iteration 30Q: 3 clusters Score -341663.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -341674.062500 Penalty: 2646.454102
	Iteration 31Q: 3 clusters Score -341674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -341680.125000 Penalty: 2646.454102
	Iteration 32Q: 3 clusters Score -341680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -341684.218750 Penalty: 2646.454102
	Iteration 33Q: 3 clusters Score -341684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -341686.312500 Penalty: 2646.454102
	Iteration 34Q: 3 clusters Score -341686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -341687.531250 Penalty: 2646.454102
	Iteration 35Q: 3 clusters Score -341687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -341689.906250 Penalty: 2646.454102
	Iteration 36Q: 3 clusters Score -341689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -341691.281250 Penalty: 2646.454102
	Iteration 37Q: 3 clusters Score -341691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -341694.093750 Penalty: 2646.454102
	Iteration 38Q: 3 clusters Score -341694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -341695.062500 Penalty: 2646.454102
	Iteration 39Q: 3 clusters Score -341695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -341696.250000 Penalty: 2646.454102
	Iteration 40F: 3 clusters Score -341696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -341696.812500 Penalty: 2646.454102
	Iteration 41Q: 3 clusters Score -341696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -341698.250000 Penalty: 2646.454102
	Iteration 42Q: 3 clusters Score -341698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -341698.250000 Penalty: 2646.454102
	Iteration 43F: 3 clusters Score -341698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -318397.156250 Penalty: 1312.130493
	Iteration 0F: 2 clusters Score -318397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -315591.843750 Penalty: 2624.260986
	Iteration 0F: 3 clusters Score -315591.8 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -316514.968750 Penalty: 2624.260986
	Iteration 1F: 3 clusters Score -316515 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -317112.031250 Penalty: 2624.260986
	Iteration 2F: 3 clusters Score -317112 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -317695.593750 Penalty: 2624.260986
	Iteration 3F: 3 clusters Score -317695.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -318034.406250 Penalty: 2624.260986
	Iteration 4F: 3 clusters Score -318034.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -318234.593750 Penalty: 2624.260986
	Iteration 5F: 3 clusters Score -318234.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -318376.875000 Penalty: 2624.260986
	Iteration 6Q: 3 clusters Score -318376.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -318488.343750 Penalty: 2624.260986
	Iteration 7Q: 3 clusters Score -318488.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -318580.343750 Penalty: 2624.260986
	Iteration 8Q: 3 clusters Score -318580.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -318627.437500 Penalty: 2624.260986
	Iteration 9Q: 3 clusters Score -318627.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -318649.000000 Penalty: 2624.260986
	Iteration 10Q: 3 clusters Score -318649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -318657.125000 Penalty: 2624.260986
	Iteration 11Q: 3 clusters Score -318657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -318660.750000 Penalty: 2624.260986
	Iteration 12Q: 3 clusters Score -318660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -318662.656250 Penalty: 2624.260986
	Iteration 13Q: 3 clusters Score -318662.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -318663.968750 Penalty: 2624.260986
	Iteration 14Q: 3 clusters Score -318664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -318663.968750 Penalty: 2624.260986
	Iteration 15F: 3 clusters Score -318664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 38331 members 
Mstep: Class 17 contains 125990 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99302 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155129 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 187258 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31161 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8343 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 3313 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28674 members 
Mstep: Class 46 contains 3277 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2915 members 
Mstep: Class 50 contains 638 members 
Entering Unmasked Estep 
Score: -154063360.000000 Penalty: 115734.070312
Splitting cluster 35 changes total score from -154064480.000000 to -154063360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -422889.343750 Penalty: 1360.627441
	Iteration 0F: 2 clusters Score -422889.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -419283.843750 Penalty: 2721.254883
	Iteration 0F: 3 clusters Score -419283.8 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -420289.656250 Penalty: 2721.254883
	Iteration 1F: 3 clusters Score -420289.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -420510.625000 Penalty: 2721.254883
	Iteration 2F: 3 clusters Score -420510.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -420657.218750 Penalty: 2721.254883
	Iteration 3F: 3 clusters Score -420657.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -420787.281250 Penalty: 2721.254883
	Iteration 4Q: 3 clusters Score -420787.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -420920.218750 Penalty: 2721.254883
	Iteration 5Q: 3 clusters Score -420920.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -421051.343750 Penalty: 2721.254883
	Iteration 6Q: 3 clusters Score -421051.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -421179.937500 Penalty: 2721.254883
	Iteration 7Q: 3 clusters Score -421179.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -421337.437500 Penalty: 2721.254883
	Iteration 8Q: 3 clusters Score -421337.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -421550.031250 Penalty: 2721.254883
	Iteration 9Q: 3 clusters Score -421550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -421791.125000 Penalty: 2721.254883
	Iteration 10Q: 3 clusters Score -421791.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -421951.000000 Penalty: 2721.254883
	Iteration 11Q: 3 clusters Score -421951 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -422067.468750 Penalty: 2721.254883
	Iteration 12Q: 3 clusters Score -422067.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -422147.281250 Penalty: 2721.254883
	Iteration 13Q: 3 clusters Score -422147.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -422211.375000 Penalty: 2721.254883
	Iteration 14Q: 3 clusters Score -422211.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -422267.437500 Penalty: 2721.254883
	Iteration 15Q: 3 clusters Score -422267.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -422312.250000 Penalty: 2721.254883
	Iteration 16Q: 3 clusters Score -422312.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -422344.062500 Penalty: 2721.254883
	Iteration 17Q: 3 clusters Score -422344.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -422371.593750 Penalty: 2721.254883
	Iteration 18Q: 3 clusters Score -422371.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -422404.312500 Penalty: 2721.254883
	Iteration 19Q: 3 clusters Score -422404.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -422429.875000 Penalty: 2721.254883
	Iteration 20F: 3 clusters Score -422429.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -422460.156250 Penalty: 2721.254883
	Iteration 21Q: 3 clusters Score -422460.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -422488.250000 Penalty: 2721.254883
	Iteration 22Q: 3 clusters Score -422488.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -422518.531250 Penalty: 2721.254883
	Iteration 23Q: 3 clusters Score -422518.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -422564.281250 Penalty: 2721.254883
	Iteration 24Q: 3 clusters Score -422564.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -422610.968750 Penalty: 2721.254883
	Iteration 25Q: 3 clusters Score -422611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -422661.531250 Penalty: 2721.254883
	Iteration 26Q: 3 clusters Score -422661.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -422702.781250 Penalty: 2721.254883
	Iteration 27Q: 3 clusters Score -422702.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -422743.312500 Penalty: 2721.254883
	Iteration 28Q: 3 clusters Score -422743.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -422784.062500 Penalty: 2721.254883
	Iteration 29Q: 3 clusters Score -422784.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -422823.906250 Penalty: 2721.254883
	Iteration 30Q: 3 clusters Score -422823.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -422850.125000 Penalty: 2721.254883
	Iteration 31Q: 3 clusters Score -422850.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -422867.968750 Penalty: 2721.254883
	Iteration 32Q: 3 clusters Score -422868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -422886.781250 Penalty: 2721.254883
	Iteration 33Q: 3 clusters Score -422886.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -422910.468750 Penalty: 2721.254883
	Iteration 34Q: 3 clusters Score -422910.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -422936.906250 Penalty: 2721.254883
	Iteration 35Q: 3 clusters Score -422936.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -422954.218750 Penalty: 2721.254883
	Iteration 36Q: 3 clusters Score -422954.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -422972.406250 Penalty: 2721.254883
	Iteration 37Q: 3 clusters Score -422972.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -422992.687500 Penalty: 2721.254883
	Iteration 38Q: 3 clusters Score -422992.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -423017.281250 Penalty: 2721.254883
	Iteration 39Q: 3 clusters Score -423017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -423047.062500 Penalty: 2721.254883
	Iteration 40F: 3 clusters Score -423047.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -423073.593750 Penalty: 2721.254883
	Iteration 41Q: 3 clusters Score -423073.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -423098.031250 Penalty: 2721.254883
	Iteration 42Q: 3 clusters Score -423098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -423109.031250 Penalty: 2721.254883
	Iteration 43Q: 3 clusters Score -423109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -423118.812500 Penalty: 2721.254883
	Iteration 44Q: 3 clusters Score -423118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -423124.406250 Penalty: 2721.254883
	Iteration 45Q: 3 clusters Score -423124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -423125.906250 Penalty: 2721.254883
	Iteration 46Q: 3 clusters Score -423125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -423128.218750 Penalty: 2721.254883
	Iteration 47Q: 3 clusters Score -423128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -423132.781250 Penalty: 2721.254883
	Iteration 48Q: 3 clusters Score -423132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -423136.781250 Penalty: 2721.254883
	Iteration 49Q: 3 clusters Score -423136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -423139.562500 Penalty: 2721.254883
	Iteration 50Q: 3 clusters Score -423139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -423141.500000 Penalty: 2721.254883
	Iteration 51Q: 3 clusters Score -423141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -423143.468750 Penalty: 2721.254883
	Iteration 52Q: 3 clusters Score -423143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -423144.750000 Penalty: 2721.254883
	Iteration 53Q: 3 clusters Score -423144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -423148.218750 Penalty: 2721.254883
	Iteration 54Q: 3 clusters Score -423148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -423149.750000 Penalty: 2721.254883
	Iteration 55Q: 3 clusters Score -423149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -423151.437500 Penalty: 2721.254883
	Iteration 56Q: 3 clusters Score -423151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -423154.375000 Penalty: 2721.254883
	Iteration 57Q: 3 clusters Score -423154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -423162.843750 Penalty: 2721.254883
	Iteration 58Q: 3 clusters Score -423162.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -423169.250000 Penalty: 2721.254883
	Iteration 59Q: 3 clusters Score -423169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -423172.656250 Penalty: 2721.254883
	Iteration 60F: 3 clusters Score -423172.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -423176.968750 Penalty: 2721.254883
	Iteration 61Q: 3 clusters Score -423177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -423179.656250 Penalty: 2721.254883
	Iteration 62Q: 3 clusters Score -423179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -423182.312500 Penalty: 2721.254883
	Iteration 63Q: 3 clusters Score -423182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -423188.531250 Penalty: 2721.254883
	Iteration 64Q: 3 clusters Score -423188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -423190.343750 Penalty: 2721.254883
	Iteration 65Q: 3 clusters Score -423190.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -423192.625000 Penalty: 2721.254883
	Iteration 66Q: 3 clusters Score -423192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -423195.000000 Penalty: 2721.254883
	Iteration 67Q: 3 clusters Score -423195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -423196.125000 Penalty: 2721.254883
	Iteration 68Q: 3 clusters Score -423196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -423197.593750 Penalty: 2721.254883
	Iteration 69Q: 3 clusters Score -423197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -423197.781250 Penalty: 2721.254883
	Iteration 70Q: 3 clusters Score -423197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -423199.093750 Penalty: 2721.254883
	Iteration 71Q: 3 clusters Score -423199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -423199.125000 Penalty: 2721.254883
	Iteration 72Q: 3 clusters Score -423199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -423199.125000 Penalty: 2721.254883
	Iteration 73F: 3 clusters Score -423199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 38331 members 
Mstep: Class 17 contains 125990 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99302 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155129 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 187258 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31161 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8343 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 3313 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28674 members 
Mstep: Class 46 contains 3277 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2915 members 
Mstep: Class 50 contains 3197 members 
Entering Unmasked Estep 
Score: -154063504.000000 Penalty: 115734.070312
Splitting cluster 36 changes total score from -154064480.000000 to -154063504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -337102.468750 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -337102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -334047.281250 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -334047.3 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -335390.812500 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -335390.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -336130.812500 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -336130.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -336743.843750 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -336743.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -337054.187500 Penalty: 2673.201416
	Iteration 4F: 3 clusters Score -337054.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -337210.500000 Penalty: 2673.201416
	Iteration 5Q: 3 clusters Score -337210.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -337307.437500 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -337307.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -337347.468750 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -337347.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -337367.875000 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -337367.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337397.218750 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -337397.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -337420.875000 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -337420.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -337436.156250 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -337436.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -337456.531250 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -337456.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -337481.031250 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -337481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337494.218750 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -337494.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -337501.968750 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -337502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -337511.718750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -337511.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -337519.093750 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -337519.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -337523.843750 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -337523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -337526.125000 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -337526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -337530.156250 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -337530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -337532.500000 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -337532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -337536.156250 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -337536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337536.031250 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -337536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -337536.812500 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -337536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -337537.375000 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -337537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -337537.375000 Penalty: 2673.201416
	Iteration 26F: 3 clusters Score -337537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 38331 members 
Mstep: Class 17 contains 125990 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99302 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155129 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 187258 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31161 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 2335 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8343 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 3313 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28674 members 
Mstep: Class 46 contains 3277 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2915 members 
Mstep: Class 50 contains 1399 members 
Entering Unmasked Estep 
Score: -154063504.000000 Penalty: 115734.070312
Splitting cluster 37 changes total score from -154064480.000000 to -154063504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (15096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Entering Unmasked Estep 
Score: -1535709.875000 Penalty: 1563.604980
	Iteration 0F: 2 clusters Score -1535710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1525293.375000 Penalty: 3127.209961
	Iteration 0F: 3 clusters Score -1525293 nChanged 6675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1529447 nChanged 890
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1529932 nChanged 880
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Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1530428 nChanged 858
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Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1530910 nChanged 838
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1531364 nChanged 747
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Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1531743 nChanged 635
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1532039 nChanged 538
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Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1532566 nChanged 483
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Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1532799 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1533039 nChanged 451
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Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1533270 nChanged 451
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1533507 nChanged 436
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1533714 nChanged 354
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Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1533852 nChanged 270
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Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1533936 nChanged 216
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Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1533999 nChanged 182
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Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1534060 nChanged 174
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1534104.750000 Penalty: 3127.209961
	Iteration 20F: 3 clusters Score -1534105 nChanged 164
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Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1534153.125000 Penalty: 3127.209961
	Iteration 21Q: 3 clusters Score -1534153 nChanged 141
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Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1534180 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1534195.375000 Penalty: 3127.209961
	Iteration 23Q: 3 clusters Score -1534195 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1534215 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1534228 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1534240 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1534249 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1534258.000000 Penalty: 3127.209961
	Iteration 28Q: 3 clusters Score -1534258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1534271 nChanged 73
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Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1534283 nChanged 76
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Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1534292 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8462 members 
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	Iteration 32Q: 3 clusters Score -1534306 nChanged 64
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Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1534318 nChanged 88
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Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1534335.750000 Penalty: 3127.209961
	Iteration 34Q: 3 clusters Score -1534336 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8710 members 
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	Iteration 35Q: 3 clusters Score -1534354 nChanged 108
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Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1534379 nChanged 117
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Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1534406 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1534429 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1534451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1534470 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1534501 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1534514 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1534532 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9669 members 
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	Iteration 44Q: 3 clusters Score -1534546 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1534570 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1534591.875000 Penalty: 3127.209961
	Iteration 46Q: 3 clusters Score -1534592 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1534603.875000 Penalty: 3127.209961
	Iteration 47Q: 3 clusters Score -1534604 nChanged 87
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Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1534627 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1534645 nChanged 80
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Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1534655 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1534676 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1534681 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1534692 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1534714 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1534730 nChanged 62
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Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1534742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1534755 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1534766 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1534781 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1534790.000000 Penalty: 3127.209961
	Iteration 60F: 3 clusters Score -1534790 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1534804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1534823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1534832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1534845 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1534851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1534855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1534863.000000 Penalty: 3127.209961
	Iteration 67Q: 3 clusters Score -1534863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1534867 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1534874.000000 Penalty: 3127.209961
	Iteration 69Q: 3 clusters Score -1534874 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1534882.875000 Penalty: 3127.209961
	Iteration 70Q: 3 clusters Score -1534883 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1534885.875000 Penalty: 3127.209961
	Iteration 71Q: 3 clusters Score -1534886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1534887 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1534890.875000 Penalty: 3127.209961
	Iteration 73Q: 3 clusters Score -1534891 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1534896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1534899 nChanged 34
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Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1534908 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1534908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1534916.375000 Penalty: 3127.209961
	Iteration 78Q: 3 clusters Score -1534916 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1534923.125000 Penalty: 3127.209961
	Iteration 79Q: 3 clusters Score -1534923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1534925.625000 Penalty: 3127.209961
	Iteration 80F: 3 clusters Score -1534926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1534930.875000 Penalty: 3127.209961
	Iteration 81Q: 3 clusters Score -1534931 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1534935.750000 Penalty: 3127.209961
	Iteration 82Q: 3 clusters Score -1534936 nChanged 25
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1534937.125000 Penalty: 3127.209961
	Iteration 83Q: 3 clusters Score -1534937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1534940.375000 Penalty: 3127.209961
	Iteration 84Q: 3 clusters Score -1534940 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1534946 nChanged 20
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Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1534948.125000 Penalty: 3127.209961
	Iteration 86Q: 3 clusters Score -1534948 nChanged 16
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1534955.625000 Penalty: 3127.209961
	Iteration 87Q: 3 clusters Score -1534956 nChanged 15
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Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1534960.125000 Penalty: 3127.209961
	Iteration 88Q: 3 clusters Score -1534960 nChanged 9
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Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1534959.000000 Penalty: 3127.209961
	Iteration 89Q: 3 clusters Score -1534959 nChanged 13
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Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1534958.875000 Penalty: 3127.209961
	Iteration 90Q: 3 clusters Score -1534959 nChanged 13
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Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1534957.875000 Penalty: 3127.209961
	Iteration 91Q: 3 clusters Score -1534958 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1534959.750000 Penalty: 3127.209961
	Iteration 92Q: 3 clusters Score -1534960 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1534963.375000 Penalty: 3127.209961
	Iteration 93Q: 3 clusters Score -1534963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1534964.125000 Penalty: 3127.209961
	Iteration 94Q: 3 clusters Score -1534964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1534965.125000 Penalty: 3127.209961
	Iteration 95Q: 3 clusters Score -1534965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1534966.125000 Penalty: 3127.209961
	Iteration 96Q: 3 clusters Score -1534966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1534971.125000 Penalty: 3127.209961
	Iteration 97Q: 3 clusters Score -1534971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1534971.875000 Penalty: 3127.209961
	Iteration 98Q: 3 clusters Score -1534972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1534970.875000 Penalty: 3127.209961
	Iteration 99Q: 3 clusters Score -1534971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1534974.125000 Penalty: 3127.209961
	Iteration 100F: 3 clusters Score -1534974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1534971.500000 Penalty: 3127.209961
	Iteration 101Q: 3 clusters Score -1534972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1534972.500000 Penalty: 3127.209961
	Iteration 102Q: 3 clusters Score -1534972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1534978.375000 Penalty: 3127.209961
	Iteration 103Q: 3 clusters Score -1534978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1534978.250000 Penalty: 3127.209961
	Iteration 104Q: 3 clusters Score -1534978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1534980.625000 Penalty: 3127.209961
	Iteration 105Q: 3 clusters Score -1534981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1534979.500000 Penalty: 3127.209961
	Iteration 106Q: 3 clusters Score -1534980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1534978.500000 Penalty: 3127.209961
	Iteration 107Q: 3 clusters Score -1534978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1534977.500000 Penalty: 3127.209961
	Iteration 108Q: 3 clusters Score -1534978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1534980.625000 Penalty: 3127.209961
	Iteration 109Q: 3 clusters Score -1534981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1534979.375000 Penalty: 3127.209961
	Iteration 110Q: 3 clusters Score -1534979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1534979.000000 Penalty: 3127.209961
	Iteration 111Q: 3 clusters Score -1534979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1534979.875000 Penalty: 3127.209961
	Iteration 112Q: 3 clusters Score -1534980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1534978.500000 Penalty: 3127.209961
	Iteration 113Q: 3 clusters Score -1534978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1534977.250000 Penalty: 3127.209961
	Iteration 114Q: 3 clusters Score -1534977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1534977.625000 Penalty: 3127.209961
	Iteration 115Q: 3 clusters Score -1534978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1534980.250000 Penalty: 3127.209961
	Iteration 116Q: 3 clusters Score -1534980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1534980.000000 Penalty: 3127.209961
	Iteration 117Q: 3 clusters Score -1534980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1534980.750000 Penalty: 3127.209961
	Iteration 118Q: 3 clusters Score -1534981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1534982.375000 Penalty: 3127.209961
	Iteration 119Q: 3 clusters Score -1534982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1534983.000000 Penalty: 3127.209961
	Iteration 120F: 3 clusters Score -1534983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1534982.875000 Penalty: 3127.209961
	Iteration 121Q: 3 clusters Score -1534983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1534982.000000 Penalty: 3127.209961
	Iteration 122Q: 3 clusters Score -1534982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1534983.125000 Penalty: 3127.209961
	Iteration 123Q: 3 clusters Score -1534983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1534983.125000 Penalty: 3127.209961
	Iteration 124F: 3 clusters Score -1534983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Entering Unmasked Estep 
Score: -1076952.500000 Penalty: 1505.964966
	Iteration 0F: 2 clusters Score -1076952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1069463.125000 Penalty: 3011.929932
	Iteration 0F: 3 clusters Score -1069463 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1072050.125000 Penalty: 3011.929932
	Iteration 1F: 3 clusters Score -1072050 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1072399.375000 Penalty: 3011.929932
	Iteration 2F: 3 clusters Score -1072399 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1072744.000000 Penalty: 3011.929932
	Iteration 3F: 3 clusters Score -1072744 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1073213.500000 Penalty: 3011.929932
	Iteration 4F: 3 clusters Score -1073214 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1073809.750000 Penalty: 3011.929932
	Iteration 5F: 3 clusters Score -1073810 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1074480.375000 Penalty: 3011.929932
	Iteration 6F: 3 clusters Score -1074480 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1075035.625000 Penalty: 3011.929932
	Iteration 7F: 3 clusters Score -1075036 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1075403.250000 Penalty: 3011.929932
	Iteration 8F: 3 clusters Score -1075403 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1075622.625000 Penalty: 3011.929932
	Iteration 9Q: 3 clusters Score -1075623 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1075743.125000 Penalty: 3011.929932
	Iteration 10Q: 3 clusters Score -1075743 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1075823.000000 Penalty: 3011.929932
	Iteration 11Q: 3 clusters Score -1075823 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1075876.750000 Penalty: 3011.929932
	Iteration 12Q: 3 clusters Score -1075877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1075913.250000 Penalty: 3011.929932
	Iteration 13Q: 3 clusters Score -1075913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1075938.250000 Penalty: 3011.929932
	Iteration 14Q: 3 clusters Score -1075938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1075956.875000 Penalty: 3011.929932
	Iteration 15Q: 3 clusters Score -1075957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1075971.750000 Penalty: 3011.929932
	Iteration 16Q: 3 clusters Score -1075972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1075984.625000 Penalty: 3011.929932
	Iteration 17Q: 3 clusters Score -1075985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1075990.500000 Penalty: 3011.929932
	Iteration 18Q: 3 clusters Score -1075990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1075995.125000 Penalty: 3011.929932
	Iteration 19Q: 3 clusters Score -1075995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1076001.625000 Penalty: 3011.929932
	Iteration 20F: 3 clusters Score -1076002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1076009.375000 Penalty: 3011.929932
	Iteration 21Q: 3 clusters Score -1076009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1076015.875000 Penalty: 3011.929932
	Iteration 22Q: 3 clusters Score -1076016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1076022.625000 Penalty: 3011.929932
	Iteration 23Q: 3 clusters Score -1076023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1076025.625000 Penalty: 3011.929932
	Iteration 24Q: 3 clusters Score -1076026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1076025.875000 Penalty: 3011.929932
	Iteration 25Q: 3 clusters Score -1076026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1076029.500000 Penalty: 3011.929932
	Iteration 26Q: 3 clusters Score -1076030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1076032.125000 Penalty: 3011.929932
	Iteration 27Q: 3 clusters Score -1076032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1076034.000000 Penalty: 3011.929932
	Iteration 28Q: 3 clusters Score -1076034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1076039.500000 Penalty: 3011.929932
	Iteration 29Q: 3 clusters Score -1076040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1076042.125000 Penalty: 3011.929932
	Iteration 30Q: 3 clusters Score -1076042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1076046.000000 Penalty: 3011.929932
	Iteration 31Q: 3 clusters Score -1076046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1076050.750000 Penalty: 3011.929932
	Iteration 32Q: 3 clusters Score -1076051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1076052.500000 Penalty: 3011.929932
	Iteration 33Q: 3 clusters Score -1076052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1076051.500000 Penalty: 3011.929932
	Iteration 34Q: 3 clusters Score -1076052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1076053.125000 Penalty: 3011.929932
	Iteration 35Q: 3 clusters Score -1076053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1076056.500000 Penalty: 3011.929932
	Iteration 36Q: 3 clusters Score -1076056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1076055.875000 Penalty: 3011.929932
	Iteration 37Q: 3 clusters Score -1076056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1076059.250000 Penalty: 3011.929932
	Iteration 38Q: 3 clusters Score -1076059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1076058.750000 Penalty: 3011.929932
	Iteration 39Q: 3 clusters Score -1076059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1076060.875000 Penalty: 3011.929932
	Iteration 40F: 3 clusters Score -1076061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1076063.375000 Penalty: 3011.929932
	Iteration 41Q: 3 clusters Score -1076063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1076061.500000 Penalty: 3011.929932
	Iteration 42Q: 3 clusters Score -1076062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1076061.500000 Penalty: 3011.929932
	Iteration 43F: 3 clusters Score -1076062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Entering Unmasked Estep 
Score: -816619.250000 Penalty: 1467.241577
	Iteration 0F: 2 clusters Score -816619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -810623.625000 Penalty: 2934.483154
	Iteration 0F: 3 clusters Score -810623.6 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -812760.937500 Penalty: 2934.483154
	Iteration 1F: 3 clusters Score -812760.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -813323.187500 Penalty: 2934.483154
	Iteration 2F: 3 clusters Score -813323.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -813899.687500 Penalty: 2934.483154
	Iteration 3F: 3 clusters Score -813899.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -814399.375000 Penalty: 2934.483154
	Iteration 4F: 3 clusters Score -814399.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -814744.687500 Penalty: 2934.483154
	Iteration 5F: 3 clusters Score -814744.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -814980.937500 Penalty: 2934.483154
	Iteration 6Q: 3 clusters Score -814980.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -815154.437500 Penalty: 2934.483154
	Iteration 7Q: 3 clusters Score -815154.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -815272.625000 Penalty: 2934.483154
	Iteration 8Q: 3 clusters Score -815272.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -815352.312500 Penalty: 2934.483154
	Iteration 9Q: 3 clusters Score -815352.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -815404.937500 Penalty: 2934.483154
	Iteration 10Q: 3 clusters Score -815404.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -815441.562500 Penalty: 2934.483154
	Iteration 11Q: 3 clusters Score -815441.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -815465.562500 Penalty: 2934.483154
	Iteration 12Q: 3 clusters Score -815465.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -815489.187500 Penalty: 2934.483154
	Iteration 13Q: 3 clusters Score -815489.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -815514.562500 Penalty: 2934.483154
	Iteration 14Q: 3 clusters Score -815514.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -815536.937500 Penalty: 2934.483154
	Iteration 15Q: 3 clusters Score -815536.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -815556.437500 Penalty: 2934.483154
	Iteration 16Q: 3 clusters Score -815556.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -815577.000000 Penalty: 2934.483154
	Iteration 17Q: 3 clusters Score -815577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -815595.437500 Penalty: 2934.483154
	Iteration 18Q: 3 clusters Score -815595.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -815612.437500 Penalty: 2934.483154
	Iteration 19Q: 3 clusters Score -815612.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -815627.875000 Penalty: 2934.483154
	Iteration 20F: 3 clusters Score -815627.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -815637.875000 Penalty: 2934.483154
	Iteration 21Q: 3 clusters Score -815637.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -815642.562500 Penalty: 2934.483154
	Iteration 22Q: 3 clusters Score -815642.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -815650.687500 Penalty: 2934.483154
	Iteration 23Q: 3 clusters Score -815650.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -815660.312500 Penalty: 2934.483154
	Iteration 24Q: 3 clusters Score -815660.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -815669.312500 Penalty: 2934.483154
	Iteration 25Q: 3 clusters Score -815669.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -815673.375000 Penalty: 2934.483154
	Iteration 26Q: 3 clusters Score -815673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -815674.937500 Penalty: 2934.483154
	Iteration 27Q: 3 clusters Score -815674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -815676.750000 Penalty: 2934.483154
	Iteration 28Q: 3 clusters Score -815676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -815679.562500 Penalty: 2934.483154
	Iteration 29Q: 3 clusters Score -815679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -815677.312500 Penalty: 2934.483154
	Iteration 30Q: 3 clusters Score -815677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -815678.937500 Penalty: 2934.483154
	Iteration 31Q: 3 clusters Score -815678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -815680.125000 Penalty: 2934.483154
	Iteration 32Q: 3 clusters Score -815680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -815679.687500 Penalty: 2934.483154
	Iteration 33Q: 3 clusters Score -815679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -815679.687500 Penalty: 2934.483154
	Iteration 34F: 3 clusters Score -815679.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Entering Unmasked Estep 
Score: -2005556.250000 Penalty: 1601.459717
	Iteration 0F: 2 clusters Score -2005556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1992491.375000 Penalty: 3202.919434
	Iteration 0F: 3 clusters Score -1992491 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1997438.500000 Penalty: 3202.919434
	Iteration 1F: 3 clusters Score -1997438 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1997981.000000 Penalty: 3202.919434
	Iteration 2F: 3 clusters Score -1997981 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1998598.125000 Penalty: 3202.919434
	Iteration 3F: 3 clusters Score -1998598 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1999261.500000 Penalty: 3202.919434
	Iteration 4F: 3 clusters Score -1999262 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1999999.000000 Penalty: 3202.919434
	Iteration 5F: 3 clusters Score -1999999 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2000860.875000 Penalty: 3202.919434
	Iteration 6F: 3 clusters Score -2000861 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2001798.375000 Penalty: 3202.919434
	Iteration 7F: 3 clusters Score -2001798 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2002617.125000 Penalty: 3202.919434
	Iteration 8F: 3 clusters Score -2002617 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2003101.750000 Penalty: 3202.919434
	Iteration 9Q: 3 clusters Score -2003102 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2003339.625000 Penalty: 3202.919434
	Iteration 10Q: 3 clusters Score -2003340 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2003451.875000 Penalty: 3202.919434
	Iteration 11Q: 3 clusters Score -2003452 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2003527.750000 Penalty: 3202.919434
	Iteration 12Q: 3 clusters Score -2003528 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2003589.375000 Penalty: 3202.919434
	Iteration 13Q: 3 clusters Score -2003589 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2003629.500000 Penalty: 3202.919434
	Iteration 14Q: 3 clusters Score -2003630 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2003667.875000 Penalty: 3202.919434
	Iteration 15Q: 3 clusters Score -2003668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2003713.500000 Penalty: 3202.919434
	Iteration 16Q: 3 clusters Score -2003714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2003746.500000 Penalty: 3202.919434
	Iteration 17Q: 3 clusters Score -2003746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2003769.000000 Penalty: 3202.919434
	Iteration 18Q: 3 clusters Score -2003769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2003788.125000 Penalty: 3202.919434
	Iteration 19Q: 3 clusters Score -2003788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2003809.000000 Penalty: 3202.919434
	Iteration 20F: 3 clusters Score -2003809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2003826.375000 Penalty: 3202.919434
	Iteration 21Q: 3 clusters Score -2003826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2003834.875000 Penalty: 3202.919434
	Iteration 22Q: 3 clusters Score -2003835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2003848.250000 Penalty: 3202.919434
	Iteration 23Q: 3 clusters Score -2003848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2003868.125000 Penalty: 3202.919434
	Iteration 24Q: 3 clusters Score -2003868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2003880.000000 Penalty: 3202.919434
	Iteration 25Q: 3 clusters Score -2003880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2003897.625000 Penalty: 3202.919434
	Iteration 26Q: 3 clusters Score -2003898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2003906.500000 Penalty: 3202.919434
	Iteration 27Q: 3 clusters Score -2003906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2003922.625000 Penalty: 3202.919434
	Iteration 28Q: 3 clusters Score -2003923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2003938.500000 Penalty: 3202.919434
	Iteration 29Q: 3 clusters Score -2003938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2003938.625000 Penalty: 3202.919434
	Iteration 30Q: 3 clusters Score -2003939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2003961.000000 Penalty: 3202.919434
	Iteration 31Q: 3 clusters Score -2003961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2003975.250000 Penalty: 3202.919434
	Iteration 32Q: 3 clusters Score -2003975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2003985.250000 Penalty: 3202.919434
	Iteration 33Q: 3 clusters Score -2003985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2003998.500000 Penalty: 3202.919434
	Iteration 34Q: 3 clusters Score -2003998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2003997.750000 Penalty: 3202.919434
	Iteration 35Q: 3 clusters Score -2003998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2004008.625000 Penalty: 3202.919434
	Iteration 36Q: 3 clusters Score -2004009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2004015.625000 Penalty: 3202.919434
	Iteration 37Q: 3 clusters Score -2004016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2004015.750000 Penalty: 3202.919434
	Iteration 38Q: 3 clusters Score -2004016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2004021.750000 Penalty: 3202.919434
	Iteration 39Q: 3 clusters Score -2004022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2004022.625000 Penalty: 3202.919434
	Iteration 40F: 3 clusters Score -2004023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2004030.875000 Penalty: 3202.919434
	Iteration 41Q: 3 clusters Score -2004031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2004039.875000 Penalty: 3202.919434
	Iteration 42Q: 3 clusters Score -2004040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2004041.125000 Penalty: 3202.919434
	Iteration 43Q: 3 clusters Score -2004041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2004046.750000 Penalty: 3202.919434
	Iteration 44Q: 3 clusters Score -2004047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2004055.500000 Penalty: 3202.919434
	Iteration 45Q: 3 clusters Score -2004056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2004069.125000 Penalty: 3202.919434
	Iteration 46Q: 3 clusters Score -2004069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2004069.500000 Penalty: 3202.919434
	Iteration 47Q: 3 clusters Score -2004070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2004080.125000 Penalty: 3202.919434
	Iteration 48Q: 3 clusters Score -2004080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2004085.875000 Penalty: 3202.919434
	Iteration 49Q: 3 clusters Score -2004086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2004092.500000 Penalty: 3202.919434
	Iteration 50Q: 3 clusters Score -2004092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2004096.750000 Penalty: 3202.919434
	Iteration 51Q: 3 clusters Score -2004097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2004107.375000 Penalty: 3202.919434
	Iteration 52Q: 3 clusters Score -2004107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2004119.875000 Penalty: 3202.919434
	Iteration 53Q: 3 clusters Score -2004120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2004130.500000 Penalty: 3202.919434
	Iteration 54Q: 3 clusters Score -2004130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2004135.000000 Penalty: 3202.919434
	Iteration 55Q: 3 clusters Score -2004135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2004135.250000 Penalty: 3202.919434
	Iteration 56Q: 3 clusters Score -2004135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2004145.125000 Penalty: 3202.919434
	Iteration 57Q: 3 clusters Score -2004145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2004154.250000 Penalty: 3202.919434
	Iteration 58Q: 3 clusters Score -2004154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2004161.375000 Penalty: 3202.919434
	Iteration 59Q: 3 clusters Score -2004161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2004158.625000 Penalty: 3202.919434
	Iteration 60F: 3 clusters Score -2004159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2004167.750000 Penalty: 3202.919434
	Iteration 61Q: 3 clusters Score -2004168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2004171.625000 Penalty: 3202.919434
	Iteration 62Q: 3 clusters Score -2004172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2004178.250000 Penalty: 3202.919434
	Iteration 63Q: 3 clusters Score -2004178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2004179.375000 Penalty: 3202.919434
	Iteration 64Q: 3 clusters Score -2004179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2004183.750000 Penalty: 3202.919434
	Iteration 65Q: 3 clusters Score -2004184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2004185.125000 Penalty: 3202.919434
	Iteration 66Q: 3 clusters Score -2004185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2004192.250000 Penalty: 3202.919434
	Iteration 67Q: 3 clusters Score -2004192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2004193.750000 Penalty: 3202.919434
	Iteration 68Q: 3 clusters Score -2004194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2004194.375000 Penalty: 3202.919434
	Iteration 69Q: 3 clusters Score -2004194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2004194.625000 Penalty: 3202.919434
	Iteration 70Q: 3 clusters Score -2004195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2004199.000000 Penalty: 3202.919434
	Iteration 71Q: 3 clusters Score -2004199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2004197.625000 Penalty: 3202.919434
	Iteration 72Q: 3 clusters Score -2004198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2004193.125000 Penalty: 3202.919434
	Iteration 73Q: 3 clusters Score -2004193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2004193.750000 Penalty: 3202.919434
	Iteration 74Q: 3 clusters Score -2004194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2004195.500000 Penalty: 3202.919434
	Iteration 75Q: 3 clusters Score -2004196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2004200.000000 Penalty: 3202.919434
	Iteration 76Q: 3 clusters Score -2004200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2004201.750000 Penalty: 3202.919434
	Iteration 77Q: 3 clusters Score -2004202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2004201.875000 Penalty: 3202.919434
	Iteration 78Q: 3 clusters Score -2004202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2004203.500000 Penalty: 3202.919434
	Iteration 79Q: 3 clusters Score -2004204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2004210.125000 Penalty: 3202.919434
	Iteration 80F: 3 clusters Score -2004210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2004213.000000 Penalty: 3202.919434
	Iteration 81Q: 3 clusters Score -2004213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2004216.875000 Penalty: 3202.919434
	Iteration 82Q: 3 clusters Score -2004217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2004215.875000 Penalty: 3202.919434
	Iteration 83Q: 3 clusters Score -2004216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2004215.750000 Penalty: 3202.919434
	Iteration 84Q: 3 clusters Score -2004216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2004213.000000 Penalty: 3202.919434
	Iteration 85Q: 3 clusters Score -2004213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2004220.375000 Penalty: 3202.919434
	Iteration 86Q: 3 clusters Score -2004220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2004226.875000 Penalty: 3202.919434
	Iteration 87Q: 3 clusters Score -2004227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2004226.125000 Penalty: 3202.919434
	Iteration 88Q: 3 clusters Score -2004226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2004229.875000 Penalty: 3202.919434
	Iteration 89Q: 3 clusters Score -2004230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2004229.875000 Penalty: 3202.919434
	Iteration 90Q: 3 clusters Score -2004230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2004232.375000 Penalty: 3202.919434
	Iteration 91Q: 3 clusters Score -2004232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2004238.125000 Penalty: 3202.919434
	Iteration 92Q: 3 clusters Score -2004238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2004242.000000 Penalty: 3202.919434
	Iteration 93Q: 3 clusters Score -2004242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2004247.500000 Penalty: 3202.919434
	Iteration 94Q: 3 clusters Score -2004248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2004250.125000 Penalty: 3202.919434
	Iteration 95Q: 3 clusters Score -2004250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2004248.375000 Penalty: 3202.919434
	Iteration 96Q: 3 clusters Score -2004248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2004249.000000 Penalty: 3202.919434
	Iteration 97Q: 3 clusters Score -2004249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2004252.625000 Penalty: 3202.919434
	Iteration 98Q: 3 clusters Score -2004253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2004252.250000 Penalty: 3202.919434
	Iteration 99Q: 3 clusters Score -2004252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2004253.000000 Penalty: 3202.919434
	Iteration 100F: 3 clusters Score -2004253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2004252.875000 Penalty: 3202.919434
	Iteration 101Q: 3 clusters Score -2004253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2004250.125000 Penalty: 3202.919434
	Iteration 102Q: 3 clusters Score -2004250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2004251.875000 Penalty: 3202.919434
	Iteration 103Q: 3 clusters Score -2004252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2004252.875000 Penalty: 3202.919434
	Iteration 104Q: 3 clusters Score -2004253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2004253.750000 Penalty: 3202.919434
	Iteration 105Q: 3 clusters Score -2004254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2004253.750000 Penalty: 3202.919434
	Iteration 106Q: 3 clusters Score -2004254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2004257.375000 Penalty: 3202.919434
	Iteration 107Q: 3 clusters Score -2004257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2004252.875000 Penalty: 3202.919434
	Iteration 108Q: 3 clusters Score -2004253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2004254.750000 Penalty: 3202.919434
	Iteration 109Q: 3 clusters Score -2004255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2004259.250000 Penalty: 3202.919434
	Iteration 110Q: 3 clusters Score -2004259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2004264.500000 Penalty: 3202.919434
	Iteration 111Q: 3 clusters Score -2004264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2004266.625000 Penalty: 3202.919434
	Iteration 112Q: 3 clusters Score -2004267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2004266.250000 Penalty: 3202.919434
	Iteration 113Q: 3 clusters Score -2004266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2004275.750000 Penalty: 3202.919434
	Iteration 114Q: 3 clusters Score -2004276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2004274.000000 Penalty: 3202.919434
	Iteration 115Q: 3 clusters Score -2004274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2004281.125000 Penalty: 3202.919434
	Iteration 116Q: 3 clusters Score -2004281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2004277.500000 Penalty: 3202.919434
	Iteration 117Q: 3 clusters Score -2004278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2004286.500000 Penalty: 3202.919434
	Iteration 118Q: 3 clusters Score -2004286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2004292.625000 Penalty: 3202.919434
	Iteration 119Q: 3 clusters Score -2004293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2004297.875000 Penalty: 3202.919434
	Iteration 120F: 3 clusters Score -2004298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2004301.625000 Penalty: 3202.919434
	Iteration 121Q: 3 clusters Score -2004302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2004302.250000 Penalty: 3202.919434
	Iteration 122Q: 3 clusters Score -2004302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2004305.000000 Penalty: 3202.919434
	Iteration 123Q: 3 clusters Score -2004305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2004310.750000 Penalty: 3202.919434
	Iteration 124Q: 3 clusters Score -2004311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2004311.375000 Penalty: 3202.919434
	Iteration 125Q: 3 clusters Score -2004311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2004314.625000 Penalty: 3202.919434
	Iteration 126Q: 3 clusters Score -2004315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2004321.500000 Penalty: 3202.919434
	Iteration 127Q: 3 clusters Score -2004322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2004323.625000 Penalty: 3202.919434
	Iteration 128Q: 3 clusters Score -2004324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2004326.500000 Penalty: 3202.919434
	Iteration 129Q: 3 clusters Score -2004326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2004333.250000 Penalty: 3202.919434
	Iteration 130Q: 3 clusters Score -2004333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2004332.375000 Penalty: 3202.919434
	Iteration 131Q: 3 clusters Score -2004332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2004335.125000 Penalty: 3202.919434
	Iteration 132Q: 3 clusters Score -2004335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2004335.625000 Penalty: 3202.919434
	Iteration 133Q: 3 clusters Score -2004336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2004337.875000 Penalty: 3202.919434
	Iteration 134Q: 3 clusters Score -2004338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2004338.875000 Penalty: 3202.919434
	Iteration 135Q: 3 clusters Score -2004339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2004341.500000 Penalty: 3202.919434
	Iteration 136Q: 3 clusters Score -2004342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2004340.875000 Penalty: 3202.919434
	Iteration 137Q: 3 clusters Score -2004341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2004345.375000 Penalty: 3202.919434
	Iteration 138Q: 3 clusters Score -2004345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2004347.125000 Penalty: 3202.919434
	Iteration 139Q: 3 clusters Score -2004347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2004347.625000 Penalty: 3202.919434
	Iteration 140F: 3 clusters Score -2004348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2004345.250000 Penalty: 3202.919434
	Iteration 141Q: 3 clusters Score -2004345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2004345.250000 Penalty: 3202.919434
	Iteration 142F: 3 clusters Score -2004345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -289219.281250 Penalty: 1317.161499
	Iteration 0F: 2 clusters Score -289219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -286324.562500 Penalty: 2634.322998
	Iteration 0F: 3 clusters Score -286324.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -287469.781250 Penalty: 2634.322998
	Iteration 1F: 3 clusters Score -287469.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -287918.593750 Penalty: 2634.322998
	Iteration 2F: 3 clusters Score -287918.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -288138.187500 Penalty: 2634.322998
	Iteration 3F: 3 clusters Score -288138.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -288230.656250 Penalty: 2634.322998
	Iteration 4Q: 3 clusters Score -288230.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -288302.781250 Penalty: 2634.322998
	Iteration 5Q: 3 clusters Score -288302.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -288359.062500 Penalty: 2634.322998
	Iteration 6Q: 3 clusters Score -288359.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -288410.031250 Penalty: 2634.322998
	Iteration 7Q: 3 clusters Score -288410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -288467.375000 Penalty: 2634.322998
	Iteration 8Q: 3 clusters Score -288467.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288541.312500 Penalty: 2634.322998
	Iteration 9Q: 3 clusters Score -288541.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288604.468750 Penalty: 2634.322998
	Iteration 10Q: 3 clusters Score -288604.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288655.625000 Penalty: 2634.322998
	Iteration 11Q: 3 clusters Score -288655.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -288694.281250 Penalty: 2634.322998
	Iteration 12Q: 3 clusters Score -288694.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288737.937500 Penalty: 2634.322998
	Iteration 13Q: 3 clusters Score -288737.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -288793.562500 Penalty: 2634.322998
	Iteration 14Q: 3 clusters Score -288793.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -288846.156250 Penalty: 2634.322998
	Iteration 15Q: 3 clusters Score -288846.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -288889.968750 Penalty: 2634.322998
	Iteration 16Q: 3 clusters Score -288890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288925.562500 Penalty: 2634.322998
	Iteration 17Q: 3 clusters Score -288925.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288943.156250 Penalty: 2634.322998
	Iteration 18Q: 3 clusters Score -288943.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288958.406250 Penalty: 2634.322998
	Iteration 19Q: 3 clusters Score -288958.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288974.218750 Penalty: 2634.322998
	Iteration 20F: 3 clusters Score -288974.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288987.906250 Penalty: 2634.322998
	Iteration 21Q: 3 clusters Score -288987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -289003.093750 Penalty: 2634.322998
	Iteration 22Q: 3 clusters Score -289003.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -289017.687500 Penalty: 2634.322998
	Iteration 23Q: 3 clusters Score -289017.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289038.531250 Penalty: 2634.322998
	Iteration 24Q: 3 clusters Score -289038.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289066.593750 Penalty: 2634.322998
	Iteration 25Q: 3 clusters Score -289066.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289095.843750 Penalty: 2634.322998
	Iteration 26Q: 3 clusters Score -289095.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289124.875000 Penalty: 2634.322998
	Iteration 27Q: 3 clusters Score -289124.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289143.593750 Penalty: 2634.322998
	Iteration 28Q: 3 clusters Score -289143.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289152.812500 Penalty: 2634.322998
	Iteration 29Q: 3 clusters Score -289152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289161.343750 Penalty: 2634.322998
	Iteration 30Q: 3 clusters Score -289161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289168.093750 Penalty: 2634.322998
	Iteration 31Q: 3 clusters Score -289168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289176.937500 Penalty: 2634.322998
	Iteration 32Q: 3 clusters Score -289176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289182.906250 Penalty: 2634.322998
	Iteration 33Q: 3 clusters Score -289182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289186.375000 Penalty: 2634.322998
	Iteration 34Q: 3 clusters Score -289186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -289190.500000 Penalty: 2634.322998
	Iteration 35Q: 3 clusters Score -289190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289195.531250 Penalty: 2634.322998
	Iteration 36Q: 3 clusters Score -289195.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -289200.875000 Penalty: 2634.322998
	Iteration 37Q: 3 clusters Score -289200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289203.718750 Penalty: 2634.322998
	Iteration 38Q: 3 clusters Score -289203.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289206.937500 Penalty: 2634.322998
	Iteration 39Q: 3 clusters Score -289206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289213.781250 Penalty: 2634.322998
	Iteration 40F: 3 clusters Score -289213.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289220.718750 Penalty: 2634.322998
	Iteration 41Q: 3 clusters Score -289220.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -289225.718750 Penalty: 2634.322998
	Iteration 42Q: 3 clusters Score -289225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -289230.562500 Penalty: 2634.322998
	Iteration 43Q: 3 clusters Score -289230.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -289234.156250 Penalty: 2634.322998
	Iteration 44Q: 3 clusters Score -289234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289235.750000 Penalty: 2634.322998
	Iteration 45Q: 3 clusters Score -289235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289238.843750 Penalty: 2634.322998
	Iteration 46Q: 3 clusters Score -289238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289242.312500 Penalty: 2634.322998
	Iteration 47Q: 3 clusters Score -289242.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289244.750000 Penalty: 2634.322998
	Iteration 48Q: 3 clusters Score -289244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289246.781250 Penalty: 2634.322998
	Iteration 49Q: 3 clusters Score -289246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -289248.843750 Penalty: 2634.322998
	Iteration 50Q: 3 clusters Score -289248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -289250.312500 Penalty: 2634.322998
	Iteration 51Q: 3 clusters Score -289250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -289250.437500 Penalty: 2634.322998
	Iteration 52Q: 3 clusters Score -289250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289250.500000 Penalty: 2634.322998
	Iteration 53Q: 3 clusters Score -289250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -289250.937500 Penalty: 2634.322998
	Iteration 54Q: 3 clusters Score -289250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289251.000000 Penalty: 2634.322998
	Iteration 55Q: 3 clusters Score -289251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289251.000000 Penalty: 2634.322998
	Iteration 56F: 3 clusters Score -289251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 38331 members 
Mstep: Class 17 contains 125990 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99302 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155129 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 187258 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31161 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8343 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28674 members 
Mstep: Class 46 contains 3277 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2915 members 
Mstep: Class 50 contains 1248 members 
Entering Unmasked Estep 
Score: -154063472.000000 Penalty: 115734.070312
Splitting cluster 42 changes total score from -154064480.000000 to -154063472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -612232.437500 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -612232.4 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 2998 members 
Entering Unmasked Estep 
Score: -607617.375000 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -607617.4 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -608922.375000 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -608922.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -609162.625000 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -609162.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -609369.875000 Penalty: 2831.593750
	Iteration 3F: 3 clusters Score -609369.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -609554.187500 Penalty: 2831.593750
	Iteration 4Q: 3 clusters Score -609554.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -609734.500000 Penalty: 2831.593750
	Iteration 5Q: 3 clusters Score -609734.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -609930.812500 Penalty: 2831.593750
	Iteration 6Q: 3 clusters Score -609930.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -610102.937500 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -610102.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -610282.562500 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -610282.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -610412.937500 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -610412.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -610509.750000 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -610509.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -610590.500000 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -610590.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -610650.500000 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -610650.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -610691.812500 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -610691.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -610719.312500 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -610719.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -610737.812500 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -610737.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -610755.500000 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -610755.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -610769.687500 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -610769.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -610787.687500 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -610787.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -610799.625000 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -610799.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -610809.437500 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -610809.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -610817.875000 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -610817.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -610826.500000 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -610826.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -610833.625000 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -610833.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -610842.562500 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -610842.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -610856.062500 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -610856.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -610865.125000 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -610865.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -610868.875000 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -610868.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -610877.437500 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -610877.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -610884.750000 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -610884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -610895.250000 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -610895.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -610901.562500 Penalty: 2831.593750
	Iteration 31Q: 3 clusters Score -610901.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -610905.187500 Penalty: 2831.593750
	Iteration 32Q: 3 clusters Score -610905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -610908.812500 Penalty: 2831.593750
	Iteration 33Q: 3 clusters Score -610908.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -610912.687500 Penalty: 2831.593750
	Iteration 34Q: 3 clusters Score -610912.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -610917.250000 Penalty: 2831.593750
	Iteration 35Q: 3 clusters Score -610917.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -610919.250000 Penalty: 2831.593750
	Iteration 36Q: 3 clusters Score -610919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -610922.437500 Penalty: 2831.593750
	Iteration 37Q: 3 clusters Score -610922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -610924.750000 Penalty: 2831.593750
	Iteration 38Q: 3 clusters Score -610924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -610926.562500 Penalty: 2831.593750
	Iteration 39Q: 3 clusters Score -610926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -610929.937500 Penalty: 2831.593750
	Iteration 40F: 3 clusters Score -610929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -610929.625000 Penalty: 2831.593750
	Iteration 41Q: 3 clusters Score -610929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -610932.875000 Penalty: 2831.593750
	Iteration 42Q: 3 clusters Score -610932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -610933.062500 Penalty: 2831.593750
	Iteration 43Q: 3 clusters Score -610933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -610932.687500 Penalty: 2831.593750
	Iteration 44Q: 3 clusters Score -610932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -610932.687500 Penalty: 2831.593750
	Iteration 45Q: 3 clusters Score -610932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -610934.062500 Penalty: 2831.593750
	Iteration 46Q: 3 clusters Score -610934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -610935.687500 Penalty: 2831.593750
	Iteration 47Q: 3 clusters Score -610935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -610935.750000 Penalty: 2831.593750
	Iteration 48Q: 3 clusters Score -610935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -610936.687500 Penalty: 2831.593750
	Iteration 49Q: 3 clusters Score -610936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -610937.562500 Penalty: 2831.593750
	Iteration 50Q: 3 clusters Score -610937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -610939.750000 Penalty: 2831.593750
	Iteration 51Q: 3 clusters Score -610939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -610940.625000 Penalty: 2831.593750
	Iteration 52Q: 3 clusters Score -610940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -610941.125000 Penalty: 2831.593750
	Iteration 53Q: 3 clusters Score -610941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -610941.250000 Penalty: 2831.593750
	Iteration 54Q: 3 clusters Score -610941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -610940.437500 Penalty: 2831.593750
	Iteration 55Q: 3 clusters Score -610940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -610941.312500 Penalty: 2831.593750
	Iteration 56Q: 3 clusters Score -610941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -610940.937500 Penalty: 2831.593750
	Iteration 57Q: 3 clusters Score -610940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -610941.500000 Penalty: 2831.593750
	Iteration 58Q: 3 clusters Score -610941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -610941.500000 Penalty: 2831.593750
	Iteration 59Q: 3 clusters Score -610941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -610941.250000 Penalty: 2831.593750
	Iteration 60F: 3 clusters Score -610941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -610942.500000 Penalty: 2831.593750
	Iteration 61Q: 3 clusters Score -610942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -610943.625000 Penalty: 2831.593750
	Iteration 62Q: 3 clusters Score -610943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -610944.125000 Penalty: 2831.593750
	Iteration 63Q: 3 clusters Score -610944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -610944.750000 Penalty: 2831.593750
	Iteration 64Q: 3 clusters Score -610944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -610945.625000 Penalty: 2831.593750
	Iteration 65Q: 3 clusters Score -610945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -610945.625000 Penalty: 2831.593750
	Iteration 66F: 3 clusters Score -610945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -516606.718750 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -516606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -512539.187500 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -512539.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -513786.593750 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -513786.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -514126.562500 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -514126.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -514439.906250 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -514439.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -514727.312500 Penalty: 2782.455566
	Iteration 4F: 3 clusters Score -514727.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -514939.687500 Penalty: 2782.455566
	Iteration 5F: 3 clusters Score -514939.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -515084.062500 Penalty: 2782.455566
	Iteration 6Q: 3 clusters Score -515084.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -515182.906250 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -515182.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -515249.781250 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -515249.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -515289.906250 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -515289.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -515325.156250 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -515325.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -515353.343750 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -515353.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -515370.406250 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -515370.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -515382.062500 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -515382.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -515388.781250 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -515388.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -515395.312500 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -515395.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -515400.562500 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -515400.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -515406.718750 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -515406.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -515410.937500 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -515410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -515413.000000 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -515413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -515413.531250 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -515413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -515413.687500 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -515413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -515416.437500 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -515416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -515418.937500 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -515418.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -515419.656250 Penalty: 2782.455566
	Iteration 24Q: 3 clusters Score -515419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -515420.937500 Penalty: 2782.455566
	Iteration 25Q: 3 clusters Score -515420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -515421.687500 Penalty: 2782.455566
	Iteration 26Q: 3 clusters Score -515421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -515422.218750 Penalty: 2782.455566
	Iteration 27Q: 3 clusters Score -515422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -515422.218750 Penalty: 2782.455566
	Iteration 28Q: 3 clusters Score -515422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -515421.906250 Penalty: 2782.455566
	Iteration 29Q: 3 clusters Score -515421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -515422.343750 Penalty: 2782.455566
	Iteration 30Q: 3 clusters Score -515422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -515423.156250 Penalty: 2782.455566
	Iteration 31Q: 3 clusters Score -515423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -515423.500000 Penalty: 2782.455566
	Iteration 32Q: 3 clusters Score -515423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -515423.812500 Penalty: 2782.455566
	Iteration 33Q: 3 clusters Score -515423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -515423.781250 Penalty: 2782.455566
	Iteration 34Q: 3 clusters Score -515423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -515424.406250 Penalty: 2782.455566
	Iteration 35Q: 3 clusters Score -515424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -515425.656250 Penalty: 2782.455566
	Iteration 36Q: 3 clusters Score -515425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -515429.468750 Penalty: 2782.455566
	Iteration 37Q: 3 clusters Score -515429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -515431.000000 Penalty: 2782.455566
	Iteration 38Q: 3 clusters Score -515431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -515432.531250 Penalty: 2782.455566
	Iteration 39Q: 3 clusters Score -515432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -515433.031250 Penalty: 2782.455566
	Iteration 40F: 3 clusters Score -515433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -515435.906250 Penalty: 2782.455566
	Iteration 41Q: 3 clusters Score -515435.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -515437.093750 Penalty: 2782.455566
	Iteration 42Q: 3 clusters Score -515437.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -515437.281250 Penalty: 2782.455566
	Iteration 43Q: 3 clusters Score -515437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -515438.000000 Penalty: 2782.455566
	Iteration 44Q: 3 clusters Score -515438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -515440.750000 Penalty: 2782.455566
	Iteration 45Q: 3 clusters Score -515440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -515440.718750 Penalty: 2782.455566
	Iteration 46Q: 3 clusters Score -515440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -515440.531250 Penalty: 2782.455566
	Iteration 47Q: 3 clusters Score -515440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -515440.531250 Penalty: 2782.455566
	Iteration 48F: 3 clusters Score -515440.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (28674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Entering Unmasked Estep 
Score: -2925709.750000 Penalty: 1667.858765
	Iteration 0F: 2 clusters Score -2925710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2906276.500000 Penalty: 3335.717529
	Iteration 0F: 3 clusters Score -2906276 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2913702.500000 Penalty: 3335.717529
	Iteration 1F: 3 clusters Score -2913702 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2914075.750000 Penalty: 3335.717529
	Iteration 2Q: 3 clusters Score -2914076 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2914459.500000 Penalty: 3335.717529
	Iteration 3Q: 3 clusters Score -2914460 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2914900.750000 Penalty: 3335.717529
	Iteration 4Q: 3 clusters Score -2914901 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2915417.250000 Penalty: 3335.717529
	Iteration 5Q: 3 clusters Score -2915417 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2916018.000000 Penalty: 3335.717529
	Iteration 6Q: 3 clusters Score -2916018 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2916795.500000 Penalty: 3335.717529
	Iteration 7Q: 3 clusters Score -2916796 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2917639.750000 Penalty: 3335.717529
	Iteration 8F: 3 clusters Score -2917640 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2918615.250000 Penalty: 3335.717529
	Iteration 9F: 3 clusters Score -2918615 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2919586.500000 Penalty: 3335.717529
	Iteration 10F: 3 clusters Score -2919586 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2920499.750000 Penalty: 3335.717529
	Iteration 11F: 3 clusters Score -2920500 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2921167.250000 Penalty: 3335.717529
	Iteration 12Q: 3 clusters Score -2921167 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2921560.500000 Penalty: 3335.717529
	Iteration 13Q: 3 clusters Score -2921560 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2921845.000000 Penalty: 3335.717529
	Iteration 14Q: 3 clusters Score -2921845 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2922049.250000 Penalty: 3335.717529
	Iteration 15Q: 3 clusters Score -2922049 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2922181.000000 Penalty: 3335.717529
	Iteration 16Q: 3 clusters Score -2922181 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2922313.500000 Penalty: 3335.717529
	Iteration 17Q: 3 clusters Score -2922314 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2922382.000000 Penalty: 3335.717529
	Iteration 18Q: 3 clusters Score -2922382 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2922438.250000 Penalty: 3335.717529
	Iteration 19Q: 3 clusters Score -2922438 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2922490.250000 Penalty: 3335.717529
	Iteration 20F: 3 clusters Score -2922490 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2922534.500000 Penalty: 3335.717529
	Iteration 21Q: 3 clusters Score -2922534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2922566.000000 Penalty: 3335.717529
	Iteration 22Q: 3 clusters Score -2922566 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2922591.000000 Penalty: 3335.717529
	Iteration 23Q: 3 clusters Score -2922591 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2922614.250000 Penalty: 3335.717529
	Iteration 24Q: 3 clusters Score -2922614 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2922641.500000 Penalty: 3335.717529
	Iteration 25Q: 3 clusters Score -2922642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2922676.250000 Penalty: 3335.717529
	Iteration 26Q: 3 clusters Score -2922676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2922715.250000 Penalty: 3335.717529
	Iteration 27Q: 3 clusters Score -2922715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2922740.500000 Penalty: 3335.717529
	Iteration 28Q: 3 clusters Score -2922740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2922749.250000 Penalty: 3335.717529
	Iteration 29Q: 3 clusters Score -2922749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2922751.250000 Penalty: 3335.717529
	Iteration 30Q: 3 clusters Score -2922751 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2922764.250000 Penalty: 3335.717529
	Iteration 31Q: 3 clusters Score -2922764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2922786.750000 Penalty: 3335.717529
	Iteration 32Q: 3 clusters Score -2922787 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2922796.500000 Penalty: 3335.717529
	Iteration 33Q: 3 clusters Score -2922796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2922818.750000 Penalty: 3335.717529
	Iteration 34Q: 3 clusters Score -2922819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2922816.000000 Penalty: 3335.717529
	Iteration 35Q: 3 clusters Score -2922816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2922832.500000 Penalty: 3335.717529
	Iteration 36Q: 3 clusters Score -2922832 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2922852.250000 Penalty: 3335.717529
	Iteration 37Q: 3 clusters Score -2922852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2922854.750000 Penalty: 3335.717529
	Iteration 38Q: 3 clusters Score -2922855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2922868.750000 Penalty: 3335.717529
	Iteration 39Q: 3 clusters Score -2922869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2922884.750000 Penalty: 3335.717529
	Iteration 40F: 3 clusters Score -2922885 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2922898.250000 Penalty: 3335.717529
	Iteration 41Q: 3 clusters Score -2922898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2922907.250000 Penalty: 3335.717529
	Iteration 42Q: 3 clusters Score -2922907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2922906.250000 Penalty: 3335.717529
	Iteration 43Q: 3 clusters Score -2922906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2922924.500000 Penalty: 3335.717529
	Iteration 44Q: 3 clusters Score -2922924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2922932.000000 Penalty: 3335.717529
	Iteration 45Q: 3 clusters Score -2922932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2922945.250000 Penalty: 3335.717529
	Iteration 46Q: 3 clusters Score -2922945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2922947.000000 Penalty: 3335.717529
	Iteration 47Q: 3 clusters Score -2922947 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2922960.500000 Penalty: 3335.717529
	Iteration 48Q: 3 clusters Score -2922960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2922979.750000 Penalty: 3335.717529
	Iteration 49Q: 3 clusters Score -2922980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2922996.000000 Penalty: 3335.717529
	Iteration 50Q: 3 clusters Score -2922996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2923001.000000 Penalty: 3335.717529
	Iteration 51Q: 3 clusters Score -2923001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2923005.000000 Penalty: 3335.717529
	Iteration 52Q: 3 clusters Score -2923005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2923014.500000 Penalty: 3335.717529
	Iteration 53Q: 3 clusters Score -2923014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2923021.250000 Penalty: 3335.717529
	Iteration 54Q: 3 clusters Score -2923021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2923030.250000 Penalty: 3335.717529
	Iteration 55Q: 3 clusters Score -2923030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2923044.500000 Penalty: 3335.717529
	Iteration 56Q: 3 clusters Score -2923044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2923059.500000 Penalty: 3335.717529
	Iteration 57Q: 3 clusters Score -2923060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2923065.750000 Penalty: 3335.717529
	Iteration 58Q: 3 clusters Score -2923066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2923077.250000 Penalty: 3335.717529
	Iteration 59Q: 3 clusters Score -2923077 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2923076.500000 Penalty: 3335.717529
	Iteration 60F: 3 clusters Score -2923076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2923084.750000 Penalty: 3335.717529
	Iteration 61Q: 3 clusters Score -2923085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2923085.500000 Penalty: 3335.717529
	Iteration 62Q: 3 clusters Score -2923086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2923097.000000 Penalty: 3335.717529
	Iteration 63Q: 3 clusters Score -2923097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2923095.000000 Penalty: 3335.717529
	Iteration 64Q: 3 clusters Score -2923095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2923108.500000 Penalty: 3335.717529
	Iteration 65Q: 3 clusters Score -2923108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2923110.000000 Penalty: 3335.717529
	Iteration 66Q: 3 clusters Score -2923110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2923131.750000 Penalty: 3335.717529
	Iteration 67Q: 3 clusters Score -2923132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2923131.750000 Penalty: 3335.717529
	Iteration 68Q: 3 clusters Score -2923132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2923161.500000 Penalty: 3335.717529
	Iteration 69Q: 3 clusters Score -2923162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2923182.000000 Penalty: 3335.717529
	Iteration 70Q: 3 clusters Score -2923182 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2923194.750000 Penalty: 3335.717529
	Iteration 71Q: 3 clusters Score -2923195 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2923227.000000 Penalty: 3335.717529
	Iteration 72Q: 3 clusters Score -2923227 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2923266.250000 Penalty: 3335.717529
	Iteration 73Q: 3 clusters Score -2923266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2923289.500000 Penalty: 3335.717529
	Iteration 74Q: 3 clusters Score -2923290 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2923320.000000 Penalty: 3335.717529
	Iteration 75Q: 3 clusters Score -2923320 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2923354.250000 Penalty: 3335.717529
	Iteration 76Q: 3 clusters Score -2923354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2923387.750000 Penalty: 3335.717529
	Iteration 77Q: 3 clusters Score -2923388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2923424.500000 Penalty: 3335.717529
	Iteration 78Q: 3 clusters Score -2923424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2923458.750000 Penalty: 3335.717529
	Iteration 79Q: 3 clusters Score -2923459 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2923490.750000 Penalty: 3335.717529
	Iteration 80F: 3 clusters Score -2923491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2923532.500000 Penalty: 3335.717529
	Iteration 81Q: 3 clusters Score -2923532 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2923569.000000 Penalty: 3335.717529
	Iteration 82Q: 3 clusters Score -2923569 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2923601.250000 Penalty: 3335.717529
	Iteration 83Q: 3 clusters Score -2923601 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2923631.750000 Penalty: 3335.717529
	Iteration 84Q: 3 clusters Score -2923632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2923639.500000 Penalty: 3335.717529
	Iteration 85Q: 3 clusters Score -2923640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2923663.500000 Penalty: 3335.717529
	Iteration 86Q: 3 clusters Score -2923664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -2923681.250000 Penalty: 3335.717529
	Iteration 87Q: 3 clusters Score -2923681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2923694.750000 Penalty: 3335.717529
	Iteration 88Q: 3 clusters Score -2923695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2923708.250000 Penalty: 3335.717529
	Iteration 89Q: 3 clusters Score -2923708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2923720.250000 Penalty: 3335.717529
	Iteration 90Q: 3 clusters Score -2923720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2923746.750000 Penalty: 3335.717529
	Iteration 91Q: 3 clusters Score -2923747 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2923763.250000 Penalty: 3335.717529
	Iteration 92Q: 3 clusters Score -2923763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2923770.000000 Penalty: 3335.717529
	Iteration 93Q: 3 clusters Score -2923770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2923781.750000 Penalty: 3335.717529
	Iteration 94Q: 3 clusters Score -2923782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2923786.500000 Penalty: 3335.717529
	Iteration 95Q: 3 clusters Score -2923786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2923799.000000 Penalty: 3335.717529
	Iteration 96Q: 3 clusters Score -2923799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -2923804.500000 Penalty: 3335.717529
	Iteration 97Q: 3 clusters Score -2923804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2923804.250000 Penalty: 3335.717529
	Iteration 98Q: 3 clusters Score -2923804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2923805.500000 Penalty: 3335.717529
	Iteration 99Q: 3 clusters Score -2923806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2923819.500000 Penalty: 3335.717529
	Iteration 100F: 3 clusters Score -2923820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -2923825.250000 Penalty: 3335.717529
	Iteration 101Q: 3 clusters Score -2923825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2923828.750000 Penalty: 3335.717529
	Iteration 102Q: 3 clusters Score -2923829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2923840.500000 Penalty: 3335.717529
	Iteration 103Q: 3 clusters Score -2923840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -2923848.750000 Penalty: 3335.717529
	Iteration 104Q: 3 clusters Score -2923849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2923850.750000 Penalty: 3335.717529
	Iteration 105Q: 3 clusters Score -2923851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -2923854.250000 Penalty: 3335.717529
	Iteration 106Q: 3 clusters Score -2923854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2923872.750000 Penalty: 3335.717529
	Iteration 107Q: 3 clusters Score -2923873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2923871.250000 Penalty: 3335.717529
	Iteration 108Q: 3 clusters Score -2923871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2923870.750000 Penalty: 3335.717529
	Iteration 109Q: 3 clusters Score -2923871 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2923872.500000 Penalty: 3335.717529
	Iteration 110Q: 3 clusters Score -2923872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2923871.750000 Penalty: 3335.717529
	Iteration 111Q: 3 clusters Score -2923872 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2923878.250000 Penalty: 3335.717529
	Iteration 112Q: 3 clusters Score -2923878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2923881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2923878.750000 Penalty: 3335.717529
	Iteration 114Q: 3 clusters Score -2923879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2923881.500000 Penalty: 3335.717529
	Iteration 115Q: 3 clusters Score -2923882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2923888.000000 Penalty: 3335.717529
	Iteration 116Q: 3 clusters Score -2923888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2923893.250000 Penalty: 3335.717529
	Iteration 117Q: 3 clusters Score -2923893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2923897.750000 Penalty: 3335.717529
	Iteration 118Q: 3 clusters Score -2923898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2923900.250000 Penalty: 3335.717529
	Iteration 119Q: 3 clusters Score -2923900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -2923913.000000 Penalty: 3335.717529
	Iteration 120F: 3 clusters Score -2923913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2923926.500000 Penalty: 3335.717529
	Iteration 121Q: 3 clusters Score -2923926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2923935.250000 Penalty: 3335.717529
	Iteration 122Q: 3 clusters Score -2923935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -2923947.750000 Penalty: 3335.717529
	Iteration 123Q: 3 clusters Score -2923948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -2923945.500000 Penalty: 3335.717529
	Iteration 124Q: 3 clusters Score -2923946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2923954.250000 Penalty: 3335.717529
	Iteration 125Q: 3 clusters Score -2923954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2923959.500000 Penalty: 3335.717529
	Iteration 126Q: 3 clusters Score -2923960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2923963.500000 Penalty: 3335.717529
	Iteration 127Q: 3 clusters Score -2923964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2923976.000000 Penalty: 3335.717529
	Iteration 128Q: 3 clusters Score -2923976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2923978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2923982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2923988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2923996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2923998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2923995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2924007.250000 Penalty: 3335.717529
	Iteration 135Q: 3 clusters Score -2924007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2924011.500000 Penalty: 3335.717529
	Iteration 136Q: 3 clusters Score -2924012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2924014.250000 Penalty: 3335.717529
	Iteration 137Q: 3 clusters Score -2924014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2924016.250000 Penalty: 3335.717529
	Iteration 138Q: 3 clusters Score -2924016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2924027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2924033.500000 Penalty: 3335.717529
	Iteration 140F: 3 clusters Score -2924034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2924036.000000 Penalty: 3335.717529
	Iteration 141Q: 3 clusters Score -2924036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2924040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2924055.000000 Penalty: 3335.717529
	Iteration 143Q: 3 clusters Score -2924055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2924066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2924081.000000 Penalty: 3335.717529
	Iteration 145Q: 3 clusters Score -2924081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2924088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2924099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2924092.000000 Penalty: 3335.717529
	Iteration 148Q: 3 clusters Score -2924092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -2924101.750000 Penalty: 3335.717529
	Iteration 149Q: 3 clusters Score -2924102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -2924112.250000 Penalty: 3335.717529
	Iteration 150Q: 3 clusters Score -2924112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -2924119.250000 Penalty: 3335.717529
	Iteration 151Q: 3 clusters Score -2924119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2924133.750000 Penalty: 3335.717529
	Iteration 152Q: 3 clusters Score -2924134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2924136.750000 Penalty: 3335.717529
	Iteration 153Q: 3 clusters Score -2924137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -2924151.500000 Penalty: 3335.717529
	Iteration 154Q: 3 clusters Score -2924152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2924171.250000 Penalty: 3335.717529
	Iteration 155Q: 3 clusters Score -2924171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -2924185.250000 Penalty: 3335.717529
	Iteration 156Q: 3 clusters Score -2924185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2924197.500000 Penalty: 3335.717529
	Iteration 157Q: 3 clusters Score -2924198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2924222.750000 Penalty: 3335.717529
	Iteration 158Q: 3 clusters Score -2924223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2924225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -2924236.000000 Penalty: 3335.717529
	Iteration 160F: 3 clusters Score -2924236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -2924246.000000 Penalty: 3335.717529
	Iteration 161Q: 3 clusters Score -2924246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -2924255.000000 Penalty: 3335.717529
	Iteration 162Q: 3 clusters Score -2924255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -2924264.000000 Penalty: 3335.717529
	Iteration 163Q: 3 clusters Score -2924264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -2924266.750000 Penalty: 3335.717529
	Iteration 164Q: 3 clusters Score -2924267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -2924274.500000 Penalty: 3335.717529
	Iteration 165Q: 3 clusters Score -2924274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -2924278.750000 Penalty: 3335.717529
	Iteration 166Q: 3 clusters Score -2924279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -2924281.750000 Penalty: 3335.717529
	Iteration 167Q: 3 clusters Score -2924282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -2924288.000000 Penalty: 3335.717529
	Iteration 168Q: 3 clusters Score -2924288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -2924293.750000 Penalty: 3335.717529
	Iteration 169Q: 3 clusters Score -2924294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2924298.750000 Penalty: 3335.717529
	Iteration 170Q: 3 clusters Score -2924299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2924296.500000 Penalty: 3335.717529
	Iteration 171Q: 3 clusters Score -2924296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2924302.500000 Penalty: 3335.717529
	Iteration 172Q: 3 clusters Score -2924302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2924303.000000 Penalty: 3335.717529
	Iteration 173Q: 3 clusters Score -2924303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2924303.500000 Penalty: 3335.717529
	Iteration 174Q: 3 clusters Score -2924304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -2924299.250000 Penalty: 3335.717529
	Iteration 175Q: 3 clusters Score -2924299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -2924305.750000 Penalty: 3335.717529
	Iteration 176Q: 3 clusters Score -2924306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2924301.500000 Penalty: 3335.717529
	Iteration 177Q: 3 clusters Score -2924302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2924300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2924301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2924303.250000 Penalty: 3335.717529
	Iteration 180F: 3 clusters Score -2924303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -2924302.750000 Penalty: 3335.717529
	Iteration 181Q: 3 clusters Score -2924303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -2924304.000000 Penalty: 3335.717529
	Iteration 182Q: 3 clusters Score -2924304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2924301.500000 Penalty: 3335.717529
	Iteration 183Q: 3 clusters Score -2924302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -2924302.750000 Penalty: 3335.717529
	Iteration 184Q: 3 clusters Score -2924303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -2924308.750000 Penalty: 3335.717529
	Iteration 185Q: 3 clusters Score -2924309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2924308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -2924309.500000 Penalty: 3335.717529
	Iteration 187Q: 3 clusters Score -2924310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2924313.750000 Penalty: 3335.717529
	Iteration 188Q: 3 clusters Score -2924314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2924317.000000 Penalty: 3335.717529
	Iteration 189Q: 3 clusters Score -2924317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2924316.250000 Penalty: 3335.717529
	Iteration 190Q: 3 clusters Score -2924316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2924316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
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Entering Unmasked Estep 
Score: -2924318.250000 Penalty: 3335.717529
	Iteration 192Q: 3 clusters Score -2924318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
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Entering Unmasked Estep 
Score: -2924318.000000 Penalty: 3335.717529
	Iteration 193Q: 3 clusters Score -2924318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -2924322.500000 Penalty: 3335.717529
	Iteration 194Q: 3 clusters Score -2924322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2924327.250000 Penalty: 3335.717529
	Iteration 195Q: 3 clusters Score -2924327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2924331.750000 Penalty: 3335.717529
	Iteration 196Q: 3 clusters Score -2924332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -2924334.000000 Penalty: 3335.717529
	Iteration 197Q: 3 clusters Score -2924334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -2924333.500000 Penalty: 3335.717529
	Iteration 198Q: 3 clusters Score -2924334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2924333.250000 Penalty: 3335.717529
	Iteration 199Q: 3 clusters Score -2924333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2924338.500000 Penalty: 3335.717529
	Iteration 200F: 3 clusters Score -2924338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2924338.000000 Penalty: 3335.717529
	Iteration 201Q: 3 clusters Score -2924338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -2924341.000000 Penalty: 3335.717529
	Iteration 202Q: 3 clusters Score -2924341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2924344.000000 Penalty: 3335.717529
	Iteration 203Q: 3 clusters Score -2924344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2924345.250000 Penalty: 3335.717529
	Iteration 204Q: 3 clusters Score -2924345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -2924345.250000 Penalty: 3335.717529
	Iteration 205Q: 3 clusters Score -2924345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2924345.250000 Penalty: 3335.717529
	Iteration 206Q: 3 clusters Score -2924345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -2924347.250000 Penalty: 3335.717529
	Iteration 207Q: 3 clusters Score -2924347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2924348.750000 Penalty: 3335.717529
	Iteration 208Q: 3 clusters Score -2924349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2924348.750000 Penalty: 3335.717529
	Iteration 209F: 3 clusters Score -2924349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -313525.968750 Penalty: 1315.386108
	Iteration 0F: 2 clusters Score -313526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -310620.406250 Penalty: 2630.772217
	Iteration 0F: 3 clusters Score -310620.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311434.062500 Penalty: 2630.772217
	Iteration 1F: 3 clusters Score -311434.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -311658.250000 Penalty: 2630.772217
	Iteration 2F: 3 clusters Score -311658.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -311865.625000 Penalty: 2630.772217
	Iteration 3F: 3 clusters Score -311865.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -312063.281250 Penalty: 2630.772217
	Iteration 4F: 3 clusters Score -312063.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -312293.031250 Penalty: 2630.772217
	Iteration 5F: 3 clusters Score -312293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -312565.312500 Penalty: 2630.772217
	Iteration 6F: 3 clusters Score -312565.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -312875.468750 Penalty: 2630.772217
	Iteration 7F: 3 clusters Score -312875.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -313157.343750 Penalty: 2630.772217
	Iteration 8F: 3 clusters Score -313157.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -313332.218750 Penalty: 2630.772217
	Iteration 9Q: 3 clusters Score -313332.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -313406.937500 Penalty: 2630.772217
	Iteration 10Q: 3 clusters Score -313406.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -313439.125000 Penalty: 2630.772217
	Iteration 11Q: 3 clusters Score -313439.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -313453.312500 Penalty: 2630.772217
	Iteration 12Q: 3 clusters Score -313453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -313458.156250 Penalty: 2630.772217
	Iteration 13Q: 3 clusters Score -313458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -313458.656250 Penalty: 2630.772217
	Iteration 14Q: 3 clusters Score -313458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -313459.968750 Penalty: 2630.772217
	Iteration 15Q: 3 clusters Score -313460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -313460.093750 Penalty: 2630.772217
	Iteration 16Q: 3 clusters Score -313460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -313460.093750 Penalty: 2630.772217
	Iteration 17F: 3 clusters Score -313460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -178393.828125 Penalty: 1231.780762
	Iteration 0F: 2 clusters Score -178393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -176356.125000 Penalty: 2463.561523
	Iteration 0F: 3 clusters Score -176356.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -176820.515625 Penalty: 2463.561523
	Iteration 1F: 3 clusters Score -176820.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176974.984375 Penalty: 2463.561523
	Iteration 2F: 3 clusters Score -176975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177087.078125 Penalty: 2463.561523
	Iteration 3F: 3 clusters Score -177087.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177150.875000 Penalty: 2463.561523
	Iteration 4Q: 3 clusters Score -177150.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -177191.703125 Penalty: 2463.561523
	Iteration 5Q: 3 clusters Score -177191.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -177229.500000 Penalty: 2463.561523
	Iteration 6Q: 3 clusters Score -177229.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177258.953125 Penalty: 2463.561523
	Iteration 7Q: 3 clusters Score -177259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -177278.984375 Penalty: 2463.561523
	Iteration 8Q: 3 clusters Score -177279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177296.703125 Penalty: 2463.561523
	Iteration 9Q: 3 clusters Score -177296.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -177317.343750 Penalty: 2463.561523
	Iteration 10Q: 3 clusters Score -177317.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177329.578125 Penalty: 2463.561523
	Iteration 11Q: 3 clusters Score -177329.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -177341.859375 Penalty: 2463.561523
	Iteration 12Q: 3 clusters Score -177341.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177356.718750 Penalty: 2463.561523
	Iteration 13Q: 3 clusters Score -177356.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177367.265625 Penalty: 2463.561523
	Iteration 14Q: 3 clusters Score -177367.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177374.890625 Penalty: 2463.561523
	Iteration 15Q: 3 clusters Score -177374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177386.968750 Penalty: 2463.561523
	Iteration 16Q: 3 clusters Score -177387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -177396.265625 Penalty: 2463.561523
	Iteration 17Q: 3 clusters Score -177396.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -177401.546875 Penalty: 2463.561523
	Iteration 18Q: 3 clusters Score -177401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177405.828125 Penalty: 2463.561523
	Iteration 19Q: 3 clusters Score -177405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177409.312500 Penalty: 2463.561523
	Iteration 20F: 3 clusters Score -177409.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -177413.359375 Penalty: 2463.561523
	Iteration 21Q: 3 clusters Score -177413.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177416.812500 Penalty: 2463.561523
	Iteration 22Q: 3 clusters Score -177416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177422.781250 Penalty: 2463.561523
	Iteration 23Q: 3 clusters Score -177422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -177426.234375 Penalty: 2463.561523
	Iteration 24Q: 3 clusters Score -177426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177429.875000 Penalty: 2463.561523
	Iteration 25Q: 3 clusters Score -177429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -177433.546875 Penalty: 2463.561523
	Iteration 26Q: 3 clusters Score -177433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -177438.656250 Penalty: 2463.561523
	Iteration 27Q: 3 clusters Score -177438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -177440.015625 Penalty: 2463.561523
	Iteration 28Q: 3 clusters Score -177440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -177441.171875 Penalty: 2463.561523
	Iteration 29Q: 3 clusters Score -177441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177445.937500 Penalty: 2463.561523
	Iteration 30Q: 3 clusters Score -177445.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177450.000000 Penalty: 2463.561523
	Iteration 31Q: 3 clusters Score -177450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -177452.750000 Penalty: 2463.561523
	Iteration 32Q: 3 clusters Score -177452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -177456.000000 Penalty: 2463.561523
	Iteration 33Q: 3 clusters Score -177456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177458.671875 Penalty: 2463.561523
	Iteration 34Q: 3 clusters Score -177458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -177459.546875 Penalty: 2463.561523
	Iteration 35Q: 3 clusters Score -177459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -177466.281250 Penalty: 2463.561523
	Iteration 36Q: 3 clusters Score -177466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177469.375000 Penalty: 2463.561523
	Iteration 37Q: 3 clusters Score -177469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -177471.671875 Penalty: 2463.561523
	Iteration 38Q: 3 clusters Score -177471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -177476.156250 Penalty: 2463.561523
	Iteration 39Q: 3 clusters Score -177476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177479.750000 Penalty: 2463.561523
	Iteration 40F: 3 clusters Score -177479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177482.250000 Penalty: 2463.561523
	Iteration 41Q: 3 clusters Score -177482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -177483.921875 Penalty: 2463.561523
	Iteration 42Q: 3 clusters Score -177483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177484.171875 Penalty: 2463.561523
	Iteration 43Q: 3 clusters Score -177484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -177485.062500 Penalty: 2463.561523
	Iteration 44Q: 3 clusters Score -177485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177485.390625 Penalty: 2463.561523
	Iteration 45Q: 3 clusters Score -177485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -177485.390625 Penalty: 2463.561523
	Iteration 46F: 3 clusters Score -177485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Entering Unmasked Estep 
Score: -796246.562500 Penalty: 1455.197388
	Iteration 0F: 2 clusters Score -796246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -790563.500000 Penalty: 2910.394775
	Iteration 0F: 3 clusters Score -790563.5 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -792391.062500 Penalty: 2910.394775
	Iteration 1F: 3 clusters Score -792391.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -792732.562500 Penalty: 2910.394775
	Iteration 2F: 3 clusters Score -792732.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -793064.875000 Penalty: 2910.394775
	Iteration 3F: 3 clusters Score -793064.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -793392.687500 Penalty: 2910.394775
	Iteration 4F: 3 clusters Score -793392.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -793667.937500 Penalty: 2910.394775
	Iteration 5F: 3 clusters Score -793667.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -793908.812500 Penalty: 2910.394775
	Iteration 6F: 3 clusters Score -793908.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -794111.437500 Penalty: 2910.394775
	Iteration 7Q: 3 clusters Score -794111.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -794306.250000 Penalty: 2910.394775
	Iteration 8Q: 3 clusters Score -794306.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -794457.125000 Penalty: 2910.394775
	Iteration 9Q: 3 clusters Score -794457.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -794586.312500 Penalty: 2910.394775
	Iteration 10Q: 3 clusters Score -794586.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -794698.500000 Penalty: 2910.394775
	Iteration 11Q: 3 clusters Score -794698.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -794802.312500 Penalty: 2910.394775
	Iteration 12Q: 3 clusters Score -794802.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -794894.250000 Penalty: 2910.394775
	Iteration 13Q: 3 clusters Score -794894.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -794947.437500 Penalty: 2910.394775
	Iteration 14Q: 3 clusters Score -794947.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -794987.937500 Penalty: 2910.394775
	Iteration 15Q: 3 clusters Score -794987.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -795021.250000 Penalty: 2910.394775
	Iteration 16Q: 3 clusters Score -795021.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -795046.562500 Penalty: 2910.394775
	Iteration 17Q: 3 clusters Score -795046.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -795068.750000 Penalty: 2910.394775
	Iteration 18Q: 3 clusters Score -795068.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -795090.062500 Penalty: 2910.394775
	Iteration 19Q: 3 clusters Score -795090.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -795102.750000 Penalty: 2910.394775
	Iteration 20F: 3 clusters Score -795102.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -795118.500000 Penalty: 2910.394775
	Iteration 21Q: 3 clusters Score -795118.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -795129.500000 Penalty: 2910.394775
	Iteration 22Q: 3 clusters Score -795129.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -795134.812500 Penalty: 2910.394775
	Iteration 23Q: 3 clusters Score -795134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -795136.250000 Penalty: 2910.394775
	Iteration 24Q: 3 clusters Score -795136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -795137.000000 Penalty: 2910.394775
	Iteration 25Q: 3 clusters Score -795137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -795140.125000 Penalty: 2910.394775
	Iteration 26Q: 3 clusters Score -795140.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -795145.500000 Penalty: 2910.394775
	Iteration 27Q: 3 clusters Score -795145.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -795151.375000 Penalty: 2910.394775
	Iteration 28Q: 3 clusters Score -795151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -795158.437500 Penalty: 2910.394775
	Iteration 29Q: 3 clusters Score -795158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -795165.187500 Penalty: 2910.394775
	Iteration 30Q: 3 clusters Score -795165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -795169.000000 Penalty: 2910.394775
	Iteration 31Q: 3 clusters Score -795169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -795173.625000 Penalty: 2910.394775
	Iteration 32Q: 3 clusters Score -795173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -795175.250000 Penalty: 2910.394775
	Iteration 33Q: 3 clusters Score -795175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -795177.812500 Penalty: 2910.394775
	Iteration 34Q: 3 clusters Score -795177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -795178.000000 Penalty: 2910.394775
	Iteration 35Q: 3 clusters Score -795178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -795180.437500 Penalty: 2910.394775
	Iteration 36Q: 3 clusters Score -795180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -795181.625000 Penalty: 2910.394775
	Iteration 37Q: 3 clusters Score -795181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -795182.500000 Penalty: 2910.394775
	Iteration 38Q: 3 clusters Score -795182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -795182.937500 Penalty: 2910.394775
	Iteration 39Q: 3 clusters Score -795182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -795186.750000 Penalty: 2910.394775
	Iteration 40F: 3 clusters Score -795186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -795194.187500 Penalty: 2910.394775
	Iteration 41Q: 3 clusters Score -795194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -795199.562500 Penalty: 2910.394775
	Iteration 42Q: 3 clusters Score -795199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -795202.312500 Penalty: 2910.394775
	Iteration 43Q: 3 clusters Score -795202.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -795206.812500 Penalty: 2910.394775
	Iteration 44Q: 3 clusters Score -795206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -795212.187500 Penalty: 2910.394775
	Iteration 45Q: 3 clusters Score -795212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -795211.625000 Penalty: 2910.394775
	Iteration 46Q: 3 clusters Score -795211.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -795215.187500 Penalty: 2910.394775
	Iteration 47Q: 3 clusters Score -795215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -795217.000000 Penalty: 2910.394775
	Iteration 48Q: 3 clusters Score -795217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -795217.812500 Penalty: 2910.394775
	Iteration 49Q: 3 clusters Score -795217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -795218.375000 Penalty: 2910.394775
	Iteration 50Q: 3 clusters Score -795218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -795218.812500 Penalty: 2910.394775
	Iteration 51Q: 3 clusters Score -795218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -795218.812500 Penalty: 2910.394775
	Iteration 52F: 3 clusters Score -795218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -285372.343750 Penalty: 1296.364014
	Iteration 0F: 2 clusters Score -285372.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282733.250000 Penalty: 2592.728027
	Iteration 0F: 3 clusters Score -282733.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -283397.968750 Penalty: 2592.728027
	Iteration 1F: 3 clusters Score -283398 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -283532.375000 Penalty: 2592.728027
	Iteration 2F: 3 clusters Score -283532.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -283626.468750 Penalty: 2592.728027
	Iteration 3F: 3 clusters Score -283626.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283702.281250 Penalty: 2592.728027
	Iteration 4Q: 3 clusters Score -283702.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283763.375000 Penalty: 2592.728027
	Iteration 5Q: 3 clusters Score -283763.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -283814.125000 Penalty: 2592.728027
	Iteration 6Q: 3 clusters Score -283814.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -283857.937500 Penalty: 2592.728027
	Iteration 7Q: 3 clusters Score -283857.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -283898.250000 Penalty: 2592.728027
	Iteration 8Q: 3 clusters Score -283898.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -283943.562500 Penalty: 2592.728027
	Iteration 9Q: 3 clusters Score -283943.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283990.750000 Penalty: 2592.728027
	Iteration 10Q: 3 clusters Score -283990.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -284046.843750 Penalty: 2592.728027
	Iteration 11Q: 3 clusters Score -284046.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -284108.312500 Penalty: 2592.728027
	Iteration 12Q: 3 clusters Score -284108.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284182.687500 Penalty: 2592.728027
	Iteration 13Q: 3 clusters Score -284182.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -284267.906250 Penalty: 2592.728027
	Iteration 14Q: 3 clusters Score -284267.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -284388.593750 Penalty: 2592.728027
	Iteration 15Q: 3 clusters Score -284388.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284566.593750 Penalty: 2592.728027
	Iteration 16Q: 3 clusters Score -284566.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -284776.812500 Penalty: 2592.728027
	Iteration 17Q: 3 clusters Score -284776.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284944.593750 Penalty: 2592.728027
	Iteration 18Q: 3 clusters Score -284944.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -285056.781250 Penalty: 2592.728027
	Iteration 19Q: 3 clusters Score -285056.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -285135.718750 Penalty: 2592.728027
	Iteration 20F: 3 clusters Score -285135.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -285164.218750 Penalty: 2592.728027
	Iteration 21Q: 3 clusters Score -285164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -285174.031250 Penalty: 2592.728027
	Iteration 22Q: 3 clusters Score -285174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -285176.750000 Penalty: 2592.728027
	Iteration 23Q: 3 clusters Score -285176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -285177.562500 Penalty: 2592.728027
	Iteration 24Q: 3 clusters Score -285177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -285177.625000 Penalty: 2592.728027
	Iteration 25Q: 3 clusters Score -285177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285178.437500 Penalty: 2592.728027
	Iteration 26Q: 3 clusters Score -285178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -285178.281250 Penalty: 2592.728027
	Iteration 27Q: 3 clusters Score -285178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -285178.281250 Penalty: 2592.728027
	Iteration 28F: 3 clusters Score -285178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 38331 members 
Mstep: Class 17 contains 125990 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169049 members 
Mstep: Class 20 contains 1580 members 
Mstep: Class 21 contains 99302 members 
Mstep: Class 22 contains 101954 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155129 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 187258 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 31161 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8343 members 
Mstep: Class 41 contains 19056 members 
Mstep: Class 42 contains 3313 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28674 members 
Mstep: Class 46 contains 3277 members 
Mstep: Class 47 contains 1959 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064336.000000 Penalty: 113419.390625
Iteration 199Q: 50 clusters Score -1.540643e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5650 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 14159 members 
Mstep: Class 8 contains 81065 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 70155 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 31260 members 
Mstep: Class 16 contains 38339 members 
Mstep: Class 17 contains 125974 members 
Mstep: Class 18 contains 66598 members 
Mstep: Class 19 contains 169041 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 99293 members 
Mstep: Class 22 contains 101956 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 37816 members 
Mstep: Class 25 contains 155135 members 
Mstep: Class 26 contains 14874 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 187262 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 31175 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10618 members 
Mstep: Class 33 contains 16624 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 4328 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 15096 members 
Mstep: Class 39 contains 10589 members 
Mstep: Class 40 contains 8387 members 
Mstep: Class 41 contains 19060 members 
Mstep: Class 42 contains 3318 members 
Mstep: Class 43 contains 6037 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28659 members 
Mstep: Class 46 contains 3282 members 
Mstep: Class 47 contains 1961 members 
Mstep: Class 48 contains 7747 members 
Mstep: Class 49 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064224.000000 Penalty: 113419.390625
Iteration 200F: 50 clusters Score -1.540642e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5648 members 
Mstep: Class 4 contains 12954 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 81067 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 31255 members 
Mstep: Class 16 contains 38346 members 
Mstep: Class 17 contains 125962 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 169030 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 99288 members 
Mstep: Class 22 contains 101960 members 
Mstep: Class 23 contains 1999 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155142 members 
Mstep: Class 26 contains 14872 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 187268 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 31189 members 
Mstep: Class 31 contains 7422 members 
Mstep: Class 32 contains 10628 members 
Mstep: Class 33 contains 16623 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 15092 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8431 members 
Mstep: Class 41 contains 19065 members 
Mstep: Class 42 contains 3318 members 
Mstep: Class 43 contains 5993 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28645 members 
Mstep: Class 46 contains 3283 members 
Mstep: Class 47 contains 1963 members 
Mstep: Class 48 contains 7749 members 
Mstep: Class 49 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064320.000000 Penalty: 113419.390625
Iteration 201Q: 50 clusters Score -1.540643e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5647 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14176 members 
Mstep: Class 8 contains 81069 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 31249 members 
Mstep: Class 16 contains 38351 members 
Mstep: Class 17 contains 125941 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169019 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 99280 members 
Mstep: Class 22 contains 101961 members 
Mstep: Class 23 contains 2000 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155145 members 
Mstep: Class 26 contains 14872 members 
Mstep: Class 27 contains 6705 members 
Mstep: Class 28 contains 187279 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 31206 members 
Mstep: Class 31 contains 7423 members 
Mstep: Class 32 contains 10651 members 
Mstep: Class 33 contains 16623 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3731 members 
Mstep: Class 38 contains 15092 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8468 members 
Mstep: Class 41 contains 19067 members 
Mstep: Class 42 contains 3320 members 
Mstep: Class 43 contains 5944 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28634 members 
Mstep: Class 46 contains 3288 members 
Mstep: Class 47 contains 1967 members 
Mstep: Class 48 contains 7749 members 
Mstep: Class 49 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064384.000000 Penalty: 113419.390625
Iteration 202Q: 50 clusters Score -1.540644e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5642 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14179 members 
Mstep: Class 8 contains 81072 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 10 contains 70142 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 31244 members 
Mstep: Class 16 contains 38358 members 
Mstep: Class 17 contains 125928 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169013 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 99270 members 
Mstep: Class 22 contains 101960 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155146 members 
Mstep: Class 26 contains 14872 members 
Mstep: Class 27 contains 6703 members 
Mstep: Class 28 contains 187288 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 31207 members 
Mstep: Class 31 contains 7424 members 
Mstep: Class 32 contains 10670 members 
Mstep: Class 33 contains 16622 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3215 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 15094 members 
Mstep: Class 39 contains 10586 members 
Mstep: Class 40 contains 8499 members 
Mstep: Class 41 contains 19070 members 
Mstep: Class 42 contains 3322 members 
Mstep: Class 43 contains 5906 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28623 members 
Mstep: Class 46 contains 3290 members 
Mstep: Class 47 contains 1967 members 
Mstep: Class 48 contains 7754 members 
Mstep: Class 49 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064448.000000 Penalty: 113419.390625
Iteration 203Q: 50 clusters Score -1.540644e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5634 members 
Mstep: Class 4 contains 12960 members 
Mstep: Class 5 contains 11775 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 81071 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 31237 members 
Mstep: Class 16 contains 38367 members 
Mstep: Class 17 contains 125919 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 169009 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 99271 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2005 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 155148 members 
Mstep: Class 26 contains 14870 members 
Mstep: Class 27 contains 6702 members 
Mstep: Class 28 contains 187291 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 31210 members 
Mstep: Class 31 contains 7424 members 
Mstep: Class 32 contains 10683 members 
Mstep: Class 33 contains 16615 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3730 members 
Mstep: Class 38 contains 15093 members 
Mstep: Class 39 contains 10587 members 
Mstep: Class 40 contains 8510 members 
Mstep: Class 41 contains 19071 members 
Mstep: Class 42 contains 3327 members 
Mstep: Class 43 contains 5877 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28613 members 
Mstep: Class 46 contains 3294 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7755 members 
Mstep: Class 49 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064512.000000 Penalty: 113419.390625
Iteration 204Q: 50 clusters Score -1.540645e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5622 members 
Mstep: Class 4 contains 12968 members 
Mstep: Class 5 contains 11778 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 81071 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 70142 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31233 members 
Mstep: Class 16 contains 38373 members 
Mstep: Class 17 contains 125914 members 
Mstep: Class 18 contains 66599 members 
Mstep: Class 19 contains 168995 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 99269 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 155150 members 
Mstep: Class 26 contains 14869 members 
Mstep: Class 27 contains 6701 members 
Mstep: Class 28 contains 187295 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 31208 members 
Mstep: Class 31 contains 7424 members 
Mstep: Class 32 contains 10701 members 
Mstep: Class 33 contains 16607 members 
Mstep: Class 34 contains 3441 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3732 members 
Mstep: Class 38 contains 15092 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 8542 members 
Mstep: Class 41 contains 19071 members 
Mstep: Class 42 contains 3331 members 
Mstep: Class 43 contains 5844 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28604 members 
Mstep: Class 46 contains 3298 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7757 members 
Mstep: Class 49 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064448.000000 Penalty: 113419.390625
Iteration 205Q: 50 clusters Score -1.540644e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 12976 members 
Mstep: Class 5 contains 11794 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 81075 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31227 members 
Mstep: Class 16 contains 38377 members 
Mstep: Class 17 contains 125913 members 
Mstep: Class 18 contains 66601 members 
Mstep: Class 19 contains 168981 members 
Mstep: Class 20 contains 1573 members 
Mstep: Class 21 contains 99263 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155140 members 
Mstep: Class 26 contains 14868 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 187297 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 31209 members 
Mstep: Class 31 contains 7424 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 16602 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 15092 members 
Mstep: Class 39 contains 10585 members 
Mstep: Class 40 contains 8553 members 
Mstep: Class 41 contains 19070 members 
Mstep: Class 42 contains 3338 members 
Mstep: Class 43 contains 5812 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28600 members 
Mstep: Class 46 contains 3300 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7757 members 
Mstep: Class 49 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064416.000000 Penalty: 113419.390625
Iteration 206Q: 50 clusters Score -1.540644e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 12982 members 
Mstep: Class 5 contains 11798 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 81077 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 70143 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31224 members 
Mstep: Class 16 contains 38379 members 
Mstep: Class 17 contains 125909 members 
Mstep: Class 18 contains 66603 members 
Mstep: Class 19 contains 168973 members 
Mstep: Class 20 contains 1575 members 
Mstep: Class 21 contains 99257 members 
Mstep: Class 22 contains 101973 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155147 members 
Mstep: Class 26 contains 14866 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 187298 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 31208 members 
Mstep: Class 31 contains 7425 members 
Mstep: Class 32 contains 10735 members 
Mstep: Class 33 contains 16602 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 15090 members 
Mstep: Class 39 contains 10584 members 
Mstep: Class 40 contains 8566 members 
Mstep: Class 41 contains 19071 members 
Mstep: Class 42 contains 3340 members 
Mstep: Class 43 contains 5779 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28596 members 
Mstep: Class 46 contains 3302 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7757 members 
Mstep: Class 49 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064784.000000 Penalty: 113419.390625
Iteration 207Q: 50 clusters Score -1.540648e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 12990 members 
Mstep: Class 5 contains 11800 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 14220 members 
Mstep: Class 8 contains 81074 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 10 contains 70142 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31223 members 
Mstep: Class 16 contains 38385 members 
Mstep: Class 17 contains 125909 members 
Mstep: Class 18 contains 66607 members 
Mstep: Class 19 contains 168968 members 
Mstep: Class 20 contains 1578 members 
Mstep: Class 21 contains 99247 members 
Mstep: Class 22 contains 101975 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 37816 members 
Mstep: Class 25 contains 155146 members 
Mstep: Class 26 contains 14863 members 
Mstep: Class 27 contains 6699 members 
Mstep: Class 28 contains 187305 members 
Mstep: Class 29 contains 10179 members 
Mstep: Class 30 contains 31207 members 
Mstep: Class 31 contains 7425 members 
Mstep: Class 32 contains 10748 members 
Mstep: Class 33 contains 16594 members 
Mstep: Class 34 contains 3439 members 
Mstep: Class 35 contains 3211 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 15091 members 
Mstep: Class 39 contains 10583 members 
Mstep: Class 40 contains 8581 members 
Mstep: Class 41 contains 19073 members 
Mstep: Class 42 contains 3344 members 
Mstep: Class 43 contains 5748 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28593 members 
Mstep: Class 46 contains 3304 members 
Mstep: Class 47 contains 1969 members 
Mstep: Class 48 contains 7758 members 
Mstep: Class 49 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064688.000000 Penalty: 113419.390625
Iteration 208Q: 50 clusters Score -1.540647e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5599 members 
Mstep: Class 4 contains 13003 members 
Mstep: Class 5 contains 11803 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 14223 members 
Mstep: Class 8 contains 81072 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9023 members 
Mstep: Class 15 contains 31221 members 
Mstep: Class 16 contains 38394 members 
Mstep: Class 17 contains 125906 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168959 members 
Mstep: Class 20 contains 1581 members 
Mstep: Class 21 contains 99236 members 
Mstep: Class 22 contains 101977 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 37813 members 
Mstep: Class 25 contains 155149 members 
Mstep: Class 26 contains 14861 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 187310 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 31218 members 
Mstep: Class 31 contains 7426 members 
Mstep: Class 32 contains 10753 members 
Mstep: Class 33 contains 16592 members 
Mstep: Class 34 contains 3440 members 
Mstep: Class 35 contains 3210 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3738 members 
Mstep: Class 38 contains 15087 members 
Mstep: Class 39 contains 10583 members 
Mstep: Class 40 contains 8584 members 
Mstep: Class 41 contains 19076 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5731 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28590 members 
Mstep: Class 46 contains 3306 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7758 members 
Mstep: Class 49 contains 2905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064880.000000 Penalty: 113419.390625
Iteration 209Q: 50 clusters Score -1.540649e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5592 members 
Mstep: Class 4 contains 13007 members 
Mstep: Class 5 contains 11805 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 14222 members 
Mstep: Class 8 contains 81070 members 
Mstep: Class 9 contains 6375 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31215 members 
Mstep: Class 16 contains 38399 members 
Mstep: Class 17 contains 125912 members 
Mstep: Class 18 contains 66607 members 
Mstep: Class 19 contains 168955 members 
Mstep: Class 20 contains 1585 members 
Mstep: Class 21 contains 99225 members 
Mstep: Class 22 contains 101972 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 37813 members 
Mstep: Class 25 contains 155150 members 
Mstep: Class 26 contains 14859 members 
Mstep: Class 27 contains 6700 members 
Mstep: Class 28 contains 187315 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 31218 members 
Mstep: Class 31 contains 7427 members 
Mstep: Class 32 contains 10760 members 
Mstep: Class 33 contains 16593 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3209 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3738 members 
Mstep: Class 38 contains 15083 members 
Mstep: Class 39 contains 10582 members 
Mstep: Class 40 contains 8594 members 
Mstep: Class 41 contains 19080 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5716 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28591 members 
Mstep: Class 46 contains 3307 members 
Mstep: Class 47 contains 1968 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064784.000000 Penalty: 113419.390625
Iteration 210Q: 50 clusters Score -1.540648e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5587 members 
Mstep: Class 4 contains 13013 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 14223 members 
Mstep: Class 8 contains 81066 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 70141 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31211 members 
Mstep: Class 16 contains 38402 members 
Mstep: Class 17 contains 125908 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168953 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 99206 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 37816 members 
Mstep: Class 25 contains 155154 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 6698 members 
Mstep: Class 28 contains 187321 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 31227 members 
Mstep: Class 31 contains 7428 members 
Mstep: Class 32 contains 10770 members 
Mstep: Class 33 contains 16596 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3209 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3741 members 
Mstep: Class 38 contains 15081 members 
Mstep: Class 39 contains 10582 members 
Mstep: Class 40 contains 8602 members 
Mstep: Class 41 contains 19081 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5699 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28592 members 
Mstep: Class 46 contains 3307 members 
Mstep: Class 47 contains 1969 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064624.000000 Penalty: 113419.390625
Iteration 211Q: 50 clusters Score -1.540646e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5586 members 
Mstep: Class 4 contains 13019 members 
Mstep: Class 5 contains 11811 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 14222 members 
Mstep: Class 8 contains 81067 members 
Mstep: Class 9 contains 6383 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31206 members 
Mstep: Class 16 contains 38400 members 
Mstep: Class 17 contains 125897 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168948 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 99197 members 
Mstep: Class 22 contains 101972 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 37816 members 
Mstep: Class 25 contains 155151 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6702 members 
Mstep: Class 28 contains 187326 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 31237 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10783 members 
Mstep: Class 33 contains 16601 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 3208 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3743 members 
Mstep: Class 38 contains 15081 members 
Mstep: Class 39 contains 10582 members 
Mstep: Class 40 contains 8603 members 
Mstep: Class 41 contains 19080 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5681 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28590 members 
Mstep: Class 46 contains 3309 members 
Mstep: Class 47 contains 1972 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064736.000000 Penalty: 113419.390625
Iteration 212Q: 50 clusters Score -1.540647e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5584 members 
Mstep: Class 4 contains 13027 members 
Mstep: Class 5 contains 11811 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 81069 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 70153 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31204 members 
Mstep: Class 16 contains 38401 members 
Mstep: Class 17 contains 125890 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168939 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 99185 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2012 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155156 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 187329 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 31234 members 
Mstep: Class 31 contains 7431 members 
Mstep: Class 32 contains 10797 members 
Mstep: Class 33 contains 16605 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3744 members 
Mstep: Class 38 contains 15079 members 
Mstep: Class 39 contains 10580 members 
Mstep: Class 40 contains 8612 members 
Mstep: Class 41 contains 19082 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5658 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28586 members 
Mstep: Class 46 contains 3310 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064672.000000 Penalty: 113419.390625
Iteration 213Q: 50 clusters Score -1.540647e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5584 members 
Mstep: Class 4 contains 13028 members 
Mstep: Class 5 contains 11811 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 81065 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 70153 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31203 members 
Mstep: Class 16 contains 38402 members 
Mstep: Class 17 contains 125885 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168930 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 99178 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2012 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155163 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 187330 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 31246 members 
Mstep: Class 31 contains 7432 members 
Mstep: Class 32 contains 10807 members 
Mstep: Class 33 contains 16607 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3745 members 
Mstep: Class 38 contains 15082 members 
Mstep: Class 39 contains 10580 members 
Mstep: Class 40 contains 8609 members 
Mstep: Class 41 contains 19083 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5641 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28584 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064752.000000 Penalty: 113419.390625
Iteration 214Q: 50 clusters Score -1.540648e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5584 members 
Mstep: Class 4 contains 13031 members 
Mstep: Class 5 contains 11813 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 81064 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 38410 members 
Mstep: Class 17 contains 125884 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168921 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 99171 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 155167 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 187340 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 31258 members 
Mstep: Class 31 contains 7432 members 
Mstep: Class 32 contains 10810 members 
Mstep: Class 33 contains 16604 members 
Mstep: Class 34 contains 3448 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3747 members 
Mstep: Class 38 contains 15082 members 
Mstep: Class 39 contains 10578 members 
Mstep: Class 40 contains 8611 members 
Mstep: Class 41 contains 19084 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5625 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28585 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1978 members 
Mstep: Class 48 contains 7759 members 
Mstep: Class 49 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064720.000000 Penalty: 113419.390625
Iteration 215Q: 50 clusters Score -1.540647e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 11815 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 81060 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 38412 members 
Mstep: Class 17 contains 125888 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168916 members 
Mstep: Class 20 contains 1590 members 
Mstep: Class 21 contains 99165 members 
Mstep: Class 22 contains 101972 members 
Mstep: Class 23 contains 2011 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155170 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6705 members 
Mstep: Class 28 contains 187343 members 
Mstep: Class 29 contains 10178 members 
Mstep: Class 30 contains 31278 members 
Mstep: Class 31 contains 7432 members 
Mstep: Class 32 contains 10813 members 
Mstep: Class 33 contains 16603 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3750 members 
Mstep: Class 38 contains 15081 members 
Mstep: Class 39 contains 10577 members 
Mstep: Class 40 contains 8602 members 
Mstep: Class 41 contains 19085 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5610 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28587 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1981 members 
Mstep: Class 48 contains 7759 members 
Mstep: Class 49 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064768.000000 Penalty: 113419.390625
Iteration 216Q: 50 clusters Score -1.540648e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5576 members 
Mstep: Class 4 contains 13035 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14223 members 
Mstep: Class 8 contains 81059 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 70156 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 38420 members 
Mstep: Class 17 contains 125888 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168920 members 
Mstep: Class 20 contains 1591 members 
Mstep: Class 21 contains 99157 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2013 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155164 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 187341 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 31287 members 
Mstep: Class 31 contains 7431 members 
Mstep: Class 32 contains 10822 members 
Mstep: Class 33 contains 16601 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15082 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8603 members 
Mstep: Class 41 contains 19086 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5599 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28589 members 
Mstep: Class 46 contains 3312 members 
Mstep: Class 47 contains 1987 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 217Q: 50 clusters Score -1.54065e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 81061 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31198 members 
Mstep: Class 16 contains 38423 members 
Mstep: Class 17 contains 125881 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168921 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 21 contains 99156 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2015 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155167 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6707 members 
Mstep: Class 28 contains 187341 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 31305 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10828 members 
Mstep: Class 33 contains 16601 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15080 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8614 members 
Mstep: Class 41 contains 19087 members 
Mstep: Class 42 contains 3343 members 
Mstep: Class 43 contains 5582 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28590 members 
Mstep: Class 46 contains 3312 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064864.000000 Penalty: 113419.390625
Iteration 218Q: 50 clusters Score -1.540649e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5576 members 
Mstep: Class 4 contains 13037 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 7 contains 14224 members 
Mstep: Class 8 contains 81064 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 70153 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31196 members 
Mstep: Class 16 contains 38427 members 
Mstep: Class 17 contains 125875 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168918 members 
Mstep: Class 20 contains 1593 members 
Mstep: Class 21 contains 99154 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 155173 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 187342 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 31316 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10833 members 
Mstep: Class 33 contains 16601 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15078 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8632 members 
Mstep: Class 41 contains 19087 members 
Mstep: Class 42 contains 3341 members 
Mstep: Class 43 contains 5565 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28590 members 
Mstep: Class 46 contains 3312 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064864.000000 Penalty: 113419.390625
Iteration 219Q: 50 clusters Score -1.540649e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5577 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 11811 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14222 members 
Mstep: Class 8 contains 81062 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31193 members 
Mstep: Class 16 contains 38429 members 
Mstep: Class 17 contains 125871 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 168911 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 99152 members 
Mstep: Class 22 contains 101968 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 37814 members 
Mstep: Class 25 contains 155180 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 187352 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 31327 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10842 members 
Mstep: Class 33 contains 16599 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3751 members 
Mstep: Class 38 contains 15077 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8640 members 
Mstep: Class 41 contains 19086 members 
Mstep: Class 42 contains 3341 members 
Mstep: Class 43 contains 5558 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28592 members 
Mstep: Class 46 contains 3312 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064832.000000 Penalty: 113419.390625
Iteration 220F: 50 clusters Score -1.540648e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5573 members 
Mstep: Class 4 contains 13040 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14220 members 
Mstep: Class 8 contains 81070 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31191 members 
Mstep: Class 16 contains 38429 members 
Mstep: Class 17 contains 125870 members 
Mstep: Class 18 contains 66604 members 
Mstep: Class 19 contains 168909 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99146 members 
Mstep: Class 22 contains 101968 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 37813 members 
Mstep: Class 25 contains 155174 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 187356 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 31343 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10853 members 
Mstep: Class 33 contains 16597 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8653 members 
Mstep: Class 41 contains 19086 members 
Mstep: Class 42 contains 3340 members 
Mstep: Class 43 contains 5552 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28591 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064816.000000 Penalty: 113419.390625
Iteration 221Q: 50 clusters Score -1.540648e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5569 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14220 members 
Mstep: Class 8 contains 81075 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 70147 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31189 members 
Mstep: Class 16 contains 38431 members 
Mstep: Class 17 contains 125871 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 168911 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 99141 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 37812 members 
Mstep: Class 25 contains 155165 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 187357 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 31353 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 16593 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15077 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8662 members 
Mstep: Class 41 contains 19088 members 
Mstep: Class 42 contains 3341 members 
Mstep: Class 43 contains 5543 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28590 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064752.000000 Penalty: 113419.390625
Iteration 222Q: 50 clusters Score -1.540648e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5569 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 11807 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14220 members 
Mstep: Class 8 contains 81075 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 11 contains 27450 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31187 members 
Mstep: Class 16 contains 38433 members 
Mstep: Class 17 contains 125872 members 
Mstep: Class 18 contains 66606 members 
Mstep: Class 19 contains 168911 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99134 members 
Mstep: Class 22 contains 101973 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 37812 members 
Mstep: Class 25 contains 155163 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 187360 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 31361 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 16593 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15077 members 
Mstep: Class 39 contains 10575 members 
Mstep: Class 40 contains 8670 members 
Mstep: Class 41 contains 19089 members 
Mstep: Class 42 contains 3341 members 
Mstep: Class 43 contains 5534 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28587 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064800.000000 Penalty: 113419.390625
Iteration 223Q: 50 clusters Score -1.540648e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 11807 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14218 members 
Mstep: Class 8 contains 81080 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31187 members 
Mstep: Class 16 contains 38436 members 
Mstep: Class 17 contains 125872 members 
Mstep: Class 18 contains 66606 members 
Mstep: Class 19 contains 168911 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99126 members 
Mstep: Class 22 contains 101973 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 37810 members 
Mstep: Class 25 contains 155158 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 187360 members 
Mstep: Class 29 contains 10169 members 
Mstep: Class 30 contains 31364 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 16591 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3204 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10575 members 
Mstep: Class 40 contains 8685 members 
Mstep: Class 41 contains 19091 members 
Mstep: Class 42 contains 3341 members 
Mstep: Class 43 contains 5526 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28586 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064912.000000 Penalty: 113419.390625
Iteration 224Q: 50 clusters Score -1.540649e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5575 members 
Mstep: Class 4 contains 13035 members 
Mstep: Class 5 contains 11809 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14220 members 
Mstep: Class 8 contains 81082 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 70147 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31187 members 
Mstep: Class 16 contains 38438 members 
Mstep: Class 17 contains 125866 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 168906 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99118 members 
Mstep: Class 22 contains 101976 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 37809 members 
Mstep: Class 25 contains 155154 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 187362 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31375 members 
Mstep: Class 31 contains 7428 members 
Mstep: Class 32 contains 10885 members 
Mstep: Class 33 contains 16592 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3204 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8696 members 
Mstep: Class 41 contains 19093 members 
Mstep: Class 42 contains 3341 members 
Mstep: Class 43 contains 5515 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28585 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064880.000000 Penalty: 113419.390625
Iteration 225Q: 50 clusters Score -1.540649e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 13037 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 81084 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31187 members 
Mstep: Class 16 contains 38440 members 
Mstep: Class 17 contains 125857 members 
Mstep: Class 18 contains 66604 members 
Mstep: Class 19 contains 168905 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99113 members 
Mstep: Class 22 contains 101978 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 37807 members 
Mstep: Class 25 contains 155157 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6717 members 
Mstep: Class 28 contains 187363 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31385 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 16591 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10576 members 
Mstep: Class 40 contains 8702 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3342 members 
Mstep: Class 43 contains 5509 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28583 members 
Mstep: Class 46 contains 3311 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064960.000000 Penalty: 113419.390625
Iteration 226Q: 50 clusters Score -1.54065e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 13043 members 
Mstep: Class 5 contains 11809 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 81086 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 70143 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31187 members 
Mstep: Class 16 contains 38446 members 
Mstep: Class 17 contains 125854 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 168905 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 99107 members 
Mstep: Class 22 contains 101982 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 37807 members 
Mstep: Class 25 contains 155157 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6719 members 
Mstep: Class 28 contains 187360 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31385 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 16590 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3750 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10575 members 
Mstep: Class 40 contains 8708 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3342 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28583 members 
Mstep: Class 46 contains 3312 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 227Q: 50 clusters Score -1.540648e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 13047 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 14231 members 
Mstep: Class 8 contains 81095 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 70143 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31187 members 
Mstep: Class 16 contains 38454 members 
Mstep: Class 17 contains 125854 members 
Mstep: Class 18 contains 66605 members 
Mstep: Class 19 contains 168905 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99102 members 
Mstep: Class 22 contains 101983 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 37809 members 
Mstep: Class 25 contains 155151 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6719 members 
Mstep: Class 28 contains 187361 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31390 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 16586 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3750 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10574 members 
Mstep: Class 40 contains 8710 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3342 members 
Mstep: Class 43 contains 5490 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28583 members 
Mstep: Class 46 contains 3312 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064768.000000 Penalty: 113419.390625
Iteration 228Q: 50 clusters Score -1.540648e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5576 members 
Mstep: Class 4 contains 13050 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14234 members 
Mstep: Class 8 contains 81098 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31186 members 
Mstep: Class 16 contains 38459 members 
Mstep: Class 17 contains 125853 members 
Mstep: Class 18 contains 66607 members 
Mstep: Class 19 contains 168900 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 99096 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 37812 members 
Mstep: Class 25 contains 155144 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187363 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31401 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 16583 members 
Mstep: Class 34 contains 3446 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3749 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8713 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3342 members 
Mstep: Class 43 contains 5482 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28580 members 
Mstep: Class 46 contains 3314 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064816.000000 Penalty: 113419.390625
Iteration 229Q: 50 clusters Score -1.540648e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 81103 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31183 members 
Mstep: Class 16 contains 38462 members 
Mstep: Class 17 contains 125857 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168892 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 99095 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 37813 members 
Mstep: Class 25 contains 155144 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187367 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31406 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8718 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3342 members 
Mstep: Class 43 contains 5476 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28581 members 
Mstep: Class 46 contains 3315 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064896.000000 Penalty: 113419.390625
Iteration 230Q: 50 clusters Score -1.540649e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11809 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 81111 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 70147 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31181 members 
Mstep: Class 16 contains 38467 members 
Mstep: Class 17 contains 125859 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 168889 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99095 members 
Mstep: Class 22 contains 101983 members 
Mstep: Class 23 contains 2023 members 
Mstep: Class 24 contains 37814 members 
Mstep: Class 25 contains 155141 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 187369 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31409 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 16578 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8724 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3343 members 
Mstep: Class 43 contains 5471 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28576 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7765 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064960.000000 Penalty: 113419.390625
Iteration 231Q: 50 clusters Score -1.54065e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11810 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14223 members 
Mstep: Class 8 contains 81114 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 70149 members 
Mstep: Class 11 contains 27449 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31180 members 
Mstep: Class 16 contains 38470 members 
Mstep: Class 17 contains 125859 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168887 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99095 members 
Mstep: Class 22 contains 101981 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 37815 members 
Mstep: Class 25 contains 155132 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187372 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 31413 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 16577 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3747 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8726 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3343 members 
Mstep: Class 43 contains 5467 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28576 members 
Mstep: Class 46 contains 3315 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7765 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 232Q: 50 clusters Score -1.540651e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5570 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 81122 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31178 members 
Mstep: Class 16 contains 38469 members 
Mstep: Class 17 contains 125857 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 168886 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99094 members 
Mstep: Class 22 contains 101981 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 37816 members 
Mstep: Class 25 contains 155121 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187378 members 
Mstep: Class 29 contains 10167 members 
Mstep: Class 30 contains 31413 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 16579 members 
Mstep: Class 34 contains 3445 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3746 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8726 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3344 members 
Mstep: Class 43 contains 5464 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28570 members 
Mstep: Class 46 contains 3315 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 233Q: 50 clusters Score -1.540651e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 13056 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 81128 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31176 members 
Mstep: Class 16 contains 38471 members 
Mstep: Class 17 contains 125847 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 168880 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 99089 members 
Mstep: Class 22 contains 101980 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 155116 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187386 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31413 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3747 members 
Mstep: Class 38 contains 15072 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8728 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5462 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28569 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064928.000000 Penalty: 113419.390625
Iteration 234Q: 50 clusters Score -1.540649e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5573 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 11817 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 81134 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 70149 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31174 members 
Mstep: Class 16 contains 38470 members 
Mstep: Class 17 contains 125845 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168878 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 99088 members 
Mstep: Class 22 contains 101980 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 37818 members 
Mstep: Class 25 contains 155110 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187390 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 31410 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10919 members 
Mstep: Class 33 contains 16582 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3747 members 
Mstep: Class 38 contains 15072 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8727 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5462 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28563 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 113419.390625
Iteration 235Q: 50 clusters Score -1.54065e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 11821 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 81138 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31173 members 
Mstep: Class 16 contains 38471 members 
Mstep: Class 17 contains 125841 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168877 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99086 members 
Mstep: Class 22 contains 101983 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155105 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187393 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 31411 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 10919 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8728 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5462 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28560 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064912.000000 Penalty: 113419.390625
Iteration 236Q: 50 clusters Score -1.540649e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5573 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8081 members 
Mstep: Class 7 contains 14242 members 
Mstep: Class 8 contains 81146 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31170 members 
Mstep: Class 16 contains 38471 members 
Mstep: Class 17 contains 125834 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168877 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99088 members 
Mstep: Class 22 contains 101987 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 155099 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187399 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 31413 members 
Mstep: Class 31 contains 7431 members 
Mstep: Class 32 contains 10920 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8731 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5460 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28562 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064944.000000 Penalty: 113419.390625
Iteration 237Q: 50 clusters Score -1.540649e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 81152 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31168 members 
Mstep: Class 16 contains 38472 members 
Mstep: Class 17 contains 125829 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168876 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99088 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37822 members 
Mstep: Class 25 contains 155096 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187401 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31415 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10920 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8733 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5457 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28564 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064880.000000 Penalty: 113419.390625
Iteration 238Q: 50 clusters Score -1.540649e+08 nChanged 40
Entering ConstructFrom: 
Score: -154064880.000000 Penalty: 113419.390625
Entering ConstructFrom: 
Trying to split cluster 1 (31408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Entering Unmasked Estep 
Score: -3243375.750000 Penalty: 1682.657959
	Iteration 0F: 2 clusters Score -3243376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3222171.000000 Penalty: 3365.315918
	Iteration 0F: 3 clusters Score -3222171 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3230791.250000 Penalty: 3365.315918
	Iteration 1F: 3 clusters Score -3230791 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3231481.500000 Penalty: 3365.315918
	Iteration 2F: 3 clusters Score -3231482 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3232258.000000 Penalty: 3365.315918
	Iteration 3F: 3 clusters Score -3232258 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3233309.250000 Penalty: 3365.315918
	Iteration 4F: 3 clusters Score -3233309 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3234528.750000 Penalty: 3365.315918
	Iteration 5F: 3 clusters Score -3234529 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3235951.750000 Penalty: 3365.315918
	Iteration 6F: 3 clusters Score -3235952 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3237380.250000 Penalty: 3365.315918
	Iteration 7F: 3 clusters Score -3237380 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3238700.250000 Penalty: 3365.315918
	Iteration 8F: 3 clusters Score -3238700 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3239876.000000 Penalty: 3365.315918
	Iteration 9Q: 3 clusters Score -3239876 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3240690.750000 Penalty: 3365.315918
	Iteration 10Q: 3 clusters Score -3240691 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3241245.000000 Penalty: 3365.315918
	Iteration 11Q: 3 clusters Score -3241245 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3241575.750000 Penalty: 3365.315918
	Iteration 12Q: 3 clusters Score -3241576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3241759.500000 Penalty: 3365.315918
	Iteration 13Q: 3 clusters Score -3241760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3241894.000000 Penalty: 3365.315918
	Iteration 14Q: 3 clusters Score -3241894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3241966.000000 Penalty: 3365.315918
	Iteration 15Q: 3 clusters Score -3241966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -3242005.750000 Penalty: 3365.315918
	Iteration 16Q: 3 clusters Score -3242006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3242035.500000 Penalty: 3365.315918
	Iteration 17Q: 3 clusters Score -3242036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3242056.000000 Penalty: 3365.315918
	Iteration 18Q: 3 clusters Score -3242056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3242071.250000 Penalty: 3365.315918
	Iteration 19Q: 3 clusters Score -3242071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3242085.750000 Penalty: 3365.315918
	Iteration 20F: 3 clusters Score -3242086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3242096.250000 Penalty: 3365.315918
	Iteration 21Q: 3 clusters Score -3242096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3242112.000000 Penalty: 3365.315918
	Iteration 22Q: 3 clusters Score -3242112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3242118.250000 Penalty: 3365.315918
	Iteration 23Q: 3 clusters Score -3242118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3242125.500000 Penalty: 3365.315918
	Iteration 24Q: 3 clusters Score -3242126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3242133.750000 Penalty: 3365.315918
	Iteration 25Q: 3 clusters Score -3242134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3242137.750000 Penalty: 3365.315918
	Iteration 26Q: 3 clusters Score -3242138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3242138.500000 Penalty: 3365.315918
	Iteration 27Q: 3 clusters Score -3242138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3242136.000000 Penalty: 3365.315918
	Iteration 28Q: 3 clusters Score -3242136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3242137.250000 Penalty: 3365.315918
	Iteration 29Q: 3 clusters Score -3242137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3242140.750000 Penalty: 3365.315918
	Iteration 30Q: 3 clusters Score -3242141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3242142.750000 Penalty: 3365.315918
	Iteration 31Q: 3 clusters Score -3242143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3242142.250000 Penalty: 3365.315918
	Iteration 32Q: 3 clusters Score -3242142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3242142.000000 Penalty: 3365.315918
	Iteration 33Q: 3 clusters Score -3242142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3242143.250000 Penalty: 3365.315918
	Iteration 34Q: 3 clusters Score -3242143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3242147.250000 Penalty: 3365.315918
	Iteration 35Q: 3 clusters Score -3242147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3242147.000000 Penalty: 3365.315918
	Iteration 36Q: 3 clusters Score -3242147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -3242148.000000 Penalty: 3365.315918
	Iteration 37Q: 3 clusters Score -3242148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3242148.500000 Penalty: 3365.315918
	Iteration 38Q: 3 clusters Score -3242148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3242147.500000 Penalty: 3365.315918
	Iteration 39Q: 3 clusters Score -3242148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3242151.250000 Penalty: 3365.315918
	Iteration 40F: 3 clusters Score -3242151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3242155.000000 Penalty: 3365.315918
	Iteration 41Q: 3 clusters Score -3242155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3242157.250000 Penalty: 3365.315918
	Iteration 42Q: 3 clusters Score -3242157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3242157.250000 Penalty: 3365.315918
	Iteration 43F: 3 clusters Score -3242157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -772028.437500 Penalty: 1444.422974
	Iteration 0F: 2 clusters Score -772028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -766607.687500 Penalty: 2888.845947
	Iteration 0F: 3 clusters Score -766607.7 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -768241.937500 Penalty: 2888.845947
	Iteration 1F: 3 clusters Score -768241.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -768462.187500 Penalty: 2888.845947
	Iteration 2F: 3 clusters Score -768462.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -768655.750000 Penalty: 2888.845947
	Iteration 3F: 3 clusters Score -768655.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -768873.562500 Penalty: 2888.845947
	Iteration 4F: 3 clusters Score -768873.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -769147.250000 Penalty: 2888.845947
	Iteration 5F: 3 clusters Score -769147.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -769549.000000 Penalty: 2888.845947
	Iteration 6F: 3 clusters Score -769549 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -770024.375000 Penalty: 2888.845947
	Iteration 7F: 3 clusters Score -770024.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -770516.187500 Penalty: 2888.845947
	Iteration 8F: 3 clusters Score -770516.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -770888.000000 Penalty: 2888.845947
	Iteration 9F: 3 clusters Score -770888 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -771118.437500 Penalty: 2888.845947
	Iteration 10Q: 3 clusters Score -771118.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -771245.937500 Penalty: 2888.845947
	Iteration 11Q: 3 clusters Score -771245.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -771312.125000 Penalty: 2888.845947
	Iteration 12Q: 3 clusters Score -771312.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -771356.000000 Penalty: 2888.845947
	Iteration 13Q: 3 clusters Score -771356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -771378.812500 Penalty: 2888.845947
	Iteration 14Q: 3 clusters Score -771378.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -771399.250000 Penalty: 2888.845947
	Iteration 15Q: 3 clusters Score -771399.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -771416.000000 Penalty: 2888.845947
	Iteration 16Q: 3 clusters Score -771416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -771425.812500 Penalty: 2888.845947
	Iteration 17Q: 3 clusters Score -771425.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -771433.437500 Penalty: 2888.845947
	Iteration 18Q: 3 clusters Score -771433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -771434.750000 Penalty: 2888.845947
	Iteration 19Q: 3 clusters Score -771434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -771436.375000 Penalty: 2888.845947
	Iteration 20F: 3 clusters Score -771436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -771436.625000 Penalty: 2888.845947
	Iteration 21Q: 3 clusters Score -771436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -771438.750000 Penalty: 2888.845947
	Iteration 22Q: 3 clusters Score -771438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -771439.437500 Penalty: 2888.845947
	Iteration 23Q: 3 clusters Score -771439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -771439.875000 Penalty: 2888.845947
	Iteration 24Q: 3 clusters Score -771439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -771438.812500 Penalty: 2888.845947
	Iteration 25Q: 3 clusters Score -771438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -771440.812500 Penalty: 2888.845947
	Iteration 26Q: 3 clusters Score -771440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -771444.312500 Penalty: 2888.845947
	Iteration 27Q: 3 clusters Score -771444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -771446.125000 Penalty: 2888.845947
	Iteration 28Q: 3 clusters Score -771446.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -771451.000000 Penalty: 2888.845947
	Iteration 29Q: 3 clusters Score -771451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -771453.812500 Penalty: 2888.845947
	Iteration 30Q: 3 clusters Score -771453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -771456.375000 Penalty: 2888.845947
	Iteration 31Q: 3 clusters Score -771456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -771456.687500 Penalty: 2888.845947
	Iteration 32Q: 3 clusters Score -771456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -771458.375000 Penalty: 2888.845947
	Iteration 33Q: 3 clusters Score -771458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -771458.125000 Penalty: 2888.845947
	Iteration 34Q: 3 clusters Score -771458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -771458.937500 Penalty: 2888.845947
	Iteration 35Q: 3 clusters Score -771458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -771458.937500 Penalty: 2888.845947
	Iteration 36F: 3 clusters Score -771458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -531808.750000 Penalty: 1401.616089
	Iteration 0F: 2 clusters Score -531808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -527481.750000 Penalty: 2803.232178
	Iteration 0F: 3 clusters Score -527481.8 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -528810.937500 Penalty: 2803.232178
	Iteration 1F: 3 clusters Score -528810.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -529103.687500 Penalty: 2803.232178
	Iteration 2F: 3 clusters Score -529103.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -529364.062500 Penalty: 2803.232178
	Iteration 3F: 3 clusters Score -529364.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -529656.375000 Penalty: 2803.232178
	Iteration 4F: 3 clusters Score -529656.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -529936.250000 Penalty: 2803.232178
	Iteration 5F: 3 clusters Score -529936.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -530169.500000 Penalty: 2803.232178
	Iteration 6F: 3 clusters Score -530169.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -530370.062500 Penalty: 2803.232178
	Iteration 7Q: 3 clusters Score -530370.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -530519.375000 Penalty: 2803.232178
	Iteration 8Q: 3 clusters Score -530519.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -530664.687500 Penalty: 2803.232178
	Iteration 9Q: 3 clusters Score -530664.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -530774.625000 Penalty: 2803.232178
	Iteration 10Q: 3 clusters Score -530774.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -530847.750000 Penalty: 2803.232178
	Iteration 11Q: 3 clusters Score -530847.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -530910.437500 Penalty: 2803.232178
	Iteration 12Q: 3 clusters Score -530910.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -530967.750000 Penalty: 2803.232178
	Iteration 13Q: 3 clusters Score -530967.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -531021.312500 Penalty: 2803.232178
	Iteration 14Q: 3 clusters Score -531021.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -531058.500000 Penalty: 2803.232178
	Iteration 15Q: 3 clusters Score -531058.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -531079.875000 Penalty: 2803.232178
	Iteration 16Q: 3 clusters Score -531079.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -531097.437500 Penalty: 2803.232178
	Iteration 17Q: 3 clusters Score -531097.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -531112.062500 Penalty: 2803.232178
	Iteration 18Q: 3 clusters Score -531112.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -531125.125000 Penalty: 2803.232178
	Iteration 19Q: 3 clusters Score -531125.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -531134.687500 Penalty: 2803.232178
	Iteration 20F: 3 clusters Score -531134.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -531141.312500 Penalty: 2803.232178
	Iteration 21Q: 3 clusters Score -531141.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -531146.125000 Penalty: 2803.232178
	Iteration 22Q: 3 clusters Score -531146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -531149.125000 Penalty: 2803.232178
	Iteration 23Q: 3 clusters Score -531149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -531151.375000 Penalty: 2803.232178
	Iteration 24Q: 3 clusters Score -531151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -531153.312500 Penalty: 2803.232178
	Iteration 25Q: 3 clusters Score -531153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -531156.437500 Penalty: 2803.232178
	Iteration 26Q: 3 clusters Score -531156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -531155.812500 Penalty: 2803.232178
	Iteration 27Q: 3 clusters Score -531155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -531157.500000 Penalty: 2803.232178
	Iteration 28Q: 3 clusters Score -531157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -531157.750000 Penalty: 2803.232178
	Iteration 29Q: 3 clusters Score -531157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -531158.625000 Penalty: 2803.232178
	Iteration 30Q: 3 clusters Score -531158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -531160.687500 Penalty: 2803.232178
	Iteration 31Q: 3 clusters Score -531160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -531161.687500 Penalty: 2803.232178
	Iteration 32Q: 3 clusters Score -531161.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -531163.312500 Penalty: 2803.232178
	Iteration 33Q: 3 clusters Score -531163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -531164.062500 Penalty: 2803.232178
	Iteration 34Q: 3 clusters Score -531164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -531164.375000 Penalty: 2803.232178
	Iteration 35Q: 3 clusters Score -531164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -531165.812500 Penalty: 2803.232178
	Iteration 36Q: 3 clusters Score -531165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -531168.125000 Penalty: 2803.232178
	Iteration 37Q: 3 clusters Score -531168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -531169.250000 Penalty: 2803.232178
	Iteration 38Q: 3 clusters Score -531169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -531170.062500 Penalty: 2803.232178
	Iteration 39Q: 3 clusters Score -531170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -531170.000000 Penalty: 2803.232178
	Iteration 40F: 3 clusters Score -531170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Entering Unmasked Estep 
Score: -1257648.250000 Penalty: 1539.963257
	Iteration 0F: 2 clusters Score -1257648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1248477.250000 Penalty: 3079.926514
	Iteration 0F: 3 clusters Score -1248477 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1251891.500000 Penalty: 3079.926514
	Iteration 1F: 3 clusters Score -1251892 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1252328.000000 Penalty: 3079.926514
	Iteration 2F: 3 clusters Score -1252328 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1252756.250000 Penalty: 3079.926514
	Iteration 3F: 3 clusters Score -1252756 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1253144.375000 Penalty: 3079.926514
	Iteration 4F: 3 clusters Score -1253144 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1253442.375000 Penalty: 3079.926514
	Iteration 5Q: 3 clusters Score -1253442 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1253713.750000 Penalty: 3079.926514
	Iteration 6Q: 3 clusters Score -1253714 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1253960.125000 Penalty: 3079.926514
	Iteration 7Q: 3 clusters Score -1253960 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1254197.125000 Penalty: 3079.926514
	Iteration 8Q: 3 clusters Score -1254197 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1254392.375000 Penalty: 3079.926514
	Iteration 9Q: 3 clusters Score -1254392 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1254553.125000 Penalty: 3079.926514
	Iteration 10Q: 3 clusters Score -1254553 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1254694.000000 Penalty: 3079.926514
	Iteration 11Q: 3 clusters Score -1254694 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1254811.875000 Penalty: 3079.926514
	Iteration 12Q: 3 clusters Score -1254812 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1254918.500000 Penalty: 3079.926514
	Iteration 13Q: 3 clusters Score -1254918 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1255020.750000 Penalty: 3079.926514
	Iteration 14Q: 3 clusters Score -1255021 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1255116.125000 Penalty: 3079.926514
	Iteration 15Q: 3 clusters Score -1255116 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1255200.500000 Penalty: 3079.926514
	Iteration 16Q: 3 clusters Score -1255200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1255295.250000 Penalty: 3079.926514
	Iteration 17Q: 3 clusters Score -1255295 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1255403.875000 Penalty: 3079.926514
	Iteration 18Q: 3 clusters Score -1255404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1255503.125000 Penalty: 3079.926514
	Iteration 19Q: 3 clusters Score -1255503 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1255612.500000 Penalty: 3079.926514
	Iteration 20F: 3 clusters Score -1255612 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1255748.750000 Penalty: 3079.926514
	Iteration 21Q: 3 clusters Score -1255749 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1255877.750000 Penalty: 3079.926514
	Iteration 22Q: 3 clusters Score -1255878 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1256029.250000 Penalty: 3079.926514
	Iteration 23Q: 3 clusters Score -1256029 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1256204.625000 Penalty: 3079.926514
	Iteration 24Q: 3 clusters Score -1256205 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1256380.250000 Penalty: 3079.926514
	Iteration 25Q: 3 clusters Score -1256380 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1256526.500000 Penalty: 3079.926514
	Iteration 26Q: 3 clusters Score -1256526 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1256659.875000 Penalty: 3079.926514
	Iteration 27Q: 3 clusters Score -1256660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1256775.125000 Penalty: 3079.926514
	Iteration 28Q: 3 clusters Score -1256775 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1256860.125000 Penalty: 3079.926514
	Iteration 29Q: 3 clusters Score -1256860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1256909.625000 Penalty: 3079.926514
	Iteration 30Q: 3 clusters Score -1256910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1256943.250000 Penalty: 3079.926514
	Iteration 31Q: 3 clusters Score -1256943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1256969.250000 Penalty: 3079.926514
	Iteration 32Q: 3 clusters Score -1256969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1256975.250000 Penalty: 3079.926514
	Iteration 33Q: 3 clusters Score -1256975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1256980.750000 Penalty: 3079.926514
	Iteration 34Q: 3 clusters Score -1256981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1256987.500000 Penalty: 3079.926514
	Iteration 35Q: 3 clusters Score -1256988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1256989.500000 Penalty: 3079.926514
	Iteration 36Q: 3 clusters Score -1256990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1256989.125000 Penalty: 3079.926514
	Iteration 37Q: 3 clusters Score -1256989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1256990.625000 Penalty: 3079.926514
	Iteration 38Q: 3 clusters Score -1256991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1256990.750000 Penalty: 3079.926514
	Iteration 39Q: 3 clusters Score -1256991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1256989.500000 Penalty: 3079.926514
	Iteration 40F: 3 clusters Score -1256990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1256992.125000 Penalty: 3079.926514
	Iteration 41Q: 3 clusters Score -1256992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1256992.125000 Penalty: 3079.926514
	Iteration 42F: 3 clusters Score -1256992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -1228461.000000 Penalty: 1523.892822
	Iteration 0F: 2 clusters Score -1228461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1220153.875000 Penalty: 3047.785645
	Iteration 0F: 3 clusters Score -1220154 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1222871.750000 Penalty: 3047.785645
	Iteration 1F: 3 clusters Score -1222872 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1223218.250000 Penalty: 3047.785645
	Iteration 2F: 3 clusters Score -1223218 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1223631.750000 Penalty: 3047.785645
	Iteration 3F: 3 clusters Score -1223632 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1224259.750000 Penalty: 3047.785645
	Iteration 4F: 3 clusters Score -1224260 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1224984.125000 Penalty: 3047.785645
	Iteration 5F: 3 clusters Score -1224984 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1225654.250000 Penalty: 3047.785645
	Iteration 6F: 3 clusters Score -1225654 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1226138.625000 Penalty: 3047.785645
	Iteration 7F: 3 clusters Score -1226139 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1226484.125000 Penalty: 3047.785645
	Iteration 8Q: 3 clusters Score -1226484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1226742.875000 Penalty: 3047.785645
	Iteration 9Q: 3 clusters Score -1226743 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1226967.750000 Penalty: 3047.785645
	Iteration 10Q: 3 clusters Score -1226968 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1227144.750000 Penalty: 3047.785645
	Iteration 11Q: 3 clusters Score -1227145 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1227264.625000 Penalty: 3047.785645
	Iteration 12Q: 3 clusters Score -1227265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1227361.750000 Penalty: 3047.785645
	Iteration 13Q: 3 clusters Score -1227362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1227428.500000 Penalty: 3047.785645
	Iteration 14Q: 3 clusters Score -1227428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1227475.750000 Penalty: 3047.785645
	Iteration 15Q: 3 clusters Score -1227476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1227516.125000 Penalty: 3047.785645
	Iteration 16Q: 3 clusters Score -1227516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1227544.000000 Penalty: 3047.785645
	Iteration 17Q: 3 clusters Score -1227544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1227563.000000 Penalty: 3047.785645
	Iteration 18Q: 3 clusters Score -1227563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1227579.250000 Penalty: 3047.785645
	Iteration 19Q: 3 clusters Score -1227579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1227590.750000 Penalty: 3047.785645
	Iteration 20F: 3 clusters Score -1227591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1227601.750000 Penalty: 3047.785645
	Iteration 21Q: 3 clusters Score -1227602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1227612.625000 Penalty: 3047.785645
	Iteration 22Q: 3 clusters Score -1227613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1227620.125000 Penalty: 3047.785645
	Iteration 23Q: 3 clusters Score -1227620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1227631.875000 Penalty: 3047.785645
	Iteration 24Q: 3 clusters Score -1227632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1227640.500000 Penalty: 3047.785645
	Iteration 25Q: 3 clusters Score -1227640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1227646.500000 Penalty: 3047.785645
	Iteration 26Q: 3 clusters Score -1227646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1227653.125000 Penalty: 3047.785645
	Iteration 27Q: 3 clusters Score -1227653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1227657.125000 Penalty: 3047.785645
	Iteration 28Q: 3 clusters Score -1227657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1227668.000000 Penalty: 3047.785645
	Iteration 29Q: 3 clusters Score -1227668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1227671.125000 Penalty: 3047.785645
	Iteration 30Q: 3 clusters Score -1227671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1227675.250000 Penalty: 3047.785645
	Iteration 31Q: 3 clusters Score -1227675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1227679.750000 Penalty: 3047.785645
	Iteration 32Q: 3 clusters Score -1227680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1227685.250000 Penalty: 3047.785645
	Iteration 33Q: 3 clusters Score -1227685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1227691.500000 Penalty: 3047.785645
	Iteration 34Q: 3 clusters Score -1227692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1227697.625000 Penalty: 3047.785645
	Iteration 35Q: 3 clusters Score -1227698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1227699.250000 Penalty: 3047.785645
	Iteration 36Q: 3 clusters Score -1227699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1227699.750000 Penalty: 3047.785645
	Iteration 37Q: 3 clusters Score -1227700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1227703.000000 Penalty: 3047.785645
	Iteration 38Q: 3 clusters Score -1227703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1227707.375000 Penalty: 3047.785645
	Iteration 39Q: 3 clusters Score -1227707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1227710.250000 Penalty: 3047.785645
	Iteration 40F: 3 clusters Score -1227710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1227712.875000 Penalty: 3047.785645
	Iteration 41Q: 3 clusters Score -1227713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1227716.125000 Penalty: 3047.785645
	Iteration 42Q: 3 clusters Score -1227716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1227718.250000 Penalty: 3047.785645
	Iteration 43Q: 3 clusters Score -1227718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1227716.875000 Penalty: 3047.785645
	Iteration 44Q: 3 clusters Score -1227717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1227720.875000 Penalty: 3047.785645
	Iteration 45Q: 3 clusters Score -1227721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1227721.750000 Penalty: 3047.785645
	Iteration 46Q: 3 clusters Score -1227722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1227721.875000 Penalty: 3047.785645
	Iteration 47Q: 3 clusters Score -1227722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1227722.500000 Penalty: 3047.785645
	Iteration 48Q: 3 clusters Score -1227722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1227722.875000 Penalty: 3047.785645
	Iteration 49Q: 3 clusters Score -1227723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1227723.875000 Penalty: 3047.785645
	Iteration 50Q: 3 clusters Score -1227724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1227722.375000 Penalty: 3047.785645
	Iteration 51Q: 3 clusters Score -1227722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1227721.250000 Penalty: 3047.785645
	Iteration 52Q: 3 clusters Score -1227721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1227722.000000 Penalty: 3047.785645
	Iteration 53Q: 3 clusters Score -1227722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1227721.375000 Penalty: 3047.785645
	Iteration 54Q: 3 clusters Score -1227721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1227724.125000 Penalty: 3047.785645
	Iteration 55Q: 3 clusters Score -1227724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1227724.125000 Penalty: 3047.785645
	Iteration 56F: 3 clusters Score -1227724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -781866.062500 Penalty: 1461.955933
	Iteration 0F: 2 clusters Score -781866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -776014.312500 Penalty: 2923.911865
	Iteration 0F: 3 clusters Score -776014.3 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -778080.750000 Penalty: 2923.911865
	Iteration 1F: 3 clusters Score -778080.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -778476.000000 Penalty: 2923.911865
	Iteration 2F: 3 clusters Score -778476 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -778800.375000 Penalty: 2923.911865
	Iteration 3F: 3 clusters Score -778800.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -779051.562500 Penalty: 2923.911865
	Iteration 4F: 3 clusters Score -779051.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -779260.000000 Penalty: 2923.911865
	Iteration 5Q: 3 clusters Score -779260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -779437.687500 Penalty: 2923.911865
	Iteration 6Q: 3 clusters Score -779437.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -779641.437500 Penalty: 2923.911865
	Iteration 7Q: 3 clusters Score -779641.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -779913.250000 Penalty: 2923.911865
	Iteration 8Q: 3 clusters Score -779913.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -780172.937500 Penalty: 2923.911865
	Iteration 9Q: 3 clusters Score -780172.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -780418.062500 Penalty: 2923.911865
	Iteration 10Q: 3 clusters Score -780418.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -780632.125000 Penalty: 2923.911865
	Iteration 11Q: 3 clusters Score -780632.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -780793.125000 Penalty: 2923.911865
	Iteration 12Q: 3 clusters Score -780793.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -780914.125000 Penalty: 2923.911865
	Iteration 13Q: 3 clusters Score -780914.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -780998.437500 Penalty: 2923.911865
	Iteration 14Q: 3 clusters Score -780998.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -781062.000000 Penalty: 2923.911865
	Iteration 15Q: 3 clusters Score -781062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -781117.625000 Penalty: 2923.911865
	Iteration 16Q: 3 clusters Score -781117.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -781181.625000 Penalty: 2923.911865
	Iteration 17Q: 3 clusters Score -781181.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -781236.062500 Penalty: 2923.911865
	Iteration 18Q: 3 clusters Score -781236.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -781267.625000 Penalty: 2923.911865
	Iteration 19Q: 3 clusters Score -781267.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -781301.312500 Penalty: 2923.911865
	Iteration 20F: 3 clusters Score -781301.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -781328.187500 Penalty: 2923.911865
	Iteration 21Q: 3 clusters Score -781328.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -781347.000000 Penalty: 2923.911865
	Iteration 22Q: 3 clusters Score -781347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -781365.937500 Penalty: 2923.911865
	Iteration 23Q: 3 clusters Score -781365.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -781387.625000 Penalty: 2923.911865
	Iteration 24Q: 3 clusters Score -781387.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -781403.000000 Penalty: 2923.911865
	Iteration 25Q: 3 clusters Score -781403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -781409.750000 Penalty: 2923.911865
	Iteration 26Q: 3 clusters Score -781409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -781416.000000 Penalty: 2923.911865
	Iteration 27Q: 3 clusters Score -781416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -781421.750000 Penalty: 2923.911865
	Iteration 28Q: 3 clusters Score -781421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -781425.875000 Penalty: 2923.911865
	Iteration 29Q: 3 clusters Score -781425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -781426.125000 Penalty: 2923.911865
	Iteration 30Q: 3 clusters Score -781426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -781427.562500 Penalty: 2923.911865
	Iteration 31Q: 3 clusters Score -781427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -781429.062500 Penalty: 2923.911865
	Iteration 32Q: 3 clusters Score -781429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -781430.250000 Penalty: 2923.911865
	Iteration 33Q: 3 clusters Score -781430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -781430.625000 Penalty: 2923.911865
	Iteration 34Q: 3 clusters Score -781430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -781431.750000 Penalty: 2923.911865
	Iteration 35Q: 3 clusters Score -781431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -781432.812500 Penalty: 2923.911865
	Iteration 36Q: 3 clusters Score -781432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -781432.812500 Penalty: 2923.911865
	Iteration 37F: 3 clusters Score -781432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Entering Unmasked Estep 
Score: -1458568.625000 Penalty: 1554.187622
	Iteration 0F: 2 clusters Score -1458569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1448534.000000 Penalty: 3108.375244
	Iteration 0F: 3 clusters Score -1448534 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1452076.500000 Penalty: 3108.375244
	Iteration 1F: 3 clusters Score -1452076 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1452476.250000 Penalty: 3108.375244
	Iteration 2F: 3 clusters Score -1452476 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1452863.500000 Penalty: 3108.375244
	Iteration 3F: 3 clusters Score -1452864 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1453301.625000 Penalty: 3108.375244
	Iteration 4F: 3 clusters Score -1453302 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1453855.500000 Penalty: 3108.375244
	Iteration 5F: 3 clusters Score -1453856 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1454478.250000 Penalty: 3108.375244
	Iteration 6F: 3 clusters Score -1454478 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1455100.375000 Penalty: 3108.375244
	Iteration 7F: 3 clusters Score -1455100 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1455692.375000 Penalty: 3108.375244
	Iteration 8F: 3 clusters Score -1455692 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1456277.000000 Penalty: 3108.375244
	Iteration 9Q: 3 clusters Score -1456277 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1456753.125000 Penalty: 3108.375244
	Iteration 10Q: 3 clusters Score -1456753 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1457026.375000 Penalty: 3108.375244
	Iteration 11Q: 3 clusters Score -1457026 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1457202.000000 Penalty: 3108.375244
	Iteration 12Q: 3 clusters Score -1457202 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1457303.625000 Penalty: 3108.375244
	Iteration 13Q: 3 clusters Score -1457304 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1457382.000000 Penalty: 3108.375244
	Iteration 14Q: 3 clusters Score -1457382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1457441.000000 Penalty: 3108.375244
	Iteration 15Q: 3 clusters Score -1457441 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1457493.875000 Penalty: 3108.375244
	Iteration 16Q: 3 clusters Score -1457494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1457523.625000 Penalty: 3108.375244
	Iteration 17Q: 3 clusters Score -1457524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1457545.250000 Penalty: 3108.375244
	Iteration 18Q: 3 clusters Score -1457545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1457562.125000 Penalty: 3108.375244
	Iteration 19Q: 3 clusters Score -1457562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1457571.625000 Penalty: 3108.375244
	Iteration 20F: 3 clusters Score -1457572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1457588.125000 Penalty: 3108.375244
	Iteration 21Q: 3 clusters Score -1457588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1457592.375000 Penalty: 3108.375244
	Iteration 22Q: 3 clusters Score -1457592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1457601.500000 Penalty: 3108.375244
	Iteration 23Q: 3 clusters Score -1457602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1457607.250000 Penalty: 3108.375244
	Iteration 24Q: 3 clusters Score -1457607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1457613.750000 Penalty: 3108.375244
	Iteration 25Q: 3 clusters Score -1457614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1457620.125000 Penalty: 3108.375244
	Iteration 26Q: 3 clusters Score -1457620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1457623.250000 Penalty: 3108.375244
	Iteration 27Q: 3 clusters Score -1457623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1457625.625000 Penalty: 3108.375244
	Iteration 28Q: 3 clusters Score -1457626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1457625.125000 Penalty: 3108.375244
	Iteration 29Q: 3 clusters Score -1457625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1457628.125000 Penalty: 3108.375244
	Iteration 30Q: 3 clusters Score -1457628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1457628.125000 Penalty: 3108.375244
	Iteration 31F: 3 clusters Score -1457628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Entering Unmasked Estep 
Score: -8505424.000000 Penalty: 1836.916870
	Iteration 0F: 2 clusters Score -8505424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -8451032.000000 Penalty: 3673.833740
	Iteration 0F: 3 clusters Score -8451032 nChanged 38688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -8473580.000000 Penalty: 3673.833740
	Iteration 1F: 3 clusters Score -8473580 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -8474437.000000 Penalty: 3673.833740
	Iteration 2Q: 3 clusters Score -8474437 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -8475473.000000 Penalty: 3673.833740
	Iteration 3Q: 3 clusters Score -8475473 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8476861.000000 Penalty: 3673.833740
	Iteration 4Q: 3 clusters Score -8476861 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8478553.000000 Penalty: 3673.833740
	Iteration 5Q: 3 clusters Score -8478553 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -8480839.000000 Penalty: 3673.833740
	Iteration 6F: 3 clusters Score -8480839 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -8483827.000000 Penalty: 3673.833740
	Iteration 7F: 3 clusters Score -8483827 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -8486985.000000 Penalty: 3673.833740
	Iteration 8F: 3 clusters Score -8486985 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -8489501.000000 Penalty: 3673.833740
	Iteration 9F: 3 clusters Score -8489501 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -8491023.000000 Penalty: 3673.833740
	Iteration 10Q: 3 clusters Score -8491023 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -8491826.000000 Penalty: 3673.833740
	Iteration 11Q: 3 clusters Score -8491826 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -8492243.000000 Penalty: 3673.833740
	Iteration 12Q: 3 clusters Score -8492243 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -8492702.000000 Penalty: 3673.833740
	Iteration 13Q: 3 clusters Score -8492702 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8493270.000000 Penalty: 3673.833740
	Iteration 14Q: 3 clusters Score -8493270 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -8493927.000000 Penalty: 3673.833740
	Iteration 15Q: 3 clusters Score -8493927 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -8494742.000000 Penalty: 3673.833740
	Iteration 16Q: 3 clusters Score -8494742 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8495759.000000 Penalty: 3673.833740
	Iteration 17Q: 3 clusters Score -8495759 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -8496828.000000 Penalty: 3673.833740
	Iteration 18Q: 3 clusters Score -8496828 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -8498126.000000 Penalty: 3673.833740
	Iteration 19Q: 3 clusters Score -8498126 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -8499391.000000 Penalty: 3673.833740
	Iteration 20F: 3 clusters Score -8499391 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -8500528.000000 Penalty: 3673.833740
	Iteration 21Q: 3 clusters Score -8500528 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -8501422.000000 Penalty: 3673.833740
	Iteration 22Q: 3 clusters Score -8501422 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -8502325.000000 Penalty: 3673.833740
	Iteration 23Q: 3 clusters Score -8502325 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -8502898.000000 Penalty: 3673.833740
	Iteration 24Q: 3 clusters Score -8502898 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8503233.000000 Penalty: 3673.833740
	Iteration 25Q: 3 clusters Score -8503233 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -8503449.000000 Penalty: 3673.833740
	Iteration 26Q: 3 clusters Score -8503449 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8503633.000000 Penalty: 3673.833740
	Iteration 27Q: 3 clusters Score -8503633 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -8503733.000000 Penalty: 3673.833740
	Iteration 28Q: 3 clusters Score -8503733 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -8503805.000000 Penalty: 3673.833740
	Iteration 29Q: 3 clusters Score -8503805 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8503876.000000 Penalty: 3673.833740
	Iteration 30Q: 3 clusters Score -8503876 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -8503941.000000 Penalty: 3673.833740
	Iteration 31Q: 3 clusters Score -8503941 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8503965.000000 Penalty: 3673.833740
	Iteration 32Q: 3 clusters Score -8503965 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -8504011.000000 Penalty: 3673.833740
	Iteration 33Q: 3 clusters Score -8504011 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8504051.000000 Penalty: 3673.833740
	Iteration 34Q: 3 clusters Score -8504051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8504086.000000 Penalty: 3673.833740
	Iteration 35Q: 3 clusters Score -8504086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8504093.000000 Penalty: 3673.833740
	Iteration 36Q: 3 clusters Score -8504093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8504120.000000 Penalty: 3673.833740
	Iteration 37Q: 3 clusters Score -8504120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8504136.000000 Penalty: 3673.833740
	Iteration 38Q: 3 clusters Score -8504136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -8504153.000000 Penalty: 3673.833740
	Iteration 39Q: 3 clusters Score -8504153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8504187.000000 Penalty: 3673.833740
	Iteration 40F: 3 clusters Score -8504187 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -8504195.000000 Penalty: 3673.833740
	Iteration 41Q: 3 clusters Score -8504195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8504186.000000 Penalty: 3673.833740
	Iteration 42Q: 3 clusters Score -8504186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8504201.000000 Penalty: 3673.833740
	Iteration 43Q: 3 clusters Score -8504201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8504210.000000 Penalty: 3673.833740
	Iteration 44Q: 3 clusters Score -8504210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8504220.000000 Penalty: 3673.833740
	Iteration 45Q: 3 clusters Score -8504220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -8504224.000000 Penalty: 3673.833740
	Iteration 46Q: 3 clusters Score -8504224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8504237.000000 Penalty: 3673.833740
	Iteration 47Q: 3 clusters Score -8504237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8504246.000000 Penalty: 3673.833740
	Iteration 48Q: 3 clusters Score -8504246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8504260.000000 Penalty: 3673.833740
	Iteration 49Q: 3 clusters Score -8504260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -8504269.000000 Penalty: 3673.833740
	Iteration 50Q: 3 clusters Score -8504269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8504277.000000 Penalty: 3673.833740
	Iteration 51Q: 3 clusters Score -8504277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8504279.000000 Penalty: 3673.833740
	Iteration 52Q: 3 clusters Score -8504279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8504281.000000 Penalty: 3673.833740
	Iteration 53Q: 3 clusters Score -8504281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8504287.000000 Penalty: 3673.833740
	Iteration 54Q: 3 clusters Score -8504287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8504283.000000 Penalty: 3673.833740
	Iteration 55Q: 3 clusters Score -8504283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8504280.000000 Penalty: 3673.833740
	Iteration 56Q: 3 clusters Score -8504280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8504286.000000 Penalty: 3673.833740
	Iteration 57Q: 3 clusters Score -8504286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8504274.000000 Penalty: 3673.833740
	Iteration 58Q: 3 clusters Score -8504274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8504277.000000 Penalty: 3673.833740
	Iteration 59Q: 3 clusters Score -8504277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8504273.000000 Penalty: 3673.833740
	Iteration 60F: 3 clusters Score -8504273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8504274.000000 Penalty: 3673.833740
	Iteration 61Q: 3 clusters Score -8504274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8504285.000000 Penalty: 3673.833740
	Iteration 62Q: 3 clusters Score -8504285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8504288.000000 Penalty: 3673.833740
	Iteration 63Q: 3 clusters Score -8504288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8504294.000000 Penalty: 3673.833740
	Iteration 64Q: 3 clusters Score -8504294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8504300.000000 Penalty: 3673.833740
	Iteration 65Q: 3 clusters Score -8504300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8504311.000000 Penalty: 3673.833740
	Iteration 66Q: 3 clusters Score -8504311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8504307.000000 Penalty: 3673.833740
	Iteration 67Q: 3 clusters Score -8504307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8504306.000000 Penalty: 3673.833740
	Iteration 68Q: 3 clusters Score -8504306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8504311.000000 Penalty: 3673.833740
	Iteration 69Q: 3 clusters Score -8504311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8504313.000000 Penalty: 3673.833740
	Iteration 70Q: 3 clusters Score -8504313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8504316.000000 Penalty: 3673.833740
	Iteration 71Q: 3 clusters Score -8504316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8504319.000000 Penalty: 3673.833740
	Iteration 72Q: 3 clusters Score -8504319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8504323.000000 Penalty: 3673.833740
	Iteration 73Q: 3 clusters Score -8504323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8504315.000000 Penalty: 3673.833740
	Iteration 74Q: 3 clusters Score -8504315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -8504310.000000 Penalty: 3673.833740
	Iteration 75Q: 3 clusters Score -8504310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8504323.000000 Penalty: 3673.833740
	Iteration 76Q: 3 clusters Score -8504323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8504334.000000 Penalty: 3673.833740
	Iteration 77Q: 3 clusters Score -8504334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8504329.000000 Penalty: 3673.833740
	Iteration 78Q: 3 clusters Score -8504329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8504319.000000 Penalty: 3673.833740
	Iteration 79Q: 3 clusters Score -8504319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8504316.000000 Penalty: 3673.833740
	Iteration 80F: 3 clusters Score -8504316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -8504318.000000 Penalty: 3673.833740
	Iteration 81Q: 3 clusters Score -8504318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8504317.000000 Penalty: 3673.833740
	Iteration 82Q: 3 clusters Score -8504317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8504323.000000 Penalty: 3673.833740
	Iteration 83Q: 3 clusters Score -8504323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8504324.000000 Penalty: 3673.833740
	Iteration 84Q: 3 clusters Score -8504324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8504337.000000 Penalty: 3673.833740
	Iteration 85Q: 3 clusters Score -8504337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8504332.000000 Penalty: 3673.833740
	Iteration 86Q: 3 clusters Score -8504332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8504339.000000 Penalty: 3673.833740
	Iteration 87Q: 3 clusters Score -8504339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8504343.000000 Penalty: 3673.833740
	Iteration 88Q: 3 clusters Score -8504343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8504341.000000 Penalty: 3673.833740
	Iteration 89Q: 3 clusters Score -8504341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8504344.000000 Penalty: 3673.833740
	Iteration 90Q: 3 clusters Score -8504344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8504345.000000 Penalty: 3673.833740
	Iteration 91Q: 3 clusters Score -8504345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8504346.000000 Penalty: 3673.833740
	Iteration 92Q: 3 clusters Score -8504346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -8504336.000000 Penalty: 3673.833740
	Iteration 93Q: 3 clusters Score -8504336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8504340.000000 Penalty: 3673.833740
	Iteration 94Q: 3 clusters Score -8504340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8504339.000000 Penalty: 3673.833740
	Iteration 95Q: 3 clusters Score -8504339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8504339.000000 Penalty: 3673.833740
	Iteration 96Q: 3 clusters Score -8504339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8504343.000000 Penalty: 3673.833740
	Iteration 97Q: 3 clusters Score -8504343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8504339.000000 Penalty: 3673.833740
	Iteration 98Q: 3 clusters Score -8504339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8504337.000000 Penalty: 3673.833740
	Iteration 99Q: 3 clusters Score -8504337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8504337.000000 Penalty: 3673.833740
	Iteration 100F: 3 clusters Score -8504337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -605315.250000 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -605315.2 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 3195 members 
Entering Unmasked Estep 
Score: -600415.000000 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -600415 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -601989.875000 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -601989.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -602386.062500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -602386.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -602676.312500 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -602676.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -602927.437500 Penalty: 2849.584473
	Iteration 4F: 3 clusters Score -602927.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -603163.250000 Penalty: 2849.584473
	Iteration 5F: 3 clusters Score -603163.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -603416.937500 Penalty: 2849.584473
	Iteration 6Q: 3 clusters Score -603416.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -603693.375000 Penalty: 2849.584473
	Iteration 7Q: 3 clusters Score -603693.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -603989.875000 Penalty: 2849.584473
	Iteration 8Q: 3 clusters Score -603989.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -604295.812500 Penalty: 2849.584473
	Iteration 9F: 3 clusters Score -604295.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -604537.875000 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -604537.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -604757.062500 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -604757.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -604898.062500 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -604898.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -604950.250000 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -604950.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -604969.812500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -604969.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -604980.812500 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -604980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -604986.937500 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -604986.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -604988.375000 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -604988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -604989.375000 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -604989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -604991.312500 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -604991.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -604991.125000 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -604991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -604992.312500 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -604992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -604994.750000 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -604994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -604994.875000 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -604994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -604995.812500 Penalty: 2849.584473
	Iteration 24Q: 3 clusters Score -604995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -604996.062500 Penalty: 2849.584473
	Iteration 25Q: 3 clusters Score -604996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -604995.500000 Penalty: 2849.584473
	Iteration 26Q: 3 clusters Score -604995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -604996.187500 Penalty: 2849.584473
	Iteration 27Q: 3 clusters Score -604996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -604995.312500 Penalty: 2849.584473
	Iteration 28Q: 3 clusters Score -604995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -604996.125000 Penalty: 2849.584473
	Iteration 29Q: 3 clusters Score -604996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -604996.812500 Penalty: 2849.584473
	Iteration 30Q: 3 clusters Score -604996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -604996.812500 Penalty: 2849.584473
	Iteration 31Q: 3 clusters Score -604996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -604996.500000 Penalty: 2849.584473
	Iteration 32Q: 3 clusters Score -604996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -604996.500000 Penalty: 2849.584473
	Iteration 33F: 3 clusters Score -604996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Entering Unmasked Estep 
Score: -7350901.500000 Penalty: 1813.226929
	Iteration 0F: 2 clusters Score -7350902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -7303988.000000 Penalty: 3626.453857
	Iteration 0F: 3 clusters Score -7303988 nChanged 33022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -7323715.500000 Penalty: 3626.453857
	Iteration 1F: 3 clusters Score -7323716 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -7325813.000000 Penalty: 3626.453857
	Iteration 2F: 3 clusters Score -7325813 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7329083.500000 Penalty: 3626.453857
	Iteration 3F: 3 clusters Score -7329084 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -7333769.500000 Penalty: 3626.453857
	Iteration 4F: 3 clusters Score -7333770 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -7339245.500000 Penalty: 3626.453857
	Iteration 5F: 3 clusters Score -7339246 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7344232.500000 Penalty: 3626.453857
	Iteration 6F: 3 clusters Score -7344232 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7347164.500000 Penalty: 3626.453857
	Iteration 7Q: 3 clusters Score -7347164 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7348510.000000 Penalty: 3626.453857
	Iteration 8Q: 3 clusters Score -7348510 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7348938.500000 Penalty: 3626.453857
	Iteration 9Q: 3 clusters Score -7348938 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7349117.000000 Penalty: 3626.453857
	Iteration 10Q: 3 clusters Score -7349117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7349215.000000 Penalty: 3626.453857
	Iteration 11Q: 3 clusters Score -7349215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7349248.500000 Penalty: 3626.453857
	Iteration 12Q: 3 clusters Score -7349248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7349278.500000 Penalty: 3626.453857
	Iteration 13Q: 3 clusters Score -7349278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7349298.000000 Penalty: 3626.453857
	Iteration 14Q: 3 clusters Score -7349298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7349309.000000 Penalty: 3626.453857
	Iteration 15Q: 3 clusters Score -7349309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7349323.000000 Penalty: 3626.453857
	Iteration 16Q: 3 clusters Score -7349323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7349336.500000 Penalty: 3626.453857
	Iteration 17Q: 3 clusters Score -7349336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7349339.000000 Penalty: 3626.453857
	Iteration 18Q: 3 clusters Score -7349339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7349348.500000 Penalty: 3626.453857
	Iteration 19Q: 3 clusters Score -7349348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7349345.500000 Penalty: 3626.453857
	Iteration 20F: 3 clusters Score -7349346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7349346.500000 Penalty: 3626.453857
	Iteration 21Q: 3 clusters Score -7349346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7349346.500000 Penalty: 3626.453857
	Iteration 22F: 3 clusters Score -7349346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Entering Unmasked Estep 
Score: -2852467.250000 Penalty: 1660.751953
	Iteration 0F: 2 clusters Score -2852467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2833859.500000 Penalty: 3321.503906
	Iteration 0F: 3 clusters Score -2833860 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2840780.500000 Penalty: 3321.503906
	Iteration 1F: 3 clusters Score -2840780 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2841303.000000 Penalty: 3321.503906
	Iteration 2Q: 3 clusters Score -2841303 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2841894.500000 Penalty: 3321.503906
	Iteration 3Q: 3 clusters Score -2841894 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2842573.250000 Penalty: 3321.503906
	Iteration 4F: 3 clusters Score -2842573 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2843316.500000 Penalty: 3321.503906
	Iteration 5F: 3 clusters Score -2843316 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2844166.750000 Penalty: 3321.503906
	Iteration 6F: 3 clusters Score -2844167 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2845049.500000 Penalty: 3321.503906
	Iteration 7F: 3 clusters Score -2845050 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2845941.750000 Penalty: 3321.503906
	Iteration 8F: 3 clusters Score -2845942 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2846966.250000 Penalty: 3321.503906
	Iteration 9F: 3 clusters Score -2846966 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2848052.250000 Penalty: 3321.503906
	Iteration 10F: 3 clusters Score -2848052 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2848982.000000 Penalty: 3321.503906
	Iteration 11Q: 3 clusters Score -2848982 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2849511.500000 Penalty: 3321.503906
	Iteration 12Q: 3 clusters Score -2849512 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2849801.000000 Penalty: 3321.503906
	Iteration 13Q: 3 clusters Score -2849801 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2849975.750000 Penalty: 3321.503906
	Iteration 14Q: 3 clusters Score -2849976 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2850081.250000 Penalty: 3321.503906
	Iteration 15Q: 3 clusters Score -2850081 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2850160.500000 Penalty: 3321.503906
	Iteration 16Q: 3 clusters Score -2850160 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2850214.750000 Penalty: 3321.503906
	Iteration 17Q: 3 clusters Score -2850215 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2850264.000000 Penalty: 3321.503906
	Iteration 18Q: 3 clusters Score -2850264 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2850285.250000 Penalty: 3321.503906
	Iteration 19Q: 3 clusters Score -2850285 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2850314.000000 Penalty: 3321.503906
	Iteration 20F: 3 clusters Score -2850314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2850327.250000 Penalty: 3321.503906
	Iteration 21Q: 3 clusters Score -2850327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2850347.250000 Penalty: 3321.503906
	Iteration 22Q: 3 clusters Score -2850347 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2850367.750000 Penalty: 3321.503906
	Iteration 23Q: 3 clusters Score -2850368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2850370.000000 Penalty: 3321.503906
	Iteration 24Q: 3 clusters Score -2850370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2850366.500000 Penalty: 3321.503906
	Iteration 25Q: 3 clusters Score -2850366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2850375.500000 Penalty: 3321.503906
	Iteration 26Q: 3 clusters Score -2850376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2850375.250000 Penalty: 3321.503906
	Iteration 27Q: 3 clusters Score -2850375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2850371.250000 Penalty: 3321.503906
	Iteration 28Q: 3 clusters Score -2850371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2850375.000000 Penalty: 3321.503906
	Iteration 29Q: 3 clusters Score -2850375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2850372.000000 Penalty: 3321.503906
	Iteration 30Q: 3 clusters Score -2850372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2850372.750000 Penalty: 3321.503906
	Iteration 31Q: 3 clusters Score -2850373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2850372.250000 Penalty: 3321.503906
	Iteration 32Q: 3 clusters Score -2850372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2850382.000000 Penalty: 3321.503906
	Iteration 33Q: 3 clusters Score -2850382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2850375.000000 Penalty: 3321.503906
	Iteration 34Q: 3 clusters Score -2850375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2850375.250000 Penalty: 3321.503906
	Iteration 35Q: 3 clusters Score -2850375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2850378.750000 Penalty: 3321.503906
	Iteration 36Q: 3 clusters Score -2850379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2850374.250000 Penalty: 3321.503906
	Iteration 37Q: 3 clusters Score -2850374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2850380.000000 Penalty: 3321.503906
	Iteration 38Q: 3 clusters Score -2850380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2850387.250000 Penalty: 3321.503906
	Iteration 39Q: 3 clusters Score -2850387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2850388.000000 Penalty: 3321.503906
	Iteration 40F: 3 clusters Score -2850388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2850389.750000 Penalty: 3321.503906
	Iteration 41Q: 3 clusters Score -2850390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2850391.250000 Penalty: 3321.503906
	Iteration 42Q: 3 clusters Score -2850391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2850387.500000 Penalty: 3321.503906
	Iteration 43Q: 3 clusters Score -2850388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2850388.500000 Penalty: 3321.503906
	Iteration 44Q: 3 clusters Score -2850388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2850385.000000 Penalty: 3321.503906
	Iteration 45Q: 3 clusters Score -2850385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2850385.000000 Penalty: 3321.503906
	Iteration 46F: 3 clusters Score -2850385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -335801.500000 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -335801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -332773.375000 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -332773.4 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -333565.312500 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -333565.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -333779.468750 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -333779.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -333990.937500 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -333990.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -334210.593750 Penalty: 2652.446777
	Iteration 4F: 3 clusters Score -334210.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -334405.031250 Penalty: 2652.446777
	Iteration 5Q: 3 clusters Score -334405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -334586.937500 Penalty: 2652.446777
	Iteration 6F: 3 clusters Score -334586.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -334731.156250 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -334731.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -334872.406250 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -334872.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -334994.375000 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -334994.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -335076.093750 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -335076.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -335128.812500 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -335128.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -335175.468750 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -335175.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -335221.125000 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -335221.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -335252.656250 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -335252.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -335282.625000 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -335282.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -335314.218750 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -335314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -335335.843750 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -335335.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -335357.125000 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -335357.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -335375.750000 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -335375.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -335400.156250 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -335400.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -335417.000000 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -335417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -335426.531250 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -335426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -335429.906250 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -335429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -335433.406250 Penalty: 2652.446777
	Iteration 24Q: 3 clusters Score -335433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -335436.031250 Penalty: 2652.446777
	Iteration 25Q: 3 clusters Score -335436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -335439.812500 Penalty: 2652.446777
	Iteration 26Q: 3 clusters Score -335439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -335440.937500 Penalty: 2652.446777
	Iteration 27Q: 3 clusters Score -335440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -335442.093750 Penalty: 2652.446777
	Iteration 28Q: 3 clusters Score -335442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -335444.468750 Penalty: 2652.446777
	Iteration 29Q: 3 clusters Score -335444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -335446.031250 Penalty: 2652.446777
	Iteration 30Q: 3 clusters Score -335446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -335448.343750 Penalty: 2652.446777
	Iteration 31Q: 3 clusters Score -335448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -335449.375000 Penalty: 2652.446777
	Iteration 32Q: 3 clusters Score -335449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -335450.187500 Penalty: 2652.446777
	Iteration 33Q: 3 clusters Score -335450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -335450.593750 Penalty: 2652.446777
	Iteration 34Q: 3 clusters Score -335450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -335451.000000 Penalty: 2652.446777
	Iteration 35Q: 3 clusters Score -335451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -335451.125000 Penalty: 2652.446777
	Iteration 36Q: 3 clusters Score -335451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -335451.875000 Penalty: 2652.446777
	Iteration 37Q: 3 clusters Score -335451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -335452.062500 Penalty: 2652.446777
	Iteration 38Q: 3 clusters Score -335452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -335452.062500 Penalty: 2652.446777
	Iteration 39F: 3 clusters Score -335452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -522903.656250 Penalty: 1393.696411
	Iteration 0F: 2 clusters Score -522903.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -518732.125000 Penalty: 2787.392822
	Iteration 0F: 3 clusters Score -518732.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -519953.781250 Penalty: 2787.392822
	Iteration 1F: 3 clusters Score -519953.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -520225.468750 Penalty: 2787.392822
	Iteration 2F: 3 clusters Score -520225.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -520491.625000 Penalty: 2787.392822
	Iteration 3F: 3 clusters Score -520491.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -520741.875000 Penalty: 2787.392822
	Iteration 4F: 3 clusters Score -520741.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -520930.812500 Penalty: 2787.392822
	Iteration 5F: 3 clusters Score -520930.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -521110.156250 Penalty: 2787.392822
	Iteration 6F: 3 clusters Score -521110.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -521254.687500 Penalty: 2787.392822
	Iteration 7Q: 3 clusters Score -521254.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -521390.468750 Penalty: 2787.392822
	Iteration 8Q: 3 clusters Score -521390.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -521527.718750 Penalty: 2787.392822
	Iteration 9Q: 3 clusters Score -521527.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -521635.937500 Penalty: 2787.392822
	Iteration 10Q: 3 clusters Score -521635.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -521746.218750 Penalty: 2787.392822
	Iteration 11Q: 3 clusters Score -521746.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -521824.500000 Penalty: 2787.392822
	Iteration 12Q: 3 clusters Score -521824.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -521883.968750 Penalty: 2787.392822
	Iteration 13Q: 3 clusters Score -521884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -521946.531250 Penalty: 2787.392822
	Iteration 14Q: 3 clusters Score -521946.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -522006.812500 Penalty: 2787.392822
	Iteration 15Q: 3 clusters Score -522006.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -522058.375000 Penalty: 2787.392822
	Iteration 16Q: 3 clusters Score -522058.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -522092.531250 Penalty: 2787.392822
	Iteration 17Q: 3 clusters Score -522092.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -522122.812500 Penalty: 2787.392822
	Iteration 18Q: 3 clusters Score -522122.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -522154.781250 Penalty: 2787.392822
	Iteration 19Q: 3 clusters Score -522154.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -522184.125000 Penalty: 2787.392822
	Iteration 20F: 3 clusters Score -522184.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -522214.187500 Penalty: 2787.392822
	Iteration 21Q: 3 clusters Score -522214.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -522241.218750 Penalty: 2787.392822
	Iteration 22Q: 3 clusters Score -522241.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -522257.781250 Penalty: 2787.392822
	Iteration 23Q: 3 clusters Score -522257.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -522268.218750 Penalty: 2787.392822
	Iteration 24Q: 3 clusters Score -522268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -522274.843750 Penalty: 2787.392822
	Iteration 25Q: 3 clusters Score -522274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -522282.187500 Penalty: 2787.392822
	Iteration 26Q: 3 clusters Score -522282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -522290.531250 Penalty: 2787.392822
	Iteration 27Q: 3 clusters Score -522290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -522298.218750 Penalty: 2787.392822
	Iteration 28Q: 3 clusters Score -522298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -522308.218750 Penalty: 2787.392822
	Iteration 29Q: 3 clusters Score -522308.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -522317.187500 Penalty: 2787.392822
	Iteration 30Q: 3 clusters Score -522317.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -522325.187500 Penalty: 2787.392822
	Iteration 31Q: 3 clusters Score -522325.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -522329.750000 Penalty: 2787.392822
	Iteration 32Q: 3 clusters Score -522329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -522331.000000 Penalty: 2787.392822
	Iteration 33Q: 3 clusters Score -522331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -522333.187500 Penalty: 2787.392822
	Iteration 34Q: 3 clusters Score -522333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -522334.687500 Penalty: 2787.392822
	Iteration 35Q: 3 clusters Score -522334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -522339.718750 Penalty: 2787.392822
	Iteration 36Q: 3 clusters Score -522339.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -522342.562500 Penalty: 2787.392822
	Iteration 37Q: 3 clusters Score -522342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -522345.968750 Penalty: 2787.392822
	Iteration 38Q: 3 clusters Score -522346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -522351.656250 Penalty: 2787.392822
	Iteration 39Q: 3 clusters Score -522351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -522361.000000 Penalty: 2787.392822
	Iteration 40F: 3 clusters Score -522361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -522370.062500 Penalty: 2787.392822
	Iteration 41Q: 3 clusters Score -522370.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -522381.906250 Penalty: 2787.392822
	Iteration 42Q: 3 clusters Score -522381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -522392.375000 Penalty: 2787.392822
	Iteration 43Q: 3 clusters Score -522392.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -522402.750000 Penalty: 2787.392822
	Iteration 44Q: 3 clusters Score -522402.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -522417.187500 Penalty: 2787.392822
	Iteration 45Q: 3 clusters Score -522417.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -522428.625000 Penalty: 2787.392822
	Iteration 46Q: 3 clusters Score -522428.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -522439.625000 Penalty: 2787.392822
	Iteration 47Q: 3 clusters Score -522439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -522444.937500 Penalty: 2787.392822
	Iteration 48Q: 3 clusters Score -522444.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -522451.875000 Penalty: 2787.392822
	Iteration 49Q: 3 clusters Score -522451.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -522456.781250 Penalty: 2787.392822
	Iteration 50Q: 3 clusters Score -522456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -522459.437500 Penalty: 2787.392822
	Iteration 51Q: 3 clusters Score -522459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -522462.093750 Penalty: 2787.392822
	Iteration 52Q: 3 clusters Score -522462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -522462.656250 Penalty: 2787.392822
	Iteration 53Q: 3 clusters Score -522462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -522464.593750 Penalty: 2787.392822
	Iteration 54Q: 3 clusters Score -522464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -522463.625000 Penalty: 2787.392822
	Iteration 55Q: 3 clusters Score -522463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -522466.562500 Penalty: 2787.392822
	Iteration 56Q: 3 clusters Score -522466.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -522469.906250 Penalty: 2787.392822
	Iteration 57Q: 3 clusters Score -522469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -522471.656250 Penalty: 2787.392822
	Iteration 58Q: 3 clusters Score -522471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -522477.437500 Penalty: 2787.392822
	Iteration 59Q: 3 clusters Score -522477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -522484.312500 Penalty: 2787.392822
	Iteration 60F: 3 clusters Score -522484.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -522493.125000 Penalty: 2787.392822
	Iteration 61Q: 3 clusters Score -522493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -522504.437500 Penalty: 2787.392822
	Iteration 62Q: 3 clusters Score -522504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -522519.156250 Penalty: 2787.392822
	Iteration 63Q: 3 clusters Score -522519.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -522546.468750 Penalty: 2787.392822
	Iteration 64Q: 3 clusters Score -522546.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -522589.218750 Penalty: 2787.392822
	Iteration 65Q: 3 clusters Score -522589.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -522655.718750 Penalty: 2787.392822
	Iteration 66Q: 3 clusters Score -522655.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -522724.593750 Penalty: 2787.392822
	Iteration 67Q: 3 clusters Score -522724.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -522752.250000 Penalty: 2787.392822
	Iteration 68Q: 3 clusters Score -522752.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -522767.062500 Penalty: 2787.392822
	Iteration 69Q: 3 clusters Score -522767.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -522773.031250 Penalty: 2787.392822
	Iteration 70Q: 3 clusters Score -522773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -522775.906250 Penalty: 2787.392822
	Iteration 71Q: 3 clusters Score -522775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -522775.500000 Penalty: 2787.392822
	Iteration 72Q: 3 clusters Score -522775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -522776.312500 Penalty: 2787.392822
	Iteration 73Q: 3 clusters Score -522776.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -522776.312500 Penalty: 2787.392822
	Iteration 74F: 3 clusters Score -522776.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -945725.937500 Penalty: 1480.010010
	Iteration 0F: 2 clusters Score -945725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -939192.500000 Penalty: 2960.020020
	Iteration 0F: 3 clusters Score -939192.5 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -941292.500000 Penalty: 2960.020020
	Iteration 1F: 3 clusters Score -941292.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -941574.375000 Penalty: 2960.020020
	Iteration 2F: 3 clusters Score -941574.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -941845.000000 Penalty: 2960.020020
	Iteration 3F: 3 clusters Score -941845 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -942209.875000 Penalty: 2960.020020
	Iteration 4F: 3 clusters Score -942209.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -942666.625000 Penalty: 2960.020020
	Iteration 5F: 3 clusters Score -942666.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -943154.812500 Penalty: 2960.020020
	Iteration 6F: 3 clusters Score -943154.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -943612.187500 Penalty: 2960.020020
	Iteration 7F: 3 clusters Score -943612.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -943973.187500 Penalty: 2960.020020
	Iteration 8Q: 3 clusters Score -943973.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -944201.062500 Penalty: 2960.020020
	Iteration 9Q: 3 clusters Score -944201.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -944327.000000 Penalty: 2960.020020
	Iteration 10Q: 3 clusters Score -944327 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -944424.000000 Penalty: 2960.020020
	Iteration 11Q: 3 clusters Score -944424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -944497.250000 Penalty: 2960.020020
	Iteration 12Q: 3 clusters Score -944497.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -944553.687500 Penalty: 2960.020020
	Iteration 13Q: 3 clusters Score -944553.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -944586.875000 Penalty: 2960.020020
	Iteration 14Q: 3 clusters Score -944586.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -944619.750000 Penalty: 2960.020020
	Iteration 15Q: 3 clusters Score -944619.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -944646.750000 Penalty: 2960.020020
	Iteration 16Q: 3 clusters Score -944646.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -944668.750000 Penalty: 2960.020020
	Iteration 17Q: 3 clusters Score -944668.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -944687.250000 Penalty: 2960.020020
	Iteration 18Q: 3 clusters Score -944687.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -944700.750000 Penalty: 2960.020020
	Iteration 19Q: 3 clusters Score -944700.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -944716.625000 Penalty: 2960.020020
	Iteration 20F: 3 clusters Score -944716.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -944738.625000 Penalty: 2960.020020
	Iteration 21Q: 3 clusters Score -944738.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -944760.000000 Penalty: 2960.020020
	Iteration 22Q: 3 clusters Score -944760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -944772.812500 Penalty: 2960.020020
	Iteration 23Q: 3 clusters Score -944772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -944782.562500 Penalty: 2960.020020
	Iteration 24Q: 3 clusters Score -944782.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -944791.750000 Penalty: 2960.020020
	Iteration 25Q: 3 clusters Score -944791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -944800.625000 Penalty: 2960.020020
	Iteration 26Q: 3 clusters Score -944800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -944809.687500 Penalty: 2960.020020
	Iteration 27Q: 3 clusters Score -944809.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -944817.687500 Penalty: 2960.020020
	Iteration 28Q: 3 clusters Score -944817.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -944823.000000 Penalty: 2960.020020
	Iteration 29Q: 3 clusters Score -944823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -944826.750000 Penalty: 2960.020020
	Iteration 30Q: 3 clusters Score -944826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -944829.562500 Penalty: 2960.020020
	Iteration 31Q: 3 clusters Score -944829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -944828.937500 Penalty: 2960.020020
	Iteration 32Q: 3 clusters Score -944828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -944828.937500 Penalty: 2960.020020
	Iteration 33F: 3 clusters Score -944828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Entering Unmasked Estep 
Score: -3167503.250000 Penalty: 1681.406250
	Iteration 0F: 2 clusters Score -3167503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3146556.500000 Penalty: 3362.812500
	Iteration 0F: 3 clusters Score -3146556 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3154501.000000 Penalty: 3362.812500
	Iteration 1F: 3 clusters Score -3154501 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3155151.750000 Penalty: 3362.812500
	Iteration 2F: 3 clusters Score -3155152 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3155935.250000 Penalty: 3362.812500
	Iteration 3F: 3 clusters Score -3155935 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3156786.750000 Penalty: 3362.812500
	Iteration 4F: 3 clusters Score -3156787 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3157881.250000 Penalty: 3362.812500
	Iteration 5F: 3 clusters Score -3157881 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3159103.750000 Penalty: 3362.812500
	Iteration 6F: 3 clusters Score -3159104 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3160250.250000 Penalty: 3362.812500
	Iteration 7F: 3 clusters Score -3160250 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3161293.250000 Penalty: 3362.812500
	Iteration 8F: 3 clusters Score -3161293 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3162174.000000 Penalty: 3362.812500
	Iteration 9Q: 3 clusters Score -3162174 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3162877.750000 Penalty: 3362.812500
	Iteration 10Q: 3 clusters Score -3162878 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3163529.250000 Penalty: 3362.812500
	Iteration 11Q: 3 clusters Score -3163529 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3164017.500000 Penalty: 3362.812500
	Iteration 12Q: 3 clusters Score -3164018 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3164455.000000 Penalty: 3362.812500
	Iteration 13Q: 3 clusters Score -3164455 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3164788.750000 Penalty: 3362.812500
	Iteration 14Q: 3 clusters Score -3164789 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3165038.750000 Penalty: 3362.812500
	Iteration 15Q: 3 clusters Score -3165039 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3165262.750000 Penalty: 3362.812500
	Iteration 16Q: 3 clusters Score -3165263 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3165436.000000 Penalty: 3362.812500
	Iteration 17Q: 3 clusters Score -3165436 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3165571.500000 Penalty: 3362.812500
	Iteration 18Q: 3 clusters Score -3165572 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3165663.250000 Penalty: 3362.812500
	Iteration 19Q: 3 clusters Score -3165663 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3165779.000000 Penalty: 3362.812500
	Iteration 20F: 3 clusters Score -3165779 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3165864.250000 Penalty: 3362.812500
	Iteration 21Q: 3 clusters Score -3165864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3165940.500000 Penalty: 3362.812500
	Iteration 22Q: 3 clusters Score -3165940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3166008.500000 Penalty: 3362.812500
	Iteration 23Q: 3 clusters Score -3166008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3166080.000000 Penalty: 3362.812500
	Iteration 24Q: 3 clusters Score -3166080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3166134.000000 Penalty: 3362.812500
	Iteration 25Q: 3 clusters Score -3166134 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3166173.500000 Penalty: 3362.812500
	Iteration 26Q: 3 clusters Score -3166174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3166218.250000 Penalty: 3362.812500
	Iteration 27Q: 3 clusters Score -3166218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3166268.250000 Penalty: 3362.812500
	Iteration 28Q: 3 clusters Score -3166268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3166306.000000 Penalty: 3362.812500
	Iteration 29Q: 3 clusters Score -3166306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3166336.750000 Penalty: 3362.812500
	Iteration 30Q: 3 clusters Score -3166337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3166370.750000 Penalty: 3362.812500
	Iteration 31Q: 3 clusters Score -3166371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3166398.500000 Penalty: 3362.812500
	Iteration 32Q: 3 clusters Score -3166398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3166425.250000 Penalty: 3362.812500
	Iteration 33Q: 3 clusters Score -3166425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3166444.000000 Penalty: 3362.812500
	Iteration 34Q: 3 clusters Score -3166444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3166466.750000 Penalty: 3362.812500
	Iteration 35Q: 3 clusters Score -3166467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3166480.000000 Penalty: 3362.812500
	Iteration 36Q: 3 clusters Score -3166480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3166492.250000 Penalty: 3362.812500
	Iteration 37Q: 3 clusters Score -3166492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3166514.000000 Penalty: 3362.812500
	Iteration 38Q: 3 clusters Score -3166514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3166526.250000 Penalty: 3362.812500
	Iteration 39Q: 3 clusters Score -3166526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3166536.500000 Penalty: 3362.812500
	Iteration 40F: 3 clusters Score -3166536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3166547.500000 Penalty: 3362.812500
	Iteration 41Q: 3 clusters Score -3166548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3166557.750000 Penalty: 3362.812500
	Iteration 42Q: 3 clusters Score -3166558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3166569.750000 Penalty: 3362.812500
	Iteration 43Q: 3 clusters Score -3166570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3166585.250000 Penalty: 3362.812500
	Iteration 44Q: 3 clusters Score -3166585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3166598.750000 Penalty: 3362.812500
	Iteration 45Q: 3 clusters Score -3166599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3166602.250000 Penalty: 3362.812500
	Iteration 46Q: 3 clusters Score -3166602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3166604.750000 Penalty: 3362.812500
	Iteration 47Q: 3 clusters Score -3166605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3166605.500000 Penalty: 3362.812500
	Iteration 48Q: 3 clusters Score -3166606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3166605.750000 Penalty: 3362.812500
	Iteration 49Q: 3 clusters Score -3166606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3166607.000000 Penalty: 3362.812500
	Iteration 50Q: 3 clusters Score -3166607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3166607.000000 Penalty: 3362.812500
	Iteration 51F: 3 clusters Score -3166607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Entering Unmasked Estep 
Score: -3997382.250000 Penalty: 1715.628174
	Iteration 0F: 2 clusters Score -3997382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3971630.250000 Penalty: 3431.256348
	Iteration 0F: 3 clusters Score -3971630 nChanged 17963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3981606.750000 Penalty: 3431.256348
	Iteration 1F: 3 clusters Score -3981607 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3982021.000000 Penalty: 3431.256348
	Iteration 2Q: 3 clusters Score -3982021 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3982414.000000 Penalty: 3431.256348
	Iteration 3Q: 3 clusters Score -3982414 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3982746.250000 Penalty: 3431.256348
	Iteration 4Q: 3 clusters Score -3982746 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3983087.750000 Penalty: 3431.256348
	Iteration 5Q: 3 clusters Score -3983088 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3983418.500000 Penalty: 3431.256348
	Iteration 6Q: 3 clusters Score -3983418 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3983773.000000 Penalty: 3431.256348
	Iteration 7Q: 3 clusters Score -3983773 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3984148.500000 Penalty: 3431.256348
	Iteration 8Q: 3 clusters Score -3984148 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3984625.000000 Penalty: 3431.256348
	Iteration 9Q: 3 clusters Score -3984625 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3985275.250000 Penalty: 3431.256348
	Iteration 10Q: 3 clusters Score -3985275 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3986119.500000 Penalty: 3431.256348
	Iteration 11Q: 3 clusters Score -3986120 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3987166.250000 Penalty: 3431.256348
	Iteration 12Q: 3 clusters Score -3987166 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3988447.750000 Penalty: 3431.256348
	Iteration 13Q: 3 clusters Score -3988448 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3989699.500000 Penalty: 3431.256348
	Iteration 14Q: 3 clusters Score -3989700 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3990801.250000 Penalty: 3431.256348
	Iteration 15Q: 3 clusters Score -3990801 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3991790.250000 Penalty: 3431.256348
	Iteration 16Q: 3 clusters Score -3991790 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -3992589.500000 Penalty: 3431.256348
	Iteration 17Q: 3 clusters Score -3992590 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3993336.750000 Penalty: 3431.256348
	Iteration 18Q: 3 clusters Score -3993337 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -3993898.000000 Penalty: 3431.256348
	Iteration 19Q: 3 clusters Score -3993898 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -3994219.500000 Penalty: 3431.256348
	Iteration 20F: 3 clusters Score -3994220 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3994458.500000 Penalty: 3431.256348
	Iteration 21Q: 3 clusters Score -3994458 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -3994640.500000 Penalty: 3431.256348
	Iteration 22Q: 3 clusters Score -3994640 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -3994779.250000 Penalty: 3431.256348
	Iteration 23Q: 3 clusters Score -3994779 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3994907.750000 Penalty: 3431.256348
	Iteration 24Q: 3 clusters Score -3994908 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -3995020.250000 Penalty: 3431.256348
	Iteration 25Q: 3 clusters Score -3995020 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -3995134.500000 Penalty: 3431.256348
	Iteration 26Q: 3 clusters Score -3995134 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -3995226.250000 Penalty: 3431.256348
	Iteration 27Q: 3 clusters Score -3995226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3995319.500000 Penalty: 3431.256348
	Iteration 28Q: 3 clusters Score -3995320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -3995407.500000 Penalty: 3431.256348
	Iteration 29Q: 3 clusters Score -3995408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -3995496.000000 Penalty: 3431.256348
	Iteration 30Q: 3 clusters Score -3995496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -3995576.750000 Penalty: 3431.256348
	Iteration 31Q: 3 clusters Score -3995577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -3995652.750000 Penalty: 3431.256348
	Iteration 32Q: 3 clusters Score -3995653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3995721.750000 Penalty: 3431.256348
	Iteration 33Q: 3 clusters Score -3995722 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -3995779.250000 Penalty: 3431.256348
	Iteration 34Q: 3 clusters Score -3995779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3995828.000000 Penalty: 3431.256348
	Iteration 35Q: 3 clusters Score -3995828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -3995863.250000 Penalty: 3431.256348
	Iteration 36Q: 3 clusters Score -3995863 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3995900.250000 Penalty: 3431.256348
	Iteration 37Q: 3 clusters Score -3995900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3995914.250000 Penalty: 3431.256348
	Iteration 38Q: 3 clusters Score -3995914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3995948.750000 Penalty: 3431.256348
	Iteration 39Q: 3 clusters Score -3995949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -3995974.500000 Penalty: 3431.256348
	Iteration 40F: 3 clusters Score -3995974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -3995995.750000 Penalty: 3431.256348
	Iteration 41Q: 3 clusters Score -3995996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -3996017.750000 Penalty: 3431.256348
	Iteration 42Q: 3 clusters Score -3996018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -3996042.250000 Penalty: 3431.256348
	Iteration 43Q: 3 clusters Score -3996042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -3996051.500000 Penalty: 3431.256348
	Iteration 44Q: 3 clusters Score -3996052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -3996059.500000 Penalty: 3431.256348
	Iteration 45Q: 3 clusters Score -3996060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3996064.250000 Penalty: 3431.256348
	Iteration 46Q: 3 clusters Score -3996064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -3996069.250000 Penalty: 3431.256348
	Iteration 47Q: 3 clusters Score -3996069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -3996072.750000 Penalty: 3431.256348
	Iteration 48Q: 3 clusters Score -3996073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -3996088.000000 Penalty: 3431.256348
	Iteration 49Q: 3 clusters Score -3996088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3996090.250000 Penalty: 3431.256348
	Iteration 50Q: 3 clusters Score -3996090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -3996091.750000 Penalty: 3431.256348
	Iteration 51Q: 3 clusters Score -3996092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -3996096.750000 Penalty: 3431.256348
	Iteration 52Q: 3 clusters Score -3996097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3996103.750000 Penalty: 3431.256348
	Iteration 53Q: 3 clusters Score -3996104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -3996106.250000 Penalty: 3431.256348
	Iteration 54Q: 3 clusters Score -3996106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -3996108.250000 Penalty: 3431.256348
	Iteration 55Q: 3 clusters Score -3996108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3996110.500000 Penalty: 3431.256348
	Iteration 56Q: 3 clusters Score -3996110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3996109.250000 Penalty: 3431.256348
	Iteration 57Q: 3 clusters Score -3996109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3996104.750000 Penalty: 3431.256348
	Iteration 58Q: 3 clusters Score -3996105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3996105.500000 Penalty: 3431.256348
	Iteration 59Q: 3 clusters Score -3996106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3996105.500000 Penalty: 3431.256348
	Iteration 60F: 3 clusters Score -3996106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Entering Unmasked Estep 
Score: -13126900.000000 Penalty: 1908.181396
	Iteration 0F: 2 clusters Score -1.31269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -13042583.000000 Penalty: 3816.362793
	Iteration 0F: 3 clusters Score -1.304258e+07 nChanged 60486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -13077868.000000 Penalty: 3816.362793
	Iteration 1F: 3 clusters Score -1.307787e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -13078773.000000 Penalty: 3816.362793
	Iteration 2Q: 3 clusters Score -1.307877e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -13079827.000000 Penalty: 3816.362793
	Iteration 3Q: 3 clusters Score -1.307983e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -13080867.000000 Penalty: 3816.362793
	Iteration 4Q: 3 clusters Score -1.308087e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -13082473.000000 Penalty: 3816.362793
	Iteration 5Q: 3 clusters Score -1.308247e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -13084899.000000 Penalty: 3816.362793
	Iteration 6Q: 3 clusters Score -1.30849e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -13088938.000000 Penalty: 3816.362793
	Iteration 7F: 3 clusters Score -1.308894e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -13095086.000000 Penalty: 3816.362793
	Iteration 8F: 3 clusters Score -1.309509e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -13102484.000000 Penalty: 3816.362793
	Iteration 9F: 3 clusters Score -1.310248e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -13109825.000000 Penalty: 3816.362793
	Iteration 10F: 3 clusters Score -1.310982e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -13115852.000000 Penalty: 3816.362793
	Iteration 11F: 3 clusters Score -1.311585e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -13119755.000000 Penalty: 3816.362793
	Iteration 12Q: 3 clusters Score -1.311976e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -13122399.000000 Penalty: 3816.362793
	Iteration 13Q: 3 clusters Score -1.31224e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124063 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13123869.000000 Penalty: 3816.362793
	Iteration 14Q: 3 clusters Score -1.312387e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124916 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13124591.000000 Penalty: 3816.362793
	Iteration 15Q: 3 clusters Score -1.312459e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13124908.000000 Penalty: 3816.362793
	Iteration 16Q: 3 clusters Score -1.312491e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125451 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13125050.000000 Penalty: 3816.362793
	Iteration 17Q: 3 clusters Score -1.312505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13125089.000000 Penalty: 3816.362793
	Iteration 18Q: 3 clusters Score -1.312509e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13125125.000000 Penalty: 3816.362793
	Iteration 19Q: 3 clusters Score -1.312512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125562 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13125133.000000 Penalty: 3816.362793
	Iteration 20F: 3 clusters Score -1.312513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13125158.000000 Penalty: 3816.362793
	Iteration 21Q: 3 clusters Score -1.312516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13125183.000000 Penalty: 3816.362793
	Iteration 22Q: 3 clusters Score -1.312518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125599 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13125208.000000 Penalty: 3816.362793
	Iteration 23Q: 3 clusters Score -1.312521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13125221.000000 Penalty: 3816.362793
	Iteration 24Q: 3 clusters Score -1.312522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13125228.000000 Penalty: 3816.362793
	Iteration 25Q: 3 clusters Score -1.312523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13125235.000000 Penalty: 3816.362793
	Iteration 26Q: 3 clusters Score -1.312524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13125228.000000 Penalty: 3816.362793
	Iteration 27Q: 3 clusters Score -1.312523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13125226.000000 Penalty: 3816.362793
	Iteration 28Q: 3 clusters Score -1.312523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13125226.000000 Penalty: 3816.362793
	Iteration 29F: 3 clusters Score -1.312523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Entering Unmasked Estep 
Score: -7051659.500000 Penalty: 1804.821655
	Iteration 0F: 2 clusters Score -7051660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -7007104.500000 Penalty: 3609.643311
	Iteration 0F: 3 clusters Score -7007104 nChanged 31546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -7025820.000000 Penalty: 3609.643311
	Iteration 1F: 3 clusters Score -7025820 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7027196.000000 Penalty: 3609.643311
	Iteration 2Q: 3 clusters Score -7027196 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -7029324.000000 Penalty: 3609.643311
	Iteration 3F: 3 clusters Score -7029324 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7032145.000000 Penalty: 3609.643311
	Iteration 4F: 3 clusters Score -7032145 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -7035485.000000 Penalty: 3609.643311
	Iteration 5F: 3 clusters Score -7035485 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -7038873.000000 Penalty: 3609.643311
	Iteration 6F: 3 clusters Score -7038873 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -7041771.500000 Penalty: 3609.643311
	Iteration 7F: 3 clusters Score -7041772 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7044278.500000 Penalty: 3609.643311
	Iteration 8Q: 3 clusters Score -7044278 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -7046386.000000 Penalty: 3609.643311
	Iteration 9Q: 3 clusters Score -7046386 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -7047832.500000 Penalty: 3609.643311
	Iteration 10Q: 3 clusters Score -7047832 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7048781.000000 Penalty: 3609.643311
	Iteration 11Q: 3 clusters Score -7048781 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7049311.000000 Penalty: 3609.643311
	Iteration 12Q: 3 clusters Score -7049311 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7049662.000000 Penalty: 3609.643311
	Iteration 13Q: 3 clusters Score -7049662 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7049858.500000 Penalty: 3609.643311
	Iteration 14Q: 3 clusters Score -7049858 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7049939.000000 Penalty: 3609.643311
	Iteration 15Q: 3 clusters Score -7049939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7050023.500000 Penalty: 3609.643311
	Iteration 16Q: 3 clusters Score -7050024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7050066.500000 Penalty: 3609.643311
	Iteration 17Q: 3 clusters Score -7050066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7050107.500000 Penalty: 3609.643311
	Iteration 18Q: 3 clusters Score -7050108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7050135.000000 Penalty: 3609.643311
	Iteration 19Q: 3 clusters Score -7050135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7050158.000000 Penalty: 3609.643311
	Iteration 20F: 3 clusters Score -7050158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7050196.000000 Penalty: 3609.643311
	Iteration 21Q: 3 clusters Score -7050196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7050219.000000 Penalty: 3609.643311
	Iteration 22Q: 3 clusters Score -7050219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7050241.000000 Penalty: 3609.643311
	Iteration 23Q: 3 clusters Score -7050241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7050250.500000 Penalty: 3609.643311
	Iteration 24Q: 3 clusters Score -7050250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7050259.000000 Penalty: 3609.643311
	Iteration 25Q: 3 clusters Score -7050259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7050272.500000 Penalty: 3609.643311
	Iteration 26Q: 3 clusters Score -7050272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7050283.500000 Penalty: 3609.643311
	Iteration 27Q: 3 clusters Score -7050284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7050290.000000 Penalty: 3609.643311
	Iteration 28Q: 3 clusters Score -7050290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7050297.000000 Penalty: 3609.643311
	Iteration 29Q: 3 clusters Score -7050297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7050302.500000 Penalty: 3609.643311
	Iteration 30Q: 3 clusters Score -7050302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7050307.000000 Penalty: 3609.643311
	Iteration 31Q: 3 clusters Score -7050307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7050311.500000 Penalty: 3609.643311
	Iteration 32Q: 3 clusters Score -7050312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7050321.500000 Penalty: 3609.643311
	Iteration 33Q: 3 clusters Score -7050322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7050321.000000 Penalty: 3609.643311
	Iteration 34Q: 3 clusters Score -7050321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7050323.500000 Penalty: 3609.643311
	Iteration 35Q: 3 clusters Score -7050324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7050338.000000 Penalty: 3609.643311
	Iteration 36Q: 3 clusters Score -7050338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7050345.500000 Penalty: 3609.643311
	Iteration 37Q: 3 clusters Score -7050346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7050338.000000 Penalty: 3609.643311
	Iteration 38Q: 3 clusters Score -7050338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7050344.000000 Penalty: 3609.643311
	Iteration 39Q: 3 clusters Score -7050344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7050340.000000 Penalty: 3609.643311
	Iteration 40F: 3 clusters Score -7050340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7050341.000000 Penalty: 3609.643311
	Iteration 41Q: 3 clusters Score -7050341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7050347.000000 Penalty: 3609.643311
	Iteration 42Q: 3 clusters Score -7050347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7050348.000000 Penalty: 3609.643311
	Iteration 43Q: 3 clusters Score -7050348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7050345.000000 Penalty: 3609.643311
	Iteration 44Q: 3 clusters Score -7050345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7050348.000000 Penalty: 3609.643311
	Iteration 45Q: 3 clusters Score -7050348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7050348.000000 Penalty: 3609.643311
	Iteration 46F: 3 clusters Score -7050348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Entering Unmasked Estep 
Score: -17731114.000000 Penalty: 1955.996704
	Iteration 0F: 2 clusters Score -1.773111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -17633788.000000 Penalty: 3911.993408
	Iteration 0F: 3 clusters Score -1.763379e+07 nChanged 81764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -17682142.000000 Penalty: 3911.993408
	Iteration 1F: 3 clusters Score -1.768214e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -17683996.000000 Penalty: 3911.993408
	Iteration 2Q: 3 clusters Score -1.7684e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -17686582.000000 Penalty: 3911.993408
	Iteration 3Q: 3 clusters Score -1.768658e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -17690478.000000 Penalty: 3911.993408
	Iteration 4F: 3 clusters Score -1.769048e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -17696182.000000 Penalty: 3911.993408
	Iteration 5F: 3 clusters Score -1.769618e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -17703944.000000 Penalty: 3911.993408
	Iteration 6F: 3 clusters Score -1.770394e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 137024 members 
Entering Unmasked Estep 
Score: -17713534.000000 Penalty: 3911.993408
	Iteration 7F: 3 clusters Score -1.771353e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -17721776.000000 Penalty: 3911.993408
	Iteration 8F: 3 clusters Score -1.772178e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 157701 members 
Entering Unmasked Estep 
Score: -17725126.000000 Penalty: 3911.993408
	Iteration 9F: 3 clusters Score -1.772513e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 163514 members 
Entering Unmasked Estep 
Score: -17727410.000000 Penalty: 3911.993408
	Iteration 10Q: 3 clusters Score -1.772741e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 166570 members 
Entering Unmasked Estep 
Score: -17728458.000000 Penalty: 3911.993408
	Iteration 11Q: 3 clusters Score -1.772846e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -17728912.000000 Penalty: 3911.993408
	Iteration 12Q: 3 clusters Score -1.772891e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -17729122.000000 Penalty: 3911.993408
	Iteration 13Q: 3 clusters Score -1.772912e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 168471 members 
Entering Unmasked Estep 
Score: -17729250.000000 Penalty: 3911.993408
	Iteration 14Q: 3 clusters Score -1.772925e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
Score: -17729322.000000 Penalty: 3911.993408
	Iteration 15Q: 3 clusters Score -1.772932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 168544 members 
Entering Unmasked Estep 
Score: -17729364.000000 Penalty: 3911.993408
	Iteration 16Q: 3 clusters Score -1.772936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -17729394.000000 Penalty: 3911.993408
	Iteration 17Q: 3 clusters Score -1.772939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168571 members 
Entering Unmasked Estep 
Score: -17729424.000000 Penalty: 3911.993408
	Iteration 18Q: 3 clusters Score -1.772942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 168580 members 
Entering Unmasked Estep 
Score: -17729436.000000 Penalty: 3911.993408
	Iteration 19Q: 3 clusters Score -1.772944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -17729446.000000 Penalty: 3911.993408
	Iteration 20F: 3 clusters Score -1.772945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 168587 members 
Entering Unmasked Estep 
Score: -17729446.000000 Penalty: 3911.993408
	Iteration 21Q: 3 clusters Score -1.772945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -17729448.000000 Penalty: 3911.993408
	Iteration 22Q: 3 clusters Score -1.772945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -17729450.000000 Penalty: 3911.993408
	Iteration 23Q: 3 clusters Score -1.772945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -17729444.000000 Penalty: 3911.993408
	Iteration 24Q: 3 clusters Score -1.772944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -17729444.000000 Penalty: 3911.993408
	Iteration 25F: 3 clusters Score -1.772944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -132414.250000 Penalty: 1198.377197
	Iteration 0F: 2 clusters Score -132414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -130660.734375 Penalty: 2396.754395
	Iteration 0F: 3 clusters Score -130660.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -131287.968750 Penalty: 2396.754395
	Iteration 1F: 3 clusters Score -131288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -131500.218750 Penalty: 2396.754395
	Iteration 2F: 3 clusters Score -131500.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -131583.359375 Penalty: 2396.754395
	Iteration 3F: 3 clusters Score -131583.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131632.765625 Penalty: 2396.754395
	Iteration 4Q: 3 clusters Score -131632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -131659.328125 Penalty: 2396.754395
	Iteration 5Q: 3 clusters Score -131659.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -131690.796875 Penalty: 2396.754395
	Iteration 6Q: 3 clusters Score -131690.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131726.015625 Penalty: 2396.754395
	Iteration 7Q: 3 clusters Score -131726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -131764.656250 Penalty: 2396.754395
	Iteration 8Q: 3 clusters Score -131764.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -131799.140625 Penalty: 2396.754395
	Iteration 9Q: 3 clusters Score -131799.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -131854.250000 Penalty: 2396.754395
	Iteration 10Q: 3 clusters Score -131854.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -131900.796875 Penalty: 2396.754395
	Iteration 11Q: 3 clusters Score -131900.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131946.171875 Penalty: 2396.754395
	Iteration 12Q: 3 clusters Score -131946.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -131989.796875 Penalty: 2396.754395
	Iteration 13Q: 3 clusters Score -131989.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -132034.781250 Penalty: 2396.754395
	Iteration 14Q: 3 clusters Score -132034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -132079.000000 Penalty: 2396.754395
	Iteration 15Q: 3 clusters Score -132079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -132121.000000 Penalty: 2396.754395
	Iteration 16Q: 3 clusters Score -132121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -132162.609375 Penalty: 2396.754395
	Iteration 17Q: 3 clusters Score -132162.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -132180.046875 Penalty: 2396.754395
	Iteration 18Q: 3 clusters Score -132180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -132203.062500 Penalty: 2396.754395
	Iteration 19Q: 3 clusters Score -132203.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -132217.921875 Penalty: 2396.754395
	Iteration 20F: 3 clusters Score -132217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -132224.187500 Penalty: 2396.754395
	Iteration 21Q: 3 clusters Score -132224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -132231.250000 Penalty: 2396.754395
	Iteration 22Q: 3 clusters Score -132231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -132235.890625 Penalty: 2396.754395
	Iteration 23Q: 3 clusters Score -132235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -132244.234375 Penalty: 2396.754395
	Iteration 24Q: 3 clusters Score -132244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -132249.359375 Penalty: 2396.754395
	Iteration 25Q: 3 clusters Score -132249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -132253.546875 Penalty: 2396.754395
	Iteration 26Q: 3 clusters Score -132253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -132256.875000 Penalty: 2396.754395
	Iteration 27Q: 3 clusters Score -132256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -132258.968750 Penalty: 2396.754395
	Iteration 28Q: 3 clusters Score -132259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -132259.375000 Penalty: 2396.754395
	Iteration 29Q: 3 clusters Score -132259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -132259.375000 Penalty: 2396.754395
	Iteration 30F: 3 clusters Score -132259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Entering Unmasked Estep 
Score: -10373156.000000 Penalty: 1869.359985
	Iteration 0F: 2 clusters Score -1.037316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -10307157.000000 Penalty: 3738.719971
	Iteration 0F: 3 clusters Score -1.030716e+07 nChanged 47483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -10334817.000000 Penalty: 3738.719971
	Iteration 1F: 3 clusters Score -1.033482e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -10335755.000000 Penalty: 3738.719971
	Iteration 2Q: 3 clusters Score -1.033576e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -10336956.000000 Penalty: 3738.719971
	Iteration 3Q: 3 clusters Score -1.033696e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -10338449.000000 Penalty: 3738.719971
	Iteration 4Q: 3 clusters Score -1.033845e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -10340308.000000 Penalty: 3738.719971
	Iteration 5Q: 3 clusters Score -1.034031e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -10342585.000000 Penalty: 3738.719971
	Iteration 6Q: 3 clusters Score -1.034258e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -10344973.000000 Penalty: 3738.719971
	Iteration 7F: 3 clusters Score -1.034497e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -10347399.000000 Penalty: 3738.719971
	Iteration 8Q: 3 clusters Score -1.03474e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -10349857.000000 Penalty: 3738.719971
	Iteration 9Q: 3 clusters Score -1.034986e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -10351982.000000 Penalty: 3738.719971
	Iteration 10Q: 3 clusters Score -1.035198e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -10354124.000000 Penalty: 3738.719971
	Iteration 11Q: 3 clusters Score -1.035412e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -10355983.000000 Penalty: 3738.719971
	Iteration 12Q: 3 clusters Score -1.035598e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -10357570.000000 Penalty: 3738.719971
	Iteration 13Q: 3 clusters Score -1.035757e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -10358998.000000 Penalty: 3738.719971
	Iteration 14Q: 3 clusters Score -1.0359e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -10360407.000000 Penalty: 3738.719971
	Iteration 15Q: 3 clusters Score -1.036041e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -10361776.000000 Penalty: 3738.719971
	Iteration 16Q: 3 clusters Score -1.036178e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -10363142.000000 Penalty: 3738.719971
	Iteration 17Q: 3 clusters Score -1.036314e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -10364307.000000 Penalty: 3738.719971
	Iteration 18Q: 3 clusters Score -1.036431e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -10365273.000000 Penalty: 3738.719971
	Iteration 19Q: 3 clusters Score -1.036527e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -10366113.000000 Penalty: 3738.719971
	Iteration 20F: 3 clusters Score -1.036611e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -10366827.000000 Penalty: 3738.719971
	Iteration 21Q: 3 clusters Score -1.036683e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -10367372.000000 Penalty: 3738.719971
	Iteration 22Q: 3 clusters Score -1.036737e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -10367756.000000 Penalty: 3738.719971
	Iteration 23Q: 3 clusters Score -1.036776e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -10368129.000000 Penalty: 3738.719971
	Iteration 24Q: 3 clusters Score -1.036813e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -10368470.000000 Penalty: 3738.719971
	Iteration 25Q: 3 clusters Score -1.036847e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -10368795.000000 Penalty: 3738.719971
	Iteration 26Q: 3 clusters Score -1.03688e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -10369060.000000 Penalty: 3738.719971
	Iteration 27Q: 3 clusters Score -1.036906e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -10369370.000000 Penalty: 3738.719971
	Iteration 28Q: 3 clusters Score -1.036937e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10369715.000000 Penalty: 3738.719971
	Iteration 29Q: 3 clusters Score -1.036972e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -10370017.000000 Penalty: 3738.719971
	Iteration 30Q: 3 clusters Score -1.037002e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -10370340.000000 Penalty: 3738.719971
	Iteration 31Q: 3 clusters Score -1.037034e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -10370604.000000 Penalty: 3738.719971
	Iteration 32Q: 3 clusters Score -1.03706e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -10370874.000000 Penalty: 3738.719971
	Iteration 33Q: 3 clusters Score -1.037087e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -10371064.000000 Penalty: 3738.719971
	Iteration 34Q: 3 clusters Score -1.037106e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -10371260.000000 Penalty: 3738.719971
	Iteration 35Q: 3 clusters Score -1.037126e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10371387.000000 Penalty: 3738.719971
	Iteration 36Q: 3 clusters Score -1.037139e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -10371494.000000 Penalty: 3738.719971
	Iteration 37Q: 3 clusters Score -1.037149e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10371526.000000 Penalty: 3738.719971
	Iteration 38Q: 3 clusters Score -1.037153e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10371581.000000 Penalty: 3738.719971
	Iteration 39Q: 3 clusters Score -1.037158e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10371628.000000 Penalty: 3738.719971
	Iteration 40F: 3 clusters Score -1.037163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10371649.000000 Penalty: 3738.719971
	Iteration 41Q: 3 clusters Score -1.037165e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10371669.000000 Penalty: 3738.719971
	Iteration 42Q: 3 clusters Score -1.037167e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10371685.000000 Penalty: 3738.719971
	Iteration 43Q: 3 clusters Score -1.037168e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10371714.000000 Penalty: 3738.719971
	Iteration 44Q: 3 clusters Score -1.037171e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10371734.000000 Penalty: 3738.719971
	Iteration 45Q: 3 clusters Score -1.037173e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10371735.000000 Penalty: 3738.719971
	Iteration 46Q: 3 clusters Score -1.037174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10371737.000000 Penalty: 3738.719971
	Iteration 47Q: 3 clusters Score -1.037174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10371737.000000 Penalty: 3738.719971
	Iteration 48Q: 3 clusters Score -1.037174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10371745.000000 Penalty: 3738.719971
	Iteration 49Q: 3 clusters Score -1.037174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10371743.000000 Penalty: 3738.719971
	Iteration 50Q: 3 clusters Score -1.037174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10371744.000000 Penalty: 3738.719971
	Iteration 51Q: 3 clusters Score -1.037174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10371726.000000 Penalty: 3738.719971
	Iteration 52Q: 3 clusters Score -1.037173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10371728.000000 Penalty: 3738.719971
	Iteration 53Q: 3 clusters Score -1.037173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10371731.000000 Penalty: 3738.719971
	Iteration 54Q: 3 clusters Score -1.037173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10371731.000000 Penalty: 3738.719971
	Iteration 55Q: 3 clusters Score -1.037173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10371739.000000 Penalty: 3738.719971
	Iteration 56Q: 3 clusters Score -1.037174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10371740.000000 Penalty: 3738.719971
	Iteration 57Q: 3 clusters Score -1.037174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97812 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10371742.000000 Penalty: 3738.719971
	Iteration 58Q: 3 clusters Score -1.037174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10371751.000000 Penalty: 3738.719971
	Iteration 59Q: 3 clusters Score -1.037175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10371754.000000 Penalty: 3738.719971
	Iteration 60F: 3 clusters Score -1.037175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10371751.000000 Penalty: 3738.719971
	Iteration 61Q: 3 clusters Score -1.037175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10371751.000000 Penalty: 3738.719971
	Iteration 62Q: 3 clusters Score -1.037175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10371752.000000 Penalty: 3738.719971
	Iteration 63Q: 3 clusters Score -1.037175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10371754.000000 Penalty: 3738.719971
	Iteration 64Q: 3 clusters Score -1.037175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10371752.000000 Penalty: 3738.719971
	Iteration 65Q: 3 clusters Score -1.037175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10371767.000000 Penalty: 3738.719971
	Iteration 66Q: 3 clusters Score -1.037177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10371768.000000 Penalty: 3738.719971
	Iteration 67Q: 3 clusters Score -1.037177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10371762.000000 Penalty: 3738.719971
	Iteration 68Q: 3 clusters Score -1.037176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10371764.000000 Penalty: 3738.719971
	Iteration 69Q: 3 clusters Score -1.037176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10371758.000000 Penalty: 3738.719971
	Iteration 70Q: 3 clusters Score -1.037176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10371763.000000 Penalty: 3738.719971
	Iteration 71Q: 3 clusters Score -1.037176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10371763.000000 Penalty: 3738.719971
	Iteration 72Q: 3 clusters Score -1.037176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10371759.000000 Penalty: 3738.719971
	Iteration 73Q: 3 clusters Score -1.037176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10371759.000000 Penalty: 3738.719971
	Iteration 74F: 3 clusters Score -1.037176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Entering Unmasked Estep 
Score: -10712870.000000 Penalty: 1874.049316
	Iteration 0F: 2 clusters Score -1.071287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -10645087.000000 Penalty: 3748.098633
	Iteration 0F: 3 clusters Score -1.064509e+07 nChanged 48740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -10674212.000000 Penalty: 3748.098633
	Iteration 1F: 3 clusters Score -1.067421e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -10675423.000000 Penalty: 3748.098633
	Iteration 2Q: 3 clusters Score -1.067542e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -10676814.000000 Penalty: 3748.098633
	Iteration 3Q: 3 clusters Score -1.067681e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -10678307.000000 Penalty: 3748.098633
	Iteration 4Q: 3 clusters Score -1.067831e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -10679955.000000 Penalty: 3748.098633
	Iteration 5Q: 3 clusters Score -1.067996e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -10681925.000000 Penalty: 3748.098633
	Iteration 6Q: 3 clusters Score -1.068192e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -10684508.000000 Penalty: 3748.098633
	Iteration 7Q: 3 clusters Score -1.068451e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -10687721.000000 Penalty: 3748.098633
	Iteration 8F: 3 clusters Score -1.068772e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -10691071.000000 Penalty: 3748.098633
	Iteration 9F: 3 clusters Score -1.069107e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -10693363.000000 Penalty: 3748.098633
	Iteration 10Q: 3 clusters Score -1.069336e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -10694491.000000 Penalty: 3748.098633
	Iteration 11Q: 3 clusters Score -1.069449e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -10695087.000000 Penalty: 3748.098633
	Iteration 12Q: 3 clusters Score -1.069509e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -10695563.000000 Penalty: 3748.098633
	Iteration 13Q: 3 clusters Score -1.069556e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10696030.000000 Penalty: 3748.098633
	Iteration 14Q: 3 clusters Score -1.069603e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -10696570.000000 Penalty: 3748.098633
	Iteration 15Q: 3 clusters Score -1.069657e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -10697241.000000 Penalty: 3748.098633
	Iteration 16Q: 3 clusters Score -1.069724e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -10698002.000000 Penalty: 3748.098633
	Iteration 17Q: 3 clusters Score -1.0698e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -10698931.000000 Penalty: 3748.098633
	Iteration 18Q: 3 clusters Score -1.069893e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -10699982.000000 Penalty: 3748.098633
	Iteration 19Q: 3 clusters Score -1.069998e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -10701151.000000 Penalty: 3748.098633
	Iteration 20F: 3 clusters Score -1.070115e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -10702369.000000 Penalty: 3748.098633
	Iteration 21Q: 3 clusters Score -1.070237e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -10703646.000000 Penalty: 3748.098633
	Iteration 22Q: 3 clusters Score -1.070365e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -10704887.000000 Penalty: 3748.098633
	Iteration 23Q: 3 clusters Score -1.070489e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -10706153.000000 Penalty: 3748.098633
	Iteration 24Q: 3 clusters Score -1.070615e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -10707417.000000 Penalty: 3748.098633
	Iteration 25Q: 3 clusters Score -1.070742e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -10708544.000000 Penalty: 3748.098633
	Iteration 26Q: 3 clusters Score -1.070854e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -10709660.000000 Penalty: 3748.098633
	Iteration 27Q: 3 clusters Score -1.070966e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -10710456.000000 Penalty: 3748.098633
	Iteration 28Q: 3 clusters Score -1.071046e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -10710958.000000 Penalty: 3748.098633
	Iteration 29Q: 3 clusters Score -1.071096e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -10711227.000000 Penalty: 3748.098633
	Iteration 30Q: 3 clusters Score -1.071123e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10711485.000000 Penalty: 3748.098633
	Iteration 31Q: 3 clusters Score -1.071148e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10711660.000000 Penalty: 3748.098633
	Iteration 32Q: 3 clusters Score -1.071166e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10711784.000000 Penalty: 3748.098633
	Iteration 33Q: 3 clusters Score -1.071178e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10711864.000000 Penalty: 3748.098633
	Iteration 34Q: 3 clusters Score -1.071186e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10711916.000000 Penalty: 3748.098633
	Iteration 35Q: 3 clusters Score -1.071192e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10711992.000000 Penalty: 3748.098633
	Iteration 36Q: 3 clusters Score -1.071199e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10712037.000000 Penalty: 3748.098633
	Iteration 37Q: 3 clusters Score -1.071204e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10712037.000000 Penalty: 3748.098633
	Iteration 38Q: 3 clusters Score -1.071204e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10712060.000000 Penalty: 3748.098633
	Iteration 39Q: 3 clusters Score -1.071206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10712079.000000 Penalty: 3748.098633
	Iteration 40F: 3 clusters Score -1.071208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10712077.000000 Penalty: 3748.098633
	Iteration 41Q: 3 clusters Score -1.071208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10712081.000000 Penalty: 3748.098633
	Iteration 42Q: 3 clusters Score -1.071208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10712087.000000 Penalty: 3748.098633
	Iteration 43Q: 3 clusters Score -1.071209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10712090.000000 Penalty: 3748.098633
	Iteration 44Q: 3 clusters Score -1.071209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10712096.000000 Penalty: 3748.098633
	Iteration 45Q: 3 clusters Score -1.07121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10712097.000000 Penalty: 3748.098633
	Iteration 46Q: 3 clusters Score -1.07121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10712097.000000 Penalty: 3748.098633
	Iteration 47Q: 3 clusters Score -1.07121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10712111.000000 Penalty: 3748.098633
	Iteration 48Q: 3 clusters Score -1.071211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10712105.000000 Penalty: 3748.098633
	Iteration 49Q: 3 clusters Score -1.07121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10712102.000000 Penalty: 3748.098633
	Iteration 50Q: 3 clusters Score -1.07121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10712106.000000 Penalty: 3748.098633
	Iteration 51Q: 3 clusters Score -1.071211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10712108.000000 Penalty: 3748.098633
	Iteration 52Q: 3 clusters Score -1.071211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10712113.000000 Penalty: 3748.098633
	Iteration 53Q: 3 clusters Score -1.071211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10712108.000000 Penalty: 3748.098633
	Iteration 54Q: 3 clusters Score -1.071211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10712113.000000 Penalty: 3748.098633
	Iteration 55Q: 3 clusters Score -1.071211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10712120.000000 Penalty: 3748.098633
	Iteration 56Q: 3 clusters Score -1.071212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10712128.000000 Penalty: 3748.098633
	Iteration 57Q: 3 clusters Score -1.071213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10712129.000000 Penalty: 3748.098633
	Iteration 58Q: 3 clusters Score -1.071213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10712124.000000 Penalty: 3748.098633
	Iteration 59Q: 3 clusters Score -1.071212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10712126.000000 Penalty: 3748.098633
	Iteration 60F: 3 clusters Score -1.071213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10712121.000000 Penalty: 3748.098633
	Iteration 61Q: 3 clusters Score -1.071212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10712122.000000 Penalty: 3748.098633
	Iteration 62Q: 3 clusters Score -1.071212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10712119.000000 Penalty: 3748.098633
	Iteration 63Q: 3 clusters Score -1.071212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10712118.000000 Penalty: 3748.098633
	Iteration 64Q: 3 clusters Score -1.071212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10712124.000000 Penalty: 3748.098633
	Iteration 65Q: 3 clusters Score -1.071212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10712121.000000 Penalty: 3748.098633
	Iteration 66Q: 3 clusters Score -1.071212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10712120.000000 Penalty: 3748.098633
	Iteration 67Q: 3 clusters Score -1.071212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10712124.000000 Penalty: 3748.098633
	Iteration 68Q: 3 clusters Score -1.071212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10712124.000000 Penalty: 3748.098633
	Iteration 69F: 3 clusters Score -1.071212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -178821.406250 Penalty: 1237.405884
	Iteration 0F: 2 clusters Score -178821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -176832.687500 Penalty: 2474.811768
	Iteration 0F: 3 clusters Score -176832.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -177523.890625 Penalty: 2474.811768
	Iteration 1F: 3 clusters Score -177523.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -177878.109375 Penalty: 2474.811768
	Iteration 2F: 3 clusters Score -177878.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -178173.515625 Penalty: 2474.811768
	Iteration 3F: 3 clusters Score -178173.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -178416.000000 Penalty: 2474.811768
	Iteration 4F: 3 clusters Score -178416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -178567.187500 Penalty: 2474.811768
	Iteration 5F: 3 clusters Score -178567.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -178697.234375 Penalty: 2474.811768
	Iteration 6Q: 3 clusters Score -178697.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -178769.843750 Penalty: 2474.811768
	Iteration 7Q: 3 clusters Score -178769.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178827.359375 Penalty: 2474.811768
	Iteration 8Q: 3 clusters Score -178827.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -178885.609375 Penalty: 2474.811768
	Iteration 9Q: 3 clusters Score -178885.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -178936.218750 Penalty: 2474.811768
	Iteration 10Q: 3 clusters Score -178936.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -178953.718750 Penalty: 2474.811768
	Iteration 11Q: 3 clusters Score -178953.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -178964.437500 Penalty: 2474.811768
	Iteration 12Q: 3 clusters Score -178964.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -178971.468750 Penalty: 2474.811768
	Iteration 13Q: 3 clusters Score -178971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -178974.109375 Penalty: 2474.811768
	Iteration 14Q: 3 clusters Score -178974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -178976.203125 Penalty: 2474.811768
	Iteration 15Q: 3 clusters Score -178976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178976.828125 Penalty: 2474.811768
	Iteration 16Q: 3 clusters Score -178976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178976.828125 Penalty: 2474.811768
	Iteration 17F: 3 clusters Score -178976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Mstep: Class 50 contains 902 members 
Entering Unmasked Estep 
Score: -154064080.000000 Penalty: 115734.070312
Splitting cluster 23 changes total score from -154064880.000000 to -154064080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (37825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Entering Unmasked Estep 
Score: -3931815.000000 Penalty: 1712.867920
	Iteration 0F: 2 clusters Score -3931815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3906479.250000 Penalty: 3425.735840
	Iteration 0F: 3 clusters Score -3906479 nChanged 17508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3916255.250000 Penalty: 3425.735840
	Iteration 1F: 3 clusters Score -3916255 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3916741.500000 Penalty: 3425.735840
	Iteration 2Q: 3 clusters Score -3916742 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3917336.000000 Penalty: 3425.735840
	Iteration 3Q: 3 clusters Score -3917336 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3918107.250000 Penalty: 3425.735840
	Iteration 4Q: 3 clusters Score -3918107 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3919201.000000 Penalty: 3425.735840
	Iteration 5F: 3 clusters Score -3919201 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3920687.000000 Penalty: 3425.735840
	Iteration 6F: 3 clusters Score -3920687 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3922405.250000 Penalty: 3425.735840
	Iteration 7F: 3 clusters Score -3922405 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3924011.750000 Penalty: 3425.735840
	Iteration 8F: 3 clusters Score -3924012 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3925345.750000 Penalty: 3425.735840
	Iteration 9F: 3 clusters Score -3925346 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3926288.750000 Penalty: 3425.735840
	Iteration 10Q: 3 clusters Score -3926289 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3926905.000000 Penalty: 3425.735840
	Iteration 11Q: 3 clusters Score -3926905 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3927210.750000 Penalty: 3425.735840
	Iteration 12Q: 3 clusters Score -3927211 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3927419.500000 Penalty: 3425.735840
	Iteration 13Q: 3 clusters Score -3927420 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3927524.500000 Penalty: 3425.735840
	Iteration 14Q: 3 clusters Score -3927524 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3927604.000000 Penalty: 3425.735840
	Iteration 15Q: 3 clusters Score -3927604 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3927672.750000 Penalty: 3425.735840
	Iteration 16Q: 3 clusters Score -3927673 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3927762.750000 Penalty: 3425.735840
	Iteration 17Q: 3 clusters Score -3927763 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3927827.000000 Penalty: 3425.735840
	Iteration 18Q: 3 clusters Score -3927827 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3927906.000000 Penalty: 3425.735840
	Iteration 19Q: 3 clusters Score -3927906 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3927967.500000 Penalty: 3425.735840
	Iteration 20F: 3 clusters Score -3927968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3928014.000000 Penalty: 3425.735840
	Iteration 21Q: 3 clusters Score -3928014 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3928092.000000 Penalty: 3425.735840
	Iteration 22Q: 3 clusters Score -3928092 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3928139.500000 Penalty: 3425.735840
	Iteration 23Q: 3 clusters Score -3928140 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3928228.000000 Penalty: 3425.735840
	Iteration 24Q: 3 clusters Score -3928228 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3928285.250000 Penalty: 3425.735840
	Iteration 25Q: 3 clusters Score -3928285 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3928330.500000 Penalty: 3425.735840
	Iteration 26Q: 3 clusters Score -3928330 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3928416.000000 Penalty: 3425.735840
	Iteration 27Q: 3 clusters Score -3928416 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3928493.250000 Penalty: 3425.735840
	Iteration 28Q: 3 clusters Score -3928493 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -3928601.750000 Penalty: 3425.735840
	Iteration 29Q: 3 clusters Score -3928602 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -3928701.750000 Penalty: 3425.735840
	Iteration 30Q: 3 clusters Score -3928702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -3928797.500000 Penalty: 3425.735840
	Iteration 31Q: 3 clusters Score -3928798 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -3928922.000000 Penalty: 3425.735840
	Iteration 32Q: 3 clusters Score -3928922 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -3929032.750000 Penalty: 3425.735840
	Iteration 33Q: 3 clusters Score -3929033 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -3929158.500000 Penalty: 3425.735840
	Iteration 34Q: 3 clusters Score -3929158 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -3929299.750000 Penalty: 3425.735840
	Iteration 35Q: 3 clusters Score -3929300 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -3929441.000000 Penalty: 3425.735840
	Iteration 36Q: 3 clusters Score -3929441 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -3929559.250000 Penalty: 3425.735840
	Iteration 37Q: 3 clusters Score -3929559 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3929668.250000 Penalty: 3425.735840
	Iteration 38Q: 3 clusters Score -3929668 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -3929761.750000 Penalty: 3425.735840
	Iteration 39Q: 3 clusters Score -3929762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -3929858.500000 Penalty: 3425.735840
	Iteration 40F: 3 clusters Score -3929858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -3929954.000000 Penalty: 3425.735840
	Iteration 41Q: 3 clusters Score -3929954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -3930031.000000 Penalty: 3425.735840
	Iteration 42Q: 3 clusters Score -3930031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3930079.250000 Penalty: 3425.735840
	Iteration 43Q: 3 clusters Score -3930079 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -3930118.250000 Penalty: 3425.735840
	Iteration 44Q: 3 clusters Score -3930118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -3930144.000000 Penalty: 3425.735840
	Iteration 45Q: 3 clusters Score -3930144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3930164.750000 Penalty: 3425.735840
	Iteration 46Q: 3 clusters Score -3930165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3930184.750000 Penalty: 3425.735840
	Iteration 47Q: 3 clusters Score -3930185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -3930193.500000 Penalty: 3425.735840
	Iteration 48Q: 3 clusters Score -3930194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3930206.500000 Penalty: 3425.735840
	Iteration 49Q: 3 clusters Score -3930206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -3930225.000000 Penalty: 3425.735840
	Iteration 50Q: 3 clusters Score -3930225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -3930230.000000 Penalty: 3425.735840
	Iteration 51Q: 3 clusters Score -3930230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -3930245.500000 Penalty: 3425.735840
	Iteration 52Q: 3 clusters Score -3930246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -3930251.500000 Penalty: 3425.735840
	Iteration 53Q: 3 clusters Score -3930252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -3930255.250000 Penalty: 3425.735840
	Iteration 54Q: 3 clusters Score -3930255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -3930264.750000 Penalty: 3425.735840
	Iteration 55Q: 3 clusters Score -3930265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -3930273.750000 Penalty: 3425.735840
	Iteration 56Q: 3 clusters Score -3930274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3930279.500000 Penalty: 3425.735840
	Iteration 57Q: 3 clusters Score -3930280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3930280.250000 Penalty: 3425.735840
	Iteration 58Q: 3 clusters Score -3930280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -3930290.250000 Penalty: 3425.735840
	Iteration 59Q: 3 clusters Score -3930290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3930287.750000 Penalty: 3425.735840
	Iteration 60F: 3 clusters Score -3930288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3930299.750000 Penalty: 3425.735840
	Iteration 61Q: 3 clusters Score -3930300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -3930300.500000 Penalty: 3425.735840
	Iteration 62Q: 3 clusters Score -3930300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -3930307.750000 Penalty: 3425.735840
	Iteration 63Q: 3 clusters Score -3930308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3930308.000000 Penalty: 3425.735840
	Iteration 64Q: 3 clusters Score -3930308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -3930318.500000 Penalty: 3425.735840
	Iteration 65Q: 3 clusters Score -3930318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -3930322.250000 Penalty: 3425.735840
	Iteration 66Q: 3 clusters Score -3930322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3930324.250000 Penalty: 3425.735840
	Iteration 67Q: 3 clusters Score -3930324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3930323.750000 Penalty: 3425.735840
	Iteration 68Q: 3 clusters Score -3930324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -3930320.000000 Penalty: 3425.735840
	Iteration 69Q: 3 clusters Score -3930320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3930328.250000 Penalty: 3425.735840
	Iteration 70Q: 3 clusters Score -3930328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3930328.250000 Penalty: 3425.735840
	Iteration 71F: 3 clusters Score -3930328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Entering Unmasked Estep 
Score: -16139809.000000 Penalty: 1942.166260
	Iteration 0F: 2 clusters Score -1.613981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -16039058.000000 Penalty: 3884.332520
	Iteration 0F: 3 clusters Score -1.603906e+07 nChanged 74632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -16084316.000000 Penalty: 3884.332520
	Iteration 1F: 3 clusters Score -1.608432e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -16086157.000000 Penalty: 3884.332520
	Iteration 2Q: 3 clusters Score -1.608616e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -16088931.000000 Penalty: 3884.332520
	Iteration 3Q: 3 clusters Score -1.608893e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -16092815.000000 Penalty: 3884.332520
	Iteration 4F: 3 clusters Score -1.609282e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -16098349.000000 Penalty: 3884.332520
	Iteration 5F: 3 clusters Score -1.609835e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -16104942.000000 Penalty: 3884.332520
	Iteration 6F: 3 clusters Score -1.610494e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -16112418.000000 Penalty: 3884.332520
	Iteration 7F: 3 clusters Score -1.611242e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 131194 members 
Entering Unmasked Estep 
Score: -16120394.000000 Penalty: 3884.332520
	Iteration 8F: 3 clusters Score -1.612039e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -16128210.000000 Penalty: 3884.332520
	Iteration 9F: 3 clusters Score -1.612821e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -16134051.000000 Penalty: 3884.332520
	Iteration 10Q: 3 clusters Score -1.613405e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -16137354.000000 Penalty: 3884.332520
	Iteration 11Q: 3 clusters Score -1.613735e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -16138757.000000 Penalty: 3884.332520
	Iteration 12Q: 3 clusters Score -1.613876e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 151844 members 
Entering Unmasked Estep 
Score: -16139299.000000 Penalty: 3884.332520
	Iteration 13Q: 3 clusters Score -1.61393e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 152047 members 
Entering Unmasked Estep 
Score: -16139487.000000 Penalty: 3884.332520
	Iteration 14Q: 3 clusters Score -1.613949e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -16139572.000000 Penalty: 3884.332520
	Iteration 15Q: 3 clusters Score -1.613957e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -16139610.000000 Penalty: 3884.332520
	Iteration 16Q: 3 clusters Score -1.613961e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -16139590.000000 Penalty: 3884.332520
	Iteration 17Q: 3 clusters Score -1.613959e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 152388 members 
Entering Unmasked Estep 
Score: -16139589.000000 Penalty: 3884.332520
	Iteration 18Q: 3 clusters Score -1.613959e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -16139590.000000 Penalty: 3884.332520
	Iteration 19Q: 3 clusters Score -1.613959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 152425 members 
Entering Unmasked Estep 
Score: -16139597.000000 Penalty: 3884.332520
	Iteration 20F: 3 clusters Score -1.61396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 152440 members 
Entering Unmasked Estep 
Score: -16139584.000000 Penalty: 3884.332520
	Iteration 21Q: 3 clusters Score -1.613958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -16139614.000000 Penalty: 3884.332520
	Iteration 22Q: 3 clusters Score -1.613961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -16139594.000000 Penalty: 3884.332520
	Iteration 23Q: 3 clusters Score -1.613959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 152458 members 
Entering Unmasked Estep 
Score: -16139583.000000 Penalty: 3884.332520
	Iteration 24Q: 3 clusters Score -1.613958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 152462 members 
Entering Unmasked Estep 
Score: -16139589.000000 Penalty: 3884.332520
	Iteration 25Q: 3 clusters Score -1.613959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -16139597.000000 Penalty: 3884.332520
	Iteration 26Q: 3 clusters Score -1.61396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -16139586.000000 Penalty: 3884.332520
	Iteration 27Q: 3 clusters Score -1.613959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -16139580.000000 Penalty: 3884.332520
	Iteration 28Q: 3 clusters Score -1.613958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -16139577.000000 Penalty: 3884.332520
	Iteration 29Q: 3 clusters Score -1.613958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 152480 members 
Entering Unmasked Estep 
Score: -16139581.000000 Penalty: 3884.332520
	Iteration 30Q: 3 clusters Score -1.613958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -16139597.000000 Penalty: 3884.332520
	Iteration 31Q: 3 clusters Score -1.61396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -16139591.000000 Penalty: 3884.332520
	Iteration 32Q: 3 clusters Score -1.613959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -16139591.000000 Penalty: 3884.332520
	Iteration 33Q: 3 clusters Score -1.613959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -16139591.000000 Penalty: 3884.332520
	Iteration 34F: 3 clusters Score -1.613959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Entering Unmasked Estep 
Score: -1555678.375000 Penalty: 1561.011719
	Iteration 0F: 2 clusters Score -1555678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1545386.625000 Penalty: 3122.023438
	Iteration 0F: 3 clusters Score -1545387 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1548981.500000 Penalty: 3122.023438
	Iteration 1F: 3 clusters Score -1548982 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1549329.125000 Penalty: 3122.023438
	Iteration 2F: 3 clusters Score -1549329 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1549696.500000 Penalty: 3122.023438
	Iteration 3F: 3 clusters Score -1549696 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1550059.875000 Penalty: 3122.023438
	Iteration 4Q: 3 clusters Score -1550060 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1550415.875000 Penalty: 3122.023438
	Iteration 5Q: 3 clusters Score -1550416 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1550779.125000 Penalty: 3122.023438
	Iteration 6Q: 3 clusters Score -1550779 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1551085.375000 Penalty: 3122.023438
	Iteration 7Q: 3 clusters Score -1551085 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1551372.875000 Penalty: 3122.023438
	Iteration 8Q: 3 clusters Score -1551373 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1551605.875000 Penalty: 3122.023438
	Iteration 9Q: 3 clusters Score -1551606 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1551799.625000 Penalty: 3122.023438
	Iteration 10Q: 3 clusters Score -1551800 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1551958.125000 Penalty: 3122.023438
	Iteration 11Q: 3 clusters Score -1551958 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1552095.750000 Penalty: 3122.023438
	Iteration 12Q: 3 clusters Score -1552096 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1552218.750000 Penalty: 3122.023438
	Iteration 13Q: 3 clusters Score -1552219 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1552304.375000 Penalty: 3122.023438
	Iteration 14Q: 3 clusters Score -1552304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1552374.375000 Penalty: 3122.023438
	Iteration 15Q: 3 clusters Score -1552374 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1552424.875000 Penalty: 3122.023438
	Iteration 16Q: 3 clusters Score -1552425 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1552466.375000 Penalty: 3122.023438
	Iteration 17Q: 3 clusters Score -1552466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1552518.750000 Penalty: 3122.023438
	Iteration 18Q: 3 clusters Score -1552519 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1552552.250000 Penalty: 3122.023438
	Iteration 19Q: 3 clusters Score -1552552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1552584.250000 Penalty: 3122.023438
	Iteration 20F: 3 clusters Score -1552584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1552622.250000 Penalty: 3122.023438
	Iteration 21Q: 3 clusters Score -1552622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1552650.875000 Penalty: 3122.023438
	Iteration 22Q: 3 clusters Score -1552651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1552675.750000 Penalty: 3122.023438
	Iteration 23Q: 3 clusters Score -1552676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1552700.250000 Penalty: 3122.023438
	Iteration 24Q: 3 clusters Score -1552700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1552732.500000 Penalty: 3122.023438
	Iteration 25Q: 3 clusters Score -1552732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1552776.000000 Penalty: 3122.023438
	Iteration 26Q: 3 clusters Score -1552776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1552812.875000 Penalty: 3122.023438
	Iteration 27Q: 3 clusters Score -1552813 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1552864.375000 Penalty: 3122.023438
	Iteration 28Q: 3 clusters Score -1552864 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1552914.750000 Penalty: 3122.023438
	Iteration 29Q: 3 clusters Score -1552915 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1552982.125000 Penalty: 3122.023438
	Iteration 30Q: 3 clusters Score -1552982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1553050.875000 Penalty: 3122.023438
	Iteration 31Q: 3 clusters Score -1553051 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1553125.875000 Penalty: 3122.023438
	Iteration 32Q: 3 clusters Score -1553126 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1553218.875000 Penalty: 3122.023438
	Iteration 33Q: 3 clusters Score -1553219 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1553321.625000 Penalty: 3122.023438
	Iteration 34Q: 3 clusters Score -1553322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1553436.000000 Penalty: 3122.023438
	Iteration 35Q: 3 clusters Score -1553436 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1553568.000000 Penalty: 3122.023438
	Iteration 36Q: 3 clusters Score -1553568 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1553705.250000 Penalty: 3122.023438
	Iteration 37Q: 3 clusters Score -1553705 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1553844.375000 Penalty: 3122.023438
	Iteration 38Q: 3 clusters Score -1553844 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1553998.500000 Penalty: 3122.023438
	Iteration 39Q: 3 clusters Score -1553998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1554153.000000 Penalty: 3122.023438
	Iteration 40F: 3 clusters Score -1554153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1554289.250000 Penalty: 3122.023438
	Iteration 41Q: 3 clusters Score -1554289 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1554418.500000 Penalty: 3122.023438
	Iteration 42Q: 3 clusters Score -1554418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1554531.750000 Penalty: 3122.023438
	Iteration 43Q: 3 clusters Score -1554532 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1554613.750000 Penalty: 3122.023438
	Iteration 44Q: 3 clusters Score -1554614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1554673.625000 Penalty: 3122.023438
	Iteration 45Q: 3 clusters Score -1554674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1554723.500000 Penalty: 3122.023438
	Iteration 46Q: 3 clusters Score -1554724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1554760.250000 Penalty: 3122.023438
	Iteration 47Q: 3 clusters Score -1554760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1554783.000000 Penalty: 3122.023438
	Iteration 48Q: 3 clusters Score -1554783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1554801.625000 Penalty: 3122.023438
	Iteration 49Q: 3 clusters Score -1554802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1554815.250000 Penalty: 3122.023438
	Iteration 50Q: 3 clusters Score -1554815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1554825.625000 Penalty: 3122.023438
	Iteration 51Q: 3 clusters Score -1554826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1554832.375000 Penalty: 3122.023438
	Iteration 52Q: 3 clusters Score -1554832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1554839.500000 Penalty: 3122.023438
	Iteration 53Q: 3 clusters Score -1554840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1554847.750000 Penalty: 3122.023438
	Iteration 54Q: 3 clusters Score -1554848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1554857.375000 Penalty: 3122.023438
	Iteration 55Q: 3 clusters Score -1554857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1554863.625000 Penalty: 3122.023438
	Iteration 56Q: 3 clusters Score -1554864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1554870.125000 Penalty: 3122.023438
	Iteration 57Q: 3 clusters Score -1554870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1554870.750000 Penalty: 3122.023438
	Iteration 58Q: 3 clusters Score -1554871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1554877.625000 Penalty: 3122.023438
	Iteration 59Q: 3 clusters Score -1554878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1554917.750000 Penalty: 3122.023438
	Iteration 60F: 3 clusters Score -1554918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1554939.250000 Penalty: 3122.023438
	Iteration 61Q: 3 clusters Score -1554939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1554954.500000 Penalty: 3122.023438
	Iteration 62Q: 3 clusters Score -1554954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1554974.500000 Penalty: 3122.023438
	Iteration 63Q: 3 clusters Score -1554974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1554983.875000 Penalty: 3122.023438
	Iteration 64Q: 3 clusters Score -1554984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1554998.750000 Penalty: 3122.023438
	Iteration 65Q: 3 clusters Score -1554999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1555007.750000 Penalty: 3122.023438
	Iteration 66Q: 3 clusters Score -1555008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1555023.625000 Penalty: 3122.023438
	Iteration 67Q: 3 clusters Score -1555024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1555032.125000 Penalty: 3122.023438
	Iteration 68Q: 3 clusters Score -1555032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1555042.125000 Penalty: 3122.023438
	Iteration 69Q: 3 clusters Score -1555042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1555053.500000 Penalty: 3122.023438
	Iteration 70Q: 3 clusters Score -1555054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1555063.375000 Penalty: 3122.023438
	Iteration 71Q: 3 clusters Score -1555063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1555067.750000 Penalty: 3122.023438
	Iteration 72Q: 3 clusters Score -1555068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1555075.875000 Penalty: 3122.023438
	Iteration 73Q: 3 clusters Score -1555076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1555074.500000 Penalty: 3122.023438
	Iteration 74Q: 3 clusters Score -1555074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1555080.125000 Penalty: 3122.023438
	Iteration 75Q: 3 clusters Score -1555080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1555083.625000 Penalty: 3122.023438
	Iteration 76Q: 3 clusters Score -1555084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1555086.500000 Penalty: 3122.023438
	Iteration 77Q: 3 clusters Score -1555086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1555091.625000 Penalty: 3122.023438
	Iteration 78Q: 3 clusters Score -1555092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1555092.000000 Penalty: 3122.023438
	Iteration 79Q: 3 clusters Score -1555092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1555095.875000 Penalty: 3122.023438
	Iteration 80F: 3 clusters Score -1555096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1555101.875000 Penalty: 3122.023438
	Iteration 81Q: 3 clusters Score -1555102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1555103.250000 Penalty: 3122.023438
	Iteration 82Q: 3 clusters Score -1555103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1555106.500000 Penalty: 3122.023438
	Iteration 83Q: 3 clusters Score -1555106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1555107.250000 Penalty: 3122.023438
	Iteration 84Q: 3 clusters Score -1555107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1555105.500000 Penalty: 3122.023438
	Iteration 85Q: 3 clusters Score -1555106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1555104.625000 Penalty: 3122.023438
	Iteration 86Q: 3 clusters Score -1555105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1555104.625000 Penalty: 3122.023438
	Iteration 87Q: 3 clusters Score -1555105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1555106.000000 Penalty: 3122.023438
	Iteration 88Q: 3 clusters Score -1555106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1555107.250000 Penalty: 3122.023438
	Iteration 89Q: 3 clusters Score -1555107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1555107.375000 Penalty: 3122.023438
	Iteration 90Q: 3 clusters Score -1555107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1555108.375000 Penalty: 3122.023438
	Iteration 91Q: 3 clusters Score -1555108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1555107.750000 Penalty: 3122.023438
	Iteration 92Q: 3 clusters Score -1555108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1555108.875000 Penalty: 3122.023438
	Iteration 93Q: 3 clusters Score -1555109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1555108.875000 Penalty: 3122.023438
	Iteration 94F: 3 clusters Score -1555109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -669122.312500 Penalty: 1432.111206
	Iteration 0F: 2 clusters Score -669122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -664031.750000 Penalty: 2864.222412
	Iteration 0F: 3 clusters Score -664031.8 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -665802.875000 Penalty: 2864.222412
	Iteration 1F: 3 clusters Score -665802.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -666283.812500 Penalty: 2864.222412
	Iteration 2F: 3 clusters Score -666283.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -666741.437500 Penalty: 2864.222412
	Iteration 3F: 3 clusters Score -666741.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -667165.875000 Penalty: 2864.222412
	Iteration 4F: 3 clusters Score -667165.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -667558.812500 Penalty: 2864.222412
	Iteration 5F: 3 clusters Score -667558.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -667831.437500 Penalty: 2864.222412
	Iteration 6F: 3 clusters Score -667831.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -668022.437500 Penalty: 2864.222412
	Iteration 7Q: 3 clusters Score -668022.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -668157.875000 Penalty: 2864.222412
	Iteration 8Q: 3 clusters Score -668157.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -668263.187500 Penalty: 2864.222412
	Iteration 9Q: 3 clusters Score -668263.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -668339.500000 Penalty: 2864.222412
	Iteration 10Q: 3 clusters Score -668339.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -668380.125000 Penalty: 2864.222412
	Iteration 11Q: 3 clusters Score -668380.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -668410.687500 Penalty: 2864.222412
	Iteration 12Q: 3 clusters Score -668410.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -668441.625000 Penalty: 2864.222412
	Iteration 13Q: 3 clusters Score -668441.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -668469.312500 Penalty: 2864.222412
	Iteration 14Q: 3 clusters Score -668469.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -668500.375000 Penalty: 2864.222412
	Iteration 15Q: 3 clusters Score -668500.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -668525.937500 Penalty: 2864.222412
	Iteration 16Q: 3 clusters Score -668525.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -668547.312500 Penalty: 2864.222412
	Iteration 17Q: 3 clusters Score -668547.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -668562.375000 Penalty: 2864.222412
	Iteration 18Q: 3 clusters Score -668562.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -668569.437500 Penalty: 2864.222412
	Iteration 19Q: 3 clusters Score -668569.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -668574.062500 Penalty: 2864.222412
	Iteration 20F: 3 clusters Score -668574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -668579.812500 Penalty: 2864.222412
	Iteration 21Q: 3 clusters Score -668579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -668586.625000 Penalty: 2864.222412
	Iteration 22Q: 3 clusters Score -668586.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -668592.187500 Penalty: 2864.222412
	Iteration 23Q: 3 clusters Score -668592.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -668597.062500 Penalty: 2864.222412
	Iteration 24Q: 3 clusters Score -668597.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -668600.375000 Penalty: 2864.222412
	Iteration 25Q: 3 clusters Score -668600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -668603.562500 Penalty: 2864.222412
	Iteration 26Q: 3 clusters Score -668603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -668606.562500 Penalty: 2864.222412
	Iteration 27Q: 3 clusters Score -668606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -668606.500000 Penalty: 2864.222412
	Iteration 28Q: 3 clusters Score -668606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -668607.562500 Penalty: 2864.222412
	Iteration 29Q: 3 clusters Score -668607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -668609.437500 Penalty: 2864.222412
	Iteration 30Q: 3 clusters Score -668609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -668611.375000 Penalty: 2864.222412
	Iteration 31Q: 3 clusters Score -668611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -668612.750000 Penalty: 2864.222412
	Iteration 32Q: 3 clusters Score -668612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -668613.062500 Penalty: 2864.222412
	Iteration 33Q: 3 clusters Score -668613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -668614.312500 Penalty: 2864.222412
	Iteration 34Q: 3 clusters Score -668614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -668616.437500 Penalty: 2864.222412
	Iteration 35Q: 3 clusters Score -668616.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -668617.125000 Penalty: 2864.222412
	Iteration 36Q: 3 clusters Score -668617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -668618.187500 Penalty: 2864.222412
	Iteration 37Q: 3 clusters Score -668618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -668618.562500 Penalty: 2864.222412
	Iteration 38Q: 3 clusters Score -668618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -668618.750000 Penalty: 2864.222412
	Iteration 39Q: 3 clusters Score -668618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -668619.562500 Penalty: 2864.222412
	Iteration 40F: 3 clusters Score -668619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -668619.750000 Penalty: 2864.222412
	Iteration 41Q: 3 clusters Score -668619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -668619.750000 Penalty: 2864.222412
	Iteration 42F: 3 clusters Score -668619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (187402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187402 members 
Entering Unmasked Estep 
Score: -19529116.000000 Penalty: 1972.914307
	Iteration 0F: 2 clusters Score -1.952912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -19410162.000000 Penalty: 3945.828613
	Iteration 0F: 3 clusters Score -1.941016e+07 nChanged 90496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -19464012.000000 Penalty: 3945.828613
	Iteration 1F: 3 clusters Score -1.946401e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -19464976.000000 Penalty: 3945.828613
	Iteration 2Q: 3 clusters Score -1.946498e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -19466234.000000 Penalty: 3945.828613
	Iteration 3Q: 3 clusters Score -1.946623e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -19467826.000000 Penalty: 3945.828613
	Iteration 4Q: 3 clusters Score -1.946783e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -19470426.000000 Penalty: 3945.828613
	Iteration 5Q: 3 clusters Score -1.947043e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -19473674.000000 Penalty: 3945.828613
	Iteration 6Q: 3 clusters Score -1.947367e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -19478354.000000 Penalty: 3945.828613
	Iteration 7Q: 3 clusters Score -1.947835e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -19484974.000000 Penalty: 3945.828613
	Iteration 8F: 3 clusters Score -1.948497e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -19492538.000000 Penalty: 3945.828613
	Iteration 9F: 3 clusters Score -1.949254e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -19498124.000000 Penalty: 3945.828613
	Iteration 10F: 3 clusters Score -1.949812e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -19500382.000000 Penalty: 3945.828613
	Iteration 11Q: 3 clusters Score -1.950038e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -19500902.000000 Penalty: 3945.828613
	Iteration 12Q: 3 clusters Score -1.95009e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -19500998.000000 Penalty: 3945.828613
	Iteration 13Q: 3 clusters Score -1.9501e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -19501070.000000 Penalty: 3945.828613
	Iteration 14Q: 3 clusters Score -1.950107e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -19501090.000000 Penalty: 3945.828613
	Iteration 15Q: 3 clusters Score -1.950109e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -19501182.000000 Penalty: 3945.828613
	Iteration 16Q: 3 clusters Score -1.950118e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -19501282.000000 Penalty: 3945.828613
	Iteration 17Q: 3 clusters Score -1.950128e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -19501246.000000 Penalty: 3945.828613
	Iteration 18Q: 3 clusters Score -1.950125e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 102674 members 
Entering Unmasked Estep 
Score: -19501394.000000 Penalty: 3945.828613
	Iteration 19Q: 3 clusters Score -1.950139e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -19501526.000000 Penalty: 3945.828613
	Iteration 20F: 3 clusters Score -1.950153e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -19501628.000000 Penalty: 3945.828613
	Iteration 21Q: 3 clusters Score -1.950163e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -19501702.000000 Penalty: 3945.828613
	Iteration 22Q: 3 clusters Score -1.95017e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -19501798.000000 Penalty: 3945.828613
	Iteration 23Q: 3 clusters Score -1.95018e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -19501918.000000 Penalty: 3945.828613
	Iteration 24Q: 3 clusters Score -1.950192e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -19502122.000000 Penalty: 3945.828613
	Iteration 25Q: 3 clusters Score -1.950212e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -19502264.000000 Penalty: 3945.828613
	Iteration 26Q: 3 clusters Score -1.950226e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -19502430.000000 Penalty: 3945.828613
	Iteration 27Q: 3 clusters Score -1.950243e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 111886 members 
Entering Unmasked Estep 
Score: -19502514.000000 Penalty: 3945.828613
	Iteration 28Q: 3 clusters Score -1.950251e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -19502756.000000 Penalty: 3945.828613
	Iteration 29Q: 3 clusters Score -1.950276e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -19502988.000000 Penalty: 3945.828613
	Iteration 30Q: 3 clusters Score -1.950299e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 116327 members 
Entering Unmasked Estep 
Score: -19503190.000000 Penalty: 3945.828613
	Iteration 31Q: 3 clusters Score -1.950319e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -19503482.000000 Penalty: 3945.828613
	Iteration 32Q: 3 clusters Score -1.950348e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -19503800.000000 Penalty: 3945.828613
	Iteration 33Q: 3 clusters Score -1.95038e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -19504090.000000 Penalty: 3945.828613
	Iteration 34Q: 3 clusters Score -1.950409e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -19504554.000000 Penalty: 3945.828613
	Iteration 35Q: 3 clusters Score -1.950455e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 126956 members 
Entering Unmasked Estep 
Score: -19505202.000000 Penalty: 3945.828613
	Iteration 36Q: 3 clusters Score -1.95052e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -19505686.000000 Penalty: 3945.828613
	Iteration 37Q: 3 clusters Score -1.950569e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 132345 members 
Entering Unmasked Estep 
Score: -19506426.000000 Penalty: 3945.828613
	Iteration 38Q: 3 clusters Score -1.950643e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 135295 members 
Entering Unmasked Estep 
Score: -19507080.000000 Penalty: 3945.828613
	Iteration 39Q: 3 clusters Score -1.950708e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -19508074.000000 Penalty: 3945.828613
	Iteration 40F: 3 clusters Score -1.950807e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
Score: -19509108.000000 Penalty: 3945.828613
	Iteration 41Q: 3 clusters Score -1.950911e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -19510252.000000 Penalty: 3945.828613
	Iteration 42Q: 3 clusters Score -1.951025e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 149652 members 
Entering Unmasked Estep 
Score: -19511644.000000 Penalty: 3945.828613
	Iteration 43Q: 3 clusters Score -1.951164e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -19513110.000000 Penalty: 3945.828613
	Iteration 44Q: 3 clusters Score -1.951311e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 158822 members 
Entering Unmasked Estep 
Score: -19514550.000000 Penalty: 3945.828613
	Iteration 45Q: 3 clusters Score -1.951455e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -19516454.000000 Penalty: 3945.828613
	Iteration 46Q: 3 clusters Score -1.951645e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 169433 members 
Entering Unmasked Estep 
Score: -19518646.000000 Penalty: 3945.828613
	Iteration 47Q: 3 clusters Score -1.951865e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -19520692.000000 Penalty: 3945.828613
	Iteration 48Q: 3 clusters Score -1.952069e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -19522670.000000 Penalty: 3945.828613
	Iteration 49Q: 3 clusters Score -1.952267e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 182123 members 
Entering Unmasked Estep 
Score: -19524468.000000 Penalty: 3945.828613
	Iteration 50Q: 3 clusters Score -1.952447e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 184355 members 
Entering Unmasked Estep 
Score: -19525766.000000 Penalty: 3945.828613
	Iteration 51Q: 3 clusters Score -1.952577e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 185640 members 
Entering Unmasked Estep 
Score: -19526444.000000 Penalty: 3945.828613
	Iteration 52Q: 3 clusters Score -1.952644e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 186327 members 
Entering Unmasked Estep 
Score: -19526814.000000 Penalty: 3945.828613
	Iteration 53Q: 3 clusters Score -1.952681e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 186664 members 
Entering Unmasked Estep 
Score: -19527072.000000 Penalty: 3945.828613
	Iteration 54Q: 3 clusters Score -1.952707e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 186844 members 
Entering Unmasked Estep 
Score: -19527214.000000 Penalty: 3945.828613
	Iteration 55Q: 3 clusters Score -1.952721e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 186931 members 
Entering Unmasked Estep 
Score: -19527308.000000 Penalty: 3945.828613
	Iteration 56Q: 3 clusters Score -1.952731e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 186977 members 
Entering Unmasked Estep 
Score: -19527402.000000 Penalty: 3945.828613
	Iteration 57Q: 3 clusters Score -1.95274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 187000 members 
Entering Unmasked Estep 
Score: -19527462.000000 Penalty: 3945.828613
	Iteration 58Q: 3 clusters Score -1.952746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 187012 members 
Entering Unmasked Estep 
Score: -19527466.000000 Penalty: 3945.828613
	Iteration 59Q: 3 clusters Score -1.952747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -19527484.000000 Penalty: 3945.828613
	Iteration 60F: 3 clusters Score -1.952748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 187035 members 
Entering Unmasked Estep 
Score: -19527514.000000 Penalty: 3945.828613
	Iteration 61Q: 3 clusters Score -1.952751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 187045 members 
Entering Unmasked Estep 
Score: -19527552.000000 Penalty: 3945.828613
	Iteration 62Q: 3 clusters Score -1.952755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 187051 members 
Entering Unmasked Estep 
Score: -19527572.000000 Penalty: 3945.828613
	Iteration 63Q: 3 clusters Score -1.952757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 187057 members 
Entering Unmasked Estep 
Score: -19527600.000000 Penalty: 3945.828613
	Iteration 64Q: 3 clusters Score -1.95276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -19527600.000000 Penalty: 3945.828613
	Iteration 65Q: 3 clusters Score -1.95276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 187063 members 
Entering Unmasked Estep 
Score: -19527606.000000 Penalty: 3945.828613
	Iteration 66Q: 3 clusters Score -1.952761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 187064 members 
Entering Unmasked Estep 
Score: -19527606.000000 Penalty: 3945.828613
	Iteration 67Q: 3 clusters Score -1.952761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -19527608.000000 Penalty: 3945.828613
	Iteration 68Q: 3 clusters Score -1.952761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187069 members 
Entering Unmasked Estep 
Score: -19527618.000000 Penalty: 3945.828613
	Iteration 69Q: 3 clusters Score -1.952762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -19527634.000000 Penalty: 3945.828613
	Iteration 70Q: 3 clusters Score -1.952763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187069 members 
Entering Unmasked Estep 
Score: -19527630.000000 Penalty: 3945.828613
	Iteration 71Q: 3 clusters Score -1.952763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 187068 members 
Entering Unmasked Estep 
Score: -19527632.000000 Penalty: 3945.828613
	Iteration 72Q: 3 clusters Score -1.952763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -19527638.000000 Penalty: 3945.828613
	Iteration 73Q: 3 clusters Score -1.952764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -19527648.000000 Penalty: 3945.828613
	Iteration 74Q: 3 clusters Score -1.952765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 187063 members 
Entering Unmasked Estep 
Score: -19527678.000000 Penalty: 3945.828613
	Iteration 75Q: 3 clusters Score -1.952768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 187064 members 
Entering Unmasked Estep 
Score: -19527674.000000 Penalty: 3945.828613
	Iteration 76Q: 3 clusters Score -1.952767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 187068 members 
Entering Unmasked Estep 
Score: -19527666.000000 Penalty: 3945.828613
	Iteration 77Q: 3 clusters Score -1.952767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 187070 members 
Entering Unmasked Estep 
Score: -19527676.000000 Penalty: 3945.828613
	Iteration 78Q: 3 clusters Score -1.952768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 187072 members 
Entering Unmasked Estep 
Score: -19527688.000000 Penalty: 3945.828613
	Iteration 79Q: 3 clusters Score -1.952769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -19527686.000000 Penalty: 3945.828613
	Iteration 80F: 3 clusters Score -1.952769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -19527688.000000 Penalty: 3945.828613
	Iteration 81Q: 3 clusters Score -1.952769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 187077 members 
Entering Unmasked Estep 
Score: -19527694.000000 Penalty: 3945.828613
	Iteration 82Q: 3 clusters Score -1.952769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -19527708.000000 Penalty: 3945.828613
	Iteration 83Q: 3 clusters Score -1.952771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -19527706.000000 Penalty: 3945.828613
	Iteration 84Q: 3 clusters Score -1.952771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -19527706.000000 Penalty: 3945.828613
	Iteration 85F: 3 clusters Score -1.952771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1019636.062500 Penalty: 1499.339600
	Iteration 0F: 2 clusters Score -1019636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1012258.437500 Penalty: 2998.679199
	Iteration 0F: 3 clusters Score -1012258 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1014652.187500 Penalty: 2998.679199
	Iteration 1F: 3 clusters Score -1014652 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1014959.437500 Penalty: 2998.679199
	Iteration 2F: 3 clusters Score -1014959 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1015247.500000 Penalty: 2998.679199
	Iteration 3F: 3 clusters Score -1015248 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1015585.312500 Penalty: 2998.679199
	Iteration 4F: 3 clusters Score -1015585 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1016061.750000 Penalty: 2998.679199
	Iteration 5F: 3 clusters Score -1016062 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1016646.750000 Penalty: 2998.679199
	Iteration 6F: 3 clusters Score -1016647 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1017221.562500 Penalty: 2998.679199
	Iteration 7F: 3 clusters Score -1017222 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1017869.875000 Penalty: 2998.679199
	Iteration 8F: 3 clusters Score -1017870 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1018466.375000 Penalty: 2998.679199
	Iteration 9F: 3 clusters Score -1018466 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1018885.500000 Penalty: 2998.679199
	Iteration 10F: 3 clusters Score -1018886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1019108.312500 Penalty: 2998.679199
	Iteration 11Q: 3 clusters Score -1019108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1019251.250000 Penalty: 2998.679199
	Iteration 12Q: 3 clusters Score -1019251 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1019352.875000 Penalty: 2998.679199
	Iteration 13Q: 3 clusters Score -1019353 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1019450.250000 Penalty: 2998.679199
	Iteration 14Q: 3 clusters Score -1019450 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1019521.500000 Penalty: 2998.679199
	Iteration 15Q: 3 clusters Score -1019522 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1019574.812500 Penalty: 2998.679199
	Iteration 16Q: 3 clusters Score -1019575 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1019621.687500 Penalty: 2998.679199
	Iteration 17Q: 3 clusters Score -1019622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1019654.750000 Penalty: 2998.679199
	Iteration 18Q: 3 clusters Score -1019655 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1019686.625000 Penalty: 2998.679199
	Iteration 19Q: 3 clusters Score -1019687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1019718.437500 Penalty: 2998.679199
	Iteration 20F: 3 clusters Score -1019718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1019748.125000 Penalty: 2998.679199
	Iteration 21Q: 3 clusters Score -1019748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1019777.125000 Penalty: 2998.679199
	Iteration 22Q: 3 clusters Score -1019777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1019795.375000 Penalty: 2998.679199
	Iteration 23Q: 3 clusters Score -1019795 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1019817.250000 Penalty: 2998.679199
	Iteration 24Q: 3 clusters Score -1019817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1019835.937500 Penalty: 2998.679199
	Iteration 25Q: 3 clusters Score -1019836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1019850.687500 Penalty: 2998.679199
	Iteration 26Q: 3 clusters Score -1019851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1019863.625000 Penalty: 2998.679199
	Iteration 27Q: 3 clusters Score -1019864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1019875.312500 Penalty: 2998.679199
	Iteration 28Q: 3 clusters Score -1019875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1019892.250000 Penalty: 2998.679199
	Iteration 29Q: 3 clusters Score -1019892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1019899.687500 Penalty: 2998.679199
	Iteration 30Q: 3 clusters Score -1019900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1019909.812500 Penalty: 2998.679199
	Iteration 31Q: 3 clusters Score -1019910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1019912.125000 Penalty: 2998.679199
	Iteration 32Q: 3 clusters Score -1019912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1019917.187500 Penalty: 2998.679199
	Iteration 33Q: 3 clusters Score -1019917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1019918.812500 Penalty: 2998.679199
	Iteration 34Q: 3 clusters Score -1019919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1019920.625000 Penalty: 2998.679199
	Iteration 35Q: 3 clusters Score -1019921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1019924.437500 Penalty: 2998.679199
	Iteration 36Q: 3 clusters Score -1019924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1019926.187500 Penalty: 2998.679199
	Iteration 37Q: 3 clusters Score -1019926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1019925.312500 Penalty: 2998.679199
	Iteration 38Q: 3 clusters Score -1019925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1019925.375000 Penalty: 2998.679199
	Iteration 39Q: 3 clusters Score -1019925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1019926.812500 Penalty: 2998.679199
	Iteration 40F: 3 clusters Score -1019927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1019928.875000 Penalty: 2998.679199
	Iteration 41Q: 3 clusters Score -1019929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1019929.312500 Penalty: 2998.679199
	Iteration 42Q: 3 clusters Score -1019929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1019929.437500 Penalty: 2998.679199
	Iteration 43Q: 3 clusters Score -1019929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1019929.500000 Penalty: 2998.679199
	Iteration 44Q: 3 clusters Score -1019930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1019931.250000 Penalty: 2998.679199
	Iteration 45Q: 3 clusters Score -1019931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1019929.875000 Penalty: 2998.679199
	Iteration 46Q: 3 clusters Score -1019930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1019928.625000 Penalty: 2998.679199
	Iteration 47Q: 3 clusters Score -1019929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1019928.625000 Penalty: 2998.679199
	Iteration 48F: 3 clusters Score -1019929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 6996 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Mstep: Class 50 contains 3169 members 
Entering Unmasked Estep 
Score: -154064448.000000 Penalty: 115734.070312
Splitting cluster 29 changes total score from -154064880.000000 to -154064448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (31417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Entering Unmasked Estep 
Score: -2977144.750000 Penalty: 1682.704468
	Iteration 0F: 2 clusters Score -2977145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2956040.750000 Penalty: 3365.408936
	Iteration 0F: 3 clusters Score -2956041 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2964469.750000 Penalty: 3365.408936
	Iteration 1F: 3 clusters Score -2964470 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2965448.750000 Penalty: 3365.408936
	Iteration 2F: 3 clusters Score -2965449 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2966508.000000 Penalty: 3365.408936
	Iteration 3F: 3 clusters Score -2966508 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2967724.750000 Penalty: 3365.408936
	Iteration 4F: 3 clusters Score -2967725 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2968858.000000 Penalty: 3365.408936
	Iteration 5F: 3 clusters Score -2968858 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2969957.750000 Penalty: 3365.408936
	Iteration 6F: 3 clusters Score -2969958 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2970966.750000 Penalty: 3365.408936
	Iteration 7F: 3 clusters Score -2970967 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2971987.750000 Penalty: 3365.408936
	Iteration 8Q: 3 clusters Score -2971988 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2972923.000000 Penalty: 3365.408936
	Iteration 9Q: 3 clusters Score -2972923 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2973804.000000 Penalty: 3365.408936
	Iteration 10Q: 3 clusters Score -2973804 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2974527.250000 Penalty: 3365.408936
	Iteration 11Q: 3 clusters Score -2974527 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2975007.000000 Penalty: 3365.408936
	Iteration 12Q: 3 clusters Score -2975007 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2975334.750000 Penalty: 3365.408936
	Iteration 13Q: 3 clusters Score -2975335 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2975556.250000 Penalty: 3365.408936
	Iteration 14Q: 3 clusters Score -2975556 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2975674.500000 Penalty: 3365.408936
	Iteration 15Q: 3 clusters Score -2975674 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2975789.500000 Penalty: 3365.408936
	Iteration 16Q: 3 clusters Score -2975790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2975876.250000 Penalty: 3365.408936
	Iteration 17Q: 3 clusters Score -2975876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2975943.750000 Penalty: 3365.408936
	Iteration 18Q: 3 clusters Score -2975944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2975988.500000 Penalty: 3365.408936
	Iteration 19Q: 3 clusters Score -2975988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2976013.750000 Penalty: 3365.408936
	Iteration 20F: 3 clusters Score -2976014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2976043.500000 Penalty: 3365.408936
	Iteration 21Q: 3 clusters Score -2976044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2976068.500000 Penalty: 3365.408936
	Iteration 22Q: 3 clusters Score -2976068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2976081.750000 Penalty: 3365.408936
	Iteration 23Q: 3 clusters Score -2976082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2976090.250000 Penalty: 3365.408936
	Iteration 24Q: 3 clusters Score -2976090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2976107.000000 Penalty: 3365.408936
	Iteration 25Q: 3 clusters Score -2976107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2976117.750000 Penalty: 3365.408936
	Iteration 26Q: 3 clusters Score -2976118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2976124.500000 Penalty: 3365.408936
	Iteration 27Q: 3 clusters Score -2976124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2976137.000000 Penalty: 3365.408936
	Iteration 28Q: 3 clusters Score -2976137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2976143.000000 Penalty: 3365.408936
	Iteration 29Q: 3 clusters Score -2976143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2976143.000000 Penalty: 3365.408936
	Iteration 30Q: 3 clusters Score -2976143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2976149.500000 Penalty: 3365.408936
	Iteration 31Q: 3 clusters Score -2976150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2976146.250000 Penalty: 3365.408936
	Iteration 32Q: 3 clusters Score -2976146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2976148.000000 Penalty: 3365.408936
	Iteration 33Q: 3 clusters Score -2976148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2976149.750000 Penalty: 3365.408936
	Iteration 34Q: 3 clusters Score -2976150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2976151.750000 Penalty: 3365.408936
	Iteration 35Q: 3 clusters Score -2976152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2976151.500000 Penalty: 3365.408936
	Iteration 36Q: 3 clusters Score -2976152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2976152.500000 Penalty: 3365.408936
	Iteration 37Q: 3 clusters Score -2976152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2976153.000000 Penalty: 3365.408936
	Iteration 38Q: 3 clusters Score -2976153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2976153.500000 Penalty: 3365.408936
	Iteration 39Q: 3 clusters Score -2976154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2976155.500000 Penalty: 3365.408936
	Iteration 40F: 3 clusters Score -2976156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2976155.250000 Penalty: 3365.408936
	Iteration 41Q: 3 clusters Score -2976155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2976155.250000 Penalty: 3365.408936
	Iteration 42F: 3 clusters Score -2976155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Entering Unmasked Estep 
Score: -747093.562500 Penalty: 1448.495605
	Iteration 0F: 2 clusters Score -747093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -741661.000000 Penalty: 2896.991211
	Iteration 0F: 3 clusters Score -741661 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -743481.000000 Penalty: 2896.991211
	Iteration 1F: 3 clusters Score -743481 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -744012.687500 Penalty: 2896.991211
	Iteration 2F: 3 clusters Score -744012.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -744547.062500 Penalty: 2896.991211
	Iteration 3F: 3 clusters Score -744547.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -745057.187500 Penalty: 2896.991211
	Iteration 4F: 3 clusters Score -745057.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -745494.000000 Penalty: 2896.991211
	Iteration 5F: 3 clusters Score -745494 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -745826.250000 Penalty: 2896.991211
	Iteration 6F: 3 clusters Score -745826.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -746042.187500 Penalty: 2896.991211
	Iteration 7Q: 3 clusters Score -746042.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -746182.312500 Penalty: 2896.991211
	Iteration 8Q: 3 clusters Score -746182.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -746246.125000 Penalty: 2896.991211
	Iteration 9Q: 3 clusters Score -746246.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -746289.187500 Penalty: 2896.991211
	Iteration 10Q: 3 clusters Score -746289.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -746311.437500 Penalty: 2896.991211
	Iteration 11Q: 3 clusters Score -746311.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -746325.000000 Penalty: 2896.991211
	Iteration 12Q: 3 clusters Score -746325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -746335.187500 Penalty: 2896.991211
	Iteration 13Q: 3 clusters Score -746335.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -746338.000000 Penalty: 2896.991211
	Iteration 14Q: 3 clusters Score -746338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -746347.125000 Penalty: 2896.991211
	Iteration 15Q: 3 clusters Score -746347.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -746352.625000 Penalty: 2896.991211
	Iteration 16Q: 3 clusters Score -746352.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -746355.687500 Penalty: 2896.991211
	Iteration 17Q: 3 clusters Score -746355.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -746360.187500 Penalty: 2896.991211
	Iteration 18Q: 3 clusters Score -746360.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -746362.125000 Penalty: 2896.991211
	Iteration 19Q: 3 clusters Score -746362.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -746364.125000 Penalty: 2896.991211
	Iteration 20F: 3 clusters Score -746364.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -746366.937500 Penalty: 2896.991211
	Iteration 21Q: 3 clusters Score -746366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -746367.250000 Penalty: 2896.991211
	Iteration 22Q: 3 clusters Score -746367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -746366.187500 Penalty: 2896.991211
	Iteration 23Q: 3 clusters Score -746366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -746367.937500 Penalty: 2896.991211
	Iteration 24Q: 3 clusters Score -746367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -746367.937500 Penalty: 2896.991211
	Iteration 25F: 3 clusters Score -746367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Entering Unmasked Estep 
Score: -1101638.750000 Penalty: 1510.996948
	Iteration 0F: 2 clusters Score -1101639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1093949.750000 Penalty: 3021.993896
	Iteration 0F: 3 clusters Score -1093950 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1096497.375000 Penalty: 3021.993896
	Iteration 1F: 3 clusters Score -1096497 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1096748.000000 Penalty: 3021.993896
	Iteration 2F: 3 clusters Score -1096748 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1097025.125000 Penalty: 3021.993896
	Iteration 3Q: 3 clusters Score -1097025 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1097356.375000 Penalty: 3021.993896
	Iteration 4F: 3 clusters Score -1097356 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1097749.625000 Penalty: 3021.993896
	Iteration 5F: 3 clusters Score -1097750 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1098167.000000 Penalty: 3021.993896
	Iteration 6F: 3 clusters Score -1098167 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1098611.875000 Penalty: 3021.993896
	Iteration 7F: 3 clusters Score -1098612 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1099054.000000 Penalty: 3021.993896
	Iteration 8F: 3 clusters Score -1099054 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1099410.375000 Penalty: 3021.993896
	Iteration 9Q: 3 clusters Score -1099410 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1099691.625000 Penalty: 3021.993896
	Iteration 10Q: 3 clusters Score -1099692 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1099869.500000 Penalty: 3021.993896
	Iteration 11Q: 3 clusters Score -1099870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1100013.250000 Penalty: 3021.993896
	Iteration 12Q: 3 clusters Score -1100013 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1100122.250000 Penalty: 3021.993896
	Iteration 13Q: 3 clusters Score -1100122 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1100199.125000 Penalty: 3021.993896
	Iteration 14Q: 3 clusters Score -1100199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1100255.250000 Penalty: 3021.993896
	Iteration 15Q: 3 clusters Score -1100255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1100304.250000 Penalty: 3021.993896
	Iteration 16Q: 3 clusters Score -1100304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1100348.750000 Penalty: 3021.993896
	Iteration 17Q: 3 clusters Score -1100349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1100377.125000 Penalty: 3021.993896
	Iteration 18Q: 3 clusters Score -1100377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1100399.250000 Penalty: 3021.993896
	Iteration 19Q: 3 clusters Score -1100399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1100420.375000 Penalty: 3021.993896
	Iteration 20F: 3 clusters Score -1100420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1100435.000000 Penalty: 3021.993896
	Iteration 21Q: 3 clusters Score -1100435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1100442.750000 Penalty: 3021.993896
	Iteration 22Q: 3 clusters Score -1100443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1100450.000000 Penalty: 3021.993896
	Iteration 23Q: 3 clusters Score -1100450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1100454.250000 Penalty: 3021.993896
	Iteration 24Q: 3 clusters Score -1100454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1100457.125000 Penalty: 3021.993896
	Iteration 25Q: 3 clusters Score -1100457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1100461.000000 Penalty: 3021.993896
	Iteration 26Q: 3 clusters Score -1100461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1100465.375000 Penalty: 3021.993896
	Iteration 27Q: 3 clusters Score -1100465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1100473.250000 Penalty: 3021.993896
	Iteration 28Q: 3 clusters Score -1100473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1100475.125000 Penalty: 3021.993896
	Iteration 29Q: 3 clusters Score -1100475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1100477.125000 Penalty: 3021.993896
	Iteration 30Q: 3 clusters Score -1100477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1100477.375000 Penalty: 3021.993896
	Iteration 31Q: 3 clusters Score -1100477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1100478.000000 Penalty: 3021.993896
	Iteration 32Q: 3 clusters Score -1100478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1100479.625000 Penalty: 3021.993896
	Iteration 33Q: 3 clusters Score -1100480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1100479.625000 Penalty: 3021.993896
	Iteration 34F: 3 clusters Score -1100480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Entering Unmasked Estep 
Score: -1793400.000000 Penalty: 1578.842285
	Iteration 0F: 2 clusters Score -1793400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1782111.000000 Penalty: 3157.684570
	Iteration 0F: 3 clusters Score -1782111 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1786007.250000 Penalty: 3157.684570
	Iteration 1F: 3 clusters Score -1786007 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1786312.375000 Penalty: 3157.684570
	Iteration 2F: 3 clusters Score -1786312 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1786620.500000 Penalty: 3157.684570
	Iteration 3Q: 3 clusters Score -1786620 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1786949.000000 Penalty: 3157.684570
	Iteration 4Q: 3 clusters Score -1786949 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1787348.625000 Penalty: 3157.684570
	Iteration 5Q: 3 clusters Score -1787349 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1787860.125000 Penalty: 3157.684570
	Iteration 6F: 3 clusters Score -1787860 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1788473.500000 Penalty: 3157.684570
	Iteration 7F: 3 clusters Score -1788474 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1789161.625000 Penalty: 3157.684570
	Iteration 8F: 3 clusters Score -1789162 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1789825.250000 Penalty: 3157.684570
	Iteration 9F: 3 clusters Score -1789825 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1790396.750000 Penalty: 3157.684570
	Iteration 10Q: 3 clusters Score -1790397 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1790838.375000 Penalty: 3157.684570
	Iteration 11Q: 3 clusters Score -1790838 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1791155.000000 Penalty: 3157.684570
	Iteration 12Q: 3 clusters Score -1791155 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1791386.125000 Penalty: 3157.684570
	Iteration 13Q: 3 clusters Score -1791386 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1791557.125000 Penalty: 3157.684570
	Iteration 14Q: 3 clusters Score -1791557 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1791662.875000 Penalty: 3157.684570
	Iteration 15Q: 3 clusters Score -1791663 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1791733.250000 Penalty: 3157.684570
	Iteration 16Q: 3 clusters Score -1791733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1791811.750000 Penalty: 3157.684570
	Iteration 17Q: 3 clusters Score -1791812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1791873.750000 Penalty: 3157.684570
	Iteration 18Q: 3 clusters Score -1791874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1791914.625000 Penalty: 3157.684570
	Iteration 19Q: 3 clusters Score -1791915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1791952.000000 Penalty: 3157.684570
	Iteration 20F: 3 clusters Score -1791952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1791992.000000 Penalty: 3157.684570
	Iteration 21Q: 3 clusters Score -1791992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1792024.875000 Penalty: 3157.684570
	Iteration 22Q: 3 clusters Score -1792025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1792056.875000 Penalty: 3157.684570
	Iteration 23Q: 3 clusters Score -1792057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1792080.500000 Penalty: 3157.684570
	Iteration 24Q: 3 clusters Score -1792080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1792089.000000 Penalty: 3157.684570
	Iteration 25Q: 3 clusters Score -1792089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1792100.625000 Penalty: 3157.684570
	Iteration 26Q: 3 clusters Score -1792101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1792110.875000 Penalty: 3157.684570
	Iteration 27Q: 3 clusters Score -1792111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1792127.000000 Penalty: 3157.684570
	Iteration 28Q: 3 clusters Score -1792127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1792139.125000 Penalty: 3157.684570
	Iteration 29Q: 3 clusters Score -1792139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1792153.000000 Penalty: 3157.684570
	Iteration 30Q: 3 clusters Score -1792153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1792158.125000 Penalty: 3157.684570
	Iteration 31Q: 3 clusters Score -1792158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1792166.875000 Penalty: 3157.684570
	Iteration 32Q: 3 clusters Score -1792167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1792165.625000 Penalty: 3157.684570
	Iteration 33Q: 3 clusters Score -1792166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1792168.750000 Penalty: 3157.684570
	Iteration 34Q: 3 clusters Score -1792169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1792172.500000 Penalty: 3157.684570
	Iteration 35Q: 3 clusters Score -1792172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1792176.875000 Penalty: 3157.684570
	Iteration 36Q: 3 clusters Score -1792177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1792179.875000 Penalty: 3157.684570
	Iteration 37Q: 3 clusters Score -1792180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1792182.375000 Penalty: 3157.684570
	Iteration 38Q: 3 clusters Score -1792182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1792189.750000 Penalty: 3157.684570
	Iteration 39Q: 3 clusters Score -1792190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1792190.875000 Penalty: 3157.684570
	Iteration 40F: 3 clusters Score -1792191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1792196.375000 Penalty: 3157.684570
	Iteration 41Q: 3 clusters Score -1792196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1792196.000000 Penalty: 3157.684570
	Iteration 42Q: 3 clusters Score -1792196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1792197.500000 Penalty: 3157.684570
	Iteration 43Q: 3 clusters Score -1792198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1792198.875000 Penalty: 3157.684570
	Iteration 44Q: 3 clusters Score -1792199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1792198.875000 Penalty: 3157.684570
	Iteration 45F: 3 clusters Score -1792199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -343162.562500 Penalty: 1323.416016
	Iteration 0F: 2 clusters Score -343162.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -340165.843750 Penalty: 2646.832031
	Iteration 0F: 3 clusters Score -340165.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -340947.562500 Penalty: 2646.832031
	Iteration 1F: 3 clusters Score -340947.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -341113.812500 Penalty: 2646.832031
	Iteration 2F: 3 clusters Score -341113.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -341235.343750 Penalty: 2646.832031
	Iteration 3F: 3 clusters Score -341235.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -341347.687500 Penalty: 2646.832031
	Iteration 4Q: 3 clusters Score -341347.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -341435.625000 Penalty: 2646.832031
	Iteration 5Q: 3 clusters Score -341435.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -341528.968750 Penalty: 2646.832031
	Iteration 6Q: 3 clusters Score -341529 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -341602.218750 Penalty: 2646.832031
	Iteration 7Q: 3 clusters Score -341602.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -341674.125000 Penalty: 2646.832031
	Iteration 8Q: 3 clusters Score -341674.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -341735.125000 Penalty: 2646.832031
	Iteration 9Q: 3 clusters Score -341735.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -341776.625000 Penalty: 2646.832031
	Iteration 10Q: 3 clusters Score -341776.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -341817.906250 Penalty: 2646.832031
	Iteration 11Q: 3 clusters Score -341817.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -341860.312500 Penalty: 2646.832031
	Iteration 12Q: 3 clusters Score -341860.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -341900.781250 Penalty: 2646.832031
	Iteration 13Q: 3 clusters Score -341900.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -341923.437500 Penalty: 2646.832031
	Iteration 14Q: 3 clusters Score -341923.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -341946.906250 Penalty: 2646.832031
	Iteration 15Q: 3 clusters Score -341946.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -341963.125000 Penalty: 2646.832031
	Iteration 16Q: 3 clusters Score -341963.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -341988.968750 Penalty: 2646.832031
	Iteration 17Q: 3 clusters Score -341989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -342004.468750 Penalty: 2646.832031
	Iteration 18Q: 3 clusters Score -342004.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -342018.156250 Penalty: 2646.832031
	Iteration 19Q: 3 clusters Score -342018.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -342024.625000 Penalty: 2646.832031
	Iteration 20F: 3 clusters Score -342024.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -342030.187500 Penalty: 2646.832031
	Iteration 21Q: 3 clusters Score -342030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -342032.312500 Penalty: 2646.832031
	Iteration 22Q: 3 clusters Score -342032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -342033.250000 Penalty: 2646.832031
	Iteration 23Q: 3 clusters Score -342033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -342033.500000 Penalty: 2646.832031
	Iteration 24Q: 3 clusters Score -342033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -342033.781250 Penalty: 2646.832031
	Iteration 25Q: 3 clusters Score -342033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -342034.718750 Penalty: 2646.832031
	Iteration 26Q: 3 clusters Score -342034.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -342035.000000 Penalty: 2646.832031
	Iteration 27Q: 3 clusters Score -342035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -342035.718750 Penalty: 2646.832031
	Iteration 28Q: 3 clusters Score -342035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -342036.531250 Penalty: 2646.832031
	Iteration 29Q: 3 clusters Score -342036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -342036.531250 Penalty: 2646.832031
	Iteration 30F: 3 clusters Score -342036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -317715.968750 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -317716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -314949.468750 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -314949.5 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -316108.843750 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -316108.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -316782.875000 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -316782.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317032.531250 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -317032.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -317162.687500 Penalty: 2623.552002
	Iteration 4F: 3 clusters Score -317162.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -317273.187500 Penalty: 2623.552002
	Iteration 5Q: 3 clusters Score -317273.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -317391.968750 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -317392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -317490.656250 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -317490.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -317575.750000 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -317575.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -317654.156250 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -317654.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -317713.531250 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -317713.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -317770.093750 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -317770.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -317817.968750 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -317818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -317846.187500 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -317846.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -317873.781250 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -317873.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -317886.156250 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -317886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -317895.156250 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -317895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -317900.312500 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -317900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -317905.000000 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -317905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -317911.937500 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -317911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -317916.000000 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -317916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -317918.937500 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -317918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -317921.437500 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -317921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -317926.593750 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -317926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -317928.937500 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -317928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -317934.218750 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -317934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -317940.000000 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -317940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -317945.687500 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -317945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -317947.218750 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -317947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -317947.218750 Penalty: 2623.552002
	Iteration 29F: 3 clusters Score -317947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 2624 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Mstep: Class 50 contains 581 members 
Entering Unmasked Estep 
Score: -154064032.000000 Penalty: 115734.070312
Splitting cluster 35 changes total score from -154064880.000000 to -154064032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -422938.093750 Penalty: 1360.627441
	Iteration 0F: 2 clusters Score -422938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -419381.500000 Penalty: 2721.254883
	Iteration 0F: 3 clusters Score -419381.5 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -420471.031250 Penalty: 2721.254883
	Iteration 1F: 3 clusters Score -420471 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -420820.750000 Penalty: 2721.254883
	Iteration 2F: 3 clusters Score -420820.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -421084.406250 Penalty: 2721.254883
	Iteration 3F: 3 clusters Score -421084.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -421359.406250 Penalty: 2721.254883
	Iteration 4F: 3 clusters Score -421359.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -421680.843750 Penalty: 2721.254883
	Iteration 5F: 3 clusters Score -421680.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -422015.718750 Penalty: 2721.254883
	Iteration 6F: 3 clusters Score -422015.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -422214.875000 Penalty: 2721.254883
	Iteration 7F: 3 clusters Score -422214.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -422313.375000 Penalty: 2721.254883
	Iteration 8Q: 3 clusters Score -422313.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -422374.937500 Penalty: 2721.254883
	Iteration 9Q: 3 clusters Score -422374.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -422439.218750 Penalty: 2721.254883
	Iteration 10Q: 3 clusters Score -422439.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -422501.718750 Penalty: 2721.254883
	Iteration 11Q: 3 clusters Score -422501.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -422577.437500 Penalty: 2721.254883
	Iteration 12Q: 3 clusters Score -422577.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -422666.531250 Penalty: 2721.254883
	Iteration 13Q: 3 clusters Score -422666.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -422775.406250 Penalty: 2721.254883
	Iteration 14Q: 3 clusters Score -422775.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -422883.437500 Penalty: 2721.254883
	Iteration 15Q: 3 clusters Score -422883.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -422968.937500 Penalty: 2721.254883
	Iteration 16Q: 3 clusters Score -422968.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -423034.843750 Penalty: 2721.254883
	Iteration 17Q: 3 clusters Score -423034.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -423100.375000 Penalty: 2721.254883
	Iteration 18Q: 3 clusters Score -423100.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -423152.000000 Penalty: 2721.254883
	Iteration 19Q: 3 clusters Score -423152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -423189.750000 Penalty: 2721.254883
	Iteration 20F: 3 clusters Score -423189.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -423215.718750 Penalty: 2721.254883
	Iteration 21Q: 3 clusters Score -423215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -423224.375000 Penalty: 2721.254883
	Iteration 22Q: 3 clusters Score -423224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -423228.218750 Penalty: 2721.254883
	Iteration 23Q: 3 clusters Score -423228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -423231.437500 Penalty: 2721.254883
	Iteration 24Q: 3 clusters Score -423231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -423235.750000 Penalty: 2721.254883
	Iteration 25Q: 3 clusters Score -423235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -423239.750000 Penalty: 2721.254883
	Iteration 26Q: 3 clusters Score -423239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -423243.781250 Penalty: 2721.254883
	Iteration 27Q: 3 clusters Score -423243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -423245.343750 Penalty: 2721.254883
	Iteration 28Q: 3 clusters Score -423245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -423245.718750 Penalty: 2721.254883
	Iteration 29Q: 3 clusters Score -423245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -423246.468750 Penalty: 2721.254883
	Iteration 30Q: 3 clusters Score -423246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423246.531250 Penalty: 2721.254883
	Iteration 31Q: 3 clusters Score -423246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -423247.250000 Penalty: 2721.254883
	Iteration 32Q: 3 clusters Score -423247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -423247.750000 Penalty: 2721.254883
	Iteration 33Q: 3 clusters Score -423247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -423248.656250 Penalty: 2721.254883
	Iteration 34Q: 3 clusters Score -423248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -423248.843750 Penalty: 2721.254883
	Iteration 35Q: 3 clusters Score -423248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -423249.812500 Penalty: 2721.254883
	Iteration 36Q: 3 clusters Score -423249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -423249.625000 Penalty: 2721.254883
	Iteration 37Q: 3 clusters Score -423249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -423250.375000 Penalty: 2721.254883
	Iteration 38Q: 3 clusters Score -423250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -423251.062500 Penalty: 2721.254883
	Iteration 39Q: 3 clusters Score -423251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -423252.406250 Penalty: 2721.254883
	Iteration 40F: 3 clusters Score -423252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -423252.562500 Penalty: 2721.254883
	Iteration 41Q: 3 clusters Score -423252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -423252.875000 Penalty: 2721.254883
	Iteration 42Q: 3 clusters Score -423252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -423252.875000 Penalty: 2721.254883
	Iteration 43F: 3 clusters Score -423252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 3196 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Mstep: Class 50 contains 1133 members 
Entering Unmasked Estep 
Score: -154064176.000000 Penalty: 115734.070312
Splitting cluster 36 changes total score from -154064880.000000 to -154064176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -338571.343750 Penalty: 1337.425415
	Iteration 0F: 2 clusters Score -338571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -335538.875000 Penalty: 2674.850830
	Iteration 0F: 3 clusters Score -335538.9 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -336729.750000 Penalty: 2674.850830
	Iteration 1F: 3 clusters Score -336729.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -337181.875000 Penalty: 2674.850830
	Iteration 2F: 3 clusters Score -337181.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -337461.437500 Penalty: 2674.850830
	Iteration 3F: 3 clusters Score -337461.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -337691.375000 Penalty: 2674.850830
	Iteration 4F: 3 clusters Score -337691.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -337892.718750 Penalty: 2674.850830
	Iteration 5F: 3 clusters Score -337892.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -338050.687500 Penalty: 2674.850830
	Iteration 6Q: 3 clusters Score -338050.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -338172.656250 Penalty: 2674.850830
	Iteration 7Q: 3 clusters Score -338172.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -338246.468750 Penalty: 2674.850830
	Iteration 8Q: 3 clusters Score -338246.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -338298.000000 Penalty: 2674.850830
	Iteration 9Q: 3 clusters Score -338298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -338338.406250 Penalty: 2674.850830
	Iteration 10Q: 3 clusters Score -338338.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -338405.687500 Penalty: 2674.850830
	Iteration 11Q: 3 clusters Score -338405.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -338483.375000 Penalty: 2674.850830
	Iteration 12Q: 3 clusters Score -338483.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -338553.468750 Penalty: 2674.850830
	Iteration 13Q: 3 clusters Score -338553.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -338614.843750 Penalty: 2674.850830
	Iteration 14Q: 3 clusters Score -338614.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -338660.750000 Penalty: 2674.850830
	Iteration 15Q: 3 clusters Score -338660.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -338702.468750 Penalty: 2674.850830
	Iteration 16Q: 3 clusters Score -338702.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -338735.593750 Penalty: 2674.850830
	Iteration 17Q: 3 clusters Score -338735.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -338752.343750 Penalty: 2674.850830
	Iteration 18Q: 3 clusters Score -338752.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -338769.750000 Penalty: 2674.850830
	Iteration 19Q: 3 clusters Score -338769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -338826.312500 Penalty: 2674.850830
	Iteration 20F: 3 clusters Score -338826.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -338861.875000 Penalty: 2674.850830
	Iteration 21Q: 3 clusters Score -338861.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -338890.562500 Penalty: 2674.850830
	Iteration 22Q: 3 clusters Score -338890.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -338910.718750 Penalty: 2674.850830
	Iteration 23Q: 3 clusters Score -338910.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -338920.343750 Penalty: 2674.850830
	Iteration 24Q: 3 clusters Score -338920.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -338929.781250 Penalty: 2674.850830
	Iteration 25Q: 3 clusters Score -338929.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -338938.031250 Penalty: 2674.850830
	Iteration 26Q: 3 clusters Score -338938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -338942.468750 Penalty: 2674.850830
	Iteration 27Q: 3 clusters Score -338942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -338943.343750 Penalty: 2674.850830
	Iteration 28Q: 3 clusters Score -338943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -338944.468750 Penalty: 2674.850830
	Iteration 29Q: 3 clusters Score -338944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -338944.843750 Penalty: 2674.850830
	Iteration 30Q: 3 clusters Score -338944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -338944.843750 Penalty: 2674.850830
	Iteration 31F: 3 clusters Score -338944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 1834 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Mstep: Class 50 contains 1919 members 
Entering Unmasked Estep 
Score: -154064192.000000 Penalty: 115734.070312
Splitting cluster 37 changes total score from -154064880.000000 to -154064192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -1533445.750000 Penalty: 1563.368042
	Iteration 0F: 2 clusters Score -1533446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1522925.125000 Penalty: 3126.736084
	Iteration 0F: 3 clusters Score -1522925 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1526802.625000 Penalty: 3126.736084
	Iteration 1F: 3 clusters Score -1526803 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1527265.500000 Penalty: 3126.736084
	Iteration 2F: 3 clusters Score -1527266 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1527684.625000 Penalty: 3126.736084
	Iteration 3F: 3 clusters Score -1527685 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1528089.250000 Penalty: 3126.736084
	Iteration 4F: 3 clusters Score -1528089 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1528509.375000 Penalty: 3126.736084
	Iteration 5F: 3 clusters Score -1528509 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1528920.000000 Penalty: 3126.736084
	Iteration 6F: 3 clusters Score -1528920 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1529274.875000 Penalty: 3126.736084
	Iteration 7Q: 3 clusters Score -1529275 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1529644.375000 Penalty: 3126.736084
	Iteration 8Q: 3 clusters Score -1529644 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1529999.000000 Penalty: 3126.736084
	Iteration 9Q: 3 clusters Score -1529999 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1530358.125000 Penalty: 3126.736084
	Iteration 10Q: 3 clusters Score -1530358 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1530672.875000 Penalty: 3126.736084
	Iteration 11Q: 3 clusters Score -1530673 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1530944.375000 Penalty: 3126.736084
	Iteration 12Q: 3 clusters Score -1530944 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1531160.875000 Penalty: 3126.736084
	Iteration 13Q: 3 clusters Score -1531161 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1531335.375000 Penalty: 3126.736084
	Iteration 14Q: 3 clusters Score -1531335 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1531485.625000 Penalty: 3126.736084
	Iteration 15Q: 3 clusters Score -1531486 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1531608.500000 Penalty: 3126.736084
	Iteration 16Q: 3 clusters Score -1531608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1531725.000000 Penalty: 3126.736084
	Iteration 17Q: 3 clusters Score -1531725 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1531808.375000 Penalty: 3126.736084
	Iteration 18Q: 3 clusters Score -1531808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1531878.000000 Penalty: 3126.736084
	Iteration 19Q: 3 clusters Score -1531878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1531943.375000 Penalty: 3126.736084
	Iteration 20F: 3 clusters Score -1531943 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1532013.500000 Penalty: 3126.736084
	Iteration 21Q: 3 clusters Score -1532014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1532074.000000 Penalty: 3126.736084
	Iteration 22Q: 3 clusters Score -1532074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1532103.500000 Penalty: 3126.736084
	Iteration 23Q: 3 clusters Score -1532104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1532153.000000 Penalty: 3126.736084
	Iteration 24Q: 3 clusters Score -1532153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1532204.375000 Penalty: 3126.736084
	Iteration 25Q: 3 clusters Score -1532204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1532231.375000 Penalty: 3126.736084
	Iteration 26Q: 3 clusters Score -1532231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1532264.500000 Penalty: 3126.736084
	Iteration 27Q: 3 clusters Score -1532264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1532291.250000 Penalty: 3126.736084
	Iteration 28Q: 3 clusters Score -1532291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1532323.125000 Penalty: 3126.736084
	Iteration 29Q: 3 clusters Score -1532323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1532351.500000 Penalty: 3126.736084
	Iteration 30Q: 3 clusters Score -1532352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1532383.875000 Penalty: 3126.736084
	Iteration 31Q: 3 clusters Score -1532384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1532398.500000 Penalty: 3126.736084
	Iteration 32Q: 3 clusters Score -1532398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1532428.000000 Penalty: 3126.736084
	Iteration 33Q: 3 clusters Score -1532428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1532450.250000 Penalty: 3126.736084
	Iteration 34Q: 3 clusters Score -1532450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1532462.750000 Penalty: 3126.736084
	Iteration 35Q: 3 clusters Score -1532463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1532472.875000 Penalty: 3126.736084
	Iteration 36Q: 3 clusters Score -1532473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1532481.375000 Penalty: 3126.736084
	Iteration 37Q: 3 clusters Score -1532481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1532492.000000 Penalty: 3126.736084
	Iteration 38Q: 3 clusters Score -1532492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1532497.250000 Penalty: 3126.736084
	Iteration 39Q: 3 clusters Score -1532497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1532503.625000 Penalty: 3126.736084
	Iteration 40F: 3 clusters Score -1532504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1532504.125000 Penalty: 3126.736084
	Iteration 41Q: 3 clusters Score -1532504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1532509.000000 Penalty: 3126.736084
	Iteration 42Q: 3 clusters Score -1532509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1532510.375000 Penalty: 3126.736084
	Iteration 43Q: 3 clusters Score -1532510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1532513.125000 Penalty: 3126.736084
	Iteration 44Q: 3 clusters Score -1532513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1532516.625000 Penalty: 3126.736084
	Iteration 45Q: 3 clusters Score -1532517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1532522.875000 Penalty: 3126.736084
	Iteration 46Q: 3 clusters Score -1532523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1532525.750000 Penalty: 3126.736084
	Iteration 47Q: 3 clusters Score -1532526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1532526.250000 Penalty: 3126.736084
	Iteration 48Q: 3 clusters Score -1532526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1532528.500000 Penalty: 3126.736084
	Iteration 49Q: 3 clusters Score -1532528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1532530.750000 Penalty: 3126.736084
	Iteration 50Q: 3 clusters Score -1532531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1532533.000000 Penalty: 3126.736084
	Iteration 51Q: 3 clusters Score -1532533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1532534.375000 Penalty: 3126.736084
	Iteration 52Q: 3 clusters Score -1532534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1532539.625000 Penalty: 3126.736084
	Iteration 53Q: 3 clusters Score -1532540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1532541.500000 Penalty: 3126.736084
	Iteration 54Q: 3 clusters Score -1532542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1532544.625000 Penalty: 3126.736084
	Iteration 55Q: 3 clusters Score -1532545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1532542.750000 Penalty: 3126.736084
	Iteration 56Q: 3 clusters Score -1532543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1532543.625000 Penalty: 3126.736084
	Iteration 57Q: 3 clusters Score -1532544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1532541.750000 Penalty: 3126.736084
	Iteration 58Q: 3 clusters Score -1532542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1532543.500000 Penalty: 3126.736084
	Iteration 59Q: 3 clusters Score -1532544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1532544.000000 Penalty: 3126.736084
	Iteration 60F: 3 clusters Score -1532544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1532545.000000 Penalty: 3126.736084
	Iteration 61Q: 3 clusters Score -1532545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1532548.375000 Penalty: 3126.736084
	Iteration 62Q: 3 clusters Score -1532548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1532548.750000 Penalty: 3126.736084
	Iteration 63Q: 3 clusters Score -1532549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1532551.750000 Penalty: 3126.736084
	Iteration 64Q: 3 clusters Score -1532552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1532552.750000 Penalty: 3126.736084
	Iteration 65Q: 3 clusters Score -1532553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1532556.250000 Penalty: 3126.736084
	Iteration 66Q: 3 clusters Score -1532556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1532559.750000 Penalty: 3126.736084
	Iteration 67Q: 3 clusters Score -1532560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1532558.125000 Penalty: 3126.736084
	Iteration 68Q: 3 clusters Score -1532558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1532560.500000 Penalty: 3126.736084
	Iteration 69Q: 3 clusters Score -1532560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1532559.000000 Penalty: 3126.736084
	Iteration 70Q: 3 clusters Score -1532559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1532560.250000 Penalty: 3126.736084
	Iteration 71Q: 3 clusters Score -1532560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1532559.750000 Penalty: 3126.736084
	Iteration 72Q: 3 clusters Score -1532560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1532559.500000 Penalty: 3126.736084
	Iteration 73Q: 3 clusters Score -1532560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1532559.500000 Penalty: 3126.736084
	Iteration 74F: 3 clusters Score -1532560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Entering Unmasked Estep 
Score: -1075582.750000 Penalty: 1505.734619
	Iteration 0F: 2 clusters Score -1075583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1068075.125000 Penalty: 3011.469238
	Iteration 0F: 3 clusters Score -1068075 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1070628.625000 Penalty: 3011.469238
	Iteration 1F: 3 clusters Score -1070629 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1070937.500000 Penalty: 3011.469238
	Iteration 2F: 3 clusters Score -1070938 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1071203.875000 Penalty: 3011.469238
	Iteration 3F: 3 clusters Score -1071204 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1071470.875000 Penalty: 3011.469238
	Iteration 4F: 3 clusters Score -1071471 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1071778.500000 Penalty: 3011.469238
	Iteration 5Q: 3 clusters Score -1071778 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1072208.000000 Penalty: 3011.469238
	Iteration 6F: 3 clusters Score -1072208 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1072697.625000 Penalty: 3011.469238
	Iteration 7F: 3 clusters Score -1072698 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1073203.125000 Penalty: 3011.469238
	Iteration 8F: 3 clusters Score -1073203 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1073599.125000 Penalty: 3011.469238
	Iteration 9F: 3 clusters Score -1073599 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1073914.375000 Penalty: 3011.469238
	Iteration 10Q: 3 clusters Score -1073914 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1074152.375000 Penalty: 3011.469238
	Iteration 11Q: 3 clusters Score -1074152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1074312.875000 Penalty: 3011.469238
	Iteration 12Q: 3 clusters Score -1074313 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1074417.375000 Penalty: 3011.469238
	Iteration 13Q: 3 clusters Score -1074417 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1074498.000000 Penalty: 3011.469238
	Iteration 14Q: 3 clusters Score -1074498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1074549.500000 Penalty: 3011.469238
	Iteration 15Q: 3 clusters Score -1074550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1074569.125000 Penalty: 3011.469238
	Iteration 16Q: 3 clusters Score -1074569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1074581.500000 Penalty: 3011.469238
	Iteration 17Q: 3 clusters Score -1074582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1074595.250000 Penalty: 3011.469238
	Iteration 18Q: 3 clusters Score -1074595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1074603.500000 Penalty: 3011.469238
	Iteration 19Q: 3 clusters Score -1074604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1074610.625000 Penalty: 3011.469238
	Iteration 20F: 3 clusters Score -1074611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1074615.500000 Penalty: 3011.469238
	Iteration 21Q: 3 clusters Score -1074616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1074622.125000 Penalty: 3011.469238
	Iteration 22Q: 3 clusters Score -1074622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1074623.750000 Penalty: 3011.469238
	Iteration 23Q: 3 clusters Score -1074624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1074626.750000 Penalty: 3011.469238
	Iteration 24Q: 3 clusters Score -1074627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1074628.500000 Penalty: 3011.469238
	Iteration 25Q: 3 clusters Score -1074628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1074630.625000 Penalty: 3011.469238
	Iteration 26Q: 3 clusters Score -1074631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1074631.750000 Penalty: 3011.469238
	Iteration 27Q: 3 clusters Score -1074632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1074632.500000 Penalty: 3011.469238
	Iteration 28Q: 3 clusters Score -1074632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1074634.125000 Penalty: 3011.469238
	Iteration 29Q: 3 clusters Score -1074634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1074637.250000 Penalty: 3011.469238
	Iteration 30Q: 3 clusters Score -1074637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1074637.875000 Penalty: 3011.469238
	Iteration 31Q: 3 clusters Score -1074638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1074648.000000 Penalty: 3011.469238
	Iteration 32Q: 3 clusters Score -1074648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1074651.125000 Penalty: 3011.469238
	Iteration 33Q: 3 clusters Score -1074651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1074654.875000 Penalty: 3011.469238
	Iteration 34Q: 3 clusters Score -1074655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1074656.875000 Penalty: 3011.469238
	Iteration 35Q: 3 clusters Score -1074657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1074657.125000 Penalty: 3011.469238
	Iteration 36Q: 3 clusters Score -1074657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1074658.000000 Penalty: 3011.469238
	Iteration 37Q: 3 clusters Score -1074658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1074665.250000 Penalty: 3011.469238
	Iteration 38Q: 3 clusters Score -1074665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1074668.750000 Penalty: 3011.469238
	Iteration 39Q: 3 clusters Score -1074669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1074675.750000 Penalty: 3011.469238
	Iteration 40F: 3 clusters Score -1074676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1074673.500000 Penalty: 3011.469238
	Iteration 41Q: 3 clusters Score -1074674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1074675.875000 Penalty: 3011.469238
	Iteration 42Q: 3 clusters Score -1074676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1074676.375000 Penalty: 3011.469238
	Iteration 43Q: 3 clusters Score -1074676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1074680.750000 Penalty: 3011.469238
	Iteration 44Q: 3 clusters Score -1074681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1074683.375000 Penalty: 3011.469238
	Iteration 45Q: 3 clusters Score -1074683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1074684.375000 Penalty: 3011.469238
	Iteration 46Q: 3 clusters Score -1074684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1074684.625000 Penalty: 3011.469238
	Iteration 47Q: 3 clusters Score -1074685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1074684.375000 Penalty: 3011.469238
	Iteration 48Q: 3 clusters Score -1074684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1074683.000000 Penalty: 3011.469238
	Iteration 49Q: 3 clusters Score -1074683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1074686.250000 Penalty: 3011.469238
	Iteration 50Q: 3 clusters Score -1074686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1074689.000000 Penalty: 3011.469238
	Iteration 51Q: 3 clusters Score -1074689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1074691.125000 Penalty: 3011.469238
	Iteration 52Q: 3 clusters Score -1074691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1074689.000000 Penalty: 3011.469238
	Iteration 53Q: 3 clusters Score -1074689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1074689.250000 Penalty: 3011.469238
	Iteration 54Q: 3 clusters Score -1074689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1074689.875000 Penalty: 3011.469238
	Iteration 55Q: 3 clusters Score -1074690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1074692.500000 Penalty: 3011.469238
	Iteration 56Q: 3 clusters Score -1074692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1074693.625000 Penalty: 3011.469238
	Iteration 57Q: 3 clusters Score -1074694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1074694.125000 Penalty: 3011.469238
	Iteration 58Q: 3 clusters Score -1074694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1074694.875000 Penalty: 3011.469238
	Iteration 59Q: 3 clusters Score -1074695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1074697.750000 Penalty: 3011.469238
	Iteration 60F: 3 clusters Score -1074698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1074696.875000 Penalty: 3011.469238
	Iteration 61Q: 3 clusters Score -1074697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1074699.625000 Penalty: 3011.469238
	Iteration 62Q: 3 clusters Score -1074700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1074701.250000 Penalty: 3011.469238
	Iteration 63Q: 3 clusters Score -1074701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1074700.625000 Penalty: 3011.469238
	Iteration 64Q: 3 clusters Score -1074701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1074701.375000 Penalty: 3011.469238
	Iteration 65Q: 3 clusters Score -1074701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1074703.250000 Penalty: 3011.469238
	Iteration 66Q: 3 clusters Score -1074703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1074704.000000 Penalty: 3011.469238
	Iteration 67Q: 3 clusters Score -1074704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1074704.250000 Penalty: 3011.469238
	Iteration 68Q: 3 clusters Score -1074704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1074704.250000 Penalty: 3011.469238
	Iteration 69F: 3 clusters Score -1074704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Entering Unmasked Estep 
Score: -858713.687500 Penalty: 1474.702637
	Iteration 0F: 2 clusters Score -858713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -852367.437500 Penalty: 2949.405273
	Iteration 0F: 3 clusters Score -852367.4 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -854450.625000 Penalty: 2949.405273
	Iteration 1F: 3 clusters Score -854450.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -854783.000000 Penalty: 2949.405273
	Iteration 2F: 3 clusters Score -854783 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -855174.250000 Penalty: 2949.405273
	Iteration 3F: 3 clusters Score -855174.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -855602.187500 Penalty: 2949.405273
	Iteration 4F: 3 clusters Score -855602.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -856034.562500 Penalty: 2949.405273
	Iteration 5F: 3 clusters Score -856034.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -856437.750000 Penalty: 2949.405273
	Iteration 6F: 3 clusters Score -856437.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -856766.562500 Penalty: 2949.405273
	Iteration 7F: 3 clusters Score -856766.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -857004.437500 Penalty: 2949.405273
	Iteration 8Q: 3 clusters Score -857004.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -857174.312500 Penalty: 2949.405273
	Iteration 9Q: 3 clusters Score -857174.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -857309.062500 Penalty: 2949.405273
	Iteration 10Q: 3 clusters Score -857309.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -857408.062500 Penalty: 2949.405273
	Iteration 11Q: 3 clusters Score -857408.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -857488.562500 Penalty: 2949.405273
	Iteration 12Q: 3 clusters Score -857488.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -857539.000000 Penalty: 2949.405273
	Iteration 13Q: 3 clusters Score -857539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -857571.562500 Penalty: 2949.405273
	Iteration 14Q: 3 clusters Score -857571.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -857597.812500 Penalty: 2949.405273
	Iteration 15Q: 3 clusters Score -857597.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -857610.375000 Penalty: 2949.405273
	Iteration 16Q: 3 clusters Score -857610.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -857625.375000 Penalty: 2949.405273
	Iteration 17Q: 3 clusters Score -857625.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -857634.500000 Penalty: 2949.405273
	Iteration 18Q: 3 clusters Score -857634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -857641.125000 Penalty: 2949.405273
	Iteration 19Q: 3 clusters Score -857641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -857647.000000 Penalty: 2949.405273
	Iteration 20F: 3 clusters Score -857647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -857656.062500 Penalty: 2949.405273
	Iteration 21Q: 3 clusters Score -857656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -857661.000000 Penalty: 2949.405273
	Iteration 22Q: 3 clusters Score -857661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -857667.437500 Penalty: 2949.405273
	Iteration 23Q: 3 clusters Score -857667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -857669.750000 Penalty: 2949.405273
	Iteration 24Q: 3 clusters Score -857669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -857674.687500 Penalty: 2949.405273
	Iteration 25Q: 3 clusters Score -857674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -857674.500000 Penalty: 2949.405273
	Iteration 26Q: 3 clusters Score -857674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -857674.500000 Penalty: 2949.405273
	Iteration 27F: 3 clusters Score -857674.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Entering Unmasked Estep 
Score: -2009584.000000 Penalty: 1601.791992
	Iteration 0F: 2 clusters Score -2009584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1996619.750000 Penalty: 3203.583984
	Iteration 0F: 3 clusters Score -1996620 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2001208.000000 Penalty: 3203.583984
	Iteration 1F: 3 clusters Score -2001208 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2001511.500000 Penalty: 3203.583984
	Iteration 2Q: 3 clusters Score -2001512 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2001809.000000 Penalty: 3203.583984
	Iteration 3Q: 3 clusters Score -2001809 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2002161.875000 Penalty: 3203.583984
	Iteration 4Q: 3 clusters Score -2002162 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2002555.875000 Penalty: 3203.583984
	Iteration 5Q: 3 clusters Score -2002556 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2002971.125000 Penalty: 3203.583984
	Iteration 6Q: 3 clusters Score -2002971 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2003468.750000 Penalty: 3203.583984
	Iteration 7Q: 3 clusters Score -2003469 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2004032.750000 Penalty: 3203.583984
	Iteration 8Q: 3 clusters Score -2004033 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2004609.500000 Penalty: 3203.583984
	Iteration 9Q: 3 clusters Score -2004610 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2005159.000000 Penalty: 3203.583984
	Iteration 10Q: 3 clusters Score -2005159 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2005661.500000 Penalty: 3203.583984
	Iteration 11Q: 3 clusters Score -2005662 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2006110.500000 Penalty: 3203.583984
	Iteration 12Q: 3 clusters Score -2006110 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2006415.375000 Penalty: 3203.583984
	Iteration 13Q: 3 clusters Score -2006415 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2006621.625000 Penalty: 3203.583984
	Iteration 14Q: 3 clusters Score -2006622 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2006773.125000 Penalty: 3203.583984
	Iteration 15Q: 3 clusters Score -2006773 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2006888.625000 Penalty: 3203.583984
	Iteration 16Q: 3 clusters Score -2006889 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2006980.625000 Penalty: 3203.583984
	Iteration 17Q: 3 clusters Score -2006981 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2007055.000000 Penalty: 3203.583984
	Iteration 18Q: 3 clusters Score -2007055 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2007118.375000 Penalty: 3203.583984
	Iteration 19Q: 3 clusters Score -2007118 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2007183.125000 Penalty: 3203.583984
	Iteration 20F: 3 clusters Score -2007183 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2007238.625000 Penalty: 3203.583984
	Iteration 21Q: 3 clusters Score -2007239 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2007294.875000 Penalty: 3203.583984
	Iteration 22Q: 3 clusters Score -2007295 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2007360.875000 Penalty: 3203.583984
	Iteration 23Q: 3 clusters Score -2007361 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2007426.250000 Penalty: 3203.583984
	Iteration 24Q: 3 clusters Score -2007426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2007486.750000 Penalty: 3203.583984
	Iteration 25Q: 3 clusters Score -2007487 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2007541.375000 Penalty: 3203.583984
	Iteration 26Q: 3 clusters Score -2007541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2007584.875000 Penalty: 3203.583984
	Iteration 27Q: 3 clusters Score -2007585 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2007624.375000 Penalty: 3203.583984
	Iteration 28Q: 3 clusters Score -2007624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2007664.500000 Penalty: 3203.583984
	Iteration 29Q: 3 clusters Score -2007664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2007712.000000 Penalty: 3203.583984
	Iteration 30Q: 3 clusters Score -2007712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2007773.000000 Penalty: 3203.583984
	Iteration 31Q: 3 clusters Score -2007773 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2007817.500000 Penalty: 3203.583984
	Iteration 32Q: 3 clusters Score -2007818 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2007853.875000 Penalty: 3203.583984
	Iteration 33Q: 3 clusters Score -2007854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2007897.000000 Penalty: 3203.583984
	Iteration 34Q: 3 clusters Score -2007897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2007920.875000 Penalty: 3203.583984
	Iteration 35Q: 3 clusters Score -2007921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2007947.250000 Penalty: 3203.583984
	Iteration 36Q: 3 clusters Score -2007947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2007980.375000 Penalty: 3203.583984
	Iteration 37Q: 3 clusters Score -2007980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2008010.500000 Penalty: 3203.583984
	Iteration 38Q: 3 clusters Score -2008010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2008030.625000 Penalty: 3203.583984
	Iteration 39Q: 3 clusters Score -2008031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2008051.250000 Penalty: 3203.583984
	Iteration 40F: 3 clusters Score -2008051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2008073.375000 Penalty: 3203.583984
	Iteration 41Q: 3 clusters Score -2008073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2008093.250000 Penalty: 3203.583984
	Iteration 42Q: 3 clusters Score -2008093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2008106.375000 Penalty: 3203.583984
	Iteration 43Q: 3 clusters Score -2008106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2008115.750000 Penalty: 3203.583984
	Iteration 44Q: 3 clusters Score -2008116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2008123.500000 Penalty: 3203.583984
	Iteration 45Q: 3 clusters Score -2008124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2008128.875000 Penalty: 3203.583984
	Iteration 46Q: 3 clusters Score -2008129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2008134.750000 Penalty: 3203.583984
	Iteration 47Q: 3 clusters Score -2008135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2008133.000000 Penalty: 3203.583984
	Iteration 48Q: 3 clusters Score -2008133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2008137.625000 Penalty: 3203.583984
	Iteration 49Q: 3 clusters Score -2008138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2008141.000000 Penalty: 3203.583984
	Iteration 50Q: 3 clusters Score -2008141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2008147.000000 Penalty: 3203.583984
	Iteration 51Q: 3 clusters Score -2008147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2008155.750000 Penalty: 3203.583984
	Iteration 52Q: 3 clusters Score -2008156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2008158.875000 Penalty: 3203.583984
	Iteration 53Q: 3 clusters Score -2008159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2008163.500000 Penalty: 3203.583984
	Iteration 54Q: 3 clusters Score -2008164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2008164.375000 Penalty: 3203.583984
	Iteration 55Q: 3 clusters Score -2008164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2008168.625000 Penalty: 3203.583984
	Iteration 56Q: 3 clusters Score -2008169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2008172.250000 Penalty: 3203.583984
	Iteration 57Q: 3 clusters Score -2008172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2008171.875000 Penalty: 3203.583984
	Iteration 58Q: 3 clusters Score -2008172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2008176.250000 Penalty: 3203.583984
	Iteration 59Q: 3 clusters Score -2008176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2008178.250000 Penalty: 3203.583984
	Iteration 60F: 3 clusters Score -2008178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2008182.500000 Penalty: 3203.583984
	Iteration 61Q: 3 clusters Score -2008182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2008183.375000 Penalty: 3203.583984
	Iteration 62Q: 3 clusters Score -2008183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2008185.250000 Penalty: 3203.583984
	Iteration 63Q: 3 clusters Score -2008185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2008187.500000 Penalty: 3203.583984
	Iteration 64Q: 3 clusters Score -2008188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2008187.875000 Penalty: 3203.583984
	Iteration 65Q: 3 clusters Score -2008188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2008194.750000 Penalty: 3203.583984
	Iteration 66Q: 3 clusters Score -2008195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2008200.000000 Penalty: 3203.583984
	Iteration 67Q: 3 clusters Score -2008200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2008202.750000 Penalty: 3203.583984
	Iteration 68Q: 3 clusters Score -2008203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2008207.500000 Penalty: 3203.583984
	Iteration 69Q: 3 clusters Score -2008208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2008209.250000 Penalty: 3203.583984
	Iteration 70Q: 3 clusters Score -2008209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2008213.875000 Penalty: 3203.583984
	Iteration 71Q: 3 clusters Score -2008214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2008217.875000 Penalty: 3203.583984
	Iteration 72Q: 3 clusters Score -2008218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2008222.375000 Penalty: 3203.583984
	Iteration 73Q: 3 clusters Score -2008222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2008228.375000 Penalty: 3203.583984
	Iteration 74Q: 3 clusters Score -2008228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2008233.375000 Penalty: 3203.583984
	Iteration 75Q: 3 clusters Score -2008233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2008232.875000 Penalty: 3203.583984
	Iteration 76Q: 3 clusters Score -2008233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2008234.125000 Penalty: 3203.583984
	Iteration 77Q: 3 clusters Score -2008234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2008236.500000 Penalty: 3203.583984
	Iteration 78Q: 3 clusters Score -2008236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2008235.500000 Penalty: 3203.583984
	Iteration 79Q: 3 clusters Score -2008236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2008239.000000 Penalty: 3203.583984
	Iteration 80F: 3 clusters Score -2008239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2008239.625000 Penalty: 3203.583984
	Iteration 81Q: 3 clusters Score -2008240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2008242.375000 Penalty: 3203.583984
	Iteration 82Q: 3 clusters Score -2008242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2008245.125000 Penalty: 3203.583984
	Iteration 83Q: 3 clusters Score -2008245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2008244.250000 Penalty: 3203.583984
	Iteration 84Q: 3 clusters Score -2008244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2008248.250000 Penalty: 3203.583984
	Iteration 85Q: 3 clusters Score -2008248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2008249.500000 Penalty: 3203.583984
	Iteration 86Q: 3 clusters Score -2008250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2008251.000000 Penalty: 3203.583984
	Iteration 87Q: 3 clusters Score -2008251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2008254.000000 Penalty: 3203.583984
	Iteration 88Q: 3 clusters Score -2008254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2008257.000000 Penalty: 3203.583984
	Iteration 89Q: 3 clusters Score -2008257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2008263.500000 Penalty: 3203.583984
	Iteration 90Q: 3 clusters Score -2008264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2008264.250000 Penalty: 3203.583984
	Iteration 91Q: 3 clusters Score -2008264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2008267.625000 Penalty: 3203.583984
	Iteration 92Q: 3 clusters Score -2008268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2008267.750000 Penalty: 3203.583984
	Iteration 93Q: 3 clusters Score -2008268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2008270.250000 Penalty: 3203.583984
	Iteration 94Q: 3 clusters Score -2008270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2008271.750000 Penalty: 3203.583984
	Iteration 95Q: 3 clusters Score -2008272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2008273.250000 Penalty: 3203.583984
	Iteration 96Q: 3 clusters Score -2008273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2008273.500000 Penalty: 3203.583984
	Iteration 97Q: 3 clusters Score -2008274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2008276.250000 Penalty: 3203.583984
	Iteration 98Q: 3 clusters Score -2008276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2008277.000000 Penalty: 3203.583984
	Iteration 99Q: 3 clusters Score -2008277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2008277.000000 Penalty: 3203.583984
	Iteration 100F: 3 clusters Score -2008277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2008277.250000 Penalty: 3203.583984
	Iteration 101Q: 3 clusters Score -2008277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2008275.750000 Penalty: 3203.583984
	Iteration 102Q: 3 clusters Score -2008276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2008279.125000 Penalty: 3203.583984
	Iteration 103Q: 3 clusters Score -2008279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2008280.875000 Penalty: 3203.583984
	Iteration 104Q: 3 clusters Score -2008281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2008282.875000 Penalty: 3203.583984
	Iteration 105Q: 3 clusters Score -2008283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2008288.000000 Penalty: 3203.583984
	Iteration 106Q: 3 clusters Score -2008288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2008292.375000 Penalty: 3203.583984
	Iteration 107Q: 3 clusters Score -2008292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2008294.750000 Penalty: 3203.583984
	Iteration 108Q: 3 clusters Score -2008295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2008293.375000 Penalty: 3203.583984
	Iteration 109Q: 3 clusters Score -2008293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2008295.000000 Penalty: 3203.583984
	Iteration 110Q: 3 clusters Score -2008295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2008294.875000 Penalty: 3203.583984
	Iteration 111Q: 3 clusters Score -2008295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2008294.875000 Penalty: 3203.583984
	Iteration 112F: 3 clusters Score -2008295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -292237.500000 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -292237.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -289314.062500 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -289314.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -290212.375000 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -290212.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -290491.125000 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -290491.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -290691.781250 Penalty: 2637.447021
	Iteration 3F: 3 clusters Score -290691.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -290879.687500 Penalty: 2637.447021
	Iteration 4F: 3 clusters Score -290879.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -291013.250000 Penalty: 2637.447021
	Iteration 5F: 3 clusters Score -291013.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -291125.312500 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -291125.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -291200.875000 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -291200.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -291275.093750 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -291275.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -291360.156250 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -291360.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -291474.343750 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -291474.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -291591.906250 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -291591.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -291695.812500 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -291695.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -291766.218750 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -291766.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -291812.750000 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -291812.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -291844.656250 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -291844.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -291876.500000 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -291876.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -291903.593750 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -291903.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -291923.093750 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -291923.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -291945.437500 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -291945.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -291985.125000 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -291985.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -292014.750000 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -292014.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -292036.250000 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -292036.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -292069.500000 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -292069.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -292103.687500 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -292103.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -292117.750000 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -292117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -292136.000000 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -292136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -292148.125000 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -292148.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -292155.312500 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -292155.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -292162.843750 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -292162.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -292169.906250 Penalty: 2637.447021
	Iteration 30Q: 3 clusters Score -292169.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -292178.937500 Penalty: 2637.447021
	Iteration 31Q: 3 clusters Score -292178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -292183.187500 Penalty: 2637.447021
	Iteration 32Q: 3 clusters Score -292183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -292186.000000 Penalty: 2637.447021
	Iteration 33Q: 3 clusters Score -292186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -292186.875000 Penalty: 2637.447021
	Iteration 34Q: 3 clusters Score -292186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -292188.000000 Penalty: 2637.447021
	Iteration 35Q: 3 clusters Score -292188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -292189.218750 Penalty: 2637.447021
	Iteration 36Q: 3 clusters Score -292189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -292191.187500 Penalty: 2637.447021
	Iteration 37Q: 3 clusters Score -292191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -292194.000000 Penalty: 2637.447021
	Iteration 38Q: 3 clusters Score -292194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -292194.562500 Penalty: 2637.447021
	Iteration 39Q: 3 clusters Score -292194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -292196.000000 Penalty: 2637.447021
	Iteration 40F: 3 clusters Score -292196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -292195.906250 Penalty: 2637.447021
	Iteration 41Q: 3 clusters Score -292195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -292196.937500 Penalty: 2637.447021
	Iteration 42Q: 3 clusters Score -292196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -292197.156250 Penalty: 2637.447021
	Iteration 43Q: 3 clusters Score -292197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -292196.968750 Penalty: 2637.447021
	Iteration 44Q: 3 clusters Score -292197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -292196.968750 Penalty: 2637.447021
	Iteration 45F: 3 clusters Score -292197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -549301.250000 Penalty: 1398.167114
	Iteration 0F: 2 clusters Score -549301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -544973.750000 Penalty: 2796.334229
	Iteration 0F: 3 clusters Score -544973.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -546250.000000 Penalty: 2796.334229
	Iteration 1F: 3 clusters Score -546250 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -546639.500000 Penalty: 2796.334229
	Iteration 2F: 3 clusters Score -546639.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -546988.375000 Penalty: 2796.334229
	Iteration 3F: 3 clusters Score -546988.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -547282.937500 Penalty: 2796.334229
	Iteration 4F: 3 clusters Score -547282.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -547491.687500 Penalty: 2796.334229
	Iteration 5Q: 3 clusters Score -547491.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -547686.125000 Penalty: 2796.334229
	Iteration 6Q: 3 clusters Score -547686.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -547849.375000 Penalty: 2796.334229
	Iteration 7Q: 3 clusters Score -547849.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -547952.500000 Penalty: 2796.334229
	Iteration 8Q: 3 clusters Score -547952.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -548032.000000 Penalty: 2796.334229
	Iteration 9Q: 3 clusters Score -548032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -548095.687500 Penalty: 2796.334229
	Iteration 10Q: 3 clusters Score -548095.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -548144.375000 Penalty: 2796.334229
	Iteration 11Q: 3 clusters Score -548144.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -548170.625000 Penalty: 2796.334229
	Iteration 12Q: 3 clusters Score -548170.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -548185.625000 Penalty: 2796.334229
	Iteration 13Q: 3 clusters Score -548185.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -548195.937500 Penalty: 2796.334229
	Iteration 14Q: 3 clusters Score -548195.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -548204.500000 Penalty: 2796.334229
	Iteration 15Q: 3 clusters Score -548204.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -548212.312500 Penalty: 2796.334229
	Iteration 16Q: 3 clusters Score -548212.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -548218.375000 Penalty: 2796.334229
	Iteration 17Q: 3 clusters Score -548218.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -548226.750000 Penalty: 2796.334229
	Iteration 18Q: 3 clusters Score -548226.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -548234.312500 Penalty: 2796.334229
	Iteration 19Q: 3 clusters Score -548234.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -548240.312500 Penalty: 2796.334229
	Iteration 20F: 3 clusters Score -548240.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -548245.562500 Penalty: 2796.334229
	Iteration 21Q: 3 clusters Score -548245.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -548252.312500 Penalty: 2796.334229
	Iteration 22Q: 3 clusters Score -548252.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -548255.687500 Penalty: 2796.334229
	Iteration 23Q: 3 clusters Score -548255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -548256.250000 Penalty: 2796.334229
	Iteration 24Q: 3 clusters Score -548256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -548256.062500 Penalty: 2796.334229
	Iteration 25Q: 3 clusters Score -548256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -548256.062500 Penalty: 2796.334229
	Iteration 26Q: 3 clusters Score -548256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -548258.187500 Penalty: 2796.334229
	Iteration 27Q: 3 clusters Score -548258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -548258.687500 Penalty: 2796.334229
	Iteration 28Q: 3 clusters Score -548258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -548259.375000 Penalty: 2796.334229
	Iteration 29Q: 3 clusters Score -548259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -548260.875000 Penalty: 2796.334229
	Iteration 30Q: 3 clusters Score -548260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -548262.125000 Penalty: 2796.334229
	Iteration 31Q: 3 clusters Score -548262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -548262.375000 Penalty: 2796.334229
	Iteration 32Q: 3 clusters Score -548262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -548262.375000 Penalty: 2796.334229
	Iteration 33F: 3 clusters Score -548262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -516606.718750 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -516606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -512476.250000 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -512476.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -513759.031250 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -513759 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -514176.156250 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -514176.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -514655.968750 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -514656 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -515151.281250 Penalty: 2782.455566
	Iteration 4F: 3 clusters Score -515151.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -515481.187500 Penalty: 2782.455566
	Iteration 5F: 3 clusters Score -515481.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -515670.812500 Penalty: 2782.455566
	Iteration 6F: 3 clusters Score -515670.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -515790.750000 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -515790.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -515852.312500 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -515852.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -515893.968750 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -515894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -515916.375000 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -515916.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -515932.656250 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -515932.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -515950.281250 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -515950.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -515965.906250 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -515965.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -515974.593750 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -515974.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -515982.531250 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -515982.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -515988.156250 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -515988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515991.312500 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -515991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -515994.062500 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -515994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -515995.187500 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -515995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -515997.187500 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -515997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -515998.187500 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -515998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -515998.781250 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -515998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -515999.562500 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -515999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -515999.562500 Penalty: 2782.455566
	Iteration 24F: 3 clusters Score -515999.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (28566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Entering Unmasked Estep 
Score: -2916004.500000 Penalty: 1667.245483
	Iteration 0F: 2 clusters Score -2916004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2896938.500000 Penalty: 3334.490967
	Iteration 0F: 3 clusters Score -2896938 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2904031.000000 Penalty: 3334.490967
	Iteration 1F: 3 clusters Score -2904031 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2904578.000000 Penalty: 3334.490967
	Iteration 2F: 3 clusters Score -2904578 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2905187.250000 Penalty: 3334.490967
	Iteration 3Q: 3 clusters Score -2905187 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2905943.000000 Penalty: 3334.490967
	Iteration 4F: 3 clusters Score -2905943 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2906838.000000 Penalty: 3334.490967
	Iteration 5F: 3 clusters Score -2906838 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2907821.750000 Penalty: 3334.490967
	Iteration 6F: 3 clusters Score -2907822 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2908800.750000 Penalty: 3334.490967
	Iteration 7F: 3 clusters Score -2908801 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2909665.000000 Penalty: 3334.490967
	Iteration 8F: 3 clusters Score -2909665 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2910373.750000 Penalty: 3334.490967
	Iteration 9Q: 3 clusters Score -2910374 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2910905.750000 Penalty: 3334.490967
	Iteration 10Q: 3 clusters Score -2910906 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2911302.000000 Penalty: 3334.490967
	Iteration 11Q: 3 clusters Score -2911302 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2911629.250000 Penalty: 3334.490967
	Iteration 12Q: 3 clusters Score -2911629 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2911908.750000 Penalty: 3334.490967
	Iteration 13Q: 3 clusters Score -2911909 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2912144.250000 Penalty: 3334.490967
	Iteration 14Q: 3 clusters Score -2912144 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2912374.500000 Penalty: 3334.490967
	Iteration 15Q: 3 clusters Score -2912374 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2912574.000000 Penalty: 3334.490967
	Iteration 16Q: 3 clusters Score -2912574 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2912734.750000 Penalty: 3334.490967
	Iteration 17Q: 3 clusters Score -2912735 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2912893.500000 Penalty: 3334.490967
	Iteration 18Q: 3 clusters Score -2912894 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2913060.250000 Penalty: 3334.490967
	Iteration 19Q: 3 clusters Score -2913060 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2913221.000000 Penalty: 3334.490967
	Iteration 20F: 3 clusters Score -2913221 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2913380.250000 Penalty: 3334.490967
	Iteration 21Q: 3 clusters Score -2913380 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2913539.000000 Penalty: 3334.490967
	Iteration 22Q: 3 clusters Score -2913539 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2913689.500000 Penalty: 3334.490967
	Iteration 23Q: 3 clusters Score -2913690 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2913851.500000 Penalty: 3334.490967
	Iteration 24Q: 3 clusters Score -2913852 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2914030.750000 Penalty: 3334.490967
	Iteration 25Q: 3 clusters Score -2914031 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2914198.000000 Penalty: 3334.490967
	Iteration 26Q: 3 clusters Score -2914198 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2914350.000000 Penalty: 3334.490967
	Iteration 27Q: 3 clusters Score -2914350 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2914499.750000 Penalty: 3334.490967
	Iteration 28Q: 3 clusters Score -2914500 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2914649.000000 Penalty: 3334.490967
	Iteration 29Q: 3 clusters Score -2914649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2914781.000000 Penalty: 3334.490967
	Iteration 30Q: 3 clusters Score -2914781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2914922.750000 Penalty: 3334.490967
	Iteration 31Q: 3 clusters Score -2914923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2915010.000000 Penalty: 3334.490967
	Iteration 32Q: 3 clusters Score -2915010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2915055.500000 Penalty: 3334.490967
	Iteration 33Q: 3 clusters Score -2915056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2915091.750000 Penalty: 3334.490967
	Iteration 34Q: 3 clusters Score -2915092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2915106.500000 Penalty: 3334.490967
	Iteration 35Q: 3 clusters Score -2915106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2915118.000000 Penalty: 3334.490967
	Iteration 36Q: 3 clusters Score -2915118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2915124.000000 Penalty: 3334.490967
	Iteration 37Q: 3 clusters Score -2915124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2915132.500000 Penalty: 3334.490967
	Iteration 38Q: 3 clusters Score -2915132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2915132.000000 Penalty: 3334.490967
	Iteration 39Q: 3 clusters Score -2915132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2915137.000000 Penalty: 3334.490967
	Iteration 40F: 3 clusters Score -2915137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2915139.000000 Penalty: 3334.490967
	Iteration 41Q: 3 clusters Score -2915139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2915141.500000 Penalty: 3334.490967
	Iteration 42Q: 3 clusters Score -2915142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2915141.000000 Penalty: 3334.490967
	Iteration 43Q: 3 clusters Score -2915141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2915145.500000 Penalty: 3334.490967
	Iteration 44Q: 3 clusters Score -2915146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2915144.500000 Penalty: 3334.490967
	Iteration 45Q: 3 clusters Score -2915144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2915148.000000 Penalty: 3334.490967
	Iteration 46Q: 3 clusters Score -2915148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2915146.500000 Penalty: 3334.490967
	Iteration 47Q: 3 clusters Score -2915146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2915147.500000 Penalty: 3334.490967
	Iteration 48Q: 3 clusters Score -2915148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2915144.750000 Penalty: 3334.490967
	Iteration 49Q: 3 clusters Score -2915145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2915145.750000 Penalty: 3334.490967
	Iteration 50Q: 3 clusters Score -2915146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2915143.750000 Penalty: 3334.490967
	Iteration 51Q: 3 clusters Score -2915144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2915143.750000 Penalty: 3334.490967
	Iteration 52Q: 3 clusters Score -2915144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2915148.000000 Penalty: 3334.490967
	Iteration 53Q: 3 clusters Score -2915148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2915150.000000 Penalty: 3334.490967
	Iteration 54Q: 3 clusters Score -2915150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2915150.000000 Penalty: 3334.490967
	Iteration 55F: 3 clusters Score -2915150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -317257.156250 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -317257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -314308.406250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -314308.4 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -315168.656250 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -315168.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -315411.750000 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -315411.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -315599.468750 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -315599.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315824.843750 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -315824.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -316080.343750 Penalty: 2634.617432
	Iteration 5F: 3 clusters Score -316080.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -316315.031250 Penalty: 2634.617432
	Iteration 6F: 3 clusters Score -316315 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -316482.906250 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -316482.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -316623.937500 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -316623.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -316778.812500 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -316778.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -316946.437500 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -316946.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -317072.718750 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -317072.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -317172.343750 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -317172.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -317267.312500 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -317267.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -317369.843750 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -317369.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -317444.531250 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -317444.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317495.156250 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -317495.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317521.437500 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -317521.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -317533.593750 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -317533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -317542.156250 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -317542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -317551.437500 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -317551.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -317561.156250 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -317561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -317562.875000 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -317562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317563.281250 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -317563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317564.187500 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -317564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317564.187500 Penalty: 2634.617432
	Iteration 25F: 3 clusters Score -317564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 2062 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Mstep: Class 50 contains 1254 members 
Entering Unmasked Estep 
Score: -154064112.000000 Penalty: 115734.070312
Splitting cluster 46 changes total score from -154064880.000000 to -154064112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -181166.796875 Penalty: 1234.413696
	Iteration 0F: 2 clusters Score -181166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179107.312500 Penalty: 2468.827393
	Iteration 0F: 3 clusters Score -179107.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -179637.859375 Penalty: 2468.827393
	Iteration 1F: 3 clusters Score -179637.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -179818.671875 Penalty: 2468.827393
	Iteration 2F: 3 clusters Score -179818.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179933.640625 Penalty: 2468.827393
	Iteration 3F: 3 clusters Score -179933.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180048.781250 Penalty: 2468.827393
	Iteration 4F: 3 clusters Score -180048.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -180102.765625 Penalty: 2468.827393
	Iteration 5Q: 3 clusters Score -180102.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -180147.921875 Penalty: 2468.827393
	Iteration 6Q: 3 clusters Score -180147.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180181.468750 Penalty: 2468.827393
	Iteration 7Q: 3 clusters Score -180181.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180202.718750 Penalty: 2468.827393
	Iteration 8Q: 3 clusters Score -180202.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180218.656250 Penalty: 2468.827393
	Iteration 9Q: 3 clusters Score -180218.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -180226.343750 Penalty: 2468.827393
	Iteration 10Q: 3 clusters Score -180226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -180230.390625 Penalty: 2468.827393
	Iteration 11Q: 3 clusters Score -180230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -180231.843750 Penalty: 2468.827393
	Iteration 12Q: 3 clusters Score -180231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -180232.515625 Penalty: 2468.827393
	Iteration 13Q: 3 clusters Score -180232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180233.078125 Penalty: 2468.827393
	Iteration 14Q: 3 clusters Score -180233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -180233.343750 Penalty: 2468.827393
	Iteration 15Q: 3 clusters Score -180233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -180233.343750 Penalty: 2468.827393
	Iteration 16F: 3 clusters Score -180233.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -797938.312500 Penalty: 1455.553589
	Iteration 0F: 2 clusters Score -797938.3 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 3851 members 
Entering Unmasked Estep 
Score: -792250.500000 Penalty: 2911.107178
	Iteration 0F: 3 clusters Score -792250.5 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -794065.687500 Penalty: 2911.107178
	Iteration 1F: 3 clusters Score -794065.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -794416.125000 Penalty: 2911.107178
	Iteration 2F: 3 clusters Score -794416.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -794688.125000 Penalty: 2911.107178
	Iteration 3F: 3 clusters Score -794688.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -794995.500000 Penalty: 2911.107178
	Iteration 4F: 3 clusters Score -794995.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -795275.937500 Penalty: 2911.107178
	Iteration 5F: 3 clusters Score -795275.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -795498.937500 Penalty: 2911.107178
	Iteration 6F: 3 clusters Score -795498.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -795667.937500 Penalty: 2911.107178
	Iteration 7Q: 3 clusters Score -795667.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -795787.562500 Penalty: 2911.107178
	Iteration 8Q: 3 clusters Score -795787.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -795882.062500 Penalty: 2911.107178
	Iteration 9Q: 3 clusters Score -795882.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -795951.062500 Penalty: 2911.107178
	Iteration 10Q: 3 clusters Score -795951.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -796018.937500 Penalty: 2911.107178
	Iteration 11Q: 3 clusters Score -796018.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -796071.000000 Penalty: 2911.107178
	Iteration 12Q: 3 clusters Score -796071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -796121.062500 Penalty: 2911.107178
	Iteration 13Q: 3 clusters Score -796121.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -796170.500000 Penalty: 2911.107178
	Iteration 14Q: 3 clusters Score -796170.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -796226.625000 Penalty: 2911.107178
	Iteration 15Q: 3 clusters Score -796226.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -796283.875000 Penalty: 2911.107178
	Iteration 16Q: 3 clusters Score -796283.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -796370.562500 Penalty: 2911.107178
	Iteration 17Q: 3 clusters Score -796370.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -796464.937500 Penalty: 2911.107178
	Iteration 18Q: 3 clusters Score -796464.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -796561.750000 Penalty: 2911.107178
	Iteration 19Q: 3 clusters Score -796561.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -796649.312500 Penalty: 2911.107178
	Iteration 20F: 3 clusters Score -796649.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -796734.000000 Penalty: 2911.107178
	Iteration 21Q: 3 clusters Score -796734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -796808.937500 Penalty: 2911.107178
	Iteration 22Q: 3 clusters Score -796808.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -796892.875000 Penalty: 2911.107178
	Iteration 23Q: 3 clusters Score -796892.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -796982.625000 Penalty: 2911.107178
	Iteration 24Q: 3 clusters Score -796982.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -797053.500000 Penalty: 2911.107178
	Iteration 25Q: 3 clusters Score -797053.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -797095.187500 Penalty: 2911.107178
	Iteration 26Q: 3 clusters Score -797095.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -797118.500000 Penalty: 2911.107178
	Iteration 27Q: 3 clusters Score -797118.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -797134.812500 Penalty: 2911.107178
	Iteration 28Q: 3 clusters Score -797134.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -797151.125000 Penalty: 2911.107178
	Iteration 29Q: 3 clusters Score -797151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -797158.937500 Penalty: 2911.107178
	Iteration 30Q: 3 clusters Score -797158.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -797165.125000 Penalty: 2911.107178
	Iteration 31Q: 3 clusters Score -797165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -797168.750000 Penalty: 2911.107178
	Iteration 32Q: 3 clusters Score -797168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -797169.000000 Penalty: 2911.107178
	Iteration 33Q: 3 clusters Score -797169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -797169.187500 Penalty: 2911.107178
	Iteration 34Q: 3 clusters Score -797169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -797171.687500 Penalty: 2911.107178
	Iteration 35Q: 3 clusters Score -797171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -797172.437500 Penalty: 2911.107178
	Iteration 36Q: 3 clusters Score -797172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -797172.750000 Penalty: 2911.107178
	Iteration 37Q: 3 clusters Score -797172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -797172.875000 Penalty: 2911.107178
	Iteration 38Q: 3 clusters Score -797172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -797172.875000 Penalty: 2911.107178
	Iteration 39F: 3 clusters Score -797172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -279627.656250 Penalty: 1292.984375
	Iteration 0F: 2 clusters Score -279627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -276978.218750 Penalty: 2585.968750
	Iteration 0F: 3 clusters Score -276978.2 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277701.718750 Penalty: 2585.968750
	Iteration 1F: 3 clusters Score -277701.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -277918.156250 Penalty: 2585.968750
	Iteration 2F: 3 clusters Score -277918.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -278113.750000 Penalty: 2585.968750
	Iteration 3F: 3 clusters Score -278113.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -278276.281250 Penalty: 2585.968750
	Iteration 4F: 3 clusters Score -278276.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -278410.625000 Penalty: 2585.968750
	Iteration 5F: 3 clusters Score -278410.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -278518.375000 Penalty: 2585.968750
	Iteration 6Q: 3 clusters Score -278518.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -278579.656250 Penalty: 2585.968750
	Iteration 7Q: 3 clusters Score -278579.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -278622.031250 Penalty: 2585.968750
	Iteration 8Q: 3 clusters Score -278622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -278651.718750 Penalty: 2585.968750
	Iteration 9Q: 3 clusters Score -278651.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -278679.187500 Penalty: 2585.968750
	Iteration 10Q: 3 clusters Score -278679.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -278700.906250 Penalty: 2585.968750
	Iteration 11Q: 3 clusters Score -278700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -278716.437500 Penalty: 2585.968750
	Iteration 12Q: 3 clusters Score -278716.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -278729.437500 Penalty: 2585.968750
	Iteration 13Q: 3 clusters Score -278729.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -278734.750000 Penalty: 2585.968750
	Iteration 14Q: 3 clusters Score -278734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -278737.750000 Penalty: 2585.968750
	Iteration 15Q: 3 clusters Score -278737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -278740.343750 Penalty: 2585.968750
	Iteration 16Q: 3 clusters Score -278740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -278740.750000 Penalty: 2585.968750
	Iteration 17Q: 3 clusters Score -278740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -278741.281250 Penalty: 2585.968750
	Iteration 18Q: 3 clusters Score -278741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -278741.906250 Penalty: 2585.968750
	Iteration 19Q: 3 clusters Score -278741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -278741.906250 Penalty: 2585.968750
	Iteration 20F: 3 clusters Score -278741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125826 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99087 members 
Mstep: Class 22 contains 101988 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37825 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187402 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8735 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5454 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 239Q: 50 clusters Score -1.54065e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5569 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81152 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38472 members 
Mstep: Class 17 contains 125823 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168873 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99086 members 
Mstep: Class 22 contains 101987 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 37826 members 
Mstep: Class 25 contains 155093 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 187405 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31417 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4329 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8737 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3345 members 
Mstep: Class 43 contains 5453 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28569 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064880.000000 Penalty: 113419.390625
Iteration 240F: 50 clusters Score -1.540649e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5567 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27447 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125821 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168871 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99086 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37827 members 
Mstep: Class 25 contains 155093 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187404 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 31419 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8737 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5451 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28570 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 241Q: 50 clusters Score -1.540648e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70143 members 
Mstep: Class 11 contains 27449 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31167 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125823 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168868 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99084 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37827 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 187405 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 31421 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10925 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8740 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5447 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28570 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064896.000000 Penalty: 113419.390625
Iteration 242Q: 50 clusters Score -1.540649e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81153 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38473 members 
Mstep: Class 17 contains 125827 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168863 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99083 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37827 members 
Mstep: Class 25 contains 155096 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 187405 members 
Mstep: Class 29 contains 10161 members 
Mstep: Class 30 contains 31423 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8741 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5445 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28570 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 243Q: 50 clusters Score -1.540648e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81153 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70143 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38474 members 
Mstep: Class 17 contains 125828 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168858 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99082 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37827 members 
Mstep: Class 25 contains 155099 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187407 members 
Mstep: Class 29 contains 10161 members 
Mstep: Class 30 contains 31426 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8742 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5442 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28569 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064896.000000 Penalty: 113419.390625
Iteration 244Q: 50 clusters Score -1.540649e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38474 members 
Mstep: Class 17 contains 125831 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168852 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99081 members 
Mstep: Class 22 contains 101982 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155101 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187409 members 
Mstep: Class 29 contains 10159 members 
Mstep: Class 30 contains 31428 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8745 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5438 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28567 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064832.000000 Penalty: 113419.390625
Iteration 245Q: 50 clusters Score -1.540648e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5557 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 81155 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38475 members 
Mstep: Class 17 contains 125829 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168851 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99080 members 
Mstep: Class 22 contains 101982 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155098 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187410 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31430 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10930 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8746 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5437 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 246Q: 50 clusters Score -1.540648e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 81156 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38476 members 
Mstep: Class 17 contains 125829 members 
Mstep: Class 18 contains 66608 members 
Mstep: Class 19 contains 168850 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99080 members 
Mstep: Class 22 contains 101982 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155097 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187410 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31430 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4330 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8747 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5435 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064768.000000 Penalty: 113419.390625
Iteration 247Q: 50 clusters Score -1.540648e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14248 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70144 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38477 members 
Mstep: Class 17 contains 125825 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 168850 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99080 members 
Mstep: Class 22 contains 101982 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155095 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187411 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31428 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8749 members 
Mstep: Class 41 contains 19095 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 5433 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064800.000000 Penalty: 113419.390625
Iteration 248Q: 50 clusters Score -1.540648e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70145 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38477 members 
Mstep: Class 17 contains 125823 members 
Mstep: Class 18 contains 66610 members 
Mstep: Class 19 contains 168850 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99079 members 
Mstep: Class 22 contains 101983 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155094 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187411 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31425 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10942 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8751 members 
Mstep: Class 41 contains 19096 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5433 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064752.000000 Penalty: 113419.390625
Iteration 249Q: 50 clusters Score -1.540648e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5549 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81156 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38475 members 
Mstep: Class 17 contains 125822 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168851 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14855 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187409 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31427 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3755 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 19097 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5432 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28564 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 250Q: 50 clusters Score -1.540648e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5549 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 81156 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70149 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38475 members 
Mstep: Class 17 contains 125820 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168849 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187410 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31427 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 19097 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5433 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28564 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064912.000000 Penalty: 113419.390625
Iteration 251Q: 50 clusters Score -1.540649e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38476 members 
Mstep: Class 17 contains 125819 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168849 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101984 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14853 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187408 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31427 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3753 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8753 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5434 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064880.000000 Penalty: 113419.390625
Iteration 252Q: 50 clusters Score -1.540649e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38476 members 
Mstep: Class 17 contains 125814 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168848 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155090 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187409 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31427 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10954 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3752 members 
Mstep: Class 38 contains 15076 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8755 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5433 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28564 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 253Q: 50 clusters Score -1.540648e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38476 members 
Mstep: Class 17 contains 125813 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168848 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101987 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155089 members 
Mstep: Class 26 contains 14849 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 187410 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31427 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10953 members 
Mstep: Class 33 contains 16581 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3751 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8760 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5431 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 254Q: 50 clusters Score -1.540648e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5546 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38477 members 
Mstep: Class 17 contains 125810 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168847 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101987 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155089 members 
Mstep: Class 26 contains 14847 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 187411 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31428 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10953 members 
Mstep: Class 33 contains 16580 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8763 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5426 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28567 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064784.000000 Penalty: 113419.390625
Iteration 255Q: 50 clusters Score -1.540648e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5546 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38479 members 
Mstep: Class 17 contains 125809 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168846 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101987 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155089 members 
Mstep: Class 26 contains 14846 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 187412 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31429 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10954 members 
Mstep: Class 33 contains 16578 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3756 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8768 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5419 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28567 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064848.000000 Penalty: 113419.390625
Iteration 256Q: 50 clusters Score -1.540648e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38482 members 
Mstep: Class 17 contains 125807 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168845 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101987 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155089 members 
Mstep: Class 26 contains 14845 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 187412 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31429 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16576 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3758 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 8776 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5407 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28567 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064736.000000 Penalty: 113419.390625
Iteration 257Q: 50 clusters Score -1.540647e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14250 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38487 members 
Mstep: Class 17 contains 125805 members 
Mstep: Class 18 contains 66617 members 
Mstep: Class 19 contains 168844 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101986 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6724 members 
Mstep: Class 28 contains 187414 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31429 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16574 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10572 members 
Mstep: Class 40 contains 8786 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5393 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28567 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064736.000000 Penalty: 113419.390625
Iteration 258Q: 50 clusters Score -1.540647e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14254 members 
Mstep: Class 8 contains 81156 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38491 members 
Mstep: Class 17 contains 125802 members 
Mstep: Class 18 contains 66617 members 
Mstep: Class 19 contains 168843 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 99078 members 
Mstep: Class 22 contains 101986 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155094 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187413 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31428 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16574 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8795 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5382 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064688.000000 Penalty: 113419.390625
Iteration 259Q: 50 clusters Score -1.540647e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38490 members 
Mstep: Class 17 contains 125802 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168840 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101986 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155097 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187413 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31429 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16573 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8802 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5372 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3316 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064656.000000 Penalty: 113419.390625
Iteration 260F: 50 clusters Score -1.540647e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 81158 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38490 members 
Mstep: Class 17 contains 125801 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168839 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155098 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187416 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31430 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16573 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8808 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5363 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28566 members 
Mstep: Class 46 contains 3317 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064704.000000 Penalty: 113419.390625
Iteration 261Q: 50 clusters Score -1.540647e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81158 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 70141 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38493 members 
Mstep: Class 17 contains 125798 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168838 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155099 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 187415 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31432 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16572 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8813 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5357 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28565 members 
Mstep: Class 46 contains 3317 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064736.000000 Penalty: 113419.390625
Iteration 262Q: 50 clusters Score -1.540647e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11827 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 70140 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38494 members 
Mstep: Class 17 contains 125799 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168837 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101985 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155101 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 187416 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31432 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 16571 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8816 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5356 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28563 members 
Mstep: Class 46 contains 3317 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064672.000000 Penalty: 113419.390625
Iteration 263Q: 50 clusters Score -1.540647e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11828 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81154 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 70142 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38496 members 
Mstep: Class 17 contains 125798 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168832 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101983 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155101 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6723 members 
Mstep: Class 28 contains 187418 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31436 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10956 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4331 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8822 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5354 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28560 members 
Mstep: Class 46 contains 3317 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064720.000000 Penalty: 113419.390625
Iteration 264Q: 50 clusters Score -1.540647e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11827 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81155 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 70139 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31166 members 
Mstep: Class 16 contains 38495 members 
Mstep: Class 17 contains 125797 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168831 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101980 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155103 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187420 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31436 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10958 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8828 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5349 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28554 members 
Mstep: Class 46 contains 3318 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064704.000000 Penalty: 113419.390625
Iteration 265Q: 50 clusters Score -1.540647e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81155 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 70139 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38497 members 
Mstep: Class 17 contains 125796 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168830 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101976 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155104 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187424 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31441 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10960 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3765 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8829 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5342 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28552 members 
Mstep: Class 46 contains 3318 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064816.000000 Penalty: 113419.390625
Iteration 266Q: 50 clusters Score -1.540648e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 8076 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81156 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 70139 members 
Mstep: Class 11 contains 27452 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38498 members 
Mstep: Class 17 contains 125793 members 
Mstep: Class 18 contains 66611 members 
Mstep: Class 19 contains 168830 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155100 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187430 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31444 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3765 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8831 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5338 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28552 members 
Mstep: Class 46 contains 3319 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064784.000000 Penalty: 113419.390625
Iteration 267Q: 50 clusters Score -1.540648e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81158 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 70139 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9027 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38499 members 
Mstep: Class 17 contains 125790 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168831 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155099 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187430 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 31445 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8836 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5333 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28551 members 
Mstep: Class 46 contains 3319 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064784.000000 Penalty: 113419.390625
Iteration 268Q: 50 clusters Score -1.540648e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81157 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 70143 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38500 members 
Mstep: Class 17 contains 125787 members 
Mstep: Class 18 contains 66612 members 
Mstep: Class 19 contains 168830 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99077 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155098 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187435 members 
Mstep: Class 29 contains 10157 members 
Mstep: Class 30 contains 31451 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10571 members 
Mstep: Class 40 contains 8837 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5327 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28549 members 
Mstep: Class 46 contains 3319 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064864.000000 Penalty: 113419.390625
Iteration 269Q: 50 clusters Score -1.540649e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 8073 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81160 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 70147 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38502 members 
Mstep: Class 17 contains 125784 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168831 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99076 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155093 members 
Mstep: Class 26 contains 14844 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187442 members 
Mstep: Class 29 contains 10156 members 
Mstep: Class 30 contains 31451 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 8844 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5318 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28547 members 
Mstep: Class 46 contains 3319 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064832.000000 Penalty: 113419.390625
Iteration 270Q: 50 clusters Score -1.540648e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 8072 members 
Mstep: Class 7 contains 14268 members 
Mstep: Class 8 contains 81161 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38504 members 
Mstep: Class 17 contains 125779 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168830 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 99076 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155096 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187441 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 31453 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 8849 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5310 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28544 members 
Mstep: Class 46 contains 3319 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064864.000000 Penalty: 113419.390625
Iteration 271Q: 50 clusters Score -1.540649e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 8070 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38504 members 
Mstep: Class 17 contains 125776 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168825 members 
Mstep: Class 20 contains 1599 members 
Mstep: Class 21 contains 99076 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155099 members 
Mstep: Class 26 contains 14841 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187446 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31455 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3205 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3765 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 8858 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5299 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28542 members 
Mstep: Class 46 contains 3319 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 113419.390625
Iteration 272Q: 50 clusters Score -1.54065e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 8069 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 81164 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31165 members 
Mstep: Class 16 contains 38505 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168823 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 99076 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155098 members 
Mstep: Class 26 contains 14839 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 187447 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31459 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 8867 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5286 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28541 members 
Mstep: Class 46 contains 3320 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 273Q: 50 clusters Score -1.54065e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 81165 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125769 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1602 members 
Mstep: Class 21 contains 99076 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155098 members 
Mstep: Class 26 contains 14838 members 
Mstep: Class 27 contains 6727 members 
Mstep: Class 28 contains 187448 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31463 members 
Mstep: Class 31 contains 7433 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10569 members 
Mstep: Class 40 contains 8870 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5276 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28536 members 
Mstep: Class 46 contains 3323 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 113419.390625
Iteration 274Q: 50 clusters Score -1.540651e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5546 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 81165 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 70149 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125770 members 
Mstep: Class 18 contains 66616 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 99076 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155099 members 
Mstep: Class 26 contains 14839 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 187448 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31462 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10569 members 
Mstep: Class 40 contains 8877 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5262 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28535 members 
Mstep: Class 46 contains 3326 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 113419.390625
Iteration 275Q: 50 clusters Score -1.54065e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 8066 members 
Mstep: Class 7 contains 14294 members 
Mstep: Class 8 contains 81165 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 70152 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125770 members 
Mstep: Class 18 contains 66618 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99075 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155100 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 187448 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31463 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10569 members 
Mstep: Class 40 contains 8880 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5251 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28532 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 276Q: 50 clusters Score -1.54065e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 70147 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125772 members 
Mstep: Class 18 contains 66618 members 
Mstep: Class 19 contains 168818 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99075 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155096 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31467 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10569 members 
Mstep: Class 40 contains 8893 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5244 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28530 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 277Q: 50 clusters Score -1.54065e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11828 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 81162 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125771 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168821 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99075 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155092 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31466 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8906 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5236 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28529 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 278Q: 50 clusters Score -1.54065e+08 nChanged 44
Entering ConstructFrom: 
Score: -154065008.000000 Penalty: 113419.390625
Entering ConstructFrom: 
Trying to split cluster 1 (31400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Entering Unmasked Estep 
Score: -3242585.000000 Penalty: 1682.616455
	Iteration 0F: 2 clusters Score -3242585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3221270.000000 Penalty: 3365.232910
	Iteration 0F: 3 clusters Score -3221270 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3229271.000000 Penalty: 3365.232910
	Iteration 1F: 3 clusters Score -3229271 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3229655.500000 Penalty: 3365.232910
	Iteration 2Q: 3 clusters Score -3229656 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3230067.750000 Penalty: 3365.232910
	Iteration 3Q: 3 clusters Score -3230068 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3230503.000000 Penalty: 3365.232910
	Iteration 4Q: 3 clusters Score -3230503 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3231008.250000 Penalty: 3365.232910
	Iteration 5Q: 3 clusters Score -3231008 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3231656.250000 Penalty: 3365.232910
	Iteration 6Q: 3 clusters Score -3231656 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3232450.000000 Penalty: 3365.232910
	Iteration 7F: 3 clusters Score -3232450 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3233328.000000 Penalty: 3365.232910
	Iteration 8F: 3 clusters Score -3233328 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3234359.500000 Penalty: 3365.232910
	Iteration 9F: 3 clusters Score -3234360 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3235413.000000 Penalty: 3365.232910
	Iteration 10F: 3 clusters Score -3235413 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3236384.500000 Penalty: 3365.232910
	Iteration 11F: 3 clusters Score -3236384 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3237247.750000 Penalty: 3365.232910
	Iteration 12Q: 3 clusters Score -3237248 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3237987.250000 Penalty: 3365.232910
	Iteration 13Q: 3 clusters Score -3237987 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3238605.750000 Penalty: 3365.232910
	Iteration 14Q: 3 clusters Score -3238606 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3239133.500000 Penalty: 3365.232910
	Iteration 15Q: 3 clusters Score -3239134 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3239593.500000 Penalty: 3365.232910
	Iteration 16Q: 3 clusters Score -3239594 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3239980.500000 Penalty: 3365.232910
	Iteration 17Q: 3 clusters Score -3239980 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3240347.500000 Penalty: 3365.232910
	Iteration 18Q: 3 clusters Score -3240348 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3240645.250000 Penalty: 3365.232910
	Iteration 19Q: 3 clusters Score -3240645 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3240835.250000 Penalty: 3365.232910
	Iteration 20F: 3 clusters Score -3240835 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -3240988.000000 Penalty: 3365.232910
	Iteration 21Q: 3 clusters Score -3240988 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3241076.500000 Penalty: 3365.232910
	Iteration 22Q: 3 clusters Score -3241076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3241138.500000 Penalty: 3365.232910
	Iteration 23Q: 3 clusters Score -3241138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3241177.250000 Penalty: 3365.232910
	Iteration 24Q: 3 clusters Score -3241177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3241212.000000 Penalty: 3365.232910
	Iteration 25Q: 3 clusters Score -3241212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3241235.500000 Penalty: 3365.232910
	Iteration 26Q: 3 clusters Score -3241236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3241257.500000 Penalty: 3365.232910
	Iteration 27Q: 3 clusters Score -3241258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3241273.250000 Penalty: 3365.232910
	Iteration 28Q: 3 clusters Score -3241273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3241289.500000 Penalty: 3365.232910
	Iteration 29Q: 3 clusters Score -3241290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3241293.500000 Penalty: 3365.232910
	Iteration 30Q: 3 clusters Score -3241294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3241305.000000 Penalty: 3365.232910
	Iteration 31Q: 3 clusters Score -3241305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3241310.250000 Penalty: 3365.232910
	Iteration 32Q: 3 clusters Score -3241310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3241323.750000 Penalty: 3365.232910
	Iteration 33Q: 3 clusters Score -3241324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -3241324.000000 Penalty: 3365.232910
	Iteration 34Q: 3 clusters Score -3241324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3241321.500000 Penalty: 3365.232910
	Iteration 35Q: 3 clusters Score -3241322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3241321.000000 Penalty: 3365.232910
	Iteration 36Q: 3 clusters Score -3241321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3241319.000000 Penalty: 3365.232910
	Iteration 37Q: 3 clusters Score -3241319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3241324.000000 Penalty: 3365.232910
	Iteration 38Q: 3 clusters Score -3241324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -3241324.500000 Penalty: 3365.232910
	Iteration 39Q: 3 clusters Score -3241324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3241326.250000 Penalty: 3365.232910
	Iteration 40F: 3 clusters Score -3241326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3241326.750000 Penalty: 3365.232910
	Iteration 41Q: 3 clusters Score -3241327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -3241331.250000 Penalty: 3365.232910
	Iteration 42Q: 3 clusters Score -3241331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3241331.250000 Penalty: 3365.232910
	Iteration 43Q: 3 clusters Score -3241331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3241333.250000 Penalty: 3365.232910
	Iteration 44Q: 3 clusters Score -3241333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3241335.000000 Penalty: 3365.232910
	Iteration 45Q: 3 clusters Score -3241335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3241336.500000 Penalty: 3365.232910
	Iteration 46Q: 3 clusters Score -3241336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3241337.500000 Penalty: 3365.232910
	Iteration 47Q: 3 clusters Score -3241338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3241340.000000 Penalty: 3365.232910
	Iteration 48Q: 3 clusters Score -3241340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3241342.500000 Penalty: 3365.232910
	Iteration 49Q: 3 clusters Score -3241342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3241342.000000 Penalty: 3365.232910
	Iteration 50Q: 3 clusters Score -3241342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3241343.500000 Penalty: 3365.232910
	Iteration 51Q: 3 clusters Score -3241344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3241343.500000 Penalty: 3365.232910
	Iteration 52F: 3 clusters Score -3241344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -771915.562500 Penalty: 1444.400513
	Iteration 0F: 2 clusters Score -771915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -766454.187500 Penalty: 2888.801025
	Iteration 0F: 3 clusters Score -766454.2 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -768235.375000 Penalty: 2888.801025
	Iteration 1F: 3 clusters Score -768235.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -768563.500000 Penalty: 2888.801025
	Iteration 2F: 3 clusters Score -768563.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -768902.562500 Penalty: 2888.801025
	Iteration 3F: 3 clusters Score -768902.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -769263.937500 Penalty: 2888.801025
	Iteration 4F: 3 clusters Score -769263.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -769671.062500 Penalty: 2888.801025
	Iteration 5F: 3 clusters Score -769671.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -770122.125000 Penalty: 2888.801025
	Iteration 6F: 3 clusters Score -770122.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -770488.250000 Penalty: 2888.801025
	Iteration 7F: 3 clusters Score -770488.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -770710.000000 Penalty: 2888.801025
	Iteration 8F: 3 clusters Score -770710 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -770860.375000 Penalty: 2888.801025
	Iteration 9Q: 3 clusters Score -770860.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -770944.937500 Penalty: 2888.801025
	Iteration 10Q: 3 clusters Score -770944.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -770992.750000 Penalty: 2888.801025
	Iteration 11Q: 3 clusters Score -770992.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -771021.125000 Penalty: 2888.801025
	Iteration 12Q: 3 clusters Score -771021.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -771037.312500 Penalty: 2888.801025
	Iteration 13Q: 3 clusters Score -771037.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -771046.937500 Penalty: 2888.801025
	Iteration 14Q: 3 clusters Score -771046.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -771059.125000 Penalty: 2888.801025
	Iteration 15Q: 3 clusters Score -771059.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -771078.500000 Penalty: 2888.801025
	Iteration 16Q: 3 clusters Score -771078.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -771100.062500 Penalty: 2888.801025
	Iteration 17Q: 3 clusters Score -771100.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -771114.625000 Penalty: 2888.801025
	Iteration 18Q: 3 clusters Score -771114.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -771134.375000 Penalty: 2888.801025
	Iteration 19Q: 3 clusters Score -771134.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -771169.500000 Penalty: 2888.801025
	Iteration 20F: 3 clusters Score -771169.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -771195.312500 Penalty: 2888.801025
	Iteration 21Q: 3 clusters Score -771195.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -771213.625000 Penalty: 2888.801025
	Iteration 22Q: 3 clusters Score -771213.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -771227.250000 Penalty: 2888.801025
	Iteration 23Q: 3 clusters Score -771227.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -771238.062500 Penalty: 2888.801025
	Iteration 24Q: 3 clusters Score -771238.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -771244.750000 Penalty: 2888.801025
	Iteration 25Q: 3 clusters Score -771244.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -771250.500000 Penalty: 2888.801025
	Iteration 26Q: 3 clusters Score -771250.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -771253.562500 Penalty: 2888.801025
	Iteration 27Q: 3 clusters Score -771253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -771254.500000 Penalty: 2888.801025
	Iteration 28Q: 3 clusters Score -771254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -771255.562500 Penalty: 2888.801025
	Iteration 29Q: 3 clusters Score -771255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -771256.500000 Penalty: 2888.801025
	Iteration 30Q: 3 clusters Score -771256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -771258.562500 Penalty: 2888.801025
	Iteration 31Q: 3 clusters Score -771258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -771258.437500 Penalty: 2888.801025
	Iteration 32Q: 3 clusters Score -771258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -771257.187500 Penalty: 2888.801025
	Iteration 33Q: 3 clusters Score -771257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -771257.875000 Penalty: 2888.801025
	Iteration 34Q: 3 clusters Score -771257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -771258.937500 Penalty: 2888.801025
	Iteration 35Q: 3 clusters Score -771258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -771260.625000 Penalty: 2888.801025
	Iteration 36Q: 3 clusters Score -771260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -771265.375000 Penalty: 2888.801025
	Iteration 37Q: 3 clusters Score -771265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -771271.500000 Penalty: 2888.801025
	Iteration 38Q: 3 clusters Score -771271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -771278.937500 Penalty: 2888.801025
	Iteration 39Q: 3 clusters Score -771278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -771281.812500 Penalty: 2888.801025
	Iteration 40F: 3 clusters Score -771281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -771286.125000 Penalty: 2888.801025
	Iteration 41Q: 3 clusters Score -771286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -771290.562500 Penalty: 2888.801025
	Iteration 42Q: 3 clusters Score -771290.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -771297.687500 Penalty: 2888.801025
	Iteration 43Q: 3 clusters Score -771297.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -771304.750000 Penalty: 2888.801025
	Iteration 44Q: 3 clusters Score -771304.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -771305.375000 Penalty: 2888.801025
	Iteration 45Q: 3 clusters Score -771305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -771308.000000 Penalty: 2888.801025
	Iteration 46Q: 3 clusters Score -771308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -771312.437500 Penalty: 2888.801025
	Iteration 47Q: 3 clusters Score -771312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -771313.312500 Penalty: 2888.801025
	Iteration 48Q: 3 clusters Score -771313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -771313.687500 Penalty: 2888.801025
	Iteration 49Q: 3 clusters Score -771313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -771315.062500 Penalty: 2888.801025
	Iteration 50Q: 3 clusters Score -771315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -771314.375000 Penalty: 2888.801025
	Iteration 51Q: 3 clusters Score -771314.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -771318.312500 Penalty: 2888.801025
	Iteration 52Q: 3 clusters Score -771318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -771319.312500 Penalty: 2888.801025
	Iteration 53Q: 3 clusters Score -771319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -771319.687500 Penalty: 2888.801025
	Iteration 54Q: 3 clusters Score -771319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -771321.125000 Penalty: 2888.801025
	Iteration 55Q: 3 clusters Score -771321.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -771322.062500 Penalty: 2888.801025
	Iteration 56Q: 3 clusters Score -771322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -771321.375000 Penalty: 2888.801025
	Iteration 57Q: 3 clusters Score -771321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -771321.562500 Penalty: 2888.801025
	Iteration 58Q: 3 clusters Score -771321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -771322.750000 Penalty: 2888.801025
	Iteration 59Q: 3 clusters Score -771322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -771322.750000 Penalty: 2888.801025
	Iteration 60F: 3 clusters Score -771322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -529157.187500 Penalty: 1400.826660
	Iteration 0F: 2 clusters Score -529157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -524861.937500 Penalty: 2801.653320
	Iteration 0F: 3 clusters Score -524861.9 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -526409.312500 Penalty: 2801.653320
	Iteration 1F: 3 clusters Score -526409.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -526960.062500 Penalty: 2801.653320
	Iteration 2F: 3 clusters Score -526960.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -527419.562500 Penalty: 2801.653320
	Iteration 3F: 3 clusters Score -527419.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -527670.875000 Penalty: 2801.653320
	Iteration 4F: 3 clusters Score -527670.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -527805.562500 Penalty: 2801.653320
	Iteration 5Q: 3 clusters Score -527805.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -527884.937500 Penalty: 2801.653320
	Iteration 6Q: 3 clusters Score -527884.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -527942.937500 Penalty: 2801.653320
	Iteration 7Q: 3 clusters Score -527942.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -527985.062500 Penalty: 2801.653320
	Iteration 8Q: 3 clusters Score -527985.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -528016.937500 Penalty: 2801.653320
	Iteration 9Q: 3 clusters Score -528016.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -528045.125000 Penalty: 2801.653320
	Iteration 10Q: 3 clusters Score -528045.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -528087.500000 Penalty: 2801.653320
	Iteration 11Q: 3 clusters Score -528087.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -528146.375000 Penalty: 2801.653320
	Iteration 12Q: 3 clusters Score -528146.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -528244.937500 Penalty: 2801.653320
	Iteration 13Q: 3 clusters Score -528244.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -528341.500000 Penalty: 2801.653320
	Iteration 14Q: 3 clusters Score -528341.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -528419.937500 Penalty: 2801.653320
	Iteration 15Q: 3 clusters Score -528419.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -528467.437500 Penalty: 2801.653320
	Iteration 16Q: 3 clusters Score -528467.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -528505.062500 Penalty: 2801.653320
	Iteration 17Q: 3 clusters Score -528505.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -528538.687500 Penalty: 2801.653320
	Iteration 18Q: 3 clusters Score -528538.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -528556.500000 Penalty: 2801.653320
	Iteration 19Q: 3 clusters Score -528556.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -528571.000000 Penalty: 2801.653320
	Iteration 20F: 3 clusters Score -528571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -528580.187500 Penalty: 2801.653320
	Iteration 21Q: 3 clusters Score -528580.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -528589.250000 Penalty: 2801.653320
	Iteration 22Q: 3 clusters Score -528589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -528593.750000 Penalty: 2801.653320
	Iteration 23Q: 3 clusters Score -528593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -528599.750000 Penalty: 2801.653320
	Iteration 24Q: 3 clusters Score -528599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -528600.875000 Penalty: 2801.653320
	Iteration 25Q: 3 clusters Score -528600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -528602.312500 Penalty: 2801.653320
	Iteration 26Q: 3 clusters Score -528602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -528604.750000 Penalty: 2801.653320
	Iteration 27Q: 3 clusters Score -528604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -528604.625000 Penalty: 2801.653320
	Iteration 28Q: 3 clusters Score -528604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -528606.687500 Penalty: 2801.653320
	Iteration 29Q: 3 clusters Score -528606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -528607.625000 Penalty: 2801.653320
	Iteration 30Q: 3 clusters Score -528607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -528609.375000 Penalty: 2801.653320
	Iteration 31Q: 3 clusters Score -528609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -528611.375000 Penalty: 2801.653320
	Iteration 32Q: 3 clusters Score -528611.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -528613.937500 Penalty: 2801.653320
	Iteration 33Q: 3 clusters Score -528613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -528619.000000 Penalty: 2801.653320
	Iteration 34Q: 3 clusters Score -528619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -528625.687500 Penalty: 2801.653320
	Iteration 35Q: 3 clusters Score -528625.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -528630.812500 Penalty: 2801.653320
	Iteration 36Q: 3 clusters Score -528630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -528632.875000 Penalty: 2801.653320
	Iteration 37Q: 3 clusters Score -528632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -528636.562500 Penalty: 2801.653320
	Iteration 38Q: 3 clusters Score -528636.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -528640.937500 Penalty: 2801.653320
	Iteration 39Q: 3 clusters Score -528640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -528643.937500 Penalty: 2801.653320
	Iteration 40F: 3 clusters Score -528643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -528646.312500 Penalty: 2801.653320
	Iteration 41Q: 3 clusters Score -528646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -528648.875000 Penalty: 2801.653320
	Iteration 42Q: 3 clusters Score -528648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -528650.250000 Penalty: 2801.653320
	Iteration 43Q: 3 clusters Score -528650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -528652.062500 Penalty: 2801.653320
	Iteration 44Q: 3 clusters Score -528652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528652.562500 Penalty: 2801.653320
	Iteration 45Q: 3 clusters Score -528652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528654.187500 Penalty: 2801.653320
	Iteration 46Q: 3 clusters Score -528654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -528655.375000 Penalty: 2801.653320
	Iteration 47Q: 3 clusters Score -528655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528655.687500 Penalty: 2801.653320
	Iteration 48Q: 3 clusters Score -528655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -528657.375000 Penalty: 2801.653320
	Iteration 49Q: 3 clusters Score -528657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -528662.000000 Penalty: 2801.653320
	Iteration 50Q: 3 clusters Score -528662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -528670.187500 Penalty: 2801.653320
	Iteration 51Q: 3 clusters Score -528670.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -528677.562500 Penalty: 2801.653320
	Iteration 52Q: 3 clusters Score -528677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -528684.812500 Penalty: 2801.653320
	Iteration 53Q: 3 clusters Score -528684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -528691.062500 Penalty: 2801.653320
	Iteration 54Q: 3 clusters Score -528691.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -528693.937500 Penalty: 2801.653320
	Iteration 55Q: 3 clusters Score -528693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -528697.500000 Penalty: 2801.653320
	Iteration 56Q: 3 clusters Score -528697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -528700.062500 Penalty: 2801.653320
	Iteration 57Q: 3 clusters Score -528700.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -528703.375000 Penalty: 2801.653320
	Iteration 58Q: 3 clusters Score -528703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528705.562500 Penalty: 2801.653320
	Iteration 59Q: 3 clusters Score -528705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -528707.125000 Penalty: 2801.653320
	Iteration 60F: 3 clusters Score -528707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -528710.625000 Penalty: 2801.653320
	Iteration 61Q: 3 clusters Score -528710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -528711.625000 Penalty: 2801.653320
	Iteration 62Q: 3 clusters Score -528711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -528714.687500 Penalty: 2801.653320
	Iteration 63Q: 3 clusters Score -528714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -528715.625000 Penalty: 2801.653320
	Iteration 64Q: 3 clusters Score -528715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -528717.437500 Penalty: 2801.653320
	Iteration 65Q: 3 clusters Score -528717.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528718.562500 Penalty: 2801.653320
	Iteration 66Q: 3 clusters Score -528718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -528719.625000 Penalty: 2801.653320
	Iteration 67Q: 3 clusters Score -528719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -528720.687500 Penalty: 2801.653320
	Iteration 68Q: 3 clusters Score -528720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -528722.000000 Penalty: 2801.653320
	Iteration 69Q: 3 clusters Score -528722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -528724.125000 Penalty: 2801.653320
	Iteration 70Q: 3 clusters Score -528724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -528727.125000 Penalty: 2801.653320
	Iteration 71Q: 3 clusters Score -528727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -528729.750000 Penalty: 2801.653320
	Iteration 72Q: 3 clusters Score -528729.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -528734.687500 Penalty: 2801.653320
	Iteration 73Q: 3 clusters Score -528734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -528738.062500 Penalty: 2801.653320
	Iteration 74Q: 3 clusters Score -528738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -528741.625000 Penalty: 2801.653320
	Iteration 75Q: 3 clusters Score -528741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -528745.062500 Penalty: 2801.653320
	Iteration 76Q: 3 clusters Score -528745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -528748.750000 Penalty: 2801.653320
	Iteration 77Q: 3 clusters Score -528748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -528753.187500 Penalty: 2801.653320
	Iteration 78Q: 3 clusters Score -528753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -528757.625000 Penalty: 2801.653320
	Iteration 79Q: 3 clusters Score -528757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -528758.562500 Penalty: 2801.653320
	Iteration 80F: 3 clusters Score -528758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -528759.500000 Penalty: 2801.653320
	Iteration 81Q: 3 clusters Score -528759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -528760.125000 Penalty: 2801.653320
	Iteration 82Q: 3 clusters Score -528760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -528760.125000 Penalty: 2801.653320
	Iteration 83Q: 3 clusters Score -528760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -528760.062500 Penalty: 2801.653320
	Iteration 84Q: 3 clusters Score -528760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -528760.000000 Penalty: 2801.653320
	Iteration 85Q: 3 clusters Score -528760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -528760.562500 Penalty: 2801.653320
	Iteration 86Q: 3 clusters Score -528760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -528760.562500 Penalty: 2801.653320
	Iteration 87F: 3 clusters Score -528760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Entering Unmasked Estep 
Score: -1257769.125000 Penalty: 1539.975708
	Iteration 0F: 2 clusters Score -1257769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1248654.250000 Penalty: 3079.951416
	Iteration 0F: 3 clusters Score -1248654 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1252012.750000 Penalty: 3079.951416
	Iteration 1F: 3 clusters Score -1252013 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1252502.625000 Penalty: 3079.951416
	Iteration 2F: 3 clusters Score -1252503 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1252956.625000 Penalty: 3079.951416
	Iteration 3F: 3 clusters Score -1252957 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1253328.875000 Penalty: 3079.951416
	Iteration 4F: 3 clusters Score -1253329 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1253611.750000 Penalty: 3079.951416
	Iteration 5Q: 3 clusters Score -1253612 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1253867.125000 Penalty: 3079.951416
	Iteration 6Q: 3 clusters Score -1253867 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1254071.625000 Penalty: 3079.951416
	Iteration 7Q: 3 clusters Score -1254072 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1254227.750000 Penalty: 3079.951416
	Iteration 8Q: 3 clusters Score -1254228 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1254364.625000 Penalty: 3079.951416
	Iteration 9Q: 3 clusters Score -1254365 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1254491.625000 Penalty: 3079.951416
	Iteration 10Q: 3 clusters Score -1254492 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1254608.875000 Penalty: 3079.951416
	Iteration 11Q: 3 clusters Score -1254609 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1254709.000000 Penalty: 3079.951416
	Iteration 12Q: 3 clusters Score -1254709 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1254799.750000 Penalty: 3079.951416
	Iteration 13Q: 3 clusters Score -1254800 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1254870.500000 Penalty: 3079.951416
	Iteration 14Q: 3 clusters Score -1254870 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1254949.125000 Penalty: 3079.951416
	Iteration 15Q: 3 clusters Score -1254949 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1255025.750000 Penalty: 3079.951416
	Iteration 16Q: 3 clusters Score -1255026 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1255113.125000 Penalty: 3079.951416
	Iteration 17Q: 3 clusters Score -1255113 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1255199.500000 Penalty: 3079.951416
	Iteration 18Q: 3 clusters Score -1255200 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1255313.500000 Penalty: 3079.951416
	Iteration 19Q: 3 clusters Score -1255314 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1255412.750000 Penalty: 3079.951416
	Iteration 20F: 3 clusters Score -1255413 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1255491.250000 Penalty: 3079.951416
	Iteration 21Q: 3 clusters Score -1255491 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1255564.750000 Penalty: 3079.951416
	Iteration 22Q: 3 clusters Score -1255565 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1255653.625000 Penalty: 3079.951416
	Iteration 23Q: 3 clusters Score -1255654 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1255742.250000 Penalty: 3079.951416
	Iteration 24Q: 3 clusters Score -1255742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1255835.000000 Penalty: 3079.951416
	Iteration 25Q: 3 clusters Score -1255835 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1255935.875000 Penalty: 3079.951416
	Iteration 26Q: 3 clusters Score -1255936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1256024.250000 Penalty: 3079.951416
	Iteration 27Q: 3 clusters Score -1256024 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1256109.000000 Penalty: 3079.951416
	Iteration 28Q: 3 clusters Score -1256109 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1256168.125000 Penalty: 3079.951416
	Iteration 29Q: 3 clusters Score -1256168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1256220.375000 Penalty: 3079.951416
	Iteration 30Q: 3 clusters Score -1256220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1256270.875000 Penalty: 3079.951416
	Iteration 31Q: 3 clusters Score -1256271 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1256317.625000 Penalty: 3079.951416
	Iteration 32Q: 3 clusters Score -1256318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1256362.625000 Penalty: 3079.951416
	Iteration 33Q: 3 clusters Score -1256363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1256394.375000 Penalty: 3079.951416
	Iteration 34Q: 3 clusters Score -1256394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1256419.750000 Penalty: 3079.951416
	Iteration 35Q: 3 clusters Score -1256420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1256446.750000 Penalty: 3079.951416
	Iteration 36Q: 3 clusters Score -1256447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1256470.875000 Penalty: 3079.951416
	Iteration 37Q: 3 clusters Score -1256471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1256488.250000 Penalty: 3079.951416
	Iteration 38Q: 3 clusters Score -1256488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1256509.250000 Penalty: 3079.951416
	Iteration 39Q: 3 clusters Score -1256509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1256536.125000 Penalty: 3079.951416
	Iteration 40F: 3 clusters Score -1256536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1256550.125000 Penalty: 3079.951416
	Iteration 41Q: 3 clusters Score -1256550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1256562.875000 Penalty: 3079.951416
	Iteration 42Q: 3 clusters Score -1256563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1256584.750000 Penalty: 3079.951416
	Iteration 43Q: 3 clusters Score -1256585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1256601.000000 Penalty: 3079.951416
	Iteration 44Q: 3 clusters Score -1256601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1256614.500000 Penalty: 3079.951416
	Iteration 45Q: 3 clusters Score -1256614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1256629.625000 Penalty: 3079.951416
	Iteration 46Q: 3 clusters Score -1256630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1256637.625000 Penalty: 3079.951416
	Iteration 47Q: 3 clusters Score -1256638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1256642.250000 Penalty: 3079.951416
	Iteration 48Q: 3 clusters Score -1256642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1256642.875000 Penalty: 3079.951416
	Iteration 49Q: 3 clusters Score -1256643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1256645.250000 Penalty: 3079.951416
	Iteration 50Q: 3 clusters Score -1256645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1256646.875000 Penalty: 3079.951416
	Iteration 51Q: 3 clusters Score -1256647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1256647.875000 Penalty: 3079.951416
	Iteration 52Q: 3 clusters Score -1256648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1256649.500000 Penalty: 3079.951416
	Iteration 53Q: 3 clusters Score -1256650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1256650.875000 Penalty: 3079.951416
	Iteration 54Q: 3 clusters Score -1256651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1256650.875000 Penalty: 3079.951416
	Iteration 55F: 3 clusters Score -1256651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Entering Unmasked Estep 
Score: -1229097.500000 Penalty: 1523.975220
	Iteration 0F: 2 clusters Score -1229098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1220840.625000 Penalty: 3047.950439
	Iteration 0F: 3 clusters Score -1220841 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1223600.125000 Penalty: 3047.950439
	Iteration 1F: 3 clusters Score -1223600 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1223876.500000 Penalty: 3047.950439
	Iteration 2F: 3 clusters Score -1223876 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1224107.875000 Penalty: 3047.950439
	Iteration 3Q: 3 clusters Score -1224108 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1224336.250000 Penalty: 3047.950439
	Iteration 4Q: 3 clusters Score -1224336 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1224637.125000 Penalty: 3047.950439
	Iteration 5Q: 3 clusters Score -1224637 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1225025.625000 Penalty: 3047.950439
	Iteration 6F: 3 clusters Score -1225026 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1225561.750000 Penalty: 3047.950439
	Iteration 7F: 3 clusters Score -1225562 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1226261.375000 Penalty: 3047.950439
	Iteration 8F: 3 clusters Score -1226261 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1226951.500000 Penalty: 3047.950439
	Iteration 9F: 3 clusters Score -1226952 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1227529.375000 Penalty: 3047.950439
	Iteration 10F: 3 clusters Score -1227529 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1227946.625000 Penalty: 3047.950439
	Iteration 11Q: 3 clusters Score -1227947 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1228171.000000 Penalty: 3047.950439
	Iteration 12Q: 3 clusters Score -1228171 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1228261.125000 Penalty: 3047.950439
	Iteration 13Q: 3 clusters Score -1228261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1228306.125000 Penalty: 3047.950439
	Iteration 14Q: 3 clusters Score -1228306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1228337.000000 Penalty: 3047.950439
	Iteration 15Q: 3 clusters Score -1228337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1228352.375000 Penalty: 3047.950439
	Iteration 16Q: 3 clusters Score -1228352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1228359.625000 Penalty: 3047.950439
	Iteration 17Q: 3 clusters Score -1228360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1228365.250000 Penalty: 3047.950439
	Iteration 18Q: 3 clusters Score -1228365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1228373.250000 Penalty: 3047.950439
	Iteration 19Q: 3 clusters Score -1228373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1228376.375000 Penalty: 3047.950439
	Iteration 20F: 3 clusters Score -1228376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1228375.500000 Penalty: 3047.950439
	Iteration 21Q: 3 clusters Score -1228376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1228374.250000 Penalty: 3047.950439
	Iteration 22Q: 3 clusters Score -1228374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1228377.375000 Penalty: 3047.950439
	Iteration 23Q: 3 clusters Score -1228377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1228374.375000 Penalty: 3047.950439
	Iteration 24Q: 3 clusters Score -1228374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1228374.750000 Penalty: 3047.950439
	Iteration 25Q: 3 clusters Score -1228375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1228375.125000 Penalty: 3047.950439
	Iteration 26Q: 3 clusters Score -1228375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1228378.375000 Penalty: 3047.950439
	Iteration 27Q: 3 clusters Score -1228378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1228378.250000 Penalty: 3047.950439
	Iteration 28Q: 3 clusters Score -1228378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1228377.500000 Penalty: 3047.950439
	Iteration 29Q: 3 clusters Score -1228378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1228376.875000 Penalty: 3047.950439
	Iteration 30Q: 3 clusters Score -1228377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1228376.875000 Penalty: 3047.950439
	Iteration 31F: 3 clusters Score -1228377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -780631.562500 Penalty: 1461.694092
	Iteration 0F: 2 clusters Score -780631.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -774829.812500 Penalty: 2923.388184
	Iteration 0F: 3 clusters Score -774829.8 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -776801.062500 Penalty: 2923.388184
	Iteration 1F: 3 clusters Score -776801.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -777207.562500 Penalty: 2923.388184
	Iteration 2F: 3 clusters Score -777207.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -777564.812500 Penalty: 2923.388184
	Iteration 3F: 3 clusters Score -777564.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -777936.125000 Penalty: 2923.388184
	Iteration 4F: 3 clusters Score -777936.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -778289.125000 Penalty: 2923.388184
	Iteration 5F: 3 clusters Score -778289.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -778603.625000 Penalty: 2923.388184
	Iteration 6F: 3 clusters Score -778603.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -778900.312500 Penalty: 2923.388184
	Iteration 7F: 3 clusters Score -778900.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -779196.875000 Penalty: 2923.388184
	Iteration 8F: 3 clusters Score -779196.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -779445.125000 Penalty: 2923.388184
	Iteration 9Q: 3 clusters Score -779445.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -779630.000000 Penalty: 2923.388184
	Iteration 10Q: 3 clusters Score -779630 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -779780.937500 Penalty: 2923.388184
	Iteration 11Q: 3 clusters Score -779780.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -779932.062500 Penalty: 2923.388184
	Iteration 12Q: 3 clusters Score -779932.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -780034.937500 Penalty: 2923.388184
	Iteration 13Q: 3 clusters Score -780034.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -780105.125000 Penalty: 2923.388184
	Iteration 14Q: 3 clusters Score -780105.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -780146.062500 Penalty: 2923.388184
	Iteration 15Q: 3 clusters Score -780146.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -780175.625000 Penalty: 2923.388184
	Iteration 16Q: 3 clusters Score -780175.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -780192.250000 Penalty: 2923.388184
	Iteration 17Q: 3 clusters Score -780192.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -780206.562500 Penalty: 2923.388184
	Iteration 18Q: 3 clusters Score -780206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -780213.625000 Penalty: 2923.388184
	Iteration 19Q: 3 clusters Score -780213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -780221.437500 Penalty: 2923.388184
	Iteration 20F: 3 clusters Score -780221.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -780228.062500 Penalty: 2923.388184
	Iteration 21Q: 3 clusters Score -780228.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -780234.812500 Penalty: 2923.388184
	Iteration 22Q: 3 clusters Score -780234.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -780246.125000 Penalty: 2923.388184
	Iteration 23Q: 3 clusters Score -780246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -780252.125000 Penalty: 2923.388184
	Iteration 24Q: 3 clusters Score -780252.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -780256.875000 Penalty: 2923.388184
	Iteration 25Q: 3 clusters Score -780256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -780261.375000 Penalty: 2923.388184
	Iteration 26Q: 3 clusters Score -780261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -780263.437500 Penalty: 2923.388184
	Iteration 27Q: 3 clusters Score -780263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -780266.562500 Penalty: 2923.388184
	Iteration 28Q: 3 clusters Score -780266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -780271.875000 Penalty: 2923.388184
	Iteration 29Q: 3 clusters Score -780271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -780274.187500 Penalty: 2923.388184
	Iteration 30Q: 3 clusters Score -780274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -780278.062500 Penalty: 2923.388184
	Iteration 31Q: 3 clusters Score -780278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -780281.000000 Penalty: 2923.388184
	Iteration 32Q: 3 clusters Score -780281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -780283.875000 Penalty: 2923.388184
	Iteration 33Q: 3 clusters Score -780283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -780286.250000 Penalty: 2923.388184
	Iteration 34Q: 3 clusters Score -780286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -780284.562500 Penalty: 2923.388184
	Iteration 35Q: 3 clusters Score -780284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -780286.500000 Penalty: 2923.388184
	Iteration 36Q: 3 clusters Score -780286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -780286.125000 Penalty: 2923.388184
	Iteration 37Q: 3 clusters Score -780286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -780286.125000 Penalty: 2923.388184
	Iteration 38F: 3 clusters Score -780286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Entering Unmasked Estep 
Score: -1463044.750000 Penalty: 1554.688721
	Iteration 0F: 2 clusters Score -1463045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1453200.250000 Penalty: 3109.377441
	Iteration 0F: 3 clusters Score -1453200 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1456584.500000 Penalty: 3109.377441
	Iteration 1F: 3 clusters Score -1456584 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1456936.750000 Penalty: 3109.377441
	Iteration 2F: 3 clusters Score -1456937 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1457237.250000 Penalty: 3109.377441
	Iteration 3F: 3 clusters Score -1457237 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1457505.750000 Penalty: 3109.377441
	Iteration 4Q: 3 clusters Score -1457506 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1457794.250000 Penalty: 3109.377441
	Iteration 5Q: 3 clusters Score -1457794 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1458106.750000 Penalty: 3109.377441
	Iteration 6Q: 3 clusters Score -1458107 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1458390.625000 Penalty: 3109.377441
	Iteration 7Q: 3 clusters Score -1458391 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1458670.375000 Penalty: 3109.377441
	Iteration 8Q: 3 clusters Score -1458670 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1458958.125000 Penalty: 3109.377441
	Iteration 9Q: 3 clusters Score -1458958 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1459218.250000 Penalty: 3109.377441
	Iteration 10Q: 3 clusters Score -1459218 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1459469.000000 Penalty: 3109.377441
	Iteration 11Q: 3 clusters Score -1459469 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1459705.250000 Penalty: 3109.377441
	Iteration 12Q: 3 clusters Score -1459705 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1459948.625000 Penalty: 3109.377441
	Iteration 13Q: 3 clusters Score -1459949 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1460207.250000 Penalty: 3109.377441
	Iteration 14Q: 3 clusters Score -1460207 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1460510.625000 Penalty: 3109.377441
	Iteration 15Q: 3 clusters Score -1460511 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1460811.500000 Penalty: 3109.377441
	Iteration 16Q: 3 clusters Score -1460812 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1461090.625000 Penalty: 3109.377441
	Iteration 17Q: 3 clusters Score -1461091 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1461280.750000 Penalty: 3109.377441
	Iteration 18Q: 3 clusters Score -1461281 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1461425.875000 Penalty: 3109.377441
	Iteration 19Q: 3 clusters Score -1461426 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1461540.875000 Penalty: 3109.377441
	Iteration 20F: 3 clusters Score -1461541 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1461632.625000 Penalty: 3109.377441
	Iteration 21Q: 3 clusters Score -1461633 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1461723.000000 Penalty: 3109.377441
	Iteration 22Q: 3 clusters Score -1461723 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1461791.875000 Penalty: 3109.377441
	Iteration 23Q: 3 clusters Score -1461792 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1461863.625000 Penalty: 3109.377441
	Iteration 24Q: 3 clusters Score -1461864 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1461912.250000 Penalty: 3109.377441
	Iteration 25Q: 3 clusters Score -1461912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1461944.125000 Penalty: 3109.377441
	Iteration 26Q: 3 clusters Score -1461944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1461973.750000 Penalty: 3109.377441
	Iteration 27Q: 3 clusters Score -1461974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1461992.625000 Penalty: 3109.377441
	Iteration 28Q: 3 clusters Score -1461993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1462002.375000 Penalty: 3109.377441
	Iteration 29Q: 3 clusters Score -1462002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1462006.375000 Penalty: 3109.377441
	Iteration 30Q: 3 clusters Score -1462006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1462012.625000 Penalty: 3109.377441
	Iteration 31Q: 3 clusters Score -1462013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1462025.375000 Penalty: 3109.377441
	Iteration 32Q: 3 clusters Score -1462025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1462029.125000 Penalty: 3109.377441
	Iteration 33Q: 3 clusters Score -1462029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1462031.500000 Penalty: 3109.377441
	Iteration 34Q: 3 clusters Score -1462032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1462035.125000 Penalty: 3109.377441
	Iteration 35Q: 3 clusters Score -1462035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1462035.125000 Penalty: 3109.377441
	Iteration 36Q: 3 clusters Score -1462035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1462033.750000 Penalty: 3109.377441
	Iteration 37Q: 3 clusters Score -1462034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1462032.000000 Penalty: 3109.377441
	Iteration 38Q: 3 clusters Score -1462032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1462032.000000 Penalty: 3109.377441
	Iteration 39F: 3 clusters Score -1462032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Entering Unmasked Estep 
Score: -8506404.000000 Penalty: 1836.934814
	Iteration 0F: 2 clusters Score -8506404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -8452145.000000 Penalty: 3673.869629
	Iteration 0F: 3 clusters Score -8452145 nChanged 38497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8474613.000000 Penalty: 3673.869629
	Iteration 1F: 3 clusters Score -8474613 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8475958.000000 Penalty: 3673.869629
	Iteration 2Q: 3 clusters Score -8475958 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -8478367.000000 Penalty: 3673.869629
	Iteration 3F: 3 clusters Score -8478367 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -8482085.000000 Penalty: 3673.869629
	Iteration 4F: 3 clusters Score -8482085 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -8487018.000000 Penalty: 3673.869629
	Iteration 5F: 3 clusters Score -8487018 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -8492391.000000 Penalty: 3673.869629
	Iteration 6F: 3 clusters Score -8492391 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8497071.000000 Penalty: 3673.869629
	Iteration 7F: 3 clusters Score -8497071 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -8501020.000000 Penalty: 3673.869629
	Iteration 8Q: 3 clusters Score -8501020 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -8503544.000000 Penalty: 3673.869629
	Iteration 9Q: 3 clusters Score -8503544 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -8504412.000000 Penalty: 3673.869629
	Iteration 10Q: 3 clusters Score -8504412 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -8504739.000000 Penalty: 3673.869629
	Iteration 11Q: 3 clusters Score -8504739 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -8504865.000000 Penalty: 3673.869629
	Iteration 12Q: 3 clusters Score -8504865 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -8504957.000000 Penalty: 3673.869629
	Iteration 13Q: 3 clusters Score -8504957 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -8504994.000000 Penalty: 3673.869629
	Iteration 14Q: 3 clusters Score -8504994 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -8505061.000000 Penalty: 3673.869629
	Iteration 15Q: 3 clusters Score -8505061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -8505101.000000 Penalty: 3673.869629
	Iteration 16Q: 3 clusters Score -8505101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -8505140.000000 Penalty: 3673.869629
	Iteration 17Q: 3 clusters Score -8505140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -8505157.000000 Penalty: 3673.869629
	Iteration 18Q: 3 clusters Score -8505157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -8505156.000000 Penalty: 3673.869629
	Iteration 19Q: 3 clusters Score -8505156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -8505153.000000 Penalty: 3673.869629
	Iteration 20F: 3 clusters Score -8505153 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -8505183.000000 Penalty: 3673.869629
	Iteration 21Q: 3 clusters Score -8505183 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -8505210.000000 Penalty: 3673.869629
	Iteration 22Q: 3 clusters Score -8505210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -8505231.000000 Penalty: 3673.869629
	Iteration 23Q: 3 clusters Score -8505231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -8505239.000000 Penalty: 3673.869629
	Iteration 24Q: 3 clusters Score -8505239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -8505237.000000 Penalty: 3673.869629
	Iteration 25Q: 3 clusters Score -8505237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -8505235.000000 Penalty: 3673.869629
	Iteration 26Q: 3 clusters Score -8505235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -8505248.000000 Penalty: 3673.869629
	Iteration 27Q: 3 clusters Score -8505248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -8505245.000000 Penalty: 3673.869629
	Iteration 28Q: 3 clusters Score -8505245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -8505256.000000 Penalty: 3673.869629
	Iteration 29Q: 3 clusters Score -8505256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -8505264.000000 Penalty: 3673.869629
	Iteration 30Q: 3 clusters Score -8505264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -8505257.000000 Penalty: 3673.869629
	Iteration 31Q: 3 clusters Score -8505257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -8505264.000000 Penalty: 3673.869629
	Iteration 32Q: 3 clusters Score -8505264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -8505273.000000 Penalty: 3673.869629
	Iteration 33Q: 3 clusters Score -8505273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -8505282.000000 Penalty: 3673.869629
	Iteration 34Q: 3 clusters Score -8505282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -8505281.000000 Penalty: 3673.869629
	Iteration 35Q: 3 clusters Score -8505281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -8505294.000000 Penalty: 3673.869629
	Iteration 36Q: 3 clusters Score -8505294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -8505305.000000 Penalty: 3673.869629
	Iteration 37Q: 3 clusters Score -8505305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -8505304.000000 Penalty: 3673.869629
	Iteration 38Q: 3 clusters Score -8505304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -8505309.000000 Penalty: 3673.869629
	Iteration 39Q: 3 clusters Score -8505309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -8505309.000000 Penalty: 3673.869629
	Iteration 40F: 3 clusters Score -8505309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -8505317.000000 Penalty: 3673.869629
	Iteration 41Q: 3 clusters Score -8505317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -8505318.000000 Penalty: 3673.869629
	Iteration 42Q: 3 clusters Score -8505318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -8505317.000000 Penalty: 3673.869629
	Iteration 43Q: 3 clusters Score -8505317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -8505314.000000 Penalty: 3673.869629
	Iteration 44Q: 3 clusters Score -8505314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -8505306.000000 Penalty: 3673.869629
	Iteration 45Q: 3 clusters Score -8505306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -8505304.000000 Penalty: 3673.869629
	Iteration 46Q: 3 clusters Score -8505304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -8505309.000000 Penalty: 3673.869629
	Iteration 47Q: 3 clusters Score -8505309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -8505308.000000 Penalty: 3673.869629
	Iteration 48Q: 3 clusters Score -8505308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -8505320.000000 Penalty: 3673.869629
	Iteration 49Q: 3 clusters Score -8505320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -8505314.000000 Penalty: 3673.869629
	Iteration 50Q: 3 clusters Score -8505314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8505311.000000 Penalty: 3673.869629
	Iteration 51Q: 3 clusters Score -8505311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -8505319.000000 Penalty: 3673.869629
	Iteration 52Q: 3 clusters Score -8505319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -8505315.000000 Penalty: 3673.869629
	Iteration 53Q: 3 clusters Score -8505315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -8505318.000000 Penalty: 3673.869629
	Iteration 54Q: 3 clusters Score -8505318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -8505311.000000 Penalty: 3673.869629
	Iteration 55Q: 3 clusters Score -8505311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -8505316.000000 Penalty: 3673.869629
	Iteration 56Q: 3 clusters Score -8505316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -8505327.000000 Penalty: 3673.869629
	Iteration 57Q: 3 clusters Score -8505327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -8505319.000000 Penalty: 3673.869629
	Iteration 58Q: 3 clusters Score -8505319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -8505326.000000 Penalty: 3673.869629
	Iteration 59Q: 3 clusters Score -8505326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -8505324.000000 Penalty: 3673.869629
	Iteration 60F: 3 clusters Score -8505324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -8505325.000000 Penalty: 3673.869629
	Iteration 61Q: 3 clusters Score -8505325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -8505318.000000 Penalty: 3673.869629
	Iteration 62Q: 3 clusters Score -8505318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -8505316.000000 Penalty: 3673.869629
	Iteration 63Q: 3 clusters Score -8505316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -8505316.000000 Penalty: 3673.869629
	Iteration 64Q: 3 clusters Score -8505316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -8505320.000000 Penalty: 3673.869629
	Iteration 65Q: 3 clusters Score -8505320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -8505323.000000 Penalty: 3673.869629
	Iteration 66Q: 3 clusters Score -8505323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -8505323.000000 Penalty: 3673.869629
	Iteration 67F: 3 clusters Score -8505323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -607980.937500 Penalty: 1425.473633
	Iteration 0F: 2 clusters Score -607980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -603135.000000 Penalty: 2850.947266
	Iteration 0F: 3 clusters Score -603135 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -604987.812500 Penalty: 2850.947266
	Iteration 1F: 3 clusters Score -604987.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -605801.125000 Penalty: 2850.947266
	Iteration 2F: 3 clusters Score -605801.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -606601.812500 Penalty: 2850.947266
	Iteration 3F: 3 clusters Score -606601.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -607128.937500 Penalty: 2850.947266
	Iteration 4F: 3 clusters Score -607128.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -607373.875000 Penalty: 2850.947266
	Iteration 5F: 3 clusters Score -607373.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -607490.250000 Penalty: 2850.947266
	Iteration 6Q: 3 clusters Score -607490.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -607542.562500 Penalty: 2850.947266
	Iteration 7Q: 3 clusters Score -607542.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -607562.937500 Penalty: 2850.947266
	Iteration 8Q: 3 clusters Score -607562.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -607570.250000 Penalty: 2850.947266
	Iteration 9Q: 3 clusters Score -607570.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -607576.937500 Penalty: 2850.947266
	Iteration 10Q: 3 clusters Score -607576.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -607579.687500 Penalty: 2850.947266
	Iteration 11Q: 3 clusters Score -607579.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -607582.250000 Penalty: 2850.947266
	Iteration 12Q: 3 clusters Score -607582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -607584.687500 Penalty: 2850.947266
	Iteration 13Q: 3 clusters Score -607584.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -607585.812500 Penalty: 2850.947266
	Iteration 14Q: 3 clusters Score -607585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -607585.312500 Penalty: 2850.947266
	Iteration 15Q: 3 clusters Score -607585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -607585.375000 Penalty: 2850.947266
	Iteration 16Q: 3 clusters Score -607585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -607585.875000 Penalty: 2850.947266
	Iteration 17Q: 3 clusters Score -607585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -607586.875000 Penalty: 2850.947266
	Iteration 18Q: 3 clusters Score -607586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -607586.312500 Penalty: 2850.947266
	Iteration 19Q: 3 clusters Score -607586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -607586.625000 Penalty: 2850.947266
	Iteration 20F: 3 clusters Score -607586.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Entering Unmasked Estep 
Score: -7351093.500000 Penalty: 1813.233887
	Iteration 0F: 2 clusters Score -7351094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7304134.500000 Penalty: 3626.467773
	Iteration 0F: 3 clusters Score -7304134 nChanged 33269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7323506.500000 Penalty: 3626.467773
	Iteration 1F: 3 clusters Score -7323506 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -7324206.000000 Penalty: 3626.467773
	Iteration 2Q: 3 clusters Score -7324206 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -7325183.500000 Penalty: 3626.467773
	Iteration 3Q: 3 clusters Score -7325184 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7326663.500000 Penalty: 3626.467773
	Iteration 4Q: 3 clusters Score -7326664 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -7329174.000000 Penalty: 3626.467773
	Iteration 5F: 3 clusters Score -7329174 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -7333339.500000 Penalty: 3626.467773
	Iteration 6F: 3 clusters Score -7333340 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -7338838.500000 Penalty: 3626.467773
	Iteration 7F: 3 clusters Score -7338838 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -7344068.500000 Penalty: 3626.467773
	Iteration 8F: 3 clusters Score -7344068 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7347182.500000 Penalty: 3626.467773
	Iteration 9Q: 3 clusters Score -7347182 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7348559.000000 Penalty: 3626.467773
	Iteration 10Q: 3 clusters Score -7348559 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7349157.000000 Penalty: 3626.467773
	Iteration 11Q: 3 clusters Score -7349157 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7349498.000000 Penalty: 3626.467773
	Iteration 12Q: 3 clusters Score -7349498 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7349649.500000 Penalty: 3626.467773
	Iteration 13Q: 3 clusters Score -7349650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7349733.500000 Penalty: 3626.467773
	Iteration 14Q: 3 clusters Score -7349734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7349788.000000 Penalty: 3626.467773
	Iteration 15Q: 3 clusters Score -7349788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7349793.500000 Penalty: 3626.467773
	Iteration 16Q: 3 clusters Score -7349794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7349811.500000 Penalty: 3626.467773
	Iteration 17Q: 3 clusters Score -7349812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7349825.000000 Penalty: 3626.467773
	Iteration 18Q: 3 clusters Score -7349825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7349834.000000 Penalty: 3626.467773
	Iteration 19Q: 3 clusters Score -7349834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7349850.000000 Penalty: 3626.467773
	Iteration 20F: 3 clusters Score -7349850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7349870.000000 Penalty: 3626.467773
	Iteration 21Q: 3 clusters Score -7349870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7349874.500000 Penalty: 3626.467773
	Iteration 22Q: 3 clusters Score -7349874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7349875.000000 Penalty: 3626.467773
	Iteration 23Q: 3 clusters Score -7349875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7349889.000000 Penalty: 3626.467773
	Iteration 24Q: 3 clusters Score -7349889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7349897.000000 Penalty: 3626.467773
	Iteration 25Q: 3 clusters Score -7349897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7349896.500000 Penalty: 3626.467773
	Iteration 26Q: 3 clusters Score -7349896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7349898.500000 Penalty: 3626.467773
	Iteration 27Q: 3 clusters Score -7349898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7349904.500000 Penalty: 3626.467773
	Iteration 28Q: 3 clusters Score -7349904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7349902.500000 Penalty: 3626.467773
	Iteration 29Q: 3 clusters Score -7349902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7349897.500000 Penalty: 3626.467773
	Iteration 30Q: 3 clusters Score -7349898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7349893.500000 Penalty: 3626.467773
	Iteration 31Q: 3 clusters Score -7349894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7349900.500000 Penalty: 3626.467773
	Iteration 32Q: 3 clusters Score -7349900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7349897.500000 Penalty: 3626.467773
	Iteration 33Q: 3 clusters Score -7349898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7349897.500000 Penalty: 3626.467773
	Iteration 34F: 3 clusters Score -7349898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Entering Unmasked Estep 
Score: -2853297.000000 Penalty: 1660.805176
	Iteration 0F: 2 clusters Score -2853297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2834775.500000 Penalty: 3321.610352
	Iteration 0F: 3 clusters Score -2834776 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2841963.750000 Penalty: 3321.610352
	Iteration 1F: 3 clusters Score -2841964 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2842598.000000 Penalty: 3321.610352
	Iteration 2F: 3 clusters Score -2842598 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2843277.000000 Penalty: 3321.610352
	Iteration 3F: 3 clusters Score -2843277 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2844072.500000 Penalty: 3321.610352
	Iteration 4F: 3 clusters Score -2844072 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2845045.000000 Penalty: 3321.610352
	Iteration 5F: 3 clusters Score -2845045 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2846094.000000 Penalty: 3321.610352
	Iteration 6F: 3 clusters Score -2846094 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2847147.250000 Penalty: 3321.610352
	Iteration 7F: 3 clusters Score -2847147 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2848068.250000 Penalty: 3321.610352
	Iteration 8F: 3 clusters Score -2848068 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2848734.000000 Penalty: 3321.610352
	Iteration 9Q: 3 clusters Score -2848734 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2849186.500000 Penalty: 3321.610352
	Iteration 10Q: 3 clusters Score -2849186 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2849511.000000 Penalty: 3321.610352
	Iteration 11Q: 3 clusters Score -2849511 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2849754.750000 Penalty: 3321.610352
	Iteration 12Q: 3 clusters Score -2849755 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2850005.000000 Penalty: 3321.610352
	Iteration 13Q: 3 clusters Score -2850005 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2850230.250000 Penalty: 3321.610352
	Iteration 14Q: 3 clusters Score -2850230 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2850413.250000 Penalty: 3321.610352
	Iteration 15Q: 3 clusters Score -2850413 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2850642.750000 Penalty: 3321.610352
	Iteration 16Q: 3 clusters Score -2850643 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2850839.000000 Penalty: 3321.610352
	Iteration 17Q: 3 clusters Score -2850839 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2851015.750000 Penalty: 3321.610352
	Iteration 18Q: 3 clusters Score -2851016 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2851158.250000 Penalty: 3321.610352
	Iteration 19Q: 3 clusters Score -2851158 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2851291.500000 Penalty: 3321.610352
	Iteration 20F: 3 clusters Score -2851292 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2851393.500000 Penalty: 3321.610352
	Iteration 21Q: 3 clusters Score -2851394 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2851487.250000 Penalty: 3321.610352
	Iteration 22Q: 3 clusters Score -2851487 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2851581.500000 Penalty: 3321.610352
	Iteration 23Q: 3 clusters Score -2851582 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2851670.500000 Penalty: 3321.610352
	Iteration 24Q: 3 clusters Score -2851670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2851740.250000 Penalty: 3321.610352
	Iteration 25Q: 3 clusters Score -2851740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2851799.250000 Penalty: 3321.610352
	Iteration 26Q: 3 clusters Score -2851799 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -2851844.500000 Penalty: 3321.610352
	Iteration 27Q: 3 clusters Score -2851844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2851886.250000 Penalty: 3321.610352
	Iteration 28Q: 3 clusters Score -2851886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2851922.750000 Penalty: 3321.610352
	Iteration 29Q: 3 clusters Score -2851923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2851949.500000 Penalty: 3321.610352
	Iteration 30Q: 3 clusters Score -2851950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2851964.000000 Penalty: 3321.610352
	Iteration 31Q: 3 clusters Score -2851964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2851989.250000 Penalty: 3321.610352
	Iteration 32Q: 3 clusters Score -2851989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2852001.250000 Penalty: 3321.610352
	Iteration 33Q: 3 clusters Score -2852001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2852015.250000 Penalty: 3321.610352
	Iteration 34Q: 3 clusters Score -2852015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2852030.000000 Penalty: 3321.610352
	Iteration 35Q: 3 clusters Score -2852030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2852052.500000 Penalty: 3321.610352
	Iteration 36Q: 3 clusters Score -2852052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2852081.000000 Penalty: 3321.610352
	Iteration 37Q: 3 clusters Score -2852081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2852110.250000 Penalty: 3321.610352
	Iteration 38Q: 3 clusters Score -2852110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2852124.500000 Penalty: 3321.610352
	Iteration 39Q: 3 clusters Score -2852124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2852143.750000 Penalty: 3321.610352
	Iteration 40F: 3 clusters Score -2852144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2852153.500000 Penalty: 3321.610352
	Iteration 41Q: 3 clusters Score -2852154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -2852160.250000 Penalty: 3321.610352
	Iteration 42Q: 3 clusters Score -2852160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2852168.750000 Penalty: 3321.610352
	Iteration 43Q: 3 clusters Score -2852169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2852170.250000 Penalty: 3321.610352
	Iteration 44Q: 3 clusters Score -2852170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -2852179.750000 Penalty: 3321.610352
	Iteration 45Q: 3 clusters Score -2852180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -2852183.000000 Penalty: 3321.610352
	Iteration 46Q: 3 clusters Score -2852183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2852191.000000 Penalty: 3321.610352
	Iteration 47Q: 3 clusters Score -2852191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2852192.000000 Penalty: 3321.610352
	Iteration 48Q: 3 clusters Score -2852192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2852197.000000 Penalty: 3321.610352
	Iteration 49Q: 3 clusters Score -2852197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2852198.250000 Penalty: 3321.610352
	Iteration 50Q: 3 clusters Score -2852198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2852201.000000 Penalty: 3321.610352
	Iteration 51Q: 3 clusters Score -2852201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2852197.750000 Penalty: 3321.610352
	Iteration 52Q: 3 clusters Score -2852198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -2852201.500000 Penalty: 3321.610352
	Iteration 53Q: 3 clusters Score -2852202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -2852201.750000 Penalty: 3321.610352
	Iteration 54Q: 3 clusters Score -2852202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -2852206.250000 Penalty: 3321.610352
	Iteration 55Q: 3 clusters Score -2852206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2852208.250000 Penalty: 3321.610352
	Iteration 56Q: 3 clusters Score -2852208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2852207.250000 Penalty: 3321.610352
	Iteration 57Q: 3 clusters Score -2852207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -2852207.250000 Penalty: 3321.610352
	Iteration 58Q: 3 clusters Score -2852207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2852211.000000 Penalty: 3321.610352
	Iteration 59Q: 3 clusters Score -2852211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2852210.750000 Penalty: 3321.610352
	Iteration 60F: 3 clusters Score -2852211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2852214.250000 Penalty: 3321.610352
	Iteration 61Q: 3 clusters Score -2852214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2852212.750000 Penalty: 3321.610352
	Iteration 62Q: 3 clusters Score -2852213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2852213.250000 Penalty: 3321.610352
	Iteration 63Q: 3 clusters Score -2852213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2852211.500000 Penalty: 3321.610352
	Iteration 64Q: 3 clusters Score -2852212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2852214.250000 Penalty: 3321.610352
	Iteration 65Q: 3 clusters Score -2852214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -2852216.000000 Penalty: 3321.610352
	Iteration 66Q: 3 clusters Score -2852216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -2852218.250000 Penalty: 3321.610352
	Iteration 67Q: 3 clusters Score -2852218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2852219.750000 Penalty: 3321.610352
	Iteration 68Q: 3 clusters Score -2852220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2852222.500000 Penalty: 3321.610352
	Iteration 69Q: 3 clusters Score -2852222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2852219.750000 Penalty: 3321.610352
	Iteration 70Q: 3 clusters Score -2852220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -2852223.500000 Penalty: 3321.610352
	Iteration 71Q: 3 clusters Score -2852224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -2852224.750000 Penalty: 3321.610352
	Iteration 72Q: 3 clusters Score -2852225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2852224.250000 Penalty: 3321.610352
	Iteration 73Q: 3 clusters Score -2852224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2852225.500000 Penalty: 3321.610352
	Iteration 74Q: 3 clusters Score -2852226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2852225.500000 Penalty: 3321.610352
	Iteration 75F: 3 clusters Score -2852226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -335801.500000 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -335801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -332787.812500 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -332787.8 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -333675.312500 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -333675.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -333903.875000 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -333903.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -334105.906250 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -334105.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -334279.500000 Penalty: 2652.446777
	Iteration 4F: 3 clusters Score -334279.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -334392.156250 Penalty: 2652.446777
	Iteration 5Q: 3 clusters Score -334392.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -334503.843750 Penalty: 2652.446777
	Iteration 6Q: 3 clusters Score -334503.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -334614.437500 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -334614.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -334668.343750 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -334668.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -334708.968750 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -334709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -334752.812500 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -334752.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -334789.000000 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -334789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -334814.437500 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -334814.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -334847.593750 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -334847.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -334878.437500 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -334878.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -334909.562500 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -334909.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -334932.062500 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -334932.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -334955.125000 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -334955.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -334966.750000 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -334966.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -334974.093750 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -334974.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -334985.062500 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -334985.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -334995.906250 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -334995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -335018.031250 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -335018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -335060.093750 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -335060.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -335103.937500 Penalty: 2652.446777
	Iteration 24Q: 3 clusters Score -335103.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -335154.375000 Penalty: 2652.446777
	Iteration 25Q: 3 clusters Score -335154.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -335208.312500 Penalty: 2652.446777
	Iteration 26Q: 3 clusters Score -335208.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -335266.343750 Penalty: 2652.446777
	Iteration 27Q: 3 clusters Score -335266.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -335307.000000 Penalty: 2652.446777
	Iteration 28Q: 3 clusters Score -335307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -335347.281250 Penalty: 2652.446777
	Iteration 29Q: 3 clusters Score -335347.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -335384.750000 Penalty: 2652.446777
	Iteration 30Q: 3 clusters Score -335384.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -335406.281250 Penalty: 2652.446777
	Iteration 31Q: 3 clusters Score -335406.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -335421.375000 Penalty: 2652.446777
	Iteration 32Q: 3 clusters Score -335421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -335429.781250 Penalty: 2652.446777
	Iteration 33Q: 3 clusters Score -335429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -335435.250000 Penalty: 2652.446777
	Iteration 34Q: 3 clusters Score -335435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -335437.656250 Penalty: 2652.446777
	Iteration 35Q: 3 clusters Score -335437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -335440.343750 Penalty: 2652.446777
	Iteration 36Q: 3 clusters Score -335440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -335442.343750 Penalty: 2652.446777
	Iteration 37Q: 3 clusters Score -335442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -335444.375000 Penalty: 2652.446777
	Iteration 38Q: 3 clusters Score -335444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -335447.125000 Penalty: 2652.446777
	Iteration 39Q: 3 clusters Score -335447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -335447.125000 Penalty: 2652.446777
	Iteration 40F: 3 clusters Score -335447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -522888.375000 Penalty: 1393.696411
	Iteration 0F: 2 clusters Score -522888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -518766.968750 Penalty: 2787.392822
	Iteration 0F: 3 clusters Score -518767 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -520144.906250 Penalty: 2787.392822
	Iteration 1F: 3 clusters Score -520144.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -520586.125000 Penalty: 2787.392822
	Iteration 2F: 3 clusters Score -520586.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -521063.125000 Penalty: 2787.392822
	Iteration 3F: 3 clusters Score -521063.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -521464.843750 Penalty: 2787.392822
	Iteration 4F: 3 clusters Score -521464.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -521773.875000 Penalty: 2787.392822
	Iteration 5F: 3 clusters Score -521773.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -522019.062500 Penalty: 2787.392822
	Iteration 6Q: 3 clusters Score -522019.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -522155.218750 Penalty: 2787.392822
	Iteration 7Q: 3 clusters Score -522155.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -522233.437500 Penalty: 2787.392822
	Iteration 8Q: 3 clusters Score -522233.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -522295.031250 Penalty: 2787.392822
	Iteration 9Q: 3 clusters Score -522295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -522328.906250 Penalty: 2787.392822
	Iteration 10Q: 3 clusters Score -522328.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -522357.906250 Penalty: 2787.392822
	Iteration 11Q: 3 clusters Score -522357.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -522380.656250 Penalty: 2787.392822
	Iteration 12Q: 3 clusters Score -522380.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -522391.718750 Penalty: 2787.392822
	Iteration 13Q: 3 clusters Score -522391.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -522404.906250 Penalty: 2787.392822
	Iteration 14Q: 3 clusters Score -522404.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -522419.718750 Penalty: 2787.392822
	Iteration 15Q: 3 clusters Score -522419.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -522427.937500 Penalty: 2787.392822
	Iteration 16Q: 3 clusters Score -522427.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -522434.312500 Penalty: 2787.392822
	Iteration 17Q: 3 clusters Score -522434.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -522439.031250 Penalty: 2787.392822
	Iteration 18Q: 3 clusters Score -522439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -522441.937500 Penalty: 2787.392822
	Iteration 19Q: 3 clusters Score -522441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -522445.156250 Penalty: 2787.392822
	Iteration 20F: 3 clusters Score -522445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -522446.562500 Penalty: 2787.392822
	Iteration 21Q: 3 clusters Score -522446.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -522454.000000 Penalty: 2787.392822
	Iteration 22Q: 3 clusters Score -522454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -522460.750000 Penalty: 2787.392822
	Iteration 23Q: 3 clusters Score -522460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -522469.875000 Penalty: 2787.392822
	Iteration 24Q: 3 clusters Score -522469.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -522477.781250 Penalty: 2787.392822
	Iteration 25Q: 3 clusters Score -522477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -522486.093750 Penalty: 2787.392822
	Iteration 26Q: 3 clusters Score -522486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -522499.687500 Penalty: 2787.392822
	Iteration 27Q: 3 clusters Score -522499.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -522513.406250 Penalty: 2787.392822
	Iteration 28Q: 3 clusters Score -522513.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -522530.875000 Penalty: 2787.392822
	Iteration 29Q: 3 clusters Score -522530.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -522574.000000 Penalty: 2787.392822
	Iteration 30Q: 3 clusters Score -522574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -522630.718750 Penalty: 2787.392822
	Iteration 31Q: 3 clusters Score -522630.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -522676.437500 Penalty: 2787.392822
	Iteration 32Q: 3 clusters Score -522676.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -522712.875000 Penalty: 2787.392822
	Iteration 33Q: 3 clusters Score -522712.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -522734.875000 Penalty: 2787.392822
	Iteration 34Q: 3 clusters Score -522734.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -522752.718750 Penalty: 2787.392822
	Iteration 35Q: 3 clusters Score -522752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -522764.906250 Penalty: 2787.392822
	Iteration 36Q: 3 clusters Score -522764.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -522774.187500 Penalty: 2787.392822
	Iteration 37Q: 3 clusters Score -522774.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -522778.843750 Penalty: 2787.392822
	Iteration 38Q: 3 clusters Score -522778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -522780.125000 Penalty: 2787.392822
	Iteration 39Q: 3 clusters Score -522780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -522781.093750 Penalty: 2787.392822
	Iteration 40F: 3 clusters Score -522781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -522780.250000 Penalty: 2787.392822
	Iteration 41Q: 3 clusters Score -522780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -522780.250000 Penalty: 2787.392822
	Iteration 42F: 3 clusters Score -522780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -945739.437500 Penalty: 1480.010010
	Iteration 0F: 2 clusters Score -945739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -939196.687500 Penalty: 2960.020020
	Iteration 0F: 3 clusters Score -939196.7 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -941418.312500 Penalty: 2960.020020
	Iteration 1F: 3 clusters Score -941418.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -941832.875000 Penalty: 2960.020020
	Iteration 2F: 3 clusters Score -941832.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -942257.625000 Penalty: 2960.020020
	Iteration 3F: 3 clusters Score -942257.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -942725.562500 Penalty: 2960.020020
	Iteration 4F: 3 clusters Score -942725.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -943204.562500 Penalty: 2960.020020
	Iteration 5F: 3 clusters Score -943204.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -943624.500000 Penalty: 2960.020020
	Iteration 6F: 3 clusters Score -943624.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -943937.250000 Penalty: 2960.020020
	Iteration 7F: 3 clusters Score -943937.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -944144.812500 Penalty: 2960.020020
	Iteration 8Q: 3 clusters Score -944144.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -944277.500000 Penalty: 2960.020020
	Iteration 9Q: 3 clusters Score -944277.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -944368.375000 Penalty: 2960.020020
	Iteration 10Q: 3 clusters Score -944368.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -944454.875000 Penalty: 2960.020020
	Iteration 11Q: 3 clusters Score -944454.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -944521.375000 Penalty: 2960.020020
	Iteration 12Q: 3 clusters Score -944521.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -944583.500000 Penalty: 2960.020020
	Iteration 13Q: 3 clusters Score -944583.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -944652.437500 Penalty: 2960.020020
	Iteration 14Q: 3 clusters Score -944652.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -944718.375000 Penalty: 2960.020020
	Iteration 15Q: 3 clusters Score -944718.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -944774.937500 Penalty: 2960.020020
	Iteration 16Q: 3 clusters Score -944774.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -944836.125000 Penalty: 2960.020020
	Iteration 17Q: 3 clusters Score -944836.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -944892.687500 Penalty: 2960.020020
	Iteration 18Q: 3 clusters Score -944892.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -944937.187500 Penalty: 2960.020020
	Iteration 19Q: 3 clusters Score -944937.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -944972.062500 Penalty: 2960.020020
	Iteration 20F: 3 clusters Score -944972.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -944999.875000 Penalty: 2960.020020
	Iteration 21Q: 3 clusters Score -944999.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -945014.625000 Penalty: 2960.020020
	Iteration 22Q: 3 clusters Score -945014.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -945026.500000 Penalty: 2960.020020
	Iteration 23Q: 3 clusters Score -945026.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -945034.562500 Penalty: 2960.020020
	Iteration 24Q: 3 clusters Score -945034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -945035.000000 Penalty: 2960.020020
	Iteration 25Q: 3 clusters Score -945035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -945041.562500 Penalty: 2960.020020
	Iteration 26Q: 3 clusters Score -945041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -945042.187500 Penalty: 2960.020020
	Iteration 27Q: 3 clusters Score -945042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -945042.812500 Penalty: 2960.020020
	Iteration 28Q: 3 clusters Score -945042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -945042.937500 Penalty: 2960.020020
	Iteration 29Q: 3 clusters Score -945042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -945043.125000 Penalty: 2960.020020
	Iteration 30Q: 3 clusters Score -945043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -945045.750000 Penalty: 2960.020020
	Iteration 31Q: 3 clusters Score -945045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -945046.687500 Penalty: 2960.020020
	Iteration 32Q: 3 clusters Score -945046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -945046.687500 Penalty: 2960.020020
	Iteration 33F: 3 clusters Score -945046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Entering Unmasked Estep 
Score: -3167202.000000 Penalty: 1681.390625
	Iteration 0F: 2 clusters Score -3167202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3146306.250000 Penalty: 3362.781250
	Iteration 0F: 3 clusters Score -3146306 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3154221.500000 Penalty: 3362.781250
	Iteration 1F: 3 clusters Score -3154222 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3154798.750000 Penalty: 3362.781250
	Iteration 2Q: 3 clusters Score -3154799 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3155505.750000 Penalty: 3362.781250
	Iteration 3F: 3 clusters Score -3155506 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3156468.250000 Penalty: 3362.781250
	Iteration 4F: 3 clusters Score -3156468 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3157790.000000 Penalty: 3362.781250
	Iteration 5F: 3 clusters Score -3157790 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3159534.500000 Penalty: 3362.781250
	Iteration 6F: 3 clusters Score -3159534 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3161278.000000 Penalty: 3362.781250
	Iteration 7F: 3 clusters Score -3161278 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3162573.750000 Penalty: 3362.781250
	Iteration 8F: 3 clusters Score -3162574 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3163362.750000 Penalty: 3362.781250
	Iteration 9Q: 3 clusters Score -3163363 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3163862.500000 Penalty: 3362.781250
	Iteration 10Q: 3 clusters Score -3163862 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3164194.500000 Penalty: 3362.781250
	Iteration 11Q: 3 clusters Score -3164194 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3164431.250000 Penalty: 3362.781250
	Iteration 12Q: 3 clusters Score -3164431 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3164618.000000 Penalty: 3362.781250
	Iteration 13Q: 3 clusters Score -3164618 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3164732.500000 Penalty: 3362.781250
	Iteration 14Q: 3 clusters Score -3164732 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3164804.500000 Penalty: 3362.781250
	Iteration 15Q: 3 clusters Score -3164804 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3164858.000000 Penalty: 3362.781250
	Iteration 16Q: 3 clusters Score -3164858 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3164938.250000 Penalty: 3362.781250
	Iteration 17Q: 3 clusters Score -3164938 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3165013.750000 Penalty: 3362.781250
	Iteration 18Q: 3 clusters Score -3165014 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3165054.000000 Penalty: 3362.781250
	Iteration 19Q: 3 clusters Score -3165054 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3165108.250000 Penalty: 3362.781250
	Iteration 20F: 3 clusters Score -3165108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3165155.500000 Penalty: 3362.781250
	Iteration 21Q: 3 clusters Score -3165156 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3165213.500000 Penalty: 3362.781250
	Iteration 22Q: 3 clusters Score -3165214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3165269.500000 Penalty: 3362.781250
	Iteration 23Q: 3 clusters Score -3165270 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3165329.250000 Penalty: 3362.781250
	Iteration 24Q: 3 clusters Score -3165329 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3165382.250000 Penalty: 3362.781250
	Iteration 25Q: 3 clusters Score -3165382 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3165433.000000 Penalty: 3362.781250
	Iteration 26Q: 3 clusters Score -3165433 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3165478.500000 Penalty: 3362.781250
	Iteration 27Q: 3 clusters Score -3165478 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3165518.250000 Penalty: 3362.781250
	Iteration 28Q: 3 clusters Score -3165518 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3165568.750000 Penalty: 3362.781250
	Iteration 29Q: 3 clusters Score -3165569 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3165632.250000 Penalty: 3362.781250
	Iteration 30Q: 3 clusters Score -3165632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3165673.000000 Penalty: 3362.781250
	Iteration 31Q: 3 clusters Score -3165673 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3165698.250000 Penalty: 3362.781250
	Iteration 32Q: 3 clusters Score -3165698 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3165745.500000 Penalty: 3362.781250
	Iteration 33Q: 3 clusters Score -3165746 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3165787.500000 Penalty: 3362.781250
	Iteration 34Q: 3 clusters Score -3165788 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3165809.250000 Penalty: 3362.781250
	Iteration 35Q: 3 clusters Score -3165809 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3165858.250000 Penalty: 3362.781250
	Iteration 36Q: 3 clusters Score -3165858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3165875.000000 Penalty: 3362.781250
	Iteration 37Q: 3 clusters Score -3165875 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3165908.000000 Penalty: 3362.781250
	Iteration 38Q: 3 clusters Score -3165908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3165938.250000 Penalty: 3362.781250
	Iteration 39Q: 3 clusters Score -3165938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3165970.250000 Penalty: 3362.781250
	Iteration 40F: 3 clusters Score -3165970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3166002.000000 Penalty: 3362.781250
	Iteration 41Q: 3 clusters Score -3166002 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3166017.250000 Penalty: 3362.781250
	Iteration 42Q: 3 clusters Score -3166017 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3166051.750000 Penalty: 3362.781250
	Iteration 43Q: 3 clusters Score -3166052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3166074.750000 Penalty: 3362.781250
	Iteration 44Q: 3 clusters Score -3166075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3166088.000000 Penalty: 3362.781250
	Iteration 45Q: 3 clusters Score -3166088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3166092.000000 Penalty: 3362.781250
	Iteration 46Q: 3 clusters Score -3166092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3166110.000000 Penalty: 3362.781250
	Iteration 47Q: 3 clusters Score -3166110 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3166117.500000 Penalty: 3362.781250
	Iteration 48Q: 3 clusters Score -3166118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3166115.500000 Penalty: 3362.781250
	Iteration 49Q: 3 clusters Score -3166116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3166129.250000 Penalty: 3362.781250
	Iteration 50Q: 3 clusters Score -3166129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3166139.250000 Penalty: 3362.781250
	Iteration 51Q: 3 clusters Score -3166139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3166156.000000 Penalty: 3362.781250
	Iteration 52Q: 3 clusters Score -3166156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3166163.250000 Penalty: 3362.781250
	Iteration 53Q: 3 clusters Score -3166163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3166168.000000 Penalty: 3362.781250
	Iteration 54Q: 3 clusters Score -3166168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3166182.000000 Penalty: 3362.781250
	Iteration 55Q: 3 clusters Score -3166182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3166189.000000 Penalty: 3362.781250
	Iteration 56Q: 3 clusters Score -3166189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3166190.500000 Penalty: 3362.781250
	Iteration 57Q: 3 clusters Score -3166190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3166197.500000 Penalty: 3362.781250
	Iteration 58Q: 3 clusters Score -3166198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3166203.000000 Penalty: 3362.781250
	Iteration 59Q: 3 clusters Score -3166203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3166216.000000 Penalty: 3362.781250
	Iteration 60F: 3 clusters Score -3166216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3166223.500000 Penalty: 3362.781250
	Iteration 61Q: 3 clusters Score -3166224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3166227.750000 Penalty: 3362.781250
	Iteration 62Q: 3 clusters Score -3166228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3166239.000000 Penalty: 3362.781250
	Iteration 63Q: 3 clusters Score -3166239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3166244.500000 Penalty: 3362.781250
	Iteration 64Q: 3 clusters Score -3166244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3166242.750000 Penalty: 3362.781250
	Iteration 65Q: 3 clusters Score -3166243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3166244.250000 Penalty: 3362.781250
	Iteration 66Q: 3 clusters Score -3166244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3166241.250000 Penalty: 3362.781250
	Iteration 67Q: 3 clusters Score -3166241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3166245.250000 Penalty: 3362.781250
	Iteration 68Q: 3 clusters Score -3166245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3166247.500000 Penalty: 3362.781250
	Iteration 69Q: 3 clusters Score -3166248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3166261.750000 Penalty: 3362.781250
	Iteration 70Q: 3 clusters Score -3166262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3166263.250000 Penalty: 3362.781250
	Iteration 71Q: 3 clusters Score -3166263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3166279.250000 Penalty: 3362.781250
	Iteration 72Q: 3 clusters Score -3166279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3166290.000000 Penalty: 3362.781250
	Iteration 73Q: 3 clusters Score -3166290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3166291.750000 Penalty: 3362.781250
	Iteration 74Q: 3 clusters Score -3166292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3166294.750000 Penalty: 3362.781250
	Iteration 75Q: 3 clusters Score -3166295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3166307.000000 Penalty: 3362.781250
	Iteration 76Q: 3 clusters Score -3166307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3166312.500000 Penalty: 3362.781250
	Iteration 77Q: 3 clusters Score -3166312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3166315.750000 Penalty: 3362.781250
	Iteration 78Q: 3 clusters Score -3166316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3166322.250000 Penalty: 3362.781250
	Iteration 79Q: 3 clusters Score -3166322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3166333.250000 Penalty: 3362.781250
	Iteration 80F: 3 clusters Score -3166333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3166339.500000 Penalty: 3362.781250
	Iteration 81Q: 3 clusters Score -3166340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3166333.000000 Penalty: 3362.781250
	Iteration 82Q: 3 clusters Score -3166333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3166337.750000 Penalty: 3362.781250
	Iteration 83Q: 3 clusters Score -3166338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3166347.500000 Penalty: 3362.781250
	Iteration 84Q: 3 clusters Score -3166348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3166355.750000 Penalty: 3362.781250
	Iteration 85Q: 3 clusters Score -3166356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3166352.250000 Penalty: 3362.781250
	Iteration 86Q: 3 clusters Score -3166352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3166356.250000 Penalty: 3362.781250
	Iteration 87Q: 3 clusters Score -3166356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3166353.750000 Penalty: 3362.781250
	Iteration 88Q: 3 clusters Score -3166354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3166354.000000 Penalty: 3362.781250
	Iteration 89Q: 3 clusters Score -3166354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3166360.000000 Penalty: 3362.781250
	Iteration 90Q: 3 clusters Score -3166360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3166364.750000 Penalty: 3362.781250
	Iteration 91Q: 3 clusters Score -3166365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3166370.750000 Penalty: 3362.781250
	Iteration 92Q: 3 clusters Score -3166371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3166371.000000 Penalty: 3362.781250
	Iteration 93Q: 3 clusters Score -3166371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3166368.500000 Penalty: 3362.781250
	Iteration 94Q: 3 clusters Score -3166368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3166365.000000 Penalty: 3362.781250
	Iteration 95Q: 3 clusters Score -3166365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3166362.500000 Penalty: 3362.781250
	Iteration 96Q: 3 clusters Score -3166362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3166372.000000 Penalty: 3362.781250
	Iteration 97Q: 3 clusters Score -3166372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3166376.000000 Penalty: 3362.781250
	Iteration 98Q: 3 clusters Score -3166376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3166376.250000 Penalty: 3362.781250
	Iteration 99Q: 3 clusters Score -3166376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3166378.000000 Penalty: 3362.781250
	Iteration 100F: 3 clusters Score -3166378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3166375.000000 Penalty: 3362.781250
	Iteration 101Q: 3 clusters Score -3166375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3166376.750000 Penalty: 3362.781250
	Iteration 102Q: 3 clusters Score -3166377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3166378.500000 Penalty: 3362.781250
	Iteration 103Q: 3 clusters Score -3166378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3166367.000000 Penalty: 3362.781250
	Iteration 104Q: 3 clusters Score -3166367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3166367.250000 Penalty: 3362.781250
	Iteration 105Q: 3 clusters Score -3166367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3166370.750000 Penalty: 3362.781250
	Iteration 106Q: 3 clusters Score -3166371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3166377.750000 Penalty: 3362.781250
	Iteration 107Q: 3 clusters Score -3166378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3166379.000000 Penalty: 3362.781250
	Iteration 108Q: 3 clusters Score -3166379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3166377.500000 Penalty: 3362.781250
	Iteration 109Q: 3 clusters Score -3166378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3166373.500000 Penalty: 3362.781250
	Iteration 110Q: 3 clusters Score -3166374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3166371.000000 Penalty: 3362.781250
	Iteration 111Q: 3 clusters Score -3166371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3166375.250000 Penalty: 3362.781250
	Iteration 112Q: 3 clusters Score -3166375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3166378.500000 Penalty: 3362.781250
	Iteration 113Q: 3 clusters Score -3166378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3166376.500000 Penalty: 3362.781250
	Iteration 114Q: 3 clusters Score -3166376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3166379.500000 Penalty: 3362.781250
	Iteration 115Q: 3 clusters Score -3166380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3166381.500000 Penalty: 3362.781250
	Iteration 116Q: 3 clusters Score -3166382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3166382.750000 Penalty: 3362.781250
	Iteration 117Q: 3 clusters Score -3166383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3166384.500000 Penalty: 3362.781250
	Iteration 118Q: 3 clusters Score -3166384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3166388.500000 Penalty: 3362.781250
	Iteration 119Q: 3 clusters Score -3166388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3166390.500000 Penalty: 3362.781250
	Iteration 120F: 3 clusters Score -3166390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3166390.500000 Penalty: 3362.781250
	Iteration 121Q: 3 clusters Score -3166390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3166387.750000 Penalty: 3362.781250
	Iteration 122Q: 3 clusters Score -3166388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3166385.250000 Penalty: 3362.781250
	Iteration 123Q: 3 clusters Score -3166385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3166384.500000 Penalty: 3362.781250
	Iteration 124Q: 3 clusters Score -3166384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3166388.750000 Penalty: 3362.781250
	Iteration 125Q: 3 clusters Score -3166389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3166389.750000 Penalty: 3362.781250
	Iteration 126Q: 3 clusters Score -3166390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3166393.250000 Penalty: 3362.781250
	Iteration 127Q: 3 clusters Score -3166393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3166392.500000 Penalty: 3362.781250
	Iteration 128Q: 3 clusters Score -3166392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3166389.250000 Penalty: 3362.781250
	Iteration 129Q: 3 clusters Score -3166389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3166390.500000 Penalty: 3362.781250
	Iteration 130Q: 3 clusters Score -3166390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3166390.000000 Penalty: 3362.781250
	Iteration 131Q: 3 clusters Score -3166390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3166386.500000 Penalty: 3362.781250
	Iteration 132Q: 3 clusters Score -3166386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3166389.250000 Penalty: 3362.781250
	Iteration 133Q: 3 clusters Score -3166389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3166389.500000 Penalty: 3362.781250
	Iteration 134Q: 3 clusters Score -3166390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3166387.000000 Penalty: 3362.781250
	Iteration 135Q: 3 clusters Score -3166387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3166387.750000 Penalty: 3362.781250
	Iteration 136Q: 3 clusters Score -3166388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3166387.750000 Penalty: 3362.781250
	Iteration 137F: 3 clusters Score -3166388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Entering Unmasked Estep 
Score: -4000869.000000 Penalty: 1715.767456
	Iteration 0F: 2 clusters Score -4000869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3975181.250000 Penalty: 3431.534912
	Iteration 0F: 3 clusters Score -3975181 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3985321.750000 Penalty: 3431.534912
	Iteration 1F: 3 clusters Score -3985322 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3985800.750000 Penalty: 3431.534912
	Iteration 2Q: 3 clusters Score -3985801 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3986381.500000 Penalty: 3431.534912
	Iteration 3Q: 3 clusters Score -3986382 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3987142.250000 Penalty: 3431.534912
	Iteration 4Q: 3 clusters Score -3987142 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3988226.500000 Penalty: 3431.534912
	Iteration 5F: 3 clusters Score -3988226 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3989810.750000 Penalty: 3431.534912
	Iteration 6F: 3 clusters Score -3989811 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3992000.250000 Penalty: 3431.534912
	Iteration 7F: 3 clusters Score -3992000 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -3994521.750000 Penalty: 3431.534912
	Iteration 8F: 3 clusters Score -3994522 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -3996665.500000 Penalty: 3431.534912
	Iteration 9F: 3 clusters Score -3996666 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3998052.250000 Penalty: 3431.534912
	Iteration 10Q: 3 clusters Score -3998052 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -3998783.500000 Penalty: 3431.534912
	Iteration 11Q: 3 clusters Score -3998784 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3999111.000000 Penalty: 3431.534912
	Iteration 12Q: 3 clusters Score -3999111 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -3999264.500000 Penalty: 3431.534912
	Iteration 13Q: 3 clusters Score -3999264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -3999360.500000 Penalty: 3431.534912
	Iteration 14Q: 3 clusters Score -3999360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3999400.750000 Penalty: 3431.534912
	Iteration 15Q: 3 clusters Score -3999401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -3999425.250000 Penalty: 3431.534912
	Iteration 16Q: 3 clusters Score -3999425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3999450.750000 Penalty: 3431.534912
	Iteration 17Q: 3 clusters Score -3999451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3999472.250000 Penalty: 3431.534912
	Iteration 18Q: 3 clusters Score -3999472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -3999480.000000 Penalty: 3431.534912
	Iteration 19Q: 3 clusters Score -3999480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3999485.250000 Penalty: 3431.534912
	Iteration 20F: 3 clusters Score -3999485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3999494.750000 Penalty: 3431.534912
	Iteration 21Q: 3 clusters Score -3999495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -3999501.250000 Penalty: 3431.534912
	Iteration 22Q: 3 clusters Score -3999501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -3999503.000000 Penalty: 3431.534912
	Iteration 23Q: 3 clusters Score -3999503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -3999502.750000 Penalty: 3431.534912
	Iteration 24Q: 3 clusters Score -3999503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -3999505.500000 Penalty: 3431.534912
	Iteration 25Q: 3 clusters Score -3999506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -3999509.500000 Penalty: 3431.534912
	Iteration 26Q: 3 clusters Score -3999510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -3999511.500000 Penalty: 3431.534912
	Iteration 27Q: 3 clusters Score -3999512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -3999515.750000 Penalty: 3431.534912
	Iteration 28Q: 3 clusters Score -3999516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -3999521.000000 Penalty: 3431.534912
	Iteration 29Q: 3 clusters Score -3999521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -3999519.750000 Penalty: 3431.534912
	Iteration 30Q: 3 clusters Score -3999520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -3999521.750000 Penalty: 3431.534912
	Iteration 31Q: 3 clusters Score -3999522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3999522.250000 Penalty: 3431.534912
	Iteration 32Q: 3 clusters Score -3999522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -3999521.500000 Penalty: 3431.534912
	Iteration 33Q: 3 clusters Score -3999522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3999521.500000 Penalty: 3431.534912
	Iteration 34Q: 3 clusters Score -3999522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -3999521.500000 Penalty: 3431.534912
	Iteration 35F: 3 clusters Score -3999522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Entering Unmasked Estep 
Score: -13121446.000000 Penalty: 1908.113037
	Iteration 0F: 2 clusters Score -1.312145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -13037370.000000 Penalty: 3816.226074
	Iteration 0F: 3 clusters Score -1.303737e+07 nChanged 60404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -13072594.000000 Penalty: 3816.226074
	Iteration 1F: 3 clusters Score -1.307259e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -13073542.000000 Penalty: 3816.226074
	Iteration 2Q: 3 clusters Score -1.307354e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -13074492.000000 Penalty: 3816.226074
	Iteration 3Q: 3 clusters Score -1.307449e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -13075922.000000 Penalty: 3816.226074
	Iteration 4Q: 3 clusters Score -1.307592e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -13077883.000000 Penalty: 3816.226074
	Iteration 5Q: 3 clusters Score -1.307788e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -13081078.000000 Penalty: 3816.226074
	Iteration 6F: 3 clusters Score -1.308108e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -13086101.000000 Penalty: 3816.226074
	Iteration 7F: 3 clusters Score -1.30861e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -13092435.000000 Penalty: 3816.226074
	Iteration 8F: 3 clusters Score -1.309244e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -13099155.000000 Penalty: 3816.226074
	Iteration 9F: 3 clusters Score -1.309916e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -13104433.000000 Penalty: 3816.226074
	Iteration 10F: 3 clusters Score -1.310443e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -13108110.000000 Penalty: 3816.226074
	Iteration 11Q: 3 clusters Score -1.310811e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109765 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -13110479.000000 Penalty: 3816.226074
	Iteration 12Q: 3 clusters Score -1.311048e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112574 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -13112316.000000 Penalty: 3816.226074
	Iteration 13Q: 3 clusters Score -1.311232e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -13113742.000000 Penalty: 3816.226074
	Iteration 14Q: 3 clusters Score -1.311374e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -13114920.000000 Penalty: 3816.226074
	Iteration 15Q: 3 clusters Score -1.311492e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -13115953.000000 Penalty: 3816.226074
	Iteration 16Q: 3 clusters Score -1.311595e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -13116830.000000 Penalty: 3816.226074
	Iteration 17Q: 3 clusters Score -1.311683e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -13117489.000000 Penalty: 3816.226074
	Iteration 18Q: 3 clusters Score -1.311749e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122104 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -13118075.000000 Penalty: 3816.226074
	Iteration 19Q: 3 clusters Score -1.311808e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13118542.000000 Penalty: 3816.226074
	Iteration 20F: 3 clusters Score -1.311854e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123442 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13118798.000000 Penalty: 3816.226074
	Iteration 21Q: 3 clusters Score -1.31188e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123898 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13119059.000000 Penalty: 3816.226074
	Iteration 22Q: 3 clusters Score -1.311906e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -13119304.000000 Penalty: 3816.226074
	Iteration 23Q: 3 clusters Score -1.31193e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13119444.000000 Penalty: 3816.226074
	Iteration 24Q: 3 clusters Score -1.311944e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13119553.000000 Penalty: 3816.226074
	Iteration 25Q: 3 clusters Score -1.311955e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124813 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13119639.000000 Penalty: 3816.226074
	Iteration 26Q: 3 clusters Score -1.311964e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13119675.000000 Penalty: 3816.226074
	Iteration 27Q: 3 clusters Score -1.311968e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13119708.000000 Penalty: 3816.226074
	Iteration 28Q: 3 clusters Score -1.311971e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13119734.000000 Penalty: 3816.226074
	Iteration 29Q: 3 clusters Score -1.311973e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125068 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13119771.000000 Penalty: 3816.226074
	Iteration 30Q: 3 clusters Score -1.311977e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13119794.000000 Penalty: 3816.226074
	Iteration 31Q: 3 clusters Score -1.311979e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13119832.000000 Penalty: 3816.226074
	Iteration 32Q: 3 clusters Score -1.311983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125145 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13119830.000000 Penalty: 3816.226074
	Iteration 33Q: 3 clusters Score -1.311983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13119851.000000 Penalty: 3816.226074
	Iteration 34Q: 3 clusters Score -1.311985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13119853.000000 Penalty: 3816.226074
	Iteration 35Q: 3 clusters Score -1.311985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13119855.000000 Penalty: 3816.226074
	Iteration 36Q: 3 clusters Score -1.311986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125198 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13119857.000000 Penalty: 3816.226074
	Iteration 37Q: 3 clusters Score -1.311986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125204 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13119856.000000 Penalty: 3816.226074
	Iteration 38Q: 3 clusters Score -1.311986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13119868.000000 Penalty: 3816.226074
	Iteration 39Q: 3 clusters Score -1.311987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13119877.000000 Penalty: 3816.226074
	Iteration 40F: 3 clusters Score -1.311988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13119868.000000 Penalty: 3816.226074
	Iteration 41Q: 3 clusters Score -1.311987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125216 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13119864.000000 Penalty: 3816.226074
	Iteration 42Q: 3 clusters Score -1.311986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13119869.000000 Penalty: 3816.226074
	Iteration 43Q: 3 clusters Score -1.311987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13119865.000000 Penalty: 3816.226074
	Iteration 44Q: 3 clusters Score -1.311986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13119874.000000 Penalty: 3816.226074
	Iteration 45Q: 3 clusters Score -1.311987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13119882.000000 Penalty: 3816.226074
	Iteration 46Q: 3 clusters Score -1.311988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13119880.000000 Penalty: 3816.226074
	Iteration 47Q: 3 clusters Score -1.311988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13119883.000000 Penalty: 3816.226074
	Iteration 48Q: 3 clusters Score -1.311988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13119887.000000 Penalty: 3816.226074
	Iteration 49Q: 3 clusters Score -1.311989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125248 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13119890.000000 Penalty: 3816.226074
	Iteration 50Q: 3 clusters Score -1.311989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13119898.000000 Penalty: 3816.226074
	Iteration 51Q: 3 clusters Score -1.31199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125253 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13119898.000000 Penalty: 3816.226074
	Iteration 52Q: 3 clusters Score -1.31199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125253 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13119895.000000 Penalty: 3816.226074
	Iteration 53Q: 3 clusters Score -1.31199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13119895.000000 Penalty: 3816.226074
	Iteration 54Q: 3 clusters Score -1.31199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13119898.000000 Penalty: 3816.226074
	Iteration 55Q: 3 clusters Score -1.31199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13119899.000000 Penalty: 3816.226074
	Iteration 56Q: 3 clusters Score -1.31199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125267 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13119902.000000 Penalty: 3816.226074
	Iteration 57Q: 3 clusters Score -1.31199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125269 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13119906.000000 Penalty: 3816.226074
	Iteration 58Q: 3 clusters Score -1.311991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13119906.000000 Penalty: 3816.226074
	Iteration 59Q: 3 clusters Score -1.311991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13119906.000000 Penalty: 3816.226074
	Iteration 60F: 3 clusters Score -1.311991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Entering Unmasked Estep 
Score: -7052913.000000 Penalty: 1804.850952
	Iteration 0F: 2 clusters Score -7052913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -7008117.500000 Penalty: 3609.701904
	Iteration 0F: 3 clusters Score -7008118 nChanged 31820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7026761.000000 Penalty: 3609.701904
	Iteration 1F: 3 clusters Score -7026761 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7028147.000000 Penalty: 3609.701904
	Iteration 2Q: 3 clusters Score -7028147 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -7030127.000000 Penalty: 3609.701904
	Iteration 3F: 3 clusters Score -7030127 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -7032413.000000 Penalty: 3609.701904
	Iteration 4F: 3 clusters Score -7032413 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -7034642.500000 Penalty: 3609.701904
	Iteration 5F: 3 clusters Score -7034642 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -7036291.500000 Penalty: 3609.701904
	Iteration 6F: 3 clusters Score -7036292 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -7037339.500000 Penalty: 3609.701904
	Iteration 7Q: 3 clusters Score -7037340 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -7038064.500000 Penalty: 3609.701904
	Iteration 8Q: 3 clusters Score -7038064 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -7038514.500000 Penalty: 3609.701904
	Iteration 9Q: 3 clusters Score -7038514 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7038816.000000 Penalty: 3609.701904
	Iteration 10Q: 3 clusters Score -7038816 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -7039077.500000 Penalty: 3609.701904
	Iteration 11Q: 3 clusters Score -7039078 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -7039276.000000 Penalty: 3609.701904
	Iteration 12Q: 3 clusters Score -7039276 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -7039453.500000 Penalty: 3609.701904
	Iteration 13Q: 3 clusters Score -7039454 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7039639.500000 Penalty: 3609.701904
	Iteration 14Q: 3 clusters Score -7039640 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7039827.500000 Penalty: 3609.701904
	Iteration 15Q: 3 clusters Score -7039828 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7040063.000000 Penalty: 3609.701904
	Iteration 16Q: 3 clusters Score -7040063 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7040293.500000 Penalty: 3609.701904
	Iteration 17Q: 3 clusters Score -7040294 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7040586.000000 Penalty: 3609.701904
	Iteration 18Q: 3 clusters Score -7040586 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -7040920.500000 Penalty: 3609.701904
	Iteration 19Q: 3 clusters Score -7040920 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -7041275.500000 Penalty: 3609.701904
	Iteration 20F: 3 clusters Score -7041276 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -7041644.500000 Penalty: 3609.701904
	Iteration 21Q: 3 clusters Score -7041644 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -7042107.000000 Penalty: 3609.701904
	Iteration 22Q: 3 clusters Score -7042107 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7042619.000000 Penalty: 3609.701904
	Iteration 23Q: 3 clusters Score -7042619 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -7043196.000000 Penalty: 3609.701904
	Iteration 24Q: 3 clusters Score -7043196 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -7043772.500000 Penalty: 3609.701904
	Iteration 25Q: 3 clusters Score -7043772 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -7044489.000000 Penalty: 3609.701904
	Iteration 26Q: 3 clusters Score -7044489 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7045368.000000 Penalty: 3609.701904
	Iteration 27Q: 3 clusters Score -7045368 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -7046301.500000 Penalty: 3609.701904
	Iteration 28Q: 3 clusters Score -7046302 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -7047283.000000 Penalty: 3609.701904
	Iteration 29Q: 3 clusters Score -7047283 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -7048170.000000 Penalty: 3609.701904
	Iteration 30Q: 3 clusters Score -7048170 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -7049002.500000 Penalty: 3609.701904
	Iteration 31Q: 3 clusters Score -7049002 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -7049672.000000 Penalty: 3609.701904
	Iteration 32Q: 3 clusters Score -7049672 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -7050160.500000 Penalty: 3609.701904
	Iteration 33Q: 3 clusters Score -7050160 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -7050538.000000 Penalty: 3609.701904
	Iteration 34Q: 3 clusters Score -7050538 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -7050789.500000 Penalty: 3609.701904
	Iteration 35Q: 3 clusters Score -7050790 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -7050942.000000 Penalty: 3609.701904
	Iteration 36Q: 3 clusters Score -7050942 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -7051059.500000 Penalty: 3609.701904
	Iteration 37Q: 3 clusters Score -7051060 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -7051157.500000 Penalty: 3609.701904
	Iteration 38Q: 3 clusters Score -7051158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -7051219.000000 Penalty: 3609.701904
	Iteration 39Q: 3 clusters Score -7051219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -7051248.000000 Penalty: 3609.701904
	Iteration 40F: 3 clusters Score -7051248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -7051285.500000 Penalty: 3609.701904
	Iteration 41Q: 3 clusters Score -7051286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -7051305.500000 Penalty: 3609.701904
	Iteration 42Q: 3 clusters Score -7051306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -7051331.500000 Penalty: 3609.701904
	Iteration 43Q: 3 clusters Score -7051332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -7051345.500000 Penalty: 3609.701904
	Iteration 44Q: 3 clusters Score -7051346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -7051351.000000 Penalty: 3609.701904
	Iteration 45Q: 3 clusters Score -7051351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -7051357.500000 Penalty: 3609.701904
	Iteration 46Q: 3 clusters Score -7051358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -7051362.500000 Penalty: 3609.701904
	Iteration 47Q: 3 clusters Score -7051362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -7051365.500000 Penalty: 3609.701904
	Iteration 48Q: 3 clusters Score -7051366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -7051371.500000 Penalty: 3609.701904
	Iteration 49Q: 3 clusters Score -7051372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -7051372.000000 Penalty: 3609.701904
	Iteration 50Q: 3 clusters Score -7051372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -7051373.500000 Penalty: 3609.701904
	Iteration 51Q: 3 clusters Score -7051374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -7051382.500000 Penalty: 3609.701904
	Iteration 52Q: 3 clusters Score -7051382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -7051381.500000 Penalty: 3609.701904
	Iteration 53Q: 3 clusters Score -7051382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -7051381.500000 Penalty: 3609.701904
	Iteration 54F: 3 clusters Score -7051382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Entering Unmasked Estep 
Score: -17725690.000000 Penalty: 1955.945679
	Iteration 0F: 2 clusters Score -1.772569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -17628074.000000 Penalty: 3911.891357
	Iteration 0F: 3 clusters Score -1.762807e+07 nChanged 81588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -17676078.000000 Penalty: 3911.891357
	Iteration 1F: 3 clusters Score -1.767608e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -17677450.000000 Penalty: 3911.891357
	Iteration 2Q: 3 clusters Score -1.767745e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 99858 members 
Entering Unmasked Estep 
Score: -17679820.000000 Penalty: 3911.891357
	Iteration 3Q: 3 clusters Score -1.767982e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 108744 members 
Entering Unmasked Estep 
Score: -17684728.000000 Penalty: 3911.891357
	Iteration 4F: 3 clusters Score -1.768473e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 121223 members 
Entering Unmasked Estep 
Score: -17693956.000000 Penalty: 3911.891357
	Iteration 5F: 3 clusters Score -1.769396e+07 nChanged 15297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 136326 members 
Entering Unmasked Estep 
Score: -17707228.000000 Penalty: 3911.891357
	Iteration 6F: 3 clusters Score -1.770723e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 150323 members 
Entering Unmasked Estep 
Score: -17718528.000000 Penalty: 3911.891357
	Iteration 7F: 3 clusters Score -1.771853e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -17722476.000000 Penalty: 3911.891357
	Iteration 8F: 3 clusters Score -1.772248e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 164586 members 
Entering Unmasked Estep 
Score: -17723828.000000 Penalty: 3911.891357
	Iteration 9Q: 3 clusters Score -1.772383e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 166604 members 
Entering Unmasked Estep 
Score: -17724326.000000 Penalty: 3911.891357
	Iteration 10Q: 3 clusters Score -1.772433e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -17724404.000000 Penalty: 3911.891357
	Iteration 11Q: 3 clusters Score -1.77244e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 167786 members 
Entering Unmasked Estep 
Score: -17724486.000000 Penalty: 3911.891357
	Iteration 12Q: 3 clusters Score -1.772449e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -17724590.000000 Penalty: 3911.891357
	Iteration 13Q: 3 clusters Score -1.772459e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -17724608.000000 Penalty: 3911.891357
	Iteration 14Q: 3 clusters Score -1.772461e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -17724640.000000 Penalty: 3911.891357
	Iteration 15Q: 3 clusters Score -1.772464e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -17724634.000000 Penalty: 3911.891357
	Iteration 16Q: 3 clusters Score -1.772463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -17724658.000000 Penalty: 3911.891357
	Iteration 17Q: 3 clusters Score -1.772466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -17724670.000000 Penalty: 3911.891357
	Iteration 18Q: 3 clusters Score -1.772467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 168135 members 
Entering Unmasked Estep 
Score: -17724674.000000 Penalty: 3911.891357
	Iteration 19Q: 3 clusters Score -1.772467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -17724686.000000 Penalty: 3911.891357
	Iteration 20F: 3 clusters Score -1.772469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 168154 members 
Entering Unmasked Estep 
Score: -17724684.000000 Penalty: 3911.891357
	Iteration 21Q: 3 clusters Score -1.772468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 168164 members 
Entering Unmasked Estep 
Score: -17724702.000000 Penalty: 3911.891357
	Iteration 22Q: 3 clusters Score -1.77247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -17724688.000000 Penalty: 3911.891357
	Iteration 23Q: 3 clusters Score -1.772469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 168178 members 
Entering Unmasked Estep 
Score: -17724678.000000 Penalty: 3911.891357
	Iteration 24Q: 3 clusters Score -1.772468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -17724688.000000 Penalty: 3911.891357
	Iteration 25Q: 3 clusters Score -1.772469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 168185 members 
Entering Unmasked Estep 
Score: -17724674.000000 Penalty: 3911.891357
	Iteration 26Q: 3 clusters Score -1.772467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -17724674.000000 Penalty: 3911.891357
	Iteration 27Q: 3 clusters Score -1.772467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -17724682.000000 Penalty: 3911.891357
	Iteration 28Q: 3 clusters Score -1.772468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -17724666.000000 Penalty: 3911.891357
	Iteration 29Q: 3 clusters Score -1.772467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 168189 members 
Entering Unmasked Estep 
Score: -17724678.000000 Penalty: 3911.891357
	Iteration 30Q: 3 clusters Score -1.772468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 168192 members 
Entering Unmasked Estep 
Score: -17724690.000000 Penalty: 3911.891357
	Iteration 31Q: 3 clusters Score -1.772469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -17724680.000000 Penalty: 3911.891357
	Iteration 32Q: 3 clusters Score -1.772468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -17724684.000000 Penalty: 3911.891357
	Iteration 33Q: 3 clusters Score -1.772468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -17724684.000000 Penalty: 3911.891357
	Iteration 34F: 3 clusters Score -1.772468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -133074.234375 Penalty: 1199.190186
	Iteration 0F: 2 clusters Score -133074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -131284.968750 Penalty: 2398.380371
	Iteration 0F: 3 clusters Score -131285 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -131770.984375 Penalty: 2398.380371
	Iteration 1F: 3 clusters Score -131771 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -132017.437500 Penalty: 2398.380371
	Iteration 2F: 3 clusters Score -132017.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -132282.437500 Penalty: 2398.380371
	Iteration 3F: 3 clusters Score -132282.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -132495.906250 Penalty: 2398.380371
	Iteration 4F: 3 clusters Score -132495.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -132634.562500 Penalty: 2398.380371
	Iteration 5F: 3 clusters Score -132634.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -132735.593750 Penalty: 2398.380371
	Iteration 6Q: 3 clusters Score -132735.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -132794.671875 Penalty: 2398.380371
	Iteration 7Q: 3 clusters Score -132794.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132822.046875 Penalty: 2398.380371
	Iteration 8Q: 3 clusters Score -132822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -132840.437500 Penalty: 2398.380371
	Iteration 9Q: 3 clusters Score -132840.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -132857.437500 Penalty: 2398.380371
	Iteration 10Q: 3 clusters Score -132857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132870.765625 Penalty: 2398.380371
	Iteration 11Q: 3 clusters Score -132870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -132883.218750 Penalty: 2398.380371
	Iteration 12Q: 3 clusters Score -132883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -132896.125000 Penalty: 2398.380371
	Iteration 13Q: 3 clusters Score -132896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -132911.671875 Penalty: 2398.380371
	Iteration 14Q: 3 clusters Score -132911.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -132921.375000 Penalty: 2398.380371
	Iteration 15Q: 3 clusters Score -132921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -132930.015625 Penalty: 2398.380371
	Iteration 16Q: 3 clusters Score -132930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -132936.296875 Penalty: 2398.380371
	Iteration 17Q: 3 clusters Score -132936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -132940.703125 Penalty: 2398.380371
	Iteration 18Q: 3 clusters Score -132940.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -132944.984375 Penalty: 2398.380371
	Iteration 19Q: 3 clusters Score -132945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -132948.234375 Penalty: 2398.380371
	Iteration 20F: 3 clusters Score -132948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -132950.125000 Penalty: 2398.380371
	Iteration 21Q: 3 clusters Score -132950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -132951.437500 Penalty: 2398.380371
	Iteration 22Q: 3 clusters Score -132951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -132951.984375 Penalty: 2398.380371
	Iteration 23Q: 3 clusters Score -132952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -132951.984375 Penalty: 2398.380371
	Iteration 24F: 3 clusters Score -132952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Entering Unmasked Estep 
Score: -10371857.000000 Penalty: 1869.338623
	Iteration 0F: 2 clusters Score -1.037186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -10305774.000000 Penalty: 3738.677246
	Iteration 0F: 3 clusters Score -1.030577e+07 nChanged 47611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -10333412.000000 Penalty: 3738.677246
	Iteration 1F: 3 clusters Score -1.033341e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -10334279.000000 Penalty: 3738.677246
	Iteration 2Q: 3 clusters Score -1.033428e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -10335246.000000 Penalty: 3738.677246
	Iteration 3Q: 3 clusters Score -1.033525e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -10336588.000000 Penalty: 3738.677246
	Iteration 4Q: 3 clusters Score -1.033659e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -10338487.000000 Penalty: 3738.677246
	Iteration 5Q: 3 clusters Score -1.033849e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -10341577.000000 Penalty: 3738.677246
	Iteration 6F: 3 clusters Score -1.034158e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -10346417.000000 Penalty: 3738.677246
	Iteration 7F: 3 clusters Score -1.034642e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -10353085.000000 Penalty: 3738.677246
	Iteration 8F: 3 clusters Score -1.035308e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -10360107.000000 Penalty: 3738.677246
	Iteration 9F: 3 clusters Score -1.036011e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -10365496.000000 Penalty: 3738.677246
	Iteration 10F: 3 clusters Score -1.03655e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10368452.000000 Penalty: 3738.677246
	Iteration 11Q: 3 clusters Score -1.036845e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10369556.000000 Penalty: 3738.677246
	Iteration 12Q: 3 clusters Score -1.036956e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10369923.000000 Penalty: 3738.677246
	Iteration 13Q: 3 clusters Score -1.036992e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10370071.000000 Penalty: 3738.677246
	Iteration 14Q: 3 clusters Score -1.037007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10370122.000000 Penalty: 3738.677246
	Iteration 15Q: 3 clusters Score -1.037012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10370163.000000 Penalty: 3738.677246
	Iteration 16Q: 3 clusters Score -1.037016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10370176.000000 Penalty: 3738.677246
	Iteration 17Q: 3 clusters Score -1.037018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10370199.000000 Penalty: 3738.677246
	Iteration 18Q: 3 clusters Score -1.03702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10370215.000000 Penalty: 3738.677246
	Iteration 19Q: 3 clusters Score -1.037022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10370232.000000 Penalty: 3738.677246
	Iteration 20F: 3 clusters Score -1.037023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10370236.000000 Penalty: 3738.677246
	Iteration 21Q: 3 clusters Score -1.037024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10370248.000000 Penalty: 3738.677246
	Iteration 22Q: 3 clusters Score -1.037025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10370240.000000 Penalty: 3738.677246
	Iteration 23Q: 3 clusters Score -1.037024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10370255.000000 Penalty: 3738.677246
	Iteration 24Q: 3 clusters Score -1.037026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10370254.000000 Penalty: 3738.677246
	Iteration 25Q: 3 clusters Score -1.037025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10370255.000000 Penalty: 3738.677246
	Iteration 26Q: 3 clusters Score -1.037026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10370253.000000 Penalty: 3738.677246
	Iteration 27Q: 3 clusters Score -1.037025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10370253.000000 Penalty: 3738.677246
	Iteration 28F: 3 clusters Score -1.037025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Entering Unmasked Estep 
Score: -10710599.000000 Penalty: 1874.014038
	Iteration 0F: 2 clusters Score -1.07106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -10642725.000000 Penalty: 3748.028076
	Iteration 0F: 3 clusters Score -1.064272e+07 nChanged 48780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -10671094.000000 Penalty: 3748.028076
	Iteration 1F: 3 clusters Score -1.067109e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -10672281.000000 Penalty: 3748.028076
	Iteration 2Q: 3 clusters Score -1.067228e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -10673935.000000 Penalty: 3748.028076
	Iteration 3Q: 3 clusters Score -1.067394e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -10676662.000000 Penalty: 3748.028076
	Iteration 4F: 3 clusters Score -1.067666e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -10680876.000000 Penalty: 3748.028076
	Iteration 5F: 3 clusters Score -1.068088e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -10686530.000000 Penalty: 3748.028076
	Iteration 6F: 3 clusters Score -1.068653e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -10692954.000000 Penalty: 3748.028076
	Iteration 7F: 3 clusters Score -1.069295e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -10698775.000000 Penalty: 3748.028076
	Iteration 8F: 3 clusters Score -1.069878e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -10703387.000000 Penalty: 3748.028076
	Iteration 9Q: 3 clusters Score -1.070339e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -10706266.000000 Penalty: 3748.028076
	Iteration 10Q: 3 clusters Score -1.070627e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10707823.000000 Penalty: 3748.028076
	Iteration 11Q: 3 clusters Score -1.070782e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10708464.000000 Penalty: 3748.028076
	Iteration 12Q: 3 clusters Score -1.070846e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10708735.000000 Penalty: 3748.028076
	Iteration 13Q: 3 clusters Score -1.070874e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10708894.000000 Penalty: 3748.028076
	Iteration 14Q: 3 clusters Score -1.070889e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10709009.000000 Penalty: 3748.028076
	Iteration 15Q: 3 clusters Score -1.070901e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10709080.000000 Penalty: 3748.028076
	Iteration 16Q: 3 clusters Score -1.070908e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10709133.000000 Penalty: 3748.028076
	Iteration 17Q: 3 clusters Score -1.070913e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10709166.000000 Penalty: 3748.028076
	Iteration 18Q: 3 clusters Score -1.070917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10709180.000000 Penalty: 3748.028076
	Iteration 19Q: 3 clusters Score -1.070918e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10709194.000000 Penalty: 3748.028076
	Iteration 20F: 3 clusters Score -1.070919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10709213.000000 Penalty: 3748.028076
	Iteration 21Q: 3 clusters Score -1.070921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10709225.000000 Penalty: 3748.028076
	Iteration 22Q: 3 clusters Score -1.070922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10709232.000000 Penalty: 3748.028076
	Iteration 23Q: 3 clusters Score -1.070923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10709240.000000 Penalty: 3748.028076
	Iteration 24Q: 3 clusters Score -1.070924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10709235.000000 Penalty: 3748.028076
	Iteration 25Q: 3 clusters Score -1.070924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10709249.000000 Penalty: 3748.028076
	Iteration 26Q: 3 clusters Score -1.070925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10709254.000000 Penalty: 3748.028076
	Iteration 27Q: 3 clusters Score -1.070925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10709254.000000 Penalty: 3748.028076
	Iteration 28Q: 3 clusters Score -1.070925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10709258.000000 Penalty: 3748.028076
	Iteration 29Q: 3 clusters Score -1.070926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10709259.000000 Penalty: 3748.028076
	Iteration 30Q: 3 clusters Score -1.070926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10709260.000000 Penalty: 3748.028076
	Iteration 31Q: 3 clusters Score -1.070926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10709254.000000 Penalty: 3748.028076
	Iteration 32Q: 3 clusters Score -1.070925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10709258.000000 Penalty: 3748.028076
	Iteration 33Q: 3 clusters Score -1.070926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10709252.000000 Penalty: 3748.028076
	Iteration 34Q: 3 clusters Score -1.070925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10709252.000000 Penalty: 3748.028076
	Iteration 35F: 3 clusters Score -1.070925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -179454.265625 Penalty: 1237.965820
	Iteration 0F: 2 clusters Score -179454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177386.156250 Penalty: 2475.931641
	Iteration 0F: 3 clusters Score -177386.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -177929.140625 Penalty: 2475.931641
	Iteration 1F: 3 clusters Score -177929.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178102.953125 Penalty: 2475.931641
	Iteration 2F: 3 clusters Score -178103 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178230.078125 Penalty: 2475.931641
	Iteration 3F: 3 clusters Score -178230.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178348.125000 Penalty: 2475.931641
	Iteration 4Q: 3 clusters Score -178348.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178508.593750 Penalty: 2475.931641
	Iteration 5F: 3 clusters Score -178508.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178722.312500 Penalty: 2475.931641
	Iteration 6F: 3 clusters Score -178722.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -178960.843750 Penalty: 2475.931641
	Iteration 7F: 3 clusters Score -178960.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -179164.437500 Penalty: 2475.931641
	Iteration 8F: 3 clusters Score -179164.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179325.000000 Penalty: 2475.931641
	Iteration 9F: 3 clusters Score -179325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -179446.609375 Penalty: 2475.931641
	Iteration 10Q: 3 clusters Score -179446.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -179529.687500 Penalty: 2475.931641
	Iteration 11Q: 3 clusters Score -179529.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -179578.109375 Penalty: 2475.931641
	Iteration 12Q: 3 clusters Score -179578.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179588.687500 Penalty: 2475.931641
	Iteration 13Q: 3 clusters Score -179588.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -179594.468750 Penalty: 2475.931641
	Iteration 14Q: 3 clusters Score -179594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -179597.578125 Penalty: 2475.931641
	Iteration 15Q: 3 clusters Score -179597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179602.093750 Penalty: 2475.931641
	Iteration 16Q: 3 clusters Score -179602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179605.968750 Penalty: 2475.931641
	Iteration 17Q: 3 clusters Score -179606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179608.546875 Penalty: 2475.931641
	Iteration 18Q: 3 clusters Score -179608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179608.546875 Penalty: 2475.931641
	Iteration 19F: 3 clusters Score -179608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31465 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5224 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28528 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2844 members 
Mstep: Class 50 contains 800 members 
Entering Unmasked Estep 
Score: -154064144.000000 Penalty: 115734.070312
Splitting cluster 23 changes total score from -154065008.000000 to -154064144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (37828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Entering Unmasked Estep 
Score: -3932165.000000 Penalty: 1712.880737
	Iteration 0F: 2 clusters Score -3932165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3906734.750000 Penalty: 3425.761475
	Iteration 0F: 3 clusters Score -3906735 nChanged 17696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3916430.750000 Penalty: 3425.761475
	Iteration 1F: 3 clusters Score -3916431 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3916937.250000 Penalty: 3425.761475
	Iteration 2Q: 3 clusters Score -3916937 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3917488.500000 Penalty: 3425.761475
	Iteration 3Q: 3 clusters Score -3917488 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3918202.250000 Penalty: 3425.761475
	Iteration 4Q: 3 clusters Score -3918202 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3919157.000000 Penalty: 3425.761475
	Iteration 5F: 3 clusters Score -3919157 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3920456.750000 Penalty: 3425.761475
	Iteration 6F: 3 clusters Score -3920457 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3922170.000000 Penalty: 3425.761475
	Iteration 7F: 3 clusters Score -3922170 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3924159.250000 Penalty: 3425.761475
	Iteration 8F: 3 clusters Score -3924159 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3926142.250000 Penalty: 3425.761475
	Iteration 9F: 3 clusters Score -3926142 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3927712.000000 Penalty: 3425.761475
	Iteration 10Q: 3 clusters Score -3927712 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3928515.750000 Penalty: 3425.761475
	Iteration 11Q: 3 clusters Score -3928516 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3928850.750000 Penalty: 3425.761475
	Iteration 12Q: 3 clusters Score -3928851 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3928993.000000 Penalty: 3425.761475
	Iteration 13Q: 3 clusters Score -3928993 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3929126.750000 Penalty: 3425.761475
	Iteration 14Q: 3 clusters Score -3929127 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3929209.750000 Penalty: 3425.761475
	Iteration 15Q: 3 clusters Score -3929210 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3929291.500000 Penalty: 3425.761475
	Iteration 16Q: 3 clusters Score -3929292 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3929377.250000 Penalty: 3425.761475
	Iteration 17Q: 3 clusters Score -3929377 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3929467.500000 Penalty: 3425.761475
	Iteration 18Q: 3 clusters Score -3929468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3929558.000000 Penalty: 3425.761475
	Iteration 19Q: 3 clusters Score -3929558 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3929640.500000 Penalty: 3425.761475
	Iteration 20F: 3 clusters Score -3929640 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3929731.750000 Penalty: 3425.761475
	Iteration 21Q: 3 clusters Score -3929732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3929834.250000 Penalty: 3425.761475
	Iteration 22Q: 3 clusters Score -3929834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3929905.250000 Penalty: 3425.761475
	Iteration 23Q: 3 clusters Score -3929905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3929955.750000 Penalty: 3425.761475
	Iteration 24Q: 3 clusters Score -3929956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3930014.250000 Penalty: 3425.761475
	Iteration 25Q: 3 clusters Score -3930014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3930080.250000 Penalty: 3425.761475
	Iteration 26Q: 3 clusters Score -3930080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3930120.000000 Penalty: 3425.761475
	Iteration 27Q: 3 clusters Score -3930120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3930167.000000 Penalty: 3425.761475
	Iteration 28Q: 3 clusters Score -3930167 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3930196.500000 Penalty: 3425.761475
	Iteration 29Q: 3 clusters Score -3930196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3930233.750000 Penalty: 3425.761475
	Iteration 30Q: 3 clusters Score -3930234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3930272.250000 Penalty: 3425.761475
	Iteration 31Q: 3 clusters Score -3930272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3930309.500000 Penalty: 3425.761475
	Iteration 32Q: 3 clusters Score -3930310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3930346.250000 Penalty: 3425.761475
	Iteration 33Q: 3 clusters Score -3930346 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3930361.250000 Penalty: 3425.761475
	Iteration 34Q: 3 clusters Score -3930361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3930386.750000 Penalty: 3425.761475
	Iteration 35Q: 3 clusters Score -3930387 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3930416.500000 Penalty: 3425.761475
	Iteration 36Q: 3 clusters Score -3930416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3930442.500000 Penalty: 3425.761475
	Iteration 37Q: 3 clusters Score -3930442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3930451.250000 Penalty: 3425.761475
	Iteration 38Q: 3 clusters Score -3930451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3930479.000000 Penalty: 3425.761475
	Iteration 39Q: 3 clusters Score -3930479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3930484.000000 Penalty: 3425.761475
	Iteration 40F: 3 clusters Score -3930484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3930502.750000 Penalty: 3425.761475
	Iteration 41Q: 3 clusters Score -3930503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3930515.750000 Penalty: 3425.761475
	Iteration 42Q: 3 clusters Score -3930516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3930533.750000 Penalty: 3425.761475
	Iteration 43Q: 3 clusters Score -3930534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3930540.500000 Penalty: 3425.761475
	Iteration 44Q: 3 clusters Score -3930540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3930552.500000 Penalty: 3425.761475
	Iteration 45Q: 3 clusters Score -3930552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3930559.750000 Penalty: 3425.761475
	Iteration 46Q: 3 clusters Score -3930560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3930575.500000 Penalty: 3425.761475
	Iteration 47Q: 3 clusters Score -3930576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3930592.500000 Penalty: 3425.761475
	Iteration 48Q: 3 clusters Score -3930592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3930599.250000 Penalty: 3425.761475
	Iteration 49Q: 3 clusters Score -3930599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3930612.500000 Penalty: 3425.761475
	Iteration 50Q: 3 clusters Score -3930612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3930624.000000 Penalty: 3425.761475
	Iteration 51Q: 3 clusters Score -3930624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3930632.750000 Penalty: 3425.761475
	Iteration 52Q: 3 clusters Score -3930633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3930632.250000 Penalty: 3425.761475
	Iteration 53Q: 3 clusters Score -3930632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3930643.000000 Penalty: 3425.761475
	Iteration 54Q: 3 clusters Score -3930643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3930637.250000 Penalty: 3425.761475
	Iteration 55Q: 3 clusters Score -3930637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3930645.750000 Penalty: 3425.761475
	Iteration 56Q: 3 clusters Score -3930646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3930646.000000 Penalty: 3425.761475
	Iteration 57Q: 3 clusters Score -3930646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3930651.500000 Penalty: 3425.761475
	Iteration 58Q: 3 clusters Score -3930652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3930647.250000 Penalty: 3425.761475
	Iteration 59Q: 3 clusters Score -3930647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3930647.500000 Penalty: 3425.761475
	Iteration 60F: 3 clusters Score -3930648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3930650.500000 Penalty: 3425.761475
	Iteration 61Q: 3 clusters Score -3930650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3930657.750000 Penalty: 3425.761475
	Iteration 62Q: 3 clusters Score -3930658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3930658.500000 Penalty: 3425.761475
	Iteration 63Q: 3 clusters Score -3930658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3930668.500000 Penalty: 3425.761475
	Iteration 64Q: 3 clusters Score -3930668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3930665.500000 Penalty: 3425.761475
	Iteration 65Q: 3 clusters Score -3930666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3930674.250000 Penalty: 3425.761475
	Iteration 66Q: 3 clusters Score -3930674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3930681.500000 Penalty: 3425.761475
	Iteration 67Q: 3 clusters Score -3930682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3930681.000000 Penalty: 3425.761475
	Iteration 68Q: 3 clusters Score -3930681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3930678.500000 Penalty: 3425.761475
	Iteration 69Q: 3 clusters Score -3930678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3930683.000000 Penalty: 3425.761475
	Iteration 70Q: 3 clusters Score -3930683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3930680.750000 Penalty: 3425.761475
	Iteration 71Q: 3 clusters Score -3930681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3930684.500000 Penalty: 3425.761475
	Iteration 72Q: 3 clusters Score -3930684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3930681.500000 Penalty: 3425.761475
	Iteration 73Q: 3 clusters Score -3930682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3930680.250000 Penalty: 3425.761475
	Iteration 74Q: 3 clusters Score -3930680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3930680.000000 Penalty: 3425.761475
	Iteration 75Q: 3 clusters Score -3930680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3930682.000000 Penalty: 3425.761475
	Iteration 76Q: 3 clusters Score -3930682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3930682.750000 Penalty: 3425.761475
	Iteration 77Q: 3 clusters Score -3930683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3930680.500000 Penalty: 3425.761475
	Iteration 78Q: 3 clusters Score -3930680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3930683.000000 Penalty: 3425.761475
	Iteration 79Q: 3 clusters Score -3930683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3930685.000000 Penalty: 3425.761475
	Iteration 80F: 3 clusters Score -3930685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3930684.500000 Penalty: 3425.761475
	Iteration 81Q: 3 clusters Score -3930684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3930680.750000 Penalty: 3425.761475
	Iteration 82Q: 3 clusters Score -3930681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3930684.500000 Penalty: 3425.761475
	Iteration 83Q: 3 clusters Score -3930684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3930688.750000 Penalty: 3425.761475
	Iteration 84Q: 3 clusters Score -3930689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3930685.750000 Penalty: 3425.761475
	Iteration 85Q: 3 clusters Score -3930686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3930685.500000 Penalty: 3425.761475
	Iteration 86Q: 3 clusters Score -3930686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3930685.250000 Penalty: 3425.761475
	Iteration 87Q: 3 clusters Score -3930685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3930686.500000 Penalty: 3425.761475
	Iteration 88Q: 3 clusters Score -3930686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3930686.500000 Penalty: 3425.761475
	Iteration 89F: 3 clusters Score -3930686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Entering Unmasked Estep 
Score: -16139493.000000 Penalty: 1942.162109
	Iteration 0F: 2 clusters Score -1.613949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -16038639.000000 Penalty: 3884.324219
	Iteration 0F: 3 clusters Score -1.603864e+07 nChanged 74710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -16082930.000000 Penalty: 3884.324219
	Iteration 1F: 3 clusters Score -1.608293e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -16084152.000000 Penalty: 3884.324219
	Iteration 2Q: 3 clusters Score -1.608415e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -16086009.000000 Penalty: 3884.324219
	Iteration 3Q: 3 clusters Score -1.608601e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -16089622.000000 Penalty: 3884.324219
	Iteration 4Q: 3 clusters Score -1.608962e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -16095669.000000 Penalty: 3884.324219
	Iteration 5F: 3 clusters Score -1.609567e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116677 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -16105301.000000 Penalty: 3884.324219
	Iteration 6F: 3 clusters Score -1.61053e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129837 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -16117409.000000 Penalty: 3884.324219
	Iteration 7F: 3 clusters Score -1.611741e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140858 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -16127815.000000 Penalty: 3884.324219
	Iteration 8F: 3 clusters Score -1.612782e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -16133498.000000 Penalty: 3884.324219
	Iteration 9Q: 3 clusters Score -1.61335e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151619 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -16136007.000000 Penalty: 3884.324219
	Iteration 10Q: 3 clusters Score -1.613601e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -16137010.000000 Penalty: 3884.324219
	Iteration 11Q: 3 clusters Score -1.613701e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153982 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16137384.000000 Penalty: 3884.324219
	Iteration 12Q: 3 clusters Score -1.613738e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16137595.000000 Penalty: 3884.324219
	Iteration 13Q: 3 clusters Score -1.61376e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16137689.000000 Penalty: 3884.324219
	Iteration 14Q: 3 clusters Score -1.613769e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16137742.000000 Penalty: 3884.324219
	Iteration 15Q: 3 clusters Score -1.613774e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16137767.000000 Penalty: 3884.324219
	Iteration 16Q: 3 clusters Score -1.613777e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16137820.000000 Penalty: 3884.324219
	Iteration 17Q: 3 clusters Score -1.613782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -16137830.000000 Penalty: 3884.324219
	Iteration 18Q: 3 clusters Score -1.613783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16137832.000000 Penalty: 3884.324219
	Iteration 19Q: 3 clusters Score -1.613783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16137864.000000 Penalty: 3884.324219
	Iteration 20F: 3 clusters Score -1.613786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -16137866.000000 Penalty: 3884.324219
	Iteration 21Q: 3 clusters Score -1.613787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16137901.000000 Penalty: 3884.324219
	Iteration 22Q: 3 clusters Score -1.61379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154643 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -16137899.000000 Penalty: 3884.324219
	Iteration 23Q: 3 clusters Score -1.61379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16137903.000000 Penalty: 3884.324219
	Iteration 24Q: 3 clusters Score -1.61379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16137897.000000 Penalty: 3884.324219
	Iteration 25Q: 3 clusters Score -1.61379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16137899.000000 Penalty: 3884.324219
	Iteration 26Q: 3 clusters Score -1.61379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16137903.000000 Penalty: 3884.324219
	Iteration 27Q: 3 clusters Score -1.61379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16137904.000000 Penalty: 3884.324219
	Iteration 28Q: 3 clusters Score -1.61379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154659 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16137900.000000 Penalty: 3884.324219
	Iteration 29Q: 3 clusters Score -1.61379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16137905.000000 Penalty: 3884.324219
	Iteration 30Q: 3 clusters Score -1.61379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154665 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -16137899.000000 Penalty: 3884.324219
	Iteration 31Q: 3 clusters Score -1.61379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16137905.000000 Penalty: 3884.324219
	Iteration 32Q: 3 clusters Score -1.61379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154670 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16137898.000000 Penalty: 3884.324219
	Iteration 33Q: 3 clusters Score -1.61379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16137903.000000 Penalty: 3884.324219
	Iteration 34Q: 3 clusters Score -1.61379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16137907.000000 Penalty: 3884.324219
	Iteration 35Q: 3 clusters Score -1.613791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16137909.000000 Penalty: 3884.324219
	Iteration 36Q: 3 clusters Score -1.613791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16137902.000000 Penalty: 3884.324219
	Iteration 37Q: 3 clusters Score -1.61379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16137909.000000 Penalty: 3884.324219
	Iteration 38Q: 3 clusters Score -1.613791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16137917.000000 Penalty: 3884.324219
	Iteration 39Q: 3 clusters Score -1.613792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16137909.000000 Penalty: 3884.324219
	Iteration 40F: 3 clusters Score -1.613791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16137914.000000 Penalty: 3884.324219
	Iteration 41Q: 3 clusters Score -1.613791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16137914.000000 Penalty: 3884.324219
	Iteration 42F: 3 clusters Score -1.613791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Entering Unmasked Estep 
Score: -1553885.500000 Penalty: 1560.825806
	Iteration 0F: 2 clusters Score -1553886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1543580.125000 Penalty: 3121.651611
	Iteration 0F: 3 clusters Score -1543580 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1547214.625000 Penalty: 3121.651611
	Iteration 1F: 3 clusters Score -1547215 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1547598.000000 Penalty: 3121.651611
	Iteration 2F: 3 clusters Score -1547598 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1547989.750000 Penalty: 3121.651611
	Iteration 3F: 3 clusters Score -1547990 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1548503.750000 Penalty: 3121.651611
	Iteration 4F: 3 clusters Score -1548504 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1549086.500000 Penalty: 3121.651611
	Iteration 5F: 3 clusters Score -1549086 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1549784.375000 Penalty: 3121.651611
	Iteration 6F: 3 clusters Score -1549784 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1550395.375000 Penalty: 3121.651611
	Iteration 7F: 3 clusters Score -1550395 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1550896.500000 Penalty: 3121.651611
	Iteration 8Q: 3 clusters Score -1550896 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1551258.000000 Penalty: 3121.651611
	Iteration 9Q: 3 clusters Score -1551258 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1551475.125000 Penalty: 3121.651611
	Iteration 10Q: 3 clusters Score -1551475 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1551614.875000 Penalty: 3121.651611
	Iteration 11Q: 3 clusters Score -1551615 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1551713.875000 Penalty: 3121.651611
	Iteration 12Q: 3 clusters Score -1551714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1551785.375000 Penalty: 3121.651611
	Iteration 13Q: 3 clusters Score -1551785 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1551838.250000 Penalty: 3121.651611
	Iteration 14Q: 3 clusters Score -1551838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1551875.375000 Penalty: 3121.651611
	Iteration 15Q: 3 clusters Score -1551875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1551915.500000 Penalty: 3121.651611
	Iteration 16Q: 3 clusters Score -1551916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1551967.500000 Penalty: 3121.651611
	Iteration 17Q: 3 clusters Score -1551968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1552007.125000 Penalty: 3121.651611
	Iteration 18Q: 3 clusters Score -1552007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1552032.500000 Penalty: 3121.651611
	Iteration 19Q: 3 clusters Score -1552032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1552062.000000 Penalty: 3121.651611
	Iteration 20F: 3 clusters Score -1552062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1552099.750000 Penalty: 3121.651611
	Iteration 21Q: 3 clusters Score -1552100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1552128.750000 Penalty: 3121.651611
	Iteration 22Q: 3 clusters Score -1552129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1552162.000000 Penalty: 3121.651611
	Iteration 23Q: 3 clusters Score -1552162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1552206.750000 Penalty: 3121.651611
	Iteration 24Q: 3 clusters Score -1552207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1552246.125000 Penalty: 3121.651611
	Iteration 25Q: 3 clusters Score -1552246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1552271.750000 Penalty: 3121.651611
	Iteration 26Q: 3 clusters Score -1552272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1552296.375000 Penalty: 3121.651611
	Iteration 27Q: 3 clusters Score -1552296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1552314.125000 Penalty: 3121.651611
	Iteration 28Q: 3 clusters Score -1552314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1552333.250000 Penalty: 3121.651611
	Iteration 29Q: 3 clusters Score -1552333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1552348.875000 Penalty: 3121.651611
	Iteration 30Q: 3 clusters Score -1552349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1552365.125000 Penalty: 3121.651611
	Iteration 31Q: 3 clusters Score -1552365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1552383.500000 Penalty: 3121.651611
	Iteration 32Q: 3 clusters Score -1552384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1552403.125000 Penalty: 3121.651611
	Iteration 33Q: 3 clusters Score -1552403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1552420.500000 Penalty: 3121.651611
	Iteration 34Q: 3 clusters Score -1552420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1552435.750000 Penalty: 3121.651611
	Iteration 35Q: 3 clusters Score -1552436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1552441.750000 Penalty: 3121.651611
	Iteration 36Q: 3 clusters Score -1552442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1552451.500000 Penalty: 3121.651611
	Iteration 37Q: 3 clusters Score -1552452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1552460.375000 Penalty: 3121.651611
	Iteration 38Q: 3 clusters Score -1552460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1552468.375000 Penalty: 3121.651611
	Iteration 39Q: 3 clusters Score -1552468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1552479.500000 Penalty: 3121.651611
	Iteration 40F: 3 clusters Score -1552480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1552481.000000 Penalty: 3121.651611
	Iteration 41Q: 3 clusters Score -1552481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1552481.250000 Penalty: 3121.651611
	Iteration 42Q: 3 clusters Score -1552481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1552484.875000 Penalty: 3121.651611
	Iteration 43Q: 3 clusters Score -1552485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1552487.375000 Penalty: 3121.651611
	Iteration 44Q: 3 clusters Score -1552487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1552485.500000 Penalty: 3121.651611
	Iteration 45Q: 3 clusters Score -1552486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1552488.250000 Penalty: 3121.651611
	Iteration 46Q: 3 clusters Score -1552488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1552493.625000 Penalty: 3121.651611
	Iteration 47Q: 3 clusters Score -1552494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1552496.875000 Penalty: 3121.651611
	Iteration 48Q: 3 clusters Score -1552497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1552501.125000 Penalty: 3121.651611
	Iteration 49Q: 3 clusters Score -1552501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1552504.500000 Penalty: 3121.651611
	Iteration 50Q: 3 clusters Score -1552504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1552510.375000 Penalty: 3121.651611
	Iteration 51Q: 3 clusters Score -1552510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1552517.625000 Penalty: 3121.651611
	Iteration 52Q: 3 clusters Score -1552518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1552524.375000 Penalty: 3121.651611
	Iteration 53Q: 3 clusters Score -1552524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1552526.250000 Penalty: 3121.651611
	Iteration 54Q: 3 clusters Score -1552526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1552528.625000 Penalty: 3121.651611
	Iteration 55Q: 3 clusters Score -1552529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1552526.375000 Penalty: 3121.651611
	Iteration 56Q: 3 clusters Score -1552526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1552528.625000 Penalty: 3121.651611
	Iteration 57Q: 3 clusters Score -1552529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1552529.875000 Penalty: 3121.651611
	Iteration 58Q: 3 clusters Score -1552530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1552530.625000 Penalty: 3121.651611
	Iteration 59Q: 3 clusters Score -1552531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1552535.125000 Penalty: 3121.651611
	Iteration 60F: 3 clusters Score -1552535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1552538.875000 Penalty: 3121.651611
	Iteration 61Q: 3 clusters Score -1552539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1552544.375000 Penalty: 3121.651611
	Iteration 62Q: 3 clusters Score -1552544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1552548.125000 Penalty: 3121.651611
	Iteration 63Q: 3 clusters Score -1552548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1552555.500000 Penalty: 3121.651611
	Iteration 64Q: 3 clusters Score -1552556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1552558.500000 Penalty: 3121.651611
	Iteration 65Q: 3 clusters Score -1552558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1552561.750000 Penalty: 3121.651611
	Iteration 66Q: 3 clusters Score -1552562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1552564.625000 Penalty: 3121.651611
	Iteration 67Q: 3 clusters Score -1552565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1552563.125000 Penalty: 3121.651611
	Iteration 68Q: 3 clusters Score -1552563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1552562.125000 Penalty: 3121.651611
	Iteration 69Q: 3 clusters Score -1552562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1552567.125000 Penalty: 3121.651611
	Iteration 70Q: 3 clusters Score -1552567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1552568.250000 Penalty: 3121.651611
	Iteration 71Q: 3 clusters Score -1552568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1552572.250000 Penalty: 3121.651611
	Iteration 72Q: 3 clusters Score -1552572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1552578.750000 Penalty: 3121.651611
	Iteration 73Q: 3 clusters Score -1552579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1552582.000000 Penalty: 3121.651611
	Iteration 74Q: 3 clusters Score -1552582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1552583.750000 Penalty: 3121.651611
	Iteration 75Q: 3 clusters Score -1552584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1552586.125000 Penalty: 3121.651611
	Iteration 76Q: 3 clusters Score -1552586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1552587.375000 Penalty: 3121.651611
	Iteration 77Q: 3 clusters Score -1552587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1552590.250000 Penalty: 3121.651611
	Iteration 78Q: 3 clusters Score -1552590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1552593.250000 Penalty: 3121.651611
	Iteration 79Q: 3 clusters Score -1552593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1552597.000000 Penalty: 3121.651611
	Iteration 80F: 3 clusters Score -1552597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1552600.625000 Penalty: 3121.651611
	Iteration 81Q: 3 clusters Score -1552601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1552599.375000 Penalty: 3121.651611
	Iteration 82Q: 3 clusters Score -1552599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1552601.750000 Penalty: 3121.651611
	Iteration 83Q: 3 clusters Score -1552602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1552604.375000 Penalty: 3121.651611
	Iteration 84Q: 3 clusters Score -1552604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1552604.375000 Penalty: 3121.651611
	Iteration 85F: 3 clusters Score -1552604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -670220.875000 Penalty: 1432.376953
	Iteration 0F: 2 clusters Score -670220.9 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 3401 members 
Entering Unmasked Estep 
Score: -665101.937500 Penalty: 2864.753906
	Iteration 0F: 3 clusters Score -665101.9 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -666624.125000 Penalty: 2864.753906
	Iteration 1F: 3 clusters Score -666624.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -666825.562500 Penalty: 2864.753906
	Iteration 2F: 3 clusters Score -666825.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -667000.687500 Penalty: 2864.753906
	Iteration 3F: 3 clusters Score -667000.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -667163.437500 Penalty: 2864.753906
	Iteration 4Q: 3 clusters Score -667163.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -667322.937500 Penalty: 2864.753906
	Iteration 5Q: 3 clusters Score -667322.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -667529.812500 Penalty: 2864.753906
	Iteration 6Q: 3 clusters Score -667529.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -667791.187500 Penalty: 2864.753906
	Iteration 7Q: 3 clusters Score -667791.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -668058.562500 Penalty: 2864.753906
	Iteration 8Q: 3 clusters Score -668058.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -668347.500000 Penalty: 2864.753906
	Iteration 9Q: 3 clusters Score -668347.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -668671.250000 Penalty: 2864.753906
	Iteration 10Q: 3 clusters Score -668671.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -668999.937500 Penalty: 2864.753906
	Iteration 11Q: 3 clusters Score -668999.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -669222.125000 Penalty: 2864.753906
	Iteration 12Q: 3 clusters Score -669222.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -669361.562500 Penalty: 2864.753906
	Iteration 13Q: 3 clusters Score -669361.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -669443.687500 Penalty: 2864.753906
	Iteration 14Q: 3 clusters Score -669443.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -669494.750000 Penalty: 2864.753906
	Iteration 15Q: 3 clusters Score -669494.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -669521.375000 Penalty: 2864.753906
	Iteration 16Q: 3 clusters Score -669521.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -669532.875000 Penalty: 2864.753906
	Iteration 17Q: 3 clusters Score -669532.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -669543.625000 Penalty: 2864.753906
	Iteration 18Q: 3 clusters Score -669543.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -669549.312500 Penalty: 2864.753906
	Iteration 19Q: 3 clusters Score -669549.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -669554.562500 Penalty: 2864.753906
	Iteration 20F: 3 clusters Score -669554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -669557.437500 Penalty: 2864.753906
	Iteration 21Q: 3 clusters Score -669557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -669557.125000 Penalty: 2864.753906
	Iteration 22Q: 3 clusters Score -669557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -669559.750000 Penalty: 2864.753906
	Iteration 23Q: 3 clusters Score -669559.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -669561.687500 Penalty: 2864.753906
	Iteration 24Q: 3 clusters Score -669561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -669561.875000 Penalty: 2864.753906
	Iteration 25Q: 3 clusters Score -669561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -669564.437500 Penalty: 2864.753906
	Iteration 26Q: 3 clusters Score -669564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -669564.625000 Penalty: 2864.753906
	Iteration 27Q: 3 clusters Score -669564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -669566.187500 Penalty: 2864.753906
	Iteration 28Q: 3 clusters Score -669566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -669565.687500 Penalty: 2864.753906
	Iteration 29Q: 3 clusters Score -669565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -669566.000000 Penalty: 2864.753906
	Iteration 30Q: 3 clusters Score -669566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -669568.437500 Penalty: 2864.753906
	Iteration 31Q: 3 clusters Score -669568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -669569.062500 Penalty: 2864.753906
	Iteration 32Q: 3 clusters Score -669569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -669569.062500 Penalty: 2864.753906
	Iteration 33Q: 3 clusters Score -669569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -669570.000000 Penalty: 2864.753906
	Iteration 34Q: 3 clusters Score -669570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -669569.062500 Penalty: 2864.753906
	Iteration 35Q: 3 clusters Score -669569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -669573.750000 Penalty: 2864.753906
	Iteration 36Q: 3 clusters Score -669573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -669573.437500 Penalty: 2864.753906
	Iteration 37Q: 3 clusters Score -669573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -669574.375000 Penalty: 2864.753906
	Iteration 38Q: 3 clusters Score -669574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -669575.687500 Penalty: 2864.753906
	Iteration 39Q: 3 clusters Score -669575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -669577.125000 Penalty: 2864.753906
	Iteration 40F: 3 clusters Score -669577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -669578.937500 Penalty: 2864.753906
	Iteration 41Q: 3 clusters Score -669578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -669580.062500 Penalty: 2864.753906
	Iteration 42Q: 3 clusters Score -669580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -669580.812500 Penalty: 2864.753906
	Iteration 43Q: 3 clusters Score -669580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -669580.062500 Penalty: 2864.753906
	Iteration 44Q: 3 clusters Score -669580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -669582.375000 Penalty: 2864.753906
	Iteration 45Q: 3 clusters Score -669582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -669586.750000 Penalty: 2864.753906
	Iteration 46Q: 3 clusters Score -669586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -669587.625000 Penalty: 2864.753906
	Iteration 47Q: 3 clusters Score -669587.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -669588.625000 Penalty: 2864.753906
	Iteration 48Q: 3 clusters Score -669588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -669590.312500 Penalty: 2864.753906
	Iteration 49Q: 3 clusters Score -669590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -669589.875000 Penalty: 2864.753906
	Iteration 50Q: 3 clusters Score -669589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -669593.187500 Penalty: 2864.753906
	Iteration 51Q: 3 clusters Score -669593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -669592.375000 Penalty: 2864.753906
	Iteration 52Q: 3 clusters Score -669592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -669592.375000 Penalty: 2864.753906
	Iteration 53F: 3 clusters Score -669592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (187451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187451 members 
Entering Unmasked Estep 
Score: -19534046.000000 Penalty: 1972.956787
	Iteration 0F: 2 clusters Score -1.953405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -19414888.000000 Penalty: 3945.913574
	Iteration 0F: 3 clusters Score -1.941489e+07 nChanged 90714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -19468908.000000 Penalty: 3945.913574
	Iteration 1F: 3 clusters Score -1.946891e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -19470112.000000 Penalty: 3945.913574
	Iteration 2Q: 3 clusters Score -1.947011e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -19471600.000000 Penalty: 3945.913574
	Iteration 3Q: 3 clusters Score -1.94716e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -19473886.000000 Penalty: 3945.913574
	Iteration 4Q: 3 clusters Score -1.947389e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -19477456.000000 Penalty: 3945.913574
	Iteration 5Q: 3 clusters Score -1.947746e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -19483238.000000 Penalty: 3945.913574
	Iteration 6F: 3 clusters Score -1.948324e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132280 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -19491842.000000 Penalty: 3945.913574
	Iteration 7F: 3 clusters Score -1.949184e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145496 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -19502536.000000 Penalty: 3945.913574
	Iteration 8F: 3 clusters Score -1.950254e+07 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158433 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -19513166.000000 Penalty: 3945.913574
	Iteration 9F: 3 clusters Score -1.951317e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169175 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -19521566.000000 Penalty: 3945.913574
	Iteration 10F: 3 clusters Score -1.952157e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -19527186.000000 Penalty: 3945.913574
	Iteration 11Q: 3 clusters Score -1.952719e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181353 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -19530004.000000 Penalty: 3945.913574
	Iteration 12Q: 3 clusters Score -1.953e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183773 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -19531188.000000 Penalty: 3945.913574
	Iteration 13Q: 3 clusters Score -1.953119e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184998 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19531860.000000 Penalty: 3945.913574
	Iteration 14Q: 3 clusters Score -1.953186e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19532072.000000 Penalty: 3945.913574
	Iteration 15Q: 3 clusters Score -1.953207e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186032 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19532270.000000 Penalty: 3945.913574
	Iteration 16Q: 3 clusters Score -1.953227e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186237 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19532350.000000 Penalty: 3945.913574
	Iteration 17Q: 3 clusters Score -1.953235e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186378 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19532392.000000 Penalty: 3945.913574
	Iteration 18Q: 3 clusters Score -1.953239e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -19532428.000000 Penalty: 3945.913574
	Iteration 19Q: 3 clusters Score -1.953243e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -19532478.000000 Penalty: 3945.913574
	Iteration 20F: 3 clusters Score -1.953248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186574 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19532472.000000 Penalty: 3945.913574
	Iteration 21Q: 3 clusters Score -1.953247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186601 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19532510.000000 Penalty: 3945.913574
	Iteration 22Q: 3 clusters Score -1.953251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19532504.000000 Penalty: 3945.913574
	Iteration 23Q: 3 clusters Score -1.95325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -19532506.000000 Penalty: 3945.913574
	Iteration 24Q: 3 clusters Score -1.953251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186623 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -19532516.000000 Penalty: 3945.913574
	Iteration 25Q: 3 clusters Score -1.953252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186629 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19532532.000000 Penalty: 3945.913574
	Iteration 26Q: 3 clusters Score -1.953253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186637 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19532540.000000 Penalty: 3945.913574
	Iteration 27Q: 3 clusters Score -1.953254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19532564.000000 Penalty: 3945.913574
	Iteration 28Q: 3 clusters Score -1.953256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19532558.000000 Penalty: 3945.913574
	Iteration 29Q: 3 clusters Score -1.953256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186664 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19532578.000000 Penalty: 3945.913574
	Iteration 30Q: 3 clusters Score -1.953258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186667 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -19532572.000000 Penalty: 3945.913574
	Iteration 31Q: 3 clusters Score -1.953257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19532586.000000 Penalty: 3945.913574
	Iteration 32Q: 3 clusters Score -1.953259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19532582.000000 Penalty: 3945.913574
	Iteration 33Q: 3 clusters Score -1.953258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19532582.000000 Penalty: 3945.913574
	Iteration 34Q: 3 clusters Score -1.953258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186681 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19532576.000000 Penalty: 3945.913574
	Iteration 35Q: 3 clusters Score -1.953258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186686 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19532596.000000 Penalty: 3945.913574
	Iteration 36Q: 3 clusters Score -1.95326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186691 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19532596.000000 Penalty: 3945.913574
	Iteration 37Q: 3 clusters Score -1.95326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186697 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -19532602.000000 Penalty: 3945.913574
	Iteration 38Q: 3 clusters Score -1.95326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -19532604.000000 Penalty: 3945.913574
	Iteration 39Q: 3 clusters Score -1.95326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186709 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19532612.000000 Penalty: 3945.913574
	Iteration 40F: 3 clusters Score -1.953261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186712 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19532610.000000 Penalty: 3945.913574
	Iteration 41Q: 3 clusters Score -1.953261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19532604.000000 Penalty: 3945.913574
	Iteration 42Q: 3 clusters Score -1.95326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186726 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -19532608.000000 Penalty: 3945.913574
	Iteration 43Q: 3 clusters Score -1.953261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186733 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19532624.000000 Penalty: 3945.913574
	Iteration 44Q: 3 clusters Score -1.953262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19532626.000000 Penalty: 3945.913574
	Iteration 45Q: 3 clusters Score -1.953263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186739 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19532616.000000 Penalty: 3945.913574
	Iteration 46Q: 3 clusters Score -1.953262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186741 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19532620.000000 Penalty: 3945.913574
	Iteration 47Q: 3 clusters Score -1.953262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186745 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19532628.000000 Penalty: 3945.913574
	Iteration 48Q: 3 clusters Score -1.953263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -19532618.000000 Penalty: 3945.913574
	Iteration 49Q: 3 clusters Score -1.953262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19532618.000000 Penalty: 3945.913574
	Iteration 50Q: 3 clusters Score -1.953262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19532618.000000 Penalty: 3945.913574
	Iteration 51F: 3 clusters Score -1.953262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -1018535.312500 Penalty: 1499.163818
	Iteration 0F: 2 clusters Score -1018535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1011278.937500 Penalty: 2998.327637
	Iteration 0F: 3 clusters Score -1011279 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1014249.750000 Penalty: 2998.327637
	Iteration 1F: 3 clusters Score -1014250 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1015485.750000 Penalty: 2998.327637
	Iteration 2F: 3 clusters Score -1015486 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1016708.625000 Penalty: 2998.327637
	Iteration 3F: 3 clusters Score -1016709 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1017548.937500 Penalty: 2998.327637
	Iteration 4F: 3 clusters Score -1017549 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1018187.750000 Penalty: 2998.327637
	Iteration 5F: 3 clusters Score -1018188 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1018637.500000 Penalty: 2998.327637
	Iteration 6Q: 3 clusters Score -1018638 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1018960.000000 Penalty: 2998.327637
	Iteration 7Q: 3 clusters Score -1018960 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1019151.625000 Penalty: 2998.327637
	Iteration 8Q: 3 clusters Score -1019152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1019250.187500 Penalty: 2998.327637
	Iteration 9Q: 3 clusters Score -1019250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1019288.437500 Penalty: 2998.327637
	Iteration 10Q: 3 clusters Score -1019288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1019303.937500 Penalty: 2998.327637
	Iteration 11Q: 3 clusters Score -1019304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1019319.687500 Penalty: 2998.327637
	Iteration 12Q: 3 clusters Score -1019320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1019326.312500 Penalty: 2998.327637
	Iteration 13Q: 3 clusters Score -1019326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1019332.187500 Penalty: 2998.327637
	Iteration 14Q: 3 clusters Score -1019332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1019333.375000 Penalty: 2998.327637
	Iteration 15Q: 3 clusters Score -1019333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1019333.562500 Penalty: 2998.327637
	Iteration 16Q: 3 clusters Score -1019334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1019336.125000 Penalty: 2998.327637
	Iteration 17Q: 3 clusters Score -1019336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1019334.812500 Penalty: 2998.327637
	Iteration 18Q: 3 clusters Score -1019335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1019336.625000 Penalty: 2998.327637
	Iteration 19Q: 3 clusters Score -1019337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1019337.687500 Penalty: 2998.327637
	Iteration 20F: 3 clusters Score -1019338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1019335.875000 Penalty: 2998.327637
	Iteration 21Q: 3 clusters Score -1019336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1019336.312500 Penalty: 2998.327637
	Iteration 22Q: 3 clusters Score -1019336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1019337.250000 Penalty: 2998.327637
	Iteration 23Q: 3 clusters Score -1019337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1019338.062500 Penalty: 2998.327637
	Iteration 24Q: 3 clusters Score -1019338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1019339.687500 Penalty: 2998.327637
	Iteration 25Q: 3 clusters Score -1019340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1019338.500000 Penalty: 2998.327637
	Iteration 26Q: 3 clusters Score -1019338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1019338.500000 Penalty: 2998.327637
	Iteration 27F: 3 clusters Score -1019338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 2139 members 
Mstep: Class 30 contains 31465 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5224 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28528 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2844 members 
Mstep: Class 50 contains 8015 members 
Entering Unmasked Estep 
Score: -154064592.000000 Penalty: 115734.070312
Splitting cluster 29 changes total score from -154065008.000000 to -154064592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (31465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Entering Unmasked Estep 
Score: -2981601.250000 Penalty: 1682.952637
	Iteration 0F: 2 clusters Score -2981601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2960637.250000 Penalty: 3365.905273
	Iteration 0F: 3 clusters Score -2960637 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2969760.500000 Penalty: 3365.905273
	Iteration 1F: 3 clusters Score -2969760 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2970992.500000 Penalty: 3365.905273
	Iteration 2F: 3 clusters Score -2970992 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2972308.250000 Penalty: 3365.905273
	Iteration 3F: 3 clusters Score -2972308 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2973551.750000 Penalty: 3365.905273
	Iteration 4F: 3 clusters Score -2973552 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2974693.000000 Penalty: 3365.905273
	Iteration 5F: 3 clusters Score -2974693 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2975665.500000 Penalty: 3365.905273
	Iteration 6F: 3 clusters Score -2975666 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2976487.250000 Penalty: 3365.905273
	Iteration 7Q: 3 clusters Score -2976487 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2977169.000000 Penalty: 3365.905273
	Iteration 8Q: 3 clusters Score -2977169 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2977655.250000 Penalty: 3365.905273
	Iteration 9Q: 3 clusters Score -2977655 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2978027.000000 Penalty: 3365.905273
	Iteration 10Q: 3 clusters Score -2978027 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2978420.000000 Penalty: 3365.905273
	Iteration 11Q: 3 clusters Score -2978420 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2978779.000000 Penalty: 3365.905273
	Iteration 12Q: 3 clusters Score -2978779 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2979166.500000 Penalty: 3365.905273
	Iteration 13Q: 3 clusters Score -2979166 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2979435.750000 Penalty: 3365.905273
	Iteration 14Q: 3 clusters Score -2979436 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2979650.750000 Penalty: 3365.905273
	Iteration 15Q: 3 clusters Score -2979651 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2979831.000000 Penalty: 3365.905273
	Iteration 16Q: 3 clusters Score -2979831 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2979966.000000 Penalty: 3365.905273
	Iteration 17Q: 3 clusters Score -2979966 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2980068.000000 Penalty: 3365.905273
	Iteration 18Q: 3 clusters Score -2980068 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2980148.750000 Penalty: 3365.905273
	Iteration 19Q: 3 clusters Score -2980149 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2980221.750000 Penalty: 3365.905273
	Iteration 20F: 3 clusters Score -2980222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2980265.000000 Penalty: 3365.905273
	Iteration 21Q: 3 clusters Score -2980265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2980305.750000 Penalty: 3365.905273
	Iteration 22Q: 3 clusters Score -2980306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2980336.250000 Penalty: 3365.905273
	Iteration 23Q: 3 clusters Score -2980336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2980363.750000 Penalty: 3365.905273
	Iteration 24Q: 3 clusters Score -2980364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2980393.750000 Penalty: 3365.905273
	Iteration 25Q: 3 clusters Score -2980394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2980403.750000 Penalty: 3365.905273
	Iteration 26Q: 3 clusters Score -2980404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2980417.250000 Penalty: 3365.905273
	Iteration 27Q: 3 clusters Score -2980417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2980431.000000 Penalty: 3365.905273
	Iteration 28Q: 3 clusters Score -2980431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2980428.500000 Penalty: 3365.905273
	Iteration 29Q: 3 clusters Score -2980428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2980435.250000 Penalty: 3365.905273
	Iteration 30Q: 3 clusters Score -2980435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2980443.750000 Penalty: 3365.905273
	Iteration 31Q: 3 clusters Score -2980444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2980442.000000 Penalty: 3365.905273
	Iteration 32Q: 3 clusters Score -2980442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2980450.500000 Penalty: 3365.905273
	Iteration 33Q: 3 clusters Score -2980450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2980455.000000 Penalty: 3365.905273
	Iteration 34Q: 3 clusters Score -2980455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2980463.750000 Penalty: 3365.905273
	Iteration 35Q: 3 clusters Score -2980464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2980460.250000 Penalty: 3365.905273
	Iteration 36Q: 3 clusters Score -2980460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2980456.750000 Penalty: 3365.905273
	Iteration 37Q: 3 clusters Score -2980457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2980458.500000 Penalty: 3365.905273
	Iteration 38Q: 3 clusters Score -2980458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2980458.250000 Penalty: 3365.905273
	Iteration 39Q: 3 clusters Score -2980458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2980460.000000 Penalty: 3365.905273
	Iteration 40F: 3 clusters Score -2980460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2980459.250000 Penalty: 3365.905273
	Iteration 41Q: 3 clusters Score -2980459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2980459.250000 Penalty: 3365.905273
	Iteration 42F: 3 clusters Score -2980459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -747314.437500 Penalty: 1448.539307
	Iteration 0F: 2 clusters Score -747314.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -741892.125000 Penalty: 2897.078613
	Iteration 0F: 3 clusters Score -741892.1 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -743610.625000 Penalty: 2897.078613
	Iteration 1F: 3 clusters Score -743610.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -743998.437500 Penalty: 2897.078613
	Iteration 2F: 3 clusters Score -743998.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -744482.750000 Penalty: 2897.078613
	Iteration 3F: 3 clusters Score -744482.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -744991.125000 Penalty: 2897.078613
	Iteration 4F: 3 clusters Score -744991.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -745436.500000 Penalty: 2897.078613
	Iteration 5F: 3 clusters Score -745436.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -745805.250000 Penalty: 2897.078613
	Iteration 6F: 3 clusters Score -745805.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -746037.187500 Penalty: 2897.078613
	Iteration 7Q: 3 clusters Score -746037.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -746203.750000 Penalty: 2897.078613
	Iteration 8Q: 3 clusters Score -746203.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -746321.937500 Penalty: 2897.078613
	Iteration 9Q: 3 clusters Score -746321.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -746400.125000 Penalty: 2897.078613
	Iteration 10Q: 3 clusters Score -746400.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -746446.625000 Penalty: 2897.078613
	Iteration 11Q: 3 clusters Score -746446.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -746477.312500 Penalty: 2897.078613
	Iteration 12Q: 3 clusters Score -746477.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -746505.375000 Penalty: 2897.078613
	Iteration 13Q: 3 clusters Score -746505.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -746528.500000 Penalty: 2897.078613
	Iteration 14Q: 3 clusters Score -746528.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -746540.750000 Penalty: 2897.078613
	Iteration 15Q: 3 clusters Score -746540.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -746550.750000 Penalty: 2897.078613
	Iteration 16Q: 3 clusters Score -746550.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -746557.187500 Penalty: 2897.078613
	Iteration 17Q: 3 clusters Score -746557.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -746563.937500 Penalty: 2897.078613
	Iteration 18Q: 3 clusters Score -746563.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -746565.875000 Penalty: 2897.078613
	Iteration 19Q: 3 clusters Score -746565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -746569.125000 Penalty: 2897.078613
	Iteration 20F: 3 clusters Score -746569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -746568.875000 Penalty: 2897.078613
	Iteration 21Q: 3 clusters Score -746568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -746569.250000 Penalty: 2897.078613
	Iteration 22Q: 3 clusters Score -746569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -746569.562500 Penalty: 2897.078613
	Iteration 23Q: 3 clusters Score -746569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -746569.937500 Penalty: 2897.078613
	Iteration 24Q: 3 clusters Score -746569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -746572.562500 Penalty: 2897.078613
	Iteration 25Q: 3 clusters Score -746572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -746573.500000 Penalty: 2897.078613
	Iteration 26Q: 3 clusters Score -746573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -746574.687500 Penalty: 2897.078613
	Iteration 27Q: 3 clusters Score -746574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -746578.562500 Penalty: 2897.078613
	Iteration 28Q: 3 clusters Score -746578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -746576.937500 Penalty: 2897.078613
	Iteration 29Q: 3 clusters Score -746576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -746577.750000 Penalty: 2897.078613
	Iteration 30Q: 3 clusters Score -746577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -746578.625000 Penalty: 2897.078613
	Iteration 31Q: 3 clusters Score -746578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -746578.437500 Penalty: 2897.078613
	Iteration 32Q: 3 clusters Score -746578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -746579.125000 Penalty: 2897.078613
	Iteration 33Q: 3 clusters Score -746579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -746577.750000 Penalty: 2897.078613
	Iteration 34Q: 3 clusters Score -746577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -746579.187500 Penalty: 2897.078613
	Iteration 35Q: 3 clusters Score -746579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -746578.875000 Penalty: 2897.078613
	Iteration 36Q: 3 clusters Score -746578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -746579.875000 Penalty: 2897.078613
	Iteration 37Q: 3 clusters Score -746579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -746578.500000 Penalty: 2897.078613
	Iteration 38Q: 3 clusters Score -746578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -746581.312500 Penalty: 2897.078613
	Iteration 39Q: 3 clusters Score -746581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -746581.187500 Penalty: 2897.078613
	Iteration 40F: 3 clusters Score -746581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -746581.375000 Penalty: 2897.078613
	Iteration 41Q: 3 clusters Score -746581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -746580.750000 Penalty: 2897.078613
	Iteration 42Q: 3 clusters Score -746580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -746583.000000 Penalty: 2897.078613
	Iteration 43Q: 3 clusters Score -746583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -746581.875000 Penalty: 2897.078613
	Iteration 44Q: 3 clusters Score -746581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -746583.562500 Penalty: 2897.078613
	Iteration 45Q: 3 clusters Score -746583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -746583.312500 Penalty: 2897.078613
	Iteration 46Q: 3 clusters Score -746583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -746583.375000 Penalty: 2897.078613
	Iteration 47Q: 3 clusters Score -746583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -746583.375000 Penalty: 2897.078613
	Iteration 48F: 3 clusters Score -746583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Entering Unmasked Estep 
Score: -1105816.375000 Penalty: 1511.620728
	Iteration 0F: 2 clusters Score -1105816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1098069.625000 Penalty: 3023.241455
	Iteration 0F: 3 clusters Score -1098070 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1100668.375000 Penalty: 3023.241455
	Iteration 1F: 3 clusters Score -1100668 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1101009.625000 Penalty: 3023.241455
	Iteration 2F: 3 clusters Score -1101010 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1101327.875000 Penalty: 3023.241455
	Iteration 3F: 3 clusters Score -1101328 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1101652.875000 Penalty: 3023.241455
	Iteration 4F: 3 clusters Score -1101653 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1101965.750000 Penalty: 3023.241455
	Iteration 5F: 3 clusters Score -1101966 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1102275.500000 Penalty: 3023.241455
	Iteration 6F: 3 clusters Score -1102276 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1102567.000000 Penalty: 3023.241455
	Iteration 7Q: 3 clusters Score -1102567 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1102805.125000 Penalty: 3023.241455
	Iteration 8Q: 3 clusters Score -1102805 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1102991.125000 Penalty: 3023.241455
	Iteration 9Q: 3 clusters Score -1102991 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1103120.375000 Penalty: 3023.241455
	Iteration 10Q: 3 clusters Score -1103120 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1103217.750000 Penalty: 3023.241455
	Iteration 11Q: 3 clusters Score -1103218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1103303.125000 Penalty: 3023.241455
	Iteration 12Q: 3 clusters Score -1103303 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1103379.125000 Penalty: 3023.241455
	Iteration 13Q: 3 clusters Score -1103379 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1103453.875000 Penalty: 3023.241455
	Iteration 14Q: 3 clusters Score -1103454 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1103520.000000 Penalty: 3023.241455
	Iteration 15Q: 3 clusters Score -1103520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1103577.000000 Penalty: 3023.241455
	Iteration 16Q: 3 clusters Score -1103577 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1103629.875000 Penalty: 3023.241455
	Iteration 17Q: 3 clusters Score -1103630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1103681.625000 Penalty: 3023.241455
	Iteration 18Q: 3 clusters Score -1103682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1103732.875000 Penalty: 3023.241455
	Iteration 19Q: 3 clusters Score -1103733 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1103784.875000 Penalty: 3023.241455
	Iteration 20F: 3 clusters Score -1103785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1103826.500000 Penalty: 3023.241455
	Iteration 21Q: 3 clusters Score -1103826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1103868.750000 Penalty: 3023.241455
	Iteration 22Q: 3 clusters Score -1103869 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1103912.250000 Penalty: 3023.241455
	Iteration 23Q: 3 clusters Score -1103912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1103961.875000 Penalty: 3023.241455
	Iteration 24Q: 3 clusters Score -1103962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1104014.250000 Penalty: 3023.241455
	Iteration 25Q: 3 clusters Score -1104014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1104075.125000 Penalty: 3023.241455
	Iteration 26Q: 3 clusters Score -1104075 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1104142.625000 Penalty: 3023.241455
	Iteration 27Q: 3 clusters Score -1104143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1104195.250000 Penalty: 3023.241455
	Iteration 28Q: 3 clusters Score -1104195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1104230.750000 Penalty: 3023.241455
	Iteration 29Q: 3 clusters Score -1104231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1104254.375000 Penalty: 3023.241455
	Iteration 30Q: 3 clusters Score -1104254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1104272.000000 Penalty: 3023.241455
	Iteration 31Q: 3 clusters Score -1104272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1104292.000000 Penalty: 3023.241455
	Iteration 32Q: 3 clusters Score -1104292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1104307.125000 Penalty: 3023.241455
	Iteration 33Q: 3 clusters Score -1104307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1104322.000000 Penalty: 3023.241455
	Iteration 34Q: 3 clusters Score -1104322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1104332.375000 Penalty: 3023.241455
	Iteration 35Q: 3 clusters Score -1104332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1104338.375000 Penalty: 3023.241455
	Iteration 36Q: 3 clusters Score -1104338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1104351.000000 Penalty: 3023.241455
	Iteration 37Q: 3 clusters Score -1104351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1104362.125000 Penalty: 3023.241455
	Iteration 38Q: 3 clusters Score -1104362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1104369.500000 Penalty: 3023.241455
	Iteration 39Q: 3 clusters Score -1104370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1104378.375000 Penalty: 3023.241455
	Iteration 40F: 3 clusters Score -1104378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1104389.750000 Penalty: 3023.241455
	Iteration 41Q: 3 clusters Score -1104390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1104408.500000 Penalty: 3023.241455
	Iteration 42Q: 3 clusters Score -1104408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1104421.625000 Penalty: 3023.241455
	Iteration 43Q: 3 clusters Score -1104422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1104429.000000 Penalty: 3023.241455
	Iteration 44Q: 3 clusters Score -1104429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1104439.250000 Penalty: 3023.241455
	Iteration 45Q: 3 clusters Score -1104439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1104448.500000 Penalty: 3023.241455
	Iteration 46Q: 3 clusters Score -1104448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1104458.000000 Penalty: 3023.241455
	Iteration 47Q: 3 clusters Score -1104458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1104465.375000 Penalty: 3023.241455
	Iteration 48Q: 3 clusters Score -1104465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1104467.750000 Penalty: 3023.241455
	Iteration 49Q: 3 clusters Score -1104468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1104470.750000 Penalty: 3023.241455
	Iteration 50Q: 3 clusters Score -1104471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1104475.000000 Penalty: 3023.241455
	Iteration 51Q: 3 clusters Score -1104475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1104480.500000 Penalty: 3023.241455
	Iteration 52Q: 3 clusters Score -1104480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1104480.375000 Penalty: 3023.241455
	Iteration 53Q: 3 clusters Score -1104480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1104483.875000 Penalty: 3023.241455
	Iteration 54Q: 3 clusters Score -1104484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1104489.875000 Penalty: 3023.241455
	Iteration 55Q: 3 clusters Score -1104490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1104488.875000 Penalty: 3023.241455
	Iteration 56Q: 3 clusters Score -1104489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1104492.750000 Penalty: 3023.241455
	Iteration 57Q: 3 clusters Score -1104493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1104501.625000 Penalty: 3023.241455
	Iteration 58Q: 3 clusters Score -1104502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1104507.625000 Penalty: 3023.241455
	Iteration 59Q: 3 clusters Score -1104508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1104514.625000 Penalty: 3023.241455
	Iteration 60F: 3 clusters Score -1104515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1104523.625000 Penalty: 3023.241455
	Iteration 61Q: 3 clusters Score -1104524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1104531.250000 Penalty: 3023.241455
	Iteration 62Q: 3 clusters Score -1104531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1104534.500000 Penalty: 3023.241455
	Iteration 63Q: 3 clusters Score -1104534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1104541.250000 Penalty: 3023.241455
	Iteration 64Q: 3 clusters Score -1104541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1104542.000000 Penalty: 3023.241455
	Iteration 65Q: 3 clusters Score -1104542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1104549.250000 Penalty: 3023.241455
	Iteration 66Q: 3 clusters Score -1104549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1104560.125000 Penalty: 3023.241455
	Iteration 67Q: 3 clusters Score -1104560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1104569.500000 Penalty: 3023.241455
	Iteration 68Q: 3 clusters Score -1104570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1104580.500000 Penalty: 3023.241455
	Iteration 69Q: 3 clusters Score -1104580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1104587.000000 Penalty: 3023.241455
	Iteration 70Q: 3 clusters Score -1104587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1104588.875000 Penalty: 3023.241455
	Iteration 71Q: 3 clusters Score -1104589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1104592.625000 Penalty: 3023.241455
	Iteration 72Q: 3 clusters Score -1104593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1104595.500000 Penalty: 3023.241455
	Iteration 73Q: 3 clusters Score -1104596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1104600.250000 Penalty: 3023.241455
	Iteration 74Q: 3 clusters Score -1104600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1104607.125000 Penalty: 3023.241455
	Iteration 75Q: 3 clusters Score -1104607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1104612.625000 Penalty: 3023.241455
	Iteration 76Q: 3 clusters Score -1104613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1104615.000000 Penalty: 3023.241455
	Iteration 77Q: 3 clusters Score -1104615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1104617.250000 Penalty: 3023.241455
	Iteration 78Q: 3 clusters Score -1104617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1104617.750000 Penalty: 3023.241455
	Iteration 79Q: 3 clusters Score -1104618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1104620.250000 Penalty: 3023.241455
	Iteration 80F: 3 clusters Score -1104620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1104620.375000 Penalty: 3023.241455
	Iteration 81Q: 3 clusters Score -1104620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1104621.875000 Penalty: 3023.241455
	Iteration 82Q: 3 clusters Score -1104622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1104621.875000 Penalty: 3023.241455
	Iteration 83F: 3 clusters Score -1104622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -1791937.250000 Penalty: 1578.705078
	Iteration 0F: 2 clusters Score -1791937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1780525.625000 Penalty: 3157.410156
	Iteration 0F: 3 clusters Score -1780526 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1784455.000000 Penalty: 3157.410156
	Iteration 1F: 3 clusters Score -1784455 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1784770.000000 Penalty: 3157.410156
	Iteration 2F: 3 clusters Score -1784770 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1785025.375000 Penalty: 3157.410156
	Iteration 3Q: 3 clusters Score -1785025 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1785290.875000 Penalty: 3157.410156
	Iteration 4Q: 3 clusters Score -1785291 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1785619.375000 Penalty: 3157.410156
	Iteration 5Q: 3 clusters Score -1785619 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1786018.125000 Penalty: 3157.410156
	Iteration 6Q: 3 clusters Score -1786018 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1786525.375000 Penalty: 3157.410156
	Iteration 7F: 3 clusters Score -1786525 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1787181.375000 Penalty: 3157.410156
	Iteration 8F: 3 clusters Score -1787181 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1787953.000000 Penalty: 3157.410156
	Iteration 9F: 3 clusters Score -1787953 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1788667.000000 Penalty: 3157.410156
	Iteration 10F: 3 clusters Score -1788667 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1789205.750000 Penalty: 3157.410156
	Iteration 11Q: 3 clusters Score -1789206 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1789547.250000 Penalty: 3157.410156
	Iteration 12Q: 3 clusters Score -1789547 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1789780.750000 Penalty: 3157.410156
	Iteration 13Q: 3 clusters Score -1789781 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1789915.625000 Penalty: 3157.410156
	Iteration 14Q: 3 clusters Score -1789916 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1790024.625000 Penalty: 3157.410156
	Iteration 15Q: 3 clusters Score -1790025 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1790104.500000 Penalty: 3157.410156
	Iteration 16Q: 3 clusters Score -1790104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1790159.750000 Penalty: 3157.410156
	Iteration 17Q: 3 clusters Score -1790160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1790196.750000 Penalty: 3157.410156
	Iteration 18Q: 3 clusters Score -1790197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1790222.000000 Penalty: 3157.410156
	Iteration 19Q: 3 clusters Score -1790222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1790246.625000 Penalty: 3157.410156
	Iteration 20F: 3 clusters Score -1790247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1790266.875000 Penalty: 3157.410156
	Iteration 21Q: 3 clusters Score -1790267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1790289.375000 Penalty: 3157.410156
	Iteration 22Q: 3 clusters Score -1790289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1790317.125000 Penalty: 3157.410156
	Iteration 23Q: 3 clusters Score -1790317 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1790338.750000 Penalty: 3157.410156
	Iteration 24Q: 3 clusters Score -1790339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1790362.500000 Penalty: 3157.410156
	Iteration 25Q: 3 clusters Score -1790362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1790377.375000 Penalty: 3157.410156
	Iteration 26Q: 3 clusters Score -1790377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1790396.625000 Penalty: 3157.410156
	Iteration 27Q: 3 clusters Score -1790397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1790412.000000 Penalty: 3157.410156
	Iteration 28Q: 3 clusters Score -1790412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1790436.375000 Penalty: 3157.410156
	Iteration 29Q: 3 clusters Score -1790436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1790452.750000 Penalty: 3157.410156
	Iteration 30Q: 3 clusters Score -1790453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1790473.250000 Penalty: 3157.410156
	Iteration 31Q: 3 clusters Score -1790473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1790486.250000 Penalty: 3157.410156
	Iteration 32Q: 3 clusters Score -1790486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1790499.750000 Penalty: 3157.410156
	Iteration 33Q: 3 clusters Score -1790500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1790521.375000 Penalty: 3157.410156
	Iteration 34Q: 3 clusters Score -1790521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1790529.000000 Penalty: 3157.410156
	Iteration 35Q: 3 clusters Score -1790529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1790549.375000 Penalty: 3157.410156
	Iteration 36Q: 3 clusters Score -1790549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1790565.875000 Penalty: 3157.410156
	Iteration 37Q: 3 clusters Score -1790566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1790573.250000 Penalty: 3157.410156
	Iteration 38Q: 3 clusters Score -1790573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1790584.000000 Penalty: 3157.410156
	Iteration 39Q: 3 clusters Score -1790584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1790600.250000 Penalty: 3157.410156
	Iteration 40F: 3 clusters Score -1790600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1790615.125000 Penalty: 3157.410156
	Iteration 41Q: 3 clusters Score -1790615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1790628.500000 Penalty: 3157.410156
	Iteration 42Q: 3 clusters Score -1790628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1790635.000000 Penalty: 3157.410156
	Iteration 43Q: 3 clusters Score -1790635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1790643.250000 Penalty: 3157.410156
	Iteration 44Q: 3 clusters Score -1790643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1790651.000000 Penalty: 3157.410156
	Iteration 45Q: 3 clusters Score -1790651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1790658.375000 Penalty: 3157.410156
	Iteration 46Q: 3 clusters Score -1790658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1790663.000000 Penalty: 3157.410156
	Iteration 47Q: 3 clusters Score -1790663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1790673.125000 Penalty: 3157.410156
	Iteration 48Q: 3 clusters Score -1790673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1790675.500000 Penalty: 3157.410156
	Iteration 49Q: 3 clusters Score -1790676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1790679.625000 Penalty: 3157.410156
	Iteration 50Q: 3 clusters Score -1790680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1790685.750000 Penalty: 3157.410156
	Iteration 51Q: 3 clusters Score -1790686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1790688.750000 Penalty: 3157.410156
	Iteration 52Q: 3 clusters Score -1790689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1790690.625000 Penalty: 3157.410156
	Iteration 53Q: 3 clusters Score -1790691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1790693.375000 Penalty: 3157.410156
	Iteration 54Q: 3 clusters Score -1790693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1790695.875000 Penalty: 3157.410156
	Iteration 55Q: 3 clusters Score -1790696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1790698.500000 Penalty: 3157.410156
	Iteration 56Q: 3 clusters Score -1790698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1790698.625000 Penalty: 3157.410156
	Iteration 57Q: 3 clusters Score -1790699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1790701.500000 Penalty: 3157.410156
	Iteration 58Q: 3 clusters Score -1790702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1790701.750000 Penalty: 3157.410156
	Iteration 59Q: 3 clusters Score -1790702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1790698.250000 Penalty: 3157.410156
	Iteration 60F: 3 clusters Score -1790698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1790700.750000 Penalty: 3157.410156
	Iteration 61Q: 3 clusters Score -1790701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1790701.250000 Penalty: 3157.410156
	Iteration 62Q: 3 clusters Score -1790701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1790701.250000 Penalty: 3157.410156
	Iteration 63Q: 3 clusters Score -1790701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1790701.125000 Penalty: 3157.410156
	Iteration 64Q: 3 clusters Score -1790701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1790700.875000 Penalty: 3157.410156
	Iteration 65Q: 3 clusters Score -1790701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1790701.750000 Penalty: 3157.410156
	Iteration 66Q: 3 clusters Score -1790702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1790701.500000 Penalty: 3157.410156
	Iteration 67Q: 3 clusters Score -1790702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1790699.500000 Penalty: 3157.410156
	Iteration 68Q: 3 clusters Score -1790700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1790700.500000 Penalty: 3157.410156
	Iteration 69Q: 3 clusters Score -1790700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1790700.500000 Penalty: 3157.410156
	Iteration 70F: 3 clusters Score -1790700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -343169.437500 Penalty: 1323.416016
	Iteration 0F: 2 clusters Score -343169.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -340154.343750 Penalty: 2646.832031
	Iteration 0F: 3 clusters Score -340154.3 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -340901.593750 Penalty: 2646.832031
	Iteration 1F: 3 clusters Score -340901.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -341045.687500 Penalty: 2646.832031
	Iteration 2F: 3 clusters Score -341045.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -341132.000000 Penalty: 2646.832031
	Iteration 3Q: 3 clusters Score -341132 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -341194.093750 Penalty: 2646.832031
	Iteration 4Q: 3 clusters Score -341194.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -341246.468750 Penalty: 2646.832031
	Iteration 5Q: 3 clusters Score -341246.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -341292.156250 Penalty: 2646.832031
	Iteration 6Q: 3 clusters Score -341292.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -341339.468750 Penalty: 2646.832031
	Iteration 7Q: 3 clusters Score -341339.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -341378.500000 Penalty: 2646.832031
	Iteration 8Q: 3 clusters Score -341378.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -341407.625000 Penalty: 2646.832031
	Iteration 9Q: 3 clusters Score -341407.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -341429.812500 Penalty: 2646.832031
	Iteration 10Q: 3 clusters Score -341429.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -341449.187500 Penalty: 2646.832031
	Iteration 11Q: 3 clusters Score -341449.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -341459.562500 Penalty: 2646.832031
	Iteration 12Q: 3 clusters Score -341459.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -341470.312500 Penalty: 2646.832031
	Iteration 13Q: 3 clusters Score -341470.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -341476.968750 Penalty: 2646.832031
	Iteration 14Q: 3 clusters Score -341477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -341486.812500 Penalty: 2646.832031
	Iteration 15Q: 3 clusters Score -341486.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -341502.968750 Penalty: 2646.832031
	Iteration 16Q: 3 clusters Score -341503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -341517.000000 Penalty: 2646.832031
	Iteration 17Q: 3 clusters Score -341517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -341533.656250 Penalty: 2646.832031
	Iteration 18Q: 3 clusters Score -341533.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -341551.250000 Penalty: 2646.832031
	Iteration 19Q: 3 clusters Score -341551.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -341573.656250 Penalty: 2646.832031
	Iteration 20F: 3 clusters Score -341573.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -341600.437500 Penalty: 2646.832031
	Iteration 21Q: 3 clusters Score -341600.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -341631.281250 Penalty: 2646.832031
	Iteration 22Q: 3 clusters Score -341631.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -341660.718750 Penalty: 2646.832031
	Iteration 23Q: 3 clusters Score -341660.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -341688.625000 Penalty: 2646.832031
	Iteration 24Q: 3 clusters Score -341688.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -341716.375000 Penalty: 2646.832031
	Iteration 25Q: 3 clusters Score -341716.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -341745.187500 Penalty: 2646.832031
	Iteration 26Q: 3 clusters Score -341745.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -341782.093750 Penalty: 2646.832031
	Iteration 27Q: 3 clusters Score -341782.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -341815.218750 Penalty: 2646.832031
	Iteration 28Q: 3 clusters Score -341815.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -341838.000000 Penalty: 2646.832031
	Iteration 29Q: 3 clusters Score -341838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -341856.093750 Penalty: 2646.832031
	Iteration 30Q: 3 clusters Score -341856.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -341871.750000 Penalty: 2646.832031
	Iteration 31Q: 3 clusters Score -341871.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -341882.375000 Penalty: 2646.832031
	Iteration 32Q: 3 clusters Score -341882.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -341891.187500 Penalty: 2646.832031
	Iteration 33Q: 3 clusters Score -341891.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -341898.343750 Penalty: 2646.832031
	Iteration 34Q: 3 clusters Score -341898.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -341907.687500 Penalty: 2646.832031
	Iteration 35Q: 3 clusters Score -341907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -341913.218750 Penalty: 2646.832031
	Iteration 36Q: 3 clusters Score -341913.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -341920.562500 Penalty: 2646.832031
	Iteration 37Q: 3 clusters Score -341920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -341926.906250 Penalty: 2646.832031
	Iteration 38Q: 3 clusters Score -341926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -341931.593750 Penalty: 2646.832031
	Iteration 39Q: 3 clusters Score -341931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -341936.750000 Penalty: 2646.832031
	Iteration 40F: 3 clusters Score -341936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -341940.218750 Penalty: 2646.832031
	Iteration 41Q: 3 clusters Score -341940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -341942.406250 Penalty: 2646.832031
	Iteration 42Q: 3 clusters Score -341942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -341944.125000 Penalty: 2646.832031
	Iteration 43Q: 3 clusters Score -341944.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -341948.312500 Penalty: 2646.832031
	Iteration 44Q: 3 clusters Score -341948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -341951.500000 Penalty: 2646.832031
	Iteration 45Q: 3 clusters Score -341951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -341955.281250 Penalty: 2646.832031
	Iteration 46Q: 3 clusters Score -341955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -341958.343750 Penalty: 2646.832031
	Iteration 47Q: 3 clusters Score -341958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -341962.000000 Penalty: 2646.832031
	Iteration 48Q: 3 clusters Score -341962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -341962.593750 Penalty: 2646.832031
	Iteration 49Q: 3 clusters Score -341962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -341963.125000 Penalty: 2646.832031
	Iteration 50Q: 3 clusters Score -341963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -341964.718750 Penalty: 2646.832031
	Iteration 51Q: 3 clusters Score -341964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -341966.468750 Penalty: 2646.832031
	Iteration 52Q: 3 clusters Score -341966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -341969.125000 Penalty: 2646.832031
	Iteration 53Q: 3 clusters Score -341969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -341971.093750 Penalty: 2646.832031
	Iteration 54Q: 3 clusters Score -341971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -341974.781250 Penalty: 2646.832031
	Iteration 55Q: 3 clusters Score -341974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -341976.281250 Penalty: 2646.832031
	Iteration 56Q: 3 clusters Score -341976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -341976.781250 Penalty: 2646.832031
	Iteration 57Q: 3 clusters Score -341976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -341979.343750 Penalty: 2646.832031
	Iteration 58Q: 3 clusters Score -341979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -341982.843750 Penalty: 2646.832031
	Iteration 59Q: 3 clusters Score -341982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -341985.031250 Penalty: 2646.832031
	Iteration 60F: 3 clusters Score -341985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -341985.906250 Penalty: 2646.832031
	Iteration 61Q: 3 clusters Score -341985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -341988.562500 Penalty: 2646.832031
	Iteration 62Q: 3 clusters Score -341988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -341989.187500 Penalty: 2646.832031
	Iteration 63Q: 3 clusters Score -341989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -341990.968750 Penalty: 2646.832031
	Iteration 64Q: 3 clusters Score -341991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -341991.187500 Penalty: 2646.832031
	Iteration 65Q: 3 clusters Score -341991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -341991.000000 Penalty: 2646.832031
	Iteration 66Q: 3 clusters Score -341991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -341991.000000 Penalty: 2646.832031
	Iteration 67F: 3 clusters Score -341991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -317906.406250 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -317906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -315048.000000 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -315048 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -315910.593750 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -315910.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -316335.250000 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -316335.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -316941.906250 Penalty: 2623.754639
	Iteration 3F: 3 clusters Score -316941.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -317463.562500 Penalty: 2623.754639
	Iteration 4F: 3 clusters Score -317463.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -317764.750000 Penalty: 2623.754639
	Iteration 5F: 3 clusters Score -317764.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -317963.000000 Penalty: 2623.754639
	Iteration 6F: 3 clusters Score -317963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -318069.656250 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -318069.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -318152.937500 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -318152.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -318221.656250 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -318221.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -318273.125000 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -318273.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -318300.375000 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -318300.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -318320.031250 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -318320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -318337.406250 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -318337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -318343.781250 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -318343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -318352.812500 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -318352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -318355.750000 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -318355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -318357.656250 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -318357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -318359.531250 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -318359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -318362.562500 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -318362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -318362.750000 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -318362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -318364.937500 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -318364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -318365.562500 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -318365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -318365.562500 Penalty: 2623.754639
	Iteration 23F: 3 clusters Score -318365.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31465 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5224 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28528 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2844 members 
Mstep: Class 50 contains 2528 members 
Entering Unmasked Estep 
Score: -154064240.000000 Penalty: 115734.070312
Splitting cluster 35 changes total score from -154065008.000000 to -154064240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -423240.437500 Penalty: 1360.740112
	Iteration 0F: 2 clusters Score -423240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -419690.812500 Penalty: 2721.480225
	Iteration 0F: 3 clusters Score -419690.8 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -420685.906250 Penalty: 2721.480225
	Iteration 1F: 3 clusters Score -420685.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -420929.125000 Penalty: 2721.480225
	Iteration 2F: 3 clusters Score -420929.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -421091.562500 Penalty: 2721.480225
	Iteration 3F: 3 clusters Score -421091.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -421240.531250 Penalty: 2721.480225
	Iteration 4F: 3 clusters Score -421240.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -421407.093750 Penalty: 2721.480225
	Iteration 5Q: 3 clusters Score -421407.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -421577.343750 Penalty: 2721.480225
	Iteration 6Q: 3 clusters Score -421577.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -421791.406250 Penalty: 2721.480225
	Iteration 7Q: 3 clusters Score -421791.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -422056.468750 Penalty: 2721.480225
	Iteration 8F: 3 clusters Score -422056.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -422345.000000 Penalty: 2721.480225
	Iteration 9F: 3 clusters Score -422345 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -422574.218750 Penalty: 2721.480225
	Iteration 10F: 3 clusters Score -422574.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -422721.812500 Penalty: 2721.480225
	Iteration 11Q: 3 clusters Score -422721.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -422817.500000 Penalty: 2721.480225
	Iteration 12Q: 3 clusters Score -422817.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -422862.750000 Penalty: 2721.480225
	Iteration 13Q: 3 clusters Score -422862.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -422899.031250 Penalty: 2721.480225
	Iteration 14Q: 3 clusters Score -422899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -422927.000000 Penalty: 2721.480225
	Iteration 15Q: 3 clusters Score -422927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -422950.687500 Penalty: 2721.480225
	Iteration 16Q: 3 clusters Score -422950.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -422975.812500 Penalty: 2721.480225
	Iteration 17Q: 3 clusters Score -422975.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -422996.406250 Penalty: 2721.480225
	Iteration 18Q: 3 clusters Score -422996.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -423019.031250 Penalty: 2721.480225
	Iteration 19Q: 3 clusters Score -423019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -423038.093750 Penalty: 2721.480225
	Iteration 20F: 3 clusters Score -423038.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -423060.343750 Penalty: 2721.480225
	Iteration 21Q: 3 clusters Score -423060.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -423091.781250 Penalty: 2721.480225
	Iteration 22Q: 3 clusters Score -423091.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -423127.937500 Penalty: 2721.480225
	Iteration 23Q: 3 clusters Score -423127.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -423154.843750 Penalty: 2721.480225
	Iteration 24Q: 3 clusters Score -423154.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -423175.906250 Penalty: 2721.480225
	Iteration 25Q: 3 clusters Score -423175.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -423192.468750 Penalty: 2721.480225
	Iteration 26Q: 3 clusters Score -423192.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -423209.031250 Penalty: 2721.480225
	Iteration 27Q: 3 clusters Score -423209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -423225.218750 Penalty: 2721.480225
	Iteration 28Q: 3 clusters Score -423225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -423248.625000 Penalty: 2721.480225
	Iteration 29Q: 3 clusters Score -423248.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -423276.875000 Penalty: 2721.480225
	Iteration 30Q: 3 clusters Score -423276.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -423296.968750 Penalty: 2721.480225
	Iteration 31Q: 3 clusters Score -423297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -423314.687500 Penalty: 2721.480225
	Iteration 32Q: 3 clusters Score -423314.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -423327.593750 Penalty: 2721.480225
	Iteration 33Q: 3 clusters Score -423327.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -423350.750000 Penalty: 2721.480225
	Iteration 34Q: 3 clusters Score -423350.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -423374.468750 Penalty: 2721.480225
	Iteration 35Q: 3 clusters Score -423374.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -423401.375000 Penalty: 2721.480225
	Iteration 36Q: 3 clusters Score -423401.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -423427.562500 Penalty: 2721.480225
	Iteration 37Q: 3 clusters Score -423427.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -423448.531250 Penalty: 2721.480225
	Iteration 38Q: 3 clusters Score -423448.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -423466.406250 Penalty: 2721.480225
	Iteration 39Q: 3 clusters Score -423466.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -423478.218750 Penalty: 2721.480225
	Iteration 40F: 3 clusters Score -423478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -423485.531250 Penalty: 2721.480225
	Iteration 41Q: 3 clusters Score -423485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -423489.875000 Penalty: 2721.480225
	Iteration 42Q: 3 clusters Score -423489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -423491.375000 Penalty: 2721.480225
	Iteration 43Q: 3 clusters Score -423491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -423493.781250 Penalty: 2721.480225
	Iteration 44Q: 3 clusters Score -423493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -423497.093750 Penalty: 2721.480225
	Iteration 45Q: 3 clusters Score -423497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -423499.500000 Penalty: 2721.480225
	Iteration 46Q: 3 clusters Score -423499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -423500.343750 Penalty: 2721.480225
	Iteration 47Q: 3 clusters Score -423500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -423503.062500 Penalty: 2721.480225
	Iteration 48Q: 3 clusters Score -423503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -423506.031250 Penalty: 2721.480225
	Iteration 49Q: 3 clusters Score -423506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -423509.000000 Penalty: 2721.480225
	Iteration 50Q: 3 clusters Score -423509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -423510.531250 Penalty: 2721.480225
	Iteration 51Q: 3 clusters Score -423510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -423513.812500 Penalty: 2721.480225
	Iteration 52Q: 3 clusters Score -423513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -423520.656250 Penalty: 2721.480225
	Iteration 53Q: 3 clusters Score -423520.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -423527.281250 Penalty: 2721.480225
	Iteration 54Q: 3 clusters Score -423527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -423530.781250 Penalty: 2721.480225
	Iteration 55Q: 3 clusters Score -423530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -423534.125000 Penalty: 2721.480225
	Iteration 56Q: 3 clusters Score -423534.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -423538.312500 Penalty: 2721.480225
	Iteration 57Q: 3 clusters Score -423538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -423541.375000 Penalty: 2721.480225
	Iteration 58Q: 3 clusters Score -423541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -423543.437500 Penalty: 2721.480225
	Iteration 59Q: 3 clusters Score -423543.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -423546.250000 Penalty: 2721.480225
	Iteration 60F: 3 clusters Score -423546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -423548.562500 Penalty: 2721.480225
	Iteration 61Q: 3 clusters Score -423548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -423550.687500 Penalty: 2721.480225
	Iteration 62Q: 3 clusters Score -423550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -423551.656250 Penalty: 2721.480225
	Iteration 63Q: 3 clusters Score -423551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -423552.218750 Penalty: 2721.480225
	Iteration 64Q: 3 clusters Score -423552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -423552.281250 Penalty: 2721.480225
	Iteration 65Q: 3 clusters Score -423552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -423553.593750 Penalty: 2721.480225
	Iteration 66Q: 3 clusters Score -423553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -423554.000000 Penalty: 2721.480225
	Iteration 67Q: 3 clusters Score -423554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -423553.406250 Penalty: 2721.480225
	Iteration 68Q: 3 clusters Score -423553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -423553.468750 Penalty: 2721.480225
	Iteration 69Q: 3 clusters Score -423553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -423555.062500 Penalty: 2721.480225
	Iteration 70Q: 3 clusters Score -423555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -423556.437500 Penalty: 2721.480225
	Iteration 71Q: 3 clusters Score -423556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -423557.031250 Penalty: 2721.480225
	Iteration 72Q: 3 clusters Score -423557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -423556.906250 Penalty: 2721.480225
	Iteration 73Q: 3 clusters Score -423556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -423556.843750 Penalty: 2721.480225
	Iteration 74Q: 3 clusters Score -423556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -423558.156250 Penalty: 2721.480225
	Iteration 75Q: 3 clusters Score -423558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -423558.906250 Penalty: 2721.480225
	Iteration 76Q: 3 clusters Score -423558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -423559.843750 Penalty: 2721.480225
	Iteration 77Q: 3 clusters Score -423559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -423559.437500 Penalty: 2721.480225
	Iteration 78Q: 3 clusters Score -423559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -423559.437500 Penalty: 2721.480225
	Iteration 79F: 3 clusters Score -423559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31465 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 3205 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5224 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28528 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2844 members 
Mstep: Class 50 contains 1127 members 
Entering Unmasked Estep 
Score: -154064240.000000 Penalty: 115734.070312
Splitting cluster 36 changes total score from -154065008.000000 to -154064240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -339146.343750 Penalty: 1337.728271
	Iteration 0F: 2 clusters Score -339146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -335975.562500 Penalty: 2675.456543
	Iteration 0F: 3 clusters Score -335975.6 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -337116.750000 Penalty: 2675.456543
	Iteration 1F: 3 clusters Score -337116.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -337650.531250 Penalty: 2675.456543
	Iteration 2F: 3 clusters Score -337650.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -338173.843750 Penalty: 2675.456543
	Iteration 3F: 3 clusters Score -338173.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -338596.031250 Penalty: 2675.456543
	Iteration 4F: 3 clusters Score -338596 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -338948.750000 Penalty: 2675.456543
	Iteration 5F: 3 clusters Score -338948.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -339200.593750 Penalty: 2675.456543
	Iteration 6F: 3 clusters Score -339200.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -339333.093750 Penalty: 2675.456543
	Iteration 7Q: 3 clusters Score -339333.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -339405.656250 Penalty: 2675.456543
	Iteration 8Q: 3 clusters Score -339405.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -339453.312500 Penalty: 2675.456543
	Iteration 9Q: 3 clusters Score -339453.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -339485.875000 Penalty: 2675.456543
	Iteration 10Q: 3 clusters Score -339485.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -339506.250000 Penalty: 2675.456543
	Iteration 11Q: 3 clusters Score -339506.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -339521.125000 Penalty: 2675.456543
	Iteration 12Q: 3 clusters Score -339521.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -339531.937500 Penalty: 2675.456543
	Iteration 13Q: 3 clusters Score -339531.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -339544.593750 Penalty: 2675.456543
	Iteration 14Q: 3 clusters Score -339544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -339551.750000 Penalty: 2675.456543
	Iteration 15Q: 3 clusters Score -339551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -339559.562500 Penalty: 2675.456543
	Iteration 16Q: 3 clusters Score -339559.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -339563.500000 Penalty: 2675.456543
	Iteration 17Q: 3 clusters Score -339563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -339564.500000 Penalty: 2675.456543
	Iteration 18Q: 3 clusters Score -339564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -339565.218750 Penalty: 2675.456543
	Iteration 19Q: 3 clusters Score -339565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -339565.531250 Penalty: 2675.456543
	Iteration 20F: 3 clusters Score -339565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -339566.687500 Penalty: 2675.456543
	Iteration 21Q: 3 clusters Score -339566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -339565.937500 Penalty: 2675.456543
	Iteration 22Q: 3 clusters Score -339565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -339567.156250 Penalty: 2675.456543
	Iteration 23Q: 3 clusters Score -339567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -339567.468750 Penalty: 2675.456543
	Iteration 24Q: 3 clusters Score -339567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -339567.625000 Penalty: 2675.456543
	Iteration 25Q: 3 clusters Score -339567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -339567.625000 Penalty: 2675.456543
	Iteration 26F: 3 clusters Score -339567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31465 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 2272 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5224 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28528 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2844 members 
Mstep: Class 50 contains 1488 members 
Entering Unmasked Estep 
Score: -154064256.000000 Penalty: 115734.070312
Splitting cluster 37 changes total score from -154065008.000000 to -154064256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -1533482.125000 Penalty: 1563.368042
	Iteration 0F: 2 clusters Score -1533482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1522993.000000 Penalty: 3126.736084
	Iteration 0F: 3 clusters Score -1522993 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1526670.250000 Penalty: 3126.736084
	Iteration 1F: 3 clusters Score -1526670 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1527026.125000 Penalty: 3126.736084
	Iteration 2F: 3 clusters Score -1527026 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1527346.625000 Penalty: 3126.736084
	Iteration 3Q: 3 clusters Score -1527347 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1527672.750000 Penalty: 3126.736084
	Iteration 4Q: 3 clusters Score -1527673 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1528044.875000 Penalty: 3126.736084
	Iteration 5Q: 3 clusters Score -1528045 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1528473.875000 Penalty: 3126.736084
	Iteration 6F: 3 clusters Score -1528474 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1528968.250000 Penalty: 3126.736084
	Iteration 7F: 3 clusters Score -1528968 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1529471.000000 Penalty: 3126.736084
	Iteration 8F: 3 clusters Score -1529471 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1529951.375000 Penalty: 3126.736084
	Iteration 9F: 3 clusters Score -1529951 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1530383.000000 Penalty: 3126.736084
	Iteration 10Q: 3 clusters Score -1530383 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1530732.500000 Penalty: 3126.736084
	Iteration 11Q: 3 clusters Score -1530732 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1531002.375000 Penalty: 3126.736084
	Iteration 12Q: 3 clusters Score -1531002 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1531197.250000 Penalty: 3126.736084
	Iteration 13Q: 3 clusters Score -1531197 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1531360.875000 Penalty: 3126.736084
	Iteration 14Q: 3 clusters Score -1531361 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1531480.125000 Penalty: 3126.736084
	Iteration 15Q: 3 clusters Score -1531480 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1531567.625000 Penalty: 3126.736084
	Iteration 16Q: 3 clusters Score -1531568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1531629.625000 Penalty: 3126.736084
	Iteration 17Q: 3 clusters Score -1531630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1531680.375000 Penalty: 3126.736084
	Iteration 18Q: 3 clusters Score -1531680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1531722.875000 Penalty: 3126.736084
	Iteration 19Q: 3 clusters Score -1531723 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1531752.875000 Penalty: 3126.736084
	Iteration 20F: 3 clusters Score -1531753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1531790.250000 Penalty: 3126.736084
	Iteration 21Q: 3 clusters Score -1531790 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1531802.625000 Penalty: 3126.736084
	Iteration 22Q: 3 clusters Score -1531803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1531809.500000 Penalty: 3126.736084
	Iteration 23Q: 3 clusters Score -1531810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1531816.250000 Penalty: 3126.736084
	Iteration 24Q: 3 clusters Score -1531816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1531826.500000 Penalty: 3126.736084
	Iteration 25Q: 3 clusters Score -1531826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1531830.375000 Penalty: 3126.736084
	Iteration 26Q: 3 clusters Score -1531830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1531837.250000 Penalty: 3126.736084
	Iteration 27Q: 3 clusters Score -1531837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1531843.125000 Penalty: 3126.736084
	Iteration 28Q: 3 clusters Score -1531843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1531848.375000 Penalty: 3126.736084
	Iteration 29Q: 3 clusters Score -1531848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1531850.750000 Penalty: 3126.736084
	Iteration 30Q: 3 clusters Score -1531851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1531854.875000 Penalty: 3126.736084
	Iteration 31Q: 3 clusters Score -1531855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1531860.125000 Penalty: 3126.736084
	Iteration 32Q: 3 clusters Score -1531860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1531860.000000 Penalty: 3126.736084
	Iteration 33Q: 3 clusters Score -1531860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1531859.500000 Penalty: 3126.736084
	Iteration 34Q: 3 clusters Score -1531860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1531862.125000 Penalty: 3126.736084
	Iteration 35Q: 3 clusters Score -1531862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1531866.125000 Penalty: 3126.736084
	Iteration 36Q: 3 clusters Score -1531866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1531865.125000 Penalty: 3126.736084
	Iteration 37Q: 3 clusters Score -1531865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1531863.750000 Penalty: 3126.736084
	Iteration 38Q: 3 clusters Score -1531864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1531866.250000 Penalty: 3126.736084
	Iteration 39Q: 3 clusters Score -1531866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1531870.250000 Penalty: 3126.736084
	Iteration 40F: 3 clusters Score -1531870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1531873.125000 Penalty: 3126.736084
	Iteration 41Q: 3 clusters Score -1531873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1531873.125000 Penalty: 3126.736084
	Iteration 42Q: 3 clusters Score -1531873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1531873.625000 Penalty: 3126.736084
	Iteration 43Q: 3 clusters Score -1531874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1531874.625000 Penalty: 3126.736084
	Iteration 44Q: 3 clusters Score -1531875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1531876.875000 Penalty: 3126.736084
	Iteration 45Q: 3 clusters Score -1531877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1531879.625000 Penalty: 3126.736084
	Iteration 46Q: 3 clusters Score -1531880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1531875.125000 Penalty: 3126.736084
	Iteration 47Q: 3 clusters Score -1531875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1531878.000000 Penalty: 3126.736084
	Iteration 48Q: 3 clusters Score -1531878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1531879.375000 Penalty: 3126.736084
	Iteration 49Q: 3 clusters Score -1531879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1531884.375000 Penalty: 3126.736084
	Iteration 50Q: 3 clusters Score -1531884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1531886.500000 Penalty: 3126.736084
	Iteration 51Q: 3 clusters Score -1531886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1531894.125000 Penalty: 3126.736084
	Iteration 52Q: 3 clusters Score -1531894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1531896.875000 Penalty: 3126.736084
	Iteration 53Q: 3 clusters Score -1531897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1531901.625000 Penalty: 3126.736084
	Iteration 54Q: 3 clusters Score -1531902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1531904.000000 Penalty: 3126.736084
	Iteration 55Q: 3 clusters Score -1531904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1531905.500000 Penalty: 3126.736084
	Iteration 56Q: 3 clusters Score -1531906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1531909.375000 Penalty: 3126.736084
	Iteration 57Q: 3 clusters Score -1531909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1531915.250000 Penalty: 3126.736084
	Iteration 58Q: 3 clusters Score -1531915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1531919.625000 Penalty: 3126.736084
	Iteration 59Q: 3 clusters Score -1531920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1531918.625000 Penalty: 3126.736084
	Iteration 60F: 3 clusters Score -1531919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1531919.000000 Penalty: 3126.736084
	Iteration 61Q: 3 clusters Score -1531919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1531913.375000 Penalty: 3126.736084
	Iteration 62Q: 3 clusters Score -1531913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1531911.875000 Penalty: 3126.736084
	Iteration 63Q: 3 clusters Score -1531912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1531918.375000 Penalty: 3126.736084
	Iteration 64Q: 3 clusters Score -1531918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1531915.250000 Penalty: 3126.736084
	Iteration 65Q: 3 clusters Score -1531915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1531918.500000 Penalty: 3126.736084
	Iteration 66Q: 3 clusters Score -1531918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1531919.875000 Penalty: 3126.736084
	Iteration 67Q: 3 clusters Score -1531920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1531917.875000 Penalty: 3126.736084
	Iteration 68Q: 3 clusters Score -1531918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1531919.375000 Penalty: 3126.736084
	Iteration 69Q: 3 clusters Score -1531919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1531920.125000 Penalty: 3126.736084
	Iteration 70Q: 3 clusters Score -1531920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1531922.125000 Penalty: 3126.736084
	Iteration 71Q: 3 clusters Score -1531922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1531928.000000 Penalty: 3126.736084
	Iteration 72Q: 3 clusters Score -1531928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1531928.750000 Penalty: 3126.736084
	Iteration 73Q: 3 clusters Score -1531929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1531932.875000 Penalty: 3126.736084
	Iteration 74Q: 3 clusters Score -1531933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1531931.625000 Penalty: 3126.736084
	Iteration 75Q: 3 clusters Score -1531932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1531928.250000 Penalty: 3126.736084
	Iteration 76Q: 3 clusters Score -1531928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1531926.250000 Penalty: 3126.736084
	Iteration 77Q: 3 clusters Score -1531926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1531929.625000 Penalty: 3126.736084
	Iteration 78Q: 3 clusters Score -1531930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1531929.250000 Penalty: 3126.736084
	Iteration 79Q: 3 clusters Score -1531929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1531927.500000 Penalty: 3126.736084
	Iteration 80F: 3 clusters Score -1531928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1531929.875000 Penalty: 3126.736084
	Iteration 81Q: 3 clusters Score -1531930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1531929.500000 Penalty: 3126.736084
	Iteration 82Q: 3 clusters Score -1531930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1531933.125000 Penalty: 3126.736084
	Iteration 83Q: 3 clusters Score -1531933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1531934.000000 Penalty: 3126.736084
	Iteration 84Q: 3 clusters Score -1531934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1531938.125000 Penalty: 3126.736084
	Iteration 85Q: 3 clusters Score -1531938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1531940.250000 Penalty: 3126.736084
	Iteration 86Q: 3 clusters Score -1531940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1531938.625000 Penalty: 3126.736084
	Iteration 87Q: 3 clusters Score -1531939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1531940.375000 Penalty: 3126.736084
	Iteration 88Q: 3 clusters Score -1531940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1531940.625000 Penalty: 3126.736084
	Iteration 89Q: 3 clusters Score -1531941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1531943.500000 Penalty: 3126.736084
	Iteration 90Q: 3 clusters Score -1531944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1531943.625000 Penalty: 3126.736084
	Iteration 91Q: 3 clusters Score -1531944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1531942.625000 Penalty: 3126.736084
	Iteration 92Q: 3 clusters Score -1531943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1531946.000000 Penalty: 3126.736084
	Iteration 93Q: 3 clusters Score -1531946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1531942.625000 Penalty: 3126.736084
	Iteration 94Q: 3 clusters Score -1531943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1531944.500000 Penalty: 3126.736084
	Iteration 95Q: 3 clusters Score -1531944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1531943.875000 Penalty: 3126.736084
	Iteration 96Q: 3 clusters Score -1531944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1531944.250000 Penalty: 3126.736084
	Iteration 97Q: 3 clusters Score -1531944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1531945.875000 Penalty: 3126.736084
	Iteration 98Q: 3 clusters Score -1531946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1531949.000000 Penalty: 3126.736084
	Iteration 99Q: 3 clusters Score -1531949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1531951.000000 Penalty: 3126.736084
	Iteration 100F: 3 clusters Score -1531951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1531952.250000 Penalty: 3126.736084
	Iteration 101Q: 3 clusters Score -1531952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1531950.875000 Penalty: 3126.736084
	Iteration 102Q: 3 clusters Score -1531951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1531951.875000 Penalty: 3126.736084
	Iteration 103Q: 3 clusters Score -1531952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1531950.750000 Penalty: 3126.736084
	Iteration 104Q: 3 clusters Score -1531951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1531951.875000 Penalty: 3126.736084
	Iteration 105Q: 3 clusters Score -1531952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1531951.500000 Penalty: 3126.736084
	Iteration 106Q: 3 clusters Score -1531952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1531950.500000 Penalty: 3126.736084
	Iteration 107Q: 3 clusters Score -1531950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1531955.750000 Penalty: 3126.736084
	Iteration 108Q: 3 clusters Score -1531956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1531955.500000 Penalty: 3126.736084
	Iteration 109Q: 3 clusters Score -1531956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1531955.250000 Penalty: 3126.736084
	Iteration 110Q: 3 clusters Score -1531955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1531958.250000 Penalty: 3126.736084
	Iteration 111Q: 3 clusters Score -1531958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1531956.125000 Penalty: 3126.736084
	Iteration 112Q: 3 clusters Score -1531956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1531955.625000 Penalty: 3126.736084
	Iteration 113Q: 3 clusters Score -1531956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1531956.750000 Penalty: 3126.736084
	Iteration 114Q: 3 clusters Score -1531957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1531958.000000 Penalty: 3126.736084
	Iteration 115Q: 3 clusters Score -1531958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1531960.625000 Penalty: 3126.736084
	Iteration 116Q: 3 clusters Score -1531961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1531956.000000 Penalty: 3126.736084
	Iteration 117Q: 3 clusters Score -1531956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1531962.875000 Penalty: 3126.736084
	Iteration 118Q: 3 clusters Score -1531963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1531960.375000 Penalty: 3126.736084
	Iteration 119Q: 3 clusters Score -1531960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1531963.625000 Penalty: 3126.736084
	Iteration 120F: 3 clusters Score -1531964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1531962.875000 Penalty: 3126.736084
	Iteration 121Q: 3 clusters Score -1531963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1531962.250000 Penalty: 3126.736084
	Iteration 122Q: 3 clusters Score -1531962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1531961.375000 Penalty: 3126.736084
	Iteration 123Q: 3 clusters Score -1531961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1531962.375000 Penalty: 3126.736084
	Iteration 124Q: 3 clusters Score -1531962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1531962.250000 Penalty: 3126.736084
	Iteration 125Q: 3 clusters Score -1531962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1531961.750000 Penalty: 3126.736084
	Iteration 126Q: 3 clusters Score -1531962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1531962.250000 Penalty: 3126.736084
	Iteration 127Q: 3 clusters Score -1531962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1531962.250000 Penalty: 3126.736084
	Iteration 128F: 3 clusters Score -1531962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Entering Unmasked Estep 
Score: -1075082.500000 Penalty: 1505.657715
	Iteration 0F: 2 clusters Score -1075082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1067558.250000 Penalty: 3011.315430
	Iteration 0F: 3 clusters Score -1067558 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1070218.250000 Penalty: 3011.315430
	Iteration 1F: 3 clusters Score -1070218 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1070692.125000 Penalty: 3011.315430
	Iteration 2F: 3 clusters Score -1070692 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1071278.750000 Penalty: 3011.315430
	Iteration 3F: 3 clusters Score -1071279 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1071883.750000 Penalty: 3011.315430
	Iteration 4F: 3 clusters Score -1071884 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1072433.750000 Penalty: 3011.315430
	Iteration 5F: 3 clusters Score -1072434 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1072861.250000 Penalty: 3011.315430
	Iteration 6F: 3 clusters Score -1072861 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1073169.625000 Penalty: 3011.315430
	Iteration 7F: 3 clusters Score -1073170 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1073410.625000 Penalty: 3011.315430
	Iteration 8Q: 3 clusters Score -1073411 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1073569.000000 Penalty: 3011.315430
	Iteration 9Q: 3 clusters Score -1073569 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1073691.125000 Penalty: 3011.315430
	Iteration 10Q: 3 clusters Score -1073691 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1073782.375000 Penalty: 3011.315430
	Iteration 11Q: 3 clusters Score -1073782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1073852.875000 Penalty: 3011.315430
	Iteration 12Q: 3 clusters Score -1073853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1073910.875000 Penalty: 3011.315430
	Iteration 13Q: 3 clusters Score -1073911 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1073956.625000 Penalty: 3011.315430
	Iteration 14Q: 3 clusters Score -1073957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1073995.875000 Penalty: 3011.315430
	Iteration 15Q: 3 clusters Score -1073996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1074029.250000 Penalty: 3011.315430
	Iteration 16Q: 3 clusters Score -1074029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1074053.500000 Penalty: 3011.315430
	Iteration 17Q: 3 clusters Score -1074054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1074068.000000 Penalty: 3011.315430
	Iteration 18Q: 3 clusters Score -1074068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1074080.875000 Penalty: 3011.315430
	Iteration 19Q: 3 clusters Score -1074081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1074093.375000 Penalty: 3011.315430
	Iteration 20F: 3 clusters Score -1074093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1074105.000000 Penalty: 3011.315430
	Iteration 21Q: 3 clusters Score -1074105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1074109.250000 Penalty: 3011.315430
	Iteration 22Q: 3 clusters Score -1074109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1074116.125000 Penalty: 3011.315430
	Iteration 23Q: 3 clusters Score -1074116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1074123.250000 Penalty: 3011.315430
	Iteration 24Q: 3 clusters Score -1074123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1074126.375000 Penalty: 3011.315430
	Iteration 25Q: 3 clusters Score -1074126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1074128.250000 Penalty: 3011.315430
	Iteration 26Q: 3 clusters Score -1074128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1074130.250000 Penalty: 3011.315430
	Iteration 27Q: 3 clusters Score -1074130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1074131.625000 Penalty: 3011.315430
	Iteration 28Q: 3 clusters Score -1074132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1074133.250000 Penalty: 3011.315430
	Iteration 29Q: 3 clusters Score -1074133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1074135.875000 Penalty: 3011.315430
	Iteration 30Q: 3 clusters Score -1074136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1074140.875000 Penalty: 3011.315430
	Iteration 31Q: 3 clusters Score -1074141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1074144.500000 Penalty: 3011.315430
	Iteration 32Q: 3 clusters Score -1074144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1074148.000000 Penalty: 3011.315430
	Iteration 33Q: 3 clusters Score -1074148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1074147.125000 Penalty: 3011.315430
	Iteration 34Q: 3 clusters Score -1074147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1074149.000000 Penalty: 3011.315430
	Iteration 35Q: 3 clusters Score -1074149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1074151.125000 Penalty: 3011.315430
	Iteration 36Q: 3 clusters Score -1074151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1074157.000000 Penalty: 3011.315430
	Iteration 37Q: 3 clusters Score -1074157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1074159.000000 Penalty: 3011.315430
	Iteration 38Q: 3 clusters Score -1074159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1074163.625000 Penalty: 3011.315430
	Iteration 39Q: 3 clusters Score -1074164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1074167.875000 Penalty: 3011.315430
	Iteration 40F: 3 clusters Score -1074168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1074170.250000 Penalty: 3011.315430
	Iteration 41Q: 3 clusters Score -1074170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1074173.375000 Penalty: 3011.315430
	Iteration 42Q: 3 clusters Score -1074173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1074178.500000 Penalty: 3011.315430
	Iteration 43Q: 3 clusters Score -1074178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1074181.875000 Penalty: 3011.315430
	Iteration 44Q: 3 clusters Score -1074182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1074182.750000 Penalty: 3011.315430
	Iteration 45Q: 3 clusters Score -1074183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1074184.375000 Penalty: 3011.315430
	Iteration 46Q: 3 clusters Score -1074184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1074184.750000 Penalty: 3011.315430
	Iteration 47Q: 3 clusters Score -1074185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1074183.750000 Penalty: 3011.315430
	Iteration 48Q: 3 clusters Score -1074184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1074185.375000 Penalty: 3011.315430
	Iteration 49Q: 3 clusters Score -1074185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1074186.750000 Penalty: 3011.315430
	Iteration 50Q: 3 clusters Score -1074187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1074188.875000 Penalty: 3011.315430
	Iteration 51Q: 3 clusters Score -1074189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1074189.750000 Penalty: 3011.315430
	Iteration 52Q: 3 clusters Score -1074190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1074190.875000 Penalty: 3011.315430
	Iteration 53Q: 3 clusters Score -1074191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1074192.250000 Penalty: 3011.315430
	Iteration 54Q: 3 clusters Score -1074192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1074193.125000 Penalty: 3011.315430
	Iteration 55Q: 3 clusters Score -1074193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1074193.125000 Penalty: 3011.315430
	Iteration 56Q: 3 clusters Score -1074193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1074193.125000 Penalty: 3011.315430
	Iteration 57F: 3 clusters Score -1074193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -876863.187500 Penalty: 1478.017212
	Iteration 0F: 2 clusters Score -876863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -870377.062500 Penalty: 2956.034424
	Iteration 0F: 3 clusters Score -870377.1 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -872526.937500 Penalty: 2956.034424
	Iteration 1F: 3 clusters Score -872526.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -872944.875000 Penalty: 2956.034424
	Iteration 2F: 3 clusters Score -872944.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -873350.250000 Penalty: 2956.034424
	Iteration 3F: 3 clusters Score -873350.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -873846.187500 Penalty: 2956.034424
	Iteration 4F: 3 clusters Score -873846.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -874382.937500 Penalty: 2956.034424
	Iteration 5F: 3 clusters Score -874382.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -874873.937500 Penalty: 2956.034424
	Iteration 6F: 3 clusters Score -874873.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -875197.625000 Penalty: 2956.034424
	Iteration 7F: 3 clusters Score -875197.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -875383.562500 Penalty: 2956.034424
	Iteration 8Q: 3 clusters Score -875383.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -875484.875000 Penalty: 2956.034424
	Iteration 9Q: 3 clusters Score -875484.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -875533.062500 Penalty: 2956.034424
	Iteration 10Q: 3 clusters Score -875533.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -875567.812500 Penalty: 2956.034424
	Iteration 11Q: 3 clusters Score -875567.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -875591.062500 Penalty: 2956.034424
	Iteration 12Q: 3 clusters Score -875591.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -875606.687500 Penalty: 2956.034424
	Iteration 13Q: 3 clusters Score -875606.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -875619.562500 Penalty: 2956.034424
	Iteration 14Q: 3 clusters Score -875619.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -875626.000000 Penalty: 2956.034424
	Iteration 15Q: 3 clusters Score -875626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -875629.187500 Penalty: 2956.034424
	Iteration 16Q: 3 clusters Score -875629.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -875634.625000 Penalty: 2956.034424
	Iteration 17Q: 3 clusters Score -875634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -875636.375000 Penalty: 2956.034424
	Iteration 18Q: 3 clusters Score -875636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -875639.687500 Penalty: 2956.034424
	Iteration 19Q: 3 clusters Score -875639.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -875638.375000 Penalty: 2956.034424
	Iteration 20F: 3 clusters Score -875638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -875638.875000 Penalty: 2956.034424
	Iteration 21Q: 3 clusters Score -875638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -875641.687500 Penalty: 2956.034424
	Iteration 22Q: 3 clusters Score -875641.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -875642.625000 Penalty: 2956.034424
	Iteration 23Q: 3 clusters Score -875642.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -875643.375000 Penalty: 2956.034424
	Iteration 24Q: 3 clusters Score -875643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -875643.937500 Penalty: 2956.034424
	Iteration 25Q: 3 clusters Score -875643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -875645.000000 Penalty: 2956.034424
	Iteration 26Q: 3 clusters Score -875645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -875644.812500 Penalty: 2956.034424
	Iteration 27Q: 3 clusters Score -875644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -875644.500000 Penalty: 2956.034424
	Iteration 28Q: 3 clusters Score -875644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -875644.187500 Penalty: 2956.034424
	Iteration 29Q: 3 clusters Score -875644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -875645.437500 Penalty: 2956.034424
	Iteration 30Q: 3 clusters Score -875645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -875643.937500 Penalty: 2956.034424
	Iteration 31Q: 3 clusters Score -875643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -875644.500000 Penalty: 2956.034424
	Iteration 32Q: 3 clusters Score -875644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -875645.312500 Penalty: 2956.034424
	Iteration 33Q: 3 clusters Score -875645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -875645.375000 Penalty: 2956.034424
	Iteration 34Q: 3 clusters Score -875645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -875646.187500 Penalty: 2956.034424
	Iteration 35Q: 3 clusters Score -875646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -875647.562500 Penalty: 2956.034424
	Iteration 36Q: 3 clusters Score -875647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -875648.312500 Penalty: 2956.034424
	Iteration 37Q: 3 clusters Score -875648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -875649.750000 Penalty: 2956.034424
	Iteration 38Q: 3 clusters Score -875649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -875651.437500 Penalty: 2956.034424
	Iteration 39Q: 3 clusters Score -875651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -875649.500000 Penalty: 2956.034424
	Iteration 40F: 3 clusters Score -875649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -875651.187500 Penalty: 2956.034424
	Iteration 41Q: 3 clusters Score -875651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -875650.250000 Penalty: 2956.034424
	Iteration 42Q: 3 clusters Score -875650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -875653.125000 Penalty: 2956.034424
	Iteration 43Q: 3 clusters Score -875653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -875654.750000 Penalty: 2956.034424
	Iteration 44Q: 3 clusters Score -875654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -875652.562500 Penalty: 2956.034424
	Iteration 45Q: 3 clusters Score -875652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -875651.250000 Penalty: 2956.034424
	Iteration 46Q: 3 clusters Score -875651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -875655.312500 Penalty: 2956.034424
	Iteration 47Q: 3 clusters Score -875655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -875654.562500 Penalty: 2956.034424
	Iteration 48Q: 3 clusters Score -875654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -875657.500000 Penalty: 2956.034424
	Iteration 49Q: 3 clusters Score -875657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -875657.187500 Penalty: 2956.034424
	Iteration 50Q: 3 clusters Score -875657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -875658.687500 Penalty: 2956.034424
	Iteration 51Q: 3 clusters Score -875658.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -875659.312500 Penalty: 2956.034424
	Iteration 52Q: 3 clusters Score -875659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -875660.812500 Penalty: 2956.034424
	Iteration 53Q: 3 clusters Score -875660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -875662.250000 Penalty: 2956.034424
	Iteration 54Q: 3 clusters Score -875662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -875661.125000 Penalty: 2956.034424
	Iteration 55Q: 3 clusters Score -875661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -875662.250000 Penalty: 2956.034424
	Iteration 56Q: 3 clusters Score -875662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -875663.500000 Penalty: 2956.034424
	Iteration 57Q: 3 clusters Score -875663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -875665.187500 Penalty: 2956.034424
	Iteration 58Q: 3 clusters Score -875665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -875665.812500 Penalty: 2956.034424
	Iteration 59Q: 3 clusters Score -875665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -875668.625000 Penalty: 2956.034424
	Iteration 60F: 3 clusters Score -875668.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -875670.125000 Penalty: 2956.034424
	Iteration 61Q: 3 clusters Score -875670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -875672.625000 Penalty: 2956.034424
	Iteration 62Q: 3 clusters Score -875672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -875678.187500 Penalty: 2956.034424
	Iteration 63Q: 3 clusters Score -875678.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -875680.437500 Penalty: 2956.034424
	Iteration 64Q: 3 clusters Score -875680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -875681.000000 Penalty: 2956.034424
	Iteration 65Q: 3 clusters Score -875681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -875685.562500 Penalty: 2956.034424
	Iteration 66Q: 3 clusters Score -875685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -875688.062500 Penalty: 2956.034424
	Iteration 67Q: 3 clusters Score -875688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -875689.250000 Penalty: 2956.034424
	Iteration 68Q: 3 clusters Score -875689.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -875691.250000 Penalty: 2956.034424
	Iteration 69Q: 3 clusters Score -875691.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -875693.437500 Penalty: 2956.034424
	Iteration 70Q: 3 clusters Score -875693.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -875696.500000 Penalty: 2956.034424
	Iteration 71Q: 3 clusters Score -875696.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -875699.437500 Penalty: 2956.034424
	Iteration 72Q: 3 clusters Score -875699.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -875702.375000 Penalty: 2956.034424
	Iteration 73Q: 3 clusters Score -875702.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -875703.125000 Penalty: 2956.034424
	Iteration 74Q: 3 clusters Score -875703.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -875706.812500 Penalty: 2956.034424
	Iteration 75Q: 3 clusters Score -875706.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -875711.250000 Penalty: 2956.034424
	Iteration 76Q: 3 clusters Score -875711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -875717.062500 Penalty: 2956.034424
	Iteration 77Q: 3 clusters Score -875717.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -875719.562500 Penalty: 2956.034424
	Iteration 78Q: 3 clusters Score -875719.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -875724.125000 Penalty: 2956.034424
	Iteration 79Q: 3 clusters Score -875724.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -875731.250000 Penalty: 2956.034424
	Iteration 80F: 3 clusters Score -875731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -875733.625000 Penalty: 2956.034424
	Iteration 81Q: 3 clusters Score -875733.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -875739.000000 Penalty: 2956.034424
	Iteration 82Q: 3 clusters Score -875739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -875739.937500 Penalty: 2956.034424
	Iteration 83Q: 3 clusters Score -875739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -875743.500000 Penalty: 2956.034424
	Iteration 84Q: 3 clusters Score -875743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -875746.312500 Penalty: 2956.034424
	Iteration 85Q: 3 clusters Score -875746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -875746.625000 Penalty: 2956.034424
	Iteration 86Q: 3 clusters Score -875746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -875746.937500 Penalty: 2956.034424
	Iteration 87Q: 3 clusters Score -875746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -875752.187500 Penalty: 2956.034424
	Iteration 88Q: 3 clusters Score -875752.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -875751.812500 Penalty: 2956.034424
	Iteration 89Q: 3 clusters Score -875751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -875754.062500 Penalty: 2956.034424
	Iteration 90Q: 3 clusters Score -875754.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -875758.062500 Penalty: 2956.034424
	Iteration 91Q: 3 clusters Score -875758.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -875760.750000 Penalty: 2956.034424
	Iteration 92Q: 3 clusters Score -875760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -875761.375000 Penalty: 2956.034424
	Iteration 93Q: 3 clusters Score -875761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -875763.562500 Penalty: 2956.034424
	Iteration 94Q: 3 clusters Score -875763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -875765.375000 Penalty: 2956.034424
	Iteration 95Q: 3 clusters Score -875765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -875767.750000 Penalty: 2956.034424
	Iteration 96Q: 3 clusters Score -875767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -875767.812500 Penalty: 2956.034424
	Iteration 97Q: 3 clusters Score -875767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -875769.562500 Penalty: 2956.034424
	Iteration 98Q: 3 clusters Score -875769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -875771.312500 Penalty: 2956.034424
	Iteration 99Q: 3 clusters Score -875771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -875771.562500 Penalty: 2956.034424
	Iteration 100F: 3 clusters Score -875771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -875772.062500 Penalty: 2956.034424
	Iteration 101Q: 3 clusters Score -875772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -875772.125000 Penalty: 2956.034424
	Iteration 102Q: 3 clusters Score -875772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -875773.937500 Penalty: 2956.034424
	Iteration 103Q: 3 clusters Score -875773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -875774.812500 Penalty: 2956.034424
	Iteration 104Q: 3 clusters Score -875774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -875774.812500 Penalty: 2956.034424
	Iteration 105F: 3 clusters Score -875774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Entering Unmasked Estep 
Score: -2009891.250000 Penalty: 1601.817627
	Iteration 0F: 2 clusters Score -2009891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1996845.250000 Penalty: 3203.635254
	Iteration 0F: 3 clusters Score -1996845 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2001602.625000 Penalty: 3203.635254
	Iteration 1F: 3 clusters Score -2001603 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2001941.000000 Penalty: 3203.635254
	Iteration 2Q: 3 clusters Score -2001941 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2002255.875000 Penalty: 3203.635254
	Iteration 3Q: 3 clusters Score -2002256 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2002547.750000 Penalty: 3203.635254
	Iteration 4Q: 3 clusters Score -2002548 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2002831.000000 Penalty: 3203.635254
	Iteration 5Q: 3 clusters Score -2002831 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2003117.875000 Penalty: 3203.635254
	Iteration 6Q: 3 clusters Score -2003118 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2003401.875000 Penalty: 3203.635254
	Iteration 7Q: 3 clusters Score -2003402 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2003710.375000 Penalty: 3203.635254
	Iteration 8Q: 3 clusters Score -2003710 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2004020.625000 Penalty: 3203.635254
	Iteration 9Q: 3 clusters Score -2004021 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2004342.125000 Penalty: 3203.635254
	Iteration 10Q: 3 clusters Score -2004342 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2004703.500000 Penalty: 3203.635254
	Iteration 11Q: 3 clusters Score -2004704 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2005156.625000 Penalty: 3203.635254
	Iteration 12Q: 3 clusters Score -2005157 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2005660.250000 Penalty: 3203.635254
	Iteration 13Q: 3 clusters Score -2005660 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2006094.625000 Penalty: 3203.635254
	Iteration 14Q: 3 clusters Score -2006095 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2006451.375000 Penalty: 3203.635254
	Iteration 15Q: 3 clusters Score -2006451 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2006687.750000 Penalty: 3203.635254
	Iteration 16Q: 3 clusters Score -2006688 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2006856.750000 Penalty: 3203.635254
	Iteration 17Q: 3 clusters Score -2006857 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2006957.000000 Penalty: 3203.635254
	Iteration 18Q: 3 clusters Score -2006957 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2007025.250000 Penalty: 3203.635254
	Iteration 19Q: 3 clusters Score -2007025 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2007075.125000 Penalty: 3203.635254
	Iteration 20F: 3 clusters Score -2007075 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2007115.375000 Penalty: 3203.635254
	Iteration 21Q: 3 clusters Score -2007115 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2007144.000000 Penalty: 3203.635254
	Iteration 22Q: 3 clusters Score -2007144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2007166.375000 Penalty: 3203.635254
	Iteration 23Q: 3 clusters Score -2007166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2007189.250000 Penalty: 3203.635254
	Iteration 24Q: 3 clusters Score -2007189 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2007211.000000 Penalty: 3203.635254
	Iteration 25Q: 3 clusters Score -2007211 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2007234.625000 Penalty: 3203.635254
	Iteration 26Q: 3 clusters Score -2007235 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2007258.000000 Penalty: 3203.635254
	Iteration 27Q: 3 clusters Score -2007258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2007296.125000 Penalty: 3203.635254
	Iteration 28Q: 3 clusters Score -2007296 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2007319.500000 Penalty: 3203.635254
	Iteration 29Q: 3 clusters Score -2007320 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2007337.000000 Penalty: 3203.635254
	Iteration 30Q: 3 clusters Score -2007337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2007369.250000 Penalty: 3203.635254
	Iteration 31Q: 3 clusters Score -2007369 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2007404.125000 Penalty: 3203.635254
	Iteration 32Q: 3 clusters Score -2007404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2007438.000000 Penalty: 3203.635254
	Iteration 33Q: 3 clusters Score -2007438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2007471.500000 Penalty: 3203.635254
	Iteration 34Q: 3 clusters Score -2007472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2007503.250000 Penalty: 3203.635254
	Iteration 35Q: 3 clusters Score -2007503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2007520.250000 Penalty: 3203.635254
	Iteration 36Q: 3 clusters Score -2007520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2007541.250000 Penalty: 3203.635254
	Iteration 37Q: 3 clusters Score -2007541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2007572.500000 Penalty: 3203.635254
	Iteration 38Q: 3 clusters Score -2007572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2007600.625000 Penalty: 3203.635254
	Iteration 39Q: 3 clusters Score -2007601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2007626.125000 Penalty: 3203.635254
	Iteration 40F: 3 clusters Score -2007626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2007648.250000 Penalty: 3203.635254
	Iteration 41Q: 3 clusters Score -2007648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2007666.750000 Penalty: 3203.635254
	Iteration 42Q: 3 clusters Score -2007667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2007689.750000 Penalty: 3203.635254
	Iteration 43Q: 3 clusters Score -2007690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2007714.250000 Penalty: 3203.635254
	Iteration 44Q: 3 clusters Score -2007714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2007737.875000 Penalty: 3203.635254
	Iteration 45Q: 3 clusters Score -2007738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2007754.000000 Penalty: 3203.635254
	Iteration 46Q: 3 clusters Score -2007754 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2007782.250000 Penalty: 3203.635254
	Iteration 47Q: 3 clusters Score -2007782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2007802.875000 Penalty: 3203.635254
	Iteration 48Q: 3 clusters Score -2007803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2007820.625000 Penalty: 3203.635254
	Iteration 49Q: 3 clusters Score -2007821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2007847.750000 Penalty: 3203.635254
	Iteration 50Q: 3 clusters Score -2007848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2007872.125000 Penalty: 3203.635254
	Iteration 51Q: 3 clusters Score -2007872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2007900.375000 Penalty: 3203.635254
	Iteration 52Q: 3 clusters Score -2007900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2007933.125000 Penalty: 3203.635254
	Iteration 53Q: 3 clusters Score -2007933 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2007964.375000 Penalty: 3203.635254
	Iteration 54Q: 3 clusters Score -2007964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2008018.375000 Penalty: 3203.635254
	Iteration 55Q: 3 clusters Score -2008018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2008061.000000 Penalty: 3203.635254
	Iteration 56Q: 3 clusters Score -2008061 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2008099.625000 Penalty: 3203.635254
	Iteration 57Q: 3 clusters Score -2008100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2008135.000000 Penalty: 3203.635254
	Iteration 58Q: 3 clusters Score -2008135 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2008163.625000 Penalty: 3203.635254
	Iteration 59Q: 3 clusters Score -2008164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2008193.875000 Penalty: 3203.635254
	Iteration 60F: 3 clusters Score -2008194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2008215.875000 Penalty: 3203.635254
	Iteration 61Q: 3 clusters Score -2008216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2008249.000000 Penalty: 3203.635254
	Iteration 62Q: 3 clusters Score -2008249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2008268.500000 Penalty: 3203.635254
	Iteration 63Q: 3 clusters Score -2008268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2008296.375000 Penalty: 3203.635254
	Iteration 64Q: 3 clusters Score -2008296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2008335.250000 Penalty: 3203.635254
	Iteration 65Q: 3 clusters Score -2008335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2008360.125000 Penalty: 3203.635254
	Iteration 66Q: 3 clusters Score -2008360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2008386.125000 Penalty: 3203.635254
	Iteration 67Q: 3 clusters Score -2008386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2008406.625000 Penalty: 3203.635254
	Iteration 68Q: 3 clusters Score -2008407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2008430.250000 Penalty: 3203.635254
	Iteration 69Q: 3 clusters Score -2008430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2008447.250000 Penalty: 3203.635254
	Iteration 70Q: 3 clusters Score -2008447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2008462.875000 Penalty: 3203.635254
	Iteration 71Q: 3 clusters Score -2008463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2008468.500000 Penalty: 3203.635254
	Iteration 72Q: 3 clusters Score -2008468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2008480.125000 Penalty: 3203.635254
	Iteration 73Q: 3 clusters Score -2008480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2008497.125000 Penalty: 3203.635254
	Iteration 74Q: 3 clusters Score -2008497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2008507.750000 Penalty: 3203.635254
	Iteration 75Q: 3 clusters Score -2008508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2008526.125000 Penalty: 3203.635254
	Iteration 76Q: 3 clusters Score -2008526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2008532.250000 Penalty: 3203.635254
	Iteration 77Q: 3 clusters Score -2008532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2008540.750000 Penalty: 3203.635254
	Iteration 78Q: 3 clusters Score -2008541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2008549.125000 Penalty: 3203.635254
	Iteration 79Q: 3 clusters Score -2008549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2008558.750000 Penalty: 3203.635254
	Iteration 80F: 3 clusters Score -2008559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2008565.625000 Penalty: 3203.635254
	Iteration 81Q: 3 clusters Score -2008566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2008575.875000 Penalty: 3203.635254
	Iteration 82Q: 3 clusters Score -2008576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2008578.000000 Penalty: 3203.635254
	Iteration 83Q: 3 clusters Score -2008578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2008580.750000 Penalty: 3203.635254
	Iteration 84Q: 3 clusters Score -2008581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2008581.500000 Penalty: 3203.635254
	Iteration 85Q: 3 clusters Score -2008582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2008584.125000 Penalty: 3203.635254
	Iteration 86Q: 3 clusters Score -2008584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2008586.750000 Penalty: 3203.635254
	Iteration 87Q: 3 clusters Score -2008587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2008588.875000 Penalty: 3203.635254
	Iteration 88Q: 3 clusters Score -2008589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2008589.500000 Penalty: 3203.635254
	Iteration 89Q: 3 clusters Score -2008590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2008589.500000 Penalty: 3203.635254
	Iteration 90F: 3 clusters Score -2008590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -292748.593750 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -292748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -289881.562500 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -289881.6 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -290974.906250 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -290974.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -291350.781250 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -291350.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -291582.500000 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -291582.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -291742.000000 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -291742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -291816.218750 Penalty: 2638.029541
	Iteration 5Q: 3 clusters Score -291816.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -291868.968750 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -291869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -291909.812500 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -291909.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -291934.656250 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -291934.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -291952.312500 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -291952.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -291983.156250 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -291983.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -292004.562500 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -292004.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -292037.343750 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -292037.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -292075.687500 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -292075.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -292109.593750 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -292109.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -292149.656250 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -292149.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -292203.718750 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -292203.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -292254.093750 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -292254.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -292284.812500 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -292284.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -292305.218750 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -292305.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -292329.781250 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -292329.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -292353.375000 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -292353.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -292379.156250 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -292379.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -292403.468750 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -292403.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -292436.937500 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -292436.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -292465.031250 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -292465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -292486.562500 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -292486.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -292504.718750 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -292504.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -292518.500000 Penalty: 2638.029541
	Iteration 28Q: 3 clusters Score -292518.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -292527.625000 Penalty: 2638.029541
	Iteration 29Q: 3 clusters Score -292527.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -292534.812500 Penalty: 2638.029541
	Iteration 30Q: 3 clusters Score -292534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -292540.562500 Penalty: 2638.029541
	Iteration 31Q: 3 clusters Score -292540.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -292547.093750 Penalty: 2638.029541
	Iteration 32Q: 3 clusters Score -292547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -292550.812500 Penalty: 2638.029541
	Iteration 33Q: 3 clusters Score -292550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -292557.718750 Penalty: 2638.029541
	Iteration 34Q: 3 clusters Score -292557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -292561.312500 Penalty: 2638.029541
	Iteration 35Q: 3 clusters Score -292561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -292563.281250 Penalty: 2638.029541
	Iteration 36Q: 3 clusters Score -292563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -292566.000000 Penalty: 2638.029541
	Iteration 37Q: 3 clusters Score -292566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -292566.343750 Penalty: 2638.029541
	Iteration 38Q: 3 clusters Score -292566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -292567.250000 Penalty: 2638.029541
	Iteration 39Q: 3 clusters Score -292567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -292569.281250 Penalty: 2638.029541
	Iteration 40F: 3 clusters Score -292569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292578.437500 Penalty: 2638.029541
	Iteration 41Q: 3 clusters Score -292578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -292586.000000 Penalty: 2638.029541
	Iteration 42Q: 3 clusters Score -292586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -292590.656250 Penalty: 2638.029541
	Iteration 43Q: 3 clusters Score -292590.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -292592.562500 Penalty: 2638.029541
	Iteration 44Q: 3 clusters Score -292592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -292595.281250 Penalty: 2638.029541
	Iteration 45Q: 3 clusters Score -292595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -292597.406250 Penalty: 2638.029541
	Iteration 46Q: 3 clusters Score -292597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -292601.093750 Penalty: 2638.029541
	Iteration 47Q: 3 clusters Score -292601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292603.437500 Penalty: 2638.029541
	Iteration 48Q: 3 clusters Score -292603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -292604.093750 Penalty: 2638.029541
	Iteration 49Q: 3 clusters Score -292604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292604.312500 Penalty: 2638.029541
	Iteration 50Q: 3 clusters Score -292604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -292607.250000 Penalty: 2638.029541
	Iteration 51Q: 3 clusters Score -292607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292609.062500 Penalty: 2638.029541
	Iteration 52Q: 3 clusters Score -292609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292609.718750 Penalty: 2638.029541
	Iteration 53Q: 3 clusters Score -292609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -292609.312500 Penalty: 2638.029541
	Iteration 54Q: 3 clusters Score -292609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -292611.687500 Penalty: 2638.029541
	Iteration 55Q: 3 clusters Score -292611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -292613.187500 Penalty: 2638.029541
	Iteration 56Q: 3 clusters Score -292613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -292614.250000 Penalty: 2638.029541
	Iteration 57Q: 3 clusters Score -292614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -292614.250000 Penalty: 2638.029541
	Iteration 58F: 3 clusters Score -292614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -526633.250000 Penalty: 1391.165527
	Iteration 0F: 2 clusters Score -526633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -522482.437500 Penalty: 2782.331055
	Iteration 0F: 3 clusters Score -522482.4 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -523647.500000 Penalty: 2782.331055
	Iteration 1F: 3 clusters Score -523647.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -523896.906250 Penalty: 2782.331055
	Iteration 2F: 3 clusters Score -523896.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -524111.593750 Penalty: 2782.331055
	Iteration 3F: 3 clusters Score -524111.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -524307.062500 Penalty: 2782.331055
	Iteration 4F: 3 clusters Score -524307.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -524487.312500 Penalty: 2782.331055
	Iteration 5Q: 3 clusters Score -524487.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -524633.437500 Penalty: 2782.331055
	Iteration 6Q: 3 clusters Score -524633.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -524762.562500 Penalty: 2782.331055
	Iteration 7Q: 3 clusters Score -524762.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -524906.062500 Penalty: 2782.331055
	Iteration 8Q: 3 clusters Score -524906.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -525109.937500 Penalty: 2782.331055
	Iteration 9Q: 3 clusters Score -525109.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -525356.500000 Penalty: 2782.331055
	Iteration 10Q: 3 clusters Score -525356.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -525612.500000 Penalty: 2782.331055
	Iteration 11Q: 3 clusters Score -525612.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -525789.250000 Penalty: 2782.331055
	Iteration 12Q: 3 clusters Score -525789.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -525878.625000 Penalty: 2782.331055
	Iteration 13Q: 3 clusters Score -525878.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -525936.625000 Penalty: 2782.331055
	Iteration 14Q: 3 clusters Score -525936.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -525990.250000 Penalty: 2782.331055
	Iteration 15Q: 3 clusters Score -525990.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -526032.312500 Penalty: 2782.331055
	Iteration 16Q: 3 clusters Score -526032.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -526054.062500 Penalty: 2782.331055
	Iteration 17Q: 3 clusters Score -526054.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -526075.500000 Penalty: 2782.331055
	Iteration 18Q: 3 clusters Score -526075.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -526100.500000 Penalty: 2782.331055
	Iteration 19Q: 3 clusters Score -526100.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -526125.125000 Penalty: 2782.331055
	Iteration 20F: 3 clusters Score -526125.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -526149.125000 Penalty: 2782.331055
	Iteration 21Q: 3 clusters Score -526149.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -526166.875000 Penalty: 2782.331055
	Iteration 22Q: 3 clusters Score -526166.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -526188.687500 Penalty: 2782.331055
	Iteration 23Q: 3 clusters Score -526188.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -526210.687500 Penalty: 2782.331055
	Iteration 24Q: 3 clusters Score -526210.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -526225.625000 Penalty: 2782.331055
	Iteration 25Q: 3 clusters Score -526225.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -526239.000000 Penalty: 2782.331055
	Iteration 26Q: 3 clusters Score -526239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -526249.375000 Penalty: 2782.331055
	Iteration 27Q: 3 clusters Score -526249.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -526258.187500 Penalty: 2782.331055
	Iteration 28Q: 3 clusters Score -526258.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -526268.562500 Penalty: 2782.331055
	Iteration 29Q: 3 clusters Score -526268.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -526275.437500 Penalty: 2782.331055
	Iteration 30Q: 3 clusters Score -526275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -526279.937500 Penalty: 2782.331055
	Iteration 31Q: 3 clusters Score -526279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -526282.250000 Penalty: 2782.331055
	Iteration 32Q: 3 clusters Score -526282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -526285.312500 Penalty: 2782.331055
	Iteration 33Q: 3 clusters Score -526285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -526287.562500 Penalty: 2782.331055
	Iteration 34Q: 3 clusters Score -526287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -526288.125000 Penalty: 2782.331055
	Iteration 35Q: 3 clusters Score -526288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -526290.750000 Penalty: 2782.331055
	Iteration 36Q: 3 clusters Score -526290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -526291.437500 Penalty: 2782.331055
	Iteration 37Q: 3 clusters Score -526291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -526291.812500 Penalty: 2782.331055
	Iteration 38Q: 3 clusters Score -526291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -526292.312500 Penalty: 2782.331055
	Iteration 39Q: 3 clusters Score -526292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -526293.437500 Penalty: 2782.331055
	Iteration 40F: 3 clusters Score -526293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -526294.875000 Penalty: 2782.331055
	Iteration 41Q: 3 clusters Score -526294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -526295.750000 Penalty: 2782.331055
	Iteration 42Q: 3 clusters Score -526295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -526295.875000 Penalty: 2782.331055
	Iteration 43Q: 3 clusters Score -526295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -526296.812500 Penalty: 2782.331055
	Iteration 44Q: 3 clusters Score -526296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -526298.125000 Penalty: 2782.331055
	Iteration 45Q: 3 clusters Score -526298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -526298.187500 Penalty: 2782.331055
	Iteration 46Q: 3 clusters Score -526298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -526298.562500 Penalty: 2782.331055
	Iteration 47Q: 3 clusters Score -526298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -526299.562500 Penalty: 2782.331055
	Iteration 48Q: 3 clusters Score -526299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -526299.437500 Penalty: 2782.331055
	Iteration 49Q: 3 clusters Score -526299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -526299.500000 Penalty: 2782.331055
	Iteration 50Q: 3 clusters Score -526299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -526299.187500 Penalty: 2782.331055
	Iteration 51Q: 3 clusters Score -526299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -526299.312500 Penalty: 2782.331055
	Iteration 52Q: 3 clusters Score -526299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -526300.125000 Penalty: 2782.331055
	Iteration 53Q: 3 clusters Score -526300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -526300.125000 Penalty: 2782.331055
	Iteration 54Q: 3 clusters Score -526300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -526301.375000 Penalty: 2782.331055
	Iteration 55Q: 3 clusters Score -526301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -526301.437500 Penalty: 2782.331055
	Iteration 56Q: 3 clusters Score -526301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -526303.062500 Penalty: 2782.331055
	Iteration 57Q: 3 clusters Score -526303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -526304.125000 Penalty: 2782.331055
	Iteration 58Q: 3 clusters Score -526304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -526305.812500 Penalty: 2782.331055
	Iteration 59Q: 3 clusters Score -526305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -526306.687500 Penalty: 2782.331055
	Iteration 60F: 3 clusters Score -526306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -526307.187500 Penalty: 2782.331055
	Iteration 61Q: 3 clusters Score -526307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -526307.937500 Penalty: 2782.331055
	Iteration 62Q: 3 clusters Score -526307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -526307.000000 Penalty: 2782.331055
	Iteration 63Q: 3 clusters Score -526307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -526307.187500 Penalty: 2782.331055
	Iteration 64Q: 3 clusters Score -526307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -526308.062500 Penalty: 2782.331055
	Iteration 65Q: 3 clusters Score -526308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -526307.875000 Penalty: 2782.331055
	Iteration 66Q: 3 clusters Score -526307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -526308.875000 Penalty: 2782.331055
	Iteration 67Q: 3 clusters Score -526308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -526308.875000 Penalty: 2782.331055
	Iteration 68F: 3 clusters Score -526308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -516606.718750 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -516606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -512461.437500 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -512461.4 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -513683.312500 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -513683.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -513957.593750 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -513957.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -514185.218750 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -514185.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -514387.062500 Penalty: 2782.455566
	Iteration 4F: 3 clusters Score -514387.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -514579.687500 Penalty: 2782.455566
	Iteration 5Q: 3 clusters Score -514579.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -514719.687500 Penalty: 2782.455566
	Iteration 6Q: 3 clusters Score -514719.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -514835.125000 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -514835.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -514948.625000 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -514948.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -515053.468750 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -515053.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -515169.187500 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -515169.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -515295.437500 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -515295.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -515434.312500 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -515434.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -515569.437500 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -515569.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -515660.281250 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -515660.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -515722.343750 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -515722.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -515760.468750 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -515760.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -515792.500000 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -515792.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -515812.718750 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -515812.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -515823.062500 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -515823.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -515828.625000 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -515828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -515829.781250 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -515829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -515831.250000 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -515831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -515833.000000 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -515833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -515834.750000 Penalty: 2782.455566
	Iteration 24Q: 3 clusters Score -515834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -515835.187500 Penalty: 2782.455566
	Iteration 25Q: 3 clusters Score -515835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -515835.593750 Penalty: 2782.455566
	Iteration 26Q: 3 clusters Score -515835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -515835.062500 Penalty: 2782.455566
	Iteration 27Q: 3 clusters Score -515835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -515835.843750 Penalty: 2782.455566
	Iteration 28Q: 3 clusters Score -515835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -515835.843750 Penalty: 2782.455566
	Iteration 29Q: 3 clusters Score -515835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -515836.781250 Penalty: 2782.455566
	Iteration 30Q: 3 clusters Score -515836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -515838.343750 Penalty: 2782.455566
	Iteration 31Q: 3 clusters Score -515838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -515839.937500 Penalty: 2782.455566
	Iteration 32Q: 3 clusters Score -515839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -515842.375000 Penalty: 2782.455566
	Iteration 33Q: 3 clusters Score -515842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -515846.281250 Penalty: 2782.455566
	Iteration 34Q: 3 clusters Score -515846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -515849.250000 Penalty: 2782.455566
	Iteration 35Q: 3 clusters Score -515849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -515850.500000 Penalty: 2782.455566
	Iteration 36Q: 3 clusters Score -515850.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -515853.531250 Penalty: 2782.455566
	Iteration 37Q: 3 clusters Score -515853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -515855.812500 Penalty: 2782.455566
	Iteration 38Q: 3 clusters Score -515855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -515857.312500 Penalty: 2782.455566
	Iteration 39Q: 3 clusters Score -515857.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -515859.375000 Penalty: 2782.455566
	Iteration 40F: 3 clusters Score -515859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -515861.562500 Penalty: 2782.455566
	Iteration 41Q: 3 clusters Score -515861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -515862.562500 Penalty: 2782.455566
	Iteration 42Q: 3 clusters Score -515862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -515862.093750 Penalty: 2782.455566
	Iteration 43Q: 3 clusters Score -515862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -515862.093750 Penalty: 2782.455566
	Iteration 44F: 3 clusters Score -515862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (28528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Entering Unmasked Estep 
Score: -2912465.000000 Penalty: 1667.029175
	Iteration 0F: 2 clusters Score -2912465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2893471.500000 Penalty: 3334.058350
	Iteration 0F: 3 clusters Score -2893472 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2900825.750000 Penalty: 3334.058350
	Iteration 1F: 3 clusters Score -2900826 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2901516.000000 Penalty: 3334.058350
	Iteration 2F: 3 clusters Score -2901516 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2902237.500000 Penalty: 3334.058350
	Iteration 3F: 3 clusters Score -2902238 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2903004.750000 Penalty: 3334.058350
	Iteration 4F: 3 clusters Score -2903005 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2903713.000000 Penalty: 3334.058350
	Iteration 5F: 3 clusters Score -2903713 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2904402.500000 Penalty: 3334.058350
	Iteration 6F: 3 clusters Score -2904402 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2905048.000000 Penalty: 3334.058350
	Iteration 7Q: 3 clusters Score -2905048 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2905675.500000 Penalty: 3334.058350
	Iteration 8Q: 3 clusters Score -2905676 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2906409.250000 Penalty: 3334.058350
	Iteration 9Q: 3 clusters Score -2906409 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2907181.750000 Penalty: 3334.058350
	Iteration 10Q: 3 clusters Score -2907182 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2907907.250000 Penalty: 3334.058350
	Iteration 11Q: 3 clusters Score -2907907 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2908471.500000 Penalty: 3334.058350
	Iteration 12Q: 3 clusters Score -2908472 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2908919.250000 Penalty: 3334.058350
	Iteration 13Q: 3 clusters Score -2908919 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2909186.750000 Penalty: 3334.058350
	Iteration 14Q: 3 clusters Score -2909187 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2909367.500000 Penalty: 3334.058350
	Iteration 15Q: 3 clusters Score -2909368 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2909459.000000 Penalty: 3334.058350
	Iteration 16Q: 3 clusters Score -2909459 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2909546.000000 Penalty: 3334.058350
	Iteration 17Q: 3 clusters Score -2909546 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2909632.500000 Penalty: 3334.058350
	Iteration 18Q: 3 clusters Score -2909632 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2909717.750000 Penalty: 3334.058350
	Iteration 19Q: 3 clusters Score -2909718 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2909786.250000 Penalty: 3334.058350
	Iteration 20F: 3 clusters Score -2909786 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2909838.750000 Penalty: 3334.058350
	Iteration 21Q: 3 clusters Score -2909839 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2909902.500000 Penalty: 3334.058350
	Iteration 22Q: 3 clusters Score -2909902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2909955.000000 Penalty: 3334.058350
	Iteration 23Q: 3 clusters Score -2909955 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2909993.750000 Penalty: 3334.058350
	Iteration 24Q: 3 clusters Score -2909994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2910033.750000 Penalty: 3334.058350
	Iteration 25Q: 3 clusters Score -2910034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2910064.500000 Penalty: 3334.058350
	Iteration 26Q: 3 clusters Score -2910064 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2910086.000000 Penalty: 3334.058350
	Iteration 27Q: 3 clusters Score -2910086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2910098.500000 Penalty: 3334.058350
	Iteration 28Q: 3 clusters Score -2910098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2910118.500000 Penalty: 3334.058350
	Iteration 29Q: 3 clusters Score -2910118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2910138.750000 Penalty: 3334.058350
	Iteration 30Q: 3 clusters Score -2910139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2910151.750000 Penalty: 3334.058350
	Iteration 31Q: 3 clusters Score -2910152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2910162.250000 Penalty: 3334.058350
	Iteration 32Q: 3 clusters Score -2910162 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2910171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2910187 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2910198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2910202.500000 Penalty: 3334.058350
	Iteration 36Q: 3 clusters Score -2910202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2910218.000000 Penalty: 3334.058350
	Iteration 37Q: 3 clusters Score -2910218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2910228.000000 Penalty: 3334.058350
	Iteration 38Q: 3 clusters Score -2910228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2910236.750000 Penalty: 3334.058350
	Iteration 39Q: 3 clusters Score -2910237 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2910234.000000 Penalty: 3334.058350
	Iteration 40F: 3 clusters Score -2910234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2910241.750000 Penalty: 3334.058350
	Iteration 41Q: 3 clusters Score -2910242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2910246.500000 Penalty: 3334.058350
	Iteration 42Q: 3 clusters Score -2910246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2910252.750000 Penalty: 3334.058350
	Iteration 43Q: 3 clusters Score -2910253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2910267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2910271.500000 Penalty: 3334.058350
	Iteration 46Q: 3 clusters Score -2910272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2910273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2910276.000000 Penalty: 3334.058350
	Iteration 48Q: 3 clusters Score -2910276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2910281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2910285.500000 Penalty: 3334.058350
	Iteration 50Q: 3 clusters Score -2910286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2910293.250000 Penalty: 3334.058350
	Iteration 51Q: 3 clusters Score -2910293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2910306.750000 Penalty: 3334.058350
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2910309.000000 Penalty: 3334.058350
	Iteration 53Q: 3 clusters Score -2910309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2910309 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2910316.500000 Penalty: 3334.058350
	Iteration 55Q: 3 clusters Score -2910316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2910325.500000 Penalty: 3334.058350
	Iteration 56Q: 3 clusters Score -2910326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2910331.250000 Penalty: 3334.058350
	Iteration 57Q: 3 clusters Score -2910331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2910347.250000 Penalty: 3334.058350
	Iteration 58Q: 3 clusters Score -2910347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2910359 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2910365.000000 Penalty: 3334.058350
	Iteration 60F: 3 clusters Score -2910365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2910376 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2910395.750000 Penalty: 3334.058350
	Iteration 62Q: 3 clusters Score -2910396 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2910402 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2910410 nChanged 85
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Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2910414 nChanged 84
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Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2910439.250000 Penalty: 3334.058350
	Iteration 66Q: 3 clusters Score -2910439 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2910446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2910453 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2910476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2910485.750000 Penalty: 3334.058350
	Iteration 70Q: 3 clusters Score -2910486 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2910491.000000 Penalty: 3334.058350
	Iteration 71Q: 3 clusters Score -2910491 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2910507.750000 Penalty: 3334.058350
	Iteration 72Q: 3 clusters Score -2910508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2910520.750000 Penalty: 3334.058350
	Iteration 73Q: 3 clusters Score -2910521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2910522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2910540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2910558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2910570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2910576 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2910582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2910606.000000 Penalty: 3334.058350
	Iteration 80F: 3 clusters Score -2910606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2910618 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2910630 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2910640 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5412 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2910645 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2910661 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2910670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2910688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2910718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2910733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2910743.000000 Penalty: 3334.058350
	Iteration 91Q: 3 clusters Score -2910743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2910764.000000 Penalty: 3334.058350
	Iteration 92Q: 3 clusters Score -2910764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2910781.250000 Penalty: 3334.058350
	Iteration 93Q: 3 clusters Score -2910781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2910795.250000 Penalty: 3334.058350
	Iteration 94Q: 3 clusters Score -2910795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2910823.250000 Penalty: 3334.058350
	Iteration 95Q: 3 clusters Score -2910823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2910837.250000 Penalty: 3334.058350
	Iteration 96Q: 3 clusters Score -2910837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2910846.000000 Penalty: 3334.058350
	Iteration 97Q: 3 clusters Score -2910846 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2910863.250000 Penalty: 3334.058350
	Iteration 98Q: 3 clusters Score -2910863 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2910872.500000 Penalty: 3334.058350
	Iteration 99Q: 3 clusters Score -2910872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2910863.500000 Penalty: 3334.058350
	Iteration 100F: 3 clusters Score -2910864 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4214 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2910877 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2910883.000000 Penalty: 3334.058350
	Iteration 102Q: 3 clusters Score -2910883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2910885.250000 Penalty: 3334.058350
	Iteration 103Q: 3 clusters Score -2910885 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2910891.000000 Penalty: 3334.058350
	Iteration 104Q: 3 clusters Score -2910891 nChanged 48
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Mstep: Class 1 contains 4050 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4000 members 
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Score: -2910907.500000 Penalty: 3334.058350
	Iteration 106Q: 3 clusters Score -2910908 nChanged 48
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Mstep: Class 1 contains 3952 members 
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Entering Unmasked Estep 
Score: -2910915.500000 Penalty: 3334.058350
	Iteration 107Q: 3 clusters Score -2910916 nChanged 56
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Mstep: Class 1 contains 3896 members 
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Entering Unmasked Estep 
Score: -2910932.500000 Penalty: 3334.058350
	Iteration 108Q: 3 clusters Score -2910932 nChanged 64
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Mstep: Class 1 contains 3836 members 
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Entering Unmasked Estep 
Score: -2910941.500000 Penalty: 3334.058350
	Iteration 109Q: 3 clusters Score -2910942 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
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Entering Unmasked Estep 
Score: -2910961.500000 Penalty: 3334.058350
	Iteration 110Q: 3 clusters Score -2910962 nChanged 57
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Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2910980.000000 Penalty: 3334.058350
	Iteration 111Q: 3 clusters Score -2910980 nChanged 60
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2910999.000000 Penalty: 3334.058350
	Iteration 112Q: 3 clusters Score -2910999 nChanged 62
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Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2911013.750000 Penalty: 3334.058350
	Iteration 113Q: 3 clusters Score -2911014 nChanged 71
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Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2911023.500000 Penalty: 3334.058350
	Iteration 114Q: 3 clusters Score -2911024 nChanged 70
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Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -2911033.250000 Penalty: 3334.058350
	Iteration 115Q: 3 clusters Score -2911033 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2911043.250000 Penalty: 3334.058350
	Iteration 116Q: 3 clusters Score -2911043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2911052.500000 Penalty: 3334.058350
	Iteration 117Q: 3 clusters Score -2911052 nChanged 58
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Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2911056.000000 Penalty: 3334.058350
	Iteration 118Q: 3 clusters Score -2911056 nChanged 60
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -2911063.750000 Penalty: 3334.058350
	Iteration 119Q: 3 clusters Score -2911064 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -2911078.250000 Penalty: 3334.058350
	Iteration 120F: 3 clusters Score -2911078 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2911103.750000 Penalty: 3334.058350
	Iteration 121Q: 3 clusters Score -2911104 nChanged 67
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Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2911110.750000 Penalty: 3334.058350
	Iteration 122Q: 3 clusters Score -2911111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2911117.500000 Penalty: 3334.058350
	Iteration 123Q: 3 clusters Score -2911118 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2911129.250000 Penalty: 3334.058350
	Iteration 124Q: 3 clusters Score -2911129 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2911139.250000 Penalty: 3334.058350
	Iteration 125Q: 3 clusters Score -2911139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2911156.000000 Penalty: 3334.058350
	Iteration 126Q: 3 clusters Score -2911156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2911157.250000 Penalty: 3334.058350
	Iteration 127Q: 3 clusters Score -2911157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2911186.250000 Penalty: 3334.058350
	Iteration 128Q: 3 clusters Score -2911186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -2911201.250000 Penalty: 3334.058350
	Iteration 129Q: 3 clusters Score -2911201 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2911245.500000 Penalty: 3334.058350
	Iteration 130Q: 3 clusters Score -2911246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2911296.250000 Penalty: 3334.058350
	Iteration 131Q: 3 clusters Score -2911296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2911369.250000 Penalty: 3334.058350
	Iteration 132Q: 3 clusters Score -2911369 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2911447.000000 Penalty: 3334.058350
	Iteration 133Q: 3 clusters Score -2911447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2911497.250000 Penalty: 3334.058350
	Iteration 134Q: 3 clusters Score -2911497 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2911528.500000 Penalty: 3334.058350
	Iteration 135Q: 3 clusters Score -2911528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2911547.500000 Penalty: 3334.058350
	Iteration 136Q: 3 clusters Score -2911548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2911554.500000 Penalty: 3334.058350
	Iteration 137Q: 3 clusters Score -2911554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2911561.250000 Penalty: 3334.058350
	Iteration 138Q: 3 clusters Score -2911561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2911576.250000 Penalty: 3334.058350
	Iteration 139Q: 3 clusters Score -2911576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -2911583.500000 Penalty: 3334.058350
	Iteration 140F: 3 clusters Score -2911584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2911586.750000 Penalty: 3334.058350
	Iteration 141Q: 3 clusters Score -2911587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2911590.500000 Penalty: 3334.058350
	Iteration 142Q: 3 clusters Score -2911590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2911589.000000 Penalty: 3334.058350
	Iteration 143Q: 3 clusters Score -2911589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2911587.250000 Penalty: 3334.058350
	Iteration 144Q: 3 clusters Score -2911587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -2911592.750000 Penalty: 3334.058350
	Iteration 145Q: 3 clusters Score -2911593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2911598.250000 Penalty: 3334.058350
	Iteration 146Q: 3 clusters Score -2911598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2911600.250000 Penalty: 3334.058350
	Iteration 147Q: 3 clusters Score -2911600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2911601.250000 Penalty: 3334.058350
	Iteration 148Q: 3 clusters Score -2911601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -2911608.750000 Penalty: 3334.058350
	Iteration 149Q: 3 clusters Score -2911609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2911610.000000 Penalty: 3334.058350
	Iteration 150Q: 3 clusters Score -2911610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2911610.500000 Penalty: 3334.058350
	Iteration 151Q: 3 clusters Score -2911610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2911614.000000 Penalty: 3334.058350
	Iteration 152Q: 3 clusters Score -2911614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2911612.500000 Penalty: 3334.058350
	Iteration 153Q: 3 clusters Score -2911612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2911612.500000 Penalty: 3334.058350
	Iteration 154Q: 3 clusters Score -2911612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2911612.500000 Penalty: 3334.058350
	Iteration 155F: 3 clusters Score -2911612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -318324.312500 Penalty: 1317.846680
	Iteration 0F: 2 clusters Score -318324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -315429.906250 Penalty: 2635.693359
	Iteration 0F: 3 clusters Score -315429.9 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -316504.937500 Penalty: 2635.693359
	Iteration 1F: 3 clusters Score -316504.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -316957.312500 Penalty: 2635.693359
	Iteration 2F: 3 clusters Score -316957.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -317431.562500 Penalty: 2635.693359
	Iteration 3F: 3 clusters Score -317431.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -317725.781250 Penalty: 2635.693359
	Iteration 4F: 3 clusters Score -317725.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -317876.062500 Penalty: 2635.693359
	Iteration 5Q: 3 clusters Score -317876.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -317960.125000 Penalty: 2635.693359
	Iteration 6Q: 3 clusters Score -317960.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -318004.375000 Penalty: 2635.693359
	Iteration 7Q: 3 clusters Score -318004.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -318038.312500 Penalty: 2635.693359
	Iteration 8Q: 3 clusters Score -318038.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -318066.437500 Penalty: 2635.693359
	Iteration 9Q: 3 clusters Score -318066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -318100.562500 Penalty: 2635.693359
	Iteration 10Q: 3 clusters Score -318100.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -318151.281250 Penalty: 2635.693359
	Iteration 11Q: 3 clusters Score -318151.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -318179.906250 Penalty: 2635.693359
	Iteration 12Q: 3 clusters Score -318179.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -318198.218750 Penalty: 2635.693359
	Iteration 13Q: 3 clusters Score -318198.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -318207.250000 Penalty: 2635.693359
	Iteration 14Q: 3 clusters Score -318207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -318212.406250 Penalty: 2635.693359
	Iteration 15Q: 3 clusters Score -318212.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -318216.187500 Penalty: 2635.693359
	Iteration 16Q: 3 clusters Score -318216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -318218.500000 Penalty: 2635.693359
	Iteration 17Q: 3 clusters Score -318218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -318219.031250 Penalty: 2635.693359
	Iteration 18Q: 3 clusters Score -318219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -318219.031250 Penalty: 2635.693359
	Iteration 19F: 3 clusters Score -318219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -181073.156250 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -181073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -178969.515625 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -178969.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -179447.484375 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -179447.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -179580.218750 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -179580.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179671.156250 Penalty: 2468.664307
	Iteration 3F: 3 clusters Score -179671.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -179745.921875 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -179745.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -179840.734375 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -179840.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -179906.453125 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -179906.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -179952.984375 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -179953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -179992.406250 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -179992.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -180022.453125 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -180022.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -180056.500000 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -180056.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -180103.703125 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -180103.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -180137.968750 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -180138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -180170.718750 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -180170.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -180192.734375 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -180192.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -180207.843750 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -180207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -180218.062500 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -180218.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -180233.625000 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -180233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -180246.468750 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -180246.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -180259.359375 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -180259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -180269.906250 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -180269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -180272.859375 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -180272.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -180277.343750 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -180277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180282.968750 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -180283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -180286.578125 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -180286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -180287.671875 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -180287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -180290.000000 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -180290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -180291.375000 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -180291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -180291.375000 Penalty: 2468.664307
	Iteration 28F: 3 clusters Score -180291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Entering Unmasked Estep 
Score: -797729.750000 Penalty: 1455.511719
	Iteration 0F: 2 clusters Score -797729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -792012.000000 Penalty: 2911.023438
	Iteration 0F: 3 clusters Score -792012 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -793872.812500 Penalty: 2911.023438
	Iteration 1F: 3 clusters Score -793872.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -794217.562500 Penalty: 2911.023438
	Iteration 2F: 3 clusters Score -794217.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -794613.312500 Penalty: 2911.023438
	Iteration 3F: 3 clusters Score -794613.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -795061.375000 Penalty: 2911.023438
	Iteration 4F: 3 clusters Score -795061.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -795555.625000 Penalty: 2911.023438
	Iteration 5F: 3 clusters Score -795555.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -795982.562500 Penalty: 2911.023438
	Iteration 6F: 3 clusters Score -795982.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -796316.937500 Penalty: 2911.023438
	Iteration 7Q: 3 clusters Score -796316.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -796522.062500 Penalty: 2911.023438
	Iteration 8Q: 3 clusters Score -796522.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -796676.250000 Penalty: 2911.023438
	Iteration 9Q: 3 clusters Score -796676.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -796758.687500 Penalty: 2911.023438
	Iteration 10Q: 3 clusters Score -796758.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -796809.187500 Penalty: 2911.023438
	Iteration 11Q: 3 clusters Score -796809.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -796855.000000 Penalty: 2911.023438
	Iteration 12Q: 3 clusters Score -796855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -796899.875000 Penalty: 2911.023438
	Iteration 13Q: 3 clusters Score -796899.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -796923.187500 Penalty: 2911.023438
	Iteration 14Q: 3 clusters Score -796923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -796937.375000 Penalty: 2911.023438
	Iteration 15Q: 3 clusters Score -796937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -796942.562500 Penalty: 2911.023438
	Iteration 16Q: 3 clusters Score -796942.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -796949.000000 Penalty: 2911.023438
	Iteration 17Q: 3 clusters Score -796949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -796953.812500 Penalty: 2911.023438
	Iteration 18Q: 3 clusters Score -796953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -796956.375000 Penalty: 2911.023438
	Iteration 19Q: 3 clusters Score -796956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -796955.875000 Penalty: 2911.023438
	Iteration 20F: 3 clusters Score -796955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -796956.937500 Penalty: 2911.023438
	Iteration 21Q: 3 clusters Score -796956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -796956.937500 Penalty: 2911.023438
	Iteration 22F: 3 clusters Score -796956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -278554.531250 Penalty: 1292.357056
	Iteration 0F: 2 clusters Score -278554.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -275928.750000 Penalty: 2584.714111
	Iteration 0F: 3 clusters Score -275928.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -276576.218750 Penalty: 2584.714111
	Iteration 1F: 3 clusters Score -276576.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -276698.218750 Penalty: 2584.714111
	Iteration 2F: 3 clusters Score -276698.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -276783.843750 Penalty: 2584.714111
	Iteration 3Q: 3 clusters Score -276783.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -276868.718750 Penalty: 2584.714111
	Iteration 4Q: 3 clusters Score -276868.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -276940.343750 Penalty: 2584.714111
	Iteration 5Q: 3 clusters Score -276940.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -277005.468750 Penalty: 2584.714111
	Iteration 6Q: 3 clusters Score -277005.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -277070.406250 Penalty: 2584.714111
	Iteration 7Q: 3 clusters Score -277070.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -277144.937500 Penalty: 2584.714111
	Iteration 8Q: 3 clusters Score -277144.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277214.625000 Penalty: 2584.714111
	Iteration 9Q: 3 clusters Score -277214.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -277271.125000 Penalty: 2584.714111
	Iteration 10Q: 3 clusters Score -277271.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -277333.468750 Penalty: 2584.714111
	Iteration 11Q: 3 clusters Score -277333.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -277388.281250 Penalty: 2584.714111
	Iteration 12Q: 3 clusters Score -277388.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -277432.062500 Penalty: 2584.714111
	Iteration 13Q: 3 clusters Score -277432.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -277473.375000 Penalty: 2584.714111
	Iteration 14Q: 3 clusters Score -277473.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -277532.906250 Penalty: 2584.714111
	Iteration 15Q: 3 clusters Score -277532.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -277587.968750 Penalty: 2584.714111
	Iteration 16Q: 3 clusters Score -277588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -277643.093750 Penalty: 2584.714111
	Iteration 17Q: 3 clusters Score -277643.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -277684.593750 Penalty: 2584.714111
	Iteration 18Q: 3 clusters Score -277684.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277719.750000 Penalty: 2584.714111
	Iteration 19Q: 3 clusters Score -277719.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -277754.281250 Penalty: 2584.714111
	Iteration 20F: 3 clusters Score -277754.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -277784.437500 Penalty: 2584.714111
	Iteration 21Q: 3 clusters Score -277784.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -277826.375000 Penalty: 2584.714111
	Iteration 22Q: 3 clusters Score -277826.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -277862.781250 Penalty: 2584.714111
	Iteration 23Q: 3 clusters Score -277862.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -277887.000000 Penalty: 2584.714111
	Iteration 24Q: 3 clusters Score -277887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -277908.312500 Penalty: 2584.714111
	Iteration 25Q: 3 clusters Score -277908.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -277930.968750 Penalty: 2584.714111
	Iteration 26Q: 3 clusters Score -277931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -277948.468750 Penalty: 2584.714111
	Iteration 27Q: 3 clusters Score -277948.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277967.375000 Penalty: 2584.714111
	Iteration 28Q: 3 clusters Score -277967.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -277984.812500 Penalty: 2584.714111
	Iteration 29Q: 3 clusters Score -277984.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -277995.031250 Penalty: 2584.714111
	Iteration 30Q: 3 clusters Score -277995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -278004.531250 Penalty: 2584.714111
	Iteration 31Q: 3 clusters Score -278004.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -278010.906250 Penalty: 2584.714111
	Iteration 32Q: 3 clusters Score -278010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -278012.843750 Penalty: 2584.714111
	Iteration 33Q: 3 clusters Score -278012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -278013.781250 Penalty: 2584.714111
	Iteration 34Q: 3 clusters Score -278013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -278016.000000 Penalty: 2584.714111
	Iteration 35Q: 3 clusters Score -278016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -278016.218750 Penalty: 2584.714111
	Iteration 36Q: 3 clusters Score -278016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -278016.218750 Penalty: 2584.714111
	Iteration 37F: 3 clusters Score -278016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 81163 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70148 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125773 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155091 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31465 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 8915 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5224 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28528 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 279Q: 50 clusters Score -1.540651e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 81165 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 70149 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125771 members 
Mstep: Class 18 contains 66621 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 155089 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6730 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31469 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10965 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4332 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15075 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8929 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5212 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28525 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 280F: 50 clusters Score -1.540651e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 81168 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70150 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125771 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155086 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6730 members 
Mstep: Class 28 contains 187448 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31472 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8936 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5201 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28525 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 281Q: 50 clusters Score -1.540651e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 81169 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70151 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125764 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1605 members 
Mstep: Class 21 contains 99071 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155085 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6734 members 
Mstep: Class 28 contains 187448 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31475 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15074 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8943 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5190 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28524 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065120.000000 Penalty: 113419.390625
Iteration 282Q: 50 clusters Score -1.540651e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 81169 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70153 members 
Mstep: Class 11 contains 27456 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125763 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99071 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155082 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 187450 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31479 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15073 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8950 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5185 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28522 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 283Q: 50 clusters Score -1.540651e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 14285 members 
Mstep: Class 8 contains 81169 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70153 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125762 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99072 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155080 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6734 members 
Mstep: Class 28 contains 187450 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31484 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 15071 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8961 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5179 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28522 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 284Q: 50 clusters Score -1.540651e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8062 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 81171 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125763 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99071 members 
Mstep: Class 22 contains 101965 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155076 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31487 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8969 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5176 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28523 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 285Q: 50 clusters Score -1.54065e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8062 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 81170 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125763 members 
Mstep: Class 18 contains 66620 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155078 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 187450 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31490 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4333 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 15067 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8975 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5172 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28523 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 286Q: 50 clusters Score -1.54065e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8062 members 
Mstep: Class 7 contains 14281 members 
Mstep: Class 8 contains 81174 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125763 members 
Mstep: Class 18 contains 66619 members 
Mstep: Class 19 contains 168823 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 187449 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31492 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8981 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5167 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28522 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 287Q: 50 clusters Score -1.540651e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 81175 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125763 members 
Mstep: Class 18 contains 66618 members 
Mstep: Class 19 contains 168821 members 
Mstep: Class 20 contains 1607 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 101964 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14840 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31495 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15067 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8987 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3351 members 
Mstep: Class 43 contains 5161 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28522 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065136.000000 Penalty: 113419.390625
Iteration 288Q: 50 clusters Score -1.540651e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11830 members 
Mstep: Class 6 contains 8062 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 81175 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125762 members 
Mstep: Class 18 contains 66618 members 
Mstep: Class 19 contains 168821 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14839 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 187452 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31497 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10567 members 
Mstep: Class 40 contains 8993 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3352 members 
Mstep: Class 43 contains 5154 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28522 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065200.000000 Penalty: 113419.390625
Iteration 289Q: 50 clusters Score -1.540652e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 14279 members 
Mstep: Class 8 contains 81175 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70154 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125760 members 
Mstep: Class 18 contains 66619 members 
Mstep: Class 19 contains 168821 members 
Mstep: Class 20 contains 1608 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14835 members 
Mstep: Class 27 contains 6734 members 
Mstep: Class 28 contains 187452 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31498 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 8995 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3353 members 
Mstep: Class 43 contains 5147 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28522 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 290Q: 50 clusters Score -1.540651e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 81177 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70156 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125761 members 
Mstep: Class 18 contains 66619 members 
Mstep: Class 19 contains 168821 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99071 members 
Mstep: Class 22 contains 101972 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14832 members 
Mstep: Class 27 contains 6736 members 
Mstep: Class 28 contains 187451 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31497 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 8995 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3352 members 
Mstep: Class 43 contains 5139 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28519 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1990 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065184.000000 Penalty: 113419.390625
Iteration 291Q: 50 clusters Score -1.540652e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 81177 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70155 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125758 members 
Mstep: Class 18 contains 66618 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99072 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 155077 members 
Mstep: Class 26 contains 14831 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 187454 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31499 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 15067 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9008 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5124 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28518 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1991 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065152.000000 Penalty: 113419.390625
Iteration 292Q: 50 clusters Score -1.540652e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14282 members 
Mstep: Class 8 contains 81176 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70157 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66617 members 
Mstep: Class 19 contains 168823 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99073 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155079 members 
Mstep: Class 26 contains 14830 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31504 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9020 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5110 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28516 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065120.000000 Penalty: 113419.390625
Iteration 293Q: 50 clusters Score -1.540651e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14282 members 
Mstep: Class 8 contains 81176 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70161 members 
Mstep: Class 11 contains 27454 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66617 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37830 members 
Mstep: Class 25 contains 155079 members 
Mstep: Class 26 contains 14828 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31509 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9029 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5092 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28515 members 
Mstep: Class 46 contains 3328 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 294Q: 50 clusters Score -1.54065e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 81174 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125757 members 
Mstep: Class 18 contains 66617 members 
Mstep: Class 19 contains 168821 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 99075 members 
Mstep: Class 22 contains 101967 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155078 members 
Mstep: Class 26 contains 14829 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31513 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10977 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9037 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5080 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28516 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064928.000000 Penalty: 113419.390625
Iteration 295Q: 50 clusters Score -1.540649e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 14272 members 
Mstep: Class 8 contains 81172 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125757 members 
Mstep: Class 18 contains 66616 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 99074 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 155080 members 
Mstep: Class 26 contains 14829 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 187453 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31515 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3206 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 15064 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9049 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5074 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3330 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064944.000000 Penalty: 113419.390625
Iteration 296Q: 50 clusters Score -1.540649e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 81172 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168818 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99072 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 155081 members 
Mstep: Class 26 contains 14828 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 187452 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31517 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9056 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5065 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 297Q: 50 clusters Score -1.54065e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14268 members 
Mstep: Class 8 contains 81175 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70170 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31164 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125761 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168815 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 99071 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 155080 members 
Mstep: Class 26 contains 14825 members 
Mstep: Class 27 contains 6745 members 
Mstep: Class 28 contains 187446 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31530 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3760 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9056 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5058 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 298Q: 50 clusters Score -1.540651e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13056 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 14265 members 
Mstep: Class 8 contains 81181 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70170 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125760 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168818 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 99071 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 155076 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 187446 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31535 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9062 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3350 members 
Mstep: Class 43 contains 5053 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065168.000000 Penalty: 113419.390625
Iteration 299Q: 50 clusters Score -1.540652e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13058 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 81185 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70169 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31162 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125760 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168820 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 155072 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 187449 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31539 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9070 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3349 members 
Mstep: Class 43 contains 5048 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065088.000000 Penalty: 113419.390625
Iteration 300F: 50 clusters Score -1.540651e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 14255 members 
Mstep: Class 8 contains 81189 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 17 contains 125762 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 99069 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 37833 members 
Mstep: Class 25 contains 155070 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 187448 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31543 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9078 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5042 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 301Q: 50 clusters Score -1.540651e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13063 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 14257 members 
Mstep: Class 8 contains 81189 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 70169 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31160 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 17 contains 125760 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 99068 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 155066 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 187450 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31546 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3764 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9084 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5034 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28517 members 
Mstep: Class 46 contains 3329 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 302Q: 50 clusters Score -1.540651e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13063 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 81188 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 70168 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 17 contains 125760 members 
Mstep: Class 18 contains 66616 members 
Mstep: Class 19 contains 168822 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99067 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 155066 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 187449 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31551 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 15064 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9085 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5028 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28516 members 
Mstep: Class 46 contains 3328 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064976.000000 Penalty: 113419.390625
Iteration 303Q: 50 clusters Score -1.54065e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13063 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 81188 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70168 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66616 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 99067 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 155067 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 187449 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31558 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3767 members 
Mstep: Class 38 contains 15064 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9087 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5020 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28515 members 
Mstep: Class 46 contains 3327 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 113419.390625
Iteration 304Q: 50 clusters Score -1.54065e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13063 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31160 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66616 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 155065 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 187450 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31562 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15064 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9093 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5015 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28515 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1992 members 
Mstep: Class 48 contains 7760 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064976.000000 Penalty: 113419.390625
Iteration 305Q: 50 clusters Score -1.54065e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13063 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 81191 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 70168 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168819 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155064 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 187452 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31562 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15064 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9098 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3348 members 
Mstep: Class 43 contains 5011 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28512 members 
Mstep: Class 46 contains 3324 members 
Mstep: Class 47 contains 1993 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 306Q: 50 clusters Score -1.54065e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13063 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6456 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125757 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168817 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31558 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3770 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 9102 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5010 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28514 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 113419.390625
Iteration 307Q: 50 clusters Score -1.540651e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13064 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 70164 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168813 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 187454 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31557 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4334 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9103 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5010 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28512 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 308Q: 50 clusters Score -1.54065e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81194 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168812 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155062 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31558 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9105 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5009 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28510 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 309Q: 50 clusters Score -1.540651e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125758 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168812 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155062 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6742 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31558 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9107 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5007 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28508 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 310Q: 50 clusters Score -1.540651e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6459 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125759 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6744 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31558 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9109 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5004 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28506 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 113419.390625
Iteration 311Q: 50 clusters Score -1.54065e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81192 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38506 members 
Mstep: Class 17 contains 125758 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31559 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9111 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 5001 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28503 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 312Q: 50 clusters Score -1.54065e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 81192 members 
Mstep: Class 9 contains 6459 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125758 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31559 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9113 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4999 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28492 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 313Q: 50 clusters Score -1.54065e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31559 members 
Mstep: Class 31 contains 7435 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9114 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28491 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 314Q: 50 clusters Score -1.540651e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14266 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31560 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15065 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9117 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28490 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 315Q: 50 clusters Score -1.540651e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14265 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 10 contains 70167 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 155063 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6756 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31561 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15066 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9117 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28488 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 113419.390625
Iteration 316Q: 50 clusters Score -1.540651e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14264 members 
Mstep: Class 8 contains 81192 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 10 contains 70168 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155062 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31562 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16567 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9117 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4999 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28487 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064960.000000 Penalty: 113419.390625
Iteration 317Q: 50 clusters Score -1.54065e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11832 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81191 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70168 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125752 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99066 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155062 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 187454 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31561 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9118 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28485 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064928.000000 Penalty: 113419.390625
Iteration 318Q: 50 clusters Score -1.540649e+08 nChanged 16
Entering ConstructFrom: 
Score: -154064928.000000 Penalty: 113419.390625
Entering ConstructFrom: 
Trying to split cluster 1 (31352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Entering Unmasked Estep 
Score: -3237846.000000 Penalty: 1682.367920
	Iteration 0F: 2 clusters Score -3237846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3216661.500000 Penalty: 3364.735840
	Iteration 0F: 3 clusters Score -3216662 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3225021.750000 Penalty: 3364.735840
	Iteration 1F: 3 clusters Score -3225022 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3225643.250000 Penalty: 3364.735840
	Iteration 2F: 3 clusters Score -3225643 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3226442.250000 Penalty: 3364.735840
	Iteration 3F: 3 clusters Score -3226442 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3227562.250000 Penalty: 3364.735840
	Iteration 4F: 3 clusters Score -3227562 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3229104.750000 Penalty: 3364.735840
	Iteration 5F: 3 clusters Score -3229105 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3231058.000000 Penalty: 3364.735840
	Iteration 6F: 3 clusters Score -3231058 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3232934.750000 Penalty: 3364.735840
	Iteration 7F: 3 clusters Score -3232935 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3234450.500000 Penalty: 3364.735840
	Iteration 8F: 3 clusters Score -3234450 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3235401.500000 Penalty: 3364.735840
	Iteration 9Q: 3 clusters Score -3235402 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3235902.250000 Penalty: 3364.735840
	Iteration 10Q: 3 clusters Score -3235902 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3236174.500000 Penalty: 3364.735840
	Iteration 11Q: 3 clusters Score -3236174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3236325.250000 Penalty: 3364.735840
	Iteration 12Q: 3 clusters Score -3236325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3236419.000000 Penalty: 3364.735840
	Iteration 13Q: 3 clusters Score -3236419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3236477.250000 Penalty: 3364.735840
	Iteration 14Q: 3 clusters Score -3236477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3236499.250000 Penalty: 3364.735840
	Iteration 15Q: 3 clusters Score -3236499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3236511.000000 Penalty: 3364.735840
	Iteration 16Q: 3 clusters Score -3236511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3236525.250000 Penalty: 3364.735840
	Iteration 17Q: 3 clusters Score -3236525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3236532.750000 Penalty: 3364.735840
	Iteration 18Q: 3 clusters Score -3236533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3236532.250000 Penalty: 3364.735840
	Iteration 19Q: 3 clusters Score -3236532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3236534.750000 Penalty: 3364.735840
	Iteration 20F: 3 clusters Score -3236535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3236540.000000 Penalty: 3364.735840
	Iteration 21Q: 3 clusters Score -3236540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3236541.250000 Penalty: 3364.735840
	Iteration 22Q: 3 clusters Score -3236541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3236542.000000 Penalty: 3364.735840
	Iteration 23Q: 3 clusters Score -3236542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3236547.500000 Penalty: 3364.735840
	Iteration 24Q: 3 clusters Score -3236548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3236552.750000 Penalty: 3364.735840
	Iteration 25Q: 3 clusters Score -3236553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3236556.000000 Penalty: 3364.735840
	Iteration 26Q: 3 clusters Score -3236556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3236550.000000 Penalty: 3364.735840
	Iteration 27Q: 3 clusters Score -3236550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3236553.000000 Penalty: 3364.735840
	Iteration 28Q: 3 clusters Score -3236553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3236553.500000 Penalty: 3364.735840
	Iteration 29Q: 3 clusters Score -3236554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3236557.750000 Penalty: 3364.735840
	Iteration 30Q: 3 clusters Score -3236558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3236559.250000 Penalty: 3364.735840
	Iteration 31Q: 3 clusters Score -3236559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3236567.500000 Penalty: 3364.735840
	Iteration 32Q: 3 clusters Score -3236568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3236568.250000 Penalty: 3364.735840
	Iteration 33Q: 3 clusters Score -3236568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3236568.250000 Penalty: 3364.735840
	Iteration 34Q: 3 clusters Score -3236568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3236571.000000 Penalty: 3364.735840
	Iteration 35Q: 3 clusters Score -3236571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3236570.000000 Penalty: 3364.735840
	Iteration 36Q: 3 clusters Score -3236570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3236570.000000 Penalty: 3364.735840
	Iteration 37Q: 3 clusters Score -3236570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3236571.500000 Penalty: 3364.735840
	Iteration 38Q: 3 clusters Score -3236572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3236571.500000 Penalty: 3364.735840
	Iteration 39F: 3 clusters Score -3236572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -772117.625000 Penalty: 1444.445435
	Iteration 0F: 2 clusters Score -772117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -766701.187500 Penalty: 2888.890869
	Iteration 0F: 3 clusters Score -766701.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -768378.625000 Penalty: 2888.890869
	Iteration 1F: 3 clusters Score -768378.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -768655.875000 Penalty: 2888.890869
	Iteration 2F: 3 clusters Score -768655.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -768875.250000 Penalty: 2888.890869
	Iteration 3F: 3 clusters Score -768875.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -769089.250000 Penalty: 2888.890869
	Iteration 4F: 3 clusters Score -769089.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -769299.437500 Penalty: 2888.890869
	Iteration 5F: 3 clusters Score -769299.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -769480.687500 Penalty: 2888.890869
	Iteration 6Q: 3 clusters Score -769480.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -769673.062500 Penalty: 2888.890869
	Iteration 7Q: 3 clusters Score -769673.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -769884.750000 Penalty: 2888.890869
	Iteration 8Q: 3 clusters Score -769884.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -770099.312500 Penalty: 2888.890869
	Iteration 9Q: 3 clusters Score -770099.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -770312.437500 Penalty: 2888.890869
	Iteration 10Q: 3 clusters Score -770312.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -770496.187500 Penalty: 2888.890869
	Iteration 11Q: 3 clusters Score -770496.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -770644.437500 Penalty: 2888.890869
	Iteration 12Q: 3 clusters Score -770644.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -770766.562500 Penalty: 2888.890869
	Iteration 13Q: 3 clusters Score -770766.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -770856.125000 Penalty: 2888.890869
	Iteration 14Q: 3 clusters Score -770856.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -770930.312500 Penalty: 2888.890869
	Iteration 15Q: 3 clusters Score -770930.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -770979.062500 Penalty: 2888.890869
	Iteration 16Q: 3 clusters Score -770979.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -771016.062500 Penalty: 2888.890869
	Iteration 17Q: 3 clusters Score -771016.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -771045.812500 Penalty: 2888.890869
	Iteration 18Q: 3 clusters Score -771045.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -771069.937500 Penalty: 2888.890869
	Iteration 19Q: 3 clusters Score -771069.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -771090.062500 Penalty: 2888.890869
	Iteration 20F: 3 clusters Score -771090.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -771105.375000 Penalty: 2888.890869
	Iteration 21Q: 3 clusters Score -771105.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -771118.375000 Penalty: 2888.890869
	Iteration 22Q: 3 clusters Score -771118.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -771130.812500 Penalty: 2888.890869
	Iteration 23Q: 3 clusters Score -771130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -771139.500000 Penalty: 2888.890869
	Iteration 24Q: 3 clusters Score -771139.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -771143.125000 Penalty: 2888.890869
	Iteration 25Q: 3 clusters Score -771143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -771146.062500 Penalty: 2888.890869
	Iteration 26Q: 3 clusters Score -771146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -771147.250000 Penalty: 2888.890869
	Iteration 27Q: 3 clusters Score -771147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -771150.000000 Penalty: 2888.890869
	Iteration 28Q: 3 clusters Score -771150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -771150.562500 Penalty: 2888.890869
	Iteration 29Q: 3 clusters Score -771150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -771151.687500 Penalty: 2888.890869
	Iteration 30Q: 3 clusters Score -771151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -771152.000000 Penalty: 2888.890869
	Iteration 31Q: 3 clusters Score -771152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -771152.000000 Penalty: 2888.890869
	Iteration 32F: 3 clusters Score -771152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -528959.812500 Penalty: 1400.767944
	Iteration 0F: 2 clusters Score -528959.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -524683.500000 Penalty: 2801.535889
	Iteration 0F: 3 clusters Score -524683.5 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -526365.312500 Penalty: 2801.535889
	Iteration 1F: 3 clusters Score -526365.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -526860.562500 Penalty: 2801.535889
	Iteration 2F: 3 clusters Score -526860.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -527259.375000 Penalty: 2801.535889
	Iteration 3F: 3 clusters Score -527259.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -527579.562500 Penalty: 2801.535889
	Iteration 4F: 3 clusters Score -527579.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -527792.687500 Penalty: 2801.535889
	Iteration 5F: 3 clusters Score -527792.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -527936.937500 Penalty: 2801.535889
	Iteration 6Q: 3 clusters Score -527936.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -528011.000000 Penalty: 2801.535889
	Iteration 7Q: 3 clusters Score -528011 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -528051.062500 Penalty: 2801.535889
	Iteration 8Q: 3 clusters Score -528051.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -528072.125000 Penalty: 2801.535889
	Iteration 9Q: 3 clusters Score -528072.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -528084.437500 Penalty: 2801.535889
	Iteration 10Q: 3 clusters Score -528084.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -528093.687500 Penalty: 2801.535889
	Iteration 11Q: 3 clusters Score -528093.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -528102.625000 Penalty: 2801.535889
	Iteration 12Q: 3 clusters Score -528102.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -528109.312500 Penalty: 2801.535889
	Iteration 13Q: 3 clusters Score -528109.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -528113.125000 Penalty: 2801.535889
	Iteration 14Q: 3 clusters Score -528113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -528115.500000 Penalty: 2801.535889
	Iteration 15Q: 3 clusters Score -528115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -528118.687500 Penalty: 2801.535889
	Iteration 16Q: 3 clusters Score -528118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -528118.000000 Penalty: 2801.535889
	Iteration 17Q: 3 clusters Score -528118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -528119.750000 Penalty: 2801.535889
	Iteration 18Q: 3 clusters Score -528119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -528120.625000 Penalty: 2801.535889
	Iteration 19Q: 3 clusters Score -528120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -528121.562500 Penalty: 2801.535889
	Iteration 20F: 3 clusters Score -528121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -528123.937500 Penalty: 2801.535889
	Iteration 21Q: 3 clusters Score -528123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -528125.500000 Penalty: 2801.535889
	Iteration 22Q: 3 clusters Score -528125.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -528128.250000 Penalty: 2801.535889
	Iteration 23Q: 3 clusters Score -528128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -528128.937500 Penalty: 2801.535889
	Iteration 24Q: 3 clusters Score -528128.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -528131.500000 Penalty: 2801.535889
	Iteration 25Q: 3 clusters Score -528131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -528131.250000 Penalty: 2801.535889
	Iteration 26Q: 3 clusters Score -528131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -528131.937500 Penalty: 2801.535889
	Iteration 27Q: 3 clusters Score -528131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -528131.937500 Penalty: 2801.535889
	Iteration 28F: 3 clusters Score -528131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -1258927.000000 Penalty: 1540.125000
	Iteration 0F: 2 clusters Score -1258927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1249933.750000 Penalty: 3080.250000
	Iteration 0F: 3 clusters Score -1249934 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1253360.875000 Penalty: 3080.250000
	Iteration 1F: 3 clusters Score -1253361 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1253986.250000 Penalty: 3080.250000
	Iteration 2F: 3 clusters Score -1253986 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1254550.625000 Penalty: 3080.250000
	Iteration 3F: 3 clusters Score -1254551 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1255037.500000 Penalty: 3080.250000
	Iteration 4F: 3 clusters Score -1255038 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1255432.750000 Penalty: 3080.250000
	Iteration 5Q: 3 clusters Score -1255433 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1255727.625000 Penalty: 3080.250000
	Iteration 6Q: 3 clusters Score -1255728 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1255900.875000 Penalty: 3080.250000
	Iteration 7Q: 3 clusters Score -1255901 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1256009.000000 Penalty: 3080.250000
	Iteration 8Q: 3 clusters Score -1256009 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1256107.875000 Penalty: 3080.250000
	Iteration 9Q: 3 clusters Score -1256108 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1256200.375000 Penalty: 3080.250000
	Iteration 10Q: 3 clusters Score -1256200 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1256278.250000 Penalty: 3080.250000
	Iteration 11Q: 3 clusters Score -1256278 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1256348.875000 Penalty: 3080.250000
	Iteration 12Q: 3 clusters Score -1256349 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1256393.750000 Penalty: 3080.250000
	Iteration 13Q: 3 clusters Score -1256394 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1256446.500000 Penalty: 3080.250000
	Iteration 14Q: 3 clusters Score -1256446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1256508.000000 Penalty: 3080.250000
	Iteration 15Q: 3 clusters Score -1256508 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1256558.625000 Penalty: 3080.250000
	Iteration 16Q: 3 clusters Score -1256559 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1256614.375000 Penalty: 3080.250000
	Iteration 17Q: 3 clusters Score -1256614 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1256674.625000 Penalty: 3080.250000
	Iteration 18Q: 3 clusters Score -1256675 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1256732.625000 Penalty: 3080.250000
	Iteration 19Q: 3 clusters Score -1256733 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1256790.125000 Penalty: 3080.250000
	Iteration 20F: 3 clusters Score -1256790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1256852.375000 Penalty: 3080.250000
	Iteration 21Q: 3 clusters Score -1256852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1256920.125000 Penalty: 3080.250000
	Iteration 22Q: 3 clusters Score -1256920 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1256989.125000 Penalty: 3080.250000
	Iteration 23Q: 3 clusters Score -1256989 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1257049.750000 Penalty: 3080.250000
	Iteration 24Q: 3 clusters Score -1257050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1257102.875000 Penalty: 3080.250000
	Iteration 25Q: 3 clusters Score -1257103 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1257149.875000 Penalty: 3080.250000
	Iteration 26Q: 3 clusters Score -1257150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1257196.750000 Penalty: 3080.250000
	Iteration 27Q: 3 clusters Score -1257197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1257239.125000 Penalty: 3080.250000
	Iteration 28Q: 3 clusters Score -1257239 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1257292.625000 Penalty: 3080.250000
	Iteration 29Q: 3 clusters Score -1257293 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1257342.000000 Penalty: 3080.250000
	Iteration 30Q: 3 clusters Score -1257342 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1257385.250000 Penalty: 3080.250000
	Iteration 31Q: 3 clusters Score -1257385 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1257425.000000 Penalty: 3080.250000
	Iteration 32Q: 3 clusters Score -1257425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1257453.250000 Penalty: 3080.250000
	Iteration 33Q: 3 clusters Score -1257453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1257487.250000 Penalty: 3080.250000
	Iteration 34Q: 3 clusters Score -1257487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1257514.250000 Penalty: 3080.250000
	Iteration 35Q: 3 clusters Score -1257514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1257534.500000 Penalty: 3080.250000
	Iteration 36Q: 3 clusters Score -1257534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1257562.750000 Penalty: 3080.250000
	Iteration 37Q: 3 clusters Score -1257563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1257574.000000 Penalty: 3080.250000
	Iteration 38Q: 3 clusters Score -1257574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1257584.500000 Penalty: 3080.250000
	Iteration 39Q: 3 clusters Score -1257584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1257593.625000 Penalty: 3080.250000
	Iteration 40F: 3 clusters Score -1257594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1257603.000000 Penalty: 3080.250000
	Iteration 41Q: 3 clusters Score -1257603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1257611.375000 Penalty: 3080.250000
	Iteration 42Q: 3 clusters Score -1257611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1257620.500000 Penalty: 3080.250000
	Iteration 43Q: 3 clusters Score -1257620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1257625.875000 Penalty: 3080.250000
	Iteration 44Q: 3 clusters Score -1257626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1257629.250000 Penalty: 3080.250000
	Iteration 45Q: 3 clusters Score -1257629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1257629.250000 Penalty: 3080.250000
	Iteration 46Q: 3 clusters Score -1257629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1257628.750000 Penalty: 3080.250000
	Iteration 47Q: 3 clusters Score -1257629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1257629.500000 Penalty: 3080.250000
	Iteration 48Q: 3 clusters Score -1257630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1257630.875000 Penalty: 3080.250000
	Iteration 49Q: 3 clusters Score -1257631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1257631.375000 Penalty: 3080.250000
	Iteration 50Q: 3 clusters Score -1257631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1257632.000000 Penalty: 3080.250000
	Iteration 51Q: 3 clusters Score -1257632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1257633.000000 Penalty: 3080.250000
	Iteration 52Q: 3 clusters Score -1257633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1257633.875000 Penalty: 3080.250000
	Iteration 53Q: 3 clusters Score -1257634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1257633.625000 Penalty: 3080.250000
	Iteration 54Q: 3 clusters Score -1257634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1257634.125000 Penalty: 3080.250000
	Iteration 55Q: 3 clusters Score -1257634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1257638.000000 Penalty: 3080.250000
	Iteration 56Q: 3 clusters Score -1257638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1257638.375000 Penalty: 3080.250000
	Iteration 57Q: 3 clusters Score -1257638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1257640.750000 Penalty: 3080.250000
	Iteration 58Q: 3 clusters Score -1257641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1257640.500000 Penalty: 3080.250000
	Iteration 59Q: 3 clusters Score -1257640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1257640.500000 Penalty: 3080.250000
	Iteration 60F: 3 clusters Score -1257640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1229691.500000 Penalty: 1524.057739
	Iteration 0F: 2 clusters Score -1229692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1221271.250000 Penalty: 3048.115479
	Iteration 0F: 3 clusters Score -1221271 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1224204.250000 Penalty: 3048.115479
	Iteration 1F: 3 clusters Score -1224204 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1224449.875000 Penalty: 3048.115479
	Iteration 2F: 3 clusters Score -1224450 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1224650.625000 Penalty: 3048.115479
	Iteration 3Q: 3 clusters Score -1224651 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1224836.125000 Penalty: 3048.115479
	Iteration 4Q: 3 clusters Score -1224836 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1224996.875000 Penalty: 3048.115479
	Iteration 5Q: 3 clusters Score -1224997 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1225154.500000 Penalty: 3048.115479
	Iteration 6Q: 3 clusters Score -1225154 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1225301.875000 Penalty: 3048.115479
	Iteration 7Q: 3 clusters Score -1225302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1225462.750000 Penalty: 3048.115479
	Iteration 8Q: 3 clusters Score -1225463 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1225650.750000 Penalty: 3048.115479
	Iteration 9Q: 3 clusters Score -1225651 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1225877.500000 Penalty: 3048.115479
	Iteration 10Q: 3 clusters Score -1225878 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1226142.750000 Penalty: 3048.115479
	Iteration 11Q: 3 clusters Score -1226143 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1226438.375000 Penalty: 3048.115479
	Iteration 12Q: 3 clusters Score -1226438 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1226817.875000 Penalty: 3048.115479
	Iteration 13Q: 3 clusters Score -1226818 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1227309.375000 Penalty: 3048.115479
	Iteration 14F: 3 clusters Score -1227309 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1227736.625000 Penalty: 3048.115479
	Iteration 15F: 3 clusters Score -1227737 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1228022.875000 Penalty: 3048.115479
	Iteration 16Q: 3 clusters Score -1228023 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1228209.500000 Penalty: 3048.115479
	Iteration 17Q: 3 clusters Score -1228210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1228359.250000 Penalty: 3048.115479
	Iteration 18Q: 3 clusters Score -1228359 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1228473.375000 Penalty: 3048.115479
	Iteration 19Q: 3 clusters Score -1228473 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1228572.625000 Penalty: 3048.115479
	Iteration 20F: 3 clusters Score -1228573 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1228642.375000 Penalty: 3048.115479
	Iteration 21Q: 3 clusters Score -1228642 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1228691.125000 Penalty: 3048.115479
	Iteration 22Q: 3 clusters Score -1228691 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1228725.250000 Penalty: 3048.115479
	Iteration 23Q: 3 clusters Score -1228725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1228748.000000 Penalty: 3048.115479
	Iteration 24Q: 3 clusters Score -1228748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1228772.000000 Penalty: 3048.115479
	Iteration 25Q: 3 clusters Score -1228772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1228786.375000 Penalty: 3048.115479
	Iteration 26Q: 3 clusters Score -1228786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1228799.750000 Penalty: 3048.115479
	Iteration 27Q: 3 clusters Score -1228800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1228811.875000 Penalty: 3048.115479
	Iteration 28Q: 3 clusters Score -1228812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1228826.750000 Penalty: 3048.115479
	Iteration 29Q: 3 clusters Score -1228827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1228837.375000 Penalty: 3048.115479
	Iteration 30Q: 3 clusters Score -1228837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1228847.500000 Penalty: 3048.115479
	Iteration 31Q: 3 clusters Score -1228848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1228854.500000 Penalty: 3048.115479
	Iteration 32Q: 3 clusters Score -1228854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1228859.000000 Penalty: 3048.115479
	Iteration 33Q: 3 clusters Score -1228859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1228867.750000 Penalty: 3048.115479
	Iteration 34Q: 3 clusters Score -1228868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1228873.625000 Penalty: 3048.115479
	Iteration 35Q: 3 clusters Score -1228874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1228876.125000 Penalty: 3048.115479
	Iteration 36Q: 3 clusters Score -1228876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1228879.750000 Penalty: 3048.115479
	Iteration 37Q: 3 clusters Score -1228880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1228882.000000 Penalty: 3048.115479
	Iteration 38Q: 3 clusters Score -1228882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1228885.250000 Penalty: 3048.115479
	Iteration 39Q: 3 clusters Score -1228885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1228889.750000 Penalty: 3048.115479
	Iteration 40F: 3 clusters Score -1228890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1228897.500000 Penalty: 3048.115479
	Iteration 41Q: 3 clusters Score -1228898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1228906.875000 Penalty: 3048.115479
	Iteration 42Q: 3 clusters Score -1228907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1228910.250000 Penalty: 3048.115479
	Iteration 43Q: 3 clusters Score -1228910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1228919.250000 Penalty: 3048.115479
	Iteration 44Q: 3 clusters Score -1228919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1228925.125000 Penalty: 3048.115479
	Iteration 45Q: 3 clusters Score -1228925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1228925.250000 Penalty: 3048.115479
	Iteration 46Q: 3 clusters Score -1228925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1228928.375000 Penalty: 3048.115479
	Iteration 47Q: 3 clusters Score -1228928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1228931.375000 Penalty: 3048.115479
	Iteration 48Q: 3 clusters Score -1228931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1228935.000000 Penalty: 3048.115479
	Iteration 49Q: 3 clusters Score -1228935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1228938.250000 Penalty: 3048.115479
	Iteration 50Q: 3 clusters Score -1228938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1228942.750000 Penalty: 3048.115479
	Iteration 51Q: 3 clusters Score -1228943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1228946.125000 Penalty: 3048.115479
	Iteration 52Q: 3 clusters Score -1228946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1228945.000000 Penalty: 3048.115479
	Iteration 53Q: 3 clusters Score -1228945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1228946.750000 Penalty: 3048.115479
	Iteration 54Q: 3 clusters Score -1228947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1228948.000000 Penalty: 3048.115479
	Iteration 55Q: 3 clusters Score -1228948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1228952.875000 Penalty: 3048.115479
	Iteration 56Q: 3 clusters Score -1228953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1228953.250000 Penalty: 3048.115479
	Iteration 57Q: 3 clusters Score -1228953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1228953.625000 Penalty: 3048.115479
	Iteration 58Q: 3 clusters Score -1228954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1228953.125000 Penalty: 3048.115479
	Iteration 59Q: 3 clusters Score -1228953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1228951.875000 Penalty: 3048.115479
	Iteration 60F: 3 clusters Score -1228952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1228954.250000 Penalty: 3048.115479
	Iteration 61Q: 3 clusters Score -1228954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1228954.250000 Penalty: 3048.115479
	Iteration 62F: 3 clusters Score -1228954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -779803.250000 Penalty: 1461.512695
	Iteration 0F: 2 clusters Score -779803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -773823.187500 Penalty: 2923.025391
	Iteration 0F: 3 clusters Score -773823.2 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -775941.937500 Penalty: 2923.025391
	Iteration 1F: 3 clusters Score -775941.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -776441.500000 Penalty: 2923.025391
	Iteration 2F: 3 clusters Score -776441.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -776929.312500 Penalty: 2923.025391
	Iteration 3F: 3 clusters Score -776929.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -777375.437500 Penalty: 2923.025391
	Iteration 4F: 3 clusters Score -777375.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -777778.437500 Penalty: 2923.025391
	Iteration 5F: 3 clusters Score -777778.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -778065.375000 Penalty: 2923.025391
	Iteration 6F: 3 clusters Score -778065.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -778284.250000 Penalty: 2923.025391
	Iteration 7Q: 3 clusters Score -778284.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -778474.062500 Penalty: 2923.025391
	Iteration 8Q: 3 clusters Score -778474.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -778589.500000 Penalty: 2923.025391
	Iteration 9Q: 3 clusters Score -778589.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -778662.375000 Penalty: 2923.025391
	Iteration 10Q: 3 clusters Score -778662.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -778727.000000 Penalty: 2923.025391
	Iteration 11Q: 3 clusters Score -778727 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -778792.937500 Penalty: 2923.025391
	Iteration 12Q: 3 clusters Score -778792.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -778846.500000 Penalty: 2923.025391
	Iteration 13Q: 3 clusters Score -778846.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -778893.625000 Penalty: 2923.025391
	Iteration 14Q: 3 clusters Score -778893.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -778949.312500 Penalty: 2923.025391
	Iteration 15Q: 3 clusters Score -778949.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -778998.687500 Penalty: 2923.025391
	Iteration 16Q: 3 clusters Score -778998.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -779041.750000 Penalty: 2923.025391
	Iteration 17Q: 3 clusters Score -779041.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -779083.625000 Penalty: 2923.025391
	Iteration 18Q: 3 clusters Score -779083.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -779118.375000 Penalty: 2923.025391
	Iteration 19Q: 3 clusters Score -779118.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -779147.812500 Penalty: 2923.025391
	Iteration 20F: 3 clusters Score -779147.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -779179.125000 Penalty: 2923.025391
	Iteration 21Q: 3 clusters Score -779179.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -779202.437500 Penalty: 2923.025391
	Iteration 22Q: 3 clusters Score -779202.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -779222.125000 Penalty: 2923.025391
	Iteration 23Q: 3 clusters Score -779222.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -779247.312500 Penalty: 2923.025391
	Iteration 24Q: 3 clusters Score -779247.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -779268.312500 Penalty: 2923.025391
	Iteration 25Q: 3 clusters Score -779268.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -779283.250000 Penalty: 2923.025391
	Iteration 26Q: 3 clusters Score -779283.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -779295.437500 Penalty: 2923.025391
	Iteration 27Q: 3 clusters Score -779295.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -779306.875000 Penalty: 2923.025391
	Iteration 28Q: 3 clusters Score -779306.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -779315.750000 Penalty: 2923.025391
	Iteration 29Q: 3 clusters Score -779315.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -779324.625000 Penalty: 2923.025391
	Iteration 30Q: 3 clusters Score -779324.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -779331.250000 Penalty: 2923.025391
	Iteration 31Q: 3 clusters Score -779331.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -779335.312500 Penalty: 2923.025391
	Iteration 32Q: 3 clusters Score -779335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -779342.625000 Penalty: 2923.025391
	Iteration 33Q: 3 clusters Score -779342.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -779353.750000 Penalty: 2923.025391
	Iteration 34Q: 3 clusters Score -779353.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -779361.125000 Penalty: 2923.025391
	Iteration 35Q: 3 clusters Score -779361.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -779368.437500 Penalty: 2923.025391
	Iteration 36Q: 3 clusters Score -779368.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -779374.312500 Penalty: 2923.025391
	Iteration 37Q: 3 clusters Score -779374.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -779380.125000 Penalty: 2923.025391
	Iteration 38Q: 3 clusters Score -779380.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -779383.375000 Penalty: 2923.025391
	Iteration 39Q: 3 clusters Score -779383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -779383.312500 Penalty: 2923.025391
	Iteration 40F: 3 clusters Score -779383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -779385.250000 Penalty: 2923.025391
	Iteration 41Q: 3 clusters Score -779385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -779387.375000 Penalty: 2923.025391
	Iteration 42Q: 3 clusters Score -779387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -779391.125000 Penalty: 2923.025391
	Iteration 43Q: 3 clusters Score -779391.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -779395.187500 Penalty: 2923.025391
	Iteration 44Q: 3 clusters Score -779395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -779398.500000 Penalty: 2923.025391
	Iteration 45Q: 3 clusters Score -779398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -779400.000000 Penalty: 2923.025391
	Iteration 46Q: 3 clusters Score -779400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -779403.437500 Penalty: 2923.025391
	Iteration 47Q: 3 clusters Score -779403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -779404.625000 Penalty: 2923.025391
	Iteration 48Q: 3 clusters Score -779404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -779406.812500 Penalty: 2923.025391
	Iteration 49Q: 3 clusters Score -779406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -779410.687500 Penalty: 2923.025391
	Iteration 50Q: 3 clusters Score -779410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -779412.250000 Penalty: 2923.025391
	Iteration 51Q: 3 clusters Score -779412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -779413.750000 Penalty: 2923.025391
	Iteration 52Q: 3 clusters Score -779413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -779413.562500 Penalty: 2923.025391
	Iteration 53Q: 3 clusters Score -779413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -779414.375000 Penalty: 2923.025391
	Iteration 54Q: 3 clusters Score -779414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -779416.250000 Penalty: 2923.025391
	Iteration 55Q: 3 clusters Score -779416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -779417.750000 Penalty: 2923.025391
	Iteration 56Q: 3 clusters Score -779417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -779417.562500 Penalty: 2923.025391
	Iteration 57Q: 3 clusters Score -779417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -779418.687500 Penalty: 2923.025391
	Iteration 58Q: 3 clusters Score -779418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -779420.437500 Penalty: 2923.025391
	Iteration 59Q: 3 clusters Score -779420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -779420.687500 Penalty: 2923.025391
	Iteration 60F: 3 clusters Score -779420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Entering Unmasked Estep 
Score: -1460220.875000 Penalty: 1554.370117
	Iteration 0F: 2 clusters Score -1460221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1450364.625000 Penalty: 3108.740234
	Iteration 0F: 3 clusters Score -1450365 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1453766.750000 Penalty: 3108.740234
	Iteration 1F: 3 clusters Score -1453767 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1454225.750000 Penalty: 3108.740234
	Iteration 2F: 3 clusters Score -1454226 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1454723.625000 Penalty: 3108.740234
	Iteration 3F: 3 clusters Score -1454724 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1455237.125000 Penalty: 3108.740234
	Iteration 4F: 3 clusters Score -1455237 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1455828.125000 Penalty: 3108.740234
	Iteration 5F: 3 clusters Score -1455828 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1456515.375000 Penalty: 3108.740234
	Iteration 6F: 3 clusters Score -1456515 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1457201.000000 Penalty: 3108.740234
	Iteration 7F: 3 clusters Score -1457201 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1457832.375000 Penalty: 3108.740234
	Iteration 8F: 3 clusters Score -1457832 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1458312.875000 Penalty: 3108.740234
	Iteration 9Q: 3 clusters Score -1458313 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1458631.625000 Penalty: 3108.740234
	Iteration 10Q: 3 clusters Score -1458632 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1458815.000000 Penalty: 3108.740234
	Iteration 11Q: 3 clusters Score -1458815 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1458916.375000 Penalty: 3108.740234
	Iteration 12Q: 3 clusters Score -1458916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1458989.125000 Penalty: 3108.740234
	Iteration 13Q: 3 clusters Score -1458989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1459060.250000 Penalty: 3108.740234
	Iteration 14Q: 3 clusters Score -1459060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1459109.750000 Penalty: 3108.740234
	Iteration 15Q: 3 clusters Score -1459110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1459154.250000 Penalty: 3108.740234
	Iteration 16Q: 3 clusters Score -1459154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1459187.000000 Penalty: 3108.740234
	Iteration 17Q: 3 clusters Score -1459187 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1459209.500000 Penalty: 3108.740234
	Iteration 18Q: 3 clusters Score -1459210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1459220.625000 Penalty: 3108.740234
	Iteration 19Q: 3 clusters Score -1459221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1459223.625000 Penalty: 3108.740234
	Iteration 20F: 3 clusters Score -1459224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1459230.875000 Penalty: 3108.740234
	Iteration 21Q: 3 clusters Score -1459231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1459235.875000 Penalty: 3108.740234
	Iteration 22Q: 3 clusters Score -1459236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1459238.625000 Penalty: 3108.740234
	Iteration 23Q: 3 clusters Score -1459239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1459241.500000 Penalty: 3108.740234
	Iteration 24Q: 3 clusters Score -1459242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1459244.250000 Penalty: 3108.740234
	Iteration 25Q: 3 clusters Score -1459244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1459241.250000 Penalty: 3108.740234
	Iteration 26Q: 3 clusters Score -1459241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1459244.250000 Penalty: 3108.740234
	Iteration 27Q: 3 clusters Score -1459244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1459244.000000 Penalty: 3108.740234
	Iteration 28Q: 3 clusters Score -1459244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1459241.000000 Penalty: 3108.740234
	Iteration 29Q: 3 clusters Score -1459241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1459241.625000 Penalty: 3108.740234
	Iteration 30Q: 3 clusters Score -1459242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1459246.250000 Penalty: 3108.740234
	Iteration 31Q: 3 clusters Score -1459246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1459245.625000 Penalty: 3108.740234
	Iteration 32Q: 3 clusters Score -1459246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1459247.125000 Penalty: 3108.740234
	Iteration 33Q: 3 clusters Score -1459247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1459245.125000 Penalty: 3108.740234
	Iteration 34Q: 3 clusters Score -1459245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1459246.375000 Penalty: 3108.740234
	Iteration 35Q: 3 clusters Score -1459246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1459251.750000 Penalty: 3108.740234
	Iteration 36Q: 3 clusters Score -1459252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1459247.375000 Penalty: 3108.740234
	Iteration 37Q: 3 clusters Score -1459247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1459258.875000 Penalty: 3108.740234
	Iteration 38Q: 3 clusters Score -1459259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1459256.250000 Penalty: 3108.740234
	Iteration 39Q: 3 clusters Score -1459256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1459260.125000 Penalty: 3108.740234
	Iteration 40F: 3 clusters Score -1459260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1459265.625000 Penalty: 3108.740234
	Iteration 41Q: 3 clusters Score -1459266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1459265.625000 Penalty: 3108.740234
	Iteration 42Q: 3 clusters Score -1459266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1459270.875000 Penalty: 3108.740234
	Iteration 43Q: 3 clusters Score -1459271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1459268.250000 Penalty: 3108.740234
	Iteration 44Q: 3 clusters Score -1459268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1459268.875000 Penalty: 3108.740234
	Iteration 45Q: 3 clusters Score -1459269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1459271.000000 Penalty: 3108.740234
	Iteration 46Q: 3 clusters Score -1459271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1459275.500000 Penalty: 3108.740234
	Iteration 47Q: 3 clusters Score -1459276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1459279.375000 Penalty: 3108.740234
	Iteration 48Q: 3 clusters Score -1459279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1459277.375000 Penalty: 3108.740234
	Iteration 49Q: 3 clusters Score -1459277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1459275.875000 Penalty: 3108.740234
	Iteration 50Q: 3 clusters Score -1459276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1459275.625000 Penalty: 3108.740234
	Iteration 51Q: 3 clusters Score -1459276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1459279.750000 Penalty: 3108.740234
	Iteration 52Q: 3 clusters Score -1459280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1459277.625000 Penalty: 3108.740234
	Iteration 53Q: 3 clusters Score -1459278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1459281.500000 Penalty: 3108.740234
	Iteration 54Q: 3 clusters Score -1459282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1459280.875000 Penalty: 3108.740234
	Iteration 55Q: 3 clusters Score -1459281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1459284.500000 Penalty: 3108.740234
	Iteration 56Q: 3 clusters Score -1459284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1459285.125000 Penalty: 3108.740234
	Iteration 57Q: 3 clusters Score -1459285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1459286.625000 Penalty: 3108.740234
	Iteration 58Q: 3 clusters Score -1459287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1459285.875000 Penalty: 3108.740234
	Iteration 59Q: 3 clusters Score -1459286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1459286.250000 Penalty: 3108.740234
	Iteration 60F: 3 clusters Score -1459286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1459284.750000 Penalty: 3108.740234
	Iteration 61Q: 3 clusters Score -1459285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1459285.125000 Penalty: 3108.740234
	Iteration 62Q: 3 clusters Score -1459285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1459286.125000 Penalty: 3108.740234
	Iteration 63Q: 3 clusters Score -1459286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1459287.750000 Penalty: 3108.740234
	Iteration 64Q: 3 clusters Score -1459288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1459284.250000 Penalty: 3108.740234
	Iteration 65Q: 3 clusters Score -1459284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1459284.250000 Penalty: 3108.740234
	Iteration 66F: 3 clusters Score -1459284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Entering Unmasked Estep 
Score: -8509214.000000 Penalty: 1836.988892
	Iteration 0F: 2 clusters Score -8509214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -8455109.000000 Penalty: 3673.977783
	Iteration 0F: 3 clusters Score -8455109 nChanged 38563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -8477504.000000 Penalty: 3673.977783
	Iteration 1F: 3 clusters Score -8477504 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -8478097.000000 Penalty: 3673.977783
	Iteration 2Q: 3 clusters Score -8478097 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -8478755.000000 Penalty: 3673.977783
	Iteration 3Q: 3 clusters Score -8478755 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -8479451.000000 Penalty: 3673.977783
	Iteration 4Q: 3 clusters Score -8479451 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8480347.000000 Penalty: 3673.977783
	Iteration 5Q: 3 clusters Score -8480347 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -8481510.000000 Penalty: 3673.977783
	Iteration 6Q: 3 clusters Score -8481510 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -8483174.000000 Penalty: 3673.977783
	Iteration 7Q: 3 clusters Score -8483174 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8485712.000000 Penalty: 3673.977783
	Iteration 8F: 3 clusters Score -8485712 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -8489174.000000 Penalty: 3673.977783
	Iteration 9F: 3 clusters Score -8489174 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -8492934.000000 Penalty: 3673.977783
	Iteration 10F: 3 clusters Score -8492934 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -8496483.000000 Penalty: 3673.977783
	Iteration 11F: 3 clusters Score -8496483 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -8499404.000000 Penalty: 3673.977783
	Iteration 12Q: 3 clusters Score -8499404 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -8501480.000000 Penalty: 3673.977783
	Iteration 13Q: 3 clusters Score -8501480 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -8503125.000000 Penalty: 3673.977783
	Iteration 14Q: 3 clusters Score -8503125 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8504358.000000 Penalty: 3673.977783
	Iteration 15Q: 3 clusters Score -8504358 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -8505350.000000 Penalty: 3673.977783
	Iteration 16Q: 3 clusters Score -8505350 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8506012.000000 Penalty: 3673.977783
	Iteration 17Q: 3 clusters Score -8506012 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8506496.000000 Penalty: 3673.977783
	Iteration 18Q: 3 clusters Score -8506496 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8506853.000000 Penalty: 3673.977783
	Iteration 19Q: 3 clusters Score -8506853 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8507064.000000 Penalty: 3673.977783
	Iteration 20F: 3 clusters Score -8507064 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8507235.000000 Penalty: 3673.977783
	Iteration 21Q: 3 clusters Score -8507235 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8507364.000000 Penalty: 3673.977783
	Iteration 22Q: 3 clusters Score -8507364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8507452.000000 Penalty: 3673.977783
	Iteration 23Q: 3 clusters Score -8507452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8507501.000000 Penalty: 3673.977783
	Iteration 24Q: 3 clusters Score -8507501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8507546.000000 Penalty: 3673.977783
	Iteration 25Q: 3 clusters Score -8507546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8507577.000000 Penalty: 3673.977783
	Iteration 26Q: 3 clusters Score -8507577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8507616.000000 Penalty: 3673.977783
	Iteration 27Q: 3 clusters Score -8507616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8507658.000000 Penalty: 3673.977783
	Iteration 28Q: 3 clusters Score -8507658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8507667.000000 Penalty: 3673.977783
	Iteration 29Q: 3 clusters Score -8507667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8507686.000000 Penalty: 3673.977783
	Iteration 30Q: 3 clusters Score -8507686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8507689.000000 Penalty: 3673.977783
	Iteration 31Q: 3 clusters Score -8507689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8507701.000000 Penalty: 3673.977783
	Iteration 32Q: 3 clusters Score -8507701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8507715.000000 Penalty: 3673.977783
	Iteration 33Q: 3 clusters Score -8507715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8507720.000000 Penalty: 3673.977783
	Iteration 34Q: 3 clusters Score -8507720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8507724.000000 Penalty: 3673.977783
	Iteration 35Q: 3 clusters Score -8507724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8507731.000000 Penalty: 3673.977783
	Iteration 36Q: 3 clusters Score -8507731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8507732.000000 Penalty: 3673.977783
	Iteration 37Q: 3 clusters Score -8507732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8507734.000000 Penalty: 3673.977783
	Iteration 38Q: 3 clusters Score -8507734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8507749.000000 Penalty: 3673.977783
	Iteration 39Q: 3 clusters Score -8507749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8507760.000000 Penalty: 3673.977783
	Iteration 40F: 3 clusters Score -8507760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8507756.000000 Penalty: 3673.977783
	Iteration 41Q: 3 clusters Score -8507756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8507754.000000 Penalty: 3673.977783
	Iteration 42Q: 3 clusters Score -8507754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8507752.000000 Penalty: 3673.977783
	Iteration 43Q: 3 clusters Score -8507752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8507750.000000 Penalty: 3673.977783
	Iteration 44Q: 3 clusters Score -8507750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8507756.000000 Penalty: 3673.977783
	Iteration 45Q: 3 clusters Score -8507756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8507761.000000 Penalty: 3673.977783
	Iteration 46Q: 3 clusters Score -8507761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8507763.000000 Penalty: 3673.977783
	Iteration 47Q: 3 clusters Score -8507763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8507765.000000 Penalty: 3673.977783
	Iteration 48Q: 3 clusters Score -8507765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8507764.000000 Penalty: 3673.977783
	Iteration 49Q: 3 clusters Score -8507764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8507764.000000 Penalty: 3673.977783
	Iteration 50F: 3 clusters Score -8507764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -609096.875000 Penalty: 1425.750366
	Iteration 0F: 2 clusters Score -609096.9 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 3252 members 
Entering Unmasked Estep 
Score: -604224.375000 Penalty: 2851.500732
	Iteration 0F: 3 clusters Score -604224.4 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -605908.812500 Penalty: 2851.500732
	Iteration 1F: 3 clusters Score -605908.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -606499.437500 Penalty: 2851.500732
	Iteration 2F: 3 clusters Score -606499.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -607109.500000 Penalty: 2851.500732
	Iteration 3F: 3 clusters Score -607109.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -607634.437500 Penalty: 2851.500732
	Iteration 4F: 3 clusters Score -607634.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -608038.375000 Penalty: 2851.500732
	Iteration 5F: 3 clusters Score -608038.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -608305.312500 Penalty: 2851.500732
	Iteration 6F: 3 clusters Score -608305.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -608439.312500 Penalty: 2851.500732
	Iteration 7Q: 3 clusters Score -608439.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -608501.937500 Penalty: 2851.500732
	Iteration 8Q: 3 clusters Score -608501.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -608529.500000 Penalty: 2851.500732
	Iteration 9Q: 3 clusters Score -608529.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -608544.375000 Penalty: 2851.500732
	Iteration 10Q: 3 clusters Score -608544.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -608553.812500 Penalty: 2851.500732
	Iteration 11Q: 3 clusters Score -608553.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -608561.375000 Penalty: 2851.500732
	Iteration 12Q: 3 clusters Score -608561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -608566.812500 Penalty: 2851.500732
	Iteration 13Q: 3 clusters Score -608566.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -608572.500000 Penalty: 2851.500732
	Iteration 14Q: 3 clusters Score -608572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -608573.062500 Penalty: 2851.500732
	Iteration 15Q: 3 clusters Score -608573.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -608576.062500 Penalty: 2851.500732
	Iteration 16Q: 3 clusters Score -608576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -608578.937500 Penalty: 2851.500732
	Iteration 17Q: 3 clusters Score -608578.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -608581.312500 Penalty: 2851.500732
	Iteration 18Q: 3 clusters Score -608581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -608583.062500 Penalty: 2851.500732
	Iteration 19Q: 3 clusters Score -608583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -608584.375000 Penalty: 2851.500732
	Iteration 20F: 3 clusters Score -608584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -608584.562500 Penalty: 2851.500732
	Iteration 21Q: 3 clusters Score -608584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -608588.500000 Penalty: 2851.500732
	Iteration 22Q: 3 clusters Score -608588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -608589.500000 Penalty: 2851.500732
	Iteration 23Q: 3 clusters Score -608589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -608593.937500 Penalty: 2851.500732
	Iteration 24Q: 3 clusters Score -608593.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -608594.687500 Penalty: 2851.500732
	Iteration 25Q: 3 clusters Score -608594.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -608597.937500 Penalty: 2851.500732
	Iteration 26Q: 3 clusters Score -608597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -608600.125000 Penalty: 2851.500732
	Iteration 27Q: 3 clusters Score -608600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -608600.500000 Penalty: 2851.500732
	Iteration 28Q: 3 clusters Score -608600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -608600.125000 Penalty: 2851.500732
	Iteration 29Q: 3 clusters Score -608600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -608602.062500 Penalty: 2851.500732
	Iteration 30Q: 3 clusters Score -608602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -608603.875000 Penalty: 2851.500732
	Iteration 31Q: 3 clusters Score -608603.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -608604.250000 Penalty: 2851.500732
	Iteration 32Q: 3 clusters Score -608604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -608606.687500 Penalty: 2851.500732
	Iteration 33Q: 3 clusters Score -608606.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -608607.437500 Penalty: 2851.500732
	Iteration 34Q: 3 clusters Score -608607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -608609.562500 Penalty: 2851.500732
	Iteration 35Q: 3 clusters Score -608609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -608612.000000 Penalty: 2851.500732
	Iteration 36Q: 3 clusters Score -608612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -608612.812500 Penalty: 2851.500732
	Iteration 37Q: 3 clusters Score -608612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -608614.000000 Penalty: 2851.500732
	Iteration 38Q: 3 clusters Score -608614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -608616.000000 Penalty: 2851.500732
	Iteration 39Q: 3 clusters Score -608616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -608617.187500 Penalty: 2851.500732
	Iteration 40F: 3 clusters Score -608617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -608618.625000 Penalty: 2851.500732
	Iteration 41Q: 3 clusters Score -608618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -608618.187500 Penalty: 2851.500732
	Iteration 42Q: 3 clusters Score -608618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -608619.562500 Penalty: 2851.500732
	Iteration 43Q: 3 clusters Score -608619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -608619.750000 Penalty: 2851.500732
	Iteration 44Q: 3 clusters Score -608619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -608621.062500 Penalty: 2851.500732
	Iteration 45Q: 3 clusters Score -608621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -608621.625000 Penalty: 2851.500732
	Iteration 46Q: 3 clusters Score -608621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -608621.250000 Penalty: 2851.500732
	Iteration 47Q: 3 clusters Score -608621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -608622.812500 Penalty: 2851.500732
	Iteration 48Q: 3 clusters Score -608622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -608622.187500 Penalty: 2851.500732
	Iteration 49Q: 3 clusters Score -608622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -608622.125000 Penalty: 2851.500732
	Iteration 50Q: 3 clusters Score -608622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -608622.125000 Penalty: 2851.500732
	Iteration 51F: 3 clusters Score -608622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Entering Unmasked Estep 
Score: -7352902.000000 Penalty: 1813.275635
	Iteration 0F: 2 clusters Score -7352902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -7305762.500000 Penalty: 3626.551270
	Iteration 0F: 3 clusters Score -7305762 nChanged 33346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -7325492.000000 Penalty: 3626.551270
	Iteration 1F: 3 clusters Score -7325492 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -7326648.000000 Penalty: 3626.551270
	Iteration 2Q: 3 clusters Score -7326648 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7328005.000000 Penalty: 3626.551270
	Iteration 3Q: 3 clusters Score -7328005 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7329736.500000 Penalty: 3626.551270
	Iteration 4F: 3 clusters Score -7329736 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -7331973.000000 Penalty: 3626.551270
	Iteration 5F: 3 clusters Score -7331973 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -7334730.000000 Penalty: 3626.551270
	Iteration 6F: 3 clusters Score -7334730 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -7337466.000000 Penalty: 3626.551270
	Iteration 7F: 3 clusters Score -7337466 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -7339866.500000 Penalty: 3626.551270
	Iteration 8F: 3 clusters Score -7339866 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -7341536.500000 Penalty: 3626.551270
	Iteration 9Q: 3 clusters Score -7341536 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -7342413.000000 Penalty: 3626.551270
	Iteration 10Q: 3 clusters Score -7342413 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -7342896.500000 Penalty: 3626.551270
	Iteration 11Q: 3 clusters Score -7342896 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -7343237.000000 Penalty: 3626.551270
	Iteration 12Q: 3 clusters Score -7343237 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7343423.500000 Penalty: 3626.551270
	Iteration 13Q: 3 clusters Score -7343424 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -7343615.500000 Penalty: 3626.551270
	Iteration 14Q: 3 clusters Score -7343616 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -7343746.500000 Penalty: 3626.551270
	Iteration 15Q: 3 clusters Score -7343746 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -7343829.000000 Penalty: 3626.551270
	Iteration 16Q: 3 clusters Score -7343829 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -7343956.000000 Penalty: 3626.551270
	Iteration 17Q: 3 clusters Score -7343956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -7344054.000000 Penalty: 3626.551270
	Iteration 18Q: 3 clusters Score -7344054 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -7344120.000000 Penalty: 3626.551270
	Iteration 19Q: 3 clusters Score -7344120 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -7344201.500000 Penalty: 3626.551270
	Iteration 20F: 3 clusters Score -7344202 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -7344267.000000 Penalty: 3626.551270
	Iteration 21Q: 3 clusters Score -7344267 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -7344343.000000 Penalty: 3626.551270
	Iteration 22Q: 3 clusters Score -7344343 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -7344409.000000 Penalty: 3626.551270
	Iteration 23Q: 3 clusters Score -7344409 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -7344483.500000 Penalty: 3626.551270
	Iteration 24Q: 3 clusters Score -7344484 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7344538.000000 Penalty: 3626.551270
	Iteration 25Q: 3 clusters Score -7344538 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -7344570.000000 Penalty: 3626.551270
	Iteration 26Q: 3 clusters Score -7344570 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -7344608.500000 Penalty: 3626.551270
	Iteration 27Q: 3 clusters Score -7344608 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -7344660.000000 Penalty: 3626.551270
	Iteration 28Q: 3 clusters Score -7344660 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -7344720.000000 Penalty: 3626.551270
	Iteration 29Q: 3 clusters Score -7344720 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -7344756.000000 Penalty: 3626.551270
	Iteration 30Q: 3 clusters Score -7344756 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -7344834.000000 Penalty: 3626.551270
	Iteration 31Q: 3 clusters Score -7344834 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -7344897.500000 Penalty: 3626.551270
	Iteration 32Q: 3 clusters Score -7344898 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -7344982.000000 Penalty: 3626.551270
	Iteration 33Q: 3 clusters Score -7344982 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -7345071.500000 Penalty: 3626.551270
	Iteration 34Q: 3 clusters Score -7345072 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -7345224.500000 Penalty: 3626.551270
	Iteration 35Q: 3 clusters Score -7345224 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -7345320.500000 Penalty: 3626.551270
	Iteration 36Q: 3 clusters Score -7345320 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -7345417.500000 Penalty: 3626.551270
	Iteration 37Q: 3 clusters Score -7345418 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -7345560.500000 Penalty: 3626.551270
	Iteration 38Q: 3 clusters Score -7345560 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -7345698.000000 Penalty: 3626.551270
	Iteration 39Q: 3 clusters Score -7345698 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -7345871.500000 Penalty: 3626.551270
	Iteration 40F: 3 clusters Score -7345872 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -7346076.000000 Penalty: 3626.551270
	Iteration 41Q: 3 clusters Score -7346076 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -7346310.000000 Penalty: 3626.551270
	Iteration 42Q: 3 clusters Score -7346310 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7346575.000000 Penalty: 3626.551270
	Iteration 43Q: 3 clusters Score -7346575 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -7346847.000000 Penalty: 3626.551270
	Iteration 44Q: 3 clusters Score -7346847 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -7347110.500000 Penalty: 3626.551270
	Iteration 45Q: 3 clusters Score -7347110 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -7347410.500000 Penalty: 3626.551270
	Iteration 46Q: 3 clusters Score -7347410 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -7347777.500000 Penalty: 3626.551270
	Iteration 47Q: 3 clusters Score -7347778 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -7348101.500000 Penalty: 3626.551270
	Iteration 48Q: 3 clusters Score -7348102 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -7348474.500000 Penalty: 3626.551270
	Iteration 49Q: 3 clusters Score -7348474 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7348852.000000 Penalty: 3626.551270
	Iteration 50Q: 3 clusters Score -7348852 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -7349176.000000 Penalty: 3626.551270
	Iteration 51Q: 3 clusters Score -7349176 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7349474.000000 Penalty: 3626.551270
	Iteration 52Q: 3 clusters Score -7349474 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -7349773.000000 Penalty: 3626.551270
	Iteration 53Q: 3 clusters Score -7349773 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7350053.500000 Penalty: 3626.551270
	Iteration 54Q: 3 clusters Score -7350054 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7350296.000000 Penalty: 3626.551270
	Iteration 55Q: 3 clusters Score -7350296 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7350529.500000 Penalty: 3626.551270
	Iteration 56Q: 3 clusters Score -7350530 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7350701.500000 Penalty: 3626.551270
	Iteration 57Q: 3 clusters Score -7350702 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7350833.000000 Penalty: 3626.551270
	Iteration 58Q: 3 clusters Score -7350833 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7350953.000000 Penalty: 3626.551270
	Iteration 59Q: 3 clusters Score -7350953 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7351041.500000 Penalty: 3626.551270
	Iteration 60F: 3 clusters Score -7351042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7351116.500000 Penalty: 3626.551270
	Iteration 61Q: 3 clusters Score -7351116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7351154.000000 Penalty: 3626.551270
	Iteration 62Q: 3 clusters Score -7351154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7351211.000000 Penalty: 3626.551270
	Iteration 63Q: 3 clusters Score -7351211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7351258.500000 Penalty: 3626.551270
	Iteration 64Q: 3 clusters Score -7351258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7351303.000000 Penalty: 3626.551270
	Iteration 65Q: 3 clusters Score -7351303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7351329.500000 Penalty: 3626.551270
	Iteration 66Q: 3 clusters Score -7351330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7351345.500000 Penalty: 3626.551270
	Iteration 67Q: 3 clusters Score -7351346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7351373.500000 Penalty: 3626.551270
	Iteration 68Q: 3 clusters Score -7351374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7351376.000000 Penalty: 3626.551270
	Iteration 69Q: 3 clusters Score -7351376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7351415.500000 Penalty: 3626.551270
	Iteration 70Q: 3 clusters Score -7351416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7351415.500000 Penalty: 3626.551270
	Iteration 71Q: 3 clusters Score -7351416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7351433.000000 Penalty: 3626.551270
	Iteration 72Q: 3 clusters Score -7351433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7351442.000000 Penalty: 3626.551270
	Iteration 73Q: 3 clusters Score -7351442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7351450.500000 Penalty: 3626.551270
	Iteration 74Q: 3 clusters Score -7351450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7351455.500000 Penalty: 3626.551270
	Iteration 75Q: 3 clusters Score -7351456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7351456.500000 Penalty: 3626.551270
	Iteration 76Q: 3 clusters Score -7351456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7351464.500000 Penalty: 3626.551270
	Iteration 77Q: 3 clusters Score -7351464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7351460.000000 Penalty: 3626.551270
	Iteration 78Q: 3 clusters Score -7351460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7351469.000000 Penalty: 3626.551270
	Iteration 79Q: 3 clusters Score -7351469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7351480.000000 Penalty: 3626.551270
	Iteration 80F: 3 clusters Score -7351480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7351485.500000 Penalty: 3626.551270
	Iteration 81Q: 3 clusters Score -7351486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7351483.500000 Penalty: 3626.551270
	Iteration 82Q: 3 clusters Score -7351484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7351491.500000 Penalty: 3626.551270
	Iteration 83Q: 3 clusters Score -7351492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7351489.000000 Penalty: 3626.551270
	Iteration 84Q: 3 clusters Score -7351489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7351494.000000 Penalty: 3626.551270
	Iteration 85Q: 3 clusters Score -7351494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7351485.000000 Penalty: 3626.551270
	Iteration 86Q: 3 clusters Score -7351485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7351489.500000 Penalty: 3626.551270
	Iteration 87Q: 3 clusters Score -7351490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7351494.000000 Penalty: 3626.551270
	Iteration 88Q: 3 clusters Score -7351494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7351492.500000 Penalty: 3626.551270
	Iteration 89Q: 3 clusters Score -7351492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7351492.500000 Penalty: 3626.551270
	Iteration 90F: 3 clusters Score -7351492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Entering Unmasked Estep 
Score: -2853414.250000 Penalty: 1660.811157
	Iteration 0F: 2 clusters Score -2853414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2834844.500000 Penalty: 3321.622314
	Iteration 0F: 3 clusters Score -2834844 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2841854.250000 Penalty: 3321.622314
	Iteration 1F: 3 clusters Score -2841854 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2842340.000000 Penalty: 3321.622314
	Iteration 2Q: 3 clusters Score -2842340 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2842902.500000 Penalty: 3321.622314
	Iteration 3Q: 3 clusters Score -2842902 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2843596.000000 Penalty: 3321.622314
	Iteration 4F: 3 clusters Score -2843596 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2844535.500000 Penalty: 3321.622314
	Iteration 5F: 3 clusters Score -2844536 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2845751.500000 Penalty: 3321.622314
	Iteration 6F: 3 clusters Score -2845752 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2847175.500000 Penalty: 3321.622314
	Iteration 7F: 3 clusters Score -2847176 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2848604.250000 Penalty: 3321.622314
	Iteration 8F: 3 clusters Score -2848604 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2849743.000000 Penalty: 3321.622314
	Iteration 9Q: 3 clusters Score -2849743 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2850471.750000 Penalty: 3321.622314
	Iteration 10Q: 3 clusters Score -2850472 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2850920.750000 Penalty: 3321.622314
	Iteration 11Q: 3 clusters Score -2850921 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2851202.000000 Penalty: 3321.622314
	Iteration 12Q: 3 clusters Score -2851202 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2851373.000000 Penalty: 3321.622314
	Iteration 13Q: 3 clusters Score -2851373 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2851499.000000 Penalty: 3321.622314
	Iteration 14Q: 3 clusters Score -2851499 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2851611.750000 Penalty: 3321.622314
	Iteration 15Q: 3 clusters Score -2851612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2851684.500000 Penalty: 3321.622314
	Iteration 16Q: 3 clusters Score -2851684 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2851742.250000 Penalty: 3321.622314
	Iteration 17Q: 3 clusters Score -2851742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2851768.500000 Penalty: 3321.622314
	Iteration 18Q: 3 clusters Score -2851768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2851804.250000 Penalty: 3321.622314
	Iteration 19Q: 3 clusters Score -2851804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2851834.250000 Penalty: 3321.622314
	Iteration 20F: 3 clusters Score -2851834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2851857.250000 Penalty: 3321.622314
	Iteration 21Q: 3 clusters Score -2851857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2851877.500000 Penalty: 3321.622314
	Iteration 22Q: 3 clusters Score -2851878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2851885.000000 Penalty: 3321.622314
	Iteration 23Q: 3 clusters Score -2851885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2851902.500000 Penalty: 3321.622314
	Iteration 24Q: 3 clusters Score -2851902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2851914.000000 Penalty: 3321.622314
	Iteration 25Q: 3 clusters Score -2851914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -2851939.500000 Penalty: 3321.622314
	Iteration 26Q: 3 clusters Score -2851940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2851969.500000 Penalty: 3321.622314
	Iteration 27Q: 3 clusters Score -2851970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2851989.750000 Penalty: 3321.622314
	Iteration 28Q: 3 clusters Score -2851990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2852010.000000 Penalty: 3321.622314
	Iteration 29Q: 3 clusters Score -2852010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -2852016.750000 Penalty: 3321.622314
	Iteration 30Q: 3 clusters Score -2852017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2852033.500000 Penalty: 3321.622314
	Iteration 31Q: 3 clusters Score -2852034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2852055.500000 Penalty: 3321.622314
	Iteration 32Q: 3 clusters Score -2852056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2852059.000000 Penalty: 3321.622314
	Iteration 33Q: 3 clusters Score -2852059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2852072.500000 Penalty: 3321.622314
	Iteration 34Q: 3 clusters Score -2852072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -2852093.000000 Penalty: 3321.622314
	Iteration 35Q: 3 clusters Score -2852093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -2852113.750000 Penalty: 3321.622314
	Iteration 36Q: 3 clusters Score -2852114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2852151.750000 Penalty: 3321.622314
	Iteration 37Q: 3 clusters Score -2852152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2852186.250000 Penalty: 3321.622314
	Iteration 38Q: 3 clusters Score -2852186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2852227.000000 Penalty: 3321.622314
	Iteration 39Q: 3 clusters Score -2852227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -2852262.000000 Penalty: 3321.622314
	Iteration 40F: 3 clusters Score -2852262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2852283.500000 Penalty: 3321.622314
	Iteration 41Q: 3 clusters Score -2852284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2852319.750000 Penalty: 3321.622314
	Iteration 42Q: 3 clusters Score -2852320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2852352.750000 Penalty: 3321.622314
	Iteration 43Q: 3 clusters Score -2852353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2852385.750000 Penalty: 3321.622314
	Iteration 44Q: 3 clusters Score -2852386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2852406.500000 Penalty: 3321.622314
	Iteration 45Q: 3 clusters Score -2852406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2852433.250000 Penalty: 3321.622314
	Iteration 46Q: 3 clusters Score -2852433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2852445.750000 Penalty: 3321.622314
	Iteration 47Q: 3 clusters Score -2852446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -2852472.500000 Penalty: 3321.622314
	Iteration 48Q: 3 clusters Score -2852472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2852484.500000 Penalty: 3321.622314
	Iteration 49Q: 3 clusters Score -2852484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2852498.500000 Penalty: 3321.622314
	Iteration 50Q: 3 clusters Score -2852498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2852505.000000 Penalty: 3321.622314
	Iteration 51Q: 3 clusters Score -2852505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -2852511.000000 Penalty: 3321.622314
	Iteration 52Q: 3 clusters Score -2852511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2852513.000000 Penalty: 3321.622314
	Iteration 53Q: 3 clusters Score -2852513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -2852514.000000 Penalty: 3321.622314
	Iteration 54Q: 3 clusters Score -2852514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2852516.500000 Penalty: 3321.622314
	Iteration 55Q: 3 clusters Score -2852516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2852518.250000 Penalty: 3321.622314
	Iteration 56Q: 3 clusters Score -2852518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2852522.250000 Penalty: 3321.622314
	Iteration 57Q: 3 clusters Score -2852522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -2852517.750000 Penalty: 3321.622314
	Iteration 58Q: 3 clusters Score -2852518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2852521.000000 Penalty: 3321.622314
	Iteration 59Q: 3 clusters Score -2852521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2852526.750000 Penalty: 3321.622314
	Iteration 60F: 3 clusters Score -2852527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2852530.250000 Penalty: 3321.622314
	Iteration 61Q: 3 clusters Score -2852530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2852532.250000 Penalty: 3321.622314
	Iteration 62Q: 3 clusters Score -2852532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2852533.250000 Penalty: 3321.622314
	Iteration 63Q: 3 clusters Score -2852533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2852535.000000 Penalty: 3321.622314
	Iteration 64Q: 3 clusters Score -2852535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2852539.750000 Penalty: 3321.622314
	Iteration 65Q: 3 clusters Score -2852540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2852539.500000 Penalty: 3321.622314
	Iteration 66Q: 3 clusters Score -2852540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2852538.250000 Penalty: 3321.622314
	Iteration 67Q: 3 clusters Score -2852538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2852538.750000 Penalty: 3321.622314
	Iteration 68Q: 3 clusters Score -2852539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2852542.750000 Penalty: 3321.622314
	Iteration 69Q: 3 clusters Score -2852543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2852543.500000 Penalty: 3321.622314
	Iteration 70Q: 3 clusters Score -2852544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2852543.000000 Penalty: 3321.622314
	Iteration 71Q: 3 clusters Score -2852543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2852543.000000 Penalty: 3321.622314
	Iteration 72F: 3 clusters Score -2852543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -335792.562500 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -335792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -332842.437500 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -332842.4 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -333784.343750 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -333784.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -334015.750000 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -334015.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -334192.281250 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -334192.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -334363.437500 Penalty: 2652.446777
	Iteration 4F: 3 clusters Score -334363.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -334513.125000 Penalty: 2652.446777
	Iteration 5Q: 3 clusters Score -334513.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -334680.968750 Penalty: 2652.446777
	Iteration 6F: 3 clusters Score -334681 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -334822.031250 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -334822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -334918.562500 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -334918.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -334977.125000 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -334977.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -335015.531250 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -335015.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -335042.500000 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -335042.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -335061.250000 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -335061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -335080.750000 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -335080.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -335087.593750 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -335087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -335090.375000 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -335090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -335092.218750 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -335092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -335093.375000 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -335093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -335094.312500 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -335094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -335094.937500 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -335094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -335094.937500 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -335094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -523024.093750 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -523024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -518879.375000 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -518879.4 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -520192.031250 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -520192 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -520534.281250 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -520534.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -520857.156250 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -520857.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -521087.031250 Penalty: 2787.515381
	Iteration 4F: 3 clusters Score -521087 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -521295.093750 Penalty: 2787.515381
	Iteration 5F: 3 clusters Score -521295.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -521448.218750 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -521448.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -521559.812500 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -521559.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -521661.562500 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -521661.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -521726.468750 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -521726.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -521787.593750 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -521787.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -521853.156250 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -521853.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -521914.343750 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -521914.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -521987.312500 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -521987.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -522070.843750 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -522070.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -522146.125000 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -522146.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -522209.125000 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -522209.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -522243.406250 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -522243.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -522265.687500 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -522265.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -522282.906250 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -522282.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -522298.156250 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -522298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -522306.062500 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -522306.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -522311.437500 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -522311.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -522317.531250 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -522317.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -522323.968750 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -522324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -522330.656250 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -522330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -522332.781250 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -522332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -522339.281250 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -522339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -522343.312500 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -522343.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -522350.437500 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -522350.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -522358.437500 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -522358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -522371.906250 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -522371.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -522387.531250 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -522387.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -522395.687500 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -522395.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -522400.687500 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -522400.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -522402.375000 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -522402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -522403.187500 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -522403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -522404.375000 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -522404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -522405.000000 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -522405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -522404.718750 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -522404.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -522404.718750 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -522404.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -945734.437500 Penalty: 1480.010010
	Iteration 0F: 2 clusters Score -945734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -939255.500000 Penalty: 2960.020020
	Iteration 0F: 3 clusters Score -939255.5 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -941200.625000 Penalty: 2960.020020
	Iteration 1F: 3 clusters Score -941200.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -941504.875000 Penalty: 2960.020020
	Iteration 2F: 3 clusters Score -941504.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -941770.812500 Penalty: 2960.020020
	Iteration 3F: 3 clusters Score -941770.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -942036.375000 Penalty: 2960.020020
	Iteration 4F: 3 clusters Score -942036.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -942344.687500 Penalty: 2960.020020
	Iteration 5F: 3 clusters Score -942344.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -942692.625000 Penalty: 2960.020020
	Iteration 6F: 3 clusters Score -942692.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -943095.750000 Penalty: 2960.020020
	Iteration 7F: 3 clusters Score -943095.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -943494.750000 Penalty: 2960.020020
	Iteration 8F: 3 clusters Score -943494.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -943838.937500 Penalty: 2960.020020
	Iteration 9Q: 3 clusters Score -943838.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -944085.937500 Penalty: 2960.020020
	Iteration 10Q: 3 clusters Score -944085.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -944238.562500 Penalty: 2960.020020
	Iteration 11Q: 3 clusters Score -944238.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -944309.500000 Penalty: 2960.020020
	Iteration 12Q: 3 clusters Score -944309.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -944376.187500 Penalty: 2960.020020
	Iteration 13Q: 3 clusters Score -944376.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -944417.875000 Penalty: 2960.020020
	Iteration 14Q: 3 clusters Score -944417.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -944450.125000 Penalty: 2960.020020
	Iteration 15Q: 3 clusters Score -944450.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -944469.625000 Penalty: 2960.020020
	Iteration 16Q: 3 clusters Score -944469.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -944481.562500 Penalty: 2960.020020
	Iteration 17Q: 3 clusters Score -944481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -944492.437500 Penalty: 2960.020020
	Iteration 18Q: 3 clusters Score -944492.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -944498.625000 Penalty: 2960.020020
	Iteration 19Q: 3 clusters Score -944498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -944507.937500 Penalty: 2960.020020
	Iteration 20F: 3 clusters Score -944507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -944519.250000 Penalty: 2960.020020
	Iteration 21Q: 3 clusters Score -944519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -944524.625000 Penalty: 2960.020020
	Iteration 22Q: 3 clusters Score -944524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -944530.312500 Penalty: 2960.020020
	Iteration 23Q: 3 clusters Score -944530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -944533.687500 Penalty: 2960.020020
	Iteration 24Q: 3 clusters Score -944533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -944536.312500 Penalty: 2960.020020
	Iteration 25Q: 3 clusters Score -944536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -944536.312500 Penalty: 2960.020020
	Iteration 26F: 3 clusters Score -944536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Entering Unmasked Estep 
Score: -3166633.750000 Penalty: 1681.359375
	Iteration 0F: 2 clusters Score -3166634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3145714.000000 Penalty: 3362.718750
	Iteration 0F: 3 clusters Score -3145714 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3154154.250000 Penalty: 3362.718750
	Iteration 1F: 3 clusters Score -3154154 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3154885.250000 Penalty: 3362.718750
	Iteration 2F: 3 clusters Score -3154885 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3155815.000000 Penalty: 3362.718750
	Iteration 3F: 3 clusters Score -3155815 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3156944.250000 Penalty: 3362.718750
	Iteration 4F: 3 clusters Score -3156944 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3158213.000000 Penalty: 3362.718750
	Iteration 5F: 3 clusters Score -3158213 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3159350.500000 Penalty: 3362.718750
	Iteration 6F: 3 clusters Score -3159350 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3160250.500000 Penalty: 3362.718750
	Iteration 7F: 3 clusters Score -3160250 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3160950.000000 Penalty: 3362.718750
	Iteration 8Q: 3 clusters Score -3160950 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3161444.000000 Penalty: 3362.718750
	Iteration 9Q: 3 clusters Score -3161444 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3161797.000000 Penalty: 3362.718750
	Iteration 10Q: 3 clusters Score -3161797 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3162023.250000 Penalty: 3362.718750
	Iteration 11Q: 3 clusters Score -3162023 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3162236.250000 Penalty: 3362.718750
	Iteration 12Q: 3 clusters Score -3162236 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3162428.750000 Penalty: 3362.718750
	Iteration 13Q: 3 clusters Score -3162429 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3162653.750000 Penalty: 3362.718750
	Iteration 14Q: 3 clusters Score -3162654 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3162896.000000 Penalty: 3362.718750
	Iteration 15Q: 3 clusters Score -3162896 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3163210.750000 Penalty: 3362.718750
	Iteration 16Q: 3 clusters Score -3163211 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3163588.000000 Penalty: 3362.718750
	Iteration 17Q: 3 clusters Score -3163588 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3163991.250000 Penalty: 3362.718750
	Iteration 18Q: 3 clusters Score -3163991 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3164311.750000 Penalty: 3362.718750
	Iteration 19Q: 3 clusters Score -3164312 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3164562.250000 Penalty: 3362.718750
	Iteration 20F: 3 clusters Score -3164562 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3164763.750000 Penalty: 3362.718750
	Iteration 21Q: 3 clusters Score -3164764 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3164907.500000 Penalty: 3362.718750
	Iteration 22Q: 3 clusters Score -3164908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3164997.750000 Penalty: 3362.718750
	Iteration 23Q: 3 clusters Score -3164998 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3165065.250000 Penalty: 3362.718750
	Iteration 24Q: 3 clusters Score -3165065 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3165118.750000 Penalty: 3362.718750
	Iteration 25Q: 3 clusters Score -3165119 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3165167.000000 Penalty: 3362.718750
	Iteration 26Q: 3 clusters Score -3165167 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3165209.500000 Penalty: 3362.718750
	Iteration 27Q: 3 clusters Score -3165210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3165239.500000 Penalty: 3362.718750
	Iteration 28Q: 3 clusters Score -3165240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3165277.250000 Penalty: 3362.718750
	Iteration 29Q: 3 clusters Score -3165277 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3165306.000000 Penalty: 3362.718750
	Iteration 30Q: 3 clusters Score -3165306 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3165339.750000 Penalty: 3362.718750
	Iteration 31Q: 3 clusters Score -3165340 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3165369.500000 Penalty: 3362.718750
	Iteration 32Q: 3 clusters Score -3165370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3165387.750000 Penalty: 3362.718750
	Iteration 33Q: 3 clusters Score -3165388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3165434.000000 Penalty: 3362.718750
	Iteration 34Q: 3 clusters Score -3165434 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3165446.750000 Penalty: 3362.718750
	Iteration 35Q: 3 clusters Score -3165447 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3165471.250000 Penalty: 3362.718750
	Iteration 36Q: 3 clusters Score -3165471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3165488.750000 Penalty: 3362.718750
	Iteration 37Q: 3 clusters Score -3165489 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3165508.500000 Penalty: 3362.718750
	Iteration 38Q: 3 clusters Score -3165508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3165533.750000 Penalty: 3362.718750
	Iteration 39Q: 3 clusters Score -3165534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3165542.500000 Penalty: 3362.718750
	Iteration 40F: 3 clusters Score -3165542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3165552.500000 Penalty: 3362.718750
	Iteration 41Q: 3 clusters Score -3165552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3165554.500000 Penalty: 3362.718750
	Iteration 42Q: 3 clusters Score -3165554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3165558.000000 Penalty: 3362.718750
	Iteration 43Q: 3 clusters Score -3165558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3165573.000000 Penalty: 3362.718750
	Iteration 44Q: 3 clusters Score -3165573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3165585.750000 Penalty: 3362.718750
	Iteration 45Q: 3 clusters Score -3165586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3165589.000000 Penalty: 3362.718750
	Iteration 46Q: 3 clusters Score -3165589 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3165599.500000 Penalty: 3362.718750
	Iteration 47Q: 3 clusters Score -3165600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3165608.000000 Penalty: 3362.718750
	Iteration 48Q: 3 clusters Score -3165608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3165613.000000 Penalty: 3362.718750
	Iteration 49Q: 3 clusters Score -3165613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3165621.000000 Penalty: 3362.718750
	Iteration 50Q: 3 clusters Score -3165621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3165634.500000 Penalty: 3362.718750
	Iteration 51Q: 3 clusters Score -3165634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3165637.500000 Penalty: 3362.718750
	Iteration 52Q: 3 clusters Score -3165638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3165649.000000 Penalty: 3362.718750
	Iteration 53Q: 3 clusters Score -3165649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3165646.250000 Penalty: 3362.718750
	Iteration 54Q: 3 clusters Score -3165646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3165647.500000 Penalty: 3362.718750
	Iteration 55Q: 3 clusters Score -3165648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3165652.000000 Penalty: 3362.718750
	Iteration 56Q: 3 clusters Score -3165652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3165663.250000 Penalty: 3362.718750
	Iteration 57Q: 3 clusters Score -3165663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3165670.750000 Penalty: 3362.718750
	Iteration 58Q: 3 clusters Score -3165671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3165671.750000 Penalty: 3362.718750
	Iteration 59Q: 3 clusters Score -3165672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3165675.250000 Penalty: 3362.718750
	Iteration 60F: 3 clusters Score -3165675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3165675.000000 Penalty: 3362.718750
	Iteration 61Q: 3 clusters Score -3165675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3165675.500000 Penalty: 3362.718750
	Iteration 62Q: 3 clusters Score -3165676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3165680.000000 Penalty: 3362.718750
	Iteration 63Q: 3 clusters Score -3165680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3165689.500000 Penalty: 3362.718750
	Iteration 64Q: 3 clusters Score -3165690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3165704.000000 Penalty: 3362.718750
	Iteration 65Q: 3 clusters Score -3165704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3165721.750000 Penalty: 3362.718750
	Iteration 66Q: 3 clusters Score -3165722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3165725.500000 Penalty: 3362.718750
	Iteration 67Q: 3 clusters Score -3165726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -3165732.500000 Penalty: 3362.718750
	Iteration 68Q: 3 clusters Score -3165732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3165734.750000 Penalty: 3362.718750
	Iteration 69Q: 3 clusters Score -3165735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3165729.250000 Penalty: 3362.718750
	Iteration 70Q: 3 clusters Score -3165729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3165738.500000 Penalty: 3362.718750
	Iteration 71Q: 3 clusters Score -3165738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3165744.250000 Penalty: 3362.718750
	Iteration 72Q: 3 clusters Score -3165744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3165745.250000 Penalty: 3362.718750
	Iteration 73Q: 3 clusters Score -3165745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3165754.500000 Penalty: 3362.718750
	Iteration 74Q: 3 clusters Score -3165754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3165766.500000 Penalty: 3362.718750
	Iteration 75Q: 3 clusters Score -3165766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3165771.000000 Penalty: 3362.718750
	Iteration 76Q: 3 clusters Score -3165771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3165769.500000 Penalty: 3362.718750
	Iteration 77Q: 3 clusters Score -3165770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3165767.750000 Penalty: 3362.718750
	Iteration 78Q: 3 clusters Score -3165768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3165780.250000 Penalty: 3362.718750
	Iteration 79Q: 3 clusters Score -3165780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3165782.250000 Penalty: 3362.718750
	Iteration 80F: 3 clusters Score -3165782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3165783.750000 Penalty: 3362.718750
	Iteration 81Q: 3 clusters Score -3165784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3165784.000000 Penalty: 3362.718750
	Iteration 82Q: 3 clusters Score -3165784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3165783.000000 Penalty: 3362.718750
	Iteration 83Q: 3 clusters Score -3165783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3165786.750000 Penalty: 3362.718750
	Iteration 84Q: 3 clusters Score -3165787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3165796.000000 Penalty: 3362.718750
	Iteration 85Q: 3 clusters Score -3165796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3165797.750000 Penalty: 3362.718750
	Iteration 86Q: 3 clusters Score -3165798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3165793.500000 Penalty: 3362.718750
	Iteration 87Q: 3 clusters Score -3165794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3165800.250000 Penalty: 3362.718750
	Iteration 88Q: 3 clusters Score -3165800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3165800.000000 Penalty: 3362.718750
	Iteration 89Q: 3 clusters Score -3165800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3165795.750000 Penalty: 3362.718750
	Iteration 90Q: 3 clusters Score -3165796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3165806.250000 Penalty: 3362.718750
	Iteration 91Q: 3 clusters Score -3165806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3165805.750000 Penalty: 3362.718750
	Iteration 92Q: 3 clusters Score -3165806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3165810.000000 Penalty: 3362.718750
	Iteration 93Q: 3 clusters Score -3165810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3165807.250000 Penalty: 3362.718750
	Iteration 94Q: 3 clusters Score -3165807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3165809.500000 Penalty: 3362.718750
	Iteration 95Q: 3 clusters Score -3165810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3165815.750000 Penalty: 3362.718750
	Iteration 96Q: 3 clusters Score -3165816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3165806.000000 Penalty: 3362.718750
	Iteration 97Q: 3 clusters Score -3165806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3165801.500000 Penalty: 3362.718750
	Iteration 98Q: 3 clusters Score -3165802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3165805.000000 Penalty: 3362.718750
	Iteration 99Q: 3 clusters Score -3165805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3165804.500000 Penalty: 3362.718750
	Iteration 100F: 3 clusters Score -3165804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3165805.500000 Penalty: 3362.718750
	Iteration 101Q: 3 clusters Score -3165806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3165804.500000 Penalty: 3362.718750
	Iteration 102Q: 3 clusters Score -3165804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3165802.000000 Penalty: 3362.718750
	Iteration 103Q: 3 clusters Score -3165802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3165805.250000 Penalty: 3362.718750
	Iteration 104Q: 3 clusters Score -3165805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3165807.000000 Penalty: 3362.718750
	Iteration 105Q: 3 clusters Score -3165807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3165804.750000 Penalty: 3362.718750
	Iteration 106Q: 3 clusters Score -3165805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3165815.000000 Penalty: 3362.718750
	Iteration 107Q: 3 clusters Score -3165815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3165821.750000 Penalty: 3362.718750
	Iteration 108Q: 3 clusters Score -3165822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3165819.250000 Penalty: 3362.718750
	Iteration 109Q: 3 clusters Score -3165819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3165817.500000 Penalty: 3362.718750
	Iteration 110Q: 3 clusters Score -3165818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -3165815.250000 Penalty: 3362.718750
	Iteration 111Q: 3 clusters Score -3165815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3165815.250000 Penalty: 3362.718750
	Iteration 112Q: 3 clusters Score -3165815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3165815.500000 Penalty: 3362.718750
	Iteration 113Q: 3 clusters Score -3165816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3165820.000000 Penalty: 3362.718750
	Iteration 114Q: 3 clusters Score -3165820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3165823.250000 Penalty: 3362.718750
	Iteration 115Q: 3 clusters Score -3165823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3165821.750000 Penalty: 3362.718750
	Iteration 116Q: 3 clusters Score -3165822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3165820.500000 Penalty: 3362.718750
	Iteration 117Q: 3 clusters Score -3165820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3165822.500000 Penalty: 3362.718750
	Iteration 118Q: 3 clusters Score -3165822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3165823.000000 Penalty: 3362.718750
	Iteration 119Q: 3 clusters Score -3165823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3165821.750000 Penalty: 3362.718750
	Iteration 120F: 3 clusters Score -3165822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3165824.000000 Penalty: 3362.718750
	Iteration 121Q: 3 clusters Score -3165824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3165826.250000 Penalty: 3362.718750
	Iteration 122Q: 3 clusters Score -3165826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3165824.250000 Penalty: 3362.718750
	Iteration 123Q: 3 clusters Score -3165824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3165823.500000 Penalty: 3362.718750
	Iteration 124Q: 3 clusters Score -3165824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3165828.500000 Penalty: 3362.718750
	Iteration 125Q: 3 clusters Score -3165828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3165827.250000 Penalty: 3362.718750
	Iteration 126Q: 3 clusters Score -3165827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3165827.250000 Penalty: 3362.718750
	Iteration 127F: 3 clusters Score -3165827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Entering Unmasked Estep 
Score: -4001014.000000 Penalty: 1715.771851
	Iteration 0F: 2 clusters Score -4001014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3975152.500000 Penalty: 3431.543701
	Iteration 0F: 3 clusters Score -3975152 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3985078.750000 Penalty: 3431.543701
	Iteration 1F: 3 clusters Score -3985079 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3985505.500000 Penalty: 3431.543701
	Iteration 2Q: 3 clusters Score -3985506 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3986063.250000 Penalty: 3431.543701
	Iteration 3Q: 3 clusters Score -3986063 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3986770.250000 Penalty: 3431.543701
	Iteration 4Q: 3 clusters Score -3986770 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3987841.750000 Penalty: 3431.543701
	Iteration 5F: 3 clusters Score -3987842 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3989223.000000 Penalty: 3431.543701
	Iteration 6F: 3 clusters Score -3989223 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3990783.500000 Penalty: 3431.543701
	Iteration 7F: 3 clusters Score -3990784 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3992183.250000 Penalty: 3431.543701
	Iteration 8F: 3 clusters Score -3992183 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3993198.000000 Penalty: 3431.543701
	Iteration 9Q: 3 clusters Score -3993198 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3993885.750000 Penalty: 3431.543701
	Iteration 10Q: 3 clusters Score -3993886 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3994363.250000 Penalty: 3431.543701
	Iteration 11Q: 3 clusters Score -3994363 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3994770.000000 Penalty: 3431.543701
	Iteration 12Q: 3 clusters Score -3994770 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3995160.750000 Penalty: 3431.543701
	Iteration 13Q: 3 clusters Score -3995161 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3995473.000000 Penalty: 3431.543701
	Iteration 14Q: 3 clusters Score -3995473 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3995744.250000 Penalty: 3431.543701
	Iteration 15Q: 3 clusters Score -3995744 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3995978.500000 Penalty: 3431.543701
	Iteration 16Q: 3 clusters Score -3995978 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3996194.250000 Penalty: 3431.543701
	Iteration 17Q: 3 clusters Score -3996194 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3996413.750000 Penalty: 3431.543701
	Iteration 18Q: 3 clusters Score -3996414 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3996588.250000 Penalty: 3431.543701
	Iteration 19Q: 3 clusters Score -3996588 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3996766.000000 Penalty: 3431.543701
	Iteration 20F: 3 clusters Score -3996766 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3996930.750000 Penalty: 3431.543701
	Iteration 21Q: 3 clusters Score -3996931 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3997106.250000 Penalty: 3431.543701
	Iteration 22Q: 3 clusters Score -3997106 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3997276.250000 Penalty: 3431.543701
	Iteration 23Q: 3 clusters Score -3997276 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3997417.750000 Penalty: 3431.543701
	Iteration 24Q: 3 clusters Score -3997418 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3997526.000000 Penalty: 3431.543701
	Iteration 25Q: 3 clusters Score -3997526 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3997642.250000 Penalty: 3431.543701
	Iteration 26Q: 3 clusters Score -3997642 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3997787.750000 Penalty: 3431.543701
	Iteration 27Q: 3 clusters Score -3997788 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3997954.000000 Penalty: 3431.543701
	Iteration 28Q: 3 clusters Score -3997954 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3998082.250000 Penalty: 3431.543701
	Iteration 29Q: 3 clusters Score -3998082 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3998226.750000 Penalty: 3431.543701
	Iteration 30Q: 3 clusters Score -3998227 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3998333.000000 Penalty: 3431.543701
	Iteration 31Q: 3 clusters Score -3998333 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3998468.250000 Penalty: 3431.543701
	Iteration 32Q: 3 clusters Score -3998468 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3998600.000000 Penalty: 3431.543701
	Iteration 33Q: 3 clusters Score -3998600 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3998719.000000 Penalty: 3431.543701
	Iteration 34Q: 3 clusters Score -3998719 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3998832.000000 Penalty: 3431.543701
	Iteration 35Q: 3 clusters Score -3998832 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3998929.750000 Penalty: 3431.543701
	Iteration 36Q: 3 clusters Score -3998930 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3999019.750000 Penalty: 3431.543701
	Iteration 37Q: 3 clusters Score -3999020 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3999130.500000 Penalty: 3431.543701
	Iteration 38Q: 3 clusters Score -3999130 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3999234.250000 Penalty: 3431.543701
	Iteration 39Q: 3 clusters Score -3999234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3999324.500000 Penalty: 3431.543701
	Iteration 40F: 3 clusters Score -3999324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3999383.250000 Penalty: 3431.543701
	Iteration 41Q: 3 clusters Score -3999383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3999426.250000 Penalty: 3431.543701
	Iteration 42Q: 3 clusters Score -3999426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3999481.250000 Penalty: 3431.543701
	Iteration 43Q: 3 clusters Score -3999481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3999506.750000 Penalty: 3431.543701
	Iteration 44Q: 3 clusters Score -3999507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3999537.250000 Penalty: 3431.543701
	Iteration 45Q: 3 clusters Score -3999537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3999555.750000 Penalty: 3431.543701
	Iteration 46Q: 3 clusters Score -3999556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3999578.500000 Penalty: 3431.543701
	Iteration 47Q: 3 clusters Score -3999578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3999595.250000 Penalty: 3431.543701
	Iteration 48Q: 3 clusters Score -3999595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3999617.250000 Penalty: 3431.543701
	Iteration 49Q: 3 clusters Score -3999617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3999636.000000 Penalty: 3431.543701
	Iteration 50Q: 3 clusters Score -3999636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3999642.250000 Penalty: 3431.543701
	Iteration 51Q: 3 clusters Score -3999642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3999650.750000 Penalty: 3431.543701
	Iteration 52Q: 3 clusters Score -3999651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3999655.750000 Penalty: 3431.543701
	Iteration 53Q: 3 clusters Score -3999656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3999651.750000 Penalty: 3431.543701
	Iteration 54Q: 3 clusters Score -3999652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3999661.000000 Penalty: 3431.543701
	Iteration 55Q: 3 clusters Score -3999661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3999663.250000 Penalty: 3431.543701
	Iteration 56Q: 3 clusters Score -3999663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3999671.000000 Penalty: 3431.543701
	Iteration 57Q: 3 clusters Score -3999671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3999677.250000 Penalty: 3431.543701
	Iteration 58Q: 3 clusters Score -3999677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3999678.500000 Penalty: 3431.543701
	Iteration 59Q: 3 clusters Score -3999678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3999686.000000 Penalty: 3431.543701
	Iteration 60F: 3 clusters Score -3999686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3999684.750000 Penalty: 3431.543701
	Iteration 61Q: 3 clusters Score -3999685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3999690.750000 Penalty: 3431.543701
	Iteration 62Q: 3 clusters Score -3999691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3999687.750000 Penalty: 3431.543701
	Iteration 63Q: 3 clusters Score -3999688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3999688.250000 Penalty: 3431.543701
	Iteration 64Q: 3 clusters Score -3999688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3999691.250000 Penalty: 3431.543701
	Iteration 65Q: 3 clusters Score -3999691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3999693.500000 Penalty: 3431.543701
	Iteration 66Q: 3 clusters Score -3999694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3999691.500000 Penalty: 3431.543701
	Iteration 67Q: 3 clusters Score -3999692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3999690.000000 Penalty: 3431.543701
	Iteration 68Q: 3 clusters Score -3999690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3999698.000000 Penalty: 3431.543701
	Iteration 69Q: 3 clusters Score -3999698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3999698.250000 Penalty: 3431.543701
	Iteration 70Q: 3 clusters Score -3999698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3999698.750000 Penalty: 3431.543701
	Iteration 71Q: 3 clusters Score -3999699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3999701.500000 Penalty: 3431.543701
	Iteration 72Q: 3 clusters Score -3999702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3999701.500000 Penalty: 3431.543701
	Iteration 73F: 3 clusters Score -3999702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Entering Unmasked Estep 
Score: -13119211.000000 Penalty: 1908.084595
	Iteration 0F: 2 clusters Score -1.311921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -13035006.000000 Penalty: 3816.169189
	Iteration 0F: 3 clusters Score -1.303501e+07 nChanged 60490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -13070012.000000 Penalty: 3816.169189
	Iteration 1F: 3 clusters Score -1.307001e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -13070626.000000 Penalty: 3816.169189
	Iteration 2Q: 3 clusters Score -1.307063e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -13071447.000000 Penalty: 3816.169189
	Iteration 3Q: 3 clusters Score -1.307145e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -13072364.000000 Penalty: 3816.169189
	Iteration 4Q: 3 clusters Score -1.307236e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -13073373.000000 Penalty: 3816.169189
	Iteration 5Q: 3 clusters Score -1.307337e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -13075075.000000 Penalty: 3816.169189
	Iteration 6Q: 3 clusters Score -1.307508e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -13077452.000000 Penalty: 3816.169189
	Iteration 7Q: 3 clusters Score -1.307745e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -13080845.000000 Penalty: 3816.169189
	Iteration 8F: 3 clusters Score -1.308084e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -13085371.000000 Penalty: 3816.169189
	Iteration 9F: 3 clusters Score -1.308537e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -13090666.000000 Penalty: 3816.169189
	Iteration 10F: 3 clusters Score -1.309067e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -13097203.000000 Penalty: 3816.169189
	Iteration 11F: 3 clusters Score -1.30972e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -13103629.000000 Penalty: 3816.169189
	Iteration 12F: 3 clusters Score -1.310363e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -13109160.000000 Penalty: 3816.169189
	Iteration 13F: 3 clusters Score -1.310916e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 120154 members 
Entering Unmasked Estep 
Score: -13113308.000000 Penalty: 3816.169189
	Iteration 14Q: 3 clusters Score -1.311331e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -13115537.000000 Penalty: 3816.169189
	Iteration 15Q: 3 clusters Score -1.311554e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -13116550.000000 Penalty: 3816.169189
	Iteration 16Q: 3 clusters Score -1.311655e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 124894 members 
Entering Unmasked Estep 
Score: -13117055.000000 Penalty: 3816.169189
	Iteration 17Q: 3 clusters Score -1.311706e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -13117331.000000 Penalty: 3816.169189
	Iteration 18Q: 3 clusters Score -1.311733e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -13117431.000000 Penalty: 3816.169189
	Iteration 19Q: 3 clusters Score -1.311743e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -13117530.000000 Penalty: 3816.169189
	Iteration 20F: 3 clusters Score -1.311753e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -13117578.000000 Penalty: 3816.169189
	Iteration 21Q: 3 clusters Score -1.311758e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -13117616.000000 Penalty: 3816.169189
	Iteration 22Q: 3 clusters Score -1.311762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 125391 members 
Entering Unmasked Estep 
Score: -13117628.000000 Penalty: 3816.169189
	Iteration 23Q: 3 clusters Score -1.311763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -13117647.000000 Penalty: 3816.169189
	Iteration 24Q: 3 clusters Score -1.311765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -13117670.000000 Penalty: 3816.169189
	Iteration 25Q: 3 clusters Score -1.311767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -13117674.000000 Penalty: 3816.169189
	Iteration 26Q: 3 clusters Score -1.311767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -13117684.000000 Penalty: 3816.169189
	Iteration 27Q: 3 clusters Score -1.311768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -13117693.000000 Penalty: 3816.169189
	Iteration 28Q: 3 clusters Score -1.311769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 125403 members 
Entering Unmasked Estep 
Score: -13117694.000000 Penalty: 3816.169189
	Iteration 29Q: 3 clusters Score -1.311769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -13117698.000000 Penalty: 3816.169189
	Iteration 30Q: 3 clusters Score -1.31177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 125403 members 
Entering Unmasked Estep 
Score: -13117702.000000 Penalty: 3816.169189
	Iteration 31Q: 3 clusters Score -1.31177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -13117698.000000 Penalty: 3816.169189
	Iteration 32Q: 3 clusters Score -1.31177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -13117700.000000 Penalty: 3816.169189
	Iteration 33Q: 3 clusters Score -1.31177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 125407 members 
Entering Unmasked Estep 
Score: -13117694.000000 Penalty: 3816.169189
	Iteration 34Q: 3 clusters Score -1.311769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 125407 members 
Entering Unmasked Estep 
Score: -13117690.000000 Penalty: 3816.169189
	Iteration 35Q: 3 clusters Score -1.311769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -13117702.000000 Penalty: 3816.169189
	Iteration 36Q: 3 clusters Score -1.31177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -13117698.000000 Penalty: 3816.169189
	Iteration 37Q: 3 clusters Score -1.31177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -13117698.000000 Penalty: 3816.169189
	Iteration 38F: 3 clusters Score -1.31177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Entering Unmasked Estep 
Score: -7052283.500000 Penalty: 1804.836304
	Iteration 0F: 2 clusters Score -7052284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7007564.500000 Penalty: 3609.672607
	Iteration 0F: 3 clusters Score -7007564 nChanged 31580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -7026373.000000 Penalty: 3609.672607
	Iteration 1F: 3 clusters Score -7026373 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7027266.000000 Penalty: 3609.672607
	Iteration 2Q: 3 clusters Score -7027266 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7028773.000000 Penalty: 3609.672607
	Iteration 3Q: 3 clusters Score -7028773 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -7030905.000000 Penalty: 3609.672607
	Iteration 4F: 3 clusters Score -7030905 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -7033704.500000 Penalty: 3609.672607
	Iteration 5F: 3 clusters Score -7033704 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -7037193.500000 Penalty: 3609.672607
	Iteration 6F: 3 clusters Score -7037194 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -7040922.000000 Penalty: 3609.672607
	Iteration 7F: 3 clusters Score -7040922 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7044173.500000 Penalty: 3609.672607
	Iteration 8F: 3 clusters Score -7044174 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -7046645.500000 Penalty: 3609.672607
	Iteration 9Q: 3 clusters Score -7046646 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -7048201.000000 Penalty: 3609.672607
	Iteration 10Q: 3 clusters Score -7048201 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -7049134.500000 Penalty: 3609.672607
	Iteration 11Q: 3 clusters Score -7049134 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -7049668.500000 Penalty: 3609.672607
	Iteration 12Q: 3 clusters Score -7049668 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -7050003.500000 Penalty: 3609.672607
	Iteration 13Q: 3 clusters Score -7050004 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -7050226.500000 Penalty: 3609.672607
	Iteration 14Q: 3 clusters Score -7050226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -7050385.500000 Penalty: 3609.672607
	Iteration 15Q: 3 clusters Score -7050386 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -7050501.500000 Penalty: 3609.672607
	Iteration 16Q: 3 clusters Score -7050502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -7050595.000000 Penalty: 3609.672607
	Iteration 17Q: 3 clusters Score -7050595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -7050649.000000 Penalty: 3609.672607
	Iteration 18Q: 3 clusters Score -7050649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -7050700.000000 Penalty: 3609.672607
	Iteration 19Q: 3 clusters Score -7050700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -7050740.000000 Penalty: 3609.672607
	Iteration 20F: 3 clusters Score -7050740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -7050771.500000 Penalty: 3609.672607
	Iteration 21Q: 3 clusters Score -7050772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -7050784.000000 Penalty: 3609.672607
	Iteration 22Q: 3 clusters Score -7050784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -7050799.000000 Penalty: 3609.672607
	Iteration 23Q: 3 clusters Score -7050799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -7050815.500000 Penalty: 3609.672607
	Iteration 24Q: 3 clusters Score -7050816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -7050831.000000 Penalty: 3609.672607
	Iteration 25Q: 3 clusters Score -7050831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -7050832.000000 Penalty: 3609.672607
	Iteration 26Q: 3 clusters Score -7050832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -7050842.000000 Penalty: 3609.672607
	Iteration 27Q: 3 clusters Score -7050842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -7050845.500000 Penalty: 3609.672607
	Iteration 28Q: 3 clusters Score -7050846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -7050842.000000 Penalty: 3609.672607
	Iteration 29Q: 3 clusters Score -7050842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -7050842.500000 Penalty: 3609.672607
	Iteration 30Q: 3 clusters Score -7050842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -7050837.000000 Penalty: 3609.672607
	Iteration 31Q: 3 clusters Score -7050837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -7050842.500000 Penalty: 3609.672607
	Iteration 32Q: 3 clusters Score -7050842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -7050842.500000 Penalty: 3609.672607
	Iteration 33F: 3 clusters Score -7050842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Entering Unmasked Estep 
Score: -17724770.000000 Penalty: 1955.937012
	Iteration 0F: 2 clusters Score -1.772477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -17627370.000000 Penalty: 3911.874023
	Iteration 0F: 3 clusters Score -1.762737e+07 nChanged 81680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -17677896.000000 Penalty: 3911.874023
	Iteration 1F: 3 clusters Score -1.76779e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -17680794.000000 Penalty: 3911.874023
	Iteration 2Q: 3 clusters Score -1.768079e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -17685380.000000 Penalty: 3911.874023
	Iteration 3F: 3 clusters Score -1.768538e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -17693170.000000 Penalty: 3911.874023
	Iteration 4F: 3 clusters Score -1.769317e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -17704432.000000 Penalty: 3911.874023
	Iteration 5F: 3 clusters Score -1.770443e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -17717180.000000 Penalty: 3911.874023
	Iteration 6F: 3 clusters Score -1.771718e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133577 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -17724838.000000 Penalty: 3911.874023
	Iteration 7F: 3 clusters Score -1.772484e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137304 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -17727766.000000 Penalty: 3911.874023
	Iteration 8Q: 3 clusters Score -1.772777e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140340 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -17729176.000000 Penalty: 3911.874023
	Iteration 9Q: 3 clusters Score -1.772918e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -17729806.000000 Penalty: 3911.874023
	Iteration 10Q: 3 clusters Score -1.772981e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -17729904.000000 Penalty: 3911.874023
	Iteration 11Q: 3 clusters Score -1.77299e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -17729902.000000 Penalty: 3911.874023
	Iteration 12Q: 3 clusters Score -1.77299e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150600 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -17729368.000000 Penalty: 3911.874023
	Iteration 13Q: 3 clusters Score -1.772937e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -17728856.000000 Penalty: 3911.874023
	Iteration 14Q: 3 clusters Score -1.772886e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -17728194.000000 Penalty: 3911.874023
	Iteration 15Q: 3 clusters Score -1.772819e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157128 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -17727542.000000 Penalty: 3911.874023
	Iteration 16Q: 3 clusters Score -1.772754e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158827 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -17727042.000000 Penalty: 3911.874023
	Iteration 17Q: 3 clusters Score -1.772704e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -17726612.000000 Penalty: 3911.874023
	Iteration 18Q: 3 clusters Score -1.772661e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161444 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -17726322.000000 Penalty: 3911.874023
	Iteration 19Q: 3 clusters Score -1.772632e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162448 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -17725974.000000 Penalty: 3911.874023
	Iteration 20F: 3 clusters Score -1.772597e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163320 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -17725642.000000 Penalty: 3911.874023
	Iteration 21Q: 3 clusters Score -1.772564e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -17725426.000000 Penalty: 3911.874023
	Iteration 22Q: 3 clusters Score -1.772543e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164631 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -17725260.000000 Penalty: 3911.874023
	Iteration 23Q: 3 clusters Score -1.772526e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -17725090.000000 Penalty: 3911.874023
	Iteration 24Q: 3 clusters Score -1.772509e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -17725026.000000 Penalty: 3911.874023
	Iteration 25Q: 3 clusters Score -1.772503e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165865 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -17724846.000000 Penalty: 3911.874023
	Iteration 26Q: 3 clusters Score -1.772485e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17724744.000000 Penalty: 3911.874023
	Iteration 27Q: 3 clusters Score -1.772474e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -17724608.000000 Penalty: 3911.874023
	Iteration 28Q: 3 clusters Score -1.772461e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17724538.000000 Penalty: 3911.874023
	Iteration 29Q: 3 clusters Score -1.772454e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -17724468.000000 Penalty: 3911.874023
	Iteration 30Q: 3 clusters Score -1.772447e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166921 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -17724392.000000 Penalty: 3911.874023
	Iteration 31Q: 3 clusters Score -1.772439e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17724340.000000 Penalty: 3911.874023
	Iteration 32Q: 3 clusters Score -1.772434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167088 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -17724308.000000 Penalty: 3911.874023
	Iteration 33Q: 3 clusters Score -1.772431e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17724256.000000 Penalty: 3911.874023
	Iteration 34Q: 3 clusters Score -1.772426e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167204 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -17724214.000000 Penalty: 3911.874023
	Iteration 35Q: 3 clusters Score -1.772421e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -17724196.000000 Penalty: 3911.874023
	Iteration 36Q: 3 clusters Score -1.77242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -17724178.000000 Penalty: 3911.874023
	Iteration 37Q: 3 clusters Score -1.772418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167369 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -17724168.000000 Penalty: 3911.874023
	Iteration 38Q: 3 clusters Score -1.772417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17724120.000000 Penalty: 3911.874023
	Iteration 39Q: 3 clusters Score -1.772412e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -17724096.000000 Penalty: 3911.874023
	Iteration 40F: 3 clusters Score -1.77241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17724084.000000 Penalty: 3911.874023
	Iteration 41Q: 3 clusters Score -1.772408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17724080.000000 Penalty: 3911.874023
	Iteration 42Q: 3 clusters Score -1.772408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -17724062.000000 Penalty: 3911.874023
	Iteration 43Q: 3 clusters Score -1.772406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -17724050.000000 Penalty: 3911.874023
	Iteration 44Q: 3 clusters Score -1.772405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17724034.000000 Penalty: 3911.874023
	Iteration 45Q: 3 clusters Score -1.772403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -17724032.000000 Penalty: 3911.874023
	Iteration 46Q: 3 clusters Score -1.772403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -17724050.000000 Penalty: 3911.874023
	Iteration 47Q: 3 clusters Score -1.772405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17724042.000000 Penalty: 3911.874023
	Iteration 48Q: 3 clusters Score -1.772404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17724022.000000 Penalty: 3911.874023
	Iteration 49Q: 3 clusters Score -1.772402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17724020.000000 Penalty: 3911.874023
	Iteration 50Q: 3 clusters Score -1.772402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167699 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -17724026.000000 Penalty: 3911.874023
	Iteration 51Q: 3 clusters Score -1.772403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17724026.000000 Penalty: 3911.874023
	Iteration 52Q: 3 clusters Score -1.772403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167715 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -17724006.000000 Penalty: 3911.874023
	Iteration 53Q: 3 clusters Score -1.772401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -17724012.000000 Penalty: 3911.874023
	Iteration 54Q: 3 clusters Score -1.772401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17723998.000000 Penalty: 3911.874023
	Iteration 55Q: 3 clusters Score -1.7724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -17723994.000000 Penalty: 3911.874023
	Iteration 56Q: 3 clusters Score -1.772399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17723974.000000 Penalty: 3911.874023
	Iteration 57Q: 3 clusters Score -1.772397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -17723978.000000 Penalty: 3911.874023
	Iteration 58Q: 3 clusters Score -1.772398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17723962.000000 Penalty: 3911.874023
	Iteration 59Q: 3 clusters Score -1.772396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -17723964.000000 Penalty: 3911.874023
	Iteration 60F: 3 clusters Score -1.772396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167755 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -17723964.000000 Penalty: 3911.874023
	Iteration 61Q: 3 clusters Score -1.772396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17723946.000000 Penalty: 3911.874023
	Iteration 62Q: 3 clusters Score -1.772395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17723942.000000 Penalty: 3911.874023
	Iteration 63Q: 3 clusters Score -1.772394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17723934.000000 Penalty: 3911.874023
	Iteration 64Q: 3 clusters Score -1.772393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167778 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -17723942.000000 Penalty: 3911.874023
	Iteration 65Q: 3 clusters Score -1.772394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -17723936.000000 Penalty: 3911.874023
	Iteration 66Q: 3 clusters Score -1.772394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17723922.000000 Penalty: 3911.874023
	Iteration 67Q: 3 clusters Score -1.772392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -17723920.000000 Penalty: 3911.874023
	Iteration 68Q: 3 clusters Score -1.772392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -17723920.000000 Penalty: 3911.874023
	Iteration 69F: 3 clusters Score -1.772392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -134115.656250 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -134115.7 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 811 members 
Entering Unmasked Estep 
Score: -132341.406250 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -132341.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132988.312500 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -132988.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133233.609375 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -133233.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133461.328125 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -133461.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -133627.375000 Penalty: 2400.804199
	Iteration 4F: 3 clusters Score -133627.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133728.593750 Penalty: 2400.804199
	Iteration 5F: 3 clusters Score -133728.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133797.875000 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -133797.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133833.078125 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -133833.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133856.671875 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -133856.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -133873.796875 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -133873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133894.765625 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -133894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133908.984375 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -133909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133924.671875 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -133924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133938.437500 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -133938.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -133953.625000 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -133953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -133967.890625 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -133967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133975.750000 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -133975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -133981.000000 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -133981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133986.062500 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -133986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -133993.203125 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -133993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -133996.484375 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -133996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133997.656250 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -133997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133998.718750 Penalty: 2400.804199
	Iteration 22Q: 3 clusters Score -133998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134000.703125 Penalty: 2400.804199
	Iteration 23Q: 3 clusters Score -134000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134001.484375 Penalty: 2400.804199
	Iteration 24Q: 3 clusters Score -134001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134001.484375 Penalty: 2400.804199
	Iteration 25F: 3 clusters Score -134001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Entering Unmasked Estep 
Score: -10370983.000000 Penalty: 1869.323853
	Iteration 0F: 2 clusters Score -1.037098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -10304894.000000 Penalty: 3738.647705
	Iteration 0F: 3 clusters Score -1.030489e+07 nChanged 47327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -10332433.000000 Penalty: 3738.647705
	Iteration 1F: 3 clusters Score -1.033243e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10333633.000000 Penalty: 3738.647705
	Iteration 2Q: 3 clusters Score -1.033363e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -10335094.000000 Penalty: 3738.647705
	Iteration 3Q: 3 clusters Score -1.033509e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -10336984.000000 Penalty: 3738.647705
	Iteration 4Q: 3 clusters Score -1.033698e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -10339267.000000 Penalty: 3738.647705
	Iteration 5Q: 3 clusters Score -1.033927e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -10341784.000000 Penalty: 3738.647705
	Iteration 6F: 3 clusters Score -1.034178e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -10344240.000000 Penalty: 3738.647705
	Iteration 7Q: 3 clusters Score -1.034424e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -10346788.000000 Penalty: 3738.647705
	Iteration 8Q: 3 clusters Score -1.034679e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -10349405.000000 Penalty: 3738.647705
	Iteration 9Q: 3 clusters Score -1.03494e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -10352481.000000 Penalty: 3738.647705
	Iteration 10F: 3 clusters Score -1.035248e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -10355876.000000 Penalty: 3738.647705
	Iteration 11F: 3 clusters Score -1.035588e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -10359381.000000 Penalty: 3738.647705
	Iteration 12F: 3 clusters Score -1.035938e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -10362651.000000 Penalty: 3738.647705
	Iteration 13Q: 3 clusters Score -1.036265e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -10365167.000000 Penalty: 3738.647705
	Iteration 14Q: 3 clusters Score -1.036517e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -10366881.000000 Penalty: 3738.647705
	Iteration 15Q: 3 clusters Score -1.036688e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10367919.000000 Penalty: 3738.647705
	Iteration 16Q: 3 clusters Score -1.036792e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10368542.000000 Penalty: 3738.647705
	Iteration 17Q: 3 clusters Score -1.036854e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10368812.000000 Penalty: 3738.647705
	Iteration 18Q: 3 clusters Score -1.036881e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10369033.000000 Penalty: 3738.647705
	Iteration 19Q: 3 clusters Score -1.036903e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10369153.000000 Penalty: 3738.647705
	Iteration 20F: 3 clusters Score -1.036915e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10369246.000000 Penalty: 3738.647705
	Iteration 21Q: 3 clusters Score -1.036925e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98620 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10369307.000000 Penalty: 3738.647705
	Iteration 22Q: 3 clusters Score -1.036931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10369352.000000 Penalty: 3738.647705
	Iteration 23Q: 3 clusters Score -1.036935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10369371.000000 Penalty: 3738.647705
	Iteration 24Q: 3 clusters Score -1.036937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10369384.000000 Penalty: 3738.647705
	Iteration 25Q: 3 clusters Score -1.036938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10369386.000000 Penalty: 3738.647705
	Iteration 26Q: 3 clusters Score -1.036939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10369383.000000 Penalty: 3738.647705
	Iteration 27Q: 3 clusters Score -1.036938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10369397.000000 Penalty: 3738.647705
	Iteration 28Q: 3 clusters Score -1.03694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10369401.000000 Penalty: 3738.647705
	Iteration 29Q: 3 clusters Score -1.03694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10369407.000000 Penalty: 3738.647705
	Iteration 30Q: 3 clusters Score -1.036941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10369402.000000 Penalty: 3738.647705
	Iteration 31Q: 3 clusters Score -1.03694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10369404.000000 Penalty: 3738.647705
	Iteration 32Q: 3 clusters Score -1.03694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10369413.000000 Penalty: 3738.647705
	Iteration 33Q: 3 clusters Score -1.036941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10369406.000000 Penalty: 3738.647705
	Iteration 34Q: 3 clusters Score -1.036941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10369404.000000 Penalty: 3738.647705
	Iteration 35Q: 3 clusters Score -1.03694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10369409.000000 Penalty: 3738.647705
	Iteration 36Q: 3 clusters Score -1.036941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10369411.000000 Penalty: 3738.647705
	Iteration 37Q: 3 clusters Score -1.036941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10369405.000000 Penalty: 3738.647705
	Iteration 38Q: 3 clusters Score -1.03694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10369408.000000 Penalty: 3738.647705
	Iteration 39Q: 3 clusters Score -1.036941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10369408.000000 Penalty: 3738.647705
	Iteration 40F: 3 clusters Score -1.036941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Entering Unmasked Estep 
Score: -10710992.000000 Penalty: 1874.020386
	Iteration 0F: 2 clusters Score -1.071099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -10642936.000000 Penalty: 3748.040771
	Iteration 0F: 3 clusters Score -1.064294e+07 nChanged 48668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -10671010.000000 Penalty: 3748.040771
	Iteration 1F: 3 clusters Score -1.067101e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -10672003.000000 Penalty: 3748.040771
	Iteration 2Q: 3 clusters Score -1.0672e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -10673423.000000 Penalty: 3748.040771
	Iteration 3Q: 3 clusters Score -1.067342e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -10675953.000000 Penalty: 3748.040771
	Iteration 4F: 3 clusters Score -1.067595e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -10680081.000000 Penalty: 3748.040771
	Iteration 5F: 3 clusters Score -1.068008e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -10686017.000000 Penalty: 3748.040771
	Iteration 6F: 3 clusters Score -1.068602e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -10693176.000000 Penalty: 3748.040771
	Iteration 7F: 3 clusters Score -1.069318e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -10699981.000000 Penalty: 3748.040771
	Iteration 8F: 3 clusters Score -1.069998e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -10704830.000000 Penalty: 3748.040771
	Iteration 9F: 3 clusters Score -1.070483e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -10707679.000000 Penalty: 3748.040771
	Iteration 10Q: 3 clusters Score -1.070768e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -10708918.000000 Penalty: 3748.040771
	Iteration 11Q: 3 clusters Score -1.070892e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -10709409.000000 Penalty: 3748.040771
	Iteration 12Q: 3 clusters Score -1.070941e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 101154 members 
Entering Unmasked Estep 
Score: -10709696.000000 Penalty: 3748.040771
	Iteration 13Q: 3 clusters Score -1.07097e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -10709904.000000 Penalty: 3748.040771
	Iteration 14Q: 3 clusters Score -1.07099e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -10710014.000000 Penalty: 3748.040771
	Iteration 15Q: 3 clusters Score -1.071001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -10710101.000000 Penalty: 3748.040771
	Iteration 16Q: 3 clusters Score -1.07101e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -10710131.000000 Penalty: 3748.040771
	Iteration 17Q: 3 clusters Score -1.071013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -10710168.000000 Penalty: 3748.040771
	Iteration 18Q: 3 clusters Score -1.071017e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -10710187.000000 Penalty: 3748.040771
	Iteration 19Q: 3 clusters Score -1.071019e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -10710198.000000 Penalty: 3748.040771
	Iteration 20F: 3 clusters Score -1.07102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -10710209.000000 Penalty: 3748.040771
	Iteration 21Q: 3 clusters Score -1.071021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -10710202.000000 Penalty: 3748.040771
	Iteration 22Q: 3 clusters Score -1.07102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -10710215.000000 Penalty: 3748.040771
	Iteration 23Q: 3 clusters Score -1.071022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -10710208.000000 Penalty: 3748.040771
	Iteration 24Q: 3 clusters Score -1.071021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -10710219.000000 Penalty: 3748.040771
	Iteration 25Q: 3 clusters Score -1.071022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -10710220.000000 Penalty: 3748.040771
	Iteration 26Q: 3 clusters Score -1.071022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -10710228.000000 Penalty: 3748.040771
	Iteration 27Q: 3 clusters Score -1.071023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -10710236.000000 Penalty: 3748.040771
	Iteration 28Q: 3 clusters Score -1.071024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -10710231.000000 Penalty: 3748.040771
	Iteration 29Q: 3 clusters Score -1.071023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -10710228.000000 Penalty: 3748.040771
	Iteration 30Q: 3 clusters Score -1.071023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -10710232.000000 Penalty: 3748.040771
	Iteration 31Q: 3 clusters Score -1.071023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -10710231.000000 Penalty: 3748.040771
	Iteration 32Q: 3 clusters Score -1.071023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -10710224.000000 Penalty: 3748.040771
	Iteration 33Q: 3 clusters Score -1.071022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -10710225.000000 Penalty: 3748.040771
	Iteration 34Q: 3 clusters Score -1.071022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -10710228.000000 Penalty: 3748.040771
	Iteration 35Q: 3 clusters Score -1.071023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -10710231.000000 Penalty: 3748.040771
	Iteration 36Q: 3 clusters Score -1.071023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -10710235.000000 Penalty: 3748.040771
	Iteration 37Q: 3 clusters Score -1.071024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101293 members 
Entering Unmasked Estep 
Score: -10710235.000000 Penalty: 3748.040771
	Iteration 38F: 3 clusters Score -1.071024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -180452.921875 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -180452.9 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 1018 members 
Entering Unmasked Estep 
Score: -178399.359375 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -178399.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -179094.203125 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -179094.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -179440.765625 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -179440.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -179699.906250 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -179699.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -179887.546875 Penalty: 2477.683594
	Iteration 4F: 3 clusters Score -179887.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -180032.953125 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -180033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -180112.562500 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -180112.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -180159.437500 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -180159.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -180192.703125 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -180192.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -180222.421875 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -180222.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -180257.203125 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -180257.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -180283.171875 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -180283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -180304.921875 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -180304.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180332.296875 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -180332.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -180371.031250 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -180371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -180402.796875 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -180402.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -180434.156250 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -180434.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -180463.250000 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -180463.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -180489.421875 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -180489.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -180509.250000 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -180509.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -180532.125000 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -180532.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -180558.140625 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -180558.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -180576.312500 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -180576.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180593.203125 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -180593.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180607.343750 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -180607.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -180617.484375 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -180617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -180626.562500 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -180626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -180631.375000 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -180631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -180634.484375 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -180634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -180634.921875 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -180634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -180634.921875 Penalty: 2477.683594
	Iteration 30F: 3 clusters Score -180634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 892 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155058 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28484 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Mstep: Class 50 contains 1154 members 
Entering Unmasked Estep 
Score: -154063984.000000 Penalty: 115734.070312
Splitting cluster 23 changes total score from -154064928.000000 to -154063984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (37841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Entering Unmasked Estep 
Score: -3933466.750000 Penalty: 1712.936523
	Iteration 0F: 2 clusters Score -3933467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3908103.000000 Penalty: 3425.873047
	Iteration 0F: 3 clusters Score -3908103 nChanged 17592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3917975.500000 Penalty: 3425.873047
	Iteration 1F: 3 clusters Score -3917976 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3918537.000000 Penalty: 3425.873047
	Iteration 2Q: 3 clusters Score -3918537 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3919211.500000 Penalty: 3425.873047
	Iteration 3Q: 3 clusters Score -3919212 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3920163.000000 Penalty: 3425.873047
	Iteration 4F: 3 clusters Score -3920163 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3921418.250000 Penalty: 3425.873047
	Iteration 5F: 3 clusters Score -3921418 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3923068.750000 Penalty: 3425.873047
	Iteration 6F: 3 clusters Score -3923069 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3924897.750000 Penalty: 3425.873047
	Iteration 7F: 3 clusters Score -3924898 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3926671.750000 Penalty: 3425.873047
	Iteration 8F: 3 clusters Score -3926672 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3928249.250000 Penalty: 3425.873047
	Iteration 9Q: 3 clusters Score -3928249 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3929288.750000 Penalty: 3425.873047
	Iteration 10Q: 3 clusters Score -3929289 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3929878.750000 Penalty: 3425.873047
	Iteration 11Q: 3 clusters Score -3929879 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3930239.750000 Penalty: 3425.873047
	Iteration 12Q: 3 clusters Score -3930240 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3930439.250000 Penalty: 3425.873047
	Iteration 13Q: 3 clusters Score -3930439 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3930630.750000 Penalty: 3425.873047
	Iteration 14Q: 3 clusters Score -3930631 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3930767.750000 Penalty: 3425.873047
	Iteration 15Q: 3 clusters Score -3930768 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3930934.500000 Penalty: 3425.873047
	Iteration 16Q: 3 clusters Score -3930934 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3931029.250000 Penalty: 3425.873047
	Iteration 17Q: 3 clusters Score -3931029 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3931147.250000 Penalty: 3425.873047
	Iteration 18Q: 3 clusters Score -3931147 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3931215.250000 Penalty: 3425.873047
	Iteration 19Q: 3 clusters Score -3931215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3931266.750000 Penalty: 3425.873047
	Iteration 20F: 3 clusters Score -3931267 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3931316.500000 Penalty: 3425.873047
	Iteration 21Q: 3 clusters Score -3931316 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3931357.500000 Penalty: 3425.873047
	Iteration 22Q: 3 clusters Score -3931358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3931402.250000 Penalty: 3425.873047
	Iteration 23Q: 3 clusters Score -3931402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3931441.250000 Penalty: 3425.873047
	Iteration 24Q: 3 clusters Score -3931441 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3931476.500000 Penalty: 3425.873047
	Iteration 25Q: 3 clusters Score -3931476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3931514.500000 Penalty: 3425.873047
	Iteration 26Q: 3 clusters Score -3931514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3931541.500000 Penalty: 3425.873047
	Iteration 27Q: 3 clusters Score -3931542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3931557.250000 Penalty: 3425.873047
	Iteration 28Q: 3 clusters Score -3931557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3931584.750000 Penalty: 3425.873047
	Iteration 29Q: 3 clusters Score -3931585 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3931613.250000 Penalty: 3425.873047
	Iteration 30Q: 3 clusters Score -3931613 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3931629.750000 Penalty: 3425.873047
	Iteration 31Q: 3 clusters Score -3931630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3931641.500000 Penalty: 3425.873047
	Iteration 32Q: 3 clusters Score -3931642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3931667.250000 Penalty: 3425.873047
	Iteration 33Q: 3 clusters Score -3931667 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3931677.500000 Penalty: 3425.873047
	Iteration 34Q: 3 clusters Score -3931678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3931688.750000 Penalty: 3425.873047
	Iteration 35Q: 3 clusters Score -3931689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3931702.000000 Penalty: 3425.873047
	Iteration 36Q: 3 clusters Score -3931702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3931718.250000 Penalty: 3425.873047
	Iteration 37Q: 3 clusters Score -3931718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3931728.750000 Penalty: 3425.873047
	Iteration 38Q: 3 clusters Score -3931729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3931729.000000 Penalty: 3425.873047
	Iteration 39Q: 3 clusters Score -3931729 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3931739.000000 Penalty: 3425.873047
	Iteration 40F: 3 clusters Score -3931739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3931763.000000 Penalty: 3425.873047
	Iteration 41Q: 3 clusters Score -3931763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3931765.750000 Penalty: 3425.873047
	Iteration 42Q: 3 clusters Score -3931766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3931764.000000 Penalty: 3425.873047
	Iteration 43Q: 3 clusters Score -3931764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3931780.000000 Penalty: 3425.873047
	Iteration 44Q: 3 clusters Score -3931780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3931800.750000 Penalty: 3425.873047
	Iteration 45Q: 3 clusters Score -3931801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3931810.250000 Penalty: 3425.873047
	Iteration 46Q: 3 clusters Score -3931810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3931817.750000 Penalty: 3425.873047
	Iteration 47Q: 3 clusters Score -3931818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3931834.500000 Penalty: 3425.873047
	Iteration 48Q: 3 clusters Score -3931834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3931847.750000 Penalty: 3425.873047
	Iteration 49Q: 3 clusters Score -3931848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3931861.500000 Penalty: 3425.873047
	Iteration 50Q: 3 clusters Score -3931862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3931877.750000 Penalty: 3425.873047
	Iteration 51Q: 3 clusters Score -3931878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3931895.750000 Penalty: 3425.873047
	Iteration 52Q: 3 clusters Score -3931896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3931905.000000 Penalty: 3425.873047
	Iteration 53Q: 3 clusters Score -3931905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3931913.750000 Penalty: 3425.873047
	Iteration 54Q: 3 clusters Score -3931914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3931928.250000 Penalty: 3425.873047
	Iteration 55Q: 3 clusters Score -3931928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3931936.500000 Penalty: 3425.873047
	Iteration 56Q: 3 clusters Score -3931936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3931942.750000 Penalty: 3425.873047
	Iteration 57Q: 3 clusters Score -3931943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3931944.750000 Penalty: 3425.873047
	Iteration 58Q: 3 clusters Score -3931945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3931942.000000 Penalty: 3425.873047
	Iteration 59Q: 3 clusters Score -3931942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3931943.000000 Penalty: 3425.873047
	Iteration 60F: 3 clusters Score -3931943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3931941.000000 Penalty: 3425.873047
	Iteration 61Q: 3 clusters Score -3931941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3931945.500000 Penalty: 3425.873047
	Iteration 62Q: 3 clusters Score -3931946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3931940.000000 Penalty: 3425.873047
	Iteration 63Q: 3 clusters Score -3931940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3931946.000000 Penalty: 3425.873047
	Iteration 64Q: 3 clusters Score -3931946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3931947.000000 Penalty: 3425.873047
	Iteration 65Q: 3 clusters Score -3931947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3931952.750000 Penalty: 3425.873047
	Iteration 66Q: 3 clusters Score -3931953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3931953.000000 Penalty: 3425.873047
	Iteration 67Q: 3 clusters Score -3931953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3931953.250000 Penalty: 3425.873047
	Iteration 68Q: 3 clusters Score -3931953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3931957.000000 Penalty: 3425.873047
	Iteration 69Q: 3 clusters Score -3931957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3931965.250000 Penalty: 3425.873047
	Iteration 70Q: 3 clusters Score -3931965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3931968.250000 Penalty: 3425.873047
	Iteration 71Q: 3 clusters Score -3931968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3931970.500000 Penalty: 3425.873047
	Iteration 72Q: 3 clusters Score -3931970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3931974.500000 Penalty: 3425.873047
	Iteration 73Q: 3 clusters Score -3931974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3931984.500000 Penalty: 3425.873047
	Iteration 74Q: 3 clusters Score -3931984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3931980.500000 Penalty: 3425.873047
	Iteration 75Q: 3 clusters Score -3931980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3931979.000000 Penalty: 3425.873047
	Iteration 76Q: 3 clusters Score -3931979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3931978.000000 Penalty: 3425.873047
	Iteration 77Q: 3 clusters Score -3931978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3931982.000000 Penalty: 3425.873047
	Iteration 78Q: 3 clusters Score -3931982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3931987.250000 Penalty: 3425.873047
	Iteration 79Q: 3 clusters Score -3931987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3931987.250000 Penalty: 3425.873047
	Iteration 80F: 3 clusters Score -3931987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Entering Unmasked Estep 
Score: -16136241.000000 Penalty: 1942.127563
	Iteration 0F: 2 clusters Score -1.613624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -16035242.000000 Penalty: 3884.255127
	Iteration 0F: 3 clusters Score -1.603524e+07 nChanged 74690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -16080267.000000 Penalty: 3884.255127
	Iteration 1F: 3 clusters Score -1.608027e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -16081664.000000 Penalty: 3884.255127
	Iteration 2Q: 3 clusters Score -1.608166e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -16084109.000000 Penalty: 3884.255127
	Iteration 3Q: 3 clusters Score -1.608411e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -16088719.000000 Penalty: 3884.255127
	Iteration 4F: 3 clusters Score -1.608872e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -16096468.000000 Penalty: 3884.255127
	Iteration 5F: 3 clusters Score -1.609647e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -16107850.000000 Penalty: 3884.255127
	Iteration 6F: 3 clusters Score -1.610785e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -16119875.000000 Penalty: 3884.255127
	Iteration 7F: 3 clusters Score -1.611988e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -16128803.000000 Penalty: 3884.255127
	Iteration 8F: 3 clusters Score -1.61288e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -16133007.000000 Penalty: 3884.255127
	Iteration 9Q: 3 clusters Score -1.613301e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -16134610.000000 Penalty: 3884.255127
	Iteration 10Q: 3 clusters Score -1.613461e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -16135359.000000 Penalty: 3884.255127
	Iteration 11Q: 3 clusters Score -1.613536e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -16135619.000000 Penalty: 3884.255127
	Iteration 12Q: 3 clusters Score -1.613562e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -16135786.000000 Penalty: 3884.255127
	Iteration 13Q: 3 clusters Score -1.613579e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -16135930.000000 Penalty: 3884.255127
	Iteration 14Q: 3 clusters Score -1.613593e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -16135950.000000 Penalty: 3884.255127
	Iteration 15Q: 3 clusters Score -1.613595e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16135954.000000 Penalty: 3884.255127
	Iteration 16Q: 3 clusters Score -1.613595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152425 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -16135987.000000 Penalty: 3884.255127
	Iteration 17Q: 3 clusters Score -1.613599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -16135976.000000 Penalty: 3884.255127
	Iteration 18Q: 3 clusters Score -1.613598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -16135971.000000 Penalty: 3884.255127
	Iteration 19Q: 3 clusters Score -1.613597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16135978.000000 Penalty: 3884.255127
	Iteration 20F: 3 clusters Score -1.613598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152478 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -16135988.000000 Penalty: 3884.255127
	Iteration 21Q: 3 clusters Score -1.613599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -16135980.000000 Penalty: 3884.255127
	Iteration 22Q: 3 clusters Score -1.613598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -16135986.000000 Penalty: 3884.255127
	Iteration 23Q: 3 clusters Score -1.613599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -16135968.000000 Penalty: 3884.255127
	Iteration 24Q: 3 clusters Score -1.613597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -16135977.000000 Penalty: 3884.255127
	Iteration 25Q: 3 clusters Score -1.613598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152489 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -16135989.000000 Penalty: 3884.255127
	Iteration 26Q: 3 clusters Score -1.613599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16135986.000000 Penalty: 3884.255127
	Iteration 27Q: 3 clusters Score -1.613599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -16135994.000000 Penalty: 3884.255127
	Iteration 28Q: 3 clusters Score -1.613599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -16135996.000000 Penalty: 3884.255127
	Iteration 29Q: 3 clusters Score -1.6136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152494 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -16135997.000000 Penalty: 3884.255127
	Iteration 30Q: 3 clusters Score -1.6136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152495 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -16136001.000000 Penalty: 3884.255127
	Iteration 31Q: 3 clusters Score -1.6136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -16135993.000000 Penalty: 3884.255127
	Iteration 32Q: 3 clusters Score -1.613599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16135994.000000 Penalty: 3884.255127
	Iteration 33Q: 3 clusters Score -1.613599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16135996.000000 Penalty: 3884.255127
	Iteration 34Q: 3 clusters Score -1.6136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16135996.000000 Penalty: 3884.255127
	Iteration 35F: 3 clusters Score -1.6136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Entering Unmasked Estep 
Score: -1552194.250000 Penalty: 1560.639526
	Iteration 0F: 2 clusters Score -1552194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1541978.375000 Penalty: 3121.279053
	Iteration 0F: 3 clusters Score -1541978 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1545598.625000 Penalty: 3121.279053
	Iteration 1F: 3 clusters Score -1545599 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1545915.000000 Penalty: 3121.279053
	Iteration 2F: 3 clusters Score -1545915 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1546217.500000 Penalty: 3121.279053
	Iteration 3Q: 3 clusters Score -1546218 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1546505.875000 Penalty: 3121.279053
	Iteration 4Q: 3 clusters Score -1546506 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1546851.750000 Penalty: 3121.279053
	Iteration 5Q: 3 clusters Score -1546852 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1547263.250000 Penalty: 3121.279053
	Iteration 6F: 3 clusters Score -1547263 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1547709.500000 Penalty: 3121.279053
	Iteration 7Q: 3 clusters Score -1547710 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1548188.375000 Penalty: 3121.279053
	Iteration 8Q: 3 clusters Score -1548188 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1548675.750000 Penalty: 3121.279053
	Iteration 9Q: 3 clusters Score -1548676 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1549129.375000 Penalty: 3121.279053
	Iteration 10Q: 3 clusters Score -1549129 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1549457.500000 Penalty: 3121.279053
	Iteration 11Q: 3 clusters Score -1549458 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1549667.250000 Penalty: 3121.279053
	Iteration 12Q: 3 clusters Score -1549667 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1549827.875000 Penalty: 3121.279053
	Iteration 13Q: 3 clusters Score -1549828 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1549946.250000 Penalty: 3121.279053
	Iteration 14Q: 3 clusters Score -1549946 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1550039.500000 Penalty: 3121.279053
	Iteration 15Q: 3 clusters Score -1550040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1550121.375000 Penalty: 3121.279053
	Iteration 16Q: 3 clusters Score -1550121 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1550203.500000 Penalty: 3121.279053
	Iteration 17Q: 3 clusters Score -1550204 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1550286.625000 Penalty: 3121.279053
	Iteration 18Q: 3 clusters Score -1550287 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1550364.750000 Penalty: 3121.279053
	Iteration 19Q: 3 clusters Score -1550365 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1550429.375000 Penalty: 3121.279053
	Iteration 20F: 3 clusters Score -1550429 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1550506.750000 Penalty: 3121.279053
	Iteration 21Q: 3 clusters Score -1550507 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1550582.375000 Penalty: 3121.279053
	Iteration 22Q: 3 clusters Score -1550582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1550654.750000 Penalty: 3121.279053
	Iteration 23Q: 3 clusters Score -1550655 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1550747.625000 Penalty: 3121.279053
	Iteration 24Q: 3 clusters Score -1550748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1550859.000000 Penalty: 3121.279053
	Iteration 25Q: 3 clusters Score -1550859 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1550985.250000 Penalty: 3121.279053
	Iteration 26Q: 3 clusters Score -1550985 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1551133.125000 Penalty: 3121.279053
	Iteration 27Q: 3 clusters Score -1551133 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1551260.750000 Penalty: 3121.279053
	Iteration 28Q: 3 clusters Score -1551261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1551373.625000 Penalty: 3121.279053
	Iteration 29Q: 3 clusters Score -1551374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1551445.875000 Penalty: 3121.279053
	Iteration 30Q: 3 clusters Score -1551446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1551487.750000 Penalty: 3121.279053
	Iteration 31Q: 3 clusters Score -1551488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1551525.250000 Penalty: 3121.279053
	Iteration 32Q: 3 clusters Score -1551525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1551544.625000 Penalty: 3121.279053
	Iteration 33Q: 3 clusters Score -1551545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1551563.250000 Penalty: 3121.279053
	Iteration 34Q: 3 clusters Score -1551563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1551573.250000 Penalty: 3121.279053
	Iteration 35Q: 3 clusters Score -1551573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1551581.250000 Penalty: 3121.279053
	Iteration 36Q: 3 clusters Score -1551581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1551587.000000 Penalty: 3121.279053
	Iteration 37Q: 3 clusters Score -1551587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1551589.875000 Penalty: 3121.279053
	Iteration 38Q: 3 clusters Score -1551590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1551595.000000 Penalty: 3121.279053
	Iteration 39Q: 3 clusters Score -1551595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1551599.000000 Penalty: 3121.279053
	Iteration 40F: 3 clusters Score -1551599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1551600.875000 Penalty: 3121.279053
	Iteration 41Q: 3 clusters Score -1551601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1551601.625000 Penalty: 3121.279053
	Iteration 42Q: 3 clusters Score -1551602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1551604.125000 Penalty: 3121.279053
	Iteration 43Q: 3 clusters Score -1551604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1551605.625000 Penalty: 3121.279053
	Iteration 44Q: 3 clusters Score -1551606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1551605.125000 Penalty: 3121.279053
	Iteration 45Q: 3 clusters Score -1551605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1551606.750000 Penalty: 3121.279053
	Iteration 46Q: 3 clusters Score -1551607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1551607.750000 Penalty: 3121.279053
	Iteration 47Q: 3 clusters Score -1551608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1551605.125000 Penalty: 3121.279053
	Iteration 48Q: 3 clusters Score -1551605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1551605.125000 Penalty: 3121.279053
	Iteration 49Q: 3 clusters Score -1551605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1551604.625000 Penalty: 3121.279053
	Iteration 50Q: 3 clusters Score -1551605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1551606.125000 Penalty: 3121.279053
	Iteration 51Q: 3 clusters Score -1551606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1551605.625000 Penalty: 3121.279053
	Iteration 52Q: 3 clusters Score -1551606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1551605.500000 Penalty: 3121.279053
	Iteration 53Q: 3 clusters Score -1551606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1551606.750000 Penalty: 3121.279053
	Iteration 54Q: 3 clusters Score -1551607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1551606.750000 Penalty: 3121.279053
	Iteration 55F: 3 clusters Score -1551607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -673006.312500 Penalty: 1433.075439
	Iteration 0F: 2 clusters Score -673006.3 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 3357 members 
Entering Unmasked Estep 
Score: -667874.312500 Penalty: 2866.150879
	Iteration 0F: 3 clusters Score -667874.3 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -669614.250000 Penalty: 2866.150879
	Iteration 1F: 3 clusters Score -669614.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -669943.812500 Penalty: 2866.150879
	Iteration 2F: 3 clusters Score -669943.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -670173.562500 Penalty: 2866.150879
	Iteration 3F: 3 clusters Score -670173.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -670343.125000 Penalty: 2866.150879
	Iteration 4F: 3 clusters Score -670343.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -670466.500000 Penalty: 2866.150879
	Iteration 5Q: 3 clusters Score -670466.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -670569.625000 Penalty: 2866.150879
	Iteration 6Q: 3 clusters Score -670569.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -670681.062500 Penalty: 2866.150879
	Iteration 7Q: 3 clusters Score -670681.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -670842.000000 Penalty: 2866.150879
	Iteration 8Q: 3 clusters Score -670842 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -671005.937500 Penalty: 2866.150879
	Iteration 9Q: 3 clusters Score -671005.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -671157.875000 Penalty: 2866.150879
	Iteration 10Q: 3 clusters Score -671157.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -671284.937500 Penalty: 2866.150879
	Iteration 11Q: 3 clusters Score -671284.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -671394.937500 Penalty: 2866.150879
	Iteration 12Q: 3 clusters Score -671394.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -671505.562500 Penalty: 2866.150879
	Iteration 13Q: 3 clusters Score -671505.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -671573.000000 Penalty: 2866.150879
	Iteration 14Q: 3 clusters Score -671573 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -671623.187500 Penalty: 2866.150879
	Iteration 15Q: 3 clusters Score -671623.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -671667.812500 Penalty: 2866.150879
	Iteration 16Q: 3 clusters Score -671667.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -671691.687500 Penalty: 2866.150879
	Iteration 17Q: 3 clusters Score -671691.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -671710.000000 Penalty: 2866.150879
	Iteration 18Q: 3 clusters Score -671710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -671726.000000 Penalty: 2866.150879
	Iteration 19Q: 3 clusters Score -671726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -671738.812500 Penalty: 2866.150879
	Iteration 20F: 3 clusters Score -671738.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -671754.250000 Penalty: 2866.150879
	Iteration 21Q: 3 clusters Score -671754.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -671762.000000 Penalty: 2866.150879
	Iteration 22Q: 3 clusters Score -671762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -671772.187500 Penalty: 2866.150879
	Iteration 23Q: 3 clusters Score -671772.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -671779.062500 Penalty: 2866.150879
	Iteration 24Q: 3 clusters Score -671779.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -671789.312500 Penalty: 2866.150879
	Iteration 25Q: 3 clusters Score -671789.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -671794.312500 Penalty: 2866.150879
	Iteration 26Q: 3 clusters Score -671794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -671798.500000 Penalty: 2866.150879
	Iteration 27Q: 3 clusters Score -671798.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -671801.250000 Penalty: 2866.150879
	Iteration 28Q: 3 clusters Score -671801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -671802.437500 Penalty: 2866.150879
	Iteration 29Q: 3 clusters Score -671802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -671803.125000 Penalty: 2866.150879
	Iteration 30Q: 3 clusters Score -671803.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -671806.250000 Penalty: 2866.150879
	Iteration 31Q: 3 clusters Score -671806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -671807.125000 Penalty: 2866.150879
	Iteration 32Q: 3 clusters Score -671807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -671808.062500 Penalty: 2866.150879
	Iteration 33Q: 3 clusters Score -671808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -671809.187500 Penalty: 2866.150879
	Iteration 34Q: 3 clusters Score -671809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -671809.875000 Penalty: 2866.150879
	Iteration 35Q: 3 clusters Score -671809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -671809.812500 Penalty: 2866.150879
	Iteration 36Q: 3 clusters Score -671809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -671810.125000 Penalty: 2866.150879
	Iteration 37Q: 3 clusters Score -671810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -671810.750000 Penalty: 2866.150879
	Iteration 38Q: 3 clusters Score -671810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -671811.750000 Penalty: 2866.150879
	Iteration 39Q: 3 clusters Score -671811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -671811.750000 Penalty: 2866.150879
	Iteration 40F: 3 clusters Score -671811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -671811.375000 Penalty: 2866.150879
	Iteration 41Q: 3 clusters Score -671811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -671811.937500 Penalty: 2866.150879
	Iteration 42Q: 3 clusters Score -671811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -671810.875000 Penalty: 2866.150879
	Iteration 43Q: 3 clusters Score -671810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -671810.875000 Penalty: 2866.150879
	Iteration 44F: 3 clusters Score -671810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (187455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187455 members 
Entering Unmasked Estep 
Score: -19534414.000000 Penalty: 1972.960327
	Iteration 0F: 2 clusters Score -1.953441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -19415046.000000 Penalty: 3945.920654
	Iteration 0F: 3 clusters Score -1.941505e+07 nChanged 90778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -19468956.000000 Penalty: 3945.920654
	Iteration 1F: 3 clusters Score -1.946896e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -19470344.000000 Penalty: 3945.920654
	Iteration 2Q: 3 clusters Score -1.947034e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -19472272.000000 Penalty: 3945.920654
	Iteration 3Q: 3 clusters Score -1.947227e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -19475574.000000 Penalty: 3945.920654
	Iteration 4Q: 3 clusters Score -1.947557e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -19481328.000000 Penalty: 3945.920654
	Iteration 5F: 3 clusters Score -1.948133e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 136699 members 
Entering Unmasked Estep 
Score: -19490542.000000 Penalty: 3945.920654
	Iteration 6F: 3 clusters Score -1.949054e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 152218 members 
Entering Unmasked Estep 
Score: -19504220.000000 Penalty: 3945.920654
	Iteration 7F: 3 clusters Score -1.950422e+07 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -19517496.000000 Penalty: 3945.920654
	Iteration 8F: 3 clusters Score -1.95175e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -19526460.000000 Penalty: 3945.920654
	Iteration 9F: 3 clusters Score -1.952646e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -19530684.000000 Penalty: 3945.920654
	Iteration 10Q: 3 clusters Score -1.953068e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -19532098.000000 Penalty: 3945.920654
	Iteration 11Q: 3 clusters Score -1.95321e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -19532456.000000 Penalty: 3945.920654
	Iteration 12Q: 3 clusters Score -1.953246e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 187144 members 
Entering Unmasked Estep 
Score: -19532602.000000 Penalty: 3945.920654
	Iteration 13Q: 3 clusters Score -1.95326e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 187179 members 
Entering Unmasked Estep 
Score: -19532652.000000 Penalty: 3945.920654
	Iteration 14Q: 3 clusters Score -1.953265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187201 members 
Entering Unmasked Estep 
Score: -19532714.000000 Penalty: 3945.920654
	Iteration 15Q: 3 clusters Score -1.953271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 187209 members 
Entering Unmasked Estep 
Score: -19532728.000000 Penalty: 3945.920654
	Iteration 16Q: 3 clusters Score -1.953273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187213 members 
Entering Unmasked Estep 
Score: -19532732.000000 Penalty: 3945.920654
	Iteration 17Q: 3 clusters Score -1.953273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 187215 members 
Entering Unmasked Estep 
Score: -19532734.000000 Penalty: 3945.920654
	Iteration 18Q: 3 clusters Score -1.953273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 187215 members 
Entering Unmasked Estep 
Score: -19532738.000000 Penalty: 3945.920654
	Iteration 19Q: 3 clusters Score -1.953274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187216 members 
Entering Unmasked Estep 
Score: -19532744.000000 Penalty: 3945.920654
	Iteration 20F: 3 clusters Score -1.953274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187218 members 
Entering Unmasked Estep 
Score: -19532740.000000 Penalty: 3945.920654
	Iteration 21Q: 3 clusters Score -1.953274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187218 members 
Entering Unmasked Estep 
Score: -19532750.000000 Penalty: 3945.920654
	Iteration 22Q: 3 clusters Score -1.953275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 187217 members 
Entering Unmasked Estep 
Score: -19532768.000000 Penalty: 3945.920654
	Iteration 23Q: 3 clusters Score -1.953277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 187217 members 
Entering Unmasked Estep 
Score: -19532768.000000 Penalty: 3945.920654
	Iteration 24F: 3 clusters Score -1.953277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -1018535.312500 Penalty: 1499.163818
	Iteration 0F: 2 clusters Score -1018535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1011255.250000 Penalty: 2998.327637
	Iteration 0F: 3 clusters Score -1011255 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1013822.500000 Penalty: 2998.327637
	Iteration 1F: 3 clusters Score -1013822 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1014231.312500 Penalty: 2998.327637
	Iteration 2F: 3 clusters Score -1014231 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1014624.625000 Penalty: 2998.327637
	Iteration 3F: 3 clusters Score -1014625 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1015047.937500 Penalty: 2998.327637
	Iteration 4F: 3 clusters Score -1015048 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1015499.625000 Penalty: 2998.327637
	Iteration 5F: 3 clusters Score -1015500 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1015985.187500 Penalty: 2998.327637
	Iteration 6F: 3 clusters Score -1015985 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1016552.812500 Penalty: 2998.327637
	Iteration 7F: 3 clusters Score -1016553 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1017142.187500 Penalty: 2998.327637
	Iteration 8F: 3 clusters Score -1017142 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1017682.562500 Penalty: 2998.327637
	Iteration 9Q: 3 clusters Score -1017683 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1018040.750000 Penalty: 2998.327637
	Iteration 10Q: 3 clusters Score -1018041 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1018247.625000 Penalty: 2998.327637
	Iteration 11Q: 3 clusters Score -1018248 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1018382.437500 Penalty: 2998.327637
	Iteration 12Q: 3 clusters Score -1018382 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1018456.000000 Penalty: 2998.327637
	Iteration 13Q: 3 clusters Score -1018456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1018517.750000 Penalty: 2998.327637
	Iteration 14Q: 3 clusters Score -1018518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1018557.187500 Penalty: 2998.327637
	Iteration 15Q: 3 clusters Score -1018557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1018592.250000 Penalty: 2998.327637
	Iteration 16Q: 3 clusters Score -1018592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1018619.937500 Penalty: 2998.327637
	Iteration 17Q: 3 clusters Score -1018620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1018648.687500 Penalty: 2998.327637
	Iteration 18Q: 3 clusters Score -1018649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1018669.625000 Penalty: 2998.327637
	Iteration 19Q: 3 clusters Score -1018670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1018695.250000 Penalty: 2998.327637
	Iteration 20F: 3 clusters Score -1018695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1018709.375000 Penalty: 2998.327637
	Iteration 21Q: 3 clusters Score -1018709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1018725.812500 Penalty: 2998.327637
	Iteration 22Q: 3 clusters Score -1018726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1018745.625000 Penalty: 2998.327637
	Iteration 23Q: 3 clusters Score -1018746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1018758.625000 Penalty: 2998.327637
	Iteration 24Q: 3 clusters Score -1018759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1018770.312500 Penalty: 2998.327637
	Iteration 25Q: 3 clusters Score -1018770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1018778.687500 Penalty: 2998.327637
	Iteration 26Q: 3 clusters Score -1018779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1018783.625000 Penalty: 2998.327637
	Iteration 27Q: 3 clusters Score -1018784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1018790.000000 Penalty: 2998.327637
	Iteration 28Q: 3 clusters Score -1018790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1018796.250000 Penalty: 2998.327637
	Iteration 29Q: 3 clusters Score -1018796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1018803.000000 Penalty: 2998.327637
	Iteration 30Q: 3 clusters Score -1018803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1018808.312500 Penalty: 2998.327637
	Iteration 31Q: 3 clusters Score -1018808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1018812.125000 Penalty: 2998.327637
	Iteration 32Q: 3 clusters Score -1018812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1018815.875000 Penalty: 2998.327637
	Iteration 33Q: 3 clusters Score -1018816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1018817.812500 Penalty: 2998.327637
	Iteration 34Q: 3 clusters Score -1018818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1018816.000000 Penalty: 2998.327637
	Iteration 35Q: 3 clusters Score -1018816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1018817.937500 Penalty: 2998.327637
	Iteration 36Q: 3 clusters Score -1018818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1018819.000000 Penalty: 2998.327637
	Iteration 37Q: 3 clusters Score -1018819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1018822.187500 Penalty: 2998.327637
	Iteration 38Q: 3 clusters Score -1018822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1018820.812500 Penalty: 2998.327637
	Iteration 39Q: 3 clusters Score -1018821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1018822.875000 Penalty: 2998.327637
	Iteration 40F: 3 clusters Score -1018823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1018824.937500 Penalty: 2998.327637
	Iteration 41Q: 3 clusters Score -1018825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1018826.937500 Penalty: 2998.327637
	Iteration 42Q: 3 clusters Score -1018827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1018828.375000 Penalty: 2998.327637
	Iteration 43Q: 3 clusters Score -1018828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1018828.312500 Penalty: 2998.327637
	Iteration 44Q: 3 clusters Score -1018828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1018829.875000 Penalty: 2998.327637
	Iteration 45Q: 3 clusters Score -1018830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1018828.937500 Penalty: 2998.327637
	Iteration 46Q: 3 clusters Score -1018829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1018829.062500 Penalty: 2998.327637
	Iteration 47Q: 3 clusters Score -1018829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1018829.437500 Penalty: 2998.327637
	Iteration 48Q: 3 clusters Score -1018829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1018829.687500 Penalty: 2998.327637
	Iteration 49Q: 3 clusters Score -1018830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1018832.187500 Penalty: 2998.327637
	Iteration 50Q: 3 clusters Score -1018832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1018833.062500 Penalty: 2998.327637
	Iteration 51Q: 3 clusters Score -1018833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1018833.125000 Penalty: 2998.327637
	Iteration 52Q: 3 clusters Score -1018833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1018832.500000 Penalty: 2998.327637
	Iteration 53Q: 3 clusters Score -1018832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1018829.875000 Penalty: 2998.327637
	Iteration 54Q: 3 clusters Score -1018830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1018829.562500 Penalty: 2998.327637
	Iteration 55Q: 3 clusters Score -1018830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1018829.562500 Penalty: 2998.327637
	Iteration 56F: 3 clusters Score -1018830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155058 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 7008 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28484 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Mstep: Class 50 contains 3146 members 
Entering Unmasked Estep 
Score: -154064320.000000 Penalty: 115734.070312
Splitting cluster 29 changes total score from -154064928.000000 to -154064320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (31564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Entering Unmasked Estep 
Score: -2990937.250000 Penalty: 1683.463013
	Iteration 0F: 2 clusters Score -2990937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2969637.500000 Penalty: 3366.926025
	Iteration 0F: 3 clusters Score -2969638 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2978116.750000 Penalty: 3366.926025
	Iteration 1F: 3 clusters Score -2978117 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2978897.000000 Penalty: 3366.926025
	Iteration 2F: 3 clusters Score -2978897 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2979831.000000 Penalty: 3366.926025
	Iteration 3F: 3 clusters Score -2979831 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2980889.500000 Penalty: 3366.926025
	Iteration 4F: 3 clusters Score -2980890 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2981841.750000 Penalty: 3366.926025
	Iteration 5F: 3 clusters Score -2981842 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2982614.500000 Penalty: 3366.926025
	Iteration 6F: 3 clusters Score -2982614 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2983325.750000 Penalty: 3366.926025
	Iteration 7Q: 3 clusters Score -2983326 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2983978.250000 Penalty: 3366.926025
	Iteration 8Q: 3 clusters Score -2983978 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2984569.000000 Penalty: 3366.926025
	Iteration 9Q: 3 clusters Score -2984569 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2985117.750000 Penalty: 3366.926025
	Iteration 10Q: 3 clusters Score -2985118 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2985652.000000 Penalty: 3366.926025
	Iteration 11Q: 3 clusters Score -2985652 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2986209.500000 Penalty: 3366.926025
	Iteration 12Q: 3 clusters Score -2986210 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2986706.250000 Penalty: 3366.926025
	Iteration 13Q: 3 clusters Score -2986706 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2987223.250000 Penalty: 3366.926025
	Iteration 14Q: 3 clusters Score -2987223 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -2987679.000000 Penalty: 3366.926025
	Iteration 15Q: 3 clusters Score -2987679 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -2988175.000000 Penalty: 3366.926025
	Iteration 16Q: 3 clusters Score -2988175 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2988582.750000 Penalty: 3366.926025
	Iteration 17Q: 3 clusters Score -2988583 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -2988916.250000 Penalty: 3366.926025
	Iteration 18Q: 3 clusters Score -2988916 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -2989157.250000 Penalty: 3366.926025
	Iteration 19Q: 3 clusters Score -2989157 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -2989351.000000 Penalty: 3366.926025
	Iteration 20F: 3 clusters Score -2989351 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -2989478.250000 Penalty: 3366.926025
	Iteration 21Q: 3 clusters Score -2989478 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2989571.500000 Penalty: 3366.926025
	Iteration 22Q: 3 clusters Score -2989572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -2989631.250000 Penalty: 3366.926025
	Iteration 23Q: 3 clusters Score -2989631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -2989674.000000 Penalty: 3366.926025
	Iteration 24Q: 3 clusters Score -2989674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2989716.500000 Penalty: 3366.926025
	Iteration 25Q: 3 clusters Score -2989716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -2989753.500000 Penalty: 3366.926025
	Iteration 26Q: 3 clusters Score -2989754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -2989778.000000 Penalty: 3366.926025
	Iteration 27Q: 3 clusters Score -2989778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -2989793.750000 Penalty: 3366.926025
	Iteration 28Q: 3 clusters Score -2989794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -2989812.500000 Penalty: 3366.926025
	Iteration 29Q: 3 clusters Score -2989812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -2989825.500000 Penalty: 3366.926025
	Iteration 30Q: 3 clusters Score -2989826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2989833.500000 Penalty: 3366.926025
	Iteration 31Q: 3 clusters Score -2989834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -2989844.500000 Penalty: 3366.926025
	Iteration 32Q: 3 clusters Score -2989844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2989851.000000 Penalty: 3366.926025
	Iteration 33Q: 3 clusters Score -2989851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -2989862.000000 Penalty: 3366.926025
	Iteration 34Q: 3 clusters Score -2989862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -2989865.750000 Penalty: 3366.926025
	Iteration 35Q: 3 clusters Score -2989866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -2989871.500000 Penalty: 3366.926025
	Iteration 36Q: 3 clusters Score -2989872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -2989873.250000 Penalty: 3366.926025
	Iteration 37Q: 3 clusters Score -2989873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -2989879.500000 Penalty: 3366.926025
	Iteration 38Q: 3 clusters Score -2989880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -2989882.500000 Penalty: 3366.926025
	Iteration 39Q: 3 clusters Score -2989882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -2989880.750000 Penalty: 3366.926025
	Iteration 40F: 3 clusters Score -2989881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2989882.750000 Penalty: 3366.926025
	Iteration 41Q: 3 clusters Score -2989883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -2989882.250000 Penalty: 3366.926025
	Iteration 42Q: 3 clusters Score -2989882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -2989883.250000 Penalty: 3366.926025
	Iteration 43Q: 3 clusters Score -2989883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -2989883.250000 Penalty: 3366.926025
	Iteration 44Q: 3 clusters Score -2989883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -2989882.500000 Penalty: 3366.926025
	Iteration 45Q: 3 clusters Score -2989882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -2989883.500000 Penalty: 3366.926025
	Iteration 46Q: 3 clusters Score -2989884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -2989883.500000 Penalty: 3366.926025
	Iteration 47F: 3 clusters Score -2989884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -747306.437500 Penalty: 1448.539307
	Iteration 0F: 2 clusters Score -747306.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -741793.625000 Penalty: 2897.078613
	Iteration 0F: 3 clusters Score -741793.6 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -743494.437500 Penalty: 2897.078613
	Iteration 1F: 3 clusters Score -743494.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -743851.312500 Penalty: 2897.078613
	Iteration 2F: 3 clusters Score -743851.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -744181.312500 Penalty: 2897.078613
	Iteration 3F: 3 clusters Score -744181.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -744550.187500 Penalty: 2897.078613
	Iteration 4F: 3 clusters Score -744550.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -744962.125000 Penalty: 2897.078613
	Iteration 5F: 3 clusters Score -744962.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -745455.875000 Penalty: 2897.078613
	Iteration 6F: 3 clusters Score -745455.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -745833.437500 Penalty: 2897.078613
	Iteration 7F: 3 clusters Score -745833.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -746102.562500 Penalty: 2897.078613
	Iteration 8F: 3 clusters Score -746102.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -746265.875000 Penalty: 2897.078613
	Iteration 9Q: 3 clusters Score -746265.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -746354.125000 Penalty: 2897.078613
	Iteration 10Q: 3 clusters Score -746354.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -746410.937500 Penalty: 2897.078613
	Iteration 11Q: 3 clusters Score -746410.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -746453.437500 Penalty: 2897.078613
	Iteration 12Q: 3 clusters Score -746453.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -746491.937500 Penalty: 2897.078613
	Iteration 13Q: 3 clusters Score -746491.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -746519.750000 Penalty: 2897.078613
	Iteration 14Q: 3 clusters Score -746519.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -746543.312500 Penalty: 2897.078613
	Iteration 15Q: 3 clusters Score -746543.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -746563.437500 Penalty: 2897.078613
	Iteration 16Q: 3 clusters Score -746563.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -746576.812500 Penalty: 2897.078613
	Iteration 17Q: 3 clusters Score -746576.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -746586.750000 Penalty: 2897.078613
	Iteration 18Q: 3 clusters Score -746586.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -746590.625000 Penalty: 2897.078613
	Iteration 19Q: 3 clusters Score -746590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -746595.375000 Penalty: 2897.078613
	Iteration 20F: 3 clusters Score -746595.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -746597.437500 Penalty: 2897.078613
	Iteration 21Q: 3 clusters Score -746597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -746598.812500 Penalty: 2897.078613
	Iteration 22Q: 3 clusters Score -746598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -746599.187500 Penalty: 2897.078613
	Iteration 23Q: 3 clusters Score -746599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -746601.187500 Penalty: 2897.078613
	Iteration 24Q: 3 clusters Score -746601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -746602.500000 Penalty: 2897.078613
	Iteration 25Q: 3 clusters Score -746602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -746604.500000 Penalty: 2897.078613
	Iteration 26Q: 3 clusters Score -746604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -746603.875000 Penalty: 2897.078613
	Iteration 27Q: 3 clusters Score -746603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -746603.250000 Penalty: 2897.078613
	Iteration 28Q: 3 clusters Score -746603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -746603.500000 Penalty: 2897.078613
	Iteration 29Q: 3 clusters Score -746603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -746604.125000 Penalty: 2897.078613
	Iteration 30Q: 3 clusters Score -746604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -746605.187500 Penalty: 2897.078613
	Iteration 31Q: 3 clusters Score -746605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -746605.187500 Penalty: 2897.078613
	Iteration 32F: 3 clusters Score -746605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Entering Unmasked Estep 
Score: -1107062.750000 Penalty: 1511.813354
	Iteration 0F: 2 clusters Score -1107063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1099441.250000 Penalty: 3023.626709
	Iteration 0F: 3 clusters Score -1099441 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1102054.875000 Penalty: 3023.626709
	Iteration 1F: 3 clusters Score -1102055 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1102430.000000 Penalty: 3023.626709
	Iteration 2F: 3 clusters Score -1102430 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1102791.500000 Penalty: 3023.626709
	Iteration 3F: 3 clusters Score -1102792 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1103133.250000 Penalty: 3023.626709
	Iteration 4F: 3 clusters Score -1103133 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1103470.875000 Penalty: 3023.626709
	Iteration 5Q: 3 clusters Score -1103471 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1103811.250000 Penalty: 3023.626709
	Iteration 6Q: 3 clusters Score -1103811 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1104117.750000 Penalty: 3023.626709
	Iteration 7Q: 3 clusters Score -1104118 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1104420.875000 Penalty: 3023.626709
	Iteration 8Q: 3 clusters Score -1104421 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1104672.125000 Penalty: 3023.626709
	Iteration 9Q: 3 clusters Score -1104672 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1104873.125000 Penalty: 3023.626709
	Iteration 10Q: 3 clusters Score -1104873 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1105021.625000 Penalty: 3023.626709
	Iteration 11Q: 3 clusters Score -1105022 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1105139.125000 Penalty: 3023.626709
	Iteration 12Q: 3 clusters Score -1105139 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1105230.625000 Penalty: 3023.626709
	Iteration 13Q: 3 clusters Score -1105231 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1105309.250000 Penalty: 3023.626709
	Iteration 14Q: 3 clusters Score -1105309 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1105382.250000 Penalty: 3023.626709
	Iteration 15Q: 3 clusters Score -1105382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1105433.750000 Penalty: 3023.626709
	Iteration 16Q: 3 clusters Score -1105434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1105487.250000 Penalty: 3023.626709
	Iteration 17Q: 3 clusters Score -1105487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1105527.750000 Penalty: 3023.626709
	Iteration 18Q: 3 clusters Score -1105528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1105562.250000 Penalty: 3023.626709
	Iteration 19Q: 3 clusters Score -1105562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1105596.500000 Penalty: 3023.626709
	Iteration 20F: 3 clusters Score -1105596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1105630.375000 Penalty: 3023.626709
	Iteration 21Q: 3 clusters Score -1105630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1105660.750000 Penalty: 3023.626709
	Iteration 22Q: 3 clusters Score -1105661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1105688.125000 Penalty: 3023.626709
	Iteration 23Q: 3 clusters Score -1105688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1105719.250000 Penalty: 3023.626709
	Iteration 24Q: 3 clusters Score -1105719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1105737.000000 Penalty: 3023.626709
	Iteration 25Q: 3 clusters Score -1105737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1105754.750000 Penalty: 3023.626709
	Iteration 26Q: 3 clusters Score -1105755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1105771.250000 Penalty: 3023.626709
	Iteration 27Q: 3 clusters Score -1105771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1105781.125000 Penalty: 3023.626709
	Iteration 28Q: 3 clusters Score -1105781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1105791.000000 Penalty: 3023.626709
	Iteration 29Q: 3 clusters Score -1105791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1105795.250000 Penalty: 3023.626709
	Iteration 30Q: 3 clusters Score -1105795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1105800.625000 Penalty: 3023.626709
	Iteration 31Q: 3 clusters Score -1105801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1105807.750000 Penalty: 3023.626709
	Iteration 32Q: 3 clusters Score -1105808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1105815.125000 Penalty: 3023.626709
	Iteration 33Q: 3 clusters Score -1105815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1105818.500000 Penalty: 3023.626709
	Iteration 34Q: 3 clusters Score -1105818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1105823.750000 Penalty: 3023.626709
	Iteration 35Q: 3 clusters Score -1105824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1105825.250000 Penalty: 3023.626709
	Iteration 36Q: 3 clusters Score -1105825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1105827.500000 Penalty: 3023.626709
	Iteration 37Q: 3 clusters Score -1105828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1105828.875000 Penalty: 3023.626709
	Iteration 38Q: 3 clusters Score -1105829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1105829.750000 Penalty: 3023.626709
	Iteration 39Q: 3 clusters Score -1105830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1105833.500000 Penalty: 3023.626709
	Iteration 40F: 3 clusters Score -1105834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1105832.750000 Penalty: 3023.626709
	Iteration 41Q: 3 clusters Score -1105833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1105832.250000 Penalty: 3023.626709
	Iteration 42Q: 3 clusters Score -1105832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1105832.625000 Penalty: 3023.626709
	Iteration 43Q: 3 clusters Score -1105833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1105834.125000 Penalty: 3023.626709
	Iteration 44Q: 3 clusters Score -1105834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1105837.125000 Penalty: 3023.626709
	Iteration 45Q: 3 clusters Score -1105837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1105837.750000 Penalty: 3023.626709
	Iteration 46Q: 3 clusters Score -1105838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1105844.000000 Penalty: 3023.626709
	Iteration 47Q: 3 clusters Score -1105844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1105844.250000 Penalty: 3023.626709
	Iteration 48Q: 3 clusters Score -1105844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1105845.500000 Penalty: 3023.626709
	Iteration 49Q: 3 clusters Score -1105846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1105846.625000 Penalty: 3023.626709
	Iteration 50Q: 3 clusters Score -1105847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1105847.375000 Penalty: 3023.626709
	Iteration 51Q: 3 clusters Score -1105847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1105847.250000 Penalty: 3023.626709
	Iteration 52Q: 3 clusters Score -1105847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1105847.250000 Penalty: 3023.626709
	Iteration 53Q: 3 clusters Score -1105847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1105850.125000 Penalty: 3023.626709
	Iteration 54Q: 3 clusters Score -1105850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1105854.750000 Penalty: 3023.626709
	Iteration 55Q: 3 clusters Score -1105855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1105859.625000 Penalty: 3023.626709
	Iteration 56Q: 3 clusters Score -1105860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1105862.625000 Penalty: 3023.626709
	Iteration 57Q: 3 clusters Score -1105863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1105863.500000 Penalty: 3023.626709
	Iteration 58Q: 3 clusters Score -1105864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1105865.750000 Penalty: 3023.626709
	Iteration 59Q: 3 clusters Score -1105866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1105865.500000 Penalty: 3023.626709
	Iteration 60F: 3 clusters Score -1105866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1105866.625000 Penalty: 3023.626709
	Iteration 61Q: 3 clusters Score -1105867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1105867.875000 Penalty: 3023.626709
	Iteration 62Q: 3 clusters Score -1105868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1105869.375000 Penalty: 3023.626709
	Iteration 63Q: 3 clusters Score -1105869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1105871.875000 Penalty: 3023.626709
	Iteration 64Q: 3 clusters Score -1105872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1105871.500000 Penalty: 3023.626709
	Iteration 65Q: 3 clusters Score -1105872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1105872.125000 Penalty: 3023.626709
	Iteration 66Q: 3 clusters Score -1105872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1105874.875000 Penalty: 3023.626709
	Iteration 67Q: 3 clusters Score -1105875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1105877.875000 Penalty: 3023.626709
	Iteration 68Q: 3 clusters Score -1105878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1105882.125000 Penalty: 3023.626709
	Iteration 69Q: 3 clusters Score -1105882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1105884.250000 Penalty: 3023.626709
	Iteration 70Q: 3 clusters Score -1105884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1105885.250000 Penalty: 3023.626709
	Iteration 71Q: 3 clusters Score -1105885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1105885.500000 Penalty: 3023.626709
	Iteration 72Q: 3 clusters Score -1105886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1105887.750000 Penalty: 3023.626709
	Iteration 73Q: 3 clusters Score -1105888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1105888.875000 Penalty: 3023.626709
	Iteration 74Q: 3 clusters Score -1105889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1105892.125000 Penalty: 3023.626709
	Iteration 75Q: 3 clusters Score -1105892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1105894.500000 Penalty: 3023.626709
	Iteration 76Q: 3 clusters Score -1105894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1105896.625000 Penalty: 3023.626709
	Iteration 77Q: 3 clusters Score -1105897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1105898.375000 Penalty: 3023.626709
	Iteration 78Q: 3 clusters Score -1105898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1105899.875000 Penalty: 3023.626709
	Iteration 79Q: 3 clusters Score -1105900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1105901.375000 Penalty: 3023.626709
	Iteration 80F: 3 clusters Score -1105901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1105905.750000 Penalty: 3023.626709
	Iteration 81Q: 3 clusters Score -1105906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1105907.125000 Penalty: 3023.626709
	Iteration 82Q: 3 clusters Score -1105907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1105910.375000 Penalty: 3023.626709
	Iteration 83Q: 3 clusters Score -1105910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1105913.875000 Penalty: 3023.626709
	Iteration 84Q: 3 clusters Score -1105914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1105916.375000 Penalty: 3023.626709
	Iteration 85Q: 3 clusters Score -1105916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1105921.125000 Penalty: 3023.626709
	Iteration 86Q: 3 clusters Score -1105921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1105922.750000 Penalty: 3023.626709
	Iteration 87Q: 3 clusters Score -1105923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1105924.875000 Penalty: 3023.626709
	Iteration 88Q: 3 clusters Score -1105925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1105926.625000 Penalty: 3023.626709
	Iteration 89Q: 3 clusters Score -1105927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1105929.000000 Penalty: 3023.626709
	Iteration 90Q: 3 clusters Score -1105929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1105928.875000 Penalty: 3023.626709
	Iteration 91Q: 3 clusters Score -1105929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1105930.125000 Penalty: 3023.626709
	Iteration 92Q: 3 clusters Score -1105930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1105930.000000 Penalty: 3023.626709
	Iteration 93Q: 3 clusters Score -1105930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1105930.000000 Penalty: 3023.626709
	Iteration 94F: 3 clusters Score -1105930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Entering Unmasked Estep 
Score: -1792253.125000 Penalty: 1578.734497
	Iteration 0F: 2 clusters Score -1792253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1780770.500000 Penalty: 3157.468994
	Iteration 0F: 3 clusters Score -1780770 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1784780.750000 Penalty: 3157.468994
	Iteration 1F: 3 clusters Score -1784781 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1785083.875000 Penalty: 3157.468994
	Iteration 2F: 3 clusters Score -1785084 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1785326.250000 Penalty: 3157.468994
	Iteration 3Q: 3 clusters Score -1785326 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1785563.750000 Penalty: 3157.468994
	Iteration 4Q: 3 clusters Score -1785564 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1785833.375000 Penalty: 3157.468994
	Iteration 5Q: 3 clusters Score -1785833 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1786176.500000 Penalty: 3157.468994
	Iteration 6Q: 3 clusters Score -1786176 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1786612.375000 Penalty: 3157.468994
	Iteration 7Q: 3 clusters Score -1786612 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1787245.125000 Penalty: 3157.468994
	Iteration 8F: 3 clusters Score -1787245 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1788096.625000 Penalty: 3157.468994
	Iteration 9F: 3 clusters Score -1788097 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1789030.625000 Penalty: 3157.468994
	Iteration 10F: 3 clusters Score -1789031 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1789766.375000 Penalty: 3157.468994
	Iteration 11Q: 3 clusters Score -1789766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1790269.625000 Penalty: 3157.468994
	Iteration 12Q: 3 clusters Score -1790270 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1790538.250000 Penalty: 3157.468994
	Iteration 13Q: 3 clusters Score -1790538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1790670.500000 Penalty: 3157.468994
	Iteration 14Q: 3 clusters Score -1790670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1790745.375000 Penalty: 3157.468994
	Iteration 15Q: 3 clusters Score -1790745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1790790.250000 Penalty: 3157.468994
	Iteration 16Q: 3 clusters Score -1790790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1790818.625000 Penalty: 3157.468994
	Iteration 17Q: 3 clusters Score -1790819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1790839.625000 Penalty: 3157.468994
	Iteration 18Q: 3 clusters Score -1790840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1790854.250000 Penalty: 3157.468994
	Iteration 19Q: 3 clusters Score -1790854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1790863.375000 Penalty: 3157.468994
	Iteration 20F: 3 clusters Score -1790863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1790866.750000 Penalty: 3157.468994
	Iteration 21Q: 3 clusters Score -1790867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1790867.000000 Penalty: 3157.468994
	Iteration 22Q: 3 clusters Score -1790867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1790866.875000 Penalty: 3157.468994
	Iteration 23Q: 3 clusters Score -1790867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1790869.000000 Penalty: 3157.468994
	Iteration 24Q: 3 clusters Score -1790869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1790873.875000 Penalty: 3157.468994
	Iteration 25Q: 3 clusters Score -1790874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1790875.500000 Penalty: 3157.468994
	Iteration 26Q: 3 clusters Score -1790876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1790875.500000 Penalty: 3157.468994
	Iteration 27F: 3 clusters Score -1790876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -343169.437500 Penalty: 1323.416016
	Iteration 0F: 2 clusters Score -343169.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -340199.968750 Penalty: 2646.832031
	Iteration 0F: 3 clusters Score -340200 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -341023.250000 Penalty: 2646.832031
	Iteration 1F: 3 clusters Score -341023.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -341184.562500 Penalty: 2646.832031
	Iteration 2F: 3 clusters Score -341184.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -341286.437500 Penalty: 2646.832031
	Iteration 3F: 3 clusters Score -341286.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -341353.562500 Penalty: 2646.832031
	Iteration 4Q: 3 clusters Score -341353.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -341401.750000 Penalty: 2646.832031
	Iteration 5Q: 3 clusters Score -341401.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -341434.468750 Penalty: 2646.832031
	Iteration 6Q: 3 clusters Score -341434.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -341465.000000 Penalty: 2646.832031
	Iteration 7Q: 3 clusters Score -341465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -341484.750000 Penalty: 2646.832031
	Iteration 8Q: 3 clusters Score -341484.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -341504.906250 Penalty: 2646.832031
	Iteration 9Q: 3 clusters Score -341504.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -341517.531250 Penalty: 2646.832031
	Iteration 10Q: 3 clusters Score -341517.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -341529.500000 Penalty: 2646.832031
	Iteration 11Q: 3 clusters Score -341529.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -341542.750000 Penalty: 2646.832031
	Iteration 12Q: 3 clusters Score -341542.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -341556.218750 Penalty: 2646.832031
	Iteration 13Q: 3 clusters Score -341556.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -341572.125000 Penalty: 2646.832031
	Iteration 14Q: 3 clusters Score -341572.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -341589.531250 Penalty: 2646.832031
	Iteration 15Q: 3 clusters Score -341589.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -341604.625000 Penalty: 2646.832031
	Iteration 16Q: 3 clusters Score -341604.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -341619.812500 Penalty: 2646.832031
	Iteration 17Q: 3 clusters Score -341619.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -341633.406250 Penalty: 2646.832031
	Iteration 18Q: 3 clusters Score -341633.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -341645.281250 Penalty: 2646.832031
	Iteration 19Q: 3 clusters Score -341645.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -341655.281250 Penalty: 2646.832031
	Iteration 20F: 3 clusters Score -341655.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -341664.000000 Penalty: 2646.832031
	Iteration 21Q: 3 clusters Score -341664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -341671.312500 Penalty: 2646.832031
	Iteration 22Q: 3 clusters Score -341671.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -341683.937500 Penalty: 2646.832031
	Iteration 23Q: 3 clusters Score -341683.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -341696.937500 Penalty: 2646.832031
	Iteration 24Q: 3 clusters Score -341696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -341710.093750 Penalty: 2646.832031
	Iteration 25Q: 3 clusters Score -341710.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -341723.375000 Penalty: 2646.832031
	Iteration 26Q: 3 clusters Score -341723.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -341737.250000 Penalty: 2646.832031
	Iteration 27Q: 3 clusters Score -341737.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -341756.031250 Penalty: 2646.832031
	Iteration 28Q: 3 clusters Score -341756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -341774.281250 Penalty: 2646.832031
	Iteration 29Q: 3 clusters Score -341774.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -341796.906250 Penalty: 2646.832031
	Iteration 30Q: 3 clusters Score -341796.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -341825.343750 Penalty: 2646.832031
	Iteration 31Q: 3 clusters Score -341825.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -341849.375000 Penalty: 2646.832031
	Iteration 32Q: 3 clusters Score -341849.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -341876.343750 Penalty: 2646.832031
	Iteration 33Q: 3 clusters Score -341876.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -341903.031250 Penalty: 2646.832031
	Iteration 34Q: 3 clusters Score -341903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -341926.375000 Penalty: 2646.832031
	Iteration 35Q: 3 clusters Score -341926.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -341938.593750 Penalty: 2646.832031
	Iteration 36Q: 3 clusters Score -341938.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -341946.875000 Penalty: 2646.832031
	Iteration 37Q: 3 clusters Score -341946.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -341953.718750 Penalty: 2646.832031
	Iteration 38Q: 3 clusters Score -341953.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -341962.718750 Penalty: 2646.832031
	Iteration 39Q: 3 clusters Score -341962.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -341970.250000 Penalty: 2646.832031
	Iteration 40F: 3 clusters Score -341970.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -341976.687500 Penalty: 2646.832031
	Iteration 41Q: 3 clusters Score -341976.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -341982.781250 Penalty: 2646.832031
	Iteration 42Q: 3 clusters Score -341982.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -341986.250000 Penalty: 2646.832031
	Iteration 43Q: 3 clusters Score -341986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -341987.937500 Penalty: 2646.832031
	Iteration 44Q: 3 clusters Score -341987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -341990.750000 Penalty: 2646.832031
	Iteration 45Q: 3 clusters Score -341990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -341991.406250 Penalty: 2646.832031
	Iteration 46Q: 3 clusters Score -341991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -341991.937500 Penalty: 2646.832031
	Iteration 47Q: 3 clusters Score -341991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -341992.031250 Penalty: 2646.832031
	Iteration 48Q: 3 clusters Score -341992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -341992.968750 Penalty: 2646.832031
	Iteration 49Q: 3 clusters Score -341993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -341993.406250 Penalty: 2646.832031
	Iteration 50Q: 3 clusters Score -341993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -341994.000000 Penalty: 2646.832031
	Iteration 51Q: 3 clusters Score -341994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -341994.656250 Penalty: 2646.832031
	Iteration 52Q: 3 clusters Score -341994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -341995.281250 Penalty: 2646.832031
	Iteration 53Q: 3 clusters Score -341995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -341995.281250 Penalty: 2646.832031
	Iteration 54F: 3 clusters Score -341995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -317903.406250 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -317903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -315051.125000 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -315051.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -316106.468750 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -316106.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -316856.156250 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -316856.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -317287.312500 Penalty: 2623.754639
	Iteration 3F: 3 clusters Score -317287.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -317562.468750 Penalty: 2623.754639
	Iteration 4F: 3 clusters Score -317562.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -317716.406250 Penalty: 2623.754639
	Iteration 5Q: 3 clusters Score -317716.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -317828.687500 Penalty: 2623.754639
	Iteration 6Q: 3 clusters Score -317828.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -317950.187500 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -317950.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -318039.906250 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -318039.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -318103.562500 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -318103.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -318166.093750 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -318166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -318200.843750 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -318200.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -318225.187500 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -318225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -318244.218750 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -318244.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -318257.562500 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -318257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -318272.937500 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -318272.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -318288.125000 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -318288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -318303.281250 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -318303.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -318316.968750 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -318317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -318328.687500 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -318328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -318335.093750 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -318335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -318337.250000 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -318337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -318337.218750 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -318337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -318337.968750 Penalty: 2623.754639
	Iteration 23Q: 3 clusters Score -318338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -318339.750000 Penalty: 2623.754639
	Iteration 24Q: 3 clusters Score -318339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -318342.781250 Penalty: 2623.754639
	Iteration 25Q: 3 clusters Score -318342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -318344.843750 Penalty: 2623.754639
	Iteration 26Q: 3 clusters Score -318344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -318348.406250 Penalty: 2623.754639
	Iteration 27Q: 3 clusters Score -318348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -318350.531250 Penalty: 2623.754639
	Iteration 28Q: 3 clusters Score -318350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -318351.062500 Penalty: 2623.754639
	Iteration 29Q: 3 clusters Score -318351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -318351.062500 Penalty: 2623.754639
	Iteration 30F: 3 clusters Score -318351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155058 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 2762 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28484 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Mstep: Class 50 contains 445 members 
Entering Unmasked Estep 
Score: -154064208.000000 Penalty: 115734.070312
Splitting cluster 35 changes total score from -154064928.000000 to -154064208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -423547.062500 Penalty: 1360.852417
	Iteration 0F: 2 clusters Score -423547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -419993.968750 Penalty: 2721.704834
	Iteration 0F: 3 clusters Score -419994 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -421075.562500 Penalty: 2721.704834
	Iteration 1F: 3 clusters Score -421075.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -421336.625000 Penalty: 2721.704834
	Iteration 2F: 3 clusters Score -421336.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -421535.187500 Penalty: 2721.704834
	Iteration 3F: 3 clusters Score -421535.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -421690.093750 Penalty: 2721.704834
	Iteration 4F: 3 clusters Score -421690.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -421848.000000 Penalty: 2721.704834
	Iteration 5Q: 3 clusters Score -421848 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -421993.218750 Penalty: 2721.704834
	Iteration 6Q: 3 clusters Score -421993.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -422094.031250 Penalty: 2721.704834
	Iteration 7Q: 3 clusters Score -422094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -422157.750000 Penalty: 2721.704834
	Iteration 8Q: 3 clusters Score -422157.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -422211.062500 Penalty: 2721.704834
	Iteration 9Q: 3 clusters Score -422211.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -422252.000000 Penalty: 2721.704834
	Iteration 10Q: 3 clusters Score -422252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -422292.343750 Penalty: 2721.704834
	Iteration 11Q: 3 clusters Score -422292.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -422327.718750 Penalty: 2721.704834
	Iteration 12Q: 3 clusters Score -422327.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -422379.625000 Penalty: 2721.704834
	Iteration 13Q: 3 clusters Score -422379.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -422430.468750 Penalty: 2721.704834
	Iteration 14Q: 3 clusters Score -422430.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -422485.250000 Penalty: 2721.704834
	Iteration 15Q: 3 clusters Score -422485.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -422529.343750 Penalty: 2721.704834
	Iteration 16Q: 3 clusters Score -422529.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -422565.250000 Penalty: 2721.704834
	Iteration 17Q: 3 clusters Score -422565.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -422611.375000 Penalty: 2721.704834
	Iteration 18Q: 3 clusters Score -422611.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -422657.125000 Penalty: 2721.704834
	Iteration 19Q: 3 clusters Score -422657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -422699.468750 Penalty: 2721.704834
	Iteration 20F: 3 clusters Score -422699.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -422733.906250 Penalty: 2721.704834
	Iteration 21Q: 3 clusters Score -422733.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -422759.718750 Penalty: 2721.704834
	Iteration 22Q: 3 clusters Score -422759.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -422782.000000 Penalty: 2721.704834
	Iteration 23Q: 3 clusters Score -422782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -422798.593750 Penalty: 2721.704834
	Iteration 24Q: 3 clusters Score -422798.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -422817.531250 Penalty: 2721.704834
	Iteration 25Q: 3 clusters Score -422817.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -422835.531250 Penalty: 2721.704834
	Iteration 26Q: 3 clusters Score -422835.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -422852.281250 Penalty: 2721.704834
	Iteration 27Q: 3 clusters Score -422852.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -422861.218750 Penalty: 2721.704834
	Iteration 28Q: 3 clusters Score -422861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -422868.562500 Penalty: 2721.704834
	Iteration 29Q: 3 clusters Score -422868.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -422876.875000 Penalty: 2721.704834
	Iteration 30Q: 3 clusters Score -422876.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -422890.968750 Penalty: 2721.704834
	Iteration 31Q: 3 clusters Score -422891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -422896.000000 Penalty: 2721.704834
	Iteration 32Q: 3 clusters Score -422896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -422900.843750 Penalty: 2721.704834
	Iteration 33Q: 3 clusters Score -422900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -422905.156250 Penalty: 2721.704834
	Iteration 34Q: 3 clusters Score -422905.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -422908.250000 Penalty: 2721.704834
	Iteration 35Q: 3 clusters Score -422908.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -422912.781250 Penalty: 2721.704834
	Iteration 36Q: 3 clusters Score -422912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -422913.906250 Penalty: 2721.704834
	Iteration 37Q: 3 clusters Score -422913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -422914.343750 Penalty: 2721.704834
	Iteration 38Q: 3 clusters Score -422914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -422914.750000 Penalty: 2721.704834
	Iteration 39Q: 3 clusters Score -422914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -422914.375000 Penalty: 2721.704834
	Iteration 40F: 3 clusters Score -422914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -422914.343750 Penalty: 2721.704834
	Iteration 41Q: 3 clusters Score -422914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -422914.656250 Penalty: 2721.704834
	Iteration 42Q: 3 clusters Score -422914.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -422914.656250 Penalty: 2721.704834
	Iteration 43F: 3 clusters Score -422914.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -339945.281250 Penalty: 1338.116821
	Iteration 0F: 2 clusters Score -339945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -336788.562500 Penalty: 2676.233643
	Iteration 0F: 3 clusters Score -336788.6 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -338093.562500 Penalty: 2676.233643
	Iteration 1F: 3 clusters Score -338093.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -338641.375000 Penalty: 2676.233643
	Iteration 2F: 3 clusters Score -338641.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -339043.593750 Penalty: 2676.233643
	Iteration 3F: 3 clusters Score -339043.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -339341.093750 Penalty: 2676.233643
	Iteration 4F: 3 clusters Score -339341.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -339599.968750 Penalty: 2676.233643
	Iteration 5F: 3 clusters Score -339600 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -339765.906250 Penalty: 2676.233643
	Iteration 6Q: 3 clusters Score -339765.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -339867.906250 Penalty: 2676.233643
	Iteration 7Q: 3 clusters Score -339867.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -339986.000000 Penalty: 2676.233643
	Iteration 8Q: 3 clusters Score -339986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -340099.093750 Penalty: 2676.233643
	Iteration 9Q: 3 clusters Score -340099.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -340183.500000 Penalty: 2676.233643
	Iteration 10Q: 3 clusters Score -340183.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -340233.531250 Penalty: 2676.233643
	Iteration 11Q: 3 clusters Score -340233.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -340259.000000 Penalty: 2676.233643
	Iteration 12Q: 3 clusters Score -340259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -340276.031250 Penalty: 2676.233643
	Iteration 13Q: 3 clusters Score -340276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -340284.875000 Penalty: 2676.233643
	Iteration 14Q: 3 clusters Score -340284.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -340294.312500 Penalty: 2676.233643
	Iteration 15Q: 3 clusters Score -340294.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -340299.937500 Penalty: 2676.233643
	Iteration 16Q: 3 clusters Score -340299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -340301.718750 Penalty: 2676.233643
	Iteration 17Q: 3 clusters Score -340301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -340302.125000 Penalty: 2676.233643
	Iteration 18Q: 3 clusters Score -340302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -340302.125000 Penalty: 2676.233643
	Iteration 19F: 3 clusters Score -340302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155058 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 2099 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28484 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Mstep: Class 50 contains 1670 members 
Entering Unmasked Estep 
Score: -154063888.000000 Penalty: 115734.070312
Splitting cluster 37 changes total score from -154064928.000000 to -154063888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -1532957.875000 Penalty: 1563.303467
	Iteration 0F: 2 clusters Score -1532958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1522478.875000 Penalty: 3126.606934
	Iteration 0F: 3 clusters Score -1522479 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1526156.875000 Penalty: 3126.606934
	Iteration 1F: 3 clusters Score -1526157 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1526568.250000 Penalty: 3126.606934
	Iteration 2F: 3 clusters Score -1526568 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1526985.750000 Penalty: 3126.606934
	Iteration 3F: 3 clusters Score -1526986 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1527498.875000 Penalty: 3126.606934
	Iteration 4F: 3 clusters Score -1527499 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1528038.625000 Penalty: 3126.606934
	Iteration 5F: 3 clusters Score -1528039 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1528591.250000 Penalty: 3126.606934
	Iteration 6F: 3 clusters Score -1528591 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1529049.625000 Penalty: 3126.606934
	Iteration 7F: 3 clusters Score -1529050 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1529406.125000 Penalty: 3126.606934
	Iteration 8Q: 3 clusters Score -1529406 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1529667.375000 Penalty: 3126.606934
	Iteration 9Q: 3 clusters Score -1529667 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1529898.250000 Penalty: 3126.606934
	Iteration 10Q: 3 clusters Score -1529898 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1530105.250000 Penalty: 3126.606934
	Iteration 11Q: 3 clusters Score -1530105 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1530311.500000 Penalty: 3126.606934
	Iteration 12Q: 3 clusters Score -1530312 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1530481.375000 Penalty: 3126.606934
	Iteration 13Q: 3 clusters Score -1530481 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1530625.500000 Penalty: 3126.606934
	Iteration 14Q: 3 clusters Score -1530626 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1530776.250000 Penalty: 3126.606934
	Iteration 15Q: 3 clusters Score -1530776 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1530909.250000 Penalty: 3126.606934
	Iteration 16Q: 3 clusters Score -1530909 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1531014.875000 Penalty: 3126.606934
	Iteration 17Q: 3 clusters Score -1531015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1531139.750000 Penalty: 3126.606934
	Iteration 18Q: 3 clusters Score -1531140 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1531254.000000 Penalty: 3126.606934
	Iteration 19Q: 3 clusters Score -1531254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1531337.250000 Penalty: 3126.606934
	Iteration 20F: 3 clusters Score -1531337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1531396.750000 Penalty: 3126.606934
	Iteration 21Q: 3 clusters Score -1531397 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1531446.875000 Penalty: 3126.606934
	Iteration 22Q: 3 clusters Score -1531447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1531489.250000 Penalty: 3126.606934
	Iteration 23Q: 3 clusters Score -1531489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1531517.625000 Penalty: 3126.606934
	Iteration 24Q: 3 clusters Score -1531518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1531548.625000 Penalty: 3126.606934
	Iteration 25Q: 3 clusters Score -1531549 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1531590.750000 Penalty: 3126.606934
	Iteration 26Q: 3 clusters Score -1531591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1531631.375000 Penalty: 3126.606934
	Iteration 27Q: 3 clusters Score -1531631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1531661.375000 Penalty: 3126.606934
	Iteration 28Q: 3 clusters Score -1531661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1531681.625000 Penalty: 3126.606934
	Iteration 29Q: 3 clusters Score -1531682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1531705.625000 Penalty: 3126.606934
	Iteration 30Q: 3 clusters Score -1531706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1531725.500000 Penalty: 3126.606934
	Iteration 31Q: 3 clusters Score -1531726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1531739.125000 Penalty: 3126.606934
	Iteration 32Q: 3 clusters Score -1531739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1531747.750000 Penalty: 3126.606934
	Iteration 33Q: 3 clusters Score -1531748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1531757.250000 Penalty: 3126.606934
	Iteration 34Q: 3 clusters Score -1531757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1531766.125000 Penalty: 3126.606934
	Iteration 35Q: 3 clusters Score -1531766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1531771.375000 Penalty: 3126.606934
	Iteration 36Q: 3 clusters Score -1531771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1531777.500000 Penalty: 3126.606934
	Iteration 37Q: 3 clusters Score -1531778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1531785.625000 Penalty: 3126.606934
	Iteration 38Q: 3 clusters Score -1531786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1531791.125000 Penalty: 3126.606934
	Iteration 39Q: 3 clusters Score -1531791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1531795.375000 Penalty: 3126.606934
	Iteration 40F: 3 clusters Score -1531795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1531798.625000 Penalty: 3126.606934
	Iteration 41Q: 3 clusters Score -1531799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1531806.750000 Penalty: 3126.606934
	Iteration 42Q: 3 clusters Score -1531807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1531813.875000 Penalty: 3126.606934
	Iteration 43Q: 3 clusters Score -1531814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1531821.375000 Penalty: 3126.606934
	Iteration 44Q: 3 clusters Score -1531821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1531824.125000 Penalty: 3126.606934
	Iteration 45Q: 3 clusters Score -1531824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1531825.000000 Penalty: 3126.606934
	Iteration 46Q: 3 clusters Score -1531825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1531826.250000 Penalty: 3126.606934
	Iteration 47Q: 3 clusters Score -1531826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1531830.750000 Penalty: 3126.606934
	Iteration 48Q: 3 clusters Score -1531831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1531835.375000 Penalty: 3126.606934
	Iteration 49Q: 3 clusters Score -1531835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1531834.625000 Penalty: 3126.606934
	Iteration 50Q: 3 clusters Score -1531835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1531834.625000 Penalty: 3126.606934
	Iteration 51Q: 3 clusters Score -1531835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1531834.625000 Penalty: 3126.606934
	Iteration 52F: 3 clusters Score -1531835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1074802.625000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -1074803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1067318.750000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -1067319 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1069785.500000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -1069786 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1070112.625000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -1070113 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1070404.250000 Penalty: 3011.223145
	Iteration 3F: 3 clusters Score -1070404 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1070644.750000 Penalty: 3011.223145
	Iteration 4F: 3 clusters Score -1070645 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1070837.375000 Penalty: 3011.223145
	Iteration 5Q: 3 clusters Score -1070837 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1071014.375000 Penalty: 3011.223145
	Iteration 6Q: 3 clusters Score -1071014 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1071180.500000 Penalty: 3011.223145
	Iteration 7Q: 3 clusters Score -1071180 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1071341.000000 Penalty: 3011.223145
	Iteration 8Q: 3 clusters Score -1071341 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1071498.875000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -1071499 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1071675.875000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -1071676 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1071865.125000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -1071865 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1072038.500000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -1072038 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1072187.000000 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -1072187 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1072314.375000 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -1072314 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1072421.125000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -1072421 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1072498.625000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -1072499 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1072566.875000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -1072567 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1072615.250000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -1072615 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1072651.000000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -1072651 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1072683.375000 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -1072683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1072711.250000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -1072711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1072726.375000 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -1072726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1072743.750000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -1072744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1072751.375000 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -1072751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1072762.375000 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -1072762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1072775.125000 Penalty: 3011.223145
	Iteration 26Q: 3 clusters Score -1072775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1072785.125000 Penalty: 3011.223145
	Iteration 27Q: 3 clusters Score -1072785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1072794.625000 Penalty: 3011.223145
	Iteration 28Q: 3 clusters Score -1072795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1072804.750000 Penalty: 3011.223145
	Iteration 29Q: 3 clusters Score -1072805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1072810.875000 Penalty: 3011.223145
	Iteration 30Q: 3 clusters Score -1072811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1072814.375000 Penalty: 3011.223145
	Iteration 31Q: 3 clusters Score -1072814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1072828.250000 Penalty: 3011.223145
	Iteration 32Q: 3 clusters Score -1072828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1072834.625000 Penalty: 3011.223145
	Iteration 33Q: 3 clusters Score -1072835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1072838.625000 Penalty: 3011.223145
	Iteration 34Q: 3 clusters Score -1072839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1072845.375000 Penalty: 3011.223145
	Iteration 35Q: 3 clusters Score -1072845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1072851.250000 Penalty: 3011.223145
	Iteration 36Q: 3 clusters Score -1072851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1072861.500000 Penalty: 3011.223145
	Iteration 37Q: 3 clusters Score -1072862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1072866.125000 Penalty: 3011.223145
	Iteration 38Q: 3 clusters Score -1072866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1072870.875000 Penalty: 3011.223145
	Iteration 39Q: 3 clusters Score -1072871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1072881.000000 Penalty: 3011.223145
	Iteration 40F: 3 clusters Score -1072881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1072882.875000 Penalty: 3011.223145
	Iteration 41Q: 3 clusters Score -1072883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1072891.250000 Penalty: 3011.223145
	Iteration 42Q: 3 clusters Score -1072891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1072896.250000 Penalty: 3011.223145
	Iteration 43Q: 3 clusters Score -1072896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1072903.125000 Penalty: 3011.223145
	Iteration 44Q: 3 clusters Score -1072903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1072913.625000 Penalty: 3011.223145
	Iteration 45Q: 3 clusters Score -1072914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1072926.750000 Penalty: 3011.223145
	Iteration 46Q: 3 clusters Score -1072927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1072938.250000 Penalty: 3011.223145
	Iteration 47Q: 3 clusters Score -1072938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1072955.375000 Penalty: 3011.223145
	Iteration 48Q: 3 clusters Score -1072955 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1072975.625000 Penalty: 3011.223145
	Iteration 49Q: 3 clusters Score -1072976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1073004.250000 Penalty: 3011.223145
	Iteration 50Q: 3 clusters Score -1073004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1073033.125000 Penalty: 3011.223145
	Iteration 51Q: 3 clusters Score -1073033 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1073057.375000 Penalty: 3011.223145
	Iteration 52Q: 3 clusters Score -1073057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1073083.875000 Penalty: 3011.223145
	Iteration 53Q: 3 clusters Score -1073084 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1073114.375000 Penalty: 3011.223145
	Iteration 54Q: 3 clusters Score -1073114 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1073155.375000 Penalty: 3011.223145
	Iteration 55Q: 3 clusters Score -1073155 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1073202.000000 Penalty: 3011.223145
	Iteration 56Q: 3 clusters Score -1073202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1073245.500000 Penalty: 3011.223145
	Iteration 57Q: 3 clusters Score -1073246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1073291.625000 Penalty: 3011.223145
	Iteration 58Q: 3 clusters Score -1073292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1073351.000000 Penalty: 3011.223145
	Iteration 59Q: 3 clusters Score -1073351 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1073412.500000 Penalty: 3011.223145
	Iteration 60F: 3 clusters Score -1073412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1073468.125000 Penalty: 3011.223145
	Iteration 61Q: 3 clusters Score -1073468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1073527.625000 Penalty: 3011.223145
	Iteration 62Q: 3 clusters Score -1073528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1073580.125000 Penalty: 3011.223145
	Iteration 63Q: 3 clusters Score -1073580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1073640.250000 Penalty: 3011.223145
	Iteration 64Q: 3 clusters Score -1073640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1073677.750000 Penalty: 3011.223145
	Iteration 65Q: 3 clusters Score -1073678 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1073720.375000 Penalty: 3011.223145
	Iteration 66Q: 3 clusters Score -1073720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1073748.125000 Penalty: 3011.223145
	Iteration 67Q: 3 clusters Score -1073748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1073769.500000 Penalty: 3011.223145
	Iteration 68Q: 3 clusters Score -1073770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1073786.500000 Penalty: 3011.223145
	Iteration 69Q: 3 clusters Score -1073786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1073794.625000 Penalty: 3011.223145
	Iteration 70Q: 3 clusters Score -1073795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1073803.250000 Penalty: 3011.223145
	Iteration 71Q: 3 clusters Score -1073803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1073811.375000 Penalty: 3011.223145
	Iteration 72Q: 3 clusters Score -1073811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1073818.125000 Penalty: 3011.223145
	Iteration 73Q: 3 clusters Score -1073818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1073819.250000 Penalty: 3011.223145
	Iteration 74Q: 3 clusters Score -1073819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1073821.375000 Penalty: 3011.223145
	Iteration 75Q: 3 clusters Score -1073821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1073823.625000 Penalty: 3011.223145
	Iteration 76Q: 3 clusters Score -1073824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1073825.875000 Penalty: 3011.223145
	Iteration 77Q: 3 clusters Score -1073826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1073826.375000 Penalty: 3011.223145
	Iteration 78Q: 3 clusters Score -1073826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1073827.625000 Penalty: 3011.223145
	Iteration 79Q: 3 clusters Score -1073828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1073827.125000 Penalty: 3011.223145
	Iteration 80F: 3 clusters Score -1073827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1073828.250000 Penalty: 3011.223145
	Iteration 81Q: 3 clusters Score -1073828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1073828.750000 Penalty: 3011.223145
	Iteration 82Q: 3 clusters Score -1073829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1073832.750000 Penalty: 3011.223145
	Iteration 83Q: 3 clusters Score -1073833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1073832.250000 Penalty: 3011.223145
	Iteration 84Q: 3 clusters Score -1073832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1073832.625000 Penalty: 3011.223145
	Iteration 85Q: 3 clusters Score -1073833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1073833.000000 Penalty: 3011.223145
	Iteration 86Q: 3 clusters Score -1073833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1073834.750000 Penalty: 3011.223145
	Iteration 87Q: 3 clusters Score -1073835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1073838.875000 Penalty: 3011.223145
	Iteration 88Q: 3 clusters Score -1073839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1073840.125000 Penalty: 3011.223145
	Iteration 89Q: 3 clusters Score -1073840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1073844.375000 Penalty: 3011.223145
	Iteration 90Q: 3 clusters Score -1073844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1073845.125000 Penalty: 3011.223145
	Iteration 91Q: 3 clusters Score -1073845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1073847.250000 Penalty: 3011.223145
	Iteration 92Q: 3 clusters Score -1073847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1073848.500000 Penalty: 3011.223145
	Iteration 93Q: 3 clusters Score -1073848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1073848.750000 Penalty: 3011.223145
	Iteration 94Q: 3 clusters Score -1073849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1073853.125000 Penalty: 3011.223145
	Iteration 95Q: 3 clusters Score -1073853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1073854.875000 Penalty: 3011.223145
	Iteration 96Q: 3 clusters Score -1073855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1073856.250000 Penalty: 3011.223145
	Iteration 97Q: 3 clusters Score -1073856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1073858.125000 Penalty: 3011.223145
	Iteration 98Q: 3 clusters Score -1073858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1073859.875000 Penalty: 3011.223145
	Iteration 99Q: 3 clusters Score -1073860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1073860.750000 Penalty: 3011.223145
	Iteration 100F: 3 clusters Score -1073861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1073860.500000 Penalty: 3011.223145
	Iteration 101Q: 3 clusters Score -1073860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1073860.750000 Penalty: 3011.223145
	Iteration 102Q: 3 clusters Score -1073861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1073859.500000 Penalty: 3011.223145
	Iteration 103Q: 3 clusters Score -1073860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1073861.750000 Penalty: 3011.223145
	Iteration 104Q: 3 clusters Score -1073862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1073862.625000 Penalty: 3011.223145
	Iteration 105Q: 3 clusters Score -1073863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1073863.875000 Penalty: 3011.223145
	Iteration 106Q: 3 clusters Score -1073864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1073869.625000 Penalty: 3011.223145
	Iteration 107Q: 3 clusters Score -1073870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1073870.000000 Penalty: 3011.223145
	Iteration 108Q: 3 clusters Score -1073870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1073872.250000 Penalty: 3011.223145
	Iteration 109Q: 3 clusters Score -1073872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1073872.750000 Penalty: 3011.223145
	Iteration 110Q: 3 clusters Score -1073873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1073877.125000 Penalty: 3011.223145
	Iteration 111Q: 3 clusters Score -1073877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1073880.375000 Penalty: 3011.223145
	Iteration 112Q: 3 clusters Score -1073880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1073886.250000 Penalty: 3011.223145
	Iteration 113Q: 3 clusters Score -1073886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1073887.125000 Penalty: 3011.223145
	Iteration 114Q: 3 clusters Score -1073887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1073891.750000 Penalty: 3011.223145
	Iteration 115Q: 3 clusters Score -1073892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1073893.375000 Penalty: 3011.223145
	Iteration 116Q: 3 clusters Score -1073893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1073893.500000 Penalty: 3011.223145
	Iteration 117Q: 3 clusters Score -1073894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1073895.375000 Penalty: 3011.223145
	Iteration 118Q: 3 clusters Score -1073895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1073894.000000 Penalty: 3011.223145
	Iteration 119Q: 3 clusters Score -1073894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1073898.125000 Penalty: 3011.223145
	Iteration 120F: 3 clusters Score -1073898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1073896.125000 Penalty: 3011.223145
	Iteration 121Q: 3 clusters Score -1073896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1073896.125000 Penalty: 3011.223145
	Iteration 122F: 3 clusters Score -1073896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Entering Unmasked Estep 
Score: -898025.437500 Penalty: 1481.711548
	Iteration 0F: 2 clusters Score -898025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -891422.687500 Penalty: 2963.423096
	Iteration 0F: 3 clusters Score -891422.7 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -893624.250000 Penalty: 2963.423096
	Iteration 1F: 3 clusters Score -893624.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -894041.375000 Penalty: 2963.423096
	Iteration 2F: 3 clusters Score -894041.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -894464.375000 Penalty: 2963.423096
	Iteration 3F: 3 clusters Score -894464.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -894875.812500 Penalty: 2963.423096
	Iteration 4F: 3 clusters Score -894875.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -895322.812500 Penalty: 2963.423096
	Iteration 5F: 3 clusters Score -895322.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -895784.125000 Penalty: 2963.423096
	Iteration 6F: 3 clusters Score -895784.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -896169.062500 Penalty: 2963.423096
	Iteration 7F: 3 clusters Score -896169.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -896435.375000 Penalty: 2963.423096
	Iteration 8Q: 3 clusters Score -896435.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -896591.312500 Penalty: 2963.423096
	Iteration 9Q: 3 clusters Score -896591.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -896707.187500 Penalty: 2963.423096
	Iteration 10Q: 3 clusters Score -896707.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -896786.187500 Penalty: 2963.423096
	Iteration 11Q: 3 clusters Score -896786.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -896840.250000 Penalty: 2963.423096
	Iteration 12Q: 3 clusters Score -896840.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -896880.875000 Penalty: 2963.423096
	Iteration 13Q: 3 clusters Score -896880.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -896901.312500 Penalty: 2963.423096
	Iteration 14Q: 3 clusters Score -896901.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -896922.500000 Penalty: 2963.423096
	Iteration 15Q: 3 clusters Score -896922.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -896934.000000 Penalty: 2963.423096
	Iteration 16Q: 3 clusters Score -896934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -896937.375000 Penalty: 2963.423096
	Iteration 17Q: 3 clusters Score -896937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -896945.187500 Penalty: 2963.423096
	Iteration 18Q: 3 clusters Score -896945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -896949.250000 Penalty: 2963.423096
	Iteration 19Q: 3 clusters Score -896949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -896955.000000 Penalty: 2963.423096
	Iteration 20F: 3 clusters Score -896955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -896957.937500 Penalty: 2963.423096
	Iteration 21Q: 3 clusters Score -896957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -896962.375000 Penalty: 2963.423096
	Iteration 22Q: 3 clusters Score -896962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -896967.500000 Penalty: 2963.423096
	Iteration 23Q: 3 clusters Score -896967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -896972.187500 Penalty: 2963.423096
	Iteration 24Q: 3 clusters Score -896972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -896973.687500 Penalty: 2963.423096
	Iteration 25Q: 3 clusters Score -896973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -896975.000000 Penalty: 2963.423096
	Iteration 26Q: 3 clusters Score -896975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -896978.125000 Penalty: 2963.423096
	Iteration 27Q: 3 clusters Score -896978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -896977.062500 Penalty: 2963.423096
	Iteration 28Q: 3 clusters Score -896977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -896977.625000 Penalty: 2963.423096
	Iteration 29Q: 3 clusters Score -896977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -896977.625000 Penalty: 2963.423096
	Iteration 30F: 3 clusters Score -896977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Entering Unmasked Estep 
Score: -2009891.250000 Penalty: 1601.817627
	Iteration 0F: 2 clusters Score -2009891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1996743.375000 Penalty: 3203.635254
	Iteration 0F: 3 clusters Score -1996743 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2001566.500000 Penalty: 3203.635254
	Iteration 1F: 3 clusters Score -2001566 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2001893.875000 Penalty: 3203.635254
	Iteration 2Q: 3 clusters Score -2001894 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2002266.875000 Penalty: 3203.635254
	Iteration 3Q: 3 clusters Score -2002267 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2002825.000000 Penalty: 3203.635254
	Iteration 4F: 3 clusters Score -2002825 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2003636.750000 Penalty: 3203.635254
	Iteration 5F: 3 clusters Score -2003637 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2004734.375000 Penalty: 3203.635254
	Iteration 6F: 3 clusters Score -2004734 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2005993.000000 Penalty: 3203.635254
	Iteration 7F: 3 clusters Score -2005993 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2007102.625000 Penalty: 3203.635254
	Iteration 8F: 3 clusters Score -2007103 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2007846.125000 Penalty: 3203.635254
	Iteration 9Q: 3 clusters Score -2007846 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2008176.000000 Penalty: 3203.635254
	Iteration 10Q: 3 clusters Score -2008176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2008318.625000 Penalty: 3203.635254
	Iteration 11Q: 3 clusters Score -2008319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2008387.500000 Penalty: 3203.635254
	Iteration 12Q: 3 clusters Score -2008388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2008425.125000 Penalty: 3203.635254
	Iteration 13Q: 3 clusters Score -2008425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2008444.500000 Penalty: 3203.635254
	Iteration 14Q: 3 clusters Score -2008444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2008453.875000 Penalty: 3203.635254
	Iteration 15Q: 3 clusters Score -2008454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2008466.250000 Penalty: 3203.635254
	Iteration 16Q: 3 clusters Score -2008466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2008473.875000 Penalty: 3203.635254
	Iteration 17Q: 3 clusters Score -2008474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2008474.500000 Penalty: 3203.635254
	Iteration 18Q: 3 clusters Score -2008474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2008474.500000 Penalty: 3203.635254
	Iteration 19F: 3 clusters Score -2008474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -292377.375000 Penalty: 1318.820679
	Iteration 0F: 2 clusters Score -292377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -289623.937500 Penalty: 2637.641357
	Iteration 0F: 3 clusters Score -289623.9 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -290955.343750 Penalty: 2637.641357
	Iteration 1F: 3 clusters Score -290955.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -291428.531250 Penalty: 2637.641357
	Iteration 2F: 3 clusters Score -291428.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -291784.218750 Penalty: 2637.641357
	Iteration 3F: 3 clusters Score -291784.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -292002.062500 Penalty: 2637.641357
	Iteration 4F: 3 clusters Score -292002.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -292091.062500 Penalty: 2637.641357
	Iteration 5Q: 3 clusters Score -292091.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -292143.125000 Penalty: 2637.641357
	Iteration 6Q: 3 clusters Score -292143.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -292179.906250 Penalty: 2637.641357
	Iteration 7Q: 3 clusters Score -292179.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -292231.843750 Penalty: 2637.641357
	Iteration 8Q: 3 clusters Score -292231.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -292282.500000 Penalty: 2637.641357
	Iteration 9Q: 3 clusters Score -292282.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -292314.562500 Penalty: 2637.641357
	Iteration 10Q: 3 clusters Score -292314.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -292338.906250 Penalty: 2637.641357
	Iteration 11Q: 3 clusters Score -292338.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -292356.218750 Penalty: 2637.641357
	Iteration 12Q: 3 clusters Score -292356.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -292371.468750 Penalty: 2637.641357
	Iteration 13Q: 3 clusters Score -292371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -292381.781250 Penalty: 2637.641357
	Iteration 14Q: 3 clusters Score -292381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -292386.843750 Penalty: 2637.641357
	Iteration 15Q: 3 clusters Score -292386.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -292390.468750 Penalty: 2637.641357
	Iteration 16Q: 3 clusters Score -292390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -292392.468750 Penalty: 2637.641357
	Iteration 17Q: 3 clusters Score -292392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -292395.781250 Penalty: 2637.641357
	Iteration 18Q: 3 clusters Score -292395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -292399.750000 Penalty: 2637.641357
	Iteration 19Q: 3 clusters Score -292399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -292403.500000 Penalty: 2637.641357
	Iteration 20F: 3 clusters Score -292403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -292405.718750 Penalty: 2637.641357
	Iteration 21Q: 3 clusters Score -292405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -292405.968750 Penalty: 2637.641357
	Iteration 22Q: 3 clusters Score -292406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -292407.250000 Penalty: 2637.641357
	Iteration 23Q: 3 clusters Score -292407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -292408.125000 Penalty: 2637.641357
	Iteration 24Q: 3 clusters Score -292408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -292408.968750 Penalty: 2637.641357
	Iteration 25Q: 3 clusters Score -292409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -292409.343750 Penalty: 2637.641357
	Iteration 26Q: 3 clusters Score -292409.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -292409.531250 Penalty: 2637.641357
	Iteration 27Q: 3 clusters Score -292409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -292409.531250 Penalty: 2637.641357
	Iteration 28F: 3 clusters Score -292409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155058 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 1067 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28484 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Mstep: Class 50 contains 2280 members 
Entering Unmasked Estep 
Score: -154064000.000000 Penalty: 115734.070312
Splitting cluster 42 changes total score from -154064928.000000 to -154064000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -504076.593750 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -504076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -500120.750000 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -500120.8 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -501311.843750 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -501311.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -501556.531250 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -501556.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -501733.812500 Penalty: 2767.892822
	Iteration 3F: 3 clusters Score -501733.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -501883.281250 Penalty: 2767.892822
	Iteration 4Q: 3 clusters Score -501883.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -502016.343750 Penalty: 2767.892822
	Iteration 5Q: 3 clusters Score -502016.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -502143.562500 Penalty: 2767.892822
	Iteration 6Q: 3 clusters Score -502143.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -502277.500000 Penalty: 2767.892822
	Iteration 7Q: 3 clusters Score -502277.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -502444.531250 Penalty: 2767.892822
	Iteration 8Q: 3 clusters Score -502444.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -502615.187500 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -502615.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -502800.250000 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -502800.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -502990.875000 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -502990.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -503186.125000 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -503186.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -503335.531250 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -503335.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -503456.562500 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -503456.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -503537.031250 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -503537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -503606.906250 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -503606.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -503656.500000 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -503656.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -503678.312500 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -503678.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -503692.218750 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -503692.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -503707.281250 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -503707.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -503716.343750 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -503716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -503722.125000 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -503722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -503726.500000 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -503726.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -503728.343750 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -503728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -503730.375000 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -503730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -503732.500000 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -503732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -503732.656250 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -503732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -503732.656250 Penalty: 2767.892822
	Iteration 28F: 3 clusters Score -503732.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -516606.718750 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -516606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -512517.500000 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -512517.5 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -513737.093750 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -513737.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -513989.562500 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -513989.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -514167.843750 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -514167.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -514332.093750 Penalty: 2782.455566
	Iteration 4F: 3 clusters Score -514332.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -514474.281250 Penalty: 2782.455566
	Iteration 5Q: 3 clusters Score -514474.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -514593.968750 Penalty: 2782.455566
	Iteration 6Q: 3 clusters Score -514594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -514681.343750 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -514681.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -514763.656250 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -514763.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -514841.031250 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -514841 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -514929.531250 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -514929.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -515034.406250 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -515034.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -515122.343750 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -515122.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -515213.406250 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -515213.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -515282.500000 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -515282.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -515336.406250 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -515336.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -515379.125000 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -515379.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -515418.468750 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -515418.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -515452.750000 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -515452.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -515484.625000 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -515484.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -515522.375000 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -515522.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -515565.406250 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -515565.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -515595.843750 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -515595.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -515618.000000 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -515618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -515636.968750 Penalty: 2782.455566
	Iteration 24Q: 3 clusters Score -515637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -515657.718750 Penalty: 2782.455566
	Iteration 25Q: 3 clusters Score -515657.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -515669.781250 Penalty: 2782.455566
	Iteration 26Q: 3 clusters Score -515669.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -515678.062500 Penalty: 2782.455566
	Iteration 27Q: 3 clusters Score -515678.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -515684.656250 Penalty: 2782.455566
	Iteration 28Q: 3 clusters Score -515684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -515691.875000 Penalty: 2782.455566
	Iteration 29Q: 3 clusters Score -515691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -515699.000000 Penalty: 2782.455566
	Iteration 30Q: 3 clusters Score -515699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -515708.031250 Penalty: 2782.455566
	Iteration 31Q: 3 clusters Score -515708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -515710.593750 Penalty: 2782.455566
	Iteration 32Q: 3 clusters Score -515710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -515715.656250 Penalty: 2782.455566
	Iteration 33Q: 3 clusters Score -515715.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -515721.250000 Penalty: 2782.455566
	Iteration 34Q: 3 clusters Score -515721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -515726.718750 Penalty: 2782.455566
	Iteration 35Q: 3 clusters Score -515726.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -515733.656250 Penalty: 2782.455566
	Iteration 36Q: 3 clusters Score -515733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -515741.687500 Penalty: 2782.455566
	Iteration 37Q: 3 clusters Score -515741.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -515747.375000 Penalty: 2782.455566
	Iteration 38Q: 3 clusters Score -515747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -515752.406250 Penalty: 2782.455566
	Iteration 39Q: 3 clusters Score -515752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -515755.656250 Penalty: 2782.455566
	Iteration 40F: 3 clusters Score -515755.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -515758.593750 Penalty: 2782.455566
	Iteration 41Q: 3 clusters Score -515758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -515760.281250 Penalty: 2782.455566
	Iteration 42Q: 3 clusters Score -515760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -515760.625000 Penalty: 2782.455566
	Iteration 43Q: 3 clusters Score -515760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -515762.531250 Penalty: 2782.455566
	Iteration 44Q: 3 clusters Score -515762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -515763.406250 Penalty: 2782.455566
	Iteration 45Q: 3 clusters Score -515763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -515763.281250 Penalty: 2782.455566
	Iteration 46Q: 3 clusters Score -515763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -515763.468750 Penalty: 2782.455566
	Iteration 47Q: 3 clusters Score -515763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -515763.468750 Penalty: 2782.455566
	Iteration 48F: 3 clusters Score -515763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (28484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Entering Unmasked Estep 
Score: -2908203.750000 Penalty: 1666.778442
	Iteration 0F: 2 clusters Score -2908204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2888825.750000 Penalty: 3333.556885
	Iteration 0F: 3 clusters Score -2888826 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2896110.000000 Penalty: 3333.556885
	Iteration 1F: 3 clusters Score -2896110 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2896578.750000 Penalty: 3333.556885
	Iteration 2Q: 3 clusters Score -2896579 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2897124.500000 Penalty: 3333.556885
	Iteration 3Q: 3 clusters Score -2897124 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2897807.500000 Penalty: 3333.556885
	Iteration 4F: 3 clusters Score -2897808 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2898747.750000 Penalty: 3333.556885
	Iteration 5F: 3 clusters Score -2898748 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2900021.000000 Penalty: 3333.556885
	Iteration 6F: 3 clusters Score -2900021 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2901473.500000 Penalty: 3333.556885
	Iteration 7F: 3 clusters Score -2901474 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2902768.250000 Penalty: 3333.556885
	Iteration 8F: 3 clusters Score -2902768 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2903773.250000 Penalty: 3333.556885
	Iteration 9Q: 3 clusters Score -2903773 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2904425.000000 Penalty: 3333.556885
	Iteration 10Q: 3 clusters Score -2904425 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2904876.000000 Penalty: 3333.556885
	Iteration 11Q: 3 clusters Score -2904876 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2905214.000000 Penalty: 3333.556885
	Iteration 12Q: 3 clusters Score -2905214 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2905484.250000 Penalty: 3333.556885
	Iteration 13Q: 3 clusters Score -2905484 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2905731.250000 Penalty: 3333.556885
	Iteration 14Q: 3 clusters Score -2905731 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2905983.500000 Penalty: 3333.556885
	Iteration 15Q: 3 clusters Score -2905984 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2906258.500000 Penalty: 3333.556885
	Iteration 16Q: 3 clusters Score -2906258 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2906488.250000 Penalty: 3333.556885
	Iteration 17Q: 3 clusters Score -2906488 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2906685.500000 Penalty: 3333.556885
	Iteration 18Q: 3 clusters Score -2906686 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2906881.250000 Penalty: 3333.556885
	Iteration 19Q: 3 clusters Score -2906881 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2907047.500000 Penalty: 3333.556885
	Iteration 20F: 3 clusters Score -2907048 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2907164.250000 Penalty: 3333.556885
	Iteration 21Q: 3 clusters Score -2907164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2907222.250000 Penalty: 3333.556885
	Iteration 22Q: 3 clusters Score -2907222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2907250.250000 Penalty: 3333.556885
	Iteration 23Q: 3 clusters Score -2907250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2907282.750000 Penalty: 3333.556885
	Iteration 24Q: 3 clusters Score -2907283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2907310.250000 Penalty: 3333.556885
	Iteration 25Q: 3 clusters Score -2907310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2907311.000000 Penalty: 3333.556885
	Iteration 26Q: 3 clusters Score -2907311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2907316.750000 Penalty: 3333.556885
	Iteration 27Q: 3 clusters Score -2907317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2907315.000000 Penalty: 3333.556885
	Iteration 28Q: 3 clusters Score -2907315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2907321.750000 Penalty: 3333.556885
	Iteration 29Q: 3 clusters Score -2907322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2907326.750000 Penalty: 3333.556885
	Iteration 30Q: 3 clusters Score -2907327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2907328.250000 Penalty: 3333.556885
	Iteration 31Q: 3 clusters Score -2907328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2907333.250000 Penalty: 3333.556885
	Iteration 32Q: 3 clusters Score -2907333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2907339.000000 Penalty: 3333.556885
	Iteration 33Q: 3 clusters Score -2907339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2907336.250000 Penalty: 3333.556885
	Iteration 34Q: 3 clusters Score -2907336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2907328.000000 Penalty: 3333.556885
	Iteration 35Q: 3 clusters Score -2907328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2907329.500000 Penalty: 3333.556885
	Iteration 36Q: 3 clusters Score -2907330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2907333.250000 Penalty: 3333.556885
	Iteration 37Q: 3 clusters Score -2907333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2907334.500000 Penalty: 3333.556885
	Iteration 38Q: 3 clusters Score -2907334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2907334.500000 Penalty: 3333.556885
	Iteration 39Q: 3 clusters Score -2907334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2907334.500000 Penalty: 3333.556885
	Iteration 40F: 3 clusters Score -2907334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -318130.437500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -318130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -315231.562500 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -315231.6 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -316251.218750 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -316251.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -316745.312500 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -316745.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -317163.281250 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -317163.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -317423.656250 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -317423.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -317563.156250 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -317563.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -317632.500000 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -317632.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -317671.718750 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -317671.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -317694.593750 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -317694.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317713.312500 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -317713.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317722.968750 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -317723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317726.343750 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -317726.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317729.437500 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -317729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -317733.125000 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -317733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317737.093750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -317737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317741.750000 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -317741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -317746.875000 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -317746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -317751.312500 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -317751.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -317755.750000 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -317755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -317759.406250 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -317759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317761.718750 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -317761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -317765.093750 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -317765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -317767.312500 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -317767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -317767.562500 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -317767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -317767.625000 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -317767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -317768.531250 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -317768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -317769.250000 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -317769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -317770.968750 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -317771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -317770.843750 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -317770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -317771.062500 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -317771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -317771.062500 Penalty: 2635.498291
	Iteration 30F: 3 clusters Score -317771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -181512.609375 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -181512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -179506.718750 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -179506.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -180089.390625 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -180089.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -180272.562500 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -180272.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -180393.796875 Penalty: 2469.479736
	Iteration 3F: 3 clusters Score -180393.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -180490.953125 Penalty: 2469.479736
	Iteration 4Q: 3 clusters Score -180491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180544.515625 Penalty: 2469.479736
	Iteration 5Q: 3 clusters Score -180544.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180568.312500 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -180568.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180583.531250 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -180583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180587.890625 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -180587.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180592.046875 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -180592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -180594.953125 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -180595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -180596.781250 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -180596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -180597.203125 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -180597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180597.500000 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -180597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180598.171875 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -180598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180598.171875 Penalty: 2469.479736
	Iteration 15F: 3 clusters Score -180598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -797819.250000 Penalty: 1455.532593
	Iteration 0F: 2 clusters Score -797819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -792168.937500 Penalty: 2911.065186
	Iteration 0F: 3 clusters Score -792168.9 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -794158.937500 Penalty: 2911.065186
	Iteration 1F: 3 clusters Score -794158.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -794599.375000 Penalty: 2911.065186
	Iteration 2F: 3 clusters Score -794599.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -795042.187500 Penalty: 2911.065186
	Iteration 3F: 3 clusters Score -795042.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -795527.000000 Penalty: 2911.065186
	Iteration 4F: 3 clusters Score -795527 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -796013.250000 Penalty: 2911.065186
	Iteration 5F: 3 clusters Score -796013.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -796335.437500 Penalty: 2911.065186
	Iteration 6F: 3 clusters Score -796335.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -796541.250000 Penalty: 2911.065186
	Iteration 7Q: 3 clusters Score -796541.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -796674.062500 Penalty: 2911.065186
	Iteration 8Q: 3 clusters Score -796674.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -796769.250000 Penalty: 2911.065186
	Iteration 9Q: 3 clusters Score -796769.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -796846.187500 Penalty: 2911.065186
	Iteration 10Q: 3 clusters Score -796846.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -796914.062500 Penalty: 2911.065186
	Iteration 11Q: 3 clusters Score -796914.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -796960.000000 Penalty: 2911.065186
	Iteration 12Q: 3 clusters Score -796960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -796988.250000 Penalty: 2911.065186
	Iteration 13Q: 3 clusters Score -796988.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -797012.000000 Penalty: 2911.065186
	Iteration 14Q: 3 clusters Score -797012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -797020.812500 Penalty: 2911.065186
	Iteration 15Q: 3 clusters Score -797020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -797026.125000 Penalty: 2911.065186
	Iteration 16Q: 3 clusters Score -797026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -797032.625000 Penalty: 2911.065186
	Iteration 17Q: 3 clusters Score -797032.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -797036.750000 Penalty: 2911.065186
	Iteration 18Q: 3 clusters Score -797036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -797038.625000 Penalty: 2911.065186
	Iteration 19Q: 3 clusters Score -797038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -797040.750000 Penalty: 2911.065186
	Iteration 20F: 3 clusters Score -797040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -797042.125000 Penalty: 2911.065186
	Iteration 21Q: 3 clusters Score -797042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -797045.687500 Penalty: 2911.065186
	Iteration 22Q: 3 clusters Score -797045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -797047.750000 Penalty: 2911.065186
	Iteration 23Q: 3 clusters Score -797047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -797050.437500 Penalty: 2911.065186
	Iteration 24Q: 3 clusters Score -797050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -797054.312500 Penalty: 2911.065186
	Iteration 25Q: 3 clusters Score -797054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -797053.312500 Penalty: 2911.065186
	Iteration 26Q: 3 clusters Score -797053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -797053.312500 Penalty: 2911.065186
	Iteration 27F: 3 clusters Score -797053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -276993.062500 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -276993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -274400.781250 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -274400.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -275026.125000 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -275026.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -275148.343750 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -275148.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -275260.531250 Penalty: 2582.880615
	Iteration 3Q: 3 clusters Score -275260.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -275356.500000 Penalty: 2582.880615
	Iteration 4Q: 3 clusters Score -275356.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -275446.812500 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -275446.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -275564.687500 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -275564.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -275685.156250 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -275685.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -275811.625000 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -275811.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -275936.031250 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -275936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -276034.312500 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -276034.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -276101.093750 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -276101.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -276148.687500 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -276148.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -276177.625000 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -276177.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276200.500000 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -276200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276211.718750 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -276211.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -276222.406250 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -276222.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -276235.875000 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -276235.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -276244.531250 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -276244.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276249.593750 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -276249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -276252.656250 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -276252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -276254.687500 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -276254.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276255.187500 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -276255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -276256.281250 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -276256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276257.312500 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -276257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276258.437500 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -276258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -276258.875000 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -276258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276261.500000 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -276261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276262.187500 Penalty: 2582.880615
	Iteration 28Q: 3 clusters Score -276262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276264.312500 Penalty: 2582.880615
	Iteration 29Q: 3 clusters Score -276264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276264.750000 Penalty: 2582.880615
	Iteration 30Q: 3 clusters Score -276264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276265.281250 Penalty: 2582.880615
	Iteration 31Q: 3 clusters Score -276265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276265.281250 Penalty: 2582.880615
	Iteration 32F: 3 clusters Score -276265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6463 members 
Mstep: Class 10 contains 70166 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31158 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99065 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155058 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187455 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9120 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4997 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28484 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064944.000000 Penalty: 113419.390625
Iteration 319Q: 50 clusters Score -1.540649e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13064 members 
Mstep: Class 5 contains 11840 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 81190 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125751 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168812 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99064 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31564 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28483 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064896.000000 Penalty: 113419.390625
Iteration 320F: 50 clusters Score -1.540649e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 13066 members 
Mstep: Class 5 contains 11841 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 81191 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70165 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38507 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168813 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99061 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155051 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 187456 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31565 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3770 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9119 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28478 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064992.000000 Penalty: 113419.390625
Iteration 321Q: 50 clusters Score -1.54065e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70164 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 17 contains 125758 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168812 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99059 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155049 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31563 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28474 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1995 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064944.000000 Penalty: 113419.390625
Iteration 322Q: 50 clusters Score -1.540649e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38510 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168812 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99059 members 
Mstep: Class 22 contains 101972 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155049 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31565 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16569 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28474 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1996 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154064960.000000 Penalty: 113419.390625
Iteration 323Q: 50 clusters Score -1.54065e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81193 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38512 members 
Mstep: Class 17 contains 125752 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168812 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99059 members 
Mstep: Class 22 contains 101972 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155049 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 187458 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31567 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1996 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 324Q: 50 clusters Score -1.54065e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38513 members 
Mstep: Class 17 contains 125752 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168813 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99059 members 
Mstep: Class 22 contains 101971 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155047 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6768 members 
Mstep: Class 28 contains 187458 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31570 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28474 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1996 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 325Q: 50 clusters Score -1.54065e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168813 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 99058 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155046 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31574 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28474 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 326Q: 50 clusters Score -1.540651e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168811 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 99057 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155044 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31580 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065104.000000 Penalty: 113419.390625
Iteration 327Q: 50 clusters Score -1.540651e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168807 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99057 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 155047 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31581 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 113419.390625
Iteration 328Q: 50 clusters Score -1.540651e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168807 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99057 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155048 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31583 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 113419.390625
Iteration 329Q: 50 clusters Score -1.540651e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168808 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99057 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155047 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31584 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 330Q: 50 clusters Score -1.54065e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168808 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99056 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155048 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31585 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 331Q: 50 clusters Score -1.54065e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168807 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99056 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155048 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31586 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 332Q: 50 clusters Score -1.54065e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81197 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168806 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99056 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155049 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187457 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31588 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 333Q: 50 clusters Score -1.54065e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8052 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168806 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99056 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155049 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187458 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 334Q: 50 clusters Score -1.54065e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8051 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168806 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99056 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155050 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187460 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31590 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 335Q: 50 clusters Score -1.54065e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13068 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8051 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81197 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168805 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99055 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155051 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187463 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31590 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 336Q: 50 clusters Score -1.54065e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13069 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8050 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31157 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99054 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155052 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187463 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 337Q: 50 clusters Score -1.54065e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8050 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31156 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99051 members 
Mstep: Class 22 contains 101970 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187464 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 338Q: 50 clusters Score -1.54065e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8051 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31156 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101969 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187465 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 339Q: 50 clusters Score -1.54065e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101968 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187466 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10974 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 340F: 50 clusters Score -1.54065e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125756 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187466 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10975 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28473 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 341Q: 50 clusters Score -1.54065e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125755 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101966 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187466 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10973 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 342Q: 50 clusters Score -1.54065e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8057 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101963 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187468 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 343Q: 50 clusters Score -1.54065e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101962 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187467 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28476 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7762 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 344Q: 50 clusters Score -1.54065e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101961 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187467 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31591 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 345Q: 50 clusters Score -1.54065e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101960 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187467 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31592 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 346Q: 50 clusters Score -1.54065e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101959 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187467 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31592 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 347Q: 50 clusters Score -1.54065e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66615 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99050 members 
Mstep: Class 22 contains 101958 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187467 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31593 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 348Q: 50 clusters Score -1.540651e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14263 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66614 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99049 members 
Mstep: Class 22 contains 101959 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187467 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31594 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19098 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 349Q: 50 clusters Score -1.54065e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 81197 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99049 members 
Mstep: Class 22 contains 101958 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155052 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187466 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31598 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065072.000000 Penalty: 113419.390625
Iteration 350Q: 50 clusters Score -1.540651e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70164 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9025 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99048 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187466 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28476 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 351Q: 50 clusters Score -1.540651e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125754 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99048 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 155053 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187468 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28475 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065008.000000 Penalty: 113419.390625
Iteration 352Q: 50 clusters Score -1.54065e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70161 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 155054 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15068 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28476 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 353Q: 50 clusters Score -1.54065e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81196 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70161 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125752 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155054 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 354Q: 50 clusters Score -1.54065e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125752 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168804 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28478 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065056.000000 Penalty: 113419.390625
Iteration 355Q: 50 clusters Score -1.540651e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125752 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155056 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065040.000000 Penalty: 113419.390625
Iteration 356Q: 50 clusters Score -1.54065e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 357Q: 50 clusters Score -1.54065e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154065024.000000 Penalty: 113419.390625
Iteration 358F: 50 clusters Score -1.54065e+08 nChanged 0
Entering ConstructFrom: 
Score: -154065024.000000 Penalty: 113419.390625
Entering ConstructFrom: 
Trying to split cluster 1 (31323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Entering Unmasked Estep 
Score: -3235021.750000 Penalty: 1682.217529
	Iteration 0F: 2 clusters Score -3235022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3213893.500000 Penalty: 3364.435059
	Iteration 0F: 3 clusters Score -3213894 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3221859.250000 Penalty: 3364.435059
	Iteration 1F: 3 clusters Score -3221859 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3222316.500000 Penalty: 3364.435059
	Iteration 2Q: 3 clusters Score -3222316 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3222788.000000 Penalty: 3364.435059
	Iteration 3Q: 3 clusters Score -3222788 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3223370.250000 Penalty: 3364.435059
	Iteration 4Q: 3 clusters Score -3223370 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3224204.000000 Penalty: 3364.435059
	Iteration 5F: 3 clusters Score -3224204 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3225305.000000 Penalty: 3364.435059
	Iteration 6F: 3 clusters Score -3225305 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3226769.750000 Penalty: 3364.435059
	Iteration 7F: 3 clusters Score -3226770 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3228257.500000 Penalty: 3364.435059
	Iteration 8F: 3 clusters Score -3228258 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3229492.250000 Penalty: 3364.435059
	Iteration 9F: 3 clusters Score -3229492 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3230538.000000 Penalty: 3364.435059
	Iteration 10Q: 3 clusters Score -3230538 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3231246.750000 Penalty: 3364.435059
	Iteration 11Q: 3 clusters Score -3231247 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3231667.000000 Penalty: 3364.435059
	Iteration 12Q: 3 clusters Score -3231667 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3231949.500000 Penalty: 3364.435059
	Iteration 13Q: 3 clusters Score -3231950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3232141.750000 Penalty: 3364.435059
	Iteration 14Q: 3 clusters Score -3232142 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3232292.500000 Penalty: 3364.435059
	Iteration 15Q: 3 clusters Score -3232292 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3232443.750000 Penalty: 3364.435059
	Iteration 16Q: 3 clusters Score -3232444 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3232568.500000 Penalty: 3364.435059
	Iteration 17Q: 3 clusters Score -3232568 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3232671.250000 Penalty: 3364.435059
	Iteration 18Q: 3 clusters Score -3232671 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3232784.250000 Penalty: 3364.435059
	Iteration 19Q: 3 clusters Score -3232784 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3232902.000000 Penalty: 3364.435059
	Iteration 20F: 3 clusters Score -3232902 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3232997.000000 Penalty: 3364.435059
	Iteration 21Q: 3 clusters Score -3232997 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3233111.000000 Penalty: 3364.435059
	Iteration 22Q: 3 clusters Score -3233111 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -3233195.250000 Penalty: 3364.435059
	Iteration 23Q: 3 clusters Score -3233195 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3233291.000000 Penalty: 3364.435059
	Iteration 24Q: 3 clusters Score -3233291 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3233356.000000 Penalty: 3364.435059
	Iteration 25Q: 3 clusters Score -3233356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3233399.250000 Penalty: 3364.435059
	Iteration 26Q: 3 clusters Score -3233399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3233426.250000 Penalty: 3364.435059
	Iteration 27Q: 3 clusters Score -3233426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -3233450.500000 Penalty: 3364.435059
	Iteration 28Q: 3 clusters Score -3233450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3233483.500000 Penalty: 3364.435059
	Iteration 29Q: 3 clusters Score -3233484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3233512.000000 Penalty: 3364.435059
	Iteration 30Q: 3 clusters Score -3233512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3233537.250000 Penalty: 3364.435059
	Iteration 31Q: 3 clusters Score -3233537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3233566.250000 Penalty: 3364.435059
	Iteration 32Q: 3 clusters Score -3233566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3233587.750000 Penalty: 3364.435059
	Iteration 33Q: 3 clusters Score -3233588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3233603.250000 Penalty: 3364.435059
	Iteration 34Q: 3 clusters Score -3233603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3233624.250000 Penalty: 3364.435059
	Iteration 35Q: 3 clusters Score -3233624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3233634.750000 Penalty: 3364.435059
	Iteration 36Q: 3 clusters Score -3233635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3233646.000000 Penalty: 3364.435059
	Iteration 37Q: 3 clusters Score -3233646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3233648.750000 Penalty: 3364.435059
	Iteration 38Q: 3 clusters Score -3233649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3233651.500000 Penalty: 3364.435059
	Iteration 39Q: 3 clusters Score -3233652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3233664.250000 Penalty: 3364.435059
	Iteration 40F: 3 clusters Score -3233664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3233670.000000 Penalty: 3364.435059
	Iteration 41Q: 3 clusters Score -3233670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3233681.750000 Penalty: 3364.435059
	Iteration 42Q: 3 clusters Score -3233682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3233684.000000 Penalty: 3364.435059
	Iteration 43Q: 3 clusters Score -3233684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3233688.500000 Penalty: 3364.435059
	Iteration 44Q: 3 clusters Score -3233688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3233687.250000 Penalty: 3364.435059
	Iteration 45Q: 3 clusters Score -3233687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3233689.500000 Penalty: 3364.435059
	Iteration 46Q: 3 clusters Score -3233690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3233688.250000 Penalty: 3364.435059
	Iteration 47Q: 3 clusters Score -3233688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3233694.250000 Penalty: 3364.435059
	Iteration 48Q: 3 clusters Score -3233694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3233694.000000 Penalty: 3364.435059
	Iteration 49Q: 3 clusters Score -3233694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3233694.000000 Penalty: 3364.435059
	Iteration 50F: 3 clusters Score -3233694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Entering Unmasked Estep 
Score: -772117.625000 Penalty: 1444.445435
	Iteration 0F: 2 clusters Score -772117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -766757.562500 Penalty: 2888.890869
	Iteration 0F: 3 clusters Score -766757.6 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -768413.625000 Penalty: 2888.890869
	Iteration 1F: 3 clusters Score -768413.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -768605.687500 Penalty: 2888.890869
	Iteration 2F: 3 clusters Score -768605.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -768779.437500 Penalty: 2888.890869
	Iteration 3Q: 3 clusters Score -768779.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -768920.625000 Penalty: 2888.890869
	Iteration 4Q: 3 clusters Score -768920.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -769067.937500 Penalty: 2888.890869
	Iteration 5Q: 3 clusters Score -769067.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -769237.312500 Penalty: 2888.890869
	Iteration 6Q: 3 clusters Score -769237.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -769467.125000 Penalty: 2888.890869
	Iteration 7Q: 3 clusters Score -769467.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -769718.000000 Penalty: 2888.890869
	Iteration 8Q: 3 clusters Score -769718 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -770015.750000 Penalty: 2888.890869
	Iteration 9F: 3 clusters Score -770015.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -770287.625000 Penalty: 2888.890869
	Iteration 10Q: 3 clusters Score -770287.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -770512.062500 Penalty: 2888.890869
	Iteration 11Q: 3 clusters Score -770512.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -770675.875000 Penalty: 2888.890869
	Iteration 12Q: 3 clusters Score -770675.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -770778.625000 Penalty: 2888.890869
	Iteration 13Q: 3 clusters Score -770778.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -770842.500000 Penalty: 2888.890869
	Iteration 14Q: 3 clusters Score -770842.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -770894.500000 Penalty: 2888.890869
	Iteration 15Q: 3 clusters Score -770894.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -770935.125000 Penalty: 2888.890869
	Iteration 16Q: 3 clusters Score -770935.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -770968.375000 Penalty: 2888.890869
	Iteration 17Q: 3 clusters Score -770968.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -770992.250000 Penalty: 2888.890869
	Iteration 18Q: 3 clusters Score -770992.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -771013.812500 Penalty: 2888.890869
	Iteration 19Q: 3 clusters Score -771013.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -771030.687500 Penalty: 2888.890869
	Iteration 20F: 3 clusters Score -771030.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -771049.125000 Penalty: 2888.890869
	Iteration 21Q: 3 clusters Score -771049.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -771074.500000 Penalty: 2888.890869
	Iteration 22Q: 3 clusters Score -771074.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -771107.687500 Penalty: 2888.890869
	Iteration 23Q: 3 clusters Score -771107.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -771143.187500 Penalty: 2888.890869
	Iteration 24Q: 3 clusters Score -771143.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -771181.437500 Penalty: 2888.890869
	Iteration 25Q: 3 clusters Score -771181.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -771212.687500 Penalty: 2888.890869
	Iteration 26Q: 3 clusters Score -771212.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -771255.062500 Penalty: 2888.890869
	Iteration 27Q: 3 clusters Score -771255.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -771301.125000 Penalty: 2888.890869
	Iteration 28Q: 3 clusters Score -771301.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -771336.750000 Penalty: 2888.890869
	Iteration 29Q: 3 clusters Score -771336.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -771375.062500 Penalty: 2888.890869
	Iteration 30Q: 3 clusters Score -771375.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -771423.375000 Penalty: 2888.890869
	Iteration 31Q: 3 clusters Score -771423.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -771465.250000 Penalty: 2888.890869
	Iteration 32Q: 3 clusters Score -771465.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -771491.687500 Penalty: 2888.890869
	Iteration 33Q: 3 clusters Score -771491.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -771513.625000 Penalty: 2888.890869
	Iteration 34Q: 3 clusters Score -771513.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -771521.500000 Penalty: 2888.890869
	Iteration 35Q: 3 clusters Score -771521.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -771526.937500 Penalty: 2888.890869
	Iteration 36Q: 3 clusters Score -771526.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -771531.625000 Penalty: 2888.890869
	Iteration 37Q: 3 clusters Score -771531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -771534.187500 Penalty: 2888.890869
	Iteration 38Q: 3 clusters Score -771534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -771536.812500 Penalty: 2888.890869
	Iteration 39Q: 3 clusters Score -771536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -771537.750000 Penalty: 2888.890869
	Iteration 40F: 3 clusters Score -771537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -771538.937500 Penalty: 2888.890869
	Iteration 41Q: 3 clusters Score -771538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -771538.500000 Penalty: 2888.890869
	Iteration 42Q: 3 clusters Score -771538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -771538.500000 Penalty: 2888.890869
	Iteration 43Q: 3 clusters Score -771538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -771538.062500 Penalty: 2888.890869
	Iteration 44Q: 3 clusters Score -771538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -771537.875000 Penalty: 2888.890869
	Iteration 45Q: 3 clusters Score -771537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -771537.875000 Penalty: 2888.890869
	Iteration 46F: 3 clusters Score -771537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -528222.625000 Penalty: 1400.533203
	Iteration 0F: 2 clusters Score -528222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -523928.812500 Penalty: 2801.066406
	Iteration 0F: 3 clusters Score -523928.8 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -525399.625000 Penalty: 2801.066406
	Iteration 1F: 3 clusters Score -525399.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -525903.062500 Penalty: 2801.066406
	Iteration 2F: 3 clusters Score -525903.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -526366.562500 Penalty: 2801.066406
	Iteration 3F: 3 clusters Score -526366.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -526713.937500 Penalty: 2801.066406
	Iteration 4F: 3 clusters Score -526713.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -526971.937500 Penalty: 2801.066406
	Iteration 5F: 3 clusters Score -526971.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -527136.312500 Penalty: 2801.066406
	Iteration 6Q: 3 clusters Score -527136.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -527246.500000 Penalty: 2801.066406
	Iteration 7Q: 3 clusters Score -527246.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -527324.000000 Penalty: 2801.066406
	Iteration 8Q: 3 clusters Score -527324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -527370.562500 Penalty: 2801.066406
	Iteration 9Q: 3 clusters Score -527370.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -527400.312500 Penalty: 2801.066406
	Iteration 10Q: 3 clusters Score -527400.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -527414.125000 Penalty: 2801.066406
	Iteration 11Q: 3 clusters Score -527414.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -527425.375000 Penalty: 2801.066406
	Iteration 12Q: 3 clusters Score -527425.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -527434.125000 Penalty: 2801.066406
	Iteration 13Q: 3 clusters Score -527434.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -527437.687500 Penalty: 2801.066406
	Iteration 14Q: 3 clusters Score -527437.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -527440.625000 Penalty: 2801.066406
	Iteration 15Q: 3 clusters Score -527440.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -527442.187500 Penalty: 2801.066406
	Iteration 16Q: 3 clusters Score -527442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -527443.750000 Penalty: 2801.066406
	Iteration 17Q: 3 clusters Score -527443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -527446.250000 Penalty: 2801.066406
	Iteration 18Q: 3 clusters Score -527446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -527446.625000 Penalty: 2801.066406
	Iteration 19Q: 3 clusters Score -527446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -527448.250000 Penalty: 2801.066406
	Iteration 20F: 3 clusters Score -527448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -527448.312500 Penalty: 2801.066406
	Iteration 21Q: 3 clusters Score -527448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -527448.937500 Penalty: 2801.066406
	Iteration 22Q: 3 clusters Score -527448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -527450.437500 Penalty: 2801.066406
	Iteration 23Q: 3 clusters Score -527450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -527449.437500 Penalty: 2801.066406
	Iteration 24Q: 3 clusters Score -527449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -527450.437500 Penalty: 2801.066406
	Iteration 25Q: 3 clusters Score -527450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -527450.437500 Penalty: 2801.066406
	Iteration 26F: 3 clusters Score -527450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Entering Unmasked Estep 
Score: -1259498.375000 Penalty: 1540.199585
	Iteration 0F: 2 clusters Score -1259498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1250420.125000 Penalty: 3080.399170
	Iteration 0F: 3 clusters Score -1250420 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1253581.875000 Penalty: 3080.399170
	Iteration 1F: 3 clusters Score -1253582 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1253937.250000 Penalty: 3080.399170
	Iteration 2F: 3 clusters Score -1253937 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1254199.875000 Penalty: 3080.399170
	Iteration 3F: 3 clusters Score -1254200 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1254412.500000 Penalty: 3080.399170
	Iteration 4Q: 3 clusters Score -1254412 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1254617.375000 Penalty: 3080.399170
	Iteration 5Q: 3 clusters Score -1254617 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1254835.375000 Penalty: 3080.399170
	Iteration 6Q: 3 clusters Score -1254835 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1255084.125000 Penalty: 3080.399170
	Iteration 7Q: 3 clusters Score -1255084 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1255367.375000 Penalty: 3080.399170
	Iteration 8Q: 3 clusters Score -1255367 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1255719.625000 Penalty: 3080.399170
	Iteration 9Q: 3 clusters Score -1255720 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1256122.125000 Penalty: 3080.399170
	Iteration 10Q: 3 clusters Score -1256122 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1256470.750000 Penalty: 3080.399170
	Iteration 11Q: 3 clusters Score -1256471 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1256774.875000 Penalty: 3080.399170
	Iteration 12Q: 3 clusters Score -1256775 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1256988.625000 Penalty: 3080.399170
	Iteration 13Q: 3 clusters Score -1256989 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1257175.500000 Penalty: 3080.399170
	Iteration 14Q: 3 clusters Score -1257176 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1257345.750000 Penalty: 3080.399170
	Iteration 15Q: 3 clusters Score -1257346 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1257488.750000 Penalty: 3080.399170
	Iteration 16Q: 3 clusters Score -1257489 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1257612.500000 Penalty: 3080.399170
	Iteration 17Q: 3 clusters Score -1257612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1257711.250000 Penalty: 3080.399170
	Iteration 18Q: 3 clusters Score -1257711 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1257791.125000 Penalty: 3080.399170
	Iteration 19Q: 3 clusters Score -1257791 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1257858.875000 Penalty: 3080.399170
	Iteration 20F: 3 clusters Score -1257859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1257931.750000 Penalty: 3080.399170
	Iteration 21Q: 3 clusters Score -1257932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1257999.750000 Penalty: 3080.399170
	Iteration 22Q: 3 clusters Score -1258000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1258062.500000 Penalty: 3080.399170
	Iteration 23Q: 3 clusters Score -1258062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1258117.000000 Penalty: 3080.399170
	Iteration 24Q: 3 clusters Score -1258117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1258161.625000 Penalty: 3080.399170
	Iteration 25Q: 3 clusters Score -1258162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1258207.375000 Penalty: 3080.399170
	Iteration 26Q: 3 clusters Score -1258207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1258235.500000 Penalty: 3080.399170
	Iteration 27Q: 3 clusters Score -1258236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1258256.375000 Penalty: 3080.399170
	Iteration 28Q: 3 clusters Score -1258256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1258274.250000 Penalty: 3080.399170
	Iteration 29Q: 3 clusters Score -1258274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1258287.625000 Penalty: 3080.399170
	Iteration 30Q: 3 clusters Score -1258288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1258295.500000 Penalty: 3080.399170
	Iteration 31Q: 3 clusters Score -1258296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1258309.125000 Penalty: 3080.399170
	Iteration 32Q: 3 clusters Score -1258309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1258319.250000 Penalty: 3080.399170
	Iteration 33Q: 3 clusters Score -1258319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1258328.250000 Penalty: 3080.399170
	Iteration 34Q: 3 clusters Score -1258328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1258332.250000 Penalty: 3080.399170
	Iteration 35Q: 3 clusters Score -1258332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1258336.000000 Penalty: 3080.399170
	Iteration 36Q: 3 clusters Score -1258336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1258335.125000 Penalty: 3080.399170
	Iteration 37Q: 3 clusters Score -1258335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1258340.875000 Penalty: 3080.399170
	Iteration 38Q: 3 clusters Score -1258341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1258342.875000 Penalty: 3080.399170
	Iteration 39Q: 3 clusters Score -1258343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1258346.125000 Penalty: 3080.399170
	Iteration 40F: 3 clusters Score -1258346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1258344.625000 Penalty: 3080.399170
	Iteration 41Q: 3 clusters Score -1258345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1258349.375000 Penalty: 3080.399170
	Iteration 42Q: 3 clusters Score -1258349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1258349.625000 Penalty: 3080.399170
	Iteration 43Q: 3 clusters Score -1258350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1258348.125000 Penalty: 3080.399170
	Iteration 44Q: 3 clusters Score -1258348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1258352.750000 Penalty: 3080.399170
	Iteration 45Q: 3 clusters Score -1258353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1258353.250000 Penalty: 3080.399170
	Iteration 46Q: 3 clusters Score -1258353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1258356.375000 Penalty: 3080.399170
	Iteration 47Q: 3 clusters Score -1258356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1258358.500000 Penalty: 3080.399170
	Iteration 48Q: 3 clusters Score -1258358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1258365.250000 Penalty: 3080.399170
	Iteration 49Q: 3 clusters Score -1258365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1258366.375000 Penalty: 3080.399170
	Iteration 50Q: 3 clusters Score -1258366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1258366.250000 Penalty: 3080.399170
	Iteration 51Q: 3 clusters Score -1258366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1258366.375000 Penalty: 3080.399170
	Iteration 52Q: 3 clusters Score -1258366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1258367.250000 Penalty: 3080.399170
	Iteration 53Q: 3 clusters Score -1258367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1258367.375000 Penalty: 3080.399170
	Iteration 54Q: 3 clusters Score -1258367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1258368.125000 Penalty: 3080.399170
	Iteration 55Q: 3 clusters Score -1258368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1258368.125000 Penalty: 3080.399170
	Iteration 56F: 3 clusters Score -1258368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Entering Unmasked Estep 
Score: -1230497.250000 Penalty: 1524.167358
	Iteration 0F: 2 clusters Score -1230497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1222157.500000 Penalty: 3048.334717
	Iteration 0F: 3 clusters Score -1222158 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1225057.000000 Penalty: 3048.334717
	Iteration 1F: 3 clusters Score -1225057 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1225483.375000 Penalty: 3048.334717
	Iteration 2F: 3 clusters Score -1225483 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1225994.875000 Penalty: 3048.334717
	Iteration 3F: 3 clusters Score -1225995 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1226595.250000 Penalty: 3048.334717
	Iteration 4F: 3 clusters Score -1226595 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1227233.250000 Penalty: 3048.334717
	Iteration 5F: 3 clusters Score -1227233 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1227806.125000 Penalty: 3048.334717
	Iteration 6F: 3 clusters Score -1227806 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1228199.375000 Penalty: 3048.334717
	Iteration 7F: 3 clusters Score -1228199 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1228531.875000 Penalty: 3048.334717
	Iteration 8Q: 3 clusters Score -1228532 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1228797.000000 Penalty: 3048.334717
	Iteration 9Q: 3 clusters Score -1228797 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1229027.375000 Penalty: 3048.334717
	Iteration 10Q: 3 clusters Score -1229027 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1229223.875000 Penalty: 3048.334717
	Iteration 11Q: 3 clusters Score -1229224 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1229347.500000 Penalty: 3048.334717
	Iteration 12Q: 3 clusters Score -1229348 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1229443.750000 Penalty: 3048.334717
	Iteration 13Q: 3 clusters Score -1229444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1229514.500000 Penalty: 3048.334717
	Iteration 14Q: 3 clusters Score -1229514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1229555.125000 Penalty: 3048.334717
	Iteration 15Q: 3 clusters Score -1229555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1229580.625000 Penalty: 3048.334717
	Iteration 16Q: 3 clusters Score -1229581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1229595.375000 Penalty: 3048.334717
	Iteration 17Q: 3 clusters Score -1229595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1229606.000000 Penalty: 3048.334717
	Iteration 18Q: 3 clusters Score -1229606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1229615.375000 Penalty: 3048.334717
	Iteration 19Q: 3 clusters Score -1229615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1229620.375000 Penalty: 3048.334717
	Iteration 20F: 3 clusters Score -1229620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1229632.000000 Penalty: 3048.334717
	Iteration 21Q: 3 clusters Score -1229632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1229642.000000 Penalty: 3048.334717
	Iteration 22Q: 3 clusters Score -1229642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1229650.625000 Penalty: 3048.334717
	Iteration 23Q: 3 clusters Score -1229651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1229660.500000 Penalty: 3048.334717
	Iteration 24Q: 3 clusters Score -1229660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1229673.250000 Penalty: 3048.334717
	Iteration 25Q: 3 clusters Score -1229673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1229675.625000 Penalty: 3048.334717
	Iteration 26Q: 3 clusters Score -1229676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1229679.750000 Penalty: 3048.334717
	Iteration 27Q: 3 clusters Score -1229680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1229682.375000 Penalty: 3048.334717
	Iteration 28Q: 3 clusters Score -1229682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1229685.750000 Penalty: 3048.334717
	Iteration 29Q: 3 clusters Score -1229686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1229688.125000 Penalty: 3048.334717
	Iteration 30Q: 3 clusters Score -1229688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1229687.750000 Penalty: 3048.334717
	Iteration 31Q: 3 clusters Score -1229688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1229689.500000 Penalty: 3048.334717
	Iteration 32Q: 3 clusters Score -1229690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1229690.500000 Penalty: 3048.334717
	Iteration 33Q: 3 clusters Score -1229690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1229701.125000 Penalty: 3048.334717
	Iteration 34Q: 3 clusters Score -1229701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1229711.375000 Penalty: 3048.334717
	Iteration 35Q: 3 clusters Score -1229711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1229713.000000 Penalty: 3048.334717
	Iteration 36Q: 3 clusters Score -1229713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1229715.000000 Penalty: 3048.334717
	Iteration 37Q: 3 clusters Score -1229715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1229723.625000 Penalty: 3048.334717
	Iteration 38Q: 3 clusters Score -1229724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1229727.500000 Penalty: 3048.334717
	Iteration 39Q: 3 clusters Score -1229728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1229732.125000 Penalty: 3048.334717
	Iteration 40F: 3 clusters Score -1229732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1229732.500000 Penalty: 3048.334717
	Iteration 41Q: 3 clusters Score -1229732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1229733.250000 Penalty: 3048.334717
	Iteration 42Q: 3 clusters Score -1229733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1229735.125000 Penalty: 3048.334717
	Iteration 43Q: 3 clusters Score -1229735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1229735.500000 Penalty: 3048.334717
	Iteration 44Q: 3 clusters Score -1229736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1229738.875000 Penalty: 3048.334717
	Iteration 45Q: 3 clusters Score -1229739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1229739.750000 Penalty: 3048.334717
	Iteration 46Q: 3 clusters Score -1229740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1229743.750000 Penalty: 3048.334717
	Iteration 47Q: 3 clusters Score -1229744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1229746.125000 Penalty: 3048.334717
	Iteration 48Q: 3 clusters Score -1229746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1229746.250000 Penalty: 3048.334717
	Iteration 49Q: 3 clusters Score -1229746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1229747.500000 Penalty: 3048.334717
	Iteration 50Q: 3 clusters Score -1229748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1229751.125000 Penalty: 3048.334717
	Iteration 51Q: 3 clusters Score -1229751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1229752.500000 Penalty: 3048.334717
	Iteration 52Q: 3 clusters Score -1229752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1229753.000000 Penalty: 3048.334717
	Iteration 53Q: 3 clusters Score -1229753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1229751.375000 Penalty: 3048.334717
	Iteration 54Q: 3 clusters Score -1229751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1229755.375000 Penalty: 3048.334717
	Iteration 55Q: 3 clusters Score -1229755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1229755.625000 Penalty: 3048.334717
	Iteration 56Q: 3 clusters Score -1229756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1229757.500000 Penalty: 3048.334717
	Iteration 57Q: 3 clusters Score -1229758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1229756.125000 Penalty: 3048.334717
	Iteration 58Q: 3 clusters Score -1229756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1229756.125000 Penalty: 3048.334717
	Iteration 59F: 3 clusters Score -1229756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -780384.500000 Penalty: 1461.633667
	Iteration 0F: 2 clusters Score -780384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -774457.312500 Penalty: 2923.267334
	Iteration 0F: 3 clusters Score -774457.3 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -776583.250000 Penalty: 2923.267334
	Iteration 1F: 3 clusters Score -776583.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -777088.625000 Penalty: 2923.267334
	Iteration 2F: 3 clusters Score -777088.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -777505.250000 Penalty: 2923.267334
	Iteration 3F: 3 clusters Score -777505.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -777918.437500 Penalty: 2923.267334
	Iteration 4F: 3 clusters Score -777918.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -778281.000000 Penalty: 2923.267334
	Iteration 5F: 3 clusters Score -778281 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -778611.375000 Penalty: 2923.267334
	Iteration 6F: 3 clusters Score -778611.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -778878.812500 Penalty: 2923.267334
	Iteration 7Q: 3 clusters Score -778878.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -779111.562500 Penalty: 2923.267334
	Iteration 8Q: 3 clusters Score -779111.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -779295.437500 Penalty: 2923.267334
	Iteration 9Q: 3 clusters Score -779295.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -779435.312500 Penalty: 2923.267334
	Iteration 10Q: 3 clusters Score -779435.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -779537.875000 Penalty: 2923.267334
	Iteration 11Q: 3 clusters Score -779537.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -779615.875000 Penalty: 2923.267334
	Iteration 12Q: 3 clusters Score -779615.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -779672.000000 Penalty: 2923.267334
	Iteration 13Q: 3 clusters Score -779672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -779724.875000 Penalty: 2923.267334
	Iteration 14Q: 3 clusters Score -779724.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -779772.562500 Penalty: 2923.267334
	Iteration 15Q: 3 clusters Score -779772.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -779813.000000 Penalty: 2923.267334
	Iteration 16Q: 3 clusters Score -779813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -779844.000000 Penalty: 2923.267334
	Iteration 17Q: 3 clusters Score -779844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -779867.375000 Penalty: 2923.267334
	Iteration 18Q: 3 clusters Score -779867.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -779887.187500 Penalty: 2923.267334
	Iteration 19Q: 3 clusters Score -779887.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -779904.375000 Penalty: 2923.267334
	Iteration 20F: 3 clusters Score -779904.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -779917.062500 Penalty: 2923.267334
	Iteration 21Q: 3 clusters Score -779917.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -779931.000000 Penalty: 2923.267334
	Iteration 22Q: 3 clusters Score -779931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -779943.000000 Penalty: 2923.267334
	Iteration 23Q: 3 clusters Score -779943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -779953.812500 Penalty: 2923.267334
	Iteration 24Q: 3 clusters Score -779953.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -779959.500000 Penalty: 2923.267334
	Iteration 25Q: 3 clusters Score -779959.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -779964.562500 Penalty: 2923.267334
	Iteration 26Q: 3 clusters Score -779964.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -779966.687500 Penalty: 2923.267334
	Iteration 27Q: 3 clusters Score -779966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -779971.875000 Penalty: 2923.267334
	Iteration 28Q: 3 clusters Score -779971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -779974.375000 Penalty: 2923.267334
	Iteration 29Q: 3 clusters Score -779974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -779979.812500 Penalty: 2923.267334
	Iteration 30Q: 3 clusters Score -779979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -779981.062500 Penalty: 2923.267334
	Iteration 31Q: 3 clusters Score -779981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -779983.375000 Penalty: 2923.267334
	Iteration 32Q: 3 clusters Score -779983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -779985.562500 Penalty: 2923.267334
	Iteration 33Q: 3 clusters Score -779985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -779984.500000 Penalty: 2923.267334
	Iteration 34Q: 3 clusters Score -779984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -779987.375000 Penalty: 2923.267334
	Iteration 35Q: 3 clusters Score -779987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -779987.375000 Penalty: 2923.267334
	Iteration 36F: 3 clusters Score -779987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Entering Unmasked Estep 
Score: -1460116.375000 Penalty: 1554.358643
	Iteration 0F: 2 clusters Score -1460116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1450167.250000 Penalty: 3108.717285
	Iteration 0F: 3 clusters Score -1450167 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1453764.250000 Penalty: 3108.717285
	Iteration 1F: 3 clusters Score -1453764 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1454168.750000 Penalty: 3108.717285
	Iteration 2F: 3 clusters Score -1454169 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1454523.375000 Penalty: 3108.717285
	Iteration 3Q: 3 clusters Score -1454523 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1454914.875000 Penalty: 3108.717285
	Iteration 4Q: 3 clusters Score -1454915 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1455385.875000 Penalty: 3108.717285
	Iteration 5F: 3 clusters Score -1455386 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1455922.375000 Penalty: 3108.717285
	Iteration 6F: 3 clusters Score -1455922 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1456550.500000 Penalty: 3108.717285
	Iteration 7F: 3 clusters Score -1456550 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1457156.625000 Penalty: 3108.717285
	Iteration 8Q: 3 clusters Score -1457157 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1457671.250000 Penalty: 3108.717285
	Iteration 9Q: 3 clusters Score -1457671 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1458039.000000 Penalty: 3108.717285
	Iteration 10Q: 3 clusters Score -1458039 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1458288.250000 Penalty: 3108.717285
	Iteration 11Q: 3 clusters Score -1458288 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1458466.625000 Penalty: 3108.717285
	Iteration 12Q: 3 clusters Score -1458467 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1458573.625000 Penalty: 3108.717285
	Iteration 13Q: 3 clusters Score -1458574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1458641.875000 Penalty: 3108.717285
	Iteration 14Q: 3 clusters Score -1458642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1458686.250000 Penalty: 3108.717285
	Iteration 15Q: 3 clusters Score -1458686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1458736.250000 Penalty: 3108.717285
	Iteration 16Q: 3 clusters Score -1458736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1458768.750000 Penalty: 3108.717285
	Iteration 17Q: 3 clusters Score -1458769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1458782.875000 Penalty: 3108.717285
	Iteration 18Q: 3 clusters Score -1458783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1458796.750000 Penalty: 3108.717285
	Iteration 19Q: 3 clusters Score -1458797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1458804.750000 Penalty: 3108.717285
	Iteration 20F: 3 clusters Score -1458805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1458810.375000 Penalty: 3108.717285
	Iteration 21Q: 3 clusters Score -1458810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1458817.500000 Penalty: 3108.717285
	Iteration 22Q: 3 clusters Score -1458818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1458818.500000 Penalty: 3108.717285
	Iteration 23Q: 3 clusters Score -1458818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1458822.750000 Penalty: 3108.717285
	Iteration 24Q: 3 clusters Score -1458823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1458825.750000 Penalty: 3108.717285
	Iteration 25Q: 3 clusters Score -1458826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1458827.625000 Penalty: 3108.717285
	Iteration 26Q: 3 clusters Score -1458828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1458828.750000 Penalty: 3108.717285
	Iteration 27Q: 3 clusters Score -1458829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1458829.625000 Penalty: 3108.717285
	Iteration 28Q: 3 clusters Score -1458830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1458831.250000 Penalty: 3108.717285
	Iteration 29Q: 3 clusters Score -1458831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1458831.500000 Penalty: 3108.717285
	Iteration 30Q: 3 clusters Score -1458832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1458832.125000 Penalty: 3108.717285
	Iteration 31Q: 3 clusters Score -1458832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1458832.125000 Penalty: 3108.717285
	Iteration 32F: 3 clusters Score -1458832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Entering Unmasked Estep 
Score: -8509742.000000 Penalty: 1836.999023
	Iteration 0F: 2 clusters Score -8509742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -8455399.000000 Penalty: 3673.998047
	Iteration 0F: 3 clusters Score -8455399 nChanged 38593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -8477705.000000 Penalty: 3673.998047
	Iteration 1F: 3 clusters Score -8477705 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8478493.000000 Penalty: 3673.998047
	Iteration 2Q: 3 clusters Score -8478493 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -8479733.000000 Penalty: 3673.998047
	Iteration 3Q: 3 clusters Score -8479733 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -8481379.000000 Penalty: 3673.998047
	Iteration 4Q: 3 clusters Score -8481379 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -8483444.000000 Penalty: 3673.998047
	Iteration 5Q: 3 clusters Score -8483444 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -8486014.000000 Penalty: 3673.998047
	Iteration 6F: 3 clusters Score -8486014 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -8488793.000000 Penalty: 3673.998047
	Iteration 7F: 3 clusters Score -8488793 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -8491520.000000 Penalty: 3673.998047
	Iteration 8F: 3 clusters Score -8491520 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -8494167.000000 Penalty: 3673.998047
	Iteration 9F: 3 clusters Score -8494167 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -8496758.000000 Penalty: 3673.998047
	Iteration 10F: 3 clusters Score -8496758 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -8499453.000000 Penalty: 3673.998047
	Iteration 11Q: 3 clusters Score -8499453 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -8501889.000000 Penalty: 3673.998047
	Iteration 12Q: 3 clusters Score -8501889 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -8503927.000000 Penalty: 3673.998047
	Iteration 13Q: 3 clusters Score -8503927 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -8505520.000000 Penalty: 3673.998047
	Iteration 14Q: 3 clusters Score -8505520 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -8506678.000000 Penalty: 3673.998047
	Iteration 15Q: 3 clusters Score -8506678 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -8507345.000000 Penalty: 3673.998047
	Iteration 16Q: 3 clusters Score -8507345 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -8507655.000000 Penalty: 3673.998047
	Iteration 17Q: 3 clusters Score -8507655 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -8507835.000000 Penalty: 3673.998047
	Iteration 18Q: 3 clusters Score -8507835 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -8507948.000000 Penalty: 3673.998047
	Iteration 19Q: 3 clusters Score -8507948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -8508058.000000 Penalty: 3673.998047
	Iteration 20F: 3 clusters Score -8508058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -8508125.000000 Penalty: 3673.998047
	Iteration 21Q: 3 clusters Score -8508125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -8508172.000000 Penalty: 3673.998047
	Iteration 22Q: 3 clusters Score -8508172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -8508195.000000 Penalty: 3673.998047
	Iteration 23Q: 3 clusters Score -8508195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -8508203.000000 Penalty: 3673.998047
	Iteration 24Q: 3 clusters Score -8508203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -8508230.000000 Penalty: 3673.998047
	Iteration 25Q: 3 clusters Score -8508230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -8508231.000000 Penalty: 3673.998047
	Iteration 26Q: 3 clusters Score -8508231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -8508239.000000 Penalty: 3673.998047
	Iteration 27Q: 3 clusters Score -8508239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -8508237.000000 Penalty: 3673.998047
	Iteration 28Q: 3 clusters Score -8508237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -8508246.000000 Penalty: 3673.998047
	Iteration 29Q: 3 clusters Score -8508246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -8508250.000000 Penalty: 3673.998047
	Iteration 30Q: 3 clusters Score -8508250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -8508252.000000 Penalty: 3673.998047
	Iteration 31Q: 3 clusters Score -8508252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -8508253.000000 Penalty: 3673.998047
	Iteration 32Q: 3 clusters Score -8508253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -8508249.000000 Penalty: 3673.998047
	Iteration 33Q: 3 clusters Score -8508249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -8508247.000000 Penalty: 3673.998047
	Iteration 34Q: 3 clusters Score -8508247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -8508247.000000 Penalty: 3673.998047
	Iteration 35F: 3 clusters Score -8508247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Entering Unmasked Estep 
Score: -609377.687500 Penalty: 1425.825806
	Iteration 0F: 2 clusters Score -609377.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -604403.500000 Penalty: 2851.651611
	Iteration 0F: 3 clusters Score -604403.5 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -605939.250000 Penalty: 2851.651611
	Iteration 1F: 3 clusters Score -605939.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -606194.250000 Penalty: 2851.651611
	Iteration 2F: 3 clusters Score -606194.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -606444.937500 Penalty: 2851.651611
	Iteration 3F: 3 clusters Score -606444.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -606677.750000 Penalty: 2851.651611
	Iteration 4F: 3 clusters Score -606677.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -606960.812500 Penalty: 2851.651611
	Iteration 5F: 3 clusters Score -606960.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -607339.937500 Penalty: 2851.651611
	Iteration 6F: 3 clusters Score -607339.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -607835.937500 Penalty: 2851.651611
	Iteration 7F: 3 clusters Score -607835.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -608279.937500 Penalty: 2851.651611
	Iteration 8F: 3 clusters Score -608279.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -608546.687500 Penalty: 2851.651611
	Iteration 9F: 3 clusters Score -608546.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -608694.875000 Penalty: 2851.651611
	Iteration 10Q: 3 clusters Score -608694.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -608791.750000 Penalty: 2851.651611
	Iteration 11Q: 3 clusters Score -608791.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -608848.437500 Penalty: 2851.651611
	Iteration 12Q: 3 clusters Score -608848.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -608882.000000 Penalty: 2851.651611
	Iteration 13Q: 3 clusters Score -608882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -608913.750000 Penalty: 2851.651611
	Iteration 14Q: 3 clusters Score -608913.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -608935.500000 Penalty: 2851.651611
	Iteration 15Q: 3 clusters Score -608935.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -608956.750000 Penalty: 2851.651611
	Iteration 16Q: 3 clusters Score -608956.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -608975.937500 Penalty: 2851.651611
	Iteration 17Q: 3 clusters Score -608975.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -608983.937500 Penalty: 2851.651611
	Iteration 18Q: 3 clusters Score -608983.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -608990.125000 Penalty: 2851.651611
	Iteration 19Q: 3 clusters Score -608990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -608993.062500 Penalty: 2851.651611
	Iteration 20F: 3 clusters Score -608993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -608992.937500 Penalty: 2851.651611
	Iteration 21Q: 3 clusters Score -608992.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -608996.187500 Penalty: 2851.651611
	Iteration 22Q: 3 clusters Score -608996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -608999.312500 Penalty: 2851.651611
	Iteration 23Q: 3 clusters Score -608999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -608998.625000 Penalty: 2851.651611
	Iteration 24Q: 3 clusters Score -608998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -608998.750000 Penalty: 2851.651611
	Iteration 25Q: 3 clusters Score -608998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -608998.250000 Penalty: 2851.651611
	Iteration 26Q: 3 clusters Score -608998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -608998.000000 Penalty: 2851.651611
	Iteration 27Q: 3 clusters Score -608998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -608998.562500 Penalty: 2851.651611
	Iteration 28Q: 3 clusters Score -608998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -608998.562500 Penalty: 2851.651611
	Iteration 29F: 3 clusters Score -608998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Entering Unmasked Estep 
Score: -7352307.500000 Penalty: 1813.261841
	Iteration 0F: 2 clusters Score -7352308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -7305284.000000 Penalty: 3626.523682
	Iteration 0F: 3 clusters Score -7305284 nChanged 33307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -7324872.500000 Penalty: 3626.523682
	Iteration 1F: 3 clusters Score -7324872 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -7325890.000000 Penalty: 3626.523682
	Iteration 2Q: 3 clusters Score -7325890 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7327159.000000 Penalty: 3626.523682
	Iteration 3Q: 3 clusters Score -7327159 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -7328476.500000 Penalty: 3626.523682
	Iteration 4Q: 3 clusters Score -7328476 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -7329906.500000 Penalty: 3626.523682
	Iteration 5Q: 3 clusters Score -7329906 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -7331250.500000 Penalty: 3626.523682
	Iteration 6Q: 3 clusters Score -7331250 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7332456.500000 Penalty: 3626.523682
	Iteration 7Q: 3 clusters Score -7332456 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -7333486.500000 Penalty: 3626.523682
	Iteration 8Q: 3 clusters Score -7333486 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -7334364.500000 Penalty: 3626.523682
	Iteration 9Q: 3 clusters Score -7334364 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -7335172.000000 Penalty: 3626.523682
	Iteration 10Q: 3 clusters Score -7335172 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -7336029.500000 Penalty: 3626.523682
	Iteration 11Q: 3 clusters Score -7336030 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7337079.500000 Penalty: 3626.523682
	Iteration 12Q: 3 clusters Score -7337080 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -7338491.000000 Penalty: 3626.523682
	Iteration 13Q: 3 clusters Score -7338491 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -7340343.000000 Penalty: 3626.523682
	Iteration 14Q: 3 clusters Score -7340343 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -7342401.000000 Penalty: 3626.523682
	Iteration 15Q: 3 clusters Score -7342401 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -7344663.000000 Penalty: 3626.523682
	Iteration 16Q: 3 clusters Score -7344663 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -7346662.500000 Penalty: 3626.523682
	Iteration 17Q: 3 clusters Score -7346662 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7348170.500000 Penalty: 3626.523682
	Iteration 18Q: 3 clusters Score -7348170 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7349280.500000 Penalty: 3626.523682
	Iteration 19Q: 3 clusters Score -7349280 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7349950.000000 Penalty: 3626.523682
	Iteration 20F: 3 clusters Score -7349950 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7350309.500000 Penalty: 3626.523682
	Iteration 21Q: 3 clusters Score -7350310 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7350492.000000 Penalty: 3626.523682
	Iteration 22Q: 3 clusters Score -7350492 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7350610.500000 Penalty: 3626.523682
	Iteration 23Q: 3 clusters Score -7350610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7350656.500000 Penalty: 3626.523682
	Iteration 24Q: 3 clusters Score -7350656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7350705.000000 Penalty: 3626.523682
	Iteration 25Q: 3 clusters Score -7350705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7350741.000000 Penalty: 3626.523682
	Iteration 26Q: 3 clusters Score -7350741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7350751.000000 Penalty: 3626.523682
	Iteration 27Q: 3 clusters Score -7350751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7350770.500000 Penalty: 3626.523682
	Iteration 28Q: 3 clusters Score -7350770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7350784.000000 Penalty: 3626.523682
	Iteration 29Q: 3 clusters Score -7350784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7350802.000000 Penalty: 3626.523682
	Iteration 30Q: 3 clusters Score -7350802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7350812.500000 Penalty: 3626.523682
	Iteration 31Q: 3 clusters Score -7350812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7350818.500000 Penalty: 3626.523682
	Iteration 32Q: 3 clusters Score -7350818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7350818.500000 Penalty: 3626.523682
	Iteration 33Q: 3 clusters Score -7350818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7350824.000000 Penalty: 3626.523682
	Iteration 34Q: 3 clusters Score -7350824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7350847.500000 Penalty: 3626.523682
	Iteration 35Q: 3 clusters Score -7350848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7350856.500000 Penalty: 3626.523682
	Iteration 36Q: 3 clusters Score -7350856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7350856.000000 Penalty: 3626.523682
	Iteration 37Q: 3 clusters Score -7350856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7350868.000000 Penalty: 3626.523682
	Iteration 38Q: 3 clusters Score -7350868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7350865.500000 Penalty: 3626.523682
	Iteration 39Q: 3 clusters Score -7350866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7350881.500000 Penalty: 3626.523682
	Iteration 40F: 3 clusters Score -7350882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7350877.500000 Penalty: 3626.523682
	Iteration 41Q: 3 clusters Score -7350878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7350877.500000 Penalty: 3626.523682
	Iteration 42Q: 3 clusters Score -7350878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7350877.500000 Penalty: 3626.523682
	Iteration 43Q: 3 clusters Score -7350878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7350881.000000 Penalty: 3626.523682
	Iteration 44Q: 3 clusters Score -7350881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7350892.000000 Penalty: 3626.523682
	Iteration 45Q: 3 clusters Score -7350892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7350886.500000 Penalty: 3626.523682
	Iteration 46Q: 3 clusters Score -7350886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7350882.500000 Penalty: 3626.523682
	Iteration 47Q: 3 clusters Score -7350882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7350890.000000 Penalty: 3626.523682
	Iteration 48Q: 3 clusters Score -7350890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7350894.500000 Penalty: 3626.523682
	Iteration 49Q: 3 clusters Score -7350894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7350901.000000 Penalty: 3626.523682
	Iteration 50Q: 3 clusters Score -7350901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7350898.500000 Penalty: 3626.523682
	Iteration 51Q: 3 clusters Score -7350898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7350898.500000 Penalty: 3626.523682
	Iteration 52F: 3 clusters Score -7350898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Entering Unmasked Estep 
Score: -2853414.250000 Penalty: 1660.811157
	Iteration 0F: 2 clusters Score -2853414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2834710.500000 Penalty: 3321.622314
	Iteration 0F: 3 clusters Score -2834710 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2841697.000000 Penalty: 3321.622314
	Iteration 1F: 3 clusters Score -2841697 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2842165.750000 Penalty: 3321.622314
	Iteration 2Q: 3 clusters Score -2842166 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2842685.250000 Penalty: 3321.622314
	Iteration 3Q: 3 clusters Score -2842685 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2843334.250000 Penalty: 3321.622314
	Iteration 4F: 3 clusters Score -2843334 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2844250.500000 Penalty: 3321.622314
	Iteration 5F: 3 clusters Score -2844250 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2845479.000000 Penalty: 3321.622314
	Iteration 6F: 3 clusters Score -2845479 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2847073.500000 Penalty: 3321.622314
	Iteration 7F: 3 clusters Score -2847074 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2848768.000000 Penalty: 3321.622314
	Iteration 8F: 3 clusters Score -2848768 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2850176.750000 Penalty: 3321.622314
	Iteration 9F: 3 clusters Score -2850177 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -2851015.500000 Penalty: 3321.622314
	Iteration 10Q: 3 clusters Score -2851016 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2851443.000000 Penalty: 3321.622314
	Iteration 11Q: 3 clusters Score -2851443 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2851683.750000 Penalty: 3321.622314
	Iteration 12Q: 3 clusters Score -2851684 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2851825.000000 Penalty: 3321.622314
	Iteration 13Q: 3 clusters Score -2851825 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2851941.000000 Penalty: 3321.622314
	Iteration 14Q: 3 clusters Score -2851941 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2852018.500000 Penalty: 3321.622314
	Iteration 15Q: 3 clusters Score -2852018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2852102.250000 Penalty: 3321.622314
	Iteration 16Q: 3 clusters Score -2852102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2852171.000000 Penalty: 3321.622314
	Iteration 17Q: 3 clusters Score -2852171 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2852235.750000 Penalty: 3321.622314
	Iteration 18Q: 3 clusters Score -2852236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -2852303.000000 Penalty: 3321.622314
	Iteration 19Q: 3 clusters Score -2852303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2852354.000000 Penalty: 3321.622314
	Iteration 20F: 3 clusters Score -2852354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -2852402.750000 Penalty: 3321.622314
	Iteration 21Q: 3 clusters Score -2852403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2852426.000000 Penalty: 3321.622314
	Iteration 22Q: 3 clusters Score -2852426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2852457.500000 Penalty: 3321.622314
	Iteration 23Q: 3 clusters Score -2852458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2852471.750000 Penalty: 3321.622314
	Iteration 24Q: 3 clusters Score -2852472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2852499.750000 Penalty: 3321.622314
	Iteration 25Q: 3 clusters Score -2852500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2852518.500000 Penalty: 3321.622314
	Iteration 26Q: 3 clusters Score -2852518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2852533.750000 Penalty: 3321.622314
	Iteration 27Q: 3 clusters Score -2852534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2852545.750000 Penalty: 3321.622314
	Iteration 28Q: 3 clusters Score -2852546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2852544.750000 Penalty: 3321.622314
	Iteration 29Q: 3 clusters Score -2852545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2852548.250000 Penalty: 3321.622314
	Iteration 30Q: 3 clusters Score -2852548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2852549.750000 Penalty: 3321.622314
	Iteration 31Q: 3 clusters Score -2852550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2852549.250000 Penalty: 3321.622314
	Iteration 32Q: 3 clusters Score -2852549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2852549.750000 Penalty: 3321.622314
	Iteration 33Q: 3 clusters Score -2852550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2852551.750000 Penalty: 3321.622314
	Iteration 34Q: 3 clusters Score -2852552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2852554.000000 Penalty: 3321.622314
	Iteration 35Q: 3 clusters Score -2852554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2852551.000000 Penalty: 3321.622314
	Iteration 36Q: 3 clusters Score -2852551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2852551.250000 Penalty: 3321.622314
	Iteration 37Q: 3 clusters Score -2852551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2852555.750000 Penalty: 3321.622314
	Iteration 38Q: 3 clusters Score -2852556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2852555.750000 Penalty: 3321.622314
	Iteration 39F: 3 clusters Score -2852556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -335792.562500 Penalty: 1326.223389
	Iteration 0F: 2 clusters Score -335792.6 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 1713 members 
Entering Unmasked Estep 
Score: -332833.250000 Penalty: 2652.446777
	Iteration 0F: 3 clusters Score -332833.2 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -333643.656250 Penalty: 2652.446777
	Iteration 1F: 3 clusters Score -333643.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -333855.156250 Penalty: 2652.446777
	Iteration 2F: 3 clusters Score -333855.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -334081.125000 Penalty: 2652.446777
	Iteration 3F: 3 clusters Score -334081.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -334288.156250 Penalty: 2652.446777
	Iteration 4F: 3 clusters Score -334288.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -334512.968750 Penalty: 2652.446777
	Iteration 5F: 3 clusters Score -334513 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -334663.593750 Penalty: 2652.446777
	Iteration 6Q: 3 clusters Score -334663.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -334796.000000 Penalty: 2652.446777
	Iteration 7Q: 3 clusters Score -334796 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -334925.218750 Penalty: 2652.446777
	Iteration 8Q: 3 clusters Score -334925.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -334988.875000 Penalty: 2652.446777
	Iteration 9Q: 3 clusters Score -334988.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -335026.875000 Penalty: 2652.446777
	Iteration 10Q: 3 clusters Score -335026.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -335058.500000 Penalty: 2652.446777
	Iteration 11Q: 3 clusters Score -335058.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -335077.750000 Penalty: 2652.446777
	Iteration 12Q: 3 clusters Score -335077.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -335090.312500 Penalty: 2652.446777
	Iteration 13Q: 3 clusters Score -335090.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -335100.687500 Penalty: 2652.446777
	Iteration 14Q: 3 clusters Score -335100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -335107.312500 Penalty: 2652.446777
	Iteration 15Q: 3 clusters Score -335107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -335110.750000 Penalty: 2652.446777
	Iteration 16Q: 3 clusters Score -335110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -335112.625000 Penalty: 2652.446777
	Iteration 17Q: 3 clusters Score -335112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -335115.875000 Penalty: 2652.446777
	Iteration 18Q: 3 clusters Score -335115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -335120.000000 Penalty: 2652.446777
	Iteration 19Q: 3 clusters Score -335120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -335122.312500 Penalty: 2652.446777
	Iteration 20F: 3 clusters Score -335122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -335123.500000 Penalty: 2652.446777
	Iteration 21Q: 3 clusters Score -335123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -335124.812500 Penalty: 2652.446777
	Iteration 22Q: 3 clusters Score -335124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -335126.500000 Penalty: 2652.446777
	Iteration 23Q: 3 clusters Score -335126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -335126.500000 Penalty: 2652.446777
	Iteration 24F: 3 clusters Score -335126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -523024.093750 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -523024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -518865.718750 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -518865.7 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -520199.437500 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -520199.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -520445.218750 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -520445.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -520660.968750 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -520661 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -520894.031250 Penalty: 2787.515381
	Iteration 4F: 3 clusters Score -520894 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -521097.406250 Penalty: 2787.515381
	Iteration 5Q: 3 clusters Score -521097.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -521259.343750 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -521259.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -521390.593750 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -521390.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -521563.906250 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -521563.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -521781.281250 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -521781.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -521944.531250 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -521944.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -522034.062500 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -522034.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -522092.562500 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -522092.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -522132.593750 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -522132.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -522165.750000 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -522165.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -522190.781250 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -522190.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -522219.812500 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -522219.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -522247.312500 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -522247.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -522271.093750 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -522271.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -522299.687500 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -522299.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -522322.687500 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -522322.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -522350.031250 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -522350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -522376.875000 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -522376.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -522400.906250 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -522400.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -522423.937500 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -522423.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -522444.093750 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -522444.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -522462.531250 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -522462.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -522479.843750 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -522479.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -522494.812500 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -522494.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -522514.843750 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -522514.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -522538.156250 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -522538.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -522558.500000 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -522558.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -522570.093750 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -522570.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -522583.468750 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -522583.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -522592.062500 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -522592.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -522596.781250 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -522596.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -522602.781250 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -522602.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -522609.656250 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -522609.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -522616.031250 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -522616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -522620.656250 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -522620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -522626.093750 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -522626.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -522628.000000 Penalty: 2787.515381
	Iteration 41Q: 3 clusters Score -522628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -522630.812500 Penalty: 2787.515381
	Iteration 42Q: 3 clusters Score -522630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -522632.781250 Penalty: 2787.515381
	Iteration 43Q: 3 clusters Score -522632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -522633.843750 Penalty: 2787.515381
	Iteration 44Q: 3 clusters Score -522633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -522635.781250 Penalty: 2787.515381
	Iteration 45Q: 3 clusters Score -522635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -522637.406250 Penalty: 2787.515381
	Iteration 46Q: 3 clusters Score -522637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -522638.656250 Penalty: 2787.515381
	Iteration 47Q: 3 clusters Score -522638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -522640.187500 Penalty: 2787.515381
	Iteration 48Q: 3 clusters Score -522640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -522640.156250 Penalty: 2787.515381
	Iteration 49Q: 3 clusters Score -522640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -522641.687500 Penalty: 2787.515381
	Iteration 50Q: 3 clusters Score -522641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -522642.562500 Penalty: 2787.515381
	Iteration 51Q: 3 clusters Score -522642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -522646.656250 Penalty: 2787.515381
	Iteration 52Q: 3 clusters Score -522646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522647.812500 Penalty: 2787.515381
	Iteration 53Q: 3 clusters Score -522647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -522649.843750 Penalty: 2787.515381
	Iteration 54Q: 3 clusters Score -522649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -522652.312500 Penalty: 2787.515381
	Iteration 55Q: 3 clusters Score -522652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -522654.812500 Penalty: 2787.515381
	Iteration 56Q: 3 clusters Score -522654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -522657.500000 Penalty: 2787.515381
	Iteration 57Q: 3 clusters Score -522657.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -522663.156250 Penalty: 2787.515381
	Iteration 58Q: 3 clusters Score -522663.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -522667.906250 Penalty: 2787.515381
	Iteration 59Q: 3 clusters Score -522667.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -522673.218750 Penalty: 2787.515381
	Iteration 60F: 3 clusters Score -522673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -522676.656250 Penalty: 2787.515381
	Iteration 61Q: 3 clusters Score -522676.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -522682.031250 Penalty: 2787.515381
	Iteration 62Q: 3 clusters Score -522682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -522685.718750 Penalty: 2787.515381
	Iteration 63Q: 3 clusters Score -522685.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -522686.781250 Penalty: 2787.515381
	Iteration 64Q: 3 clusters Score -522686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -522687.906250 Penalty: 2787.515381
	Iteration 65Q: 3 clusters Score -522687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -522688.687500 Penalty: 2787.515381
	Iteration 66Q: 3 clusters Score -522688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -522689.593750 Penalty: 2787.515381
	Iteration 67Q: 3 clusters Score -522689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -522690.250000 Penalty: 2787.515381
	Iteration 68Q: 3 clusters Score -522690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -522690.750000 Penalty: 2787.515381
	Iteration 69Q: 3 clusters Score -522690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -522691.187500 Penalty: 2787.515381
	Iteration 70Q: 3 clusters Score -522691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -522690.687500 Penalty: 2787.515381
	Iteration 71Q: 3 clusters Score -522690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -522691.593750 Penalty: 2787.515381
	Iteration 72Q: 3 clusters Score -522691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -522692.875000 Penalty: 2787.515381
	Iteration 73Q: 3 clusters Score -522692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -522692.750000 Penalty: 2787.515381
	Iteration 74Q: 3 clusters Score -522692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -522691.437500 Penalty: 2787.515381
	Iteration 75Q: 3 clusters Score -522691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -522691.437500 Penalty: 2787.515381
	Iteration 76F: 3 clusters Score -522691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Entering Unmasked Estep 
Score: -945625.437500 Penalty: 1479.992065
	Iteration 0F: 2 clusters Score -945625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -939090.125000 Penalty: 2959.984131
	Iteration 0F: 3 clusters Score -939090.1 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -941199.437500 Penalty: 2959.984131
	Iteration 1F: 3 clusters Score -941199.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -941552.812500 Penalty: 2959.984131
	Iteration 2F: 3 clusters Score -941552.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -941893.000000 Penalty: 2959.984131
	Iteration 3F: 3 clusters Score -941893 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -942295.250000 Penalty: 2959.984131
	Iteration 4F: 3 clusters Score -942295.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -942711.500000 Penalty: 2959.984131
	Iteration 5F: 3 clusters Score -942711.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -943157.812500 Penalty: 2959.984131
	Iteration 6F: 3 clusters Score -943157.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -943542.562500 Penalty: 2959.984131
	Iteration 7F: 3 clusters Score -943542.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -943838.625000 Penalty: 2959.984131
	Iteration 8Q: 3 clusters Score -943838.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -944052.437500 Penalty: 2959.984131
	Iteration 9Q: 3 clusters Score -944052.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -944225.000000 Penalty: 2959.984131
	Iteration 10Q: 3 clusters Score -944225 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -944331.875000 Penalty: 2959.984131
	Iteration 11Q: 3 clusters Score -944331.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -944416.875000 Penalty: 2959.984131
	Iteration 12Q: 3 clusters Score -944416.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -944487.875000 Penalty: 2959.984131
	Iteration 13Q: 3 clusters Score -944487.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -944549.875000 Penalty: 2959.984131
	Iteration 14Q: 3 clusters Score -944549.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -944604.250000 Penalty: 2959.984131
	Iteration 15Q: 3 clusters Score -944604.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -944643.812500 Penalty: 2959.984131
	Iteration 16Q: 3 clusters Score -944643.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -944656.312500 Penalty: 2959.984131
	Iteration 17Q: 3 clusters Score -944656.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -944663.625000 Penalty: 2959.984131
	Iteration 18Q: 3 clusters Score -944663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -944666.312500 Penalty: 2959.984131
	Iteration 19Q: 3 clusters Score -944666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -944669.812500 Penalty: 2959.984131
	Iteration 20F: 3 clusters Score -944669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -944672.000000 Penalty: 2959.984131
	Iteration 21Q: 3 clusters Score -944672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -944674.312500 Penalty: 2959.984131
	Iteration 22Q: 3 clusters Score -944674.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -944673.187500 Penalty: 2959.984131
	Iteration 23Q: 3 clusters Score -944673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -944675.937500 Penalty: 2959.984131
	Iteration 24Q: 3 clusters Score -944675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -944676.375000 Penalty: 2959.984131
	Iteration 25Q: 3 clusters Score -944676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -944676.375000 Penalty: 2959.984131
	Iteration 26F: 3 clusters Score -944676.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Entering Unmasked Estep 
Score: -3166336.250000 Penalty: 1681.343628
	Iteration 0F: 2 clusters Score -3166336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3145416.750000 Penalty: 3362.687256
	Iteration 0F: 3 clusters Score -3145417 nChanged 14346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3153718.250000 Penalty: 3362.687256
	Iteration 1F: 3 clusters Score -3153718 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3154342.750000 Penalty: 3362.687256
	Iteration 2F: 3 clusters Score -3154343 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3154995.500000 Penalty: 3362.687256
	Iteration 3Q: 3 clusters Score -3154996 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3155693.500000 Penalty: 3362.687256
	Iteration 4Q: 3 clusters Score -3155694 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3156444.500000 Penalty: 3362.687256
	Iteration 5Q: 3 clusters Score -3156444 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3157314.500000 Penalty: 3362.687256
	Iteration 6F: 3 clusters Score -3157314 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3158243.250000 Penalty: 3362.687256
	Iteration 7F: 3 clusters Score -3158243 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3159136.250000 Penalty: 3362.687256
	Iteration 8F: 3 clusters Score -3159136 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3159794.000000 Penalty: 3362.687256
	Iteration 9Q: 3 clusters Score -3159794 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3160123.250000 Penalty: 3362.687256
	Iteration 10Q: 3 clusters Score -3160123 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3160310.250000 Penalty: 3362.687256
	Iteration 11Q: 3 clusters Score -3160310 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3160402.500000 Penalty: 3362.687256
	Iteration 12Q: 3 clusters Score -3160402 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3160446.250000 Penalty: 3362.687256
	Iteration 13Q: 3 clusters Score -3160446 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3160500.250000 Penalty: 3362.687256
	Iteration 14Q: 3 clusters Score -3160500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3160534.250000 Penalty: 3362.687256
	Iteration 15Q: 3 clusters Score -3160534 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3160581.250000 Penalty: 3362.687256
	Iteration 16Q: 3 clusters Score -3160581 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3160609.250000 Penalty: 3362.687256
	Iteration 17Q: 3 clusters Score -3160609 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3160653.500000 Penalty: 3362.687256
	Iteration 18Q: 3 clusters Score -3160654 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3160691.750000 Penalty: 3362.687256
	Iteration 19Q: 3 clusters Score -3160692 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3160735.000000 Penalty: 3362.687256
	Iteration 20F: 3 clusters Score -3160735 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3160776.750000 Penalty: 3362.687256
	Iteration 21Q: 3 clusters Score -3160777 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3160810.250000 Penalty: 3362.687256
	Iteration 22Q: 3 clusters Score -3160810 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3160860.250000 Penalty: 3362.687256
	Iteration 23Q: 3 clusters Score -3160860 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3160920.750000 Penalty: 3362.687256
	Iteration 24Q: 3 clusters Score -3160921 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3160978.500000 Penalty: 3362.687256
	Iteration 25Q: 3 clusters Score -3160978 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3161065.500000 Penalty: 3362.687256
	Iteration 26Q: 3 clusters Score -3161066 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3161157.250000 Penalty: 3362.687256
	Iteration 27Q: 3 clusters Score -3161157 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3161280.000000 Penalty: 3362.687256
	Iteration 28Q: 3 clusters Score -3161280 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3161387.500000 Penalty: 3362.687256
	Iteration 29Q: 3 clusters Score -3161388 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3161537.750000 Penalty: 3362.687256
	Iteration 30Q: 3 clusters Score -3161538 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3161728.000000 Penalty: 3362.687256
	Iteration 31Q: 3 clusters Score -3161728 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3161898.250000 Penalty: 3362.687256
	Iteration 32Q: 3 clusters Score -3161898 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3162094.250000 Penalty: 3362.687256
	Iteration 33Q: 3 clusters Score -3162094 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3162280.250000 Penalty: 3362.687256
	Iteration 34Q: 3 clusters Score -3162280 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3162516.250000 Penalty: 3362.687256
	Iteration 35Q: 3 clusters Score -3162516 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3162733.750000 Penalty: 3362.687256
	Iteration 36Q: 3 clusters Score -3162734 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3162957.500000 Penalty: 3362.687256
	Iteration 37Q: 3 clusters Score -3162958 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3163194.750000 Penalty: 3362.687256
	Iteration 38Q: 3 clusters Score -3163195 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3163470.500000 Penalty: 3362.687256
	Iteration 39Q: 3 clusters Score -3163470 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3163731.750000 Penalty: 3362.687256
	Iteration 40F: 3 clusters Score -3163732 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3163983.500000 Penalty: 3362.687256
	Iteration 41Q: 3 clusters Score -3163984 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3164190.500000 Penalty: 3362.687256
	Iteration 42Q: 3 clusters Score -3164190 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3164371.500000 Penalty: 3362.687256
	Iteration 43Q: 3 clusters Score -3164372 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3164517.000000 Penalty: 3362.687256
	Iteration 44Q: 3 clusters Score -3164517 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3164661.500000 Penalty: 3362.687256
	Iteration 45Q: 3 clusters Score -3164662 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3164784.500000 Penalty: 3362.687256
	Iteration 46Q: 3 clusters Score -3164784 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3164866.750000 Penalty: 3362.687256
	Iteration 47Q: 3 clusters Score -3164867 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3164932.500000 Penalty: 3362.687256
	Iteration 48Q: 3 clusters Score -3164932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3164988.750000 Penalty: 3362.687256
	Iteration 49Q: 3 clusters Score -3164989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3165052.500000 Penalty: 3362.687256
	Iteration 50Q: 3 clusters Score -3165052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3165094.500000 Penalty: 3362.687256
	Iteration 51Q: 3 clusters Score -3165094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3165129.500000 Penalty: 3362.687256
	Iteration 52Q: 3 clusters Score -3165130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3165170.000000 Penalty: 3362.687256
	Iteration 53Q: 3 clusters Score -3165170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3165197.750000 Penalty: 3362.687256
	Iteration 54Q: 3 clusters Score -3165198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3165217.000000 Penalty: 3362.687256
	Iteration 55Q: 3 clusters Score -3165217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3165235.250000 Penalty: 3362.687256
	Iteration 56Q: 3 clusters Score -3165235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3165245.750000 Penalty: 3362.687256
	Iteration 57Q: 3 clusters Score -3165246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3165259.750000 Penalty: 3362.687256
	Iteration 58Q: 3 clusters Score -3165260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3165267.500000 Penalty: 3362.687256
	Iteration 59Q: 3 clusters Score -3165268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3165275.000000 Penalty: 3362.687256
	Iteration 60F: 3 clusters Score -3165275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3165281.000000 Penalty: 3362.687256
	Iteration 61Q: 3 clusters Score -3165281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3165287.250000 Penalty: 3362.687256
	Iteration 62Q: 3 clusters Score -3165287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3165292.500000 Penalty: 3362.687256
	Iteration 63Q: 3 clusters Score -3165292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3165299.000000 Penalty: 3362.687256
	Iteration 64Q: 3 clusters Score -3165299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3165302.000000 Penalty: 3362.687256
	Iteration 65Q: 3 clusters Score -3165302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3165303.750000 Penalty: 3362.687256
	Iteration 66Q: 3 clusters Score -3165304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3165304.750000 Penalty: 3362.687256
	Iteration 67Q: 3 clusters Score -3165305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3165305.250000 Penalty: 3362.687256
	Iteration 68Q: 3 clusters Score -3165305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3165304.750000 Penalty: 3362.687256
	Iteration 69Q: 3 clusters Score -3165305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3165308.250000 Penalty: 3362.687256
	Iteration 70Q: 3 clusters Score -3165308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3165306.750000 Penalty: 3362.687256
	Iteration 71Q: 3 clusters Score -3165307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3165312.500000 Penalty: 3362.687256
	Iteration 72Q: 3 clusters Score -3165312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3165313.750000 Penalty: 3362.687256
	Iteration 73Q: 3 clusters Score -3165314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3165313.750000 Penalty: 3362.687256
	Iteration 74Q: 3 clusters Score -3165314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3165313.750000 Penalty: 3362.687256
	Iteration 75F: 3 clusters Score -3165314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Entering Unmasked Estep 
Score: -4001819.500000 Penalty: 1715.805420
	Iteration 0F: 2 clusters Score -4001820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3976127.500000 Penalty: 3431.610840
	Iteration 0F: 3 clusters Score -3976128 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3986098.500000 Penalty: 3431.610840
	Iteration 1F: 3 clusters Score -3986098 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3986575.250000 Penalty: 3431.610840
	Iteration 2Q: 3 clusters Score -3986575 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3987159.000000 Penalty: 3431.610840
	Iteration 3Q: 3 clusters Score -3987159 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3987901.750000 Penalty: 3431.610840
	Iteration 4Q: 3 clusters Score -3987902 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3989154.000000 Penalty: 3431.610840
	Iteration 5F: 3 clusters Score -3989154 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3990995.000000 Penalty: 3431.610840
	Iteration 6F: 3 clusters Score -3990995 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3993429.500000 Penalty: 3431.610840
	Iteration 7F: 3 clusters Score -3993430 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3995920.500000 Penalty: 3431.610840
	Iteration 8F: 3 clusters Score -3995920 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3997761.000000 Penalty: 3431.610840
	Iteration 9F: 3 clusters Score -3997761 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3998938.250000 Penalty: 3431.610840
	Iteration 10Q: 3 clusters Score -3998938 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3999599.500000 Penalty: 3431.610840
	Iteration 11Q: 3 clusters Score -3999600 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3999954.000000 Penalty: 3431.610840
	Iteration 12Q: 3 clusters Score -3999954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4000176.000000 Penalty: 3431.610840
	Iteration 13Q: 3 clusters Score -4000176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4000303.000000 Penalty: 3431.610840
	Iteration 14Q: 3 clusters Score -4000303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4000353.500000 Penalty: 3431.610840
	Iteration 15Q: 3 clusters Score -4000354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4000380.250000 Penalty: 3431.610840
	Iteration 16Q: 3 clusters Score -4000380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4000387.750000 Penalty: 3431.610840
	Iteration 17Q: 3 clusters Score -4000388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4000395.750000 Penalty: 3431.610840
	Iteration 18Q: 3 clusters Score -4000396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4000394.750000 Penalty: 3431.610840
	Iteration 19Q: 3 clusters Score -4000395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4000397.500000 Penalty: 3431.610840
	Iteration 20F: 3 clusters Score -4000398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4000401.750000 Penalty: 3431.610840
	Iteration 21Q: 3 clusters Score -4000402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4000401.750000 Penalty: 3431.610840
	Iteration 22F: 3 clusters Score -4000402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125753 members 
Entering Unmasked Estep 
Score: -13119349.000000 Penalty: 1908.087158
	Iteration 0F: 2 clusters Score -1.311935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -13034899.000000 Penalty: 3816.174316
	Iteration 0F: 3 clusters Score -1.30349e+07 nChanged 60698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -13070671.000000 Penalty: 3816.174316
	Iteration 1F: 3 clusters Score -1.307067e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -13072116.000000 Penalty: 3816.174316
	Iteration 2Q: 3 clusters Score -1.307212e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -13074892.000000 Penalty: 3816.174316
	Iteration 3Q: 3 clusters Score -1.307489e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -13080191.000000 Penalty: 3816.174316
	Iteration 4F: 3 clusters Score -1.308019e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -13088818.000000 Penalty: 3816.174316
	Iteration 5F: 3 clusters Score -1.308882e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -13099772.000000 Penalty: 3816.174316
	Iteration 6F: 3 clusters Score -1.309977e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -13108813.000000 Penalty: 3816.174316
	Iteration 7F: 3 clusters Score -1.310881e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -13113916.000000 Penalty: 3816.174316
	Iteration 8Q: 3 clusters Score -1.311392e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123504 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -13116144.000000 Penalty: 3816.174316
	Iteration 9Q: 3 clusters Score -1.311614e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124614 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13117064.000000 Penalty: 3816.174316
	Iteration 10Q: 3 clusters Score -1.311706e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13117439.000000 Penalty: 3816.174316
	Iteration 11Q: 3 clusters Score -1.311744e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13117617.000000 Penalty: 3816.174316
	Iteration 12Q: 3 clusters Score -1.311762e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13117705.000000 Penalty: 3816.174316
	Iteration 13Q: 3 clusters Score -1.31177e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13117753.000000 Penalty: 3816.174316
	Iteration 14Q: 3 clusters Score -1.311775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13117767.000000 Penalty: 3816.174316
	Iteration 15Q: 3 clusters Score -1.311777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13117792.000000 Penalty: 3816.174316
	Iteration 16Q: 3 clusters Score -1.311779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13117798.000000 Penalty: 3816.174316
	Iteration 17Q: 3 clusters Score -1.31178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13117816.000000 Penalty: 3816.174316
	Iteration 18Q: 3 clusters Score -1.311782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -13117808.000000 Penalty: 3816.174316
	Iteration 19Q: 3 clusters Score -1.311781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13117809.000000 Penalty: 3816.174316
	Iteration 20F: 3 clusters Score -1.311781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13117821.000000 Penalty: 3816.174316
	Iteration 21Q: 3 clusters Score -1.311782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -13117817.000000 Penalty: 3816.174316
	Iteration 22Q: 3 clusters Score -1.311782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13117818.000000 Penalty: 3816.174316
	Iteration 23Q: 3 clusters Score -1.311782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -13117818.000000 Penalty: 3816.174316
	Iteration 24F: 3 clusters Score -1.311782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Entering Unmasked Estep 
Score: -7052076.500000 Penalty: 1804.831421
	Iteration 0F: 2 clusters Score -7052076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -7007705.000000 Penalty: 3609.662842
	Iteration 0F: 3 clusters Score -7007705 nChanged 31482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -7025452.000000 Penalty: 3609.662842
	Iteration 1F: 3 clusters Score -7025452 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -7026074.500000 Penalty: 3609.662842
	Iteration 2Q: 3 clusters Score -7026074 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -7026741.000000 Penalty: 3609.662842
	Iteration 3Q: 3 clusters Score -7026741 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -7027584.500000 Penalty: 3609.662842
	Iteration 4Q: 3 clusters Score -7027584 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -7028674.500000 Penalty: 3609.662842
	Iteration 5Q: 3 clusters Score -7028674 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -7030063.000000 Penalty: 3609.662842
	Iteration 6Q: 3 clusters Score -7030063 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -7031575.000000 Penalty: 3609.662842
	Iteration 7F: 3 clusters Score -7031575 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -7033368.500000 Penalty: 3609.662842
	Iteration 8F: 3 clusters Score -7033368 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -7035262.500000 Penalty: 3609.662842
	Iteration 9F: 3 clusters Score -7035262 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -7037064.500000 Penalty: 3609.662842
	Iteration 10F: 3 clusters Score -7037064 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -7038684.000000 Penalty: 3609.662842
	Iteration 11Q: 3 clusters Score -7038684 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -7039912.500000 Penalty: 3609.662842
	Iteration 12Q: 3 clusters Score -7039912 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7040757.500000 Penalty: 3609.662842
	Iteration 13Q: 3 clusters Score -7040758 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7041277.000000 Penalty: 3609.662842
	Iteration 14Q: 3 clusters Score -7041277 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -7041642.000000 Penalty: 3609.662842
	Iteration 15Q: 3 clusters Score -7041642 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7041892.000000 Penalty: 3609.662842
	Iteration 16Q: 3 clusters Score -7041892 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -7042213.000000 Penalty: 3609.662842
	Iteration 17Q: 3 clusters Score -7042213 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -7042453.500000 Penalty: 3609.662842
	Iteration 18Q: 3 clusters Score -7042454 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -7042698.500000 Penalty: 3609.662842
	Iteration 19Q: 3 clusters Score -7042698 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -7042951.500000 Penalty: 3609.662842
	Iteration 20F: 3 clusters Score -7042952 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -7043184.000000 Penalty: 3609.662842
	Iteration 21Q: 3 clusters Score -7043184 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -7043432.000000 Penalty: 3609.662842
	Iteration 22Q: 3 clusters Score -7043432 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -7043689.500000 Penalty: 3609.662842
	Iteration 23Q: 3 clusters Score -7043690 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -7043968.500000 Penalty: 3609.662842
	Iteration 24Q: 3 clusters Score -7043968 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -7044275.000000 Penalty: 3609.662842
	Iteration 25Q: 3 clusters Score -7044275 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -7044590.500000 Penalty: 3609.662842
	Iteration 26Q: 3 clusters Score -7044590 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -7044860.000000 Penalty: 3609.662842
	Iteration 27Q: 3 clusters Score -7044860 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -7045153.500000 Penalty: 3609.662842
	Iteration 28Q: 3 clusters Score -7045154 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -7045495.500000 Penalty: 3609.662842
	Iteration 29Q: 3 clusters Score -7045496 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -7045794.000000 Penalty: 3609.662842
	Iteration 30Q: 3 clusters Score -7045794 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -7046066.500000 Penalty: 3609.662842
	Iteration 31Q: 3 clusters Score -7046066 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -7046353.000000 Penalty: 3609.662842
	Iteration 32Q: 3 clusters Score -7046353 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -7046659.000000 Penalty: 3609.662842
	Iteration 33Q: 3 clusters Score -7046659 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -7046934.000000 Penalty: 3609.662842
	Iteration 34Q: 3 clusters Score -7046934 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -7047223.000000 Penalty: 3609.662842
	Iteration 35Q: 3 clusters Score -7047223 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -7047523.500000 Penalty: 3609.662842
	Iteration 36Q: 3 clusters Score -7047524 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -7047841.000000 Penalty: 3609.662842
	Iteration 37Q: 3 clusters Score -7047841 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -7048120.000000 Penalty: 3609.662842
	Iteration 38Q: 3 clusters Score -7048120 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -7048408.500000 Penalty: 3609.662842
	Iteration 39Q: 3 clusters Score -7048408 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7048676.000000 Penalty: 3609.662842
	Iteration 40F: 3 clusters Score -7048676 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7048905.000000 Penalty: 3609.662842
	Iteration 41Q: 3 clusters Score -7048905 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7049139.500000 Penalty: 3609.662842
	Iteration 42Q: 3 clusters Score -7049140 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -7049355.500000 Penalty: 3609.662842
	Iteration 43Q: 3 clusters Score -7049356 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7049589.000000 Penalty: 3609.662842
	Iteration 44Q: 3 clusters Score -7049589 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7049732.500000 Penalty: 3609.662842
	Iteration 45Q: 3 clusters Score -7049732 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7049871.500000 Penalty: 3609.662842
	Iteration 46Q: 3 clusters Score -7049872 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7049969.500000 Penalty: 3609.662842
	Iteration 47Q: 3 clusters Score -7049970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7050047.500000 Penalty: 3609.662842
	Iteration 48Q: 3 clusters Score -7050048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -7050113.000000 Penalty: 3609.662842
	Iteration 49Q: 3 clusters Score -7050113 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -7050147.500000 Penalty: 3609.662842
	Iteration 50Q: 3 clusters Score -7050148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7050183.000000 Penalty: 3609.662842
	Iteration 51Q: 3 clusters Score -7050183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7050221.500000 Penalty: 3609.662842
	Iteration 52Q: 3 clusters Score -7050222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7050257.000000 Penalty: 3609.662842
	Iteration 53Q: 3 clusters Score -7050257 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7050281.000000 Penalty: 3609.662842
	Iteration 54Q: 3 clusters Score -7050281 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7050303.500000 Penalty: 3609.662842
	Iteration 55Q: 3 clusters Score -7050304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7050311.500000 Penalty: 3609.662842
	Iteration 56Q: 3 clusters Score -7050312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7050336.500000 Penalty: 3609.662842
	Iteration 57Q: 3 clusters Score -7050336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7050366.500000 Penalty: 3609.662842
	Iteration 58Q: 3 clusters Score -7050366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7050373.500000 Penalty: 3609.662842
	Iteration 59Q: 3 clusters Score -7050374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7050391.500000 Penalty: 3609.662842
	Iteration 60F: 3 clusters Score -7050392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7050405.500000 Penalty: 3609.662842
	Iteration 61Q: 3 clusters Score -7050406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7050401.500000 Penalty: 3609.662842
	Iteration 62Q: 3 clusters Score -7050402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7050392.000000 Penalty: 3609.662842
	Iteration 63Q: 3 clusters Score -7050392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7050402.500000 Penalty: 3609.662842
	Iteration 64Q: 3 clusters Score -7050402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7050404.500000 Penalty: 3609.662842
	Iteration 65Q: 3 clusters Score -7050404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7050425.500000 Penalty: 3609.662842
	Iteration 66Q: 3 clusters Score -7050426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7050440.000000 Penalty: 3609.662842
	Iteration 67Q: 3 clusters Score -7050440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7050437.000000 Penalty: 3609.662842
	Iteration 68Q: 3 clusters Score -7050437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7050444.000000 Penalty: 3609.662842
	Iteration 69Q: 3 clusters Score -7050444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7050459.000000 Penalty: 3609.662842
	Iteration 70Q: 3 clusters Score -7050459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7050452.000000 Penalty: 3609.662842
	Iteration 71Q: 3 clusters Score -7050452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7050450.000000 Penalty: 3609.662842
	Iteration 72Q: 3 clusters Score -7050450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7050451.500000 Penalty: 3609.662842
	Iteration 73Q: 3 clusters Score -7050452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7050464.000000 Penalty: 3609.662842
	Iteration 74Q: 3 clusters Score -7050464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7050473.500000 Penalty: 3609.662842
	Iteration 75Q: 3 clusters Score -7050474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7050471.500000 Penalty: 3609.662842
	Iteration 76Q: 3 clusters Score -7050472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7050476.000000 Penalty: 3609.662842
	Iteration 77Q: 3 clusters Score -7050476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7050480.500000 Penalty: 3609.662842
	Iteration 78Q: 3 clusters Score -7050480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7050495.000000 Penalty: 3609.662842
	Iteration 79Q: 3 clusters Score -7050495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7050489.500000 Penalty: 3609.662842
	Iteration 80F: 3 clusters Score -7050490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7050488.000000 Penalty: 3609.662842
	Iteration 81Q: 3 clusters Score -7050488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7050487.000000 Penalty: 3609.662842
	Iteration 82Q: 3 clusters Score -7050487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7050493.500000 Penalty: 3609.662842
	Iteration 83Q: 3 clusters Score -7050494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7050492.000000 Penalty: 3609.662842
	Iteration 84Q: 3 clusters Score -7050492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7050491.000000 Penalty: 3609.662842
	Iteration 85Q: 3 clusters Score -7050491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7050487.500000 Penalty: 3609.662842
	Iteration 86Q: 3 clusters Score -7050488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7050489.000000 Penalty: 3609.662842
	Iteration 87Q: 3 clusters Score -7050489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7050489.000000 Penalty: 3609.662842
	Iteration 88F: 3 clusters Score -7050489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Entering Unmasked Estep 
Score: -17723956.000000 Penalty: 1955.929199
	Iteration 0F: 2 clusters Score -1.772396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -17626590.000000 Penalty: 3911.858398
	Iteration 0F: 3 clusters Score -1.762659e+07 nChanged 81332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -17674912.000000 Penalty: 3911.858398
	Iteration 1F: 3 clusters Score -1.767491e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -17676334.000000 Penalty: 3911.858398
	Iteration 2Q: 3 clusters Score -1.767633e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -17677838.000000 Penalty: 3911.858398
	Iteration 3Q: 3 clusters Score -1.767784e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -17680126.000000 Penalty: 3911.858398
	Iteration 4Q: 3 clusters Score -1.768013e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -17683116.000000 Penalty: 3911.858398
	Iteration 5Q: 3 clusters Score -1.768312e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -17686802.000000 Penalty: 3911.858398
	Iteration 6Q: 3 clusters Score -1.76868e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -17691148.000000 Penalty: 3911.858398
	Iteration 7F: 3 clusters Score -1.769115e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -17696496.000000 Penalty: 3911.858398
	Iteration 8F: 3 clusters Score -1.76965e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -17702970.000000 Penalty: 3911.858398
	Iteration 9F: 3 clusters Score -1.770297e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -17709458.000000 Penalty: 3911.858398
	Iteration 10F: 3 clusters Score -1.770946e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -17715370.000000 Penalty: 3911.858398
	Iteration 11F: 3 clusters Score -1.771537e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 132261 members 
Entering Unmasked Estep 
Score: -17719752.000000 Penalty: 3911.858398
	Iteration 12Q: 3 clusters Score -1.771975e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 136865 members 
Entering Unmasked Estep 
Score: -17722852.000000 Penalty: 3911.858398
	Iteration 13Q: 3 clusters Score -1.772285e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -17725048.000000 Penalty: 3911.858398
	Iteration 14Q: 3 clusters Score -1.772505e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -17726718.000000 Penalty: 3911.858398
	Iteration 15Q: 3 clusters Score -1.772672e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -17727310.000000 Penalty: 3911.858398
	Iteration 16Q: 3 clusters Score -1.772731e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -17727412.000000 Penalty: 3911.858398
	Iteration 17Q: 3 clusters Score -1.772741e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -17727068.000000 Penalty: 3911.858398
	Iteration 18Q: 3 clusters Score -1.772707e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -17726626.000000 Penalty: 3911.858398
	Iteration 19Q: 3 clusters Score -1.772663e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 156824 members 
Entering Unmasked Estep 
Score: -17726262.000000 Penalty: 3911.858398
	Iteration 20F: 3 clusters Score -1.772626e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -17725970.000000 Penalty: 3911.858398
	Iteration 21Q: 3 clusters Score -1.772597e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 160250 members 
Entering Unmasked Estep 
Score: -17725644.000000 Penalty: 3911.858398
	Iteration 22Q: 3 clusters Score -1.772564e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 161520 members 
Entering Unmasked Estep 
Score: -17725212.000000 Penalty: 3911.858398
	Iteration 23Q: 3 clusters Score -1.772521e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -17724962.000000 Penalty: 3911.858398
	Iteration 24Q: 3 clusters Score -1.772496e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -17724636.000000 Penalty: 3911.858398
	Iteration 25Q: 3 clusters Score -1.772464e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -17724414.000000 Penalty: 3911.858398
	Iteration 26Q: 3 clusters Score -1.772441e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -17724284.000000 Penalty: 3911.858398
	Iteration 27Q: 3 clusters Score -1.772428e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -17724122.000000 Penalty: 3911.858398
	Iteration 28Q: 3 clusters Score -1.772412e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -17724072.000000 Penalty: 3911.858398
	Iteration 29Q: 3 clusters Score -1.772407e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -17723932.000000 Penalty: 3911.858398
	Iteration 30Q: 3 clusters Score -1.772393e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -17723822.000000 Penalty: 3911.858398
	Iteration 31Q: 3 clusters Score -1.772382e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -17723712.000000 Penalty: 3911.858398
	Iteration 32Q: 3 clusters Score -1.772371e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 166583 members 
Entering Unmasked Estep 
Score: -17723664.000000 Penalty: 3911.858398
	Iteration 33Q: 3 clusters Score -1.772366e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -17723640.000000 Penalty: 3911.858398
	Iteration 34Q: 3 clusters Score -1.772364e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -17723592.000000 Penalty: 3911.858398
	Iteration 35Q: 3 clusters Score -1.772359e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -17723506.000000 Penalty: 3911.858398
	Iteration 36Q: 3 clusters Score -1.772351e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 167037 members 
Entering Unmasked Estep 
Score: -17723478.000000 Penalty: 3911.858398
	Iteration 37Q: 3 clusters Score -1.772348e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 167105 members 
Entering Unmasked Estep 
Score: -17723480.000000 Penalty: 3911.858398
	Iteration 38Q: 3 clusters Score -1.772348e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -17723474.000000 Penalty: 3911.858398
	Iteration 39Q: 3 clusters Score -1.772347e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -17723416.000000 Penalty: 3911.858398
	Iteration 40F: 3 clusters Score -1.772342e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -17723398.000000 Penalty: 3911.858398
	Iteration 41Q: 3 clusters Score -1.77234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -17723364.000000 Penalty: 3911.858398
	Iteration 42Q: 3 clusters Score -1.772336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 167338 members 
Entering Unmasked Estep 
Score: -17723330.000000 Penalty: 3911.858398
	Iteration 43Q: 3 clusters Score -1.772333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 167372 members 
Entering Unmasked Estep 
Score: -17723302.000000 Penalty: 3911.858398
	Iteration 44Q: 3 clusters Score -1.77233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 167399 members 
Entering Unmasked Estep 
Score: -17723294.000000 Penalty: 3911.858398
	Iteration 45Q: 3 clusters Score -1.772329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -17723296.000000 Penalty: 3911.858398
	Iteration 46Q: 3 clusters Score -1.77233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -17723296.000000 Penalty: 3911.858398
	Iteration 47Q: 3 clusters Score -1.77233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -17723296.000000 Penalty: 3911.858398
	Iteration 48Q: 3 clusters Score -1.77233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -17723282.000000 Penalty: 3911.858398
	Iteration 49Q: 3 clusters Score -1.772328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 167497 members 
Entering Unmasked Estep 
Score: -17723252.000000 Penalty: 3911.858398
	Iteration 50Q: 3 clusters Score -1.772325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 167511 members 
Entering Unmasked Estep 
Score: -17723222.000000 Penalty: 3911.858398
	Iteration 51Q: 3 clusters Score -1.772322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 167521 members 
Entering Unmasked Estep 
Score: -17723218.000000 Penalty: 3911.858398
	Iteration 52Q: 3 clusters Score -1.772322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -17723224.000000 Penalty: 3911.858398
	Iteration 53Q: 3 clusters Score -1.772322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 167546 members 
Entering Unmasked Estep 
Score: -17723226.000000 Penalty: 3911.858398
	Iteration 54Q: 3 clusters Score -1.772323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -17723220.000000 Penalty: 3911.858398
	Iteration 55Q: 3 clusters Score -1.772322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 167561 members 
Entering Unmasked Estep 
Score: -17723224.000000 Penalty: 3911.858398
	Iteration 56Q: 3 clusters Score -1.772322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -17723216.000000 Penalty: 3911.858398
	Iteration 57Q: 3 clusters Score -1.772322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 167583 members 
Entering Unmasked Estep 
Score: -17723234.000000 Penalty: 3911.858398
	Iteration 58Q: 3 clusters Score -1.772323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -17723236.000000 Penalty: 3911.858398
	Iteration 59Q: 3 clusters Score -1.772324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -17723240.000000 Penalty: 3911.858398
	Iteration 60F: 3 clusters Score -1.772324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 167625 members 
Entering Unmasked Estep 
Score: -17723212.000000 Penalty: 3911.858398
	Iteration 61Q: 3 clusters Score -1.772321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 167635 members 
Entering Unmasked Estep 
Score: -17723214.000000 Penalty: 3911.858398
	Iteration 62Q: 3 clusters Score -1.772321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 167640 members 
Entering Unmasked Estep 
Score: -17723216.000000 Penalty: 3911.858398
	Iteration 63Q: 3 clusters Score -1.772322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 167643 members 
Entering Unmasked Estep 
Score: -17723222.000000 Penalty: 3911.858398
	Iteration 64Q: 3 clusters Score -1.772322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -17723218.000000 Penalty: 3911.858398
	Iteration 65Q: 3 clusters Score -1.772322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -17723214.000000 Penalty: 3911.858398
	Iteration 66Q: 3 clusters Score -1.772321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 167647 members 
Entering Unmasked Estep 
Score: -17723220.000000 Penalty: 3911.858398
	Iteration 67Q: 3 clusters Score -1.772322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 167649 members 
Entering Unmasked Estep 
Score: -17723206.000000 Penalty: 3911.858398
	Iteration 68Q: 3 clusters Score -1.772321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -17723198.000000 Penalty: 3911.858398
	Iteration 69Q: 3 clusters Score -1.77232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 167651 members 
Entering Unmasked Estep 
Score: -17723196.000000 Penalty: 3911.858398
	Iteration 70Q: 3 clusters Score -1.77232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -17723198.000000 Penalty: 3911.858398
	Iteration 71Q: 3 clusters Score -1.77232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 167656 members 
Entering Unmasked Estep 
Score: -17723192.000000 Penalty: 3911.858398
	Iteration 72Q: 3 clusters Score -1.772319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 167657 members 
Entering Unmasked Estep 
Score: -17723192.000000 Penalty: 3911.858398
	Iteration 73Q: 3 clusters Score -1.772319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -17723184.000000 Penalty: 3911.858398
	Iteration 74Q: 3 clusters Score -1.772318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 167658 members 
Entering Unmasked Estep 
Score: -17723192.000000 Penalty: 3911.858398
	Iteration 75Q: 3 clusters Score -1.772319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 167658 members 
Entering Unmasked Estep 
Score: -17723192.000000 Penalty: 3911.858398
	Iteration 76F: 3 clusters Score -1.772319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -133939.265625 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -133939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -132127.140625 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -132127.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -132684.062500 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -132684.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -132874.187500 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -132874.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -133074.187500 Penalty: 2400.401611
	Iteration 3F: 3 clusters Score -133074.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -133325.359375 Penalty: 2400.401611
	Iteration 4F: 3 clusters Score -133325.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133531.109375 Penalty: 2400.401611
	Iteration 5F: 3 clusters Score -133531.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -133667.156250 Penalty: 2400.401611
	Iteration 6F: 3 clusters Score -133667.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -133750.765625 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -133750.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -133794.906250 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -133794.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -133831.734375 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -133831.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -133851.531250 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -133851.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -133870.812500 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -133870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -133882.265625 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -133882.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -133896.218750 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -133896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -133904.531250 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -133904.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -133910.296875 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -133910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -133911.000000 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -133911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -133911.000000 Penalty: 2400.401611
	Iteration 17F: 3 clusters Score -133911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Entering Unmasked Estep 
Score: -10369221.000000 Penalty: 1869.294312
	Iteration 0F: 2 clusters Score -1.036922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -10303168.000000 Penalty: 3738.588623
	Iteration 0F: 3 clusters Score -1.030317e+07 nChanged 47280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -10330945.000000 Penalty: 3738.588623
	Iteration 1F: 3 clusters Score -1.033094e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -10332024.000000 Penalty: 3738.588623
	Iteration 2Q: 3 clusters Score -1.033202e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -10333405.000000 Penalty: 3738.588623
	Iteration 3Q: 3 clusters Score -1.03334e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -10335317.000000 Penalty: 3738.588623
	Iteration 4Q: 3 clusters Score -1.033532e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -10337575.000000 Penalty: 3738.588623
	Iteration 5F: 3 clusters Score -1.033758e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -10340275.000000 Penalty: 3738.588623
	Iteration 6F: 3 clusters Score -1.034028e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -10343156.000000 Penalty: 3738.588623
	Iteration 7F: 3 clusters Score -1.034316e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -10346275.000000 Penalty: 3738.588623
	Iteration 8F: 3 clusters Score -1.034628e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -10349676.000000 Penalty: 3738.588623
	Iteration 9F: 3 clusters Score -1.034968e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -10353183.000000 Penalty: 3738.588623
	Iteration 10F: 3 clusters Score -1.035318e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -10356894.000000 Penalty: 3738.588623
	Iteration 11F: 3 clusters Score -1.035689e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -10360420.000000 Penalty: 3738.588623
	Iteration 12Q: 3 clusters Score -1.036042e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -10363114.000000 Penalty: 3738.588623
	Iteration 13Q: 3 clusters Score -1.036311e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -10365043.000000 Penalty: 3738.588623
	Iteration 14Q: 3 clusters Score -1.036504e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10366200.000000 Penalty: 3738.588623
	Iteration 15Q: 3 clusters Score -1.03662e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10366776.000000 Penalty: 3738.588623
	Iteration 16Q: 3 clusters Score -1.036678e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10367103.000000 Penalty: 3738.588623
	Iteration 17Q: 3 clusters Score -1.03671e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10367292.000000 Penalty: 3738.588623
	Iteration 18Q: 3 clusters Score -1.036729e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10367364.000000 Penalty: 3738.588623
	Iteration 19Q: 3 clusters Score -1.036736e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10367441.000000 Penalty: 3738.588623
	Iteration 20F: 3 clusters Score -1.036744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10367469.000000 Penalty: 3738.588623
	Iteration 21Q: 3 clusters Score -1.036747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10367497.000000 Penalty: 3738.588623
	Iteration 22Q: 3 clusters Score -1.03675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10367499.000000 Penalty: 3738.588623
	Iteration 23Q: 3 clusters Score -1.03675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10367511.000000 Penalty: 3738.588623
	Iteration 24Q: 3 clusters Score -1.036751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10367527.000000 Penalty: 3738.588623
	Iteration 25Q: 3 clusters Score -1.036753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10367527.000000 Penalty: 3738.588623
	Iteration 26Q: 3 clusters Score -1.036753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10367523.000000 Penalty: 3738.588623
	Iteration 27Q: 3 clusters Score -1.036752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10367519.000000 Penalty: 3738.588623
	Iteration 28Q: 3 clusters Score -1.036752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10367519.000000 Penalty: 3738.588623
	Iteration 29Q: 3 clusters Score -1.036752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10367524.000000 Penalty: 3738.588623
	Iteration 30Q: 3 clusters Score -1.036752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10367520.000000 Penalty: 3738.588623
	Iteration 31Q: 3 clusters Score -1.036752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10367520.000000 Penalty: 3738.588623
	Iteration 32F: 3 clusters Score -1.036752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Entering Unmasked Estep 
Score: -10709765.000000 Penalty: 1873.999878
	Iteration 0F: 2 clusters Score -1.070976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -10641576.000000 Penalty: 3747.999756
	Iteration 0F: 3 clusters Score -1.064158e+07 nChanged 48871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -10670592.000000 Penalty: 3747.999756
	Iteration 1F: 3 clusters Score -1.067059e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -10671709.000000 Penalty: 3747.999756
	Iteration 2Q: 3 clusters Score -1.067171e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -10673202.000000 Penalty: 3747.999756
	Iteration 3Q: 3 clusters Score -1.06732e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -10674904.000000 Penalty: 3747.999756
	Iteration 4Q: 3 clusters Score -1.06749e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -10677346.000000 Penalty: 3747.999756
	Iteration 5F: 3 clusters Score -1.067735e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -10680219.000000 Penalty: 3747.999756
	Iteration 6F: 3 clusters Score -1.068022e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -10683716.000000 Penalty: 3747.999756
	Iteration 7F: 3 clusters Score -1.068372e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -10687794.000000 Penalty: 3747.999756
	Iteration 8F: 3 clusters Score -1.068779e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -10691994.000000 Penalty: 3747.999756
	Iteration 9F: 3 clusters Score -1.069199e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -10696518.000000 Penalty: 3747.999756
	Iteration 10F: 3 clusters Score -1.069652e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -10700653.000000 Penalty: 3747.999756
	Iteration 11F: 3 clusters Score -1.070065e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -10703734.000000 Penalty: 3747.999756
	Iteration 12Q: 3 clusters Score -1.070373e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -10705631.000000 Penalty: 3747.999756
	Iteration 13Q: 3 clusters Score -1.070563e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10706726.000000 Penalty: 3747.999756
	Iteration 14Q: 3 clusters Score -1.070673e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -10707377.000000 Penalty: 3747.999756
	Iteration 15Q: 3 clusters Score -1.070738e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10707744.000000 Penalty: 3747.999756
	Iteration 16Q: 3 clusters Score -1.070774e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10707955.000000 Penalty: 3747.999756
	Iteration 17Q: 3 clusters Score -1.070796e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10708038.000000 Penalty: 3747.999756
	Iteration 18Q: 3 clusters Score -1.070804e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -10708114.000000 Penalty: 3747.999756
	Iteration 19Q: 3 clusters Score -1.070811e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10708163.000000 Penalty: 3747.999756
	Iteration 20F: 3 clusters Score -1.070816e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10708204.000000 Penalty: 3747.999756
	Iteration 21Q: 3 clusters Score -1.07082e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10708232.000000 Penalty: 3747.999756
	Iteration 22Q: 3 clusters Score -1.070823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10708239.000000 Penalty: 3747.999756
	Iteration 23Q: 3 clusters Score -1.070824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10708239.000000 Penalty: 3747.999756
	Iteration 24Q: 3 clusters Score -1.070824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10708253.000000 Penalty: 3747.999756
	Iteration 25Q: 3 clusters Score -1.070825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10708263.000000 Penalty: 3747.999756
	Iteration 26Q: 3 clusters Score -1.070826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10708284.000000 Penalty: 3747.999756
	Iteration 27Q: 3 clusters Score -1.070828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10708294.000000 Penalty: 3747.999756
	Iteration 28Q: 3 clusters Score -1.070829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10708299.000000 Penalty: 3747.999756
	Iteration 29Q: 3 clusters Score -1.07083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10708291.000000 Penalty: 3747.999756
	Iteration 30Q: 3 clusters Score -1.070829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10708289.000000 Penalty: 3747.999756
	Iteration 31Q: 3 clusters Score -1.070829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10708283.000000 Penalty: 3747.999756
	Iteration 32Q: 3 clusters Score -1.070828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10708294.000000 Penalty: 3747.999756
	Iteration 33Q: 3 clusters Score -1.070829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10708296.000000 Penalty: 3747.999756
	Iteration 34Q: 3 clusters Score -1.07083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10708309.000000 Penalty: 3747.999756
	Iteration 35Q: 3 clusters Score -1.070831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10708302.000000 Penalty: 3747.999756
	Iteration 36Q: 3 clusters Score -1.07083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10708303.000000 Penalty: 3747.999756
	Iteration 37Q: 3 clusters Score -1.07083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10708308.000000 Penalty: 3747.999756
	Iteration 38Q: 3 clusters Score -1.070831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10708309.000000 Penalty: 3747.999756
	Iteration 39Q: 3 clusters Score -1.070831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10708312.000000 Penalty: 3747.999756
	Iteration 40F: 3 clusters Score -1.070831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10708314.000000 Penalty: 3747.999756
	Iteration 41Q: 3 clusters Score -1.070831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10708321.000000 Penalty: 3747.999756
	Iteration 42Q: 3 clusters Score -1.070832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10708318.000000 Penalty: 3747.999756
	Iteration 43Q: 3 clusters Score -1.070832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10708321.000000 Penalty: 3747.999756
	Iteration 44Q: 3 clusters Score -1.070832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10708332.000000 Penalty: 3747.999756
	Iteration 45Q: 3 clusters Score -1.070833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10708332.000000 Penalty: 3747.999756
	Iteration 46F: 3 clusters Score -1.070833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -180452.921875 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -180452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -178320.640625 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -178320.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -178928.796875 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -178928.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -179143.218750 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -179143.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -179314.062500 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -179314.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -179456.234375 Penalty: 2477.683594
	Iteration 4F: 3 clusters Score -179456.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -179580.312500 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -179580.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -179698.578125 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -179698.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -179790.968750 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -179791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -179826.265625 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -179826.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -179848.046875 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -179848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -179876.281250 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -179876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -179896.093750 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -179896.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -179909.234375 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -179909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -179919.828125 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -179919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -179930.531250 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -179930.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -179938.515625 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -179938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -179947.671875 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -179947.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -179962.375000 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -179962.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -179973.437500 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -179973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -179980.187500 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -179980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -179992.343750 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -179992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -180003.484375 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -180003.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -180009.296875 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -180009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -180017.281250 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -180017.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -180024.984375 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -180025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -180031.625000 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -180031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -180036.046875 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -180036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -180039.843750 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -180039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -180042.312500 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -180042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -180045.625000 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -180045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -180048.359375 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -180048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -180049.750000 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -180049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -180051.671875 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -180051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -180052.437500 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -180052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -180053.859375 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -180053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -180054.343750 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -180054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -180054.562500 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -180054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -180054.562500 Penalty: 2477.683594
	Iteration 37F: 3 clusters Score -180054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Entering Unmasked Estep 
Score: -3933044.250000 Penalty: 1712.919434
	Iteration 0F: 2 clusters Score -3933044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3907548.750000 Penalty: 3425.838867
	Iteration 0F: 3 clusters Score -3907549 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3917291.250000 Penalty: 3425.838867
	Iteration 1F: 3 clusters Score -3917291 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3917897.250000 Penalty: 3425.838867
	Iteration 2Q: 3 clusters Score -3917897 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3918604.000000 Penalty: 3425.838867
	Iteration 3Q: 3 clusters Score -3918604 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3919427.750000 Penalty: 3425.838867
	Iteration 4Q: 3 clusters Score -3919428 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3920398.500000 Penalty: 3425.838867
	Iteration 5F: 3 clusters Score -3920398 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3921640.000000 Penalty: 3425.838867
	Iteration 6F: 3 clusters Score -3921640 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3923198.750000 Penalty: 3425.838867
	Iteration 7F: 3 clusters Score -3923199 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3924929.250000 Penalty: 3425.838867
	Iteration 8F: 3 clusters Score -3924929 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3926163.250000 Penalty: 3425.838867
	Iteration 9F: 3 clusters Score -3926163 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3926789.500000 Penalty: 3425.838867
	Iteration 10Q: 3 clusters Score -3926790 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3927052.000000 Penalty: 3425.838867
	Iteration 11Q: 3 clusters Score -3927052 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3927214.000000 Penalty: 3425.838867
	Iteration 12Q: 3 clusters Score -3927214 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3927326.250000 Penalty: 3425.838867
	Iteration 13Q: 3 clusters Score -3927326 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3927430.250000 Penalty: 3425.838867
	Iteration 14Q: 3 clusters Score -3927430 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3927521.250000 Penalty: 3425.838867
	Iteration 15Q: 3 clusters Score -3927521 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3927576.000000 Penalty: 3425.838867
	Iteration 16Q: 3 clusters Score -3927576 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3927639.000000 Penalty: 3425.838867
	Iteration 17Q: 3 clusters Score -3927639 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3927677.000000 Penalty: 3425.838867
	Iteration 18Q: 3 clusters Score -3927677 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3927747.750000 Penalty: 3425.838867
	Iteration 19Q: 3 clusters Score -3927748 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3927812.250000 Penalty: 3425.838867
	Iteration 20F: 3 clusters Score -3927812 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3927890.000000 Penalty: 3425.838867
	Iteration 21Q: 3 clusters Score -3927890 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3927928.000000 Penalty: 3425.838867
	Iteration 22Q: 3 clusters Score -3927928 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3927969.250000 Penalty: 3425.838867
	Iteration 23Q: 3 clusters Score -3927969 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3928038.250000 Penalty: 3425.838867
	Iteration 24Q: 3 clusters Score -3928038 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3928101.250000 Penalty: 3425.838867
	Iteration 25Q: 3 clusters Score -3928101 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3928116.250000 Penalty: 3425.838867
	Iteration 26Q: 3 clusters Score -3928116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3928151.500000 Penalty: 3425.838867
	Iteration 27Q: 3 clusters Score -3928152 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3928202.250000 Penalty: 3425.838867
	Iteration 28Q: 3 clusters Score -3928202 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3928250.000000 Penalty: 3425.838867
	Iteration 29Q: 3 clusters Score -3928250 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3928278.500000 Penalty: 3425.838867
	Iteration 30Q: 3 clusters Score -3928278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3928307.500000 Penalty: 3425.838867
	Iteration 31Q: 3 clusters Score -3928308 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3928334.000000 Penalty: 3425.838867
	Iteration 32Q: 3 clusters Score -3928334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3928360.500000 Penalty: 3425.838867
	Iteration 33Q: 3 clusters Score -3928360 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3928375.250000 Penalty: 3425.838867
	Iteration 34Q: 3 clusters Score -3928375 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3928394.750000 Penalty: 3425.838867
	Iteration 35Q: 3 clusters Score -3928395 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3928407.500000 Penalty: 3425.838867
	Iteration 36Q: 3 clusters Score -3928408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3928434.750000 Penalty: 3425.838867
	Iteration 37Q: 3 clusters Score -3928435 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3928440.250000 Penalty: 3425.838867
	Iteration 38Q: 3 clusters Score -3928440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3928461.000000 Penalty: 3425.838867
	Iteration 39Q: 3 clusters Score -3928461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3928470.250000 Penalty: 3425.838867
	Iteration 40F: 3 clusters Score -3928470 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3928472.000000 Penalty: 3425.838867
	Iteration 41Q: 3 clusters Score -3928472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3928491.250000 Penalty: 3425.838867
	Iteration 42Q: 3 clusters Score -3928491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3928508.250000 Penalty: 3425.838867
	Iteration 43Q: 3 clusters Score -3928508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3928515.500000 Penalty: 3425.838867
	Iteration 44Q: 3 clusters Score -3928516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3928531.000000 Penalty: 3425.838867
	Iteration 45Q: 3 clusters Score -3928531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3928527 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3928528 nChanged 95
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Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3928532 nChanged 112
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Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3928542 nChanged 118
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Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3928554 nChanged 125
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Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3928572 nChanged 113
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Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3928588 nChanged 100
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Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3928616 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3928627 nChanged 101
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Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3928637 nChanged 105
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Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3928642 nChanged 126
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Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3928657 nChanged 134
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Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3928660 nChanged 143
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Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3928664 nChanged 150
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Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3928674 nChanged 154
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Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3928688 nChanged 186
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Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3928727 nChanged 196
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Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3928767 nChanged 213
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Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 11459 members 
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	Iteration 67Q: 3 clusters Score -3928810 nChanged 221
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Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 11240 members 
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	Iteration 68Q: 3 clusters Score -3928872 nChanged 259
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Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3928926 nChanged 328
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Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3929153 nChanged 372
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Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3929337 nChanged 437
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Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3929554 nChanged 431
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Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3929763 nChanged 452
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Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3929996 nChanged 444
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Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3930184 nChanged 394
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Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 8076 members 
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	Iteration 77Q: 3 clusters Score -3930358 nChanged 330
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Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3930456 nChanged 306
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Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3930544 nChanged 271
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Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3930612 nChanged 229
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Mstep: Class 1 contains 30773 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3930687 nChanged 215
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Mstep: Class 1 contains 30972 members 
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	Iteration 82Q: 3 clusters Score -3930723 nChanged 193
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Mstep: Class 1 contains 31159 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3930770 nChanged 207
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Mstep: Class 1 contains 31362 members 
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	Iteration 84Q: 3 clusters Score -3930830 nChanged 201
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Mstep: Class 1 contains 31563 members 
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Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 6084 members 
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	Iteration 86Q: 3 clusters Score -3930908 nChanged 164
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Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 5922 members 
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	Iteration 87Q: 3 clusters Score -3930940 nChanged 146
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Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 5778 members 
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	Iteration 88Q: 3 clusters Score -3930966 nChanged 158
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Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 5620 members 
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	Iteration 89Q: 3 clusters Score -3930994 nChanged 131
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Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3931020 nChanged 119
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Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3931052 nChanged 127
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Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3931060 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3931079 nChanged 108
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Mstep: Class 1 contains 32821 members 
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	Iteration 94Q: 3 clusters Score -3931092 nChanged 104
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Mstep: Class 1 contains 32925 members 
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	Iteration 95Q: 3 clusters Score -3931109 nChanged 106
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Mstep: Class 1 contains 33031 members 
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	Iteration 96Q: 3 clusters Score -3931127 nChanged 109
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Mstep: Class 1 contains 33140 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3931158 nChanged 104
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Mstep: Class 1 contains 33244 members 
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	Iteration 98Q: 3 clusters Score -3931165 nChanged 98
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	Iteration 99Q: 3 clusters Score -3931180 nChanged 98
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Mstep: Class 1 contains 33440 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3931198 nChanged 95
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Mstep: Class 1 contains 33535 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3931209 nChanged 86
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Mstep: Class 1 contains 33621 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3931219 nChanged 87
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Mstep: Class 1 contains 33706 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3931242 nChanged 84
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Mstep: Class 1 contains 33790 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3931251 nChanged 88
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Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3931270 nChanged 73
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Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3931284 nChanged 69
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Mstep: Class 1 contains 34018 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3931289 nChanged 60
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Mstep: Class 1 contains 34078 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3931296 nChanged 59
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Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3931310 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3931310 nChanged 61
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Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3931320 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34316 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3931326 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3931341 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3931352 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3931360 nChanged 52
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Mstep: Class 1 contains 34544 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3931363 nChanged 56
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Mstep: Class 1 contains 34600 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3931372 nChanged 54
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Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3931384 nChanged 48
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Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3931391 nChanged 39
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Mstep: Class 1 contains 34739 members 
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	Iteration 120F: 3 clusters Score -3931396 nChanged 46
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Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 3052 members 
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	Iteration 121Q: 3 clusters Score -3931410 nChanged 48
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Mstep: Class 1 contains 34833 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3931437 nChanged 61
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Mstep: Class 1 contains 34894 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3931441 nChanged 62
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Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3931456 nChanged 60
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Mstep: Class 1 contains 35016 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3931479 nChanged 58
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3931494 nChanged 53
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3931509 nChanged 52
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Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3931517.000000 Penalty: 3425.838867
	Iteration 128Q: 3 clusters Score -3931517 nChanged 38
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	Iteration 129Q: 3 clusters Score -3931519 nChanged 31
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Mstep: Class 1 contains 35248 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3931525 nChanged 25
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Mstep: Class 1 contains 35273 members 
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	Iteration 131Q: 3 clusters Score -3931528 nChanged 28
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Mstep: Class 1 contains 35301 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3931522 nChanged 26
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Mstep: Class 1 contains 35327 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3931520 nChanged 20
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Mstep: Class 1 contains 35347 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3931518 nChanged 18
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Mstep: Class 1 contains 35365 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3931524 nChanged 16
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3931524 nChanged 11
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	Iteration 137Q: 3 clusters Score -3931521 nChanged 11
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3931528 nChanged 6
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Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3931530.500000 Penalty: 3425.838867
	Iteration 139Q: 3 clusters Score -3931530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3931535.250000 Penalty: 3425.838867
	Iteration 140F: 3 clusters Score -3931535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3931531.750000 Penalty: 3425.838867
	Iteration 141Q: 3 clusters Score -3931532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3931534.250000 Penalty: 3425.838867
	Iteration 142Q: 3 clusters Score -3931534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3931534.750000 Penalty: 3425.838867
	Iteration 143Q: 3 clusters Score -3931535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3931535.750000 Penalty: 3425.838867
	Iteration 144Q: 3 clusters Score -3931536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3931544.000000 Penalty: 3425.838867
	Iteration 145Q: 3 clusters Score -3931544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3931544.250000 Penalty: 3425.838867
	Iteration 146Q: 3 clusters Score -3931544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3931543.000000 Penalty: 3425.838867
	Iteration 147Q: 3 clusters Score -3931543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3931544.750000 Penalty: 3425.838867
	Iteration 148Q: 3 clusters Score -3931545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3931549.250000 Penalty: 3425.838867
	Iteration 149Q: 3 clusters Score -3931549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3931551.250000 Penalty: 3425.838867
	Iteration 150Q: 3 clusters Score -3931551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3931556.000000 Penalty: 3425.838867
	Iteration 151Q: 3 clusters Score -3931556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3931561.250000 Penalty: 3425.838867
	Iteration 152Q: 3 clusters Score -3931561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3931563.250000 Penalty: 3425.838867
	Iteration 153Q: 3 clusters Score -3931563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3931565.750000 Penalty: 3425.838867
	Iteration 154Q: 3 clusters Score -3931566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3931568.500000 Penalty: 3425.838867
	Iteration 155Q: 3 clusters Score -3931568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3931568.750000 Penalty: 3425.838867
	Iteration 156Q: 3 clusters Score -3931569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3931567.000000 Penalty: 3425.838867
	Iteration 157Q: 3 clusters Score -3931567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3931564.250000 Penalty: 3425.838867
	Iteration 158Q: 3 clusters Score -3931564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3931563.500000 Penalty: 3425.838867
	Iteration 159Q: 3 clusters Score -3931564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3931566.000000 Penalty: 3425.838867
	Iteration 160F: 3 clusters Score -3931566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (155055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Entering Unmasked Estep 
Score: -16136000.000000 Penalty: 1942.124512
	Iteration 0F: 2 clusters Score -1.6136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -16035519.000000 Penalty: 3884.249023
	Iteration 0F: 3 clusters Score -1.603552e+07 nChanged 74609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -16079151.000000 Penalty: 3884.249023
	Iteration 1F: 3 clusters Score -1.607915e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -16080255.000000 Penalty: 3884.249023
	Iteration 2Q: 3 clusters Score -1.608026e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -16082065.000000 Penalty: 3884.249023
	Iteration 3Q: 3 clusters Score -1.608206e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -16085106.000000 Penalty: 3884.249023
	Iteration 4Q: 3 clusters Score -1.608511e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -16091103.000000 Penalty: 3884.249023
	Iteration 5F: 3 clusters Score -1.60911e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -16100994.000000 Penalty: 3884.249023
	Iteration 6F: 3 clusters Score -1.610099e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 131510 members 
Entering Unmasked Estep 
Score: -16114089.000000 Penalty: 3884.249023
	Iteration 7F: 3 clusters Score -1.611409e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 142930 members 
Entering Unmasked Estep 
Score: -16125478.000000 Penalty: 3884.249023
	Iteration 8F: 3 clusters Score -1.612548e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -16131114.000000 Penalty: 3884.249023
	Iteration 9Q: 3 clusters Score -1.613111e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -16133101.000000 Penalty: 3884.249023
	Iteration 10Q: 3 clusters Score -1.61331e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -16133779.000000 Penalty: 3884.249023
	Iteration 11Q: 3 clusters Score -1.613378e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 154553 members 
Entering Unmasked Estep 
Score: -16134024.000000 Penalty: 3884.249023
	Iteration 12Q: 3 clusters Score -1.613402e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -16134174.000000 Penalty: 3884.249023
	Iteration 13Q: 3 clusters Score -1.613417e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 154723 members 
Entering Unmasked Estep 
Score: -16134208.000000 Penalty: 3884.249023
	Iteration 14Q: 3 clusters Score -1.613421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 154743 members 
Entering Unmasked Estep 
Score: -16134255.000000 Penalty: 3884.249023
	Iteration 15Q: 3 clusters Score -1.613426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -16134268.000000 Penalty: 3884.249023
	Iteration 16Q: 3 clusters Score -1.613427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -16134283.000000 Penalty: 3884.249023
	Iteration 17Q: 3 clusters Score -1.613428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -16134299.000000 Penalty: 3884.249023
	Iteration 18Q: 3 clusters Score -1.61343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 154777 members 
Entering Unmasked Estep 
Score: -16134311.000000 Penalty: 3884.249023
	Iteration 19Q: 3 clusters Score -1.613431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -16134319.000000 Penalty: 3884.249023
	Iteration 20F: 3 clusters Score -1.613432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 154790 members 
Entering Unmasked Estep 
Score: -16134328.000000 Penalty: 3884.249023
	Iteration 21Q: 3 clusters Score -1.613433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -16134338.000000 Penalty: 3884.249023
	Iteration 22Q: 3 clusters Score -1.613434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
Score: -16134334.000000 Penalty: 3884.249023
	Iteration 23Q: 3 clusters Score -1.613433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154803 members 
Entering Unmasked Estep 
Score: -16134350.000000 Penalty: 3884.249023
	Iteration 24Q: 3 clusters Score -1.613435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -16134355.000000 Penalty: 3884.249023
	Iteration 25Q: 3 clusters Score -1.613436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -16134368.000000 Penalty: 3884.249023
	Iteration 26Q: 3 clusters Score -1.613437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -16134377.000000 Penalty: 3884.249023
	Iteration 27Q: 3 clusters Score -1.613438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -16134375.000000 Penalty: 3884.249023
	Iteration 28Q: 3 clusters Score -1.613438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -16134375.000000 Penalty: 3884.249023
	Iteration 29Q: 3 clusters Score -1.613438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -16134371.000000 Penalty: 3884.249023
	Iteration 30Q: 3 clusters Score -1.613437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -16134374.000000 Penalty: 3884.249023
	Iteration 31Q: 3 clusters Score -1.613437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -16134383.000000 Penalty: 3884.249023
	Iteration 32Q: 3 clusters Score -1.613438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -16134379.000000 Penalty: 3884.249023
	Iteration 33Q: 3 clusters Score -1.613438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -16134379.000000 Penalty: 3884.249023
	Iteration 34Q: 3 clusters Score -1.613438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -16134379.000000 Penalty: 3884.249023
	Iteration 35F: 3 clusters Score -1.613438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Entering Unmasked Estep 
Score: -1552194.250000 Penalty: 1560.639526
	Iteration 0F: 2 clusters Score -1552194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1541897.875000 Penalty: 3121.279053
	Iteration 0F: 3 clusters Score -1541898 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1545380.625000 Penalty: 3121.279053
	Iteration 1F: 3 clusters Score -1545381 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1545765.250000 Penalty: 3121.279053
	Iteration 2F: 3 clusters Score -1545765 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1546164.750000 Penalty: 3121.279053
	Iteration 3F: 3 clusters Score -1546165 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1546587.875000 Penalty: 3121.279053
	Iteration 4F: 3 clusters Score -1546588 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1547092.625000 Penalty: 3121.279053
	Iteration 5F: 3 clusters Score -1547093 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1547665.750000 Penalty: 3121.279053
	Iteration 6F: 3 clusters Score -1547666 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1548381.000000 Penalty: 3121.279053
	Iteration 7F: 3 clusters Score -1548381 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1549111.000000 Penalty: 3121.279053
	Iteration 8F: 3 clusters Score -1549111 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1549715.000000 Penalty: 3121.279053
	Iteration 9Q: 3 clusters Score -1549715 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1550131.375000 Penalty: 3121.279053
	Iteration 10Q: 3 clusters Score -1550131 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1550374.250000 Penalty: 3121.279053
	Iteration 11Q: 3 clusters Score -1550374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1550498.250000 Penalty: 3121.279053
	Iteration 12Q: 3 clusters Score -1550498 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1550605.500000 Penalty: 3121.279053
	Iteration 13Q: 3 clusters Score -1550606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1550670.875000 Penalty: 3121.279053
	Iteration 14Q: 3 clusters Score -1550671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1550723.250000 Penalty: 3121.279053
	Iteration 15Q: 3 clusters Score -1550723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1550764.375000 Penalty: 3121.279053
	Iteration 16Q: 3 clusters Score -1550764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1550788.625000 Penalty: 3121.279053
	Iteration 17Q: 3 clusters Score -1550789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1550806.375000 Penalty: 3121.279053
	Iteration 18Q: 3 clusters Score -1550806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1550815.125000 Penalty: 3121.279053
	Iteration 19Q: 3 clusters Score -1550815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1550821.625000 Penalty: 3121.279053
	Iteration 20F: 3 clusters Score -1550822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1550825.625000 Penalty: 3121.279053
	Iteration 21Q: 3 clusters Score -1550826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1550837.500000 Penalty: 3121.279053
	Iteration 22Q: 3 clusters Score -1550838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1550838.000000 Penalty: 3121.279053
	Iteration 23Q: 3 clusters Score -1550838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1550841.625000 Penalty: 3121.279053
	Iteration 24Q: 3 clusters Score -1550842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1550844.000000 Penalty: 3121.279053
	Iteration 25Q: 3 clusters Score -1550844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1550844.000000 Penalty: 3121.279053
	Iteration 26F: 3 clusters Score -1550844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Entering Unmasked Estep 
Score: -673912.562500 Penalty: 1433.291626
	Iteration 0F: 2 clusters Score -673912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -668829.125000 Penalty: 2866.583252
	Iteration 0F: 3 clusters Score -668829.1 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -670427.812500 Penalty: 2866.583252
	Iteration 1F: 3 clusters Score -670427.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -670745.312500 Penalty: 2866.583252
	Iteration 2F: 3 clusters Score -670745.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -671061.312500 Penalty: 2866.583252
	Iteration 3F: 3 clusters Score -671061.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -671396.375000 Penalty: 2866.583252
	Iteration 4F: 3 clusters Score -671396.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -671665.437500 Penalty: 2866.583252
	Iteration 5F: 3 clusters Score -671665.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -671884.125000 Penalty: 2866.583252
	Iteration 6Q: 3 clusters Score -671884.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -672057.750000 Penalty: 2866.583252
	Iteration 7Q: 3 clusters Score -672057.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -672224.937500 Penalty: 2866.583252
	Iteration 8Q: 3 clusters Score -672224.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -672414.062500 Penalty: 2866.583252
	Iteration 9Q: 3 clusters Score -672414.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -672635.687500 Penalty: 2866.583252
	Iteration 10Q: 3 clusters Score -672635.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -672839.812500 Penalty: 2866.583252
	Iteration 11Q: 3 clusters Score -672839.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -672990.250000 Penalty: 2866.583252
	Iteration 12Q: 3 clusters Score -672990.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -673094.062500 Penalty: 2866.583252
	Iteration 13Q: 3 clusters Score -673094.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -673165.500000 Penalty: 2866.583252
	Iteration 14Q: 3 clusters Score -673165.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -673202.562500 Penalty: 2866.583252
	Iteration 15Q: 3 clusters Score -673202.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -673231.812500 Penalty: 2866.583252
	Iteration 16Q: 3 clusters Score -673231.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -673251.250000 Penalty: 2866.583252
	Iteration 17Q: 3 clusters Score -673251.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -673270.625000 Penalty: 2866.583252
	Iteration 18Q: 3 clusters Score -673270.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -673289.437500 Penalty: 2866.583252
	Iteration 19Q: 3 clusters Score -673289.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -673308.687500 Penalty: 2866.583252
	Iteration 20F: 3 clusters Score -673308.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -673322.500000 Penalty: 2866.583252
	Iteration 21Q: 3 clusters Score -673322.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -673336.250000 Penalty: 2866.583252
	Iteration 22Q: 3 clusters Score -673336.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -673347.000000 Penalty: 2866.583252
	Iteration 23Q: 3 clusters Score -673347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -673359.937500 Penalty: 2866.583252
	Iteration 24Q: 3 clusters Score -673359.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -673372.875000 Penalty: 2866.583252
	Iteration 25Q: 3 clusters Score -673372.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -673382.000000 Penalty: 2866.583252
	Iteration 26Q: 3 clusters Score -673382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -673392.250000 Penalty: 2866.583252
	Iteration 27Q: 3 clusters Score -673392.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -673402.937500 Penalty: 2866.583252
	Iteration 28Q: 3 clusters Score -673402.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -673411.437500 Penalty: 2866.583252
	Iteration 29Q: 3 clusters Score -673411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -673417.312500 Penalty: 2866.583252
	Iteration 30Q: 3 clusters Score -673417.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -673423.687500 Penalty: 2866.583252
	Iteration 31Q: 3 clusters Score -673423.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -673429.187500 Penalty: 2866.583252
	Iteration 32Q: 3 clusters Score -673429.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -673434.062500 Penalty: 2866.583252
	Iteration 33Q: 3 clusters Score -673434.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -673439.875000 Penalty: 2866.583252
	Iteration 34Q: 3 clusters Score -673439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -673441.125000 Penalty: 2866.583252
	Iteration 35Q: 3 clusters Score -673441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -673443.875000 Penalty: 2866.583252
	Iteration 36Q: 3 clusters Score -673443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -673447.000000 Penalty: 2866.583252
	Iteration 37Q: 3 clusters Score -673447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -673447.312500 Penalty: 2866.583252
	Iteration 38Q: 3 clusters Score -673447.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -673450.500000 Penalty: 2866.583252
	Iteration 39Q: 3 clusters Score -673450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -673450.125000 Penalty: 2866.583252
	Iteration 40F: 3 clusters Score -673450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -673451.500000 Penalty: 2866.583252
	Iteration 41Q: 3 clusters Score -673451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -673450.687500 Penalty: 2866.583252
	Iteration 42Q: 3 clusters Score -673450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -673451.062500 Penalty: 2866.583252
	Iteration 43Q: 3 clusters Score -673451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -673450.875000 Penalty: 2866.583252
	Iteration 44Q: 3 clusters Score -673450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -673451.437500 Penalty: 2866.583252
	Iteration 45Q: 3 clusters Score -673451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -673451.000000 Penalty: 2866.583252
	Iteration 46Q: 3 clusters Score -673451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -673451.000000 Penalty: 2866.583252
	Iteration 47Q: 3 clusters Score -673451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -673451.000000 Penalty: 2866.583252
	Iteration 48F: 3 clusters Score -673451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (187470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187470 members 
Entering Unmasked Estep 
Score: -19535896.000000 Penalty: 1972.973389
	Iteration 0F: 2 clusters Score -1.95359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -19417018.000000 Penalty: 3945.946777
	Iteration 0F: 3 clusters Score -1.941702e+07 nChanged 90809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -19471434.000000 Penalty: 3945.946777
	Iteration 1F: 3 clusters Score -1.947143e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -19473272.000000 Penalty: 3945.946777
	Iteration 2Q: 3 clusters Score -1.947327e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -19475638.000000 Penalty: 3945.946777
	Iteration 3Q: 3 clusters Score -1.947564e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -19479492.000000 Penalty: 3945.946777
	Iteration 4Q: 3 clusters Score -1.947949e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 116704 members 
Entering Unmasked Estep 
Score: -19485646.000000 Penalty: 3945.946777
	Iteration 5F: 3 clusters Score -1.948565e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -19494524.000000 Penalty: 3945.946777
	Iteration 6F: 3 clusters Score -1.949452e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -19504422.000000 Penalty: 3945.946777
	Iteration 7F: 3 clusters Score -1.950442e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 140645 members 
Entering Unmasked Estep 
Score: -19511932.000000 Penalty: 3945.946777
	Iteration 8F: 3 clusters Score -1.951193e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -19515742.000000 Penalty: 3945.946777
	Iteration 9Q: 3 clusters Score -1.951574e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -19517908.000000 Penalty: 3945.946777
	Iteration 10Q: 3 clusters Score -1.951791e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -19519472.000000 Penalty: 3945.946777
	Iteration 11Q: 3 clusters Score -1.951947e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -19521230.000000 Penalty: 3945.946777
	Iteration 12Q: 3 clusters Score -1.952123e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -19522778.000000 Penalty: 3945.946777
	Iteration 13Q: 3 clusters Score -1.952278e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -19524704.000000 Penalty: 3945.946777
	Iteration 14Q: 3 clusters Score -1.95247e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 172769 members 
Entering Unmasked Estep 
Score: -19526592.000000 Penalty: 3945.946777
	Iteration 15Q: 3 clusters Score -1.952659e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -19528456.000000 Penalty: 3945.946777
	Iteration 16Q: 3 clusters Score -1.952846e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 179960 members 
Entering Unmasked Estep 
Score: -19530154.000000 Penalty: 3945.946777
	Iteration 17Q: 3 clusters Score -1.953015e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 182547 members 
Entering Unmasked Estep 
Score: -19531532.000000 Penalty: 3945.946777
	Iteration 18Q: 3 clusters Score -1.953153e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -19532654.000000 Penalty: 3945.946777
	Iteration 19Q: 3 clusters Score -1.953265e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 185801 members 
Entering Unmasked Estep 
Score: -19533378.000000 Penalty: 3945.946777
	Iteration 20F: 3 clusters Score -1.953338e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 186528 members 
Entering Unmasked Estep 
Score: -19533820.000000 Penalty: 3945.946777
	Iteration 21Q: 3 clusters Score -1.953382e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 186881 members 
Entering Unmasked Estep 
Score: -19534054.000000 Penalty: 3945.946777
	Iteration 22Q: 3 clusters Score -1.953405e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -19534198.000000 Penalty: 3945.946777
	Iteration 23Q: 3 clusters Score -1.95342e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 187121 members 
Entering Unmasked Estep 
Score: -19534256.000000 Penalty: 3945.946777
	Iteration 24Q: 3 clusters Score -1.953426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187153 members 
Entering Unmasked Estep 
Score: -19534276.000000 Penalty: 3945.946777
	Iteration 25Q: 3 clusters Score -1.953428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -19534300.000000 Penalty: 3945.946777
	Iteration 26Q: 3 clusters Score -1.95343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 187182 members 
Entering Unmasked Estep 
Score: -19534328.000000 Penalty: 3945.946777
	Iteration 27Q: 3 clusters Score -1.953433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 187191 members 
Entering Unmasked Estep 
Score: -19534330.000000 Penalty: 3945.946777
	Iteration 28Q: 3 clusters Score -1.953433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 187196 members 
Entering Unmasked Estep 
Score: -19534348.000000 Penalty: 3945.946777
	Iteration 29Q: 3 clusters Score -1.953435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187203 members 
Entering Unmasked Estep 
Score: -19534328.000000 Penalty: 3945.946777
	Iteration 30Q: 3 clusters Score -1.953433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 187210 members 
Entering Unmasked Estep 
Score: -19534338.000000 Penalty: 3945.946777
	Iteration 31Q: 3 clusters Score -1.953434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 187211 members 
Entering Unmasked Estep 
Score: -19534352.000000 Penalty: 3945.946777
	Iteration 32Q: 3 clusters Score -1.953435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 187215 members 
Entering Unmasked Estep 
Score: -19534344.000000 Penalty: 3945.946777
	Iteration 33Q: 3 clusters Score -1.953434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187217 members 
Entering Unmasked Estep 
Score: -19534354.000000 Penalty: 3945.946777
	Iteration 34Q: 3 clusters Score -1.953435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 187220 members 
Entering Unmasked Estep 
Score: -19534346.000000 Penalty: 3945.946777
	Iteration 35Q: 3 clusters Score -1.953435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 187222 members 
Entering Unmasked Estep 
Score: -19534342.000000 Penalty: 3945.946777
	Iteration 36Q: 3 clusters Score -1.953434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 187222 members 
Entering Unmasked Estep 
Score: -19534342.000000 Penalty: 3945.946777
	Iteration 37F: 3 clusters Score -1.953434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -1018535.312500 Penalty: 1499.163818
	Iteration 0F: 2 clusters Score -1018535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1011339.937500 Penalty: 2998.327637
	Iteration 0F: 3 clusters Score -1011340 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1013838.625000 Penalty: 2998.327637
	Iteration 1F: 3 clusters Score -1013839 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1014293.750000 Penalty: 2998.327637
	Iteration 2F: 3 clusters Score -1014294 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1014787.000000 Penalty: 2998.327637
	Iteration 3F: 3 clusters Score -1014787 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1015274.062500 Penalty: 2998.327637
	Iteration 4F: 3 clusters Score -1015274 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1015804.625000 Penalty: 2998.327637
	Iteration 5F: 3 clusters Score -1015805 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1016315.437500 Penalty: 2998.327637
	Iteration 6F: 3 clusters Score -1016315 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1016711.062500 Penalty: 2998.327637
	Iteration 7F: 3 clusters Score -1016711 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1016959.375000 Penalty: 2998.327637
	Iteration 8Q: 3 clusters Score -1016959 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1017159.937500 Penalty: 2998.327637
	Iteration 9Q: 3 clusters Score -1017160 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1017349.937500 Penalty: 2998.327637
	Iteration 10Q: 3 clusters Score -1017350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1017559.250000 Penalty: 2998.327637
	Iteration 11Q: 3 clusters Score -1017559 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1017793.875000 Penalty: 2998.327637
	Iteration 12Q: 3 clusters Score -1017794 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1018013.937500 Penalty: 2998.327637
	Iteration 13Q: 3 clusters Score -1018014 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1018197.000000 Penalty: 2998.327637
	Iteration 14Q: 3 clusters Score -1018197 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1018333.312500 Penalty: 2998.327637
	Iteration 15Q: 3 clusters Score -1018333 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1018426.625000 Penalty: 2998.327637
	Iteration 16Q: 3 clusters Score -1018427 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1018493.875000 Penalty: 2998.327637
	Iteration 17Q: 3 clusters Score -1018494 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1018539.625000 Penalty: 2998.327637
	Iteration 18Q: 3 clusters Score -1018540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1018569.687500 Penalty: 2998.327637
	Iteration 19Q: 3 clusters Score -1018570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1018607.562500 Penalty: 2998.327637
	Iteration 20F: 3 clusters Score -1018608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1018641.250000 Penalty: 2998.327637
	Iteration 21Q: 3 clusters Score -1018641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1018679.562500 Penalty: 2998.327637
	Iteration 22Q: 3 clusters Score -1018680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1018718.000000 Penalty: 2998.327637
	Iteration 23Q: 3 clusters Score -1018718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1018742.000000 Penalty: 2998.327637
	Iteration 24Q: 3 clusters Score -1018742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1018766.125000 Penalty: 2998.327637
	Iteration 25Q: 3 clusters Score -1018766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1018787.187500 Penalty: 2998.327637
	Iteration 26Q: 3 clusters Score -1018787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1018805.812500 Penalty: 2998.327637
	Iteration 27Q: 3 clusters Score -1018806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1018823.187500 Penalty: 2998.327637
	Iteration 28Q: 3 clusters Score -1018823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1018835.062500 Penalty: 2998.327637
	Iteration 29Q: 3 clusters Score -1018835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1018848.937500 Penalty: 2998.327637
	Iteration 30Q: 3 clusters Score -1018849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1018855.187500 Penalty: 2998.327637
	Iteration 31Q: 3 clusters Score -1018855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1018861.500000 Penalty: 2998.327637
	Iteration 32Q: 3 clusters Score -1018862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1018867.812500 Penalty: 2998.327637
	Iteration 33Q: 3 clusters Score -1018868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1018870.437500 Penalty: 2998.327637
	Iteration 34Q: 3 clusters Score -1018870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1018876.500000 Penalty: 2998.327637
	Iteration 35Q: 3 clusters Score -1018876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1018881.250000 Penalty: 2998.327637
	Iteration 36Q: 3 clusters Score -1018881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1018886.125000 Penalty: 2998.327637
	Iteration 37Q: 3 clusters Score -1018886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1018887.437500 Penalty: 2998.327637
	Iteration 38Q: 3 clusters Score -1018887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1018890.812500 Penalty: 2998.327637
	Iteration 39Q: 3 clusters Score -1018891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1018894.812500 Penalty: 2998.327637
	Iteration 40F: 3 clusters Score -1018895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1018902.250000 Penalty: 2998.327637
	Iteration 41Q: 3 clusters Score -1018902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1018903.250000 Penalty: 2998.327637
	Iteration 42Q: 3 clusters Score -1018903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1018907.500000 Penalty: 2998.327637
	Iteration 43Q: 3 clusters Score -1018908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1018906.187500 Penalty: 2998.327637
	Iteration 44Q: 3 clusters Score -1018906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1018907.375000 Penalty: 2998.327637
	Iteration 45Q: 3 clusters Score -1018907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1018906.062500 Penalty: 2998.327637
	Iteration 46Q: 3 clusters Score -1018906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1018908.187500 Penalty: 2998.327637
	Iteration 47Q: 3 clusters Score -1018908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1018909.750000 Penalty: 2998.327637
	Iteration 48Q: 3 clusters Score -1018910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1018909.750000 Penalty: 2998.327637
	Iteration 49F: 3 clusters Score -1018910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Mstep: Class 50 contains 4394 members 
Entering Unmasked Estep 
Score: -154064576.000000 Penalty: 115734.070312
Splitting cluster 29 changes total score from -154065024.000000 to -154064576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (31600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Entering Unmasked Estep 
Score: -2994351.000000 Penalty: 1683.648193
	Iteration 0F: 2 clusters Score -2994351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2973303.500000 Penalty: 3367.296387
	Iteration 0F: 3 clusters Score -2973304 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2981964.500000 Penalty: 3367.296387
	Iteration 1F: 3 clusters Score -2981964 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2982921.750000 Penalty: 3367.296387
	Iteration 2F: 3 clusters Score -2982922 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2983851.750000 Penalty: 3367.296387
	Iteration 3F: 3 clusters Score -2983852 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2984828.250000 Penalty: 3367.296387
	Iteration 4F: 3 clusters Score -2984828 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2985704.750000 Penalty: 3367.296387
	Iteration 5F: 3 clusters Score -2985705 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2986394.500000 Penalty: 3367.296387
	Iteration 6Q: 3 clusters Score -2986394 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2986922.750000 Penalty: 3367.296387
	Iteration 7Q: 3 clusters Score -2986923 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2987307.750000 Penalty: 3367.296387
	Iteration 8Q: 3 clusters Score -2987308 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2987590.000000 Penalty: 3367.296387
	Iteration 9Q: 3 clusters Score -2987590 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2987880.250000 Penalty: 3367.296387
	Iteration 10Q: 3 clusters Score -2987880 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2988191.250000 Penalty: 3367.296387
	Iteration 11Q: 3 clusters Score -2988191 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2988477.500000 Penalty: 3367.296387
	Iteration 12Q: 3 clusters Score -2988478 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2988762.000000 Penalty: 3367.296387
	Iteration 13Q: 3 clusters Score -2988762 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2989043.000000 Penalty: 3367.296387
	Iteration 14Q: 3 clusters Score -2989043 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2989281.750000 Penalty: 3367.296387
	Iteration 15Q: 3 clusters Score -2989282 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2989462.000000 Penalty: 3367.296387
	Iteration 16Q: 3 clusters Score -2989462 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2989595.500000 Penalty: 3367.296387
	Iteration 17Q: 3 clusters Score -2989596 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2989700.750000 Penalty: 3367.296387
	Iteration 18Q: 3 clusters Score -2989701 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2989787.750000 Penalty: 3367.296387
	Iteration 19Q: 3 clusters Score -2989788 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2989878.750000 Penalty: 3367.296387
	Iteration 20F: 3 clusters Score -2989879 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2989973.250000 Penalty: 3367.296387
	Iteration 21Q: 3 clusters Score -2989973 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2990090.500000 Penalty: 3367.296387
	Iteration 22Q: 3 clusters Score -2990090 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2990216.750000 Penalty: 3367.296387
	Iteration 23Q: 3 clusters Score -2990217 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2990347.500000 Penalty: 3367.296387
	Iteration 24Q: 3 clusters Score -2990348 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2990495.750000 Penalty: 3367.296387
	Iteration 25Q: 3 clusters Score -2990496 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2990628.250000 Penalty: 3367.296387
	Iteration 26Q: 3 clusters Score -2990628 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2990819.250000 Penalty: 3367.296387
	Iteration 27Q: 3 clusters Score -2990819 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2990978.250000 Penalty: 3367.296387
	Iteration 28Q: 3 clusters Score -2990978 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2991171.750000 Penalty: 3367.296387
	Iteration 29Q: 3 clusters Score -2991172 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2991365.250000 Penalty: 3367.296387
	Iteration 30Q: 3 clusters Score -2991365 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -2991569.500000 Penalty: 3367.296387
	Iteration 31Q: 3 clusters Score -2991570 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2991765.750000 Penalty: 3367.296387
	Iteration 32Q: 3 clusters Score -2991766 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2991907.500000 Penalty: 3367.296387
	Iteration 33Q: 3 clusters Score -2991908 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -2992023.000000 Penalty: 3367.296387
	Iteration 34Q: 3 clusters Score -2992023 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -2992144.250000 Penalty: 3367.296387
	Iteration 35Q: 3 clusters Score -2992144 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -2992243.250000 Penalty: 3367.296387
	Iteration 36Q: 3 clusters Score -2992243 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -2992325.000000 Penalty: 3367.296387
	Iteration 37Q: 3 clusters Score -2992325 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -2992406.750000 Penalty: 3367.296387
	Iteration 38Q: 3 clusters Score -2992407 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -2992510.750000 Penalty: 3367.296387
	Iteration 39Q: 3 clusters Score -2992511 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2992614.000000 Penalty: 3367.296387
	Iteration 40F: 3 clusters Score -2992614 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -2992742.000000 Penalty: 3367.296387
	Iteration 41Q: 3 clusters Score -2992742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -2992839.000000 Penalty: 3367.296387
	Iteration 42Q: 3 clusters Score -2992839 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2992971.250000 Penalty: 3367.296387
	Iteration 43Q: 3 clusters Score -2992971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2993077.500000 Penalty: 3367.296387
	Iteration 44Q: 3 clusters Score -2993078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -2993182.750000 Penalty: 3367.296387
	Iteration 45Q: 3 clusters Score -2993183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -2993242.250000 Penalty: 3367.296387
	Iteration 46Q: 3 clusters Score -2993242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2993273.500000 Penalty: 3367.296387
	Iteration 47Q: 3 clusters Score -2993274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -2993277.250000 Penalty: 3367.296387
	Iteration 48Q: 3 clusters Score -2993277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -2993288.500000 Penalty: 3367.296387
	Iteration 49Q: 3 clusters Score -2993288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -2993295.500000 Penalty: 3367.296387
	Iteration 50Q: 3 clusters Score -2993296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -2993303.500000 Penalty: 3367.296387
	Iteration 51Q: 3 clusters Score -2993304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -2993315.750000 Penalty: 3367.296387
	Iteration 52Q: 3 clusters Score -2993316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -2993321.000000 Penalty: 3367.296387
	Iteration 53Q: 3 clusters Score -2993321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -2993319.000000 Penalty: 3367.296387
	Iteration 54Q: 3 clusters Score -2993319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -2993333.000000 Penalty: 3367.296387
	Iteration 55Q: 3 clusters Score -2993333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2993339.250000 Penalty: 3367.296387
	Iteration 56Q: 3 clusters Score -2993339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -2993351.250000 Penalty: 3367.296387
	Iteration 57Q: 3 clusters Score -2993351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -2993361.500000 Penalty: 3367.296387
	Iteration 58Q: 3 clusters Score -2993362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -2993370.250000 Penalty: 3367.296387
	Iteration 59Q: 3 clusters Score -2993370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -2993384.250000 Penalty: 3367.296387
	Iteration 60F: 3 clusters Score -2993384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -2993387.500000 Penalty: 3367.296387
	Iteration 61Q: 3 clusters Score -2993388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2993389.000000 Penalty: 3367.296387
	Iteration 62Q: 3 clusters Score -2993389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -2993395.500000 Penalty: 3367.296387
	Iteration 63Q: 3 clusters Score -2993396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -2993389.750000 Penalty: 3367.296387
	Iteration 64Q: 3 clusters Score -2993390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -2993394.750000 Penalty: 3367.296387
	Iteration 65Q: 3 clusters Score -2993395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -2993394.750000 Penalty: 3367.296387
	Iteration 66Q: 3 clusters Score -2993395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -2993396.250000 Penalty: 3367.296387
	Iteration 67Q: 3 clusters Score -2993396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -2993399.500000 Penalty: 3367.296387
	Iteration 68Q: 3 clusters Score -2993400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -2993399.500000 Penalty: 3367.296387
	Iteration 69F: 3 clusters Score -2993400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -747306.437500 Penalty: 1448.539307
	Iteration 0F: 2 clusters Score -747306.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -741822.937500 Penalty: 2897.078613
	Iteration 0F: 3 clusters Score -741822.9 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -743767.687500 Penalty: 2897.078613
	Iteration 1F: 3 clusters Score -743767.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -744248.250000 Penalty: 2897.078613
	Iteration 2F: 3 clusters Score -744248.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -744761.625000 Penalty: 2897.078613
	Iteration 3F: 3 clusters Score -744761.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -745295.687500 Penalty: 2897.078613
	Iteration 4F: 3 clusters Score -745295.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -745769.375000 Penalty: 2897.078613
	Iteration 5F: 3 clusters Score -745769.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -746082.500000 Penalty: 2897.078613
	Iteration 6F: 3 clusters Score -746082.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -746260.875000 Penalty: 2897.078613
	Iteration 7Q: 3 clusters Score -746260.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -746359.437500 Penalty: 2897.078613
	Iteration 8Q: 3 clusters Score -746359.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -746427.812500 Penalty: 2897.078613
	Iteration 9Q: 3 clusters Score -746427.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -746482.187500 Penalty: 2897.078613
	Iteration 10Q: 3 clusters Score -746482.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -746516.375000 Penalty: 2897.078613
	Iteration 11Q: 3 clusters Score -746516.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -746543.625000 Penalty: 2897.078613
	Iteration 12Q: 3 clusters Score -746543.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -746557.437500 Penalty: 2897.078613
	Iteration 13Q: 3 clusters Score -746557.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -746565.062500 Penalty: 2897.078613
	Iteration 14Q: 3 clusters Score -746565.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -746566.625000 Penalty: 2897.078613
	Iteration 15Q: 3 clusters Score -746566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -746570.812500 Penalty: 2897.078613
	Iteration 16Q: 3 clusters Score -746570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -746572.500000 Penalty: 2897.078613
	Iteration 17Q: 3 clusters Score -746572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -746573.250000 Penalty: 2897.078613
	Iteration 18Q: 3 clusters Score -746573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -746573.875000 Penalty: 2897.078613
	Iteration 19Q: 3 clusters Score -746573.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -746578.125000 Penalty: 2897.078613
	Iteration 20F: 3 clusters Score -746578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -746577.812500 Penalty: 2897.078613
	Iteration 21Q: 3 clusters Score -746577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -746580.750000 Penalty: 2897.078613
	Iteration 22Q: 3 clusters Score -746580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -746581.812500 Penalty: 2897.078613
	Iteration 23Q: 3 clusters Score -746581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -746584.875000 Penalty: 2897.078613
	Iteration 24Q: 3 clusters Score -746584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -746585.500000 Penalty: 2897.078613
	Iteration 25Q: 3 clusters Score -746585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -746586.562500 Penalty: 2897.078613
	Iteration 26Q: 3 clusters Score -746586.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -746588.312500 Penalty: 2897.078613
	Iteration 27Q: 3 clusters Score -746588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -746590.937500 Penalty: 2897.078613
	Iteration 28Q: 3 clusters Score -746590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -746589.750000 Penalty: 2897.078613
	Iteration 29Q: 3 clusters Score -746589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -746590.187500 Penalty: 2897.078613
	Iteration 30Q: 3 clusters Score -746590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -746592.812500 Penalty: 2897.078613
	Iteration 31Q: 3 clusters Score -746592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -746592.187500 Penalty: 2897.078613
	Iteration 32Q: 3 clusters Score -746592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -746593.500000 Penalty: 2897.078613
	Iteration 33Q: 3 clusters Score -746593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -746595.375000 Penalty: 2897.078613
	Iteration 34Q: 3 clusters Score -746595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -746597.625000 Penalty: 2897.078613
	Iteration 35Q: 3 clusters Score -746597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -746596.875000 Penalty: 2897.078613
	Iteration 36Q: 3 clusters Score -746596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -746598.125000 Penalty: 2897.078613
	Iteration 37Q: 3 clusters Score -746598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -746599.562500 Penalty: 2897.078613
	Iteration 38Q: 3 clusters Score -746599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -746599.750000 Penalty: 2897.078613
	Iteration 39Q: 3 clusters Score -746599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -746600.437500 Penalty: 2897.078613
	Iteration 40F: 3 clusters Score -746600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -746600.625000 Penalty: 2897.078613
	Iteration 41Q: 3 clusters Score -746600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -746600.625000 Penalty: 2897.078613
	Iteration 42F: 3 clusters Score -746600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Entering Unmasked Estep 
Score: -1106643.375000 Penalty: 1511.754028
	Iteration 0F: 2 clusters Score -1106643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1098818.000000 Penalty: 3023.508057
	Iteration 0F: 3 clusters Score -1098818 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1101534.000000 Penalty: 3023.508057
	Iteration 1F: 3 clusters Score -1101534 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1101823.500000 Penalty: 3023.508057
	Iteration 2F: 3 clusters Score -1101824 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1102066.125000 Penalty: 3023.508057
	Iteration 3F: 3 clusters Score -1102066 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1102285.000000 Penalty: 3023.508057
	Iteration 4Q: 3 clusters Score -1102285 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1102541.875000 Penalty: 3023.508057
	Iteration 5Q: 3 clusters Score -1102542 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1102872.000000 Penalty: 3023.508057
	Iteration 6Q: 3 clusters Score -1102872 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1103280.750000 Penalty: 3023.508057
	Iteration 7F: 3 clusters Score -1103281 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1103695.625000 Penalty: 3023.508057
	Iteration 8F: 3 clusters Score -1103696 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1104004.125000 Penalty: 3023.508057
	Iteration 9Q: 3 clusters Score -1104004 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1104225.750000 Penalty: 3023.508057
	Iteration 10Q: 3 clusters Score -1104226 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1104378.000000 Penalty: 3023.508057
	Iteration 11Q: 3 clusters Score -1104378 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1104458.000000 Penalty: 3023.508057
	Iteration 12Q: 3 clusters Score -1104458 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1104528.625000 Penalty: 3023.508057
	Iteration 13Q: 3 clusters Score -1104529 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1104594.750000 Penalty: 3023.508057
	Iteration 14Q: 3 clusters Score -1104595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1104646.750000 Penalty: 3023.508057
	Iteration 15Q: 3 clusters Score -1104647 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1104696.250000 Penalty: 3023.508057
	Iteration 16Q: 3 clusters Score -1104696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1104724.750000 Penalty: 3023.508057
	Iteration 17Q: 3 clusters Score -1104725 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1104757.875000 Penalty: 3023.508057
	Iteration 18Q: 3 clusters Score -1104758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1104781.250000 Penalty: 3023.508057
	Iteration 19Q: 3 clusters Score -1104781 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1104811.500000 Penalty: 3023.508057
	Iteration 20F: 3 clusters Score -1104812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1104832.000000 Penalty: 3023.508057
	Iteration 21Q: 3 clusters Score -1104832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1104850.375000 Penalty: 3023.508057
	Iteration 22Q: 3 clusters Score -1104850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1104869.250000 Penalty: 3023.508057
	Iteration 23Q: 3 clusters Score -1104869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1104887.250000 Penalty: 3023.508057
	Iteration 24Q: 3 clusters Score -1104887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1104896.875000 Penalty: 3023.508057
	Iteration 25Q: 3 clusters Score -1104897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1104904.000000 Penalty: 3023.508057
	Iteration 26Q: 3 clusters Score -1104904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1104911.250000 Penalty: 3023.508057
	Iteration 27Q: 3 clusters Score -1104911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1104920.125000 Penalty: 3023.508057
	Iteration 28Q: 3 clusters Score -1104920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1104933.625000 Penalty: 3023.508057
	Iteration 29Q: 3 clusters Score -1104934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1104947.750000 Penalty: 3023.508057
	Iteration 30Q: 3 clusters Score -1104948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1104957.000000 Penalty: 3023.508057
	Iteration 31Q: 3 clusters Score -1104957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1104967.375000 Penalty: 3023.508057
	Iteration 32Q: 3 clusters Score -1104967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1104981.125000 Penalty: 3023.508057
	Iteration 33Q: 3 clusters Score -1104981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1104990.375000 Penalty: 3023.508057
	Iteration 34Q: 3 clusters Score -1104990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1105001.375000 Penalty: 3023.508057
	Iteration 35Q: 3 clusters Score -1105001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1105014.875000 Penalty: 3023.508057
	Iteration 36Q: 3 clusters Score -1105015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1105028.625000 Penalty: 3023.508057
	Iteration 37Q: 3 clusters Score -1105029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1105046.125000 Penalty: 3023.508057
	Iteration 38Q: 3 clusters Score -1105046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1105062.625000 Penalty: 3023.508057
	Iteration 39Q: 3 clusters Score -1105063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1105076.000000 Penalty: 3023.508057
	Iteration 40F: 3 clusters Score -1105076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1105083.875000 Penalty: 3023.508057
	Iteration 41Q: 3 clusters Score -1105084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1105093.375000 Penalty: 3023.508057
	Iteration 42Q: 3 clusters Score -1105093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1105105.250000 Penalty: 3023.508057
	Iteration 43Q: 3 clusters Score -1105105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1105115.250000 Penalty: 3023.508057
	Iteration 44Q: 3 clusters Score -1105115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1105121.375000 Penalty: 3023.508057
	Iteration 45Q: 3 clusters Score -1105121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1105125.625000 Penalty: 3023.508057
	Iteration 46Q: 3 clusters Score -1105126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1105128.375000 Penalty: 3023.508057
	Iteration 47Q: 3 clusters Score -1105128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1105129.000000 Penalty: 3023.508057
	Iteration 48Q: 3 clusters Score -1105129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1105134.250000 Penalty: 3023.508057
	Iteration 49Q: 3 clusters Score -1105134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1105137.250000 Penalty: 3023.508057
	Iteration 50Q: 3 clusters Score -1105137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1105143.750000 Penalty: 3023.508057
	Iteration 51Q: 3 clusters Score -1105144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1105148.000000 Penalty: 3023.508057
	Iteration 52Q: 3 clusters Score -1105148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1105147.375000 Penalty: 3023.508057
	Iteration 53Q: 3 clusters Score -1105147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1105150.000000 Penalty: 3023.508057
	Iteration 54Q: 3 clusters Score -1105150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1105154.000000 Penalty: 3023.508057
	Iteration 55Q: 3 clusters Score -1105154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1105158.500000 Penalty: 3023.508057
	Iteration 56Q: 3 clusters Score -1105158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1105160.125000 Penalty: 3023.508057
	Iteration 57Q: 3 clusters Score -1105160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1105162.375000 Penalty: 3023.508057
	Iteration 58Q: 3 clusters Score -1105162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1105165.625000 Penalty: 3023.508057
	Iteration 59Q: 3 clusters Score -1105166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1105172.250000 Penalty: 3023.508057
	Iteration 60F: 3 clusters Score -1105172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1105172.375000 Penalty: 3023.508057
	Iteration 61Q: 3 clusters Score -1105172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1105175.250000 Penalty: 3023.508057
	Iteration 62Q: 3 clusters Score -1105175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1105174.500000 Penalty: 3023.508057
	Iteration 63Q: 3 clusters Score -1105174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1105174.250000 Penalty: 3023.508057
	Iteration 64Q: 3 clusters Score -1105174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1105175.375000 Penalty: 3023.508057
	Iteration 65Q: 3 clusters Score -1105175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1105176.375000 Penalty: 3023.508057
	Iteration 66Q: 3 clusters Score -1105176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1105178.000000 Penalty: 3023.508057
	Iteration 67Q: 3 clusters Score -1105178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1105177.750000 Penalty: 3023.508057
	Iteration 68Q: 3 clusters Score -1105178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1105178.000000 Penalty: 3023.508057
	Iteration 69Q: 3 clusters Score -1105178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1105177.125000 Penalty: 3023.508057
	Iteration 70Q: 3 clusters Score -1105177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1105178.750000 Penalty: 3023.508057
	Iteration 71Q: 3 clusters Score -1105179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1105178.625000 Penalty: 3023.508057
	Iteration 72Q: 3 clusters Score -1105179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1105178.500000 Penalty: 3023.508057
	Iteration 73Q: 3 clusters Score -1105178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1105177.250000 Penalty: 3023.508057
	Iteration 74Q: 3 clusters Score -1105177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1105178.625000 Penalty: 3023.508057
	Iteration 75Q: 3 clusters Score -1105179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1105178.625000 Penalty: 3023.508057
	Iteration 76Q: 3 clusters Score -1105179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1105178.625000 Penalty: 3023.508057
	Iteration 77F: 3 clusters Score -1105179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Entering Unmasked Estep 
Score: -1792378.000000 Penalty: 1578.744263
	Iteration 0F: 2 clusters Score -1792378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1780898.625000 Penalty: 3157.488525
	Iteration 0F: 3 clusters Score -1780899 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1784824.125000 Penalty: 3157.488525
	Iteration 1F: 3 clusters Score -1784824 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1785183.500000 Penalty: 3157.488525
	Iteration 2F: 3 clusters Score -1785184 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1785559.250000 Penalty: 3157.488525
	Iteration 3F: 3 clusters Score -1785559 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1785914.250000 Penalty: 3157.488525
	Iteration 4Q: 3 clusters Score -1785914 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1786238.250000 Penalty: 3157.488525
	Iteration 5Q: 3 clusters Score -1786238 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1786563.500000 Penalty: 3157.488525
	Iteration 6Q: 3 clusters Score -1786564 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1786933.125000 Penalty: 3157.488525
	Iteration 7Q: 3 clusters Score -1786933 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1787425.625000 Penalty: 3157.488525
	Iteration 8Q: 3 clusters Score -1787426 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1788090.625000 Penalty: 3157.488525
	Iteration 9F: 3 clusters Score -1788091 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1788774.500000 Penalty: 3157.488525
	Iteration 10F: 3 clusters Score -1788774 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1789238.250000 Penalty: 3157.488525
	Iteration 11Q: 3 clusters Score -1789238 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1789502.500000 Penalty: 3157.488525
	Iteration 12Q: 3 clusters Score -1789502 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1789655.250000 Penalty: 3157.488525
	Iteration 13Q: 3 clusters Score -1789655 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1789760.750000 Penalty: 3157.488525
	Iteration 14Q: 3 clusters Score -1789761 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1789830.375000 Penalty: 3157.488525
	Iteration 15Q: 3 clusters Score -1789830 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1789902.500000 Penalty: 3157.488525
	Iteration 16Q: 3 clusters Score -1789902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1789955.625000 Penalty: 3157.488525
	Iteration 17Q: 3 clusters Score -1789956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1790004.125000 Penalty: 3157.488525
	Iteration 18Q: 3 clusters Score -1790004 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1790043.125000 Penalty: 3157.488525
	Iteration 19Q: 3 clusters Score -1790043 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1790088.250000 Penalty: 3157.488525
	Iteration 20F: 3 clusters Score -1790088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1790127.375000 Penalty: 3157.488525
	Iteration 21Q: 3 clusters Score -1790127 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1790174.375000 Penalty: 3157.488525
	Iteration 22Q: 3 clusters Score -1790174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1790205.125000 Penalty: 3157.488525
	Iteration 23Q: 3 clusters Score -1790205 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1790254.625000 Penalty: 3157.488525
	Iteration 24Q: 3 clusters Score -1790255 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1790307.500000 Penalty: 3157.488525
	Iteration 25Q: 3 clusters Score -1790308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1790342.250000 Penalty: 3157.488525
	Iteration 26Q: 3 clusters Score -1790342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1790387.000000 Penalty: 3157.488525
	Iteration 27Q: 3 clusters Score -1790387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1790417.250000 Penalty: 3157.488525
	Iteration 28Q: 3 clusters Score -1790417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1790463.375000 Penalty: 3157.488525
	Iteration 29Q: 3 clusters Score -1790463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1790496.250000 Penalty: 3157.488525
	Iteration 30Q: 3 clusters Score -1790496 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1790525.125000 Penalty: 3157.488525
	Iteration 31Q: 3 clusters Score -1790525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1790562.000000 Penalty: 3157.488525
	Iteration 32Q: 3 clusters Score -1790562 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1790600.500000 Penalty: 3157.488525
	Iteration 33Q: 3 clusters Score -1790600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1790635.125000 Penalty: 3157.488525
	Iteration 34Q: 3 clusters Score -1790635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1790663.500000 Penalty: 3157.488525
	Iteration 35Q: 3 clusters Score -1790664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1790695.125000 Penalty: 3157.488525
	Iteration 36Q: 3 clusters Score -1790695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1790721.000000 Penalty: 3157.488525
	Iteration 37Q: 3 clusters Score -1790721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1790741.500000 Penalty: 3157.488525
	Iteration 38Q: 3 clusters Score -1790742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1790763.750000 Penalty: 3157.488525
	Iteration 39Q: 3 clusters Score -1790764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1790778.625000 Penalty: 3157.488525
	Iteration 40F: 3 clusters Score -1790779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1790796.500000 Penalty: 3157.488525
	Iteration 41Q: 3 clusters Score -1790796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1790818.625000 Penalty: 3157.488525
	Iteration 42Q: 3 clusters Score -1790819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1790838.500000 Penalty: 3157.488525
	Iteration 43Q: 3 clusters Score -1790838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1790856.250000 Penalty: 3157.488525
	Iteration 44Q: 3 clusters Score -1790856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1790875.375000 Penalty: 3157.488525
	Iteration 45Q: 3 clusters Score -1790875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1790884.625000 Penalty: 3157.488525
	Iteration 46Q: 3 clusters Score -1790885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1790903.875000 Penalty: 3157.488525
	Iteration 47Q: 3 clusters Score -1790904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1790917.625000 Penalty: 3157.488525
	Iteration 48Q: 3 clusters Score -1790918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1790931.750000 Penalty: 3157.488525
	Iteration 49Q: 3 clusters Score -1790932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1790951.250000 Penalty: 3157.488525
	Iteration 50Q: 3 clusters Score -1790951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1790961.125000 Penalty: 3157.488525
	Iteration 51Q: 3 clusters Score -1790961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1790970.750000 Penalty: 3157.488525
	Iteration 52Q: 3 clusters Score -1790971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1790985.250000 Penalty: 3157.488525
	Iteration 53Q: 3 clusters Score -1790985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1791001.375000 Penalty: 3157.488525
	Iteration 54Q: 3 clusters Score -1791001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1791015.875000 Penalty: 3157.488525
	Iteration 55Q: 3 clusters Score -1791016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1791030.750000 Penalty: 3157.488525
	Iteration 56Q: 3 clusters Score -1791031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1791036.750000 Penalty: 3157.488525
	Iteration 57Q: 3 clusters Score -1791037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1791049.375000 Penalty: 3157.488525
	Iteration 58Q: 3 clusters Score -1791049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1791055.125000 Penalty: 3157.488525
	Iteration 59Q: 3 clusters Score -1791055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1791061.000000 Penalty: 3157.488525
	Iteration 60F: 3 clusters Score -1791061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1791066.500000 Penalty: 3157.488525
	Iteration 61Q: 3 clusters Score -1791066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1791072.875000 Penalty: 3157.488525
	Iteration 62Q: 3 clusters Score -1791073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1791073.500000 Penalty: 3157.488525
	Iteration 63Q: 3 clusters Score -1791074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1791082.125000 Penalty: 3157.488525
	Iteration 64Q: 3 clusters Score -1791082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1791087.875000 Penalty: 3157.488525
	Iteration 65Q: 3 clusters Score -1791088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1791094.000000 Penalty: 3157.488525
	Iteration 66Q: 3 clusters Score -1791094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1791100.000000 Penalty: 3157.488525
	Iteration 67Q: 3 clusters Score -1791100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1791106.875000 Penalty: 3157.488525
	Iteration 68Q: 3 clusters Score -1791107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1791110.750000 Penalty: 3157.488525
	Iteration 69Q: 3 clusters Score -1791111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1791113.125000 Penalty: 3157.488525
	Iteration 70Q: 3 clusters Score -1791113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1791111.125000 Penalty: 3157.488525
	Iteration 71Q: 3 clusters Score -1791111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1791110.625000 Penalty: 3157.488525
	Iteration 72Q: 3 clusters Score -1791111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1791115.250000 Penalty: 3157.488525
	Iteration 73Q: 3 clusters Score -1791115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1791118.500000 Penalty: 3157.488525
	Iteration 74Q: 3 clusters Score -1791118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1791116.500000 Penalty: 3157.488525
	Iteration 75Q: 3 clusters Score -1791116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1791117.875000 Penalty: 3157.488525
	Iteration 76Q: 3 clusters Score -1791118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1791118.000000 Penalty: 3157.488525
	Iteration 77Q: 3 clusters Score -1791118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1791119.500000 Penalty: 3157.488525
	Iteration 78Q: 3 clusters Score -1791120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1791123.125000 Penalty: 3157.488525
	Iteration 79Q: 3 clusters Score -1791123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1791122.750000 Penalty: 3157.488525
	Iteration 80F: 3 clusters Score -1791123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1791125.375000 Penalty: 3157.488525
	Iteration 81Q: 3 clusters Score -1791125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1791124.125000 Penalty: 3157.488525
	Iteration 82Q: 3 clusters Score -1791124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1791125.000000 Penalty: 3157.488525
	Iteration 83Q: 3 clusters Score -1791125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1791122.875000 Penalty: 3157.488525
	Iteration 84Q: 3 clusters Score -1791123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1791124.000000 Penalty: 3157.488525
	Iteration 85Q: 3 clusters Score -1791124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1791122.375000 Penalty: 3157.488525
	Iteration 86Q: 3 clusters Score -1791122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1791121.875000 Penalty: 3157.488525
	Iteration 87Q: 3 clusters Score -1791122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1791124.000000 Penalty: 3157.488525
	Iteration 88Q: 3 clusters Score -1791124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1791126.000000 Penalty: 3157.488525
	Iteration 89Q: 3 clusters Score -1791126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1791124.750000 Penalty: 3157.488525
	Iteration 90Q: 3 clusters Score -1791125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1791126.750000 Penalty: 3157.488525
	Iteration 91Q: 3 clusters Score -1791127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1791127.000000 Penalty: 3157.488525
	Iteration 92Q: 3 clusters Score -1791127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1791131.125000 Penalty: 3157.488525
	Iteration 93Q: 3 clusters Score -1791131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1791130.500000 Penalty: 3157.488525
	Iteration 94Q: 3 clusters Score -1791130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1791135.500000 Penalty: 3157.488525
	Iteration 95Q: 3 clusters Score -1791136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1791139.750000 Penalty: 3157.488525
	Iteration 96Q: 3 clusters Score -1791140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1791147.750000 Penalty: 3157.488525
	Iteration 97Q: 3 clusters Score -1791148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1791146.875000 Penalty: 3157.488525
	Iteration 98Q: 3 clusters Score -1791147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1791148.250000 Penalty: 3157.488525
	Iteration 99Q: 3 clusters Score -1791148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1791149.875000 Penalty: 3157.488525
	Iteration 100F: 3 clusters Score -1791150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1791151.375000 Penalty: 3157.488525
	Iteration 101Q: 3 clusters Score -1791151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1791149.625000 Penalty: 3157.488525
	Iteration 102Q: 3 clusters Score -1791150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1791149.625000 Penalty: 3157.488525
	Iteration 103F: 3 clusters Score -1791150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -343268.812500 Penalty: 1323.463257
	Iteration 0F: 2 clusters Score -343268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -340242.812500 Penalty: 2646.926514
	Iteration 0F: 3 clusters Score -340242.8 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -341108.375000 Penalty: 2646.926514
	Iteration 1F: 3 clusters Score -341108.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -341308.375000 Penalty: 2646.926514
	Iteration 2F: 3 clusters Score -341308.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -341461.531250 Penalty: 2646.926514
	Iteration 3F: 3 clusters Score -341461.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -341594.218750 Penalty: 2646.926514
	Iteration 4Q: 3 clusters Score -341594.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -341704.500000 Penalty: 2646.926514
	Iteration 5Q: 3 clusters Score -341704.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -341773.718750 Penalty: 2646.926514
	Iteration 6Q: 3 clusters Score -341773.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -341832.875000 Penalty: 2646.926514
	Iteration 7Q: 3 clusters Score -341832.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -341880.906250 Penalty: 2646.926514
	Iteration 8Q: 3 clusters Score -341880.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -341929.250000 Penalty: 2646.926514
	Iteration 9Q: 3 clusters Score -341929.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -341976.031250 Penalty: 2646.926514
	Iteration 10Q: 3 clusters Score -341976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -342018.375000 Penalty: 2646.926514
	Iteration 11Q: 3 clusters Score -342018.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -342054.343750 Penalty: 2646.926514
	Iteration 12Q: 3 clusters Score -342054.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -342090.093750 Penalty: 2646.926514
	Iteration 13Q: 3 clusters Score -342090.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -342122.437500 Penalty: 2646.926514
	Iteration 14Q: 3 clusters Score -342122.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -342150.906250 Penalty: 2646.926514
	Iteration 15Q: 3 clusters Score -342150.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -342173.843750 Penalty: 2646.926514
	Iteration 16Q: 3 clusters Score -342173.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -342194.781250 Penalty: 2646.926514
	Iteration 17Q: 3 clusters Score -342194.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -342214.281250 Penalty: 2646.926514
	Iteration 18Q: 3 clusters Score -342214.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -342243.437500 Penalty: 2646.926514
	Iteration 19Q: 3 clusters Score -342243.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -342263.687500 Penalty: 2646.926514
	Iteration 20F: 3 clusters Score -342263.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -342278.718750 Penalty: 2646.926514
	Iteration 21Q: 3 clusters Score -342278.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -342289.218750 Penalty: 2646.926514
	Iteration 22Q: 3 clusters Score -342289.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -342300.625000 Penalty: 2646.926514
	Iteration 23Q: 3 clusters Score -342300.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -342309.031250 Penalty: 2646.926514
	Iteration 24Q: 3 clusters Score -342309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -342315.218750 Penalty: 2646.926514
	Iteration 25Q: 3 clusters Score -342315.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -342324.875000 Penalty: 2646.926514
	Iteration 26Q: 3 clusters Score -342324.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -342332.968750 Penalty: 2646.926514
	Iteration 27Q: 3 clusters Score -342333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -342340.437500 Penalty: 2646.926514
	Iteration 28Q: 3 clusters Score -342340.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -342346.406250 Penalty: 2646.926514
	Iteration 29Q: 3 clusters Score -342346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -342350.281250 Penalty: 2646.926514
	Iteration 30Q: 3 clusters Score -342350.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -342352.500000 Penalty: 2646.926514
	Iteration 31Q: 3 clusters Score -342352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -342354.187500 Penalty: 2646.926514
	Iteration 32Q: 3 clusters Score -342354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -342354.906250 Penalty: 2646.926514
	Iteration 33Q: 3 clusters Score -342354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -342356.218750 Penalty: 2646.926514
	Iteration 34Q: 3 clusters Score -342356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -342360.093750 Penalty: 2646.926514
	Iteration 35Q: 3 clusters Score -342360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -342361.406250 Penalty: 2646.926514
	Iteration 36Q: 3 clusters Score -342361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -342361.343750 Penalty: 2646.926514
	Iteration 37Q: 3 clusters Score -342361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -342362.968750 Penalty: 2646.926514
	Iteration 38Q: 3 clusters Score -342363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -342362.875000 Penalty: 2646.926514
	Iteration 39Q: 3 clusters Score -342362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -342362.937500 Penalty: 2646.926514
	Iteration 40F: 3 clusters Score -342362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -317903.406250 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -317903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -315055.312500 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -315055.3 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -315982.968750 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -315983 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -316583.906250 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -316583.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -316979.125000 Penalty: 2623.754639
	Iteration 3F: 3 clusters Score -316979.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -317227.062500 Penalty: 2623.754639
	Iteration 4F: 3 clusters Score -317227.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -317453.843750 Penalty: 2623.754639
	Iteration 5F: 3 clusters Score -317453.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -317663.312500 Penalty: 2623.754639
	Iteration 6F: 3 clusters Score -317663.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -317851.500000 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -317851.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -317995.375000 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -317995.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -318092.000000 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -318092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -318176.812500 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -318176.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -318273.468750 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -318273.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -318338.843750 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -318338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -318371.343750 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -318371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -318385.906250 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -318385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -318393.250000 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -318393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -318396.000000 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -318396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -318401.125000 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -318401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -318404.062500 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -318404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -318406.625000 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -318406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -318408.656250 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -318408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Mstep: Class 50 contains 2883 members 
Entering Unmasked Estep 
Score: -154064288.000000 Penalty: 115734.070312
Splitting cluster 35 changes total score from -154065024.000000 to -154064288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -423547.062500 Penalty: 1360.852417
	Iteration 0F: 2 clusters Score -423547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -419973.562500 Penalty: 2721.704834
	Iteration 0F: 3 clusters Score -419973.6 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -420945.312500 Penalty: 2721.704834
	Iteration 1F: 3 clusters Score -420945.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -421165.000000 Penalty: 2721.704834
	Iteration 2F: 3 clusters Score -421165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -421319.093750 Penalty: 2721.704834
	Iteration 3F: 3 clusters Score -421319.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -421460.687500 Penalty: 2721.704834
	Iteration 4F: 3 clusters Score -421460.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -421581.125000 Penalty: 2721.704834
	Iteration 5Q: 3 clusters Score -421581.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -421680.093750 Penalty: 2721.704834
	Iteration 6Q: 3 clusters Score -421680.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -421770.593750 Penalty: 2721.704834
	Iteration 7Q: 3 clusters Score -421770.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -421843.593750 Penalty: 2721.704834
	Iteration 8Q: 3 clusters Score -421843.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -421915.250000 Penalty: 2721.704834
	Iteration 9Q: 3 clusters Score -421915.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -421982.125000 Penalty: 2721.704834
	Iteration 10Q: 3 clusters Score -421982.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -422049.406250 Penalty: 2721.704834
	Iteration 11Q: 3 clusters Score -422049.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -422123.812500 Penalty: 2721.704834
	Iteration 12Q: 3 clusters Score -422123.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -422180.656250 Penalty: 2721.704834
	Iteration 13Q: 3 clusters Score -422180.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -422228.718750 Penalty: 2721.704834
	Iteration 14Q: 3 clusters Score -422228.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -422281.250000 Penalty: 2721.704834
	Iteration 15Q: 3 clusters Score -422281.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -422324.593750 Penalty: 2721.704834
	Iteration 16Q: 3 clusters Score -422324.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -422372.656250 Penalty: 2721.704834
	Iteration 17Q: 3 clusters Score -422372.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -422410.687500 Penalty: 2721.704834
	Iteration 18Q: 3 clusters Score -422410.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -422437.437500 Penalty: 2721.704834
	Iteration 19Q: 3 clusters Score -422437.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -422462.000000 Penalty: 2721.704834
	Iteration 20F: 3 clusters Score -422462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -422485.406250 Penalty: 2721.704834
	Iteration 21Q: 3 clusters Score -422485.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -422510.750000 Penalty: 2721.704834
	Iteration 22Q: 3 clusters Score -422510.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -422536.593750 Penalty: 2721.704834
	Iteration 23Q: 3 clusters Score -422536.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -422553.593750 Penalty: 2721.704834
	Iteration 24Q: 3 clusters Score -422553.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -422569.718750 Penalty: 2721.704834
	Iteration 25Q: 3 clusters Score -422569.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -422585.531250 Penalty: 2721.704834
	Iteration 26Q: 3 clusters Score -422585.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -422592.781250 Penalty: 2721.704834
	Iteration 27Q: 3 clusters Score -422592.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -422605.500000 Penalty: 2721.704834
	Iteration 28Q: 3 clusters Score -422605.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -422617.937500 Penalty: 2721.704834
	Iteration 29Q: 3 clusters Score -422617.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -422627.687500 Penalty: 2721.704834
	Iteration 30Q: 3 clusters Score -422627.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -422634.187500 Penalty: 2721.704834
	Iteration 31Q: 3 clusters Score -422634.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -422638.843750 Penalty: 2721.704834
	Iteration 32Q: 3 clusters Score -422638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -422641.000000 Penalty: 2721.704834
	Iteration 33Q: 3 clusters Score -422641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -422642.218750 Penalty: 2721.704834
	Iteration 34Q: 3 clusters Score -422642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -422642.375000 Penalty: 2721.704834
	Iteration 35Q: 3 clusters Score -422642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -422643.187500 Penalty: 2721.704834
	Iteration 36Q: 3 clusters Score -422643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -422643.781250 Penalty: 2721.704834
	Iteration 37Q: 3 clusters Score -422643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -422643.781250 Penalty: 2721.704834
	Iteration 38F: 3 clusters Score -422643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -340489.000000 Penalty: 1338.375244
	Iteration 0F: 2 clusters Score -340489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -337374.812500 Penalty: 2676.750488
	Iteration 0F: 3 clusters Score -337374.8 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -338397.312500 Penalty: 2676.750488
	Iteration 1F: 3 clusters Score -338397.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -338632.562500 Penalty: 2676.750488
	Iteration 2F: 3 clusters Score -338632.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -338834.437500 Penalty: 2676.750488
	Iteration 3F: 3 clusters Score -338834.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -339041.000000 Penalty: 2676.750488
	Iteration 4F: 3 clusters Score -339041 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -339281.156250 Penalty: 2676.750488
	Iteration 5F: 3 clusters Score -339281.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -339587.218750 Penalty: 2676.750488
	Iteration 6F: 3 clusters Score -339587.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -339918.593750 Penalty: 2676.750488
	Iteration 7F: 3 clusters Score -339918.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -340185.406250 Penalty: 2676.750488
	Iteration 8Q: 3 clusters Score -340185.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -340373.625000 Penalty: 2676.750488
	Iteration 9Q: 3 clusters Score -340373.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -340526.625000 Penalty: 2676.750488
	Iteration 10Q: 3 clusters Score -340526.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -340635.656250 Penalty: 2676.750488
	Iteration 11Q: 3 clusters Score -340635.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -340712.125000 Penalty: 2676.750488
	Iteration 12Q: 3 clusters Score -340712.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -340757.562500 Penalty: 2676.750488
	Iteration 13Q: 3 clusters Score -340757.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -340784.750000 Penalty: 2676.750488
	Iteration 14Q: 3 clusters Score -340784.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -340804.093750 Penalty: 2676.750488
	Iteration 15Q: 3 clusters Score -340804.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -340821.906250 Penalty: 2676.750488
	Iteration 16Q: 3 clusters Score -340821.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -340836.406250 Penalty: 2676.750488
	Iteration 17Q: 3 clusters Score -340836.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -340845.187500 Penalty: 2676.750488
	Iteration 18Q: 3 clusters Score -340845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -340851.781250 Penalty: 2676.750488
	Iteration 19Q: 3 clusters Score -340851.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -340859.625000 Penalty: 2676.750488
	Iteration 20F: 3 clusters Score -340859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340863.531250 Penalty: 2676.750488
	Iteration 21Q: 3 clusters Score -340863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340864.250000 Penalty: 2676.750488
	Iteration 22Q: 3 clusters Score -340864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340865.843750 Penalty: 2676.750488
	Iteration 23Q: 3 clusters Score -340865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -340866.406250 Penalty: 2676.750488
	Iteration 24Q: 3 clusters Score -340866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -340867.156250 Penalty: 2676.750488
	Iteration 25Q: 3 clusters Score -340867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -340867.468750 Penalty: 2676.750488
	Iteration 26Q: 3 clusters Score -340867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -340868.625000 Penalty: 2676.750488
	Iteration 27Q: 3 clusters Score -340868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -340868.843750 Penalty: 2676.750488
	Iteration 28Q: 3 clusters Score -340868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -340869.875000 Penalty: 2676.750488
	Iteration 29Q: 3 clusters Score -340869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340871.625000 Penalty: 2676.750488
	Iteration 30Q: 3 clusters Score -340871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -340871.875000 Penalty: 2676.750488
	Iteration 31Q: 3 clusters Score -340871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -340872.656250 Penalty: 2676.750488
	Iteration 32Q: 3 clusters Score -340872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340872.437500 Penalty: 2676.750488
	Iteration 33Q: 3 clusters Score -340872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340872.437500 Penalty: 2676.750488
	Iteration 34F: 3 clusters Score -340872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 1360 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Mstep: Class 50 contains 2415 members 
Entering Unmasked Estep 
Score: -154064208.000000 Penalty: 115734.070312
Splitting cluster 37 changes total score from -154065024.000000 to -154064208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (15069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Entering Unmasked Estep 
Score: -1533070.500000 Penalty: 1563.314087
	Iteration 0F: 2 clusters Score -1533070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1522605.625000 Penalty: 3126.628174
	Iteration 0F: 3 clusters Score -1522606 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1526211.250000 Penalty: 3126.628174
	Iteration 1F: 3 clusters Score -1526211 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1526590.625000 Penalty: 3126.628174
	Iteration 2F: 3 clusters Score -1526591 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1526985.375000 Penalty: 3126.628174
	Iteration 3F: 3 clusters Score -1526985 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1527427.875000 Penalty: 3126.628174
	Iteration 4F: 3 clusters Score -1527428 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1527972.000000 Penalty: 3126.628174
	Iteration 5F: 3 clusters Score -1527972 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1528593.375000 Penalty: 3126.628174
	Iteration 6F: 3 clusters Score -1528593 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1529241.750000 Penalty: 3126.628174
	Iteration 7F: 3 clusters Score -1529242 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1529908.125000 Penalty: 3126.628174
	Iteration 8F: 3 clusters Score -1529908 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1530570.125000 Penalty: 3126.628174
	Iteration 9Q: 3 clusters Score -1530570 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1530982.875000 Penalty: 3126.628174
	Iteration 10Q: 3 clusters Score -1530983 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1531210.250000 Penalty: 3126.628174
	Iteration 11Q: 3 clusters Score -1531210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1531336.750000 Penalty: 3126.628174
	Iteration 12Q: 3 clusters Score -1531337 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1531419.750000 Penalty: 3126.628174
	Iteration 13Q: 3 clusters Score -1531420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1531478.250000 Penalty: 3126.628174
	Iteration 14Q: 3 clusters Score -1531478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1531522.875000 Penalty: 3126.628174
	Iteration 15Q: 3 clusters Score -1531523 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1531554.875000 Penalty: 3126.628174
	Iteration 16Q: 3 clusters Score -1531555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1531581.750000 Penalty: 3126.628174
	Iteration 17Q: 3 clusters Score -1531582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1531605.500000 Penalty: 3126.628174
	Iteration 18Q: 3 clusters Score -1531606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1531634.500000 Penalty: 3126.628174
	Iteration 19Q: 3 clusters Score -1531634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1531654.000000 Penalty: 3126.628174
	Iteration 20F: 3 clusters Score -1531654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1531671.125000 Penalty: 3126.628174
	Iteration 21Q: 3 clusters Score -1531671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1531683.250000 Penalty: 3126.628174
	Iteration 22Q: 3 clusters Score -1531683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1531703.375000 Penalty: 3126.628174
	Iteration 23Q: 3 clusters Score -1531703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1531709.000000 Penalty: 3126.628174
	Iteration 24Q: 3 clusters Score -1531709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1531723.500000 Penalty: 3126.628174
	Iteration 25Q: 3 clusters Score -1531724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1531729.625000 Penalty: 3126.628174
	Iteration 26Q: 3 clusters Score -1531730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1531738.625000 Penalty: 3126.628174
	Iteration 27Q: 3 clusters Score -1531739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1531750.125000 Penalty: 3126.628174
	Iteration 28Q: 3 clusters Score -1531750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1531759.625000 Penalty: 3126.628174
	Iteration 29Q: 3 clusters Score -1531760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1531761.625000 Penalty: 3126.628174
	Iteration 30Q: 3 clusters Score -1531762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1531766.375000 Penalty: 3126.628174
	Iteration 31Q: 3 clusters Score -1531766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1531766.375000 Penalty: 3126.628174
	Iteration 32Q: 3 clusters Score -1531766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1531766.375000 Penalty: 3126.628174
	Iteration 33Q: 3 clusters Score -1531766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1531764.750000 Penalty: 3126.628174
	Iteration 34Q: 3 clusters Score -1531765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1531765.625000 Penalty: 3126.628174
	Iteration 35Q: 3 clusters Score -1531766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1531767.875000 Penalty: 3126.628174
	Iteration 36Q: 3 clusters Score -1531768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1531769.375000 Penalty: 3126.628174
	Iteration 37Q: 3 clusters Score -1531769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1531772.250000 Penalty: 3126.628174
	Iteration 38Q: 3 clusters Score -1531772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1531769.000000 Penalty: 3126.628174
	Iteration 39Q: 3 clusters Score -1531769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1531770.375000 Penalty: 3126.628174
	Iteration 40F: 3 clusters Score -1531770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1531769.625000 Penalty: 3126.628174
	Iteration 41Q: 3 clusters Score -1531770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1531771.000000 Penalty: 3126.628174
	Iteration 42Q: 3 clusters Score -1531771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1531775.000000 Penalty: 3126.628174
	Iteration 43Q: 3 clusters Score -1531775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1531780.875000 Penalty: 3126.628174
	Iteration 44Q: 3 clusters Score -1531781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1531782.125000 Penalty: 3126.628174
	Iteration 45Q: 3 clusters Score -1531782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1531786.625000 Penalty: 3126.628174
	Iteration 46Q: 3 clusters Score -1531787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1531794.750000 Penalty: 3126.628174
	Iteration 47Q: 3 clusters Score -1531795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1531800.500000 Penalty: 3126.628174
	Iteration 48Q: 3 clusters Score -1531800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1531798.625000 Penalty: 3126.628174
	Iteration 49Q: 3 clusters Score -1531799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1531805.500000 Penalty: 3126.628174
	Iteration 50Q: 3 clusters Score -1531806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1531821.625000 Penalty: 3126.628174
	Iteration 51Q: 3 clusters Score -1531822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1531831.500000 Penalty: 3126.628174
	Iteration 52Q: 3 clusters Score -1531832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1531841.625000 Penalty: 3126.628174
	Iteration 53Q: 3 clusters Score -1531842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1531849.125000 Penalty: 3126.628174
	Iteration 54Q: 3 clusters Score -1531849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1531857.625000 Penalty: 3126.628174
	Iteration 55Q: 3 clusters Score -1531858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1531864.625000 Penalty: 3126.628174
	Iteration 56Q: 3 clusters Score -1531865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1531869.500000 Penalty: 3126.628174
	Iteration 57Q: 3 clusters Score -1531870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1531873.750000 Penalty: 3126.628174
	Iteration 58Q: 3 clusters Score -1531874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1531877.875000 Penalty: 3126.628174
	Iteration 59Q: 3 clusters Score -1531878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1531880.000000 Penalty: 3126.628174
	Iteration 60F: 3 clusters Score -1531880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1531884.250000 Penalty: 3126.628174
	Iteration 61Q: 3 clusters Score -1531884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1531888.500000 Penalty: 3126.628174
	Iteration 62Q: 3 clusters Score -1531888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1531894.375000 Penalty: 3126.628174
	Iteration 63Q: 3 clusters Score -1531894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1531901.750000 Penalty: 3126.628174
	Iteration 64Q: 3 clusters Score -1531902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1531904.500000 Penalty: 3126.628174
	Iteration 65Q: 3 clusters Score -1531904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1531905.500000 Penalty: 3126.628174
	Iteration 66Q: 3 clusters Score -1531906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1531904.750000 Penalty: 3126.628174
	Iteration 67Q: 3 clusters Score -1531905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1531907.000000 Penalty: 3126.628174
	Iteration 68Q: 3 clusters Score -1531907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1531905.375000 Penalty: 3126.628174
	Iteration 69Q: 3 clusters Score -1531905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1531909.625000 Penalty: 3126.628174
	Iteration 70Q: 3 clusters Score -1531910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1531908.125000 Penalty: 3126.628174
	Iteration 71Q: 3 clusters Score -1531908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1531912.750000 Penalty: 3126.628174
	Iteration 72Q: 3 clusters Score -1531913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1531917.875000 Penalty: 3126.628174
	Iteration 73Q: 3 clusters Score -1531918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1531919.000000 Penalty: 3126.628174
	Iteration 74Q: 3 clusters Score -1531919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1531918.875000 Penalty: 3126.628174
	Iteration 75Q: 3 clusters Score -1531919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1531919.125000 Penalty: 3126.628174
	Iteration 76Q: 3 clusters Score -1531919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1531918.875000 Penalty: 3126.628174
	Iteration 77Q: 3 clusters Score -1531919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1531919.375000 Penalty: 3126.628174
	Iteration 78Q: 3 clusters Score -1531919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1531919.375000 Penalty: 3126.628174
	Iteration 79F: 3 clusters Score -1531919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1074802.625000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -1074803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1067329.875000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -1067330 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1069723.250000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -1069723 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1070028.125000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -1070028 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1070384.500000 Penalty: 3011.223145
	Iteration 3F: 3 clusters Score -1070384 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1070901.000000 Penalty: 3011.223145
	Iteration 4F: 3 clusters Score -1070901 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1071599.250000 Penalty: 3011.223145
	Iteration 5F: 3 clusters Score -1071599 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1072428.750000 Penalty: 3011.223145
	Iteration 6F: 3 clusters Score -1072429 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1073171.125000 Penalty: 3011.223145
	Iteration 7F: 3 clusters Score -1073171 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1073551.875000 Penalty: 3011.223145
	Iteration 8Q: 3 clusters Score -1073552 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1073697.125000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -1073697 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1073773.500000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -1073774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1073830.750000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -1073831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1073862.125000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -1073862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1073879.625000 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -1073880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1073894.750000 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -1073895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1073911.750000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -1073912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1073926.875000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -1073927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1073933.000000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -1073933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1073942.375000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -1073942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1073947.625000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -1073948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1073948.125000 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -1073948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1073950.000000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -1073950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1073950.000000 Penalty: 3011.223145
	Iteration 22F: 3 clusters Score -1073950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -898154.062500 Penalty: 1481.729370
	Iteration 0F: 2 clusters Score -898154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -891563.812500 Penalty: 2963.458740
	Iteration 0F: 3 clusters Score -891563.8 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -893625.187500 Penalty: 2963.458740
	Iteration 1F: 3 clusters Score -893625.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -893950.312500 Penalty: 2963.458740
	Iteration 2F: 3 clusters Score -893950.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -894295.750000 Penalty: 2963.458740
	Iteration 3F: 3 clusters Score -894295.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -894712.125000 Penalty: 2963.458740
	Iteration 4F: 3 clusters Score -894712.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -895263.437500 Penalty: 2963.458740
	Iteration 5F: 3 clusters Score -895263.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -895829.062500 Penalty: 2963.458740
	Iteration 6F: 3 clusters Score -895829.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -896331.812500 Penalty: 2963.458740
	Iteration 7F: 3 clusters Score -896331.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -896661.562500 Penalty: 2963.458740
	Iteration 8Q: 3 clusters Score -896661.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -896839.750000 Penalty: 2963.458740
	Iteration 9Q: 3 clusters Score -896839.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -896946.375000 Penalty: 2963.458740
	Iteration 10Q: 3 clusters Score -896946.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -897004.062500 Penalty: 2963.458740
	Iteration 11Q: 3 clusters Score -897004.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -897034.375000 Penalty: 2963.458740
	Iteration 12Q: 3 clusters Score -897034.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -897046.250000 Penalty: 2963.458740
	Iteration 13Q: 3 clusters Score -897046.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -897054.187500 Penalty: 2963.458740
	Iteration 14Q: 3 clusters Score -897054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -897056.500000 Penalty: 2963.458740
	Iteration 15Q: 3 clusters Score -897056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -897059.000000 Penalty: 2963.458740
	Iteration 16Q: 3 clusters Score -897059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -897062.625000 Penalty: 2963.458740
	Iteration 17Q: 3 clusters Score -897062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -897067.500000 Penalty: 2963.458740
	Iteration 18Q: 3 clusters Score -897067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -897071.687500 Penalty: 2963.458740
	Iteration 19Q: 3 clusters Score -897071.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -897072.312500 Penalty: 2963.458740
	Iteration 20F: 3 clusters Score -897072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -897075.812500 Penalty: 2963.458740
	Iteration 21Q: 3 clusters Score -897075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -897078.187500 Penalty: 2963.458740
	Iteration 22Q: 3 clusters Score -897078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -897080.062500 Penalty: 2963.458740
	Iteration 23Q: 3 clusters Score -897080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -897080.375000 Penalty: 2963.458740
	Iteration 24Q: 3 clusters Score -897080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -897079.687500 Penalty: 2963.458740
	Iteration 25Q: 3 clusters Score -897079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -897079.687500 Penalty: 2963.458740
	Iteration 26F: 3 clusters Score -897079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Entering Unmasked Estep 
Score: -2009997.875000 Penalty: 1601.826050
	Iteration 0F: 2 clusters Score -2009998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1996826.875000 Penalty: 3203.652100
	Iteration 0F: 3 clusters Score -1996827 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2001670.500000 Penalty: 3203.652100
	Iteration 1F: 3 clusters Score -2001670 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2001954.875000 Penalty: 3203.652100
	Iteration 2Q: 3 clusters Score -2001955 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2002221.500000 Penalty: 3203.652100
	Iteration 3Q: 3 clusters Score -2002222 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2002466.875000 Penalty: 3203.652100
	Iteration 4Q: 3 clusters Score -2002467 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2002771.500000 Penalty: 3203.652100
	Iteration 5Q: 3 clusters Score -2002772 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2003134.375000 Penalty: 3203.652100
	Iteration 6Q: 3 clusters Score -2003134 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2003601.750000 Penalty: 3203.652100
	Iteration 7Q: 3 clusters Score -2003602 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2004154.125000 Penalty: 3203.652100
	Iteration 8Q: 3 clusters Score -2004154 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2004743.750000 Penalty: 3203.652100
	Iteration 9Q: 3 clusters Score -2004744 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2005340.125000 Penalty: 3203.652100
	Iteration 10Q: 3 clusters Score -2005340 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2005994.250000 Penalty: 3203.652100
	Iteration 11Q: 3 clusters Score -2005994 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2006544.250000 Penalty: 3203.652100
	Iteration 12Q: 3 clusters Score -2006544 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2006964.625000 Penalty: 3203.652100
	Iteration 13Q: 3 clusters Score -2006965 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2007232.125000 Penalty: 3203.652100
	Iteration 14Q: 3 clusters Score -2007232 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2007456.375000 Penalty: 3203.652100
	Iteration 15Q: 3 clusters Score -2007456 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2007611.250000 Penalty: 3203.652100
	Iteration 16Q: 3 clusters Score -2007611 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2007761.125000 Penalty: 3203.652100
	Iteration 17Q: 3 clusters Score -2007761 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2007893.750000 Penalty: 3203.652100
	Iteration 18Q: 3 clusters Score -2007894 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2007992.250000 Penalty: 3203.652100
	Iteration 19Q: 3 clusters Score -2007992 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2008096.250000 Penalty: 3203.652100
	Iteration 20F: 3 clusters Score -2008096 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2008182.500000 Penalty: 3203.652100
	Iteration 21Q: 3 clusters Score -2008182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2008254.875000 Penalty: 3203.652100
	Iteration 22Q: 3 clusters Score -2008255 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2008312.625000 Penalty: 3203.652100
	Iteration 23Q: 3 clusters Score -2008313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2008362.125000 Penalty: 3203.652100
	Iteration 24Q: 3 clusters Score -2008362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2008409.000000 Penalty: 3203.652100
	Iteration 25Q: 3 clusters Score -2008409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2008451.375000 Penalty: 3203.652100
	Iteration 26Q: 3 clusters Score -2008451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2008483.625000 Penalty: 3203.652100
	Iteration 27Q: 3 clusters Score -2008484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2008527.625000 Penalty: 3203.652100
	Iteration 28Q: 3 clusters Score -2008528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2008545.000000 Penalty: 3203.652100
	Iteration 29Q: 3 clusters Score -2008545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2008560.000000 Penalty: 3203.652100
	Iteration 30Q: 3 clusters Score -2008560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2008571.750000 Penalty: 3203.652100
	Iteration 31Q: 3 clusters Score -2008572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2008575.375000 Penalty: 3203.652100
	Iteration 32Q: 3 clusters Score -2008575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2008587.125000 Penalty: 3203.652100
	Iteration 33Q: 3 clusters Score -2008587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2008593.125000 Penalty: 3203.652100
	Iteration 34Q: 3 clusters Score -2008593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2008597.750000 Penalty: 3203.652100
	Iteration 35Q: 3 clusters Score -2008598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2008603.125000 Penalty: 3203.652100
	Iteration 36Q: 3 clusters Score -2008603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2008608.000000 Penalty: 3203.652100
	Iteration 37Q: 3 clusters Score -2008608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2008610.250000 Penalty: 3203.652100
	Iteration 38Q: 3 clusters Score -2008610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2008612.250000 Penalty: 3203.652100
	Iteration 39Q: 3 clusters Score -2008612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2008614.875000 Penalty: 3203.652100
	Iteration 40F: 3 clusters Score -2008615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2008619.375000 Penalty: 3203.652100
	Iteration 41Q: 3 clusters Score -2008619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2008621.875000 Penalty: 3203.652100
	Iteration 42Q: 3 clusters Score -2008622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2008623.625000 Penalty: 3203.652100
	Iteration 43Q: 3 clusters Score -2008624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2008623.625000 Penalty: 3203.652100
	Iteration 44Q: 3 clusters Score -2008624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2008625.875000 Penalty: 3203.652100
	Iteration 45Q: 3 clusters Score -2008626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2008627.750000 Penalty: 3203.652100
	Iteration 46Q: 3 clusters Score -2008628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2008630.000000 Penalty: 3203.652100
	Iteration 47Q: 3 clusters Score -2008630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2008629.250000 Penalty: 3203.652100
	Iteration 48Q: 3 clusters Score -2008629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2008632.250000 Penalty: 3203.652100
	Iteration 49Q: 3 clusters Score -2008632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2008633.625000 Penalty: 3203.652100
	Iteration 50Q: 3 clusters Score -2008634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2008634.250000 Penalty: 3203.652100
	Iteration 51Q: 3 clusters Score -2008634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2008637.625000 Penalty: 3203.652100
	Iteration 52Q: 3 clusters Score -2008638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2008637.625000 Penalty: 3203.652100
	Iteration 53F: 3 clusters Score -2008638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -292377.375000 Penalty: 1318.820679
	Iteration 0F: 2 clusters Score -292377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -289548.781250 Penalty: 2637.641357
	Iteration 0F: 3 clusters Score -289548.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -290619.781250 Penalty: 2637.641357
	Iteration 1F: 3 clusters Score -290619.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -291152.718750 Penalty: 2637.641357
	Iteration 2F: 3 clusters Score -291152.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -291612.968750 Penalty: 2637.641357
	Iteration 3F: 3 clusters Score -291613 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291962.406250 Penalty: 2637.641357
	Iteration 4F: 3 clusters Score -291962.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -292201.468750 Penalty: 2637.641357
	Iteration 5F: 3 clusters Score -292201.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -292298.468750 Penalty: 2637.641357
	Iteration 6Q: 3 clusters Score -292298.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -292352.625000 Penalty: 2637.641357
	Iteration 7Q: 3 clusters Score -292352.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -292381.437500 Penalty: 2637.641357
	Iteration 8Q: 3 clusters Score -292381.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -292400.343750 Penalty: 2637.641357
	Iteration 9Q: 3 clusters Score -292400.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -292416.250000 Penalty: 2637.641357
	Iteration 10Q: 3 clusters Score -292416.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -292429.281250 Penalty: 2637.641357
	Iteration 11Q: 3 clusters Score -292429.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292437.125000 Penalty: 2637.641357
	Iteration 12Q: 3 clusters Score -292437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -292443.125000 Penalty: 2637.641357
	Iteration 13Q: 3 clusters Score -292443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -292446.156250 Penalty: 2637.641357
	Iteration 14Q: 3 clusters Score -292446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -292447.031250 Penalty: 2637.641357
	Iteration 15Q: 3 clusters Score -292447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292447.500000 Penalty: 2637.641357
	Iteration 16Q: 3 clusters Score -292447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292448.218750 Penalty: 2637.641357
	Iteration 17Q: 3 clusters Score -292448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292448.375000 Penalty: 2637.641357
	Iteration 18Q: 3 clusters Score -292448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292448.375000 Penalty: 2637.641357
	Iteration 19F: 3 clusters Score -292448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 14261 members 
Mstep: Class 8 contains 81195 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 70160 members 
Mstep: Class 11 contains 27457 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 9024 members 
Mstep: Class 15 contains 31155 members 
Mstep: Class 16 contains 38515 members 
Mstep: Class 17 contains 125753 members 
Mstep: Class 18 contains 66613 members 
Mstep: Class 19 contains 168803 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 99047 members 
Mstep: Class 22 contains 101957 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 155055 members 
Mstep: Class 26 contains 14823 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 187470 members 
Mstep: Class 29 contains 10154 members 
Mstep: Class 30 contains 31600 members 
Mstep: Class 31 contains 7436 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 3444 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 4335 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 15069 members 
Mstep: Class 39 contains 10565 members 
Mstep: Class 40 contains 9121 members 
Mstep: Class 41 contains 19099 members 
Mstep: Class 42 contains 2112 members 
Mstep: Class 43 contains 4998 members 
Mstep: Class 44 contains 5226 members 
Mstep: Class 45 contains 28477 members 
Mstep: Class 46 contains 3325 members 
Mstep: Class 47 contains 1997 members 
Mstep: Class 48 contains 7763 members 
Mstep: Class 49 contains 2825 members 
Mstep: Class 50 contains 1235 members 
Entering Unmasked Estep 
Score: -154064144.000000 Penalty: 115734.070312
Splitting cluster 42 changes total score from -154065024.000000 to -154064144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -504180.468750 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -504180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -500206.875000 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -500206.9 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -501335.312500 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -501335.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -501598.343750 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -501598.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -501820.250000 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -501820.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -502013.718750 Penalty: 2767.957764
	Iteration 4F: 3 clusters Score -502013.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -502141.312500 Penalty: 2767.957764
	Iteration 5Q: 3 clusters Score -502141.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -502261.343750 Penalty: 2767.957764
	Iteration 6Q: 3 clusters Score -502261.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -502354.312500 Penalty: 2767.957764
	Iteration 7Q: 3 clusters Score -502354.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -502441.531250 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -502441.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -502521.031250 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -502521 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -502594.250000 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -502594.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -502660.250000 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -502660.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -502706.875000 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -502706.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -502746.406250 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -502746.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -502780.750000 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -502780.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -502815.937500 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -502815.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -502844.687500 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -502844.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -502881.218750 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -502881.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -502930.750000 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -502930.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -502989.343750 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -502989.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -503050.593750 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -503050.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -503124.281250 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -503124.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -503183.000000 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -503183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -503236.437500 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -503236.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -503282.625000 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -503282.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -503311.656250 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -503311.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -503332.718750 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -503332.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -503350.531250 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -503350.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -503363.531250 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -503363.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -503373.250000 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -503373.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -503379.875000 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -503379.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -503387.468750 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -503387.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -503391.375000 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -503391.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -503394.687500 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -503394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -503400.437500 Penalty: 2767.957764
	Iteration 34Q: 3 clusters Score -503400.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -503404.625000 Penalty: 2767.957764
	Iteration 35Q: 3 clusters Score -503404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -503408.281250 Penalty: 2767.957764
	Iteration 36Q: 3 clusters Score -503408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -503411.375000 Penalty: 2767.957764
	Iteration 37Q: 3 clusters Score -503411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -503413.750000 Penalty: 2767.957764
	Iteration 38Q: 3 clusters Score -503413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -503414.906250 Penalty: 2767.957764
	Iteration 39Q: 3 clusters Score -503414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -503415.250000 Penalty: 2767.957764
	Iteration 40F: 3 clusters Score -503415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -503417.781250 Penalty: 2767.957764
	Iteration 41Q: 3 clusters Score -503417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -503421.125000 Penalty: 2767.957764
	Iteration 42Q: 3 clusters Score -503421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -503425.250000 Penalty: 2767.957764
	Iteration 43Q: 3 clusters Score -503425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -503427.562500 Penalty: 2767.957764
	Iteration 44Q: 3 clusters Score -503427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -503430.781250 Penalty: 2767.957764
	Iteration 45Q: 3 clusters Score -503430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -503431.875000 Penalty: 2767.957764
	Iteration 46Q: 3 clusters Score -503431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -503432.625000 Penalty: 2767.957764
	Iteration 47Q: 3 clusters Score -503432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -503433.031250 Penalty: 2767.957764
	Iteration 48Q: 3 clusters Score -503433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -503433.843750 Penalty: 2767.957764
	Iteration 49Q: 3 clusters Score -503433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -503435.156250 Penalty: 2767.957764
	Iteration 50Q: 3 clusters Score -503435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -503435.156250 Penalty: 2767.957764
	Iteration 51F: 3 clusters Score -503435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -516606.718750 Penalty: 1391.227783
	Iteration 0F: 2 clusters Score -516606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -512526.062500 Penalty: 2782.455566
	Iteration 0F: 3 clusters Score -512526.1 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -513807.500000 Penalty: 2782.455566
	Iteration 1F: 3 clusters Score -513807.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -514139.656250 Penalty: 2782.455566
	Iteration 2F: 3 clusters Score -514139.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -514439.187500 Penalty: 2782.455566
	Iteration 3F: 3 clusters Score -514439.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -514726.031250 Penalty: 2782.455566
	Iteration 4F: 3 clusters Score -514726 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -514963.406250 Penalty: 2782.455566
	Iteration 5F: 3 clusters Score -514963.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -515179.468750 Penalty: 2782.455566
	Iteration 6F: 3 clusters Score -515179.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -515351.312500 Penalty: 2782.455566
	Iteration 7Q: 3 clusters Score -515351.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -515500.000000 Penalty: 2782.455566
	Iteration 8Q: 3 clusters Score -515500 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -515607.000000 Penalty: 2782.455566
	Iteration 9Q: 3 clusters Score -515607 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -515701.125000 Penalty: 2782.455566
	Iteration 10Q: 3 clusters Score -515701.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -515805.250000 Penalty: 2782.455566
	Iteration 11Q: 3 clusters Score -515805.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -515869.687500 Penalty: 2782.455566
	Iteration 12Q: 3 clusters Score -515869.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -515913.781250 Penalty: 2782.455566
	Iteration 13Q: 3 clusters Score -515913.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -515941.375000 Penalty: 2782.455566
	Iteration 14Q: 3 clusters Score -515941.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -515955.375000 Penalty: 2782.455566
	Iteration 15Q: 3 clusters Score -515955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -515963.343750 Penalty: 2782.455566
	Iteration 16Q: 3 clusters Score -515963.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -515968.500000 Penalty: 2782.455566
	Iteration 17Q: 3 clusters Score -515968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -515971.156250 Penalty: 2782.455566
	Iteration 18Q: 3 clusters Score -515971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -515971.687500 Penalty: 2782.455566
	Iteration 19Q: 3 clusters Score -515971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -515980.906250 Penalty: 2782.455566
	Iteration 20F: 3 clusters Score -515980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -515983.500000 Penalty: 2782.455566
	Iteration 21Q: 3 clusters Score -515983.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -515984.593750 Penalty: 2782.455566
	Iteration 22Q: 3 clusters Score -515984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -515986.437500 Penalty: 2782.455566
	Iteration 23Q: 3 clusters Score -515986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -515986.625000 Penalty: 2782.455566
	Iteration 24Q: 3 clusters Score -515986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -515988.125000 Penalty: 2782.455566
	Iteration 25Q: 3 clusters Score -515988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -515987.218750 Penalty: 2782.455566
	Iteration 26Q: 3 clusters Score -515987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -515987.562500 Penalty: 2782.455566
	Iteration 27Q: 3 clusters Score -515987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -515988.187500 Penalty: 2782.455566
	Iteration 28Q: 3 clusters Score -515988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -515988.187500 Penalty: 2782.455566
	Iteration 29F: 3 clusters Score -515988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (28477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Entering Unmasked Estep 
Score: -2907540.750000 Penalty: 1666.738525
	Iteration 0F: 2 clusters Score -2907541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2888353.750000 Penalty: 3333.477051
	Iteration 0F: 3 clusters Score -2888354 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2895877.250000 Penalty: 3333.477051
	Iteration 1F: 3 clusters Score -2895877 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2896543.250000 Penalty: 3333.477051
	Iteration 2F: 3 clusters Score -2896543 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2897336.500000 Penalty: 3333.477051
	Iteration 3F: 3 clusters Score -2897336 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2898208.250000 Penalty: 3333.477051
	Iteration 4F: 3 clusters Score -2898208 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2899223.500000 Penalty: 3333.477051
	Iteration 5F: 3 clusters Score -2899224 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2900324.750000 Penalty: 3333.477051
	Iteration 6F: 3 clusters Score -2900325 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2901411.250000 Penalty: 3333.477051
	Iteration 7F: 3 clusters Score -2901411 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2902411.500000 Penalty: 3333.477051
	Iteration 8F: 3 clusters Score -2902412 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2903172.500000 Penalty: 3333.477051
	Iteration 9Q: 3 clusters Score -2903172 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2903651.750000 Penalty: 3333.477051
	Iteration 10Q: 3 clusters Score -2903652 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2903955.000000 Penalty: 3333.477051
	Iteration 11Q: 3 clusters Score -2903955 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2904215.250000 Penalty: 3333.477051
	Iteration 12Q: 3 clusters Score -2904215 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2904436.000000 Penalty: 3333.477051
	Iteration 13Q: 3 clusters Score -2904436 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2904650.750000 Penalty: 3333.477051
	Iteration 14Q: 3 clusters Score -2904651 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2904831.750000 Penalty: 3333.477051
	Iteration 15Q: 3 clusters Score -2904832 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2904993.750000 Penalty: 3333.477051
	Iteration 16Q: 3 clusters Score -2904994 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2905174.250000 Penalty: 3333.477051
	Iteration 17Q: 3 clusters Score -2905174 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2905330.250000 Penalty: 3333.477051
	Iteration 18Q: 3 clusters Score -2905330 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2905453.000000 Penalty: 3333.477051
	Iteration 19Q: 3 clusters Score -2905453 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2905558.750000 Penalty: 3333.477051
	Iteration 20F: 3 clusters Score -2905559 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2905626.250000 Penalty: 3333.477051
	Iteration 21Q: 3 clusters Score -2905626 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2905687.750000 Penalty: 3333.477051
	Iteration 22Q: 3 clusters Score -2905688 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2905729.750000 Penalty: 3333.477051
	Iteration 23Q: 3 clusters Score -2905730 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2905777.750000 Penalty: 3333.477051
	Iteration 24Q: 3 clusters Score -2905778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -2905815.500000 Penalty: 3333.477051
	Iteration 25Q: 3 clusters Score -2905816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2905858.750000 Penalty: 3333.477051
	Iteration 26Q: 3 clusters Score -2905859 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2905899.500000 Penalty: 3333.477051
	Iteration 27Q: 3 clusters Score -2905900 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2905928.500000 Penalty: 3333.477051
	Iteration 28Q: 3 clusters Score -2905928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2905969.250000 Penalty: 3333.477051
	Iteration 29Q: 3 clusters Score -2905969 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2905992.250000 Penalty: 3333.477051
	Iteration 30Q: 3 clusters Score -2905992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2906025.250000 Penalty: 3333.477051
	Iteration 31Q: 3 clusters Score -2906025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2906047.000000 Penalty: 3333.477051
	Iteration 32Q: 3 clusters Score -2906047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2906066.000000 Penalty: 3333.477051
	Iteration 33Q: 3 clusters Score -2906066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2906076.000000 Penalty: 3333.477051
	Iteration 34Q: 3 clusters Score -2906076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2906088.500000 Penalty: 3333.477051
	Iteration 35Q: 3 clusters Score -2906088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2906111.250000 Penalty: 3333.477051
	Iteration 36Q: 3 clusters Score -2906111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2906130.000000 Penalty: 3333.477051
	Iteration 37Q: 3 clusters Score -2906130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -2906138.500000 Penalty: 3333.477051
	Iteration 38Q: 3 clusters Score -2906138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2906154.500000 Penalty: 3333.477051
	Iteration 39Q: 3 clusters Score -2906154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2906160.250000 Penalty: 3333.477051
	Iteration 40F: 3 clusters Score -2906160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2906175.000000 Penalty: 3333.477051
	Iteration 41Q: 3 clusters Score -2906175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -2906181.000000 Penalty: 3333.477051
	Iteration 42Q: 3 clusters Score -2906181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2906191.500000 Penalty: 3333.477051
	Iteration 43Q: 3 clusters Score -2906192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2906194.000000 Penalty: 3333.477051
	Iteration 44Q: 3 clusters Score -2906194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2906198.750000 Penalty: 3333.477051
	Iteration 45Q: 3 clusters Score -2906199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2906209.750000 Penalty: 3333.477051
	Iteration 46Q: 3 clusters Score -2906210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2906234.750000 Penalty: 3333.477051
	Iteration 47Q: 3 clusters Score -2906235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2906241.500000 Penalty: 3333.477051
	Iteration 48Q: 3 clusters Score -2906242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2906249.250000 Penalty: 3333.477051
	Iteration 49Q: 3 clusters Score -2906249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -2906269.250000 Penalty: 3333.477051
	Iteration 50Q: 3 clusters Score -2906269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2906286.750000 Penalty: 3333.477051
	Iteration 51Q: 3 clusters Score -2906287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2906288.250000 Penalty: 3333.477051
	Iteration 52Q: 3 clusters Score -2906288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -2906298.750000 Penalty: 3333.477051
	Iteration 53Q: 3 clusters Score -2906299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2906307.000000 Penalty: 3333.477051
	Iteration 54Q: 3 clusters Score -2906307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -2906303.750000 Penalty: 3333.477051
	Iteration 55Q: 3 clusters Score -2906304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2906306.750000 Penalty: 3333.477051
	Iteration 56Q: 3 clusters Score -2906307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -2906309.000000 Penalty: 3333.477051
	Iteration 57Q: 3 clusters Score -2906309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -2906307.000000 Penalty: 3333.477051
	Iteration 58Q: 3 clusters Score -2906307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -2906310.500000 Penalty: 3333.477051
	Iteration 59Q: 3 clusters Score -2906310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2906307.500000 Penalty: 3333.477051
	Iteration 60F: 3 clusters Score -2906308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2906310.750000 Penalty: 3333.477051
	Iteration 61Q: 3 clusters Score -2906311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2906310.250000 Penalty: 3333.477051
	Iteration 62Q: 3 clusters Score -2906310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2906310.250000 Penalty: 3333.477051
	Iteration 63F: 3 clusters Score -2906310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -318130.437500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -318130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -315161.593750 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -315161.6 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -316036.312500 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -316036.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -316377.562500 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -316377.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -316744.437500 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -316744.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -317132.937500 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -317132.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -317483.218750 Penalty: 2635.498291
	Iteration 5F: 3 clusters Score -317483.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -317701.875000 Penalty: 2635.498291
	Iteration 6F: 3 clusters Score -317701.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -317836.906250 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -317836.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -317913.125000 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -317913.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -317971.281250 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -317971.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -318009.093750 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -318009.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -318033.656250 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -318033.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -318046.468750 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -318046.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -318058.093750 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -318058.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -318067.406250 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -318067.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -318073.187500 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -318073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -318075.343750 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -318075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -318076.937500 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -318076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -318077.281250 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -318077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -318077.375000 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -318077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -318077.781250 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -318077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -181695.828125 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -181695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -179595.312500 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -179595.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -180082.218750 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -180082.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -180213.671875 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -180213.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -180303.421875 Penalty: 2469.805420
	Iteration 3F: 3 clusters Score -180303.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -180365.093750 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -180365.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -180416.375000 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -180416.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -180439.125000 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -180439.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -180462.718750 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -180462.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -180490.093750 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -180490.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -180513.390625 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -180513.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -180542.984375 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -180543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -180565.750000 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -180565.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -180576.171875 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -180576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -180594.156250 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -180594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180604.734375 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -180604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -180611.156250 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -180611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -180616.453125 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -180616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -180623.218750 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -180623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -180626.625000 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -180626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -180627.968750 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -180628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -180629.093750 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -180629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -180632.375000 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -180632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -180634.218750 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -180634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -180636.125000 Penalty: 2469.805420
	Iteration 23Q: 3 clusters Score -180636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -180637.171875 Penalty: 2469.805420
	Iteration 24Q: 3 clusters Score -180637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -180639.390625 Penalty: 2469.805420
	Iteration 25Q: 3 clusters Score -180639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -180641.046875 Penalty: 2469.805420
	Iteration 26Q: 3 clusters Score -180641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -180641.734375 Penalty: 2469.805420
	Iteration 27Q: 3 clusters Score -180641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180643.062500 Penalty: 2469.805420
	Iteration 28Q: 3 clusters Score -180643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -180643.625000 Penalty: 2469.805420
	Iteration 29Q: 3 clusters Score -180643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -180644.140625 Penalty: 2469.805420
	Iteration 30Q: 3 clusters Score -180644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -180648.234375 Penalty: 2469.805420
	Iteration 31Q: 3 clusters Score -180648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -180650.171875 Penalty: 2469.805420
	Iteration 32Q: 3 clusters Score -180650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -180652.296875 Penalty: 2469.805420
	Iteration 33Q: 3 clusters Score -180652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -180654.671875 Penalty: 2469.805420
	Iteration 34Q: 3 clusters Score -180654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -180656.000000 Penalty: 2469.805420
	Iteration 35Q: 3 clusters Score -180656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -180656.875000 Penalty: 2469.805420
	Iteration 36Q: 3 clusters Score -180656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -180657.640625 Penalty: 2469.805420
	Iteration 37Q: 3 clusters Score -180657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -180658.812500 Penalty: 2469.805420
	Iteration 38Q: 3 clusters Score -180658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -180660.187500 Penalty: 2469.805420
	Iteration 39Q: 3 clusters Score -180660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -180660.906250 Penalty: 2469.805420
	Iteration 40F: 3 clusters Score -180660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -180661.437500 Penalty: 2469.805420
	Iteration 41Q: 3 clusters Score -180661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -180661.562500 Penalty: 2469.805420
	Iteration 42Q: 3 clusters Score -180661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -180661.562500 Penalty: 2469.805420
	Iteration 43F: 3 clusters Score -180661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -797811.062500 Penalty: 1455.532593
	Iteration 0F: 2 clusters Score -797811.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -792100.312500 Penalty: 2911.065186
	Iteration 0F: 3 clusters Score -792100.3 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -794074.625000 Penalty: 2911.065186
	Iteration 1F: 3 clusters Score -794074.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -794359.812500 Penalty: 2911.065186
	Iteration 2F: 3 clusters Score -794359.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -794604.562500 Penalty: 2911.065186
	Iteration 3F: 3 clusters Score -794604.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -794812.687500 Penalty: 2911.065186
	Iteration 4F: 3 clusters Score -794812.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -795024.312500 Penalty: 2911.065186
	Iteration 5Q: 3 clusters Score -795024.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -795229.625000 Penalty: 2911.065186
	Iteration 6Q: 3 clusters Score -795229.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -795418.062500 Penalty: 2911.065186
	Iteration 7Q: 3 clusters Score -795418.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -795587.437500 Penalty: 2911.065186
	Iteration 8Q: 3 clusters Score -795587.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -795777.750000 Penalty: 2911.065186
	Iteration 9Q: 3 clusters Score -795777.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -795933.937500 Penalty: 2911.065186
	Iteration 10Q: 3 clusters Score -795933.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -796058.312500 Penalty: 2911.065186
	Iteration 11Q: 3 clusters Score -796058.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -796183.312500 Penalty: 2911.065186
	Iteration 12Q: 3 clusters Score -796183.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -796308.062500 Penalty: 2911.065186
	Iteration 13Q: 3 clusters Score -796308.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -796418.312500 Penalty: 2911.065186
	Iteration 14Q: 3 clusters Score -796418.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -796493.562500 Penalty: 2911.065186
	Iteration 15Q: 3 clusters Score -796493.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -796548.375000 Penalty: 2911.065186
	Iteration 16Q: 3 clusters Score -796548.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -796572.375000 Penalty: 2911.065186
	Iteration 17Q: 3 clusters Score -796572.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -796595.000000 Penalty: 2911.065186
	Iteration 18Q: 3 clusters Score -796595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -796613.750000 Penalty: 2911.065186
	Iteration 19Q: 3 clusters Score -796613.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -796625.437500 Penalty: 2911.065186
	Iteration 20F: 3 clusters Score -796625.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -796636.125000 Penalty: 2911.065186
	Iteration 21Q: 3 clusters Score -796636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -796645.875000 Penalty: 2911.065186
	Iteration 22Q: 3 clusters Score -796645.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -796650.812500 Penalty: 2911.065186
	Iteration 23Q: 3 clusters Score -796650.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -796652.125000 Penalty: 2911.065186
	Iteration 24Q: 3 clusters Score -796652.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -796654.437500 Penalty: 2911.065186
	Iteration 25Q: 3 clusters Score -796654.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -796658.625000 Penalty: 2911.065186
	Iteration 26Q: 3 clusters Score -796658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -796660.937500 Penalty: 2911.065186
	Iteration 27Q: 3 clusters Score -796660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -796663.562500 Penalty: 2911.065186
	Iteration 28Q: 3 clusters Score -796663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -796667.187500 Penalty: 2911.065186
	Iteration 29Q: 3 clusters Score -796667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -796669.937500 Penalty: 2911.065186
	Iteration 30Q: 3 clusters Score -796669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -796671.312500 Penalty: 2911.065186
	Iteration 31Q: 3 clusters Score -796671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -796673.375000 Penalty: 2911.065186
	Iteration 32Q: 3 clusters Score -796673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -796673.687500 Penalty: 2911.065186
	Iteration 33Q: 3 clusters Score -796673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -796673.500000 Pena